warning: commands will be executed using /bin/sh
job 2545 at Fri Mar 28 23:31:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140325/YutaMouse20-140325/YutaMouse20-140325
ElecNo	3
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 3083413 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1027804 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 53973 members 
Mstep: Class 3 contains 54127 members 
Mstep: Class 4 contains 53730 members 
Mstep: Class 5 contains 54028 members 
Mstep: Class 6 contains 54017 members 
Mstep: Class 7 contains 54133 members 
Mstep: Class 8 contains 54101 members 
Mstep: Class 9 contains 53911 members 
Mstep: Class 10 contains 54085 members 
Mstep: Class 11 contains 54540 members 
Mstep: Class 12 contains 53829 members 
Mstep: Class 13 contains 54268 members 
Mstep: Class 14 contains 54072 members 
Mstep: Class 15 contains 53861 members 
Mstep: Class 16 contains 54548 members 
Mstep: Class 17 contains 54008 members 
Mstep: Class 18 contains 53976 members 
Mstep: Class 19 contains 54246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 189.541718 but Gain 3433.046875
Score: -127207272.000000 Penalty: 61794.859375
Iteration 0F: 19 clusters Score -1.272073e+08 nChanged 970178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2685 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 66205 members 
Mstep: Class 3 contains 135630 members 
Mstep: Class 4 contains 31006 members 
Mstep: Class 5 contains 19514 members 
Mstep: Class 6 contains 101851 members 
Mstep: Class 7 contains 51285 members 
Mstep: Class 8 contains 84119 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 76698 members 
Mstep: Class 11 contains 24981 members 
Mstep: Class 12 contains 12176 members 
Mstep: Class 13 contains 147649 members 
Mstep: Class 15 contains 11221 members 
Mstep: Class 16 contains 91922 members 
Mstep: Class 17 contains 60482 members 
Mstep: Class 18 contains 38408 members 
Mstep: Class 19 contains 41811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131254664.000000 Penalty: 61794.859375
Iteration 1F: 19 clusters Score -1.312547e+08 nChanged 357117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2681 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 54995 members 
Mstep: Class 3 contains 151370 members 
Mstep: Class 4 contains 23266 members 
Mstep: Class 5 contains 8737 members 
Mstep: Class 6 contains 101629 members 
Mstep: Class 7 contains 48594 members 
Mstep: Class 8 contains 95741 members 
Mstep: Class 9 contains 11873 members 
Mstep: Class 10 contains 79300 members 
Mstep: Class 11 contains 33497 members 
Mstep: Class 12 contains 8669 members 
Mstep: Class 13 contains 207496 members 
Mstep: Class 15 contains 9981 members 
Mstep: Class 16 contains 76200 members 
Mstep: Class 17 contains 57719 members 
Mstep: Class 18 contains 26024 members 
Mstep: Class 19 contains 22277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131804608.000000 Penalty: 61794.859375
Iteration 2F: 19 clusters Score -1.318046e+08 nChanged 252922
Entering Unmasked Mstep 
Mstep: Class 0 contains 2608 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 51052 members 
Mstep: Class 3 contains 156232 members 
Mstep: Class 4 contains 15716 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 102213 members 
Mstep: Class 7 contains 35849 members 
Mstep: Class 8 contains 114039 members 
Mstep: Class 9 contains 8705 members 
Mstep: Class 10 contains 89517 members 
Mstep: Class 11 contains 45522 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 226990 members 
Mstep: Class 15 contains 9083 members 
Mstep: Class 16 contains 66421 members 
Mstep: Class 17 contains 59316 members 
Mstep: Class 18 contains 17649 members 
Mstep: Class 19 contains 12467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132118416.000000 Penalty: 61794.859375
Iteration 3F: 19 clusters Score -1.321184e+08 nChanged 200569
Entering Unmasked Mstep 
Mstep: Class 0 contains 2415 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 50391 members 
Mstep: Class 3 contains 167624 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 1660 members 
Mstep: Class 6 contains 118253 members 
Mstep: Class 7 contains 23048 members 
Mstep: Class 8 contains 141795 members 
Mstep: Class 9 contains 7421 members 
Mstep: Class 10 contains 92187 members 
Mstep: Class 11 contains 51570 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 198304 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 67555 members 
Mstep: Class 17 contains 57439 members 
Mstep: Class 18 contains 15754 members 
Mstep: Class 19 contains 7047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132359832.000000 Penalty: 61794.859375
Iteration 4F: 19 clusters Score -1.323598e+08 nChanged 161621
Entering Unmasked Mstep 
Mstep: Class 0 contains 2121 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 48225 members 
Mstep: Class 3 contains 186505 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 135569 members 
Mstep: Class 7 contains 12932 members 
Mstep: Class 8 contains 167901 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 87852 members 
Mstep: Class 11 contains 53848 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 161610 members 
Mstep: Class 15 contains 5918 members 
Mstep: Class 16 contains 71148 members 
Mstep: Class 17 contains 51696 members 
Mstep: Class 18 contains 16653 members 
Mstep: Class 19 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132527688.000000 Penalty: 61794.859375
Iteration 5F: 19 clusters Score -1.325277e+08 nChanged 138484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1768 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 44180 members 
Mstep: Class 3 contains 207844 members 
Mstep: Class 4 contains 5110 members 
Mstep: Class 5 contains 1556 members 
Mstep: Class 6 contains 149322 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 186602 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 81234 members 
Mstep: Class 11 contains 55013 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 128386 members 
Mstep: Class 15 contains 5939 members 
Mstep: Class 16 contains 74449 members 
Mstep: Class 17 contains 47299 members 
Mstep: Class 18 contains 17555 members 
Mstep: Class 19 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132706888.000000 Penalty: 61794.859375
Iteration 6F: 19 clusters Score -1.327069e+08 nChanged 128866
Entering Unmasked Mstep 
Mstep: Class 0 contains 673 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 39163 members 
Mstep: Class 3 contains 224285 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 1865 members 
Mstep: Class 6 contains 164481 members 
Mstep: Class 7 contains 3659 members 
Mstep: Class 8 contains 196279 members 
Mstep: Class 9 contains 4785 members 
Mstep: Class 10 contains 74152 members 
Mstep: Class 11 contains 54838 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 98792 members 
Mstep: Class 15 contains 6501 members 
Mstep: Class 16 contains 79145 members 
Mstep: Class 17 contains 47400 members 
Mstep: Class 18 contains 18265 members 
Mstep: Class 19 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2192.593994 but Gain 3433.046875
Score: -132891176.000000 Penalty: 58361.812500
Iteration 7F: 18 clusters Score -1.328912e+08 nChanged 113220
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 33818 members 
Mstep: Class 3 contains 225562 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 185099 members 
Mstep: Class 8 contains 199049 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 10 contains 66987 members 
Mstep: Class 11 contains 53747 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 83524 members 
Mstep: Class 15 contains 7303 members 
Mstep: Class 16 contains 83805 members 
Mstep: Class 17 contains 50044 members 
Mstep: Class 18 contains 18998 members 
Mstep: Class 19 contains 4909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132987912.000000 Penalty: 58361.812500
Iteration 8F: 18 clusters Score -1.329879e+08 nChanged 89100
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 28096 members 
Mstep: Class 3 contains 213878 members 
Mstep: Class 4 contains 4952 members 
Mstep: Class 5 contains 1460 members 
Mstep: Class 6 contains 210180 members 
Mstep: Class 8 contains 198611 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 60004 members 
Mstep: Class 11 contains 51952 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 76844 members 
Mstep: Class 15 contains 7981 members 
Mstep: Class 16 contains 86661 members 
Mstep: Class 17 contains 53612 members 
Mstep: Class 18 contains 19775 members 
Mstep: Class 19 contains 5311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133045168.000000 Penalty: 58361.812500
Iteration 9F: 18 clusters Score -1.330452e+08 nChanged 70461
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 23026 members 
Mstep: Class 3 contains 198385 members 
Mstep: Class 4 contains 5849 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 233531 members 
Mstep: Class 8 contains 198437 members 
Mstep: Class 9 contains 3143 members 
Mstep: Class 10 contains 55036 members 
Mstep: Class 11 contains 50080 members 
Mstep: Class 12 contains 2482 members 
Mstep: Class 13 contains 73320 members 
Mstep: Class 15 contains 8497 members 
Mstep: Class 16 contains 88551 members 
Mstep: Class 17 contains 57211 members 
Mstep: Class 18 contains 20754 members 
Mstep: Class 19 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133078856.000000 Penalty: 58361.812500
Iteration 10F: 18 clusters Score -1.330789e+08 nChanged 54607
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18941 members 
Mstep: Class 3 contains 185600 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 249884 members 
Mstep: Class 8 contains 198619 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 52650 members 
Mstep: Class 11 contains 48375 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 70720 members 
Mstep: Class 15 contains 8824 members 
Mstep: Class 16 contains 89854 members 
Mstep: Class 17 contains 60687 members 
Mstep: Class 18 contains 21893 members 
Mstep: Class 19 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133092928.000000 Penalty: 58361.812500
Iteration 11F: 18 clusters Score -1.330929e+08 nChanged 42142
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 16065 members 
Mstep: Class 3 contains 177627 members 
Mstep: Class 4 contains 8029 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 258144 members 
Mstep: Class 8 contains 198888 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 51883 members 
Mstep: Class 11 contains 47004 members 
Mstep: Class 12 contains 2872 members 
Mstep: Class 13 contains 68726 members 
Mstep: Class 15 contains 9038 members 
Mstep: Class 16 contains 91176 members 
Mstep: Class 17 contains 63672 members 
Mstep: Class 18 contains 23141 members 
Mstep: Class 19 contains 5644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133100104.000000 Penalty: 58361.812500
Iteration 12Q: 18 clusters Score -1.331001e+08 nChanged 34077
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14145 members 
Mstep: Class 3 contains 173482 members 
Mstep: Class 4 contains 9288 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 260567 members 
Mstep: Class 8 contains 199045 members 
Mstep: Class 9 contains 2152 members 
Mstep: Class 10 contains 51552 members 
Mstep: Class 11 contains 45928 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 67753 members 
Mstep: Class 15 contains 9161 members 
Mstep: Class 16 contains 92443 members 
Mstep: Class 17 contains 66140 members 
Mstep: Class 18 contains 24317 members 
Mstep: Class 19 contains 5512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133112464.000000 Penalty: 58361.812500
Iteration 13Q: 18 clusters Score -1.331125e+08 nChanged 28629
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12839 members 
Mstep: Class 3 contains 171618 members 
Mstep: Class 4 contains 10662 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 259650 members 
Mstep: Class 8 contains 198988 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 51205 members 
Mstep: Class 11 contains 45133 members 
Mstep: Class 12 contains 3147 members 
Mstep: Class 13 contains 67407 members 
Mstep: Class 15 contains 9243 members 
Mstep: Class 16 contains 93638 members 
Mstep: Class 17 contains 68243 members 
Mstep: Class 18 contains 25432 members 
Mstep: Class 19 contains 5376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133123096.000000 Penalty: 58361.812500
Iteration 14Q: 18 clusters Score -1.331231e+08 nChanged 24598
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 171072 members 
Mstep: Class 4 contains 11986 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 257168 members 
Mstep: Class 8 contains 198833 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 50669 members 
Mstep: Class 11 contains 44580 members 
Mstep: Class 12 contains 3238 members 
Mstep: Class 13 contains 67616 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 94723 members 
Mstep: Class 17 contains 70028 members 
Mstep: Class 18 contains 26478 members 
Mstep: Class 19 contains 5305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133131928.000000 Penalty: 58361.812500
Iteration 15Q: 18 clusters Score -1.331319e+08 nChanged 21435
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10867 members 
Mstep: Class 3 contains 170969 members 
Mstep: Class 4 contains 13138 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 253907 members 
Mstep: Class 8 contains 198593 members 
Mstep: Class 9 contains 1920 members 
Mstep: Class 10 contains 49989 members 
Mstep: Class 11 contains 44177 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 68268 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 95947 members 
Mstep: Class 17 contains 71492 members 
Mstep: Class 18 contains 27462 members 
Mstep: Class 19 contains 5329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133140104.000000 Penalty: 58361.812500
Iteration 16Q: 18 clusters Score -1.331401e+08 nChanged 18602
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10274 members 
Mstep: Class 3 contains 171005 members 
Mstep: Class 4 contains 14148 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 250431 members 
Mstep: Class 8 contains 198303 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 49226 members 
Mstep: Class 11 contains 43923 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 69080 members 
Mstep: Class 15 contains 9246 members 
Mstep: Class 16 contains 97383 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 28303 members 
Mstep: Class 19 contains 5347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133145992.000000 Penalty: 58361.812500
Iteration 17Q: 18 clusters Score -1.33146e+08 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 171230 members 
Mstep: Class 4 contains 15021 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 246950 members 
Mstep: Class 8 contains 198004 members 
Mstep: Class 9 contains 1873 members 
Mstep: Class 10 contains 48424 members 
Mstep: Class 11 contains 43712 members 
Mstep: Class 12 contains 3431 members 
Mstep: Class 13 contains 69901 members 
Mstep: Class 15 contains 9208 members 
Mstep: Class 16 contains 98915 members 
Mstep: Class 17 contains 73662 members 
Mstep: Class 18 contains 29127 members 
Mstep: Class 19 contains 5367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133151240.000000 Penalty: 58361.812500
Iteration 18Q: 18 clusters Score -1.331512e+08 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9495 members 
Mstep: Class 3 contains 171602 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 243662 members 
Mstep: Class 8 contains 197735 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 47603 members 
Mstep: Class 11 contains 43541 members 
Mstep: Class 12 contains 3495 members 
Mstep: Class 13 contains 70507 members 
Mstep: Class 15 contains 9161 members 
Mstep: Class 16 contains 100538 members 
Mstep: Class 17 contains 74441 members 
Mstep: Class 18 contains 29873 members 
Mstep: Class 19 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133155088.000000 Penalty: 58361.812500
Iteration 19Q: 18 clusters Score -1.331551e+08 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 171822 members 
Mstep: Class 4 contains 16306 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 240829 members 
Mstep: Class 8 contains 197543 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 46761 members 
Mstep: Class 11 contains 43437 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 71023 members 
Mstep: Class 15 contains 9111 members 
Mstep: Class 16 contains 102228 members 
Mstep: Class 17 contains 74963 members 
Mstep: Class 18 contains 30582 members 
Mstep: Class 19 contains 5397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133162000.000000 Penalty: 58361.812500
Iteration 20F: 18 clusters Score -1.33162e+08 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9124 members 
Mstep: Class 3 contains 171904 members 
Mstep: Class 4 contains 16823 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 238213 members 
Mstep: Class 8 contains 197325 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 45988 members 
Mstep: Class 11 contains 43279 members 
Mstep: Class 12 contains 3620 members 
Mstep: Class 13 contains 71489 members 
Mstep: Class 15 contains 9082 members 
Mstep: Class 16 contains 103824 members 
Mstep: Class 17 contains 75373 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 5830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133167080.000000 Penalty: 58361.812500
Iteration 21Q: 18 clusters Score -1.331671e+08 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 171948 members 
Mstep: Class 4 contains 17248 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 235892 members 
Mstep: Class 8 contains 197203 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 45285 members 
Mstep: Class 11 contains 43211 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 71873 members 
Mstep: Class 15 contains 9046 members 
Mstep: Class 16 contains 105365 members 
Mstep: Class 17 contains 75805 members 
Mstep: Class 18 contains 31862 members 
Mstep: Class 19 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133170272.000000 Penalty: 58361.812500
Iteration 22Q: 18 clusters Score -1.331703e+08 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8798 members 
Mstep: Class 3 contains 171950 members 
Mstep: Class 4 contains 17615 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 233897 members 
Mstep: Class 8 contains 197114 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 44638 members 
Mstep: Class 11 contains 43143 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 72125 members 
Mstep: Class 15 contains 9029 members 
Mstep: Class 16 contains 106807 members 
Mstep: Class 17 contains 76129 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 5755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133172656.000000 Penalty: 58361.812500
Iteration 23Q: 18 clusters Score -1.331727e+08 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 171946 members 
Mstep: Class 4 contains 17901 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 232177 members 
Mstep: Class 8 contains 197015 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 43074 members 
Mstep: Class 12 contains 3789 members 
Mstep: Class 13 contains 72404 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 108093 members 
Mstep: Class 17 contains 76415 members 
Mstep: Class 18 contains 32938 members 
Mstep: Class 19 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133174800.000000 Penalty: 58361.812500
Iteration 24Q: 18 clusters Score -1.331748e+08 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8621 members 
Mstep: Class 3 contains 171884 members 
Mstep: Class 4 contains 18139 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 230626 members 
Mstep: Class 8 contains 196904 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 43420 members 
Mstep: Class 11 contains 43034 members 
Mstep: Class 12 contains 3823 members 
Mstep: Class 13 contains 72718 members 
Mstep: Class 15 contains 8999 members 
Mstep: Class 16 contains 109230 members 
Mstep: Class 17 contains 76637 members 
Mstep: Class 18 contains 33442 members 
Mstep: Class 19 contains 5723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133176224.000000 Penalty: 58361.812500
Iteration 25Q: 18 clusters Score -1.331762e+08 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8569 members 
Mstep: Class 3 contains 171736 members 
Mstep: Class 4 contains 18347 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 229360 members 
Mstep: Class 8 contains 196836 members 
Mstep: Class 9 contains 1744 members 
Mstep: Class 10 contains 42942 members 
Mstep: Class 11 contains 42989 members 
Mstep: Class 12 contains 3864 members 
Mstep: Class 13 contains 72957 members 
Mstep: Class 15 contains 8982 members 
Mstep: Class 16 contains 110210 members 
Mstep: Class 17 contains 76755 members 
Mstep: Class 18 contains 33929 members 
Mstep: Class 19 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133177368.000000 Penalty: 58361.812500
Iteration 26Q: 18 clusters Score -1.331774e+08 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 171634 members 
Mstep: Class 4 contains 18543 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 228171 members 
Mstep: Class 8 contains 196731 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 42523 members 
Mstep: Class 11 contains 42998 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 73160 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 111072 members 
Mstep: Class 17 contains 76869 members 
Mstep: Class 18 contains 34371 members 
Mstep: Class 19 contains 5724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133178944.000000 Penalty: 58361.812500
Iteration 27Q: 18 clusters Score -1.331789e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8514 members 
Mstep: Class 3 contains 171483 members 
Mstep: Class 4 contains 18689 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 227085 members 
Mstep: Class 8 contains 196673 members 
Mstep: Class 9 contains 1732 members 
Mstep: Class 10 contains 42180 members 
Mstep: Class 11 contains 42995 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 73333 members 
Mstep: Class 15 contains 8947 members 
Mstep: Class 16 contains 111845 members 
Mstep: Class 17 contains 77017 members 
Mstep: Class 18 contains 34795 members 
Mstep: Class 19 contains 5730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133179712.000000 Penalty: 58361.812500
Iteration 28Q: 18 clusters Score -1.331797e+08 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8515 members 
Mstep: Class 3 contains 171267 members 
Mstep: Class 4 contains 18821 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 226261 members 
Mstep: Class 8 contains 196607 members 
Mstep: Class 9 contains 1724 members 
Mstep: Class 10 contains 41862 members 
Mstep: Class 11 contains 42973 members 
Mstep: Class 12 contains 3951 members 
Mstep: Class 13 contains 73416 members 
Mstep: Class 15 contains 8930 members 
Mstep: Class 16 contains 112549 members 
Mstep: Class 17 contains 77163 members 
Mstep: Class 18 contains 35184 members 
Mstep: Class 19 contains 5724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133180624.000000 Penalty: 58361.812500
Iteration 29Q: 18 clusters Score -1.331806e+08 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8511 members 
Mstep: Class 3 contains 170993 members 
Mstep: Class 4 contains 18929 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 225633 members 
Mstep: Class 8 contains 196555 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 41572 members 
Mstep: Class 11 contains 42958 members 
Mstep: Class 12 contains 3976 members 
Mstep: Class 13 contains 73480 members 
Mstep: Class 15 contains 8909 members 
Mstep: Class 16 contains 113118 members 
Mstep: Class 17 contains 77310 members 
Mstep: Class 18 contains 35557 members 
Mstep: Class 19 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133180696.000000 Penalty: 58361.812500
Iteration 30Q: 18 clusters Score -1.331807e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8525 members 
Mstep: Class 3 contains 170729 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 225156 members 
Mstep: Class 8 contains 196479 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 41323 members 
Mstep: Class 11 contains 42950 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 73486 members 
Mstep: Class 15 contains 8884 members 
Mstep: Class 16 contains 113636 members 
Mstep: Class 17 contains 77415 members 
Mstep: Class 18 contains 35932 members 
Mstep: Class 19 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133181832.000000 Penalty: 58361.812500
Iteration 31Q: 18 clusters Score -1.331818e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8541 members 
Mstep: Class 3 contains 170460 members 
Mstep: Class 4 contains 19047 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 224734 members 
Mstep: Class 8 contains 196432 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 41113 members 
Mstep: Class 11 contains 42944 members 
Mstep: Class 12 contains 4021 members 
Mstep: Class 13 contains 73487 members 
Mstep: Class 15 contains 8875 members 
Mstep: Class 16 contains 114110 members 
Mstep: Class 17 contains 77471 members 
Mstep: Class 18 contains 36267 members 
Mstep: Class 19 contains 5723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133182512.000000 Penalty: 58361.812500
Iteration 32Q: 18 clusters Score -1.331825e+08 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8554 members 
Mstep: Class 3 contains 170122 members 
Mstep: Class 4 contains 19096 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 224434 members 
Mstep: Class 8 contains 196396 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 40923 members 
Mstep: Class 11 contains 42942 members 
Mstep: Class 12 contains 4044 members 
Mstep: Class 13 contains 73468 members 
Mstep: Class 15 contains 8867 members 
Mstep: Class 16 contains 114513 members 
Mstep: Class 17 contains 77574 members 
Mstep: Class 18 contains 36576 members 
Mstep: Class 19 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133182960.000000 Penalty: 58361.812500
Iteration 33Q: 18 clusters Score -1.33183e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 169754 members 
Mstep: Class 4 contains 19139 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 224163 members 
Mstep: Class 8 contains 196357 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 40745 members 
Mstep: Class 11 contains 42951 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 73437 members 
Mstep: Class 15 contains 8858 members 
Mstep: Class 16 contains 114927 members 
Mstep: Class 17 contains 77628 members 
Mstep: Class 18 contains 36916 members 
Mstep: Class 19 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133183208.000000 Penalty: 58361.812500
Iteration 34Q: 18 clusters Score -1.331832e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 169399 members 
Mstep: Class 4 contains 19187 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 223949 members 
Mstep: Class 8 contains 196331 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 40580 members 
Mstep: Class 11 contains 42967 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 73370 members 
Mstep: Class 15 contains 8855 members 
Mstep: Class 16 contains 115316 members 
Mstep: Class 17 contains 77615 members 
Mstep: Class 18 contains 37271 members 
Mstep: Class 19 contains 5715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133183224.000000 Penalty: 58361.812500
Iteration 35Q: 18 clusters Score -1.331832e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8606 members 
Mstep: Class 3 contains 169023 members 
Mstep: Class 4 contains 19211 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 223819 members 
Mstep: Class 8 contains 196330 members 
Mstep: Class 9 contains 1708 members 
Mstep: Class 10 contains 40429 members 
Mstep: Class 11 contains 42973 members 
Mstep: Class 12 contains 4109 members 
Mstep: Class 13 contains 73243 members 
Mstep: Class 15 contains 8845 members 
Mstep: Class 16 contains 115701 members 
Mstep: Class 17 contains 77623 members 
Mstep: Class 18 contains 37619 members 
Mstep: Class 19 contains 5708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133183672.000000 Penalty: 58361.812500
Iteration 36Q: 18 clusters Score -1.331837e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8626 members 
Mstep: Class 3 contains 168580 members 
Mstep: Class 4 contains 19224 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 223753 members 
Mstep: Class 8 contains 196331 members 
Mstep: Class 9 contains 1705 members 
Mstep: Class 10 contains 40294 members 
Mstep: Class 11 contains 42973 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 73154 members 
Mstep: Class 15 contains 8835 members 
Mstep: Class 16 contains 116080 members 
Mstep: Class 17 contains 77637 members 
Mstep: Class 18 contains 37918 members 
Mstep: Class 19 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133184144.000000 Penalty: 58361.812500
Iteration 37Q: 18 clusters Score -1.331841e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8643 members 
Mstep: Class 3 contains 168106 members 
Mstep: Class 4 contains 19229 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 223707 members 
Mstep: Class 8 contains 196352 members 
Mstep: Class 9 contains 1704 members 
Mstep: Class 10 contains 40175 members 
Mstep: Class 11 contains 42990 members 
Mstep: Class 12 contains 4165 members 
Mstep: Class 13 contains 73079 members 
Mstep: Class 15 contains 8819 members 
Mstep: Class 16 contains 116438 members 
Mstep: Class 17 contains 77689 members 
Mstep: Class 18 contains 38163 members 
Mstep: Class 19 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133184488.000000 Penalty: 58361.812500
Iteration 38Q: 18 clusters Score -1.331845e+08 nChanged 2343
Entering ConstructFrom: 
Score: -133184488.000000 Penalty: 58361.812500
Entering ConstructFrom: 
Trying to split cluster 1 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -147264.578125 Penalty: 1797.805298
	Iteration 0F: 2 clusters Score -147264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -145239.937500 Penalty: 3595.610596
	Iteration 0F: 3 clusters Score -145239.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -146203.234375 Penalty: 3595.610596
	Iteration 1F: 3 clusters Score -146203.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -146862.234375 Penalty: 3595.610596
	Iteration 2F: 3 clusters Score -146862.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -147482.843750 Penalty: 3595.610596
	Iteration 3F: 3 clusters Score -147482.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147854.203125 Penalty: 3595.610596
	Iteration 4F: 3 clusters Score -147854.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -148003.921875 Penalty: 3595.610596
	Iteration 5Q: 3 clusters Score -148003.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -148166.015625 Penalty: 3595.610596
	Iteration 6Q: 3 clusters Score -148166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -148290.250000 Penalty: 3595.610596
	Iteration 7Q: 3 clusters Score -148290.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -148543.828125 Penalty: 3595.610596
	Iteration 8Q: 3 clusters Score -148543.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -148790.359375 Penalty: 3595.610596
	Iteration 9Q: 3 clusters Score -148790.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -148847.890625 Penalty: 3595.610596
	Iteration 10Q: 3 clusters Score -148847.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -148903.531250 Penalty: 3595.610596
	Iteration 11Q: 3 clusters Score -148903.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -148989.843750 Penalty: 3595.610596
	Iteration 12Q: 3 clusters Score -148989.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -149070.437500 Penalty: 3595.610596
	Iteration 13Q: 3 clusters Score -149070.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -149100.578125 Penalty: 3595.610596
	Iteration 14Q: 3 clusters Score -149100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -149119.500000 Penalty: 3595.610596
	Iteration 15Q: 3 clusters Score -149119.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -149135.312500 Penalty: 3595.610596
	Iteration 16Q: 3 clusters Score -149135.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -149157.078125 Penalty: 3595.610596
	Iteration 17Q: 3 clusters Score -149157.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -149185.484375 Penalty: 3595.610596
	Iteration 18Q: 3 clusters Score -149185.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -149246.515625 Penalty: 3595.610596
	Iteration 19Q: 3 clusters Score -149246.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -149373.359375 Penalty: 3595.610596
	Iteration 20F: 3 clusters Score -149373.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -149568.468750 Penalty: 3595.610596
	Iteration 21Q: 3 clusters Score -149568.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149620.328125 Penalty: 3595.610596
	Iteration 22Q: 3 clusters Score -149620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149642.546875 Penalty: 3595.610596
	Iteration 23Q: 3 clusters Score -149642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -149655.140625 Penalty: 3595.610596
	Iteration 24Q: 3 clusters Score -149655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -149695.390625 Penalty: 3595.610596
	Iteration 25Q: 3 clusters Score -149695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -149740.078125 Penalty: 3595.610596
	Iteration 26Q: 3 clusters Score -149740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -149795.234375 Penalty: 3595.610596
	Iteration 27Q: 3 clusters Score -149795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -149808.453125 Penalty: 3595.610596
	Iteration 28Q: 3 clusters Score -149808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -149809.843750 Penalty: 3595.610596
	Iteration 29Q: 3 clusters Score -149809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -149809.843750 Penalty: 3595.610596
	Iteration 30F: 3 clusters Score -149809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 167653 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 223680 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 196377 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 40071 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 73057 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 116720 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 5678 members 
Entering Unmasked Estep 
Score: -133185952.000000 Penalty: 61794.859375
Splitting cluster 1 changes total score from -133184488.000000 to -133185952.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (8654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Entering Unmasked Estep 
Score: -1104279.250000 Penalty: 2248.312744
	Iteration 0F: 2 clusters Score -1104279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1097419.000000 Penalty: 4496.625488
	Iteration 0F: 3 clusters Score -1097419 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1099387.125000 Penalty: 4496.625488
	Iteration 1F: 3 clusters Score -1099387 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1099704.625000 Penalty: 4496.625488
	Iteration 2F: 3 clusters Score -1099705 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1099954.625000 Penalty: 4496.625488
	Iteration 3F: 3 clusters Score -1099955 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1100172.500000 Penalty: 4496.625488
	Iteration 4Q: 3 clusters Score -1100172 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1100350.000000 Penalty: 4496.625488
	Iteration 5Q: 3 clusters Score -1100350 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1100517.500000 Penalty: 4496.625488
	Iteration 6Q: 3 clusters Score -1100518 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1100674.500000 Penalty: 4496.625488
	Iteration 7Q: 3 clusters Score -1100674 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1100845.500000 Penalty: 4496.625488
	Iteration 8Q: 3 clusters Score -1100846 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1101019.125000 Penalty: 4496.625488
	Iteration 9Q: 3 clusters Score -1101019 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1101242.250000 Penalty: 4496.625488
	Iteration 10Q: 3 clusters Score -1101242 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1101538.625000 Penalty: 4496.625488
	Iteration 11Q: 3 clusters Score -1101539 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1101863.125000 Penalty: 4496.625488
	Iteration 12Q: 3 clusters Score -1101863 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1102188.625000 Penalty: 4496.625488
	Iteration 13Q: 3 clusters Score -1102189 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1102428.250000 Penalty: 4496.625488
	Iteration 14Q: 3 clusters Score -1102428 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1102590.375000 Penalty: 4496.625488
	Iteration 15Q: 3 clusters Score -1102590 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1102726.125000 Penalty: 4496.625488
	Iteration 16Q: 3 clusters Score -1102726 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1102831.750000 Penalty: 4496.625488
	Iteration 17Q: 3 clusters Score -1102832 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1102924.375000 Penalty: 4496.625488
	Iteration 18Q: 3 clusters Score -1102924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1102993.000000 Penalty: 4496.625488
	Iteration 19Q: 3 clusters Score -1102993 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1103060.125000 Penalty: 4496.625488
	Iteration 20F: 3 clusters Score -1103060 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1103107.625000 Penalty: 4496.625488
	Iteration 21Q: 3 clusters Score -1103108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1103146.500000 Penalty: 4496.625488
	Iteration 22Q: 3 clusters Score -1103146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1103178.375000 Penalty: 4496.625488
	Iteration 23Q: 3 clusters Score -1103178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1103203.375000 Penalty: 4496.625488
	Iteration 24Q: 3 clusters Score -1103203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1103215.750000 Penalty: 4496.625488
	Iteration 25Q: 3 clusters Score -1103216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1103222.375000 Penalty: 4496.625488
	Iteration 26Q: 3 clusters Score -1103222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1103227.875000 Penalty: 4496.625488
	Iteration 27Q: 3 clusters Score -1103228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1103232.625000 Penalty: 4496.625488
	Iteration 28Q: 3 clusters Score -1103233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1103234.750000 Penalty: 4496.625488
	Iteration 29Q: 3 clusters Score -1103235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1103235.000000 Penalty: 4496.625488
	Iteration 30Q: 3 clusters Score -1103235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1103236.750000 Penalty: 4496.625488
	Iteration 31Q: 3 clusters Score -1103237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1103237.750000 Penalty: 4496.625488
	Iteration 32Q: 3 clusters Score -1103238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1103237.750000 Penalty: 4496.625488
	Iteration 33F: 3 clusters Score -1103238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Entering Unmasked Estep 
Score: -22284610.000000 Penalty: 2983.353516
	Iteration 0F: 2 clusters Score -2.228461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -22174000.000000 Penalty: 5966.707031
	Iteration 0F: 3 clusters Score -2.2174e+07 nChanged 79988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
Score: -22220764.000000 Penalty: 5966.707031
	Iteration 1F: 3 clusters Score -2.222076e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -22222110.000000 Penalty: 5966.707031
	Iteration 2Q: 3 clusters Score -2.222211e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -22223454.000000 Penalty: 5966.707031
	Iteration 3Q: 3 clusters Score -2.222345e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -22225328.000000 Penalty: 5966.707031
	Iteration 4Q: 3 clusters Score -2.222533e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -22227338.000000 Penalty: 5966.707031
	Iteration 5Q: 3 clusters Score -2.222734e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
Score: -22230312.000000 Penalty: 5966.707031
	Iteration 6Q: 3 clusters Score -2.223031e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -22234544.000000 Penalty: 5966.707031
	Iteration 7Q: 3 clusters Score -2.223454e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 105740 members 
Entering Unmasked Estep 
Score: -22240004.000000 Penalty: 5966.707031
	Iteration 8F: 3 clusters Score -2.224e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 111867 members 
Entering Unmasked Estep 
Score: -22246266.000000 Penalty: 5966.707031
	Iteration 9F: 3 clusters Score -2.224627e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 117636 members 
Entering Unmasked Estep 
Score: -22253142.000000 Penalty: 5966.707031
	Iteration 10F: 3 clusters Score -2.225314e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 122433 members 
Entering Unmasked Estep 
Score: -22259606.000000 Penalty: 5966.707031
	Iteration 11F: 3 clusters Score -2.225961e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 126018 members 
Entering Unmasked Estep 
Score: -22264504.000000 Penalty: 5966.707031
	Iteration 12Q: 3 clusters Score -2.22645e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -22267582.000000 Penalty: 5966.707031
	Iteration 13Q: 3 clusters Score -2.226758e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 131173 members 
Entering Unmasked Estep 
Score: -22269318.000000 Penalty: 5966.707031
	Iteration 14Q: 3 clusters Score -2.226932e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 133320 members 
Entering Unmasked Estep 
Score: -22270746.000000 Penalty: 5966.707031
	Iteration 15Q: 3 clusters Score -2.227075e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 135341 members 
Entering Unmasked Estep 
Score: -22271914.000000 Penalty: 5966.707031
	Iteration 16Q: 3 clusters Score -2.227191e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 137330 members 
Entering Unmasked Estep 
Score: -22273060.000000 Penalty: 5966.707031
	Iteration 17Q: 3 clusters Score -2.227306e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 139109 members 
Entering Unmasked Estep 
Score: -22274124.000000 Penalty: 5966.707031
	Iteration 18Q: 3 clusters Score -2.227412e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 140785 members 
Entering Unmasked Estep 
Score: -22275054.000000 Penalty: 5966.707031
	Iteration 19Q: 3 clusters Score -2.227505e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 142358 members 
Entering Unmasked Estep 
Score: -22275768.000000 Penalty: 5966.707031
	Iteration 20F: 3 clusters Score -2.227577e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 143887 members 
Entering Unmasked Estep 
Score: -22276426.000000 Penalty: 5966.707031
	Iteration 21Q: 3 clusters Score -2.227643e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 145370 members 
Entering Unmasked Estep 
Score: -22277104.000000 Penalty: 5966.707031
	Iteration 22Q: 3 clusters Score -2.22771e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 146778 members 
Entering Unmasked Estep 
Score: -22277702.000000 Penalty: 5966.707031
	Iteration 23Q: 3 clusters Score -2.22777e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 148142 members 
Entering Unmasked Estep 
Score: -22278292.000000 Penalty: 5966.707031
	Iteration 24Q: 3 clusters Score -2.227829e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 149441 members 
Entering Unmasked Estep 
Score: -22278904.000000 Penalty: 5966.707031
	Iteration 25Q: 3 clusters Score -2.22789e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 150688 members 
Entering Unmasked Estep 
Score: -22279522.000000 Penalty: 5966.707031
	Iteration 26Q: 3 clusters Score -2.227952e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 151874 members 
Entering Unmasked Estep 
Score: -22279968.000000 Penalty: 5966.707031
	Iteration 27Q: 3 clusters Score -2.227997e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 152991 members 
Entering Unmasked Estep 
Score: -22280422.000000 Penalty: 5966.707031
	Iteration 28Q: 3 clusters Score -2.228042e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 154017 members 
Entering Unmasked Estep 
Score: -22280850.000000 Penalty: 5966.707031
	Iteration 29Q: 3 clusters Score -2.228085e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 155017 members 
Entering Unmasked Estep 
Score: -22281154.000000 Penalty: 5966.707031
	Iteration 30Q: 3 clusters Score -2.228115e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 155932 members 
Entering Unmasked Estep 
Score: -22281372.000000 Penalty: 5966.707031
	Iteration 31Q: 3 clusters Score -2.228137e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 156805 members 
Entering Unmasked Estep 
Score: -22281666.000000 Penalty: 5966.707031
	Iteration 32Q: 3 clusters Score -2.228167e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 157561 members 
Entering Unmasked Estep 
Score: -22281926.000000 Penalty: 5966.707031
	Iteration 33Q: 3 clusters Score -2.228193e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -22282182.000000 Penalty: 5966.707031
	Iteration 34Q: 3 clusters Score -2.228218e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -22282384.000000 Penalty: 5966.707031
	Iteration 35Q: 3 clusters Score -2.228238e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 159628 members 
Entering Unmasked Estep 
Score: -22282436.000000 Penalty: 5966.707031
	Iteration 36Q: 3 clusters Score -2.228244e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 160158 members 
Entering Unmasked Estep 
Score: -22282612.000000 Penalty: 5966.707031
	Iteration 37Q: 3 clusters Score -2.228261e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -22282696.000000 Penalty: 5966.707031
	Iteration 38Q: 3 clusters Score -2.22827e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 161007 members 
Entering Unmasked Estep 
Score: -22282826.000000 Penalty: 5966.707031
	Iteration 39Q: 3 clusters Score -2.228283e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 161388 members 
Entering Unmasked Estep 
Score: -22282880.000000 Penalty: 5966.707031
	Iteration 40F: 3 clusters Score -2.228288e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -22282922.000000 Penalty: 5966.707031
	Iteration 41Q: 3 clusters Score -2.228292e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -22282948.000000 Penalty: 5966.707031
	Iteration 42Q: 3 clusters Score -2.228295e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 162221 members 
Entering Unmasked Estep 
Score: -22283004.000000 Penalty: 5966.707031
	Iteration 43Q: 3 clusters Score -2.2283e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 162410 members 
Entering Unmasked Estep 
Score: -22283032.000000 Penalty: 5966.707031
	Iteration 44Q: 3 clusters Score -2.228303e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 162601 members 
Entering Unmasked Estep 
Score: -22283018.000000 Penalty: 5966.707031
	Iteration 45Q: 3 clusters Score -2.228302e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 162756 members 
Entering Unmasked Estep 
Score: -22283100.000000 Penalty: 5966.707031
	Iteration 46Q: 3 clusters Score -2.22831e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 162889 members 
Entering Unmasked Estep 
Score: -22283084.000000 Penalty: 5966.707031
	Iteration 47Q: 3 clusters Score -2.228308e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 163002 members 
Entering Unmasked Estep 
Score: -22283094.000000 Penalty: 5966.707031
	Iteration 48Q: 3 clusters Score -2.228309e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 163092 members 
Entering Unmasked Estep 
Score: -22283098.000000 Penalty: 5966.707031
	Iteration 49Q: 3 clusters Score -2.22831e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -22283094.000000 Penalty: 5966.707031
	Iteration 50Q: 3 clusters Score -2.228309e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 163241 members 
Entering Unmasked Estep 
Score: -22283076.000000 Penalty: 5966.707031
	Iteration 51Q: 3 clusters Score -2.228308e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -22283090.000000 Penalty: 5966.707031
	Iteration 52Q: 3 clusters Score -2.228309e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 163351 members 
Entering Unmasked Estep 
Score: -22283120.000000 Penalty: 5966.707031
	Iteration 53Q: 3 clusters Score -2.228312e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 163392 members 
Entering Unmasked Estep 
Score: -22283112.000000 Penalty: 5966.707031
	Iteration 54Q: 3 clusters Score -2.228311e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 163433 members 
Entering Unmasked Estep 
Score: -22283130.000000 Penalty: 5966.707031
	Iteration 55Q: 3 clusters Score -2.228313e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 163472 members 
Entering Unmasked Estep 
Score: -22283110.000000 Penalty: 5966.707031
	Iteration 56Q: 3 clusters Score -2.228311e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 163503 members 
Entering Unmasked Estep 
Score: -22283120.000000 Penalty: 5966.707031
	Iteration 57Q: 3 clusters Score -2.228312e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 163538 members 
Entering Unmasked Estep 
Score: -22283142.000000 Penalty: 5966.707031
	Iteration 58Q: 3 clusters Score -2.228314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 163571 members 
Entering Unmasked Estep 
Score: -22283138.000000 Penalty: 5966.707031
	Iteration 59Q: 3 clusters Score -2.228314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -22283122.000000 Penalty: 5966.707031
	Iteration 60F: 3 clusters Score -2.228312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 163619 members 
Entering Unmasked Estep 
Score: -22283140.000000 Penalty: 5966.707031
	Iteration 61Q: 3 clusters Score -2.228314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 163636 members 
Entering Unmasked Estep 
Score: -22283124.000000 Penalty: 5966.707031
	Iteration 62Q: 3 clusters Score -2.228312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 163660 members 
Entering Unmasked Estep 
Score: -22283140.000000 Penalty: 5966.707031
	Iteration 63Q: 3 clusters Score -2.228314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -22283156.000000 Penalty: 5966.707031
	Iteration 64Q: 3 clusters Score -2.228316e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 163705 members 
Entering Unmasked Estep 
Score: -22283156.000000 Penalty: 5966.707031
	Iteration 65Q: 3 clusters Score -2.228316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 163735 members 
Entering Unmasked Estep 
Score: -22283164.000000 Penalty: 5966.707031
	Iteration 66Q: 3 clusters Score -2.228316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 163765 members 
Entering Unmasked Estep 
Score: -22283166.000000 Penalty: 5966.707031
	Iteration 67Q: 3 clusters Score -2.228317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 163789 members 
Entering Unmasked Estep 
Score: -22283164.000000 Penalty: 5966.707031
	Iteration 68Q: 3 clusters Score -2.228316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 163815 members 
Entering Unmasked Estep 
Score: -22283162.000000 Penalty: 5966.707031
	Iteration 69Q: 3 clusters Score -2.228316e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 163835 members 
Entering Unmasked Estep 
Score: -22283172.000000 Penalty: 5966.707031
	Iteration 70Q: 3 clusters Score -2.228317e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 163855 members 
Entering Unmasked Estep 
Score: -22283194.000000 Penalty: 5966.707031
	Iteration 71Q: 3 clusters Score -2.228319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 163875 members 
Entering Unmasked Estep 
Score: -22283176.000000 Penalty: 5966.707031
	Iteration 72Q: 3 clusters Score -2.228318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -22283192.000000 Penalty: 5966.707031
	Iteration 73Q: 3 clusters Score -2.228319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 163917 members 
Entering Unmasked Estep 
Score: -22283188.000000 Penalty: 5966.707031
	Iteration 74Q: 3 clusters Score -2.228319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -22283176.000000 Penalty: 5966.707031
	Iteration 75Q: 3 clusters Score -2.228318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 163952 members 
Entering Unmasked Estep 
Score: -22283174.000000 Penalty: 5966.707031
	Iteration 76Q: 3 clusters Score -2.228317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 163973 members 
Entering Unmasked Estep 
Score: -22283172.000000 Penalty: 5966.707031
	Iteration 77Q: 3 clusters Score -2.228317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 163986 members 
Entering Unmasked Estep 
Score: -22283174.000000 Penalty: 5966.707031
	Iteration 78Q: 3 clusters Score -2.228317e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 164008 members 
Entering Unmasked Estep 
Score: -22283178.000000 Penalty: 5966.707031
	Iteration 79Q: 3 clusters Score -2.228318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 164026 members 
Entering Unmasked Estep 
Score: -22283200.000000 Penalty: 5966.707031
	Iteration 80F: 3 clusters Score -2.22832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -22283188.000000 Penalty: 5966.707031
	Iteration 81Q: 3 clusters Score -2.228319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 164042 members 
Entering Unmasked Estep 
Score: -22283200.000000 Penalty: 5966.707031
	Iteration 82Q: 3 clusters Score -2.22832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 164055 members 
Entering Unmasked Estep 
Score: -22283216.000000 Penalty: 5966.707031
	Iteration 83Q: 3 clusters Score -2.228322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -22283226.000000 Penalty: 5966.707031
	Iteration 84Q: 3 clusters Score -2.228323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 164065 members 
Entering Unmasked Estep 
Score: -22283192.000000 Penalty: 5966.707031
	Iteration 85Q: 3 clusters Score -2.228319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 164068 members 
Entering Unmasked Estep 
Score: -22283196.000000 Penalty: 5966.707031
	Iteration 86Q: 3 clusters Score -2.22832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 164070 members 
Entering Unmasked Estep 
Score: -22283194.000000 Penalty: 5966.707031
	Iteration 87Q: 3 clusters Score -2.228319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 164073 members 
Entering Unmasked Estep 
Score: -22283192.000000 Penalty: 5966.707031
	Iteration 88Q: 3 clusters Score -2.228319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -22283194.000000 Penalty: 5966.707031
	Iteration 89Q: 3 clusters Score -2.228319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -22283204.000000 Penalty: 5966.707031
	Iteration 90Q: 3 clusters Score -2.22832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 164081 members 
Entering Unmasked Estep 
Score: -22283206.000000 Penalty: 5966.707031
	Iteration 91Q: 3 clusters Score -2.228321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 164086 members 
Entering Unmasked Estep 
Score: -22283200.000000 Penalty: 5966.707031
	Iteration 92Q: 3 clusters Score -2.22832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 164092 members 
Entering Unmasked Estep 
Score: -22283194.000000 Penalty: 5966.707031
	Iteration 93Q: 3 clusters Score -2.228319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 164095 members 
Entering Unmasked Estep 
Score: -22283186.000000 Penalty: 5966.707031
	Iteration 94Q: 3 clusters Score -2.228319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -22283188.000000 Penalty: 5966.707031
	Iteration 95Q: 3 clusters Score -2.228319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -22283204.000000 Penalty: 5966.707031
	Iteration 96Q: 3 clusters Score -2.22832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -22283204.000000 Penalty: 5966.707031
	Iteration 97F: 3 clusters Score -2.22832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Entering Unmasked Estep 
Score: -2594958.500000 Penalty: 2446.508789
	Iteration 0F: 2 clusters Score -2594958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2581443.750000 Penalty: 4893.017578
	Iteration 0F: 3 clusters Score -2581444 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2585948.250000 Penalty: 4893.017578
	Iteration 1F: 3 clusters Score -2585948 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2586533.500000 Penalty: 4893.017578
	Iteration 2F: 3 clusters Score -2586534 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2587133.000000 Penalty: 4893.017578
	Iteration 3F: 3 clusters Score -2587133 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2587724.250000 Penalty: 4893.017578
	Iteration 4F: 3 clusters Score -2587724 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2588376.500000 Penalty: 4893.017578
	Iteration 5F: 3 clusters Score -2588376 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2589094.750000 Penalty: 4893.017578
	Iteration 6F: 3 clusters Score -2589095 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2589869.000000 Penalty: 4893.017578
	Iteration 7F: 3 clusters Score -2589869 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2590657.500000 Penalty: 4893.017578
	Iteration 8F: 3 clusters Score -2590658 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2591449.000000 Penalty: 4893.017578
	Iteration 9F: 3 clusters Score -2591449 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2592030.750000 Penalty: 4893.017578
	Iteration 10Q: 3 clusters Score -2592031 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2592489.500000 Penalty: 4893.017578
	Iteration 11Q: 3 clusters Score -2592490 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2592833.000000 Penalty: 4893.017578
	Iteration 12Q: 3 clusters Score -2592833 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2593101.750000 Penalty: 4893.017578
	Iteration 13Q: 3 clusters Score -2593102 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2593305.750000 Penalty: 4893.017578
	Iteration 14Q: 3 clusters Score -2593306 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2593457.250000 Penalty: 4893.017578
	Iteration 15Q: 3 clusters Score -2593457 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2593609.500000 Penalty: 4893.017578
	Iteration 16Q: 3 clusters Score -2593610 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2593705.000000 Penalty: 4893.017578
	Iteration 17Q: 3 clusters Score -2593705 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2593800.250000 Penalty: 4893.017578
	Iteration 18Q: 3 clusters Score -2593800 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2593860.750000 Penalty: 4893.017578
	Iteration 19Q: 3 clusters Score -2593861 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2593908.500000 Penalty: 4893.017578
	Iteration 20F: 3 clusters Score -2593908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2593943.750000 Penalty: 4893.017578
	Iteration 21Q: 3 clusters Score -2593944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2593968.000000 Penalty: 4893.017578
	Iteration 22Q: 3 clusters Score -2593968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2593987.750000 Penalty: 4893.017578
	Iteration 23Q: 3 clusters Score -2593988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2594010.500000 Penalty: 4893.017578
	Iteration 24Q: 3 clusters Score -2594010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2594020.000000 Penalty: 4893.017578
	Iteration 25Q: 3 clusters Score -2594020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2594035.000000 Penalty: 4893.017578
	Iteration 26Q: 3 clusters Score -2594035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2594043.000000 Penalty: 4893.017578
	Iteration 27Q: 3 clusters Score -2594043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2594046.250000 Penalty: 4893.017578
	Iteration 28Q: 3 clusters Score -2594046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2594048.750000 Penalty: 4893.017578
	Iteration 29Q: 3 clusters Score -2594049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2594056.000000 Penalty: 4893.017578
	Iteration 30Q: 3 clusters Score -2594056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2594070.000000 Penalty: 4893.017578
	Iteration 31Q: 3 clusters Score -2594070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2594069.500000 Penalty: 4893.017578
	Iteration 32Q: 3 clusters Score -2594070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2594072.750000 Penalty: 4893.017578
	Iteration 33Q: 3 clusters Score -2594073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2594076.000000 Penalty: 4893.017578
	Iteration 34Q: 3 clusters Score -2594076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2594079.000000 Penalty: 4893.017578
	Iteration 35Q: 3 clusters Score -2594079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2594079.250000 Penalty: 4893.017578
	Iteration 36Q: 3 clusters Score -2594079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2594077.250000 Penalty: 4893.017578
	Iteration 37Q: 3 clusters Score -2594077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2594083.250000 Penalty: 4893.017578
	Iteration 38Q: 3 clusters Score -2594083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2594079.750000 Penalty: 4893.017578
	Iteration 39Q: 3 clusters Score -2594080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2594079.500000 Penalty: 4893.017578
	Iteration 40F: 3 clusters Score -2594080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2594081.500000 Penalty: 4893.017578
	Iteration 41Q: 3 clusters Score -2594082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2594080.000000 Penalty: 4893.017578
	Iteration 42Q: 3 clusters Score -2594080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2594080.000000 Penalty: 4893.017578
	Iteration 43F: 3 clusters Score -2594080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -145805.390625 Penalty: 1798.685059
	Iteration 0F: 2 clusters Score -145805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -144007.312500 Penalty: 3597.370117
	Iteration 0F: 3 clusters Score -144007.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -146059.484375 Penalty: 3597.370117
	Iteration 1F: 3 clusters Score -146059.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -147111.000000 Penalty: 3597.370117
	Iteration 2F: 3 clusters Score -147111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -147788.000000 Penalty: 3597.370117
	Iteration 3F: 3 clusters Score -147788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -148001.156250 Penalty: 3597.370117
	Iteration 4Q: 3 clusters Score -148001.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -148192.625000 Penalty: 3597.370117
	Iteration 5Q: 3 clusters Score -148192.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -148419.609375 Penalty: 3597.370117
	Iteration 6Q: 3 clusters Score -148419.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -148504.281250 Penalty: 3597.370117
	Iteration 7Q: 3 clusters Score -148504.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -148523.859375 Penalty: 3597.370117
	Iteration 8Q: 3 clusters Score -148523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -148533.468750 Penalty: 3597.370117
	Iteration 9Q: 3 clusters Score -148533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -148544.109375 Penalty: 3597.370117
	Iteration 10Q: 3 clusters Score -148544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -148551.828125 Penalty: 3597.370117
	Iteration 11Q: 3 clusters Score -148551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -148558.625000 Penalty: 3597.370117
	Iteration 12Q: 3 clusters Score -148558.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -148558.625000 Penalty: 3597.370117
	Iteration 13F: 3 clusters Score -148558.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 167653 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 223680 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 196377 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 40071 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 73057 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 116720 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 5678 members 
Entering Unmasked Estep 
Score: -133187152.000000 Penalty: 65227.906250
Splitting cluster 5 changes total score from -133184488.000000 to -133187152.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (223680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223680 members 
Entering Unmasked Estep 
Score: -29627538.000000 Penalty: 3054.857178
	Iteration 0F: 2 clusters Score -2.962754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111905 members 
Mstep: Class 2 contains 111775 members 
Entering Unmasked Estep 
Score: -29488632.000000 Penalty: 6109.714355
	Iteration 0F: 3 clusters Score -2.948863e+07 nChanged 107719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -29551840.000000 Penalty: 6109.714355
	Iteration 1F: 3 clusters Score -2.955184e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116075 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -29552654.000000 Penalty: 6109.714355
	Iteration 2Q: 3 clusters Score -2.955265e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118615 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -29553846.000000 Penalty: 6109.714355
	Iteration 3Q: 3 clusters Score -2.955385e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -29556048.000000 Penalty: 6109.714355
	Iteration 4Q: 3 clusters Score -2.955605e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128758 members 
Mstep: Class 2 contains 94922 members 
Entering Unmasked Estep 
Score: -29559696.000000 Penalty: 6109.714355
	Iteration 5Q: 3 clusters Score -2.95597e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137582 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -29566776.000000 Penalty: 6109.714355
	Iteration 6F: 3 clusters Score -2.956678e+07 nChanged 15497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149291 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -29577510.000000 Penalty: 6109.714355
	Iteration 7F: 3 clusters Score -2.957751e+07 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -29591052.000000 Penalty: 6109.714355
	Iteration 8F: 3 clusters Score -2.959105e+07 nChanged 15985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175478 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -29604706.000000 Penalty: 6109.714355
	Iteration 9F: 3 clusters Score -2.960471e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184944 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -29615340.000000 Penalty: 6109.714355
	Iteration 10F: 3 clusters Score -2.961534e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190806 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -29621986.000000 Penalty: 6109.714355
	Iteration 11Q: 3 clusters Score -2.962199e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194723 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -29625128.000000 Penalty: 6109.714355
	Iteration 12Q: 3 clusters Score -2.962513e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197906 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -29626874.000000 Penalty: 6109.714355
	Iteration 13Q: 3 clusters Score -2.962687e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200690 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -29628004.000000 Penalty: 6109.714355
	Iteration 14Q: 3 clusters Score -2.9628e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202959 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -29628862.000000 Penalty: 6109.714355
	Iteration 15Q: 3 clusters Score -2.962886e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204902 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -29629246.000000 Penalty: 6109.714355
	Iteration 16Q: 3 clusters Score -2.962925e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206550 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -29629456.000000 Penalty: 6109.714355
	Iteration 17Q: 3 clusters Score -2.962946e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207974 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -29629408.000000 Penalty: 6109.714355
	Iteration 18Q: 3 clusters Score -2.962941e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209181 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -29629474.000000 Penalty: 6109.714355
	Iteration 19Q: 3 clusters Score -2.962947e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210172 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -29629404.000000 Penalty: 6109.714355
	Iteration 20F: 3 clusters Score -2.96294e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211038 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -29629226.000000 Penalty: 6109.714355
	Iteration 21Q: 3 clusters Score -2.962923e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211807 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -29629242.000000 Penalty: 6109.714355
	Iteration 22Q: 3 clusters Score -2.962924e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212516 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -29629000.000000 Penalty: 6109.714355
	Iteration 23Q: 3 clusters Score -2.9629e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213123 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -29628952.000000 Penalty: 6109.714355
	Iteration 24Q: 3 clusters Score -2.962895e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213685 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -29628734.000000 Penalty: 6109.714355
	Iteration 25Q: 3 clusters Score -2.962873e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214179 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -29628738.000000 Penalty: 6109.714355
	Iteration 26Q: 3 clusters Score -2.962874e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214673 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -29628654.000000 Penalty: 6109.714355
	Iteration 27Q: 3 clusters Score -2.962865e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215114 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -29628546.000000 Penalty: 6109.714355
	Iteration 28Q: 3 clusters Score -2.962855e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215526 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -29628388.000000 Penalty: 6109.714355
	Iteration 29Q: 3 clusters Score -2.962839e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215900 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -29628272.000000 Penalty: 6109.714355
	Iteration 30Q: 3 clusters Score -2.962827e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216257 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -29628128.000000 Penalty: 6109.714355
	Iteration 31Q: 3 clusters Score -2.962813e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216603 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -29628140.000000 Penalty: 6109.714355
	Iteration 32Q: 3 clusters Score -2.962814e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216914 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -29628078.000000 Penalty: 6109.714355
	Iteration 33Q: 3 clusters Score -2.962808e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217208 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -29627994.000000 Penalty: 6109.714355
	Iteration 34Q: 3 clusters Score -2.962799e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217455 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -29627950.000000 Penalty: 6109.714355
	Iteration 35Q: 3 clusters Score -2.962795e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217674 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -29627852.000000 Penalty: 6109.714355
	Iteration 36Q: 3 clusters Score -2.962785e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217852 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -29627774.000000 Penalty: 6109.714355
	Iteration 37Q: 3 clusters Score -2.962777e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218011 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -29627752.000000 Penalty: 6109.714355
	Iteration 38Q: 3 clusters Score -2.962775e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218166 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -29627646.000000 Penalty: 6109.714355
	Iteration 39Q: 3 clusters Score -2.962765e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218320 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -29627576.000000 Penalty: 6109.714355
	Iteration 40F: 3 clusters Score -2.962758e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218460 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -29627552.000000 Penalty: 6109.714355
	Iteration 41Q: 3 clusters Score -2.962755e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218598 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -29627492.000000 Penalty: 6109.714355
	Iteration 42Q: 3 clusters Score -2.962749e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218741 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -29627490.000000 Penalty: 6109.714355
	Iteration 43Q: 3 clusters Score -2.962749e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218853 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -29627470.000000 Penalty: 6109.714355
	Iteration 44Q: 3 clusters Score -2.962747e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218946 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -29627478.000000 Penalty: 6109.714355
	Iteration 45Q: 3 clusters Score -2.962748e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219015 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -29627416.000000 Penalty: 6109.714355
	Iteration 46Q: 3 clusters Score -2.962742e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219082 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -29627376.000000 Penalty: 6109.714355
	Iteration 47Q: 3 clusters Score -2.962738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219152 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -29627336.000000 Penalty: 6109.714355
	Iteration 48Q: 3 clusters Score -2.962734e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219221 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -29627308.000000 Penalty: 6109.714355
	Iteration 49Q: 3 clusters Score -2.962731e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219284 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -29627292.000000 Penalty: 6109.714355
	Iteration 50Q: 3 clusters Score -2.962729e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219337 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -29627254.000000 Penalty: 6109.714355
	Iteration 51Q: 3 clusters Score -2.962725e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219390 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -29627214.000000 Penalty: 6109.714355
	Iteration 52Q: 3 clusters Score -2.962721e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219442 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -29627206.000000 Penalty: 6109.714355
	Iteration 53Q: 3 clusters Score -2.962721e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219497 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -29627200.000000 Penalty: 6109.714355
	Iteration 54Q: 3 clusters Score -2.96272e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219562 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -29627150.000000 Penalty: 6109.714355
	Iteration 55Q: 3 clusters Score -2.962715e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219613 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -29627092.000000 Penalty: 6109.714355
	Iteration 56Q: 3 clusters Score -2.962709e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219652 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -29627096.000000 Penalty: 6109.714355
	Iteration 57Q: 3 clusters Score -2.96271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219692 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -29627076.000000 Penalty: 6109.714355
	Iteration 58Q: 3 clusters Score -2.962708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219735 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -29627054.000000 Penalty: 6109.714355
	Iteration 59Q: 3 clusters Score -2.962705e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219786 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -29627040.000000 Penalty: 6109.714355
	Iteration 60F: 3 clusters Score -2.962704e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219835 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -29627052.000000 Penalty: 6109.714355
	Iteration 61Q: 3 clusters Score -2.962705e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219888 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -29627002.000000 Penalty: 6109.714355
	Iteration 62Q: 3 clusters Score -2.9627e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219938 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -29626992.000000 Penalty: 6109.714355
	Iteration 63Q: 3 clusters Score -2.962699e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219997 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -29626914.000000 Penalty: 6109.714355
	Iteration 64Q: 3 clusters Score -2.962691e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220060 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -29626916.000000 Penalty: 6109.714355
	Iteration 65Q: 3 clusters Score -2.962692e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220118 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -29626880.000000 Penalty: 6109.714355
	Iteration 66Q: 3 clusters Score -2.962688e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220168 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -29626850.000000 Penalty: 6109.714355
	Iteration 67Q: 3 clusters Score -2.962685e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220219 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -29626842.000000 Penalty: 6109.714355
	Iteration 68Q: 3 clusters Score -2.962684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220256 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -29626874.000000 Penalty: 6109.714355
	Iteration 69Q: 3 clusters Score -2.962687e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220294 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -29626830.000000 Penalty: 6109.714355
	Iteration 70Q: 3 clusters Score -2.962683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220323 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -29626804.000000 Penalty: 6109.714355
	Iteration 71Q: 3 clusters Score -2.96268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220362 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -29626752.000000 Penalty: 6109.714355
	Iteration 72Q: 3 clusters Score -2.962675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220404 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -29626752.000000 Penalty: 6109.714355
	Iteration 73Q: 3 clusters Score -2.962675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220445 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -29626720.000000 Penalty: 6109.714355
	Iteration 74Q: 3 clusters Score -2.962672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220474 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -29626720.000000 Penalty: 6109.714355
	Iteration 75Q: 3 clusters Score -2.962672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220503 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -29626698.000000 Penalty: 6109.714355
	Iteration 76Q: 3 clusters Score -2.96267e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220535 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -29626688.000000 Penalty: 6109.714355
	Iteration 77Q: 3 clusters Score -2.962669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220565 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -29626686.000000 Penalty: 6109.714355
	Iteration 78Q: 3 clusters Score -2.962669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220582 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -29626680.000000 Penalty: 6109.714355
	Iteration 79Q: 3 clusters Score -2.962668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220603 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -29626690.000000 Penalty: 6109.714355
	Iteration 80F: 3 clusters Score -2.962669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220617 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -29626666.000000 Penalty: 6109.714355
	Iteration 81Q: 3 clusters Score -2.962667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220628 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -29626690.000000 Penalty: 6109.714355
	Iteration 82Q: 3 clusters Score -2.962669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220636 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -29626656.000000 Penalty: 6109.714355
	Iteration 83Q: 3 clusters Score -2.962666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220646 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -29626674.000000 Penalty: 6109.714355
	Iteration 84Q: 3 clusters Score -2.962667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220651 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -29626682.000000 Penalty: 6109.714355
	Iteration 85Q: 3 clusters Score -2.962668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220654 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -29626674.000000 Penalty: 6109.714355
	Iteration 86Q: 3 clusters Score -2.962667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220659 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -29626670.000000 Penalty: 6109.714355
	Iteration 87Q: 3 clusters Score -2.962667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220671 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -29626664.000000 Penalty: 6109.714355
	Iteration 88Q: 3 clusters Score -2.962666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220684 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -29626642.000000 Penalty: 6109.714355
	Iteration 89Q: 3 clusters Score -2.962664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220692 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -29626628.000000 Penalty: 6109.714355
	Iteration 90Q: 3 clusters Score -2.962663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220699 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -29626626.000000 Penalty: 6109.714355
	Iteration 91Q: 3 clusters Score -2.962663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220705 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -29626620.000000 Penalty: 6109.714355
	Iteration 92Q: 3 clusters Score -2.962662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220713 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -29626610.000000 Penalty: 6109.714355
	Iteration 93Q: 3 clusters Score -2.962661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220718 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -29626616.000000 Penalty: 6109.714355
	Iteration 94Q: 3 clusters Score -2.962662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220727 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -29626598.000000 Penalty: 6109.714355
	Iteration 95Q: 3 clusters Score -2.96266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220734 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -29626570.000000 Penalty: 6109.714355
	Iteration 96Q: 3 clusters Score -2.962657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220746 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -29626582.000000 Penalty: 6109.714355
	Iteration 97Q: 3 clusters Score -2.962658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220757 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -29626578.000000 Penalty: 6109.714355
	Iteration 98Q: 3 clusters Score -2.962658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220771 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -29626552.000000 Penalty: 6109.714355
	Iteration 99Q: 3 clusters Score -2.962655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220780 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -29626528.000000 Penalty: 6109.714355
	Iteration 100F: 3 clusters Score -2.962653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220785 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -29626516.000000 Penalty: 6109.714355
	Iteration 101Q: 3 clusters Score -2.962652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220792 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -29626536.000000 Penalty: 6109.714355
	Iteration 102Q: 3 clusters Score -2.962654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220797 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -29626536.000000 Penalty: 6109.714355
	Iteration 103Q: 3 clusters Score -2.962654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220802 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -29626538.000000 Penalty: 6109.714355
	Iteration 104Q: 3 clusters Score -2.962654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220806 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -29626532.000000 Penalty: 6109.714355
	Iteration 105Q: 3 clusters Score -2.962653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220815 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -29626530.000000 Penalty: 6109.714355
	Iteration 106Q: 3 clusters Score -2.962653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220824 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -29626514.000000 Penalty: 6109.714355
	Iteration 107Q: 3 clusters Score -2.962651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220831 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -29626528.000000 Penalty: 6109.714355
	Iteration 108Q: 3 clusters Score -2.962653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220843 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -29626540.000000 Penalty: 6109.714355
	Iteration 109Q: 3 clusters Score -2.962654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220852 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -29626514.000000 Penalty: 6109.714355
	Iteration 110Q: 3 clusters Score -2.962651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220859 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -29626542.000000 Penalty: 6109.714355
	Iteration 111Q: 3 clusters Score -2.962654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220873 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -29626542.000000 Penalty: 6109.714355
	Iteration 112Q: 3 clusters Score -2.962654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220886 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -29626548.000000 Penalty: 6109.714355
	Iteration 113Q: 3 clusters Score -2.962655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220895 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -29626522.000000 Penalty: 6109.714355
	Iteration 114Q: 3 clusters Score -2.962652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220907 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -29626514.000000 Penalty: 6109.714355
	Iteration 115Q: 3 clusters Score -2.962651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220916 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -29626510.000000 Penalty: 6109.714355
	Iteration 116Q: 3 clusters Score -2.962651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220932 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -29626484.000000 Penalty: 6109.714355
	Iteration 117Q: 3 clusters Score -2.962648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220940 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -29626490.000000 Penalty: 6109.714355
	Iteration 118Q: 3 clusters Score -2.962649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220943 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -29626484.000000 Penalty: 6109.714355
	Iteration 119Q: 3 clusters Score -2.962648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220949 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -29626482.000000 Penalty: 6109.714355
	Iteration 120F: 3 clusters Score -2.962648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220957 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -29626480.000000 Penalty: 6109.714355
	Iteration 121Q: 3 clusters Score -2.962648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220959 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -29626498.000000 Penalty: 6109.714355
	Iteration 122Q: 3 clusters Score -2.96265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220964 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -29626510.000000 Penalty: 6109.714355
	Iteration 123Q: 3 clusters Score -2.962651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220967 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -29626510.000000 Penalty: 6109.714355
	Iteration 124Q: 3 clusters Score -2.962651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220967 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -29626510.000000 Penalty: 6109.714355
	Iteration 125F: 3 clusters Score -2.962651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (196377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196377 members 
Entering Unmasked Estep 
Score: -25955698.000000 Penalty: 3022.572266
	Iteration 0F: 2 clusters Score -2.59557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -25847782.000000 Penalty: 6045.144531
	Iteration 0F: 3 clusters Score -2.584778e+07 nChanged 94410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 97247 members 
Entering Unmasked Estep 
Score: -25903572.000000 Penalty: 6045.144531
	Iteration 1F: 3 clusters Score -2.590357e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -25904308.000000 Penalty: 6045.144531
	Iteration 2Q: 3 clusters Score -2.590431e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -25905116.000000 Penalty: 6045.144531
	Iteration 3Q: 3 clusters Score -2.590512e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99751 members 
Mstep: Class 2 contains 96626 members 
Entering Unmasked Estep 
Score: -25906262.000000 Penalty: 6045.144531
	Iteration 4Q: 3 clusters Score -2.590626e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -25907744.000000 Penalty: 6045.144531
	Iteration 5Q: 3 clusters Score -2.590774e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99755 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -25909942.000000 Penalty: 6045.144531
	Iteration 6Q: 3 clusters Score -2.590994e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99952 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -25912912.000000 Penalty: 6045.144531
	Iteration 7Q: 3 clusters Score -2.591291e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -25916910.000000 Penalty: 6045.144531
	Iteration 8Q: 3 clusters Score -2.591691e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -25921742.000000 Penalty: 6045.144531
	Iteration 9F: 3 clusters Score -2.592174e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -25927044.000000 Penalty: 6045.144531
	Iteration 10F: 3 clusters Score -2.592704e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -25932892.000000 Penalty: 6045.144531
	Iteration 11F: 3 clusters Score -2.593289e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110931 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -25938516.000000 Penalty: 6045.144531
	Iteration 12F: 3 clusters Score -2.593852e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114739 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -25942730.000000 Penalty: 6045.144531
	Iteration 13Q: 3 clusters Score -2.594273e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -25945660.000000 Penalty: 6045.144531
	Iteration 14Q: 3 clusters Score -2.594566e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -25947450.000000 Penalty: 6045.144531
	Iteration 15Q: 3 clusters Score -2.594745e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123419 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -25948532.000000 Penalty: 6045.144531
	Iteration 16Q: 3 clusters Score -2.594853e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125405 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -25949048.000000 Penalty: 6045.144531
	Iteration 17Q: 3 clusters Score -2.594905e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -25949346.000000 Penalty: 6045.144531
	Iteration 18Q: 3 clusters Score -2.594935e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128673 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -25949616.000000 Penalty: 6045.144531
	Iteration 19Q: 3 clusters Score -2.594962e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130274 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -25949878.000000 Penalty: 6045.144531
	Iteration 20F: 3 clusters Score -2.594988e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131803 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -25950214.000000 Penalty: 6045.144531
	Iteration 21Q: 3 clusters Score -2.595021e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133206 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -25950470.000000 Penalty: 6045.144531
	Iteration 22Q: 3 clusters Score -2.595047e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -25950728.000000 Penalty: 6045.144531
	Iteration 23Q: 3 clusters Score -2.595073e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135735 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -25950868.000000 Penalty: 6045.144531
	Iteration 24Q: 3 clusters Score -2.595087e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136940 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -25951004.000000 Penalty: 6045.144531
	Iteration 25Q: 3 clusters Score -2.5951e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138074 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -25951200.000000 Penalty: 6045.144531
	Iteration 26Q: 3 clusters Score -2.59512e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139221 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -25951462.000000 Penalty: 6045.144531
	Iteration 27Q: 3 clusters Score -2.595146e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140389 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -25951616.000000 Penalty: 6045.144531
	Iteration 28Q: 3 clusters Score -2.595162e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141488 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -25951800.000000 Penalty: 6045.144531
	Iteration 29Q: 3 clusters Score -2.59518e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142600 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -25951956.000000 Penalty: 6045.144531
	Iteration 30Q: 3 clusters Score -2.595196e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -25952186.000000 Penalty: 6045.144531
	Iteration 31Q: 3 clusters Score -2.595219e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144820 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -25952304.000000 Penalty: 6045.144531
	Iteration 32Q: 3 clusters Score -2.59523e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145861 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -25952416.000000 Penalty: 6045.144531
	Iteration 33Q: 3 clusters Score -2.595242e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146889 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -25952514.000000 Penalty: 6045.144531
	Iteration 34Q: 3 clusters Score -2.595251e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147906 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -25952710.000000 Penalty: 6045.144531
	Iteration 35Q: 3 clusters Score -2.595271e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148893 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -25952966.000000 Penalty: 6045.144531
	Iteration 36Q: 3 clusters Score -2.595297e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149936 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -25953118.000000 Penalty: 6045.144531
	Iteration 37Q: 3 clusters Score -2.595312e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -25953442.000000 Penalty: 6045.144531
	Iteration 38Q: 3 clusters Score -2.595344e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152064 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -25953860.000000 Penalty: 6045.144531
	Iteration 39Q: 3 clusters Score -2.595386e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153187 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -25954108.000000 Penalty: 6045.144531
	Iteration 40F: 3 clusters Score -2.595411e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154319 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -25954396.000000 Penalty: 6045.144531
	Iteration 41Q: 3 clusters Score -2.59544e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -25954776.000000 Penalty: 6045.144531
	Iteration 42Q: 3 clusters Score -2.595478e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156691 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -25955054.000000 Penalty: 6045.144531
	Iteration 43Q: 3 clusters Score -2.595505e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -25955320.000000 Penalty: 6045.144531
	Iteration 44Q: 3 clusters Score -2.595532e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159122 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -25955570.000000 Penalty: 6045.144531
	Iteration 45Q: 3 clusters Score -2.595557e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -25955764.000000 Penalty: 6045.144531
	Iteration 46Q: 3 clusters Score -2.595576e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161634 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -25956086.000000 Penalty: 6045.144531
	Iteration 47Q: 3 clusters Score -2.595609e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162969 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -25956418.000000 Penalty: 6045.144531
	Iteration 48Q: 3 clusters Score -2.595642e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -25956680.000000 Penalty: 6045.144531
	Iteration 49Q: 3 clusters Score -2.595668e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -25956878.000000 Penalty: 6045.144531
	Iteration 50Q: 3 clusters Score -2.595688e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167226 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -25957146.000000 Penalty: 6045.144531
	Iteration 51Q: 3 clusters Score -2.595715e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -25957256.000000 Penalty: 6045.144531
	Iteration 52Q: 3 clusters Score -2.595726e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170043 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -25957464.000000 Penalty: 6045.144531
	Iteration 53Q: 3 clusters Score -2.595746e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -25957830.000000 Penalty: 6045.144531
	Iteration 54Q: 3 clusters Score -2.595783e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -25957898.000000 Penalty: 6045.144531
	Iteration 55Q: 3 clusters Score -2.59579e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173781 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -25958064.000000 Penalty: 6045.144531
	Iteration 56Q: 3 clusters Score -2.595806e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174945 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -25958216.000000 Penalty: 6045.144531
	Iteration 57Q: 3 clusters Score -2.595822e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176070 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -25958262.000000 Penalty: 6045.144531
	Iteration 58Q: 3 clusters Score -2.595826e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177114 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -25958132.000000 Penalty: 6045.144531
	Iteration 59Q: 3 clusters Score -2.595813e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178075 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -25958184.000000 Penalty: 6045.144531
	Iteration 60F: 3 clusters Score -2.595818e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179020 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -25958222.000000 Penalty: 6045.144531
	Iteration 61Q: 3 clusters Score -2.595822e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179960 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -25958178.000000 Penalty: 6045.144531
	Iteration 62Q: 3 clusters Score -2.595818e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180779 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -25958134.000000 Penalty: 6045.144531
	Iteration 63Q: 3 clusters Score -2.595813e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181508 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.595806e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182170 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -25958042.000000 Penalty: 6045.144531
	Iteration 65Q: 3 clusters Score -2.595804e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182790 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -25958112.000000 Penalty: 6045.144531
	Iteration 66Q: 3 clusters Score -2.595811e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183386 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -25958030.000000 Penalty: 6045.144531
	Iteration 67Q: 3 clusters Score -2.595803e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183924 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -25958054.000000 Penalty: 6045.144531
	Iteration 68Q: 3 clusters Score -2.595805e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184398 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -25957960.000000 Penalty: 6045.144531
	Iteration 69Q: 3 clusters Score -2.595796e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184816 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -25957920.000000 Penalty: 6045.144531
	Iteration 70Q: 3 clusters Score -2.595792e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185207 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -25957790.000000 Penalty: 6045.144531
	Iteration 71Q: 3 clusters Score -2.595779e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185569 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -25957620.000000 Penalty: 6045.144531
	Iteration 72Q: 3 clusters Score -2.595762e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185919 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -25957500.000000 Penalty: 6045.144531
	Iteration 73Q: 3 clusters Score -2.59575e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186240 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -25957418.000000 Penalty: 6045.144531
	Iteration 74Q: 3 clusters Score -2.595742e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186562 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -25957338.000000 Penalty: 6045.144531
	Iteration 75Q: 3 clusters Score -2.595734e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -25957184.000000 Penalty: 6045.144531
	Iteration 76Q: 3 clusters Score -2.595718e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187086 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -25957128.000000 Penalty: 6045.144531
	Iteration 77Q: 3 clusters Score -2.595713e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187290 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -25957106.000000 Penalty: 6045.144531
	Iteration 78Q: 3 clusters Score -2.595711e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187488 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -25957070.000000 Penalty: 6045.144531
	Iteration 79Q: 3 clusters Score -2.595707e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187695 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -25957002.000000 Penalty: 6045.144531
	Iteration 80F: 3 clusters Score -2.5957e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187891 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -25956954.000000 Penalty: 6045.144531
	Iteration 81Q: 3 clusters Score -2.595695e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188094 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -25956868.000000 Penalty: 6045.144531
	Iteration 82Q: 3 clusters Score -2.595687e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188272 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -25956878.000000 Penalty: 6045.144531
	Iteration 83Q: 3 clusters Score -2.595688e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188453 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -25956830.000000 Penalty: 6045.144531
	Iteration 84Q: 3 clusters Score -2.595683e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188616 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -25956776.000000 Penalty: 6045.144531
	Iteration 85Q: 3 clusters Score -2.595678e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188773 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -25956698.000000 Penalty: 6045.144531
	Iteration 86Q: 3 clusters Score -2.59567e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -25956674.000000 Penalty: 6045.144531
	Iteration 87Q: 3 clusters Score -2.595667e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189067 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -25956600.000000 Penalty: 6045.144531
	Iteration 88Q: 3 clusters Score -2.59566e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189193 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -25956568.000000 Penalty: 6045.144531
	Iteration 89Q: 3 clusters Score -2.595657e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189306 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -25956560.000000 Penalty: 6045.144531
	Iteration 90Q: 3 clusters Score -2.595656e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189429 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -25956528.000000 Penalty: 6045.144531
	Iteration 91Q: 3 clusters Score -2.595653e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189529 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -25956492.000000 Penalty: 6045.144531
	Iteration 92Q: 3 clusters Score -2.595649e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189609 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -25956428.000000 Penalty: 6045.144531
	Iteration 93Q: 3 clusters Score -2.595643e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189682 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -25956398.000000 Penalty: 6045.144531
	Iteration 94Q: 3 clusters Score -2.59564e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189743 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -25956352.000000 Penalty: 6045.144531
	Iteration 95Q: 3 clusters Score -2.595635e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189801 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -25956380.000000 Penalty: 6045.144531
	Iteration 96Q: 3 clusters Score -2.595638e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189859 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -25956360.000000 Penalty: 6045.144531
	Iteration 97Q: 3 clusters Score -2.595636e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189922 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -25956360.000000 Penalty: 6045.144531
	Iteration 98Q: 3 clusters Score -2.595636e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189989 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -25956326.000000 Penalty: 6045.144531
	Iteration 99Q: 3 clusters Score -2.595633e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190052 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -25956282.000000 Penalty: 6045.144531
	Iteration 100F: 3 clusters Score -2.595628e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190105 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -25956236.000000 Penalty: 6045.144531
	Iteration 101Q: 3 clusters Score -2.595624e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190156 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -25956240.000000 Penalty: 6045.144531
	Iteration 102Q: 3 clusters Score -2.595624e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190201 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -25956202.000000 Penalty: 6045.144531
	Iteration 103Q: 3 clusters Score -2.59562e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190242 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -25956222.000000 Penalty: 6045.144531
	Iteration 104Q: 3 clusters Score -2.595622e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190274 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -25956186.000000 Penalty: 6045.144531
	Iteration 105Q: 3 clusters Score -2.595619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190308 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -25956168.000000 Penalty: 6045.144531
	Iteration 106Q: 3 clusters Score -2.595617e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190342 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -25956118.000000 Penalty: 6045.144531
	Iteration 107Q: 3 clusters Score -2.595612e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190376 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -25956124.000000 Penalty: 6045.144531
	Iteration 108Q: 3 clusters Score -2.595612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190410 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -25956100.000000 Penalty: 6045.144531
	Iteration 109Q: 3 clusters Score -2.59561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190440 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -25956146.000000 Penalty: 6045.144531
	Iteration 110Q: 3 clusters Score -2.595615e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190472 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -25956100.000000 Penalty: 6045.144531
	Iteration 111Q: 3 clusters Score -2.59561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190498 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -25956122.000000 Penalty: 6045.144531
	Iteration 112Q: 3 clusters Score -2.595612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190518 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -25956126.000000 Penalty: 6045.144531
	Iteration 113Q: 3 clusters Score -2.595613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190538 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -25956146.000000 Penalty: 6045.144531
	Iteration 114Q: 3 clusters Score -2.595615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190554 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -25956116.000000 Penalty: 6045.144531
	Iteration 115Q: 3 clusters Score -2.595612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190567 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -25956126.000000 Penalty: 6045.144531
	Iteration 116Q: 3 clusters Score -2.595613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190580 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -25956116.000000 Penalty: 6045.144531
	Iteration 117Q: 3 clusters Score -2.595612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190601 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -25956122.000000 Penalty: 6045.144531
	Iteration 118Q: 3 clusters Score -2.595612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190619 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -25956092.000000 Penalty: 6045.144531
	Iteration 119Q: 3 clusters Score -2.595609e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190639 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -25956072.000000 Penalty: 6045.144531
	Iteration 120F: 3 clusters Score -2.595607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190654 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -25956078.000000 Penalty: 6045.144531
	Iteration 121Q: 3 clusters Score -2.595608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190670 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -25956052.000000 Penalty: 6045.144531
	Iteration 122Q: 3 clusters Score -2.595605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190684 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -25956050.000000 Penalty: 6045.144531
	Iteration 123Q: 3 clusters Score -2.595605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190701 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -25956072.000000 Penalty: 6045.144531
	Iteration 124Q: 3 clusters Score -2.595607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190716 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -25956060.000000 Penalty: 6045.144531
	Iteration 125Q: 3 clusters Score -2.595606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190728 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -25956058.000000 Penalty: 6045.144531
	Iteration 126Q: 3 clusters Score -2.595606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190730 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -25956062.000000 Penalty: 6045.144531
	Iteration 127Q: 3 clusters Score -2.595606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190732 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -25956062.000000 Penalty: 6045.144531
	Iteration 128Q: 3 clusters Score -2.595606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190742 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -25956078.000000 Penalty: 6045.144531
	Iteration 129Q: 3 clusters Score -2.595608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190755 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -25956046.000000 Penalty: 6045.144531
	Iteration 130Q: 3 clusters Score -2.595605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190763 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -25956044.000000 Penalty: 6045.144531
	Iteration 131Q: 3 clusters Score -2.595604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190769 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -25956040.000000 Penalty: 6045.144531
	Iteration 132Q: 3 clusters Score -2.595604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190773 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -25956048.000000 Penalty: 6045.144531
	Iteration 133Q: 3 clusters Score -2.595605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190774 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -25956034.000000 Penalty: 6045.144531
	Iteration 134Q: 3 clusters Score -2.595603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190775 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -25956044.000000 Penalty: 6045.144531
	Iteration 135Q: 3 clusters Score -2.595604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190775 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -25956044.000000 Penalty: 6045.144531
	Iteration 136F: 3 clusters Score -2.595604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 167653 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 223680 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 190775 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 40071 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 73057 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 116720 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 5678 members 
Mstep: Class 20 contains 5602 members 
Entering Unmasked Estep 
Score: -133187040.000000 Penalty: 68660.953125
Splitting cluster 8 changes total score from -133184488.000000 to -133187040.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -181867.921875 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -181867.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -179566.140625 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -179566.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -180224.109375 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -180224.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180634.375000 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -180634.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -181015.703125 Penalty: 3690.021484
	Iteration 3F: 3 clusters Score -181015.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -181804.375000 Penalty: 3690.021484
	Iteration 4F: 3 clusters Score -181804.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -182683.421875 Penalty: 3690.021484
	Iteration 5F: 3 clusters Score -182683.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -183032.187500 Penalty: 3690.021484
	Iteration 6F: 3 clusters Score -183032.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -183150.421875 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -183150.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -183163.718750 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -183163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -183168.000000 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -183168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -183170.703125 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -183170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -183172.609375 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -183172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -183173.578125 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -183173.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -183173.578125 Penalty: 3690.021484
	Iteration 13F: 3 clusters Score -183173.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 167653 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 223680 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 190775 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 40071 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 73057 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 116720 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 5678 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 221 members 
Entering Unmasked Estep 
Score: -133186912.000000 Penalty: 72094.000000
Splitting cluster 9 changes total score from -133184488.000000 to -133186912.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (40071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Entering Unmasked Estep 
Score: -5160604.000000 Penalty: 2628.405029
	Iteration 0F: 2 clusters Score -5160604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -5133569.500000 Penalty: 5256.810059
	Iteration 0F: 3 clusters Score -5133570 nChanged 18293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5143861.500000 Penalty: 5256.810059
	Iteration 1F: 3 clusters Score -5143862 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -5145152.000000 Penalty: 5256.810059
	Iteration 2F: 3 clusters Score -5145152 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -5147945.500000 Penalty: 5256.810059
	Iteration 3F: 3 clusters Score -5147946 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5152257.500000 Penalty: 5256.810059
	Iteration 4F: 3 clusters Score -5152258 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5156453.500000 Penalty: 5256.810059
	Iteration 5F: 3 clusters Score -5156454 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5158890.000000 Penalty: 5256.810059
	Iteration 6F: 3 clusters Score -5158890 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5159889.500000 Penalty: 5256.810059
	Iteration 7Q: 3 clusters Score -5159890 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -5160420.000000 Penalty: 5256.810059
	Iteration 8Q: 3 clusters Score -5160420 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5160832.500000 Penalty: 5256.810059
	Iteration 9Q: 3 clusters Score -5160832 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -5161293.500000 Penalty: 5256.810059
	Iteration 10Q: 3 clusters Score -5161294 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5161719.000000 Penalty: 5256.810059
	Iteration 11Q: 3 clusters Score -5161719 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -5162106.500000 Penalty: 5256.810059
	Iteration 12Q: 3 clusters Score -5162106 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -5162315.000000 Penalty: 5256.810059
	Iteration 13Q: 3 clusters Score -5162315 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -5162447.000000 Penalty: 5256.810059
	Iteration 14Q: 3 clusters Score -5162447 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -5162511.500000 Penalty: 5256.810059
	Iteration 15Q: 3 clusters Score -5162512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -5162561.000000 Penalty: 5256.810059
	Iteration 16Q: 3 clusters Score -5162561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5162609.500000 Penalty: 5256.810059
	Iteration 17Q: 3 clusters Score -5162610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -5162641.000000 Penalty: 5256.810059
	Iteration 18Q: 3 clusters Score -5162641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -5162665.000000 Penalty: 5256.810059
	Iteration 19Q: 3 clusters Score -5162665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -5162678.000000 Penalty: 5256.810059
	Iteration 20F: 3 clusters Score -5162678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -5162693.000000 Penalty: 5256.810059
	Iteration 21Q: 3 clusters Score -5162693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5162694.500000 Penalty: 5256.810059
	Iteration 22Q: 3 clusters Score -5162694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -5162689.500000 Penalty: 5256.810059
	Iteration 23Q: 3 clusters Score -5162690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -5162700.000000 Penalty: 5256.810059
	Iteration 24Q: 3 clusters Score -5162700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5162707.000000 Penalty: 5256.810059
	Iteration 25Q: 3 clusters Score -5162707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -5162707.500000 Penalty: 5256.810059
	Iteration 26Q: 3 clusters Score -5162708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -5162702.500000 Penalty: 5256.810059
	Iteration 27Q: 3 clusters Score -5162702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -5162710.000000 Penalty: 5256.810059
	Iteration 28Q: 3 clusters Score -5162710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5162705.000000 Penalty: 5256.810059
	Iteration 29Q: 3 clusters Score -5162705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5162706.500000 Penalty: 5256.810059
	Iteration 30Q: 3 clusters Score -5162706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5162706.000000 Penalty: 5256.810059
	Iteration 31Q: 3 clusters Score -5162706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5162706.000000 Penalty: 5256.810059
	Iteration 32F: 3 clusters Score -5162706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 167653 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 223680 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 190775 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 73057 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 116720 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 5678 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 37867 members 
Entering Unmasked Estep 
Score: -133188040.000000 Penalty: 75527.054688
Splitting cluster 10 changes total score from -133184488.000000 to -133188040.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (42993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Entering Unmasked Estep 
Score: -5289923.500000 Penalty: 2645.860596
	Iteration 0F: 2 clusters Score -5289924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -5260921.500000 Penalty: 5291.721191
	Iteration 0F: 3 clusters Score -5260922 nChanged 19727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -5271969.500000 Penalty: 5291.721191
	Iteration 1F: 3 clusters Score -5271970 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -5272807.500000 Penalty: 5291.721191
	Iteration 2Q: 3 clusters Score -5272808 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -5273882.500000 Penalty: 5291.721191
	Iteration 3F: 3 clusters Score -5273882 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -5275188.500000 Penalty: 5291.721191
	Iteration 4F: 3 clusters Score -5275188 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -5276956.000000 Penalty: 5291.721191
	Iteration 5F: 3 clusters Score -5276956 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -5279130.500000 Penalty: 5291.721191
	Iteration 6F: 3 clusters Score -5279130 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -5281410.000000 Penalty: 5291.721191
	Iteration 7F: 3 clusters Score -5281410 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -5283462.000000 Penalty: 5291.721191
	Iteration 8F: 3 clusters Score -5283462 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -5284914.500000 Penalty: 5291.721191
	Iteration 9Q: 3 clusters Score -5284914 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -5285913.000000 Penalty: 5291.721191
	Iteration 10Q: 3 clusters Score -5285913 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -5286423.000000 Penalty: 5291.721191
	Iteration 11Q: 3 clusters Score -5286423 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -5286775.000000 Penalty: 5291.721191
	Iteration 12Q: 3 clusters Score -5286775 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -5287006.000000 Penalty: 5291.721191
	Iteration 13Q: 3 clusters Score -5287006 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -5287231.000000 Penalty: 5291.721191
	Iteration 14Q: 3 clusters Score -5287231 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5287474.500000 Penalty: 5291.721191
	Iteration 15Q: 3 clusters Score -5287474 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -5287699.000000 Penalty: 5291.721191
	Iteration 16Q: 3 clusters Score -5287699 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -5287850.000000 Penalty: 5291.721191
	Iteration 17Q: 3 clusters Score -5287850 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -5287974.500000 Penalty: 5291.721191
	Iteration 18Q: 3 clusters Score -5287974 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -5288068.500000 Penalty: 5291.721191
	Iteration 19Q: 3 clusters Score -5288068 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -5288118.000000 Penalty: 5291.721191
	Iteration 20F: 3 clusters Score -5288118 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -5288173.500000 Penalty: 5291.721191
	Iteration 21Q: 3 clusters Score -5288174 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -5288209.500000 Penalty: 5291.721191
	Iteration 22Q: 3 clusters Score -5288210 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5288254.500000 Penalty: 5291.721191
	Iteration 23Q: 3 clusters Score -5288254 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -5288279.000000 Penalty: 5291.721191
	Iteration 24Q: 3 clusters Score -5288279 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5288282.000000 Penalty: 5291.721191
	Iteration 25Q: 3 clusters Score -5288282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -5288294.000000 Penalty: 5291.721191
	Iteration 26Q: 3 clusters Score -5288294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -5288304.000000 Penalty: 5291.721191
	Iteration 27Q: 3 clusters Score -5288304 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -5288306.500000 Penalty: 5291.721191
	Iteration 28Q: 3 clusters Score -5288306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -5288323.000000 Penalty: 5291.721191
	Iteration 29Q: 3 clusters Score -5288323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5288345.500000 Penalty: 5291.721191
	Iteration 30Q: 3 clusters Score -5288346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5288366.000000 Penalty: 5291.721191
	Iteration 31Q: 3 clusters Score -5288366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -5288372.500000 Penalty: 5291.721191
	Iteration 32Q: 3 clusters Score -5288372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -5288385.500000 Penalty: 5291.721191
	Iteration 33Q: 3 clusters Score -5288386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -5288388.500000 Penalty: 5291.721191
	Iteration 34Q: 3 clusters Score -5288388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -5288387.500000 Penalty: 5291.721191
	Iteration 35Q: 3 clusters Score -5288388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5288385.500000 Penalty: 5291.721191
	Iteration 36Q: 3 clusters Score -5288386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -5288404.500000 Penalty: 5291.721191
	Iteration 37Q: 3 clusters Score -5288404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -5288415.000000 Penalty: 5291.721191
	Iteration 38Q: 3 clusters Score -5288415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -5288416.000000 Penalty: 5291.721191
	Iteration 39Q: 3 clusters Score -5288416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -5288418.000000 Penalty: 5291.721191
	Iteration 40F: 3 clusters Score -5288418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -5288419.000000 Penalty: 5291.721191
	Iteration 41Q: 3 clusters Score -5288419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -5288413.000000 Penalty: 5291.721191
	Iteration 42Q: 3 clusters Score -5288413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5288422.500000 Penalty: 5291.721191
	Iteration 43Q: 3 clusters Score -5288422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -5288419.500000 Penalty: 5291.721191
	Iteration 44Q: 3 clusters Score -5288420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -5288419.500000 Penalty: 5291.721191
	Iteration 45Q: 3 clusters Score -5288420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5288410.500000 Penalty: 5291.721191
	Iteration 46Q: 3 clusters Score -5288410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5288412.500000 Penalty: 5291.721191
	Iteration 47Q: 3 clusters Score -5288412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -5288399.500000 Penalty: 5291.721191
	Iteration 48Q: 3 clusters Score -5288400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -5288401.000000 Penalty: 5291.721191
	Iteration 49Q: 3 clusters Score -5288401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -5288402.000000 Penalty: 5291.721191
	Iteration 50Q: 3 clusters Score -5288402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -5288405.000000 Penalty: 5291.721191
	Iteration 51Q: 3 clusters Score -5288405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -5288409.000000 Penalty: 5291.721191
	Iteration 52Q: 3 clusters Score -5288409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5288399.500000 Penalty: 5291.721191
	Iteration 53Q: 3 clusters Score -5288400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -5288406.500000 Penalty: 5291.721191
	Iteration 54Q: 3 clusters Score -5288406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5288416.500000 Penalty: 5291.721191
	Iteration 55Q: 3 clusters Score -5288416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -5288416.500000 Penalty: 5291.721191
	Iteration 56Q: 3 clusters Score -5288416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -5288411.000000 Penalty: 5291.721191
	Iteration 57Q: 3 clusters Score -5288411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5288426.500000 Penalty: 5291.721191
	Iteration 58Q: 3 clusters Score -5288426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -5288422.000000 Penalty: 5291.721191
	Iteration 59Q: 3 clusters Score -5288422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -5288420.000000 Penalty: 5291.721191
	Iteration 60F: 3 clusters Score -5288420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -5288415.000000 Penalty: 5291.721191
	Iteration 61Q: 3 clusters Score -5288415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -5288415.000000 Penalty: 5291.721191
	Iteration 62Q: 3 clusters Score -5288415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -5288418.500000 Penalty: 5291.721191
	Iteration 63Q: 3 clusters Score -5288418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -5288416.500000 Penalty: 5291.721191
	Iteration 64Q: 3 clusters Score -5288416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5288420.000000 Penalty: 5291.721191
	Iteration 65Q: 3 clusters Score -5288420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -5288415.500000 Penalty: 5291.721191
	Iteration 66Q: 3 clusters Score -5288416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -5288413.000000 Penalty: 5291.721191
	Iteration 67Q: 3 clusters Score -5288413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -5288416.000000 Penalty: 5291.721191
	Iteration 68Q: 3 clusters Score -5288416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5288418.500000 Penalty: 5291.721191
	Iteration 69Q: 3 clusters Score -5288418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5288418.000000 Penalty: 5291.721191
	Iteration 70Q: 3 clusters Score -5288418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -5288423.500000 Penalty: 5291.721191
	Iteration 71Q: 3 clusters Score -5288424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -5288428.000000 Penalty: 5291.721191
	Iteration 72Q: 3 clusters Score -5288428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5288430.500000 Penalty: 5291.721191
	Iteration 73Q: 3 clusters Score -5288430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5288430.500000 Penalty: 5291.721191
	Iteration 74F: 3 clusters Score -5288430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -557129.500000 Penalty: 2068.551270
	Iteration 0F: 2 clusters Score -557129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -553177.687500 Penalty: 4137.102539
	Iteration 0F: 3 clusters Score -553177.7 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -554080.687500 Penalty: 4137.102539
	Iteration 1F: 3 clusters Score -554080.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -554328.812500 Penalty: 4137.102539
	Iteration 2F: 3 clusters Score -554328.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -554561.875000 Penalty: 4137.102539
	Iteration 3F: 3 clusters Score -554561.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -554774.750000 Penalty: 4137.102539
	Iteration 4F: 3 clusters Score -554774.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -554971.500000 Penalty: 4137.102539
	Iteration 5F: 3 clusters Score -554971.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -555147.062500 Penalty: 4137.102539
	Iteration 6F: 3 clusters Score -555147.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -555311.375000 Penalty: 4137.102539
	Iteration 7Q: 3 clusters Score -555311.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -555462.812500 Penalty: 4137.102539
	Iteration 8Q: 3 clusters Score -555462.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -555574.437500 Penalty: 4137.102539
	Iteration 9Q: 3 clusters Score -555574.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -555667.812500 Penalty: 4137.102539
	Iteration 10Q: 3 clusters Score -555667.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -555736.875000 Penalty: 4137.102539
	Iteration 11Q: 3 clusters Score -555736.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -555781.062500 Penalty: 4137.102539
	Iteration 12Q: 3 clusters Score -555781.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -555817.625000 Penalty: 4137.102539
	Iteration 13Q: 3 clusters Score -555817.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -555844.000000 Penalty: 4137.102539
	Iteration 14Q: 3 clusters Score -555844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -555862.312500 Penalty: 4137.102539
	Iteration 15Q: 3 clusters Score -555862.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -555873.125000 Penalty: 4137.102539
	Iteration 16Q: 3 clusters Score -555873.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -555881.750000 Penalty: 4137.102539
	Iteration 17Q: 3 clusters Score -555881.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -555886.750000 Penalty: 4137.102539
	Iteration 18Q: 3 clusters Score -555886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -555890.875000 Penalty: 4137.102539
	Iteration 19Q: 3 clusters Score -555890.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -555894.562500 Penalty: 4137.102539
	Iteration 20F: 3 clusters Score -555894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -555895.187500 Penalty: 4137.102539
	Iteration 21Q: 3 clusters Score -555895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -555896.375000 Penalty: 4137.102539
	Iteration 22Q: 3 clusters Score -555896.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -555901.625000 Penalty: 4137.102539
	Iteration 23Q: 3 clusters Score -555901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -555905.375000 Penalty: 4137.102539
	Iteration 24Q: 3 clusters Score -555905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -555909.000000 Penalty: 4137.102539
	Iteration 25Q: 3 clusters Score -555909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -555911.937500 Penalty: 4137.102539
	Iteration 26Q: 3 clusters Score -555911.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -555914.500000 Penalty: 4137.102539
	Iteration 27Q: 3 clusters Score -555914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -555915.687500 Penalty: 4137.102539
	Iteration 28Q: 3 clusters Score -555915.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -555916.750000 Penalty: 4137.102539
	Iteration 29Q: 3 clusters Score -555916.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -555916.500000 Penalty: 4137.102539
	Iteration 30Q: 3 clusters Score -555916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -555918.562500 Penalty: 4137.102539
	Iteration 31Q: 3 clusters Score -555918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -555918.937500 Penalty: 4137.102539
	Iteration 32Q: 3 clusters Score -555918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -555920.687500 Penalty: 4137.102539
	Iteration 33Q: 3 clusters Score -555920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -555920.687500 Penalty: 4137.102539
	Iteration 34F: 3 clusters Score -555920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Entering Unmasked Estep 
Score: -9759978.000000 Penalty: 2777.350830
	Iteration 0F: 2 clusters Score -9759978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -9711003.000000 Penalty: 5554.701660
	Iteration 0F: 3 clusters Score -9711003 nChanged 34246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -9730739.000000 Penalty: 5554.701660
	Iteration 1F: 3 clusters Score -9730739 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -9731647.000000 Penalty: 5554.701660
	Iteration 2Q: 3 clusters Score -9731647 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -9732678.000000 Penalty: 5554.701660
	Iteration 3Q: 3 clusters Score -9732678 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -9733824.000000 Penalty: 5554.701660
	Iteration 4Q: 3 clusters Score -9733824 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -9735388.000000 Penalty: 5554.701660
	Iteration 5Q: 3 clusters Score -9735388 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -9737618.000000 Penalty: 5554.701660
	Iteration 6F: 3 clusters Score -9737618 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -9740528.000000 Penalty: 5554.701660
	Iteration 7F: 3 clusters Score -9740528 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -9744066.000000 Penalty: 5554.701660
	Iteration 8F: 3 clusters Score -9744066 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -9747505.000000 Penalty: 5554.701660
	Iteration 9F: 3 clusters Score -9747505 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -9750383.000000 Penalty: 5554.701660
	Iteration 10Q: 3 clusters Score -9750383 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -9752559.000000 Penalty: 5554.701660
	Iteration 11Q: 3 clusters Score -9752559 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -9754256.000000 Penalty: 5554.701660
	Iteration 12Q: 3 clusters Score -9754256 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -9755461.000000 Penalty: 5554.701660
	Iteration 13Q: 3 clusters Score -9755461 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -9756363.000000 Penalty: 5554.701660
	Iteration 14Q: 3 clusters Score -9756363 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -9756936.000000 Penalty: 5554.701660
	Iteration 15Q: 3 clusters Score -9756936 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -9757355.000000 Penalty: 5554.701660
	Iteration 16Q: 3 clusters Score -9757355 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -9757609.000000 Penalty: 5554.701660
	Iteration 17Q: 3 clusters Score -9757609 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -9757786.000000 Penalty: 5554.701660
	Iteration 18Q: 3 clusters Score -9757786 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -9757948.000000 Penalty: 5554.701660
	Iteration 19Q: 3 clusters Score -9757948 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -9758111.000000 Penalty: 5554.701660
	Iteration 20F: 3 clusters Score -9758111 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -9758214.000000 Penalty: 5554.701660
	Iteration 21Q: 3 clusters Score -9758214 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -9758328.000000 Penalty: 5554.701660
	Iteration 22Q: 3 clusters Score -9758328 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -9758429.000000 Penalty: 5554.701660
	Iteration 23Q: 3 clusters Score -9758429 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -9758535.000000 Penalty: 5554.701660
	Iteration 24Q: 3 clusters Score -9758535 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -9758661.000000 Penalty: 5554.701660
	Iteration 25Q: 3 clusters Score -9758661 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -9758782.000000 Penalty: 5554.701660
	Iteration 26Q: 3 clusters Score -9758782 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -9758938.000000 Penalty: 5554.701660
	Iteration 27Q: 3 clusters Score -9758938 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -9759071.000000 Penalty: 5554.701660
	Iteration 28Q: 3 clusters Score -9759071 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -9759252.000000 Penalty: 5554.701660
	Iteration 29Q: 3 clusters Score -9759252 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -9759447.000000 Penalty: 5554.701660
	Iteration 30Q: 3 clusters Score -9759447 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -9759618.000000 Penalty: 5554.701660
	Iteration 31Q: 3 clusters Score -9759618 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -9759827.000000 Penalty: 5554.701660
	Iteration 32Q: 3 clusters Score -9759827 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -9760040.000000 Penalty: 5554.701660
	Iteration 33Q: 3 clusters Score -9760040 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -9760210.000000 Penalty: 5554.701660
	Iteration 34Q: 3 clusters Score -9760210 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -9760381.000000 Penalty: 5554.701660
	Iteration 35Q: 3 clusters Score -9760381 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -9760598.000000 Penalty: 5554.701660
	Iteration 36Q: 3 clusters Score -9760598 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -9760805.000000 Penalty: 5554.701660
	Iteration 37Q: 3 clusters Score -9760805 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -9760942.000000 Penalty: 5554.701660
	Iteration 38Q: 3 clusters Score -9760942 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -9761072.000000 Penalty: 5554.701660
	Iteration 39Q: 3 clusters Score -9761072 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -9761167.000000 Penalty: 5554.701660
	Iteration 40F: 3 clusters Score -9761167 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -9761235.000000 Penalty: 5554.701660
	Iteration 41Q: 3 clusters Score -9761235 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -9761268.000000 Penalty: 5554.701660
	Iteration 42Q: 3 clusters Score -9761268 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -9761315.000000 Penalty: 5554.701660
	Iteration 43Q: 3 clusters Score -9761315 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -9761383.000000 Penalty: 5554.701660
	Iteration 44Q: 3 clusters Score -9761383 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -9761408.000000 Penalty: 5554.701660
	Iteration 45Q: 3 clusters Score -9761408 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -9761422.000000 Penalty: 5554.701660
	Iteration 46Q: 3 clusters Score -9761422 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -9761427.000000 Penalty: 5554.701660
	Iteration 47Q: 3 clusters Score -9761427 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -9761420.000000 Penalty: 5554.701660
	Iteration 48Q: 3 clusters Score -9761420 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -9761456.000000 Penalty: 5554.701660
	Iteration 49Q: 3 clusters Score -9761456 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -9761460.000000 Penalty: 5554.701660
	Iteration 50Q: 3 clusters Score -9761460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -9761458.000000 Penalty: 5554.701660
	Iteration 51Q: 3 clusters Score -9761458 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -9761461.000000 Penalty: 5554.701660
	Iteration 52Q: 3 clusters Score -9761461 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -9761459.000000 Penalty: 5554.701660
	Iteration 53Q: 3 clusters Score -9761459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -9761478.000000 Penalty: 5554.701660
	Iteration 54Q: 3 clusters Score -9761478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -9761472.000000 Penalty: 5554.701660
	Iteration 55Q: 3 clusters Score -9761472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -9761474.000000 Penalty: 5554.701660
	Iteration 56Q: 3 clusters Score -9761474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -9761468.000000 Penalty: 5554.701660
	Iteration 57Q: 3 clusters Score -9761468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -9761459.000000 Penalty: 5554.701660
	Iteration 58Q: 3 clusters Score -9761459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -9761460.000000 Penalty: 5554.701660
	Iteration 59Q: 3 clusters Score -9761460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -9761464.000000 Penalty: 5554.701660
	Iteration 60F: 3 clusters Score -9761464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -9761461.000000 Penalty: 5554.701660
	Iteration 61Q: 3 clusters Score -9761461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -9761463.000000 Penalty: 5554.701660
	Iteration 62Q: 3 clusters Score -9761463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -9761470.000000 Penalty: 5554.701660
	Iteration 63Q: 3 clusters Score -9761470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -9761475.000000 Penalty: 5554.701660
	Iteration 64Q: 3 clusters Score -9761475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -9761482.000000 Penalty: 5554.701660
	Iteration 65Q: 3 clusters Score -9761482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -9761480.000000 Penalty: 5554.701660
	Iteration 66Q: 3 clusters Score -9761480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -9761470.000000 Penalty: 5554.701660
	Iteration 67Q: 3 clusters Score -9761470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -9761470.000000 Penalty: 5554.701660
	Iteration 68F: 3 clusters Score -9761470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 167653 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 223680 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 190775 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 47687 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 116720 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 5678 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 37867 members 
Mstep: Class 23 contains 25370 members 
Entering Unmasked Estep 
Score: -133188504.000000 Penalty: 78960.101562
Splitting cluster 13 changes total score from -133184488.000000 to -133188504.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (8804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Entering Unmasked Estep 
Score: -1100356.375000 Penalty: 2252.574463
	Iteration 0F: 2 clusters Score -1100356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1093514.375000 Penalty: 4505.148926
	Iteration 0F: 3 clusters Score -1093514 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1095460.750000 Penalty: 4505.148926
	Iteration 1F: 3 clusters Score -1095461 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1095886.875000 Penalty: 4505.148926
	Iteration 2F: 3 clusters Score -1095887 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1096337.250000 Penalty: 4505.148926
	Iteration 3F: 3 clusters Score -1096337 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1096782.000000 Penalty: 4505.148926
	Iteration 4F: 3 clusters Score -1096782 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1097202.250000 Penalty: 4505.148926
	Iteration 5F: 3 clusters Score -1097202 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1097580.500000 Penalty: 4505.148926
	Iteration 6F: 3 clusters Score -1097580 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1097925.750000 Penalty: 4505.148926
	Iteration 7Q: 3 clusters Score -1097926 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1098224.375000 Penalty: 4505.148926
	Iteration 8Q: 3 clusters Score -1098224 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1098441.125000 Penalty: 4505.148926
	Iteration 9Q: 3 clusters Score -1098441 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1098569.125000 Penalty: 4505.148926
	Iteration 10Q: 3 clusters Score -1098569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1098666.750000 Penalty: 4505.148926
	Iteration 11Q: 3 clusters Score -1098667 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1098741.500000 Penalty: 4505.148926
	Iteration 12Q: 3 clusters Score -1098742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1098794.500000 Penalty: 4505.148926
	Iteration 13Q: 3 clusters Score -1098794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1098827.250000 Penalty: 4505.148926
	Iteration 14Q: 3 clusters Score -1098827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1098850.125000 Penalty: 4505.148926
	Iteration 15Q: 3 clusters Score -1098850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1098867.500000 Penalty: 4505.148926
	Iteration 16Q: 3 clusters Score -1098868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1098873.750000 Penalty: 4505.148926
	Iteration 17Q: 3 clusters Score -1098874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1098886.250000 Penalty: 4505.148926
	Iteration 18Q: 3 clusters Score -1098886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1098892.625000 Penalty: 4505.148926
	Iteration 19Q: 3 clusters Score -1098893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1098896.750000 Penalty: 4505.148926
	Iteration 20F: 3 clusters Score -1098897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1098898.875000 Penalty: 4505.148926
	Iteration 21Q: 3 clusters Score -1098899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1098898.875000 Penalty: 4505.148926
	Iteration 22Q: 3 clusters Score -1098899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1098902.875000 Penalty: 4505.148926
	Iteration 23Q: 3 clusters Score -1098903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1098906.625000 Penalty: 4505.148926
	Iteration 24Q: 3 clusters Score -1098907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1098907.375000 Penalty: 4505.148926
	Iteration 25Q: 3 clusters Score -1098907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1098909.500000 Penalty: 4505.148926
	Iteration 26Q: 3 clusters Score -1098910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1098913.500000 Penalty: 4505.148926
	Iteration 27Q: 3 clusters Score -1098914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1098916.375000 Penalty: 4505.148926
	Iteration 28Q: 3 clusters Score -1098916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1098920.375000 Penalty: 4505.148926
	Iteration 29Q: 3 clusters Score -1098920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1098922.750000 Penalty: 4505.148926
	Iteration 30Q: 3 clusters Score -1098923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1098923.500000 Penalty: 4505.148926
	Iteration 31Q: 3 clusters Score -1098924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1098922.625000 Penalty: 4505.148926
	Iteration 32Q: 3 clusters Score -1098923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1098922.750000 Penalty: 4505.148926
	Iteration 33Q: 3 clusters Score -1098923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1098923.375000 Penalty: 4505.148926
	Iteration 34Q: 3 clusters Score -1098923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1098923.375000 Penalty: 4505.148926
	Iteration 35F: 3 clusters Score -1098923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (116720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116720 members 
Entering Unmasked Estep 
Score: -15538398.000000 Penalty: 2893.548096
	Iteration 0F: 2 clusters Score -1.55384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -15460654.000000 Penalty: 5787.096191
	Iteration 0F: 3 clusters Score -1.546065e+07 nChanged 55286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -15493491.000000 Penalty: 5787.096191
	Iteration 1F: 3 clusters Score -1.549349e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -15495688.000000 Penalty: 5787.096191
	Iteration 2Q: 3 clusters Score -1.549569e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -15498837.000000 Penalty: 5787.096191
	Iteration 3F: 3 clusters Score -1.549884e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -15503233.000000 Penalty: 5787.096191
	Iteration 4F: 3 clusters Score -1.550323e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -15509396.000000 Penalty: 5787.096191
	Iteration 5F: 3 clusters Score -1.55094e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -15517315.000000 Penalty: 5787.096191
	Iteration 6F: 3 clusters Score -1.551732e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -15525712.000000 Penalty: 5787.096191
	Iteration 7F: 3 clusters Score -1.552571e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -15531997.000000 Penalty: 5787.096191
	Iteration 8F: 3 clusters Score -1.5532e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -15535923.000000 Penalty: 5787.096191
	Iteration 9Q: 3 clusters Score -1.553592e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87565 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -15538378.000000 Penalty: 5787.096191
	Iteration 10Q: 3 clusters Score -1.553838e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88229 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -15539870.000000 Penalty: 5787.096191
	Iteration 11Q: 3 clusters Score -1.553987e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -15540792.000000 Penalty: 5787.096191
	Iteration 12Q: 3 clusters Score -1.554079e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -15541372.000000 Penalty: 5787.096191
	Iteration 13Q: 3 clusters Score -1.554137e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -15541647.000000 Penalty: 5787.096191
	Iteration 14Q: 3 clusters Score -1.554165e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -15541745.000000 Penalty: 5787.096191
	Iteration 15Q: 3 clusters Score -1.554174e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -15541751.000000 Penalty: 5787.096191
	Iteration 16Q: 3 clusters Score -1.554175e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -15541753.000000 Penalty: 5787.096191
	Iteration 17Q: 3 clusters Score -1.554175e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -15541801.000000 Penalty: 5787.096191
	Iteration 18Q: 3 clusters Score -1.55418e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -15541812.000000 Penalty: 5787.096191
	Iteration 19Q: 3 clusters Score -1.554181e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -15541844.000000 Penalty: 5787.096191
	Iteration 20F: 3 clusters Score -1.554184e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -15541836.000000 Penalty: 5787.096191
	Iteration 21Q: 3 clusters Score -1.554184e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -15541828.000000 Penalty: 5787.096191
	Iteration 22Q: 3 clusters Score -1.554183e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89126 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -15541823.000000 Penalty: 5787.096191
	Iteration 23Q: 3 clusters Score -1.554182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -15541824.000000 Penalty: 5787.096191
	Iteration 24Q: 3 clusters Score -1.554182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -15541806.000000 Penalty: 5787.096191
	Iteration 25Q: 3 clusters Score -1.554181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -15541791.000000 Penalty: 5787.096191
	Iteration 26Q: 3 clusters Score -1.554179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -15541801.000000 Penalty: 5787.096191
	Iteration 27Q: 3 clusters Score -1.55418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -15541808.000000 Penalty: 5787.096191
	Iteration 28Q: 3 clusters Score -1.554181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -15541809.000000 Penalty: 5787.096191
	Iteration 29Q: 3 clusters Score -1.554181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -15541806.000000 Penalty: 5787.096191
	Iteration 30Q: 3 clusters Score -1.554181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -15541808.000000 Penalty: 5787.096191
	Iteration 31Q: 3 clusters Score -1.554181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -15541808.000000 Penalty: 5787.096191
	Iteration 32F: 3 clusters Score -1.554181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 167653 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 223680 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 190775 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 47687 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 89146 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 5678 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 37867 members 
Mstep: Class 23 contains 25370 members 
Mstep: Class 24 contains 27574 members 
Entering Unmasked Estep 
Score: -133191368.000000 Penalty: 82393.148438
Splitting cluster 16 changes total score from -133184488.000000 to -133191368.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (77754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Entering Unmasked Estep 
Score: -10241299.000000 Penalty: 2792.803711
	Iteration 0F: 2 clusters Score -1.02413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -10189269.000000 Penalty: 5585.607422
	Iteration 0F: 3 clusters Score -1.018927e+07 nChanged 36339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -10209542.000000 Penalty: 5585.607422
	Iteration 1F: 3 clusters Score -1.020954e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -10210182.000000 Penalty: 5585.607422
	Iteration 2Q: 3 clusters Score -1.021018e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -10210784.000000 Penalty: 5585.607422
	Iteration 3Q: 3 clusters Score -1.021078e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -10211545.000000 Penalty: 5585.607422
	Iteration 4Q: 3 clusters Score -1.021154e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -10212451.000000 Penalty: 5585.607422
	Iteration 5Q: 3 clusters Score -1.021245e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -10213736.000000 Penalty: 5585.607422
	Iteration 6Q: 3 clusters Score -1.021374e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -10215790.000000 Penalty: 5585.607422
	Iteration 7Q: 3 clusters Score -1.021579e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -10218581.000000 Penalty: 5585.607422
	Iteration 8F: 3 clusters Score -1.021858e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -10222208.000000 Penalty: 5585.607422
	Iteration 9F: 3 clusters Score -1.022221e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -10226418.000000 Penalty: 5585.607422
	Iteration 10F: 3 clusters Score -1.022642e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -10230150.000000 Penalty: 5585.607422
	Iteration 11F: 3 clusters Score -1.023015e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -10232985.000000 Penalty: 5585.607422
	Iteration 12Q: 3 clusters Score -1.023298e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -10234821.000000 Penalty: 5585.607422
	Iteration 13Q: 3 clusters Score -1.023482e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -10235890.000000 Penalty: 5585.607422
	Iteration 14Q: 3 clusters Score -1.023589e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -10236644.000000 Penalty: 5585.607422
	Iteration 15Q: 3 clusters Score -1.023664e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -10237153.000000 Penalty: 5585.607422
	Iteration 16Q: 3 clusters Score -1.023715e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -10237472.000000 Penalty: 5585.607422
	Iteration 17Q: 3 clusters Score -1.023747e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -10237803.000000 Penalty: 5585.607422
	Iteration 18Q: 3 clusters Score -1.02378e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -10238153.000000 Penalty: 5585.607422
	Iteration 19Q: 3 clusters Score -1.023815e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -10238453.000000 Penalty: 5585.607422
	Iteration 20F: 3 clusters Score -1.023845e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -10238785.000000 Penalty: 5585.607422
	Iteration 21Q: 3 clusters Score -1.023878e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -10239014.000000 Penalty: 5585.607422
	Iteration 22Q: 3 clusters Score -1.023901e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -10239164.000000 Penalty: 5585.607422
	Iteration 23Q: 3 clusters Score -1.023916e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -10239290.000000 Penalty: 5585.607422
	Iteration 24Q: 3 clusters Score -1.023929e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -10239367.000000 Penalty: 5585.607422
	Iteration 25Q: 3 clusters Score -1.023937e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -10239445.000000 Penalty: 5585.607422
	Iteration 26Q: 3 clusters Score -1.023944e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -10239499.000000 Penalty: 5585.607422
	Iteration 27Q: 3 clusters Score -1.02395e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -10239511.000000 Penalty: 5585.607422
	Iteration 28Q: 3 clusters Score -1.023951e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -10239579.000000 Penalty: 5585.607422
	Iteration 29Q: 3 clusters Score -1.023958e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -10239633.000000 Penalty: 5585.607422
	Iteration 30Q: 3 clusters Score -1.023963e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -10239677.000000 Penalty: 5585.607422
	Iteration 31Q: 3 clusters Score -1.023968e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -10239721.000000 Penalty: 5585.607422
	Iteration 32Q: 3 clusters Score -1.023972e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -10239762.000000 Penalty: 5585.607422
	Iteration 33Q: 3 clusters Score -1.023976e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -10239835.000000 Penalty: 5585.607422
	Iteration 34Q: 3 clusters Score -1.023984e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -10239885.000000 Penalty: 5585.607422
	Iteration 35Q: 3 clusters Score -1.023988e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -10239919.000000 Penalty: 5585.607422
	Iteration 36Q: 3 clusters Score -1.023992e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -10239960.000000 Penalty: 5585.607422
	Iteration 37Q: 3 clusters Score -1.023996e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -10239985.000000 Penalty: 5585.607422
	Iteration 38Q: 3 clusters Score -1.023998e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -10239991.000000 Penalty: 5585.607422
	Iteration 39Q: 3 clusters Score -1.023999e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -10239997.000000 Penalty: 5585.607422
	Iteration 40F: 3 clusters Score -1.024e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -10240023.000000 Penalty: 5585.607422
	Iteration 41Q: 3 clusters Score -1.024002e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -10240085.000000 Penalty: 5585.607422
	Iteration 42Q: 3 clusters Score -1.024008e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -10240088.000000 Penalty: 5585.607422
	Iteration 43Q: 3 clusters Score -1.024009e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -10240082.000000 Penalty: 5585.607422
	Iteration 44Q: 3 clusters Score -1.024008e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -10240079.000000 Penalty: 5585.607422
	Iteration 45Q: 3 clusters Score -1.024008e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -10240109.000000 Penalty: 5585.607422
	Iteration 46Q: 3 clusters Score -1.024011e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -10240122.000000 Penalty: 5585.607422
	Iteration 47Q: 3 clusters Score -1.024012e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -10240135.000000 Penalty: 5585.607422
	Iteration 48Q: 3 clusters Score -1.024014e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -10240153.000000 Penalty: 5585.607422
	Iteration 49Q: 3 clusters Score -1.024015e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -10240175.000000 Penalty: 5585.607422
	Iteration 50Q: 3 clusters Score -1.024018e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -10240169.000000 Penalty: 5585.607422
	Iteration 51Q: 3 clusters Score -1.024017e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -10240185.000000 Penalty: 5585.607422
	Iteration 52Q: 3 clusters Score -1.024018e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 72228 members 
Entering Unmasked Estep 
Score: -10240210.000000 Penalty: 5585.607422
	Iteration 53Q: 3 clusters Score -1.024021e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -10240242.000000 Penalty: 5585.607422
	Iteration 54Q: 3 clusters Score -1.024024e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -10240264.000000 Penalty: 5585.607422
	Iteration 55Q: 3 clusters Score -1.024026e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -10240254.000000 Penalty: 5585.607422
	Iteration 56Q: 3 clusters Score -1.024025e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -10240279.000000 Penalty: 5585.607422
	Iteration 57Q: 3 clusters Score -1.024028e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -10240300.000000 Penalty: 5585.607422
	Iteration 58Q: 3 clusters Score -1.02403e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -10240303.000000 Penalty: 5585.607422
	Iteration 59Q: 3 clusters Score -1.02403e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -10240344.000000 Penalty: 5585.607422
	Iteration 60F: 3 clusters Score -1.024034e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -10240363.000000 Penalty: 5585.607422
	Iteration 61Q: 3 clusters Score -1.024036e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -10240382.000000 Penalty: 5585.607422
	Iteration 62Q: 3 clusters Score -1.024038e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -10240386.000000 Penalty: 5585.607422
	Iteration 63Q: 3 clusters Score -1.024039e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -10240402.000000 Penalty: 5585.607422
	Iteration 64Q: 3 clusters Score -1.02404e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -10240406.000000 Penalty: 5585.607422
	Iteration 65Q: 3 clusters Score -1.024041e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -10240428.000000 Penalty: 5585.607422
	Iteration 66Q: 3 clusters Score -1.024043e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -10240428.000000 Penalty: 5585.607422
	Iteration 67Q: 3 clusters Score -1.024043e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -10240443.000000 Penalty: 5585.607422
	Iteration 68Q: 3 clusters Score -1.024044e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -10240445.000000 Penalty: 5585.607422
	Iteration 69Q: 3 clusters Score -1.024044e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -10240461.000000 Penalty: 5585.607422
	Iteration 70Q: 3 clusters Score -1.024046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -10240455.000000 Penalty: 5585.607422
	Iteration 71Q: 3 clusters Score -1.024046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -10240443.000000 Penalty: 5585.607422
	Iteration 72Q: 3 clusters Score -1.024044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -10240457.000000 Penalty: 5585.607422
	Iteration 73Q: 3 clusters Score -1.024046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -10240467.000000 Penalty: 5585.607422
	Iteration 74Q: 3 clusters Score -1.024047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -10240473.000000 Penalty: 5585.607422
	Iteration 75Q: 3 clusters Score -1.024047e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -10240488.000000 Penalty: 5585.607422
	Iteration 76Q: 3 clusters Score -1.024049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -10240499.000000 Penalty: 5585.607422
	Iteration 77Q: 3 clusters Score -1.02405e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -10240487.000000 Penalty: 5585.607422
	Iteration 78Q: 3 clusters Score -1.024049e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -10240495.000000 Penalty: 5585.607422
	Iteration 79Q: 3 clusters Score -1.02405e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -10240491.000000 Penalty: 5585.607422
	Iteration 80F: 3 clusters Score -1.024049e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -10240510.000000 Penalty: 5585.607422
	Iteration 81Q: 3 clusters Score -1.024051e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -10240511.000000 Penalty: 5585.607422
	Iteration 82Q: 3 clusters Score -1.024051e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -10240515.000000 Penalty: 5585.607422
	Iteration 83Q: 3 clusters Score -1.024052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -10240498.000000 Penalty: 5585.607422
	Iteration 84Q: 3 clusters Score -1.02405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -10240502.000000 Penalty: 5585.607422
	Iteration 85Q: 3 clusters Score -1.02405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -10240504.000000 Penalty: 5585.607422
	Iteration 86Q: 3 clusters Score -1.02405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -10240521.000000 Penalty: 5585.607422
	Iteration 87Q: 3 clusters Score -1.024052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -10240523.000000 Penalty: 5585.607422
	Iteration 88Q: 3 clusters Score -1.024052e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -10240522.000000 Penalty: 5585.607422
	Iteration 89Q: 3 clusters Score -1.024052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -10240520.000000 Penalty: 5585.607422
	Iteration 90Q: 3 clusters Score -1.024052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -10240528.000000 Penalty: 5585.607422
	Iteration 91Q: 3 clusters Score -1.024053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -10240536.000000 Penalty: 5585.607422
	Iteration 92Q: 3 clusters Score -1.024054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -10240535.000000 Penalty: 5585.607422
	Iteration 93Q: 3 clusters Score -1.024054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -10240525.000000 Penalty: 5585.607422
	Iteration 94Q: 3 clusters Score -1.024052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -10240535.000000 Penalty: 5585.607422
	Iteration 95Q: 3 clusters Score -1.024054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -10240527.000000 Penalty: 5585.607422
	Iteration 96Q: 3 clusters Score -1.024053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -10240534.000000 Penalty: 5585.607422
	Iteration 97Q: 3 clusters Score -1.024053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -10240526.000000 Penalty: 5585.607422
	Iteration 98Q: 3 clusters Score -1.024053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -10240533.000000 Penalty: 5585.607422
	Iteration 99Q: 3 clusters Score -1.024053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -10240548.000000 Penalty: 5585.607422
	Iteration 100F: 3 clusters Score -1.024055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -10240533.000000 Penalty: 5585.607422
	Iteration 101Q: 3 clusters Score -1.024053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -10240546.000000 Penalty: 5585.607422
	Iteration 102Q: 3 clusters Score -1.024055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -10240546.000000 Penalty: 5585.607422
	Iteration 103Q: 3 clusters Score -1.024055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -10240559.000000 Penalty: 5585.607422
	Iteration 104Q: 3 clusters Score -1.024056e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -10240562.000000 Penalty: 5585.607422
	Iteration 105Q: 3 clusters Score -1.024056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -10240551.000000 Penalty: 5585.607422
	Iteration 106Q: 3 clusters Score -1.024055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -10240562.000000 Penalty: 5585.607422
	Iteration 107Q: 3 clusters Score -1.024056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -10240568.000000 Penalty: 5585.607422
	Iteration 108Q: 3 clusters Score -1.024057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -10240570.000000 Penalty: 5585.607422
	Iteration 109Q: 3 clusters Score -1.024057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -10240575.000000 Penalty: 5585.607422
	Iteration 110Q: 3 clusters Score -1.024058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -10240579.000000 Penalty: 5585.607422
	Iteration 111Q: 3 clusters Score -1.024058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -10240576.000000 Penalty: 5585.607422
	Iteration 112Q: 3 clusters Score -1.024058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -10240576.000000 Penalty: 5585.607422
	Iteration 113Q: 3 clusters Score -1.024058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -10240576.000000 Penalty: 5585.607422
	Iteration 114Q: 3 clusters Score -1.024058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -10240578.000000 Penalty: 5585.607422
	Iteration 115Q: 3 clusters Score -1.024058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -10240581.000000 Penalty: 5585.607422
	Iteration 116Q: 3 clusters Score -1.024058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -10240577.000000 Penalty: 5585.607422
	Iteration 117Q: 3 clusters Score -1.024058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -10240577.000000 Penalty: 5585.607422
	Iteration 118Q: 3 clusters Score -1.024058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -10240581.000000 Penalty: 5585.607422
	Iteration 119Q: 3 clusters Score -1.024058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -10240580.000000 Penalty: 5585.607422
	Iteration 120F: 3 clusters Score -1.024058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -10240593.000000 Penalty: 5585.607422
	Iteration 121Q: 3 clusters Score -1.024059e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -10240613.000000 Penalty: 5585.607422
	Iteration 122Q: 3 clusters Score -1.024061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 74665 members 
Entering Unmasked Estep 
Score: -10240610.000000 Penalty: 5585.607422
	Iteration 123Q: 3 clusters Score -1.024061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -10240620.000000 Penalty: 5585.607422
	Iteration 124Q: 3 clusters Score -1.024062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -10240618.000000 Penalty: 5585.607422
	Iteration 125Q: 3 clusters Score -1.024062e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -10240623.000000 Penalty: 5585.607422
	Iteration 126Q: 3 clusters Score -1.024062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -10240628.000000 Penalty: 5585.607422
	Iteration 127Q: 3 clusters Score -1.024063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -10240625.000000 Penalty: 5585.607422
	Iteration 128Q: 3 clusters Score -1.024062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -10240633.000000 Penalty: 5585.607422
	Iteration 129Q: 3 clusters Score -1.024063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -10240621.000000 Penalty: 5585.607422
	Iteration 130Q: 3 clusters Score -1.024062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -10240601.000000 Penalty: 5585.607422
	Iteration 131Q: 3 clusters Score -1.02406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
Score: -10240613.000000 Penalty: 5585.607422
	Iteration 132Q: 3 clusters Score -1.024061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -10240613.000000 Penalty: 5585.607422
	Iteration 133Q: 3 clusters Score -1.024061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -10240618.000000 Penalty: 5585.607422
	Iteration 134Q: 3 clusters Score -1.024062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -10240615.000000 Penalty: 5585.607422
	Iteration 135Q: 3 clusters Score -1.024062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -10240611.000000 Penalty: 5585.607422
	Iteration 136Q: 3 clusters Score -1.024061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -10240609.000000 Penalty: 5585.607422
	Iteration 137Q: 3 clusters Score -1.024061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -10240617.000000 Penalty: 5585.607422
	Iteration 138Q: 3 clusters Score -1.024062e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -10240614.000000 Penalty: 5585.607422
	Iteration 139Q: 3 clusters Score -1.024061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -10240611.000000 Penalty: 5585.607422
	Iteration 140F: 3 clusters Score -1.024061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
Score: -10240615.000000 Penalty: 5585.607422
	Iteration 141Q: 3 clusters Score -1.024062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -10240612.000000 Penalty: 5585.607422
	Iteration 142Q: 3 clusters Score -1.024061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -10240605.000000 Penalty: 5585.607422
	Iteration 143Q: 3 clusters Score -1.02406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -10240610.000000 Penalty: 5585.607422
	Iteration 144Q: 3 clusters Score -1.024061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -10240609.000000 Penalty: 5585.607422
	Iteration 145Q: 3 clusters Score -1.024061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -10240608.000000 Penalty: 5585.607422
	Iteration 146Q: 3 clusters Score -1.024061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -10240607.000000 Penalty: 5585.607422
	Iteration 147Q: 3 clusters Score -1.024061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -10240610.000000 Penalty: 5585.607422
	Iteration 148Q: 3 clusters Score -1.024061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -10240611.000000 Penalty: 5585.607422
	Iteration 149Q: 3 clusters Score -1.024061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -10240613.000000 Penalty: 5585.607422
	Iteration 150Q: 3 clusters Score -1.024061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -10240615.000000 Penalty: 5585.607422
	Iteration 151Q: 3 clusters Score -1.024062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -10240623.000000 Penalty: 5585.607422
	Iteration 152Q: 3 clusters Score -1.024062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -10240628.000000 Penalty: 5585.607422
	Iteration 153Q: 3 clusters Score -1.024063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -10240631.000000 Penalty: 5585.607422
	Iteration 154Q: 3 clusters Score -1.024063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -10240626.000000 Penalty: 5585.607422
	Iteration 155Q: 3 clusters Score -1.024063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -10240624.000000 Penalty: 5585.607422
	Iteration 156Q: 3 clusters Score -1.024062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -10240621.000000 Penalty: 5585.607422
	Iteration 157Q: 3 clusters Score -1.024062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -10240628.000000 Penalty: 5585.607422
	Iteration 158Q: 3 clusters Score -1.024063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -10240633.000000 Penalty: 5585.607422
	Iteration 159Q: 3 clusters Score -1.024063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -10240634.000000 Penalty: 5585.607422
	Iteration 160F: 3 clusters Score -1.024063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -10240632.000000 Penalty: 5585.607422
	Iteration 161Q: 3 clusters Score -1.024063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -10240633.000000 Penalty: 5585.607422
	Iteration 162Q: 3 clusters Score -1.024063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -10240628.000000 Penalty: 5585.607422
	Iteration 163Q: 3 clusters Score -1.024063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -10240635.000000 Penalty: 5585.607422
	Iteration 164Q: 3 clusters Score -1.024064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -10240635.000000 Penalty: 5585.607422
	Iteration 165Q: 3 clusters Score -1.024064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -10240641.000000 Penalty: 5585.607422
	Iteration 166Q: 3 clusters Score -1.024064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -10240643.000000 Penalty: 5585.607422
	Iteration 167Q: 3 clusters Score -1.024064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -10240651.000000 Penalty: 5585.607422
	Iteration 168Q: 3 clusters Score -1.024065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -10240650.000000 Penalty: 5585.607422
	Iteration 169Q: 3 clusters Score -1.024065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -10240652.000000 Penalty: 5585.607422
	Iteration 170Q: 3 clusters Score -1.024065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -10240647.000000 Penalty: 5585.607422
	Iteration 171Q: 3 clusters Score -1.024065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -10240659.000000 Penalty: 5585.607422
	Iteration 172Q: 3 clusters Score -1.024066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -10240651.000000 Penalty: 5585.607422
	Iteration 173Q: 3 clusters Score -1.024065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -10240649.000000 Penalty: 5585.607422
	Iteration 174Q: 3 clusters Score -1.024065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -10240657.000000 Penalty: 5585.607422
	Iteration 175Q: 3 clusters Score -1.024066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -10240654.000000 Penalty: 5585.607422
	Iteration 176Q: 3 clusters Score -1.024065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -10240650.000000 Penalty: 5585.607422
	Iteration 177Q: 3 clusters Score -1.024065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -10240650.000000 Penalty: 5585.607422
	Iteration 178F: 3 clusters Score -1.024065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Entering Unmasked Estep 
Score: -5021506.500000 Penalty: 2617.634766
	Iteration 0F: 2 clusters Score -5021506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4995568.000000 Penalty: 5235.269531
	Iteration 0F: 3 clusters Score -4995568 nChanged 17379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5005037.500000 Penalty: 5235.269531
	Iteration 1F: 3 clusters Score -5005038 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -5005426.500000 Penalty: 5235.269531
	Iteration 2Q: 3 clusters Score -5005426 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -5005787.500000 Penalty: 5235.269531
	Iteration 3Q: 3 clusters Score -5005788 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5006128.500000 Penalty: 5235.269531
	Iteration 4Q: 3 clusters Score -5006128 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -5006590.000000 Penalty: 5235.269531
	Iteration 5Q: 3 clusters Score -5006590 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -5007224.000000 Penalty: 5235.269531
	Iteration 6Q: 3 clusters Score -5007224 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5008033.000000 Penalty: 5235.269531
	Iteration 7Q: 3 clusters Score -5008033 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -5009277.000000 Penalty: 5235.269531
	Iteration 8F: 3 clusters Score -5009277 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -5011087.500000 Penalty: 5235.269531
	Iteration 9F: 3 clusters Score -5011088 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -5013246.500000 Penalty: 5235.269531
	Iteration 10F: 3 clusters Score -5013246 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5015270.500000 Penalty: 5235.269531
	Iteration 11F: 3 clusters Score -5015270 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -5016652.500000 Penalty: 5235.269531
	Iteration 12Q: 3 clusters Score -5016652 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5017556.500000 Penalty: 5235.269531
	Iteration 13Q: 3 clusters Score -5017556 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -5018090.000000 Penalty: 5235.269531
	Iteration 14Q: 3 clusters Score -5018090 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -5018487.000000 Penalty: 5235.269531
	Iteration 15Q: 3 clusters Score -5018487 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5018773.000000 Penalty: 5235.269531
	Iteration 16Q: 3 clusters Score -5018773 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -5018945.000000 Penalty: 5235.269531
	Iteration 17Q: 3 clusters Score -5018945 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -5019054.500000 Penalty: 5235.269531
	Iteration 18Q: 3 clusters Score -5019054 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -5019100.000000 Penalty: 5235.269531
	Iteration 19Q: 3 clusters Score -5019100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -5019138.500000 Penalty: 5235.269531
	Iteration 20F: 3 clusters Score -5019138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5019164.000000 Penalty: 5235.269531
	Iteration 21Q: 3 clusters Score -5019164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -5019180.000000 Penalty: 5235.269531
	Iteration 22Q: 3 clusters Score -5019180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -5019209.000000 Penalty: 5235.269531
	Iteration 23Q: 3 clusters Score -5019209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -5019223.000000 Penalty: 5235.269531
	Iteration 24Q: 3 clusters Score -5019223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -5019238.000000 Penalty: 5235.269531
	Iteration 25Q: 3 clusters Score -5019238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -5019239.500000 Penalty: 5235.269531
	Iteration 26Q: 3 clusters Score -5019240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -5019244.000000 Penalty: 5235.269531
	Iteration 27Q: 3 clusters Score -5019244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -5019258.000000 Penalty: 5235.269531
	Iteration 28Q: 3 clusters Score -5019258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -5019266.000000 Penalty: 5235.269531
	Iteration 29Q: 3 clusters Score -5019266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5019268.500000 Penalty: 5235.269531
	Iteration 30Q: 3 clusters Score -5019268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -5019273.000000 Penalty: 5235.269531
	Iteration 31Q: 3 clusters Score -5019273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -5019279.500000 Penalty: 5235.269531
	Iteration 32Q: 3 clusters Score -5019280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -5019285.500000 Penalty: 5235.269531
	Iteration 33Q: 3 clusters Score -5019286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -5019283.500000 Penalty: 5235.269531
	Iteration 34Q: 3 clusters Score -5019284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -5019293.000000 Penalty: 5235.269531
	Iteration 35Q: 3 clusters Score -5019293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5019300.000000 Penalty: 5235.269531
	Iteration 36Q: 3 clusters Score -5019300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5019299.500000 Penalty: 5235.269531
	Iteration 37Q: 3 clusters Score -5019300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -5019303.500000 Penalty: 5235.269531
	Iteration 38Q: 3 clusters Score -5019304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -5019299.500000 Penalty: 5235.269531
	Iteration 39Q: 3 clusters Score -5019300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -5019307.500000 Penalty: 5235.269531
	Iteration 40F: 3 clusters Score -5019308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -5019315.000000 Penalty: 5235.269531
	Iteration 41Q: 3 clusters Score -5019315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -5019315.500000 Penalty: 5235.269531
	Iteration 42Q: 3 clusters Score -5019316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5019313.500000 Penalty: 5235.269531
	Iteration 43Q: 3 clusters Score -5019314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5019317.000000 Penalty: 5235.269531
	Iteration 44Q: 3 clusters Score -5019317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -5019321.000000 Penalty: 5235.269531
	Iteration 45Q: 3 clusters Score -5019321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -5019327.500000 Penalty: 5235.269531
	Iteration 46Q: 3 clusters Score -5019328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -5019324.000000 Penalty: 5235.269531
	Iteration 47Q: 3 clusters Score -5019324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -5019320.000000 Penalty: 5235.269531
	Iteration 48Q: 3 clusters Score -5019320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -5019325.000000 Penalty: 5235.269531
	Iteration 49Q: 3 clusters Score -5019325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5019327.500000 Penalty: 5235.269531
	Iteration 50Q: 3 clusters Score -5019328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5019322.500000 Penalty: 5235.269531
	Iteration 51Q: 3 clusters Score -5019322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -5019319.000000 Penalty: 5235.269531
	Iteration 52Q: 3 clusters Score -5019319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -5019320.000000 Penalty: 5235.269531
	Iteration 53Q: 3 clusters Score -5019320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -5019318.000000 Penalty: 5235.269531
	Iteration 54Q: 3 clusters Score -5019318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -5019323.500000 Penalty: 5235.269531
	Iteration 55Q: 3 clusters Score -5019324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -5019318.500000 Penalty: 5235.269531
	Iteration 56Q: 3 clusters Score -5019318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -5019321.000000 Penalty: 5235.269531
	Iteration 57Q: 3 clusters Score -5019321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -5019325.000000 Penalty: 5235.269531
	Iteration 58Q: 3 clusters Score -5019325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -5019326.500000 Penalty: 5235.269531
	Iteration 59Q: 3 clusters Score -5019326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -5019325.500000 Penalty: 5235.269531
	Iteration 60F: 3 clusters Score -5019326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -5019329.000000 Penalty: 5235.269531
	Iteration 61Q: 3 clusters Score -5019329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -5019329.000000 Penalty: 5235.269531
	Iteration 62Q: 3 clusters Score -5019329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5019329.500000 Penalty: 5235.269531
	Iteration 63Q: 3 clusters Score -5019330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -5019344.500000 Penalty: 5235.269531
	Iteration 64Q: 3 clusters Score -5019344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -5019343.000000 Penalty: 5235.269531
	Iteration 65Q: 3 clusters Score -5019343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -5019347.500000 Penalty: 5235.269531
	Iteration 66Q: 3 clusters Score -5019348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5019346.000000 Penalty: 5235.269531
	Iteration 67Q: 3 clusters Score -5019346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5019355.500000 Penalty: 5235.269531
	Iteration 68Q: 3 clusters Score -5019356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5019349.500000 Penalty: 5235.269531
	Iteration 69Q: 3 clusters Score -5019350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -5019350.500000 Penalty: 5235.269531
	Iteration 70Q: 3 clusters Score -5019350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5019349.000000 Penalty: 5235.269531
	Iteration 71Q: 3 clusters Score -5019349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5019352.500000 Penalty: 5235.269531
	Iteration 72Q: 3 clusters Score -5019352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -5019354.500000 Penalty: 5235.269531
	Iteration 73Q: 3 clusters Score -5019354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5019356.500000 Penalty: 5235.269531
	Iteration 74Q: 3 clusters Score -5019356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5019356.500000 Penalty: 5235.269531
	Iteration 75F: 3 clusters Score -5019356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Entering Unmasked Estep 
Score: -710828.000000 Penalty: 2143.799805
	Iteration 0F: 2 clusters Score -710828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -705946.875000 Penalty: 4287.599609
	Iteration 0F: 3 clusters Score -705946.9 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -707895.062500 Penalty: 4287.599609
	Iteration 1F: 3 clusters Score -707895.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -709173.562500 Penalty: 4287.599609
	Iteration 2F: 3 clusters Score -709173.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -710101.500000 Penalty: 4287.599609
	Iteration 3F: 3 clusters Score -710101.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -710932.562500 Penalty: 4287.599609
	Iteration 4F: 3 clusters Score -710932.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -711634.562500 Penalty: 4287.599609
	Iteration 5F: 3 clusters Score -711634.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -712187.625000 Penalty: 4287.599609
	Iteration 6Q: 3 clusters Score -712187.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -712681.125000 Penalty: 4287.599609
	Iteration 7Q: 3 clusters Score -712681.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -712959.937500 Penalty: 4287.599609
	Iteration 8Q: 3 clusters Score -712959.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -713115.687500 Penalty: 4287.599609
	Iteration 9Q: 3 clusters Score -713115.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -713242.875000 Penalty: 4287.599609
	Iteration 10Q: 3 clusters Score -713242.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -713361.937500 Penalty: 4287.599609
	Iteration 11Q: 3 clusters Score -713361.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -713506.625000 Penalty: 4287.599609
	Iteration 12Q: 3 clusters Score -713506.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -713717.125000 Penalty: 4287.599609
	Iteration 13Q: 3 clusters Score -713717.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -713905.562500 Penalty: 4287.599609
	Iteration 14Q: 3 clusters Score -713905.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -713995.750000 Penalty: 4287.599609
	Iteration 15Q: 3 clusters Score -713995.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -714063.875000 Penalty: 4287.599609
	Iteration 16Q: 3 clusters Score -714063.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -714150.687500 Penalty: 4287.599609
	Iteration 17Q: 3 clusters Score -714150.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -714246.375000 Penalty: 4287.599609
	Iteration 18Q: 3 clusters Score -714246.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -714408.250000 Penalty: 4287.599609
	Iteration 19Q: 3 clusters Score -714408.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -714686.500000 Penalty: 4287.599609
	Iteration 20F: 3 clusters Score -714686.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -714896.375000 Penalty: 4287.599609
	Iteration 21Q: 3 clusters Score -714896.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -714952.187500 Penalty: 4287.599609
	Iteration 22Q: 3 clusters Score -714952.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -714964.812500 Penalty: 4287.599609
	Iteration 23Q: 3 clusters Score -714964.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -714966.812500 Penalty: 4287.599609
	Iteration 24Q: 3 clusters Score -714966.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -714969.937500 Penalty: 4287.599609
	Iteration 25Q: 3 clusters Score -714969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -714969.937500 Penalty: 4287.599609
	Iteration 26F: 3 clusters Score -714969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 167653 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 223680 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 190775 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 47687 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 89146 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 37867 members 
Mstep: Class 23 contains 25370 members 
Mstep: Class 24 contains 27574 members 
Mstep: Class 25 contains 1965 members 
Entering Unmasked Estep 
Score: -133194592.000000 Penalty: 85826.195312
Splitting cluster 19 changes total score from -133184488.000000 to -133194592.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 167653 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 223680 members 
Mstep: Class 8 contains 190775 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 47687 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 89146 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133204808.000000 Penalty: 85826.195312
Iteration 39Q: 26 clusters Score -1.332048e+08 nChanged 24197
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 170004 members 
Mstep: Class 4 contains 19534 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 225767 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 190101 members 
Mstep: Class 9 contains 1925 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 42637 members 
Mstep: Class 12 contains 3858 members 
Mstep: Class 13 contains 47717 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8655 members 
Mstep: Class 16 contains 88927 members 
Mstep: Class 17 contains 78465 members 
Mstep: Class 18 contains 38309 members 
Mstep: Class 19 contains 4117 members 
Mstep: Class 20 contains 5552 members 
Mstep: Class 21 contains 233 members 
Mstep: Class 22 contains 37325 members 
Mstep: Class 23 contains 23130 members 
Mstep: Class 24 contains 26017 members 
Mstep: Class 25 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133213832.000000 Penalty: 85826.195312
Iteration 40F: 26 clusters Score -1.332138e+08 nChanged 17715
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 170750 members 
Mstep: Class 4 contains 19621 members 
Mstep: Class 5 contains 381 members 
Mstep: Class 6 contains 224445 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 189697 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 42508 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 47356 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8609 members 
Mstep: Class 16 contains 88333 members 
Mstep: Class 17 contains 78571 members 
Mstep: Class 18 contains 38053 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 5784 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 38032 members 
Mstep: Class 23 contains 23279 members 
Mstep: Class 24 contains 26807 members 
Mstep: Class 25 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218432.000000 Penalty: 85826.195312
Iteration 41Q: 26 clusters Score -1.332184e+08 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 171364 members 
Mstep: Class 4 contains 19699 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 223964 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 189483 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 42544 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 47142 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8584 members 
Mstep: Class 16 contains 87688 members 
Mstep: Class 17 contains 78578 members 
Mstep: Class 18 contains 37801 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 234 members 
Mstep: Class 22 contains 38396 members 
Mstep: Class 23 contains 23376 members 
Mstep: Class 24 contains 27156 members 
Mstep: Class 25 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133221048.000000 Penalty: 85826.195312
Iteration 42Q: 26 clusters Score -1.33221e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 171891 members 
Mstep: Class 4 contains 19752 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 223784 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189345 members 
Mstep: Class 9 contains 2529 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 42622 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 47070 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8563 members 
Mstep: Class 16 contains 87031 members 
Mstep: Class 17 contains 78596 members 
Mstep: Class 18 contains 37523 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 20 contains 5965 members 
Mstep: Class 21 contains 236 members 
Mstep: Class 22 contains 38616 members 
Mstep: Class 23 contains 23420 members 
Mstep: Class 24 contains 27358 members 
Mstep: Class 25 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222336.000000 Penalty: 85826.195312
Iteration 43Q: 26 clusters Score -1.332223e+08 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8393 members 
Mstep: Class 3 contains 172308 members 
Mstep: Class 4 contains 19783 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 223776 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189205 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 42732 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 47074 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 86323 members 
Mstep: Class 17 contains 78673 members 
Mstep: Class 18 contains 37274 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 239 members 
Mstep: Class 22 contains 38784 members 
Mstep: Class 23 contains 23420 members 
Mstep: Class 24 contains 27514 members 
Mstep: Class 25 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223112.000000 Penalty: 85826.195312
Iteration 44Q: 26 clusters Score -1.332231e+08 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8376 members 
Mstep: Class 3 contains 172667 members 
Mstep: Class 4 contains 19799 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 223812 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189118 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 42888 members 
Mstep: Class 12 contains 2972 members 
Mstep: Class 13 contains 47069 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8546 members 
Mstep: Class 16 contains 85711 members 
Mstep: Class 17 contains 78692 members 
Mstep: Class 18 contains 37100 members 
Mstep: Class 19 contains 4608 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 245 members 
Mstep: Class 22 contains 38923 members 
Mstep: Class 23 contains 23361 members 
Mstep: Class 24 contains 27619 members 
Mstep: Class 25 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223376.000000 Penalty: 85826.195312
Iteration 45Q: 26 clusters Score -1.332234e+08 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 172955 members 
Mstep: Class 4 contains 19812 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 223857 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189051 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 43057 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 47116 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8540 members 
Mstep: Class 16 contains 85188 members 
Mstep: Class 17 contains 78644 members 
Mstep: Class 18 contains 36963 members 
Mstep: Class 19 contains 4644 members 
Mstep: Class 20 contains 6093 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 39063 members 
Mstep: Class 23 contains 23276 members 
Mstep: Class 24 contains 27678 members 
Mstep: Class 25 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223544.000000 Penalty: 85826.195312
Iteration 46Q: 26 clusters Score -1.332235e+08 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 173172 members 
Mstep: Class 4 contains 19819 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 223970 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188986 members 
Mstep: Class 9 contains 2791 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 11 contains 43237 members 
Mstep: Class 12 contains 2855 members 
Mstep: Class 13 contains 47210 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8552 members 
Mstep: Class 16 contains 84701 members 
Mstep: Class 17 contains 78567 members 
Mstep: Class 18 contains 36819 members 
Mstep: Class 19 contains 4699 members 
Mstep: Class 20 contains 6117 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 39123 members 
Mstep: Class 23 contains 23190 members 
Mstep: Class 24 contains 27723 members 
Mstep: Class 25 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223888.000000 Penalty: 85826.195312
Iteration 47Q: 26 clusters Score -1.332239e+08 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 173377 members 
Mstep: Class 4 contains 19825 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 224047 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188951 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 11 contains 43388 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 47304 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 84274 members 
Mstep: Class 17 contains 78458 members 
Mstep: Class 18 contains 36673 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 6145 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 39192 members 
Mstep: Class 23 contains 23123 members 
Mstep: Class 24 contains 27754 members 
Mstep: Class 25 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224376.000000 Penalty: 85826.195312
Iteration 48Q: 26 clusters Score -1.332244e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 173447 members 
Mstep: Class 4 contains 19831 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 224172 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188933 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 43505 members 
Mstep: Class 12 contains 2769 members 
Mstep: Class 13 contains 47382 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8594 members 
Mstep: Class 16 contains 83960 members 
Mstep: Class 17 contains 78379 members 
Mstep: Class 18 contains 36561 members 
Mstep: Class 19 contains 4806 members 
Mstep: Class 20 contains 6166 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 39228 members 
Mstep: Class 23 contains 23061 members 
Mstep: Class 24 contains 27776 members 
Mstep: Class 25 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224464.000000 Penalty: 85826.195312
Iteration 49Q: 26 clusters Score -1.332245e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 173502 members 
Mstep: Class 4 contains 19838 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 224233 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188940 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 2786 members 
Mstep: Class 11 contains 43640 members 
Mstep: Class 12 contains 2737 members 
Mstep: Class 13 contains 47488 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8593 members 
Mstep: Class 16 contains 83687 members 
Mstep: Class 17 contains 78321 members 
Mstep: Class 18 contains 36451 members 
Mstep: Class 19 contains 4857 members 
Mstep: Class 20 contains 6176 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 39263 members 
Mstep: Class 23 contains 23013 members 
Mstep: Class 24 contains 27760 members 
Mstep: Class 25 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224664.000000 Penalty: 85826.195312
Iteration 50Q: 26 clusters Score -1.332247e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 3 contains 173530 members 
Mstep: Class 4 contains 19840 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 224336 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188939 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 2832 members 
Mstep: Class 11 contains 43730 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 47618 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8602 members 
Mstep: Class 16 contains 83401 members 
Mstep: Class 17 contains 78313 members 
Mstep: Class 18 contains 36360 members 
Mstep: Class 19 contains 4892 members 
Mstep: Class 20 contains 6185 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 39307 members 
Mstep: Class 23 contains 22951 members 
Mstep: Class 24 contains 27732 members 
Mstep: Class 25 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224704.000000 Penalty: 85826.195312
Iteration 51Q: 26 clusters Score -1.332247e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 173506 members 
Mstep: Class 4 contains 19830 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 224482 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188954 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 43845 members 
Mstep: Class 12 contains 2680 members 
Mstep: Class 13 contains 47708 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 83127 members 
Mstep: Class 17 contains 78303 members 
Mstep: Class 18 contains 36309 members 
Mstep: Class 19 contains 4904 members 
Mstep: Class 20 contains 6180 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 39343 members 
Mstep: Class 23 contains 22881 members 
Mstep: Class 24 contains 27727 members 
Mstep: Class 25 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225024.000000 Penalty: 85826.195312
Iteration 52Q: 26 clusters Score -1.33225e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8294 members 
Mstep: Class 3 contains 173434 members 
Mstep: Class 4 contains 19829 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 224595 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188957 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 2924 members 
Mstep: Class 11 contains 43960 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 47785 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 82887 members 
Mstep: Class 17 contains 78335 members 
Mstep: Class 18 contains 36265 members 
Mstep: Class 19 contains 4928 members 
Mstep: Class 20 contains 6169 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 39369 members 
Mstep: Class 23 contains 22829 members 
Mstep: Class 24 contains 27729 members 
Mstep: Class 25 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225232.000000 Penalty: 85826.195312
Iteration 53Q: 26 clusters Score -1.332252e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8290 members 
Mstep: Class 3 contains 173370 members 
Mstep: Class 4 contains 19825 members 
Mstep: Class 5 contains 387 members 
Mstep: Class 6 contains 224662 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188964 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 44064 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 47833 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 82695 members 
Mstep: Class 17 contains 78422 members 
Mstep: Class 18 contains 36210 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 6175 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 39380 members 
Mstep: Class 23 contains 22780 members 
Mstep: Class 24 contains 27732 members 
Mstep: Class 25 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225320.000000 Penalty: 85826.195312
Iteration 54Q: 26 clusters Score -1.332253e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8286 members 
Mstep: Class 3 contains 173283 members 
Mstep: Class 4 contains 19814 members 
Mstep: Class 5 contains 388 members 
Mstep: Class 6 contains 224771 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188970 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 44147 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 47924 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 82471 members 
Mstep: Class 17 contains 78485 members 
Mstep: Class 18 contains 36165 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 6182 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 39390 members 
Mstep: Class 23 contains 22735 members 
Mstep: Class 24 contains 27730 members 
Mstep: Class 25 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225392.000000 Penalty: 85826.195312
Iteration 55Q: 26 clusters Score -1.332254e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8287 members 
Mstep: Class 3 contains 173125 members 
Mstep: Class 4 contains 19808 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 224928 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188963 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 44232 members 
Mstep: Class 12 contains 2601 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 16 contains 82245 members 
Mstep: Class 17 contains 78567 members 
Mstep: Class 18 contains 36130 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 22691 members 
Mstep: Class 24 contains 27723 members 
Mstep: Class 25 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225520.000000 Penalty: 85826.195312
Iteration 56Q: 26 clusters Score -1.332255e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8288 members 
Mstep: Class 3 contains 172957 members 
Mstep: Class 4 contains 19809 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 225089 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188972 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 44304 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 48095 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 82014 members 
Mstep: Class 17 contains 78637 members 
Mstep: Class 18 contains 36107 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 6198 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 39403 members 
Mstep: Class 23 contains 22654 members 
Mstep: Class 24 contains 27710 members 
Mstep: Class 25 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225464.000000 Penalty: 85826.195312
Iteration 57Q: 26 clusters Score -1.332255e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8283 members 
Mstep: Class 3 contains 172811 members 
Mstep: Class 4 contains 19808 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 225197 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188982 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 44376 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 48182 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 81800 members 
Mstep: Class 17 contains 78709 members 
Mstep: Class 18 contains 36083 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 6204 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 39434 members 
Mstep: Class 23 contains 22628 members 
Mstep: Class 24 contains 27701 members 
Mstep: Class 25 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225680.000000 Penalty: 85826.195312
Iteration 58Q: 26 clusters Score -1.332257e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8287 members 
Mstep: Class 3 contains 172661 members 
Mstep: Class 4 contains 19813 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 225299 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188989 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 44452 members 
Mstep: Class 12 contains 2589 members 
Mstep: Class 13 contains 48260 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8574 members 
Mstep: Class 16 contains 81606 members 
Mstep: Class 17 contains 78762 members 
Mstep: Class 18 contains 36089 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 39463 members 
Mstep: Class 23 contains 22596 members 
Mstep: Class 24 contains 27698 members 
Mstep: Class 25 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225640.000000 Penalty: 85826.195312
Iteration 59Q: 26 clusters Score -1.332256e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8286 members 
Mstep: Class 3 contains 172509 members 
Mstep: Class 4 contains 19811 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 225377 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189034 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 3128 members 
Mstep: Class 11 contains 44524 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 48340 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 81420 members 
Mstep: Class 17 contains 78847 members 
Mstep: Class 18 contains 36083 members 
Mstep: Class 19 contains 4951 members 
Mstep: Class 20 contains 6200 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 39486 members 
Mstep: Class 23 contains 22565 members 
Mstep: Class 24 contains 27686 members 
Mstep: Class 25 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225720.000000 Penalty: 85826.195312
Iteration 60F: 26 clusters Score -1.332257e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8285 members 
Mstep: Class 3 contains 172401 members 
Mstep: Class 4 contains 19810 members 
Mstep: Class 5 contains 393 members 
Mstep: Class 6 contains 225395 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189074 members 
Mstep: Class 9 contains 3083 members 
Mstep: Class 10 contains 3139 members 
Mstep: Class 11 contains 44580 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 16 contains 81253 members 
Mstep: Class 17 contains 78908 members 
Mstep: Class 18 contains 36066 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 6203 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 39508 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 27678 members 
Mstep: Class 25 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225848.000000 Penalty: 85826.195312
Iteration 61Q: 26 clusters Score -1.332258e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8284 members 
Mstep: Class 3 contains 172308 members 
Mstep: Class 4 contains 19808 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225418 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189097 members 
Mstep: Class 9 contains 3096 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 44639 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 48512 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8542 members 
Mstep: Class 16 contains 81082 members 
Mstep: Class 17 contains 78961 members 
Mstep: Class 18 contains 36063 members 
Mstep: Class 19 contains 5051 members 
Mstep: Class 20 contains 6207 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39529 members 
Mstep: Class 23 contains 22491 members 
Mstep: Class 24 contains 27664 members 
Mstep: Class 25 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226040.000000 Penalty: 85826.195312
Iteration 62Q: 26 clusters Score -1.33226e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8286 members 
Mstep: Class 3 contains 172162 members 
Mstep: Class 4 contains 19815 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225479 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189108 members 
Mstep: Class 9 contains 3117 members 
Mstep: Class 10 contains 3169 members 
Mstep: Class 11 contains 44672 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 48592 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8526 members 
Mstep: Class 16 contains 80940 members 
Mstep: Class 17 contains 79013 members 
Mstep: Class 18 contains 36069 members 
Mstep: Class 19 contains 5087 members 
Mstep: Class 20 contains 6213 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39548 members 
Mstep: Class 23 contains 22456 members 
Mstep: Class 24 contains 27652 members 
Mstep: Class 25 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226032.000000 Penalty: 85826.195312
Iteration 63Q: 26 clusters Score -1.33226e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8284 members 
Mstep: Class 3 contains 172034 members 
Mstep: Class 4 contains 19814 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225505 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189124 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 44725 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 48661 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8512 members 
Mstep: Class 16 contains 80802 members 
Mstep: Class 17 contains 79073 members 
Mstep: Class 18 contains 36077 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39569 members 
Mstep: Class 23 contains 22436 members 
Mstep: Class 24 contains 27640 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226432.000000 Penalty: 85826.195312
Iteration 64Q: 26 clusters Score -1.332264e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8283 members 
Mstep: Class 3 contains 171932 members 
Mstep: Class 4 contains 19817 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225510 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189128 members 
Mstep: Class 9 contains 3133 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 48737 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8500 members 
Mstep: Class 16 contains 80651 members 
Mstep: Class 17 contains 79133 members 
Mstep: Class 18 contains 36094 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 6224 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39596 members 
Mstep: Class 23 contains 22419 members 
Mstep: Class 24 contains 27635 members 
Mstep: Class 25 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226632.000000 Penalty: 85826.195312
Iteration 65Q: 26 clusters Score -1.332266e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8281 members 
Mstep: Class 3 contains 171851 members 
Mstep: Class 4 contains 19816 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225498 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189125 members 
Mstep: Class 9 contains 3143 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 44802 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 48809 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8490 members 
Mstep: Class 16 contains 80528 members 
Mstep: Class 17 contains 79148 members 
Mstep: Class 18 contains 36100 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 6235 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39625 members 
Mstep: Class 23 contains 22405 members 
Mstep: Class 24 contains 27640 members 
Mstep: Class 25 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226752.000000 Penalty: 85826.195312
Iteration 66Q: 26 clusters Score -1.332268e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8279 members 
Mstep: Class 3 contains 171790 members 
Mstep: Class 4 contains 19814 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225488 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189136 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 3206 members 
Mstep: Class 11 contains 44869 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 48883 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8467 members 
Mstep: Class 16 contains 80402 members 
Mstep: Class 17 contains 79186 members 
Mstep: Class 18 contains 36096 members 
Mstep: Class 19 contains 5239 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39632 members 
Mstep: Class 23 contains 22398 members 
Mstep: Class 24 contains 27634 members 
Mstep: Class 25 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226736.000000 Penalty: 85826.195312
Iteration 67Q: 26 clusters Score -1.332267e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 171714 members 
Mstep: Class 4 contains 19812 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225473 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189137 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 3214 members 
Mstep: Class 11 contains 44923 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 48933 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8443 members 
Mstep: Class 16 contains 80275 members 
Mstep: Class 17 contains 79243 members 
Mstep: Class 18 contains 36135 members 
Mstep: Class 19 contains 5259 members 
Mstep: Class 20 contains 6240 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39638 members 
Mstep: Class 23 contains 22394 members 
Mstep: Class 24 contains 27630 members 
Mstep: Class 25 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226760.000000 Penalty: 85826.195312
Iteration 68Q: 26 clusters Score -1.332268e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 171616 members 
Mstep: Class 4 contains 19815 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225480 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189145 members 
Mstep: Class 9 contains 3179 members 
Mstep: Class 10 contains 3222 members 
Mstep: Class 11 contains 44977 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 48975 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8435 members 
Mstep: Class 16 contains 80154 members 
Mstep: Class 17 contains 79314 members 
Mstep: Class 18 contains 36144 members 
Mstep: Class 19 contains 5279 members 
Mstep: Class 20 contains 6242 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39641 members 
Mstep: Class 23 contains 22391 members 
Mstep: Class 24 contains 27625 members 
Mstep: Class 25 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226936.000000 Penalty: 85826.195312
Iteration 69Q: 26 clusters Score -1.332269e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 171465 members 
Mstep: Class 4 contains 19825 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225483 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189156 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 11 contains 45033 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 48993 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 80068 members 
Mstep: Class 17 contains 79408 members 
Mstep: Class 18 contains 36185 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 6238 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 22385 members 
Mstep: Class 24 contains 27613 members 
Mstep: Class 25 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226768.000000 Penalty: 85826.195312
Iteration 70Q: 26 clusters Score -1.332268e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 171303 members 
Mstep: Class 4 contains 19831 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225478 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189172 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 11 contains 45075 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 49014 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 79993 members 
Mstep: Class 17 contains 79491 members 
Mstep: Class 18 contains 36239 members 
Mstep: Class 19 contains 5311 members 
Mstep: Class 20 contains 6238 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39667 members 
Mstep: Class 23 contains 22376 members 
Mstep: Class 24 contains 27608 members 
Mstep: Class 25 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226664.000000 Penalty: 85826.195312
Iteration 71Q: 26 clusters Score -1.332267e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 171125 members 
Mstep: Class 4 contains 19828 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225519 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189190 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 3241 members 
Mstep: Class 11 contains 45131 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 49035 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 79925 members 
Mstep: Class 17 contains 79559 members 
Mstep: Class 18 contains 36281 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 6235 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39675 members 
Mstep: Class 23 contains 22362 members 
Mstep: Class 24 contains 27608 members 
Mstep: Class 25 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226384.000000 Penalty: 85826.195312
Iteration 72Q: 26 clusters Score -1.332264e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 170953 members 
Mstep: Class 4 contains 19826 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225571 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189189 members 
Mstep: Class 9 contains 3214 members 
Mstep: Class 10 contains 3252 members 
Mstep: Class 11 contains 45188 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 49072 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 79841 members 
Mstep: Class 17 contains 79618 members 
Mstep: Class 18 contains 36338 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 6231 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39674 members 
Mstep: Class 23 contains 22353 members 
Mstep: Class 24 contains 27605 members 
Mstep: Class 25 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226656.000000 Penalty: 85826.195312
Iteration 73Q: 26 clusters Score -1.332267e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 170812 members 
Mstep: Class 4 contains 19816 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225592 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189205 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 45219 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 49129 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8392 members 
Mstep: Class 16 contains 79759 members 
Mstep: Class 17 contains 79682 members 
Mstep: Class 18 contains 36362 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 6235 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39677 members 
Mstep: Class 23 contains 22347 members 
Mstep: Class 24 contains 27606 members 
Mstep: Class 25 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226728.000000 Penalty: 85826.195312
Iteration 74Q: 26 clusters Score -1.332267e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 170700 members 
Mstep: Class 4 contains 19802 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225600 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189224 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 45259 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 49183 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8388 members 
Mstep: Class 16 contains 79667 members 
Mstep: Class 17 contains 79769 members 
Mstep: Class 18 contains 36381 members 
Mstep: Class 19 contains 5331 members 
Mstep: Class 20 contains 6228 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39680 members 
Mstep: Class 23 contains 22330 members 
Mstep: Class 24 contains 27606 members 
Mstep: Class 25 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226792.000000 Penalty: 85826.195312
Iteration 75Q: 26 clusters Score -1.332268e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 170560 members 
Mstep: Class 4 contains 19795 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225609 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189235 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 45301 members 
Mstep: Class 12 contains 2554 members 
Mstep: Class 13 contains 49228 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8382 members 
Mstep: Class 16 contains 79587 members 
Mstep: Class 17 contains 79870 members 
Mstep: Class 18 contains 36402 members 
Mstep: Class 19 contains 5334 members 
Mstep: Class 20 contains 6227 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39689 members 
Mstep: Class 23 contains 22319 members 
Mstep: Class 24 contains 27604 members 
Mstep: Class 25 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226720.000000 Penalty: 85826.195312
Iteration 76Q: 26 clusters Score -1.332267e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 170403 members 
Mstep: Class 4 contains 19795 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225643 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189259 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 45350 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 49260 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8369 members 
Mstep: Class 16 contains 79501 members 
Mstep: Class 17 contains 79978 members 
Mstep: Class 18 contains 36415 members 
Mstep: Class 19 contains 5334 members 
Mstep: Class 20 contains 6223 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39696 members 
Mstep: Class 23 contains 22302 members 
Mstep: Class 24 contains 27603 members 
Mstep: Class 25 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226880.000000 Penalty: 85826.195312
Iteration 77Q: 26 clusters Score -1.332269e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 170234 members 
Mstep: Class 4 contains 19794 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225706 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189275 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 3299 members 
Mstep: Class 11 contains 45390 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 49290 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8366 members 
Mstep: Class 16 contains 79435 members 
Mstep: Class 17 contains 80044 members 
Mstep: Class 18 contains 36431 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39696 members 
Mstep: Class 23 contains 22288 members 
Mstep: Class 24 contains 27605 members 
Mstep: Class 25 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226880.000000 Penalty: 85826.195312
Iteration 78Q: 26 clusters Score -1.332269e+08 nChanged 903
Entering ConstructFrom: 
Score: -133226880.000000 Penalty: 85826.195312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -91069.304688 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -91069.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89351.148438 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -89351.15 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89919.054688 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -89919.05 nChanged 90
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: -90247.093750 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -90247.09 nChanged 61
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: -90502.976562 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -90502.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90678.304688 Penalty: 3330.830322
	Iteration 4F: 3 clusters Score -90678.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90727.914062 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -90727.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90792.023438 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -90792.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90892.453125 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -90892.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91043.804688 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -91043.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91105.609375 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -91105.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91148.781250 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -91148.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91203.507812 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -91203.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91324.843750 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -91324.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91370.398438 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -91370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91389.328125 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -91389.33 nChanged 3
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: -91404.078125 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -91404.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91409.859375 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -91409.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91419.593750 Penalty: 3330.830322
	Iteration 17F: 3 clusters Score -91419.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91438.937500 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -91438.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91444.679688 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -91444.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91447.664062 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -91447.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 170078 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225738 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189278 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 45423 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 49342 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 36443 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39700 members 
Mstep: Class 23 contains 22275 members 
Mstep: Class 24 contains 27603 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 409 members 
Entering Unmasked Estep 
Score: -133225208.000000 Penalty: 89259.242188
Splitting cluster 1 changes total score from -133226880.000000 to -133225208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -1055608.500000 Penalty: 2237.146729
	Iteration 0F: 2 clusters Score -1055608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1049049.875000 Penalty: 4474.293457
	Iteration 0F: 3 clusters Score -1049050 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1050874.500000 Penalty: 4474.293457
	Iteration 1F: 3 clusters Score -1050874 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1051207.625000 Penalty: 4474.293457
	Iteration 2F: 3 clusters Score -1051208 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1051498.000000 Penalty: 4474.293457
	Iteration 3F: 3 clusters Score -1051498 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1051859.750000 Penalty: 4474.293457
	Iteration 4F: 3 clusters Score -1051860 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1052263.125000 Penalty: 4474.293457
	Iteration 5F: 3 clusters Score -1052263 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1052694.875000 Penalty: 4474.293457
	Iteration 6F: 3 clusters Score -1052695 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1053097.000000 Penalty: 4474.293457
	Iteration 7F: 3 clusters Score -1053097 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1053475.500000 Penalty: 4474.293457
	Iteration 8Q: 3 clusters Score -1053476 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1053726.625000 Penalty: 4474.293457
	Iteration 9Q: 3 clusters Score -1053727 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1053902.250000 Penalty: 4474.293457
	Iteration 10Q: 3 clusters Score -1053902 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1054052.500000 Penalty: 4474.293457
	Iteration 11Q: 3 clusters Score -1054052 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1054164.875000 Penalty: 4474.293457
	Iteration 12Q: 3 clusters Score -1054165 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1054260.250000 Penalty: 4474.293457
	Iteration 13Q: 3 clusters Score -1054260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1054322.250000 Penalty: 4474.293457
	Iteration 14Q: 3 clusters Score -1054322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1054353.875000 Penalty: 4474.293457
	Iteration 15Q: 3 clusters Score -1054354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1054376.500000 Penalty: 4474.293457
	Iteration 16Q: 3 clusters Score -1054376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1054386.250000 Penalty: 4474.293457
	Iteration 17Q: 3 clusters Score -1054386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1054393.000000 Penalty: 4474.293457
	Iteration 18Q: 3 clusters Score -1054393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1054392.000000 Penalty: 4474.293457
	Iteration 19Q: 3 clusters Score -1054392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1054392.875000 Penalty: 4474.293457
	Iteration 20F: 3 clusters Score -1054393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1054390.000000 Penalty: 4474.293457
	Iteration 21Q: 3 clusters Score -1054390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1054391.500000 Penalty: 4474.293457
	Iteration 22Q: 3 clusters Score -1054392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1054393.000000 Penalty: 4474.293457
	Iteration 23Q: 3 clusters Score -1054393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1054393.000000 Penalty: 4474.293457
	Iteration 24F: 3 clusters Score -1054393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170078 members 
Entering Unmasked Estep 
Score: -22595838.000000 Penalty: 2986.915039
	Iteration 0F: 2 clusters Score -2.259584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -22483104.000000 Penalty: 5973.830078
	Iteration 0F: 3 clusters Score -2.24831e+07 nChanged 81399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -22530628.000000 Penalty: 5973.830078
	Iteration 1F: 3 clusters Score -2.253063e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -22531512.000000 Penalty: 5973.830078
	Iteration 2Q: 3 clusters Score -2.253151e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -22532436.000000 Penalty: 5973.830078
	Iteration 3Q: 3 clusters Score -2.253244e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -22533662.000000 Penalty: 5973.830078
	Iteration 4Q: 3 clusters Score -2.253366e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 86536 members 
Entering Unmasked Estep 
Score: -22534990.000000 Penalty: 5973.830078
	Iteration 5Q: 3 clusters Score -2.253499e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -22537042.000000 Penalty: 5973.830078
	Iteration 6Q: 3 clusters Score -2.253704e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -22540078.000000 Penalty: 5973.830078
	Iteration 7Q: 3 clusters Score -2.254008e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -22544710.000000 Penalty: 5973.830078
	Iteration 8F: 3 clusters Score -2.254471e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
Score: -22552368.000000 Penalty: 5973.830078
	Iteration 9F: 3 clusters Score -2.255237e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -22562370.000000 Penalty: 5973.830078
	Iteration 10F: 3 clusters Score -2.256237e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -22570404.000000 Penalty: 5973.830078
	Iteration 11F: 3 clusters Score -2.25704e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -22574272.000000 Penalty: 5973.830078
	Iteration 12Q: 3 clusters Score -2.257427e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -22576022.000000 Penalty: 5973.830078
	Iteration 13Q: 3 clusters Score -2.257602e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -22577106.000000 Penalty: 5973.830078
	Iteration 14Q: 3 clusters Score -2.257711e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -22578216.000000 Penalty: 5973.830078
	Iteration 15Q: 3 clusters Score -2.257822e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 114540 members 
Entering Unmasked Estep 
Score: -22579318.000000 Penalty: 5973.830078
	Iteration 16Q: 3 clusters Score -2.257932e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 117220 members 
Entering Unmasked Estep 
Score: -22580420.000000 Penalty: 5973.830078
	Iteration 17Q: 3 clusters Score -2.258042e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 120027 members 
Entering Unmasked Estep 
Score: -22581788.000000 Penalty: 5973.830078
	Iteration 18Q: 3 clusters Score -2.258179e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -22582874.000000 Penalty: 5973.830078
	Iteration 19Q: 3 clusters Score -2.258287e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -22583984.000000 Penalty: 5973.830078
	Iteration 20F: 3 clusters Score -2.258398e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 128324 members 
Entering Unmasked Estep 
Score: -22585024.000000 Penalty: 5973.830078
	Iteration 21Q: 3 clusters Score -2.258502e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 131064 members 
Entering Unmasked Estep 
Score: -22586140.000000 Penalty: 5973.830078
	Iteration 22Q: 3 clusters Score -2.258614e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 133696 members 
Entering Unmasked Estep 
Score: -22587094.000000 Penalty: 5973.830078
	Iteration 23Q: 3 clusters Score -2.258709e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 136249 members 
Entering Unmasked Estep 
Score: -22587928.000000 Penalty: 5973.830078
	Iteration 24Q: 3 clusters Score -2.258793e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 138656 members 
Entering Unmasked Estep 
Score: -22588836.000000 Penalty: 5973.830078
	Iteration 25Q: 3 clusters Score -2.258884e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -22589734.000000 Penalty: 5973.830078
	Iteration 26Q: 3 clusters Score -2.258973e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 143142 members 
Entering Unmasked Estep 
Score: -22590422.000000 Penalty: 5973.830078
	Iteration 27Q: 3 clusters Score -2.259042e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 145176 members 
Entering Unmasked Estep 
Score: -22591114.000000 Penalty: 5973.830078
	Iteration 28Q: 3 clusters Score -2.259111e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -22591740.000000 Penalty: 5973.830078
	Iteration 29Q: 3 clusters Score -2.259174e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 148971 members 
Entering Unmasked Estep 
Score: -22592314.000000 Penalty: 5973.830078
	Iteration 30Q: 3 clusters Score -2.259231e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 150765 members 
Entering Unmasked Estep 
Score: -22592926.000000 Penalty: 5973.830078
	Iteration 31Q: 3 clusters Score -2.259293e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -22593424.000000 Penalty: 5973.830078
	Iteration 32Q: 3 clusters Score -2.259342e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 153867 members 
Entering Unmasked Estep 
Score: -22593846.000000 Penalty: 5973.830078
	Iteration 33Q: 3 clusters Score -2.259385e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -22594002.000000 Penalty: 5973.830078
	Iteration 34Q: 3 clusters Score -2.2594e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 156324 members 
Entering Unmasked Estep 
Score: -22594178.000000 Penalty: 5973.830078
	Iteration 35Q: 3 clusters Score -2.259418e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 157366 members 
Entering Unmasked Estep 
Score: -22594330.000000 Penalty: 5973.830078
	Iteration 36Q: 3 clusters Score -2.259433e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 158295 members 
Entering Unmasked Estep 
Score: -22594512.000000 Penalty: 5973.830078
	Iteration 37Q: 3 clusters Score -2.259451e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -22594672.000000 Penalty: 5973.830078
	Iteration 38Q: 3 clusters Score -2.259467e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -22594702.000000 Penalty: 5973.830078
	Iteration 39Q: 3 clusters Score -2.25947e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 160522 members 
Entering Unmasked Estep 
Score: -22594846.000000 Penalty: 5973.830078
	Iteration 40F: 3 clusters Score -2.259485e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -22595064.000000 Penalty: 5973.830078
	Iteration 41Q: 3 clusters Score -2.259506e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 161782 members 
Entering Unmasked Estep 
Score: -22595146.000000 Penalty: 5973.830078
	Iteration 42Q: 3 clusters Score -2.259515e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 162287 members 
Entering Unmasked Estep 
Score: -22595274.000000 Penalty: 5973.830078
	Iteration 43Q: 3 clusters Score -2.259527e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -22595344.000000 Penalty: 5973.830078
	Iteration 44Q: 3 clusters Score -2.259534e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 163066 members 
Entering Unmasked Estep 
Score: -22595428.000000 Penalty: 5973.830078
	Iteration 45Q: 3 clusters Score -2.259543e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 163353 members 
Entering Unmasked Estep 
Score: -22595450.000000 Penalty: 5973.830078
	Iteration 46Q: 3 clusters Score -2.259545e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 163612 members 
Entering Unmasked Estep 
Score: -22595448.000000 Penalty: 5973.830078
	Iteration 47Q: 3 clusters Score -2.259545e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 163825 members 
Entering Unmasked Estep 
Score: -22595458.000000 Penalty: 5973.830078
	Iteration 48Q: 3 clusters Score -2.259546e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -22595476.000000 Penalty: 5973.830078
	Iteration 49Q: 3 clusters Score -2.259548e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -22595480.000000 Penalty: 5973.830078
	Iteration 50Q: 3 clusters Score -2.259548e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 164329 members 
Entering Unmasked Estep 
Score: -22595472.000000 Penalty: 5973.830078
	Iteration 51Q: 3 clusters Score -2.259547e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 164449 members 
Entering Unmasked Estep 
Score: -22595492.000000 Penalty: 5973.830078
	Iteration 52Q: 3 clusters Score -2.259549e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -22595504.000000 Penalty: 5973.830078
	Iteration 53Q: 3 clusters Score -2.25955e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 164647 members 
Entering Unmasked Estep 
Score: -22595478.000000 Penalty: 5973.830078
	Iteration 54Q: 3 clusters Score -2.259548e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 164739 members 
Entering Unmasked Estep 
Score: -22595482.000000 Penalty: 5973.830078
	Iteration 55Q: 3 clusters Score -2.259548e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 164828 members 
Entering Unmasked Estep 
Score: -22595508.000000 Penalty: 5973.830078
	Iteration 56Q: 3 clusters Score -2.259551e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 164918 members 
Entering Unmasked Estep 
Score: -22595508.000000 Penalty: 5973.830078
	Iteration 57Q: 3 clusters Score -2.259551e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -22595528.000000 Penalty: 5973.830078
	Iteration 58Q: 3 clusters Score -2.259553e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 165090 members 
Entering Unmasked Estep 
Score: -22595446.000000 Penalty: 5973.830078
	Iteration 59Q: 3 clusters Score -2.259545e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 165143 members 
Entering Unmasked Estep 
Score: -22595464.000000 Penalty: 5973.830078
	Iteration 60F: 3 clusters Score -2.259546e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 165181 members 
Entering Unmasked Estep 
Score: -22595466.000000 Penalty: 5973.830078
	Iteration 61Q: 3 clusters Score -2.259547e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 165219 members 
Entering Unmasked Estep 
Score: -22595488.000000 Penalty: 5973.830078
	Iteration 62Q: 3 clusters Score -2.259549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 165245 members 
Entering Unmasked Estep 
Score: -22595464.000000 Penalty: 5973.830078
	Iteration 63Q: 3 clusters Score -2.259546e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 165269 members 
Entering Unmasked Estep 
Score: -22595464.000000 Penalty: 5973.830078
	Iteration 64Q: 3 clusters Score -2.259546e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -22595448.000000 Penalty: 5973.830078
	Iteration 65Q: 3 clusters Score -2.259545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 165343 members 
Entering Unmasked Estep 
Score: -22595426.000000 Penalty: 5973.830078
	Iteration 66Q: 3 clusters Score -2.259543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 165386 members 
Entering Unmasked Estep 
Score: -22595454.000000 Penalty: 5973.830078
	Iteration 67Q: 3 clusters Score -2.259545e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 165423 members 
Entering Unmasked Estep 
Score: -22595474.000000 Penalty: 5973.830078
	Iteration 68Q: 3 clusters Score -2.259547e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 165464 members 
Entering Unmasked Estep 
Score: -22595470.000000 Penalty: 5973.830078
	Iteration 69Q: 3 clusters Score -2.259547e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -22595506.000000 Penalty: 5973.830078
	Iteration 70Q: 3 clusters Score -2.259551e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -22595518.000000 Penalty: 5973.830078
	Iteration 71Q: 3 clusters Score -2.259552e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 165582 members 
Entering Unmasked Estep 
Score: -22595500.000000 Penalty: 5973.830078
	Iteration 72Q: 3 clusters Score -2.25955e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -22595480.000000 Penalty: 5973.830078
	Iteration 73Q: 3 clusters Score -2.259548e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 165642 members 
Entering Unmasked Estep 
Score: -22595528.000000 Penalty: 5973.830078
	Iteration 74Q: 3 clusters Score -2.259553e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 165675 members 
Entering Unmasked Estep 
Score: -22595540.000000 Penalty: 5973.830078
	Iteration 75Q: 3 clusters Score -2.259554e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 165716 members 
Entering Unmasked Estep 
Score: -22595564.000000 Penalty: 5973.830078
	Iteration 76Q: 3 clusters Score -2.259556e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 165747 members 
Entering Unmasked Estep 
Score: -22595586.000000 Penalty: 5973.830078
	Iteration 77Q: 3 clusters Score -2.259559e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 165782 members 
Entering Unmasked Estep 
Score: -22595568.000000 Penalty: 5973.830078
	Iteration 78Q: 3 clusters Score -2.259557e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 165814 members 
Entering Unmasked Estep 
Score: -22595588.000000 Penalty: 5973.830078
	Iteration 79Q: 3 clusters Score -2.259559e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -22595598.000000 Penalty: 5973.830078
	Iteration 80F: 3 clusters Score -2.25956e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -22595598.000000 Penalty: 5973.830078
	Iteration 81Q: 3 clusters Score -2.25956e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 165921 members 
Entering Unmasked Estep 
Score: -22595598.000000 Penalty: 5973.830078
	Iteration 82Q: 3 clusters Score -2.25956e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 165959 members 
Entering Unmasked Estep 
Score: -22595640.000000 Penalty: 5973.830078
	Iteration 83Q: 3 clusters Score -2.259564e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 165987 members 
Entering Unmasked Estep 
Score: -22595704.000000 Penalty: 5973.830078
	Iteration 84Q: 3 clusters Score -2.25957e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -22595746.000000 Penalty: 5973.830078
	Iteration 85Q: 3 clusters Score -2.259575e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 166005 members 
Entering Unmasked Estep 
Score: -22595804.000000 Penalty: 5973.830078
	Iteration 86Q: 3 clusters Score -2.25958e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 165999 members 
Entering Unmasked Estep 
Score: -22595814.000000 Penalty: 5973.830078
	Iteration 87Q: 3 clusters Score -2.259581e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 165985 members 
Entering Unmasked Estep 
Score: -22595818.000000 Penalty: 5973.830078
	Iteration 88Q: 3 clusters Score -2.259582e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 165966 members 
Entering Unmasked Estep 
Score: -22595868.000000 Penalty: 5973.830078
	Iteration 89Q: 3 clusters Score -2.259587e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 165950 members 
Entering Unmasked Estep 
Score: -22595876.000000 Penalty: 5973.830078
	Iteration 90Q: 3 clusters Score -2.259588e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 165933 members 
Entering Unmasked Estep 
Score: -22595878.000000 Penalty: 5973.830078
	Iteration 91Q: 3 clusters Score -2.259588e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -22595880.000000 Penalty: 5973.830078
	Iteration 92Q: 3 clusters Score -2.259588e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 165890 members 
Entering Unmasked Estep 
Score: -22595874.000000 Penalty: 5973.830078
	Iteration 93Q: 3 clusters Score -2.259587e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 165856 members 
Entering Unmasked Estep 
Score: -22595888.000000 Penalty: 5973.830078
	Iteration 94Q: 3 clusters Score -2.259589e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 165836 members 
Entering Unmasked Estep 
Score: -22595898.000000 Penalty: 5973.830078
	Iteration 95Q: 3 clusters Score -2.25959e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -22595888.000000 Penalty: 5973.830078
	Iteration 96Q: 3 clusters Score -2.259589e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 165788 members 
Entering Unmasked Estep 
Score: -22595910.000000 Penalty: 5973.830078
	Iteration 97Q: 3 clusters Score -2.259591e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 165757 members 
Entering Unmasked Estep 
Score: -22595920.000000 Penalty: 5973.830078
	Iteration 98Q: 3 clusters Score -2.259592e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 165729 members 
Entering Unmasked Estep 
Score: -22595926.000000 Penalty: 5973.830078
	Iteration 99Q: 3 clusters Score -2.259593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 165693 members 
Entering Unmasked Estep 
Score: -22595918.000000 Penalty: 5973.830078
	Iteration 100F: 3 clusters Score -2.259592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 165663 members 
Entering Unmasked Estep 
Score: -22595930.000000 Penalty: 5973.830078
	Iteration 101Q: 3 clusters Score -2.259593e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 165633 members 
Entering Unmasked Estep 
Score: -22595952.000000 Penalty: 5973.830078
	Iteration 102Q: 3 clusters Score -2.259595e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 165605 members 
Entering Unmasked Estep 
Score: -22595942.000000 Penalty: 5973.830078
	Iteration 103Q: 3 clusters Score -2.259594e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 165589 members 
Entering Unmasked Estep 
Score: -22595934.000000 Penalty: 5973.830078
	Iteration 104Q: 3 clusters Score -2.259593e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -22595912.000000 Penalty: 5973.830078
	Iteration 105Q: 3 clusters Score -2.259591e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 165569 members 
Entering Unmasked Estep 
Score: -22595932.000000 Penalty: 5973.830078
	Iteration 106Q: 3 clusters Score -2.259593e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 165556 members 
Entering Unmasked Estep 
Score: -22595926.000000 Penalty: 5973.830078
	Iteration 107Q: 3 clusters Score -2.259593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 165541 members 
Entering Unmasked Estep 
Score: -22595912.000000 Penalty: 5973.830078
	Iteration 108Q: 3 clusters Score -2.259591e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -22595930.000000 Penalty: 5973.830078
	Iteration 109Q: 3 clusters Score -2.259593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -22595926.000000 Penalty: 5973.830078
	Iteration 110Q: 3 clusters Score -2.259593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 165517 members 
Entering Unmasked Estep 
Score: -22595922.000000 Penalty: 5973.830078
	Iteration 111Q: 3 clusters Score -2.259592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 165514 members 
Entering Unmasked Estep 
Score: -22595922.000000 Penalty: 5973.830078
	Iteration 112Q: 3 clusters Score -2.259592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 165506 members 
Entering Unmasked Estep 
Score: -22595916.000000 Penalty: 5973.830078
	Iteration 113Q: 3 clusters Score -2.259592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -22595922.000000 Penalty: 5973.830078
	Iteration 114Q: 3 clusters Score -2.259592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -22595930.000000 Penalty: 5973.830078
	Iteration 115Q: 3 clusters Score -2.259593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 165482 members 
Entering Unmasked Estep 
Score: -22595934.000000 Penalty: 5973.830078
	Iteration 116Q: 3 clusters Score -2.259593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 165465 members 
Entering Unmasked Estep 
Score: -22595932.000000 Penalty: 5973.830078
	Iteration 117Q: 3 clusters Score -2.259593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 165450 members 
Entering Unmasked Estep 
Score: -22595930.000000 Penalty: 5973.830078
	Iteration 118Q: 3 clusters Score -2.259593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -22595920.000000 Penalty: 5973.830078
	Iteration 119Q: 3 clusters Score -2.259592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -22595916.000000 Penalty: 5973.830078
	Iteration 120F: 3 clusters Score -2.259592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 165430 members 
Entering Unmasked Estep 
Score: -22595934.000000 Penalty: 5973.830078
	Iteration 121Q: 3 clusters Score -2.259593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 165428 members 
Entering Unmasked Estep 
Score: -22595928.000000 Penalty: 5973.830078
	Iteration 122Q: 3 clusters Score -2.259593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 165425 members 
Entering Unmasked Estep 
Score: -22595922.000000 Penalty: 5973.830078
	Iteration 123Q: 3 clusters Score -2.259592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 165422 members 
Entering Unmasked Estep 
Score: -22595932.000000 Penalty: 5973.830078
	Iteration 124Q: 3 clusters Score -2.259593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 165421 members 
Entering Unmasked Estep 
Score: -22595942.000000 Penalty: 5973.830078
	Iteration 125Q: 3 clusters Score -2.259594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 165421 members 
Entering Unmasked Estep 
Score: -22595924.000000 Penalty: 5973.830078
	Iteration 126Q: 3 clusters Score -2.259592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 165420 members 
Entering Unmasked Estep 
Score: -22595936.000000 Penalty: 5973.830078
	Iteration 127Q: 3 clusters Score -2.259594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 165419 members 
Entering Unmasked Estep 
Score: -22595930.000000 Penalty: 5973.830078
	Iteration 128Q: 3 clusters Score -2.259593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -22595914.000000 Penalty: 5973.830078
	Iteration 129Q: 3 clusters Score -2.259591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 165415 members 
Entering Unmasked Estep 
Score: -22595912.000000 Penalty: 5973.830078
	Iteration 130Q: 3 clusters Score -2.259591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -22595906.000000 Penalty: 5973.830078
	Iteration 131Q: 3 clusters Score -2.259591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 165421 members 
Entering Unmasked Estep 
Score: -22595908.000000 Penalty: 5973.830078
	Iteration 132Q: 3 clusters Score -2.259591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 165421 members 
Entering Unmasked Estep 
Score: -22595908.000000 Penalty: 5973.830078
	Iteration 133F: 3 clusters Score -2.259591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 4657 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225738 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189278 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 45423 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 49342 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 36443 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39700 members 
Mstep: Class 23 contains 22275 members 
Mstep: Class 24 contains 27603 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 165421 members 
Entering Unmasked Estep 
Score: -133226624.000000 Penalty: 89259.242188
Splitting cluster 3 changes total score from -133226880.000000 to -133226624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (19797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Entering Unmasked Estep 
Score: -2669064.250000 Penalty: 2453.534912
	Iteration 0F: 2 clusters Score -2669064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2655121.250000 Penalty: 4907.069824
	Iteration 0F: 3 clusters Score -2655121 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2659909.500000 Penalty: 4907.069824
	Iteration 1F: 3 clusters Score -2659910 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2660370.250000 Penalty: 4907.069824
	Iteration 2F: 3 clusters Score -2660370 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2660777.250000 Penalty: 4907.069824
	Iteration 3Q: 3 clusters Score -2660777 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2661105.500000 Penalty: 4907.069824
	Iteration 4Q: 3 clusters Score -2661106 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2661391.000000 Penalty: 4907.069824
	Iteration 5Q: 3 clusters Score -2661391 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2661662.000000 Penalty: 4907.069824
	Iteration 6Q: 3 clusters Score -2661662 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2661924.750000 Penalty: 4907.069824
	Iteration 7Q: 3 clusters Score -2661925 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2662226.500000 Penalty: 4907.069824
	Iteration 8Q: 3 clusters Score -2662226 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2662540.250000 Penalty: 4907.069824
	Iteration 9Q: 3 clusters Score -2662540 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2662924.750000 Penalty: 4907.069824
	Iteration 10Q: 3 clusters Score -2662925 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2663414.750000 Penalty: 4907.069824
	Iteration 11Q: 3 clusters Score -2663415 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2663974.500000 Penalty: 4907.069824
	Iteration 12Q: 3 clusters Score -2663974 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2664612.250000 Penalty: 4907.069824
	Iteration 13Q: 3 clusters Score -2664612 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2665171.750000 Penalty: 4907.069824
	Iteration 14Q: 3 clusters Score -2665172 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2665634.500000 Penalty: 4907.069824
	Iteration 15Q: 3 clusters Score -2665634 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2665936.500000 Penalty: 4907.069824
	Iteration 16Q: 3 clusters Score -2665936 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2666192.750000 Penalty: 4907.069824
	Iteration 17Q: 3 clusters Score -2666193 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2666407.750000 Penalty: 4907.069824
	Iteration 18Q: 3 clusters Score -2666408 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2666576.750000 Penalty: 4907.069824
	Iteration 19Q: 3 clusters Score -2666577 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2666697.750000 Penalty: 4907.069824
	Iteration 20F: 3 clusters Score -2666698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2666816.000000 Penalty: 4907.069824
	Iteration 21Q: 3 clusters Score -2666816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2666908.750000 Penalty: 4907.069824
	Iteration 22Q: 3 clusters Score -2666909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2667009.000000 Penalty: 4907.069824
	Iteration 23Q: 3 clusters Score -2667009 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2667096.000000 Penalty: 4907.069824
	Iteration 24Q: 3 clusters Score -2667096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2667170.000000 Penalty: 4907.069824
	Iteration 25Q: 3 clusters Score -2667170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2667207.250000 Penalty: 4907.069824
	Iteration 26Q: 3 clusters Score -2667207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2667220.250000 Penalty: 4907.069824
	Iteration 27Q: 3 clusters Score -2667220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2667235.750000 Penalty: 4907.069824
	Iteration 28Q: 3 clusters Score -2667236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2667247.000000 Penalty: 4907.069824
	Iteration 29Q: 3 clusters Score -2667247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2667252.500000 Penalty: 4907.069824
	Iteration 30Q: 3 clusters Score -2667252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2667264.250000 Penalty: 4907.069824
	Iteration 31Q: 3 clusters Score -2667264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2667263.500000 Penalty: 4907.069824
	Iteration 32Q: 3 clusters Score -2667264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2667266.250000 Penalty: 4907.069824
	Iteration 33Q: 3 clusters Score -2667266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2667269.000000 Penalty: 4907.069824
	Iteration 34Q: 3 clusters Score -2667269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2667272.500000 Penalty: 4907.069824
	Iteration 35Q: 3 clusters Score -2667272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2667274.250000 Penalty: 4907.069824
	Iteration 36Q: 3 clusters Score -2667274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2667279.250000 Penalty: 4907.069824
	Iteration 37Q: 3 clusters Score -2667279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2667281.750000 Penalty: 4907.069824
	Iteration 38Q: 3 clusters Score -2667282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2667296.000000 Penalty: 4907.069824
	Iteration 39F: 3 clusters Score -2667296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2667343.750000 Penalty: 4907.069824
	Iteration 40F: 3 clusters Score -2667344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2667367.250000 Penalty: 4907.069824
	Iteration 41Q: 3 clusters Score -2667367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2667405.750000 Penalty: 4907.069824
	Iteration 42Q: 3 clusters Score -2667406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2667463.250000 Penalty: 4907.069824
	Iteration 43Q: 3 clusters Score -2667463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2667509.000000 Penalty: 4907.069824
	Iteration 44Q: 3 clusters Score -2667509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2667548.250000 Penalty: 4907.069824
	Iteration 45Q: 3 clusters Score -2667548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2667579.500000 Penalty: 4907.069824
	Iteration 46Q: 3 clusters Score -2667580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2667595.500000 Penalty: 4907.069824
	Iteration 47Q: 3 clusters Score -2667596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2667602.250000 Penalty: 4907.069824
	Iteration 48Q: 3 clusters Score -2667602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2667613.250000 Penalty: 4907.069824
	Iteration 49Q: 3 clusters Score -2667613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2667616.500000 Penalty: 4907.069824
	Iteration 50Q: 3 clusters Score -2667616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2667621.250000 Penalty: 4907.069824
	Iteration 51Q: 3 clusters Score -2667621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2667623.250000 Penalty: 4907.069824
	Iteration 52Q: 3 clusters Score -2667623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2667626.000000 Penalty: 4907.069824
	Iteration 53Q: 3 clusters Score -2667626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2667629.000000 Penalty: 4907.069824
	Iteration 54Q: 3 clusters Score -2667629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2667633.250000 Penalty: 4907.069824
	Iteration 55Q: 3 clusters Score -2667633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2667682.750000 Penalty: 4907.069824
	Iteration 56F: 3 clusters Score -2667683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2667759.000000 Penalty: 4907.069824
	Iteration 57Q: 3 clusters Score -2667759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2667841.500000 Penalty: 4907.069824
	Iteration 58Q: 3 clusters Score -2667842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2667899.000000 Penalty: 4907.069824
	Iteration 59Q: 3 clusters Score -2667899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2667968.500000 Penalty: 4907.069824
	Iteration 60F: 3 clusters Score -2667968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2668032.250000 Penalty: 4907.069824
	Iteration 61Q: 3 clusters Score -2668032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2668066.000000 Penalty: 4907.069824
	Iteration 62Q: 3 clusters Score -2668066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2668078.250000 Penalty: 4907.069824
	Iteration 63Q: 3 clusters Score -2668078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2668084.250000 Penalty: 4907.069824
	Iteration 64Q: 3 clusters Score -2668084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2668084.250000 Penalty: 4907.069824
	Iteration 65F: 3 clusters Score -2668084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -39037.839844 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -39037.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37757.828125 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -37757.83 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38308.570312 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -38308.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38756.988281 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -38756.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38999.347656 Penalty: 2964.270020
	Iteration 3F: 3 clusters Score -38999.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39126.277344 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -39126.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39170.335938 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -39170.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39241.078125 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -39241.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39251.300781 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -39251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39257.054688 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -39257.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39285.316406 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -39285.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39347.093750 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -39347.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39386.761719 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -39386.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39447.558594 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -39447.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39583.527344 Penalty: 2964.270020
	Iteration 13Q: 3 clusters Score -39583.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39583.527344 Penalty: 2964.270020
	Iteration 14F: 3 clusters Score -39583.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 170078 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 225738 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189278 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 45423 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 49342 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 36443 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39700 members 
Mstep: Class 23 contains 22275 members 
Mstep: Class 24 contains 27603 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 198 members 
Entering Unmasked Estep 
Score: -133225280.000000 Penalty: 89259.242188
Splitting cluster 5 changes total score from -133226880.000000 to -133225280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (225738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225738 members 
Entering Unmasked Estep 
Score: -29914318.000000 Penalty: 3057.128418
	Iteration 0F: 2 clusters Score -2.991432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113066 members 
Mstep: Class 2 contains 112672 members 
Entering Unmasked Estep 
Score: -29776158.000000 Penalty: 6114.256836
	Iteration 0F: 3 clusters Score -2.977616e+07 nChanged 108955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 109865 members 
Entering Unmasked Estep 
Score: -29839732.000000 Penalty: 6114.256836
	Iteration 1F: 3 clusters Score -2.983973e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118229 members 
Mstep: Class 2 contains 107509 members 
Entering Unmasked Estep 
Score: -29840838.000000 Penalty: 6114.256836
	Iteration 2Q: 3 clusters Score -2.984084e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121953 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -29842776.000000 Penalty: 6114.256836
	Iteration 3Q: 3 clusters Score -2.984278e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127885 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -29845652.000000 Penalty: 6114.256836
	Iteration 4Q: 3 clusters Score -2.984565e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136648 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -29850610.000000 Penalty: 6114.256836
	Iteration 5Q: 3 clusters Score -2.985061e+07 nChanged 14256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -29859320.000000 Penalty: 6114.256836
	Iteration 6F: 3 clusters Score -2.985932e+07 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -29872120.000000 Penalty: 6114.256836
	Iteration 7F: 3 clusters Score -2.987212e+07 nChanged 17256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180108 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -29886626.000000 Penalty: 6114.256836
	Iteration 8F: 3 clusters Score -2.988663e+07 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193627 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -29898842.000000 Penalty: 6114.256836
	Iteration 9F: 3 clusters Score -2.989884e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202604 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -29906466.000000 Penalty: 6114.256836
	Iteration 10Q: 3 clusters Score -2.990647e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208003 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -29910358.000000 Penalty: 6114.256836
	Iteration 11Q: 3 clusters Score -2.991036e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211523 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -29911854.000000 Penalty: 6114.256836
	Iteration 12Q: 3 clusters Score -2.991185e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214191 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -29912598.000000 Penalty: 6114.256836
	Iteration 13Q: 3 clusters Score -2.99126e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216257 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -29912996.000000 Penalty: 6114.256836
	Iteration 14Q: 3 clusters Score -2.9913e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217893 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -29913056.000000 Penalty: 6114.256836
	Iteration 15Q: 3 clusters Score -2.991306e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219203 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -29912940.000000 Penalty: 6114.256836
	Iteration 16Q: 3 clusters Score -2.991294e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220260 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -29912920.000000 Penalty: 6114.256836
	Iteration 17Q: 3 clusters Score -2.991292e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221121 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -29912808.000000 Penalty: 6114.256836
	Iteration 18Q: 3 clusters Score -2.991281e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221807 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -29912644.000000 Penalty: 6114.256836
	Iteration 19Q: 3 clusters Score -2.991264e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222333 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -29912654.000000 Penalty: 6114.256836
	Iteration 20F: 3 clusters Score -2.991265e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222787 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -29912594.000000 Penalty: 6114.256836
	Iteration 21Q: 3 clusters Score -2.991259e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223160 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -29912592.000000 Penalty: 6114.256836
	Iteration 22Q: 3 clusters Score -2.991259e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223459 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -29912586.000000 Penalty: 6114.256836
	Iteration 23Q: 3 clusters Score -2.991259e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223693 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -29912510.000000 Penalty: 6114.256836
	Iteration 24Q: 3 clusters Score -2.991251e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223872 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -29912402.000000 Penalty: 6114.256836
	Iteration 25Q: 3 clusters Score -2.99124e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224023 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -29912428.000000 Penalty: 6114.256836
	Iteration 26Q: 3 clusters Score -2.991243e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224160 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -29912408.000000 Penalty: 6114.256836
	Iteration 27Q: 3 clusters Score -2.991241e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224293 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -29912368.000000 Penalty: 6114.256836
	Iteration 28Q: 3 clusters Score -2.991237e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224407 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -29912350.000000 Penalty: 6114.256836
	Iteration 29Q: 3 clusters Score -2.991235e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224491 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -29912320.000000 Penalty: 6114.256836
	Iteration 30Q: 3 clusters Score -2.991232e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224558 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -29912324.000000 Penalty: 6114.256836
	Iteration 31Q: 3 clusters Score -2.991232e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224607 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -29912304.000000 Penalty: 6114.256836
	Iteration 32Q: 3 clusters Score -2.99123e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224651 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -29912292.000000 Penalty: 6114.256836
	Iteration 33Q: 3 clusters Score -2.991229e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224686 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -29912250.000000 Penalty: 6114.256836
	Iteration 34Q: 3 clusters Score -2.991225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224709 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -29912276.000000 Penalty: 6114.256836
	Iteration 35Q: 3 clusters Score -2.991228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224721 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -29912248.000000 Penalty: 6114.256836
	Iteration 36Q: 3 clusters Score -2.991225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224734 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -29912256.000000 Penalty: 6114.256836
	Iteration 37Q: 3 clusters Score -2.991226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224747 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -29912230.000000 Penalty: 6114.256836
	Iteration 38Q: 3 clusters Score -2.991223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224755 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -29912236.000000 Penalty: 6114.256836
	Iteration 39Q: 3 clusters Score -2.991224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224763 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -29912240.000000 Penalty: 6114.256836
	Iteration 40F: 3 clusters Score -2.991224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224772 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -29912228.000000 Penalty: 6114.256836
	Iteration 41Q: 3 clusters Score -2.991223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224779 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -29912220.000000 Penalty: 6114.256836
	Iteration 42Q: 3 clusters Score -2.991222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224782 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -29912222.000000 Penalty: 6114.256836
	Iteration 43Q: 3 clusters Score -2.991222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224785 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -29912232.000000 Penalty: 6114.256836
	Iteration 44Q: 3 clusters Score -2.991223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224789 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -29912210.000000 Penalty: 6114.256836
	Iteration 45Q: 3 clusters Score -2.991221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224794 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -29912212.000000 Penalty: 6114.256836
	Iteration 46Q: 3 clusters Score -2.991221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224794 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -29912212.000000 Penalty: 6114.256836
	Iteration 47F: 3 clusters Score -2.991221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57972.359375 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57972.36 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58318.957031 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58318.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58452.218750 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58452.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58566.183594 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -58566.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58672.375000 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -58672.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58729.785156 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -58729.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58759.621094 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -58759.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58791.621094 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -58791.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58810.585938 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -58810.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58821.113281 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -58821.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58827.417969 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -58827.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58829.000000 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -58829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58831.507812 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -58831.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58831.507812 Penalty: 3150.039307
	Iteration 13F: 3 clusters Score -58831.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189278 members 
Entering Unmasked Estep 
Score: -25022868.000000 Penalty: 3013.441162
	Iteration 0F: 2 clusters Score -2.502287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -24913464.000000 Penalty: 6026.882324
	Iteration 0F: 3 clusters Score -2.491346e+07 nChanged 90870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -24966248.000000 Penalty: 6026.882324
	Iteration 1F: 3 clusters Score -2.496625e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -24967412.000000 Penalty: 6026.882324
	Iteration 2Q: 3 clusters Score -2.496741e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 90305 members 
Entering Unmasked Estep 
Score: -24968770.000000 Penalty: 6026.882324
	Iteration 3Q: 3 clusters Score -2.496877e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -24970472.000000 Penalty: 6026.882324
	Iteration 4Q: 3 clusters Score -2.497047e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -24973250.000000 Penalty: 6026.882324
	Iteration 5Q: 3 clusters Score -2.497325e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108707 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -24977158.000000 Penalty: 6026.882324
	Iteration 6Q: 3 clusters Score -2.497716e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113981 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -24982602.000000 Penalty: 6026.882324
	Iteration 7F: 3 clusters Score -2.49826e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120125 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -24989864.000000 Penalty: 6026.882324
	Iteration 8F: 3 clusters Score -2.498986e+07 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126011 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -24997340.000000 Penalty: 6026.882324
	Iteration 9F: 3 clusters Score -2.499734e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130715 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -25003130.000000 Penalty: 6026.882324
	Iteration 10F: 3 clusters Score -2.500313e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134000 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -25006762.000000 Penalty: 6026.882324
	Iteration 11Q: 3 clusters Score -2.500676e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136152 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -25008418.000000 Penalty: 6026.882324
	Iteration 12Q: 3 clusters Score -2.500842e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137773 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -25009168.000000 Penalty: 6026.882324
	Iteration 13Q: 3 clusters Score -2.500917e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138986 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -25009920.000000 Penalty: 6026.882324
	Iteration 14Q: 3 clusters Score -2.500992e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140024 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -25010274.000000 Penalty: 6026.882324
	Iteration 15Q: 3 clusters Score -2.501027e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -25010460.000000 Penalty: 6026.882324
	Iteration 16Q: 3 clusters Score -2.501046e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141712 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -25010696.000000 Penalty: 6026.882324
	Iteration 17Q: 3 clusters Score -2.50107e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -25010850.000000 Penalty: 6026.882324
	Iteration 18Q: 3 clusters Score -2.501085e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -25011002.000000 Penalty: 6026.882324
	Iteration 19Q: 3 clusters Score -2.5011e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143721 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -25011104.000000 Penalty: 6026.882324
	Iteration 20F: 3 clusters Score -2.50111e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -25011184.000000 Penalty: 6026.882324
	Iteration 21Q: 3 clusters Score -2.501118e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144745 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -25011258.000000 Penalty: 6026.882324
	Iteration 22Q: 3 clusters Score -2.501126e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -25011332.000000 Penalty: 6026.882324
	Iteration 23Q: 3 clusters Score -2.501133e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145711 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -25011426.000000 Penalty: 6026.882324
	Iteration 24Q: 3 clusters Score -2.501143e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146230 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -25011658.000000 Penalty: 6026.882324
	Iteration 25Q: 3 clusters Score -2.501166e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146770 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -25011728.000000 Penalty: 6026.882324
	Iteration 26Q: 3 clusters Score -2.501173e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147282 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -25011902.000000 Penalty: 6026.882324
	Iteration 27Q: 3 clusters Score -2.50119e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -25012056.000000 Penalty: 6026.882324
	Iteration 28Q: 3 clusters Score -2.501206e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -25012144.000000 Penalty: 6026.882324
	Iteration 29Q: 3 clusters Score -2.501214e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148973 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -25012272.000000 Penalty: 6026.882324
	Iteration 30Q: 3 clusters Score -2.501227e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149539 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -25012352.000000 Penalty: 6026.882324
	Iteration 31Q: 3 clusters Score -2.501235e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -25012414.000000 Penalty: 6026.882324
	Iteration 32Q: 3 clusters Score -2.501241e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150643 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -25012600.000000 Penalty: 6026.882324
	Iteration 33Q: 3 clusters Score -2.50126e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151143 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -25012806.000000 Penalty: 6026.882324
	Iteration 34Q: 3 clusters Score -2.501281e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151669 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -25013016.000000 Penalty: 6026.882324
	Iteration 35Q: 3 clusters Score -2.501302e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152266 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -25013206.000000 Penalty: 6026.882324
	Iteration 36Q: 3 clusters Score -2.501321e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152919 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -25013432.000000 Penalty: 6026.882324
	Iteration 37Q: 3 clusters Score -2.501343e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153622 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -25013622.000000 Penalty: 6026.882324
	Iteration 38Q: 3 clusters Score -2.501362e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154382 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -25013856.000000 Penalty: 6026.882324
	Iteration 39Q: 3 clusters Score -2.501386e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -25014090.000000 Penalty: 6026.882324
	Iteration 40F: 3 clusters Score -2.501409e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156071 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -25014316.000000 Penalty: 6026.882324
	Iteration 41Q: 3 clusters Score -2.501432e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -25014520.000000 Penalty: 6026.882324
	Iteration 42Q: 3 clusters Score -2.501452e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157960 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -25014770.000000 Penalty: 6026.882324
	Iteration 43Q: 3 clusters Score -2.501477e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -25014980.000000 Penalty: 6026.882324
	Iteration 44Q: 3 clusters Score -2.501498e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -25015322.000000 Penalty: 6026.882324
	Iteration 45Q: 3 clusters Score -2.501532e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161181 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -25015696.000000 Penalty: 6026.882324
	Iteration 46Q: 3 clusters Score -2.50157e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162344 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -25015942.000000 Penalty: 6026.882324
	Iteration 47Q: 3 clusters Score -2.501594e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -25016198.000000 Penalty: 6026.882324
	Iteration 48Q: 3 clusters Score -2.50162e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164819 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -25016558.000000 Penalty: 6026.882324
	Iteration 49Q: 3 clusters Score -2.501656e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166160 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -25016812.000000 Penalty: 6026.882324
	Iteration 50Q: 3 clusters Score -2.501681e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167475 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -25016960.000000 Penalty: 6026.882324
	Iteration 51Q: 3 clusters Score -2.501696e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168781 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -25017092.000000 Penalty: 6026.882324
	Iteration 52Q: 3 clusters Score -2.501709e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -25017438.000000 Penalty: 6026.882324
	Iteration 53Q: 3 clusters Score -2.501744e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171618 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -25017752.000000 Penalty: 6026.882324
	Iteration 54Q: 3 clusters Score -2.501775e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173107 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -25018086.000000 Penalty: 6026.882324
	Iteration 55Q: 3 clusters Score -2.501809e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174546 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -25018434.000000 Penalty: 6026.882324
	Iteration 56Q: 3 clusters Score -2.501843e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176028 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -25018696.000000 Penalty: 6026.882324
	Iteration 57Q: 3 clusters Score -2.50187e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177461 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -25018846.000000 Penalty: 6026.882324
	Iteration 58Q: 3 clusters Score -2.501885e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178821 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -25019114.000000 Penalty: 6026.882324
	Iteration 59Q: 3 clusters Score -2.501911e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180088 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -25019396.000000 Penalty: 6026.882324
	Iteration 60F: 3 clusters Score -2.50194e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -25019710.000000 Penalty: 6026.882324
	Iteration 61Q: 3 clusters Score -2.501971e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182362 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -25019978.000000 Penalty: 6026.882324
	Iteration 62Q: 3 clusters Score -2.501998e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183369 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -25020218.000000 Penalty: 6026.882324
	Iteration 63Q: 3 clusters Score -2.502022e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184224 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -25020348.000000 Penalty: 6026.882324
	Iteration 64Q: 3 clusters Score -2.502035e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184965 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -25020472.000000 Penalty: 6026.882324
	Iteration 65Q: 3 clusters Score -2.502047e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185593 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -25020458.000000 Penalty: 6026.882324
	Iteration 66Q: 3 clusters Score -2.502046e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186124 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -25020498.000000 Penalty: 6026.882324
	Iteration 67Q: 3 clusters Score -2.50205e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186531 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -25020594.000000 Penalty: 6026.882324
	Iteration 68Q: 3 clusters Score -2.502059e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -25020674.000000 Penalty: 6026.882324
	Iteration 69Q: 3 clusters Score -2.502067e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187107 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -25020698.000000 Penalty: 6026.882324
	Iteration 70Q: 3 clusters Score -2.50207e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187317 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -25020684.000000 Penalty: 6026.882324
	Iteration 71Q: 3 clusters Score -2.502068e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187477 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -25020676.000000 Penalty: 6026.882324
	Iteration 72Q: 3 clusters Score -2.502068e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187595 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -25020714.000000 Penalty: 6026.882324
	Iteration 73Q: 3 clusters Score -2.502071e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187694 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25020744.000000 Penalty: 6026.882324
	Iteration 74Q: 3 clusters Score -2.502074e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187773 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -25020776.000000 Penalty: 6026.882324
	Iteration 75Q: 3 clusters Score -2.502078e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187823 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -25020792.000000 Penalty: 6026.882324
	Iteration 76Q: 3 clusters Score -2.502079e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187870 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -25020794.000000 Penalty: 6026.882324
	Iteration 77Q: 3 clusters Score -2.502079e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -25020818.000000 Penalty: 6026.882324
	Iteration 78Q: 3 clusters Score -2.502082e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187939 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -25020814.000000 Penalty: 6026.882324
	Iteration 79Q: 3 clusters Score -2.502081e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187977 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -25020818.000000 Penalty: 6026.882324
	Iteration 80F: 3 clusters Score -2.502082e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188009 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -25020844.000000 Penalty: 6026.882324
	Iteration 81Q: 3 clusters Score -2.502084e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188032 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -25020816.000000 Penalty: 6026.882324
	Iteration 82Q: 3 clusters Score -2.502082e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188055 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -25020806.000000 Penalty: 6026.882324
	Iteration 83Q: 3 clusters Score -2.502081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188071 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -25020818.000000 Penalty: 6026.882324
	Iteration 84Q: 3 clusters Score -2.502082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188087 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -25020798.000000 Penalty: 6026.882324
	Iteration 85Q: 3 clusters Score -2.50208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188099 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -25020784.000000 Penalty: 6026.882324
	Iteration 86Q: 3 clusters Score -2.502078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188112 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -25020782.000000 Penalty: 6026.882324
	Iteration 87Q: 3 clusters Score -2.502078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188121 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -25020760.000000 Penalty: 6026.882324
	Iteration 88Q: 3 clusters Score -2.502076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188130 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -25020776.000000 Penalty: 6026.882324
	Iteration 89Q: 3 clusters Score -2.502078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188139 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -25020758.000000 Penalty: 6026.882324
	Iteration 90Q: 3 clusters Score -2.502076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188147 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -25020754.000000 Penalty: 6026.882324
	Iteration 91Q: 3 clusters Score -2.502075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -25020758.000000 Penalty: 6026.882324
	Iteration 92Q: 3 clusters Score -2.502076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188155 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -25020764.000000 Penalty: 6026.882324
	Iteration 93Q: 3 clusters Score -2.502076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188158 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -25020778.000000 Penalty: 6026.882324
	Iteration 94Q: 3 clusters Score -2.502078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188161 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -25020770.000000 Penalty: 6026.882324
	Iteration 95Q: 3 clusters Score -2.502077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188165 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -25020784.000000 Penalty: 6026.882324
	Iteration 96Q: 3 clusters Score -2.502078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188169 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -25020776.000000 Penalty: 6026.882324
	Iteration 97Q: 3 clusters Score -2.502078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188172 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -25020780.000000 Penalty: 6026.882324
	Iteration 98Q: 3 clusters Score -2.502078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188173 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -25020782.000000 Penalty: 6026.882324
	Iteration 99Q: 3 clusters Score -2.502078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -25020778.000000 Penalty: 6026.882324
	Iteration 100F: 3 clusters Score -2.502078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188177 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -25020782.000000 Penalty: 6026.882324
	Iteration 101Q: 3 clusters Score -2.502078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188182 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25020778.000000 Penalty: 6026.882324
	Iteration 102Q: 3 clusters Score -2.502078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188184 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -25020776.000000 Penalty: 6026.882324
	Iteration 103Q: 3 clusters Score -2.502078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188186 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25020776.000000 Penalty: 6026.882324
	Iteration 104Q: 3 clusters Score -2.502078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188186 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25020774.000000 Penalty: 6026.882324
	Iteration 105Q: 3 clusters Score -2.502077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188187 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -25020770.000000 Penalty: 6026.882324
	Iteration 106Q: 3 clusters Score -2.502077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188187 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -25020770.000000 Penalty: 6026.882324
	Iteration 107F: 3 clusters Score -2.502077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -368803.843750 Penalty: 2004.665405
	Iteration 0F: 2 clusters Score -368803.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -365341.750000 Penalty: 4009.330811
	Iteration 0F: 3 clusters Score -365341.8 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -366058.593750 Penalty: 4009.330811
	Iteration 1F: 3 clusters Score -366058.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -366271.062500 Penalty: 4009.330811
	Iteration 2F: 3 clusters Score -366271.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -366387.812500 Penalty: 4009.330811
	Iteration 3F: 3 clusters Score -366387.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -366467.031250 Penalty: 4009.330811
	Iteration 4Q: 3 clusters Score -366467 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -366526.906250 Penalty: 4009.330811
	Iteration 5Q: 3 clusters Score -366526.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -366575.031250 Penalty: 4009.330811
	Iteration 6Q: 3 clusters Score -366575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -366615.593750 Penalty: 4009.330811
	Iteration 7Q: 3 clusters Score -366615.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -366658.343750 Penalty: 4009.330811
	Iteration 8Q: 3 clusters Score -366658.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -366704.250000 Penalty: 4009.330811
	Iteration 9Q: 3 clusters Score -366704.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -366744.031250 Penalty: 4009.330811
	Iteration 10Q: 3 clusters Score -366744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -366776.781250 Penalty: 4009.330811
	Iteration 11Q: 3 clusters Score -366776.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -366806.218750 Penalty: 4009.330811
	Iteration 12Q: 3 clusters Score -366806.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -366831.906250 Penalty: 4009.330811
	Iteration 13Q: 3 clusters Score -366831.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -366856.593750 Penalty: 4009.330811
	Iteration 14Q: 3 clusters Score -366856.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -366881.312500 Penalty: 4009.330811
	Iteration 15Q: 3 clusters Score -366881.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -366910.687500 Penalty: 4009.330811
	Iteration 16Q: 3 clusters Score -366910.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -366935.156250 Penalty: 4009.330811
	Iteration 17Q: 3 clusters Score -366935.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -366949.062500 Penalty: 4009.330811
	Iteration 18Q: 3 clusters Score -366949.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -366966.750000 Penalty: 4009.330811
	Iteration 19Q: 3 clusters Score -366966.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -366982.812500 Penalty: 4009.330811
	Iteration 20F: 3 clusters Score -366982.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -367003.531250 Penalty: 4009.330811
	Iteration 21Q: 3 clusters Score -367003.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -367024.281250 Penalty: 4009.330811
	Iteration 22Q: 3 clusters Score -367024.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -367041.656250 Penalty: 4009.330811
	Iteration 23Q: 3 clusters Score -367041.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -367054.843750 Penalty: 4009.330811
	Iteration 24Q: 3 clusters Score -367054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -367063.406250 Penalty: 4009.330811
	Iteration 25Q: 3 clusters Score -367063.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -367068.781250 Penalty: 4009.330811
	Iteration 26Q: 3 clusters Score -367068.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -367073.843750 Penalty: 4009.330811
	Iteration 27Q: 3 clusters Score -367073.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -367078.156250 Penalty: 4009.330811
	Iteration 28Q: 3 clusters Score -367078.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -367081.937500 Penalty: 4009.330811
	Iteration 29Q: 3 clusters Score -367081.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -367089.375000 Penalty: 4009.330811
	Iteration 30Q: 3 clusters Score -367089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -367097.531250 Penalty: 4009.330811
	Iteration 31Q: 3 clusters Score -367097.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -367107.218750 Penalty: 4009.330811
	Iteration 32Q: 3 clusters Score -367107.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -367115.625000 Penalty: 4009.330811
	Iteration 33Q: 3 clusters Score -367115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -367122.468750 Penalty: 4009.330811
	Iteration 34Q: 3 clusters Score -367122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -367125.687500 Penalty: 4009.330811
	Iteration 35Q: 3 clusters Score -367125.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -367131.250000 Penalty: 4009.330811
	Iteration 36Q: 3 clusters Score -367131.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -367139.031250 Penalty: 4009.330811
	Iteration 37Q: 3 clusters Score -367139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -367146.750000 Penalty: 4009.330811
	Iteration 38Q: 3 clusters Score -367146.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -367156.531250 Penalty: 4009.330811
	Iteration 39Q: 3 clusters Score -367156.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -367163.562500 Penalty: 4009.330811
	Iteration 40F: 3 clusters Score -367163.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -367169.750000 Penalty: 4009.330811
	Iteration 41Q: 3 clusters Score -367169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -367174.343750 Penalty: 4009.330811
	Iteration 42Q: 3 clusters Score -367174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -367176.781250 Penalty: 4009.330811
	Iteration 43Q: 3 clusters Score -367176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -367178.812500 Penalty: 4009.330811
	Iteration 44Q: 3 clusters Score -367178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -367181.437500 Penalty: 4009.330811
	Iteration 45Q: 3 clusters Score -367181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -367182.125000 Penalty: 4009.330811
	Iteration 46Q: 3 clusters Score -367182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -367182.812500 Penalty: 4009.330811
	Iteration 47Q: 3 clusters Score -367182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -367182.750000 Penalty: 4009.330811
	Iteration 48Q: 3 clusters Score -367182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -367183.343750 Penalty: 4009.330811
	Iteration 49Q: 3 clusters Score -367183.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -367183.562500 Penalty: 4009.330811
	Iteration 50Q: 3 clusters Score -367183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -367184.000000 Penalty: 4009.330811
	Iteration 51Q: 3 clusters Score -367184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -367184.812500 Penalty: 4009.330811
	Iteration 52Q: 3 clusters Score -367184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -367184.812500 Penalty: 4009.330811
	Iteration 53F: 3 clusters Score -367184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Entering Unmasked Estep 
Score: -417432.437500 Penalty: 2009.741699
	Iteration 0F: 2 clusters Score -417432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -414031.750000 Penalty: 4019.483398
	Iteration 0F: 3 clusters Score -414031.8 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -414841.437500 Penalty: 4019.483398
	Iteration 1F: 3 clusters Score -414841.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -415116.468750 Penalty: 4019.483398
	Iteration 2F: 3 clusters Score -415116.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -415380.250000 Penalty: 4019.483398
	Iteration 3F: 3 clusters Score -415380.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -415598.218750 Penalty: 4019.483398
	Iteration 4F: 3 clusters Score -415598.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -415767.500000 Penalty: 4019.483398
	Iteration 5F: 3 clusters Score -415767.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -415898.000000 Penalty: 4019.483398
	Iteration 6Q: 3 clusters Score -415898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -415975.875000 Penalty: 4019.483398
	Iteration 7Q: 3 clusters Score -415975.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -416054.281250 Penalty: 4019.483398
	Iteration 8Q: 3 clusters Score -416054.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -416117.593750 Penalty: 4019.483398
	Iteration 9Q: 3 clusters Score -416117.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -416157.968750 Penalty: 4019.483398
	Iteration 10Q: 3 clusters Score -416158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -416178.375000 Penalty: 4019.483398
	Iteration 11Q: 3 clusters Score -416178.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -416195.093750 Penalty: 4019.483398
	Iteration 12Q: 3 clusters Score -416195.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -416204.812500 Penalty: 4019.483398
	Iteration 13Q: 3 clusters Score -416204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -416210.843750 Penalty: 4019.483398
	Iteration 14Q: 3 clusters Score -416210.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -416218.000000 Penalty: 4019.483398
	Iteration 15Q: 3 clusters Score -416218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -416223.218750 Penalty: 4019.483398
	Iteration 16Q: 3 clusters Score -416223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -416227.343750 Penalty: 4019.483398
	Iteration 17Q: 3 clusters Score -416227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -416231.625000 Penalty: 4019.483398
	Iteration 18Q: 3 clusters Score -416231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -416235.562500 Penalty: 4019.483398
	Iteration 19Q: 3 clusters Score -416235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -416240.781250 Penalty: 4019.483398
	Iteration 20F: 3 clusters Score -416240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -416246.031250 Penalty: 4019.483398
	Iteration 21Q: 3 clusters Score -416246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -416249.500000 Penalty: 4019.483398
	Iteration 22Q: 3 clusters Score -416249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -416252.937500 Penalty: 4019.483398
	Iteration 23Q: 3 clusters Score -416252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -416256.531250 Penalty: 4019.483398
	Iteration 24Q: 3 clusters Score -416256.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -416262.281250 Penalty: 4019.483398
	Iteration 25Q: 3 clusters Score -416262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -416267.750000 Penalty: 4019.483398
	Iteration 26Q: 3 clusters Score -416267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -416273.250000 Penalty: 4019.483398
	Iteration 27Q: 3 clusters Score -416273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -416278.000000 Penalty: 4019.483398
	Iteration 28Q: 3 clusters Score -416278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -416280.406250 Penalty: 4019.483398
	Iteration 29Q: 3 clusters Score -416280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -416280.875000 Penalty: 4019.483398
	Iteration 30Q: 3 clusters Score -416280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -416281.531250 Penalty: 4019.483398
	Iteration 31Q: 3 clusters Score -416281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -416282.312500 Penalty: 4019.483398
	Iteration 32Q: 3 clusters Score -416282.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -416282.312500 Penalty: 4019.483398
	Iteration 33F: 3 clusters Score -416282.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Entering Unmasked Estep 
Score: -5614968.500000 Penalty: 2659.495850
	Iteration 0F: 2 clusters Score -5614968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -5584420.000000 Penalty: 5318.991699
	Iteration 0F: 3 clusters Score -5584420 nChanged 20828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5595797.000000 Penalty: 5318.991699
	Iteration 1F: 3 clusters Score -5595797 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5596363.500000 Penalty: 5318.991699
	Iteration 2Q: 3 clusters Score -5596364 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -5597022.500000 Penalty: 5318.991699
	Iteration 3Q: 3 clusters Score -5597022 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -5597894.500000 Penalty: 5318.991699
	Iteration 4Q: 3 clusters Score -5597894 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5599105.500000 Penalty: 5318.991699
	Iteration 5Q: 3 clusters Score -5599106 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5600756.500000 Penalty: 5318.991699
	Iteration 6F: 3 clusters Score -5600756 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5602633.500000 Penalty: 5318.991699
	Iteration 7F: 3 clusters Score -5602634 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -5604286.000000 Penalty: 5318.991699
	Iteration 8F: 3 clusters Score -5604286 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5605761.500000 Penalty: 5318.991699
	Iteration 9F: 3 clusters Score -5605762 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -5607056.500000 Penalty: 5318.991699
	Iteration 10Q: 3 clusters Score -5607056 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -5608160.000000 Penalty: 5318.991699
	Iteration 11Q: 3 clusters Score -5608160 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -5609022.000000 Penalty: 5318.991699
	Iteration 12Q: 3 clusters Score -5609022 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -5609665.000000 Penalty: 5318.991699
	Iteration 13Q: 3 clusters Score -5609665 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -5610210.000000 Penalty: 5318.991699
	Iteration 14Q: 3 clusters Score -5610210 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -5610638.000000 Penalty: 5318.991699
	Iteration 15Q: 3 clusters Score -5610638 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -5610980.000000 Penalty: 5318.991699
	Iteration 16Q: 3 clusters Score -5610980 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -5611235.500000 Penalty: 5318.991699
	Iteration 17Q: 3 clusters Score -5611236 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5611370.000000 Penalty: 5318.991699
	Iteration 18Q: 3 clusters Score -5611370 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5611493.500000 Penalty: 5318.991699
	Iteration 19Q: 3 clusters Score -5611494 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5611600.500000 Penalty: 5318.991699
	Iteration 20F: 3 clusters Score -5611600 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5611682.000000 Penalty: 5318.991699
	Iteration 21Q: 3 clusters Score -5611682 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5611759.500000 Penalty: 5318.991699
	Iteration 22Q: 3 clusters Score -5611760 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5611808.500000 Penalty: 5318.991699
	Iteration 23Q: 3 clusters Score -5611808 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -5611909.500000 Penalty: 5318.991699
	Iteration 24Q: 3 clusters Score -5611910 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -5611984.500000 Penalty: 5318.991699
	Iteration 25Q: 3 clusters Score -5611984 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5612105.000000 Penalty: 5318.991699
	Iteration 26Q: 3 clusters Score -5612105 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -5612182.500000 Penalty: 5318.991699
	Iteration 27Q: 3 clusters Score -5612182 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -5612274.500000 Penalty: 5318.991699
	Iteration 28Q: 3 clusters Score -5612274 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5612362.500000 Penalty: 5318.991699
	Iteration 29Q: 3 clusters Score -5612362 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -5612456.500000 Penalty: 5318.991699
	Iteration 30Q: 3 clusters Score -5612456 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5612533.500000 Penalty: 5318.991699
	Iteration 31Q: 3 clusters Score -5612534 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5612620.500000 Penalty: 5318.991699
	Iteration 32Q: 3 clusters Score -5612620 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5612690.000000 Penalty: 5318.991699
	Iteration 33Q: 3 clusters Score -5612690 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -5612772.500000 Penalty: 5318.991699
	Iteration 34Q: 3 clusters Score -5612772 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -5612850.500000 Penalty: 5318.991699
	Iteration 35Q: 3 clusters Score -5612850 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5612902.000000 Penalty: 5318.991699
	Iteration 36Q: 3 clusters Score -5612902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5612936.000000 Penalty: 5318.991699
	Iteration 37Q: 3 clusters Score -5612936 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5612984.500000 Penalty: 5318.991699
	Iteration 38Q: 3 clusters Score -5612984 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -5613023.500000 Penalty: 5318.991699
	Iteration 39Q: 3 clusters Score -5613024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5613073.500000 Penalty: 5318.991699
	Iteration 40F: 3 clusters Score -5613074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -5613107.500000 Penalty: 5318.991699
	Iteration 41Q: 3 clusters Score -5613108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -5613136.000000 Penalty: 5318.991699
	Iteration 42Q: 3 clusters Score -5613136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -5613175.000000 Penalty: 5318.991699
	Iteration 43Q: 3 clusters Score -5613175 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5613193.500000 Penalty: 5318.991699
	Iteration 44Q: 3 clusters Score -5613194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5613208.500000 Penalty: 5318.991699
	Iteration 45Q: 3 clusters Score -5613208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -5613214.500000 Penalty: 5318.991699
	Iteration 46Q: 3 clusters Score -5613214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -5613226.500000 Penalty: 5318.991699
	Iteration 47Q: 3 clusters Score -5613226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -5613250.000000 Penalty: 5318.991699
	Iteration 48Q: 3 clusters Score -5613250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -5613266.500000 Penalty: 5318.991699
	Iteration 49Q: 3 clusters Score -5613266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -5613274.500000 Penalty: 5318.991699
	Iteration 50Q: 3 clusters Score -5613274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5613281.000000 Penalty: 5318.991699
	Iteration 51Q: 3 clusters Score -5613281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5613296.000000 Penalty: 5318.991699
	Iteration 52Q: 3 clusters Score -5613296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -5613304.000000 Penalty: 5318.991699
	Iteration 53Q: 3 clusters Score -5613304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -5613306.500000 Penalty: 5318.991699
	Iteration 54Q: 3 clusters Score -5613306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5613324.500000 Penalty: 5318.991699
	Iteration 55Q: 3 clusters Score -5613324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5613326.500000 Penalty: 5318.991699
	Iteration 56Q: 3 clusters Score -5613326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5613334.000000 Penalty: 5318.991699
	Iteration 57Q: 3 clusters Score -5613334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -5613336.500000 Penalty: 5318.991699
	Iteration 58Q: 3 clusters Score -5613336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -5613347.000000 Penalty: 5318.991699
	Iteration 59Q: 3 clusters Score -5613347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5613346.500000 Penalty: 5318.991699
	Iteration 60F: 3 clusters Score -5613346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -5613346.000000 Penalty: 5318.991699
	Iteration 61Q: 3 clusters Score -5613346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -5613357.000000 Penalty: 5318.991699
	Iteration 62Q: 3 clusters Score -5613357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5613353.000000 Penalty: 5318.991699
	Iteration 63Q: 3 clusters Score -5613353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -5613357.500000 Penalty: 5318.991699
	Iteration 64Q: 3 clusters Score -5613358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -5613354.500000 Penalty: 5318.991699
	Iteration 65Q: 3 clusters Score -5613354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -5613356.500000 Penalty: 5318.991699
	Iteration 66Q: 3 clusters Score -5613356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -5613347.000000 Penalty: 5318.991699
	Iteration 67Q: 3 clusters Score -5613347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -5613349.500000 Penalty: 5318.991699
	Iteration 68Q: 3 clusters Score -5613350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5613354.000000 Penalty: 5318.991699
	Iteration 69Q: 3 clusters Score -5613354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5613354.000000 Penalty: 5318.991699
	Iteration 70F: 3 clusters Score -5613354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -335855.812500 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -335855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -332858.968750 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -332859 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -333429.250000 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -333429.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -333591.843750 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -333591.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -333695.406250 Penalty: 3891.520508
	Iteration 3F: 3 clusters Score -333695.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -333772.343750 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -333772.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -333848.250000 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -333848.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -333897.500000 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -333897.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -333938.406250 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -333938.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -333976.281250 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -333976.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -334025.187500 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -334025.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -334079.156250 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -334079.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -334142.937500 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -334142.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -334179.812500 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -334179.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -334202.875000 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -334202.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -334218.593750 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -334218.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -334241.593750 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -334241.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -334264.125000 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -334264.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -334276.093750 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -334276.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -334290.406250 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -334290.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -334299.187500 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -334299.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -334307.937500 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -334307.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -334317.218750 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -334317.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -334324.468750 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -334324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -334328.718750 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -334328.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -334332.343750 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -334332.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -334335.687500 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -334335.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -334340.468750 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -334340.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -334345.843750 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -334345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -334348.593750 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -334348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -334349.937500 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -334349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -334349.906250 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -334349.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -334349.906250 Penalty: 3891.520508
	Iteration 31F: 3 clusters Score -334349.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Entering Unmasked Estep 
Score: -6609130.500000 Penalty: 2680.019775
	Iteration 0F: 2 clusters Score -6609130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -6575882.500000 Penalty: 5360.039551
	Iteration 0F: 3 clusters Score -6575882 nChanged 22804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -6588349.500000 Penalty: 5360.039551
	Iteration 1F: 3 clusters Score -6588350 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -6588836.500000 Penalty: 5360.039551
	Iteration 2Q: 3 clusters Score -6588836 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -6589213.500000 Penalty: 5360.039551
	Iteration 3Q: 3 clusters Score -6589214 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -6589618.000000 Penalty: 5360.039551
	Iteration 4Q: 3 clusters Score -6589618 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -6590122.000000 Penalty: 5360.039551
	Iteration 5Q: 3 clusters Score -6590122 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -6590777.000000 Penalty: 5360.039551
	Iteration 6Q: 3 clusters Score -6590777 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -6591919.500000 Penalty: 5360.039551
	Iteration 7Q: 3 clusters Score -6591920 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -6593718.500000 Penalty: 5360.039551
	Iteration 8F: 3 clusters Score -6593718 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -6596373.000000 Penalty: 5360.039551
	Iteration 9F: 3 clusters Score -6596373 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -6599825.000000 Penalty: 5360.039551
	Iteration 10F: 3 clusters Score -6599825 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -6603098.500000 Penalty: 5360.039551
	Iteration 11F: 3 clusters Score -6603098 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6605224.500000 Penalty: 5360.039551
	Iteration 12Q: 3 clusters Score -6605224 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6606130.500000 Penalty: 5360.039551
	Iteration 13Q: 3 clusters Score -6606130 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6606519.500000 Penalty: 5360.039551
	Iteration 14Q: 3 clusters Score -6606520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6606642.000000 Penalty: 5360.039551
	Iteration 15Q: 3 clusters Score -6606642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6606746.000000 Penalty: 5360.039551
	Iteration 16Q: 3 clusters Score -6606746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6606799.500000 Penalty: 5360.039551
	Iteration 17Q: 3 clusters Score -6606800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6606809.500000 Penalty: 5360.039551
	Iteration 18Q: 3 clusters Score -6606810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6606825.500000 Penalty: 5360.039551
	Iteration 19Q: 3 clusters Score -6606826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6606823.500000 Penalty: 5360.039551
	Iteration 20F: 3 clusters Score -6606824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6606827.500000 Penalty: 5360.039551
	Iteration 21Q: 3 clusters Score -6606828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6606830.000000 Penalty: 5360.039551
	Iteration 22Q: 3 clusters Score -6606830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6606830.000000 Penalty: 5360.039551
	Iteration 23F: 3 clusters Score -6606830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -112852.921875 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -112852.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110995.132812 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -110995.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111939.203125 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -111939.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -112963.515625 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -112963.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -114020.468750 Penalty: 3446.176758
	Iteration 3F: 3 clusters Score -114020.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114443.640625 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -114443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114465.406250 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -114465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -114470.648438 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -114470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114472.578125 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -114472.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114472.578125 Penalty: 3446.176758
	Iteration 8F: 3 clusters Score -114472.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 170078 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225738 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189278 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 45423 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 49342 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 36443 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39700 members 
Mstep: Class 23 contains 22275 members 
Mstep: Class 24 contains 27603 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 526 members 
Entering Unmasked Estep 
Score: -133226552.000000 Penalty: 89259.242188
Splitting cluster 14 changes total score from -133226880.000000 to -133226552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -1058313.125000 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -1058313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1051584.000000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -1051584 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1053415.875000 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -1053416 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1053691.125000 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -1053691 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1053869.500000 Penalty: 4479.719727
	Iteration 3Q: 3 clusters Score -1053870 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1054002.125000 Penalty: 4479.719727
	Iteration 4Q: 3 clusters Score -1054002 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1054101.875000 Penalty: 4479.719727
	Iteration 5Q: 3 clusters Score -1054102 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1054190.125000 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -1054190 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1054267.875000 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -1054268 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1054341.000000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -1054341 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1054418.250000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -1054418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1054489.625000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -1054490 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1054562.875000 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -1054563 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1054641.000000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -1054641 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1054721.625000 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -1054722 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1054827.375000 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -1054827 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1054961.625000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -1054962 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1055113.000000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -1055113 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1055288.625000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -1055289 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1055469.625000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -1055470 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1055644.875000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -1055645 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1055829.250000 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -1055829 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1055972.750000 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -1055973 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1056106.750000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -1056107 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1056200.375000 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -1056200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1056265.750000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -1056266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1056310.250000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -1056310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1056346.375000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -1056346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1056373.000000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -1056373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1056404.375000 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -1056404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1056427.250000 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -1056427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1056445.125000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -1056445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1056464.625000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -1056465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1056488.750000 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -1056489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1056506.875000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -1056507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1056530.125000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -1056530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1056558.250000 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -1056558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1056596.250000 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -1056596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1056631.375000 Penalty: 4479.719727
	Iteration 37Q: 3 clusters Score -1056631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1056667.625000 Penalty: 4479.719727
	Iteration 38Q: 3 clusters Score -1056668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1056709.000000 Penalty: 4479.719727
	Iteration 39Q: 3 clusters Score -1056709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1056743.375000 Penalty: 4479.719727
	Iteration 40F: 3 clusters Score -1056743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1056762.625000 Penalty: 4479.719727
	Iteration 41Q: 3 clusters Score -1056763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1056780.125000 Penalty: 4479.719727
	Iteration 42Q: 3 clusters Score -1056780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1056792.875000 Penalty: 4479.719727
	Iteration 43Q: 3 clusters Score -1056793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1056798.375000 Penalty: 4479.719727
	Iteration 44Q: 3 clusters Score -1056798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1056805.000000 Penalty: 4479.719727
	Iteration 45Q: 3 clusters Score -1056805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1056815.750000 Penalty: 4479.719727
	Iteration 46Q: 3 clusters Score -1056816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1056820.375000 Penalty: 4479.719727
	Iteration 47Q: 3 clusters Score -1056820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1056826.125000 Penalty: 4479.719727
	Iteration 48Q: 3 clusters Score -1056826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1056832.000000 Penalty: 4479.719727
	Iteration 49Q: 3 clusters Score -1056832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1056837.000000 Penalty: 4479.719727
	Iteration 50Q: 3 clusters Score -1056837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1056841.750000 Penalty: 4479.719727
	Iteration 51Q: 3 clusters Score -1056842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1056853.875000 Penalty: 4479.719727
	Iteration 52Q: 3 clusters Score -1056854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1056856.625000 Penalty: 4479.719727
	Iteration 53Q: 3 clusters Score -1056857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1056860.625000 Penalty: 4479.719727
	Iteration 54Q: 3 clusters Score -1056861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1056861.375000 Penalty: 4479.719727
	Iteration 55Q: 3 clusters Score -1056861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1056861.375000 Penalty: 4479.719727
	Iteration 56F: 3 clusters Score -1056861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Entering Unmasked Estep 
Score: -10611924.000000 Penalty: 2797.874023
	Iteration 0F: 2 clusters Score -1.061192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -10558833.000000 Penalty: 5595.748047
	Iteration 0F: 3 clusters Score -1.055883e+07 nChanged 37097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -10579912.000000 Penalty: 5595.748047
	Iteration 1F: 3 clusters Score -1.057991e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -10580562.000000 Penalty: 5595.748047
	Iteration 2Q: 3 clusters Score -1.058056e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -10581195.000000 Penalty: 5595.748047
	Iteration 3Q: 3 clusters Score -1.05812e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -10582005.000000 Penalty: 5595.748047
	Iteration 4Q: 3 clusters Score -1.0582e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -10583202.000000 Penalty: 5595.748047
	Iteration 5Q: 3 clusters Score -1.05832e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -10584730.000000 Penalty: 5595.748047
	Iteration 6Q: 3 clusters Score -1.058473e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -10586717.000000 Penalty: 5595.748047
	Iteration 7Q: 3 clusters Score -1.058672e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -10589181.000000 Penalty: 5595.748047
	Iteration 8F: 3 clusters Score -1.058918e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -10591931.000000 Penalty: 5595.748047
	Iteration 9F: 3 clusters Score -1.059193e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -10595159.000000 Penalty: 5595.748047
	Iteration 10F: 3 clusters Score -1.059516e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -10598803.000000 Penalty: 5595.748047
	Iteration 11F: 3 clusters Score -1.05988e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -10602500.000000 Penalty: 5595.748047
	Iteration 12Q: 3 clusters Score -1.06025e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -10604868.000000 Penalty: 5595.748047
	Iteration 13Q: 3 clusters Score -1.060487e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -10606064.000000 Penalty: 5595.748047
	Iteration 14Q: 3 clusters Score -1.060606e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -10606597.000000 Penalty: 5595.748047
	Iteration 15Q: 3 clusters Score -1.06066e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -10606970.000000 Penalty: 5595.748047
	Iteration 16Q: 3 clusters Score -1.060697e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -10607145.000000 Penalty: 5595.748047
	Iteration 17Q: 3 clusters Score -1.060714e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -10607293.000000 Penalty: 5595.748047
	Iteration 18Q: 3 clusters Score -1.060729e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -10607431.000000 Penalty: 5595.748047
	Iteration 19Q: 3 clusters Score -1.060743e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -10607504.000000 Penalty: 5595.748047
	Iteration 20F: 3 clusters Score -1.06075e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -10607613.000000 Penalty: 5595.748047
	Iteration 21Q: 3 clusters Score -1.060761e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -10607671.000000 Penalty: 5595.748047
	Iteration 22Q: 3 clusters Score -1.060767e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -10607746.000000 Penalty: 5595.748047
	Iteration 23Q: 3 clusters Score -1.060775e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -10607859.000000 Penalty: 5595.748047
	Iteration 24Q: 3 clusters Score -1.060786e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -10607901.000000 Penalty: 5595.748047
	Iteration 25Q: 3 clusters Score -1.06079e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -10607962.000000 Penalty: 5595.748047
	Iteration 26Q: 3 clusters Score -1.060796e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -10608028.000000 Penalty: 5595.748047
	Iteration 27Q: 3 clusters Score -1.060803e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -10608086.000000 Penalty: 5595.748047
	Iteration 28Q: 3 clusters Score -1.060809e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -10608194.000000 Penalty: 5595.748047
	Iteration 29Q: 3 clusters Score -1.060819e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -10608271.000000 Penalty: 5595.748047
	Iteration 30Q: 3 clusters Score -1.060827e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -10608313.000000 Penalty: 5595.748047
	Iteration 31Q: 3 clusters Score -1.060831e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -10608339.000000 Penalty: 5595.748047
	Iteration 32Q: 3 clusters Score -1.060834e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -10608399.000000 Penalty: 5595.748047
	Iteration 33Q: 3 clusters Score -1.06084e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -10608472.000000 Penalty: 5595.748047
	Iteration 34Q: 3 clusters Score -1.060847e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -10608585.000000 Penalty: 5595.748047
	Iteration 35Q: 3 clusters Score -1.060858e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -10608628.000000 Penalty: 5595.748047
	Iteration 36Q: 3 clusters Score -1.060863e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -10608747.000000 Penalty: 5595.748047
	Iteration 37Q: 3 clusters Score -1.060875e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -10608811.000000 Penalty: 5595.748047
	Iteration 38Q: 3 clusters Score -1.060881e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -10608859.000000 Penalty: 5595.748047
	Iteration 39Q: 3 clusters Score -1.060886e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -10608862.000000 Penalty: 5595.748047
	Iteration 40F: 3 clusters Score -1.060886e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -10608946.000000 Penalty: 5595.748047
	Iteration 41Q: 3 clusters Score -1.060895e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -10609003.000000 Penalty: 5595.748047
	Iteration 42Q: 3 clusters Score -1.0609e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -10609074.000000 Penalty: 5595.748047
	Iteration 43Q: 3 clusters Score -1.060907e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10609111.000000 Penalty: 5595.748047
	Iteration 44Q: 3 clusters Score -1.060911e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -10609122.000000 Penalty: 5595.748047
	Iteration 45Q: 3 clusters Score -1.060912e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10609160.000000 Penalty: 5595.748047
	Iteration 46Q: 3 clusters Score -1.060916e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -10609194.000000 Penalty: 5595.748047
	Iteration 47Q: 3 clusters Score -1.060919e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -10609217.000000 Penalty: 5595.748047
	Iteration 48Q: 3 clusters Score -1.060922e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -10609244.000000 Penalty: 5595.748047
	Iteration 49Q: 3 clusters Score -1.060924e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10609271.000000 Penalty: 5595.748047
	Iteration 50Q: 3 clusters Score -1.060927e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10609296.000000 Penalty: 5595.748047
	Iteration 51Q: 3 clusters Score -1.06093e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -10609315.000000 Penalty: 5595.748047
	Iteration 52Q: 3 clusters Score -1.060932e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10609334.000000 Penalty: 5595.748047
	Iteration 53Q: 3 clusters Score -1.060933e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10609343.000000 Penalty: 5595.748047
	Iteration 54Q: 3 clusters Score -1.060934e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10609384.000000 Penalty: 5595.748047
	Iteration 55Q: 3 clusters Score -1.060938e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10609395.000000 Penalty: 5595.748047
	Iteration 56Q: 3 clusters Score -1.06094e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10609406.000000 Penalty: 5595.748047
	Iteration 57Q: 3 clusters Score -1.060941e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10609431.000000 Penalty: 5595.748047
	Iteration 58Q: 3 clusters Score -1.060943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -10609447.000000 Penalty: 5595.748047
	Iteration 59Q: 3 clusters Score -1.060945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10609453.000000 Penalty: 5595.748047
	Iteration 60F: 3 clusters Score -1.060945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10609481.000000 Penalty: 5595.748047
	Iteration 61Q: 3 clusters Score -1.060948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10609486.000000 Penalty: 5595.748047
	Iteration 62Q: 3 clusters Score -1.060949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10609474.000000 Penalty: 5595.748047
	Iteration 63Q: 3 clusters Score -1.060947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10609475.000000 Penalty: 5595.748047
	Iteration 64Q: 3 clusters Score -1.060948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10609493.000000 Penalty: 5595.748047
	Iteration 65Q: 3 clusters Score -1.060949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10609491.000000 Penalty: 5595.748047
	Iteration 66Q: 3 clusters Score -1.060949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10609500.000000 Penalty: 5595.748047
	Iteration 67Q: 3 clusters Score -1.06095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10609502.000000 Penalty: 5595.748047
	Iteration 68Q: 3 clusters Score -1.06095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10609495.000000 Penalty: 5595.748047
	Iteration 69Q: 3 clusters Score -1.06095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10609500.000000 Penalty: 5595.748047
	Iteration 70Q: 3 clusters Score -1.06095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10609491.000000 Penalty: 5595.748047
	Iteration 71Q: 3 clusters Score -1.060949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10609506.000000 Penalty: 5595.748047
	Iteration 72Q: 3 clusters Score -1.060951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10609504.000000 Penalty: 5595.748047
	Iteration 73Q: 3 clusters Score -1.06095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10609509.000000 Penalty: 5595.748047
	Iteration 74Q: 3 clusters Score -1.060951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10609505.000000 Penalty: 5595.748047
	Iteration 75Q: 3 clusters Score -1.06095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10609511.000000 Penalty: 5595.748047
	Iteration 76Q: 3 clusters Score -1.060951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10609501.000000 Penalty: 5595.748047
	Iteration 77Q: 3 clusters Score -1.06095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10609502.000000 Penalty: 5595.748047
	Iteration 78Q: 3 clusters Score -1.06095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10609509.000000 Penalty: 5595.748047
	Iteration 79Q: 3 clusters Score -1.060951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10609511.000000 Penalty: 5595.748047
	Iteration 80F: 3 clusters Score -1.060951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10609506.000000 Penalty: 5595.748047
	Iteration 81Q: 3 clusters Score -1.060951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -10609509.000000 Penalty: 5595.748047
	Iteration 82Q: 3 clusters Score -1.060951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78016 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10609506.000000 Penalty: 5595.748047
	Iteration 83Q: 3 clusters Score -1.060951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -10609513.000000 Penalty: 5595.748047
	Iteration 84Q: 3 clusters Score -1.060951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -10609514.000000 Penalty: 5595.748047
	Iteration 85Q: 3 clusters Score -1.060951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10609510.000000 Penalty: 5595.748047
	Iteration 86Q: 3 clusters Score -1.060951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10609512.000000 Penalty: 5595.748047
	Iteration 87Q: 3 clusters Score -1.060951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10609512.000000 Penalty: 5595.748047
	Iteration 88F: 3 clusters Score -1.060951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Entering Unmasked Estep 
Score: -10605944.000000 Penalty: 2800.308838
	Iteration 0F: 2 clusters Score -1.060594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -10552216.000000 Penalty: 5600.617676
	Iteration 0F: 3 clusters Score -1.055222e+07 nChanged 37696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -10573878.000000 Penalty: 5600.617676
	Iteration 1F: 3 clusters Score -1.057388e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -10574719.000000 Penalty: 5600.617676
	Iteration 2Q: 3 clusters Score -1.057472e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -10576094.000000 Penalty: 5600.617676
	Iteration 3Q: 3 clusters Score -1.057609e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -10578476.000000 Penalty: 5600.617676
	Iteration 4F: 3 clusters Score -1.057848e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -10582664.000000 Penalty: 5600.617676
	Iteration 5F: 3 clusters Score -1.058266e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -10588768.000000 Penalty: 5600.617676
	Iteration 6F: 3 clusters Score -1.058877e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -10595595.000000 Penalty: 5600.617676
	Iteration 7F: 3 clusters Score -1.05956e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -10600237.000000 Penalty: 5600.617676
	Iteration 8F: 3 clusters Score -1.060024e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10602304.000000 Penalty: 5600.617676
	Iteration 9Q: 3 clusters Score -1.06023e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10603022.000000 Penalty: 5600.617676
	Iteration 10Q: 3 clusters Score -1.060302e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79757 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10603271.000000 Penalty: 5600.617676
	Iteration 11Q: 3 clusters Score -1.060327e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10603370.000000 Penalty: 5600.617676
	Iteration 12Q: 3 clusters Score -1.060337e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10603431.000000 Penalty: 5600.617676
	Iteration 13Q: 3 clusters Score -1.060343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10603468.000000 Penalty: 5600.617676
	Iteration 14Q: 3 clusters Score -1.060347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10603513.000000 Penalty: 5600.617676
	Iteration 15Q: 3 clusters Score -1.060351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10603540.000000 Penalty: 5600.617676
	Iteration 16Q: 3 clusters Score -1.060354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10603553.000000 Penalty: 5600.617676
	Iteration 17Q: 3 clusters Score -1.060355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10603569.000000 Penalty: 5600.617676
	Iteration 18Q: 3 clusters Score -1.060357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10603573.000000 Penalty: 5600.617676
	Iteration 19Q: 3 clusters Score -1.060357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10603582.000000 Penalty: 5600.617676
	Iteration 20F: 3 clusters Score -1.060358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10603585.000000 Penalty: 5600.617676
	Iteration 21Q: 3 clusters Score -1.060358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10603585.000000 Penalty: 5600.617676
	Iteration 22Q: 3 clusters Score -1.060358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10603586.000000 Penalty: 5600.617676
	Iteration 23Q: 3 clusters Score -1.060359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10603586.000000 Penalty: 5600.617676
	Iteration 24F: 3 clusters Score -1.060359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Entering Unmasked Estep 
Score: -4758017.000000 Penalty: 2604.869141
	Iteration 0F: 2 clusters Score -4758017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -4733317.500000 Penalty: 5209.738281
	Iteration 0F: 3 clusters Score -4733318 nChanged 16487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4742443.500000 Penalty: 5209.738281
	Iteration 1F: 3 clusters Score -4742444 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4743109.500000 Penalty: 5209.738281
	Iteration 2Q: 3 clusters Score -4743110 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4743852.000000 Penalty: 5209.738281
	Iteration 3Q: 3 clusters Score -4743852 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4744774.000000 Penalty: 5209.738281
	Iteration 4Q: 3 clusters Score -4744774 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4745958.500000 Penalty: 5209.738281
	Iteration 5F: 3 clusters Score -4745958 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4747355.000000 Penalty: 5209.738281
	Iteration 6F: 3 clusters Score -4747355 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4748839.500000 Penalty: 5209.738281
	Iteration 7F: 3 clusters Score -4748840 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4750277.000000 Penalty: 5209.738281
	Iteration 8F: 3 clusters Score -4750277 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -4751537.500000 Penalty: 5209.738281
	Iteration 9Q: 3 clusters Score -4751538 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4752675.000000 Penalty: 5209.738281
	Iteration 10Q: 3 clusters Score -4752675 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4753593.000000 Penalty: 5209.738281
	Iteration 11Q: 3 clusters Score -4753593 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4754350.000000 Penalty: 5209.738281
	Iteration 12Q: 3 clusters Score -4754350 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4754819.500000 Penalty: 5209.738281
	Iteration 13Q: 3 clusters Score -4754820 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4755126.000000 Penalty: 5209.738281
	Iteration 14Q: 3 clusters Score -4755126 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4755322.000000 Penalty: 5209.738281
	Iteration 15Q: 3 clusters Score -4755322 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4755431.000000 Penalty: 5209.738281
	Iteration 16Q: 3 clusters Score -4755431 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4755521.500000 Penalty: 5209.738281
	Iteration 17Q: 3 clusters Score -4755522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4755589.000000 Penalty: 5209.738281
	Iteration 18Q: 3 clusters Score -4755589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4755627.000000 Penalty: 5209.738281
	Iteration 19Q: 3 clusters Score -4755627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4755651.500000 Penalty: 5209.738281
	Iteration 20F: 3 clusters Score -4755652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4755659.500000 Penalty: 5209.738281
	Iteration 21Q: 3 clusters Score -4755660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4755688.000000 Penalty: 5209.738281
	Iteration 22Q: 3 clusters Score -4755688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4755697.000000 Penalty: 5209.738281
	Iteration 23Q: 3 clusters Score -4755697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4755700.000000 Penalty: 5209.738281
	Iteration 24Q: 3 clusters Score -4755700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4755704.500000 Penalty: 5209.738281
	Iteration 25Q: 3 clusters Score -4755704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4755708.000000 Penalty: 5209.738281
	Iteration 26Q: 3 clusters Score -4755708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4755711.000000 Penalty: 5209.738281
	Iteration 27Q: 3 clusters Score -4755711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4755713.000000 Penalty: 5209.738281
	Iteration 28Q: 3 clusters Score -4755713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4755725.000000 Penalty: 5209.738281
	Iteration 29Q: 3 clusters Score -4755725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4755742.500000 Penalty: 5209.738281
	Iteration 30Q: 3 clusters Score -4755742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4755754.500000 Penalty: 5209.738281
	Iteration 31Q: 3 clusters Score -4755754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4755753.500000 Penalty: 5209.738281
	Iteration 32Q: 3 clusters Score -4755754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4755761.000000 Penalty: 5209.738281
	Iteration 33Q: 3 clusters Score -4755761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4755768.000000 Penalty: 5209.738281
	Iteration 34Q: 3 clusters Score -4755768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4755771.500000 Penalty: 5209.738281
	Iteration 35Q: 3 clusters Score -4755772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4755771.500000 Penalty: 5209.738281
	Iteration 36F: 3 clusters Score -4755772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Entering Unmasked Estep 
Score: -674072.375000 Penalty: 2128.718506
	Iteration 0F: 2 clusters Score -674072.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -669307.437500 Penalty: 4257.437012
	Iteration 0F: 3 clusters Score -669307.4 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -670713.812500 Penalty: 4257.437012
	Iteration 1F: 3 clusters Score -670713.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -671347.500000 Penalty: 4257.437012
	Iteration 2F: 3 clusters Score -671347.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -671904.125000 Penalty: 4257.437012
	Iteration 3F: 3 clusters Score -671904.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -672452.687500 Penalty: 4257.437012
	Iteration 4F: 3 clusters Score -672452.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -673079.812500 Penalty: 4257.437012
	Iteration 5F: 3 clusters Score -673079.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -673679.625000 Penalty: 4257.437012
	Iteration 6F: 3 clusters Score -673679.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -674218.812500 Penalty: 4257.437012
	Iteration 7F: 3 clusters Score -674218.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -674571.062500 Penalty: 4257.437012
	Iteration 8Q: 3 clusters Score -674571.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -674712.500000 Penalty: 4257.437012
	Iteration 9Q: 3 clusters Score -674712.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -674774.000000 Penalty: 4257.437012
	Iteration 10Q: 3 clusters Score -674774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -674798.750000 Penalty: 4257.437012
	Iteration 11Q: 3 clusters Score -674798.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -674811.937500 Penalty: 4257.437012
	Iteration 12Q: 3 clusters Score -674811.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -674821.062500 Penalty: 4257.437012
	Iteration 13Q: 3 clusters Score -674821.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -674827.937500 Penalty: 4257.437012
	Iteration 14Q: 3 clusters Score -674827.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -674828.125000 Penalty: 4257.437012
	Iteration 15Q: 3 clusters Score -674828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -674828.187500 Penalty: 4257.437012
	Iteration 16Q: 3 clusters Score -674828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -674830.500000 Penalty: 4257.437012
	Iteration 17Q: 3 clusters Score -674830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -674833.437500 Penalty: 4257.437012
	Iteration 18Q: 3 clusters Score -674833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -674833.437500 Penalty: 4257.437012
	Iteration 19F: 3 clusters Score -674833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 170078 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225738 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189278 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 45423 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 49342 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 36443 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39700 members 
Mstep: Class 23 contains 22275 members 
Mstep: Class 24 contains 27603 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 2174 members 
Entering Unmasked Estep 
Score: -133226256.000000 Penalty: 89259.242188
Splitting cluster 19 changes total score from -133226880.000000 to -133226256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -851995.562500 Penalty: 2166.489990
	Iteration 0F: 2 clusters Score -851995.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -846684.500000 Penalty: 4332.979980
	Iteration 0F: 3 clusters Score -846684.5 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -848038.875000 Penalty: 4332.979980
	Iteration 1F: 3 clusters Score -848038.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -848256.062500 Penalty: 4332.979980
	Iteration 2F: 3 clusters Score -848256.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -848375.625000 Penalty: 4332.979980
	Iteration 3Q: 3 clusters Score -848375.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -848456.000000 Penalty: 4332.979980
	Iteration 4Q: 3 clusters Score -848456 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -848523.375000 Penalty: 4332.979980
	Iteration 5Q: 3 clusters Score -848523.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -848571.000000 Penalty: 4332.979980
	Iteration 6Q: 3 clusters Score -848571 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -848614.375000 Penalty: 4332.979980
	Iteration 7Q: 3 clusters Score -848614.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -848658.562500 Penalty: 4332.979980
	Iteration 8Q: 3 clusters Score -848658.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -848700.437500 Penalty: 4332.979980
	Iteration 9Q: 3 clusters Score -848700.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -848738.437500 Penalty: 4332.979980
	Iteration 10Q: 3 clusters Score -848738.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -848775.187500 Penalty: 4332.979980
	Iteration 11Q: 3 clusters Score -848775.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -848816.687500 Penalty: 4332.979980
	Iteration 12Q: 3 clusters Score -848816.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -848860.062500 Penalty: 4332.979980
	Iteration 13Q: 3 clusters Score -848860.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -848917.250000 Penalty: 4332.979980
	Iteration 14Q: 3 clusters Score -848917.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -848963.000000 Penalty: 4332.979980
	Iteration 15Q: 3 clusters Score -848963 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -849021.000000 Penalty: 4332.979980
	Iteration 16Q: 3 clusters Score -849021 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -849085.625000 Penalty: 4332.979980
	Iteration 17Q: 3 clusters Score -849085.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -849161.187500 Penalty: 4332.979980
	Iteration 18Q: 3 clusters Score -849161.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -849245.937500 Penalty: 4332.979980
	Iteration 19Q: 3 clusters Score -849245.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -849337.125000 Penalty: 4332.979980
	Iteration 20F: 3 clusters Score -849337.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -849433.000000 Penalty: 4332.979980
	Iteration 21Q: 3 clusters Score -849433 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -849521.250000 Penalty: 4332.979980
	Iteration 22Q: 3 clusters Score -849521.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -849605.937500 Penalty: 4332.979980
	Iteration 23Q: 3 clusters Score -849605.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -849685.500000 Penalty: 4332.979980
	Iteration 24Q: 3 clusters Score -849685.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -849758.437500 Penalty: 4332.979980
	Iteration 25Q: 3 clusters Score -849758.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -849827.687500 Penalty: 4332.979980
	Iteration 26Q: 3 clusters Score -849827.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -849877.250000 Penalty: 4332.979980
	Iteration 27Q: 3 clusters Score -849877.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -849909.187500 Penalty: 4332.979980
	Iteration 28Q: 3 clusters Score -849909.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -849929.500000 Penalty: 4332.979980
	Iteration 29Q: 3 clusters Score -849929.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -849951.812500 Penalty: 4332.979980
	Iteration 30Q: 3 clusters Score -849951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -849963.812500 Penalty: 4332.979980
	Iteration 31Q: 3 clusters Score -849963.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -849978.312500 Penalty: 4332.979980
	Iteration 32Q: 3 clusters Score -849978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -849987.750000 Penalty: 4332.979980
	Iteration 33Q: 3 clusters Score -849987.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -849998.187500 Penalty: 4332.979980
	Iteration 34Q: 3 clusters Score -849998.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -850005.875000 Penalty: 4332.979980
	Iteration 35Q: 3 clusters Score -850005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -850016.750000 Penalty: 4332.979980
	Iteration 36Q: 3 clusters Score -850016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -850029.250000 Penalty: 4332.979980
	Iteration 37Q: 3 clusters Score -850029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -850042.687500 Penalty: 4332.979980
	Iteration 38Q: 3 clusters Score -850042.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -850053.875000 Penalty: 4332.979980
	Iteration 39Q: 3 clusters Score -850053.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -850060.625000 Penalty: 4332.979980
	Iteration 40F: 3 clusters Score -850060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -850065.937500 Penalty: 4332.979980
	Iteration 41Q: 3 clusters Score -850065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -850070.562500 Penalty: 4332.979980
	Iteration 42Q: 3 clusters Score -850070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -850078.625000 Penalty: 4332.979980
	Iteration 43Q: 3 clusters Score -850078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -850079.625000 Penalty: 4332.979980
	Iteration 44Q: 3 clusters Score -850079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -850081.562500 Penalty: 4332.979980
	Iteration 45Q: 3 clusters Score -850081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -850082.875000 Penalty: 4332.979980
	Iteration 46Q: 3 clusters Score -850082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -850083.375000 Penalty: 4332.979980
	Iteration 47Q: 3 clusters Score -850083.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -850083.375000 Penalty: 4332.979980
	Iteration 48F: 3 clusters Score -850083.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -24449.433594 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -24449.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23333.939453 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -23333.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23607.884766 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -23607.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23778.419922 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -23778.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23844.923828 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -23844.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23855.845703 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -23855.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23855.845703 Penalty: 2769.414062
	Iteration 5F: 3 clusters Score -23855.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Entering Unmasked Estep 
Score: -5149153.000000 Penalty: 2626.098389
	Iteration 0F: 2 clusters Score -5149153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -5122298.000000 Penalty: 5252.196777
	Iteration 0F: 3 clusters Score -5122298 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5132211.500000 Penalty: 5252.196777
	Iteration 1F: 3 clusters Score -5132212 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5132677.000000 Penalty: 5252.196777
	Iteration 2Q: 3 clusters Score -5132677 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5133099.500000 Penalty: 5252.196777
	Iteration 3Q: 3 clusters Score -5133100 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -5133494.500000 Penalty: 5252.196777
	Iteration 4Q: 3 clusters Score -5133494 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -5133944.500000 Penalty: 5252.196777
	Iteration 5Q: 3 clusters Score -5133944 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5134496.500000 Penalty: 5252.196777
	Iteration 6Q: 3 clusters Score -5134496 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -5135255.500000 Penalty: 5252.196777
	Iteration 7Q: 3 clusters Score -5135256 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5136320.000000 Penalty: 5252.196777
	Iteration 8Q: 3 clusters Score -5136320 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -5137739.000000 Penalty: 5252.196777
	Iteration 9F: 3 clusters Score -5137739 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -5139414.000000 Penalty: 5252.196777
	Iteration 10F: 3 clusters Score -5139414 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -5141233.000000 Penalty: 5252.196777
	Iteration 11F: 3 clusters Score -5141233 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5142966.500000 Penalty: 5252.196777
	Iteration 12F: 3 clusters Score -5142966 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -5144455.000000 Penalty: 5252.196777
	Iteration 13Q: 3 clusters Score -5144455 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5145572.500000 Penalty: 5252.196777
	Iteration 14Q: 3 clusters Score -5145572 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5146250.500000 Penalty: 5252.196777
	Iteration 15Q: 3 clusters Score -5146250 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5146592.000000 Penalty: 5252.196777
	Iteration 16Q: 3 clusters Score -5146592 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5146767.000000 Penalty: 5252.196777
	Iteration 17Q: 3 clusters Score -5146767 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -5146848.000000 Penalty: 5252.196777
	Iteration 18Q: 3 clusters Score -5146848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5146884.500000 Penalty: 5252.196777
	Iteration 19Q: 3 clusters Score -5146884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -5146918.000000 Penalty: 5252.196777
	Iteration 20F: 3 clusters Score -5146918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5146939.500000 Penalty: 5252.196777
	Iteration 21Q: 3 clusters Score -5146940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -5146959.500000 Penalty: 5252.196777
	Iteration 22Q: 3 clusters Score -5146960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5146977.500000 Penalty: 5252.196777
	Iteration 23Q: 3 clusters Score -5146978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5146993.500000 Penalty: 5252.196777
	Iteration 24Q: 3 clusters Score -5146994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -5147000.000000 Penalty: 5252.196777
	Iteration 25Q: 3 clusters Score -5147000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5147011.000000 Penalty: 5252.196777
	Iteration 26Q: 3 clusters Score -5147011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -5147018.500000 Penalty: 5252.196777
	Iteration 27Q: 3 clusters Score -5147018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5147016.500000 Penalty: 5252.196777
	Iteration 28Q: 3 clusters Score -5147016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5147014.000000 Penalty: 5252.196777
	Iteration 29Q: 3 clusters Score -5147014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5147017.500000 Penalty: 5252.196777
	Iteration 30Q: 3 clusters Score -5147018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5147024.000000 Penalty: 5252.196777
	Iteration 31Q: 3 clusters Score -5147024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5147024.000000 Penalty: 5252.196777
	Iteration 32F: 3 clusters Score -5147024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Entering Unmasked Estep 
Score: -3000235.750000 Penalty: 2482.782471
	Iteration 0F: 2 clusters Score -3000236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2984687.250000 Penalty: 4965.564941
	Iteration 0F: 3 clusters Score -2984687 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2989983.500000 Penalty: 4965.564941
	Iteration 1F: 3 clusters Score -2989984 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2990441.750000 Penalty: 4965.564941
	Iteration 2F: 3 clusters Score -2990442 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2990851.250000 Penalty: 4965.564941
	Iteration 3Q: 3 clusters Score -2990851 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2991297.000000 Penalty: 4965.564941
	Iteration 4Q: 3 clusters Score -2991297 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2991753.750000 Penalty: 4965.564941
	Iteration 5Q: 3 clusters Score -2991754 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2992242.250000 Penalty: 4965.564941
	Iteration 6Q: 3 clusters Score -2992242 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2992693.250000 Penalty: 4965.564941
	Iteration 7Q: 3 clusters Score -2992693 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2993158.250000 Penalty: 4965.564941
	Iteration 8Q: 3 clusters Score -2993158 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2993648.750000 Penalty: 4965.564941
	Iteration 9Q: 3 clusters Score -2993649 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2994117.500000 Penalty: 4965.564941
	Iteration 10Q: 3 clusters Score -2994118 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2994541.750000 Penalty: 4965.564941
	Iteration 11Q: 3 clusters Score -2994542 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2994994.750000 Penalty: 4965.564941
	Iteration 12Q: 3 clusters Score -2994995 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2995356.500000 Penalty: 4965.564941
	Iteration 13Q: 3 clusters Score -2995356 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2995662.500000 Penalty: 4965.564941
	Iteration 14Q: 3 clusters Score -2995662 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2995916.500000 Penalty: 4965.564941
	Iteration 15Q: 3 clusters Score -2995916 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2996120.750000 Penalty: 4965.564941
	Iteration 16Q: 3 clusters Score -2996121 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2996284.250000 Penalty: 4965.564941
	Iteration 17Q: 3 clusters Score -2996284 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2996427.000000 Penalty: 4965.564941
	Iteration 18Q: 3 clusters Score -2996427 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2996565.750000 Penalty: 4965.564941
	Iteration 19Q: 3 clusters Score -2996566 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2996690.250000 Penalty: 4965.564941
	Iteration 20F: 3 clusters Score -2996690 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2996809.000000 Penalty: 4965.564941
	Iteration 21Q: 3 clusters Score -2996809 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2996914.000000 Penalty: 4965.564941
	Iteration 22Q: 3 clusters Score -2996914 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2997005.500000 Penalty: 4965.564941
	Iteration 23Q: 3 clusters Score -2997006 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2997100.750000 Penalty: 4965.564941
	Iteration 24Q: 3 clusters Score -2997101 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2997190.500000 Penalty: 4965.564941
	Iteration 25Q: 3 clusters Score -2997190 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2997286.500000 Penalty: 4965.564941
	Iteration 26Q: 3 clusters Score -2997286 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2997362.250000 Penalty: 4965.564941
	Iteration 27Q: 3 clusters Score -2997362 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2997447.000000 Penalty: 4965.564941
	Iteration 28Q: 3 clusters Score -2997447 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2997502.250000 Penalty: 4965.564941
	Iteration 29Q: 3 clusters Score -2997502 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2997567.000000 Penalty: 4965.564941
	Iteration 30Q: 3 clusters Score -2997567 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2997608.750000 Penalty: 4965.564941
	Iteration 31Q: 3 clusters Score -2997609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2997661.500000 Penalty: 4965.564941
	Iteration 32Q: 3 clusters Score -2997662 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2997711.250000 Penalty: 4965.564941
	Iteration 33Q: 3 clusters Score -2997711 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2997741.500000 Penalty: 4965.564941
	Iteration 34Q: 3 clusters Score -2997742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2997789.250000 Penalty: 4965.564941
	Iteration 35Q: 3 clusters Score -2997789 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2997834.500000 Penalty: 4965.564941
	Iteration 36Q: 3 clusters Score -2997834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2997871.250000 Penalty: 4965.564941
	Iteration 37Q: 3 clusters Score -2997871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2997914.000000 Penalty: 4965.564941
	Iteration 38Q: 3 clusters Score -2997914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2997946.250000 Penalty: 4965.564941
	Iteration 39Q: 3 clusters Score -2997946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2997970.500000 Penalty: 4965.564941
	Iteration 40F: 3 clusters Score -2997970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2997987.000000 Penalty: 4965.564941
	Iteration 41Q: 3 clusters Score -2997987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2998013.750000 Penalty: 4965.564941
	Iteration 42Q: 3 clusters Score -2998014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2998036.500000 Penalty: 4965.564941
	Iteration 43Q: 3 clusters Score -2998036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2998045.000000 Penalty: 4965.564941
	Iteration 44Q: 3 clusters Score -2998045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2998050.250000 Penalty: 4965.564941
	Iteration 45Q: 3 clusters Score -2998050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2998058.000000 Penalty: 4965.564941
	Iteration 46Q: 3 clusters Score -2998058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2998072.000000 Penalty: 4965.564941
	Iteration 47Q: 3 clusters Score -2998072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2998079.750000 Penalty: 4965.564941
	Iteration 48Q: 3 clusters Score -2998080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2998083.000000 Penalty: 4965.564941
	Iteration 49Q: 3 clusters Score -2998083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2998087.500000 Penalty: 4965.564941
	Iteration 50Q: 3 clusters Score -2998088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2998087.500000 Penalty: 4965.564941
	Iteration 51Q: 3 clusters Score -2998088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2998094.500000 Penalty: 4965.564941
	Iteration 52Q: 3 clusters Score -2998094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2998095.250000 Penalty: 4965.564941
	Iteration 53Q: 3 clusters Score -2998095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2998095.250000 Penalty: 4965.564941
	Iteration 54F: 3 clusters Score -2998095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Entering Unmasked Estep 
Score: -3712083.500000 Penalty: 2535.968506
	Iteration 0F: 2 clusters Score -3712084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3692936.750000 Penalty: 5071.937012
	Iteration 0F: 3 clusters Score -3692937 nChanged 12443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3699685.250000 Penalty: 5071.937012
	Iteration 1F: 3 clusters Score -3699685 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3700105.000000 Penalty: 5071.937012
	Iteration 2Q: 3 clusters Score -3700105 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3700479.000000 Penalty: 5071.937012
	Iteration 3Q: 3 clusters Score -3700479 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3700951.000000 Penalty: 5071.937012
	Iteration 4Q: 3 clusters Score -3700951 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3701714.000000 Penalty: 5071.937012
	Iteration 5Q: 3 clusters Score -3701714 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3702746.500000 Penalty: 5071.937012
	Iteration 6F: 3 clusters Score -3702746 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3704160.250000 Penalty: 5071.937012
	Iteration 7F: 3 clusters Score -3704160 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3705861.500000 Penalty: 5071.937012
	Iteration 8F: 3 clusters Score -3705862 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3707761.250000 Penalty: 5071.937012
	Iteration 9F: 3 clusters Score -3707761 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3709312.750000 Penalty: 5071.937012
	Iteration 10F: 3 clusters Score -3709313 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3710357.250000 Penalty: 5071.937012
	Iteration 11Q: 3 clusters Score -3710357 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3711009.750000 Penalty: 5071.937012
	Iteration 12Q: 3 clusters Score -3711010 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3711384.250000 Penalty: 5071.937012
	Iteration 13Q: 3 clusters Score -3711384 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3711617.750000 Penalty: 5071.937012
	Iteration 14Q: 3 clusters Score -3711618 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3711727.250000 Penalty: 5071.937012
	Iteration 15Q: 3 clusters Score -3711727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3711790.500000 Penalty: 5071.937012
	Iteration 16Q: 3 clusters Score -3711790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3711824.000000 Penalty: 5071.937012
	Iteration 17Q: 3 clusters Score -3711824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3711828.750000 Penalty: 5071.937012
	Iteration 18Q: 3 clusters Score -3711829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3711849.500000 Penalty: 5071.937012
	Iteration 19Q: 3 clusters Score -3711850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3711857.750000 Penalty: 5071.937012
	Iteration 20F: 3 clusters Score -3711858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3711857.250000 Penalty: 5071.937012
	Iteration 21Q: 3 clusters Score -3711857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3711864.750000 Penalty: 5071.937012
	Iteration 22Q: 3 clusters Score -3711865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3711866.000000 Penalty: 5071.937012
	Iteration 23Q: 3 clusters Score -3711866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3711866.000000 Penalty: 5071.937012
	Iteration 24F: 3 clusters Score -3711866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -281060.281250 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -281060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -278348.750000 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -278348.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -278992.187500 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -278992.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279264.031250 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -279264 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -279582.093750 Penalty: 3818.672363
	Iteration 3F: 3 clusters Score -279582.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -279876.656250 Penalty: 3818.672363
	Iteration 4F: 3 clusters Score -279876.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -280234.375000 Penalty: 3818.672363
	Iteration 5F: 3 clusters Score -280234.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -280565.843750 Penalty: 3818.672363
	Iteration 6F: 3 clusters Score -280565.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -280966.593750 Penalty: 3818.672363
	Iteration 7F: 3 clusters Score -280966.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -281227.406250 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -281227.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -281306.906250 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -281306.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -281321.781250 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -281321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -281326.750000 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -281326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -281326.750000 Penalty: 3818.672363
	Iteration 12F: 3 clusters Score -281326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 170078 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225738 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189278 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 45423 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 49342 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 36443 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39700 members 
Mstep: Class 23 contains 22275 members 
Mstep: Class 24 contains 27603 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 1181 members 
Entering Unmasked Estep 
Score: -133225432.000000 Penalty: 89259.242188
Splitting cluster 25 changes total score from -133226880.000000 to -133225432.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 170078 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225738 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189278 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 45423 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 49342 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 36443 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39700 members 
Mstep: Class 23 contains 22275 members 
Mstep: Class 24 contains 27603 members 
Mstep: Class 25 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226696.000000 Penalty: 85826.195312
Iteration 79Q: 26 clusters Score -1.332267e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 169966 members 
Mstep: Class 4 contains 19802 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225724 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189287 members 
Mstep: Class 9 contains 3244 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 45456 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 49380 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 79279 members 
Mstep: Class 17 contains 80243 members 
Mstep: Class 18 contains 36464 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 6220 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 39709 members 
Mstep: Class 23 contains 22272 members 
Mstep: Class 24 contains 27609 members 
Mstep: Class 25 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226808.000000 Penalty: 85826.195312
Iteration 80F: 26 clusters Score -1.332268e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 169876 members 
Mstep: Class 4 contains 19803 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225721 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189307 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 45502 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 49428 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8336 members 
Mstep: Class 16 contains 79184 members 
Mstep: Class 17 contains 80307 members 
Mstep: Class 18 contains 36478 members 
Mstep: Class 19 contains 5353 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 39723 members 
Mstep: Class 23 contains 22257 members 
Mstep: Class 24 contains 27608 members 
Mstep: Class 25 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227072.000000 Penalty: 85826.195312
Iteration 81Q: 26 clusters Score -1.332271e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 169760 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225743 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189320 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 45538 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 49483 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8325 members 
Mstep: Class 16 contains 79111 members 
Mstep: Class 17 contains 80383 members 
Mstep: Class 18 contains 36476 members 
Mstep: Class 19 contains 5358 members 
Mstep: Class 20 contains 6212 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39743 members 
Mstep: Class 23 contains 22241 members 
Mstep: Class 24 contains 27601 members 
Mstep: Class 25 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227368.000000 Penalty: 85826.195312
Iteration 82Q: 26 clusters Score -1.332274e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 169609 members 
Mstep: Class 4 contains 19792 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225760 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189323 members 
Mstep: Class 9 contains 3246 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 45565 members 
Mstep: Class 12 contains 2548 members 
Mstep: Class 13 contains 49531 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 79037 members 
Mstep: Class 17 contains 80489 members 
Mstep: Class 18 contains 36482 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 6213 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39764 members 
Mstep: Class 23 contains 22222 members 
Mstep: Class 24 contains 27602 members 
Mstep: Class 25 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227376.000000 Penalty: 85826.195312
Iteration 83Q: 26 clusters Score -1.332274e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 169486 members 
Mstep: Class 4 contains 19782 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225789 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189338 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 45574 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 49560 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 78964 members 
Mstep: Class 17 contains 80610 members 
Mstep: Class 18 contains 36503 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 6210 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39772 members 
Mstep: Class 23 contains 22203 members 
Mstep: Class 24 contains 27598 members 
Mstep: Class 25 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227392.000000 Penalty: 85826.195312
Iteration 84Q: 26 clusters Score -1.332274e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 169370 members 
Mstep: Class 4 contains 19781 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225785 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189357 members 
Mstep: Class 9 contains 3251 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 45606 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 49593 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8295 members 
Mstep: Class 16 contains 78885 members 
Mstep: Class 17 contains 80703 members 
Mstep: Class 18 contains 36535 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39784 members 
Mstep: Class 23 contains 22186 members 
Mstep: Class 24 contains 27597 members 
Mstep: Class 25 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227352.000000 Penalty: 85826.195312
Iteration 85Q: 26 clusters Score -1.332274e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 169245 members 
Mstep: Class 4 contains 19782 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225794 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189368 members 
Mstep: Class 9 contains 3258 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 45618 members 
Mstep: Class 12 contains 2540 members 
Mstep: Class 13 contains 49619 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8277 members 
Mstep: Class 16 contains 78814 members 
Mstep: Class 17 contains 80800 members 
Mstep: Class 18 contains 36587 members 
Mstep: Class 19 contains 5394 members 
Mstep: Class 20 contains 6206 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39795 members 
Mstep: Class 23 contains 22177 members 
Mstep: Class 24 contains 27591 members 
Mstep: Class 25 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227432.000000 Penalty: 85826.195312
Iteration 86Q: 26 clusters Score -1.332274e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 169125 members 
Mstep: Class 4 contains 19780 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225805 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189376 members 
Mstep: Class 9 contains 3264 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 45640 members 
Mstep: Class 12 contains 2537 members 
Mstep: Class 13 contains 49654 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8267 members 
Mstep: Class 16 contains 78760 members 
Mstep: Class 17 contains 80875 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 5392 members 
Mstep: Class 20 contains 6200 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39806 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 27585 members 
Mstep: Class 25 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227608.000000 Penalty: 85826.195312
Iteration 87Q: 26 clusters Score -1.332276e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 169016 members 
Mstep: Class 4 contains 19777 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225797 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189397 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 45656 members 
Mstep: Class 12 contains 2530 members 
Mstep: Class 13 contains 49670 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8260 members 
Mstep: Class 16 contains 78718 members 
Mstep: Class 17 contains 80955 members 
Mstep: Class 18 contains 36665 members 
Mstep: Class 19 contains 5393 members 
Mstep: Class 20 contains 6195 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39823 members 
Mstep: Class 23 contains 22159 members 
Mstep: Class 24 contains 27579 members 
Mstep: Class 25 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227680.000000 Penalty: 85826.195312
Iteration 88Q: 26 clusters Score -1.332277e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8278 members 
Mstep: Class 3 contains 168927 members 
Mstep: Class 4 contains 19769 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225785 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189411 members 
Mstep: Class 9 contains 3271 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 45667 members 
Mstep: Class 12 contains 2529 members 
Mstep: Class 13 contains 49684 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8260 members 
Mstep: Class 16 contains 78663 members 
Mstep: Class 17 contains 81013 members 
Mstep: Class 18 contains 36709 members 
Mstep: Class 19 contains 5393 members 
Mstep: Class 20 contains 6197 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39841 members 
Mstep: Class 23 contains 22160 members 
Mstep: Class 24 contains 27573 members 
Mstep: Class 25 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227584.000000 Penalty: 85826.195312
Iteration 89Q: 26 clusters Score -1.332276e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 168855 members 
Mstep: Class 4 contains 19761 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225773 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189419 members 
Mstep: Class 9 contains 3272 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 45686 members 
Mstep: Class 12 contains 2528 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8258 members 
Mstep: Class 16 contains 78613 members 
Mstep: Class 17 contains 81058 members 
Mstep: Class 18 contains 36756 members 
Mstep: Class 19 contains 5392 members 
Mstep: Class 20 contains 6197 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39867 members 
Mstep: Class 23 contains 22153 members 
Mstep: Class 24 contains 27570 members 
Mstep: Class 25 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227800.000000 Penalty: 85826.195312
Iteration 90Q: 26 clusters Score -1.332278e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 168742 members 
Mstep: Class 4 contains 19759 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225770 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189433 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 45692 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8250 members 
Mstep: Class 16 contains 78581 members 
Mstep: Class 17 contains 81111 members 
Mstep: Class 18 contains 36816 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 6197 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39875 members 
Mstep: Class 23 contains 22139 members 
Mstep: Class 24 contains 27570 members 
Mstep: Class 25 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227872.000000 Penalty: 85826.195312
Iteration 91Q: 26 clusters Score -1.332279e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 168646 members 
Mstep: Class 4 contains 19754 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225728 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189450 members 
Mstep: Class 9 contains 3276 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 45710 members 
Mstep: Class 12 contains 2525 members 
Mstep: Class 13 contains 49740 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8241 members 
Mstep: Class 16 contains 78540 members 
Mstep: Class 17 contains 81199 members 
Mstep: Class 18 contains 36858 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 6197 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39893 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 27569 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227984.000000 Penalty: 85826.195312
Iteration 92Q: 26 clusters Score -1.33228e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 168540 members 
Mstep: Class 4 contains 19753 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225714 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189448 members 
Mstep: Class 9 contains 3279 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 11 contains 45729 members 
Mstep: Class 12 contains 2525 members 
Mstep: Class 13 contains 49754 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8233 members 
Mstep: Class 16 contains 78491 members 
Mstep: Class 17 contains 81280 members 
Mstep: Class 18 contains 36905 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 6199 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39902 members 
Mstep: Class 23 contains 22132 members 
Mstep: Class 24 contains 27575 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227992.000000 Penalty: 85826.195312
Iteration 93Q: 26 clusters Score -1.33228e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 168448 members 
Mstep: Class 4 contains 19751 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225702 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189449 members 
Mstep: Class 9 contains 3280 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 45749 members 
Mstep: Class 12 contains 2522 members 
Mstep: Class 13 contains 49763 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 78460 members 
Mstep: Class 17 contains 81333 members 
Mstep: Class 18 contains 36976 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 6203 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39901 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27578 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227944.000000 Penalty: 85826.195312
Iteration 94Q: 26 clusters Score -1.332279e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8270 members 
Mstep: Class 3 contains 168369 members 
Mstep: Class 4 contains 19745 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225669 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189450 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 45776 members 
Mstep: Class 12 contains 2521 members 
Mstep: Class 13 contains 49774 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 78426 members 
Mstep: Class 17 contains 81391 members 
Mstep: Class 18 contains 37039 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 6213 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39909 members 
Mstep: Class 23 contains 22118 members 
Mstep: Class 24 contains 27581 members 
Mstep: Class 25 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227856.000000 Penalty: 85826.195312
Iteration 95Q: 26 clusters Score -1.332279e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8269 members 
Mstep: Class 3 contains 168284 members 
Mstep: Class 4 contains 19737 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225619 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189448 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 45788 members 
Mstep: Class 12 contains 2521 members 
Mstep: Class 13 contains 49797 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8171 members 
Mstep: Class 16 contains 78411 members 
Mstep: Class 17 contains 81463 members 
Mstep: Class 18 contains 37101 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 6214 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39917 members 
Mstep: Class 23 contains 22111 members 
Mstep: Class 24 contains 27584 members 
Mstep: Class 25 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227976.000000 Penalty: 85826.195312
Iteration 96Q: 26 clusters Score -1.33228e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8269 members 
Mstep: Class 3 contains 168194 members 
Mstep: Class 4 contains 19732 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225580 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189455 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 45801 members 
Mstep: Class 12 contains 2520 members 
Mstep: Class 13 contains 49813 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8154 members 
Mstep: Class 16 contains 78390 members 
Mstep: Class 17 contains 81547 members 
Mstep: Class 18 contains 37148 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 6214 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39919 members 
Mstep: Class 23 contains 22099 members 
Mstep: Class 24 contains 27591 members 
Mstep: Class 25 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227832.000000 Penalty: 85826.195312
Iteration 97Q: 26 clusters Score -1.332278e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 168055 members 
Mstep: Class 4 contains 19730 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225558 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189452 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 45830 members 
Mstep: Class 12 contains 2519 members 
Mstep: Class 13 contains 49841 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8134 members 
Mstep: Class 16 contains 78388 members 
Mstep: Class 17 contains 81622 members 
Mstep: Class 18 contains 37197 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 6214 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39925 members 
Mstep: Class 23 contains 22095 members 
Mstep: Class 24 contains 27593 members 
Mstep: Class 25 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227704.000000 Penalty: 85826.195312
Iteration 98Q: 26 clusters Score -1.332277e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 167908 members 
Mstep: Class 4 contains 19724 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225528 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189454 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 45867 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 49858 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8119 members 
Mstep: Class 16 contains 78370 members 
Mstep: Class 17 contains 81705 members 
Mstep: Class 18 contains 37244 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39930 members 
Mstep: Class 23 contains 22104 members 
Mstep: Class 24 contains 27596 members 
Mstep: Class 25 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227768.000000 Penalty: 85826.195312
Iteration 99Q: 26 clusters Score -1.332278e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167771 members 
Mstep: Class 4 contains 19721 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225471 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189459 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 45885 members 
Mstep: Class 12 contains 2516 members 
Mstep: Class 13 contains 49876 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8099 members 
Mstep: Class 16 contains 78377 members 
Mstep: Class 17 contains 81789 members 
Mstep: Class 18 contains 37300 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39945 members 
Mstep: Class 23 contains 22106 members 
Mstep: Class 24 contains 27605 members 
Mstep: Class 25 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227968.000000 Penalty: 85826.195312
Iteration 100F: 26 clusters Score -1.33228e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167666 members 
Mstep: Class 4 contains 19717 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225413 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189468 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 45901 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 49890 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8087 members 
Mstep: Class 16 contains 78374 members 
Mstep: Class 17 contains 81856 members 
Mstep: Class 18 contains 37353 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 6216 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39962 members 
Mstep: Class 23 contains 22106 members 
Mstep: Class 24 contains 27610 members 
Mstep: Class 25 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227992.000000 Penalty: 85826.195312
Iteration 101Q: 26 clusters Score -1.33228e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167559 members 
Mstep: Class 4 contains 19710 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225374 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189463 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 45937 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 13 contains 49913 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 78366 members 
Mstep: Class 17 contains 81920 members 
Mstep: Class 18 contains 37388 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 6220 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39970 members 
Mstep: Class 23 contains 22105 members 
Mstep: Class 24 contains 27617 members 
Mstep: Class 25 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227952.000000 Penalty: 85826.195312
Iteration 102Q: 26 clusters Score -1.33228e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167476 members 
Mstep: Class 4 contains 19710 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225338 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189470 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 45976 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 49934 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8059 members 
Mstep: Class 16 contains 78345 members 
Mstep: Class 17 contains 81980 members 
Mstep: Class 18 contains 37397 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 6224 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39974 members 
Mstep: Class 23 contains 22104 members 
Mstep: Class 24 contains 27622 members 
Mstep: Class 25 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227888.000000 Penalty: 85826.195312
Iteration 103Q: 26 clusters Score -1.332279e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167401 members 
Mstep: Class 4 contains 19715 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225305 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189462 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 46003 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 13 contains 49964 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 78312 members 
Mstep: Class 17 contains 82036 members 
Mstep: Class 18 contains 37413 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 6230 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39976 members 
Mstep: Class 23 contains 22110 members 
Mstep: Class 24 contains 27629 members 
Mstep: Class 25 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227952.000000 Penalty: 85826.195312
Iteration 104Q: 26 clusters Score -1.33228e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167355 members 
Mstep: Class 4 contains 19721 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225261 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189473 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 46027 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 13 contains 49962 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8046 members 
Mstep: Class 16 contains 78274 members 
Mstep: Class 17 contains 82086 members 
Mstep: Class 18 contains 37442 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 6229 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39980 members 
Mstep: Class 23 contains 22118 members 
Mstep: Class 24 contains 27634 members 
Mstep: Class 25 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227832.000000 Penalty: 85826.195312
Iteration 105Q: 26 clusters Score -1.332278e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167322 members 
Mstep: Class 4 contains 19715 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225220 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189488 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 46047 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 13 contains 49974 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 78232 members 
Mstep: Class 17 contains 82134 members 
Mstep: Class 18 contains 37469 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 6221 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39986 members 
Mstep: Class 23 contains 22117 members 
Mstep: Class 24 contains 27640 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227672.000000 Penalty: 85826.195312
Iteration 106Q: 26 clusters Score -1.332277e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167302 members 
Mstep: Class 4 contains 19711 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 225151 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189501 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 46056 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 13 contains 49989 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8037 members 
Mstep: Class 16 contains 78205 members 
Mstep: Class 17 contains 82180 members 
Mstep: Class 18 contains 37488 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 39997 members 
Mstep: Class 23 contains 22121 members 
Mstep: Class 24 contains 27646 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227824.000000 Penalty: 85826.195312
Iteration 107Q: 26 clusters Score -1.332278e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167278 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 225070 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189510 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 46079 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 13 contains 50009 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8034 members 
Mstep: Class 16 contains 78180 members 
Mstep: Class 17 contains 82217 members 
Mstep: Class 18 contains 37501 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 6214 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40013 members 
Mstep: Class 23 contains 22127 members 
Mstep: Class 24 contains 27652 members 
Mstep: Class 25 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228040.000000 Penalty: 85826.195312
Iteration 108Q: 26 clusters Score -1.33228e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8266 members 
Mstep: Class 3 contains 167262 members 
Mstep: Class 4 contains 19714 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 225013 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189510 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 46106 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 50036 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8035 members 
Mstep: Class 16 contains 78155 members 
Mstep: Class 17 contains 82245 members 
Mstep: Class 18 contains 37498 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 6215 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40024 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27656 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227904.000000 Penalty: 85826.195312
Iteration 109Q: 26 clusters Score -1.332279e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167257 members 
Mstep: Class 4 contains 19716 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 224950 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189508 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 46138 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 13 contains 50053 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8029 members 
Mstep: Class 16 contains 78133 members 
Mstep: Class 17 contains 82273 members 
Mstep: Class 18 contains 37508 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40033 members 
Mstep: Class 23 contains 22129 members 
Mstep: Class 24 contains 27653 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227992.000000 Penalty: 85826.195312
Iteration 110Q: 26 clusters Score -1.33228e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167237 members 
Mstep: Class 4 contains 19715 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 224904 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189505 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 46163 members 
Mstep: Class 12 contains 2512 members 
Mstep: Class 13 contains 50067 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8029 members 
Mstep: Class 16 contains 78110 members 
Mstep: Class 17 contains 82301 members 
Mstep: Class 18 contains 37517 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40038 members 
Mstep: Class 23 contains 22132 members 
Mstep: Class 24 contains 27660 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228056.000000 Penalty: 85826.195312
Iteration 111Q: 26 clusters Score -1.332281e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 167205 members 
Mstep: Class 4 contains 19714 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 224862 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189502 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 46186 members 
Mstep: Class 12 contains 2512 members 
Mstep: Class 13 contains 50077 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8025 members 
Mstep: Class 16 contains 78095 members 
Mstep: Class 17 contains 82346 members 
Mstep: Class 18 contains 37517 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 6227 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40048 members 
Mstep: Class 23 contains 22131 members 
Mstep: Class 24 contains 27665 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228120.000000 Penalty: 85826.195312
Iteration 112Q: 26 clusters Score -1.332281e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 167170 members 
Mstep: Class 4 contains 19715 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224826 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189508 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 46201 members 
Mstep: Class 12 contains 2510 members 
Mstep: Class 13 contains 50090 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8019 members 
Mstep: Class 16 contains 78086 members 
Mstep: Class 17 contains 82383 members 
Mstep: Class 18 contains 37523 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 6228 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40053 members 
Mstep: Class 23 contains 22133 members 
Mstep: Class 24 contains 27667 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228064.000000 Penalty: 85826.195312
Iteration 113Q: 26 clusters Score -1.332281e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 167155 members 
Mstep: Class 4 contains 19715 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224776 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189509 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 46221 members 
Mstep: Class 12 contains 2509 members 
Mstep: Class 13 contains 50106 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8015 members 
Mstep: Class 16 contains 78079 members 
Mstep: Class 17 contains 82412 members 
Mstep: Class 18 contains 37537 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 6227 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40060 members 
Mstep: Class 23 contains 22129 members 
Mstep: Class 24 contains 27663 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228032.000000 Penalty: 85826.195312
Iteration 114Q: 26 clusters Score -1.33228e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167132 members 
Mstep: Class 4 contains 19718 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224720 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189505 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 46237 members 
Mstep: Class 12 contains 2508 members 
Mstep: Class 13 contains 50124 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8013 members 
Mstep: Class 16 contains 78075 members 
Mstep: Class 17 contains 82432 members 
Mstep: Class 18 contains 37553 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 6235 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40067 members 
Mstep: Class 23 contains 22130 members 
Mstep: Class 24 contains 27661 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228144.000000 Penalty: 85826.195312
Iteration 115Q: 26 clusters Score -1.332281e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 167108 members 
Mstep: Class 4 contains 19720 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224668 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189506 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 46250 members 
Mstep: Class 12 contains 2509 members 
Mstep: Class 13 contains 50136 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8006 members 
Mstep: Class 16 contains 78080 members 
Mstep: Class 17 contains 82442 members 
Mstep: Class 18 contains 37588 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 6238 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40073 members 
Mstep: Class 23 contains 22125 members 
Mstep: Class 24 contains 27662 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228184.000000 Penalty: 85826.195312
Iteration 116Q: 26 clusters Score -1.332282e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167084 members 
Mstep: Class 4 contains 19720 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224638 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189503 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46280 members 
Mstep: Class 12 contains 2509 members 
Mstep: Class 13 contains 50147 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 8000 members 
Mstep: Class 16 contains 78073 members 
Mstep: Class 17 contains 82445 members 
Mstep: Class 18 contains 37605 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 6236 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40083 members 
Mstep: Class 23 contains 22120 members 
Mstep: Class 24 contains 27663 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227880.000000 Penalty: 85826.195312
Iteration 117Q: 26 clusters Score -1.332279e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167066 members 
Mstep: Class 4 contains 19718 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224609 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189505 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46305 members 
Mstep: Class 12 contains 2508 members 
Mstep: Class 13 contains 50150 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 7995 members 
Mstep: Class 16 contains 78069 members 
Mstep: Class 17 contains 82431 members 
Mstep: Class 18 contains 37628 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 6238 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40098 members 
Mstep: Class 23 contains 22124 members 
Mstep: Class 24 contains 27660 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228064.000000 Penalty: 85826.195312
Iteration 118Q: 26 clusters Score -1.332281e+08 nChanged 367
Entering ConstructFrom: 
Score: -133228064.000000 Penalty: 85826.195312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -91069.304688 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -91069.3 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: -89348.812500 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -89348.81 nChanged 204
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: -89795.148438 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -89795.15 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90073.562500 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -90073.56 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90404.625000 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -90404.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90735.625000 Penalty: 3330.830322
	Iteration 4F: 3 clusters Score -90735.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91095.335938 Penalty: 3330.830322
	Iteration 5F: 3 clusters Score -91095.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91157.914062 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -91157.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -91207.437500 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -91207.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91351.359375 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -91351.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91443.617188 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -91443.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91462.695312 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -91462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91469.156250 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -91469.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91479.429688 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -91479.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91486.093750 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -91486.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91491.328125 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -91491.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91498.437500 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -91498.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91510.015625 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -91510.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91519.000000 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -91519 nChanged 1
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: -91520.695312 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -91520.7 nChanged 1
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: -91521.726562 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -91521.73 nChanged 0
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: -91522.578125 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -91522.58 nChanged 1
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: -91524.789062 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -91524.79 nChanged 2
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: -91528.554688 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -91528.55 nChanged 2
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: -91531.851562 Penalty: 3330.830322
	Iteration 23Q: 3 clusters Score -91531.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91549.273438 Penalty: 3330.830322
	Iteration 24Q: 3 clusters Score -91549.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91593.226562 Penalty: 3330.830322
	Iteration 25Q: 3 clusters Score -91593.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91721.914062 Penalty: 3330.830322
	Iteration 26Q: 3 clusters Score -91721.91 nChanged 10
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: -91814.109375 Penalty: 3330.830322
	Iteration 27Q: 3 clusters Score -91814.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91886.859375 Penalty: 3330.830322
	Iteration 28Q: 3 clusters Score -91886.86 nChanged 10
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: -91939.398438 Penalty: 3330.830322
	Iteration 29Q: 3 clusters Score -91939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92017.351562 Penalty: 3330.830322
	Iteration 30Q: 3 clusters Score -92017.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92077.812500 Penalty: 3330.830322
	Iteration 31Q: 3 clusters Score -92077.81 nChanged 3
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: -92083.468750 Penalty: 3330.830322
	Iteration 32Q: 3 clusters Score -92083.47 nChanged 0
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: -92083.468750 Penalty: 3330.830322
	Iteration 33F: 3 clusters Score -92083.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167034 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224575 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189516 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46322 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 50162 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 78072 members 
Mstep: Class 17 contains 82431 members 
Mstep: Class 18 contains 37649 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40114 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27654 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 441 members 
Entering Unmasked Estep 
Score: -133227360.000000 Penalty: 89259.242188
Splitting cluster 1 changes total score from -133228064.000000 to -133227360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Entering Unmasked Estep 
Score: -1054452.000000 Penalty: 2236.906738
	Iteration 0F: 2 clusters Score -1054452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1047912.062500 Penalty: 4473.813477
	Iteration 0F: 3 clusters Score -1047912 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1049788.125000 Penalty: 4473.813477
	Iteration 1F: 3 clusters Score -1049788 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1050248.875000 Penalty: 4473.813477
	Iteration 2F: 3 clusters Score -1050249 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1050675.125000 Penalty: 4473.813477
	Iteration 3F: 3 clusters Score -1050675 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1051045.875000 Penalty: 4473.813477
	Iteration 4F: 3 clusters Score -1051046 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1051332.625000 Penalty: 4473.813477
	Iteration 5F: 3 clusters Score -1051333 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1051564.625000 Penalty: 4473.813477
	Iteration 6Q: 3 clusters Score -1051565 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1051759.750000 Penalty: 4473.813477
	Iteration 7Q: 3 clusters Score -1051760 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1051951.875000 Penalty: 4473.813477
	Iteration 8Q: 3 clusters Score -1051952 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1052136.250000 Penalty: 4473.813477
	Iteration 9Q: 3 clusters Score -1052136 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1052266.500000 Penalty: 4473.813477
	Iteration 10Q: 3 clusters Score -1052266 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1052350.375000 Penalty: 4473.813477
	Iteration 11Q: 3 clusters Score -1052350 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1052421.500000 Penalty: 4473.813477
	Iteration 12Q: 3 clusters Score -1052422 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1052477.250000 Penalty: 4473.813477
	Iteration 13Q: 3 clusters Score -1052477 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1052526.625000 Penalty: 4473.813477
	Iteration 14Q: 3 clusters Score -1052527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1052575.000000 Penalty: 4473.813477
	Iteration 15Q: 3 clusters Score -1052575 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1052625.875000 Penalty: 4473.813477
	Iteration 16Q: 3 clusters Score -1052626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1052672.750000 Penalty: 4473.813477
	Iteration 17Q: 3 clusters Score -1052673 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1052708.125000 Penalty: 4473.813477
	Iteration 18Q: 3 clusters Score -1052708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1052749.875000 Penalty: 4473.813477
	Iteration 19Q: 3 clusters Score -1052750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1052785.250000 Penalty: 4473.813477
	Iteration 20F: 3 clusters Score -1052785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1052819.375000 Penalty: 4473.813477
	Iteration 21Q: 3 clusters Score -1052819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1052854.500000 Penalty: 4473.813477
	Iteration 22Q: 3 clusters Score -1052854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1052898.625000 Penalty: 4473.813477
	Iteration 23Q: 3 clusters Score -1052899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1052936.750000 Penalty: 4473.813477
	Iteration 24Q: 3 clusters Score -1052937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1052976.125000 Penalty: 4473.813477
	Iteration 25Q: 3 clusters Score -1052976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1053020.000000 Penalty: 4473.813477
	Iteration 26Q: 3 clusters Score -1053020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1053065.375000 Penalty: 4473.813477
	Iteration 27Q: 3 clusters Score -1053065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1053086.750000 Penalty: 4473.813477
	Iteration 28Q: 3 clusters Score -1053087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1053116.750000 Penalty: 4473.813477
	Iteration 29Q: 3 clusters Score -1053117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1053141.750000 Penalty: 4473.813477
	Iteration 30Q: 3 clusters Score -1053142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1053165.000000 Penalty: 4473.813477
	Iteration 31Q: 3 clusters Score -1053165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1053183.375000 Penalty: 4473.813477
	Iteration 32Q: 3 clusters Score -1053183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1053199.250000 Penalty: 4473.813477
	Iteration 33Q: 3 clusters Score -1053199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1053204.375000 Penalty: 4473.813477
	Iteration 34Q: 3 clusters Score -1053204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1053210.750000 Penalty: 4473.813477
	Iteration 35Q: 3 clusters Score -1053211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1053211.250000 Penalty: 4473.813477
	Iteration 36Q: 3 clusters Score -1053211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1053212.750000 Penalty: 4473.813477
	Iteration 37Q: 3 clusters Score -1053213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1053214.125000 Penalty: 4473.813477
	Iteration 38Q: 3 clusters Score -1053214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1053216.500000 Penalty: 4473.813477
	Iteration 39Q: 3 clusters Score -1053216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1053216.750000 Penalty: 4473.813477
	Iteration 40F: 3 clusters Score -1053217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1053218.625000 Penalty: 4473.813477
	Iteration 41Q: 3 clusters Score -1053219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1053219.875000 Penalty: 4473.813477
	Iteration 42Q: 3 clusters Score -1053220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1053222.250000 Penalty: 4473.813477
	Iteration 43Q: 3 clusters Score -1053222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1053223.250000 Penalty: 4473.813477
	Iteration 44Q: 3 clusters Score -1053223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1053223.000000 Penalty: 4473.813477
	Iteration 45Q: 3 clusters Score -1053223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1053222.125000 Penalty: 4473.813477
	Iteration 46Q: 3 clusters Score -1053222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1053222.875000 Penalty: 4473.813477
	Iteration 47Q: 3 clusters Score -1053223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1053222.125000 Penalty: 4473.813477
	Iteration 48Q: 3 clusters Score -1053222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1053223.000000 Penalty: 4473.813477
	Iteration 49Q: 3 clusters Score -1053223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1053224.125000 Penalty: 4473.813477
	Iteration 50Q: 3 clusters Score -1053224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1053224.875000 Penalty: 4473.813477
	Iteration 51Q: 3 clusters Score -1053225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1053225.875000 Penalty: 4473.813477
	Iteration 52Q: 3 clusters Score -1053226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1053224.625000 Penalty: 4473.813477
	Iteration 53Q: 3 clusters Score -1053225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1053226.250000 Penalty: 4473.813477
	Iteration 54Q: 3 clusters Score -1053226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1053226.250000 Penalty: 4473.813477
	Iteration 55F: 3 clusters Score -1053226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167034 members 
Entering Unmasked Estep 
Score: -22193120.000000 Penalty: 2982.436279
	Iteration 0F: 2 clusters Score -2.219312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -22082524.000000 Penalty: 5964.872559
	Iteration 0F: 3 clusters Score -2.208252e+07 nChanged 79882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -22129938.000000 Penalty: 5964.872559
	Iteration 1F: 3 clusters Score -2.212994e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -22132262.000000 Penalty: 5964.872559
	Iteration 2Q: 3 clusters Score -2.213226e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92585 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -22135558.000000 Penalty: 5964.872559
	Iteration 3Q: 3 clusters Score -2.213556e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -22139928.000000 Penalty: 5964.872559
	Iteration 4Q: 3 clusters Score -2.213993e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -22144748.000000 Penalty: 5964.872559
	Iteration 5F: 3 clusters Score -2.214475e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106502 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -22150034.000000 Penalty: 5964.872559
	Iteration 6F: 3 clusters Score -2.215003e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -22154950.000000 Penalty: 5964.872559
	Iteration 7F: 3 clusters Score -2.215495e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116716 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -22159482.000000 Penalty: 5964.872559
	Iteration 8F: 3 clusters Score -2.215948e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121230 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -22163396.000000 Penalty: 5964.872559
	Iteration 9Q: 3 clusters Score -2.21634e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125232 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -22167230.000000 Penalty: 5964.872559
	Iteration 10Q: 3 clusters Score -2.216723e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -22170856.000000 Penalty: 5964.872559
	Iteration 11Q: 3 clusters Score -2.217086e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132225 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -22173774.000000 Penalty: 5964.872559
	Iteration 12Q: 3 clusters Score -2.217377e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135279 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -22175848.000000 Penalty: 5964.872559
	Iteration 13Q: 3 clusters Score -2.217585e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -22177358.000000 Penalty: 5964.872559
	Iteration 14Q: 3 clusters Score -2.217736e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141140 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -22178804.000000 Penalty: 5964.872559
	Iteration 15Q: 3 clusters Score -2.21788e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143911 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -22180016.000000 Penalty: 5964.872559
	Iteration 16Q: 3 clusters Score -2.218002e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146586 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -22181198.000000 Penalty: 5964.872559
	Iteration 17Q: 3 clusters Score -2.21812e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149025 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -22182274.000000 Penalty: 5964.872559
	Iteration 18Q: 3 clusters Score -2.218227e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151258 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -22183442.000000 Penalty: 5964.872559
	Iteration 19Q: 3 clusters Score -2.218344e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153326 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -22184508.000000 Penalty: 5964.872559
	Iteration 20F: 3 clusters Score -2.218451e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155247 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -22185476.000000 Penalty: 5964.872559
	Iteration 21Q: 3 clusters Score -2.218548e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156979 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -22186388.000000 Penalty: 5964.872559
	Iteration 22Q: 3 clusters Score -2.218639e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158544 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -22186978.000000 Penalty: 5964.872559
	Iteration 23Q: 3 clusters Score -2.218698e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159889 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -22187588.000000 Penalty: 5964.872559
	Iteration 24Q: 3 clusters Score -2.218759e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161030 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -22188036.000000 Penalty: 5964.872559
	Iteration 25Q: 3 clusters Score -2.218804e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162001 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -22188508.000000 Penalty: 5964.872559
	Iteration 26Q: 3 clusters Score -2.218851e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162888 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -22188922.000000 Penalty: 5964.872559
	Iteration 27Q: 3 clusters Score -2.218892e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163579 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -22189268.000000 Penalty: 5964.872559
	Iteration 28Q: 3 clusters Score -2.218927e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -22189514.000000 Penalty: 5964.872559
	Iteration 29Q: 3 clusters Score -2.218951e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164561 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -22189772.000000 Penalty: 5964.872559
	Iteration 30Q: 3 clusters Score -2.218977e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164909 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -22189900.000000 Penalty: 5964.872559
	Iteration 31Q: 3 clusters Score -2.21899e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165158 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -22190012.000000 Penalty: 5964.872559
	Iteration 32Q: 3 clusters Score -2.219001e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165348 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -22190134.000000 Penalty: 5964.872559
	Iteration 33Q: 3 clusters Score -2.219013e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -22190202.000000 Penalty: 5964.872559
	Iteration 34Q: 3 clusters Score -2.21902e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165581 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -22190252.000000 Penalty: 5964.872559
	Iteration 35Q: 3 clusters Score -2.219025e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -22190294.000000 Penalty: 5964.872559
	Iteration 36Q: 3 clusters Score -2.219029e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165727 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22190290.000000 Penalty: 5964.872559
	Iteration 37Q: 3 clusters Score -2.219029e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -22190340.000000 Penalty: 5964.872559
	Iteration 38Q: 3 clusters Score -2.219034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165852 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22190380.000000 Penalty: 5964.872559
	Iteration 39Q: 3 clusters Score -2.219038e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22190432.000000 Penalty: 5964.872559
	Iteration 40F: 3 clusters Score -2.219043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165953 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -22190470.000000 Penalty: 5964.872559
	Iteration 41Q: 3 clusters Score -2.219047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165980 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22190458.000000 Penalty: 5964.872559
	Iteration 42Q: 3 clusters Score -2.219046e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -22190490.000000 Penalty: 5964.872559
	Iteration 43Q: 3 clusters Score -2.219049e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166056 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -22190524.000000 Penalty: 5964.872559
	Iteration 44Q: 3 clusters Score -2.219052e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22190544.000000 Penalty: 5964.872559
	Iteration 45Q: 3 clusters Score -2.219054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -22190550.000000 Penalty: 5964.872559
	Iteration 46Q: 3 clusters Score -2.219055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166123 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22190568.000000 Penalty: 5964.872559
	Iteration 47Q: 3 clusters Score -2.219057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166134 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -22190588.000000 Penalty: 5964.872559
	Iteration 48Q: 3 clusters Score -2.219059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166143 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22190590.000000 Penalty: 5964.872559
	Iteration 49Q: 3 clusters Score -2.219059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166147 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -22190590.000000 Penalty: 5964.872559
	Iteration 50Q: 3 clusters Score -2.219059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166149 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -22190600.000000 Penalty: 5964.872559
	Iteration 51Q: 3 clusters Score -2.21906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166150 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22190602.000000 Penalty: 5964.872559
	Iteration 52Q: 3 clusters Score -2.21906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166150 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22190602.000000 Penalty: 5964.872559
	Iteration 53F: 3 clusters Score -2.21906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Entering Unmasked Estep 
Score: -2657620.250000 Penalty: 2452.467773
	Iteration 0F: 2 clusters Score -2657620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2643722.000000 Penalty: 4904.935547
	Iteration 0F: 3 clusters Score -2643722 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2648414.750000 Penalty: 4904.935547
	Iteration 1F: 3 clusters Score -2648415 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2648840.250000 Penalty: 4904.935547
	Iteration 2F: 3 clusters Score -2648840 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2649223.000000 Penalty: 4904.935547
	Iteration 3F: 3 clusters Score -2649223 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2649560.000000 Penalty: 4904.935547
	Iteration 4Q: 3 clusters Score -2649560 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2649871.000000 Penalty: 4904.935547
	Iteration 5Q: 3 clusters Score -2649871 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2650165.250000 Penalty: 4904.935547
	Iteration 6Q: 3 clusters Score -2650165 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2650494.750000 Penalty: 4904.935547
	Iteration 7Q: 3 clusters Score -2650495 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2650888.500000 Penalty: 4904.935547
	Iteration 8Q: 3 clusters Score -2650888 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2651350.250000 Penalty: 4904.935547
	Iteration 9Q: 3 clusters Score -2651350 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2651881.250000 Penalty: 4904.935547
	Iteration 10Q: 3 clusters Score -2651881 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2652461.500000 Penalty: 4904.935547
	Iteration 11Q: 3 clusters Score -2652462 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2653023.500000 Penalty: 4904.935547
	Iteration 12Q: 3 clusters Score -2653024 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2653559.500000 Penalty: 4904.935547
	Iteration 13Q: 3 clusters Score -2653560 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2653937.500000 Penalty: 4904.935547
	Iteration 14Q: 3 clusters Score -2653938 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2654246.250000 Penalty: 4904.935547
	Iteration 15Q: 3 clusters Score -2654246 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2654513.250000 Penalty: 4904.935547
	Iteration 16Q: 3 clusters Score -2654513 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2654757.000000 Penalty: 4904.935547
	Iteration 17Q: 3 clusters Score -2654757 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2654982.250000 Penalty: 4904.935547
	Iteration 18Q: 3 clusters Score -2654982 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2655211.250000 Penalty: 4904.935547
	Iteration 19Q: 3 clusters Score -2655211 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2655395.500000 Penalty: 4904.935547
	Iteration 20F: 3 clusters Score -2655396 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2655601.750000 Penalty: 4904.935547
	Iteration 21Q: 3 clusters Score -2655602 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2655846.000000 Penalty: 4904.935547
	Iteration 22Q: 3 clusters Score -2655846 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2656037.750000 Penalty: 4904.935547
	Iteration 23Q: 3 clusters Score -2656038 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2656180.250000 Penalty: 4904.935547
	Iteration 24Q: 3 clusters Score -2656180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2656279.000000 Penalty: 4904.935547
	Iteration 25Q: 3 clusters Score -2656279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2656346.250000 Penalty: 4904.935547
	Iteration 26Q: 3 clusters Score -2656346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2656379.750000 Penalty: 4904.935547
	Iteration 27Q: 3 clusters Score -2656380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2656403.000000 Penalty: 4904.935547
	Iteration 28Q: 3 clusters Score -2656403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2656409.000000 Penalty: 4904.935547
	Iteration 29Q: 3 clusters Score -2656409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2656421.500000 Penalty: 4904.935547
	Iteration 30Q: 3 clusters Score -2656422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2656431.000000 Penalty: 4904.935547
	Iteration 31Q: 3 clusters Score -2656431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2656442.250000 Penalty: 4904.935547
	Iteration 32Q: 3 clusters Score -2656442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2656443.250000 Penalty: 4904.935547
	Iteration 33Q: 3 clusters Score -2656443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2656443.000000 Penalty: 4904.935547
	Iteration 34Q: 3 clusters Score -2656443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2656446.750000 Penalty: 4904.935547
	Iteration 35Q: 3 clusters Score -2656447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2656447.500000 Penalty: 4904.935547
	Iteration 36Q: 3 clusters Score -2656448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2656529.750000 Penalty: 4904.935547
	Iteration 37F: 3 clusters Score -2656530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2656576.000000 Penalty: 4904.935547
	Iteration 38Q: 3 clusters Score -2656576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2656605.500000 Penalty: 4904.935547
	Iteration 39Q: 3 clusters Score -2656606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2656619.250000 Penalty: 4904.935547
	Iteration 40F: 3 clusters Score -2656619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2656631.750000 Penalty: 4904.935547
	Iteration 41Q: 3 clusters Score -2656632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2656640.250000 Penalty: 4904.935547
	Iteration 42Q: 3 clusters Score -2656640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2656648.250000 Penalty: 4904.935547
	Iteration 43Q: 3 clusters Score -2656648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2656655.250000 Penalty: 4904.935547
	Iteration 44Q: 3 clusters Score -2656655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2656653.750000 Penalty: 4904.935547
	Iteration 45Q: 3 clusters Score -2656654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2656657.750000 Penalty: 4904.935547
	Iteration 46Q: 3 clusters Score -2656658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2656662.000000 Penalty: 4904.935547
	Iteration 47Q: 3 clusters Score -2656662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2656663.250000 Penalty: 4904.935547
	Iteration 48Q: 3 clusters Score -2656663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2656661.750000 Penalty: 4904.935547
	Iteration 49Q: 3 clusters Score -2656662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2656665.750000 Penalty: 4904.935547
	Iteration 50Q: 3 clusters Score -2656666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2656672.000000 Penalty: 4904.935547
	Iteration 51Q: 3 clusters Score -2656672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2656675.500000 Penalty: 4904.935547
	Iteration 52Q: 3 clusters Score -2656676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2656676.000000 Penalty: 4904.935547
	Iteration 53Q: 3 clusters Score -2656676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2656682.250000 Penalty: 4904.935547
	Iteration 54Q: 3 clusters Score -2656682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2656683.500000 Penalty: 4904.935547
	Iteration 55Q: 3 clusters Score -2656684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2656682.250000 Penalty: 4904.935547
	Iteration 56Q: 3 clusters Score -2656682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2656682.250000 Penalty: 4904.935547
	Iteration 57F: 3 clusters Score -2656682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -39036.894531 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -39036.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37723.808594 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -37723.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38058.191406 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -38058.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38250.222656 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -38250.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38437.542969 Penalty: 2964.270020
	Iteration 3F: 3 clusters Score -38437.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38572.832031 Penalty: 2964.270020
	Iteration 4F: 3 clusters Score -38572.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38725.433594 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -38725.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38865.625000 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -38865.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38950.718750 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -38950.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39088.605469 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -39088.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39189.964844 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -39189.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39199.421875 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -39199.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39228.890625 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -39228.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39266.042969 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -39266.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39351.675781 Penalty: 2964.270020
	Iteration 13Q: 3 clusters Score -39351.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39580.910156 Penalty: 2964.270020
	Iteration 14Q: 3 clusters Score -39580.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39580.980469 Penalty: 2964.270020
	Iteration 15F: 3 clusters Score -39580.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39586.808594 Penalty: 2964.270020
	Iteration 16Q: 3 clusters Score -39586.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39586.808594 Penalty: 2964.270020
	Iteration 17F: 3 clusters Score -39586.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167034 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 224575 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189516 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46322 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 50162 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 78072 members 
Mstep: Class 17 contains 82431 members 
Mstep: Class 18 contains 37649 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40114 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27654 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 139 members 
Entering Unmasked Estep 
Score: -133226752.000000 Penalty: 89259.242188
Splitting cluster 5 changes total score from -133228064.000000 to -133226752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (224575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224575 members 
Entering Unmasked Estep 
Score: -29762784.000000 Penalty: 3055.847412
	Iteration 0F: 2 clusters Score -2.976278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112745 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
Score: -29624940.000000 Penalty: 6111.694824
	Iteration 0F: 3 clusters Score -2.962494e+07 nChanged 108233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120402 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -29689084.000000 Penalty: 6111.694824
	Iteration 1F: 3 clusters Score -2.968908e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -29691178.000000 Penalty: 6111.694824
	Iteration 2Q: 3 clusters Score -2.969118e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134386 members 
Mstep: Class 2 contains 90189 members 
Entering Unmasked Estep 
Score: -29694770.000000 Penalty: 6111.694824
	Iteration 3Q: 3 clusters Score -2.969477e+07 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146844 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -29701702.000000 Penalty: 6111.694824
	Iteration 4F: 3 clusters Score -2.97017e+07 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164477 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -29714082.000000 Penalty: 6111.694824
	Iteration 5F: 3 clusters Score -2.971408e+07 nChanged 21177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185624 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -29731246.000000 Penalty: 6111.694824
	Iteration 6F: 3 clusters Score -2.973125e+07 nChanged 19111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204721 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -29746886.000000 Penalty: 6111.694824
	Iteration 7F: 3 clusters Score -2.974689e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216647 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -29755200.000000 Penalty: 6111.694824
	Iteration 8F: 3 clusters Score -2.97552e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221714 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -29758206.000000 Penalty: 6111.694824
	Iteration 9Q: 3 clusters Score -2.975821e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223370 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -29759324.000000 Penalty: 6111.694824
	Iteration 10Q: 3 clusters Score -2.975932e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223883 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -29759746.000000 Penalty: 6111.694824
	Iteration 11Q: 3 clusters Score -2.975975e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224056 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -29759946.000000 Penalty: 6111.694824
	Iteration 12Q: 3 clusters Score -2.975995e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224119 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -29760034.000000 Penalty: 6111.694824
	Iteration 13Q: 3 clusters Score -2.976003e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224146 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -29760062.000000 Penalty: 6111.694824
	Iteration 14Q: 3 clusters Score -2.976006e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224166 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29760092.000000 Penalty: 6111.694824
	Iteration 15Q: 3 clusters Score -2.976009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224170 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -29760096.000000 Penalty: 6111.694824
	Iteration 16Q: 3 clusters Score -2.97601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224180 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -29760100.000000 Penalty: 6111.694824
	Iteration 17Q: 3 clusters Score -2.97601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224185 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29760100.000000 Penalty: 6111.694824
	Iteration 18Q: 3 clusters Score -2.97601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224191 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29760134.000000 Penalty: 6111.694824
	Iteration 19Q: 3 clusters Score -2.976013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224197 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29760142.000000 Penalty: 6111.694824
	Iteration 20F: 3 clusters Score -2.976014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224200 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29760164.000000 Penalty: 6111.694824
	Iteration 21Q: 3 clusters Score -2.976016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224202 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29760166.000000 Penalty: 6111.694824
	Iteration 22Q: 3 clusters Score -2.976017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224202 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29760166.000000 Penalty: 6111.694824
	Iteration 23F: 3 clusters Score -2.976017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 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 298 members 
Entering Unmasked Estep 
Score: -57848.640625 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57848.64 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58264.585938 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58264.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58478.410156 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58478.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58690.906250 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -58690.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59025.585938 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -59025.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59337.816406 Penalty: 3150.039307
	Iteration 5F: 3 clusters Score -59337.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59572.429688 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59572.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59804.152344 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59804.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59961.074219 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -59961.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59979.351562 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -59979.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59989.371094 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -59989.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -60003.203125 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60014.035156 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60014.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60022.804688 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60047.796875 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60085.917969 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60085.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60135.996094 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -60136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60158.398438 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -60158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60243.011719 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -60243.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60342.804688 Penalty: 3150.039307
	Iteration 19Q: 3 clusters Score -60342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60406.511719 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -60406.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60433.003906 Penalty: 3150.039307
	Iteration 21Q: 3 clusters Score -60433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60433.003906 Penalty: 3150.039307
	Iteration 22F: 3 clusters Score -60433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167034 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224575 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 189516 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46322 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 50162 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 78072 members 
Mstep: Class 17 contains 82431 members 
Mstep: Class 18 contains 37649 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40114 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27654 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 380 members 
Entering Unmasked Estep 
Score: -133227304.000000 Penalty: 89259.242188
Splitting cluster 7 changes total score from -133228064.000000 to -133227304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (189516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189516 members 
Entering Unmasked Estep 
Score: -25054406.000000 Penalty: 3013.752686
	Iteration 0F: 2 clusters Score -2.505441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -24945210.000000 Penalty: 6027.505371
	Iteration 0F: 3 clusters Score -2.494521e+07 nChanged 91042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
Score: -24998656.000000 Penalty: 6027.505371
	Iteration 1F: 3 clusters Score -2.499866e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -24999788.000000 Penalty: 6027.505371
	Iteration 2Q: 3 clusters Score -2.499979e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 101899 members 
Entering Unmasked Estep 
Score: -25001332.000000 Penalty: 6027.505371
	Iteration 3Q: 3 clusters Score -2.500133e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -25003624.000000 Penalty: 6027.505371
	Iteration 4Q: 3 clusters Score -2.500362e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 111444 members 
Entering Unmasked Estep 
Score: -25007074.000000 Penalty: 6027.505371
	Iteration 5Q: 3 clusters Score -2.500707e+07 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 118435 members 
Entering Unmasked Estep 
Score: -25012234.000000 Penalty: 6027.505371
	Iteration 6F: 3 clusters Score -2.501223e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 126304 members 
Entering Unmasked Estep 
Score: -25019042.000000 Penalty: 6027.505371
	Iteration 7F: 3 clusters Score -2.501904e+07 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 133737 members 
Entering Unmasked Estep 
Score: -25027066.000000 Penalty: 6027.505371
	Iteration 8F: 3 clusters Score -2.502707e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 139059 members 
Entering Unmasked Estep 
Score: -25034514.000000 Penalty: 6027.505371
	Iteration 9F: 3 clusters Score -2.503451e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 142001 members 
Entering Unmasked Estep 
Score: -25040180.000000 Penalty: 6027.505371
	Iteration 10Q: 3 clusters Score -2.504018e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 143292 members 
Entering Unmasked Estep 
Score: -25042954.000000 Penalty: 6027.505371
	Iteration 11Q: 3 clusters Score -2.504295e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 144208 members 
Entering Unmasked Estep 
Score: -25044012.000000 Penalty: 6027.505371
	Iteration 12Q: 3 clusters Score -2.504401e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 145147 members 
Entering Unmasked Estep 
Score: -25044664.000000 Penalty: 6027.505371
	Iteration 13Q: 3 clusters Score -2.504466e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 146184 members 
Entering Unmasked Estep 
Score: -25045230.000000 Penalty: 6027.505371
	Iteration 14Q: 3 clusters Score -2.504523e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -25045926.000000 Penalty: 6027.505371
	Iteration 15Q: 3 clusters Score -2.504593e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -25046474.000000 Penalty: 6027.505371
	Iteration 16Q: 3 clusters Score -2.504647e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 149459 members 
Entering Unmasked Estep 
Score: -25047060.000000 Penalty: 6027.505371
	Iteration 17Q: 3 clusters Score -2.504706e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 150566 members 
Entering Unmasked Estep 
Score: -25047546.000000 Penalty: 6027.505371
	Iteration 18Q: 3 clusters Score -2.504755e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 151756 members 
Entering Unmasked Estep 
Score: -25048270.000000 Penalty: 6027.505371
	Iteration 19Q: 3 clusters Score -2.504827e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 153035 members 
Entering Unmasked Estep 
Score: -25049204.000000 Penalty: 6027.505371
	Iteration 20F: 3 clusters Score -2.50492e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 154461 members 
Entering Unmasked Estep 
Score: -25050212.000000 Penalty: 6027.505371
	Iteration 21Q: 3 clusters Score -2.505021e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 156013 members 
Entering Unmasked Estep 
Score: -25051024.000000 Penalty: 6027.505371
	Iteration 22Q: 3 clusters Score -2.505102e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 157602 members 
Entering Unmasked Estep 
Score: -25051946.000000 Penalty: 6027.505371
	Iteration 23Q: 3 clusters Score -2.505195e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 159261 members 
Entering Unmasked Estep 
Score: -25052570.000000 Penalty: 6027.505371
	Iteration 24Q: 3 clusters Score -2.505257e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 160882 members 
Entering Unmasked Estep 
Score: -25053218.000000 Penalty: 6027.505371
	Iteration 25Q: 3 clusters Score -2.505322e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 162549 members 
Entering Unmasked Estep 
Score: -25053882.000000 Penalty: 6027.505371
	Iteration 26Q: 3 clusters Score -2.505388e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 164230 members 
Entering Unmasked Estep 
Score: -25054478.000000 Penalty: 6027.505371
	Iteration 27Q: 3 clusters Score -2.505448e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -25054734.000000 Penalty: 6027.505371
	Iteration 28Q: 3 clusters Score -2.505473e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -25055056.000000 Penalty: 6027.505371
	Iteration 29Q: 3 clusters Score -2.505506e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 168829 members 
Entering Unmasked Estep 
Score: -25055304.000000 Penalty: 6027.505371
	Iteration 30Q: 3 clusters Score -2.50553e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 170192 members 
Entering Unmasked Estep 
Score: -25055286.000000 Penalty: 6027.505371
	Iteration 31Q: 3 clusters Score -2.505529e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 171513 members 
Entering Unmasked Estep 
Score: -25055352.000000 Penalty: 6027.505371
	Iteration 32Q: 3 clusters Score -2.505535e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 172741 members 
Entering Unmasked Estep 
Score: -25055382.000000 Penalty: 6027.505371
	Iteration 33Q: 3 clusters Score -2.505538e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 173961 members 
Entering Unmasked Estep 
Score: -25055592.000000 Penalty: 6027.505371
	Iteration 34Q: 3 clusters Score -2.505559e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 175045 members 
Entering Unmasked Estep 
Score: -25055656.000000 Penalty: 6027.505371
	Iteration 35Q: 3 clusters Score -2.505566e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 176061 members 
Entering Unmasked Estep 
Score: -25055482.000000 Penalty: 6027.505371
	Iteration 36Q: 3 clusters Score -2.505548e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 177011 members 
Entering Unmasked Estep 
Score: -25055274.000000 Penalty: 6027.505371
	Iteration 37Q: 3 clusters Score -2.505527e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 177911 members 
Entering Unmasked Estep 
Score: -25055320.000000 Penalty: 6027.505371
	Iteration 38Q: 3 clusters Score -2.505532e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 178686 members 
Entering Unmasked Estep 
Score: -25055176.000000 Penalty: 6027.505371
	Iteration 39Q: 3 clusters Score -2.505518e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 179399 members 
Entering Unmasked Estep 
Score: -25055006.000000 Penalty: 6027.505371
	Iteration 40F: 3 clusters Score -2.505501e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 179979 members 
Entering Unmasked Estep 
Score: -25054896.000000 Penalty: 6027.505371
	Iteration 41Q: 3 clusters Score -2.50549e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 180518 members 
Entering Unmasked Estep 
Score: -25054848.000000 Penalty: 6027.505371
	Iteration 42Q: 3 clusters Score -2.505485e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 181046 members 
Entering Unmasked Estep 
Score: -25054784.000000 Penalty: 6027.505371
	Iteration 43Q: 3 clusters Score -2.505478e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 181554 members 
Entering Unmasked Estep 
Score: -25054724.000000 Penalty: 6027.505371
	Iteration 44Q: 3 clusters Score -2.505472e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 181992 members 
Entering Unmasked Estep 
Score: -25054586.000000 Penalty: 6027.505371
	Iteration 45Q: 3 clusters Score -2.505459e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 182401 members 
Entering Unmasked Estep 
Score: -25054568.000000 Penalty: 6027.505371
	Iteration 46Q: 3 clusters Score -2.505457e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 182783 members 
Entering Unmasked Estep 
Score: -25054578.000000 Penalty: 6027.505371
	Iteration 47Q: 3 clusters Score -2.505458e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 183144 members 
Entering Unmasked Estep 
Score: -25054532.000000 Penalty: 6027.505371
	Iteration 48Q: 3 clusters Score -2.505453e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 183450 members 
Entering Unmasked Estep 
Score: -25054522.000000 Penalty: 6027.505371
	Iteration 49Q: 3 clusters Score -2.505452e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 183717 members 
Entering Unmasked Estep 
Score: -25054438.000000 Penalty: 6027.505371
	Iteration 50Q: 3 clusters Score -2.505444e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -25054450.000000 Penalty: 6027.505371
	Iteration 51Q: 3 clusters Score -2.505445e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 184168 members 
Entering Unmasked Estep 
Score: -25054394.000000 Penalty: 6027.505371
	Iteration 52Q: 3 clusters Score -2.505439e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 184349 members 
Entering Unmasked Estep 
Score: -25054408.000000 Penalty: 6027.505371
	Iteration 53Q: 3 clusters Score -2.505441e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 184544 members 
Entering Unmasked Estep 
Score: -25054414.000000 Penalty: 6027.505371
	Iteration 54Q: 3 clusters Score -2.505441e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 184722 members 
Entering Unmasked Estep 
Score: -25054360.000000 Penalty: 6027.505371
	Iteration 55Q: 3 clusters Score -2.505436e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 184902 members 
Entering Unmasked Estep 
Score: -25054360.000000 Penalty: 6027.505371
	Iteration 56Q: 3 clusters Score -2.505436e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 185041 members 
Entering Unmasked Estep 
Score: -25054364.000000 Penalty: 6027.505371
	Iteration 57Q: 3 clusters Score -2.505436e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 185139 members 
Entering Unmasked Estep 
Score: -25054330.000000 Penalty: 6027.505371
	Iteration 58Q: 3 clusters Score -2.505433e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 185239 members 
Entering Unmasked Estep 
Score: -25054380.000000 Penalty: 6027.505371
	Iteration 59Q: 3 clusters Score -2.505438e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 185336 members 
Entering Unmasked Estep 
Score: -25054348.000000 Penalty: 6027.505371
	Iteration 60F: 3 clusters Score -2.505435e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 185414 members 
Entering Unmasked Estep 
Score: -25054358.000000 Penalty: 6027.505371
	Iteration 61Q: 3 clusters Score -2.505436e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 185488 members 
Entering Unmasked Estep 
Score: -25054336.000000 Penalty: 6027.505371
	Iteration 62Q: 3 clusters Score -2.505434e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 185555 members 
Entering Unmasked Estep 
Score: -25054350.000000 Penalty: 6027.505371
	Iteration 63Q: 3 clusters Score -2.505435e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 185619 members 
Entering Unmasked Estep 
Score: -25054324.000000 Penalty: 6027.505371
	Iteration 64Q: 3 clusters Score -2.505432e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 185686 members 
Entering Unmasked Estep 
Score: -25054334.000000 Penalty: 6027.505371
	Iteration 65Q: 3 clusters Score -2.505433e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 185752 members 
Entering Unmasked Estep 
Score: -25054334.000000 Penalty: 6027.505371
	Iteration 66Q: 3 clusters Score -2.505433e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 185805 members 
Entering Unmasked Estep 
Score: -25054312.000000 Penalty: 6027.505371
	Iteration 67Q: 3 clusters Score -2.505431e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 185852 members 
Entering Unmasked Estep 
Score: -25054262.000000 Penalty: 6027.505371
	Iteration 68Q: 3 clusters Score -2.505426e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 185878 members 
Entering Unmasked Estep 
Score: -25054260.000000 Penalty: 6027.505371
	Iteration 69Q: 3 clusters Score -2.505426e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 185906 members 
Entering Unmasked Estep 
Score: -25054216.000000 Penalty: 6027.505371
	Iteration 70Q: 3 clusters Score -2.505422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 185931 members 
Entering Unmasked Estep 
Score: -25054198.000000 Penalty: 6027.505371
	Iteration 71Q: 3 clusters Score -2.50542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 185960 members 
Entering Unmasked Estep 
Score: -25054186.000000 Penalty: 6027.505371
	Iteration 72Q: 3 clusters Score -2.505419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 185988 members 
Entering Unmasked Estep 
Score: -25054188.000000 Penalty: 6027.505371
	Iteration 73Q: 3 clusters Score -2.505419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 186019 members 
Entering Unmasked Estep 
Score: -25054184.000000 Penalty: 6027.505371
	Iteration 74Q: 3 clusters Score -2.505418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 186049 members 
Entering Unmasked Estep 
Score: -25054174.000000 Penalty: 6027.505371
	Iteration 75Q: 3 clusters Score -2.505417e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 186069 members 
Entering Unmasked Estep 
Score: -25054170.000000 Penalty: 6027.505371
	Iteration 76Q: 3 clusters Score -2.505417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 186091 members 
Entering Unmasked Estep 
Score: -25054178.000000 Penalty: 6027.505371
	Iteration 77Q: 3 clusters Score -2.505418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 186116 members 
Entering Unmasked Estep 
Score: -25054202.000000 Penalty: 6027.505371
	Iteration 78Q: 3 clusters Score -2.50542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 186141 members 
Entering Unmasked Estep 
Score: -25054178.000000 Penalty: 6027.505371
	Iteration 79Q: 3 clusters Score -2.505418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 186163 members 
Entering Unmasked Estep 
Score: -25054186.000000 Penalty: 6027.505371
	Iteration 80F: 3 clusters Score -2.505419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 186181 members 
Entering Unmasked Estep 
Score: -25054188.000000 Penalty: 6027.505371
	Iteration 81Q: 3 clusters Score -2.505419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 186203 members 
Entering Unmasked Estep 
Score: -25054192.000000 Penalty: 6027.505371
	Iteration 82Q: 3 clusters Score -2.505419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 186228 members 
Entering Unmasked Estep 
Score: -25054198.000000 Penalty: 6027.505371
	Iteration 83Q: 3 clusters Score -2.50542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 186250 members 
Entering Unmasked Estep 
Score: -25054178.000000 Penalty: 6027.505371
	Iteration 84Q: 3 clusters Score -2.505418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 186268 members 
Entering Unmasked Estep 
Score: -25054188.000000 Penalty: 6027.505371
	Iteration 85Q: 3 clusters Score -2.505419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 186292 members 
Entering Unmasked Estep 
Score: -25054174.000000 Penalty: 6027.505371
	Iteration 86Q: 3 clusters Score -2.505417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 186311 members 
Entering Unmasked Estep 
Score: -25054168.000000 Penalty: 6027.505371
	Iteration 87Q: 3 clusters Score -2.505417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 186332 members 
Entering Unmasked Estep 
Score: -25054164.000000 Penalty: 6027.505371
	Iteration 88Q: 3 clusters Score -2.505416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 186355 members 
Entering Unmasked Estep 
Score: -25054154.000000 Penalty: 6027.505371
	Iteration 89Q: 3 clusters Score -2.505415e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 186383 members 
Entering Unmasked Estep 
Score: -25054150.000000 Penalty: 6027.505371
	Iteration 90Q: 3 clusters Score -2.505415e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 186405 members 
Entering Unmasked Estep 
Score: -25054156.000000 Penalty: 6027.505371
	Iteration 91Q: 3 clusters Score -2.505416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 186422 members 
Entering Unmasked Estep 
Score: -25054148.000000 Penalty: 6027.505371
	Iteration 92Q: 3 clusters Score -2.505415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 186439 members 
Entering Unmasked Estep 
Score: -25054142.000000 Penalty: 6027.505371
	Iteration 93Q: 3 clusters Score -2.505414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 186448 members 
Entering Unmasked Estep 
Score: -25054136.000000 Penalty: 6027.505371
	Iteration 94Q: 3 clusters Score -2.505414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 186457 members 
Entering Unmasked Estep 
Score: -25054122.000000 Penalty: 6027.505371
	Iteration 95Q: 3 clusters Score -2.505412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 186462 members 
Entering Unmasked Estep 
Score: -25054106.000000 Penalty: 6027.505371
	Iteration 96Q: 3 clusters Score -2.505411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 186469 members 
Entering Unmasked Estep 
Score: -25054098.000000 Penalty: 6027.505371
	Iteration 97Q: 3 clusters Score -2.50541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 186474 members 
Entering Unmasked Estep 
Score: -25054110.000000 Penalty: 6027.505371
	Iteration 98Q: 3 clusters Score -2.505411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 186477 members 
Entering Unmasked Estep 
Score: -25054106.000000 Penalty: 6027.505371
	Iteration 99Q: 3 clusters Score -2.505411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 186478 members 
Entering Unmasked Estep 
Score: -25054098.000000 Penalty: 6027.505371
	Iteration 100F: 3 clusters Score -2.50541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 186481 members 
Entering Unmasked Estep 
Score: -25054114.000000 Penalty: 6027.505371
	Iteration 101Q: 3 clusters Score -2.505411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 186483 members 
Entering Unmasked Estep 
Score: -25054112.000000 Penalty: 6027.505371
	Iteration 102Q: 3 clusters Score -2.505411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 186484 members 
Entering Unmasked Estep 
Score: -25054116.000000 Penalty: 6027.505371
	Iteration 103Q: 3 clusters Score -2.505412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 186485 members 
Entering Unmasked Estep 
Score: -25054108.000000 Penalty: 6027.505371
	Iteration 104Q: 3 clusters Score -2.505411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 186485 members 
Entering Unmasked Estep 
Score: -25054108.000000 Penalty: 6027.505371
	Iteration 105F: 3 clusters Score -2.505411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -377830.625000 Penalty: 2010.415649
	Iteration 0F: 2 clusters Score -377830.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -374321.281250 Penalty: 4020.831299
	Iteration 0F: 3 clusters Score -374321.3 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -375194.125000 Penalty: 4020.831299
	Iteration 1F: 3 clusters Score -375194.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -375444.562500 Penalty: 4020.831299
	Iteration 2F: 3 clusters Score -375444.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -375601.906250 Penalty: 4020.831299
	Iteration 3F: 3 clusters Score -375601.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -375728.781250 Penalty: 4020.831299
	Iteration 4F: 3 clusters Score -375728.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -375820.562500 Penalty: 4020.831299
	Iteration 5Q: 3 clusters Score -375820.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -375895.156250 Penalty: 4020.831299
	Iteration 6Q: 3 clusters Score -375895.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -375964.500000 Penalty: 4020.831299
	Iteration 7Q: 3 clusters Score -375964.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -376027.781250 Penalty: 4020.831299
	Iteration 8Q: 3 clusters Score -376027.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -376102.625000 Penalty: 4020.831299
	Iteration 9Q: 3 clusters Score -376102.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -376171.500000 Penalty: 4020.831299
	Iteration 10Q: 3 clusters Score -376171.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -376232.187500 Penalty: 4020.831299
	Iteration 11Q: 3 clusters Score -376232.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -376270.281250 Penalty: 4020.831299
	Iteration 12Q: 3 clusters Score -376270.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -376295.937500 Penalty: 4020.831299
	Iteration 13Q: 3 clusters Score -376295.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -376323.218750 Penalty: 4020.831299
	Iteration 14Q: 3 clusters Score -376323.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -376351.468750 Penalty: 4020.831299
	Iteration 15Q: 3 clusters Score -376351.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -376381.687500 Penalty: 4020.831299
	Iteration 16Q: 3 clusters Score -376381.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -376400.156250 Penalty: 4020.831299
	Iteration 17Q: 3 clusters Score -376400.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -376413.218750 Penalty: 4020.831299
	Iteration 18Q: 3 clusters Score -376413.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -376426.750000 Penalty: 4020.831299
	Iteration 19Q: 3 clusters Score -376426.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -376438.750000 Penalty: 4020.831299
	Iteration 20F: 3 clusters Score -376438.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -376449.968750 Penalty: 4020.831299
	Iteration 21Q: 3 clusters Score -376450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -376456.125000 Penalty: 4020.831299
	Iteration 22Q: 3 clusters Score -376456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -376463.625000 Penalty: 4020.831299
	Iteration 23Q: 3 clusters Score -376463.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -376469.781250 Penalty: 4020.831299
	Iteration 24Q: 3 clusters Score -376469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -376478.593750 Penalty: 4020.831299
	Iteration 25Q: 3 clusters Score -376478.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -376484.593750 Penalty: 4020.831299
	Iteration 26Q: 3 clusters Score -376484.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -376488.468750 Penalty: 4020.831299
	Iteration 27Q: 3 clusters Score -376488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -376490.906250 Penalty: 4020.831299
	Iteration 28Q: 3 clusters Score -376490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -376492.468750 Penalty: 4020.831299
	Iteration 29Q: 3 clusters Score -376492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -376492.906250 Penalty: 4020.831299
	Iteration 30Q: 3 clusters Score -376492.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -376492.906250 Penalty: 4020.831299
	Iteration 31F: 3 clusters Score -376492.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -430678.437500 Penalty: 2017.347900
	Iteration 0F: 2 clusters Score -430678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -427156.625000 Penalty: 4034.695801
	Iteration 0F: 3 clusters Score -427156.6 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -427899.031250 Penalty: 4034.695801
	Iteration 1F: 3 clusters Score -427899 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -428109.812500 Penalty: 4034.695801
	Iteration 2F: 3 clusters Score -428109.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -428273.468750 Penalty: 4034.695801
	Iteration 3Q: 3 clusters Score -428273.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -428397.593750 Penalty: 4034.695801
	Iteration 4Q: 3 clusters Score -428397.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -428479.312500 Penalty: 4034.695801
	Iteration 5Q: 3 clusters Score -428479.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -428571.187500 Penalty: 4034.695801
	Iteration 6Q: 3 clusters Score -428571.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -428639.406250 Penalty: 4034.695801
	Iteration 7Q: 3 clusters Score -428639.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -428702.031250 Penalty: 4034.695801
	Iteration 8Q: 3 clusters Score -428702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -428781.062500 Penalty: 4034.695801
	Iteration 9Q: 3 clusters Score -428781.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -428859.718750 Penalty: 4034.695801
	Iteration 10Q: 3 clusters Score -428859.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -428931.843750 Penalty: 4034.695801
	Iteration 11Q: 3 clusters Score -428931.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -428998.968750 Penalty: 4034.695801
	Iteration 12Q: 3 clusters Score -428999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -429044.593750 Penalty: 4034.695801
	Iteration 13Q: 3 clusters Score -429044.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -429086.156250 Penalty: 4034.695801
	Iteration 14Q: 3 clusters Score -429086.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -429129.625000 Penalty: 4034.695801
	Iteration 15Q: 3 clusters Score -429129.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -429178.187500 Penalty: 4034.695801
	Iteration 16Q: 3 clusters Score -429178.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -429217.312500 Penalty: 4034.695801
	Iteration 17Q: 3 clusters Score -429217.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -429254.218750 Penalty: 4034.695801
	Iteration 18Q: 3 clusters Score -429254.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -429285.531250 Penalty: 4034.695801
	Iteration 19Q: 3 clusters Score -429285.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -429311.687500 Penalty: 4034.695801
	Iteration 20F: 3 clusters Score -429311.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -429331.906250 Penalty: 4034.695801
	Iteration 21Q: 3 clusters Score -429331.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -429349.531250 Penalty: 4034.695801
	Iteration 22Q: 3 clusters Score -429349.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -429361.406250 Penalty: 4034.695801
	Iteration 23Q: 3 clusters Score -429361.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -429370.343750 Penalty: 4034.695801
	Iteration 24Q: 3 clusters Score -429370.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -429379.406250 Penalty: 4034.695801
	Iteration 25Q: 3 clusters Score -429379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -429385.031250 Penalty: 4034.695801
	Iteration 26Q: 3 clusters Score -429385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -429391.156250 Penalty: 4034.695801
	Iteration 27Q: 3 clusters Score -429391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -429397.218750 Penalty: 4034.695801
	Iteration 28Q: 3 clusters Score -429397.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -429398.875000 Penalty: 4034.695801
	Iteration 29Q: 3 clusters Score -429398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -429403.406250 Penalty: 4034.695801
	Iteration 30Q: 3 clusters Score -429403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -429404.718750 Penalty: 4034.695801
	Iteration 31Q: 3 clusters Score -429404.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -429407.750000 Penalty: 4034.695801
	Iteration 32Q: 3 clusters Score -429407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -429412.375000 Penalty: 4034.695801
	Iteration 33Q: 3 clusters Score -429412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -429414.781250 Penalty: 4034.695801
	Iteration 34Q: 3 clusters Score -429414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -429415.593750 Penalty: 4034.695801
	Iteration 35Q: 3 clusters Score -429415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -429416.875000 Penalty: 4034.695801
	Iteration 36Q: 3 clusters Score -429416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -429418.156250 Penalty: 4034.695801
	Iteration 37Q: 3 clusters Score -429418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -429418.406250 Penalty: 4034.695801
	Iteration 38Q: 3 clusters Score -429418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -429418.031250 Penalty: 4034.695801
	Iteration 39Q: 3 clusters Score -429418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -429418.031250 Penalty: 4034.695801
	Iteration 40F: 3 clusters Score -429418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Entering Unmasked Estep 
Score: -5729571.000000 Penalty: 2664.356201
	Iteration 0F: 2 clusters Score -5729571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -5698363.000000 Penalty: 5328.712402
	Iteration 0F: 3 clusters Score -5698363 nChanged 21320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5710300.500000 Penalty: 5328.712402
	Iteration 1F: 3 clusters Score -5710300 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -5710825.500000 Penalty: 5328.712402
	Iteration 2Q: 3 clusters Score -5710826 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -5711285.500000 Penalty: 5328.712402
	Iteration 3Q: 3 clusters Score -5711286 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -5711812.500000 Penalty: 5328.712402
	Iteration 4Q: 3 clusters Score -5711812 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -5712440.000000 Penalty: 5328.712402
	Iteration 5Q: 3 clusters Score -5712440 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -5713190.000000 Penalty: 5328.712402
	Iteration 6Q: 3 clusters Score -5713190 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -5714381.000000 Penalty: 5328.712402
	Iteration 7Q: 3 clusters Score -5714381 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -5716122.500000 Penalty: 5328.712402
	Iteration 8F: 3 clusters Score -5716122 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -5718439.500000 Penalty: 5328.712402
	Iteration 9F: 3 clusters Score -5718440 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5721059.000000 Penalty: 5328.712402
	Iteration 10F: 3 clusters Score -5721059 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5723476.000000 Penalty: 5328.712402
	Iteration 11F: 3 clusters Score -5723476 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5725184.000000 Penalty: 5328.712402
	Iteration 12Q: 3 clusters Score -5725184 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5726148.500000 Penalty: 5328.712402
	Iteration 13Q: 3 clusters Score -5726148 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -5726640.000000 Penalty: 5328.712402
	Iteration 14Q: 3 clusters Score -5726640 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5726914.500000 Penalty: 5328.712402
	Iteration 15Q: 3 clusters Score -5726914 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5727077.000000 Penalty: 5328.712402
	Iteration 16Q: 3 clusters Score -5727077 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -5727174.500000 Penalty: 5328.712402
	Iteration 17Q: 3 clusters Score -5727174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -5727236.500000 Penalty: 5328.712402
	Iteration 18Q: 3 clusters Score -5727236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -5727268.000000 Penalty: 5328.712402
	Iteration 19Q: 3 clusters Score -5727268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -5727287.000000 Penalty: 5328.712402
	Iteration 20F: 3 clusters Score -5727287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -5727305.500000 Penalty: 5328.712402
	Iteration 21Q: 3 clusters Score -5727306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -5727312.000000 Penalty: 5328.712402
	Iteration 22Q: 3 clusters Score -5727312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -5727326.000000 Penalty: 5328.712402
	Iteration 23Q: 3 clusters Score -5727326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -5727331.500000 Penalty: 5328.712402
	Iteration 24Q: 3 clusters Score -5727332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5727335.500000 Penalty: 5328.712402
	Iteration 25Q: 3 clusters Score -5727336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -5727337.000000 Penalty: 5328.712402
	Iteration 26Q: 3 clusters Score -5727337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5727331.000000 Penalty: 5328.712402
	Iteration 27Q: 3 clusters Score -5727331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5727331.000000 Penalty: 5328.712402
	Iteration 28F: 3 clusters Score -5727331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -329325.937500 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -329325.9 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 1264 members 
Entering Unmasked Estep 
Score: -326426.125000 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -326426.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -326989.093750 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -326989.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -327134.000000 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -327134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -327232.937500 Penalty: 3882.113770
	Iteration 3Q: 3 clusters Score -327232.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -327313.875000 Penalty: 3882.113770
	Iteration 4Q: 3 clusters Score -327313.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -327377.406250 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -327377.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -327436.281250 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -327436.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -327492.125000 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -327492.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -327533.750000 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -327533.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -327569.656250 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -327569.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -327594.000000 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -327594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -327622.156250 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -327622.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -327663.093750 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -327663.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -327703.437500 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -327703.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -327734.375000 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -327734.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -327755.125000 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -327755.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -327776.937500 Penalty: 3882.113770
	Iteration 16Q: 3 clusters Score -327776.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -327807.937500 Penalty: 3882.113770
	Iteration 17Q: 3 clusters Score -327807.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -327829.031250 Penalty: 3882.113770
	Iteration 18Q: 3 clusters Score -327829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -327849.218750 Penalty: 3882.113770
	Iteration 19Q: 3 clusters Score -327849.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -327865.125000 Penalty: 3882.113770
	Iteration 20F: 3 clusters Score -327865.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -327878.437500 Penalty: 3882.113770
	Iteration 21Q: 3 clusters Score -327878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -327886.000000 Penalty: 3882.113770
	Iteration 22Q: 3 clusters Score -327886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -327889.437500 Penalty: 3882.113770
	Iteration 23Q: 3 clusters Score -327889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -327891.250000 Penalty: 3882.113770
	Iteration 24Q: 3 clusters Score -327891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -327892.000000 Penalty: 3882.113770
	Iteration 25Q: 3 clusters Score -327892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -327893.687500 Penalty: 3882.113770
	Iteration 26Q: 3 clusters Score -327893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -327894.687500 Penalty: 3882.113770
	Iteration 27Q: 3 clusters Score -327894.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -327897.312500 Penalty: 3882.113770
	Iteration 28Q: 3 clusters Score -327897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -327901.437500 Penalty: 3882.113770
	Iteration 29Q: 3 clusters Score -327901.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -327906.750000 Penalty: 3882.113770
	Iteration 30Q: 3 clusters Score -327906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -327911.218750 Penalty: 3882.113770
	Iteration 31Q: 3 clusters Score -327911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -327915.062500 Penalty: 3882.113770
	Iteration 32Q: 3 clusters Score -327915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -327918.437500 Penalty: 3882.113770
	Iteration 33Q: 3 clusters Score -327918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -327920.781250 Penalty: 3882.113770
	Iteration 34Q: 3 clusters Score -327920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -327923.312500 Penalty: 3882.113770
	Iteration 35Q: 3 clusters Score -327923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -327925.031250 Penalty: 3882.113770
	Iteration 36Q: 3 clusters Score -327925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -327927.000000 Penalty: 3882.113770
	Iteration 37Q: 3 clusters Score -327927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -327927.531250 Penalty: 3882.113770
	Iteration 38Q: 3 clusters Score -327927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -327929.750000 Penalty: 3882.113770
	Iteration 39Q: 3 clusters Score -327929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -327933.218750 Penalty: 3882.113770
	Iteration 40F: 3 clusters Score -327933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -327938.000000 Penalty: 3882.113770
	Iteration 41Q: 3 clusters Score -327938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -327940.906250 Penalty: 3882.113770
	Iteration 42Q: 3 clusters Score -327940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -327940.937500 Penalty: 3882.113770
	Iteration 43Q: 3 clusters Score -327940.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -327940.937500 Penalty: 3882.113770
	Iteration 44F: 3 clusters Score -327940.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Entering Unmasked Estep 
Score: -6716708.500000 Penalty: 2684.107422
	Iteration 0F: 2 clusters Score -6716708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -6683057.500000 Penalty: 5368.214844
	Iteration 0F: 3 clusters Score -6683058 nChanged 23137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -6695781.500000 Penalty: 5368.214844
	Iteration 1F: 3 clusters Score -6695782 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -6696238.500000 Penalty: 5368.214844
	Iteration 2Q: 3 clusters Score -6696238 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -6696702.000000 Penalty: 5368.214844
	Iteration 3Q: 3 clusters Score -6696702 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -6697242.000000 Penalty: 5368.214844
	Iteration 4Q: 3 clusters Score -6697242 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -6697817.500000 Penalty: 5368.214844
	Iteration 5Q: 3 clusters Score -6697818 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -6698651.000000 Penalty: 5368.214844
	Iteration 6Q: 3 clusters Score -6698651 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -6699750.500000 Penalty: 5368.214844
	Iteration 7Q: 3 clusters Score -6699750 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -6701371.000000 Penalty: 5368.214844
	Iteration 8F: 3 clusters Score -6701371 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -6703382.000000 Penalty: 5368.214844
	Iteration 9F: 3 clusters Score -6703382 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -6705545.000000 Penalty: 5368.214844
	Iteration 10F: 3 clusters Score -6705545 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -6707531.500000 Penalty: 5368.214844
	Iteration 11F: 3 clusters Score -6707532 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -6708922.500000 Penalty: 5368.214844
	Iteration 12Q: 3 clusters Score -6708922 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -6709724.000000 Penalty: 5368.214844
	Iteration 13Q: 3 clusters Score -6709724 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -6710229.500000 Penalty: 5368.214844
	Iteration 14Q: 3 clusters Score -6710230 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -6710623.000000 Penalty: 5368.214844
	Iteration 15Q: 3 clusters Score -6710623 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -6711035.000000 Penalty: 5368.214844
	Iteration 16Q: 3 clusters Score -6711035 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -6711336.500000 Penalty: 5368.214844
	Iteration 17Q: 3 clusters Score -6711336 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -6711610.500000 Penalty: 5368.214844
	Iteration 18Q: 3 clusters Score -6711610 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -6711826.500000 Penalty: 5368.214844
	Iteration 19Q: 3 clusters Score -6711826 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -6712056.500000 Penalty: 5368.214844
	Iteration 20F: 3 clusters Score -6712056 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -6712252.500000 Penalty: 5368.214844
	Iteration 21Q: 3 clusters Score -6712252 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -6712437.000000 Penalty: 5368.214844
	Iteration 22Q: 3 clusters Score -6712437 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -6712625.000000 Penalty: 5368.214844
	Iteration 23Q: 3 clusters Score -6712625 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -6712762.500000 Penalty: 5368.214844
	Iteration 24Q: 3 clusters Score -6712762 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6712919.000000 Penalty: 5368.214844
	Iteration 25Q: 3 clusters Score -6712919 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -6713064.500000 Penalty: 5368.214844
	Iteration 26Q: 3 clusters Score -6713064 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -6713161.000000 Penalty: 5368.214844
	Iteration 27Q: 3 clusters Score -6713161 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -6713271.000000 Penalty: 5368.214844
	Iteration 28Q: 3 clusters Score -6713271 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -6713364.500000 Penalty: 5368.214844
	Iteration 29Q: 3 clusters Score -6713364 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -6713421.500000 Penalty: 5368.214844
	Iteration 30Q: 3 clusters Score -6713422 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -6713493.500000 Penalty: 5368.214844
	Iteration 31Q: 3 clusters Score -6713494 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -6713519.500000 Penalty: 5368.214844
	Iteration 32Q: 3 clusters Score -6713520 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6713581.500000 Penalty: 5368.214844
	Iteration 33Q: 3 clusters Score -6713582 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6713619.500000 Penalty: 5368.214844
	Iteration 34Q: 3 clusters Score -6713620 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -6713668.500000 Penalty: 5368.214844
	Iteration 35Q: 3 clusters Score -6713668 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -6713722.500000 Penalty: 5368.214844
	Iteration 36Q: 3 clusters Score -6713722 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6713748.500000 Penalty: 5368.214844
	Iteration 37Q: 3 clusters Score -6713748 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6713778.500000 Penalty: 5368.214844
	Iteration 38Q: 3 clusters Score -6713778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -6713797.000000 Penalty: 5368.214844
	Iteration 39Q: 3 clusters Score -6713797 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -6713796.000000 Penalty: 5368.214844
	Iteration 40F: 3 clusters Score -6713796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -6713809.000000 Penalty: 5368.214844
	Iteration 41Q: 3 clusters Score -6713809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6713835.000000 Penalty: 5368.214844
	Iteration 42Q: 3 clusters Score -6713835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -6713847.000000 Penalty: 5368.214844
	Iteration 43Q: 3 clusters Score -6713847 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6713860.000000 Penalty: 5368.214844
	Iteration 44Q: 3 clusters Score -6713860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6713873.500000 Penalty: 5368.214844
	Iteration 45Q: 3 clusters Score -6713874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6713898.000000 Penalty: 5368.214844
	Iteration 46Q: 3 clusters Score -6713898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6713902.000000 Penalty: 5368.214844
	Iteration 47Q: 3 clusters Score -6713902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6713918.000000 Penalty: 5368.214844
	Iteration 48Q: 3 clusters Score -6713918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6713929.500000 Penalty: 5368.214844
	Iteration 49Q: 3 clusters Score -6713930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6713956.000000 Penalty: 5368.214844
	Iteration 50Q: 3 clusters Score -6713956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6713961.000000 Penalty: 5368.214844
	Iteration 51Q: 3 clusters Score -6713961 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6713991.500000 Penalty: 5368.214844
	Iteration 52Q: 3 clusters Score -6713992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6713994.500000 Penalty: 5368.214844
	Iteration 53Q: 3 clusters Score -6713994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6713996.500000 Penalty: 5368.214844
	Iteration 54Q: 3 clusters Score -6713996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6714030.000000 Penalty: 5368.214844
	Iteration 55Q: 3 clusters Score -6714030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6714057.000000 Penalty: 5368.214844
	Iteration 56Q: 3 clusters Score -6714057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6714078.500000 Penalty: 5368.214844
	Iteration 57Q: 3 clusters Score -6714078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6714079.000000 Penalty: 5368.214844
	Iteration 58Q: 3 clusters Score -6714079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6714105.000000 Penalty: 5368.214844
	Iteration 59Q: 3 clusters Score -6714105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6714122.500000 Penalty: 5368.214844
	Iteration 60F: 3 clusters Score -6714122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6714144.500000 Penalty: 5368.214844
	Iteration 61Q: 3 clusters Score -6714144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6714157.000000 Penalty: 5368.214844
	Iteration 62Q: 3 clusters Score -6714157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6714188.000000 Penalty: 5368.214844
	Iteration 63Q: 3 clusters Score -6714188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6714212.000000 Penalty: 5368.214844
	Iteration 64Q: 3 clusters Score -6714212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6714213.000000 Penalty: 5368.214844
	Iteration 65Q: 3 clusters Score -6714213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6714230.000000 Penalty: 5368.214844
	Iteration 66Q: 3 clusters Score -6714230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6714244.000000 Penalty: 5368.214844
	Iteration 67Q: 3 clusters Score -6714244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6714262.000000 Penalty: 5368.214844
	Iteration 68Q: 3 clusters Score -6714262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6714286.000000 Penalty: 5368.214844
	Iteration 69Q: 3 clusters Score -6714286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6714281.500000 Penalty: 5368.214844
	Iteration 70Q: 3 clusters Score -6714282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6714277.500000 Penalty: 5368.214844
	Iteration 71Q: 3 clusters Score -6714278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6714283.500000 Penalty: 5368.214844
	Iteration 72Q: 3 clusters Score -6714284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6714296.500000 Penalty: 5368.214844
	Iteration 73Q: 3 clusters Score -6714296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6714310.000000 Penalty: 5368.214844
	Iteration 74Q: 3 clusters Score -6714310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6714309.000000 Penalty: 5368.214844
	Iteration 75Q: 3 clusters Score -6714309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6714324.000000 Penalty: 5368.214844
	Iteration 76Q: 3 clusters Score -6714324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6714315.000000 Penalty: 5368.214844
	Iteration 77Q: 3 clusters Score -6714315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6714317.500000 Penalty: 5368.214844
	Iteration 78Q: 3 clusters Score -6714318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6714321.000000 Penalty: 5368.214844
	Iteration 79Q: 3 clusters Score -6714321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6714310.000000 Penalty: 5368.214844
	Iteration 80F: 3 clusters Score -6714310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6714313.500000 Penalty: 5368.214844
	Iteration 81Q: 3 clusters Score -6714314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6714321.000000 Penalty: 5368.214844
	Iteration 82Q: 3 clusters Score -6714321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6714317.500000 Penalty: 5368.214844
	Iteration 83Q: 3 clusters Score -6714318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6714324.500000 Penalty: 5368.214844
	Iteration 84Q: 3 clusters Score -6714324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6714326.500000 Penalty: 5368.214844
	Iteration 85Q: 3 clusters Score -6714326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6714322.500000 Penalty: 5368.214844
	Iteration 86Q: 3 clusters Score -6714322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6714328.500000 Penalty: 5368.214844
	Iteration 87Q: 3 clusters Score -6714328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6714323.500000 Penalty: 5368.214844
	Iteration 88Q: 3 clusters Score -6714324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6714327.000000 Penalty: 5368.214844
	Iteration 89Q: 3 clusters Score -6714327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6714322.000000 Penalty: 5368.214844
	Iteration 90Q: 3 clusters Score -6714322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6714332.000000 Penalty: 5368.214844
	Iteration 91Q: 3 clusters Score -6714332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6714331.000000 Penalty: 5368.214844
	Iteration 92Q: 3 clusters Score -6714331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6714337.000000 Penalty: 5368.214844
	Iteration 93Q: 3 clusters Score -6714337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6714338.000000 Penalty: 5368.214844
	Iteration 94Q: 3 clusters Score -6714338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6714337.500000 Penalty: 5368.214844
	Iteration 95Q: 3 clusters Score -6714338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6714345.000000 Penalty: 5368.214844
	Iteration 96Q: 3 clusters Score -6714345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6714344.500000 Penalty: 5368.214844
	Iteration 97Q: 3 clusters Score -6714344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6714342.500000 Penalty: 5368.214844
	Iteration 98Q: 3 clusters Score -6714342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6714346.500000 Penalty: 5368.214844
	Iteration 99Q: 3 clusters Score -6714346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6714346.500000 Penalty: 5368.214844
	Iteration 100F: 3 clusters Score -6714346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -112852.921875 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -112852.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110947.367188 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -110947.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111692.281250 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -111692.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112471.171875 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -112471.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -113308.992188 Penalty: 3446.176758
	Iteration 3F: 3 clusters Score -113309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113935.320312 Penalty: 3446.176758
	Iteration 4F: 3 clusters Score -113935.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -114111.328125 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -114111.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -114182.039062 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -114182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114264.843750 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -114264.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114601.812500 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -114601.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114671.406250 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -114671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114757.078125 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -114757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114791.781250 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -114791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -114824.359375 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -114824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -114925.273438 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -114925.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115238.140625 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -115238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -115271.929688 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -115271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115334.500000 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -115334.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -115506.453125 Penalty: 3446.176758
	Iteration 17Q: 3 clusters Score -115506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115726.492188 Penalty: 3446.176758
	Iteration 18Q: 3 clusters Score -115726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115777.046875 Penalty: 3446.176758
	Iteration 19Q: 3 clusters Score -115777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115777.046875 Penalty: 3446.176758
	Iteration 20F: 3 clusters Score -115777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167034 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224575 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189516 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46322 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 50162 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 78072 members 
Mstep: Class 17 contains 82431 members 
Mstep: Class 18 contains 37649 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40114 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27654 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 547 members 
Entering Unmasked Estep 
Score: -133229376.000000 Penalty: 89259.242188
Splitting cluster 14 changes total score from -133228064.000000 to -133229376.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (7991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Entering Unmasked Estep 
Score: -1010990.187500 Penalty: 2228.545654
	Iteration 0F: 2 clusters Score -1010990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1004594.375000 Penalty: 4457.091309
	Iteration 0F: 3 clusters Score -1004594 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1006317.750000 Penalty: 4457.091309
	Iteration 1F: 3 clusters Score -1006318 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1006612.687500 Penalty: 4457.091309
	Iteration 2F: 3 clusters Score -1006613 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1006836.187500 Penalty: 4457.091309
	Iteration 3F: 3 clusters Score -1006836 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1007027.750000 Penalty: 4457.091309
	Iteration 4Q: 3 clusters Score -1007028 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1007233.187500 Penalty: 4457.091309
	Iteration 5Q: 3 clusters Score -1007233 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1007433.125000 Penalty: 4457.091309
	Iteration 6Q: 3 clusters Score -1007433 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1007663.750000 Penalty: 4457.091309
	Iteration 7Q: 3 clusters Score -1007664 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1007904.750000 Penalty: 4457.091309
	Iteration 8Q: 3 clusters Score -1007905 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1008155.312500 Penalty: 4457.091309
	Iteration 9Q: 3 clusters Score -1008155 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1008383.125000 Penalty: 4457.091309
	Iteration 10Q: 3 clusters Score -1008383 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1008607.500000 Penalty: 4457.091309
	Iteration 11Q: 3 clusters Score -1008608 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1008797.937500 Penalty: 4457.091309
	Iteration 12Q: 3 clusters Score -1008798 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1008955.187500 Penalty: 4457.091309
	Iteration 13Q: 3 clusters Score -1008955 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1009119.187500 Penalty: 4457.091309
	Iteration 14Q: 3 clusters Score -1009119 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1009250.187500 Penalty: 4457.091309
	Iteration 15Q: 3 clusters Score -1009250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1009329.500000 Penalty: 4457.091309
	Iteration 16Q: 3 clusters Score -1009330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1009395.312500 Penalty: 4457.091309
	Iteration 17Q: 3 clusters Score -1009395 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1009437.375000 Penalty: 4457.091309
	Iteration 18Q: 3 clusters Score -1009437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1009456.375000 Penalty: 4457.091309
	Iteration 19Q: 3 clusters Score -1009456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1009470.812500 Penalty: 4457.091309
	Iteration 20F: 3 clusters Score -1009471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1009478.875000 Penalty: 4457.091309
	Iteration 21Q: 3 clusters Score -1009479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1009485.750000 Penalty: 4457.091309
	Iteration 22Q: 3 clusters Score -1009486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1009487.062500 Penalty: 4457.091309
	Iteration 23Q: 3 clusters Score -1009487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1009489.750000 Penalty: 4457.091309
	Iteration 24Q: 3 clusters Score -1009490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1009493.500000 Penalty: 4457.091309
	Iteration 25Q: 3 clusters Score -1009494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1009494.250000 Penalty: 4457.091309
	Iteration 26Q: 3 clusters Score -1009494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1009494.062500 Penalty: 4457.091309
	Iteration 27Q: 3 clusters Score -1009494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1009494.625000 Penalty: 4457.091309
	Iteration 28Q: 3 clusters Score -1009495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1009494.312500 Penalty: 4457.091309
	Iteration 29Q: 3 clusters Score -1009494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1009497.562500 Penalty: 4457.091309
	Iteration 30Q: 3 clusters Score -1009498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1009494.312500 Penalty: 4457.091309
	Iteration 31Q: 3 clusters Score -1009494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1009496.687500 Penalty: 4457.091309
	Iteration 32Q: 3 clusters Score -1009497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1009496.687500 Penalty: 4457.091309
	Iteration 33F: 3 clusters Score -1009497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Entering Unmasked Estep 
Score: -10441598.000000 Penalty: 2793.815918
	Iteration 0F: 2 clusters Score -1.04416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -10389306.000000 Penalty: 5587.631836
	Iteration 0F: 3 clusters Score -1.038931e+07 nChanged 36483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -10410172.000000 Penalty: 5587.631836
	Iteration 1F: 3 clusters Score -1.041017e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -10410963.000000 Penalty: 5587.631836
	Iteration 2Q: 3 clusters Score -1.041096e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -10412106.000000 Penalty: 5587.631836
	Iteration 3Q: 3 clusters Score -1.041211e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -10413762.000000 Penalty: 5587.631836
	Iteration 4Q: 3 clusters Score -1.041376e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -10416824.000000 Penalty: 5587.631836
	Iteration 5F: 3 clusters Score -1.041682e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -10421777.000000 Penalty: 5587.631836
	Iteration 6F: 3 clusters Score -1.042178e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -10428115.000000 Penalty: 5587.631836
	Iteration 7F: 3 clusters Score -1.042812e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -10433976.000000 Penalty: 5587.631836
	Iteration 8F: 3 clusters Score -1.043398e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -10437218.000000 Penalty: 5587.631836
	Iteration 9Q: 3 clusters Score -1.043722e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -10438456.000000 Penalty: 5587.631836
	Iteration 10Q: 3 clusters Score -1.043846e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -10438868.000000 Penalty: 5587.631836
	Iteration 11Q: 3 clusters Score -1.043887e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -10439002.000000 Penalty: 5587.631836
	Iteration 12Q: 3 clusters Score -1.0439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -10439058.000000 Penalty: 5587.631836
	Iteration 13Q: 3 clusters Score -1.043906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -10439108.000000 Penalty: 5587.631836
	Iteration 14Q: 3 clusters Score -1.043911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -10439139.000000 Penalty: 5587.631836
	Iteration 15Q: 3 clusters Score -1.043914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -10439161.000000 Penalty: 5587.631836
	Iteration 16Q: 3 clusters Score -1.043916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -10439161.000000 Penalty: 5587.631836
	Iteration 17Q: 3 clusters Score -1.043916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -10439170.000000 Penalty: 5587.631836
	Iteration 18Q: 3 clusters Score -1.043917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -10439178.000000 Penalty: 5587.631836
	Iteration 19Q: 3 clusters Score -1.043918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -10439187.000000 Penalty: 5587.631836
	Iteration 20F: 3 clusters Score -1.043919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -10439196.000000 Penalty: 5587.631836
	Iteration 21Q: 3 clusters Score -1.04392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -10439196.000000 Penalty: 5587.631836
	Iteration 22F: 3 clusters Score -1.04392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (82431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Entering Unmasked Estep 
Score: -10922430.000000 Penalty: 2807.289795
	Iteration 0F: 2 clusters Score -1.092243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -10867480.000000 Penalty: 5614.579590
	Iteration 0F: 3 clusters Score -1.086748e+07 nChanged 38658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -10889687.000000 Penalty: 5614.579590
	Iteration 1F: 3 clusters Score -1.088969e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -10890754.000000 Penalty: 5614.579590
	Iteration 2Q: 3 clusters Score -1.089075e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -10892477.000000 Penalty: 5614.579590
	Iteration 3Q: 3 clusters Score -1.089248e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -10895403.000000 Penalty: 5614.579590
	Iteration 4F: 3 clusters Score -1.08954e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -10900083.000000 Penalty: 5614.579590
	Iteration 5F: 3 clusters Score -1.090008e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -10906494.000000 Penalty: 5614.579590
	Iteration 6F: 3 clusters Score -1.090649e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -10912602.000000 Penalty: 5614.579590
	Iteration 7F: 3 clusters Score -1.09126e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -10916476.000000 Penalty: 5614.579590
	Iteration 8Q: 3 clusters Score -1.091648e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -10918395.000000 Penalty: 5614.579590
	Iteration 9Q: 3 clusters Score -1.09184e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -10919307.000000 Penalty: 5614.579590
	Iteration 10Q: 3 clusters Score -1.091931e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -10919759.000000 Penalty: 5614.579590
	Iteration 11Q: 3 clusters Score -1.091976e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -10919965.000000 Penalty: 5614.579590
	Iteration 12Q: 3 clusters Score -1.091996e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -10920146.000000 Penalty: 5614.579590
	Iteration 13Q: 3 clusters Score -1.092015e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -10920239.000000 Penalty: 5614.579590
	Iteration 14Q: 3 clusters Score -1.092024e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -10920273.000000 Penalty: 5614.579590
	Iteration 15Q: 3 clusters Score -1.092027e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -10920301.000000 Penalty: 5614.579590
	Iteration 16Q: 3 clusters Score -1.09203e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -10920312.000000 Penalty: 5614.579590
	Iteration 17Q: 3 clusters Score -1.092031e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -10920329.000000 Penalty: 5614.579590
	Iteration 18Q: 3 clusters Score -1.092033e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -10920357.000000 Penalty: 5614.579590
	Iteration 19Q: 3 clusters Score -1.092036e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -10920360.000000 Penalty: 5614.579590
	Iteration 20F: 3 clusters Score -1.092036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -10920370.000000 Penalty: 5614.579590
	Iteration 21Q: 3 clusters Score -1.092037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -10920391.000000 Penalty: 5614.579590
	Iteration 22Q: 3 clusters Score -1.092039e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -10920383.000000 Penalty: 5614.579590
	Iteration 23Q: 3 clusters Score -1.092038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -10920391.000000 Penalty: 5614.579590
	Iteration 24Q: 3 clusters Score -1.092039e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -10920424.000000 Penalty: 5614.579590
	Iteration 25Q: 3 clusters Score -1.092042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -10920446.000000 Penalty: 5614.579590
	Iteration 26Q: 3 clusters Score -1.092045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -10920443.000000 Penalty: 5614.579590
	Iteration 27Q: 3 clusters Score -1.092044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -10920453.000000 Penalty: 5614.579590
	Iteration 28Q: 3 clusters Score -1.092045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -10920447.000000 Penalty: 5614.579590
	Iteration 29Q: 3 clusters Score -1.092045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -10920454.000000 Penalty: 5614.579590
	Iteration 30Q: 3 clusters Score -1.092045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10920461.000000 Penalty: 5614.579590
	Iteration 31Q: 3 clusters Score -1.092046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10920470.000000 Penalty: 5614.579590
	Iteration 32Q: 3 clusters Score -1.092047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -10920465.000000 Penalty: 5614.579590
	Iteration 33Q: 3 clusters Score -1.092046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -10920466.000000 Penalty: 5614.579590
	Iteration 34Q: 3 clusters Score -1.092047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -10920471.000000 Penalty: 5614.579590
	Iteration 35Q: 3 clusters Score -1.092047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -10920481.000000 Penalty: 5614.579590
	Iteration 36Q: 3 clusters Score -1.092048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -10920488.000000 Penalty: 5614.579590
	Iteration 37Q: 3 clusters Score -1.092049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -10920499.000000 Penalty: 5614.579590
	Iteration 38Q: 3 clusters Score -1.09205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -10920504.000000 Penalty: 5614.579590
	Iteration 39Q: 3 clusters Score -1.09205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10920502.000000 Penalty: 5614.579590
	Iteration 40F: 3 clusters Score -1.09205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10920493.000000 Penalty: 5614.579590
	Iteration 41Q: 3 clusters Score -1.092049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10920497.000000 Penalty: 5614.579590
	Iteration 42Q: 3 clusters Score -1.09205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -10920496.000000 Penalty: 5614.579590
	Iteration 43Q: 3 clusters Score -1.09205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10920500.000000 Penalty: 5614.579590
	Iteration 44Q: 3 clusters Score -1.09205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -10920505.000000 Penalty: 5614.579590
	Iteration 45Q: 3 clusters Score -1.09205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -10920507.000000 Penalty: 5614.579590
	Iteration 46Q: 3 clusters Score -1.092051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -10920501.000000 Penalty: 5614.579590
	Iteration 47Q: 3 clusters Score -1.09205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -10920501.000000 Penalty: 5614.579590
	Iteration 48F: 3 clusters Score -1.09205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Entering Unmasked Estep 
Score: -4913510.000000 Penalty: 2612.943115
	Iteration 0F: 2 clusters Score -4913510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4887817.500000 Penalty: 5225.886230
	Iteration 0F: 3 clusters Score -4887818 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4897528.000000 Penalty: 5225.886230
	Iteration 1F: 3 clusters Score -4897528 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4898411.000000 Penalty: 5225.886230
	Iteration 2F: 3 clusters Score -4898411 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4899463.000000 Penalty: 5225.886230
	Iteration 3F: 3 clusters Score -4899463 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4900848.000000 Penalty: 5225.886230
	Iteration 4F: 3 clusters Score -4900848 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -4902427.500000 Penalty: 5225.886230
	Iteration 5F: 3 clusters Score -4902428 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -4903884.500000 Penalty: 5225.886230
	Iteration 6F: 3 clusters Score -4903884 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -4905233.500000 Penalty: 5225.886230
	Iteration 7F: 3 clusters Score -4905234 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4906399.000000 Penalty: 5225.886230
	Iteration 8Q: 3 clusters Score -4906399 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4907443.000000 Penalty: 5225.886230
	Iteration 9Q: 3 clusters Score -4907443 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -4908168.000000 Penalty: 5225.886230
	Iteration 10Q: 3 clusters Score -4908168 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4908609.500000 Penalty: 5225.886230
	Iteration 11Q: 3 clusters Score -4908610 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -4908889.000000 Penalty: 5225.886230
	Iteration 12Q: 3 clusters Score -4908889 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4909027.500000 Penalty: 5225.886230
	Iteration 13Q: 3 clusters Score -4909028 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -4909146.000000 Penalty: 5225.886230
	Iteration 14Q: 3 clusters Score -4909146 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4909231.500000 Penalty: 5225.886230
	Iteration 15Q: 3 clusters Score -4909232 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -4909311.500000 Penalty: 5225.886230
	Iteration 16Q: 3 clusters Score -4909312 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -4909371.000000 Penalty: 5225.886230
	Iteration 17Q: 3 clusters Score -4909371 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4909456.500000 Penalty: 5225.886230
	Iteration 18Q: 3 clusters Score -4909456 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4909506.000000 Penalty: 5225.886230
	Iteration 19Q: 3 clusters Score -4909506 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -4909548.500000 Penalty: 5225.886230
	Iteration 20F: 3 clusters Score -4909548 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4909586.000000 Penalty: 5225.886230
	Iteration 21Q: 3 clusters Score -4909586 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -4909638.000000 Penalty: 5225.886230
	Iteration 22Q: 3 clusters Score -4909638 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -4909671.500000 Penalty: 5225.886230
	Iteration 23Q: 3 clusters Score -4909672 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -4909743.000000 Penalty: 5225.886230
	Iteration 24Q: 3 clusters Score -4909743 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4909782.000000 Penalty: 5225.886230
	Iteration 25Q: 3 clusters Score -4909782 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -4909811.000000 Penalty: 5225.886230
	Iteration 26Q: 3 clusters Score -4909811 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4909921.500000 Penalty: 5225.886230
	Iteration 27Q: 3 clusters Score -4909922 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4910002.500000 Penalty: 5225.886230
	Iteration 28Q: 3 clusters Score -4910002 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -4910110.500000 Penalty: 5225.886230
	Iteration 29Q: 3 clusters Score -4910110 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4910286.000000 Penalty: 5225.886230
	Iteration 30Q: 3 clusters Score -4910286 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -4910476.500000 Penalty: 5225.886230
	Iteration 31Q: 3 clusters Score -4910476 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -4910629.500000 Penalty: 5225.886230
	Iteration 32Q: 3 clusters Score -4910630 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4910747.000000 Penalty: 5225.886230
	Iteration 33Q: 3 clusters Score -4910747 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -4910871.000000 Penalty: 5225.886230
	Iteration 34Q: 3 clusters Score -4910871 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4910964.000000 Penalty: 5225.886230
	Iteration 35Q: 3 clusters Score -4910964 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4911040.500000 Penalty: 5225.886230
	Iteration 36Q: 3 clusters Score -4911040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4911096.500000 Penalty: 5225.886230
	Iteration 37Q: 3 clusters Score -4911096 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -4911132.000000 Penalty: 5225.886230
	Iteration 38Q: 3 clusters Score -4911132 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -4911163.000000 Penalty: 5225.886230
	Iteration 39Q: 3 clusters Score -4911163 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4911179.000000 Penalty: 5225.886230
	Iteration 40F: 3 clusters Score -4911179 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4911195.500000 Penalty: 5225.886230
	Iteration 41Q: 3 clusters Score -4911196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4911210.000000 Penalty: 5225.886230
	Iteration 42Q: 3 clusters Score -4911210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4911235.500000 Penalty: 5225.886230
	Iteration 43Q: 3 clusters Score -4911236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4911247.500000 Penalty: 5225.886230
	Iteration 44Q: 3 clusters Score -4911248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -4911269.500000 Penalty: 5225.886230
	Iteration 45Q: 3 clusters Score -4911270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4911257.500000 Penalty: 5225.886230
	Iteration 46Q: 3 clusters Score -4911258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -4911264.500000 Penalty: 5225.886230
	Iteration 47Q: 3 clusters Score -4911264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4911270.000000 Penalty: 5225.886230
	Iteration 48Q: 3 clusters Score -4911270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -4911275.500000 Penalty: 5225.886230
	Iteration 49Q: 3 clusters Score -4911276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4911276.500000 Penalty: 5225.886230
	Iteration 50Q: 3 clusters Score -4911276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4911270.500000 Penalty: 5225.886230
	Iteration 51Q: 3 clusters Score -4911270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4911273.000000 Penalty: 5225.886230
	Iteration 52Q: 3 clusters Score -4911273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4911284.500000 Penalty: 5225.886230
	Iteration 53Q: 3 clusters Score -4911284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4911274.500000 Penalty: 5225.886230
	Iteration 54Q: 3 clusters Score -4911274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4911265.000000 Penalty: 5225.886230
	Iteration 55Q: 3 clusters Score -4911265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -4911277.000000 Penalty: 5225.886230
	Iteration 56Q: 3 clusters Score -4911277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4911294.500000 Penalty: 5225.886230
	Iteration 57Q: 3 clusters Score -4911294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4911282.500000 Penalty: 5225.886230
	Iteration 58Q: 3 clusters Score -4911282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4911287.000000 Penalty: 5225.886230
	Iteration 59Q: 3 clusters Score -4911287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4911286.500000 Penalty: 5225.886230
	Iteration 60F: 3 clusters Score -4911286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -4911290.500000 Penalty: 5225.886230
	Iteration 61Q: 3 clusters Score -4911290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -4911279.000000 Penalty: 5225.886230
	Iteration 62Q: 3 clusters Score -4911279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -4911292.500000 Penalty: 5225.886230
	Iteration 63Q: 3 clusters Score -4911292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4911293.500000 Penalty: 5225.886230
	Iteration 64Q: 3 clusters Score -4911294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -4911289.500000 Penalty: 5225.886230
	Iteration 65Q: 3 clusters Score -4911290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4911298.000000 Penalty: 5225.886230
	Iteration 66Q: 3 clusters Score -4911298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4911304.500000 Penalty: 5225.886230
	Iteration 67Q: 3 clusters Score -4911304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4911302.500000 Penalty: 5225.886230
	Iteration 68Q: 3 clusters Score -4911302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4911307.500000 Penalty: 5225.886230
	Iteration 69Q: 3 clusters Score -4911308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4911307.000000 Penalty: 5225.886230
	Iteration 70Q: 3 clusters Score -4911307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4911319.000000 Penalty: 5225.886230
	Iteration 71Q: 3 clusters Score -4911319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -4911314.000000 Penalty: 5225.886230
	Iteration 72Q: 3 clusters Score -4911314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -4911307.500000 Penalty: 5225.886230
	Iteration 73Q: 3 clusters Score -4911308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4911312.000000 Penalty: 5225.886230
	Iteration 74Q: 3 clusters Score -4911312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4911316.000000 Penalty: 5225.886230
	Iteration 75Q: 3 clusters Score -4911316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4911326.000000 Penalty: 5225.886230
	Iteration 76Q: 3 clusters Score -4911326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -4911329.500000 Penalty: 5225.886230
	Iteration 77Q: 3 clusters Score -4911330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -4911328.000000 Penalty: 5225.886230
	Iteration 78Q: 3 clusters Score -4911328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4911325.500000 Penalty: 5225.886230
	Iteration 79Q: 3 clusters Score -4911326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4911331.000000 Penalty: 5225.886230
	Iteration 80F: 3 clusters Score -4911331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -4911334.500000 Penalty: 5225.886230
	Iteration 81Q: 3 clusters Score -4911334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4911335.000000 Penalty: 5225.886230
	Iteration 82Q: 3 clusters Score -4911335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4911338.500000 Penalty: 5225.886230
	Iteration 83Q: 3 clusters Score -4911338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -4911342.500000 Penalty: 5225.886230
	Iteration 84Q: 3 clusters Score -4911342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4911343.500000 Penalty: 5225.886230
	Iteration 85Q: 3 clusters Score -4911344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -4911342.000000 Penalty: 5225.886230
	Iteration 86Q: 3 clusters Score -4911342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4911344.000000 Penalty: 5225.886230
	Iteration 87Q: 3 clusters Score -4911344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4911342.000000 Penalty: 5225.886230
	Iteration 88Q: 3 clusters Score -4911342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4911343.500000 Penalty: 5225.886230
	Iteration 89Q: 3 clusters Score -4911344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4911340.000000 Penalty: 5225.886230
	Iteration 90Q: 3 clusters Score -4911340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4911337.500000 Penalty: 5225.886230
	Iteration 91Q: 3 clusters Score -4911338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4911339.500000 Penalty: 5225.886230
	Iteration 92Q: 3 clusters Score -4911340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4911331.500000 Penalty: 5225.886230
	Iteration 93Q: 3 clusters Score -4911332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4911335.500000 Penalty: 5225.886230
	Iteration 94Q: 3 clusters Score -4911336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4911335.000000 Penalty: 5225.886230
	Iteration 95Q: 3 clusters Score -4911335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4911343.000000 Penalty: 5225.886230
	Iteration 96Q: 3 clusters Score -4911343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -4911339.000000 Penalty: 5225.886230
	Iteration 97Q: 3 clusters Score -4911339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4911340.000000 Penalty: 5225.886230
	Iteration 98Q: 3 clusters Score -4911340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -4911338.000000 Penalty: 5225.886230
	Iteration 99Q: 3 clusters Score -4911338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4911340.000000 Penalty: 5225.886230
	Iteration 100F: 3 clusters Score -4911340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -679408.687500 Penalty: 2130.798584
	Iteration 0F: 2 clusters Score -679408.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -674650.500000 Penalty: 4261.597168
	Iteration 0F: 3 clusters Score -674650.5 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -675826.625000 Penalty: 4261.597168
	Iteration 1F: 3 clusters Score -675826.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -676184.312500 Penalty: 4261.597168
	Iteration 2F: 3 clusters Score -676184.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -676536.250000 Penalty: 4261.597168
	Iteration 3F: 3 clusters Score -676536.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -676910.500000 Penalty: 4261.597168
	Iteration 4F: 3 clusters Score -676910.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -677411.687500 Penalty: 4261.597168
	Iteration 5F: 3 clusters Score -677411.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -677974.437500 Penalty: 4261.597168
	Iteration 6F: 3 clusters Score -677974.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -678542.000000 Penalty: 4261.597168
	Iteration 7F: 3 clusters Score -678542 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -678963.312500 Penalty: 4261.597168
	Iteration 8F: 3 clusters Score -678963.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -679224.562500 Penalty: 4261.597168
	Iteration 9Q: 3 clusters Score -679224.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -679356.437500 Penalty: 4261.597168
	Iteration 10Q: 3 clusters Score -679356.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -679456.625000 Penalty: 4261.597168
	Iteration 11Q: 3 clusters Score -679456.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -679608.687500 Penalty: 4261.597168
	Iteration 12Q: 3 clusters Score -679608.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -679854.875000 Penalty: 4261.597168
	Iteration 13Q: 3 clusters Score -679854.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -680065.187500 Penalty: 4261.597168
	Iteration 14Q: 3 clusters Score -680065.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -680174.687500 Penalty: 4261.597168
	Iteration 15Q: 3 clusters Score -680174.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -680231.625000 Penalty: 4261.597168
	Iteration 16Q: 3 clusters Score -680231.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -680259.812500 Penalty: 4261.597168
	Iteration 17Q: 3 clusters Score -680259.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -680279.062500 Penalty: 4261.597168
	Iteration 18Q: 3 clusters Score -680279.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -680295.312500 Penalty: 4261.597168
	Iteration 19Q: 3 clusters Score -680295.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -680302.062500 Penalty: 4261.597168
	Iteration 20F: 3 clusters Score -680302.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -680307.812500 Penalty: 4261.597168
	Iteration 21Q: 3 clusters Score -680307.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -680312.437500 Penalty: 4261.597168
	Iteration 22Q: 3 clusters Score -680312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -680315.687500 Penalty: 4261.597168
	Iteration 23Q: 3 clusters Score -680315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -680315.312500 Penalty: 4261.597168
	Iteration 24Q: 3 clusters Score -680315.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -680314.875000 Penalty: 4261.597168
	Iteration 25Q: 3 clusters Score -680314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -680314.875000 Penalty: 4261.597168
	Iteration 26F: 3 clusters Score -680314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167034 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224575 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189516 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46322 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 50162 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 78072 members 
Mstep: Class 17 contains 82431 members 
Mstep: Class 18 contains 37649 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40114 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27654 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 1695 members 
Entering Unmasked Estep 
Score: -133229088.000000 Penalty: 92692.289062
Splitting cluster 19 changes total score from -133228064.000000 to -133229088.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (6232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Entering Unmasked Estep 
Score: -853025.687500 Penalty: 2166.888184
	Iteration 0F: 2 clusters Score -853025.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -847665.187500 Penalty: 4333.776367
	Iteration 0F: 3 clusters Score -847665.2 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -848999.062500 Penalty: 4333.776367
	Iteration 1F: 3 clusters Score -848999.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -849194.062500 Penalty: 4333.776367
	Iteration 2F: 3 clusters Score -849194.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -849313.750000 Penalty: 4333.776367
	Iteration 3Q: 3 clusters Score -849313.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -849397.187500 Penalty: 4333.776367
	Iteration 4Q: 3 clusters Score -849397.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -849460.875000 Penalty: 4333.776367
	Iteration 5Q: 3 clusters Score -849460.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -849513.375000 Penalty: 4333.776367
	Iteration 6Q: 3 clusters Score -849513.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -849565.312500 Penalty: 4333.776367
	Iteration 7Q: 3 clusters Score -849565.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -849603.000000 Penalty: 4333.776367
	Iteration 8Q: 3 clusters Score -849603 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -849632.437500 Penalty: 4333.776367
	Iteration 9Q: 3 clusters Score -849632.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -849659.562500 Penalty: 4333.776367
	Iteration 10Q: 3 clusters Score -849659.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -849688.562500 Penalty: 4333.776367
	Iteration 11Q: 3 clusters Score -849688.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -849711.875000 Penalty: 4333.776367
	Iteration 12Q: 3 clusters Score -849711.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -849733.687500 Penalty: 4333.776367
	Iteration 13Q: 3 clusters Score -849733.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -849754.687500 Penalty: 4333.776367
	Iteration 14Q: 3 clusters Score -849754.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -849772.250000 Penalty: 4333.776367
	Iteration 15Q: 3 clusters Score -849772.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -849786.125000 Penalty: 4333.776367
	Iteration 16Q: 3 clusters Score -849786.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -849802.062500 Penalty: 4333.776367
	Iteration 17Q: 3 clusters Score -849802.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -849819.437500 Penalty: 4333.776367
	Iteration 18Q: 3 clusters Score -849819.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -849829.437500 Penalty: 4333.776367
	Iteration 19Q: 3 clusters Score -849829.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -849838.562500 Penalty: 4333.776367
	Iteration 20F: 3 clusters Score -849838.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -849847.000000 Penalty: 4333.776367
	Iteration 21Q: 3 clusters Score -849847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -849849.312500 Penalty: 4333.776367
	Iteration 22Q: 3 clusters Score -849849.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -849854.500000 Penalty: 4333.776367
	Iteration 23Q: 3 clusters Score -849854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -849857.125000 Penalty: 4333.776367
	Iteration 24Q: 3 clusters Score -849857.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -849859.625000 Penalty: 4333.776367
	Iteration 25Q: 3 clusters Score -849859.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -849862.500000 Penalty: 4333.776367
	Iteration 26Q: 3 clusters Score -849862.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -849865.750000 Penalty: 4333.776367
	Iteration 27Q: 3 clusters Score -849865.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -849869.187500 Penalty: 4333.776367
	Iteration 28Q: 3 clusters Score -849869.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -849871.437500 Penalty: 4333.776367
	Iteration 29Q: 3 clusters Score -849871.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -849873.375000 Penalty: 4333.776367
	Iteration 30Q: 3 clusters Score -849873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -849876.625000 Penalty: 4333.776367
	Iteration 31Q: 3 clusters Score -849876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -849876.500000 Penalty: 4333.776367
	Iteration 32Q: 3 clusters Score -849876.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -849878.250000 Penalty: 4333.776367
	Iteration 33Q: 3 clusters Score -849878.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -849885.375000 Penalty: 4333.776367
	Iteration 34Q: 3 clusters Score -849885.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -849887.937500 Penalty: 4333.776367
	Iteration 35Q: 3 clusters Score -849887.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -849890.500000 Penalty: 4333.776367
	Iteration 36Q: 3 clusters Score -849890.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -849896.375000 Penalty: 4333.776367
	Iteration 37Q: 3 clusters Score -849896.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -849900.187500 Penalty: 4333.776367
	Iteration 38Q: 3 clusters Score -849900.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -849905.062500 Penalty: 4333.776367
	Iteration 39Q: 3 clusters Score -849905.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -849910.187500 Penalty: 4333.776367
	Iteration 40F: 3 clusters Score -849910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -849914.750000 Penalty: 4333.776367
	Iteration 41Q: 3 clusters Score -849914.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -849918.125000 Penalty: 4333.776367
	Iteration 42Q: 3 clusters Score -849918.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -849920.000000 Penalty: 4333.776367
	Iteration 43Q: 3 clusters Score -849920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -849922.500000 Penalty: 4333.776367
	Iteration 44Q: 3 clusters Score -849922.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -849926.062500 Penalty: 4333.776367
	Iteration 45Q: 3 clusters Score -849926.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -849930.687500 Penalty: 4333.776367
	Iteration 46Q: 3 clusters Score -849930.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -849935.625000 Penalty: 4333.776367
	Iteration 47Q: 3 clusters Score -849935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -849938.875000 Penalty: 4333.776367
	Iteration 48Q: 3 clusters Score -849938.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -849939.750000 Penalty: 4333.776367
	Iteration 49Q: 3 clusters Score -849939.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -849943.812500 Penalty: 4333.776367
	Iteration 50Q: 3 clusters Score -849943.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -849950.000000 Penalty: 4333.776367
	Iteration 51Q: 3 clusters Score -849950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -849955.125000 Penalty: 4333.776367
	Iteration 52Q: 3 clusters Score -849955.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -849958.875000 Penalty: 4333.776367
	Iteration 53Q: 3 clusters Score -849958.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -849964.000000 Penalty: 4333.776367
	Iteration 54Q: 3 clusters Score -849964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -849970.812500 Penalty: 4333.776367
	Iteration 55Q: 3 clusters Score -849970.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -849975.937500 Penalty: 4333.776367
	Iteration 56Q: 3 clusters Score -849975.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -849986.375000 Penalty: 4333.776367
	Iteration 57Q: 3 clusters Score -849986.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -849995.312500 Penalty: 4333.776367
	Iteration 58Q: 3 clusters Score -849995.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -850002.250000 Penalty: 4333.776367
	Iteration 59Q: 3 clusters Score -850002.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -850010.250000 Penalty: 4333.776367
	Iteration 60F: 3 clusters Score -850010.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -850015.812500 Penalty: 4333.776367
	Iteration 61Q: 3 clusters Score -850015.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -850026.812500 Penalty: 4333.776367
	Iteration 62Q: 3 clusters Score -850026.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -850036.500000 Penalty: 4333.776367
	Iteration 63Q: 3 clusters Score -850036.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -850045.812500 Penalty: 4333.776367
	Iteration 64Q: 3 clusters Score -850045.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -850059.125000 Penalty: 4333.776367
	Iteration 65Q: 3 clusters Score -850059.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -850079.312500 Penalty: 4333.776367
	Iteration 66Q: 3 clusters Score -850079.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -850103.937500 Penalty: 4333.776367
	Iteration 67Q: 3 clusters Score -850103.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -850118.000000 Penalty: 4333.776367
	Iteration 68Q: 3 clusters Score -850118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -850138.500000 Penalty: 4333.776367
	Iteration 69Q: 3 clusters Score -850138.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -850164.875000 Penalty: 4333.776367
	Iteration 70Q: 3 clusters Score -850164.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -850197.187500 Penalty: 4333.776367
	Iteration 71Q: 3 clusters Score -850197.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -850223.875000 Penalty: 4333.776367
	Iteration 72Q: 3 clusters Score -850223.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -850262.937500 Penalty: 4333.776367
	Iteration 73Q: 3 clusters Score -850262.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -850304.000000 Penalty: 4333.776367
	Iteration 74Q: 3 clusters Score -850304 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -850353.562500 Penalty: 4333.776367
	Iteration 75Q: 3 clusters Score -850353.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -850397.562500 Penalty: 4333.776367
	Iteration 76Q: 3 clusters Score -850397.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -850451.000000 Penalty: 4333.776367
	Iteration 77Q: 3 clusters Score -850451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -850514.937500 Penalty: 4333.776367
	Iteration 78Q: 3 clusters Score -850514.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -850570.562500 Penalty: 4333.776367
	Iteration 79Q: 3 clusters Score -850570.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -850626.437500 Penalty: 4333.776367
	Iteration 80F: 3 clusters Score -850626.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -850665.250000 Penalty: 4333.776367
	Iteration 81Q: 3 clusters Score -850665.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -850700.187500 Penalty: 4333.776367
	Iteration 82Q: 3 clusters Score -850700.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -850736.000000 Penalty: 4333.776367
	Iteration 83Q: 3 clusters Score -850736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -850776.812500 Penalty: 4333.776367
	Iteration 84Q: 3 clusters Score -850776.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -850818.562500 Penalty: 4333.776367
	Iteration 85Q: 3 clusters Score -850818.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -850849.437500 Penalty: 4333.776367
	Iteration 86Q: 3 clusters Score -850849.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -850882.125000 Penalty: 4333.776367
	Iteration 87Q: 3 clusters Score -850882.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -850910.000000 Penalty: 4333.776367
	Iteration 88Q: 3 clusters Score -850910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -850926.312500 Penalty: 4333.776367
	Iteration 89Q: 3 clusters Score -850926.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -850943.250000 Penalty: 4333.776367
	Iteration 90Q: 3 clusters Score -850943.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -850964.187500 Penalty: 4333.776367
	Iteration 91Q: 3 clusters Score -850964.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -850979.375000 Penalty: 4333.776367
	Iteration 92Q: 3 clusters Score -850979.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -850989.687500 Penalty: 4333.776367
	Iteration 93Q: 3 clusters Score -850989.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -850999.750000 Penalty: 4333.776367
	Iteration 94Q: 3 clusters Score -850999.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -851010.812500 Penalty: 4333.776367
	Iteration 95Q: 3 clusters Score -851010.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -851020.687500 Penalty: 4333.776367
	Iteration 96Q: 3 clusters Score -851020.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -851026.687500 Penalty: 4333.776367
	Iteration 97Q: 3 clusters Score -851026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -851030.437500 Penalty: 4333.776367
	Iteration 98Q: 3 clusters Score -851030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -851033.562500 Penalty: 4333.776367
	Iteration 99Q: 3 clusters Score -851033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -851037.312500 Penalty: 4333.776367
	Iteration 100F: 3 clusters Score -851037.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -851039.562500 Penalty: 4333.776367
	Iteration 101Q: 3 clusters Score -851039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -851041.312500 Penalty: 4333.776367
	Iteration 102Q: 3 clusters Score -851041.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -851044.812500 Penalty: 4333.776367
	Iteration 103Q: 3 clusters Score -851044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -851044.687500 Penalty: 4333.776367
	Iteration 104Q: 3 clusters Score -851044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -851047.937500 Penalty: 4333.776367
	Iteration 105Q: 3 clusters Score -851047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -851052.062500 Penalty: 4333.776367
	Iteration 106Q: 3 clusters Score -851052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -851052.250000 Penalty: 4333.776367
	Iteration 107Q: 3 clusters Score -851052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -851055.937500 Penalty: 4333.776367
	Iteration 108Q: 3 clusters Score -851055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -851056.312500 Penalty: 4333.776367
	Iteration 109Q: 3 clusters Score -851056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -851057.000000 Penalty: 4333.776367
	Iteration 110Q: 3 clusters Score -851057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -851060.687500 Penalty: 4333.776367
	Iteration 111Q: 3 clusters Score -851060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -851063.625000 Penalty: 4333.776367
	Iteration 112Q: 3 clusters Score -851063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -851066.750000 Penalty: 4333.776367
	Iteration 113Q: 3 clusters Score -851066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -851068.812500 Penalty: 4333.776367
	Iteration 114Q: 3 clusters Score -851068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -851074.875000 Penalty: 4333.776367
	Iteration 115Q: 3 clusters Score -851074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -851079.937500 Penalty: 4333.776367
	Iteration 116Q: 3 clusters Score -851079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -851081.312500 Penalty: 4333.776367
	Iteration 117Q: 3 clusters Score -851081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -851081.750000 Penalty: 4333.776367
	Iteration 118Q: 3 clusters Score -851081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -851084.250000 Penalty: 4333.776367
	Iteration 119Q: 3 clusters Score -851084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -851085.937500 Penalty: 4333.776367
	Iteration 120F: 3 clusters Score -851085.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -851090.000000 Penalty: 4333.776367
	Iteration 121Q: 3 clusters Score -851090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -851092.312500 Penalty: 4333.776367
	Iteration 122Q: 3 clusters Score -851092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -851093.250000 Penalty: 4333.776367
	Iteration 123Q: 3 clusters Score -851093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -851096.687500 Penalty: 4333.776367
	Iteration 124Q: 3 clusters Score -851096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -851096.625000 Penalty: 4333.776367
	Iteration 125Q: 3 clusters Score -851096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -851096.500000 Penalty: 4333.776367
	Iteration 126Q: 3 clusters Score -851096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -851099.625000 Penalty: 4333.776367
	Iteration 127Q: 3 clusters Score -851099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -851099.625000 Penalty: 4333.776367
	Iteration 128F: 3 clusters Score -851099.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 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 136 members 
Entering Unmasked Estep 
Score: -23515.406250 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23515.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23628.296875 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23628.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23646.867188 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -23646.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23666.511719 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23666.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23711.544922 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23711.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23728.880859 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -23728.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23750.082031 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -23750.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23825.242188 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -23825.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23834.744141 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -23834.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23834.744141 Penalty: 2773.129639
	Iteration 9F: 3 clusters Score -23834.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Entering Unmasked Estep 
Score: -5203220.000000 Penalty: 2628.671143
	Iteration 0F: 2 clusters Score -5203220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -5176044.000000 Penalty: 5257.342285
	Iteration 0F: 3 clusters Score -5176044 nChanged 18372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -5186115.500000 Penalty: 5257.342285
	Iteration 1F: 3 clusters Score -5186116 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -5186694.000000 Penalty: 5257.342285
	Iteration 2Q: 3 clusters Score -5186694 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -5187317.500000 Penalty: 5257.342285
	Iteration 3Q: 3 clusters Score -5187318 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5188010.000000 Penalty: 5257.342285
	Iteration 4Q: 3 clusters Score -5188010 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5189069.500000 Penalty: 5257.342285
	Iteration 5F: 3 clusters Score -5189070 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -5190659.500000 Penalty: 5257.342285
	Iteration 6F: 3 clusters Score -5190660 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -5192796.000000 Penalty: 5257.342285
	Iteration 7F: 3 clusters Score -5192796 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -5195436.500000 Penalty: 5257.342285
	Iteration 8F: 3 clusters Score -5195436 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -5198006.500000 Penalty: 5257.342285
	Iteration 9F: 3 clusters Score -5198006 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5199682.500000 Penalty: 5257.342285
	Iteration 10Q: 3 clusters Score -5199682 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5200530.500000 Penalty: 5257.342285
	Iteration 11Q: 3 clusters Score -5200530 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5200910.500000 Penalty: 5257.342285
	Iteration 12Q: 3 clusters Score -5200910 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5201082.500000 Penalty: 5257.342285
	Iteration 13Q: 3 clusters Score -5201082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5201166.500000 Penalty: 5257.342285
	Iteration 14Q: 3 clusters Score -5201166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5201228.500000 Penalty: 5257.342285
	Iteration 15Q: 3 clusters Score -5201228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5201249.000000 Penalty: 5257.342285
	Iteration 16Q: 3 clusters Score -5201249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5201251.000000 Penalty: 5257.342285
	Iteration 17Q: 3 clusters Score -5201251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5201262.000000 Penalty: 5257.342285
	Iteration 18Q: 3 clusters Score -5201262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5201264.000000 Penalty: 5257.342285
	Iteration 19Q: 3 clusters Score -5201264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5201273.500000 Penalty: 5257.342285
	Iteration 20F: 3 clusters Score -5201274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5201277.500000 Penalty: 5257.342285
	Iteration 21Q: 3 clusters Score -5201278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5201278.500000 Penalty: 5257.342285
	Iteration 22Q: 3 clusters Score -5201278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5201276.500000 Penalty: 5257.342285
	Iteration 23Q: 3 clusters Score -5201276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5201285.500000 Penalty: 5257.342285
	Iteration 24Q: 3 clusters Score -5201286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5201285.500000 Penalty: 5257.342285
	Iteration 25F: 3 clusters Score -5201286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Entering Unmasked Estep 
Score: -2980731.500000 Penalty: 2481.140381
	Iteration 0F: 2 clusters Score -2980732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2965263.750000 Penalty: 4962.280762
	Iteration 0F: 3 clusters Score -2965264 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2970608.000000 Penalty: 4962.280762
	Iteration 1F: 3 clusters Score -2970608 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2971117.500000 Penalty: 4962.280762
	Iteration 2F: 3 clusters Score -2971118 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2971656.000000 Penalty: 4962.280762
	Iteration 3F: 3 clusters Score -2971656 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2972393.250000 Penalty: 4962.280762
	Iteration 4F: 3 clusters Score -2972393 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2973546.750000 Penalty: 4962.280762
	Iteration 5F: 3 clusters Score -2973547 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2975124.250000 Penalty: 4962.280762
	Iteration 6F: 3 clusters Score -2975124 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2976618.750000 Penalty: 4962.280762
	Iteration 7F: 3 clusters Score -2976619 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2977777.000000 Penalty: 4962.280762
	Iteration 8F: 3 clusters Score -2977777 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2978464.750000 Penalty: 4962.280762
	Iteration 9Q: 3 clusters Score -2978465 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2978803.500000 Penalty: 4962.280762
	Iteration 10Q: 3 clusters Score -2978804 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2979016.500000 Penalty: 4962.280762
	Iteration 11Q: 3 clusters Score -2979016 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2979151.000000 Penalty: 4962.280762
	Iteration 12Q: 3 clusters Score -2979151 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2979249.500000 Penalty: 4962.280762
	Iteration 13Q: 3 clusters Score -2979250 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2979315.000000 Penalty: 4962.280762
	Iteration 14Q: 3 clusters Score -2979315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2979367.500000 Penalty: 4962.280762
	Iteration 15Q: 3 clusters Score -2979368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2979397.750000 Penalty: 4962.280762
	Iteration 16Q: 3 clusters Score -2979398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2979430.000000 Penalty: 4962.280762
	Iteration 17Q: 3 clusters Score -2979430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2979437.750000 Penalty: 4962.280762
	Iteration 18Q: 3 clusters Score -2979438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2979452.250000 Penalty: 4962.280762
	Iteration 19Q: 3 clusters Score -2979452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2979454.250000 Penalty: 4962.280762
	Iteration 20F: 3 clusters Score -2979454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2979472.250000 Penalty: 4962.280762
	Iteration 21Q: 3 clusters Score -2979472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2979487.000000 Penalty: 4962.280762
	Iteration 22Q: 3 clusters Score -2979487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2979491.250000 Penalty: 4962.280762
	Iteration 23Q: 3 clusters Score -2979491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2979500.000000 Penalty: 4962.280762
	Iteration 24Q: 3 clusters Score -2979500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2979510.750000 Penalty: 4962.280762
	Iteration 25Q: 3 clusters Score -2979511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2979515.750000 Penalty: 4962.280762
	Iteration 26Q: 3 clusters Score -2979516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2979520.000000 Penalty: 4962.280762
	Iteration 27Q: 3 clusters Score -2979520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2979520.250000 Penalty: 4962.280762
	Iteration 28Q: 3 clusters Score -2979520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2979522.750000 Penalty: 4962.280762
	Iteration 29Q: 3 clusters Score -2979523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2979522.750000 Penalty: 4962.280762
	Iteration 30Q: 3 clusters Score -2979523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2979527.750000 Penalty: 4962.280762
	Iteration 31Q: 3 clusters Score -2979528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2979533.750000 Penalty: 4962.280762
	Iteration 32Q: 3 clusters Score -2979534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2979538.000000 Penalty: 4962.280762
	Iteration 33Q: 3 clusters Score -2979538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2979536.500000 Penalty: 4962.280762
	Iteration 34Q: 3 clusters Score -2979536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2979535.250000 Penalty: 4962.280762
	Iteration 35Q: 3 clusters Score -2979535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2979538.250000 Penalty: 4962.280762
	Iteration 36Q: 3 clusters Score -2979538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2979537.000000 Penalty: 4962.280762
	Iteration 37Q: 3 clusters Score -2979537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2979537.000000 Penalty: 4962.280762
	Iteration 38F: 3 clusters Score -2979537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Entering Unmasked Estep 
Score: -3719190.250000 Penalty: 2536.426270
	Iteration 0F: 2 clusters Score -3719190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3700198.000000 Penalty: 5072.852539
	Iteration 0F: 3 clusters Score -3700198 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3706886.000000 Penalty: 5072.852539
	Iteration 1F: 3 clusters Score -3706886 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3707546.000000 Penalty: 5072.852539
	Iteration 2F: 3 clusters Score -3707546 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3708337.500000 Penalty: 5072.852539
	Iteration 3F: 3 clusters Score -3708338 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3709362.500000 Penalty: 5072.852539
	Iteration 4F: 3 clusters Score -3709362 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3710827.250000 Penalty: 5072.852539
	Iteration 5F: 3 clusters Score -3710827 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3712566.000000 Penalty: 5072.852539
	Iteration 6F: 3 clusters Score -3712566 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3714399.750000 Penalty: 5072.852539
	Iteration 7F: 3 clusters Score -3714400 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3715654.500000 Penalty: 5072.852539
	Iteration 8Q: 3 clusters Score -3715654 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3716310.750000 Penalty: 5072.852539
	Iteration 9Q: 3 clusters Score -3716311 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3716613.750000 Penalty: 5072.852539
	Iteration 10Q: 3 clusters Score -3716614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3716764.250000 Penalty: 5072.852539
	Iteration 11Q: 3 clusters Score -3716764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3716847.000000 Penalty: 5072.852539
	Iteration 12Q: 3 clusters Score -3716847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3716889.250000 Penalty: 5072.852539
	Iteration 13Q: 3 clusters Score -3716889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3716913.750000 Penalty: 5072.852539
	Iteration 14Q: 3 clusters Score -3716914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3716931.750000 Penalty: 5072.852539
	Iteration 15Q: 3 clusters Score -3716932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3716940.250000 Penalty: 5072.852539
	Iteration 16Q: 3 clusters Score -3716940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -3716943.000000 Penalty: 5072.852539
	Iteration 17Q: 3 clusters Score -3716943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3716940.750000 Penalty: 5072.852539
	Iteration 18Q: 3 clusters Score -3716941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3716943.750000 Penalty: 5072.852539
	Iteration 19Q: 3 clusters Score -3716944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3716944.000000 Penalty: 5072.852539
	Iteration 20F: 3 clusters Score -3716944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -281678.718750 Penalty: 1909.897583
	Iteration 0F: 2 clusters Score -281678.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -278932.750000 Penalty: 3819.795166
	Iteration 0F: 3 clusters Score -278932.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -279496.531250 Penalty: 3819.795166
	Iteration 1F: 3 clusters Score -279496.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -279713.187500 Penalty: 3819.795166
	Iteration 2F: 3 clusters Score -279713.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279900.343750 Penalty: 3819.795166
	Iteration 3F: 3 clusters Score -279900.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -280104.937500 Penalty: 3819.795166
	Iteration 4F: 3 clusters Score -280104.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -280299.843750 Penalty: 3819.795166
	Iteration 5F: 3 clusters Score -280299.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -280492.250000 Penalty: 3819.795166
	Iteration 6Q: 3 clusters Score -280492.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -280709.031250 Penalty: 3819.795166
	Iteration 7Q: 3 clusters Score -280709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280905.375000 Penalty: 3819.795166
	Iteration 8Q: 3 clusters Score -280905.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -281089.843750 Penalty: 3819.795166
	Iteration 9Q: 3 clusters Score -281089.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -281245.125000 Penalty: 3819.795166
	Iteration 10Q: 3 clusters Score -281245.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -281341.031250 Penalty: 3819.795166
	Iteration 11Q: 3 clusters Score -281341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -281415.750000 Penalty: 3819.795166
	Iteration 12Q: 3 clusters Score -281415.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -281472.781250 Penalty: 3819.795166
	Iteration 13Q: 3 clusters Score -281472.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -281535.843750 Penalty: 3819.795166
	Iteration 14Q: 3 clusters Score -281535.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -281608.343750 Penalty: 3819.795166
	Iteration 15Q: 3 clusters Score -281608.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -281677.000000 Penalty: 3819.795166
	Iteration 16Q: 3 clusters Score -281677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -281732.937500 Penalty: 3819.795166
	Iteration 17Q: 3 clusters Score -281732.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -281773.062500 Penalty: 3819.795166
	Iteration 18Q: 3 clusters Score -281773.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -281804.000000 Penalty: 3819.795166
	Iteration 19Q: 3 clusters Score -281804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -281835.812500 Penalty: 3819.795166
	Iteration 20F: 3 clusters Score -281835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -281845.750000 Penalty: 3819.795166
	Iteration 21Q: 3 clusters Score -281845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -281852.906250 Penalty: 3819.795166
	Iteration 22Q: 3 clusters Score -281852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -281856.468750 Penalty: 3819.795166
	Iteration 23Q: 3 clusters Score -281856.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -281859.406250 Penalty: 3819.795166
	Iteration 24Q: 3 clusters Score -281859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -281859.406250 Penalty: 3819.795166
	Iteration 25F: 3 clusters Score -281859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167034 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224575 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189516 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46322 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 50162 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 78072 members 
Mstep: Class 17 contains 82431 members 
Mstep: Class 18 contains 37649 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40114 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27654 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 1408 members 
Entering Unmasked Estep 
Score: -133227744.000000 Penalty: 96125.335938
Splitting cluster 25 changes total score from -133228064.000000 to -133227744.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167034 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224575 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189516 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46322 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 50162 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 78072 members 
Mstep: Class 17 contains 82431 members 
Mstep: Class 18 contains 37649 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40114 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27654 members 
Mstep: Class 25 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229416.000000 Penalty: 92692.289062
Iteration 119Q: 28 clusters Score -1.332294e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 167046 members 
Mstep: Class 4 contains 19713 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 224581 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189523 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46344 members 
Mstep: Class 12 contains 2505 members 
Mstep: Class 13 contains 50173 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7979 members 
Mstep: Class 16 contains 78155 members 
Mstep: Class 17 contains 82437 members 
Mstep: Class 18 contains 37673 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40127 members 
Mstep: Class 23 contains 22131 members 
Mstep: Class 24 contains 27658 members 
Mstep: Class 25 contains 2224 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229952.000000 Penalty: 92692.289062
Iteration 120F: 28 clusters Score -1.3323e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 166976 members 
Mstep: Class 4 contains 19709 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 224514 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189523 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46354 members 
Mstep: Class 12 contains 2505 members 
Mstep: Class 13 contains 50177 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 77957 members 
Mstep: Class 17 contains 82417 members 
Mstep: Class 18 contains 37718 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40133 members 
Mstep: Class 23 contains 22126 members 
Mstep: Class 24 contains 27656 members 
Mstep: Class 25 contains 2236 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230104.000000 Penalty: 92692.289062
Iteration 121Q: 28 clusters Score -1.332301e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 166942 members 
Mstep: Class 4 contains 19711 members 
Mstep: Class 5 contains 380 members 
Mstep: Class 6 contains 224466 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189525 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46388 members 
Mstep: Class 12 contains 2503 members 
Mstep: Class 13 contains 50174 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7956 members 
Mstep: Class 16 contains 77861 members 
Mstep: Class 17 contains 82401 members 
Mstep: Class 18 contains 37758 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40143 members 
Mstep: Class 23 contains 22122 members 
Mstep: Class 24 contains 27651 members 
Mstep: Class 25 contains 2243 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230200.000000 Penalty: 92692.289062
Iteration 122Q: 28 clusters Score -1.332302e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 166908 members 
Mstep: Class 4 contains 19705 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 224428 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189513 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46427 members 
Mstep: Class 12 contains 2501 members 
Mstep: Class 13 contains 50183 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7952 members 
Mstep: Class 16 contains 77797 members 
Mstep: Class 17 contains 82391 members 
Mstep: Class 18 contains 37783 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 6235 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40152 members 
Mstep: Class 23 contains 22119 members 
Mstep: Class 24 contains 27650 members 
Mstep: Class 25 contains 2248 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230416.000000 Penalty: 92692.289062
Iteration 123Q: 28 clusters Score -1.332304e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 166893 members 
Mstep: Class 4 contains 19701 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 224382 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189510 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46448 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 50193 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 77765 members 
Mstep: Class 17 contains 82353 members 
Mstep: Class 18 contains 37818 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 6245 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40161 members 
Mstep: Class 23 contains 22119 members 
Mstep: Class 24 contains 27643 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 577 members 
Mstep: Class 27 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230288.000000 Penalty: 92692.289062
Iteration 124Q: 28 clusters Score -1.332303e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 166883 members 
Mstep: Class 4 contains 19698 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 224352 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189509 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46475 members 
Mstep: Class 12 contains 2497 members 
Mstep: Class 13 contains 50199 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7947 members 
Mstep: Class 16 contains 77736 members 
Mstep: Class 17 contains 82315 members 
Mstep: Class 18 contains 37847 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 6246 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40166 members 
Mstep: Class 23 contains 22121 members 
Mstep: Class 24 contains 27639 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230440.000000 Penalty: 92692.289062
Iteration 125Q: 28 clusters Score -1.332304e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 166873 members 
Mstep: Class 4 contains 19695 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 224316 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189503 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46501 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 13 contains 50209 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7933 members 
Mstep: Class 16 contains 77726 members 
Mstep: Class 17 contains 82286 members 
Mstep: Class 18 contains 37891 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 6247 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40172 members 
Mstep: Class 23 contains 22122 members 
Mstep: Class 24 contains 27631 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230464.000000 Penalty: 92692.289062
Iteration 126Q: 28 clusters Score -1.332305e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 166838 members 
Mstep: Class 4 contains 19694 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224323 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189497 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46534 members 
Mstep: Class 12 contains 2493 members 
Mstep: Class 13 contains 50217 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 77711 members 
Mstep: Class 17 contains 82249 members 
Mstep: Class 18 contains 37928 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 20 contains 6248 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40177 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27631 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230440.000000 Penalty: 92692.289062
Iteration 127Q: 28 clusters Score -1.332304e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 166836 members 
Mstep: Class 4 contains 19693 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224322 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189502 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46570 members 
Mstep: Class 12 contains 2491 members 
Mstep: Class 13 contains 50225 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 77691 members 
Mstep: Class 17 contains 82210 members 
Mstep: Class 18 contains 37949 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 6247 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40180 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 27626 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230552.000000 Penalty: 92692.289062
Iteration 128Q: 28 clusters Score -1.332306e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 166833 members 
Mstep: Class 4 contains 19694 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224313 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189513 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46616 members 
Mstep: Class 12 contains 2489 members 
Mstep: Class 13 contains 50250 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7879 members 
Mstep: Class 16 contains 77670 members 
Mstep: Class 17 contains 82181 members 
Mstep: Class 18 contains 37968 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40178 members 
Mstep: Class 23 contains 22124 members 
Mstep: Class 24 contains 27621 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230616.000000 Penalty: 92692.289062
Iteration 129Q: 28 clusters Score -1.332306e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 166826 members 
Mstep: Class 4 contains 19698 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224300 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189526 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46646 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 50274 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7858 members 
Mstep: Class 16 contains 77651 members 
Mstep: Class 17 contains 82145 members 
Mstep: Class 18 contains 37992 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 6234 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40178 members 
Mstep: Class 23 contains 22122 members 
Mstep: Class 24 contains 27624 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230712.000000 Penalty: 92692.289062
Iteration 130Q: 28 clusters Score -1.332307e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 166809 members 
Mstep: Class 4 contains 19697 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224286 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189538 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46678 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 50299 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 77645 members 
Mstep: Class 17 contains 82116 members 
Mstep: Class 18 contains 38007 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 20 contains 6235 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40179 members 
Mstep: Class 23 contains 22120 members 
Mstep: Class 24 contains 27621 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230696.000000 Penalty: 92692.289062
Iteration 131Q: 28 clusters Score -1.332307e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 166788 members 
Mstep: Class 4 contains 19696 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224274 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189539 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46716 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 50315 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7814 members 
Mstep: Class 16 contains 77638 members 
Mstep: Class 17 contains 82103 members 
Mstep: Class 18 contains 38022 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 6238 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40183 members 
Mstep: Class 23 contains 22122 members 
Mstep: Class 24 contains 27617 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230712.000000 Penalty: 92692.289062
Iteration 132Q: 28 clusters Score -1.332307e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 166773 members 
Mstep: Class 4 contains 19693 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224266 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189546 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46740 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 50339 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7790 members 
Mstep: Class 16 contains 77625 members 
Mstep: Class 17 contains 82100 members 
Mstep: Class 18 contains 38029 members 
Mstep: Class 19 contains 3542 members 
Mstep: Class 20 contains 6239 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40187 members 
Mstep: Class 23 contains 22118 members 
Mstep: Class 24 contains 27616 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230664.000000 Penalty: 92692.289062
Iteration 133Q: 28 clusters Score -1.332307e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 166758 members 
Mstep: Class 4 contains 19692 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224259 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189548 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46756 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 50370 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7774 members 
Mstep: Class 16 contains 77619 members 
Mstep: Class 17 contains 82072 members 
Mstep: Class 18 contains 38052 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40192 members 
Mstep: Class 23 contains 22115 members 
Mstep: Class 24 contains 27612 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230560.000000 Penalty: 92692.289062
Iteration 134Q: 28 clusters Score -1.332306e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 166736 members 
Mstep: Class 4 contains 19693 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224254 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189546 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46779 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 50410 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7756 members 
Mstep: Class 16 contains 77607 members 
Mstep: Class 17 contains 82053 members 
Mstep: Class 18 contains 38064 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 6238 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40196 members 
Mstep: Class 23 contains 22114 members 
Mstep: Class 24 contains 27609 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230616.000000 Penalty: 92692.289062
Iteration 135Q: 28 clusters Score -1.332306e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 166713 members 
Mstep: Class 4 contains 19697 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224247 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189549 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46801 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 50453 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7740 members 
Mstep: Class 16 contains 77605 members 
Mstep: Class 17 contains 82023 members 
Mstep: Class 18 contains 38073 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 6240 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40198 members 
Mstep: Class 23 contains 22110 members 
Mstep: Class 24 contains 27607 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230512.000000 Penalty: 92692.289062
Iteration 136Q: 28 clusters Score -1.332305e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 166698 members 
Mstep: Class 4 contains 19704 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224236 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189554 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46830 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 50479 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7728 members 
Mstep: Class 16 contains 77598 members 
Mstep: Class 17 contains 81978 members 
Mstep: Class 18 contains 38095 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 6241 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40201 members 
Mstep: Class 23 contains 22110 members 
Mstep: Class 24 contains 27603 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230592.000000 Penalty: 92692.289062
Iteration 137Q: 28 clusters Score -1.332306e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 166706 members 
Mstep: Class 4 contains 19704 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224212 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189559 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46857 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50503 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7720 members 
Mstep: Class 16 contains 77584 members 
Mstep: Class 17 contains 81933 members 
Mstep: Class 18 contains 38118 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 6241 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40207 members 
Mstep: Class 23 contains 22110 members 
Mstep: Class 24 contains 27601 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230888.000000 Penalty: 92692.289062
Iteration 138Q: 28 clusters Score -1.332309e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 166704 members 
Mstep: Class 4 contains 19700 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224206 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189563 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46892 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50526 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7701 members 
Mstep: Class 16 contains 77573 members 
Mstep: Class 17 contains 81885 members 
Mstep: Class 18 contains 38130 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 6247 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40214 members 
Mstep: Class 23 contains 22111 members 
Mstep: Class 24 contains 27600 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230776.000000 Penalty: 92692.289062
Iteration 139Q: 28 clusters Score -1.332308e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 166704 members 
Mstep: Class 4 contains 19694 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 224207 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189572 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46932 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50537 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7687 members 
Mstep: Class 16 contains 77569 members 
Mstep: Class 17 contains 81816 members 
Mstep: Class 18 contains 38162 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 6247 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40218 members 
Mstep: Class 23 contains 22109 members 
Mstep: Class 24 contains 27597 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 2355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231016.000000 Penalty: 92692.289062
Iteration 140F: 28 clusters Score -1.33231e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 166690 members 
Mstep: Class 4 contains 19690 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 224201 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189578 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 46969 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50562 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7670 members 
Mstep: Class 16 contains 77570 members 
Mstep: Class 17 contains 81772 members 
Mstep: Class 18 contains 38174 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 6251 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40224 members 
Mstep: Class 23 contains 22108 members 
Mstep: Class 24 contains 27592 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230984.000000 Penalty: 92692.289062
Iteration 141Q: 28 clusters Score -1.33231e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 166681 members 
Mstep: Class 4 contains 19690 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 224190 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189585 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 47008 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50569 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7646 members 
Mstep: Class 16 contains 77573 members 
Mstep: Class 17 contains 81721 members 
Mstep: Class 18 contains 38214 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 6251 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40231 members 
Mstep: Class 23 contains 22109 members 
Mstep: Class 24 contains 27586 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231160.000000 Penalty: 92692.289062
Iteration 142Q: 28 clusters Score -1.332312e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 166672 members 
Mstep: Class 4 contains 19689 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 224187 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189600 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47025 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50590 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7627 members 
Mstep: Class 16 contains 77568 members 
Mstep: Class 17 contains 81666 members 
Mstep: Class 18 contains 38251 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 6251 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40232 members 
Mstep: Class 23 contains 22111 members 
Mstep: Class 24 contains 27587 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231032.000000 Penalty: 92692.289062
Iteration 143Q: 28 clusters Score -1.33231e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 166662 members 
Mstep: Class 4 contains 19686 members 
Mstep: Class 5 contains 292 members 
Mstep: Class 6 contains 224186 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189606 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47058 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50613 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7606 members 
Mstep: Class 16 contains 77571 members 
Mstep: Class 17 contains 81617 members 
Mstep: Class 18 contains 38273 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 6248 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40236 members 
Mstep: Class 23 contains 22110 members 
Mstep: Class 24 contains 27582 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 649 members 
Mstep: Class 27 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231360.000000 Penalty: 92692.289062
Iteration 144Q: 28 clusters Score -1.332314e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 166653 members 
Mstep: Class 4 contains 19683 members 
Mstep: Class 5 contains 281 members 
Mstep: Class 6 contains 224195 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189612 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47102 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50637 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7584 members 
Mstep: Class 16 contains 77565 members 
Mstep: Class 17 contains 81557 members 
Mstep: Class 18 contains 38288 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40237 members 
Mstep: Class 23 contains 22106 members 
Mstep: Class 24 contains 27585 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231456.000000 Penalty: 92692.289062
Iteration 145Q: 28 clusters Score -1.332315e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 166631 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 224202 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189618 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50657 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7558 members 
Mstep: Class 16 contains 77558 members 
Mstep: Class 17 contains 81513 members 
Mstep: Class 18 contains 38311 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 6248 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40238 members 
Mstep: Class 23 contains 22106 members 
Mstep: Class 24 contains 27580 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 2358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231520.000000 Penalty: 92692.289062
Iteration 146Q: 28 clusters Score -1.332315e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 166624 members 
Mstep: Class 4 contains 19677 members 
Mstep: Class 5 contains 264 members 
Mstep: Class 6 contains 224203 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189626 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47192 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50694 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 77543 members 
Mstep: Class 17 contains 81468 members 
Mstep: Class 18 contains 38313 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 6251 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 22102 members 
Mstep: Class 24 contains 27573 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 677 members 
Mstep: Class 27 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231360.000000 Penalty: 92692.289062
Iteration 147Q: 28 clusters Score -1.332314e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 166609 members 
Mstep: Class 4 contains 19677 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 224202 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189625 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47241 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50730 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7514 members 
Mstep: Class 16 contains 77537 members 
Mstep: Class 17 contains 81428 members 
Mstep: Class 18 contains 38319 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 6248 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40246 members 
Mstep: Class 23 contains 22096 members 
Mstep: Class 24 contains 27570 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231472.000000 Penalty: 92692.289062
Iteration 148Q: 28 clusters Score -1.332315e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 166589 members 
Mstep: Class 4 contains 19676 members 
Mstep: Class 5 contains 254 members 
Mstep: Class 6 contains 224193 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189627 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47293 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 50765 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7487 members 
Mstep: Class 16 contains 77539 members 
Mstep: Class 17 contains 81386 members 
Mstep: Class 18 contains 38326 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 6247 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40250 members 
Mstep: Class 23 contains 22093 members 
Mstep: Class 24 contains 27570 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 687 members 
Mstep: Class 27 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231696.000000 Penalty: 92692.289062
Iteration 149Q: 28 clusters Score -1.332317e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 166547 members 
Mstep: Class 4 contains 19676 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224202 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189634 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47350 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 50793 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 77537 members 
Mstep: Class 17 contains 81358 members 
Mstep: Class 18 contains 38331 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 6242 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40249 members 
Mstep: Class 23 contains 22091 members 
Mstep: Class 24 contains 27570 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231504.000000 Penalty: 92692.289062
Iteration 150Q: 28 clusters Score -1.332315e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 166495 members 
Mstep: Class 4 contains 19678 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224212 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189640 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47390 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 50816 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7426 members 
Mstep: Class 16 contains 77539 members 
Mstep: Class 17 contains 81345 members 
Mstep: Class 18 contains 38334 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 6247 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40255 members 
Mstep: Class 23 contains 22087 members 
Mstep: Class 24 contains 27571 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231544.000000 Penalty: 92692.289062
Iteration 151Q: 28 clusters Score -1.332315e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 166458 members 
Mstep: Class 4 contains 19677 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224214 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189643 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47430 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 50826 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7397 members 
Mstep: Class 16 contains 77539 members 
Mstep: Class 17 contains 81335 members 
Mstep: Class 18 contains 38356 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 6250 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40260 members 
Mstep: Class 23 contains 22085 members 
Mstep: Class 24 contains 27568 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231568.000000 Penalty: 92692.289062
Iteration 152Q: 28 clusters Score -1.332316e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 166435 members 
Mstep: Class 4 contains 19677 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224214 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189638 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47468 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 50832 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7367 members 
Mstep: Class 16 contains 77545 members 
Mstep: Class 17 contains 81319 members 
Mstep: Class 18 contains 38373 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 6254 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40267 members 
Mstep: Class 23 contains 22083 members 
Mstep: Class 24 contains 27567 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2365 members 
Entering Unmasked Estep 
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Iteration 153Q: 28 clusters Score -1.332317e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 166397 members 
Mstep: Class 4 contains 19676 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224207 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189641 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 47508 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 50853 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 77554 members 
Mstep: Class 17 contains 81304 members 
Mstep: Class 18 contains 38396 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 6258 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40269 members 
Mstep: Class 23 contains 22082 members 
Mstep: Class 24 contains 27562 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231688.000000 Penalty: 92692.289062
Iteration 154Q: 28 clusters Score -1.332317e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 166379 members 
Mstep: Class 4 contains 19676 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224206 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189645 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 3413 members 
Mstep: Class 11 contains 47542 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 50871 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 77553 members 
Mstep: Class 17 contains 81294 members 
Mstep: Class 18 contains 38411 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 6261 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40269 members 
Mstep: Class 23 contains 22082 members 
Mstep: Class 24 contains 27555 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231768.000000 Penalty: 92692.289062
Iteration 155Q: 28 clusters Score -1.332318e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 166361 members 
Mstep: Class 4 contains 19677 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224193 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189655 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 3414 members 
Mstep: Class 11 contains 47581 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 50906 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7250 members 
Mstep: Class 16 contains 77546 members 
Mstep: Class 17 contains 81289 members 
Mstep: Class 18 contains 38410 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 6267 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40270 members 
Mstep: Class 23 contains 22084 members 
Mstep: Class 24 contains 27547 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231600.000000 Penalty: 92692.289062
Iteration 156Q: 28 clusters Score -1.332316e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 166332 members 
Mstep: Class 4 contains 19673 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224194 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189660 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47626 members 
Mstep: Class 12 contains 2481 members 
Mstep: Class 13 contains 50957 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7199 members 
Mstep: Class 16 contains 77536 members 
Mstep: Class 17 contains 81256 members 
Mstep: Class 18 contains 38424 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 6276 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40271 members 
Mstep: Class 23 contains 22087 members 
Mstep: Class 24 contains 27543 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231720.000000 Penalty: 92692.289062
Iteration 157Q: 28 clusters Score -1.332317e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 166294 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224204 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189673 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47685 members 
Mstep: Class 12 contains 2481 members 
Mstep: Class 13 contains 50990 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 16 contains 77536 members 
Mstep: Class 17 contains 81205 members 
Mstep: Class 18 contains 38448 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 6280 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40272 members 
Mstep: Class 23 contains 22082 members 
Mstep: Class 24 contains 27539 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231648.000000 Penalty: 92692.289062
Iteration 158Q: 28 clusters Score -1.332316e+08 nChanged 528
Entering ConstructFrom: 
Score: -133231648.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (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: -90968.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89159.195312 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -89159.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89682.226562 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89682.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89989.937500 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -89989.94 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90280.382812 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -90280.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90617.867188 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -90617.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90920.437500 Penalty: 3330.228516
	Iteration 5F: 3 clusters Score -90920.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91129.132812 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -91129.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91311.625000 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -91311.62 nChanged 14
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: -91390.195312 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -91390.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91442.039062 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -91442.04 nChanged 4
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: -91458.375000 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -91458.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91459.585938 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -91459.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91459.585938 Penalty: 3330.228516
	Iteration 12F: 3 clusters Score -91459.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 166255 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224203 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189678 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47745 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 51026 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 77543 members 
Mstep: Class 17 contains 81168 members 
Mstep: Class 18 contains 38469 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40277 members 
Mstep: Class 23 contains 22081 members 
Mstep: Class 24 contains 27534 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 427 members 
Entering Unmasked Estep 
Score: -133230320.000000 Penalty: 96125.335938
Splitting cluster 1 changes total score from -133231648.000000 to -133230320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Entering Unmasked Estep 
Score: -1054067.625000 Penalty: 2236.816650
	Iteration 0F: 2 clusters Score -1054068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1047518.000000 Penalty: 4473.633301
	Iteration 0F: 3 clusters Score -1047518 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1049492.375000 Penalty: 4473.633301
	Iteration 1F: 3 clusters Score -1049492 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1049999.125000 Penalty: 4473.633301
	Iteration 2F: 3 clusters Score -1049999 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1050425.625000 Penalty: 4473.633301
	Iteration 3F: 3 clusters Score -1050426 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1050779.375000 Penalty: 4473.633301
	Iteration 4F: 3 clusters Score -1050779 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1051073.375000 Penalty: 4473.633301
	Iteration 5F: 3 clusters Score -1051073 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1051339.125000 Penalty: 4473.633301
	Iteration 6Q: 3 clusters Score -1051339 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1051565.375000 Penalty: 4473.633301
	Iteration 7Q: 3 clusters Score -1051565 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1051789.625000 Penalty: 4473.633301
	Iteration 8Q: 3 clusters Score -1051790 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1051953.500000 Penalty: 4473.633301
	Iteration 9Q: 3 clusters Score -1051954 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1052073.875000 Penalty: 4473.633301
	Iteration 10Q: 3 clusters Score -1052074 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1052177.000000 Penalty: 4473.633301
	Iteration 11Q: 3 clusters Score -1052177 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1052265.250000 Penalty: 4473.633301
	Iteration 12Q: 3 clusters Score -1052265 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1052351.125000 Penalty: 4473.633301
	Iteration 13Q: 3 clusters Score -1052351 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1052429.000000 Penalty: 4473.633301
	Iteration 14Q: 3 clusters Score -1052429 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1052485.000000 Penalty: 4473.633301
	Iteration 15Q: 3 clusters Score -1052485 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1052542.750000 Penalty: 4473.633301
	Iteration 16Q: 3 clusters Score -1052543 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1052599.000000 Penalty: 4473.633301
	Iteration 17Q: 3 clusters Score -1052599 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1052659.125000 Penalty: 4473.633301
	Iteration 18Q: 3 clusters Score -1052659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1052697.875000 Penalty: 4473.633301
	Iteration 19Q: 3 clusters Score -1052698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1052735.500000 Penalty: 4473.633301
	Iteration 20F: 3 clusters Score -1052736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1052763.500000 Penalty: 4473.633301
	Iteration 21Q: 3 clusters Score -1052764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1052790.250000 Penalty: 4473.633301
	Iteration 22Q: 3 clusters Score -1052790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1052808.125000 Penalty: 4473.633301
	Iteration 23Q: 3 clusters Score -1052808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1052819.000000 Penalty: 4473.633301
	Iteration 24Q: 3 clusters Score -1052819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1052826.000000 Penalty: 4473.633301
	Iteration 25Q: 3 clusters Score -1052826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1052827.500000 Penalty: 4473.633301
	Iteration 26Q: 3 clusters Score -1052828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1052832.875000 Penalty: 4473.633301
	Iteration 27Q: 3 clusters Score -1052833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1052837.125000 Penalty: 4473.633301
	Iteration 28Q: 3 clusters Score -1052837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1052837.375000 Penalty: 4473.633301
	Iteration 29Q: 3 clusters Score -1052837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1052839.125000 Penalty: 4473.633301
	Iteration 30Q: 3 clusters Score -1052839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1052839.750000 Penalty: 4473.633301
	Iteration 31Q: 3 clusters Score -1052840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1052839.750000 Penalty: 4473.633301
	Iteration 32F: 3 clusters Score -1052840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (166255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166255 members 
Entering Unmasked Estep 
Score: -22089240.000000 Penalty: 2981.277100
	Iteration 0F: 2 clusters Score -2.208924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 83004 members 
Entering Unmasked Estep 
Score: -21978764.000000 Penalty: 5962.554199
	Iteration 0F: 3 clusters Score -2.197876e+07 nChanged 79558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -22025834.000000 Penalty: 5962.554199
	Iteration 1F: 3 clusters Score -2.202583e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -22027778.000000 Penalty: 5962.554199
	Iteration 2Q: 3 clusters Score -2.202778e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -22030712.000000 Penalty: 5962.554199
	Iteration 3Q: 3 clusters Score -2.203071e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -22035266.000000 Penalty: 5962.554199
	Iteration 4Q: 3 clusters Score -2.203527e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -22041036.000000 Penalty: 5962.554199
	Iteration 5F: 3 clusters Score -2.204104e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -22046606.000000 Penalty: 5962.554199
	Iteration 6F: 3 clusters Score -2.204661e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -22051580.000000 Penalty: 5962.554199
	Iteration 7F: 3 clusters Score -2.205158e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104114 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -22055660.000000 Penalty: 5962.554199
	Iteration 8F: 3 clusters Score -2.205566e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -22059650.000000 Penalty: 5962.554199
	Iteration 9Q: 3 clusters Score -2.205965e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -22063054.000000 Penalty: 5962.554199
	Iteration 10Q: 3 clusters Score -2.206305e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -22065546.000000 Penalty: 5962.554199
	Iteration 11Q: 3 clusters Score -2.206555e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109548 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -22067262.000000 Penalty: 5962.554199
	Iteration 12Q: 3 clusters Score -2.206726e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110947 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -22068074.000000 Penalty: 5962.554199
	Iteration 13Q: 3 clusters Score -2.206807e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112415 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -22068740.000000 Penalty: 5962.554199
	Iteration 14Q: 3 clusters Score -2.206874e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -22069338.000000 Penalty: 5962.554199
	Iteration 15Q: 3 clusters Score -2.206934e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115474 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -22069750.000000 Penalty: 5962.554199
	Iteration 16Q: 3 clusters Score -2.206975e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117087 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -22070164.000000 Penalty: 5962.554199
	Iteration 17Q: 3 clusters Score -2.207016e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -22070498.000000 Penalty: 5962.554199
	Iteration 18Q: 3 clusters Score -2.20705e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120430 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -22070924.000000 Penalty: 5962.554199
	Iteration 19Q: 3 clusters Score -2.207092e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -22071324.000000 Penalty: 5962.554199
	Iteration 20F: 3 clusters Score -2.207132e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -22071896.000000 Penalty: 5962.554199
	Iteration 21Q: 3 clusters Score -2.20719e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126035 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -22072382.000000 Penalty: 5962.554199
	Iteration 22Q: 3 clusters Score -2.207238e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128106 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -22072870.000000 Penalty: 5962.554199
	Iteration 23Q: 3 clusters Score -2.207287e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -22073434.000000 Penalty: 5962.554199
	Iteration 24Q: 3 clusters Score -2.207343e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -22074028.000000 Penalty: 5962.554199
	Iteration 25Q: 3 clusters Score -2.207403e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134600 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -22074558.000000 Penalty: 5962.554199
	Iteration 26Q: 3 clusters Score -2.207456e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136815 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -22075210.000000 Penalty: 5962.554199
	Iteration 27Q: 3 clusters Score -2.207521e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139117 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -22075872.000000 Penalty: 5962.554199
	Iteration 28Q: 3 clusters Score -2.207587e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141466 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -22076588.000000 Penalty: 5962.554199
	Iteration 29Q: 3 clusters Score -2.207659e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143807 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -22077394.000000 Penalty: 5962.554199
	Iteration 30Q: 3 clusters Score -2.207739e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -22078186.000000 Penalty: 5962.554199
	Iteration 31Q: 3 clusters Score -2.207819e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148430 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -22078938.000000 Penalty: 5962.554199
	Iteration 32Q: 3 clusters Score -2.207894e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -22079870.000000 Penalty: 5962.554199
	Iteration 33Q: 3 clusters Score -2.207987e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152748 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -22080856.000000 Penalty: 5962.554199
	Iteration 34Q: 3 clusters Score -2.208086e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -22081700.000000 Penalty: 5962.554199
	Iteration 35Q: 3 clusters Score -2.20817e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -22082514.000000 Penalty: 5962.554199
	Iteration 36Q: 3 clusters Score -2.208251e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -22083380.000000 Penalty: 5962.554199
	Iteration 37Q: 3 clusters Score -2.208338e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -22084054.000000 Penalty: 5962.554199
	Iteration 38Q: 3 clusters Score -2.208405e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160708 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -22084672.000000 Penalty: 5962.554199
	Iteration 39Q: 3 clusters Score -2.208467e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161634 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -22085068.000000 Penalty: 5962.554199
	Iteration 40F: 3 clusters Score -2.208507e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162366 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -22085442.000000 Penalty: 5962.554199
	Iteration 41Q: 3 clusters Score -2.208544e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -22085680.000000 Penalty: 5962.554199
	Iteration 42Q: 3 clusters Score -2.208568e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -22085886.000000 Penalty: 5962.554199
	Iteration 43Q: 3 clusters Score -2.208589e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163751 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -22086048.000000 Penalty: 5962.554199
	Iteration 44Q: 3 clusters Score -2.208605e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164031 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -22086200.000000 Penalty: 5962.554199
	Iteration 45Q: 3 clusters Score -2.20862e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164282 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -22086310.000000 Penalty: 5962.554199
	Iteration 46Q: 3 clusters Score -2.208631e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164470 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -22086368.000000 Penalty: 5962.554199
	Iteration 47Q: 3 clusters Score -2.208637e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164624 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -22086480.000000 Penalty: 5962.554199
	Iteration 48Q: 3 clusters Score -2.208648e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164746 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -22086518.000000 Penalty: 5962.554199
	Iteration 49Q: 3 clusters Score -2.208652e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -22086568.000000 Penalty: 5962.554199
	Iteration 50Q: 3 clusters Score -2.208657e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164947 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -22086608.000000 Penalty: 5962.554199
	Iteration 51Q: 3 clusters Score -2.208661e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165020 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -22086654.000000 Penalty: 5962.554199
	Iteration 52Q: 3 clusters Score -2.208665e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165078 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22086684.000000 Penalty: 5962.554199
	Iteration 53Q: 3 clusters Score -2.208668e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22086756.000000 Penalty: 5962.554199
	Iteration 54Q: 3 clusters Score -2.208676e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -22086786.000000 Penalty: 5962.554199
	Iteration 55Q: 3 clusters Score -2.208679e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165239 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22086808.000000 Penalty: 5962.554199
	Iteration 56Q: 3 clusters Score -2.208681e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -22086830.000000 Penalty: 5962.554199
	Iteration 57Q: 3 clusters Score -2.208683e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165294 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22086838.000000 Penalty: 5962.554199
	Iteration 58Q: 3 clusters Score -2.208684e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165327 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22086856.000000 Penalty: 5962.554199
	Iteration 59Q: 3 clusters Score -2.208686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -22086876.000000 Penalty: 5962.554199
	Iteration 60F: 3 clusters Score -2.208688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165340 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -22086886.000000 Penalty: 5962.554199
	Iteration 61Q: 3 clusters Score -2.208689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165340 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -22086876.000000 Penalty: 5962.554199
	Iteration 62Q: 3 clusters Score -2.208688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165339 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22086884.000000 Penalty: 5962.554199
	Iteration 63Q: 3 clusters Score -2.208688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165346 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -22086874.000000 Penalty: 5962.554199
	Iteration 64Q: 3 clusters Score -2.208687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165351 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22086898.000000 Penalty: 5962.554199
	Iteration 65Q: 3 clusters Score -2.20869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22086882.000000 Penalty: 5962.554199
	Iteration 66Q: 3 clusters Score -2.208688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165361 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22086886.000000 Penalty: 5962.554199
	Iteration 67Q: 3 clusters Score -2.208689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165367 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22086882.000000 Penalty: 5962.554199
	Iteration 68Q: 3 clusters Score -2.208688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165371 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22086890.000000 Penalty: 5962.554199
	Iteration 69Q: 3 clusters Score -2.208689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165372 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -22086896.000000 Penalty: 5962.554199
	Iteration 70Q: 3 clusters Score -2.20869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165371 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22086916.000000 Penalty: 5962.554199
	Iteration 71Q: 3 clusters Score -2.208692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -22086906.000000 Penalty: 5962.554199
	Iteration 72Q: 3 clusters Score -2.208691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -22086906.000000 Penalty: 5962.554199
	Iteration 73Q: 3 clusters Score -2.208691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165377 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22086906.000000 Penalty: 5962.554199
	Iteration 74Q: 3 clusters Score -2.208691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165378 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22086904.000000 Penalty: 5962.554199
	Iteration 75Q: 3 clusters Score -2.20869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165379 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -22086910.000000 Penalty: 5962.554199
	Iteration 76Q: 3 clusters Score -2.208691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -22086900.000000 Penalty: 5962.554199
	Iteration 77Q: 3 clusters Score -2.20869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -22086900.000000 Penalty: 5962.554199
	Iteration 78F: 3 clusters Score -2.20869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Entering Unmasked Estep 
Score: -2652249.750000 Penalty: 2451.963867
	Iteration 0F: 2 clusters Score -2652250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2638357.000000 Penalty: 4903.927734
	Iteration 0F: 3 clusters Score -2638357 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2642928.500000 Penalty: 4903.927734
	Iteration 1F: 3 clusters Score -2642928 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2643423.250000 Penalty: 4903.927734
	Iteration 2F: 3 clusters Score -2643423 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2643981.250000 Penalty: 4903.927734
	Iteration 3F: 3 clusters Score -2643981 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2644669.500000 Penalty: 4903.927734
	Iteration 4F: 3 clusters Score -2644670 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2645490.750000 Penalty: 4903.927734
	Iteration 5F: 3 clusters Score -2645491 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2646461.250000 Penalty: 4903.927734
	Iteration 6F: 3 clusters Score -2646461 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2647495.750000 Penalty: 4903.927734
	Iteration 7F: 3 clusters Score -2647496 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2648579.750000 Penalty: 4903.927734
	Iteration 8F: 3 clusters Score -2648580 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2649521.750000 Penalty: 4903.927734
	Iteration 9F: 3 clusters Score -2649522 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2650183.750000 Penalty: 4903.927734
	Iteration 10Q: 3 clusters Score -2650184 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2650624.000000 Penalty: 4903.927734
	Iteration 11Q: 3 clusters Score -2650624 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2650874.750000 Penalty: 4903.927734
	Iteration 12Q: 3 clusters Score -2650875 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2651006.000000 Penalty: 4903.927734
	Iteration 13Q: 3 clusters Score -2651006 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2651070.750000 Penalty: 4903.927734
	Iteration 14Q: 3 clusters Score -2651071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2651116.250000 Penalty: 4903.927734
	Iteration 15Q: 3 clusters Score -2651116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2651149.250000 Penalty: 4903.927734
	Iteration 16Q: 3 clusters Score -2651149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2651168.500000 Penalty: 4903.927734
	Iteration 17Q: 3 clusters Score -2651168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2651188.500000 Penalty: 4903.927734
	Iteration 18Q: 3 clusters Score -2651188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2651207.000000 Penalty: 4903.927734
	Iteration 19Q: 3 clusters Score -2651207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2651221.500000 Penalty: 4903.927734
	Iteration 20F: 3 clusters Score -2651222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2651233.500000 Penalty: 4903.927734
	Iteration 21Q: 3 clusters Score -2651234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2651233.500000 Penalty: 4903.927734
	Iteration 22Q: 3 clusters Score -2651234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2651240.500000 Penalty: 4903.927734
	Iteration 23Q: 3 clusters Score -2651240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2651241.750000 Penalty: 4903.927734
	Iteration 24Q: 3 clusters Score -2651242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2651243.250000 Penalty: 4903.927734
	Iteration 25Q: 3 clusters Score -2651243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2651243.250000 Penalty: 4903.927734
	Iteration 26F: 3 clusters Score -2651243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -24229.896484 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -24229.9 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 135 members 
Entering Unmasked Estep 
Score: -23026.591797 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -23026.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23185.623047 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -23185.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23249.810547 Penalty: 2738.644775
	Iteration 2F: 3 clusters Score -23249.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23318.015625 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -23318.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23349.171875 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -23349.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23379.140625 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -23379.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23408.625000 Penalty: 2738.644775
	Iteration 6Q: 3 clusters Score -23408.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23453.265625 Penalty: 2738.644775
	Iteration 7Q: 3 clusters Score -23453.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23493.550781 Penalty: 2738.644775
	Iteration 8Q: 3 clusters Score -23493.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23524.449219 Penalty: 2738.644775
	Iteration 9Q: 3 clusters Score -23524.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23528.849609 Penalty: 2738.644775
	Iteration 10Q: 3 clusters Score -23528.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23535.330078 Penalty: 2738.644775
	Iteration 11Q: 3 clusters Score -23535.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23554.427734 Penalty: 2738.644775
	Iteration 12Q: 3 clusters Score -23554.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23564.029297 Penalty: 2738.644775
	Iteration 13Q: 3 clusters Score -23564.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23569.697266 Penalty: 2738.644775
	Iteration 14Q: 3 clusters Score -23569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23586.894531 Penalty: 2738.644775
	Iteration 15Q: 3 clusters Score -23586.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23658.871094 Penalty: 2738.644775
	Iteration 16Q: 3 clusters Score -23658.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23691.587891 Penalty: 2738.644775
	Iteration 17Q: 3 clusters Score -23691.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23715.375000 Penalty: 2738.644775
	Iteration 18Q: 3 clusters Score -23715.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23729.921875 Penalty: 2738.644775
	Iteration 19Q: 3 clusters Score -23729.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23729.921875 Penalty: 2738.644775
	Iteration 20F: 3 clusters Score -23729.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (224203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224203 members 
Entering Unmasked Estep 
Score: -29715146.000000 Penalty: 3055.436035
	Iteration 0F: 2 clusters Score -2.971515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112220 members 
Mstep: Class 2 contains 111983 members 
Entering Unmasked Estep 
Score: -29577456.000000 Penalty: 6110.872070
	Iteration 0F: 3 clusters Score -2.957746e+07 nChanged 107925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 110106 members 
Entering Unmasked Estep 
Score: -29639818.000000 Penalty: 6110.872070
	Iteration 1F: 3 clusters Score -2.963982e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115266 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -29640794.000000 Penalty: 6110.872070
	Iteration 2Q: 3 clusters Score -2.964079e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116992 members 
Mstep: Class 2 contains 107211 members 
Entering Unmasked Estep 
Score: -29641954.000000 Penalty: 6110.872070
	Iteration 3Q: 3 clusters Score -2.964195e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -29643496.000000 Penalty: 6110.872070
	Iteration 4Q: 3 clusters Score -2.96435e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -29645970.000000 Penalty: 6110.872070
	Iteration 5Q: 3 clusters Score -2.964597e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -29649840.000000 Penalty: 6110.872070
	Iteration 6Q: 3 clusters Score -2.964984e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136399 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -29655364.000000 Penalty: 6110.872070
	Iteration 7Q: 3 clusters Score -2.965536e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145907 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -29663392.000000 Penalty: 6110.872070
	Iteration 8F: 3 clusters Score -2.966339e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -29673330.000000 Penalty: 6110.872070
	Iteration 9F: 3 clusters Score -2.967333e+07 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169082 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -29683432.000000 Penalty: 6110.872070
	Iteration 10F: 3 clusters Score -2.968343e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180351 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -29692346.000000 Penalty: 6110.872070
	Iteration 11F: 3 clusters Score -2.969235e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189940 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -29698994.000000 Penalty: 6110.872070
	Iteration 12Q: 3 clusters Score -2.969899e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197675 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -29703306.000000 Penalty: 6110.872070
	Iteration 13Q: 3 clusters Score -2.970331e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203445 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -29705926.000000 Penalty: 6110.872070
	Iteration 14Q: 3 clusters Score -2.970593e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207682 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -29707388.000000 Penalty: 6110.872070
	Iteration 15Q: 3 clusters Score -2.970739e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210930 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -29708420.000000 Penalty: 6110.872070
	Iteration 16Q: 3 clusters Score -2.970842e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213422 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -29709194.000000 Penalty: 6110.872070
	Iteration 17Q: 3 clusters Score -2.970919e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215327 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -29709794.000000 Penalty: 6110.872070
	Iteration 18Q: 3 clusters Score -2.970979e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216780 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -29710356.000000 Penalty: 6110.872070
	Iteration 19Q: 3 clusters Score -2.971036e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217927 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -29710652.000000 Penalty: 6110.872070
	Iteration 20F: 3 clusters Score -2.971065e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218829 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -29710832.000000 Penalty: 6110.872070
	Iteration 21Q: 3 clusters Score -2.971083e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219576 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -29711114.000000 Penalty: 6110.872070
	Iteration 22Q: 3 clusters Score -2.971111e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220148 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -29711244.000000 Penalty: 6110.872070
	Iteration 23Q: 3 clusters Score -2.971124e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220603 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -29711446.000000 Penalty: 6110.872070
	Iteration 24Q: 3 clusters Score -2.971145e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220959 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -29711540.000000 Penalty: 6110.872070
	Iteration 25Q: 3 clusters Score -2.971154e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221247 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -29711590.000000 Penalty: 6110.872070
	Iteration 26Q: 3 clusters Score -2.971159e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221481 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -29711686.000000 Penalty: 6110.872070
	Iteration 27Q: 3 clusters Score -2.971169e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221663 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -29711724.000000 Penalty: 6110.872070
	Iteration 28Q: 3 clusters Score -2.971172e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221803 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -29711816.000000 Penalty: 6110.872070
	Iteration 29Q: 3 clusters Score -2.971182e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221927 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -29711854.000000 Penalty: 6110.872070
	Iteration 30Q: 3 clusters Score -2.971185e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222042 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -29711976.000000 Penalty: 6110.872070
	Iteration 31Q: 3 clusters Score -2.971198e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222147 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -29712032.000000 Penalty: 6110.872070
	Iteration 32Q: 3 clusters Score -2.971203e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222232 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -29712064.000000 Penalty: 6110.872070
	Iteration 33Q: 3 clusters Score -2.971206e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222311 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -29712046.000000 Penalty: 6110.872070
	Iteration 34Q: 3 clusters Score -2.971205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222373 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -29712096.000000 Penalty: 6110.872070
	Iteration 35Q: 3 clusters Score -2.97121e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222434 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -29712136.000000 Penalty: 6110.872070
	Iteration 36Q: 3 clusters Score -2.971214e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222480 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -29712152.000000 Penalty: 6110.872070
	Iteration 37Q: 3 clusters Score -2.971215e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222523 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -29712200.000000 Penalty: 6110.872070
	Iteration 38Q: 3 clusters Score -2.97122e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222562 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -29712190.000000 Penalty: 6110.872070
	Iteration 39Q: 3 clusters Score -2.971219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222586 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -29712210.000000 Penalty: 6110.872070
	Iteration 40F: 3 clusters Score -2.971221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222609 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -29712208.000000 Penalty: 6110.872070
	Iteration 41Q: 3 clusters Score -2.971221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222628 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -29712224.000000 Penalty: 6110.872070
	Iteration 42Q: 3 clusters Score -2.971222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222654 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -29712246.000000 Penalty: 6110.872070
	Iteration 43Q: 3 clusters Score -2.971225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222680 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -29712270.000000 Penalty: 6110.872070
	Iteration 44Q: 3 clusters Score -2.971227e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222712 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -29712268.000000 Penalty: 6110.872070
	Iteration 45Q: 3 clusters Score -2.971227e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222738 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -29712288.000000 Penalty: 6110.872070
	Iteration 46Q: 3 clusters Score -2.971229e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222755 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -29712322.000000 Penalty: 6110.872070
	Iteration 47Q: 3 clusters Score -2.971232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222769 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -29712322.000000 Penalty: 6110.872070
	Iteration 48Q: 3 clusters Score -2.971232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222780 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -29712324.000000 Penalty: 6110.872070
	Iteration 49Q: 3 clusters Score -2.971232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222793 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -29712334.000000 Penalty: 6110.872070
	Iteration 50Q: 3 clusters Score -2.971233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222808 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -29712320.000000 Penalty: 6110.872070
	Iteration 51Q: 3 clusters Score -2.971232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222823 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -29712336.000000 Penalty: 6110.872070
	Iteration 52Q: 3 clusters Score -2.971234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222834 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -29712326.000000 Penalty: 6110.872070
	Iteration 53Q: 3 clusters Score -2.971233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222850 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -29712294.000000 Penalty: 6110.872070
	Iteration 54Q: 3 clusters Score -2.971229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222862 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -29712308.000000 Penalty: 6110.872070
	Iteration 55Q: 3 clusters Score -2.971231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222873 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -29712326.000000 Penalty: 6110.872070
	Iteration 56Q: 3 clusters Score -2.971233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222880 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -29712312.000000 Penalty: 6110.872070
	Iteration 57Q: 3 clusters Score -2.971231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222888 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -29712338.000000 Penalty: 6110.872070
	Iteration 58Q: 3 clusters Score -2.971234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222892 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -29712342.000000 Penalty: 6110.872070
	Iteration 59Q: 3 clusters Score -2.971234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222895 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -29712330.000000 Penalty: 6110.872070
	Iteration 60F: 3 clusters Score -2.971233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222905 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -29712356.000000 Penalty: 6110.872070
	Iteration 61Q: 3 clusters Score -2.971236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222912 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -29712348.000000 Penalty: 6110.872070
	Iteration 62Q: 3 clusters Score -2.971235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222917 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -29712376.000000 Penalty: 6110.872070
	Iteration 63Q: 3 clusters Score -2.971238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222923 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -29712382.000000 Penalty: 6110.872070
	Iteration 64Q: 3 clusters Score -2.971238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222923 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -29712384.000000 Penalty: 6110.872070
	Iteration 65Q: 3 clusters Score -2.971238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222926 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -29712378.000000 Penalty: 6110.872070
	Iteration 66Q: 3 clusters Score -2.971238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222933 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -29712370.000000 Penalty: 6110.872070
	Iteration 67Q: 3 clusters Score -2.971237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222938 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -29712388.000000 Penalty: 6110.872070
	Iteration 68Q: 3 clusters Score -2.971239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222944 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -29712374.000000 Penalty: 6110.872070
	Iteration 69Q: 3 clusters Score -2.971237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222950 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -29712376.000000 Penalty: 6110.872070
	Iteration 70Q: 3 clusters Score -2.971238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222950 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -29712394.000000 Penalty: 6110.872070
	Iteration 71Q: 3 clusters Score -2.971239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222950 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -29712390.000000 Penalty: 6110.872070
	Iteration 72Q: 3 clusters Score -2.971239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222949 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -29712388.000000 Penalty: 6110.872070
	Iteration 73Q: 3 clusters Score -2.971239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222947 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -29712388.000000 Penalty: 6110.872070
	Iteration 74Q: 3 clusters Score -2.971239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222946 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -29712378.000000 Penalty: 6110.872070
	Iteration 75Q: 3 clusters Score -2.971238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222946 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -29712378.000000 Penalty: 6110.872070
	Iteration 76F: 3 clusters Score -2.971238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 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 262 members 
Entering Unmasked Estep 
Score: -57892.617188 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57892.62 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58331.867188 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58331.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58713.269531 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58713.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59260.320312 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -59260.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59878.363281 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -59878.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60233.070312 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -60233.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60243.023438 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -60243.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60243.023438 Penalty: 3150.039307
	Iteration 7F: 3 clusters Score -60243.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 166255 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224203 members 
Mstep: Class 7 contains 389 members 
Mstep: Class 8 contains 189678 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47745 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 51026 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 77543 members 
Mstep: Class 17 contains 81168 members 
Mstep: Class 18 contains 38469 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40277 members 
Mstep: Class 23 contains 22081 members 
Mstep: Class 24 contains 27534 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 184 members 
Entering Unmasked Estep 
Score: -133230632.000000 Penalty: 96125.335938
Splitting cluster 7 changes total score from -133231648.000000 to -133230632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (189678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189678 members 
Entering Unmasked Estep 
Score: -25076304.000000 Penalty: 3013.964600
	Iteration 0F: 2 clusters Score -2.50763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -24966674.000000 Penalty: 6027.929199
	Iteration 0F: 3 clusters Score -2.496667e+07 nChanged 91137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -25020080.000000 Penalty: 6027.929199
	Iteration 1F: 3 clusters Score -2.502008e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -25021034.000000 Penalty: 6027.929199
	Iteration 2Q: 3 clusters Score -2.502103e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -25021668.000000 Penalty: 6027.929199
	Iteration 3Q: 3 clusters Score -2.502167e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 94814 members 
Entering Unmasked Estep 
Score: -25022520.000000 Penalty: 6027.929199
	Iteration 4Q: 3 clusters Score -2.502252e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 94631 members 
Entering Unmasked Estep 
Score: -25023464.000000 Penalty: 6027.929199
	Iteration 5Q: 3 clusters Score -2.502346e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95345 members 
Mstep: Class 2 contains 94333 members 
Entering Unmasked Estep 
Score: -25024500.000000 Penalty: 6027.929199
	Iteration 6Q: 3 clusters Score -2.50245e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -25025692.000000 Penalty: 6027.929199
	Iteration 7Q: 3 clusters Score -2.502569e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -25027038.000000 Penalty: 6027.929199
	Iteration 8Q: 3 clusters Score -2.502704e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97812 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -25028614.000000 Penalty: 6027.929199
	Iteration 9Q: 3 clusters Score -2.502861e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -25030658.000000 Penalty: 6027.929199
	Iteration 10Q: 3 clusters Score -2.503066e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -25032968.000000 Penalty: 6027.929199
	Iteration 11Q: 3 clusters Score -2.503297e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107317 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -25036294.000000 Penalty: 6027.929199
	Iteration 12Q: 3 clusters Score -2.503629e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -25040196.000000 Penalty: 6027.929199
	Iteration 13Q: 3 clusters Score -2.50402e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120880 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -25045026.000000 Penalty: 6027.929199
	Iteration 14Q: 3 clusters Score -2.504503e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -25050834.000000 Penalty: 6027.929199
	Iteration 15F: 3 clusters Score -2.505083e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -25056860.000000 Penalty: 6027.929199
	Iteration 16F: 3 clusters Score -2.505686e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147701 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -25062328.000000 Penalty: 6027.929199
	Iteration 17Q: 3 clusters Score -2.506233e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -25066838.000000 Penalty: 6027.929199
	Iteration 18Q: 3 clusters Score -2.506684e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162429 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -25070052.000000 Penalty: 6027.929199
	Iteration 19Q: 3 clusters Score -2.507005e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -25072284.000000 Penalty: 6027.929199
	Iteration 20F: 3 clusters Score -2.507228e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173013 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -25073748.000000 Penalty: 6027.929199
	Iteration 21Q: 3 clusters Score -2.507375e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176660 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -25074312.000000 Penalty: 6027.929199
	Iteration 22Q: 3 clusters Score -2.507431e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179510 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -25074694.000000 Penalty: 6027.929199
	Iteration 23Q: 3 clusters Score -2.507469e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181669 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -25074850.000000 Penalty: 6027.929199
	Iteration 24Q: 3 clusters Score -2.507485e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183252 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -25075012.000000 Penalty: 6027.929199
	Iteration 25Q: 3 clusters Score -2.507501e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184429 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -25074912.000000 Penalty: 6027.929199
	Iteration 26Q: 3 clusters Score -2.507491e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185303 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -25074942.000000 Penalty: 6027.929199
	Iteration 27Q: 3 clusters Score -2.507494e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185935 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -25074924.000000 Penalty: 6027.929199
	Iteration 28Q: 3 clusters Score -2.507492e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186409 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -25074788.000000 Penalty: 6027.929199
	Iteration 29Q: 3 clusters Score -2.507479e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186769 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -25074802.000000 Penalty: 6027.929199
	Iteration 30Q: 3 clusters Score -2.50748e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187052 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -25074744.000000 Penalty: 6027.929199
	Iteration 31Q: 3 clusters Score -2.507474e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187256 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -25074756.000000 Penalty: 6027.929199
	Iteration 32Q: 3 clusters Score -2.507476e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187404 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -25074738.000000 Penalty: 6027.929199
	Iteration 33Q: 3 clusters Score -2.507474e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187530 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -25074756.000000 Penalty: 6027.929199
	Iteration 34Q: 3 clusters Score -2.507476e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -25074740.000000 Penalty: 6027.929199
	Iteration 35Q: 3 clusters Score -2.507474e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187711 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -25074740.000000 Penalty: 6027.929199
	Iteration 36Q: 3 clusters Score -2.507474e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187780 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -25074774.000000 Penalty: 6027.929199
	Iteration 37Q: 3 clusters Score -2.507477e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187833 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25074792.000000 Penalty: 6027.929199
	Iteration 38Q: 3 clusters Score -2.507479e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187888 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -25074762.000000 Penalty: 6027.929199
	Iteration 39Q: 3 clusters Score -2.507476e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187932 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -25074746.000000 Penalty: 6027.929199
	Iteration 40F: 3 clusters Score -2.507475e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -25074730.000000 Penalty: 6027.929199
	Iteration 41Q: 3 clusters Score -2.507473e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188017 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -25074694.000000 Penalty: 6027.929199
	Iteration 42Q: 3 clusters Score -2.507469e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188057 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -25074682.000000 Penalty: 6027.929199
	Iteration 43Q: 3 clusters Score -2.507468e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188097 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25074730.000000 Penalty: 6027.929199
	Iteration 44Q: 3 clusters Score -2.507473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188114 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -25074704.000000 Penalty: 6027.929199
	Iteration 45Q: 3 clusters Score -2.50747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188137 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -25074694.000000 Penalty: 6027.929199
	Iteration 46Q: 3 clusters Score -2.507469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188155 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -25074692.000000 Penalty: 6027.929199
	Iteration 47Q: 3 clusters Score -2.507469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188164 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -25074682.000000 Penalty: 6027.929199
	Iteration 48Q: 3 clusters Score -2.507468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188172 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -25074698.000000 Penalty: 6027.929199
	Iteration 49Q: 3 clusters Score -2.50747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188179 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -25074686.000000 Penalty: 6027.929199
	Iteration 50Q: 3 clusters Score -2.507469e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188193 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -25074698.000000 Penalty: 6027.929199
	Iteration 51Q: 3 clusters Score -2.50747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188202 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -25074702.000000 Penalty: 6027.929199
	Iteration 52Q: 3 clusters Score -2.50747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188205 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -25074682.000000 Penalty: 6027.929199
	Iteration 53Q: 3 clusters Score -2.507468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188213 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -25074698.000000 Penalty: 6027.929199
	Iteration 54Q: 3 clusters Score -2.50747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188221 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -25074698.000000 Penalty: 6027.929199
	Iteration 55Q: 3 clusters Score -2.50747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188228 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -25074690.000000 Penalty: 6027.929199
	Iteration 56Q: 3 clusters Score -2.507469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188235 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -25074694.000000 Penalty: 6027.929199
	Iteration 57Q: 3 clusters Score -2.507469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188241 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -25074692.000000 Penalty: 6027.929199
	Iteration 58Q: 3 clusters Score -2.507469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188249 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -25074676.000000 Penalty: 6027.929199
	Iteration 59Q: 3 clusters Score -2.507468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188256 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -25074694.000000 Penalty: 6027.929199
	Iteration 60F: 3 clusters Score -2.507469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188261 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -25074694.000000 Penalty: 6027.929199
	Iteration 61Q: 3 clusters Score -2.507469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188265 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -25074682.000000 Penalty: 6027.929199
	Iteration 62Q: 3 clusters Score -2.507468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188266 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -25074684.000000 Penalty: 6027.929199
	Iteration 63Q: 3 clusters Score -2.507468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188270 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -25074692.000000 Penalty: 6027.929199
	Iteration 64Q: 3 clusters Score -2.507469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188277 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -25074704.000000 Penalty: 6027.929199
	Iteration 65Q: 3 clusters Score -2.50747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188280 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -25074700.000000 Penalty: 6027.929199
	Iteration 66Q: 3 clusters Score -2.50747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188282 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -25074698.000000 Penalty: 6027.929199
	Iteration 67Q: 3 clusters Score -2.50747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188283 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -25074708.000000 Penalty: 6027.929199
	Iteration 68Q: 3 clusters Score -2.507471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188285 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -25074704.000000 Penalty: 6027.929199
	Iteration 69Q: 3 clusters Score -2.50747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188287 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -25074698.000000 Penalty: 6027.929199
	Iteration 70Q: 3 clusters Score -2.50747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188288 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -25074704.000000 Penalty: 6027.929199
	Iteration 71Q: 3 clusters Score -2.50747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -25074710.000000 Penalty: 6027.929199
	Iteration 72Q: 3 clusters Score -2.507471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -25074710.000000 Penalty: 6027.929199
	Iteration 73F: 3 clusters Score -2.507471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -380933.250000 Penalty: 2012.352539
	Iteration 0F: 2 clusters Score -380933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -377475.281250 Penalty: 4024.705078
	Iteration 0F: 3 clusters Score -377475.3 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -378204.250000 Penalty: 4024.705078
	Iteration 1F: 3 clusters Score -378204.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -378370.406250 Penalty: 4024.705078
	Iteration 2F: 3 clusters Score -378370.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -378489.281250 Penalty: 4024.705078
	Iteration 3Q: 3 clusters Score -378489.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -378571.906250 Penalty: 4024.705078
	Iteration 4Q: 3 clusters Score -378571.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -378653.156250 Penalty: 4024.705078
	Iteration 5Q: 3 clusters Score -378653.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -378720.937500 Penalty: 4024.705078
	Iteration 6Q: 3 clusters Score -378720.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -378779.875000 Penalty: 4024.705078
	Iteration 7Q: 3 clusters Score -378779.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -378824.406250 Penalty: 4024.705078
	Iteration 8Q: 3 clusters Score -378824.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -378856.281250 Penalty: 4024.705078
	Iteration 9Q: 3 clusters Score -378856.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -378883.250000 Penalty: 4024.705078
	Iteration 10Q: 3 clusters Score -378883.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -378909.812500 Penalty: 4024.705078
	Iteration 11Q: 3 clusters Score -378909.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -378932.312500 Penalty: 4024.705078
	Iteration 12Q: 3 clusters Score -378932.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -378950.468750 Penalty: 4024.705078
	Iteration 13Q: 3 clusters Score -378950.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -378964.093750 Penalty: 4024.705078
	Iteration 14Q: 3 clusters Score -378964.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -378985.687500 Penalty: 4024.705078
	Iteration 15Q: 3 clusters Score -378985.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -379012.437500 Penalty: 4024.705078
	Iteration 16Q: 3 clusters Score -379012.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -379041.687500 Penalty: 4024.705078
	Iteration 17Q: 3 clusters Score -379041.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -379065.687500 Penalty: 4024.705078
	Iteration 18Q: 3 clusters Score -379065.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -379082.656250 Penalty: 4024.705078
	Iteration 19Q: 3 clusters Score -379082.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -379095.625000 Penalty: 4024.705078
	Iteration 20F: 3 clusters Score -379095.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -379111.531250 Penalty: 4024.705078
	Iteration 21Q: 3 clusters Score -379111.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -379131.656250 Penalty: 4024.705078
	Iteration 22Q: 3 clusters Score -379131.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -379160.500000 Penalty: 4024.705078
	Iteration 23Q: 3 clusters Score -379160.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -379183.968750 Penalty: 4024.705078
	Iteration 24Q: 3 clusters Score -379184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -379206.562500 Penalty: 4024.705078
	Iteration 25Q: 3 clusters Score -379206.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -379233.281250 Penalty: 4024.705078
	Iteration 26Q: 3 clusters Score -379233.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -379271.875000 Penalty: 4024.705078
	Iteration 27Q: 3 clusters Score -379271.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -379322.031250 Penalty: 4024.705078
	Iteration 28Q: 3 clusters Score -379322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -379368.781250 Penalty: 4024.705078
	Iteration 29Q: 3 clusters Score -379368.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -379408.937500 Penalty: 4024.705078
	Iteration 30Q: 3 clusters Score -379408.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -379443.906250 Penalty: 4024.705078
	Iteration 31Q: 3 clusters Score -379443.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -379477.687500 Penalty: 4024.705078
	Iteration 32Q: 3 clusters Score -379477.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -379514.687500 Penalty: 4024.705078
	Iteration 33Q: 3 clusters Score -379514.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -379544.468750 Penalty: 4024.705078
	Iteration 34Q: 3 clusters Score -379544.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -379569.343750 Penalty: 4024.705078
	Iteration 35Q: 3 clusters Score -379569.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -379589.687500 Penalty: 4024.705078
	Iteration 36Q: 3 clusters Score -379589.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -379606.531250 Penalty: 4024.705078
	Iteration 37Q: 3 clusters Score -379606.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -379620.312500 Penalty: 4024.705078
	Iteration 38Q: 3 clusters Score -379620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -379629.625000 Penalty: 4024.705078
	Iteration 39Q: 3 clusters Score -379629.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -379638.125000 Penalty: 4024.705078
	Iteration 40F: 3 clusters Score -379638.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -379647.125000 Penalty: 4024.705078
	Iteration 41Q: 3 clusters Score -379647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -379651.406250 Penalty: 4024.705078
	Iteration 42Q: 3 clusters Score -379651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -379653.500000 Penalty: 4024.705078
	Iteration 43Q: 3 clusters Score -379653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -379658.062500 Penalty: 4024.705078
	Iteration 44Q: 3 clusters Score -379658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -379661.718750 Penalty: 4024.705078
	Iteration 45Q: 3 clusters Score -379661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -379663.593750 Penalty: 4024.705078
	Iteration 46Q: 3 clusters Score -379663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -379668.156250 Penalty: 4024.705078
	Iteration 47Q: 3 clusters Score -379668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -379670.625000 Penalty: 4024.705078
	Iteration 48Q: 3 clusters Score -379670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -379671.531250 Penalty: 4024.705078
	Iteration 49Q: 3 clusters Score -379671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -379672.250000 Penalty: 4024.705078
	Iteration 50Q: 3 clusters Score -379672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -379673.343750 Penalty: 4024.705078
	Iteration 51Q: 3 clusters Score -379673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -379673.687500 Penalty: 4024.705078
	Iteration 52Q: 3 clusters Score -379673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -379675.437500 Penalty: 4024.705078
	Iteration 53Q: 3 clusters Score -379675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -379676.937500 Penalty: 4024.705078
	Iteration 54Q: 3 clusters Score -379676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -379678.250000 Penalty: 4024.705078
	Iteration 55Q: 3 clusters Score -379678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -379678.250000 Penalty: 4024.705078
	Iteration 56F: 3 clusters Score -379678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Entering Unmasked Estep 
Score: -431324.843750 Penalty: 2017.711426
	Iteration 0F: 2 clusters Score -431324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -427823.562500 Penalty: 4035.422852
	Iteration 0F: 3 clusters Score -427823.6 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -428625.968750 Penalty: 4035.422852
	Iteration 1F: 3 clusters Score -428626 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -428912.000000 Penalty: 4035.422852
	Iteration 2F: 3 clusters Score -428912 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -429110.718750 Penalty: 4035.422852
	Iteration 3F: 3 clusters Score -429110.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -429272.125000 Penalty: 4035.422852
	Iteration 4F: 3 clusters Score -429272.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -429411.937500 Penalty: 4035.422852
	Iteration 5F: 3 clusters Score -429411.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -429540.687500 Penalty: 4035.422852
	Iteration 6Q: 3 clusters Score -429540.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -429679.093750 Penalty: 4035.422852
	Iteration 7Q: 3 clusters Score -429679.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -429811.750000 Penalty: 4035.422852
	Iteration 8Q: 3 clusters Score -429811.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -429899.906250 Penalty: 4035.422852
	Iteration 9Q: 3 clusters Score -429899.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -429959.656250 Penalty: 4035.422852
	Iteration 10Q: 3 clusters Score -429959.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -429998.156250 Penalty: 4035.422852
	Iteration 11Q: 3 clusters Score -429998.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -430022.687500 Penalty: 4035.422852
	Iteration 12Q: 3 clusters Score -430022.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -430037.250000 Penalty: 4035.422852
	Iteration 13Q: 3 clusters Score -430037.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -430053.781250 Penalty: 4035.422852
	Iteration 14Q: 3 clusters Score -430053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -430060.781250 Penalty: 4035.422852
	Iteration 15Q: 3 clusters Score -430060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -430066.125000 Penalty: 4035.422852
	Iteration 16Q: 3 clusters Score -430066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -430071.562500 Penalty: 4035.422852
	Iteration 17Q: 3 clusters Score -430071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -430075.125000 Penalty: 4035.422852
	Iteration 18Q: 3 clusters Score -430075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -430076.343750 Penalty: 4035.422852
	Iteration 19Q: 3 clusters Score -430076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -430077.062500 Penalty: 4035.422852
	Iteration 20F: 3 clusters Score -430077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -430078.187500 Penalty: 4035.422852
	Iteration 21Q: 3 clusters Score -430078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -430078.187500 Penalty: 4035.422852
	Iteration 22F: 3 clusters Score -430078.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Entering Unmasked Estep 
Score: -5910211.500000 Penalty: 2671.860107
	Iteration 0F: 2 clusters Score -5910212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -5877865.000000 Penalty: 5343.720215
	Iteration 0F: 3 clusters Score -5877865 nChanged 22128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5890152.500000 Penalty: 5343.720215
	Iteration 1F: 3 clusters Score -5890152 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5890828.000000 Penalty: 5343.720215
	Iteration 2Q: 3 clusters Score -5890828 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -5891605.000000 Penalty: 5343.720215
	Iteration 3Q: 3 clusters Score -5891605 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -5892620.000000 Penalty: 5343.720215
	Iteration 4Q: 3 clusters Score -5892620 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -5893983.000000 Penalty: 5343.720215
	Iteration 5F: 3 clusters Score -5893983 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -5895775.500000 Penalty: 5343.720215
	Iteration 6F: 3 clusters Score -5895776 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -5898027.500000 Penalty: 5343.720215
	Iteration 7F: 3 clusters Score -5898028 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -5900446.000000 Penalty: 5343.720215
	Iteration 8F: 3 clusters Score -5900446 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -5902675.500000 Penalty: 5343.720215
	Iteration 9F: 3 clusters Score -5902676 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5904343.000000 Penalty: 5343.720215
	Iteration 10Q: 3 clusters Score -5904343 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5905466.500000 Penalty: 5343.720215
	Iteration 11Q: 3 clusters Score -5905466 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5906223.000000 Penalty: 5343.720215
	Iteration 12Q: 3 clusters Score -5906223 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5906642.000000 Penalty: 5343.720215
	Iteration 13Q: 3 clusters Score -5906642 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5906905.000000 Penalty: 5343.720215
	Iteration 14Q: 3 clusters Score -5906905 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5907131.500000 Penalty: 5343.720215
	Iteration 15Q: 3 clusters Score -5907132 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5907322.500000 Penalty: 5343.720215
	Iteration 16Q: 3 clusters Score -5907322 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5907482.000000 Penalty: 5343.720215
	Iteration 17Q: 3 clusters Score -5907482 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5907573.000000 Penalty: 5343.720215
	Iteration 18Q: 3 clusters Score -5907573 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5907635.000000 Penalty: 5343.720215
	Iteration 19Q: 3 clusters Score -5907635 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5907709.000000 Penalty: 5343.720215
	Iteration 20F: 3 clusters Score -5907709 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5907781.500000 Penalty: 5343.720215
	Iteration 21Q: 3 clusters Score -5907782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5907820.500000 Penalty: 5343.720215
	Iteration 22Q: 3 clusters Score -5907820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5907855.500000 Penalty: 5343.720215
	Iteration 23Q: 3 clusters Score -5907856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5907883.000000 Penalty: 5343.720215
	Iteration 24Q: 3 clusters Score -5907883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5907893.000000 Penalty: 5343.720215
	Iteration 25Q: 3 clusters Score -5907893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5907921.000000 Penalty: 5343.720215
	Iteration 26Q: 3 clusters Score -5907921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5907930.500000 Penalty: 5343.720215
	Iteration 27Q: 3 clusters Score -5907930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5907942.500000 Penalty: 5343.720215
	Iteration 28Q: 3 clusters Score -5907942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5907969.500000 Penalty: 5343.720215
	Iteration 29Q: 3 clusters Score -5907970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5907975.000000 Penalty: 5343.720215
	Iteration 30Q: 3 clusters Score -5907975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5907988.000000 Penalty: 5343.720215
	Iteration 31Q: 3 clusters Score -5907988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5907990.000000 Penalty: 5343.720215
	Iteration 32Q: 3 clusters Score -5907990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5907999.000000 Penalty: 5343.720215
	Iteration 33Q: 3 clusters Score -5907999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5908010.500000 Penalty: 5343.720215
	Iteration 34Q: 3 clusters Score -5908010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5908016.000000 Penalty: 5343.720215
	Iteration 35Q: 3 clusters Score -5908016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5908027.000000 Penalty: 5343.720215
	Iteration 36Q: 3 clusters Score -5908027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5908041.000000 Penalty: 5343.720215
	Iteration 37Q: 3 clusters Score -5908041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5908044.000000 Penalty: 5343.720215
	Iteration 38Q: 3 clusters Score -5908044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5908044.000000 Penalty: 5343.720215
	Iteration 39Q: 3 clusters Score -5908044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5908049.000000 Penalty: 5343.720215
	Iteration 40F: 3 clusters Score -5908049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5908055.000000 Penalty: 5343.720215
	Iteration 41Q: 3 clusters Score -5908055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5908052.500000 Penalty: 5343.720215
	Iteration 42Q: 3 clusters Score -5908052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5908053.000000 Penalty: 5343.720215
	Iteration 43Q: 3 clusters Score -5908053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5908054.000000 Penalty: 5343.720215
	Iteration 44Q: 3 clusters Score -5908054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5908050.000000 Penalty: 5343.720215
	Iteration 45Q: 3 clusters Score -5908050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5908050.500000 Penalty: 5343.720215
	Iteration 46Q: 3 clusters Score -5908050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5908057.000000 Penalty: 5343.720215
	Iteration 47Q: 3 clusters Score -5908057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5908058.500000 Penalty: 5343.720215
	Iteration 48Q: 3 clusters Score -5908058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5908059.500000 Penalty: 5343.720215
	Iteration 49Q: 3 clusters Score -5908060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5908056.500000 Penalty: 5343.720215
	Iteration 50Q: 3 clusters Score -5908056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5908060.500000 Penalty: 5343.720215
	Iteration 51Q: 3 clusters Score -5908060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5908060.500000 Penalty: 5343.720215
	Iteration 52Q: 3 clusters Score -5908060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5908060.500000 Penalty: 5343.720215
	Iteration 53Q: 3 clusters Score -5908060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5908061.500000 Penalty: 5343.720215
	Iteration 54Q: 3 clusters Score -5908062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5908061.500000 Penalty: 5343.720215
	Iteration 55F: 3 clusters Score -5908062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -324863.375000 Penalty: 1937.770630
	Iteration 0F: 2 clusters Score -324863.4 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 1216 members 
Entering Unmasked Estep 
Score: -321992.062500 Penalty: 3875.541260
	Iteration 0F: 3 clusters Score -321992.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -322569.750000 Penalty: 3875.541260
	Iteration 1F: 3 clusters Score -322569.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -322723.218750 Penalty: 3875.541260
	Iteration 2F: 3 clusters Score -322723.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -322832.093750 Penalty: 3875.541260
	Iteration 3Q: 3 clusters Score -322832.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -322915.062500 Penalty: 3875.541260
	Iteration 4Q: 3 clusters Score -322915.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -322976.625000 Penalty: 3875.541260
	Iteration 5Q: 3 clusters Score -322976.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -323019.343750 Penalty: 3875.541260
	Iteration 6Q: 3 clusters Score -323019.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -323057.500000 Penalty: 3875.541260
	Iteration 7Q: 3 clusters Score -323057.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -323098.781250 Penalty: 3875.541260
	Iteration 8Q: 3 clusters Score -323098.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -323142.562500 Penalty: 3875.541260
	Iteration 9Q: 3 clusters Score -323142.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -323182.156250 Penalty: 3875.541260
	Iteration 10Q: 3 clusters Score -323182.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -323212.812500 Penalty: 3875.541260
	Iteration 11Q: 3 clusters Score -323212.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -323237.562500 Penalty: 3875.541260
	Iteration 12Q: 3 clusters Score -323237.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -323257.187500 Penalty: 3875.541260
	Iteration 13Q: 3 clusters Score -323257.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -323274.843750 Penalty: 3875.541260
	Iteration 14Q: 3 clusters Score -323274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -323290.062500 Penalty: 3875.541260
	Iteration 15Q: 3 clusters Score -323290.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -323301.968750 Penalty: 3875.541260
	Iteration 16Q: 3 clusters Score -323302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -323314.156250 Penalty: 3875.541260
	Iteration 17Q: 3 clusters Score -323314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -323324.218750 Penalty: 3875.541260
	Iteration 18Q: 3 clusters Score -323324.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -323336.281250 Penalty: 3875.541260
	Iteration 19Q: 3 clusters Score -323336.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -323343.031250 Penalty: 3875.541260
	Iteration 20F: 3 clusters Score -323343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -323348.625000 Penalty: 3875.541260
	Iteration 21Q: 3 clusters Score -323348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -323352.062500 Penalty: 3875.541260
	Iteration 22Q: 3 clusters Score -323352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -323354.562500 Penalty: 3875.541260
	Iteration 23Q: 3 clusters Score -323354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -323356.843750 Penalty: 3875.541260
	Iteration 24Q: 3 clusters Score -323356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -323360.593750 Penalty: 3875.541260
	Iteration 25Q: 3 clusters Score -323360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -323362.875000 Penalty: 3875.541260
	Iteration 26Q: 3 clusters Score -323362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -323364.750000 Penalty: 3875.541260
	Iteration 27Q: 3 clusters Score -323364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -323366.656250 Penalty: 3875.541260
	Iteration 28Q: 3 clusters Score -323366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -323368.656250 Penalty: 3875.541260
	Iteration 29Q: 3 clusters Score -323368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -323369.406250 Penalty: 3875.541260
	Iteration 30Q: 3 clusters Score -323369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -323371.218750 Penalty: 3875.541260
	Iteration 31Q: 3 clusters Score -323371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -323374.812500 Penalty: 3875.541260
	Iteration 32Q: 3 clusters Score -323374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -323382.125000 Penalty: 3875.541260
	Iteration 33Q: 3 clusters Score -323382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -323383.812500 Penalty: 3875.541260
	Iteration 34Q: 3 clusters Score -323383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -323384.718750 Penalty: 3875.541260
	Iteration 35Q: 3 clusters Score -323384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -323385.937500 Penalty: 3875.541260
	Iteration 36Q: 3 clusters Score -323385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -323386.812500 Penalty: 3875.541260
	Iteration 37Q: 3 clusters Score -323386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -323386.812500 Penalty: 3875.541260
	Iteration 38F: 3 clusters Score -323386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Entering Unmasked Estep 
Score: -6827475.500000 Penalty: 2688.342529
	Iteration 0F: 2 clusters Score -6827476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -6793220.500000 Penalty: 5376.685059
	Iteration 0F: 3 clusters Score -6793220 nChanged 23581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -6806201.000000 Penalty: 5376.685059
	Iteration 1F: 3 clusters Score -6806201 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -6806815.500000 Penalty: 5376.685059
	Iteration 2Q: 3 clusters Score -6806816 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -6807549.000000 Penalty: 5376.685059
	Iteration 3Q: 3 clusters Score -6807549 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -6808574.000000 Penalty: 5376.685059
	Iteration 4Q: 3 clusters Score -6808574 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -6809885.000000 Penalty: 5376.685059
	Iteration 5Q: 3 clusters Score -6809885 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -6811818.000000 Penalty: 5376.685059
	Iteration 6F: 3 clusters Score -6811818 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -6814277.000000 Penalty: 5376.685059
	Iteration 7F: 3 clusters Score -6814277 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -6817051.000000 Penalty: 5376.685059
	Iteration 8F: 3 clusters Score -6817051 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -6819855.500000 Penalty: 5376.685059
	Iteration 9F: 3 clusters Score -6819856 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -6821966.500000 Penalty: 5376.685059
	Iteration 10Q: 3 clusters Score -6821966 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -6823217.500000 Penalty: 5376.685059
	Iteration 11Q: 3 clusters Score -6823218 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -6823991.000000 Penalty: 5376.685059
	Iteration 12Q: 3 clusters Score -6823991 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -6824402.500000 Penalty: 5376.685059
	Iteration 13Q: 3 clusters Score -6824402 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -6824628.000000 Penalty: 5376.685059
	Iteration 14Q: 3 clusters Score -6824628 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -6824811.500000 Penalty: 5376.685059
	Iteration 15Q: 3 clusters Score -6824812 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6824894.000000 Penalty: 5376.685059
	Iteration 16Q: 3 clusters Score -6824894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -6824964.000000 Penalty: 5376.685059
	Iteration 17Q: 3 clusters Score -6824964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6825004.500000 Penalty: 5376.685059
	Iteration 18Q: 3 clusters Score -6825004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6825043.500000 Penalty: 5376.685059
	Iteration 19Q: 3 clusters Score -6825044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6825057.000000 Penalty: 5376.685059
	Iteration 20F: 3 clusters Score -6825057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6825080.500000 Penalty: 5376.685059
	Iteration 21Q: 3 clusters Score -6825080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -6825093.000000 Penalty: 5376.685059
	Iteration 22Q: 3 clusters Score -6825093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -6825092.500000 Penalty: 5376.685059
	Iteration 23Q: 3 clusters Score -6825092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -6825097.000000 Penalty: 5376.685059
	Iteration 24Q: 3 clusters Score -6825097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -6825102.500000 Penalty: 5376.685059
	Iteration 25Q: 3 clusters Score -6825102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -6825104.500000 Penalty: 5376.685059
	Iteration 26Q: 3 clusters Score -6825104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -6825118.500000 Penalty: 5376.685059
	Iteration 27Q: 3 clusters Score -6825118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -6825115.500000 Penalty: 5376.685059
	Iteration 28Q: 3 clusters Score -6825116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -6825119.000000 Penalty: 5376.685059
	Iteration 29Q: 3 clusters Score -6825119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -6825124.000000 Penalty: 5376.685059
	Iteration 30Q: 3 clusters Score -6825124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -6825124.000000 Penalty: 5376.685059
	Iteration 31Q: 3 clusters Score -6825124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -6825127.000000 Penalty: 5376.685059
	Iteration 32Q: 3 clusters Score -6825127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -6825121.000000 Penalty: 5376.685059
	Iteration 33Q: 3 clusters Score -6825121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -6825121.000000 Penalty: 5376.685059
	Iteration 34F: 3 clusters Score -6825121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -57342.195312 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -57342.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55911.902344 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -55911.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56203.507812 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -56203.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56393.695312 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -56393.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56455.136719 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -56455.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56490.792969 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -56490.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56517.683594 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -56517.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56546.976562 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -56546.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56560.859375 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -56560.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56580.519531 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -56580.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56595.125000 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -56595.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56613.382812 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -56613.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56669.984375 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -56669.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56734.613281 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -56734.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56748.761719 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -56748.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56752.699219 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -56752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56755.023438 Penalty: 3076.457764
	Iteration 15Q: 3 clusters Score -56755.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56755.023438 Penalty: 3076.457764
	Iteration 16F: 3 clusters Score -56755.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Entering Unmasked Estep 
Score: -896027.937500 Penalty: 2199.296631
	Iteration 0F: 2 clusters Score -896027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -890116.437500 Penalty: 4398.593262
	Iteration 0F: 3 clusters Score -890116.4 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -891710.250000 Penalty: 4398.593262
	Iteration 1F: 3 clusters Score -891710.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -891944.437500 Penalty: 4398.593262
	Iteration 2F: 3 clusters Score -891944.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -892102.125000 Penalty: 4398.593262
	Iteration 3Q: 3 clusters Score -892102.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -892234.062500 Penalty: 4398.593262
	Iteration 4Q: 3 clusters Score -892234.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -892344.187500 Penalty: 4398.593262
	Iteration 5Q: 3 clusters Score -892344.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -892436.062500 Penalty: 4398.593262
	Iteration 6Q: 3 clusters Score -892436.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -892532.375000 Penalty: 4398.593262
	Iteration 7Q: 3 clusters Score -892532.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -892633.937500 Penalty: 4398.593262
	Iteration 8Q: 3 clusters Score -892633.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -892729.687500 Penalty: 4398.593262
	Iteration 9Q: 3 clusters Score -892729.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -892828.187500 Penalty: 4398.593262
	Iteration 10Q: 3 clusters Score -892828.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -892946.500000 Penalty: 4398.593262
	Iteration 11Q: 3 clusters Score -892946.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -893045.687500 Penalty: 4398.593262
	Iteration 12Q: 3 clusters Score -893045.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -893119.625000 Penalty: 4398.593262
	Iteration 13Q: 3 clusters Score -893119.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -893205.187500 Penalty: 4398.593262
	Iteration 14Q: 3 clusters Score -893205.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -893300.312500 Penalty: 4398.593262
	Iteration 15Q: 3 clusters Score -893300.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -893397.812500 Penalty: 4398.593262
	Iteration 16Q: 3 clusters Score -893397.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -893498.500000 Penalty: 4398.593262
	Iteration 17Q: 3 clusters Score -893498.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -893604.187500 Penalty: 4398.593262
	Iteration 18Q: 3 clusters Score -893604.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -893718.937500 Penalty: 4398.593262
	Iteration 19Q: 3 clusters Score -893718.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -893835.437500 Penalty: 4398.593262
	Iteration 20F: 3 clusters Score -893835.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -893954.875000 Penalty: 4398.593262
	Iteration 21Q: 3 clusters Score -893954.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -894046.000000 Penalty: 4398.593262
	Iteration 22Q: 3 clusters Score -894046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -894084.812500 Penalty: 4398.593262
	Iteration 23Q: 3 clusters Score -894084.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -894107.187500 Penalty: 4398.593262
	Iteration 24Q: 3 clusters Score -894107.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -894123.125000 Penalty: 4398.593262
	Iteration 25Q: 3 clusters Score -894123.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -894137.812500 Penalty: 4398.593262
	Iteration 26Q: 3 clusters Score -894137.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -894147.875000 Penalty: 4398.593262
	Iteration 27Q: 3 clusters Score -894147.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -894156.000000 Penalty: 4398.593262
	Iteration 28Q: 3 clusters Score -894156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -894164.687500 Penalty: 4398.593262
	Iteration 29Q: 3 clusters Score -894164.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -894170.375000 Penalty: 4398.593262
	Iteration 30Q: 3 clusters Score -894170.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -894179.187500 Penalty: 4398.593262
	Iteration 31Q: 3 clusters Score -894179.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -894184.562500 Penalty: 4398.593262
	Iteration 32Q: 3 clusters Score -894184.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -894191.375000 Penalty: 4398.593262
	Iteration 33Q: 3 clusters Score -894191.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -894196.625000 Penalty: 4398.593262
	Iteration 34Q: 3 clusters Score -894196.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -894201.062500 Penalty: 4398.593262
	Iteration 35Q: 3 clusters Score -894201.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -894208.500000 Penalty: 4398.593262
	Iteration 36Q: 3 clusters Score -894208.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -894215.500000 Penalty: 4398.593262
	Iteration 37Q: 3 clusters Score -894215.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -894217.375000 Penalty: 4398.593262
	Iteration 38Q: 3 clusters Score -894217.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -894220.937500 Penalty: 4398.593262
	Iteration 39Q: 3 clusters Score -894220.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -894225.000000 Penalty: 4398.593262
	Iteration 40F: 3 clusters Score -894225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -894227.625000 Penalty: 4398.593262
	Iteration 41Q: 3 clusters Score -894227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -894228.875000 Penalty: 4398.593262
	Iteration 42Q: 3 clusters Score -894228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -894229.687500 Penalty: 4398.593262
	Iteration 43Q: 3 clusters Score -894229.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -894233.875000 Penalty: 4398.593262
	Iteration 44Q: 3 clusters Score -894233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -894232.375000 Penalty: 4398.593262
	Iteration 45Q: 3 clusters Score -894232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -894232.875000 Penalty: 4398.593262
	Iteration 46Q: 3 clusters Score -894232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -894235.562500 Penalty: 4398.593262
	Iteration 47Q: 3 clusters Score -894235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -894236.437500 Penalty: 4398.593262
	Iteration 48Q: 3 clusters Score -894236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -894238.250000 Penalty: 4398.593262
	Iteration 49Q: 3 clusters Score -894238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -894239.437500 Penalty: 4398.593262
	Iteration 50Q: 3 clusters Score -894239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -894237.750000 Penalty: 4398.593262
	Iteration 51Q: 3 clusters Score -894237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -894239.750000 Penalty: 4398.593262
	Iteration 52Q: 3 clusters Score -894239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -894238.812500 Penalty: 4398.593262
	Iteration 53Q: 3 clusters Score -894238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -894243.562500 Penalty: 4398.593262
	Iteration 54Q: 3 clusters Score -894243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -894240.875000 Penalty: 4398.593262
	Iteration 55Q: 3 clusters Score -894240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -894241.875000 Penalty: 4398.593262
	Iteration 56Q: 3 clusters Score -894241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -894242.187500 Penalty: 4398.593262
	Iteration 57Q: 3 clusters Score -894242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -894241.312500 Penalty: 4398.593262
	Iteration 58Q: 3 clusters Score -894241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -894243.812500 Penalty: 4398.593262
	Iteration 59Q: 3 clusters Score -894243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -894244.437500 Penalty: 4398.593262
	Iteration 60F: 3 clusters Score -894244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -894244.750000 Penalty: 4398.593262
	Iteration 61Q: 3 clusters Score -894244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -894244.750000 Penalty: 4398.593262
	Iteration 62F: 3 clusters Score -894244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Entering Unmasked Estep 
Score: -10374354.000000 Penalty: 2792.129883
	Iteration 0F: 2 clusters Score -1.037435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -10322197.000000 Penalty: 5584.259766
	Iteration 0F: 3 clusters Score -1.03222e+07 nChanged 36403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -10343139.000000 Penalty: 5584.259766
	Iteration 1F: 3 clusters Score -1.034314e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -10343987.000000 Penalty: 5584.259766
	Iteration 2Q: 3 clusters Score -1.034399e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -10344881.000000 Penalty: 5584.259766
	Iteration 3Q: 3 clusters Score -1.034488e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -10345771.000000 Penalty: 5584.259766
	Iteration 4Q: 3 clusters Score -1.034577e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -10346876.000000 Penalty: 5584.259766
	Iteration 5Q: 3 clusters Score -1.034688e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -10348038.000000 Penalty: 5584.259766
	Iteration 6Q: 3 clusters Score -1.034804e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -10349530.000000 Penalty: 5584.259766
	Iteration 7Q: 3 clusters Score -1.034953e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -10351443.000000 Penalty: 5584.259766
	Iteration 8Q: 3 clusters Score -1.035144e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -10353997.000000 Penalty: 5584.259766
	Iteration 9F: 3 clusters Score -1.0354e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -10357271.000000 Penalty: 5584.259766
	Iteration 10F: 3 clusters Score -1.035727e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -10360237.000000 Penalty: 5584.259766
	Iteration 11F: 3 clusters Score -1.036024e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -10362125.000000 Penalty: 5584.259766
	Iteration 12Q: 3 clusters Score -1.036212e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -10362993.000000 Penalty: 5584.259766
	Iteration 13Q: 3 clusters Score -1.036299e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -10363591.000000 Penalty: 5584.259766
	Iteration 14Q: 3 clusters Score -1.036359e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -10364243.000000 Penalty: 5584.259766
	Iteration 15Q: 3 clusters Score -1.036424e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -10364900.000000 Penalty: 5584.259766
	Iteration 16Q: 3 clusters Score -1.03649e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -10365594.000000 Penalty: 5584.259766
	Iteration 17Q: 3 clusters Score -1.036559e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -10366342.000000 Penalty: 5584.259766
	Iteration 18Q: 3 clusters Score -1.036634e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -10367099.000000 Penalty: 5584.259766
	Iteration 19Q: 3 clusters Score -1.03671e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -10367666.000000 Penalty: 5584.259766
	Iteration 20F: 3 clusters Score -1.036767e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -10368256.000000 Penalty: 5584.259766
	Iteration 21Q: 3 clusters Score -1.036826e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -10368721.000000 Penalty: 5584.259766
	Iteration 22Q: 3 clusters Score -1.036872e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -10369214.000000 Penalty: 5584.259766
	Iteration 23Q: 3 clusters Score -1.036921e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -10369564.000000 Penalty: 5584.259766
	Iteration 24Q: 3 clusters Score -1.036956e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -10369969.000000 Penalty: 5584.259766
	Iteration 25Q: 3 clusters Score -1.036997e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -10370409.000000 Penalty: 5584.259766
	Iteration 26Q: 3 clusters Score -1.037041e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -10370811.000000 Penalty: 5584.259766
	Iteration 27Q: 3 clusters Score -1.037081e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -10371238.000000 Penalty: 5584.259766
	Iteration 28Q: 3 clusters Score -1.037124e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -10371714.000000 Penalty: 5584.259766
	Iteration 29Q: 3 clusters Score -1.037171e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -10372222.000000 Penalty: 5584.259766
	Iteration 30Q: 3 clusters Score -1.037222e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -10372727.000000 Penalty: 5584.259766
	Iteration 31Q: 3 clusters Score -1.037273e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -10373110.000000 Penalty: 5584.259766
	Iteration 32Q: 3 clusters Score -1.037311e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -10373478.000000 Penalty: 5584.259766
	Iteration 33Q: 3 clusters Score -1.037348e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -10373821.000000 Penalty: 5584.259766
	Iteration 34Q: 3 clusters Score -1.037382e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -10374042.000000 Penalty: 5584.259766
	Iteration 35Q: 3 clusters Score -1.037404e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -10374229.000000 Penalty: 5584.259766
	Iteration 36Q: 3 clusters Score -1.037423e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -10374361.000000 Penalty: 5584.259766
	Iteration 37Q: 3 clusters Score -1.037436e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -10374494.000000 Penalty: 5584.259766
	Iteration 38Q: 3 clusters Score -1.037449e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -10374543.000000 Penalty: 5584.259766
	Iteration 39Q: 3 clusters Score -1.037454e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -10374808.000000 Penalty: 5584.259766
	Iteration 40F: 3 clusters Score -1.037481e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -10374966.000000 Penalty: 5584.259766
	Iteration 41Q: 3 clusters Score -1.037497e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -10375075.000000 Penalty: 5584.259766
	Iteration 42Q: 3 clusters Score -1.037508e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -10375103.000000 Penalty: 5584.259766
	Iteration 43Q: 3 clusters Score -1.03751e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -10375144.000000 Penalty: 5584.259766
	Iteration 44Q: 3 clusters Score -1.037514e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -10375174.000000 Penalty: 5584.259766
	Iteration 45Q: 3 clusters Score -1.037517e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -10375197.000000 Penalty: 5584.259766
	Iteration 46Q: 3 clusters Score -1.03752e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -10375227.000000 Penalty: 5584.259766
	Iteration 47Q: 3 clusters Score -1.037523e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -10375255.000000 Penalty: 5584.259766
	Iteration 48Q: 3 clusters Score -1.037526e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -10375268.000000 Penalty: 5584.259766
	Iteration 49Q: 3 clusters Score -1.037527e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -10375297.000000 Penalty: 5584.259766
	Iteration 50Q: 3 clusters Score -1.03753e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -10375289.000000 Penalty: 5584.259766
	Iteration 51Q: 3 clusters Score -1.037529e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -10375298.000000 Penalty: 5584.259766
	Iteration 52Q: 3 clusters Score -1.03753e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -10375291.000000 Penalty: 5584.259766
	Iteration 53Q: 3 clusters Score -1.037529e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -10375293.000000 Penalty: 5584.259766
	Iteration 54Q: 3 clusters Score -1.037529e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -10375284.000000 Penalty: 5584.259766
	Iteration 55Q: 3 clusters Score -1.037528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -10375273.000000 Penalty: 5584.259766
	Iteration 56Q: 3 clusters Score -1.037527e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -10375282.000000 Penalty: 5584.259766
	Iteration 57Q: 3 clusters Score -1.037528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -10375281.000000 Penalty: 5584.259766
	Iteration 58Q: 3 clusters Score -1.037528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -10375288.000000 Penalty: 5584.259766
	Iteration 59Q: 3 clusters Score -1.037529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -10375292.000000 Penalty: 5584.259766
	Iteration 60F: 3 clusters Score -1.037529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -10375291.000000 Penalty: 5584.259766
	Iteration 61Q: 3 clusters Score -1.037529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -10375286.000000 Penalty: 5584.259766
	Iteration 62Q: 3 clusters Score -1.037529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -10375286.000000 Penalty: 5584.259766
	Iteration 63Q: 3 clusters Score -1.037529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -10375309.000000 Penalty: 5584.259766
	Iteration 64Q: 3 clusters Score -1.037531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -10375318.000000 Penalty: 5584.259766
	Iteration 65Q: 3 clusters Score -1.037532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -10375320.000000 Penalty: 5584.259766
	Iteration 66Q: 3 clusters Score -1.037532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -10375324.000000 Penalty: 5584.259766
	Iteration 67Q: 3 clusters Score -1.037532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -10375342.000000 Penalty: 5584.259766
	Iteration 68Q: 3 clusters Score -1.037534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -10375339.000000 Penalty: 5584.259766
	Iteration 69Q: 3 clusters Score -1.037534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -10375353.000000 Penalty: 5584.259766
	Iteration 70Q: 3 clusters Score -1.037535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -10375346.000000 Penalty: 5584.259766
	Iteration 71Q: 3 clusters Score -1.037535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -10375349.000000 Penalty: 5584.259766
	Iteration 72Q: 3 clusters Score -1.037535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -10375348.000000 Penalty: 5584.259766
	Iteration 73Q: 3 clusters Score -1.037535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -10375345.000000 Penalty: 5584.259766
	Iteration 74Q: 3 clusters Score -1.037534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -10375352.000000 Penalty: 5584.259766
	Iteration 75Q: 3 clusters Score -1.037535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -10375357.000000 Penalty: 5584.259766
	Iteration 76Q: 3 clusters Score -1.037536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -10375350.000000 Penalty: 5584.259766
	Iteration 77Q: 3 clusters Score -1.037535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -10375349.000000 Penalty: 5584.259766
	Iteration 78Q: 3 clusters Score -1.037535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -10375340.000000 Penalty: 5584.259766
	Iteration 79Q: 3 clusters Score -1.037534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -10375340.000000 Penalty: 5584.259766
	Iteration 80F: 3 clusters Score -1.037534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 166255 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224203 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189678 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47745 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 51026 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 44665 members 
Mstep: Class 17 contains 81168 members 
Mstep: Class 18 contains 38469 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40277 members 
Mstep: Class 23 contains 22081 members 
Mstep: Class 24 contains 27534 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 32878 members 
Entering Unmasked Estep 
Score: -133232448.000000 Penalty: 96125.335938
Splitting cluster 16 changes total score from -133231648.000000 to -133232448.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (81168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Entering Unmasked Estep 
Score: -10766948.000000 Penalty: 2803.460449
	Iteration 0F: 2 clusters Score -1.076695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -10712548.000000 Penalty: 5606.920898
	Iteration 0F: 3 clusters Score -1.071255e+07 nChanged 38021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -10734194.000000 Penalty: 5606.920898
	Iteration 1F: 3 clusters Score -1.073419e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -10734931.000000 Penalty: 5606.920898
	Iteration 2Q: 3 clusters Score -1.073493e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -10735683.000000 Penalty: 5606.920898
	Iteration 3Q: 3 clusters Score -1.073568e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -10736854.000000 Penalty: 5606.920898
	Iteration 4Q: 3 clusters Score -1.073685e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -10738650.000000 Penalty: 5606.920898
	Iteration 5Q: 3 clusters Score -1.073865e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -10741538.000000 Penalty: 5606.920898
	Iteration 6F: 3 clusters Score -1.074154e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -10745793.000000 Penalty: 5606.920898
	Iteration 7F: 3 clusters Score -1.074579e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -10751477.000000 Penalty: 5606.920898
	Iteration 8F: 3 clusters Score -1.075148e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -10757028.000000 Penalty: 5606.920898
	Iteration 9F: 3 clusters Score -1.075703e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -10760740.000000 Penalty: 5606.920898
	Iteration 10Q: 3 clusters Score -1.076074e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -10762655.000000 Penalty: 5606.920898
	Iteration 11Q: 3 clusters Score -1.076266e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 79373 members 
Entering Unmasked Estep 
Score: -10763583.000000 Penalty: 5606.920898
	Iteration 12Q: 3 clusters Score -1.076358e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 79873 members 
Entering Unmasked Estep 
Score: -10764039.000000 Penalty: 5606.920898
	Iteration 13Q: 3 clusters Score -1.076404e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -10764216.000000 Penalty: 5606.920898
	Iteration 14Q: 3 clusters Score -1.076422e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -10764333.000000 Penalty: 5606.920898
	Iteration 15Q: 3 clusters Score -1.076433e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 80373 members 
Entering Unmasked Estep 
Score: -10764428.000000 Penalty: 5606.920898
	Iteration 16Q: 3 clusters Score -1.076443e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -10764495.000000 Penalty: 5606.920898
	Iteration 17Q: 3 clusters Score -1.07645e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 80444 members 
Entering Unmasked Estep 
Score: -10764514.000000 Penalty: 5606.920898
	Iteration 18Q: 3 clusters Score -1.076451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -10764522.000000 Penalty: 5606.920898
	Iteration 19Q: 3 clusters Score -1.076452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -10764555.000000 Penalty: 5606.920898
	Iteration 20F: 3 clusters Score -1.076456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -10764562.000000 Penalty: 5606.920898
	Iteration 21Q: 3 clusters Score -1.076456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 80511 members 
Entering Unmasked Estep 
Score: -10764572.000000 Penalty: 5606.920898
	Iteration 22Q: 3 clusters Score -1.076457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -10764570.000000 Penalty: 5606.920898
	Iteration 23Q: 3 clusters Score -1.076457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
Score: -10764580.000000 Penalty: 5606.920898
	Iteration 24Q: 3 clusters Score -1.076458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -10764589.000000 Penalty: 5606.920898
	Iteration 25Q: 3 clusters Score -1.076459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -10764593.000000 Penalty: 5606.920898
	Iteration 26Q: 3 clusters Score -1.076459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -10764587.000000 Penalty: 5606.920898
	Iteration 27Q: 3 clusters Score -1.076459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -10764602.000000 Penalty: 5606.920898
	Iteration 28Q: 3 clusters Score -1.07646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -10764605.000000 Penalty: 5606.920898
	Iteration 29Q: 3 clusters Score -1.07646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -10764609.000000 Penalty: 5606.920898
	Iteration 30Q: 3 clusters Score -1.076461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -10764603.000000 Penalty: 5606.920898
	Iteration 31Q: 3 clusters Score -1.07646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -10764611.000000 Penalty: 5606.920898
	Iteration 32Q: 3 clusters Score -1.076461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -10764611.000000 Penalty: 5606.920898
	Iteration 33F: 3 clusters Score -1.076461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Entering Unmasked Estep 
Score: -5020447.000000 Penalty: 2618.286621
	Iteration 0F: 2 clusters Score -5020447 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 19266 members 
Entering Unmasked Estep 
Score: -4994374.500000 Penalty: 5236.573242
	Iteration 0F: 3 clusters Score -4994374 nChanged 17531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -5003826.500000 Penalty: 5236.573242
	Iteration 1F: 3 clusters Score -5003826 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -5004236.500000 Penalty: 5236.573242
	Iteration 2Q: 3 clusters Score -5004236 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5004612.500000 Penalty: 5236.573242
	Iteration 3Q: 3 clusters Score -5004612 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -5004941.000000 Penalty: 5236.573242
	Iteration 4Q: 3 clusters Score -5004941 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5005366.500000 Penalty: 5236.573242
	Iteration 5Q: 3 clusters Score -5005366 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -5005907.000000 Penalty: 5236.573242
	Iteration 6Q: 3 clusters Score -5005907 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -5006599.000000 Penalty: 5236.573242
	Iteration 7Q: 3 clusters Score -5006599 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -5007494.000000 Penalty: 5236.573242
	Iteration 8Q: 3 clusters Score -5007494 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -5008726.500000 Penalty: 5236.573242
	Iteration 9F: 3 clusters Score -5008726 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -5010173.500000 Penalty: 5236.573242
	Iteration 10F: 3 clusters Score -5010174 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -5011841.500000 Penalty: 5236.573242
	Iteration 11F: 3 clusters Score -5011842 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5013637.000000 Penalty: 5236.573242
	Iteration 12F: 3 clusters Score -5013637 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -5015054.000000 Penalty: 5236.573242
	Iteration 13Q: 3 clusters Score -5015054 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -5016052.500000 Penalty: 5236.573242
	Iteration 14Q: 3 clusters Score -5016052 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -5016705.000000 Penalty: 5236.573242
	Iteration 15Q: 3 clusters Score -5016705 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -5017171.000000 Penalty: 5236.573242
	Iteration 16Q: 3 clusters Score -5017171 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -5017519.000000 Penalty: 5236.573242
	Iteration 17Q: 3 clusters Score -5017519 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -5017788.000000 Penalty: 5236.573242
	Iteration 18Q: 3 clusters Score -5017788 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -5017969.500000 Penalty: 5236.573242
	Iteration 19Q: 3 clusters Score -5017970 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -5018119.500000 Penalty: 5236.573242
	Iteration 20F: 3 clusters Score -5018120 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -5018232.000000 Penalty: 5236.573242
	Iteration 21Q: 3 clusters Score -5018232 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -5018323.500000 Penalty: 5236.573242
	Iteration 22Q: 3 clusters Score -5018324 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -5018388.000000 Penalty: 5236.573242
	Iteration 23Q: 3 clusters Score -5018388 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5018434.500000 Penalty: 5236.573242
	Iteration 24Q: 3 clusters Score -5018434 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -5018471.000000 Penalty: 5236.573242
	Iteration 25Q: 3 clusters Score -5018471 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -5018491.500000 Penalty: 5236.573242
	Iteration 26Q: 3 clusters Score -5018492 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5018511.000000 Penalty: 5236.573242
	Iteration 27Q: 3 clusters Score -5018511 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -5018545.000000 Penalty: 5236.573242
	Iteration 28Q: 3 clusters Score -5018545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -5018551.000000 Penalty: 5236.573242
	Iteration 29Q: 3 clusters Score -5018551 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -5018577.000000 Penalty: 5236.573242
	Iteration 30Q: 3 clusters Score -5018577 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -5018573.500000 Penalty: 5236.573242
	Iteration 31Q: 3 clusters Score -5018574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -5018599.500000 Penalty: 5236.573242
	Iteration 32Q: 3 clusters Score -5018600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -5018625.000000 Penalty: 5236.573242
	Iteration 33Q: 3 clusters Score -5018625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -5018623.000000 Penalty: 5236.573242
	Iteration 34Q: 3 clusters Score -5018623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -5018636.000000 Penalty: 5236.573242
	Iteration 35Q: 3 clusters Score -5018636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -5018634.500000 Penalty: 5236.573242
	Iteration 36Q: 3 clusters Score -5018634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -5018641.000000 Penalty: 5236.573242
	Iteration 37Q: 3 clusters Score -5018641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -5018652.000000 Penalty: 5236.573242
	Iteration 38Q: 3 clusters Score -5018652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -5018650.000000 Penalty: 5236.573242
	Iteration 39Q: 3 clusters Score -5018650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5018664.500000 Penalty: 5236.573242
	Iteration 40F: 3 clusters Score -5018664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -5018673.500000 Penalty: 5236.573242
	Iteration 41Q: 3 clusters Score -5018674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5018664.500000 Penalty: 5236.573242
	Iteration 42Q: 3 clusters Score -5018664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -5018670.500000 Penalty: 5236.573242
	Iteration 43Q: 3 clusters Score -5018670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -5018679.500000 Penalty: 5236.573242
	Iteration 44Q: 3 clusters Score -5018680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -5018691.500000 Penalty: 5236.573242
	Iteration 45Q: 3 clusters Score -5018692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -5018691.500000 Penalty: 5236.573242
	Iteration 46Q: 3 clusters Score -5018692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -5018705.500000 Penalty: 5236.573242
	Iteration 47Q: 3 clusters Score -5018706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -5018710.500000 Penalty: 5236.573242
	Iteration 48Q: 3 clusters Score -5018710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -5018714.500000 Penalty: 5236.573242
	Iteration 49Q: 3 clusters Score -5018714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -5018704.500000 Penalty: 5236.573242
	Iteration 50Q: 3 clusters Score -5018704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -5018715.500000 Penalty: 5236.573242
	Iteration 51Q: 3 clusters Score -5018716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -5018721.500000 Penalty: 5236.573242
	Iteration 52Q: 3 clusters Score -5018722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -5018744.500000 Penalty: 5236.573242
	Iteration 53Q: 3 clusters Score -5018744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5018741.000000 Penalty: 5236.573242
	Iteration 54Q: 3 clusters Score -5018741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -5018756.500000 Penalty: 5236.573242
	Iteration 55Q: 3 clusters Score -5018756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5018756.500000 Penalty: 5236.573242
	Iteration 56Q: 3 clusters Score -5018756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -5018757.000000 Penalty: 5236.573242
	Iteration 57Q: 3 clusters Score -5018757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -5018760.000000 Penalty: 5236.573242
	Iteration 58Q: 3 clusters Score -5018760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -5018759.000000 Penalty: 5236.573242
	Iteration 59Q: 3 clusters Score -5018759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -5018762.500000 Penalty: 5236.573242
	Iteration 60F: 3 clusters Score -5018762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -5018763.500000 Penalty: 5236.573242
	Iteration 61Q: 3 clusters Score -5018764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -5018769.000000 Penalty: 5236.573242
	Iteration 62Q: 3 clusters Score -5018769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5018767.500000 Penalty: 5236.573242
	Iteration 63Q: 3 clusters Score -5018768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -5018767.500000 Penalty: 5236.573242
	Iteration 64Q: 3 clusters Score -5018768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5018760.000000 Penalty: 5236.573242
	Iteration 65Q: 3 clusters Score -5018760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -5018756.500000 Penalty: 5236.573242
	Iteration 66Q: 3 clusters Score -5018756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -5018763.000000 Penalty: 5236.573242
	Iteration 67Q: 3 clusters Score -5018763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -5018774.000000 Penalty: 5236.573242
	Iteration 68Q: 3 clusters Score -5018774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -5018770.000000 Penalty: 5236.573242
	Iteration 69Q: 3 clusters Score -5018770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -5018775.000000 Penalty: 5236.573242
	Iteration 70Q: 3 clusters Score -5018775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -5018777.500000 Penalty: 5236.573242
	Iteration 71Q: 3 clusters Score -5018778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -5018777.500000 Penalty: 5236.573242
	Iteration 72Q: 3 clusters Score -5018778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -5018777.500000 Penalty: 5236.573242
	Iteration 73F: 3 clusters Score -5018778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -445651.781250 Penalty: 2026.626709
	Iteration 0F: 2 clusters Score -445651.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -442038.906250 Penalty: 4053.253418
	Iteration 0F: 3 clusters Score -442038.9 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -442927.375000 Penalty: 4053.253418
	Iteration 1F: 3 clusters Score -442927.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -443411.312500 Penalty: 4053.253418
	Iteration 2F: 3 clusters Score -443411.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -443999.250000 Penalty: 4053.253418
	Iteration 3F: 3 clusters Score -443999.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -444693.031250 Penalty: 4053.253418
	Iteration 4F: 3 clusters Score -444693 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -445402.500000 Penalty: 4053.253418
	Iteration 5F: 3 clusters Score -445402.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -445901.125000 Penalty: 4053.253418
	Iteration 6F: 3 clusters Score -445901.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -446083.218750 Penalty: 4053.253418
	Iteration 7Q: 3 clusters Score -446083.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -446157.750000 Penalty: 4053.253418
	Iteration 8Q: 3 clusters Score -446157.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -446187.218750 Penalty: 4053.253418
	Iteration 9Q: 3 clusters Score -446187.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -446200.187500 Penalty: 4053.253418
	Iteration 10Q: 3 clusters Score -446200.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -446206.531250 Penalty: 4053.253418
	Iteration 11Q: 3 clusters Score -446206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -446212.000000 Penalty: 4053.253418
	Iteration 12Q: 3 clusters Score -446212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -446213.843750 Penalty: 4053.253418
	Iteration 13Q: 3 clusters Score -446213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -446214.562500 Penalty: 4053.253418
	Iteration 14Q: 3 clusters Score -446214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -446215.218750 Penalty: 4053.253418
	Iteration 15Q: 3 clusters Score -446215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -446216.031250 Penalty: 4053.253418
	Iteration 16Q: 3 clusters Score -446216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -446216.062500 Penalty: 4053.253418
	Iteration 17Q: 3 clusters Score -446216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -446216.343750 Penalty: 4053.253418
	Iteration 18Q: 3 clusters Score -446216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -446216.343750 Penalty: 4053.253418
	Iteration 19F: 3 clusters Score -446216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 166255 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224203 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189678 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47745 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 51026 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 44665 members 
Mstep: Class 17 contains 81168 members 
Mstep: Class 18 contains 38469 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40277 members 
Mstep: Class 23 contains 22081 members 
Mstep: Class 24 contains 27534 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 32878 members 
Mstep: Class 29 contains 2139 members 
Entering Unmasked Estep 
Score: -133231520.000000 Penalty: 99558.382812
Splitting cluster 19 changes total score from -133231648.000000 to -133231520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -860127.312500 Penalty: 2169.067383
	Iteration 0F: 2 clusters Score -860127.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -854747.812500 Penalty: 4338.134766
	Iteration 0F: 3 clusters Score -854747.8 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -856109.500000 Penalty: 4338.134766
	Iteration 1F: 3 clusters Score -856109.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -856350.562500 Penalty: 4338.134766
	Iteration 2F: 3 clusters Score -856350.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -856498.687500 Penalty: 4338.134766
	Iteration 3Q: 3 clusters Score -856498.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -856590.875000 Penalty: 4338.134766
	Iteration 4Q: 3 clusters Score -856590.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -856661.875000 Penalty: 4338.134766
	Iteration 5Q: 3 clusters Score -856661.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -856714.437500 Penalty: 4338.134766
	Iteration 6Q: 3 clusters Score -856714.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -856762.000000 Penalty: 4338.134766
	Iteration 7Q: 3 clusters Score -856762 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -856804.375000 Penalty: 4338.134766
	Iteration 8Q: 3 clusters Score -856804.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -856838.250000 Penalty: 4338.134766
	Iteration 9Q: 3 clusters Score -856838.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -856875.187500 Penalty: 4338.134766
	Iteration 10Q: 3 clusters Score -856875.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -856915.375000 Penalty: 4338.134766
	Iteration 11Q: 3 clusters Score -856915.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -856951.125000 Penalty: 4338.134766
	Iteration 12Q: 3 clusters Score -856951.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -856992.750000 Penalty: 4338.134766
	Iteration 13Q: 3 clusters Score -856992.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -857043.250000 Penalty: 4338.134766
	Iteration 14Q: 3 clusters Score -857043.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -857106.625000 Penalty: 4338.134766
	Iteration 15Q: 3 clusters Score -857106.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -857166.687500 Penalty: 4338.134766
	Iteration 16Q: 3 clusters Score -857166.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -857235.812500 Penalty: 4338.134766
	Iteration 17Q: 3 clusters Score -857235.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -857322.125000 Penalty: 4338.134766
	Iteration 18Q: 3 clusters Score -857322.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -857403.437500 Penalty: 4338.134766
	Iteration 19Q: 3 clusters Score -857403.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -857481.312500 Penalty: 4338.134766
	Iteration 20F: 3 clusters Score -857481.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -857549.687500 Penalty: 4338.134766
	Iteration 21Q: 3 clusters Score -857549.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -857616.312500 Penalty: 4338.134766
	Iteration 22Q: 3 clusters Score -857616.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -857678.312500 Penalty: 4338.134766
	Iteration 23Q: 3 clusters Score -857678.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -857736.187500 Penalty: 4338.134766
	Iteration 24Q: 3 clusters Score -857736.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -857787.375000 Penalty: 4338.134766
	Iteration 25Q: 3 clusters Score -857787.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -857836.500000 Penalty: 4338.134766
	Iteration 26Q: 3 clusters Score -857836.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -857882.500000 Penalty: 4338.134766
	Iteration 27Q: 3 clusters Score -857882.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -857925.375000 Penalty: 4338.134766
	Iteration 28Q: 3 clusters Score -857925.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -857958.000000 Penalty: 4338.134766
	Iteration 29Q: 3 clusters Score -857958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -857981.187500 Penalty: 4338.134766
	Iteration 30Q: 3 clusters Score -857981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -857998.625000 Penalty: 4338.134766
	Iteration 31Q: 3 clusters Score -857998.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -858017.625000 Penalty: 4338.134766
	Iteration 32Q: 3 clusters Score -858017.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -858032.312500 Penalty: 4338.134766
	Iteration 33Q: 3 clusters Score -858032.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -858045.062500 Penalty: 4338.134766
	Iteration 34Q: 3 clusters Score -858045.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -858054.562500 Penalty: 4338.134766
	Iteration 35Q: 3 clusters Score -858054.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -858067.375000 Penalty: 4338.134766
	Iteration 36Q: 3 clusters Score -858067.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -858081.000000 Penalty: 4338.134766
	Iteration 37Q: 3 clusters Score -858081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -858092.062500 Penalty: 4338.134766
	Iteration 38Q: 3 clusters Score -858092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -858101.125000 Penalty: 4338.134766
	Iteration 39Q: 3 clusters Score -858101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -858110.750000 Penalty: 4338.134766
	Iteration 40F: 3 clusters Score -858110.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -858119.312500 Penalty: 4338.134766
	Iteration 41Q: 3 clusters Score -858119.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -858128.812500 Penalty: 4338.134766
	Iteration 42Q: 3 clusters Score -858128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -858136.812500 Penalty: 4338.134766
	Iteration 43Q: 3 clusters Score -858136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -858145.750000 Penalty: 4338.134766
	Iteration 44Q: 3 clusters Score -858145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -858147.562500 Penalty: 4338.134766
	Iteration 45Q: 3 clusters Score -858147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -858150.312500 Penalty: 4338.134766
	Iteration 46Q: 3 clusters Score -858150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -858156.000000 Penalty: 4338.134766
	Iteration 47Q: 3 clusters Score -858156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -858156.500000 Penalty: 4338.134766
	Iteration 48Q: 3 clusters Score -858156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -858158.937500 Penalty: 4338.134766
	Iteration 49Q: 3 clusters Score -858158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -858161.250000 Penalty: 4338.134766
	Iteration 50Q: 3 clusters Score -858161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -858164.500000 Penalty: 4338.134766
	Iteration 51Q: 3 clusters Score -858164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -858165.562500 Penalty: 4338.134766
	Iteration 52Q: 3 clusters Score -858165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -858168.687500 Penalty: 4338.134766
	Iteration 53Q: 3 clusters Score -858168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -858169.562500 Penalty: 4338.134766
	Iteration 54Q: 3 clusters Score -858169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -858170.437500 Penalty: 4338.134766
	Iteration 55Q: 3 clusters Score -858170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -858171.437500 Penalty: 4338.134766
	Iteration 56Q: 3 clusters Score -858171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -858171.437500 Penalty: 4338.134766
	Iteration 57F: 3 clusters Score -858171.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 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 135 members 
Entering Unmasked Estep 
Score: -23461.238281 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23461.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23564.972656 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23564.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23616.355469 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -23616.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23682.226562 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23682.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23763.029297 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23763.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23786.419922 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -23786.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23789.679688 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -23789.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23794.230469 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -23794.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23796.705078 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -23796.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23796.705078 Penalty: 2773.129639
	Iteration 9F: 3 clusters Score -23796.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Entering Unmasked Estep 
Score: -5224295.000000 Penalty: 2629.676758
	Iteration 0F: 2 clusters Score -5224295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -5196999.000000 Penalty: 5259.353516
	Iteration 0F: 3 clusters Score -5196999 nChanged 18531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5206944.500000 Penalty: 5259.353516
	Iteration 1F: 3 clusters Score -5206944 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5207552.000000 Penalty: 5259.353516
	Iteration 2Q: 3 clusters Score -5207552 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -5208261.500000 Penalty: 5259.353516
	Iteration 3Q: 3 clusters Score -5208262 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -5209154.500000 Penalty: 5259.353516
	Iteration 4Q: 3 clusters Score -5209154 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5210271.000000 Penalty: 5259.353516
	Iteration 5Q: 3 clusters Score -5210271 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -5211658.500000 Penalty: 5259.353516
	Iteration 6F: 3 clusters Score -5211658 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -5213074.000000 Penalty: 5259.353516
	Iteration 7F: 3 clusters Score -5213074 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -5214557.000000 Penalty: 5259.353516
	Iteration 8F: 3 clusters Score -5214557 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5215915.500000 Penalty: 5259.353516
	Iteration 9F: 3 clusters Score -5215916 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -5217006.000000 Penalty: 5259.353516
	Iteration 10Q: 3 clusters Score -5217006 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -5217796.500000 Penalty: 5259.353516
	Iteration 11Q: 3 clusters Score -5217796 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -5218407.000000 Penalty: 5259.353516
	Iteration 12Q: 3 clusters Score -5218407 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -5218869.500000 Penalty: 5259.353516
	Iteration 13Q: 3 clusters Score -5218870 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -5219257.000000 Penalty: 5259.353516
	Iteration 14Q: 3 clusters Score -5219257 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -5219600.000000 Penalty: 5259.353516
	Iteration 15Q: 3 clusters Score -5219600 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -5219843.500000 Penalty: 5259.353516
	Iteration 16Q: 3 clusters Score -5219844 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5220101.000000 Penalty: 5259.353516
	Iteration 17Q: 3 clusters Score -5220101 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5220332.000000 Penalty: 5259.353516
	Iteration 18Q: 3 clusters Score -5220332 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -5220567.500000 Penalty: 5259.353516
	Iteration 19Q: 3 clusters Score -5220568 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -5220772.500000 Penalty: 5259.353516
	Iteration 20F: 3 clusters Score -5220772 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5220934.500000 Penalty: 5259.353516
	Iteration 21Q: 3 clusters Score -5220934 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5221088.500000 Penalty: 5259.353516
	Iteration 22Q: 3 clusters Score -5221088 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5221211.000000 Penalty: 5259.353516
	Iteration 23Q: 3 clusters Score -5221211 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5221323.000000 Penalty: 5259.353516
	Iteration 24Q: 3 clusters Score -5221323 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -5221430.000000 Penalty: 5259.353516
	Iteration 25Q: 3 clusters Score -5221430 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5221498.500000 Penalty: 5259.353516
	Iteration 26Q: 3 clusters Score -5221498 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5221598.500000 Penalty: 5259.353516
	Iteration 27Q: 3 clusters Score -5221598 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5221643.000000 Penalty: 5259.353516
	Iteration 28Q: 3 clusters Score -5221643 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5221691.500000 Penalty: 5259.353516
	Iteration 29Q: 3 clusters Score -5221692 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5221744.000000 Penalty: 5259.353516
	Iteration 30Q: 3 clusters Score -5221744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5221797.000000 Penalty: 5259.353516
	Iteration 31Q: 3 clusters Score -5221797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5221828.000000 Penalty: 5259.353516
	Iteration 32Q: 3 clusters Score -5221828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5221857.500000 Penalty: 5259.353516
	Iteration 33Q: 3 clusters Score -5221858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5221876.500000 Penalty: 5259.353516
	Iteration 34Q: 3 clusters Score -5221876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5221906.000000 Penalty: 5259.353516
	Iteration 35Q: 3 clusters Score -5221906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5221921.000000 Penalty: 5259.353516
	Iteration 36Q: 3 clusters Score -5221921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5221938.500000 Penalty: 5259.353516
	Iteration 37Q: 3 clusters Score -5221938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5221958.000000 Penalty: 5259.353516
	Iteration 38Q: 3 clusters Score -5221958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5221965.000000 Penalty: 5259.353516
	Iteration 39Q: 3 clusters Score -5221965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5221974.000000 Penalty: 5259.353516
	Iteration 40F: 3 clusters Score -5221974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5221989.500000 Penalty: 5259.353516
	Iteration 41Q: 3 clusters Score -5221990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5222001.500000 Penalty: 5259.353516
	Iteration 42Q: 3 clusters Score -5222002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5222008.500000 Penalty: 5259.353516
	Iteration 43Q: 3 clusters Score -5222008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5222018.000000 Penalty: 5259.353516
	Iteration 44Q: 3 clusters Score -5222018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5222024.000000 Penalty: 5259.353516
	Iteration 45Q: 3 clusters Score -5222024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5222032.500000 Penalty: 5259.353516
	Iteration 46Q: 3 clusters Score -5222032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5222033.000000 Penalty: 5259.353516
	Iteration 47Q: 3 clusters Score -5222033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5222041.000000 Penalty: 5259.353516
	Iteration 48Q: 3 clusters Score -5222041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5222061.000000 Penalty: 5259.353516
	Iteration 49Q: 3 clusters Score -5222061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5222059.500000 Penalty: 5259.353516
	Iteration 50Q: 3 clusters Score -5222060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5222066.000000 Penalty: 5259.353516
	Iteration 51Q: 3 clusters Score -5222066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5222076.500000 Penalty: 5259.353516
	Iteration 52Q: 3 clusters Score -5222076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5222081.500000 Penalty: 5259.353516
	Iteration 53Q: 3 clusters Score -5222082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5222076.000000 Penalty: 5259.353516
	Iteration 54Q: 3 clusters Score -5222076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5222080.000000 Penalty: 5259.353516
	Iteration 55Q: 3 clusters Score -5222080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5222080.000000 Penalty: 5259.353516
	Iteration 56Q: 3 clusters Score -5222080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5222089.500000 Penalty: 5259.353516
	Iteration 57Q: 3 clusters Score -5222090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5222080.000000 Penalty: 5259.353516
	Iteration 58Q: 3 clusters Score -5222080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5222085.000000 Penalty: 5259.353516
	Iteration 59Q: 3 clusters Score -5222085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5222090.000000 Penalty: 5259.353516
	Iteration 60F: 3 clusters Score -5222090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5222094.500000 Penalty: 5259.353516
	Iteration 61Q: 3 clusters Score -5222094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5222095.500000 Penalty: 5259.353516
	Iteration 62Q: 3 clusters Score -5222096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5222103.000000 Penalty: 5259.353516
	Iteration 63Q: 3 clusters Score -5222103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5222102.000000 Penalty: 5259.353516
	Iteration 64Q: 3 clusters Score -5222102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5222106.500000 Penalty: 5259.353516
	Iteration 65Q: 3 clusters Score -5222106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5222102.500000 Penalty: 5259.353516
	Iteration 66Q: 3 clusters Score -5222102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5222099.000000 Penalty: 5259.353516
	Iteration 67Q: 3 clusters Score -5222099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5222104.000000 Penalty: 5259.353516
	Iteration 68Q: 3 clusters Score -5222104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5222102.500000 Penalty: 5259.353516
	Iteration 69Q: 3 clusters Score -5222102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5222102.500000 Penalty: 5259.353516
	Iteration 70F: 3 clusters Score -5222102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Entering Unmasked Estep 
Score: -2974534.750000 Penalty: 2480.613281
	Iteration 0F: 2 clusters Score -2974535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2959150.500000 Penalty: 4961.226562
	Iteration 0F: 3 clusters Score -2959150 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2964816.500000 Penalty: 4961.226562
	Iteration 1F: 3 clusters Score -2964816 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2965592.500000 Penalty: 4961.226562
	Iteration 2F: 3 clusters Score -2965592 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2966456.000000 Penalty: 4961.226562
	Iteration 3F: 3 clusters Score -2966456 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2967460.500000 Penalty: 4961.226562
	Iteration 4F: 3 clusters Score -2967460 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2968645.750000 Penalty: 4961.226562
	Iteration 5F: 3 clusters Score -2968646 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2969895.000000 Penalty: 4961.226562
	Iteration 6F: 3 clusters Score -2969895 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2970938.000000 Penalty: 4961.226562
	Iteration 7F: 3 clusters Score -2970938 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2971667.500000 Penalty: 4961.226562
	Iteration 8Q: 3 clusters Score -2971668 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2972173.250000 Penalty: 4961.226562
	Iteration 9Q: 3 clusters Score -2972173 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2972481.250000 Penalty: 4961.226562
	Iteration 10Q: 3 clusters Score -2972481 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2972632.500000 Penalty: 4961.226562
	Iteration 11Q: 3 clusters Score -2972632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2972752.250000 Penalty: 4961.226562
	Iteration 12Q: 3 clusters Score -2972752 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2972848.000000 Penalty: 4961.226562
	Iteration 13Q: 3 clusters Score -2972848 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2972930.750000 Penalty: 4961.226562
	Iteration 14Q: 3 clusters Score -2972931 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2973009.000000 Penalty: 4961.226562
	Iteration 15Q: 3 clusters Score -2973009 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2973069.750000 Penalty: 4961.226562
	Iteration 16Q: 3 clusters Score -2973070 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2973127.250000 Penalty: 4961.226562
	Iteration 17Q: 3 clusters Score -2973127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2973166.000000 Penalty: 4961.226562
	Iteration 18Q: 3 clusters Score -2973166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2973182.500000 Penalty: 4961.226562
	Iteration 19Q: 3 clusters Score -2973182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2973206.750000 Penalty: 4961.226562
	Iteration 20F: 3 clusters Score -2973207 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2973229.750000 Penalty: 4961.226562
	Iteration 21Q: 3 clusters Score -2973230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2973258.250000 Penalty: 4961.226562
	Iteration 22Q: 3 clusters Score -2973258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2973273.250000 Penalty: 4961.226562
	Iteration 23Q: 3 clusters Score -2973273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2973283.250000 Penalty: 4961.226562
	Iteration 24Q: 3 clusters Score -2973283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2973289.500000 Penalty: 4961.226562
	Iteration 25Q: 3 clusters Score -2973290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2973297.750000 Penalty: 4961.226562
	Iteration 26Q: 3 clusters Score -2973298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2973311.750000 Penalty: 4961.226562
	Iteration 27Q: 3 clusters Score -2973312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2973322.250000 Penalty: 4961.226562
	Iteration 28Q: 3 clusters Score -2973322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2973326.500000 Penalty: 4961.226562
	Iteration 29Q: 3 clusters Score -2973326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2973330.250000 Penalty: 4961.226562
	Iteration 30Q: 3 clusters Score -2973330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2973327.000000 Penalty: 4961.226562
	Iteration 31Q: 3 clusters Score -2973327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2973333.000000 Penalty: 4961.226562
	Iteration 32Q: 3 clusters Score -2973333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2973334.250000 Penalty: 4961.226562
	Iteration 33Q: 3 clusters Score -2973334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2973330.250000 Penalty: 4961.226562
	Iteration 34Q: 3 clusters Score -2973330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2973330.250000 Penalty: 4961.226562
	Iteration 35Q: 3 clusters Score -2973330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2973333.500000 Penalty: 4961.226562
	Iteration 36Q: 3 clusters Score -2973334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2973333.250000 Penalty: 4961.226562
	Iteration 37Q: 3 clusters Score -2973333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2973332.750000 Penalty: 4961.226562
	Iteration 38Q: 3 clusters Score -2973333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2973338.750000 Penalty: 4961.226562
	Iteration 39Q: 3 clusters Score -2973339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2973338.750000 Penalty: 4961.226562
	Iteration 40F: 3 clusters Score -2973339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2973336.250000 Penalty: 4961.226562
	Iteration 41Q: 3 clusters Score -2973336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2973339.750000 Penalty: 4961.226562
	Iteration 42Q: 3 clusters Score -2973340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2973341.250000 Penalty: 4961.226562
	Iteration 43Q: 3 clusters Score -2973341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2973341.250000 Penalty: 4961.226562
	Iteration 44F: 3 clusters Score -2973341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Entering Unmasked Estep 
Score: -3703018.500000 Penalty: 2535.347900
	Iteration 0F: 2 clusters Score -3703018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3683983.750000 Penalty: 5070.695801
	Iteration 0F: 3 clusters Score -3683984 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3690737.750000 Penalty: 5070.695801
	Iteration 1F: 3 clusters Score -3690738 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3691197.500000 Penalty: 5070.695801
	Iteration 2Q: 3 clusters Score -3691198 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3691579.000000 Penalty: 5070.695801
	Iteration 3Q: 3 clusters Score -3691579 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3691870.750000 Penalty: 5070.695801
	Iteration 4Q: 3 clusters Score -3691871 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3692176.500000 Penalty: 5070.695801
	Iteration 5Q: 3 clusters Score -3692176 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3692469.000000 Penalty: 5070.695801
	Iteration 6Q: 3 clusters Score -3692469 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3692694.250000 Penalty: 5070.695801
	Iteration 7Q: 3 clusters Score -3692694 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3692943.000000 Penalty: 5070.695801
	Iteration 8Q: 3 clusters Score -3692943 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3693163.750000 Penalty: 5070.695801
	Iteration 9Q: 3 clusters Score -3693164 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3693382.250000 Penalty: 5070.695801
	Iteration 10Q: 3 clusters Score -3693382 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3693664.750000 Penalty: 5070.695801
	Iteration 11Q: 3 clusters Score -3693665 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3693928.250000 Penalty: 5070.695801
	Iteration 12Q: 3 clusters Score -3693928 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3694228.500000 Penalty: 5070.695801
	Iteration 13Q: 3 clusters Score -3694228 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3694533.000000 Penalty: 5070.695801
	Iteration 14Q: 3 clusters Score -3694533 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3694883.750000 Penalty: 5070.695801
	Iteration 15Q: 3 clusters Score -3694884 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3695250.250000 Penalty: 5070.695801
	Iteration 16Q: 3 clusters Score -3695250 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3695625.250000 Penalty: 5070.695801
	Iteration 17Q: 3 clusters Score -3695625 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3696050.500000 Penalty: 5070.695801
	Iteration 18Q: 3 clusters Score -3696050 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3696499.750000 Penalty: 5070.695801
	Iteration 19Q: 3 clusters Score -3696500 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3696903.500000 Penalty: 5070.695801
	Iteration 20F: 3 clusters Score -3696904 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3697324.250000 Penalty: 5070.695801
	Iteration 21Q: 3 clusters Score -3697324 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3697739.750000 Penalty: 5070.695801
	Iteration 22Q: 3 clusters Score -3697740 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3698132.500000 Penalty: 5070.695801
	Iteration 23Q: 3 clusters Score -3698132 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3698507.750000 Penalty: 5070.695801
	Iteration 24Q: 3 clusters Score -3698508 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3698845.250000 Penalty: 5070.695801
	Iteration 25Q: 3 clusters Score -3698845 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3699123.000000 Penalty: 5070.695801
	Iteration 26Q: 3 clusters Score -3699123 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3699441.750000 Penalty: 5070.695801
	Iteration 27Q: 3 clusters Score -3699442 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3699662.000000 Penalty: 5070.695801
	Iteration 28Q: 3 clusters Score -3699662 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3699847.250000 Penalty: 5070.695801
	Iteration 29Q: 3 clusters Score -3699847 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3700002.000000 Penalty: 5070.695801
	Iteration 30Q: 3 clusters Score -3700002 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3700165.250000 Penalty: 5070.695801
	Iteration 31Q: 3 clusters Score -3700165 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3700301.750000 Penalty: 5070.695801
	Iteration 32Q: 3 clusters Score -3700302 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3700441.500000 Penalty: 5070.695801
	Iteration 33Q: 3 clusters Score -3700442 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3700613.750000 Penalty: 5070.695801
	Iteration 34Q: 3 clusters Score -3700614 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3700811.500000 Penalty: 5070.695801
	Iteration 35Q: 3 clusters Score -3700812 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3701011.250000 Penalty: 5070.695801
	Iteration 36Q: 3 clusters Score -3701011 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3701236.250000 Penalty: 5070.695801
	Iteration 37Q: 3 clusters Score -3701236 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3701450.000000 Penalty: 5070.695801
	Iteration 38Q: 3 clusters Score -3701450 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3701687.750000 Penalty: 5070.695801
	Iteration 39Q: 3 clusters Score -3701688 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3701924.000000 Penalty: 5070.695801
	Iteration 40F: 3 clusters Score -3701924 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3702114.250000 Penalty: 5070.695801
	Iteration 41Q: 3 clusters Score -3702114 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3702313.750000 Penalty: 5070.695801
	Iteration 42Q: 3 clusters Score -3702314 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3702426.750000 Penalty: 5070.695801
	Iteration 43Q: 3 clusters Score -3702427 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3702531.500000 Penalty: 5070.695801
	Iteration 44Q: 3 clusters Score -3702532 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3702607.000000 Penalty: 5070.695801
	Iteration 45Q: 3 clusters Score -3702607 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3702673.250000 Penalty: 5070.695801
	Iteration 46Q: 3 clusters Score -3702673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3702712.750000 Penalty: 5070.695801
	Iteration 47Q: 3 clusters Score -3702713 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3702741.500000 Penalty: 5070.695801
	Iteration 48Q: 3 clusters Score -3702742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3702758.250000 Penalty: 5070.695801
	Iteration 49Q: 3 clusters Score -3702758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3702767.750000 Penalty: 5070.695801
	Iteration 50Q: 3 clusters Score -3702768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3702773.000000 Penalty: 5070.695801
	Iteration 51Q: 3 clusters Score -3702773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3702769.750000 Penalty: 5070.695801
	Iteration 52Q: 3 clusters Score -3702770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3702778.500000 Penalty: 5070.695801
	Iteration 53Q: 3 clusters Score -3702778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3702777.250000 Penalty: 5070.695801
	Iteration 54Q: 3 clusters Score -3702777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3702778.500000 Penalty: 5070.695801
	Iteration 55Q: 3 clusters Score -3702778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3702785.000000 Penalty: 5070.695801
	Iteration 56Q: 3 clusters Score -3702785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3702785.750000 Penalty: 5070.695801
	Iteration 57Q: 3 clusters Score -3702786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3702783.750000 Penalty: 5070.695801
	Iteration 58Q: 3 clusters Score -3702784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3702785.500000 Penalty: 5070.695801
	Iteration 59Q: 3 clusters Score -3702786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3702789.500000 Penalty: 5070.695801
	Iteration 60F: 3 clusters Score -3702790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3702790.750000 Penalty: 5070.695801
	Iteration 61Q: 3 clusters Score -3702791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3702790.500000 Penalty: 5070.695801
	Iteration 62Q: 3 clusters Score -3702790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3702790.500000 Penalty: 5070.695801
	Iteration 63F: 3 clusters Score -3702790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -286641.312500 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -286641.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283898.062500 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -283898.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -284534.500000 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -284534.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -284778.156250 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -284778.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -284956.312500 Penalty: 3828.688477
	Iteration 3F: 3 clusters Score -284956.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -285128.343750 Penalty: 3828.688477
	Iteration 4Q: 3 clusters Score -285128.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -285296.093750 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -285296.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -285431.062500 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -285431.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -285528.968750 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -285529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -285609.375000 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -285609.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -285682.343750 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -285682.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -285755.593750 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -285755.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -285813.843750 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -285813.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -285856.656250 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -285856.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -285894.281250 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -285894.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -285931.875000 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -285931.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -285951.218750 Penalty: 3828.688477
	Iteration 15Q: 3 clusters Score -285951.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -285967.000000 Penalty: 3828.688477
	Iteration 16Q: 3 clusters Score -285967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -285975.906250 Penalty: 3828.688477
	Iteration 17Q: 3 clusters Score -285975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -285980.687500 Penalty: 3828.688477
	Iteration 18Q: 3 clusters Score -285980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -285982.625000 Penalty: 3828.688477
	Iteration 19Q: 3 clusters Score -285982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -285982.625000 Penalty: 3828.688477
	Iteration 20F: 3 clusters Score -285982.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -75067.109375 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -75067.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73479.789062 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -73479.79 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73915.414062 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -73915.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74143.234375 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -74143.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74313.640625 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -74313.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74497.968750 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -74497.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74740.585938 Penalty: 3242.917236
	Iteration 5F: 3 clusters Score -74740.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74838.656250 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -74838.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74895.914062 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -74895.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74935.046875 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -74935.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74975.117188 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -74975.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75021.757812 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -75021.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75046.843750 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -75046.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75066.062500 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -75066.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75068.523438 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -75068.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75069.382812 Penalty: 3242.917236
	Iteration 14F: 3 clusters Score -75069.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75080.585938 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -75080.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75088.125000 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -75088.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75091.679688 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -75091.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75091.679688 Penalty: 3242.917236
	Iteration 18F: 3 clusters Score -75091.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 166255 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224203 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189678 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47745 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 51026 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 44665 members 
Mstep: Class 17 contains 81168 members 
Mstep: Class 18 contains 38469 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40277 members 
Mstep: Class 23 contains 22081 members 
Mstep: Class 24 contains 27534 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 32878 members 
Mstep: Class 29 contains 291 members 
Entering Unmasked Estep 
Score: -133230544.000000 Penalty: 99558.382812
Splitting cluster 26 changes total score from -133231648.000000 to -133230544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -307944.343750 Penalty: 1926.701172
	Iteration 0F: 2 clusters Score -307944.3 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 1166 members 
Entering Unmasked Estep 
Score: -305091.375000 Penalty: 3853.402344
	Iteration 0F: 3 clusters Score -305091.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -305627.687500 Penalty: 3853.402344
	Iteration 1F: 3 clusters Score -305627.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -305782.718750 Penalty: 3853.402344
	Iteration 2F: 3 clusters Score -305782.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -305932.687500 Penalty: 3853.402344
	Iteration 3Q: 3 clusters Score -305932.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -306070.562500 Penalty: 3853.402344
	Iteration 4Q: 3 clusters Score -306070.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -306209.343750 Penalty: 3853.402344
	Iteration 5Q: 3 clusters Score -306209.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -306341.031250 Penalty: 3853.402344
	Iteration 6Q: 3 clusters Score -306341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -306485.375000 Penalty: 3853.402344
	Iteration 7Q: 3 clusters Score -306485.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -306618.156250 Penalty: 3853.402344
	Iteration 8Q: 3 clusters Score -306618.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -306743.250000 Penalty: 3853.402344
	Iteration 9Q: 3 clusters Score -306743.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -306866.250000 Penalty: 3853.402344
	Iteration 10Q: 3 clusters Score -306866.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -306981.687500 Penalty: 3853.402344
	Iteration 11Q: 3 clusters Score -306981.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -307051.375000 Penalty: 3853.402344
	Iteration 12Q: 3 clusters Score -307051.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -307105.031250 Penalty: 3853.402344
	Iteration 13Q: 3 clusters Score -307105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -307140.281250 Penalty: 3853.402344
	Iteration 14Q: 3 clusters Score -307140.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -307189.562500 Penalty: 3853.402344
	Iteration 15Q: 3 clusters Score -307189.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -307229.000000 Penalty: 3853.402344
	Iteration 16Q: 3 clusters Score -307229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -307294.937500 Penalty: 3853.402344
	Iteration 17Q: 3 clusters Score -307294.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -307372.562500 Penalty: 3853.402344
	Iteration 18Q: 3 clusters Score -307372.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -307441.062500 Penalty: 3853.402344
	Iteration 19Q: 3 clusters Score -307441.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -307482.031250 Penalty: 3853.402344
	Iteration 20F: 3 clusters Score -307482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -307507.718750 Penalty: 3853.402344
	Iteration 21Q: 3 clusters Score -307507.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -307522.375000 Penalty: 3853.402344
	Iteration 22Q: 3 clusters Score -307522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -307526.437500 Penalty: 3853.402344
	Iteration 23Q: 3 clusters Score -307526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -307528.906250 Penalty: 3853.402344
	Iteration 24Q: 3 clusters Score -307528.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -307534.500000 Penalty: 3853.402344
	Iteration 25Q: 3 clusters Score -307534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -307535.906250 Penalty: 3853.402344
	Iteration 26Q: 3 clusters Score -307535.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -307535.906250 Penalty: 3853.402344
	Iteration 27F: 3 clusters Score -307535.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 166255 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224203 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189678 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47745 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 51026 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 44665 members 
Mstep: Class 17 contains 81168 members 
Mstep: Class 18 contains 38469 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40277 members 
Mstep: Class 23 contains 22081 members 
Mstep: Class 24 contains 27534 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236616.000000 Penalty: 96125.335938
Iteration 159Q: 29 clusters Score -1.332366e+08 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 167584 members 
Mstep: Class 4 contains 19789 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 225522 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189743 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47805 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 51255 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7056 members 
Mstep: Class 16 contains 43630 members 
Mstep: Class 17 contains 81618 members 
Mstep: Class 18 contains 38524 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 6297 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40282 members 
Mstep: Class 23 contains 22194 members 
Mstep: Class 24 contains 27741 members 
Mstep: Class 25 contains 2253 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 29979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239336.000000 Penalty: 96125.335938
Iteration 160F: 29 clusters Score -1.332393e+08 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 168244 members 
Mstep: Class 4 contains 19827 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 225442 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189638 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47866 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 51372 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 7024 members 
Mstep: Class 16 contains 42701 members 
Mstep: Class 17 contains 81850 members 
Mstep: Class 18 contains 38531 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 6308 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40287 members 
Mstep: Class 23 contains 22258 members 
Mstep: Class 24 contains 27828 members 
Mstep: Class 25 contains 2253 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2281 members 
Mstep: Class 28 contains 30118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241096.000000 Penalty: 96125.335938
Iteration 161Q: 29 clusters Score -1.332411e+08 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8266 members 
Mstep: Class 3 contains 168853 members 
Mstep: Class 4 contains 19867 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 225273 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189599 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 47930 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 51478 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6983 members 
Mstep: Class 16 contains 42007 members 
Mstep: Class 17 contains 82014 members 
Mstep: Class 18 contains 38583 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 6316 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40277 members 
Mstep: Class 23 contains 22312 members 
Mstep: Class 24 contains 27909 members 
Mstep: Class 25 contains 2256 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2272 members 
Mstep: Class 28 contains 30015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241912.000000 Penalty: 96125.335938
Iteration 162Q: 29 clusters Score -1.332419e+08 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8267 members 
Mstep: Class 3 contains 169446 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 225083 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189570 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 48015 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 51570 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6949 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 82116 members 
Mstep: Class 18 contains 38616 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40260 members 
Mstep: Class 23 contains 22332 members 
Mstep: Class 24 contains 27962 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 29907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242016.000000 Penalty: 96125.335938
Iteration 163Q: 29 clusters Score -1.33242e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 169991 members 
Mstep: Class 4 contains 19896 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224872 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189552 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 48106 members 
Mstep: Class 12 contains 2105 members 
Mstep: Class 13 contains 51653 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 82161 members 
Mstep: Class 18 contains 38653 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40234 members 
Mstep: Class 23 contains 22356 members 
Mstep: Class 24 contains 28005 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2279 members 
Mstep: Class 28 contains 29853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242184.000000 Penalty: 96125.335938
Iteration 164Q: 29 clusters Score -1.332422e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 170507 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224657 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189548 members 
Mstep: Class 9 contains 3348 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 48187 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 51735 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 16 contains 40542 members 
Mstep: Class 17 contains 82172 members 
Mstep: Class 18 contains 38670 members 
Mstep: Class 19 contains 3515 members 
Mstep: Class 20 contains 6336 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40212 members 
Mstep: Class 23 contains 22379 members 
Mstep: Class 24 contains 28021 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 29809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242320.000000 Penalty: 96125.335938
Iteration 165Q: 29 clusters Score -1.332423e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8270 members 
Mstep: Class 3 contains 170984 members 
Mstep: Class 4 contains 19892 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224422 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189560 members 
Mstep: Class 9 contains 3352 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 48266 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 51817 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 40199 members 
Mstep: Class 17 contains 82183 members 
Mstep: Class 18 contains 38693 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40197 members 
Mstep: Class 23 contains 22398 members 
Mstep: Class 24 contains 28017 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 29768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242360.000000 Penalty: 96125.335938
Iteration 166Q: 29 clusters Score -1.332424e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8267 members 
Mstep: Class 3 contains 171349 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224236 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189574 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 48339 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 51909 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 39943 members 
Mstep: Class 17 contains 82146 members 
Mstep: Class 18 contains 38738 members 
Mstep: Class 19 contains 3520 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40182 members 
Mstep: Class 23 contains 22412 members 
Mstep: Class 24 contains 28023 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 29721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242312.000000 Penalty: 96125.335938
Iteration 167Q: 29 clusters Score -1.332423e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8266 members 
Mstep: Class 3 contains 171677 members 
Mstep: Class 4 contains 19886 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224093 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189567 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 48457 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 52025 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6640 members 
Mstep: Class 16 contains 39731 members 
Mstep: Class 17 contains 82093 members 
Mstep: Class 18 contains 38717 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40157 members 
Mstep: Class 23 contains 22429 members 
Mstep: Class 24 contains 28003 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 29692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242080.000000 Penalty: 96125.335938
Iteration 168Q: 29 clusters Score -1.332421e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8268 members 
Mstep: Class 3 contains 171931 members 
Mstep: Class 4 contains 19879 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223961 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189582 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 48587 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 52128 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6572 members 
Mstep: Class 16 contains 39547 members 
Mstep: Class 17 contains 82043 members 
Mstep: Class 18 contains 38677 members 
Mstep: Class 19 contains 3520 members 
Mstep: Class 20 contains 6360 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40137 members 
Mstep: Class 23 contains 22448 members 
Mstep: Class 24 contains 27988 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 29682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242032.000000 Penalty: 96125.335938
Iteration 169Q: 29 clusters Score -1.33242e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 172161 members 
Mstep: Class 4 contains 19875 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223809 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189591 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 48706 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 52265 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6510 members 
Mstep: Class 16 contains 39388 members 
Mstep: Class 17 contains 81967 members 
Mstep: Class 18 contains 38623 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40130 members 
Mstep: Class 23 contains 22470 members 
Mstep: Class 24 contains 27982 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 29694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242144.000000 Penalty: 96125.335938
Iteration 170Q: 29 clusters Score -1.332421e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 172318 members 
Mstep: Class 4 contains 19868 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223730 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189591 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 48860 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 52414 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6450 members 
Mstep: Class 16 contains 39267 members 
Mstep: Class 17 contains 81867 members 
Mstep: Class 18 contains 38554 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 6371 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40121 members 
Mstep: Class 23 contains 22482 members 
Mstep: Class 24 contains 27976 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 29674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242208.000000 Penalty: 96125.335938
Iteration 171Q: 29 clusters Score -1.332422e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 172434 members 
Mstep: Class 4 contains 19871 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223721 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189588 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 49010 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 52576 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6401 members 
Mstep: Class 16 contains 39162 members 
Mstep: Class 17 contains 81778 members 
Mstep: Class 18 contains 38442 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 6370 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40106 members 
Mstep: Class 23 contains 22488 members 
Mstep: Class 24 contains 27962 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 29645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242352.000000 Penalty: 96125.335938
Iteration 172Q: 29 clusters Score -1.332424e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 172495 members 
Mstep: Class 4 contains 19874 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223715 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189577 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 49198 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 52764 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6367 members 
Mstep: Class 16 contains 39086 members 
Mstep: Class 17 contains 81649 members 
Mstep: Class 18 contains 38277 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40100 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 27950 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 29632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242600.000000 Penalty: 96125.335938
Iteration 173Q: 29 clusters Score -1.332426e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 172564 members 
Mstep: Class 4 contains 19871 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223731 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189605 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 49427 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 52976 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 39016 members 
Mstep: Class 17 contains 81454 members 
Mstep: Class 18 contains 38028 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40099 members 
Mstep: Class 23 contains 22511 members 
Mstep: Class 24 contains 27932 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 29616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243024.000000 Penalty: 96125.335938
Iteration 174Q: 29 clusters Score -1.33243e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 172596 members 
Mstep: Class 4 contains 19869 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223773 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189615 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 49654 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 53186 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6322 members 
Mstep: Class 16 contains 38951 members 
Mstep: Class 17 contains 81246 members 
Mstep: Class 18 contains 37817 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 6405 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40103 members 
Mstep: Class 23 contains 22521 members 
Mstep: Class 24 contains 27918 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 29598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242944.000000 Penalty: 96125.335938
Iteration 175Q: 29 clusters Score -1.332429e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 172585 members 
Mstep: Class 4 contains 19873 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223819 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189615 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 49904 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 53415 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 38911 members 
Mstep: Class 17 contains 81025 members 
Mstep: Class 18 contains 37603 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40099 members 
Mstep: Class 23 contains 22527 members 
Mstep: Class 24 contains 27906 members 
Mstep: Class 25 contains 2246 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 29582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243296.000000 Penalty: 96125.335938
Iteration 176Q: 29 clusters Score -1.332433e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 172559 members 
Mstep: Class 4 contains 19874 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223850 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189614 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 50118 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 53637 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6267 members 
Mstep: Class 16 contains 38877 members 
Mstep: Class 17 contains 80785 members 
Mstep: Class 18 contains 37471 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 6409 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40094 members 
Mstep: Class 23 contains 22531 members 
Mstep: Class 24 contains 27907 members 
Mstep: Class 25 contains 2245 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 29577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243696.000000 Penalty: 96125.335938
Iteration 177Q: 29 clusters Score -1.332437e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 172535 members 
Mstep: Class 4 contains 19880 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223888 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189609 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 50320 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 53854 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 38834 members 
Mstep: Class 17 contains 80499 members 
Mstep: Class 18 contains 37400 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40094 members 
Mstep: Class 23 contains 22535 members 
Mstep: Class 24 contains 27903 members 
Mstep: Class 25 contains 2244 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 29579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243976.000000 Penalty: 96125.335938
Iteration 178Q: 29 clusters Score -1.33244e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 172498 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223944 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189600 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 50491 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 54055 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6228 members 
Mstep: Class 16 contains 38812 members 
Mstep: Class 17 contains 80201 members 
Mstep: Class 18 contains 37367 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40087 members 
Mstep: Class 23 contains 22533 members 
Mstep: Class 24 contains 27897 members 
Mstep: Class 25 contains 2244 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 29581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244664.000000 Penalty: 96125.335938
Iteration 179Q: 29 clusters Score -1.332447e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 172460 members 
Mstep: Class 4 contains 19885 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223996 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189593 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 50632 members 
Mstep: Class 12 contains 2077 members 
Mstep: Class 13 contains 54242 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6238 members 
Mstep: Class 16 contains 38795 members 
Mstep: Class 17 contains 79884 members 
Mstep: Class 18 contains 37367 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 6368 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40090 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 27888 members 
Mstep: Class 25 contains 2246 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 29585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244808.000000 Penalty: 96125.335938
Iteration 180F: 29 clusters Score -1.332448e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 172395 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224045 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189577 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 50748 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 38778 members 
Mstep: Class 17 contains 79609 members 
Mstep: Class 18 contains 37414 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 6359 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40095 members 
Mstep: Class 23 contains 22535 members 
Mstep: Class 24 contains 27880 members 
Mstep: Class 25 contains 2245 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245088.000000 Penalty: 96125.335938
Iteration 181Q: 29 clusters Score -1.332451e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 172330 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224058 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189568 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 50845 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 54568 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6234 members 
Mstep: Class 16 contains 38756 members 
Mstep: Class 17 contains 79314 members 
Mstep: Class 18 contains 37535 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40103 members 
Mstep: Class 23 contains 22540 members 
Mstep: Class 24 contains 27877 members 
Mstep: Class 25 contains 2248 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245168.000000 Penalty: 96125.335938
Iteration 182Q: 29 clusters Score -1.332452e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 172254 members 
Mstep: Class 4 contains 19885 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224100 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189524 members 
Mstep: Class 9 contains 3349 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 50951 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 54683 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 38733 members 
Mstep: Class 17 contains 79060 members 
Mstep: Class 18 contains 37668 members 
Mstep: Class 19 contains 3502 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40115 members 
Mstep: Class 23 contains 22541 members 
Mstep: Class 24 contains 27880 members 
Mstep: Class 25 contains 2248 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245352.000000 Penalty: 96125.335938
Iteration 183Q: 29 clusters Score -1.332454e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8265 members 
Mstep: Class 3 contains 172181 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224164 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189501 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 51050 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 54780 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6237 members 
Mstep: Class 16 contains 38713 members 
Mstep: Class 17 contains 78798 members 
Mstep: Class 18 contains 37818 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 20 contains 6296 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40118 members 
Mstep: Class 23 contains 22536 members 
Mstep: Class 24 contains 27879 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245392.000000 Penalty: 96125.335938
Iteration 184Q: 29 clusters Score -1.332454e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 172109 members 
Mstep: Class 4 contains 19879 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224229 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189486 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 51140 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 54874 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6249 members 
Mstep: Class 16 contains 38701 members 
Mstep: Class 17 contains 78575 members 
Mstep: Class 18 contains 37922 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 20 contains 6261 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40119 members 
Mstep: Class 23 contains 22532 members 
Mstep: Class 24 contains 27879 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245504.000000 Penalty: 96125.335938
Iteration 185Q: 29 clusters Score -1.332455e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8268 members 
Mstep: Class 3 contains 172038 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224295 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189464 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 51234 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 54931 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 38676 members 
Mstep: Class 17 contains 78356 members 
Mstep: Class 18 contains 38048 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 6244 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40115 members 
Mstep: Class 23 contains 22533 members 
Mstep: Class 24 contains 27878 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245720.000000 Penalty: 96125.335938
Iteration 186Q: 29 clusters Score -1.332457e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8269 members 
Mstep: Class 3 contains 171962 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224340 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189453 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51311 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 54963 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 38663 members 
Mstep: Class 17 contains 78147 members 
Mstep: Class 18 contains 38196 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40118 members 
Mstep: Class 23 contains 22532 members 
Mstep: Class 24 contains 27880 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245824.000000 Penalty: 96125.335938
Iteration 187Q: 29 clusters Score -1.332458e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8269 members 
Mstep: Class 3 contains 171894 members 
Mstep: Class 4 contains 19885 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224384 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189444 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51366 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 55008 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 38653 members 
Mstep: Class 17 contains 77959 members 
Mstep: Class 18 contains 38312 members 
Mstep: Class 19 contains 3502 members 
Mstep: Class 20 contains 6212 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40121 members 
Mstep: Class 23 contains 22531 members 
Mstep: Class 24 contains 27878 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 29602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245816.000000 Penalty: 96125.335938
Iteration 188Q: 29 clusters Score -1.332458e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 171827 members 
Mstep: Class 4 contains 19885 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224411 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189430 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51401 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 55038 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6314 members 
Mstep: Class 16 contains 38647 members 
Mstep: Class 17 contains 77788 members 
Mstep: Class 18 contains 38454 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 20 contains 6197 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40125 members 
Mstep: Class 23 contains 22528 members 
Mstep: Class 24 contains 27877 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245888.000000 Penalty: 96125.335938
Iteration 189Q: 29 clusters Score -1.332459e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 171771 members 
Mstep: Class 4 contains 19885 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224454 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189440 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51445 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 55054 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 38637 members 
Mstep: Class 17 contains 77603 members 
Mstep: Class 18 contains 38604 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40124 members 
Mstep: Class 23 contains 22527 members 
Mstep: Class 24 contains 27871 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 29627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245848.000000 Penalty: 96125.335938
Iteration 190Q: 29 clusters Score -1.332458e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 171709 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224491 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189444 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51482 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 55057 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6343 members 
Mstep: Class 16 contains 38627 members 
Mstep: Class 17 contains 77450 members 
Mstep: Class 18 contains 38747 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 6144 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40123 members 
Mstep: Class 23 contains 22529 members 
Mstep: Class 24 contains 27867 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 29631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245944.000000 Penalty: 96125.335938
Iteration 191Q: 29 clusters Score -1.332459e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 171672 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224488 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189430 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51484 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 55069 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 38617 members 
Mstep: Class 17 contains 77343 members 
Mstep: Class 18 contains 38905 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 6130 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40129 members 
Mstep: Class 23 contains 22529 members 
Mstep: Class 24 contains 27865 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 29632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245880.000000 Penalty: 96125.335938
Iteration 192Q: 29 clusters Score -1.332459e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8270 members 
Mstep: Class 3 contains 171629 members 
Mstep: Class 4 contains 19885 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224490 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189415 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51495 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 55086 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6365 members 
Mstep: Class 16 contains 38614 members 
Mstep: Class 17 contains 77232 members 
Mstep: Class 18 contains 39043 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 6116 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40131 members 
Mstep: Class 23 contains 22527 members 
Mstep: Class 24 contains 27862 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133246112.000000 Penalty: 96125.335938
Iteration 193Q: 29 clusters Score -1.332461e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 171609 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224472 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189413 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51523 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 55094 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6380 members 
Mstep: Class 16 contains 38611 members 
Mstep: Class 17 contains 77124 members 
Mstep: Class 18 contains 39151 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 6093 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40136 members 
Mstep: Class 23 contains 22526 members 
Mstep: Class 24 contains 27856 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133246056.000000 Penalty: 96125.335938
Iteration 194Q: 29 clusters Score -1.332461e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 171586 members 
Mstep: Class 4 contains 19890 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224467 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189412 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51550 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 55098 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6391 members 
Mstep: Class 16 contains 38606 members 
Mstep: Class 17 contains 77000 members 
Mstep: Class 18 contains 39273 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40139 members 
Mstep: Class 23 contains 22528 members 
Mstep: Class 24 contains 27853 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245952.000000 Penalty: 96125.335938
Iteration 195Q: 29 clusters Score -1.33246e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8274 members 
Mstep: Class 3 contains 171539 members 
Mstep: Class 4 contains 19890 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224465 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189389 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 55113 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6397 members 
Mstep: Class 16 contains 38603 members 
Mstep: Class 17 contains 76911 members 
Mstep: Class 18 contains 39384 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 6081 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40142 members 
Mstep: Class 23 contains 22531 members 
Mstep: Class 24 contains 27851 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245920.000000 Penalty: 96125.335938
Iteration 196Q: 29 clusters Score -1.332459e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 171486 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224483 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189368 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 51615 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 55141 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6407 members 
Mstep: Class 16 contains 38602 members 
Mstep: Class 17 contains 76812 members 
Mstep: Class 18 contains 39476 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 6072 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40143 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 27850 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133246024.000000 Penalty: 96125.335938
Iteration 197Q: 29 clusters Score -1.33246e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 171445 members 
Mstep: Class 4 contains 19885 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224492 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189358 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 51664 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 55174 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 38600 members 
Mstep: Class 17 contains 76710 members 
Mstep: Class 18 contains 39555 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40141 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 27850 members 
Mstep: Class 25 contains 2249 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133246088.000000 Penalty: 96125.335938
Iteration 198Q: 29 clusters Score -1.332461e+08 nChanged 465
Entering ConstructFrom: 
Score: -133246088.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -90968.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89218.859375 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -89218.86 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89550.882812 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89550.88 nChanged 76
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: -89833.507812 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -89833.51 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90205.898438 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -90205.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90699.640625 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -90699.64 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91069.210938 Penalty: 3330.228516
	Iteration 5F: 3 clusters Score -91069.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91257.671875 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -91257.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91395.398438 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -91395.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91527.007812 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -91527.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91734.570312 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -91734.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91853.476562 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -91853.48 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: -91921.531250 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -91921.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91967.500000 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -91967.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91981.945312 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -91981.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91988.398438 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -91988.4 nChanged 3
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: -91993.531250 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -91993.53 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: -91997.343750 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -91997.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92003.656250 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -92003.66 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: -92015.585938 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -92015.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92025.343750 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -92025.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92046.093750 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -92046.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92104.968750 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -92104.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92198.140625 Penalty: 3330.228516
	Iteration 22Q: 3 clusters Score -92198.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92243.367188 Penalty: 3330.228516
	Iteration 23Q: 3 clusters Score -92243.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92277.117188 Penalty: 3330.228516
	Iteration 24Q: 3 clusters Score -92277.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92360.234375 Penalty: 3330.228516
	Iteration 25Q: 3 clusters Score -92360.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92363.570312 Penalty: 3330.228516
	Iteration 26F: 3 clusters Score -92363.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92389.523438 Penalty: 3330.228516
	Iteration 27Q: 3 clusters Score -92389.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92389.523438 Penalty: 3330.228516
	Iteration 28F: 3 clusters Score -92389.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 171419 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224478 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189359 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 51690 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 55204 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 38599 members 
Mstep: Class 17 contains 76626 members 
Mstep: Class 18 contains 39626 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40141 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 27851 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29654 members 
Mstep: Class 29 contains 339 members 
Entering Unmasked Estep 
Score: -133245672.000000 Penalty: 99558.382812
Splitting cluster 1 changes total score from -133246088.000000 to -133245672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -1055338.000000 Penalty: 2237.206543
	Iteration 0F: 2 clusters Score -1055338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1048788.250000 Penalty: 4474.413086
	Iteration 0F: 3 clusters Score -1048788 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1050543.750000 Penalty: 4474.413086
	Iteration 1F: 3 clusters Score -1050544 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1050850.500000 Penalty: 4474.413086
	Iteration 2F: 3 clusters Score -1050850 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1051120.625000 Penalty: 4474.413086
	Iteration 3F: 3 clusters Score -1051121 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1051371.750000 Penalty: 4474.413086
	Iteration 4Q: 3 clusters Score -1051372 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1051575.000000 Penalty: 4474.413086
	Iteration 5Q: 3 clusters Score -1051575 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1051751.750000 Penalty: 4474.413086
	Iteration 6Q: 3 clusters Score -1051752 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1051931.375000 Penalty: 4474.413086
	Iteration 7Q: 3 clusters Score -1051931 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1052091.875000 Penalty: 4474.413086
	Iteration 8Q: 3 clusters Score -1052092 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1052257.500000 Penalty: 4474.413086
	Iteration 9Q: 3 clusters Score -1052258 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1052433.250000 Penalty: 4474.413086
	Iteration 10Q: 3 clusters Score -1052433 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1052623.250000 Penalty: 4474.413086
	Iteration 11Q: 3 clusters Score -1052623 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1052832.625000 Penalty: 4474.413086
	Iteration 12Q: 3 clusters Score -1052833 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1053048.250000 Penalty: 4474.413086
	Iteration 13Q: 3 clusters Score -1053048 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1053262.125000 Penalty: 4474.413086
	Iteration 14Q: 3 clusters Score -1053262 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1053422.750000 Penalty: 4474.413086
	Iteration 15Q: 3 clusters Score -1053423 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1053548.375000 Penalty: 4474.413086
	Iteration 16Q: 3 clusters Score -1053548 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1053642.750000 Penalty: 4474.413086
	Iteration 17Q: 3 clusters Score -1053643 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1053729.250000 Penalty: 4474.413086
	Iteration 18Q: 3 clusters Score -1053729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1053795.625000 Penalty: 4474.413086
	Iteration 19Q: 3 clusters Score -1053796 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1053853.375000 Penalty: 4474.413086
	Iteration 20F: 3 clusters Score -1053853 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1053917.375000 Penalty: 4474.413086
	Iteration 21Q: 3 clusters Score -1053917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1053965.625000 Penalty: 4474.413086
	Iteration 22Q: 3 clusters Score -1053966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1053995.625000 Penalty: 4474.413086
	Iteration 23Q: 3 clusters Score -1053996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1054020.875000 Penalty: 4474.413086
	Iteration 24Q: 3 clusters Score -1054021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1054046.250000 Penalty: 4474.413086
	Iteration 25Q: 3 clusters Score -1054046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1054062.625000 Penalty: 4474.413086
	Iteration 26Q: 3 clusters Score -1054063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1054074.375000 Penalty: 4474.413086
	Iteration 27Q: 3 clusters Score -1054074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1054081.625000 Penalty: 4474.413086
	Iteration 28Q: 3 clusters Score -1054082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1054087.625000 Penalty: 4474.413086
	Iteration 29Q: 3 clusters Score -1054088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1054089.500000 Penalty: 4474.413086
	Iteration 30Q: 3 clusters Score -1054090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1054092.750000 Penalty: 4474.413086
	Iteration 31Q: 3 clusters Score -1054093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1054095.375000 Penalty: 4474.413086
	Iteration 32Q: 3 clusters Score -1054095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1054095.375000 Penalty: 4474.413086
	Iteration 33Q: 3 clusters Score -1054095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1054097.625000 Penalty: 4474.413086
	Iteration 34Q: 3 clusters Score -1054098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1054099.500000 Penalty: 4474.413086
	Iteration 35Q: 3 clusters Score -1054100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1054102.000000 Penalty: 4474.413086
	Iteration 36Q: 3 clusters Score -1054102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1054102.375000 Penalty: 4474.413086
	Iteration 37Q: 3 clusters Score -1054102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1054105.875000 Penalty: 4474.413086
	Iteration 38Q: 3 clusters Score -1054106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1054110.625000 Penalty: 4474.413086
	Iteration 39Q: 3 clusters Score -1054111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1054110.375000 Penalty: 4474.413086
	Iteration 40F: 3 clusters Score -1054110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1054113.250000 Penalty: 4474.413086
	Iteration 41Q: 3 clusters Score -1054113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1054114.750000 Penalty: 4474.413086
	Iteration 42Q: 3 clusters Score -1054115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1054117.250000 Penalty: 4474.413086
	Iteration 43Q: 3 clusters Score -1054117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1054119.500000 Penalty: 4474.413086
	Iteration 44Q: 3 clusters Score -1054120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1054120.375000 Penalty: 4474.413086
	Iteration 45Q: 3 clusters Score -1054120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1054120.750000 Penalty: 4474.413086
	Iteration 46Q: 3 clusters Score -1054121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1054120.250000 Penalty: 4474.413086
	Iteration 47Q: 3 clusters Score -1054120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1054120.250000 Penalty: 4474.413086
	Iteration 48F: 3 clusters Score -1054120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (171419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Entering Unmasked Estep 
Score: -22767574.000000 Penalty: 2988.862793
	Iteration 0F: 2 clusters Score -2.276757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -22653888.000000 Penalty: 5977.725586
	Iteration 0F: 3 clusters Score -2.265389e+07 nChanged 82269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -22701980.000000 Penalty: 5977.725586
	Iteration 1F: 3 clusters Score -2.270198e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -22703082.000000 Penalty: 5977.725586
	Iteration 2Q: 3 clusters Score -2.270308e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -22704778.000000 Penalty: 5977.725586
	Iteration 3Q: 3 clusters Score -2.270478e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -22706958.000000 Penalty: 5977.725586
	Iteration 4Q: 3 clusters Score -2.270696e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 91959 members 
Entering Unmasked Estep 
Score: -22710342.000000 Penalty: 5977.725586
	Iteration 5Q: 3 clusters Score -2.271034e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -22715796.000000 Penalty: 5977.725586
	Iteration 6F: 3 clusters Score -2.27158e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -22723278.000000 Penalty: 5977.725586
	Iteration 7F: 3 clusters Score -2.272328e+07 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 104071 members 
Entering Unmasked Estep 
Score: -22732490.000000 Penalty: 5977.725586
	Iteration 8F: 3 clusters Score -2.273249e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -22741288.000000 Penalty: 5977.725586
	Iteration 9F: 3 clusters Score -2.274129e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -22747122.000000 Penalty: 5977.725586
	Iteration 10F: 3 clusters Score -2.274712e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 116784 members 
Entering Unmasked Estep 
Score: -22750544.000000 Penalty: 5977.725586
	Iteration 11Q: 3 clusters Score -2.275054e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -22752586.000000 Penalty: 5977.725586
	Iteration 12Q: 3 clusters Score -2.275259e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 123115 members 
Entering Unmasked Estep 
Score: -22753942.000000 Penalty: 5977.725586
	Iteration 13Q: 3 clusters Score -2.275394e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 126169 members 
Entering Unmasked Estep 
Score: -22755262.000000 Penalty: 5977.725586
	Iteration 14Q: 3 clusters Score -2.275526e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 129178 members 
Entering Unmasked Estep 
Score: -22756542.000000 Penalty: 5977.725586
	Iteration 15Q: 3 clusters Score -2.275654e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 132193 members 
Entering Unmasked Estep 
Score: -22757884.000000 Penalty: 5977.725586
	Iteration 16Q: 3 clusters Score -2.275788e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 135088 members 
Entering Unmasked Estep 
Score: -22759122.000000 Penalty: 5977.725586
	Iteration 17Q: 3 clusters Score -2.275912e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 137878 members 
Entering Unmasked Estep 
Score: -22760296.000000 Penalty: 5977.725586
	Iteration 18Q: 3 clusters Score -2.27603e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 140550 members 
Entering Unmasked Estep 
Score: -22761290.000000 Penalty: 5977.725586
	Iteration 19Q: 3 clusters Score -2.276129e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 142992 members 
Entering Unmasked Estep 
Score: -22762356.000000 Penalty: 5977.725586
	Iteration 20F: 3 clusters Score -2.276236e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 145316 members 
Entering Unmasked Estep 
Score: -22763114.000000 Penalty: 5977.725586
	Iteration 21Q: 3 clusters Score -2.276311e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -22763732.000000 Penalty: 5977.725586
	Iteration 22Q: 3 clusters Score -2.276373e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 149488 members 
Entering Unmasked Estep 
Score: -22764392.000000 Penalty: 5977.725586
	Iteration 23Q: 3 clusters Score -2.276439e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 151380 members 
Entering Unmasked Estep 
Score: -22764850.000000 Penalty: 5977.725586
	Iteration 24Q: 3 clusters Score -2.276485e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 153125 members 
Entering Unmasked Estep 
Score: -22765466.000000 Penalty: 5977.725586
	Iteration 25Q: 3 clusters Score -2.276547e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -22765870.000000 Penalty: 5977.725586
	Iteration 26Q: 3 clusters Score -2.276587e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -22766100.000000 Penalty: 5977.725586
	Iteration 27Q: 3 clusters Score -2.27661e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 157342 members 
Entering Unmasked Estep 
Score: -22766434.000000 Penalty: 5977.725586
	Iteration 28Q: 3 clusters Score -2.276643e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 158528 members 
Entering Unmasked Estep 
Score: -22766686.000000 Penalty: 5977.725586
	Iteration 29Q: 3 clusters Score -2.276669e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 159600 members 
Entering Unmasked Estep 
Score: -22766960.000000 Penalty: 5977.725586
	Iteration 30Q: 3 clusters Score -2.276696e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 160569 members 
Entering Unmasked Estep 
Score: -22767084.000000 Penalty: 5977.725586
	Iteration 31Q: 3 clusters Score -2.276708e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 161378 members 
Entering Unmasked Estep 
Score: -22767170.000000 Penalty: 5977.725586
	Iteration 32Q: 3 clusters Score -2.276717e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 162089 members 
Entering Unmasked Estep 
Score: -22767286.000000 Penalty: 5977.725586
	Iteration 33Q: 3 clusters Score -2.276729e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 162680 members 
Entering Unmasked Estep 
Score: -22767412.000000 Penalty: 5977.725586
	Iteration 34Q: 3 clusters Score -2.276741e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -22767474.000000 Penalty: 5977.725586
	Iteration 35Q: 3 clusters Score -2.276747e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -22767530.000000 Penalty: 5977.725586
	Iteration 36Q: 3 clusters Score -2.276753e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 164056 members 
Entering Unmasked Estep 
Score: -22767498.000000 Penalty: 5977.725586
	Iteration 37Q: 3 clusters Score -2.27675e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 164363 members 
Entering Unmasked Estep 
Score: -22767502.000000 Penalty: 5977.725586
	Iteration 38Q: 3 clusters Score -2.27675e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 164619 members 
Entering Unmasked Estep 
Score: -22767534.000000 Penalty: 5977.725586
	Iteration 39Q: 3 clusters Score -2.276753e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 164855 members 
Entering Unmasked Estep 
Score: -22767556.000000 Penalty: 5977.725586
	Iteration 40F: 3 clusters Score -2.276756e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -22767568.000000 Penalty: 5977.725586
	Iteration 41Q: 3 clusters Score -2.276757e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 165202 members 
Entering Unmasked Estep 
Score: -22767580.000000 Penalty: 5977.725586
	Iteration 42Q: 3 clusters Score -2.276758e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -22767612.000000 Penalty: 5977.725586
	Iteration 43Q: 3 clusters Score -2.276761e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 165468 members 
Entering Unmasked Estep 
Score: -22767606.000000 Penalty: 5977.725586
	Iteration 44Q: 3 clusters Score -2.276761e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 165573 members 
Entering Unmasked Estep 
Score: -22767590.000000 Penalty: 5977.725586
	Iteration 45Q: 3 clusters Score -2.276759e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 165665 members 
Entering Unmasked Estep 
Score: -22767596.000000 Penalty: 5977.725586
	Iteration 46Q: 3 clusters Score -2.27676e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 165740 members 
Entering Unmasked Estep 
Score: -22767608.000000 Penalty: 5977.725586
	Iteration 47Q: 3 clusters Score -2.276761e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 165821 members 
Entering Unmasked Estep 
Score: -22767598.000000 Penalty: 5977.725586
	Iteration 48Q: 3 clusters Score -2.27676e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 165872 members 
Entering Unmasked Estep 
Score: -22767610.000000 Penalty: 5977.725586
	Iteration 49Q: 3 clusters Score -2.276761e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -22767602.000000 Penalty: 5977.725586
	Iteration 50Q: 3 clusters Score -2.27676e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -22767590.000000 Penalty: 5977.725586
	Iteration 51Q: 3 clusters Score -2.276759e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 166033 members 
Entering Unmasked Estep 
Score: -22767564.000000 Penalty: 5977.725586
	Iteration 52Q: 3 clusters Score -2.276756e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 166092 members 
Entering Unmasked Estep 
Score: -22767578.000000 Penalty: 5977.725586
	Iteration 53Q: 3 clusters Score -2.276758e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 166137 members 
Entering Unmasked Estep 
Score: -22767514.000000 Penalty: 5977.725586
	Iteration 54Q: 3 clusters Score -2.276751e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 166181 members 
Entering Unmasked Estep 
Score: -22767532.000000 Penalty: 5977.725586
	Iteration 55Q: 3 clusters Score -2.276753e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -22767502.000000 Penalty: 5977.725586
	Iteration 56Q: 3 clusters Score -2.27675e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 166296 members 
Entering Unmasked Estep 
Score: -22767520.000000 Penalty: 5977.725586
	Iteration 57Q: 3 clusters Score -2.276752e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 166364 members 
Entering Unmasked Estep 
Score: -22767544.000000 Penalty: 5977.725586
	Iteration 58Q: 3 clusters Score -2.276754e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 166414 members 
Entering Unmasked Estep 
Score: -22767538.000000 Penalty: 5977.725586
	Iteration 59Q: 3 clusters Score -2.276754e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 166464 members 
Entering Unmasked Estep 
Score: -22767532.000000 Penalty: 5977.725586
	Iteration 60F: 3 clusters Score -2.276753e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 166506 members 
Entering Unmasked Estep 
Score: -22767540.000000 Penalty: 5977.725586
	Iteration 61Q: 3 clusters Score -2.276754e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 166556 members 
Entering Unmasked Estep 
Score: -22767546.000000 Penalty: 5977.725586
	Iteration 62Q: 3 clusters Score -2.276755e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 166601 members 
Entering Unmasked Estep 
Score: -22767548.000000 Penalty: 5977.725586
	Iteration 63Q: 3 clusters Score -2.276755e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -22767560.000000 Penalty: 5977.725586
	Iteration 64Q: 3 clusters Score -2.276756e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 166678 members 
Entering Unmasked Estep 
Score: -22767562.000000 Penalty: 5977.725586
	Iteration 65Q: 3 clusters Score -2.276756e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -22767564.000000 Penalty: 5977.725586
	Iteration 66Q: 3 clusters Score -2.276756e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -22767574.000000 Penalty: 5977.725586
	Iteration 67Q: 3 clusters Score -2.276757e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 166826 members 
Entering Unmasked Estep 
Score: -22767580.000000 Penalty: 5977.725586
	Iteration 68Q: 3 clusters Score -2.276758e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 166856 members 
Entering Unmasked Estep 
Score: -22767592.000000 Penalty: 5977.725586
	Iteration 69Q: 3 clusters Score -2.276759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 166888 members 
Entering Unmasked Estep 
Score: -22767600.000000 Penalty: 5977.725586
	Iteration 70Q: 3 clusters Score -2.27676e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -22767634.000000 Penalty: 5977.725586
	Iteration 71Q: 3 clusters Score -2.276763e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 166944 members 
Entering Unmasked Estep 
Score: -22767588.000000 Penalty: 5977.725586
	Iteration 72Q: 3 clusters Score -2.276759e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 166977 members 
Entering Unmasked Estep 
Score: -22767626.000000 Penalty: 5977.725586
	Iteration 73Q: 3 clusters Score -2.276763e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 167007 members 
Entering Unmasked Estep 
Score: -22767652.000000 Penalty: 5977.725586
	Iteration 74Q: 3 clusters Score -2.276765e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 167036 members 
Entering Unmasked Estep 
Score: -22767616.000000 Penalty: 5977.725586
	Iteration 75Q: 3 clusters Score -2.276762e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 167069 members 
Entering Unmasked Estep 
Score: -22767650.000000 Penalty: 5977.725586
	Iteration 76Q: 3 clusters Score -2.276765e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 167088 members 
Entering Unmasked Estep 
Score: -22767708.000000 Penalty: 5977.725586
	Iteration 77Q: 3 clusters Score -2.276771e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 167090 members 
Entering Unmasked Estep 
Score: -22767740.000000 Penalty: 5977.725586
	Iteration 78Q: 3 clusters Score -2.276774e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -22767732.000000 Penalty: 5977.725586
	Iteration 79Q: 3 clusters Score -2.276773e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 167080 members 
Entering Unmasked Estep 
Score: -22767730.000000 Penalty: 5977.725586
	Iteration 80F: 3 clusters Score -2.276773e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 167060 members 
Entering Unmasked Estep 
Score: -22767740.000000 Penalty: 5977.725586
	Iteration 81Q: 3 clusters Score -2.276774e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 167045 members 
Entering Unmasked Estep 
Score: -22767716.000000 Penalty: 5977.725586
	Iteration 82Q: 3 clusters Score -2.276772e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 167038 members 
Entering Unmasked Estep 
Score: -22767734.000000 Penalty: 5977.725586
	Iteration 83Q: 3 clusters Score -2.276773e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 167027 members 
Entering Unmasked Estep 
Score: -22767740.000000 Penalty: 5977.725586
	Iteration 84Q: 3 clusters Score -2.276774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -22767782.000000 Penalty: 5977.725586
	Iteration 85Q: 3 clusters Score -2.276778e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -22767770.000000 Penalty: 5977.725586
	Iteration 86Q: 3 clusters Score -2.276777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 167002 members 
Entering Unmasked Estep 
Score: -22767772.000000 Penalty: 5977.725586
	Iteration 87Q: 3 clusters Score -2.276777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 166989 members 
Entering Unmasked Estep 
Score: -22767796.000000 Penalty: 5977.725586
	Iteration 88Q: 3 clusters Score -2.27678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 166979 members 
Entering Unmasked Estep 
Score: -22767796.000000 Penalty: 5977.725586
	Iteration 89Q: 3 clusters Score -2.27678e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 166969 members 
Entering Unmasked Estep 
Score: -22767822.000000 Penalty: 5977.725586
	Iteration 90Q: 3 clusters Score -2.276782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 166960 members 
Entering Unmasked Estep 
Score: -22767822.000000 Penalty: 5977.725586
	Iteration 91Q: 3 clusters Score -2.276782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 166948 members 
Entering Unmasked Estep 
Score: -22767816.000000 Penalty: 5977.725586
	Iteration 92Q: 3 clusters Score -2.276782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 166932 members 
Entering Unmasked Estep 
Score: -22767850.000000 Penalty: 5977.725586
	Iteration 93Q: 3 clusters Score -2.276785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 166924 members 
Entering Unmasked Estep 
Score: -22767818.000000 Penalty: 5977.725586
	Iteration 94Q: 3 clusters Score -2.276782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 166916 members 
Entering Unmasked Estep 
Score: -22767830.000000 Penalty: 5977.725586
	Iteration 95Q: 3 clusters Score -2.276783e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 166908 members 
Entering Unmasked Estep 
Score: -22767832.000000 Penalty: 5977.725586
	Iteration 96Q: 3 clusters Score -2.276783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -22767830.000000 Penalty: 5977.725586
	Iteration 97Q: 3 clusters Score -2.276783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 166883 members 
Entering Unmasked Estep 
Score: -22767838.000000 Penalty: 5977.725586
	Iteration 98Q: 3 clusters Score -2.276784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 166863 members 
Entering Unmasked Estep 
Score: -22767840.000000 Penalty: 5977.725586
	Iteration 99Q: 3 clusters Score -2.276784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -22767842.000000 Penalty: 5977.725586
	Iteration 100F: 3 clusters Score -2.276784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 166840 members 
Entering Unmasked Estep 
Score: -22767840.000000 Penalty: 5977.725586
	Iteration 101Q: 3 clusters Score -2.276784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 166825 members 
Entering Unmasked Estep 
Score: -22767866.000000 Penalty: 5977.725586
	Iteration 102Q: 3 clusters Score -2.276787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 166825 members 
Entering Unmasked Estep 
Score: -22767880.000000 Penalty: 5977.725586
	Iteration 103Q: 3 clusters Score -2.276788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 166828 members 
Entering Unmasked Estep 
Score: -22767862.000000 Penalty: 5977.725586
	Iteration 104Q: 3 clusters Score -2.276786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 166828 members 
Entering Unmasked Estep 
Score: -22767868.000000 Penalty: 5977.725586
	Iteration 105Q: 3 clusters Score -2.276787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 166822 members 
Entering Unmasked Estep 
Score: -22767878.000000 Penalty: 5977.725586
	Iteration 106Q: 3 clusters Score -2.276788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 166817 members 
Entering Unmasked Estep 
Score: -22767866.000000 Penalty: 5977.725586
	Iteration 107Q: 3 clusters Score -2.276787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 166810 members 
Entering Unmasked Estep 
Score: -22767864.000000 Penalty: 5977.725586
	Iteration 108Q: 3 clusters Score -2.276786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 166808 members 
Entering Unmasked Estep 
Score: -22767864.000000 Penalty: 5977.725586
	Iteration 109Q: 3 clusters Score -2.276786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 166805 members 
Entering Unmasked Estep 
Score: -22767880.000000 Penalty: 5977.725586
	Iteration 110Q: 3 clusters Score -2.276788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 166802 members 
Entering Unmasked Estep 
Score: -22767858.000000 Penalty: 5977.725586
	Iteration 111Q: 3 clusters Score -2.276786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 166796 members 
Entering Unmasked Estep 
Score: -22767874.000000 Penalty: 5977.725586
	Iteration 112Q: 3 clusters Score -2.276787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -22767848.000000 Penalty: 5977.725586
	Iteration 113Q: 3 clusters Score -2.276785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -22767858.000000 Penalty: 5977.725586
	Iteration 114Q: 3 clusters Score -2.276786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -22767858.000000 Penalty: 5977.725586
	Iteration 115Q: 3 clusters Score -2.276786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 166767 members 
Entering Unmasked Estep 
Score: -22767860.000000 Penalty: 5977.725586
	Iteration 116Q: 3 clusters Score -2.276786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -22767850.000000 Penalty: 5977.725586
	Iteration 117Q: 3 clusters Score -2.276785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 166768 members 
Entering Unmasked Estep 
Score: -22767868.000000 Penalty: 5977.725586
	Iteration 118Q: 3 clusters Score -2.276787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 166767 members 
Entering Unmasked Estep 
Score: -22767866.000000 Penalty: 5977.725586
	Iteration 119Q: 3 clusters Score -2.276787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -22767858.000000 Penalty: 5977.725586
	Iteration 120F: 3 clusters Score -2.276786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -22767854.000000 Penalty: 5977.725586
	Iteration 121Q: 3 clusters Score -2.276785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -22767854.000000 Penalty: 5977.725586
	Iteration 122F: 3 clusters Score -2.276785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224478 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189359 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 51690 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 55204 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 38599 members 
Mstep: Class 17 contains 76626 members 
Mstep: Class 18 contains 39626 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40141 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 27851 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29654 members 
Mstep: Class 29 contains 166766 members 
Entering Unmasked Estep 
Score: -133246152.000000 Penalty: 99558.382812
Splitting cluster 3 changes total score from -133246088.000000 to -133246152.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 4 (19882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Entering Unmasked Estep 
Score: -2680278.250000 Penalty: 2454.597168
	Iteration 0F: 2 clusters Score -2680278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2666346.250000 Penalty: 4909.194336
	Iteration 0F: 3 clusters Score -2666346 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2670948.750000 Penalty: 4909.194336
	Iteration 1F: 3 clusters Score -2670949 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2671555.000000 Penalty: 4909.194336
	Iteration 2F: 3 clusters Score -2671555 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2672111.750000 Penalty: 4909.194336
	Iteration 3F: 3 clusters Score -2672112 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2672559.000000 Penalty: 4909.194336
	Iteration 4F: 3 clusters Score -2672559 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2672951.250000 Penalty: 4909.194336
	Iteration 5Q: 3 clusters Score -2672951 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2673325.000000 Penalty: 4909.194336
	Iteration 6Q: 3 clusters Score -2673325 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2673733.750000 Penalty: 4909.194336
	Iteration 7Q: 3 clusters Score -2673734 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2674207.750000 Penalty: 4909.194336
	Iteration 8Q: 3 clusters Score -2674208 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2674822.500000 Penalty: 4909.194336
	Iteration 9F: 3 clusters Score -2674822 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2675474.750000 Penalty: 4909.194336
	Iteration 10Q: 3 clusters Score -2675475 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2676179.250000 Penalty: 4909.194336
	Iteration 11Q: 3 clusters Score -2676179 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2676817.500000 Penalty: 4909.194336
	Iteration 12Q: 3 clusters Score -2676818 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2677361.750000 Penalty: 4909.194336
	Iteration 13Q: 3 clusters Score -2677362 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2677824.500000 Penalty: 4909.194336
	Iteration 14Q: 3 clusters Score -2677824 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2678166.250000 Penalty: 4909.194336
	Iteration 15Q: 3 clusters Score -2678166 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2678448.250000 Penalty: 4909.194336
	Iteration 16Q: 3 clusters Score -2678448 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2678665.500000 Penalty: 4909.194336
	Iteration 17Q: 3 clusters Score -2678666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2678807.000000 Penalty: 4909.194336
	Iteration 18Q: 3 clusters Score -2678807 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2678916.250000 Penalty: 4909.194336
	Iteration 19Q: 3 clusters Score -2678916 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2679004.250000 Penalty: 4909.194336
	Iteration 20F: 3 clusters Score -2679004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2679067.500000 Penalty: 4909.194336
	Iteration 21Q: 3 clusters Score -2679068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2679102.250000 Penalty: 4909.194336
	Iteration 22Q: 3 clusters Score -2679102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2679135.750000 Penalty: 4909.194336
	Iteration 23Q: 3 clusters Score -2679136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2679161.250000 Penalty: 4909.194336
	Iteration 24Q: 3 clusters Score -2679161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2679174.250000 Penalty: 4909.194336
	Iteration 25Q: 3 clusters Score -2679174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2679195.000000 Penalty: 4909.194336
	Iteration 26Q: 3 clusters Score -2679195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2679203.750000 Penalty: 4909.194336
	Iteration 27Q: 3 clusters Score -2679204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2679219.000000 Penalty: 4909.194336
	Iteration 28Q: 3 clusters Score -2679219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2679230.250000 Penalty: 4909.194336
	Iteration 29Q: 3 clusters Score -2679230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2679242.250000 Penalty: 4909.194336
	Iteration 30Q: 3 clusters Score -2679242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2679246.000000 Penalty: 4909.194336
	Iteration 31Q: 3 clusters Score -2679246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2679256.500000 Penalty: 4909.194336
	Iteration 32Q: 3 clusters Score -2679256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2679254.250000 Penalty: 4909.194336
	Iteration 33Q: 3 clusters Score -2679254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2679258.750000 Penalty: 4909.194336
	Iteration 34Q: 3 clusters Score -2679259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2679269.000000 Penalty: 4909.194336
	Iteration 35Q: 3 clusters Score -2679269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2679270.500000 Penalty: 4909.194336
	Iteration 36Q: 3 clusters Score -2679270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2679268.000000 Penalty: 4909.194336
	Iteration 37Q: 3 clusters Score -2679268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2679265.000000 Penalty: 4909.194336
	Iteration 38Q: 3 clusters Score -2679265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2679266.750000 Penalty: 4909.194336
	Iteration 39Q: 3 clusters Score -2679267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2679264.750000 Penalty: 4909.194336
	Iteration 40F: 3 clusters Score -2679265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2679267.750000 Penalty: 4909.194336
	Iteration 41Q: 3 clusters Score -2679268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2679269.250000 Penalty: 4909.194336
	Iteration 42Q: 3 clusters Score -2679269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2679271.250000 Penalty: 4909.194336
	Iteration 43Q: 3 clusters Score -2679271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2679274.500000 Penalty: 4909.194336
	Iteration 44Q: 3 clusters Score -2679274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2679277.750000 Penalty: 4909.194336
	Iteration 45Q: 3 clusters Score -2679278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2679282.250000 Penalty: 4909.194336
	Iteration 46Q: 3 clusters Score -2679282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2679281.750000 Penalty: 4909.194336
	Iteration 47Q: 3 clusters Score -2679282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2679283.750000 Penalty: 4909.194336
	Iteration 48Q: 3 clusters Score -2679284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2679284.500000 Penalty: 4909.194336
	Iteration 49Q: 3 clusters Score -2679284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2679285.750000 Penalty: 4909.194336
	Iteration 50Q: 3 clusters Score -2679286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2679285.750000 Penalty: 4909.194336
	Iteration 51F: 3 clusters Score -2679286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -24229.896484 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -24229.9 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 141 members 
Entering Unmasked Estep 
Score: -23124.275391 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -23124.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23255.406250 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -23255.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23299.820312 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -23299.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23308.796875 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -23308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23313.921875 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -23313.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23319.880859 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -23319.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23319.880859 Penalty: 2738.644775
	Iteration 6F: 3 clusters Score -23319.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (224478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224478 members 
Entering Unmasked Estep 
Score: -29754906.000000 Penalty: 3055.740234
	Iteration 0F: 2 clusters Score -2.975491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112509 members 
Mstep: Class 2 contains 111969 members 
Entering Unmasked Estep 
Score: -29617030.000000 Penalty: 6111.480469
	Iteration 0F: 3 clusters Score -2.961703e+07 nChanged 108217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 106628 members 
Entering Unmasked Estep 
Score: -29680516.000000 Penalty: 6111.480469
	Iteration 1F: 3 clusters Score -2.968052e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 103032 members 
Entering Unmasked Estep 
Score: -29681744.000000 Penalty: 6111.480469
	Iteration 2Q: 3 clusters Score -2.968174e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127088 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -29683568.000000 Penalty: 6111.480469
	Iteration 3Q: 3 clusters Score -2.968357e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135794 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -29687120.000000 Penalty: 6111.480469
	Iteration 4Q: 3 clusters Score -2.968712e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148823 members 
Mstep: Class 2 contains 75655 members 
Entering Unmasked Estep 
Score: -29694170.000000 Penalty: 6111.480469
	Iteration 5F: 3 clusters Score -2.969417e+07 nChanged 18250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167021 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -29707392.000000 Penalty: 6111.480469
	Iteration 6F: 3 clusters Score -2.970739e+07 nChanged 21539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188548 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -29725580.000000 Penalty: 6111.480469
	Iteration 7F: 3 clusters Score -2.972558e+07 nChanged 19104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207652 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -29740868.000000 Penalty: 6111.480469
	Iteration 8F: 3 clusters Score -2.974087e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218737 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -29748608.000000 Penalty: 6111.480469
	Iteration 9Q: 3 clusters Score -2.974861e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222729 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -29750896.000000 Penalty: 6111.480469
	Iteration 10Q: 3 clusters Score -2.97509e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223784 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -29751660.000000 Penalty: 6111.480469
	Iteration 11Q: 3 clusters Score -2.975166e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224054 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29751992.000000 Penalty: 6111.480469
	Iteration 12Q: 3 clusters Score -2.975199e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224141 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29752136.000000 Penalty: 6111.480469
	Iteration 13Q: 3 clusters Score -2.975214e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224167 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29752228.000000 Penalty: 6111.480469
	Iteration 14Q: 3 clusters Score -2.975223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224183 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29752268.000000 Penalty: 6111.480469
	Iteration 15Q: 3 clusters Score -2.975227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224181 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29752282.000000 Penalty: 6111.480469
	Iteration 16Q: 3 clusters Score -2.975228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224182 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29752290.000000 Penalty: 6111.480469
	Iteration 17Q: 3 clusters Score -2.975229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224192 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29752306.000000 Penalty: 6111.480469
	Iteration 18Q: 3 clusters Score -2.975231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224195 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29752324.000000 Penalty: 6111.480469
	Iteration 19Q: 3 clusters Score -2.975232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224198 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29752334.000000 Penalty: 6111.480469
	Iteration 20F: 3 clusters Score -2.975233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29752328.000000 Penalty: 6111.480469
	Iteration 21Q: 3 clusters Score -2.975233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224200 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29752336.000000 Penalty: 6111.480469
	Iteration 22Q: 3 clusters Score -2.975234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29752350.000000 Penalty: 6111.480469
	Iteration 23Q: 3 clusters Score -2.975235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29752350.000000 Penalty: 6111.480469
	Iteration 24F: 3 clusters Score -2.975235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 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 268 members 
Entering Unmasked Estep 
Score: -57916.796875 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57916.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58329.503906 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58329.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58470.023438 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58470.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58543.992188 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -58543.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58597.890625 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -58597.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58663.546875 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -58663.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58699.996094 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -58700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58726.289062 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -58726.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58746.828125 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -58746.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58762.855469 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -58762.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58817.007812 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -58817.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58877.203125 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -58877.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58943.789062 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -58943.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59034.707031 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -59034.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -59109.242188 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -59109.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -59208.703125 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -59208.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59310.089844 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -59310.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -59327.832031 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -59327.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -59359.960938 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -59359.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59397.285156 Penalty: 3150.039307
	Iteration 19Q: 3 clusters Score -59397.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59442.359375 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -59442.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59468.585938 Penalty: 3150.039307
	Iteration 21Q: 3 clusters Score -59468.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59473.003906 Penalty: 3150.039307
	Iteration 22Q: 3 clusters Score -59473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59476.746094 Penalty: 3150.039307
	Iteration 23Q: 3 clusters Score -59476.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -59494.812500 Penalty: 3150.039307
	Iteration 24Q: 3 clusters Score -59494.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -59500.359375 Penalty: 3150.039307
	Iteration 25Q: 3 clusters Score -59500.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -59505.453125 Penalty: 3150.039307
	Iteration 26F: 3 clusters Score -59505.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59522.742188 Penalty: 3150.039307
	Iteration 27Q: 3 clusters Score -59522.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59531.441406 Penalty: 3150.039307
	Iteration 28Q: 3 clusters Score -59531.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59531.441406 Penalty: 3150.039307
	Iteration 29F: 3 clusters Score -59531.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224478 members 
Mstep: Class 7 contains 153 members 
Mstep: Class 8 contains 189359 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 51690 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 55204 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 38599 members 
Mstep: Class 17 contains 76626 members 
Mstep: Class 18 contains 39626 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40141 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 27851 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29654 members 
Mstep: Class 29 contains 166766 members 
Mstep: Class 30 contains 420 members 
Entering Unmasked Estep 
Score: -133244384.000000 Penalty: 102991.429688
Splitting cluster 7 changes total score from -133246088.000000 to -133244384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (189359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189359 members 
Entering Unmasked Estep 
Score: -25037784.000000 Penalty: 3013.547119
	Iteration 0F: 2 clusters Score -2.503778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -24928498.000000 Penalty: 6027.094238
	Iteration 0F: 3 clusters Score -2.49285e+07 nChanged 91039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -24981722.000000 Penalty: 6027.094238
	Iteration 1F: 3 clusters Score -2.498172e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 91074 members 
Entering Unmasked Estep 
Score: -24982446.000000 Penalty: 6027.094238
	Iteration 2Q: 3 clusters Score -2.498245e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -24983470.000000 Penalty: 6027.094238
	Iteration 3Q: 3 clusters Score -2.498347e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -24984678.000000 Penalty: 6027.094238
	Iteration 4Q: 3 clusters Score -2.498468e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -24986686.000000 Penalty: 6027.094238
	Iteration 5Q: 3 clusters Score -2.498669e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113751 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -24990150.000000 Penalty: 6027.094238
	Iteration 6Q: 3 clusters Score -2.499015e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121462 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -24995482.000000 Penalty: 6027.094238
	Iteration 7F: 3 clusters Score -2.499548e+07 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129702 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -25002744.000000 Penalty: 6027.094238
	Iteration 8F: 3 clusters Score -2.500274e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -25010218.000000 Penalty: 6027.094238
	Iteration 9F: 3 clusters Score -2.501022e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140911 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -25016646.000000 Penalty: 6027.094238
	Iteration 10F: 3 clusters Score -2.501665e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142658 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -25020206.000000 Penalty: 6027.094238
	Iteration 11Q: 3 clusters Score -2.502021e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -25021466.000000 Penalty: 6027.094238
	Iteration 12Q: 3 clusters Score -2.502147e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144426 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -25022008.000000 Penalty: 6027.094238
	Iteration 13Q: 3 clusters Score -2.502201e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145265 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -25022166.000000 Penalty: 6027.094238
	Iteration 14Q: 3 clusters Score -2.502217e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146117 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -25022340.000000 Penalty: 6027.094238
	Iteration 15Q: 3 clusters Score -2.502234e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146930 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -25022528.000000 Penalty: 6027.094238
	Iteration 16Q: 3 clusters Score -2.502253e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147721 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -25022658.000000 Penalty: 6027.094238
	Iteration 17Q: 3 clusters Score -2.502266e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -25022818.000000 Penalty: 6027.094238
	Iteration 18Q: 3 clusters Score -2.502282e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149370 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -25023094.000000 Penalty: 6027.094238
	Iteration 19Q: 3 clusters Score -2.502309e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150242 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -25023184.000000 Penalty: 6027.094238
	Iteration 20F: 3 clusters Score -2.502318e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -25023426.000000 Penalty: 6027.094238
	Iteration 21Q: 3 clusters Score -2.502343e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152013 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -25023908.000000 Penalty: 6027.094238
	Iteration 22Q: 3 clusters Score -2.502391e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -25024258.000000 Penalty: 6027.094238
	Iteration 23Q: 3 clusters Score -2.502426e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153958 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -25024786.000000 Penalty: 6027.094238
	Iteration 24Q: 3 clusters Score -2.502479e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155061 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -25025284.000000 Penalty: 6027.094238
	Iteration 25Q: 3 clusters Score -2.502528e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156225 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -25025792.000000 Penalty: 6027.094238
	Iteration 26Q: 3 clusters Score -2.502579e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -25026296.000000 Penalty: 6027.094238
	Iteration 27Q: 3 clusters Score -2.50263e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -25026826.000000 Penalty: 6027.094238
	Iteration 28Q: 3 clusters Score -2.502683e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -25027484.000000 Penalty: 6027.094238
	Iteration 29Q: 3 clusters Score -2.502748e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161595 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -25027986.000000 Penalty: 6027.094238
	Iteration 30Q: 3 clusters Score -2.502799e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163033 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -25028352.000000 Penalty: 6027.094238
	Iteration 31Q: 3 clusters Score -2.502835e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164518 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -25028826.000000 Penalty: 6027.094238
	Iteration 32Q: 3 clusters Score -2.502883e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166033 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -25029398.000000 Penalty: 6027.094238
	Iteration 33Q: 3 clusters Score -2.50294e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -25029798.000000 Penalty: 6027.094238
	Iteration 34Q: 3 clusters Score -2.50298e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169117 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -25030188.000000 Penalty: 6027.094238
	Iteration 35Q: 3 clusters Score -2.503019e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170637 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -25030664.000000 Penalty: 6027.094238
	Iteration 36Q: 3 clusters Score -2.503066e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172122 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -25031194.000000 Penalty: 6027.094238
	Iteration 37Q: 3 clusters Score -2.503119e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -25031696.000000 Penalty: 6027.094238
	Iteration 38Q: 3 clusters Score -2.50317e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175018 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -25032258.000000 Penalty: 6027.094238
	Iteration 39Q: 3 clusters Score -2.503226e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176399 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -25032642.000000 Penalty: 6027.094238
	Iteration 40F: 3 clusters Score -2.503264e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177706 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -25033070.000000 Penalty: 6027.094238
	Iteration 41Q: 3 clusters Score -2.503307e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178958 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -25033298.000000 Penalty: 6027.094238
	Iteration 42Q: 3 clusters Score -2.50333e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180142 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -25033658.000000 Penalty: 6027.094238
	Iteration 43Q: 3 clusters Score -2.503366e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181250 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -25033980.000000 Penalty: 6027.094238
	Iteration 44Q: 3 clusters Score -2.503398e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182214 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -25034304.000000 Penalty: 6027.094238
	Iteration 45Q: 3 clusters Score -2.50343e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183078 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -25034560.000000 Penalty: 6027.094238
	Iteration 46Q: 3 clusters Score -2.503456e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183806 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -25034822.000000 Penalty: 6027.094238
	Iteration 47Q: 3 clusters Score -2.503482e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184439 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -25035014.000000 Penalty: 6027.094238
	Iteration 48Q: 3 clusters Score -2.503501e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184994 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -25035216.000000 Penalty: 6027.094238
	Iteration 49Q: 3 clusters Score -2.503522e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185445 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -25035408.000000 Penalty: 6027.094238
	Iteration 50Q: 3 clusters Score -2.503541e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185845 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -25035536.000000 Penalty: 6027.094238
	Iteration 51Q: 3 clusters Score -2.503554e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186178 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -25035688.000000 Penalty: 6027.094238
	Iteration 52Q: 3 clusters Score -2.503569e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186438 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -25035794.000000 Penalty: 6027.094238
	Iteration 53Q: 3 clusters Score -2.503579e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186676 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -25035976.000000 Penalty: 6027.094238
	Iteration 54Q: 3 clusters Score -2.503598e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186850 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -25036074.000000 Penalty: 6027.094238
	Iteration 55Q: 3 clusters Score -2.503607e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187002 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -25036190.000000 Penalty: 6027.094238
	Iteration 56Q: 3 clusters Score -2.503619e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187131 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -25036296.000000 Penalty: 6027.094238
	Iteration 57Q: 3 clusters Score -2.50363e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187200 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -25036322.000000 Penalty: 6027.094238
	Iteration 58Q: 3 clusters Score -2.503632e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187247 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -25036382.000000 Penalty: 6027.094238
	Iteration 59Q: 3 clusters Score -2.503638e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -25036432.000000 Penalty: 6027.094238
	Iteration 60F: 3 clusters Score -2.503643e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187280 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -25036482.000000 Penalty: 6027.094238
	Iteration 61Q: 3 clusters Score -2.503648e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187270 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -25036556.000000 Penalty: 6027.094238
	Iteration 62Q: 3 clusters Score -2.503656e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187271 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -25036596.000000 Penalty: 6027.094238
	Iteration 63Q: 3 clusters Score -2.50366e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187270 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -25036666.000000 Penalty: 6027.094238
	Iteration 64Q: 3 clusters Score -2.503667e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187262 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -25036704.000000 Penalty: 6027.094238
	Iteration 65Q: 3 clusters Score -2.50367e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187267 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -25036760.000000 Penalty: 6027.094238
	Iteration 66Q: 3 clusters Score -2.503676e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187271 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -25036768.000000 Penalty: 6027.094238
	Iteration 67Q: 3 clusters Score -2.503677e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187265 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -25036794.000000 Penalty: 6027.094238
	Iteration 68Q: 3 clusters Score -2.503679e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187263 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -25036842.000000 Penalty: 6027.094238
	Iteration 69Q: 3 clusters Score -2.503684e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187259 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -25036844.000000 Penalty: 6027.094238
	Iteration 70Q: 3 clusters Score -2.503684e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187251 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -25036866.000000 Penalty: 6027.094238
	Iteration 71Q: 3 clusters Score -2.503687e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187250 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25036882.000000 Penalty: 6027.094238
	Iteration 72Q: 3 clusters Score -2.503688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187244 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -25036896.000000 Penalty: 6027.094238
	Iteration 73Q: 3 clusters Score -2.50369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187241 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -25036904.000000 Penalty: 6027.094238
	Iteration 74Q: 3 clusters Score -2.50369e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187236 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -25036898.000000 Penalty: 6027.094238
	Iteration 75Q: 3 clusters Score -2.50369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187231 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -25036902.000000 Penalty: 6027.094238
	Iteration 76Q: 3 clusters Score -2.50369e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187230 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -25036902.000000 Penalty: 6027.094238
	Iteration 77Q: 3 clusters Score -2.50369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187230 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -25036908.000000 Penalty: 6027.094238
	Iteration 78Q: 3 clusters Score -2.503691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187232 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -25036922.000000 Penalty: 6027.094238
	Iteration 79Q: 3 clusters Score -2.503692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187238 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -25036934.000000 Penalty: 6027.094238
	Iteration 80F: 3 clusters Score -2.503693e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187232 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -25036958.000000 Penalty: 6027.094238
	Iteration 81Q: 3 clusters Score -2.503696e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187228 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -25036984.000000 Penalty: 6027.094238
	Iteration 82Q: 3 clusters Score -2.503698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187232 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -25036988.000000 Penalty: 6027.094238
	Iteration 83Q: 3 clusters Score -2.503699e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187228 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -25037012.000000 Penalty: 6027.094238
	Iteration 84Q: 3 clusters Score -2.503701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187235 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -25037042.000000 Penalty: 6027.094238
	Iteration 85Q: 3 clusters Score -2.503704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187250 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25037064.000000 Penalty: 6027.094238
	Iteration 86Q: 3 clusters Score -2.503706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187272 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -25037060.000000 Penalty: 6027.094238
	Iteration 87Q: 3 clusters Score -2.503706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -25037076.000000 Penalty: 6027.094238
	Iteration 88Q: 3 clusters Score -2.503708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187290 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -25037072.000000 Penalty: 6027.094238
	Iteration 89Q: 3 clusters Score -2.503707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187288 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -25037072.000000 Penalty: 6027.094238
	Iteration 90Q: 3 clusters Score -2.503707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187286 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -25037088.000000 Penalty: 6027.094238
	Iteration 91Q: 3 clusters Score -2.503709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -25037084.000000 Penalty: 6027.094238
	Iteration 92Q: 3 clusters Score -2.503708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187279 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -25037086.000000 Penalty: 6027.094238
	Iteration 93Q: 3 clusters Score -2.503709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187277 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -25037078.000000 Penalty: 6027.094238
	Iteration 94Q: 3 clusters Score -2.503708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -25037096.000000 Penalty: 6027.094238
	Iteration 95Q: 3 clusters Score -2.50371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187284 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -25037102.000000 Penalty: 6027.094238
	Iteration 96Q: 3 clusters Score -2.50371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187285 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -25037102.000000 Penalty: 6027.094238
	Iteration 97Q: 3 clusters Score -2.50371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187285 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -25037102.000000 Penalty: 6027.094238
	Iteration 98Q: 3 clusters Score -2.50371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187286 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -25037102.000000 Penalty: 6027.094238
	Iteration 99Q: 3 clusters Score -2.50371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187287 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -25037116.000000 Penalty: 6027.094238
	Iteration 100F: 3 clusters Score -2.503712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -380614.125000 Penalty: 2012.352539
	Iteration 0F: 2 clusters Score -380614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -377165.875000 Penalty: 4024.705078
	Iteration 0F: 3 clusters Score -377165.9 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -377875.375000 Penalty: 4024.705078
	Iteration 1F: 3 clusters Score -377875.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -378040.750000 Penalty: 4024.705078
	Iteration 2F: 3 clusters Score -378040.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -378138.437500 Penalty: 4024.705078
	Iteration 3Q: 3 clusters Score -378138.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -378190.562500 Penalty: 4024.705078
	Iteration 4Q: 3 clusters Score -378190.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -378232.593750 Penalty: 4024.705078
	Iteration 5Q: 3 clusters Score -378232.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -378261.218750 Penalty: 4024.705078
	Iteration 6Q: 3 clusters Score -378261.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -378289.218750 Penalty: 4024.705078
	Iteration 7Q: 3 clusters Score -378289.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -378322.968750 Penalty: 4024.705078
	Iteration 8Q: 3 clusters Score -378323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -378343.812500 Penalty: 4024.705078
	Iteration 9Q: 3 clusters Score -378343.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -378359.656250 Penalty: 4024.705078
	Iteration 10Q: 3 clusters Score -378359.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -378368.062500 Penalty: 4024.705078
	Iteration 11Q: 3 clusters Score -378368.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -378377.687500 Penalty: 4024.705078
	Iteration 12Q: 3 clusters Score -378377.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -378389.000000 Penalty: 4024.705078
	Iteration 13Q: 3 clusters Score -378389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -378399.312500 Penalty: 4024.705078
	Iteration 14Q: 3 clusters Score -378399.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -378409.968750 Penalty: 4024.705078
	Iteration 15Q: 3 clusters Score -378410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -378425.687500 Penalty: 4024.705078
	Iteration 16Q: 3 clusters Score -378425.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -378442.968750 Penalty: 4024.705078
	Iteration 17Q: 3 clusters Score -378443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -378454.125000 Penalty: 4024.705078
	Iteration 18Q: 3 clusters Score -378454.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -378465.781250 Penalty: 4024.705078
	Iteration 19Q: 3 clusters Score -378465.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -378472.875000 Penalty: 4024.705078
	Iteration 20F: 3 clusters Score -378472.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -378485.531250 Penalty: 4024.705078
	Iteration 21Q: 3 clusters Score -378485.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -378502.906250 Penalty: 4024.705078
	Iteration 22Q: 3 clusters Score -378502.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -378523.156250 Penalty: 4024.705078
	Iteration 23Q: 3 clusters Score -378523.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -378533.343750 Penalty: 4024.705078
	Iteration 24Q: 3 clusters Score -378533.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -378548.062500 Penalty: 4024.705078
	Iteration 25Q: 3 clusters Score -378548.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -378564.593750 Penalty: 4024.705078
	Iteration 26Q: 3 clusters Score -378564.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -378576.187500 Penalty: 4024.705078
	Iteration 27Q: 3 clusters Score -378576.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -378585.312500 Penalty: 4024.705078
	Iteration 28Q: 3 clusters Score -378585.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -378599.750000 Penalty: 4024.705078
	Iteration 29Q: 3 clusters Score -378599.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -378610.937500 Penalty: 4024.705078
	Iteration 30Q: 3 clusters Score -378610.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -378620.187500 Penalty: 4024.705078
	Iteration 31Q: 3 clusters Score -378620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -378631.437500 Penalty: 4024.705078
	Iteration 32Q: 3 clusters Score -378631.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -378642.375000 Penalty: 4024.705078
	Iteration 33Q: 3 clusters Score -378642.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -378649.093750 Penalty: 4024.705078
	Iteration 34Q: 3 clusters Score -378649.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -378657.625000 Penalty: 4024.705078
	Iteration 35Q: 3 clusters Score -378657.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -378665.343750 Penalty: 4024.705078
	Iteration 36Q: 3 clusters Score -378665.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -378670.312500 Penalty: 4024.705078
	Iteration 37Q: 3 clusters Score -378670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -378676.906250 Penalty: 4024.705078
	Iteration 38Q: 3 clusters Score -378676.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -378681.812500 Penalty: 4024.705078
	Iteration 39Q: 3 clusters Score -378681.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -378688.343750 Penalty: 4024.705078
	Iteration 40F: 3 clusters Score -378688.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -378696.812500 Penalty: 4024.705078
	Iteration 41Q: 3 clusters Score -378696.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -378705.562500 Penalty: 4024.705078
	Iteration 42Q: 3 clusters Score -378705.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -378709.937500 Penalty: 4024.705078
	Iteration 43Q: 3 clusters Score -378709.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -378714.312500 Penalty: 4024.705078
	Iteration 44Q: 3 clusters Score -378714.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -378718.250000 Penalty: 4024.705078
	Iteration 45Q: 3 clusters Score -378718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -378722.218750 Penalty: 4024.705078
	Iteration 46Q: 3 clusters Score -378722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -378721.968750 Penalty: 4024.705078
	Iteration 47Q: 3 clusters Score -378722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -378724.000000 Penalty: 4024.705078
	Iteration 48Q: 3 clusters Score -378724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -378727.875000 Penalty: 4024.705078
	Iteration 49Q: 3 clusters Score -378727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -378730.500000 Penalty: 4024.705078
	Iteration 50Q: 3 clusters Score -378730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -378737.593750 Penalty: 4024.705078
	Iteration 51Q: 3 clusters Score -378737.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -378744.156250 Penalty: 4024.705078
	Iteration 52Q: 3 clusters Score -378744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -378746.468750 Penalty: 4024.705078
	Iteration 53Q: 3 clusters Score -378746.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -378751.281250 Penalty: 4024.705078
	Iteration 54Q: 3 clusters Score -378751.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -378760.531250 Penalty: 4024.705078
	Iteration 55Q: 3 clusters Score -378760.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -378768.468750 Penalty: 4024.705078
	Iteration 56Q: 3 clusters Score -378768.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -378774.000000 Penalty: 4024.705078
	Iteration 57Q: 3 clusters Score -378774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -378778.750000 Penalty: 4024.705078
	Iteration 58Q: 3 clusters Score -378778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -378785.843750 Penalty: 4024.705078
	Iteration 59Q: 3 clusters Score -378785.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -378791.156250 Penalty: 4024.705078
	Iteration 60F: 3 clusters Score -378791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -378796.562500 Penalty: 4024.705078
	Iteration 61Q: 3 clusters Score -378796.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -378804.343750 Penalty: 4024.705078
	Iteration 62Q: 3 clusters Score -378804.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -378811.343750 Penalty: 4024.705078
	Iteration 63Q: 3 clusters Score -378811.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -378818.031250 Penalty: 4024.705078
	Iteration 64Q: 3 clusters Score -378818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -378828.593750 Penalty: 4024.705078
	Iteration 65Q: 3 clusters Score -378828.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -378836.312500 Penalty: 4024.705078
	Iteration 66Q: 3 clusters Score -378836.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -378844.218750 Penalty: 4024.705078
	Iteration 67Q: 3 clusters Score -378844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -378847.562500 Penalty: 4024.705078
	Iteration 68Q: 3 clusters Score -378847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -378849.968750 Penalty: 4024.705078
	Iteration 69Q: 3 clusters Score -378850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -378850.062500 Penalty: 4024.705078
	Iteration 70Q: 3 clusters Score -378850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -378852.250000 Penalty: 4024.705078
	Iteration 71Q: 3 clusters Score -378852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -378853.750000 Penalty: 4024.705078
	Iteration 72Q: 3 clusters Score -378853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -378856.156250 Penalty: 4024.705078
	Iteration 73Q: 3 clusters Score -378856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -378858.343750 Penalty: 4024.705078
	Iteration 74Q: 3 clusters Score -378858.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -378859.906250 Penalty: 4024.705078
	Iteration 75Q: 3 clusters Score -378859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -378861.375000 Penalty: 4024.705078
	Iteration 76Q: 3 clusters Score -378861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -378862.375000 Penalty: 4024.705078
	Iteration 77Q: 3 clusters Score -378862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -378863.656250 Penalty: 4024.705078
	Iteration 78Q: 3 clusters Score -378863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -378863.187500 Penalty: 4024.705078
	Iteration 79Q: 3 clusters Score -378863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -378864.937500 Penalty: 4024.705078
	Iteration 80F: 3 clusters Score -378864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -378865.875000 Penalty: 4024.705078
	Iteration 81Q: 3 clusters Score -378865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -378865.875000 Penalty: 4024.705078
	Iteration 82F: 3 clusters Score -378865.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Entering Unmasked Estep 
Score: -431958.218750 Penalty: 2018.074219
	Iteration 0F: 2 clusters Score -431958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -428411.593750 Penalty: 4036.148438
	Iteration 0F: 3 clusters Score -428411.6 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -429300.500000 Penalty: 4036.148438
	Iteration 1F: 3 clusters Score -429300.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -429574.187500 Penalty: 4036.148438
	Iteration 2F: 3 clusters Score -429574.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -429753.156250 Penalty: 4036.148438
	Iteration 3F: 3 clusters Score -429753.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -429895.593750 Penalty: 4036.148438
	Iteration 4F: 3 clusters Score -429895.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -430037.500000 Penalty: 4036.148438
	Iteration 5Q: 3 clusters Score -430037.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -430175.156250 Penalty: 4036.148438
	Iteration 6Q: 3 clusters Score -430175.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -430297.531250 Penalty: 4036.148438
	Iteration 7Q: 3 clusters Score -430297.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -430392.250000 Penalty: 4036.148438
	Iteration 8Q: 3 clusters Score -430392.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -430472.687500 Penalty: 4036.148438
	Iteration 9Q: 3 clusters Score -430472.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -430541.062500 Penalty: 4036.148438
	Iteration 10Q: 3 clusters Score -430541.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -430589.375000 Penalty: 4036.148438
	Iteration 11Q: 3 clusters Score -430589.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -430611.562500 Penalty: 4036.148438
	Iteration 12Q: 3 clusters Score -430611.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -430629.500000 Penalty: 4036.148438
	Iteration 13Q: 3 clusters Score -430629.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -430651.406250 Penalty: 4036.148438
	Iteration 14Q: 3 clusters Score -430651.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -430661.875000 Penalty: 4036.148438
	Iteration 15Q: 3 clusters Score -430661.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -430668.312500 Penalty: 4036.148438
	Iteration 16Q: 3 clusters Score -430668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -430671.125000 Penalty: 4036.148438
	Iteration 17Q: 3 clusters Score -430671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -430674.187500 Penalty: 4036.148438
	Iteration 18Q: 3 clusters Score -430674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -430677.625000 Penalty: 4036.148438
	Iteration 19Q: 3 clusters Score -430677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -430679.531250 Penalty: 4036.148438
	Iteration 20F: 3 clusters Score -430679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -430680.625000 Penalty: 4036.148438
	Iteration 21Q: 3 clusters Score -430680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -430682.312500 Penalty: 4036.148438
	Iteration 22Q: 3 clusters Score -430682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -430682.687500 Penalty: 4036.148438
	Iteration 23Q: 3 clusters Score -430682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -430683.562500 Penalty: 4036.148438
	Iteration 24Q: 3 clusters Score -430683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -430683.968750 Penalty: 4036.148438
	Iteration 25Q: 3 clusters Score -430684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -430683.968750 Penalty: 4036.148438
	Iteration 26F: 3 clusters Score -430684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Entering Unmasked Estep 
Score: -6417456.000000 Penalty: 2691.548828
	Iteration 0F: 2 clusters Score -6417456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -6382960.000000 Penalty: 5383.097656
	Iteration 0F: 3 clusters Score -6382960 nChanged 23851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -6396464.000000 Penalty: 5383.097656
	Iteration 1F: 3 clusters Score -6396464 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -6397387.500000 Penalty: 5383.097656
	Iteration 2Q: 3 clusters Score -6397388 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -6398472.000000 Penalty: 5383.097656
	Iteration 3Q: 3 clusters Score -6398472 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -6399682.500000 Penalty: 5383.097656
	Iteration 4Q: 3 clusters Score -6399682 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -6401273.000000 Penalty: 5383.097656
	Iteration 5F: 3 clusters Score -6401273 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -6403137.000000 Penalty: 5383.097656
	Iteration 6F: 3 clusters Score -6403137 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -6405380.500000 Penalty: 5383.097656
	Iteration 7F: 3 clusters Score -6405380 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -6407975.000000 Penalty: 5383.097656
	Iteration 8F: 3 clusters Score -6407975 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -6410290.000000 Penalty: 5383.097656
	Iteration 9F: 3 clusters Score -6410290 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -6411770.000000 Penalty: 5383.097656
	Iteration 10Q: 3 clusters Score -6411770 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -6412486.000000 Penalty: 5383.097656
	Iteration 11Q: 3 clusters Score -6412486 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -6412921.500000 Penalty: 5383.097656
	Iteration 12Q: 3 clusters Score -6412922 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -6413209.000000 Penalty: 5383.097656
	Iteration 13Q: 3 clusters Score -6413209 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -6413435.000000 Penalty: 5383.097656
	Iteration 14Q: 3 clusters Score -6413435 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -6413659.500000 Penalty: 5383.097656
	Iteration 15Q: 3 clusters Score -6413660 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -6413845.000000 Penalty: 5383.097656
	Iteration 16Q: 3 clusters Score -6413845 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -6414006.500000 Penalty: 5383.097656
	Iteration 17Q: 3 clusters Score -6414006 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -6414139.000000 Penalty: 5383.097656
	Iteration 18Q: 3 clusters Score -6414139 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -6414244.000000 Penalty: 5383.097656
	Iteration 19Q: 3 clusters Score -6414244 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -6414344.000000 Penalty: 5383.097656
	Iteration 20F: 3 clusters Score -6414344 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -6414434.000000 Penalty: 5383.097656
	Iteration 21Q: 3 clusters Score -6414434 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -6414510.500000 Penalty: 5383.097656
	Iteration 22Q: 3 clusters Score -6414510 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -6414586.500000 Penalty: 5383.097656
	Iteration 23Q: 3 clusters Score -6414586 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -6414687.000000 Penalty: 5383.097656
	Iteration 24Q: 3 clusters Score -6414687 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -6414728.000000 Penalty: 5383.097656
	Iteration 25Q: 3 clusters Score -6414728 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -6414800.000000 Penalty: 5383.097656
	Iteration 26Q: 3 clusters Score -6414800 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -6414864.500000 Penalty: 5383.097656
	Iteration 27Q: 3 clusters Score -6414864 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -6414901.000000 Penalty: 5383.097656
	Iteration 28Q: 3 clusters Score -6414901 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -6414945.500000 Penalty: 5383.097656
	Iteration 29Q: 3 clusters Score -6414946 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -6415002.000000 Penalty: 5383.097656
	Iteration 30Q: 3 clusters Score -6415002 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -6415039.000000 Penalty: 5383.097656
	Iteration 31Q: 3 clusters Score -6415039 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -6415089.000000 Penalty: 5383.097656
	Iteration 32Q: 3 clusters Score -6415089 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -6415114.000000 Penalty: 5383.097656
	Iteration 33Q: 3 clusters Score -6415114 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -6415126.000000 Penalty: 5383.097656
	Iteration 34Q: 3 clusters Score -6415126 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -6415174.000000 Penalty: 5383.097656
	Iteration 35Q: 3 clusters Score -6415174 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -6415214.000000 Penalty: 5383.097656
	Iteration 36Q: 3 clusters Score -6415214 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -6415237.000000 Penalty: 5383.097656
	Iteration 37Q: 3 clusters Score -6415237 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -6415285.500000 Penalty: 5383.097656
	Iteration 38Q: 3 clusters Score -6415286 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -6415306.500000 Penalty: 5383.097656
	Iteration 39Q: 3 clusters Score -6415306 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -6415343.500000 Penalty: 5383.097656
	Iteration 40F: 3 clusters Score -6415344 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -6415368.000000 Penalty: 5383.097656
	Iteration 41Q: 3 clusters Score -6415368 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -6415389.000000 Penalty: 5383.097656
	Iteration 42Q: 3 clusters Score -6415389 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -6415421.000000 Penalty: 5383.097656
	Iteration 43Q: 3 clusters Score -6415421 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -6415423.500000 Penalty: 5383.097656
	Iteration 44Q: 3 clusters Score -6415424 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -6415433.500000 Penalty: 5383.097656
	Iteration 45Q: 3 clusters Score -6415434 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -6415455.000000 Penalty: 5383.097656
	Iteration 46Q: 3 clusters Score -6415455 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -6415474.500000 Penalty: 5383.097656
	Iteration 47Q: 3 clusters Score -6415474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -6415475.500000 Penalty: 5383.097656
	Iteration 48Q: 3 clusters Score -6415476 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -6415475.500000 Penalty: 5383.097656
	Iteration 49Q: 3 clusters Score -6415476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -6415477.500000 Penalty: 5383.097656
	Iteration 50Q: 3 clusters Score -6415478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -6415485.000000 Penalty: 5383.097656
	Iteration 51Q: 3 clusters Score -6415485 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -6415495.500000 Penalty: 5383.097656
	Iteration 52Q: 3 clusters Score -6415496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -6415491.500000 Penalty: 5383.097656
	Iteration 53Q: 3 clusters Score -6415492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -6415493.500000 Penalty: 5383.097656
	Iteration 54Q: 3 clusters Score -6415494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -6415492.500000 Penalty: 5383.097656
	Iteration 55Q: 3 clusters Score -6415492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -6415517.000000 Penalty: 5383.097656
	Iteration 56Q: 3 clusters Score -6415517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -6415536.000000 Penalty: 5383.097656
	Iteration 57Q: 3 clusters Score -6415536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -6415531.000000 Penalty: 5383.097656
	Iteration 58Q: 3 clusters Score -6415531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -6415522.500000 Penalty: 5383.097656
	Iteration 59Q: 3 clusters Score -6415522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -6415524.500000 Penalty: 5383.097656
	Iteration 60F: 3 clusters Score -6415524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -6415518.500000 Penalty: 5383.097656
	Iteration 61Q: 3 clusters Score -6415518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -6415508.500000 Penalty: 5383.097656
	Iteration 62Q: 3 clusters Score -6415508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6415521.000000 Penalty: 5383.097656
	Iteration 63Q: 3 clusters Score -6415521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -6415531.500000 Penalty: 5383.097656
	Iteration 64Q: 3 clusters Score -6415532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -6415537.500000 Penalty: 5383.097656
	Iteration 65Q: 3 clusters Score -6415538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -6415522.000000 Penalty: 5383.097656
	Iteration 66Q: 3 clusters Score -6415522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -6415544.000000 Penalty: 5383.097656
	Iteration 67Q: 3 clusters Score -6415544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -6415548.500000 Penalty: 5383.097656
	Iteration 68Q: 3 clusters Score -6415548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -6415551.000000 Penalty: 5383.097656
	Iteration 69Q: 3 clusters Score -6415551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6415548.000000 Penalty: 5383.097656
	Iteration 70Q: 3 clusters Score -6415548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -6415545.000000 Penalty: 5383.097656
	Iteration 71Q: 3 clusters Score -6415545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -6415556.500000 Penalty: 5383.097656
	Iteration 72Q: 3 clusters Score -6415556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -6415552.500000 Penalty: 5383.097656
	Iteration 73Q: 3 clusters Score -6415552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -6415550.000000 Penalty: 5383.097656
	Iteration 74Q: 3 clusters Score -6415550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -6415551.500000 Penalty: 5383.097656
	Iteration 75Q: 3 clusters Score -6415552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -6415550.000000 Penalty: 5383.097656
	Iteration 76Q: 3 clusters Score -6415550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -6415542.000000 Penalty: 5383.097656
	Iteration 77Q: 3 clusters Score -6415542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -6415538.000000 Penalty: 5383.097656
	Iteration 78Q: 3 clusters Score -6415538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -6415528.000000 Penalty: 5383.097656
	Iteration 79Q: 3 clusters Score -6415528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -6415534.000000 Penalty: 5383.097656
	Iteration 80F: 3 clusters Score -6415534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -6415539.500000 Penalty: 5383.097656
	Iteration 81Q: 3 clusters Score -6415540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -6415536.500000 Penalty: 5383.097656
	Iteration 82Q: 3 clusters Score -6415536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -6415534.000000 Penalty: 5383.097656
	Iteration 83Q: 3 clusters Score -6415534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -6415539.000000 Penalty: 5383.097656
	Iteration 84Q: 3 clusters Score -6415539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -6415538.000000 Penalty: 5383.097656
	Iteration 85Q: 3 clusters Score -6415538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -6415534.000000 Penalty: 5383.097656
	Iteration 86Q: 3 clusters Score -6415534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -6415549.000000 Penalty: 5383.097656
	Iteration 87Q: 3 clusters Score -6415549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -6415541.000000 Penalty: 5383.097656
	Iteration 88Q: 3 clusters Score -6415541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -6415547.500000 Penalty: 5383.097656
	Iteration 89Q: 3 clusters Score -6415548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -6415546.500000 Penalty: 5383.097656
	Iteration 90Q: 3 clusters Score -6415546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6415549.000000 Penalty: 5383.097656
	Iteration 91Q: 3 clusters Score -6415549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -6415556.500000 Penalty: 5383.097656
	Iteration 92Q: 3 clusters Score -6415556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -6415550.500000 Penalty: 5383.097656
	Iteration 93Q: 3 clusters Score -6415550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -6415548.500000 Penalty: 5383.097656
	Iteration 94Q: 3 clusters Score -6415548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -6415547.500000 Penalty: 5383.097656
	Iteration 95Q: 3 clusters Score -6415548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -6415551.000000 Penalty: 5383.097656
	Iteration 96Q: 3 clusters Score -6415551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -6415551.000000 Penalty: 5383.097656
	Iteration 97Q: 3 clusters Score -6415551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -6415555.500000 Penalty: 5383.097656
	Iteration 98Q: 3 clusters Score -6415556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -6415562.500000 Penalty: 5383.097656
	Iteration 99Q: 3 clusters Score -6415562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -6415562.500000 Penalty: 5383.097656
	Iteration 100F: 3 clusters Score -6415562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -272624.687500 Penalty: 1895.107910
	Iteration 0F: 2 clusters Score -272624.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -269915.812500 Penalty: 3790.215820
	Iteration 0F: 3 clusters Score -269915.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -270454.468750 Penalty: 3790.215820
	Iteration 1F: 3 clusters Score -270454.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -270619.031250 Penalty: 3790.215820
	Iteration 2F: 3 clusters Score -270619 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -270755.781250 Penalty: 3790.215820
	Iteration 3F: 3 clusters Score -270755.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -270851.968750 Penalty: 3790.215820
	Iteration 4Q: 3 clusters Score -270852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -270932.187500 Penalty: 3790.215820
	Iteration 5Q: 3 clusters Score -270932.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -270992.281250 Penalty: 3790.215820
	Iteration 6Q: 3 clusters Score -270992.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -271021.875000 Penalty: 3790.215820
	Iteration 7Q: 3 clusters Score -271021.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -271041.687500 Penalty: 3790.215820
	Iteration 8Q: 3 clusters Score -271041.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -271057.875000 Penalty: 3790.215820
	Iteration 9Q: 3 clusters Score -271057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -271068.437500 Penalty: 3790.215820
	Iteration 10Q: 3 clusters Score -271068.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -271079.718750 Penalty: 3790.215820
	Iteration 11Q: 3 clusters Score -271079.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -271088.968750 Penalty: 3790.215820
	Iteration 12Q: 3 clusters Score -271089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -271095.812500 Penalty: 3790.215820
	Iteration 13Q: 3 clusters Score -271095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -271100.281250 Penalty: 3790.215820
	Iteration 14Q: 3 clusters Score -271100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -271104.312500 Penalty: 3790.215820
	Iteration 15Q: 3 clusters Score -271104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -271108.437500 Penalty: 3790.215820
	Iteration 16Q: 3 clusters Score -271108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -271110.312500 Penalty: 3790.215820
	Iteration 17Q: 3 clusters Score -271110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -271111.875000 Penalty: 3790.215820
	Iteration 18Q: 3 clusters Score -271111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -271113.937500 Penalty: 3790.215820
	Iteration 19Q: 3 clusters Score -271113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -271115.781250 Penalty: 3790.215820
	Iteration 20F: 3 clusters Score -271115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -271119.250000 Penalty: 3790.215820
	Iteration 21Q: 3 clusters Score -271119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -271121.812500 Penalty: 3790.215820
	Iteration 22Q: 3 clusters Score -271121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -271123.468750 Penalty: 3790.215820
	Iteration 23Q: 3 clusters Score -271123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -271125.000000 Penalty: 3790.215820
	Iteration 24Q: 3 clusters Score -271125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -271125.937500 Penalty: 3790.215820
	Iteration 25Q: 3 clusters Score -271125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -271127.875000 Penalty: 3790.215820
	Iteration 26Q: 3 clusters Score -271127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -271127.875000 Penalty: 3790.215820
	Iteration 27F: 3 clusters Score -271127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Entering Unmasked Estep 
Score: -7369725.500000 Penalty: 2707.860107
	Iteration 0F: 2 clusters Score -7369726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -7332671.000000 Penalty: 5415.720215
	Iteration 0F: 3 clusters Score -7332671 nChanged 25572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -7346910.000000 Penalty: 5415.720215
	Iteration 1F: 3 clusters Score -7346910 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -7347595.000000 Penalty: 5415.720215
	Iteration 2Q: 3 clusters Score -7347595 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -7348385.000000 Penalty: 5415.720215
	Iteration 3Q: 3 clusters Score -7348385 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -7349286.000000 Penalty: 5415.720215
	Iteration 4Q: 3 clusters Score -7349286 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -7350479.000000 Penalty: 5415.720215
	Iteration 5Q: 3 clusters Score -7350479 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -7351985.500000 Penalty: 5415.720215
	Iteration 6F: 3 clusters Score -7351986 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -7353720.000000 Penalty: 5415.720215
	Iteration 7F: 3 clusters Score -7353720 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -7355713.000000 Penalty: 5415.720215
	Iteration 8F: 3 clusters Score -7355713 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -7357910.500000 Penalty: 5415.720215
	Iteration 9F: 3 clusters Score -7357910 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7360332.500000 Penalty: 5415.720215
	Iteration 10F: 3 clusters Score -7360332 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -7362238.500000 Penalty: 5415.720215
	Iteration 11Q: 3 clusters Score -7362238 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7363278.500000 Penalty: 5415.720215
	Iteration 12Q: 3 clusters Score -7363278 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -7363810.000000 Penalty: 5415.720215
	Iteration 13Q: 3 clusters Score -7363810 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -7364162.500000 Penalty: 5415.720215
	Iteration 14Q: 3 clusters Score -7364162 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -7364461.500000 Penalty: 5415.720215
	Iteration 15Q: 3 clusters Score -7364462 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -7364717.500000 Penalty: 5415.720215
	Iteration 16Q: 3 clusters Score -7364718 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -7364947.000000 Penalty: 5415.720215
	Iteration 17Q: 3 clusters Score -7364947 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -7365165.500000 Penalty: 5415.720215
	Iteration 18Q: 3 clusters Score -7365166 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -7365317.500000 Penalty: 5415.720215
	Iteration 19Q: 3 clusters Score -7365318 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -7365434.500000 Penalty: 5415.720215
	Iteration 20F: 3 clusters Score -7365434 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -7365580.500000 Penalty: 5415.720215
	Iteration 21Q: 3 clusters Score -7365580 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -7365689.500000 Penalty: 5415.720215
	Iteration 22Q: 3 clusters Score -7365690 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -7365779.500000 Penalty: 5415.720215
	Iteration 23Q: 3 clusters Score -7365780 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -7365857.500000 Penalty: 5415.720215
	Iteration 24Q: 3 clusters Score -7365858 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -7365901.000000 Penalty: 5415.720215
	Iteration 25Q: 3 clusters Score -7365901 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -7365981.000000 Penalty: 5415.720215
	Iteration 26Q: 3 clusters Score -7365981 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -7366034.500000 Penalty: 5415.720215
	Iteration 27Q: 3 clusters Score -7366034 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -7366132.000000 Penalty: 5415.720215
	Iteration 28Q: 3 clusters Score -7366132 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -7366195.500000 Penalty: 5415.720215
	Iteration 29Q: 3 clusters Score -7366196 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -7366283.500000 Penalty: 5415.720215
	Iteration 30Q: 3 clusters Score -7366284 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -7366319.000000 Penalty: 5415.720215
	Iteration 31Q: 3 clusters Score -7366319 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -7366392.500000 Penalty: 5415.720215
	Iteration 32Q: 3 clusters Score -7366392 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -7366451.500000 Penalty: 5415.720215
	Iteration 33Q: 3 clusters Score -7366452 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -7366551.500000 Penalty: 5415.720215
	Iteration 34Q: 3 clusters Score -7366552 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -7366619.500000 Penalty: 5415.720215
	Iteration 35Q: 3 clusters Score -7366620 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -7366729.500000 Penalty: 5415.720215
	Iteration 36Q: 3 clusters Score -7366730 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -7366786.000000 Penalty: 5415.720215
	Iteration 37Q: 3 clusters Score -7366786 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -7366832.500000 Penalty: 5415.720215
	Iteration 38Q: 3 clusters Score -7366832 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -7366892.500000 Penalty: 5415.720215
	Iteration 39Q: 3 clusters Score -7366892 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -7366922.000000 Penalty: 5415.720215
	Iteration 40F: 3 clusters Score -7366922 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -7367004.500000 Penalty: 5415.720215
	Iteration 41Q: 3 clusters Score -7367004 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -7367034.500000 Penalty: 5415.720215
	Iteration 42Q: 3 clusters Score -7367034 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -7367097.500000 Penalty: 5415.720215
	Iteration 43Q: 3 clusters Score -7367098 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -7367134.500000 Penalty: 5415.720215
	Iteration 44Q: 3 clusters Score -7367134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -7367164.500000 Penalty: 5415.720215
	Iteration 45Q: 3 clusters Score -7367164 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -7367171.000000 Penalty: 5415.720215
	Iteration 46Q: 3 clusters Score -7367171 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -7367204.000000 Penalty: 5415.720215
	Iteration 47Q: 3 clusters Score -7367204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -7367224.000000 Penalty: 5415.720215
	Iteration 48Q: 3 clusters Score -7367224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -7367253.000000 Penalty: 5415.720215
	Iteration 49Q: 3 clusters Score -7367253 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7367275.500000 Penalty: 5415.720215
	Iteration 50Q: 3 clusters Score -7367276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -7367258.000000 Penalty: 5415.720215
	Iteration 51Q: 3 clusters Score -7367258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -7367289.000000 Penalty: 5415.720215
	Iteration 52Q: 3 clusters Score -7367289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -7367312.500000 Penalty: 5415.720215
	Iteration 53Q: 3 clusters Score -7367312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -7367329.500000 Penalty: 5415.720215
	Iteration 54Q: 3 clusters Score -7367330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -7367337.000000 Penalty: 5415.720215
	Iteration 55Q: 3 clusters Score -7367337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -7367369.000000 Penalty: 5415.720215
	Iteration 56Q: 3 clusters Score -7367369 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -7367388.500000 Penalty: 5415.720215
	Iteration 57Q: 3 clusters Score -7367388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -7367391.000000 Penalty: 5415.720215
	Iteration 58Q: 3 clusters Score -7367391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -7367402.500000 Penalty: 5415.720215
	Iteration 59Q: 3 clusters Score -7367402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -7367401.500000 Penalty: 5415.720215
	Iteration 60F: 3 clusters Score -7367402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -7367415.500000 Penalty: 5415.720215
	Iteration 61Q: 3 clusters Score -7367416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -7367414.000000 Penalty: 5415.720215
	Iteration 62Q: 3 clusters Score -7367414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -7367417.000000 Penalty: 5415.720215
	Iteration 63Q: 3 clusters Score -7367417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -7367416.500000 Penalty: 5415.720215
	Iteration 64Q: 3 clusters Score -7367416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -7367423.000000 Penalty: 5415.720215
	Iteration 65Q: 3 clusters Score -7367423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -7367430.000000 Penalty: 5415.720215
	Iteration 66Q: 3 clusters Score -7367430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -7367419.500000 Penalty: 5415.720215
	Iteration 67Q: 3 clusters Score -7367420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -7367431.500000 Penalty: 5415.720215
	Iteration 68Q: 3 clusters Score -7367432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -7367444.500000 Penalty: 5415.720215
	Iteration 69Q: 3 clusters Score -7367444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -7367456.500000 Penalty: 5415.720215
	Iteration 70Q: 3 clusters Score -7367456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -7367444.000000 Penalty: 5415.720215
	Iteration 71Q: 3 clusters Score -7367444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -7367455.500000 Penalty: 5415.720215
	Iteration 72Q: 3 clusters Score -7367456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -7367469.500000 Penalty: 5415.720215
	Iteration 73Q: 3 clusters Score -7367470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -7367470.500000 Penalty: 5415.720215
	Iteration 74Q: 3 clusters Score -7367470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -7367471.500000 Penalty: 5415.720215
	Iteration 75Q: 3 clusters Score -7367472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -7367474.500000 Penalty: 5415.720215
	Iteration 76Q: 3 clusters Score -7367474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -7367484.500000 Penalty: 5415.720215
	Iteration 77Q: 3 clusters Score -7367484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -7367487.000000 Penalty: 5415.720215
	Iteration 78Q: 3 clusters Score -7367487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -7367473.500000 Penalty: 5415.720215
	Iteration 79Q: 3 clusters Score -7367474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -7367493.500000 Penalty: 5415.720215
	Iteration 80F: 3 clusters Score -7367494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -7367505.000000 Penalty: 5415.720215
	Iteration 81Q: 3 clusters Score -7367505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -7367513.500000 Penalty: 5415.720215
	Iteration 82Q: 3 clusters Score -7367514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -7367513.500000 Penalty: 5415.720215
	Iteration 83Q: 3 clusters Score -7367514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -7367510.000000 Penalty: 5415.720215
	Iteration 84Q: 3 clusters Score -7367510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -7367518.500000 Penalty: 5415.720215
	Iteration 85Q: 3 clusters Score -7367518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -7367518.500000 Penalty: 5415.720215
	Iteration 86F: 3 clusters Score -7367518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -57342.195312 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -57342.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55905.957031 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -55905.96 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56238.761719 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -56238.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56366.820312 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -56366.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56503.378906 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -56503.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56561.015625 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -56561.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56610.910156 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -56610.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56638.976562 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -56638.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56653.078125 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -56653.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56658.136719 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -56658.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56658.136719 Penalty: 3076.457764
	Iteration 9F: 3 clusters Score -56658.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -803046.250000 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -803046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -797599.812500 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -797599.8 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -799034.500000 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -799034.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -799337.875000 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -799337.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -799532.562500 Penalty: 4347.666992
	Iteration 3F: 3 clusters Score -799532.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -799666.062500 Penalty: 4347.666992
	Iteration 4Q: 3 clusters Score -799666.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -799759.312500 Penalty: 4347.666992
	Iteration 5Q: 3 clusters Score -799759.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -799852.625000 Penalty: 4347.666992
	Iteration 6Q: 3 clusters Score -799852.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -799948.625000 Penalty: 4347.666992
	Iteration 7Q: 3 clusters Score -799948.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -800036.500000 Penalty: 4347.666992
	Iteration 8Q: 3 clusters Score -800036.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -800129.937500 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -800129.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -800228.437500 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -800228.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -800323.500000 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -800323.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -800402.937500 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -800402.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -800488.750000 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -800488.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -800594.750000 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -800594.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -800727.375000 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -800727.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -800860.500000 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -800860.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -800984.437500 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -800984.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -801092.562500 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -801092.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -801183.562500 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -801183.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -801240.750000 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -801240.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -801278.000000 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -801278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -801307.937500 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -801307.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -801338.562500 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -801338.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -801359.937500 Penalty: 4347.666992
	Iteration 24Q: 3 clusters Score -801359.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -801378.437500 Penalty: 4347.666992
	Iteration 25Q: 3 clusters Score -801378.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -801395.375000 Penalty: 4347.666992
	Iteration 26Q: 3 clusters Score -801395.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -801411.250000 Penalty: 4347.666992
	Iteration 27Q: 3 clusters Score -801411.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -801423.562500 Penalty: 4347.666992
	Iteration 28Q: 3 clusters Score -801423.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -801429.250000 Penalty: 4347.666992
	Iteration 29Q: 3 clusters Score -801429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -801432.500000 Penalty: 4347.666992
	Iteration 30Q: 3 clusters Score -801432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -801434.937500 Penalty: 4347.666992
	Iteration 31Q: 3 clusters Score -801434.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -801438.437500 Penalty: 4347.666992
	Iteration 32Q: 3 clusters Score -801438.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -801440.187500 Penalty: 4347.666992
	Iteration 33Q: 3 clusters Score -801440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -801444.312500 Penalty: 4347.666992
	Iteration 34Q: 3 clusters Score -801444.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -801446.500000 Penalty: 4347.666992
	Iteration 35Q: 3 clusters Score -801446.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -801448.687500 Penalty: 4347.666992
	Iteration 36Q: 3 clusters Score -801448.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -801452.437500 Penalty: 4347.666992
	Iteration 37Q: 3 clusters Score -801452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -801455.500000 Penalty: 4347.666992
	Iteration 38Q: 3 clusters Score -801455.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -801458.500000 Penalty: 4347.666992
	Iteration 39Q: 3 clusters Score -801458.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -801464.750000 Penalty: 4347.666992
	Iteration 40F: 3 clusters Score -801464.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -801468.000000 Penalty: 4347.666992
	Iteration 41Q: 3 clusters Score -801468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -801473.750000 Penalty: 4347.666992
	Iteration 42Q: 3 clusters Score -801473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -801478.562500 Penalty: 4347.666992
	Iteration 43Q: 3 clusters Score -801478.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -801483.812500 Penalty: 4347.666992
	Iteration 44Q: 3 clusters Score -801483.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -801486.437500 Penalty: 4347.666992
	Iteration 45Q: 3 clusters Score -801486.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -801490.687500 Penalty: 4347.666992
	Iteration 46Q: 3 clusters Score -801490.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -801493.812500 Penalty: 4347.666992
	Iteration 47Q: 3 clusters Score -801493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -801498.562500 Penalty: 4347.666992
	Iteration 48Q: 3 clusters Score -801498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -801499.125000 Penalty: 4347.666992
	Iteration 49Q: 3 clusters Score -801499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -801498.937500 Penalty: 4347.666992
	Iteration 50Q: 3 clusters Score -801498.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -801499.625000 Penalty: 4347.666992
	Iteration 51Q: 3 clusters Score -801499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -801500.250000 Penalty: 4347.666992
	Iteration 52Q: 3 clusters Score -801500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -801502.062500 Penalty: 4347.666992
	Iteration 53Q: 3 clusters Score -801502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -801500.875000 Penalty: 4347.666992
	Iteration 54Q: 3 clusters Score -801500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -801501.437500 Penalty: 4347.666992
	Iteration 55Q: 3 clusters Score -801501.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -801501.437500 Penalty: 4347.666992
	Iteration 56F: 3 clusters Score -801501.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Entering Unmasked Estep 
Score: -5199220.500000 Penalty: 2619.123535
	Iteration 0F: 2 clusters Score -5199220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5172924.000000 Penalty: 5238.247070
	Iteration 0F: 3 clusters Score -5172924 nChanged 17805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -5182821.500000 Penalty: 5238.247070
	Iteration 1F: 3 clusters Score -5182822 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -5183543.000000 Penalty: 5238.247070
	Iteration 2Q: 3 clusters Score -5183543 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -5184188.500000 Penalty: 5238.247070
	Iteration 3Q: 3 clusters Score -5184188 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -5185004.500000 Penalty: 5238.247070
	Iteration 4Q: 3 clusters Score -5185004 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -5185949.000000 Penalty: 5238.247070
	Iteration 5F: 3 clusters Score -5185949 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5187175.000000 Penalty: 5238.247070
	Iteration 6F: 3 clusters Score -5187175 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5188593.000000 Penalty: 5238.247070
	Iteration 7F: 3 clusters Score -5188593 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5190086.500000 Penalty: 5238.247070
	Iteration 8F: 3 clusters Score -5190086 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5191563.500000 Penalty: 5238.247070
	Iteration 9F: 3 clusters Score -5191564 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -5192711.500000 Penalty: 5238.247070
	Iteration 10Q: 3 clusters Score -5192712 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -5193480.000000 Penalty: 5238.247070
	Iteration 11Q: 3 clusters Score -5193480 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -5193975.000000 Penalty: 5238.247070
	Iteration 12Q: 3 clusters Score -5193975 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -5194313.000000 Penalty: 5238.247070
	Iteration 13Q: 3 clusters Score -5194313 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -5194591.500000 Penalty: 5238.247070
	Iteration 14Q: 3 clusters Score -5194592 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -5194762.500000 Penalty: 5238.247070
	Iteration 15Q: 3 clusters Score -5194762 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -5194982.000000 Penalty: 5238.247070
	Iteration 16Q: 3 clusters Score -5194982 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5195157.000000 Penalty: 5238.247070
	Iteration 17Q: 3 clusters Score -5195157 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -5195383.000000 Penalty: 5238.247070
	Iteration 18Q: 3 clusters Score -5195383 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -5195588.000000 Penalty: 5238.247070
	Iteration 19Q: 3 clusters Score -5195588 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -5195791.000000 Penalty: 5238.247070
	Iteration 20F: 3 clusters Score -5195791 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -5195956.000000 Penalty: 5238.247070
	Iteration 21Q: 3 clusters Score -5195956 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -5196141.500000 Penalty: 5238.247070
	Iteration 22Q: 3 clusters Score -5196142 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5196311.500000 Penalty: 5238.247070
	Iteration 23Q: 3 clusters Score -5196312 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -5196442.000000 Penalty: 5238.247070
	Iteration 24Q: 3 clusters Score -5196442 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5196574.000000 Penalty: 5238.247070
	Iteration 25Q: 3 clusters Score -5196574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5196669.500000 Penalty: 5238.247070
	Iteration 26Q: 3 clusters Score -5196670 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5196723.000000 Penalty: 5238.247070
	Iteration 27Q: 3 clusters Score -5196723 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5196784.000000 Penalty: 5238.247070
	Iteration 28Q: 3 clusters Score -5196784 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5196866.500000 Penalty: 5238.247070
	Iteration 29Q: 3 clusters Score -5196866 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5196902.000000 Penalty: 5238.247070
	Iteration 30Q: 3 clusters Score -5196902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5196916.500000 Penalty: 5238.247070
	Iteration 31Q: 3 clusters Score -5196916 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5196947.500000 Penalty: 5238.247070
	Iteration 32Q: 3 clusters Score -5196948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5196963.000000 Penalty: 5238.247070
	Iteration 33Q: 3 clusters Score -5196963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5196972.000000 Penalty: 5238.247070
	Iteration 34Q: 3 clusters Score -5196972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5196986.500000 Penalty: 5238.247070
	Iteration 35Q: 3 clusters Score -5196986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5197005.500000 Penalty: 5238.247070
	Iteration 36Q: 3 clusters Score -5197006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5197023.500000 Penalty: 5238.247070
	Iteration 37Q: 3 clusters Score -5197024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5197031.000000 Penalty: 5238.247070
	Iteration 38Q: 3 clusters Score -5197031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5197050.000000 Penalty: 5238.247070
	Iteration 39Q: 3 clusters Score -5197050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5197070.000000 Penalty: 5238.247070
	Iteration 40F: 3 clusters Score -5197070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5197062.500000 Penalty: 5238.247070
	Iteration 41Q: 3 clusters Score -5197062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5197084.500000 Penalty: 5238.247070
	Iteration 42Q: 3 clusters Score -5197084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5197107.500000 Penalty: 5238.247070
	Iteration 43Q: 3 clusters Score -5197108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5197106.000000 Penalty: 5238.247070
	Iteration 44Q: 3 clusters Score -5197106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5197107.500000 Penalty: 5238.247070
	Iteration 45Q: 3 clusters Score -5197108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5197113.500000 Penalty: 5238.247070
	Iteration 46Q: 3 clusters Score -5197114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5197119.500000 Penalty: 5238.247070
	Iteration 47Q: 3 clusters Score -5197120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5197120.500000 Penalty: 5238.247070
	Iteration 48Q: 3 clusters Score -5197120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5197136.500000 Penalty: 5238.247070
	Iteration 49Q: 3 clusters Score -5197136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5197139.500000 Penalty: 5238.247070
	Iteration 50Q: 3 clusters Score -5197140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5197139.500000 Penalty: 5238.247070
	Iteration 51Q: 3 clusters Score -5197140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5197138.500000 Penalty: 5238.247070
	Iteration 52Q: 3 clusters Score -5197138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5197131.000000 Penalty: 5238.247070
	Iteration 53Q: 3 clusters Score -5197131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5197128.000000 Penalty: 5238.247070
	Iteration 54Q: 3 clusters Score -5197128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5197134.500000 Penalty: 5238.247070
	Iteration 55Q: 3 clusters Score -5197134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5197138.500000 Penalty: 5238.247070
	Iteration 56Q: 3 clusters Score -5197138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5197141.000000 Penalty: 5238.247070
	Iteration 57Q: 3 clusters Score -5197141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5197142.000000 Penalty: 5238.247070
	Iteration 58Q: 3 clusters Score -5197142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5197141.500000 Penalty: 5238.247070
	Iteration 59Q: 3 clusters Score -5197142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5197152.500000 Penalty: 5238.247070
	Iteration 60F: 3 clusters Score -5197152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5197151.000000 Penalty: 5238.247070
	Iteration 61Q: 3 clusters Score -5197151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5197148.500000 Penalty: 5238.247070
	Iteration 62Q: 3 clusters Score -5197148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5197148.500000 Penalty: 5238.247070
	Iteration 63Q: 3 clusters Score -5197148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5197148.500000 Penalty: 5238.247070
	Iteration 64F: 3 clusters Score -5197148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Entering Unmasked Estep 
Score: -10196333.000000 Penalty: 2789.179443
	Iteration 0F: 2 clusters Score -1.019633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -10144786.000000 Penalty: 5578.358887
	Iteration 0F: 3 clusters Score -1.014479e+07 nChanged 35926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -10165472.000000 Penalty: 5578.358887
	Iteration 1F: 3 clusters Score -1.016547e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -10166288.000000 Penalty: 5578.358887
	Iteration 2Q: 3 clusters Score -1.016629e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -10167202.000000 Penalty: 5578.358887
	Iteration 3Q: 3 clusters Score -1.01672e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -10168523.000000 Penalty: 5578.358887
	Iteration 4Q: 3 clusters Score -1.016852e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -10170106.000000 Penalty: 5578.358887
	Iteration 5Q: 3 clusters Score -1.017011e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -10172270.000000 Penalty: 5578.358887
	Iteration 6Q: 3 clusters Score -1.017227e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -10175003.000000 Penalty: 5578.358887
	Iteration 7F: 3 clusters Score -1.0175e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -10178072.000000 Penalty: 5578.358887
	Iteration 8F: 3 clusters Score -1.017807e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -10180971.000000 Penalty: 5578.358887
	Iteration 9F: 3 clusters Score -1.018097e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -10183001.000000 Penalty: 5578.358887
	Iteration 10Q: 3 clusters Score -1.0183e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -10184378.000000 Penalty: 5578.358887
	Iteration 11Q: 3 clusters Score -1.018438e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -10185298.000000 Penalty: 5578.358887
	Iteration 12Q: 3 clusters Score -1.01853e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -10185972.000000 Penalty: 5578.358887
	Iteration 13Q: 3 clusters Score -1.018597e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -10186735.000000 Penalty: 5578.358887
	Iteration 14Q: 3 clusters Score -1.018674e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -10187546.000000 Penalty: 5578.358887
	Iteration 15Q: 3 clusters Score -1.018755e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -10188372.000000 Penalty: 5578.358887
	Iteration 16Q: 3 clusters Score -1.018837e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -10189274.000000 Penalty: 5578.358887
	Iteration 17Q: 3 clusters Score -1.018927e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -10190218.000000 Penalty: 5578.358887
	Iteration 18Q: 3 clusters Score -1.019022e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -10191212.000000 Penalty: 5578.358887
	Iteration 19Q: 3 clusters Score -1.019121e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -10192034.000000 Penalty: 5578.358887
	Iteration 20F: 3 clusters Score -1.019203e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -10192688.000000 Penalty: 5578.358887
	Iteration 21Q: 3 clusters Score -1.019269e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -10193165.000000 Penalty: 5578.358887
	Iteration 22Q: 3 clusters Score -1.019316e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -10193549.000000 Penalty: 5578.358887
	Iteration 23Q: 3 clusters Score -1.019355e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -10193797.000000 Penalty: 5578.358887
	Iteration 24Q: 3 clusters Score -1.01938e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -10193984.000000 Penalty: 5578.358887
	Iteration 25Q: 3 clusters Score -1.019398e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -10194120.000000 Penalty: 5578.358887
	Iteration 26Q: 3 clusters Score -1.019412e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -10194173.000000 Penalty: 5578.358887
	Iteration 27Q: 3 clusters Score -1.019417e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -10194232.000000 Penalty: 5578.358887
	Iteration 28Q: 3 clusters Score -1.019423e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -10194314.000000 Penalty: 5578.358887
	Iteration 29Q: 3 clusters Score -1.019431e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -10194388.000000 Penalty: 5578.358887
	Iteration 30Q: 3 clusters Score -1.019439e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -10194404.000000 Penalty: 5578.358887
	Iteration 31Q: 3 clusters Score -1.01944e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -10194410.000000 Penalty: 5578.358887
	Iteration 32Q: 3 clusters Score -1.019441e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -10194409.000000 Penalty: 5578.358887
	Iteration 33Q: 3 clusters Score -1.019441e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -10194416.000000 Penalty: 5578.358887
	Iteration 34Q: 3 clusters Score -1.019442e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -10194426.000000 Penalty: 5578.358887
	Iteration 35Q: 3 clusters Score -1.019443e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -10194432.000000 Penalty: 5578.358887
	Iteration 36Q: 3 clusters Score -1.019443e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -10194453.000000 Penalty: 5578.358887
	Iteration 37Q: 3 clusters Score -1.019445e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -10194447.000000 Penalty: 5578.358887
	Iteration 38Q: 3 clusters Score -1.019445e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -10194461.000000 Penalty: 5578.358887
	Iteration 39Q: 3 clusters Score -1.019446e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -10194481.000000 Penalty: 5578.358887
	Iteration 40F: 3 clusters Score -1.019448e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -10194484.000000 Penalty: 5578.358887
	Iteration 41Q: 3 clusters Score -1.019448e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -10194503.000000 Penalty: 5578.358887
	Iteration 42Q: 3 clusters Score -1.01945e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -10194505.000000 Penalty: 5578.358887
	Iteration 43Q: 3 clusters Score -1.01945e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -10194523.000000 Penalty: 5578.358887
	Iteration 44Q: 3 clusters Score -1.019452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -10194529.000000 Penalty: 5578.358887
	Iteration 45Q: 3 clusters Score -1.019453e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -10194503.000000 Penalty: 5578.358887
	Iteration 46Q: 3 clusters Score -1.01945e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -10194514.000000 Penalty: 5578.358887
	Iteration 47Q: 3 clusters Score -1.019451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -10194503.000000 Penalty: 5578.358887
	Iteration 48Q: 3 clusters Score -1.01945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -10194507.000000 Penalty: 5578.358887
	Iteration 49Q: 3 clusters Score -1.019451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -10194517.000000 Penalty: 5578.358887
	Iteration 50Q: 3 clusters Score -1.019452e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -10194520.000000 Penalty: 5578.358887
	Iteration 51Q: 3 clusters Score -1.019452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -10194512.000000 Penalty: 5578.358887
	Iteration 52Q: 3 clusters Score -1.019451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -10194510.000000 Penalty: 5578.358887
	Iteration 53Q: 3 clusters Score -1.019451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -10194500.000000 Penalty: 5578.358887
	Iteration 54Q: 3 clusters Score -1.01945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -10194506.000000 Penalty: 5578.358887
	Iteration 55Q: 3 clusters Score -1.019451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -10194508.000000 Penalty: 5578.358887
	Iteration 56Q: 3 clusters Score -1.019451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -10194503.000000 Penalty: 5578.358887
	Iteration 57Q: 3 clusters Score -1.01945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -10194503.000000 Penalty: 5578.358887
	Iteration 58Q: 3 clusters Score -1.01945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -10194497.000000 Penalty: 5578.358887
	Iteration 59Q: 3 clusters Score -1.01945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -10194504.000000 Penalty: 5578.358887
	Iteration 60F: 3 clusters Score -1.01945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -10194502.000000 Penalty: 5578.358887
	Iteration 61Q: 3 clusters Score -1.01945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -10194504.000000 Penalty: 5578.358887
	Iteration 62Q: 3 clusters Score -1.01945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -10194507.000000 Penalty: 5578.358887
	Iteration 63Q: 3 clusters Score -1.019451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -10194501.000000 Penalty: 5578.358887
	Iteration 64Q: 3 clusters Score -1.01945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -10194501.000000 Penalty: 5578.358887
	Iteration 65Q: 3 clusters Score -1.01945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -10194505.000000 Penalty: 5578.358887
	Iteration 66Q: 3 clusters Score -1.01945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -10194505.000000 Penalty: 5578.358887
	Iteration 67F: 3 clusters Score -1.01945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Entering Unmasked Estep 
Score: -5177950.000000 Penalty: 2625.635742
	Iteration 0F: 2 clusters Score -5177950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -5151189.000000 Penalty: 5251.271484
	Iteration 0F: 3 clusters Score -5151189 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5161046.500000 Penalty: 5251.271484
	Iteration 1F: 3 clusters Score -5161046 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5161638.500000 Penalty: 5251.271484
	Iteration 2Q: 3 clusters Score -5161638 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5162327.000000 Penalty: 5251.271484
	Iteration 3Q: 3 clusters Score -5162327 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -5163265.000000 Penalty: 5251.271484
	Iteration 4Q: 3 clusters Score -5163265 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -5164567.000000 Penalty: 5251.271484
	Iteration 5F: 3 clusters Score -5164567 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5166379.000000 Penalty: 5251.271484
	Iteration 6F: 3 clusters Score -5166379 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5168678.000000 Penalty: 5251.271484
	Iteration 7F: 3 clusters Score -5168678 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -5170979.500000 Penalty: 5251.271484
	Iteration 8F: 3 clusters Score -5170980 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -5172856.500000 Penalty: 5251.271484
	Iteration 9F: 3 clusters Score -5172856 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5174196.500000 Penalty: 5251.271484
	Iteration 10Q: 3 clusters Score -5174196 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5174861.500000 Penalty: 5251.271484
	Iteration 11Q: 3 clusters Score -5174862 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -5175198.500000 Penalty: 5251.271484
	Iteration 12Q: 3 clusters Score -5175198 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5175388.000000 Penalty: 5251.271484
	Iteration 13Q: 3 clusters Score -5175388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -5175477.000000 Penalty: 5251.271484
	Iteration 14Q: 3 clusters Score -5175477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -5175526.000000 Penalty: 5251.271484
	Iteration 15Q: 3 clusters Score -5175526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -5175573.000000 Penalty: 5251.271484
	Iteration 16Q: 3 clusters Score -5175573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5175596.500000 Penalty: 5251.271484
	Iteration 17Q: 3 clusters Score -5175596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -5175621.500000 Penalty: 5251.271484
	Iteration 18Q: 3 clusters Score -5175622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -5175631.000000 Penalty: 5251.271484
	Iteration 19Q: 3 clusters Score -5175631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5175634.000000 Penalty: 5251.271484
	Iteration 20F: 3 clusters Score -5175634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5175637.500000 Penalty: 5251.271484
	Iteration 21Q: 3 clusters Score -5175638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -5175646.500000 Penalty: 5251.271484
	Iteration 22Q: 3 clusters Score -5175646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -5175658.000000 Penalty: 5251.271484
	Iteration 23Q: 3 clusters Score -5175658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5175657.000000 Penalty: 5251.271484
	Iteration 24Q: 3 clusters Score -5175657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -5175660.500000 Penalty: 5251.271484
	Iteration 25Q: 3 clusters Score -5175660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5175668.000000 Penalty: 5251.271484
	Iteration 26Q: 3 clusters Score -5175668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -5175675.000000 Penalty: 5251.271484
	Iteration 27Q: 3 clusters Score -5175675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5175680.000000 Penalty: 5251.271484
	Iteration 28Q: 3 clusters Score -5175680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -5175685.500000 Penalty: 5251.271484
	Iteration 29Q: 3 clusters Score -5175686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -5175696.500000 Penalty: 5251.271484
	Iteration 30Q: 3 clusters Score -5175696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5175706.500000 Penalty: 5251.271484
	Iteration 31Q: 3 clusters Score -5175706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -5175710.000000 Penalty: 5251.271484
	Iteration 32Q: 3 clusters Score -5175710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5175716.000000 Penalty: 5251.271484
	Iteration 33Q: 3 clusters Score -5175716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -5175715.500000 Penalty: 5251.271484
	Iteration 34Q: 3 clusters Score -5175716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5175712.000000 Penalty: 5251.271484
	Iteration 35Q: 3 clusters Score -5175712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5175712.000000 Penalty: 5251.271484
	Iteration 36F: 3 clusters Score -5175712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -441536.375000 Penalty: 2024.304077
	Iteration 0F: 2 clusters Score -441536.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -437968.875000 Penalty: 4048.608154
	Iteration 0F: 3 clusters Score -437968.9 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -438789.156250 Penalty: 4048.608154
	Iteration 1F: 3 clusters Score -438789.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -439064.343750 Penalty: 4048.608154
	Iteration 2F: 3 clusters Score -439064.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -439248.843750 Penalty: 4048.608154
	Iteration 3F: 3 clusters Score -439248.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -439438.343750 Penalty: 4048.608154
	Iteration 4F: 3 clusters Score -439438.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -439608.562500 Penalty: 4048.608154
	Iteration 5Q: 3 clusters Score -439608.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -439802.218750 Penalty: 4048.608154
	Iteration 6Q: 3 clusters Score -439802.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -440051.562500 Penalty: 4048.608154
	Iteration 7Q: 3 clusters Score -440051.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -440287.375000 Penalty: 4048.608154
	Iteration 8F: 3 clusters Score -440287.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -440561.875000 Penalty: 4048.608154
	Iteration 9Q: 3 clusters Score -440561.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -440887.625000 Penalty: 4048.608154
	Iteration 10F: 3 clusters Score -440887.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -441254.312500 Penalty: 4048.608154
	Iteration 11F: 3 clusters Score -441254.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -441530.093750 Penalty: 4048.608154
	Iteration 12Q: 3 clusters Score -441530.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -441679.468750 Penalty: 4048.608154
	Iteration 13Q: 3 clusters Score -441679.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -441737.250000 Penalty: 4048.608154
	Iteration 14Q: 3 clusters Score -441737.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -441763.218750 Penalty: 4048.608154
	Iteration 15Q: 3 clusters Score -441763.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -441774.625000 Penalty: 4048.608154
	Iteration 16Q: 3 clusters Score -441774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -441776.718750 Penalty: 4048.608154
	Iteration 17Q: 3 clusters Score -441776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -441777.656250 Penalty: 4048.608154
	Iteration 18Q: 3 clusters Score -441777.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -441778.625000 Penalty: 4048.608154
	Iteration 19Q: 3 clusters Score -441778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -441779.906250 Penalty: 4048.608154
	Iteration 20F: 3 clusters Score -441779.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -441780.031250 Penalty: 4048.608154
	Iteration 21Q: 3 clusters Score -441780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -441781.468750 Penalty: 4048.608154
	Iteration 22Q: 3 clusters Score -441781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -441781.812500 Penalty: 4048.608154
	Iteration 23Q: 3 clusters Score -441781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -441781.812500 Penalty: 4048.608154
	Iteration 24F: 3 clusters Score -441781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224478 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189359 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 51690 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 55204 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 38599 members 
Mstep: Class 17 contains 76626 members 
Mstep: Class 18 contains 39626 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40141 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 27851 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29654 members 
Mstep: Class 29 contains 166766 members 
Mstep: Class 30 contains 1873 members 
Entering Unmasked Estep 
Score: -133245008.000000 Penalty: 102991.429688
Splitting cluster 19 changes total score from -133246088.000000 to -133245008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Entering Unmasked Estep 
Score: -826187.312500 Penalty: 2159.250488
	Iteration 0F: 2 clusters Score -826187.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -820998.187500 Penalty: 4318.500977
	Iteration 0F: 3 clusters Score -820998.2 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -822194.375000 Penalty: 4318.500977
	Iteration 1F: 3 clusters Score -822194.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -822396.875000 Penalty: 4318.500977
	Iteration 2F: 3 clusters Score -822396.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -822534.062500 Penalty: 4318.500977
	Iteration 3Q: 3 clusters Score -822534.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -822633.812500 Penalty: 4318.500977
	Iteration 4Q: 3 clusters Score -822633.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -822716.125000 Penalty: 4318.500977
	Iteration 5Q: 3 clusters Score -822716.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -822774.562500 Penalty: 4318.500977
	Iteration 6Q: 3 clusters Score -822774.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -822824.250000 Penalty: 4318.500977
	Iteration 7Q: 3 clusters Score -822824.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -822869.625000 Penalty: 4318.500977
	Iteration 8Q: 3 clusters Score -822869.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -822912.687500 Penalty: 4318.500977
	Iteration 9Q: 3 clusters Score -822912.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -822946.250000 Penalty: 4318.500977
	Iteration 10Q: 3 clusters Score -822946.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -822977.625000 Penalty: 4318.500977
	Iteration 11Q: 3 clusters Score -822977.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -823005.937500 Penalty: 4318.500977
	Iteration 12Q: 3 clusters Score -823005.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -823037.312500 Penalty: 4318.500977
	Iteration 13Q: 3 clusters Score -823037.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -823057.812500 Penalty: 4318.500977
	Iteration 14Q: 3 clusters Score -823057.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -823077.750000 Penalty: 4318.500977
	Iteration 15Q: 3 clusters Score -823077.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -823096.125000 Penalty: 4318.500977
	Iteration 16Q: 3 clusters Score -823096.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -823110.687500 Penalty: 4318.500977
	Iteration 17Q: 3 clusters Score -823110.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -823120.062500 Penalty: 4318.500977
	Iteration 18Q: 3 clusters Score -823120.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -823133.125000 Penalty: 4318.500977
	Iteration 19Q: 3 clusters Score -823133.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -823143.000000 Penalty: 4318.500977
	Iteration 20F: 3 clusters Score -823143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -823157.437500 Penalty: 4318.500977
	Iteration 21Q: 3 clusters Score -823157.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -823174.687500 Penalty: 4318.500977
	Iteration 22Q: 3 clusters Score -823174.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -823192.312500 Penalty: 4318.500977
	Iteration 23Q: 3 clusters Score -823192.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -823215.812500 Penalty: 4318.500977
	Iteration 24Q: 3 clusters Score -823215.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -823237.250000 Penalty: 4318.500977
	Iteration 25Q: 3 clusters Score -823237.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -823260.687500 Penalty: 4318.500977
	Iteration 26Q: 3 clusters Score -823260.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -823285.250000 Penalty: 4318.500977
	Iteration 27Q: 3 clusters Score -823285.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -823308.500000 Penalty: 4318.500977
	Iteration 28Q: 3 clusters Score -823308.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -823330.250000 Penalty: 4318.500977
	Iteration 29Q: 3 clusters Score -823330.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -823356.562500 Penalty: 4318.500977
	Iteration 30Q: 3 clusters Score -823356.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -823384.187500 Penalty: 4318.500977
	Iteration 31Q: 3 clusters Score -823384.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -823411.187500 Penalty: 4318.500977
	Iteration 32Q: 3 clusters Score -823411.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -823444.937500 Penalty: 4318.500977
	Iteration 33Q: 3 clusters Score -823444.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -823492.812500 Penalty: 4318.500977
	Iteration 34Q: 3 clusters Score -823492.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -823543.437500 Penalty: 4318.500977
	Iteration 35Q: 3 clusters Score -823543.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -823599.187500 Penalty: 4318.500977
	Iteration 36Q: 3 clusters Score -823599.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -823653.437500 Penalty: 4318.500977
	Iteration 37Q: 3 clusters Score -823653.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -823708.625000 Penalty: 4318.500977
	Iteration 38Q: 3 clusters Score -823708.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -823756.125000 Penalty: 4318.500977
	Iteration 39Q: 3 clusters Score -823756.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -823812.750000 Penalty: 4318.500977
	Iteration 40F: 3 clusters Score -823812.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -823866.937500 Penalty: 4318.500977
	Iteration 41Q: 3 clusters Score -823866.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -823920.812500 Penalty: 4318.500977
	Iteration 42Q: 3 clusters Score -823920.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -823977.625000 Penalty: 4318.500977
	Iteration 43Q: 3 clusters Score -823977.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -824017.187500 Penalty: 4318.500977
	Iteration 44Q: 3 clusters Score -824017.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -824057.625000 Penalty: 4318.500977
	Iteration 45Q: 3 clusters Score -824057.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -824097.062500 Penalty: 4318.500977
	Iteration 46Q: 3 clusters Score -824097.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -824125.687500 Penalty: 4318.500977
	Iteration 47Q: 3 clusters Score -824125.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -824137.937500 Penalty: 4318.500977
	Iteration 48Q: 3 clusters Score -824137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -824144.312500 Penalty: 4318.500977
	Iteration 49Q: 3 clusters Score -824144.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -824153.062500 Penalty: 4318.500977
	Iteration 50Q: 3 clusters Score -824153.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -824157.625000 Penalty: 4318.500977
	Iteration 51Q: 3 clusters Score -824157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -824164.937500 Penalty: 4318.500977
	Iteration 52Q: 3 clusters Score -824164.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -824170.062500 Penalty: 4318.500977
	Iteration 53Q: 3 clusters Score -824170.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -824181.062500 Penalty: 4318.500977
	Iteration 54Q: 3 clusters Score -824181.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -824190.937500 Penalty: 4318.500977
	Iteration 55Q: 3 clusters Score -824190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -824196.437500 Penalty: 4318.500977
	Iteration 56Q: 3 clusters Score -824196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -824200.000000 Penalty: 4318.500977
	Iteration 57Q: 3 clusters Score -824200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -824205.312500 Penalty: 4318.500977
	Iteration 58Q: 3 clusters Score -824205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -824209.937500 Penalty: 4318.500977
	Iteration 59Q: 3 clusters Score -824209.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -824215.375000 Penalty: 4318.500977
	Iteration 60F: 3 clusters Score -824215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -824216.437500 Penalty: 4318.500977
	Iteration 61Q: 3 clusters Score -824216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -824218.062500 Penalty: 4318.500977
	Iteration 62Q: 3 clusters Score -824218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -824221.937500 Penalty: 4318.500977
	Iteration 63Q: 3 clusters Score -824221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -824227.500000 Penalty: 4318.500977
	Iteration 64Q: 3 clusters Score -824227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -824229.437500 Penalty: 4318.500977
	Iteration 65Q: 3 clusters Score -824229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -824232.437500 Penalty: 4318.500977
	Iteration 66Q: 3 clusters Score -824232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -824232.687500 Penalty: 4318.500977
	Iteration 67Q: 3 clusters Score -824232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -824233.812500 Penalty: 4318.500977
	Iteration 68Q: 3 clusters Score -824233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -824236.875000 Penalty: 4318.500977
	Iteration 69Q: 3 clusters Score -824236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -824240.500000 Penalty: 4318.500977
	Iteration 70Q: 3 clusters Score -824240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -824247.187500 Penalty: 4318.500977
	Iteration 71Q: 3 clusters Score -824247.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -824255.125000 Penalty: 4318.500977
	Iteration 72Q: 3 clusters Score -824255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -824262.750000 Penalty: 4318.500977
	Iteration 73Q: 3 clusters Score -824262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -824270.812500 Penalty: 4318.500977
	Iteration 74Q: 3 clusters Score -824270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -824275.250000 Penalty: 4318.500977
	Iteration 75Q: 3 clusters Score -824275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -824280.437500 Penalty: 4318.500977
	Iteration 76Q: 3 clusters Score -824280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -824281.875000 Penalty: 4318.500977
	Iteration 77Q: 3 clusters Score -824281.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -824281.750000 Penalty: 4318.500977
	Iteration 78Q: 3 clusters Score -824281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -824281.750000 Penalty: 4318.500977
	Iteration 79F: 3 clusters Score -824281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23437.078125 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23437.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23586.771484 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23586.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23636.294922 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -23636.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23663.462891 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23663.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23686.058594 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23686.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23698.916016 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -23698.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23721.011719 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -23721.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23722.091797 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -23722.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23722.091797 Penalty: 2773.129639
	Iteration 8F: 3 clusters Score -23722.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Entering Unmasked Estep 
Score: -5206593.500000 Penalty: 2628.838135
	Iteration 0F: 2 clusters Score -5206594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5179302.500000 Penalty: 5257.676270
	Iteration 0F: 3 clusters Score -5179302 nChanged 18421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -5189253.000000 Penalty: 5257.676270
	Iteration 1F: 3 clusters Score -5189253 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -5189795.500000 Penalty: 5257.676270
	Iteration 2Q: 3 clusters Score -5189796 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5190333.000000 Penalty: 5257.676270
	Iteration 3Q: 3 clusters Score -5190333 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -5190925.000000 Penalty: 5257.676270
	Iteration 4Q: 3 clusters Score -5190925 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -5191614.500000 Penalty: 5257.676270
	Iteration 5Q: 3 clusters Score -5191614 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -5192642.500000 Penalty: 5257.676270
	Iteration 6F: 3 clusters Score -5192642 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -5194030.000000 Penalty: 5257.676270
	Iteration 7F: 3 clusters Score -5194030 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -5195922.000000 Penalty: 5257.676270
	Iteration 8F: 3 clusters Score -5195922 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -5198126.000000 Penalty: 5257.676270
	Iteration 9F: 3 clusters Score -5198126 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -5200366.500000 Penalty: 5257.676270
	Iteration 10F: 3 clusters Score -5200366 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -5202092.000000 Penalty: 5257.676270
	Iteration 11Q: 3 clusters Score -5202092 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -5203255.000000 Penalty: 5257.676270
	Iteration 12Q: 3 clusters Score -5203255 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5203893.500000 Penalty: 5257.676270
	Iteration 13Q: 3 clusters Score -5203894 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -5204227.500000 Penalty: 5257.676270
	Iteration 14Q: 3 clusters Score -5204228 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5204386.000000 Penalty: 5257.676270
	Iteration 15Q: 3 clusters Score -5204386 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5204497.500000 Penalty: 5257.676270
	Iteration 16Q: 3 clusters Score -5204498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5204557.500000 Penalty: 5257.676270
	Iteration 17Q: 3 clusters Score -5204558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -5204592.500000 Penalty: 5257.676270
	Iteration 18Q: 3 clusters Score -5204592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -5204612.500000 Penalty: 5257.676270
	Iteration 19Q: 3 clusters Score -5204612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -5204625.000000 Penalty: 5257.676270
	Iteration 20F: 3 clusters Score -5204625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5204637.000000 Penalty: 5257.676270
	Iteration 21Q: 3 clusters Score -5204637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5204647.500000 Penalty: 5257.676270
	Iteration 22Q: 3 clusters Score -5204648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5204645.500000 Penalty: 5257.676270
	Iteration 23Q: 3 clusters Score -5204646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5204654.500000 Penalty: 5257.676270
	Iteration 24Q: 3 clusters Score -5204654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -5204656.000000 Penalty: 5257.676270
	Iteration 25Q: 3 clusters Score -5204656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5204660.000000 Penalty: 5257.676270
	Iteration 26Q: 3 clusters Score -5204660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5204667.500000 Penalty: 5257.676270
	Iteration 27Q: 3 clusters Score -5204668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -5204673.500000 Penalty: 5257.676270
	Iteration 28Q: 3 clusters Score -5204674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -5204680.000000 Penalty: 5257.676270
	Iteration 29Q: 3 clusters Score -5204680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5204682.000000 Penalty: 5257.676270
	Iteration 30Q: 3 clusters Score -5204682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5204682.000000 Penalty: 5257.676270
	Iteration 31F: 3 clusters Score -5204682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -3035518.500000 Penalty: 2485.649658
	Iteration 0F: 2 clusters Score -3035518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3019862.750000 Penalty: 4971.299316
	Iteration 0F: 3 clusters Score -3019863 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3025112.500000 Penalty: 4971.299316
	Iteration 1F: 3 clusters Score -3025112 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3025602.500000 Penalty: 4971.299316
	Iteration 2F: 3 clusters Score -3025602 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3026088.250000 Penalty: 4971.299316
	Iteration 3F: 3 clusters Score -3026088 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3026601.500000 Penalty: 4971.299316
	Iteration 4Q: 3 clusters Score -3026602 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3027194.500000 Penalty: 4971.299316
	Iteration 5Q: 3 clusters Score -3027194 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3027900.250000 Penalty: 4971.299316
	Iteration 6F: 3 clusters Score -3027900 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3028783.750000 Penalty: 4971.299316
	Iteration 7F: 3 clusters Score -3028784 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3029735.000000 Penalty: 4971.299316
	Iteration 8F: 3 clusters Score -3029735 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3030583.000000 Penalty: 4971.299316
	Iteration 9F: 3 clusters Score -3030583 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3031140.000000 Penalty: 4971.299316
	Iteration 10Q: 3 clusters Score -3031140 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3031497.750000 Penalty: 4971.299316
	Iteration 11Q: 3 clusters Score -3031498 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3031706.750000 Penalty: 4971.299316
	Iteration 12Q: 3 clusters Score -3031707 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3031823.250000 Penalty: 4971.299316
	Iteration 13Q: 3 clusters Score -3031823 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3031914.000000 Penalty: 4971.299316
	Iteration 14Q: 3 clusters Score -3031914 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3032001.250000 Penalty: 4971.299316
	Iteration 15Q: 3 clusters Score -3032001 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3032102.000000 Penalty: 4971.299316
	Iteration 16Q: 3 clusters Score -3032102 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3032191.500000 Penalty: 4971.299316
	Iteration 17Q: 3 clusters Score -3032192 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -3032259.250000 Penalty: 4971.299316
	Iteration 18Q: 3 clusters Score -3032259 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3032343.500000 Penalty: 4971.299316
	Iteration 19Q: 3 clusters Score -3032344 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3032403.500000 Penalty: 4971.299316
	Iteration 20F: 3 clusters Score -3032404 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3032489.000000 Penalty: 4971.299316
	Iteration 21Q: 3 clusters Score -3032489 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3032546.250000 Penalty: 4971.299316
	Iteration 22Q: 3 clusters Score -3032546 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3032599.500000 Penalty: 4971.299316
	Iteration 23Q: 3 clusters Score -3032600 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3032652.250000 Penalty: 4971.299316
	Iteration 24Q: 3 clusters Score -3032652 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3032708.250000 Penalty: 4971.299316
	Iteration 25Q: 3 clusters Score -3032708 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3032767.500000 Penalty: 4971.299316
	Iteration 26Q: 3 clusters Score -3032768 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3032834.000000 Penalty: 4971.299316
	Iteration 27Q: 3 clusters Score -3032834 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3032895.250000 Penalty: 4971.299316
	Iteration 28Q: 3 clusters Score -3032895 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3032967.500000 Penalty: 4971.299316
	Iteration 29Q: 3 clusters Score -3032968 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3033040.500000 Penalty: 4971.299316
	Iteration 30Q: 3 clusters Score -3033040 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3033120.000000 Penalty: 4971.299316
	Iteration 31Q: 3 clusters Score -3033120 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3033213.750000 Penalty: 4971.299316
	Iteration 32Q: 3 clusters Score -3033214 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3033301.000000 Penalty: 4971.299316
	Iteration 33Q: 3 clusters Score -3033301 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3033405.750000 Penalty: 4971.299316
	Iteration 34Q: 3 clusters Score -3033406 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3033489.750000 Penalty: 4971.299316
	Iteration 35Q: 3 clusters Score -3033490 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3033573.750000 Penalty: 4971.299316
	Iteration 36Q: 3 clusters Score -3033574 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3033646.000000 Penalty: 4971.299316
	Iteration 37Q: 3 clusters Score -3033646 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3033737.750000 Penalty: 4971.299316
	Iteration 38Q: 3 clusters Score -3033738 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3033823.750000 Penalty: 4971.299316
	Iteration 39Q: 3 clusters Score -3033824 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3033880.500000 Penalty: 4971.299316
	Iteration 40F: 3 clusters Score -3033880 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3033935.000000 Penalty: 4971.299316
	Iteration 41Q: 3 clusters Score -3033935 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3033990.250000 Penalty: 4971.299316
	Iteration 42Q: 3 clusters Score -3033990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3034037.500000 Penalty: 4971.299316
	Iteration 43Q: 3 clusters Score -3034038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3034083.250000 Penalty: 4971.299316
	Iteration 44Q: 3 clusters Score -3034083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3034121.750000 Penalty: 4971.299316
	Iteration 45Q: 3 clusters Score -3034122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3034145.000000 Penalty: 4971.299316
	Iteration 46Q: 3 clusters Score -3034145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3034166.000000 Penalty: 4971.299316
	Iteration 47Q: 3 clusters Score -3034166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3034189.000000 Penalty: 4971.299316
	Iteration 48Q: 3 clusters Score -3034189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3034201.250000 Penalty: 4971.299316
	Iteration 49Q: 3 clusters Score -3034201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3034218.500000 Penalty: 4971.299316
	Iteration 50Q: 3 clusters Score -3034218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3034232.750000 Penalty: 4971.299316
	Iteration 51Q: 3 clusters Score -3034233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3034235.000000 Penalty: 4971.299316
	Iteration 52Q: 3 clusters Score -3034235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3034242.250000 Penalty: 4971.299316
	Iteration 53Q: 3 clusters Score -3034242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3034253.750000 Penalty: 4971.299316
	Iteration 54Q: 3 clusters Score -3034254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3034259.750000 Penalty: 4971.299316
	Iteration 55Q: 3 clusters Score -3034260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3034275.500000 Penalty: 4971.299316
	Iteration 56Q: 3 clusters Score -3034276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3034288.250000 Penalty: 4971.299316
	Iteration 57Q: 3 clusters Score -3034288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3034289.250000 Penalty: 4971.299316
	Iteration 58Q: 3 clusters Score -3034289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3034288.500000 Penalty: 4971.299316
	Iteration 59Q: 3 clusters Score -3034288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3034292.500000 Penalty: 4971.299316
	Iteration 60F: 3 clusters Score -3034292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3034300.250000 Penalty: 4971.299316
	Iteration 61Q: 3 clusters Score -3034300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3034298.250000 Penalty: 4971.299316
	Iteration 62Q: 3 clusters Score -3034298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3034302.000000 Penalty: 4971.299316
	Iteration 63Q: 3 clusters Score -3034302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3034306.500000 Penalty: 4971.299316
	Iteration 64Q: 3 clusters Score -3034306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3034306.000000 Penalty: 4971.299316
	Iteration 65Q: 3 clusters Score -3034306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3034304.750000 Penalty: 4971.299316
	Iteration 66Q: 3 clusters Score -3034305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3034307.500000 Penalty: 4971.299316
	Iteration 67Q: 3 clusters Score -3034308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3034308.000000 Penalty: 4971.299316
	Iteration 68Q: 3 clusters Score -3034308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3034310.250000 Penalty: 4971.299316
	Iteration 69Q: 3 clusters Score -3034310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3034308.750000 Penalty: 4971.299316
	Iteration 70Q: 3 clusters Score -3034309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3034308.750000 Penalty: 4971.299316
	Iteration 71F: 3 clusters Score -3034309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Entering Unmasked Estep 
Score: -3745894.500000 Penalty: 2538.186768
	Iteration 0F: 2 clusters Score -3745894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3726787.500000 Penalty: 5076.373535
	Iteration 0F: 3 clusters Score -3726788 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3733631.750000 Penalty: 5076.373535
	Iteration 1F: 3 clusters Score -3733632 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3734320.000000 Penalty: 5076.373535
	Iteration 2F: 3 clusters Score -3734320 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3735205.750000 Penalty: 5076.373535
	Iteration 3F: 3 clusters Score -3735206 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3736523.500000 Penalty: 5076.373535
	Iteration 4F: 3 clusters Score -3736524 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3738271.250000 Penalty: 5076.373535
	Iteration 5F: 3 clusters Score -3738271 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3740263.000000 Penalty: 5076.373535
	Iteration 6F: 3 clusters Score -3740263 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3742013.000000 Penalty: 5076.373535
	Iteration 7F: 3 clusters Score -3742013 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3743284.000000 Penalty: 5076.373535
	Iteration 8F: 3 clusters Score -3743284 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3744171.250000 Penalty: 5076.373535
	Iteration 9Q: 3 clusters Score -3744171 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3744729.500000 Penalty: 5076.373535
	Iteration 10Q: 3 clusters Score -3744730 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3745084.750000 Penalty: 5076.373535
	Iteration 11Q: 3 clusters Score -3745085 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3745298.750000 Penalty: 5076.373535
	Iteration 12Q: 3 clusters Score -3745299 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3745417.000000 Penalty: 5076.373535
	Iteration 13Q: 3 clusters Score -3745417 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3745493.250000 Penalty: 5076.373535
	Iteration 14Q: 3 clusters Score -3745493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3745544.000000 Penalty: 5076.373535
	Iteration 15Q: 3 clusters Score -3745544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3745567.250000 Penalty: 5076.373535
	Iteration 16Q: 3 clusters Score -3745567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3745583.500000 Penalty: 5076.373535
	Iteration 17Q: 3 clusters Score -3745584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3745586.500000 Penalty: 5076.373535
	Iteration 18Q: 3 clusters Score -3745586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3745598.500000 Penalty: 5076.373535
	Iteration 19Q: 3 clusters Score -3745598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3745601.000000 Penalty: 5076.373535
	Iteration 20F: 3 clusters Score -3745601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3745607.000000 Penalty: 5076.373535
	Iteration 21Q: 3 clusters Score -3745607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3745599.250000 Penalty: 5076.373535
	Iteration 22Q: 3 clusters Score -3745599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3745606.750000 Penalty: 5076.373535
	Iteration 23Q: 3 clusters Score -3745607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3745611.500000 Penalty: 5076.373535
	Iteration 24Q: 3 clusters Score -3745612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3745607.750000 Penalty: 5076.373535
	Iteration 25Q: 3 clusters Score -3745608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3745605.250000 Penalty: 5076.373535
	Iteration 26Q: 3 clusters Score -3745605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3745607.250000 Penalty: 5076.373535
	Iteration 27Q: 3 clusters Score -3745607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3745608.250000 Penalty: 5076.373535
	Iteration 28Q: 3 clusters Score -3745608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3745608.250000 Penalty: 5076.373535
	Iteration 29F: 3 clusters Score -3745608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -286496.531250 Penalty: 1914.234009
	Iteration 0F: 2 clusters Score -286496.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -283736.906250 Penalty: 3828.468018
	Iteration 0F: 3 clusters Score -283736.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -284295.281250 Penalty: 3828.468018
	Iteration 1F: 3 clusters Score -284295.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -284452.312500 Penalty: 3828.468018
	Iteration 2F: 3 clusters Score -284452.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -284555.156250 Penalty: 3828.468018
	Iteration 3Q: 3 clusters Score -284555.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -284661.812500 Penalty: 3828.468018
	Iteration 4Q: 3 clusters Score -284661.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -284756.625000 Penalty: 3828.468018
	Iteration 5Q: 3 clusters Score -284756.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -284855.531250 Penalty: 3828.468018
	Iteration 6Q: 3 clusters Score -284855.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -284975.312500 Penalty: 3828.468018
	Iteration 7Q: 3 clusters Score -284975.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -285131.125000 Penalty: 3828.468018
	Iteration 8Q: 3 clusters Score -285131.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -285253.218750 Penalty: 3828.468018
	Iteration 9Q: 3 clusters Score -285253.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -285353.937500 Penalty: 3828.468018
	Iteration 10Q: 3 clusters Score -285353.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -285448.562500 Penalty: 3828.468018
	Iteration 11Q: 3 clusters Score -285448.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -285507.375000 Penalty: 3828.468018
	Iteration 12Q: 3 clusters Score -285507.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -285571.718750 Penalty: 3828.468018
	Iteration 13Q: 3 clusters Score -285571.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -285618.531250 Penalty: 3828.468018
	Iteration 14Q: 3 clusters Score -285618.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -285650.093750 Penalty: 3828.468018
	Iteration 15Q: 3 clusters Score -285650.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -285676.656250 Penalty: 3828.468018
	Iteration 16Q: 3 clusters Score -285676.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -285697.250000 Penalty: 3828.468018
	Iteration 17Q: 3 clusters Score -285697.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -285711.093750 Penalty: 3828.468018
	Iteration 18Q: 3 clusters Score -285711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -285719.250000 Penalty: 3828.468018
	Iteration 19Q: 3 clusters Score -285719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -285727.843750 Penalty: 3828.468018
	Iteration 20F: 3 clusters Score -285727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -285732.968750 Penalty: 3828.468018
	Iteration 21Q: 3 clusters Score -285733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -285737.343750 Penalty: 3828.468018
	Iteration 22Q: 3 clusters Score -285737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -285738.500000 Penalty: 3828.468018
	Iteration 23Q: 3 clusters Score -285738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -285740.406250 Penalty: 3828.468018
	Iteration 24Q: 3 clusters Score -285740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -285742.656250 Penalty: 3828.468018
	Iteration 25Q: 3 clusters Score -285742.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -285743.656250 Penalty: 3828.468018
	Iteration 26Q: 3 clusters Score -285743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -285743.656250 Penalty: 3828.468018
	Iteration 27F: 3 clusters Score -285743.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -75067.109375 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -75067.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73409.960938 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -73409.96 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73713.304688 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -73713.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73860.171875 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -73860.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74032.062500 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -74032.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74174.203125 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -74174.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74363.695312 Penalty: 3242.917236
	Iteration 5F: 3 clusters Score -74363.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74574.445312 Penalty: 3242.917236
	Iteration 6F: 3 clusters Score -74574.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74711.367188 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -74711.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74774.132812 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -74774.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74806.398438 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -74806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74822.921875 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -74822.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74832.531250 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -74832.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74841.570312 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -74841.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74844.921875 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -74844.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74851.203125 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -74851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74855.335938 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -74855.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74855.335938 Penalty: 3242.917236
	Iteration 16F: 3 clusters Score -74855.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -298660.062500 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -298660.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -295857.656250 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -295857.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -296433.093750 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -296433.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -296658.812500 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -296658.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -296778.781250 Penalty: 3838.937988
	Iteration 3Q: 3 clusters Score -296778.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -296878.406250 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -296878.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -296969.187500 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -296969.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297057.125000 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -297057.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -297130.843750 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -297130.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -297183.531250 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -297183.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -297229.062500 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -297229.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -297285.687500 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -297285.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -297342.281250 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -297342.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -297405.187500 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -297405.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -297462.968750 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -297463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -297507.031250 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -297507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -297536.156250 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -297536.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -297564.875000 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -297564.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -297592.125000 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -297592.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -297626.906250 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -297626.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -297650.031250 Penalty: 3838.937988
	Iteration 19Q: 3 clusters Score -297650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -297662.500000 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -297662.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297672.968750 Penalty: 3838.937988
	Iteration 21Q: 3 clusters Score -297673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297682.750000 Penalty: 3838.937988
	Iteration 22Q: 3 clusters Score -297682.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297698.625000 Penalty: 3838.937988
	Iteration 23Q: 3 clusters Score -297698.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -297712.000000 Penalty: 3838.937988
	Iteration 24Q: 3 clusters Score -297712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -297724.625000 Penalty: 3838.937988
	Iteration 25Q: 3 clusters Score -297724.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -297739.000000 Penalty: 3838.937988
	Iteration 26Q: 3 clusters Score -297739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -297754.968750 Penalty: 3838.937988
	Iteration 27Q: 3 clusters Score -297755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -297772.468750 Penalty: 3838.937988
	Iteration 28Q: 3 clusters Score -297772.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -297796.093750 Penalty: 3838.937988
	Iteration 29Q: 3 clusters Score -297796.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -297818.281250 Penalty: 3838.937988
	Iteration 30Q: 3 clusters Score -297818.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -297841.687500 Penalty: 3838.937988
	Iteration 31Q: 3 clusters Score -297841.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -297863.343750 Penalty: 3838.937988
	Iteration 32Q: 3 clusters Score -297863.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -297885.500000 Penalty: 3838.937988
	Iteration 33Q: 3 clusters Score -297885.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -297908.718750 Penalty: 3838.937988
	Iteration 34Q: 3 clusters Score -297908.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -297927.406250 Penalty: 3838.937988
	Iteration 35Q: 3 clusters Score -297927.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -297948.093750 Penalty: 3838.937988
	Iteration 36Q: 3 clusters Score -297948.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -297967.593750 Penalty: 3838.937988
	Iteration 37Q: 3 clusters Score -297967.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -297994.562500 Penalty: 3838.937988
	Iteration 38Q: 3 clusters Score -297994.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -298024.562500 Penalty: 3838.937988
	Iteration 39Q: 3 clusters Score -298024.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -298061.468750 Penalty: 3838.937988
	Iteration 40F: 3 clusters Score -298061.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -298095.937500 Penalty: 3838.937988
	Iteration 41Q: 3 clusters Score -298095.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -298123.531250 Penalty: 3838.937988
	Iteration 42Q: 3 clusters Score -298123.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -298154.593750 Penalty: 3838.937988
	Iteration 43Q: 3 clusters Score -298154.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -298211.593750 Penalty: 3838.937988
	Iteration 44Q: 3 clusters Score -298211.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -298270.812500 Penalty: 3838.937988
	Iteration 45Q: 3 clusters Score -298270.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -298305.156250 Penalty: 3838.937988
	Iteration 46Q: 3 clusters Score -298305.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -298332.531250 Penalty: 3838.937988
	Iteration 47Q: 3 clusters Score -298332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -298337.687500 Penalty: 3838.937988
	Iteration 48Q: 3 clusters Score -298337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -298340.343750 Penalty: 3838.937988
	Iteration 49Q: 3 clusters Score -298340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -298340.343750 Penalty: 3838.937988
	Iteration 50F: 3 clusters Score -298340.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Entering Unmasked Estep 
Score: -3994817.500000 Penalty: 2553.743164
	Iteration 0F: 2 clusters Score -3994818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3974500.500000 Penalty: 5107.486328
	Iteration 0F: 3 clusters Score -3974500 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3981778.250000 Penalty: 5107.486328
	Iteration 1F: 3 clusters Score -3981778 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3982265.750000 Penalty: 5107.486328
	Iteration 2Q: 3 clusters Score -3982266 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3982737.500000 Penalty: 5107.486328
	Iteration 3Q: 3 clusters Score -3982738 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3983251.500000 Penalty: 5107.486328
	Iteration 4Q: 3 clusters Score -3983252 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3983918.250000 Penalty: 5107.486328
	Iteration 5Q: 3 clusters Score -3983918 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3984835.750000 Penalty: 5107.486328
	Iteration 6F: 3 clusters Score -3984836 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3985979.750000 Penalty: 5107.486328
	Iteration 7F: 3 clusters Score -3985980 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3987387.750000 Penalty: 5107.486328
	Iteration 8F: 3 clusters Score -3987388 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3988934.500000 Penalty: 5107.486328
	Iteration 9F: 3 clusters Score -3988934 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3990281.500000 Penalty: 5107.486328
	Iteration 10Q: 3 clusters Score -3990282 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3991195.750000 Penalty: 5107.486328
	Iteration 11Q: 3 clusters Score -3991196 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3991678.750000 Penalty: 5107.486328
	Iteration 12Q: 3 clusters Score -3991679 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3991941.750000 Penalty: 5107.486328
	Iteration 13Q: 3 clusters Score -3991942 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3992080.750000 Penalty: 5107.486328
	Iteration 14Q: 3 clusters Score -3992081 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3992195.250000 Penalty: 5107.486328
	Iteration 15Q: 3 clusters Score -3992195 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3992278.000000 Penalty: 5107.486328
	Iteration 16Q: 3 clusters Score -3992278 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3992331.250000 Penalty: 5107.486328
	Iteration 17Q: 3 clusters Score -3992331 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3992371.000000 Penalty: 5107.486328
	Iteration 18Q: 3 clusters Score -3992371 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3992404.750000 Penalty: 5107.486328
	Iteration 19Q: 3 clusters Score -3992405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3992432.500000 Penalty: 5107.486328
	Iteration 20F: 3 clusters Score -3992432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3992446.500000 Penalty: 5107.486328
	Iteration 21Q: 3 clusters Score -3992446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3992472.250000 Penalty: 5107.486328
	Iteration 22Q: 3 clusters Score -3992472 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3992496.000000 Penalty: 5107.486328
	Iteration 23Q: 3 clusters Score -3992496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3992499.250000 Penalty: 5107.486328
	Iteration 24Q: 3 clusters Score -3992499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3992516.750000 Penalty: 5107.486328
	Iteration 25Q: 3 clusters Score -3992517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3992522.750000 Penalty: 5107.486328
	Iteration 26Q: 3 clusters Score -3992523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3992528.500000 Penalty: 5107.486328
	Iteration 27Q: 3 clusters Score -3992528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3992540.250000 Penalty: 5107.486328
	Iteration 28Q: 3 clusters Score -3992540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3992557.000000 Penalty: 5107.486328
	Iteration 29Q: 3 clusters Score -3992557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3992560.750000 Penalty: 5107.486328
	Iteration 30Q: 3 clusters Score -3992561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3992573.000000 Penalty: 5107.486328
	Iteration 31Q: 3 clusters Score -3992573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3992582.500000 Penalty: 5107.486328
	Iteration 32Q: 3 clusters Score -3992582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3992582.250000 Penalty: 5107.486328
	Iteration 33Q: 3 clusters Score -3992582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3992585.000000 Penalty: 5107.486328
	Iteration 34Q: 3 clusters Score -3992585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3992591.750000 Penalty: 5107.486328
	Iteration 35Q: 3 clusters Score -3992592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3992590.500000 Penalty: 5107.486328
	Iteration 36Q: 3 clusters Score -3992590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3992601.000000 Penalty: 5107.486328
	Iteration 37Q: 3 clusters Score -3992601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3992597.000000 Penalty: 5107.486328
	Iteration 38Q: 3 clusters Score -3992597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3992599.750000 Penalty: 5107.486328
	Iteration 39Q: 3 clusters Score -3992600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3992611.000000 Penalty: 5107.486328
	Iteration 40F: 3 clusters Score -3992611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3992616.500000 Penalty: 5107.486328
	Iteration 41Q: 3 clusters Score -3992616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3992617.250000 Penalty: 5107.486328
	Iteration 42Q: 3 clusters Score -3992617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3992617.250000 Penalty: 5107.486328
	Iteration 43Q: 3 clusters Score -3992617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3992617.000000 Penalty: 5107.486328
	Iteration 44Q: 3 clusters Score -3992617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3992621.500000 Penalty: 5107.486328
	Iteration 45Q: 3 clusters Score -3992622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3992620.250000 Penalty: 5107.486328
	Iteration 46Q: 3 clusters Score -3992620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3992620.000000 Penalty: 5107.486328
	Iteration 47Q: 3 clusters Score -3992620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3992623.500000 Penalty: 5107.486328
	Iteration 48Q: 3 clusters Score -3992624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3992625.000000 Penalty: 5107.486328
	Iteration 49Q: 3 clusters Score -3992625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3992627.000000 Penalty: 5107.486328
	Iteration 50Q: 3 clusters Score -3992627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3992623.750000 Penalty: 5107.486328
	Iteration 51Q: 3 clusters Score -3992624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3992625.500000 Penalty: 5107.486328
	Iteration 52Q: 3 clusters Score -3992626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3992625.500000 Penalty: 5107.486328
	Iteration 53F: 3 clusters Score -3992626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224478 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189359 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 51690 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 55204 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 38599 members 
Mstep: Class 17 contains 76626 members 
Mstep: Class 18 contains 39626 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40141 members 
Mstep: Class 23 contains 22534 members 
Mstep: Class 24 contains 27851 members 
Mstep: Class 25 contains 2250 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 29654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133246424.000000 Penalty: 99558.382812
Iteration 199Q: 30 clusters Score -1.332464e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 4759 members 
Mstep: Class 4 contains 19906 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 225023 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189359 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 51796 members 
Mstep: Class 12 contains 2084 members 
Mstep: Class 13 contains 55261 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 38645 members 
Mstep: Class 17 contains 76643 members 
Mstep: Class 18 contains 39710 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40141 members 
Mstep: Class 23 contains 22582 members 
Mstep: Class 24 contains 27886 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 29686 members 
Mstep: Class 29 contains 165743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133246392.000000 Penalty: 99558.382812
Iteration 200F: 30 clusters Score -1.332464e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224555 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189378 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 51835 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 55191 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6407 members 
Mstep: Class 16 contains 38561 members 
Mstep: Class 17 contains 76404 members 
Mstep: Class 18 contains 39765 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 6006 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40118 members 
Mstep: Class 23 contains 22532 members 
Mstep: Class 24 contains 27820 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 29617 members 
Mstep: Class 29 contains 166713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133246544.000000 Penalty: 99558.382812
Iteration 201Q: 30 clusters Score -1.332465e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8278 members 
Mstep: Class 3 contains 4902 members 
Mstep: Class 4 contains 19874 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 224065 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189376 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 3421 members 
Mstep: Class 11 contains 51864 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 55123 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6414 members 
Mstep: Class 16 contains 38497 members 
Mstep: Class 17 contains 76201 members 
Mstep: Class 18 contains 39805 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 6001 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40124 members 
Mstep: Class 23 contains 22479 members 
Mstep: Class 24 contains 27774 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 29565 members 
Mstep: Class 29 contains 167562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133246992.000000 Penalty: 99558.382812
Iteration 202Q: 30 clusters Score -1.33247e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8279 members 
Mstep: Class 3 contains 4989 members 
Mstep: Class 4 contains 19866 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223584 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189370 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3422 members 
Mstep: Class 11 contains 51902 members 
Mstep: Class 12 contains 2077 members 
Mstep: Class 13 contains 55086 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6419 members 
Mstep: Class 16 contains 38424 members 
Mstep: Class 17 contains 76017 members 
Mstep: Class 18 contains 39851 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 5997 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40155 members 
Mstep: Class 23 contains 22434 members 
Mstep: Class 24 contains 27721 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 29526 members 
Mstep: Class 29 contains 168296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247064.000000 Penalty: 99558.382812
Iteration 203Q: 30 clusters Score -1.332471e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8279 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 19849 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 223108 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189370 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 3424 members 
Mstep: Class 11 contains 51921 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 55034 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 38362 members 
Mstep: Class 17 contains 75829 members 
Mstep: Class 18 contains 39911 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 5982 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40185 members 
Mstep: Class 23 contains 22394 members 
Mstep: Class 24 contains 27683 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 29487 members 
Mstep: Class 29 contains 169023 members 
Entering Unmasked Estep 
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Score: -133247176.000000 Penalty: 99558.382812
Iteration 204Q: 30 clusters Score -1.332472e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8281 members 
Mstep: Class 3 contains 5158 members 
Mstep: Class 4 contains 19838 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 222687 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189362 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 3429 members 
Mstep: Class 11 contains 51961 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 54995 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6438 members 
Mstep: Class 16 contains 38293 members 
Mstep: Class 17 contains 75631 members 
Mstep: Class 18 contains 39962 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 5970 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40204 members 
Mstep: Class 23 contains 22361 members 
Mstep: Class 24 contains 27632 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 29458 members 
Mstep: Class 29 contains 169687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247680.000000 Penalty: 99558.382812
Iteration 205Q: 30 clusters Score -1.332477e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8283 members 
Mstep: Class 3 contains 5256 members 
Mstep: Class 4 contains 19830 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 222287 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189362 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 3433 members 
Mstep: Class 11 contains 51979 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 54938 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6447 members 
Mstep: Class 16 contains 38225 members 
Mstep: Class 17 contains 75417 members 
Mstep: Class 18 contains 40042 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40213 members 
Mstep: Class 23 contains 22329 members 
Mstep: Class 24 contains 27594 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 29416 members 
Mstep: Class 29 contains 170338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247448.000000 Penalty: 99558.382812
Iteration 206Q: 30 clusters Score -1.332474e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8284 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 19816 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 221841 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189348 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 3436 members 
Mstep: Class 11 contains 51980 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 54889 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6450 members 
Mstep: Class 16 contains 38170 members 
Mstep: Class 17 contains 75220 members 
Mstep: Class 18 contains 40126 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 5958 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40232 members 
Mstep: Class 23 contains 22298 members 
Mstep: Class 24 contains 27556 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 29385 members 
Mstep: Class 29 contains 171001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247752.000000 Penalty: 99558.382812
Iteration 207Q: 30 clusters Score -1.332478e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8286 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 19804 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 221477 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189349 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 51972 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 54842 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6456 members 
Mstep: Class 16 contains 38113 members 
Mstep: Class 17 contains 75009 members 
Mstep: Class 18 contains 40213 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40237 members 
Mstep: Class 23 contains 22249 members 
Mstep: Class 24 contains 27487 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 29352 members 
Mstep: Class 29 contains 171662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248032.000000 Penalty: 99558.382812
Iteration 208Q: 30 clusters Score -1.33248e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8291 members 
Mstep: Class 3 contains 5560 members 
Mstep: Class 4 contains 19789 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 221119 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189351 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 51980 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 54787 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6461 members 
Mstep: Class 16 contains 38040 members 
Mstep: Class 17 contains 74805 members 
Mstep: Class 18 contains 40288 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 5940 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40249 members 
Mstep: Class 23 contains 22203 members 
Mstep: Class 24 contains 27443 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 29322 members 
Mstep: Class 29 contains 172297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248272.000000 Penalty: 99558.382812
Iteration 209Q: 30 clusters Score -1.332483e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8296 members 
Mstep: Class 3 contains 5646 members 
Mstep: Class 4 contains 19768 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 220747 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189355 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 51981 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 54732 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6472 members 
Mstep: Class 16 contains 37982 members 
Mstep: Class 17 contains 74610 members 
Mstep: Class 18 contains 40352 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 5933 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40255 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 27406 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 29291 members 
Mstep: Class 29 contains 172951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248392.000000 Penalty: 99558.382812
Iteration 210Q: 30 clusters Score -1.332484e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8295 members 
Mstep: Class 3 contains 5743 members 
Mstep: Class 4 contains 19741 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 220452 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189353 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 3444 members 
Mstep: Class 11 contains 51989 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 54682 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6485 members 
Mstep: Class 16 contains 37910 members 
Mstep: Class 17 contains 74412 members 
Mstep: Class 18 contains 40415 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 5932 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40256 members 
Mstep: Class 23 contains 22096 members 
Mstep: Class 24 contains 27367 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 29266 members 
Mstep: Class 29 contains 173535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248536.000000 Penalty: 99558.382812
Iteration 211Q: 30 clusters Score -1.332485e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8298 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 19707 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 220172 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189349 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 51991 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 54638 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6501 members 
Mstep: Class 16 contains 37840 members 
Mstep: Class 17 contains 74211 members 
Mstep: Class 18 contains 40476 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40267 members 
Mstep: Class 23 contains 22048 members 
Mstep: Class 24 contains 27336 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 29242 members 
Mstep: Class 29 contains 174077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248552.000000 Penalty: 99558.382812
Iteration 212Q: 30 clusters Score -1.332486e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8299 members 
Mstep: Class 3 contains 5952 members 
Mstep: Class 4 contains 19683 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 219895 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189352 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 3447 members 
Mstep: Class 11 contains 51991 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 54607 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 37785 members 
Mstep: Class 17 contains 74008 members 
Mstep: Class 18 contains 40547 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 5925 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40281 members 
Mstep: Class 23 contains 22002 members 
Mstep: Class 24 contains 27299 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29214 members 
Mstep: Class 29 contains 174579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248872.000000 Penalty: 99558.382812
Iteration 213Q: 30 clusters Score -1.332489e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8301 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 219659 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189354 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 51994 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 54569 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6539 members 
Mstep: Class 16 contains 37724 members 
Mstep: Class 17 contains 73828 members 
Mstep: Class 18 contains 40598 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40299 members 
Mstep: Class 23 contains 21954 members 
Mstep: Class 24 contains 27253 members 
Mstep: Class 25 contains 2100 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 29190 members 
Mstep: Class 29 contains 175033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248968.000000 Penalty: 99558.382812
Iteration 214Q: 30 clusters Score -1.33249e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 6183 members 
Mstep: Class 4 contains 19644 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 219407 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189360 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3449 members 
Mstep: Class 11 contains 51989 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 54533 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 16 contains 37672 members 
Mstep: Class 17 contains 73645 members 
Mstep: Class 18 contains 40638 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40325 members 
Mstep: Class 23 contains 21913 members 
Mstep: Class 24 contains 27216 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 29171 members 
Mstep: Class 29 contains 175465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249312.000000 Penalty: 99558.382812
Iteration 215Q: 30 clusters Score -1.332493e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 6303 members 
Mstep: Class 4 contains 19623 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 219138 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189352 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 51989 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 54497 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 73470 members 
Mstep: Class 18 contains 40700 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40345 members 
Mstep: Class 23 contains 21883 members 
Mstep: Class 24 contains 27166 members 
Mstep: Class 25 contains 2101 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 29161 members 
Mstep: Class 29 contains 175914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249128.000000 Penalty: 99558.382812
Iteration 216Q: 30 clusters Score -1.332491e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8304 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 19606 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 218871 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189359 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 51995 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 54440 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6634 members 
Mstep: Class 16 contains 37535 members 
Mstep: Class 17 contains 73261 members 
Mstep: Class 18 contains 40767 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40372 members 
Mstep: Class 23 contains 21847 members 
Mstep: Class 24 contains 27118 members 
Mstep: Class 25 contains 2100 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 29141 members 
Mstep: Class 29 contains 176395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249088.000000 Penalty: 99558.382812
Iteration 217Q: 30 clusters Score -1.332491e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 19603 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 218603 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189353 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 51990 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 54389 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6662 members 
Mstep: Class 16 contains 37461 members 
Mstep: Class 17 contains 73056 members 
Mstep: Class 18 contains 40830 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 5895 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40394 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 27078 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 29107 members 
Mstep: Class 29 contains 176886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249280.000000 Penalty: 99558.382812
Iteration 218Q: 30 clusters Score -1.332493e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8310 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 19584 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 218389 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189345 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 51978 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 54346 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 37392 members 
Mstep: Class 17 contains 72846 members 
Mstep: Class 18 contains 40882 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 5890 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40408 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 27036 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 29065 members 
Mstep: Class 29 contains 177378 members 
Entering Unmasked Estep 
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Score: -133249280.000000 Penalty: 99558.382812
Iteration 219Q: 30 clusters Score -1.332493e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 6732 members 
Mstep: Class 4 contains 19572 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 218187 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189339 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 51964 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 54301 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 37337 members 
Mstep: Class 17 contains 72618 members 
Mstep: Class 18 contains 40934 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 5888 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40428 members 
Mstep: Class 23 contains 21753 members 
Mstep: Class 24 contains 26992 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 29028 members 
Mstep: Class 29 contains 177872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249568.000000 Penalty: 99558.382812
Iteration 220F: 30 clusters Score -1.332496e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 6840 members 
Mstep: Class 4 contains 19564 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217952 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189334 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 51941 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 54245 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 37274 members 
Mstep: Class 17 contains 72378 members 
Mstep: Class 18 contains 41012 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40461 members 
Mstep: Class 23 contains 21702 members 
Mstep: Class 24 contains 26963 members 
Mstep: Class 25 contains 2095 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 28986 members 
Mstep: Class 29 contains 178391 members 
Entering Unmasked Estep 
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Score: -133249472.000000 Penalty: 99558.382812
Iteration 221Q: 30 clusters Score -1.332495e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 6969 members 
Mstep: Class 4 contains 19557 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217759 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189332 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 51920 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 54184 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 37216 members 
Mstep: Class 17 contains 72156 members 
Mstep: Class 18 contains 41085 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40490 members 
Mstep: Class 23 contains 21670 members 
Mstep: Class 24 contains 26930 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 28957 members 
Mstep: Class 29 contains 178812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249288.000000 Penalty: 99558.382812
Iteration 222Q: 30 clusters Score -1.332493e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8312 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 19550 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217587 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189325 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 51914 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 54137 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 37165 members 
Mstep: Class 17 contains 71921 members 
Mstep: Class 18 contains 41160 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 5886 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40511 members 
Mstep: Class 23 contains 21637 members 
Mstep: Class 24 contains 26894 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 28937 members 
Mstep: Class 29 contains 179204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249688.000000 Penalty: 99558.382812
Iteration 223Q: 30 clusters Score -1.332497e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 7200 members 
Mstep: Class 4 contains 19540 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217429 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189322 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 3459 members 
Mstep: Class 11 contains 51914 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 54114 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 16 contains 37105 members 
Mstep: Class 17 contains 71702 members 
Mstep: Class 18 contains 41212 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 5885 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40530 members 
Mstep: Class 23 contains 21594 members 
Mstep: Class 24 contains 26865 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 28914 members 
Mstep: Class 29 contains 179587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249840.000000 Penalty: 99558.382812
Iteration 224Q: 30 clusters Score -1.332498e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 19527 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217273 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189315 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3461 members 
Mstep: Class 11 contains 51930 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 54089 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 37047 members 
Mstep: Class 17 contains 71485 members 
Mstep: Class 18 contains 41281 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40560 members 
Mstep: Class 23 contains 21558 members 
Mstep: Class 24 contains 26842 members 
Mstep: Class 25 contains 2091 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 28895 members 
Mstep: Class 29 contains 179901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249920.000000 Penalty: 99558.382812
Iteration 225Q: 30 clusters Score -1.332499e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 7452 members 
Mstep: Class 4 contains 19513 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217097 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189309 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 3464 members 
Mstep: Class 11 contains 51927 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 54073 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 36996 members 
Mstep: Class 17 contains 71307 members 
Mstep: Class 18 contains 41332 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40594 members 
Mstep: Class 23 contains 21520 members 
Mstep: Class 24 contains 26829 members 
Mstep: Class 25 contains 2091 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 28863 members 
Mstep: Class 29 contains 180214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249856.000000 Penalty: 99558.382812
Iteration 226Q: 30 clusters Score -1.332499e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 7573 members 
Mstep: Class 4 contains 19493 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216933 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189296 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 51938 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 54056 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 36954 members 
Mstep: Class 17 contains 71110 members 
Mstep: Class 18 contains 41396 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40628 members 
Mstep: Class 23 contains 21488 members 
Mstep: Class 24 contains 26806 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 28841 members 
Mstep: Class 29 contains 180509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 99558.382812
Iteration 227Q: 30 clusters Score -1.3325e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 19478 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216822 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189292 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 3473 members 
Mstep: Class 11 contains 51955 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 54021 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6767 members 
Mstep: Class 16 contains 36917 members 
Mstep: Class 17 contains 70901 members 
Mstep: Class 18 contains 41475 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40653 members 
Mstep: Class 23 contains 21446 members 
Mstep: Class 24 contains 26791 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 28817 members 
Mstep: Class 29 contains 180750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250464.000000 Penalty: 99558.382812
Iteration 228Q: 30 clusters Score -1.332505e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8316 members 
Mstep: Class 3 contains 7821 members 
Mstep: Class 4 contains 19452 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216778 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189291 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 51957 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53983 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 36870 members 
Mstep: Class 17 contains 70669 members 
Mstep: Class 18 contains 41544 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40671 members 
Mstep: Class 23 contains 21414 members 
Mstep: Class 24 contains 26779 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 28789 members 
Mstep: Class 29 contains 180989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250376.000000 Penalty: 99558.382812
Iteration 229Q: 30 clusters Score -1.332504e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8316 members 
Mstep: Class 3 contains 7928 members 
Mstep: Class 4 contains 19435 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216743 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189295 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 51968 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 16 contains 36827 members 
Mstep: Class 17 contains 70401 members 
Mstep: Class 18 contains 41613 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40691 members 
Mstep: Class 23 contains 21377 members 
Mstep: Class 24 contains 26767 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 28765 members 
Mstep: Class 29 contains 181251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250536.000000 Penalty: 99558.382812
Iteration 230Q: 30 clusters Score -1.332505e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8317 members 
Mstep: Class 3 contains 8040 members 
Mstep: Class 4 contains 19428 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216707 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189296 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 51965 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53899 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6789 members 
Mstep: Class 16 contains 36774 members 
Mstep: Class 17 contains 70142 members 
Mstep: Class 18 contains 41706 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 5856 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40724 members 
Mstep: Class 23 contains 21348 members 
Mstep: Class 24 contains 26749 members 
Mstep: Class 25 contains 2083 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 181457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250712.000000 Penalty: 99558.382812
Iteration 231Q: 30 clusters Score -1.332507e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 8134 members 
Mstep: Class 4 contains 19419 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216669 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189299 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 51958 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 53860 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 36716 members 
Mstep: Class 17 contains 69899 members 
Mstep: Class 18 contains 41808 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40759 members 
Mstep: Class 23 contains 21312 members 
Mstep: Class 24 contains 26732 members 
Mstep: Class 25 contains 2084 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 181668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250744.000000 Penalty: 99558.382812
Iteration 232Q: 30 clusters Score -1.332507e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 8217 members 
Mstep: Class 4 contains 19412 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216642 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189299 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 51959 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 53822 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6808 members 
Mstep: Class 16 contains 36676 members 
Mstep: Class 17 contains 69645 members 
Mstep: Class 18 contains 41921 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 5849 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40781 members 
Mstep: Class 23 contains 21289 members 
Mstep: Class 24 contains 26727 members 
Mstep: Class 25 contains 2083 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 28737 members 
Mstep: Class 29 contains 181857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250936.000000 Penalty: 99558.382812
Iteration 233Q: 30 clusters Score -1.332509e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 19407 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216567 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189294 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3480 members 
Mstep: Class 11 contains 51937 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 53802 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6823 members 
Mstep: Class 16 contains 36635 members 
Mstep: Class 17 contains 69438 members 
Mstep: Class 18 contains 42028 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 5849 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40808 members 
Mstep: Class 23 contains 21268 members 
Mstep: Class 24 contains 26716 members 
Mstep: Class 25 contains 2080 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 28724 members 
Mstep: Class 29 contains 182033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250928.000000 Penalty: 99558.382812
Iteration 234Q: 30 clusters Score -1.332509e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 19399 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216524 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189280 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 51920 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 53781 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6833 members 
Mstep: Class 16 contains 36602 members 
Mstep: Class 17 contains 69202 members 
Mstep: Class 18 contains 42155 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40823 members 
Mstep: Class 23 contains 21251 members 
Mstep: Class 24 contains 26709 members 
Mstep: Class 25 contains 2078 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 28704 members 
Mstep: Class 29 contains 182185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250944.000000 Penalty: 99558.382812
Iteration 235Q: 30 clusters Score -1.332509e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 8549 members 
Mstep: Class 4 contains 19390 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216490 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189276 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3483 members 
Mstep: Class 11 contains 51905 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 53768 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6844 members 
Mstep: Class 16 contains 36562 members 
Mstep: Class 17 contains 68936 members 
Mstep: Class 18 contains 42288 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40841 members 
Mstep: Class 23 contains 21249 members 
Mstep: Class 24 contains 26693 members 
Mstep: Class 25 contains 2078 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2283 members 
Mstep: Class 28 contains 28688 members 
Mstep: Class 29 contains 182326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133251160.000000 Penalty: 99558.382812
Iteration 236Q: 30 clusters Score -1.332512e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8317 members 
Mstep: Class 3 contains 8667 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216485 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189275 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3483 members 
Mstep: Class 11 contains 51898 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 53756 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 36521 members 
Mstep: Class 17 contains 68628 members 
Mstep: Class 18 contains 42439 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 5845 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40870 members 
Mstep: Class 23 contains 21229 members 
Mstep: Class 24 contains 26679 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2284 members 
Mstep: Class 28 contains 28671 members 
Mstep: Class 29 contains 182453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250952.000000 Penalty: 99558.382812
Iteration 237Q: 30 clusters Score -1.33251e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 8802 members 
Mstep: Class 4 contains 19373 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216509 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189264 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3484 members 
Mstep: Class 11 contains 51877 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 53742 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 36476 members 
Mstep: Class 17 contains 68319 members 
Mstep: Class 18 contains 42587 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40900 members 
Mstep: Class 23 contains 21211 members 
Mstep: Class 24 contains 26661 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2284 members 
Mstep: Class 28 contains 28659 members 
Mstep: Class 29 contains 182574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133251048.000000 Penalty: 99558.382812
Iteration 238Q: 30 clusters Score -1.33251e+08 nChanged 1179
Entering ConstructFrom: 
Score: -133251048.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -90968.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90968.4 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 420 members 
Entering Unmasked Estep 
Score: -89197.890625 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -89197.89 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89839.335938 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89839.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90659.273438 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -90659.27 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91305.304688 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -91305.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91617.593750 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -91617.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91732.156250 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -91732.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91905.179688 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -91905.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92091.140625 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -92091.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92298.140625 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -92298.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92389.523438 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -92389.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92389.523438 Penalty: 3330.228516
	Iteration 10F: 3 clusters Score -92389.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 19365 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216509 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189260 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3484 members 
Mstep: Class 11 contains 51853 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 53739 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 36431 members 
Mstep: Class 17 contains 67974 members 
Mstep: Class 18 contains 42756 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40924 members 
Mstep: Class 23 contains 21192 members 
Mstep: Class 24 contains 26649 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 28646 members 
Mstep: Class 29 contains 182731 members 
Mstep: Class 30 contains 485 members 
Entering Unmasked Estep 
Score: -133250576.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133251048.000000 to -133250576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -1060233.625000 Penalty: 2238.402344
	Iteration 0F: 2 clusters Score -1060234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1053701.000000 Penalty: 4476.804688
	Iteration 0F: 3 clusters Score -1053701 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1055532.500000 Penalty: 4476.804688
	Iteration 1F: 3 clusters Score -1055532 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1055840.000000 Penalty: 4476.804688
	Iteration 2F: 3 clusters Score -1055840 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1056063.000000 Penalty: 4476.804688
	Iteration 3Q: 3 clusters Score -1056063 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1056248.375000 Penalty: 4476.804688
	Iteration 4Q: 3 clusters Score -1056248 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1056423.375000 Penalty: 4476.804688
	Iteration 5Q: 3 clusters Score -1056423 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1056636.500000 Penalty: 4476.804688
	Iteration 6Q: 3 clusters Score -1056636 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1056869.125000 Penalty: 4476.804688
	Iteration 7Q: 3 clusters Score -1056869 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1057126.500000 Penalty: 4476.804688
	Iteration 8Q: 3 clusters Score -1057126 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1057392.250000 Penalty: 4476.804688
	Iteration 9Q: 3 clusters Score -1057392 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1057647.000000 Penalty: 4476.804688
	Iteration 10Q: 3 clusters Score -1057647 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1057881.250000 Penalty: 4476.804688
	Iteration 11Q: 3 clusters Score -1057881 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1058060.375000 Penalty: 4476.804688
	Iteration 12Q: 3 clusters Score -1058060 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1058219.625000 Penalty: 4476.804688
	Iteration 13Q: 3 clusters Score -1058220 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1058323.000000 Penalty: 4476.804688
	Iteration 14Q: 3 clusters Score -1058323 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1058376.750000 Penalty: 4476.804688
	Iteration 15Q: 3 clusters Score -1058377 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1058409.250000 Penalty: 4476.804688
	Iteration 16Q: 3 clusters Score -1058409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1058426.500000 Penalty: 4476.804688
	Iteration 17Q: 3 clusters Score -1058426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1058437.875000 Penalty: 4476.804688
	Iteration 18Q: 3 clusters Score -1058438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1058446.250000 Penalty: 4476.804688
	Iteration 19Q: 3 clusters Score -1058446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1058451.875000 Penalty: 4476.804688
	Iteration 20F: 3 clusters Score -1058452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1058458.875000 Penalty: 4476.804688
	Iteration 21Q: 3 clusters Score -1058459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1058463.250000 Penalty: 4476.804688
	Iteration 22Q: 3 clusters Score -1058463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1058467.125000 Penalty: 4476.804688
	Iteration 23Q: 3 clusters Score -1058467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1058466.250000 Penalty: 4476.804688
	Iteration 24Q: 3 clusters Score -1058466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1058466.000000 Penalty: 4476.804688
	Iteration 25Q: 3 clusters Score -1058466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1058466.875000 Penalty: 4476.804688
	Iteration 26Q: 3 clusters Score -1058467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1058471.500000 Penalty: 4476.804688
	Iteration 27Q: 3 clusters Score -1058472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1058469.750000 Penalty: 4476.804688
	Iteration 28Q: 3 clusters Score -1058470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1058472.125000 Penalty: 4476.804688
	Iteration 29Q: 3 clusters Score -1058472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1058472.500000 Penalty: 4476.804688
	Iteration 30Q: 3 clusters Score -1058472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1058471.625000 Penalty: 4476.804688
	Iteration 31Q: 3 clusters Score -1058472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1058474.000000 Penalty: 4476.804688
	Iteration 32Q: 3 clusters Score -1058474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1058476.750000 Penalty: 4476.804688
	Iteration 33Q: 3 clusters Score -1058477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1058480.875000 Penalty: 4476.804688
	Iteration 34Q: 3 clusters Score -1058481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1058482.750000 Penalty: 4476.804688
	Iteration 35Q: 3 clusters Score -1058483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1058485.000000 Penalty: 4476.804688
	Iteration 36Q: 3 clusters Score -1058485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1058487.500000 Penalty: 4476.804688
	Iteration 37Q: 3 clusters Score -1058488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1058488.500000 Penalty: 4476.804688
	Iteration 38Q: 3 clusters Score -1058488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1058489.500000 Penalty: 4476.804688
	Iteration 39Q: 3 clusters Score -1058490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1058493.250000 Penalty: 4476.804688
	Iteration 40F: 3 clusters Score -1058493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1058491.250000 Penalty: 4476.804688
	Iteration 41Q: 3 clusters Score -1058491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1058492.500000 Penalty: 4476.804688
	Iteration 42Q: 3 clusters Score -1058492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1058494.625000 Penalty: 4476.804688
	Iteration 43Q: 3 clusters Score -1058495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1058494.125000 Penalty: 4476.804688
	Iteration 44Q: 3 clusters Score -1058494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1058498.750000 Penalty: 4476.804688
	Iteration 45Q: 3 clusters Score -1058499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1058501.375000 Penalty: 4476.804688
	Iteration 46Q: 3 clusters Score -1058501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1058501.000000 Penalty: 4476.804688
	Iteration 47Q: 3 clusters Score -1058501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1058506.000000 Penalty: 4476.804688
	Iteration 48Q: 3 clusters Score -1058506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1058506.875000 Penalty: 4476.804688
	Iteration 49Q: 3 clusters Score -1058507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1058507.125000 Penalty: 4476.804688
	Iteration 50Q: 3 clusters Score -1058507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1058506.750000 Penalty: 4476.804688
	Iteration 51Q: 3 clusters Score -1058507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1058506.250000 Penalty: 4476.804688
	Iteration 52Q: 3 clusters Score -1058506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1058507.625000 Penalty: 4476.804688
	Iteration 53Q: 3 clusters Score -1058508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1058507.625000 Penalty: 4476.804688
	Iteration 54F: 3 clusters Score -1058508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Entering Unmasked Estep 
Score: -1213217.125000 Penalty: 2255.959717
	Iteration 0F: 2 clusters Score -1213217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1206131.375000 Penalty: 4511.919434
	Iteration 0F: 3 clusters Score -1206131 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1208110.125000 Penalty: 4511.919434
	Iteration 1F: 3 clusters Score -1208110 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1208399.375000 Penalty: 4511.919434
	Iteration 2F: 3 clusters Score -1208399 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1208584.000000 Penalty: 4511.919434
	Iteration 3F: 3 clusters Score -1208584 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1208720.125000 Penalty: 4511.919434
	Iteration 4Q: 3 clusters Score -1208720 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1208819.000000 Penalty: 4511.919434
	Iteration 5Q: 3 clusters Score -1208819 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1208894.000000 Penalty: 4511.919434
	Iteration 6Q: 3 clusters Score -1208894 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1208961.750000 Penalty: 4511.919434
	Iteration 7Q: 3 clusters Score -1208962 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1209018.875000 Penalty: 4511.919434
	Iteration 8Q: 3 clusters Score -1209019 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1209083.125000 Penalty: 4511.919434
	Iteration 9Q: 3 clusters Score -1209083 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1209156.000000 Penalty: 4511.919434
	Iteration 10Q: 3 clusters Score -1209156 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1209245.875000 Penalty: 4511.919434
	Iteration 11Q: 3 clusters Score -1209246 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1209361.000000 Penalty: 4511.919434
	Iteration 12Q: 3 clusters Score -1209361 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1209514.625000 Penalty: 4511.919434
	Iteration 13Q: 3 clusters Score -1209515 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1209684.000000 Penalty: 4511.919434
	Iteration 14Q: 3 clusters Score -1209684 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1209856.250000 Penalty: 4511.919434
	Iteration 15Q: 3 clusters Score -1209856 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1210033.375000 Penalty: 4511.919434
	Iteration 16Q: 3 clusters Score -1210033 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1210229.250000 Penalty: 4511.919434
	Iteration 17Q: 3 clusters Score -1210229 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1210427.000000 Penalty: 4511.919434
	Iteration 18Q: 3 clusters Score -1210427 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1210577.250000 Penalty: 4511.919434
	Iteration 19Q: 3 clusters Score -1210577 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1210714.500000 Penalty: 4511.919434
	Iteration 20F: 3 clusters Score -1210714 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1210827.125000 Penalty: 4511.919434
	Iteration 21Q: 3 clusters Score -1210827 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1210895.750000 Penalty: 4511.919434
	Iteration 22Q: 3 clusters Score -1210896 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1210954.125000 Penalty: 4511.919434
	Iteration 23Q: 3 clusters Score -1210954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1211001.750000 Penalty: 4511.919434
	Iteration 24Q: 3 clusters Score -1211002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1211033.625000 Penalty: 4511.919434
	Iteration 25Q: 3 clusters Score -1211034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1211061.125000 Penalty: 4511.919434
	Iteration 26Q: 3 clusters Score -1211061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1211088.250000 Penalty: 4511.919434
	Iteration 27Q: 3 clusters Score -1211088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1211111.500000 Penalty: 4511.919434
	Iteration 28Q: 3 clusters Score -1211112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1211130.750000 Penalty: 4511.919434
	Iteration 29Q: 3 clusters Score -1211131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1211146.500000 Penalty: 4511.919434
	Iteration 30Q: 3 clusters Score -1211146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1211159.750000 Penalty: 4511.919434
	Iteration 31Q: 3 clusters Score -1211160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1211172.500000 Penalty: 4511.919434
	Iteration 32Q: 3 clusters Score -1211172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1211178.375000 Penalty: 4511.919434
	Iteration 33Q: 3 clusters Score -1211178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1211188.875000 Penalty: 4511.919434
	Iteration 34Q: 3 clusters Score -1211189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1211199.875000 Penalty: 4511.919434
	Iteration 35Q: 3 clusters Score -1211200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1211206.875000 Penalty: 4511.919434
	Iteration 36Q: 3 clusters Score -1211207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1211216.250000 Penalty: 4511.919434
	Iteration 37Q: 3 clusters Score -1211216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1211222.500000 Penalty: 4511.919434
	Iteration 38Q: 3 clusters Score -1211222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1211225.250000 Penalty: 4511.919434
	Iteration 39Q: 3 clusters Score -1211225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1211233.125000 Penalty: 4511.919434
	Iteration 40F: 3 clusters Score -1211233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1211238.000000 Penalty: 4511.919434
	Iteration 41Q: 3 clusters Score -1211238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1211240.625000 Penalty: 4511.919434
	Iteration 42Q: 3 clusters Score -1211241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1211246.625000 Penalty: 4511.919434
	Iteration 43Q: 3 clusters Score -1211247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1211251.375000 Penalty: 4511.919434
	Iteration 44Q: 3 clusters Score -1211251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1211255.625000 Penalty: 4511.919434
	Iteration 45Q: 3 clusters Score -1211256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1211257.750000 Penalty: 4511.919434
	Iteration 46Q: 3 clusters Score -1211258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1211261.000000 Penalty: 4511.919434
	Iteration 47Q: 3 clusters Score -1211261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1211264.500000 Penalty: 4511.919434
	Iteration 48Q: 3 clusters Score -1211264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1211262.750000 Penalty: 4511.919434
	Iteration 49Q: 3 clusters Score -1211263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1211268.375000 Penalty: 4511.919434
	Iteration 50Q: 3 clusters Score -1211268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1211267.875000 Penalty: 4511.919434
	Iteration 51Q: 3 clusters Score -1211268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1211270.625000 Penalty: 4511.919434
	Iteration 52Q: 3 clusters Score -1211271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1211269.250000 Penalty: 4511.919434
	Iteration 53Q: 3 clusters Score -1211269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1211269.875000 Penalty: 4511.919434
	Iteration 54Q: 3 clusters Score -1211270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1211272.625000 Penalty: 4511.919434
	Iteration 55Q: 3 clusters Score -1211273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1211273.625000 Penalty: 4511.919434
	Iteration 56Q: 3 clusters Score -1211274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1211277.625000 Penalty: 4511.919434
	Iteration 57Q: 3 clusters Score -1211278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1211277.750000 Penalty: 4511.919434
	Iteration 58Q: 3 clusters Score -1211278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1211279.750000 Penalty: 4511.919434
	Iteration 59Q: 3 clusters Score -1211280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1211279.250000 Penalty: 4511.919434
	Iteration 60F: 3 clusters Score -1211279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1211282.125000 Penalty: 4511.919434
	Iteration 61Q: 3 clusters Score -1211282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1211283.500000 Penalty: 4511.919434
	Iteration 62Q: 3 clusters Score -1211284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1211285.750000 Penalty: 4511.919434
	Iteration 63Q: 3 clusters Score -1211286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1211285.750000 Penalty: 4511.919434
	Iteration 64F: 3 clusters Score -1211286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Entering Unmasked Estep 
Score: -2611219.250000 Penalty: 2448.063232
	Iteration 0F: 2 clusters Score -2611219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2597544.000000 Penalty: 4896.126465
	Iteration 0F: 3 clusters Score -2597544 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2602136.500000 Penalty: 4896.126465
	Iteration 1F: 3 clusters Score -2602136 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2602573.500000 Penalty: 4896.126465
	Iteration 2F: 3 clusters Score -2602574 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2602966.750000 Penalty: 4896.126465
	Iteration 3Q: 3 clusters Score -2602967 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2603398.250000 Penalty: 4896.126465
	Iteration 4Q: 3 clusters Score -2603398 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2603922.250000 Penalty: 4896.126465
	Iteration 5Q: 3 clusters Score -2603922 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2604509.750000 Penalty: 4896.126465
	Iteration 6F: 3 clusters Score -2604510 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2605228.750000 Penalty: 4896.126465
	Iteration 7F: 3 clusters Score -2605229 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2606093.250000 Penalty: 4896.126465
	Iteration 8F: 3 clusters Score -2606093 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2607016.750000 Penalty: 4896.126465
	Iteration 9F: 3 clusters Score -2607017 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2607854.750000 Penalty: 4896.126465
	Iteration 10F: 3 clusters Score -2607855 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2608560.250000 Penalty: 4896.126465
	Iteration 11Q: 3 clusters Score -2608560 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2609045.750000 Penalty: 4896.126465
	Iteration 12Q: 3 clusters Score -2609046 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2609374.250000 Penalty: 4896.126465
	Iteration 13Q: 3 clusters Score -2609374 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2609638.250000 Penalty: 4896.126465
	Iteration 14Q: 3 clusters Score -2609638 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2609817.750000 Penalty: 4896.126465
	Iteration 15Q: 3 clusters Score -2609818 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2609937.250000 Penalty: 4896.126465
	Iteration 16Q: 3 clusters Score -2609937 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2610010.500000 Penalty: 4896.126465
	Iteration 17Q: 3 clusters Score -2610010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2610073.000000 Penalty: 4896.126465
	Iteration 18Q: 3 clusters Score -2610073 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2610124.750000 Penalty: 4896.126465
	Iteration 19Q: 3 clusters Score -2610125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2610151.500000 Penalty: 4896.126465
	Iteration 20F: 3 clusters Score -2610152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2610170.000000 Penalty: 4896.126465
	Iteration 21Q: 3 clusters Score -2610170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2610180.000000 Penalty: 4896.126465
	Iteration 22Q: 3 clusters Score -2610180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2610183.750000 Penalty: 4896.126465
	Iteration 23Q: 3 clusters Score -2610184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2610203.000000 Penalty: 4896.126465
	Iteration 24Q: 3 clusters Score -2610203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2610210.250000 Penalty: 4896.126465
	Iteration 25Q: 3 clusters Score -2610210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2610211.500000 Penalty: 4896.126465
	Iteration 26Q: 3 clusters Score -2610212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2610206.750000 Penalty: 4896.126465
	Iteration 27Q: 3 clusters Score -2610207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2610212.500000 Penalty: 4896.126465
	Iteration 28Q: 3 clusters Score -2610212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2610213.250000 Penalty: 4896.126465
	Iteration 29Q: 3 clusters Score -2610213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2610213.250000 Penalty: 4896.126465
	Iteration 30F: 3 clusters Score -2610213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -24229.896484 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -24229.9 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 116 members 
Entering Unmasked Estep 
Score: -23113.599609 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -23113.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23281.388672 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -23281.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23393.703125 Penalty: 2738.644775
	Iteration 2F: 3 clusters Score -23393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23454.353516 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -23454.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23468.191406 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -23468.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23475.412109 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -23475.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23475.412109 Penalty: 2738.644775
	Iteration 6F: 3 clusters Score -23475.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216509 members 
Entering Unmasked Estep 
Score: -28716766.000000 Penalty: 3046.775879
	Iteration 0F: 2 clusters Score -2.871677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108516 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -28580862.000000 Penalty: 6093.551758
	Iteration 0F: 3 clusters Score -2.858086e+07 nChanged 104448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112000 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -28642044.000000 Penalty: 6093.551758
	Iteration 1F: 3 clusters Score -2.864204e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114363 members 
Mstep: Class 2 contains 102146 members 
Entering Unmasked Estep 
Score: -28642896.000000 Penalty: 6093.551758
	Iteration 2Q: 3 clusters Score -2.86429e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118227 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -28644162.000000 Penalty: 6093.551758
	Iteration 3Q: 3 clusters Score -2.864416e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124059 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -28646484.000000 Penalty: 6093.551758
	Iteration 4Q: 3 clusters Score -2.864648e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132952 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -28650534.000000 Penalty: 6093.551758
	Iteration 5Q: 3 clusters Score -2.865053e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145817 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -28658264.000000 Penalty: 6093.551758
	Iteration 6F: 3 clusters Score -2.865826e+07 nChanged 17614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -28672102.000000 Penalty: 6093.551758
	Iteration 7F: 3 clusters Score -2.86721e+07 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183300 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -28689412.000000 Penalty: 6093.551758
	Iteration 8F: 3 clusters Score -2.868941e+07 nChanged 16244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199536 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -28702346.000000 Penalty: 6093.551758
	Iteration 9F: 3 clusters Score -2.870235e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208595 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -28708524.000000 Penalty: 6093.551758
	Iteration 10Q: 3 clusters Score -2.870852e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212487 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -28711372.000000 Penalty: 6093.551758
	Iteration 11Q: 3 clusters Score -2.871137e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214123 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -28712632.000000 Penalty: 6093.551758
	Iteration 12Q: 3 clusters Score -2.871263e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214832 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -28713180.000000 Penalty: 6093.551758
	Iteration 13Q: 3 clusters Score -2.871318e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215196 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -28713432.000000 Penalty: 6093.551758
	Iteration 14Q: 3 clusters Score -2.871343e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215408 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -28713638.000000 Penalty: 6093.551758
	Iteration 15Q: 3 clusters Score -2.871364e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215533 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -28713768.000000 Penalty: 6093.551758
	Iteration 16Q: 3 clusters Score -2.871377e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215625 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -28713832.000000 Penalty: 6093.551758
	Iteration 17Q: 3 clusters Score -2.871383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215683 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -28713920.000000 Penalty: 6093.551758
	Iteration 18Q: 3 clusters Score -2.871392e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215731 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -28713952.000000 Penalty: 6093.551758
	Iteration 19Q: 3 clusters Score -2.871395e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215762 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -28713958.000000 Penalty: 6093.551758
	Iteration 20F: 3 clusters Score -2.871396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215783 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -28713964.000000 Penalty: 6093.551758
	Iteration 21Q: 3 clusters Score -2.871396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215807 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -28713990.000000 Penalty: 6093.551758
	Iteration 22Q: 3 clusters Score -2.871399e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215826 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -28714012.000000 Penalty: 6093.551758
	Iteration 23Q: 3 clusters Score -2.871401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215843 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -28713988.000000 Penalty: 6093.551758
	Iteration 24Q: 3 clusters Score -2.871399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215857 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -28713986.000000 Penalty: 6093.551758
	Iteration 25Q: 3 clusters Score -2.871399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215867 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -28714010.000000 Penalty: 6093.551758
	Iteration 26Q: 3 clusters Score -2.871401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215876 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -28713990.000000 Penalty: 6093.551758
	Iteration 27Q: 3 clusters Score -2.871399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215880 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28713994.000000 Penalty: 6093.551758
	Iteration 28Q: 3 clusters Score -2.871399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215881 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -28714012.000000 Penalty: 6093.551758
	Iteration 29Q: 3 clusters Score -2.871401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215886 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -28714014.000000 Penalty: 6093.551758
	Iteration 30Q: 3 clusters Score -2.871401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215890 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -28714026.000000 Penalty: 6093.551758
	Iteration 31Q: 3 clusters Score -2.871403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215891 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -28714032.000000 Penalty: 6093.551758
	Iteration 32Q: 3 clusters Score -2.871403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215891 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -28714032.000000 Penalty: 6093.551758
	Iteration 33F: 3 clusters Score -2.871403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 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 261 members 
Entering Unmasked Estep 
Score: -57825.707031 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57825.71 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58201.519531 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58201.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58409.515625 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58409.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58521.828125 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -58521.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58667.078125 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -58667.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58775.792969 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -58775.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58842.355469 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -58842.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58852.718750 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -58852.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58863.125000 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -58863.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58875.851562 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -58875.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58892.246094 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -58892.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58922.617188 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -58922.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58954.960938 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -58954.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58974.785156 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -58974.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58992.289062 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -58992.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59011.253906 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -59011.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59023.035156 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -59023.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59028.089844 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -59028.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59030.089844 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -59030.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59032.796875 Penalty: 3150.039307
	Iteration 19F: 3 clusters Score -59032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59037.640625 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -59037.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59038.574219 Penalty: 3150.039307
	Iteration 21Q: 3 clusters Score -59038.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59038.574219 Penalty: 3150.039307
	Iteration 22F: 3 clusters Score -59038.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189260 members 
Entering Unmasked Estep 
Score: -25025742.000000 Penalty: 3013.417480
	Iteration 0F: 2 clusters Score -2.502574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -24916790.000000 Penalty: 6026.834961
	Iteration 0F: 3 clusters Score -2.491679e+07 nChanged 90730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 96680 members 
Entering Unmasked Estep 
Score: -24969692.000000 Penalty: 6026.834961
	Iteration 1F: 3 clusters Score -2.496969e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -24970876.000000 Penalty: 6026.834961
	Iteration 2Q: 3 clusters Score -2.497088e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -24971960.000000 Penalty: 6026.834961
	Iteration 3Q: 3 clusters Score -2.497196e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -24973778.000000 Penalty: 6026.834961
	Iteration 4Q: 3 clusters Score -2.497378e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
Score: -24976310.000000 Penalty: 6026.834961
	Iteration 5Q: 3 clusters Score -2.497631e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -24980398.000000 Penalty: 6026.834961
	Iteration 6Q: 3 clusters Score -2.49804e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -24986554.000000 Penalty: 6026.834961
	Iteration 7F: 3 clusters Score -2.498655e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -24994624.000000 Penalty: 6026.834961
	Iteration 8F: 3 clusters Score -2.499462e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 126515 members 
Entering Unmasked Estep 
Score: -25002196.000000 Penalty: 6026.834961
	Iteration 9F: 3 clusters Score -2.50022e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 128492 members 
Entering Unmasked Estep 
Score: -25006662.000000 Penalty: 6026.834961
	Iteration 10F: 3 clusters Score -2.500666e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -25008296.000000 Penalty: 6026.834961
	Iteration 11Q: 3 clusters Score -2.50083e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 129990 members 
Entering Unmasked Estep 
Score: -25008748.000000 Penalty: 6026.834961
	Iteration 12Q: 3 clusters Score -2.500875e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 130446 members 
Entering Unmasked Estep 
Score: -25008742.000000 Penalty: 6026.834961
	Iteration 13Q: 3 clusters Score -2.500874e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 130837 members 
Entering Unmasked Estep 
Score: -25008896.000000 Penalty: 6026.834961
	Iteration 14Q: 3 clusters Score -2.50089e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 131185 members 
Entering Unmasked Estep 
Score: -25008920.000000 Penalty: 6026.834961
	Iteration 15Q: 3 clusters Score -2.500892e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -25008988.000000 Penalty: 6026.834961
	Iteration 16Q: 3 clusters Score -2.500899e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 131685 members 
Entering Unmasked Estep 
Score: -25009032.000000 Penalty: 6026.834961
	Iteration 17Q: 3 clusters Score -2.500903e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 131978 members 
Entering Unmasked Estep 
Score: -25008998.000000 Penalty: 6026.834961
	Iteration 18Q: 3 clusters Score -2.5009e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 132185 members 
Entering Unmasked Estep 
Score: -25009046.000000 Penalty: 6026.834961
	Iteration 19Q: 3 clusters Score -2.500905e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 132340 members 
Entering Unmasked Estep 
Score: -25009052.000000 Penalty: 6026.834961
	Iteration 20F: 3 clusters Score -2.500905e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 132443 members 
Entering Unmasked Estep 
Score: -25008982.000000 Penalty: 6026.834961
	Iteration 21Q: 3 clusters Score -2.500898e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -25008990.000000 Penalty: 6026.834961
	Iteration 22Q: 3 clusters Score -2.500899e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 132532 members 
Entering Unmasked Estep 
Score: -25008978.000000 Penalty: 6026.834961
	Iteration 23Q: 3 clusters Score -2.500898e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 132571 members 
Entering Unmasked Estep 
Score: -25009046.000000 Penalty: 6026.834961
	Iteration 24Q: 3 clusters Score -2.500905e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 132567 members 
Entering Unmasked Estep 
Score: -25008988.000000 Penalty: 6026.834961
	Iteration 25Q: 3 clusters Score -2.500899e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 132529 members 
Entering Unmasked Estep 
Score: -25009010.000000 Penalty: 6026.834961
	Iteration 26Q: 3 clusters Score -2.500901e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 132475 members 
Entering Unmasked Estep 
Score: -25008922.000000 Penalty: 6026.834961
	Iteration 27Q: 3 clusters Score -2.500892e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 132378 members 
Entering Unmasked Estep 
Score: -25008866.000000 Penalty: 6026.834961
	Iteration 28Q: 3 clusters Score -2.500887e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 132301 members 
Entering Unmasked Estep 
Score: -25008852.000000 Penalty: 6026.834961
	Iteration 29Q: 3 clusters Score -2.500885e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 132191 members 
Entering Unmasked Estep 
Score: -25008866.000000 Penalty: 6026.834961
	Iteration 30Q: 3 clusters Score -2.500887e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 132117 members 
Entering Unmasked Estep 
Score: -25008742.000000 Penalty: 6026.834961
	Iteration 31Q: 3 clusters Score -2.500874e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 132023 members 
Entering Unmasked Estep 
Score: -25008724.000000 Penalty: 6026.834961
	Iteration 32Q: 3 clusters Score -2.500872e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -25008698.000000 Penalty: 6026.834961
	Iteration 33Q: 3 clusters Score -2.50087e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 131857 members 
Entering Unmasked Estep 
Score: -25008694.000000 Penalty: 6026.834961
	Iteration 34Q: 3 clusters Score -2.500869e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 131769 members 
Entering Unmasked Estep 
Score: -25008714.000000 Penalty: 6026.834961
	Iteration 35Q: 3 clusters Score -2.500871e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 131664 members 
Entering Unmasked Estep 
Score: -25008740.000000 Penalty: 6026.834961
	Iteration 36Q: 3 clusters Score -2.500874e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -25008770.000000 Penalty: 6026.834961
	Iteration 37Q: 3 clusters Score -2.500877e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 131410 members 
Entering Unmasked Estep 
Score: -25008746.000000 Penalty: 6026.834961
	Iteration 38Q: 3 clusters Score -2.500875e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
Score: -25008684.000000 Penalty: 6026.834961
	Iteration 39Q: 3 clusters Score -2.500868e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 131069 members 
Entering Unmasked Estep 
Score: -25008674.000000 Penalty: 6026.834961
	Iteration 40F: 3 clusters Score -2.500867e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 130874 members 
Entering Unmasked Estep 
Score: -25008588.000000 Penalty: 6026.834961
	Iteration 41Q: 3 clusters Score -2.500859e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -25008492.000000 Penalty: 6026.834961
	Iteration 42Q: 3 clusters Score -2.500849e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 130435 members 
Entering Unmasked Estep 
Score: -25008462.000000 Penalty: 6026.834961
	Iteration 43Q: 3 clusters Score -2.500846e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 130204 members 
Entering Unmasked Estep 
Score: -25008408.000000 Penalty: 6026.834961
	Iteration 44Q: 3 clusters Score -2.500841e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -25008384.000000 Penalty: 6026.834961
	Iteration 45Q: 3 clusters Score -2.500838e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 129655 members 
Entering Unmasked Estep 
Score: -25008464.000000 Penalty: 6026.834961
	Iteration 46Q: 3 clusters Score -2.500846e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -25008424.000000 Penalty: 6026.834961
	Iteration 47Q: 3 clusters Score -2.500842e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 129094 members 
Entering Unmasked Estep 
Score: -25008406.000000 Penalty: 6026.834961
	Iteration 48Q: 3 clusters Score -2.500841e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 128831 members 
Entering Unmasked Estep 
Score: -25008364.000000 Penalty: 6026.834961
	Iteration 49Q: 3 clusters Score -2.500836e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 128557 members 
Entering Unmasked Estep 
Score: -25008326.000000 Penalty: 6026.834961
	Iteration 50Q: 3 clusters Score -2.500833e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 128270 members 
Entering Unmasked Estep 
Score: -25008280.000000 Penalty: 6026.834961
	Iteration 51Q: 3 clusters Score -2.500828e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 127968 members 
Entering Unmasked Estep 
Score: -25008268.000000 Penalty: 6026.834961
	Iteration 52Q: 3 clusters Score -2.500827e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 127676 members 
Entering Unmasked Estep 
Score: -25008344.000000 Penalty: 6026.834961
	Iteration 53Q: 3 clusters Score -2.500834e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 127378 members 
Entering Unmasked Estep 
Score: -25008280.000000 Penalty: 6026.834961
	Iteration 54Q: 3 clusters Score -2.500828e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 127050 members 
Entering Unmasked Estep 
Score: -25008300.000000 Penalty: 6026.834961
	Iteration 55Q: 3 clusters Score -2.50083e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -25008296.000000 Penalty: 6026.834961
	Iteration 56Q: 3 clusters Score -2.50083e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 126386 members 
Entering Unmasked Estep 
Score: -25008298.000000 Penalty: 6026.834961
	Iteration 57Q: 3 clusters Score -2.50083e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 126080 members 
Entering Unmasked Estep 
Score: -25008370.000000 Penalty: 6026.834961
	Iteration 58Q: 3 clusters Score -2.500837e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 125766 members 
Entering Unmasked Estep 
Score: -25008342.000000 Penalty: 6026.834961
	Iteration 59Q: 3 clusters Score -2.500834e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 125427 members 
Entering Unmasked Estep 
Score: -25008298.000000 Penalty: 6026.834961
	Iteration 60F: 3 clusters Score -2.50083e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 125127 members 
Entering Unmasked Estep 
Score: -25008296.000000 Penalty: 6026.834961
	Iteration 61Q: 3 clusters Score -2.50083e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 124879 members 
Entering Unmasked Estep 
Score: -25008218.000000 Penalty: 6026.834961
	Iteration 62Q: 3 clusters Score -2.500822e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 124625 members 
Entering Unmasked Estep 
Score: -25008220.000000 Penalty: 6026.834961
	Iteration 63Q: 3 clusters Score -2.500822e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 124375 members 
Entering Unmasked Estep 
Score: -25008192.000000 Penalty: 6026.834961
	Iteration 64Q: 3 clusters Score -2.500819e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -25008238.000000 Penalty: 6026.834961
	Iteration 65Q: 3 clusters Score -2.500824e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 123862 members 
Entering Unmasked Estep 
Score: -25008296.000000 Penalty: 6026.834961
	Iteration 66Q: 3 clusters Score -2.50083e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 123608 members 
Entering Unmasked Estep 
Score: -25008262.000000 Penalty: 6026.834961
	Iteration 67Q: 3 clusters Score -2.500826e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 123374 members 
Entering Unmasked Estep 
Score: -25008222.000000 Penalty: 6026.834961
	Iteration 68Q: 3 clusters Score -2.500822e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 123115 members 
Entering Unmasked Estep 
Score: -25008220.000000 Penalty: 6026.834961
	Iteration 69Q: 3 clusters Score -2.500822e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 122856 members 
Entering Unmasked Estep 
Score: -25008200.000000 Penalty: 6026.834961
	Iteration 70Q: 3 clusters Score -2.50082e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 122607 members 
Entering Unmasked Estep 
Score: -25008214.000000 Penalty: 6026.834961
	Iteration 71Q: 3 clusters Score -2.500821e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -25008168.000000 Penalty: 6026.834961
	Iteration 72Q: 3 clusters Score -2.500817e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 122295 members 
Entering Unmasked Estep 
Score: -25008210.000000 Penalty: 6026.834961
	Iteration 73Q: 3 clusters Score -2.500821e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -25008216.000000 Penalty: 6026.834961
	Iteration 74Q: 3 clusters Score -2.500822e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -25008272.000000 Penalty: 6026.834961
	Iteration 75Q: 3 clusters Score -2.500827e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 121751 members 
Entering Unmasked Estep 
Score: -25008232.000000 Penalty: 6026.834961
	Iteration 76Q: 3 clusters Score -2.500823e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 121608 members 
Entering Unmasked Estep 
Score: -25008202.000000 Penalty: 6026.834961
	Iteration 77Q: 3 clusters Score -2.50082e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 121455 members 
Entering Unmasked Estep 
Score: -25008188.000000 Penalty: 6026.834961
	Iteration 78Q: 3 clusters Score -2.500819e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 121312 members 
Entering Unmasked Estep 
Score: -25008146.000000 Penalty: 6026.834961
	Iteration 79Q: 3 clusters Score -2.500815e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 121154 members 
Entering Unmasked Estep 
Score: -25008114.000000 Penalty: 6026.834961
	Iteration 80F: 3 clusters Score -2.500811e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 121006 members 
Entering Unmasked Estep 
Score: -25008096.000000 Penalty: 6026.834961
	Iteration 81Q: 3 clusters Score -2.50081e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 120847 members 
Entering Unmasked Estep 
Score: -25008088.000000 Penalty: 6026.834961
	Iteration 82Q: 3 clusters Score -2.500809e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 120677 members 
Entering Unmasked Estep 
Score: -25008084.000000 Penalty: 6026.834961
	Iteration 83Q: 3 clusters Score -2.500808e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 120516 members 
Entering Unmasked Estep 
Score: -25008036.000000 Penalty: 6026.834961
	Iteration 84Q: 3 clusters Score -2.500804e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 120373 members 
Entering Unmasked Estep 
Score: -25008046.000000 Penalty: 6026.834961
	Iteration 85Q: 3 clusters Score -2.500805e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 120225 members 
Entering Unmasked Estep 
Score: -25008058.000000 Penalty: 6026.834961
	Iteration 86Q: 3 clusters Score -2.500806e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 120054 members 
Entering Unmasked Estep 
Score: -25008090.000000 Penalty: 6026.834961
	Iteration 87Q: 3 clusters Score -2.500809e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 119906 members 
Entering Unmasked Estep 
Score: -25008126.000000 Penalty: 6026.834961
	Iteration 88Q: 3 clusters Score -2.500813e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 119749 members 
Entering Unmasked Estep 
Score: -25008188.000000 Penalty: 6026.834961
	Iteration 89Q: 3 clusters Score -2.500819e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -25008192.000000 Penalty: 6026.834961
	Iteration 90Q: 3 clusters Score -2.500819e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 119350 members 
Entering Unmasked Estep 
Score: -25008214.000000 Penalty: 6026.834961
	Iteration 91Q: 3 clusters Score -2.500821e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 119157 members 
Entering Unmasked Estep 
Score: -25008250.000000 Penalty: 6026.834961
	Iteration 92Q: 3 clusters Score -2.500825e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -25008302.000000 Penalty: 6026.834961
	Iteration 93Q: 3 clusters Score -2.50083e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 118802 members 
Entering Unmasked Estep 
Score: -25008242.000000 Penalty: 6026.834961
	Iteration 94Q: 3 clusters Score -2.500824e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 118634 members 
Entering Unmasked Estep 
Score: -25008234.000000 Penalty: 6026.834961
	Iteration 95Q: 3 clusters Score -2.500823e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -25008254.000000 Penalty: 6026.834961
	Iteration 96Q: 3 clusters Score -2.500825e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 118275 members 
Entering Unmasked Estep 
Score: -25008278.000000 Penalty: 6026.834961
	Iteration 97Q: 3 clusters Score -2.500828e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 118112 members 
Entering Unmasked Estep 
Score: -25008298.000000 Penalty: 6026.834961
	Iteration 98Q: 3 clusters Score -2.50083e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 117966 members 
Entering Unmasked Estep 
Score: -25008376.000000 Penalty: 6026.834961
	Iteration 99Q: 3 clusters Score -2.500838e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -25008388.000000 Penalty: 6026.834961
	Iteration 100F: 3 clusters Score -2.500839e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 117661 members 
Entering Unmasked Estep 
Score: -25008442.000000 Penalty: 6026.834961
	Iteration 101Q: 3 clusters Score -2.500844e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -25008498.000000 Penalty: 6026.834961
	Iteration 102Q: 3 clusters Score -2.50085e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -25008468.000000 Penalty: 6026.834961
	Iteration 103Q: 3 clusters Score -2.500847e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -25008434.000000 Penalty: 6026.834961
	Iteration 104Q: 3 clusters Score -2.500843e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 117149 members 
Entering Unmasked Estep 
Score: -25008444.000000 Penalty: 6026.834961
	Iteration 105Q: 3 clusters Score -2.500844e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 117033 members 
Entering Unmasked Estep 
Score: -25008454.000000 Penalty: 6026.834961
	Iteration 106Q: 3 clusters Score -2.500845e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -25008494.000000 Penalty: 6026.834961
	Iteration 107Q: 3 clusters Score -2.500849e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 116750 members 
Entering Unmasked Estep 
Score: -25008480.000000 Penalty: 6026.834961
	Iteration 108Q: 3 clusters Score -2.500848e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 116609 members 
Entering Unmasked Estep 
Score: -25008440.000000 Penalty: 6026.834961
	Iteration 109Q: 3 clusters Score -2.500844e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 116484 members 
Entering Unmasked Estep 
Score: -25008432.000000 Penalty: 6026.834961
	Iteration 110Q: 3 clusters Score -2.500843e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 116345 members 
Entering Unmasked Estep 
Score: -25008472.000000 Penalty: 6026.834961
	Iteration 111Q: 3 clusters Score -2.500847e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 116216 members 
Entering Unmasked Estep 
Score: -25008472.000000 Penalty: 6026.834961
	Iteration 112Q: 3 clusters Score -2.500847e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 116063 members 
Entering Unmasked Estep 
Score: -25008532.000000 Penalty: 6026.834961
	Iteration 113Q: 3 clusters Score -2.500853e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 115885 members 
Entering Unmasked Estep 
Score: -25008544.000000 Penalty: 6026.834961
	Iteration 114Q: 3 clusters Score -2.500854e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 115701 members 
Entering Unmasked Estep 
Score: -25008550.000000 Penalty: 6026.834961
	Iteration 115Q: 3 clusters Score -2.500855e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 115525 members 
Entering Unmasked Estep 
Score: -25008568.000000 Penalty: 6026.834961
	Iteration 116Q: 3 clusters Score -2.500857e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -25008620.000000 Penalty: 6026.834961
	Iteration 117Q: 3 clusters Score -2.500862e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 115178 members 
Entering Unmasked Estep 
Score: -25008572.000000 Penalty: 6026.834961
	Iteration 118Q: 3 clusters Score -2.500857e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 115000 members 
Entering Unmasked Estep 
Score: -25008646.000000 Penalty: 6026.834961
	Iteration 119Q: 3 clusters Score -2.500865e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -25008652.000000 Penalty: 6026.834961
	Iteration 120F: 3 clusters Score -2.500865e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 114657 members 
Entering Unmasked Estep 
Score: -25008594.000000 Penalty: 6026.834961
	Iteration 121Q: 3 clusters Score -2.500859e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -25008638.000000 Penalty: 6026.834961
	Iteration 122Q: 3 clusters Score -2.500864e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -25008666.000000 Penalty: 6026.834961
	Iteration 123Q: 3 clusters Score -2.500867e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -25008736.000000 Penalty: 6026.834961
	Iteration 124Q: 3 clusters Score -2.500874e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 114065 members 
Entering Unmasked Estep 
Score: -25008654.000000 Penalty: 6026.834961
	Iteration 125Q: 3 clusters Score -2.500865e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -25008674.000000 Penalty: 6026.834961
	Iteration 126Q: 3 clusters Score -2.500867e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 113637 members 
Entering Unmasked Estep 
Score: -25008692.000000 Penalty: 6026.834961
	Iteration 127Q: 3 clusters Score -2.500869e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 113433 members 
Entering Unmasked Estep 
Score: -25008752.000000 Penalty: 6026.834961
	Iteration 128Q: 3 clusters Score -2.500875e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -25008736.000000 Penalty: 6026.834961
	Iteration 129Q: 3 clusters Score -2.500874e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 113005 members 
Entering Unmasked Estep 
Score: -25008776.000000 Penalty: 6026.834961
	Iteration 130Q: 3 clusters Score -2.500878e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 112759 members 
Entering Unmasked Estep 
Score: -25008876.000000 Penalty: 6026.834961
	Iteration 131Q: 3 clusters Score -2.500888e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -25008958.000000 Penalty: 6026.834961
	Iteration 132Q: 3 clusters Score -2.500896e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -25008996.000000 Penalty: 6026.834961
	Iteration 133Q: 3 clusters Score -2.5009e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 111799 members 
Entering Unmasked Estep 
Score: -25009116.000000 Penalty: 6026.834961
	Iteration 134Q: 3 clusters Score -2.500912e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 111465 members 
Entering Unmasked Estep 
Score: -25009202.000000 Penalty: 6026.834961
	Iteration 135Q: 3 clusters Score -2.50092e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -25009192.000000 Penalty: 6026.834961
	Iteration 136Q: 3 clusters Score -2.500919e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -25009286.000000 Penalty: 6026.834961
	Iteration 137Q: 3 clusters Score -2.500929e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78786 members 
Mstep: Class 2 contains 110474 members 
Entering Unmasked Estep 
Score: -25009424.000000 Penalty: 6026.834961
	Iteration 138Q: 3 clusters Score -2.500942e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 110120 members 
Entering Unmasked Estep 
Score: -25009482.000000 Penalty: 6026.834961
	Iteration 139Q: 3 clusters Score -2.500948e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 109761 members 
Entering Unmasked Estep 
Score: -25009592.000000 Penalty: 6026.834961
	Iteration 140F: 3 clusters Score -2.500959e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 109387 members 
Entering Unmasked Estep 
Score: -25009728.000000 Penalty: 6026.834961
	Iteration 141Q: 3 clusters Score -2.500973e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 108990 members 
Entering Unmasked Estep 
Score: -25009876.000000 Penalty: 6026.834961
	Iteration 142Q: 3 clusters Score -2.500988e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -25009928.000000 Penalty: 6026.834961
	Iteration 143Q: 3 clusters Score -2.500993e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -25010028.000000 Penalty: 6026.834961
	Iteration 144Q: 3 clusters Score -2.501003e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 107844 members 
Entering Unmasked Estep 
Score: -25010306.000000 Penalty: 6026.834961
	Iteration 145Q: 3 clusters Score -2.501031e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 107322 members 
Entering Unmasked Estep 
Score: -25010586.000000 Penalty: 6026.834961
	Iteration 146Q: 3 clusters Score -2.501059e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -25010610.000000 Penalty: 6026.834961
	Iteration 147Q: 3 clusters Score -2.501061e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82945 members 
Mstep: Class 2 contains 106315 members 
Entering Unmasked Estep 
Score: -25010924.000000 Penalty: 6026.834961
	Iteration 148Q: 3 clusters Score -2.501092e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 105767 members 
Entering Unmasked Estep 
Score: -25011208.000000 Penalty: 6026.834961
	Iteration 149Q: 3 clusters Score -2.501121e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84061 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -25011358.000000 Penalty: 6026.834961
	Iteration 150Q: 3 clusters Score -2.501136e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -25011680.000000 Penalty: 6026.834961
	Iteration 151Q: 3 clusters Score -2.501168e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -25012060.000000 Penalty: 6026.834961
	Iteration 152Q: 3 clusters Score -2.501206e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -25012482.000000 Penalty: 6026.834961
	Iteration 153Q: 3 clusters Score -2.501248e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -25012946.000000 Penalty: 6026.834961
	Iteration 154Q: 3 clusters Score -2.501295e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -25013328.000000 Penalty: 6026.834961
	Iteration 155Q: 3 clusters Score -2.501333e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -25013664.000000 Penalty: 6026.834961
	Iteration 156Q: 3 clusters Score -2.501366e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -25014314.000000 Penalty: 6026.834961
	Iteration 157Q: 3 clusters Score -2.501431e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -25014924.000000 Penalty: 6026.834961
	Iteration 158Q: 3 clusters Score -2.501492e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -25015696.000000 Penalty: 6026.834961
	Iteration 159Q: 3 clusters Score -2.50157e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 96640 members 
Entering Unmasked Estep 
Score: -25016280.000000 Penalty: 6026.834961
	Iteration 160F: 3 clusters Score -2.501628e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -25017144.000000 Penalty: 6026.834961
	Iteration 161Q: 3 clusters Score -2.501714e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -25017880.000000 Penalty: 6026.834961
	Iteration 162Q: 3 clusters Score -2.501788e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -25018552.000000 Penalty: 6026.834961
	Iteration 163Q: 3 clusters Score -2.501855e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -25019096.000000 Penalty: 6026.834961
	Iteration 164Q: 3 clusters Score -2.50191e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 90342 members 
Entering Unmasked Estep 
Score: -25019650.000000 Penalty: 6026.834961
	Iteration 165Q: 3 clusters Score -2.501965e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100135 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -25020314.000000 Penalty: 6026.834961
	Iteration 166Q: 3 clusters Score -2.502031e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -25020772.000000 Penalty: 6026.834961
	Iteration 167Q: 3 clusters Score -2.502077e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102404 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -25021026.000000 Penalty: 6026.834961
	Iteration 168Q: 3 clusters Score -2.502103e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 85758 members 
Entering Unmasked Estep 
Score: -25021322.000000 Penalty: 6026.834961
	Iteration 169Q: 3 clusters Score -2.502132e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -25021496.000000 Penalty: 6026.834961
	Iteration 170Q: 3 clusters Score -2.50215e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -25021750.000000 Penalty: 6026.834961
	Iteration 171Q: 3 clusters Score -2.502175e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106527 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -25021892.000000 Penalty: 6026.834961
	Iteration 172Q: 3 clusters Score -2.502189e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -25022012.000000 Penalty: 6026.834961
	Iteration 173Q: 3 clusters Score -2.502201e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -25022090.000000 Penalty: 6026.834961
	Iteration 174Q: 3 clusters Score -2.502209e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -25022134.000000 Penalty: 6026.834961
	Iteration 175Q: 3 clusters Score -2.502213e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110631 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -25022090.000000 Penalty: 6026.834961
	Iteration 176Q: 3 clusters Score -2.502209e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111560 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -25022184.000000 Penalty: 6026.834961
	Iteration 177Q: 3 clusters Score -2.502218e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112516 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -25022262.000000 Penalty: 6026.834961
	Iteration 178Q: 3 clusters Score -2.502226e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -25022326.000000 Penalty: 6026.834961
	Iteration 179Q: 3 clusters Score -2.502233e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -25022498.000000 Penalty: 6026.834961
	Iteration 180F: 3 clusters Score -2.50225e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -25022602.000000 Penalty: 6026.834961
	Iteration 181Q: 3 clusters Score -2.50226e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116470 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -25022700.000000 Penalty: 6026.834961
	Iteration 182Q: 3 clusters Score -2.50227e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117506 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -25022690.000000 Penalty: 6026.834961
	Iteration 183Q: 3 clusters Score -2.502269e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118592 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -25022772.000000 Penalty: 6026.834961
	Iteration 184Q: 3 clusters Score -2.502277e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -25022804.000000 Penalty: 6026.834961
	Iteration 185Q: 3 clusters Score -2.50228e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120742 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -25022720.000000 Penalty: 6026.834961
	Iteration 186Q: 3 clusters Score -2.502272e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121847 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -25022784.000000 Penalty: 6026.834961
	Iteration 187Q: 3 clusters Score -2.502278e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122948 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -25022798.000000 Penalty: 6026.834961
	Iteration 188Q: 3 clusters Score -2.50228e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -25022852.000000 Penalty: 6026.834961
	Iteration 189Q: 3 clusters Score -2.502285e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -25022912.000000 Penalty: 6026.834961
	Iteration 190Q: 3 clusters Score -2.502291e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -25023046.000000 Penalty: 6026.834961
	Iteration 191Q: 3 clusters Score -2.502305e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127806 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -25023128.000000 Penalty: 6026.834961
	Iteration 192Q: 3 clusters Score -2.502313e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129105 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -25023180.000000 Penalty: 6026.834961
	Iteration 193Q: 3 clusters Score -2.502318e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130481 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -25023240.000000 Penalty: 6026.834961
	Iteration 194Q: 3 clusters Score -2.502324e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131956 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -25023410.000000 Penalty: 6026.834961
	Iteration 195Q: 3 clusters Score -2.502341e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133587 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -25023480.000000 Penalty: 6026.834961
	Iteration 196Q: 3 clusters Score -2.502348e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135221 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -25023592.000000 Penalty: 6026.834961
	Iteration 197Q: 3 clusters Score -2.502359e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136853 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -25023700.000000 Penalty: 6026.834961
	Iteration 198Q: 3 clusters Score -2.50237e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138494 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -25023774.000000 Penalty: 6026.834961
	Iteration 199Q: 3 clusters Score -2.502377e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140189 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -25024054.000000 Penalty: 6026.834961
	Iteration 200F: 3 clusters Score -2.502405e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -25024222.000000 Penalty: 6026.834961
	Iteration 201Q: 3 clusters Score -2.502422e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143560 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -25024328.000000 Penalty: 6026.834961
	Iteration 202Q: 3 clusters Score -2.502433e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145198 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -25024592.000000 Penalty: 6026.834961
	Iteration 203Q: 3 clusters Score -2.502459e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -25024846.000000 Penalty: 6026.834961
	Iteration 204Q: 3 clusters Score -2.502485e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148565 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -25025126.000000 Penalty: 6026.834961
	Iteration 205Q: 3 clusters Score -2.502513e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -25025362.000000 Penalty: 6026.834961
	Iteration 206Q: 3 clusters Score -2.502536e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151709 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -25025594.000000 Penalty: 6026.834961
	Iteration 207Q: 3 clusters Score -2.502559e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -25026060.000000 Penalty: 6026.834961
	Iteration 208Q: 3 clusters Score -2.502606e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -25026430.000000 Penalty: 6026.834961
	Iteration 209Q: 3 clusters Score -2.502643e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -25026858.000000 Penalty: 6026.834961
	Iteration 210Q: 3 clusters Score -2.502686e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -25027134.000000 Penalty: 6026.834961
	Iteration 211Q: 3 clusters Score -2.502713e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159831 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -25027326.000000 Penalty: 6026.834961
	Iteration 212Q: 3 clusters Score -2.502733e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161442 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -25027492.000000 Penalty: 6026.834961
	Iteration 213Q: 3 clusters Score -2.502749e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163112 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -25027688.000000 Penalty: 6026.834961
	Iteration 214Q: 3 clusters Score -2.502769e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -25027698.000000 Penalty: 6026.834961
	Iteration 215Q: 3 clusters Score -2.50277e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -25027698.000000 Penalty: 6026.834961
	Iteration 216Q: 3 clusters Score -2.50277e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167626 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -25027662.000000 Penalty: 6026.834961
	Iteration 217Q: 3 clusters Score -2.502766e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -25027658.000000 Penalty: 6026.834961
	Iteration 218Q: 3 clusters Score -2.502766e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170279 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -25027500.000000 Penalty: 6026.834961
	Iteration 219Q: 3 clusters Score -2.50275e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171510 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -25027354.000000 Penalty: 6026.834961
	Iteration 220F: 3 clusters Score -2.502735e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172694 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -25027216.000000 Penalty: 6026.834961
	Iteration 221Q: 3 clusters Score -2.502722e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173840 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -25027196.000000 Penalty: 6026.834961
	Iteration 222Q: 3 clusters Score -2.50272e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174892 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -25027076.000000 Penalty: 6026.834961
	Iteration 223Q: 3 clusters Score -2.502708e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175898 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -25026972.000000 Penalty: 6026.834961
	Iteration 224Q: 3 clusters Score -2.502697e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176839 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -25026848.000000 Penalty: 6026.834961
	Iteration 225Q: 3 clusters Score -2.502685e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -25026696.000000 Penalty: 6026.834961
	Iteration 226Q: 3 clusters Score -2.50267e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178511 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -25026566.000000 Penalty: 6026.834961
	Iteration 227Q: 3 clusters Score -2.502657e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179227 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -25026364.000000 Penalty: 6026.834961
	Iteration 228Q: 3 clusters Score -2.502636e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179874 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -25026172.000000 Penalty: 6026.834961
	Iteration 229Q: 3 clusters Score -2.502617e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180411 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -25026112.000000 Penalty: 6026.834961
	Iteration 230Q: 3 clusters Score -2.502611e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180901 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -25026070.000000 Penalty: 6026.834961
	Iteration 231Q: 3 clusters Score -2.502607e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181371 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -25025982.000000 Penalty: 6026.834961
	Iteration 232Q: 3 clusters Score -2.502598e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181809 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -25025846.000000 Penalty: 6026.834961
	Iteration 233Q: 3 clusters Score -2.502585e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182221 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -25025742.000000 Penalty: 6026.834961
	Iteration 234Q: 3 clusters Score -2.502574e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182578 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -25025720.000000 Penalty: 6026.834961
	Iteration 235Q: 3 clusters Score -2.502572e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182908 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -25025754.000000 Penalty: 6026.834961
	Iteration 236Q: 3 clusters Score -2.502575e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183221 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -25025798.000000 Penalty: 6026.834961
	Iteration 237Q: 3 clusters Score -2.50258e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183494 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -25025736.000000 Penalty: 6026.834961
	Iteration 238Q: 3 clusters Score -2.502574e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183736 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -25025744.000000 Penalty: 6026.834961
	Iteration 239Q: 3 clusters Score -2.502574e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183938 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -25025796.000000 Penalty: 6026.834961
	Iteration 240F: 3 clusters Score -2.50258e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184108 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -25025724.000000 Penalty: 6026.834961
	Iteration 241Q: 3 clusters Score -2.502572e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184289 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -25025732.000000 Penalty: 6026.834961
	Iteration 242Q: 3 clusters Score -2.502573e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184451 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -25025698.000000 Penalty: 6026.834961
	Iteration 243Q: 3 clusters Score -2.50257e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184619 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -25025680.000000 Penalty: 6026.834961
	Iteration 244Q: 3 clusters Score -2.502568e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184758 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -25025700.000000 Penalty: 6026.834961
	Iteration 245Q: 3 clusters Score -2.50257e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184894 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -25025702.000000 Penalty: 6026.834961
	Iteration 246Q: 3 clusters Score -2.50257e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185015 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -25025728.000000 Penalty: 6026.834961
	Iteration 247Q: 3 clusters Score -2.502573e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185114 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -25025718.000000 Penalty: 6026.834961
	Iteration 248Q: 3 clusters Score -2.502572e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185212 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -25025694.000000 Penalty: 6026.834961
	Iteration 249Q: 3 clusters Score -2.502569e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185297 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -25025680.000000 Penalty: 6026.834961
	Iteration 250Q: 3 clusters Score -2.502568e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185368 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -25025674.000000 Penalty: 6026.834961
	Iteration 251Q: 3 clusters Score -2.502567e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185435 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -25025648.000000 Penalty: 6026.834961
	Iteration 252Q: 3 clusters Score -2.502565e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185500 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -25025640.000000 Penalty: 6026.834961
	Iteration 253Q: 3 clusters Score -2.502564e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185550 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -25025648.000000 Penalty: 6026.834961
	Iteration 254Q: 3 clusters Score -2.502565e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185604 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -25025632.000000 Penalty: 6026.834961
	Iteration 255Q: 3 clusters Score -2.502563e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185655 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -25025602.000000 Penalty: 6026.834961
	Iteration 256Q: 3 clusters Score -2.50256e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185696 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -25025586.000000 Penalty: 6026.834961
	Iteration 257Q: 3 clusters Score -2.502559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185729 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -25025560.000000 Penalty: 6026.834961
	Iteration 258Q: 3 clusters Score -2.502556e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185768 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -25025532.000000 Penalty: 6026.834961
	Iteration 259Q: 3 clusters Score -2.502553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185795 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -25025536.000000 Penalty: 6026.834961
	Iteration 260F: 3 clusters Score -2.502554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185822 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -25025508.000000 Penalty: 6026.834961
	Iteration 261Q: 3 clusters Score -2.502551e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185848 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -25025530.000000 Penalty: 6026.834961
	Iteration 262Q: 3 clusters Score -2.502553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185868 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -25025502.000000 Penalty: 6026.834961
	Iteration 263Q: 3 clusters Score -2.50255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185896 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -25025482.000000 Penalty: 6026.834961
	Iteration 264Q: 3 clusters Score -2.502548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185922 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -25025492.000000 Penalty: 6026.834961
	Iteration 265Q: 3 clusters Score -2.502549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185943 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -25025478.000000 Penalty: 6026.834961
	Iteration 266Q: 3 clusters Score -2.502548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185964 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -25025466.000000 Penalty: 6026.834961
	Iteration 267Q: 3 clusters Score -2.502547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185987 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -25025486.000000 Penalty: 6026.834961
	Iteration 268Q: 3 clusters Score -2.502549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186004 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -25025492.000000 Penalty: 6026.834961
	Iteration 269Q: 3 clusters Score -2.502549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186025 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -25025474.000000 Penalty: 6026.834961
	Iteration 270Q: 3 clusters Score -2.502547e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186046 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -25025470.000000 Penalty: 6026.834961
	Iteration 271Q: 3 clusters Score -2.502547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186062 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -25025484.000000 Penalty: 6026.834961
	Iteration 272Q: 3 clusters Score -2.502548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186070 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -25025482.000000 Penalty: 6026.834961
	Iteration 273Q: 3 clusters Score -2.502548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186074 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -25025466.000000 Penalty: 6026.834961
	Iteration 274Q: 3 clusters Score -2.502547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186084 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -25025484.000000 Penalty: 6026.834961
	Iteration 275Q: 3 clusters Score -2.502548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186093 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -25025496.000000 Penalty: 6026.834961
	Iteration 276Q: 3 clusters Score -2.50255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186102 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -25025476.000000 Penalty: 6026.834961
	Iteration 277Q: 3 clusters Score -2.502548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186114 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25025456.000000 Penalty: 6026.834961
	Iteration 278Q: 3 clusters Score -2.502546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186130 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -25025474.000000 Penalty: 6026.834961
	Iteration 279Q: 3 clusters Score -2.502547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186153 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -25025484.000000 Penalty: 6026.834961
	Iteration 280F: 3 clusters Score -2.502548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186171 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -25025474.000000 Penalty: 6026.834961
	Iteration 281Q: 3 clusters Score -2.502547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186190 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -25025488.000000 Penalty: 6026.834961
	Iteration 282Q: 3 clusters Score -2.502549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186210 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -25025496.000000 Penalty: 6026.834961
	Iteration 283Q: 3 clusters Score -2.50255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186224 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -25025470.000000 Penalty: 6026.834961
	Iteration 284Q: 3 clusters Score -2.502547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186237 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -25025462.000000 Penalty: 6026.834961
	Iteration 285Q: 3 clusters Score -2.502546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186247 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -25025438.000000 Penalty: 6026.834961
	Iteration 286Q: 3 clusters Score -2.502544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186252 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -25025436.000000 Penalty: 6026.834961
	Iteration 287Q: 3 clusters Score -2.502544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186256 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -25025446.000000 Penalty: 6026.834961
	Iteration 288Q: 3 clusters Score -2.502545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186264 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -25025432.000000 Penalty: 6026.834961
	Iteration 289Q: 3 clusters Score -2.502543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186267 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -25025438.000000 Penalty: 6026.834961
	Iteration 290Q: 3 clusters Score -2.502544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186271 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -25025444.000000 Penalty: 6026.834961
	Iteration 291Q: 3 clusters Score -2.502544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186276 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -25025426.000000 Penalty: 6026.834961
	Iteration 292Q: 3 clusters Score -2.502543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186281 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -25025428.000000 Penalty: 6026.834961
	Iteration 293Q: 3 clusters Score -2.502543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186284 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -25025426.000000 Penalty: 6026.834961
	Iteration 294Q: 3 clusters Score -2.502543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186287 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -25025436.000000 Penalty: 6026.834961
	Iteration 295Q: 3 clusters Score -2.502544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186292 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -25025408.000000 Penalty: 6026.834961
	Iteration 296Q: 3 clusters Score -2.502541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186295 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -25025412.000000 Penalty: 6026.834961
	Iteration 297Q: 3 clusters Score -2.502541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186301 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -25025416.000000 Penalty: 6026.834961
	Iteration 298Q: 3 clusters Score -2.502542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -25025410.000000 Penalty: 6026.834961
	Iteration 299Q: 3 clusters Score -2.502541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186311 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -25025408.000000 Penalty: 6026.834961
	Iteration 300F: 3 clusters Score -2.502541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186315 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -25025406.000000 Penalty: 6026.834961
	Iteration 301Q: 3 clusters Score -2.502541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186321 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -25025410.000000 Penalty: 6026.834961
	Iteration 302Q: 3 clusters Score -2.502541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186327 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -25025404.000000 Penalty: 6026.834961
	Iteration 303Q: 3 clusters Score -2.50254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186332 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -25025412.000000 Penalty: 6026.834961
	Iteration 304Q: 3 clusters Score -2.502541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186338 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -25025412.000000 Penalty: 6026.834961
	Iteration 305Q: 3 clusters Score -2.502541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186346 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -25025406.000000 Penalty: 6026.834961
	Iteration 306Q: 3 clusters Score -2.502541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186357 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -25025404.000000 Penalty: 6026.834961
	Iteration 307Q: 3 clusters Score -2.50254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186367 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -25025394.000000 Penalty: 6026.834961
	Iteration 308Q: 3 clusters Score -2.502539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186376 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -25025404.000000 Penalty: 6026.834961
	Iteration 309Q: 3 clusters Score -2.50254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186386 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -25025408.000000 Penalty: 6026.834961
	Iteration 310Q: 3 clusters Score -2.502541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186392 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -25025394.000000 Penalty: 6026.834961
	Iteration 311Q: 3 clusters Score -2.502539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186393 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -25025394.000000 Penalty: 6026.834961
	Iteration 312Q: 3 clusters Score -2.502539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186396 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -25025392.000000 Penalty: 6026.834961
	Iteration 313Q: 3 clusters Score -2.502539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186399 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -25025400.000000 Penalty: 6026.834961
	Iteration 314Q: 3 clusters Score -2.50254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186401 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -25025406.000000 Penalty: 6026.834961
	Iteration 315Q: 3 clusters Score -2.502541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186400 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -25025404.000000 Penalty: 6026.834961
	Iteration 316Q: 3 clusters Score -2.50254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186400 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -25025404.000000 Penalty: 6026.834961
	Iteration 317F: 3 clusters Score -2.50254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -374502.187500 Penalty: 2008.538696
	Iteration 0F: 2 clusters Score -374502.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -371078.812500 Penalty: 4017.077393
	Iteration 0F: 3 clusters Score -371078.8 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -371891.437500 Penalty: 4017.077393
	Iteration 1F: 3 clusters Score -371891.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -372116.781250 Penalty: 4017.077393
	Iteration 2F: 3 clusters Score -372116.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -372273.937500 Penalty: 4017.077393
	Iteration 3F: 3 clusters Score -372273.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -372399.468750 Penalty: 4017.077393
	Iteration 4Q: 3 clusters Score -372399.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -372484.531250 Penalty: 4017.077393
	Iteration 5Q: 3 clusters Score -372484.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -372561.437500 Penalty: 4017.077393
	Iteration 6Q: 3 clusters Score -372561.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -372626.437500 Penalty: 4017.077393
	Iteration 7Q: 3 clusters Score -372626.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -372683.781250 Penalty: 4017.077393
	Iteration 8Q: 3 clusters Score -372683.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -372740.218750 Penalty: 4017.077393
	Iteration 9Q: 3 clusters Score -372740.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -372789.562500 Penalty: 4017.077393
	Iteration 10Q: 3 clusters Score -372789.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -372835.218750 Penalty: 4017.077393
	Iteration 11Q: 3 clusters Score -372835.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -372882.593750 Penalty: 4017.077393
	Iteration 12Q: 3 clusters Score -372882.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -372913.375000 Penalty: 4017.077393
	Iteration 13Q: 3 clusters Score -372913.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -372934.875000 Penalty: 4017.077393
	Iteration 14Q: 3 clusters Score -372934.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -372954.125000 Penalty: 4017.077393
	Iteration 15Q: 3 clusters Score -372954.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -372981.843750 Penalty: 4017.077393
	Iteration 16Q: 3 clusters Score -372981.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -373002.125000 Penalty: 4017.077393
	Iteration 17Q: 3 clusters Score -373002.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -373018.125000 Penalty: 4017.077393
	Iteration 18Q: 3 clusters Score -373018.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -373036.968750 Penalty: 4017.077393
	Iteration 19Q: 3 clusters Score -373037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -373053.875000 Penalty: 4017.077393
	Iteration 20F: 3 clusters Score -373053.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -373066.093750 Penalty: 4017.077393
	Iteration 21Q: 3 clusters Score -373066.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -373078.312500 Penalty: 4017.077393
	Iteration 22Q: 3 clusters Score -373078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -373088.562500 Penalty: 4017.077393
	Iteration 23Q: 3 clusters Score -373088.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -373099.000000 Penalty: 4017.077393
	Iteration 24Q: 3 clusters Score -373099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -373108.093750 Penalty: 4017.077393
	Iteration 25Q: 3 clusters Score -373108.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -373115.406250 Penalty: 4017.077393
	Iteration 26Q: 3 clusters Score -373115.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -373122.156250 Penalty: 4017.077393
	Iteration 27Q: 3 clusters Score -373122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -373123.468750 Penalty: 4017.077393
	Iteration 28Q: 3 clusters Score -373123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -373124.468750 Penalty: 4017.077393
	Iteration 29Q: 3 clusters Score -373124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -373124.468750 Penalty: 4017.077393
	Iteration 30F: 3 clusters Score -373124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Entering Unmasked Estep 
Score: -440216.343750 Penalty: 2022.672241
	Iteration 0F: 2 clusters Score -440216.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -436660.500000 Penalty: 4045.344482
	Iteration 0F: 3 clusters Score -436660.5 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -437523.562500 Penalty: 4045.344482
	Iteration 1F: 3 clusters Score -437523.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -437744.312500 Penalty: 4045.344482
	Iteration 2F: 3 clusters Score -437744.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -437935.843750 Penalty: 4045.344482
	Iteration 3F: 3 clusters Score -437935.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -438098.406250 Penalty: 4045.344482
	Iteration 4F: 3 clusters Score -438098.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -438252.250000 Penalty: 4045.344482
	Iteration 5Q: 3 clusters Score -438252.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -438383.218750 Penalty: 4045.344482
	Iteration 6Q: 3 clusters Score -438383.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -438508.718750 Penalty: 4045.344482
	Iteration 7Q: 3 clusters Score -438508.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -438644.875000 Penalty: 4045.344482
	Iteration 8Q: 3 clusters Score -438644.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -438797.218750 Penalty: 4045.344482
	Iteration 9Q: 3 clusters Score -438797.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -438906.968750 Penalty: 4045.344482
	Iteration 10Q: 3 clusters Score -438907 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -438965.875000 Penalty: 4045.344482
	Iteration 11Q: 3 clusters Score -438965.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -439001.875000 Penalty: 4045.344482
	Iteration 12Q: 3 clusters Score -439001.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -439026.812500 Penalty: 4045.344482
	Iteration 13Q: 3 clusters Score -439026.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -439043.750000 Penalty: 4045.344482
	Iteration 14Q: 3 clusters Score -439043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -439062.343750 Penalty: 4045.344482
	Iteration 15Q: 3 clusters Score -439062.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -439073.375000 Penalty: 4045.344482
	Iteration 16Q: 3 clusters Score -439073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -439076.750000 Penalty: 4045.344482
	Iteration 17Q: 3 clusters Score -439076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -439078.718750 Penalty: 4045.344482
	Iteration 18Q: 3 clusters Score -439078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -439079.937500 Penalty: 4045.344482
	Iteration 19Q: 3 clusters Score -439079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -439080.125000 Penalty: 4045.344482
	Iteration 20F: 3 clusters Score -439080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -439081.156250 Penalty: 4045.344482
	Iteration 21Q: 3 clusters Score -439081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -439083.687500 Penalty: 4045.344482
	Iteration 22Q: 3 clusters Score -439083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -439087.000000 Penalty: 4045.344482
	Iteration 23Q: 3 clusters Score -439087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -439088.437500 Penalty: 4045.344482
	Iteration 24Q: 3 clusters Score -439088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -439090.937500 Penalty: 4045.344482
	Iteration 25Q: 3 clusters Score -439090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -439093.406250 Penalty: 4045.344482
	Iteration 26Q: 3 clusters Score -439093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -439093.406250 Penalty: 4045.344482
	Iteration 27F: 3 clusters Score -439093.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Entering Unmasked Estep 
Score: -6439820.000000 Penalty: 2692.329590
	Iteration 0F: 2 clusters Score -6439820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -6404751.500000 Penalty: 5384.659180
	Iteration 0F: 3 clusters Score -6404752 nChanged 24115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -6418543.500000 Penalty: 5384.659180
	Iteration 1F: 3 clusters Score -6418544 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -6419201.500000 Penalty: 5384.659180
	Iteration 2Q: 3 clusters Score -6419202 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6419814.500000 Penalty: 5384.659180
	Iteration 3Q: 3 clusters Score -6419814 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -6420443.500000 Penalty: 5384.659180
	Iteration 4Q: 3 clusters Score -6420444 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -6421025.500000 Penalty: 5384.659180
	Iteration 5Q: 3 clusters Score -6421026 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -6421658.000000 Penalty: 5384.659180
	Iteration 6Q: 3 clusters Score -6421658 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -6422438.000000 Penalty: 5384.659180
	Iteration 7Q: 3 clusters Score -6422438 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -6423315.000000 Penalty: 5384.659180
	Iteration 8Q: 3 clusters Score -6423315 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6424421.500000 Penalty: 5384.659180
	Iteration 9Q: 3 clusters Score -6424422 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -6425726.500000 Penalty: 5384.659180
	Iteration 10Q: 3 clusters Score -6425726 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -6427165.500000 Penalty: 5384.659180
	Iteration 11Q: 3 clusters Score -6427166 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -6428484.000000 Penalty: 5384.659180
	Iteration 12Q: 3 clusters Score -6428484 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -6429232.000000 Penalty: 5384.659180
	Iteration 13Q: 3 clusters Score -6429232 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -6429678.000000 Penalty: 5384.659180
	Iteration 14Q: 3 clusters Score -6429678 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -6429894.500000 Penalty: 5384.659180
	Iteration 15Q: 3 clusters Score -6429894 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -6430060.500000 Penalty: 5384.659180
	Iteration 16Q: 3 clusters Score -6430060 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -6430279.500000 Penalty: 5384.659180
	Iteration 17Q: 3 clusters Score -6430280 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -6430500.000000 Penalty: 5384.659180
	Iteration 18Q: 3 clusters Score -6430500 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -6430747.500000 Penalty: 5384.659180
	Iteration 19Q: 3 clusters Score -6430748 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -6430993.500000 Penalty: 5384.659180
	Iteration 20F: 3 clusters Score -6430994 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -6431269.000000 Penalty: 5384.659180
	Iteration 21Q: 3 clusters Score -6431269 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -6431525.500000 Penalty: 5384.659180
	Iteration 22Q: 3 clusters Score -6431526 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -6431794.500000 Penalty: 5384.659180
	Iteration 23Q: 3 clusters Score -6431794 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -6432080.500000 Penalty: 5384.659180
	Iteration 24Q: 3 clusters Score -6432080 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6432294 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6432534 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6432683 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -6432859.500000 Penalty: 5384.659180
	Iteration 28Q: 3 clusters Score -6432860 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6432999 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -6433108.500000 Penalty: 5384.659180
	Iteration 30Q: 3 clusters Score -6433108 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6433191.500000 Penalty: 5384.659180
	Iteration 31Q: 3 clusters Score -6433192 nChanged 455
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -6433316.000000 Penalty: 5384.659180
	Iteration 32Q: 3 clusters Score -6433316 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6433410 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6433500 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6433610 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6433690 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6433736.500000 Penalty: 5384.659180
	Iteration 37Q: 3 clusters Score -6433736 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6433799 nChanged 376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6433868 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -6433955.500000 Penalty: 5384.659180
	Iteration 40F: 3 clusters Score -6433956 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6433988 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -6434084.500000 Penalty: 5384.659180
	Iteration 42Q: 3 clusters Score -6434084 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -6434158.000000 Penalty: 5384.659180
	Iteration 43Q: 3 clusters Score -6434158 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6434224 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6434296 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -6434355.500000 Penalty: 5384.659180
	Iteration 46Q: 3 clusters Score -6434356 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -6434414.000000 Penalty: 5384.659180
	Iteration 47Q: 3 clusters Score -6434414 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -6434462.500000 Penalty: 5384.659180
	Iteration 48Q: 3 clusters Score -6434462 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -6434511.000000 Penalty: 5384.659180
	Iteration 49Q: 3 clusters Score -6434511 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6434574 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6434638 nChanged 307
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Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -6434715.500000 Penalty: 5384.659180
	Iteration 52Q: 3 clusters Score -6434716 nChanged 320
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Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6434800 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6434858 nChanged 343
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Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6434900 nChanged 354
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Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6434994 nChanged 326
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Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -6435093.500000 Penalty: 5384.659180
	Iteration 57Q: 3 clusters Score -6435094 nChanged 342
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Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6435180 nChanged 344
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Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6435276 nChanged 382
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Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -6435385.000000 Penalty: 5384.659180
	Iteration 60F: 3 clusters Score -6435385 nChanged 395
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Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6435476 nChanged 380
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Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6435576 nChanged 368
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Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6435710 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -6435821.500000 Penalty: 5384.659180
	Iteration 64Q: 3 clusters Score -6435822 nChanged 375
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Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6435960 nChanged 390
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Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6436082 nChanged 356
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Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -6436194.500000 Penalty: 5384.659180
	Iteration 67Q: 3 clusters Score -6436194 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -6436315.000000 Penalty: 5384.659180
	Iteration 68Q: 3 clusters Score -6436315 nChanged 367
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Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6436468 nChanged 358
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Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6436588 nChanged 342
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Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6436716 nChanged 316
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Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6436829 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6436923.500000 Penalty: 5384.659180
	Iteration 73Q: 3 clusters Score -6436924 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6437056.500000 Penalty: 5384.659180
	Iteration 74Q: 3 clusters Score -6437056 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6437145.500000 Penalty: 5384.659180
	Iteration 75Q: 3 clusters Score -6437146 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6437225.500000 Penalty: 5384.659180
	Iteration 76Q: 3 clusters Score -6437226 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6437301.000000 Penalty: 5384.659180
	Iteration 77Q: 3 clusters Score -6437301 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6437361.500000 Penalty: 5384.659180
	Iteration 78Q: 3 clusters Score -6437362 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6437428.000000 Penalty: 5384.659180
	Iteration 79Q: 3 clusters Score -6437428 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6437463.000000 Penalty: 5384.659180
	Iteration 80F: 3 clusters Score -6437463 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6437499 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6437542.000000 Penalty: 5384.659180
	Iteration 82Q: 3 clusters Score -6437542 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6437576 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6437618.000000 Penalty: 5384.659180
	Iteration 84Q: 3 clusters Score -6437618 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6437649 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6437684 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6437692 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6437711.500000 Penalty: 5384.659180
	Iteration 88Q: 3 clusters Score -6437712 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6437738.500000 Penalty: 5384.659180
	Iteration 89Q: 3 clusters Score -6437738 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6437765.000000 Penalty: 5384.659180
	Iteration 90Q: 3 clusters Score -6437765 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6437776.500000 Penalty: 5384.659180
	Iteration 91Q: 3 clusters Score -6437776 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6437832.500000 Penalty: 5384.659180
	Iteration 92Q: 3 clusters Score -6437832 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6437856.000000 Penalty: 5384.659180
	Iteration 93Q: 3 clusters Score -6437856 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6437879.000000 Penalty: 5384.659180
	Iteration 94Q: 3 clusters Score -6437879 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6437893.500000 Penalty: 5384.659180
	Iteration 95Q: 3 clusters Score -6437894 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6437913.000000 Penalty: 5384.659180
	Iteration 96Q: 3 clusters Score -6437913 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6437927.000000 Penalty: 5384.659180
	Iteration 97Q: 3 clusters Score -6437927 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6437934.000000 Penalty: 5384.659180
	Iteration 98Q: 3 clusters Score -6437934 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6437937.000000 Penalty: 5384.659180
	Iteration 99Q: 3 clusters Score -6437937 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6437933.000000 Penalty: 5384.659180
	Iteration 100F: 3 clusters Score -6437933 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6437935.500000 Penalty: 5384.659180
	Iteration 101Q: 3 clusters Score -6437936 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6437934.500000 Penalty: 5384.659180
	Iteration 102Q: 3 clusters Score -6437934 nChanged 7
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Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6437938 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6437935 nChanged 3
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Mstep: Class 1 contains 50794 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6437936 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6437931.000000 Penalty: 5384.659180
	Iteration 106Q: 3 clusters Score -6437931 nChanged 3
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Mstep: Class 1 contains 50793 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6437934 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6437936 nChanged 3
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Mstep: Class 1 contains 50794 members 
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Entering Unmasked Estep 
Score: -6437939.000000 Penalty: 5384.659180
	Iteration 109Q: 3 clusters Score -6437939 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6437945.000000 Penalty: 5384.659180
	Iteration 110Q: 3 clusters Score -6437945 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6437942.500000 Penalty: 5384.659180
	Iteration 111Q: 3 clusters Score -6437942 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6437940.000000 Penalty: 5384.659180
	Iteration 112Q: 3 clusters Score -6437940 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50805 members 
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Entering Unmasked Estep 
Score: -6437941.500000 Penalty: 5384.659180
	Iteration 113Q: 3 clusters Score -6437942 nChanged 3
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Mstep: Class 1 contains 50804 members 
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Entering Unmasked Estep 
Score: -6437943.000000 Penalty: 5384.659180
	Iteration 114Q: 3 clusters Score -6437943 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6437950.500000 Penalty: 5384.659180
	Iteration 115Q: 3 clusters Score -6437950 nChanged 3
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Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6437947.000000 Penalty: 5384.659180
	Iteration 116Q: 3 clusters Score -6437947 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6437962.000000 Penalty: 5384.659180
	Iteration 117Q: 3 clusters Score -6437962 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6437956.500000 Penalty: 5384.659180
	Iteration 118Q: 3 clusters Score -6437956 nChanged 3
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Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6437957.500000 Penalty: 5384.659180
	Iteration 119Q: 3 clusters Score -6437958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6437960.500000 Penalty: 5384.659180
	Iteration 120F: 3 clusters Score -6437960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -273066.125000 Penalty: 1895.702515
	Iteration 0F: 2 clusters Score -273066.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -270397.531250 Penalty: 3791.405029
	Iteration 0F: 3 clusters Score -270397.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -270902.968750 Penalty: 3791.405029
	Iteration 1F: 3 clusters Score -270903 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -270988.468750 Penalty: 3791.405029
	Iteration 2F: 3 clusters Score -270988.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -271043.906250 Penalty: 3791.405029
	Iteration 3Q: 3 clusters Score -271043.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -271097.531250 Penalty: 3791.405029
	Iteration 4Q: 3 clusters Score -271097.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -271129.687500 Penalty: 3791.405029
	Iteration 5Q: 3 clusters Score -271129.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -271152.562500 Penalty: 3791.405029
	Iteration 6Q: 3 clusters Score -271152.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -271179.593750 Penalty: 3791.405029
	Iteration 7Q: 3 clusters Score -271179.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -271200.593750 Penalty: 3791.405029
	Iteration 8Q: 3 clusters Score -271200.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -271217.843750 Penalty: 3791.405029
	Iteration 9Q: 3 clusters Score -271217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -271225.875000 Penalty: 3791.405029
	Iteration 10Q: 3 clusters Score -271225.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -271232.812500 Penalty: 3791.405029
	Iteration 11Q: 3 clusters Score -271232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -271240.437500 Penalty: 3791.405029
	Iteration 12Q: 3 clusters Score -271240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -271246.031250 Penalty: 3791.405029
	Iteration 13Q: 3 clusters Score -271246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -271247.843750 Penalty: 3791.405029
	Iteration 14Q: 3 clusters Score -271247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -271249.218750 Penalty: 3791.405029
	Iteration 15Q: 3 clusters Score -271249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -271250.937500 Penalty: 3791.405029
	Iteration 16Q: 3 clusters Score -271250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -271252.156250 Penalty: 3791.405029
	Iteration 17Q: 3 clusters Score -271252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -271254.843750 Penalty: 3791.405029
	Iteration 18Q: 3 clusters Score -271254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -271258.093750 Penalty: 3791.405029
	Iteration 19Q: 3 clusters Score -271258.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -271260.500000 Penalty: 3791.405029
	Iteration 20F: 3 clusters Score -271260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -271263.593750 Penalty: 3791.405029
	Iteration 21Q: 3 clusters Score -271263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -271264.468750 Penalty: 3791.405029
	Iteration 22Q: 3 clusters Score -271264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -271267.562500 Penalty: 3791.405029
	Iteration 23Q: 3 clusters Score -271267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -271269.843750 Penalty: 3791.405029
	Iteration 24Q: 3 clusters Score -271269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -271271.687500 Penalty: 3791.405029
	Iteration 25Q: 3 clusters Score -271271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -271272.187500 Penalty: 3791.405029
	Iteration 26Q: 3 clusters Score -271272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -271273.250000 Penalty: 3791.405029
	Iteration 27Q: 3 clusters Score -271273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -271275.531250 Penalty: 3791.405029
	Iteration 28Q: 3 clusters Score -271275.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -271276.218750 Penalty: 3791.405029
	Iteration 29Q: 3 clusters Score -271276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -271278.031250 Penalty: 3791.405029
	Iteration 30Q: 3 clusters Score -271278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -271279.218750 Penalty: 3791.405029
	Iteration 31Q: 3 clusters Score -271279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -271280.125000 Penalty: 3791.405029
	Iteration 32Q: 3 clusters Score -271280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -271280.375000 Penalty: 3791.405029
	Iteration 33Q: 3 clusters Score -271280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271281.843750 Penalty: 3791.405029
	Iteration 34Q: 3 clusters Score -271281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271281.843750 Penalty: 3791.405029
	Iteration 35F: 3 clusters Score -271281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Entering Unmasked Estep 
Score: -7174584.000000 Penalty: 2701.189697
	Iteration 0F: 2 clusters Score -7174584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -7138402.000000 Penalty: 5402.379395
	Iteration 0F: 3 clusters Score -7138402 nChanged 24941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -7152016.000000 Penalty: 5402.379395
	Iteration 1F: 3 clusters Score -7152016 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -7152473.500000 Penalty: 5402.379395
	Iteration 2Q: 3 clusters Score -7152474 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -7152827.000000 Penalty: 5402.379395
	Iteration 3Q: 3 clusters Score -7152827 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -7153129.000000 Penalty: 5402.379395
	Iteration 4Q: 3 clusters Score -7153129 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -7153376.500000 Penalty: 5402.379395
	Iteration 5Q: 3 clusters Score -7153376 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -7153611.000000 Penalty: 5402.379395
	Iteration 6Q: 3 clusters Score -7153611 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -7153775.500000 Penalty: 5402.379395
	Iteration 7Q: 3 clusters Score -7153776 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -7154043.500000 Penalty: 5402.379395
	Iteration 8Q: 3 clusters Score -7154044 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -7154404.000000 Penalty: 5402.379395
	Iteration 9Q: 3 clusters Score -7154404 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -7154907.500000 Penalty: 5402.379395
	Iteration 10Q: 3 clusters Score -7154908 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -7155633.500000 Penalty: 5402.379395
	Iteration 11Q: 3 clusters Score -7155634 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -7156807.500000 Penalty: 5402.379395
	Iteration 12Q: 3 clusters Score -7156808 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -7158572.500000 Penalty: 5402.379395
	Iteration 13F: 3 clusters Score -7158572 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -7160954.500000 Penalty: 5402.379395
	Iteration 14F: 3 clusters Score -7160954 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -7163688.000000 Penalty: 5402.379395
	Iteration 15F: 3 clusters Score -7163688 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -7166240.000000 Penalty: 5402.379395
	Iteration 16F: 3 clusters Score -7166240 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -7167905.000000 Penalty: 5402.379395
	Iteration 17Q: 3 clusters Score -7167905 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -7168901.000000 Penalty: 5402.379395
	Iteration 18Q: 3 clusters Score -7168901 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -7169503.500000 Penalty: 5402.379395
	Iteration 19Q: 3 clusters Score -7169504 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -7170031.000000 Penalty: 5402.379395
	Iteration 20F: 3 clusters Score -7170031 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -7170418.000000 Penalty: 5402.379395
	Iteration 21Q: 3 clusters Score -7170418 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -7170725.000000 Penalty: 5402.379395
	Iteration 22Q: 3 clusters Score -7170725 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7170992.500000 Penalty: 5402.379395
	Iteration 23Q: 3 clusters Score -7170992 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -7171186.000000 Penalty: 5402.379395
	Iteration 24Q: 3 clusters Score -7171186 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -7171366.000000 Penalty: 5402.379395
	Iteration 25Q: 3 clusters Score -7171366 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7171523.500000 Penalty: 5402.379395
	Iteration 26Q: 3 clusters Score -7171524 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -7171655.000000 Penalty: 5402.379395
	Iteration 27Q: 3 clusters Score -7171655 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -7171759.000000 Penalty: 5402.379395
	Iteration 28Q: 3 clusters Score -7171759 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -7171816.000000 Penalty: 5402.379395
	Iteration 29Q: 3 clusters Score -7171816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7171863.500000 Penalty: 5402.379395
	Iteration 30Q: 3 clusters Score -7171864 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7171898.000000 Penalty: 5402.379395
	Iteration 31Q: 3 clusters Score -7171898 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7171938.000000 Penalty: 5402.379395
	Iteration 32Q: 3 clusters Score -7171938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7171988.500000 Penalty: 5402.379395
	Iteration 33Q: 3 clusters Score -7171988 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7172009.500000 Penalty: 5402.379395
	Iteration 34Q: 3 clusters Score -7172010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7172023.000000 Penalty: 5402.379395
	Iteration 35Q: 3 clusters Score -7172023 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7172069.000000 Penalty: 5402.379395
	Iteration 36Q: 3 clusters Score -7172069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7172096.500000 Penalty: 5402.379395
	Iteration 37Q: 3 clusters Score -7172096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7172126.500000 Penalty: 5402.379395
	Iteration 38Q: 3 clusters Score -7172126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7172163.500000 Penalty: 5402.379395
	Iteration 39Q: 3 clusters Score -7172164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7172157.500000 Penalty: 5402.379395
	Iteration 40F: 3 clusters Score -7172158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7172172.500000 Penalty: 5402.379395
	Iteration 41Q: 3 clusters Score -7172172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7172179.500000 Penalty: 5402.379395
	Iteration 42Q: 3 clusters Score -7172180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7172185.500000 Penalty: 5402.379395
	Iteration 43Q: 3 clusters Score -7172186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7172199.500000 Penalty: 5402.379395
	Iteration 44Q: 3 clusters Score -7172200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7172199.500000 Penalty: 5402.379395
	Iteration 45Q: 3 clusters Score -7172200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7172217.000000 Penalty: 5402.379395
	Iteration 46Q: 3 clusters Score -7172217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7172226.000000 Penalty: 5402.379395
	Iteration 47Q: 3 clusters Score -7172226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7172230.500000 Penalty: 5402.379395
	Iteration 48Q: 3 clusters Score -7172230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7172244.000000 Penalty: 5402.379395
	Iteration 49Q: 3 clusters Score -7172244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7172256.500000 Penalty: 5402.379395
	Iteration 50Q: 3 clusters Score -7172256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7172250.000000 Penalty: 5402.379395
	Iteration 51Q: 3 clusters Score -7172250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7172262.000000 Penalty: 5402.379395
	Iteration 52Q: 3 clusters Score -7172262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7172278.500000 Penalty: 5402.379395
	Iteration 53Q: 3 clusters Score -7172278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7172280.500000 Penalty: 5402.379395
	Iteration 54Q: 3 clusters Score -7172280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7172298.500000 Penalty: 5402.379395
	Iteration 55Q: 3 clusters Score -7172298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7172289.000000 Penalty: 5402.379395
	Iteration 56Q: 3 clusters Score -7172289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7172295.500000 Penalty: 5402.379395
	Iteration 57Q: 3 clusters Score -7172296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7172294.500000 Penalty: 5402.379395
	Iteration 58Q: 3 clusters Score -7172294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7172305.000000 Penalty: 5402.379395
	Iteration 59Q: 3 clusters Score -7172305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7172305.500000 Penalty: 5402.379395
	Iteration 60F: 3 clusters Score -7172306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7172302.000000 Penalty: 5402.379395
	Iteration 61Q: 3 clusters Score -7172302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7172309.000000 Penalty: 5402.379395
	Iteration 62Q: 3 clusters Score -7172309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7172317.000000 Penalty: 5402.379395
	Iteration 63Q: 3 clusters Score -7172317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7172310.000000 Penalty: 5402.379395
	Iteration 64Q: 3 clusters Score -7172310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7172310.500000 Penalty: 5402.379395
	Iteration 65Q: 3 clusters Score -7172310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7172312.500000 Penalty: 5402.379395
	Iteration 66Q: 3 clusters Score -7172312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7172308.500000 Penalty: 5402.379395
	Iteration 67Q: 3 clusters Score -7172308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7172307.000000 Penalty: 5402.379395
	Iteration 68Q: 3 clusters Score -7172307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7172314.000000 Penalty: 5402.379395
	Iteration 69Q: 3 clusters Score -7172314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7172314.500000 Penalty: 5402.379395
	Iteration 70Q: 3 clusters Score -7172314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7172311.000000 Penalty: 5402.379395
	Iteration 71Q: 3 clusters Score -7172311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7172318.000000 Penalty: 5402.379395
	Iteration 72Q: 3 clusters Score -7172318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7172316.500000 Penalty: 5402.379395
	Iteration 73Q: 3 clusters Score -7172316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7172320.000000 Penalty: 5402.379395
	Iteration 74Q: 3 clusters Score -7172320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7172325.500000 Penalty: 5402.379395
	Iteration 75Q: 3 clusters Score -7172326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7172323.000000 Penalty: 5402.379395
	Iteration 76Q: 3 clusters Score -7172323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7172326.000000 Penalty: 5402.379395
	Iteration 77Q: 3 clusters Score -7172326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7172319.500000 Penalty: 5402.379395
	Iteration 78Q: 3 clusters Score -7172320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7172323.500000 Penalty: 5402.379395
	Iteration 79Q: 3 clusters Score -7172324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7172322.000000 Penalty: 5402.379395
	Iteration 80F: 3 clusters Score -7172322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -57361.367188 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -57361.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55891.121094 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -55891.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56123.167969 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -56123.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56299.488281 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -56299.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56438.679688 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -56438.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56533.984375 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -56533.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56622.480469 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -56622.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56719.292969 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -56719.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -56759.203125 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -56759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56782.546875 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -56782.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -56797.527344 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -56797.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -56817.003906 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -56817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56878.113281 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -56878.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -56954.796875 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -56954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57005.273438 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -57005.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -57029.476562 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -57029.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57033.230469 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -57033.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57039.535156 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -57039.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -57063.625000 Penalty: 3075.452393
	Iteration 17Q: 3 clusters Score -57063.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -57073.566406 Penalty: 3075.452393
	Iteration 18Q: 3 clusters Score -57073.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -57073.566406 Penalty: 3075.452393
	Iteration 19F: 3 clusters Score -57073.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -859910.187500 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -859910.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -854239.312500 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -854239.3 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -855760.375000 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -855760.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -855976.125000 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -855976.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -856101.750000 Penalty: 4381.975586
	Iteration 3Q: 3 clusters Score -856101.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -856195.750000 Penalty: 4381.975586
	Iteration 4Q: 3 clusters Score -856195.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -856280.187500 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -856280.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -856373.937500 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -856373.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -856484.312500 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -856484.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -856607.062500 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -856607.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -856742.312500 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -856742.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -856884.875000 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -856884.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -857061.250000 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -857061.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -857209.500000 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -857209.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -857364.250000 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -857364.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -857530.062500 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -857530.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -857680.375000 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -857680.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -857812.250000 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -857812.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -857921.875000 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -857921.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -857994.812500 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -857994.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -858066.625000 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -858066.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -858111.625000 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -858111.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -858146.062500 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -858146.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -858167.812500 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -858167.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -858183.937500 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -858183.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -858203.812500 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -858203.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -858220.625000 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -858220.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -858234.375000 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -858234.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -858247.687500 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -858247.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -858254.562500 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -858254.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -858262.812500 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -858262.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -858269.812500 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -858269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -858270.500000 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -858270.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -858271.437500 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -858271.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -858273.875000 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -858273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -858274.625000 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -858274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -858275.250000 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -858275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -858275.125000 Penalty: 4381.975586
	Iteration 36Q: 3 clusters Score -858275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -858277.562500 Penalty: 4381.975586
	Iteration 37Q: 3 clusters Score -858277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -858277.562500 Penalty: 4381.975586
	Iteration 38F: 3 clusters Score -858277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Entering Unmasked Estep 
Score: -4909846.500000 Penalty: 2604.787598
	Iteration 0F: 2 clusters Score -4909846 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 18274 members 
Entering Unmasked Estep 
Score: -4885064.500000 Penalty: 5209.575195
	Iteration 0F: 3 clusters Score -4885064 nChanged 16535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18216 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4901505 nChanged 1493
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Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4902254 nChanged 1262
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Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4903174 nChanged 738
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Mstep: Class 1 contains 20372 members 
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4903414 nChanged 543
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Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4903552 nChanged 449
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Mstep: Class 2 contains 15463 members 
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	Iteration 18Q: 3 clusters Score -4903681 nChanged 395
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Mstep: Class 2 contains 15182 members 
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Mstep: Class 1 contains 21526 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4903830 nChanged 344
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Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 14625 members 
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Mstep: Class 1 contains 22329 members 
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Mstep: Class 1 contains 22633 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4905410 nChanged 409
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	Iteration 40F: 3 clusters Score -4905546 nChanged 398
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	Iteration 41Q: 3 clusters Score -4905672 nChanged 395
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	Iteration 50Q: 3 clusters Score -4906889 nChanged 231
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	Iteration 51Q: 3 clusters Score -4906966 nChanged 211
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	Iteration 52Q: 3 clusters Score -4907026 nChanged 231
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	Iteration 53Q: 3 clusters Score -4907085 nChanged 214
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	Iteration 54Q: 3 clusters Score -4907160 nChanged 200
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	Iteration 55Q: 3 clusters Score -4907226 nChanged 169
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	Iteration 56Q: 3 clusters Score -4907278 nChanged 156
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	Iteration 57Q: 3 clusters Score -4907324 nChanged 152
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	Iteration 58Q: 3 clusters Score -4907378 nChanged 132
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	Iteration 59Q: 3 clusters Score -4907416 nChanged 114
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	Iteration 60F: 3 clusters Score -4907449 nChanged 104
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	Iteration 61Q: 3 clusters Score -4907474 nChanged 92
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	Iteration 62Q: 3 clusters Score -4907488 nChanged 77
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	Iteration 63Q: 3 clusters Score -4907502 nChanged 68
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	Iteration 64Q: 3 clusters Score -4907520 nChanged 69
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	Iteration 65Q: 3 clusters Score -4907540 nChanged 56
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	Iteration 66Q: 3 clusters Score -4907560 nChanged 59
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	Iteration 67Q: 3 clusters Score -4907577 nChanged 68
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	Iteration 68Q: 3 clusters Score -4907600 nChanged 61
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	Iteration 69Q: 3 clusters Score -4907605 nChanged 56
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	Iteration 70Q: 3 clusters Score -4907618 nChanged 53
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	Iteration 71Q: 3 clusters Score -4907634 nChanged 55
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	Iteration 72Q: 3 clusters Score -4907640 nChanged 51
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	Iteration 73Q: 3 clusters Score -4907659 nChanged 44
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	Iteration 74Q: 3 clusters Score -4907678 nChanged 49
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	Iteration 75Q: 3 clusters Score -4907683 nChanged 45
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	Iteration 76Q: 3 clusters Score -4907705 nChanged 28
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	Iteration 77Q: 3 clusters Score -4907709 nChanged 21
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	Iteration 78Q: 3 clusters Score -4907718 nChanged 18
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	Iteration 79Q: 3 clusters Score -4907730 nChanged 27
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	Iteration 80F: 3 clusters Score -4907738 nChanged 19
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	Iteration 81Q: 3 clusters Score -4907734 nChanged 15
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	Iteration 82Q: 3 clusters Score -4907743 nChanged 16
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	Iteration 83Q: 3 clusters Score -4907751 nChanged 24
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	Iteration 84Q: 3 clusters Score -4907742 nChanged 13
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	Iteration 85Q: 3 clusters Score -4907744 nChanged 13
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	Iteration 86Q: 3 clusters Score -4907748 nChanged 8
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	Iteration 87Q: 3 clusters Score -4907755 nChanged 6
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	Iteration 88Q: 3 clusters Score -4907763 nChanged 7
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	Iteration 89Q: 3 clusters Score -4907762 nChanged 9
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	Iteration 90Q: 3 clusters Score -4907762 nChanged 6
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	Iteration 91Q: 3 clusters Score -4907764 nChanged 5
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	Iteration 92Q: 3 clusters Score -4907762 nChanged 6
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	Iteration 93Q: 3 clusters Score -4907764 nChanged 8
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	Iteration 94Q: 3 clusters Score -4907774 nChanged 7
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Entering Unmasked Estep 
Score: -4907770.000000 Penalty: 5209.575195
	Iteration 95Q: 3 clusters Score -4907770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4907777.500000 Penalty: 5209.575195
	Iteration 96Q: 3 clusters Score -4907778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4907775.500000 Penalty: 5209.575195
	Iteration 97Q: 3 clusters Score -4907776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4907773.000000 Penalty: 5209.575195
	Iteration 98Q: 3 clusters Score -4907773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4907771.000000 Penalty: 5209.575195
	Iteration 99Q: 3 clusters Score -4907771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4907774.000000 Penalty: 5209.575195
	Iteration 100F: 3 clusters Score -4907774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4907779.000000 Penalty: 5209.575195
	Iteration 101Q: 3 clusters Score -4907779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4907775.500000 Penalty: 5209.575195
	Iteration 102Q: 3 clusters Score -4907776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4907782.500000 Penalty: 5209.575195
	Iteration 103Q: 3 clusters Score -4907782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4907777.000000 Penalty: 5209.575195
	Iteration 104Q: 3 clusters Score -4907777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4907779.500000 Penalty: 5209.575195
	Iteration 105Q: 3 clusters Score -4907780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4907779.000000 Penalty: 5209.575195
	Iteration 106Q: 3 clusters Score -4907779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4907774.500000 Penalty: 5209.575195
	Iteration 107Q: 3 clusters Score -4907774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4907778.500000 Penalty: 5209.575195
	Iteration 108Q: 3 clusters Score -4907778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4907778.000000 Penalty: 5209.575195
	Iteration 109Q: 3 clusters Score -4907778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4907780.000000 Penalty: 5209.575195
	Iteration 110Q: 3 clusters Score -4907780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4907789.500000 Penalty: 5209.575195
	Iteration 111Q: 3 clusters Score -4907790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4907788.500000 Penalty: 5209.575195
	Iteration 112Q: 3 clusters Score -4907788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4907796.500000 Penalty: 5209.575195
	Iteration 113Q: 3 clusters Score -4907796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4907798.000000 Penalty: 5209.575195
	Iteration 114Q: 3 clusters Score -4907798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4907796.500000 Penalty: 5209.575195
	Iteration 115Q: 3 clusters Score -4907796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4907798.500000 Penalty: 5209.575195
	Iteration 116Q: 3 clusters Score -4907798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4907799.500000 Penalty: 5209.575195
	Iteration 117Q: 3 clusters Score -4907800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4907801.500000 Penalty: 5209.575195
	Iteration 118Q: 3 clusters Score -4907802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4907801.500000 Penalty: 5209.575195
	Iteration 119Q: 3 clusters Score -4907802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4907802.000000 Penalty: 5209.575195
	Iteration 120F: 3 clusters Score -4907802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4907796.000000 Penalty: 5209.575195
	Iteration 121Q: 3 clusters Score -4907796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4907794.500000 Penalty: 5209.575195
	Iteration 122Q: 3 clusters Score -4907794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4907791.000000 Penalty: 5209.575195
	Iteration 123Q: 3 clusters Score -4907791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4907799.000000 Penalty: 5209.575195
	Iteration 124Q: 3 clusters Score -4907799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4907796.500000 Penalty: 5209.575195
	Iteration 125Q: 3 clusters Score -4907796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4907801.000000 Penalty: 5209.575195
	Iteration 126Q: 3 clusters Score -4907801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4907801.000000 Penalty: 5209.575195
	Iteration 127F: 3 clusters Score -4907801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (67974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Entering Unmasked Estep 
Score: -9056356.000000 Penalty: 2759.466309
	Iteration 0F: 2 clusters Score -9056356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -9010687.000000 Penalty: 5518.932617
	Iteration 0F: 3 clusters Score -9010687 nChanged 31712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -9028353.000000 Penalty: 5518.932617
	Iteration 1F: 3 clusters Score -9028353 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -9028974.000000 Penalty: 5518.932617
	Iteration 2Q: 3 clusters Score -9028974 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -9029605.000000 Penalty: 5518.932617
	Iteration 3Q: 3 clusters Score -9029605 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -9030419.000000 Penalty: 5518.932617
	Iteration 4Q: 3 clusters Score -9030419 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -9031622.000000 Penalty: 5518.932617
	Iteration 5Q: 3 clusters Score -9031622 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -9033374.000000 Penalty: 5518.932617
	Iteration 6F: 3 clusters Score -9033374 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -9036171.000000 Penalty: 5518.932617
	Iteration 7F: 3 clusters Score -9036171 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -9039760.000000 Penalty: 5518.932617
	Iteration 8F: 3 clusters Score -9039760 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -9043684.000000 Penalty: 5518.932617
	Iteration 9F: 3 clusters Score -9043684 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -9047023.000000 Penalty: 5518.932617
	Iteration 10F: 3 clusters Score -9047023 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -9049733.000000 Penalty: 5518.932617
	Iteration 11Q: 3 clusters Score -9049733 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -9051654.000000 Penalty: 5518.932617
	Iteration 12Q: 3 clusters Score -9051654 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -9052588.000000 Penalty: 5518.932617
	Iteration 13Q: 3 clusters Score -9052588 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -9053131.000000 Penalty: 5518.932617
	Iteration 14Q: 3 clusters Score -9053131 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -9053442.000000 Penalty: 5518.932617
	Iteration 15Q: 3 clusters Score -9053442 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -9053622.000000 Penalty: 5518.932617
	Iteration 16Q: 3 clusters Score -9053622 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -9053732.000000 Penalty: 5518.932617
	Iteration 17Q: 3 clusters Score -9053732 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -9053824.000000 Penalty: 5518.932617
	Iteration 18Q: 3 clusters Score -9053824 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -9053914.000000 Penalty: 5518.932617
	Iteration 19Q: 3 clusters Score -9053914 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -9053976.000000 Penalty: 5518.932617
	Iteration 20F: 3 clusters Score -9053976 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -9054053.000000 Penalty: 5518.932617
	Iteration 21Q: 3 clusters Score -9054053 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -9054108.000000 Penalty: 5518.932617
	Iteration 22Q: 3 clusters Score -9054108 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -9054155.000000 Penalty: 5518.932617
	Iteration 23Q: 3 clusters Score -9054155 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -9054241.000000 Penalty: 5518.932617
	Iteration 24Q: 3 clusters Score -9054241 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -9054266.000000 Penalty: 5518.932617
	Iteration 25Q: 3 clusters Score -9054266 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -9054294.000000 Penalty: 5518.932617
	Iteration 26Q: 3 clusters Score -9054294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -9054310.000000 Penalty: 5518.932617
	Iteration 27Q: 3 clusters Score -9054310 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -9054351.000000 Penalty: 5518.932617
	Iteration 28Q: 3 clusters Score -9054351 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -9054372.000000 Penalty: 5518.932617
	Iteration 29Q: 3 clusters Score -9054372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -9054397.000000 Penalty: 5518.932617
	Iteration 30Q: 3 clusters Score -9054397 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -9054418.000000 Penalty: 5518.932617
	Iteration 31Q: 3 clusters Score -9054418 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -9054435.000000 Penalty: 5518.932617
	Iteration 32Q: 3 clusters Score -9054435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -9054447.000000 Penalty: 5518.932617
	Iteration 33Q: 3 clusters Score -9054447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -9054436.000000 Penalty: 5518.932617
	Iteration 34Q: 3 clusters Score -9054436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -9054434.000000 Penalty: 5518.932617
	Iteration 35Q: 3 clusters Score -9054434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -9054428.000000 Penalty: 5518.932617
	Iteration 36Q: 3 clusters Score -9054428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -9054434.000000 Penalty: 5518.932617
	Iteration 37Q: 3 clusters Score -9054434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -9054444.000000 Penalty: 5518.932617
	Iteration 38Q: 3 clusters Score -9054444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -9054456.000000 Penalty: 5518.932617
	Iteration 39Q: 3 clusters Score -9054456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -9054459.000000 Penalty: 5518.932617
	Iteration 40F: 3 clusters Score -9054459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -9054466.000000 Penalty: 5518.932617
	Iteration 41Q: 3 clusters Score -9054466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -9054470.000000 Penalty: 5518.932617
	Iteration 42Q: 3 clusters Score -9054470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -9054472.000000 Penalty: 5518.932617
	Iteration 43Q: 3 clusters Score -9054472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -9054485.000000 Penalty: 5518.932617
	Iteration 44Q: 3 clusters Score -9054485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -9054485.000000 Penalty: 5518.932617
	Iteration 45Q: 3 clusters Score -9054485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -9054491.000000 Penalty: 5518.932617
	Iteration 46Q: 3 clusters Score -9054491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -9054498.000000 Penalty: 5518.932617
	Iteration 47Q: 3 clusters Score -9054498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -9054490.000000 Penalty: 5518.932617
	Iteration 48Q: 3 clusters Score -9054490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -9054492.000000 Penalty: 5518.932617
	Iteration 49Q: 3 clusters Score -9054492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -9054485.000000 Penalty: 5518.932617
	Iteration 50Q: 3 clusters Score -9054485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -9054492.000000 Penalty: 5518.932617
	Iteration 51Q: 3 clusters Score -9054492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -9054481.000000 Penalty: 5518.932617
	Iteration 52Q: 3 clusters Score -9054481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -9054486.000000 Penalty: 5518.932617
	Iteration 53Q: 3 clusters Score -9054486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -9054487.000000 Penalty: 5518.932617
	Iteration 54Q: 3 clusters Score -9054487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -9054487.000000 Penalty: 5518.932617
	Iteration 55F: 3 clusters Score -9054487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Entering Unmasked Estep 
Score: -5590883.000000 Penalty: 2644.489746
	Iteration 0F: 2 clusters Score -5590883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -5561810.000000 Penalty: 5288.979492
	Iteration 0F: 3 clusters Score -5561810 nChanged 19628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5572551.500000 Penalty: 5288.979492
	Iteration 1F: 3 clusters Score -5572552 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -5573075.000000 Penalty: 5288.979492
	Iteration 2Q: 3 clusters Score -5573075 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -5573613.000000 Penalty: 5288.979492
	Iteration 3Q: 3 clusters Score -5573613 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5574241.500000 Penalty: 5288.979492
	Iteration 4Q: 3 clusters Score -5574242 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -5574994.500000 Penalty: 5288.979492
	Iteration 5Q: 3 clusters Score -5574994 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5576103.500000 Penalty: 5288.979492
	Iteration 6F: 3 clusters Score -5576104 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5577825.000000 Penalty: 5288.979492
	Iteration 7F: 3 clusters Score -5577825 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -5580236.000000 Penalty: 5288.979492
	Iteration 8F: 3 clusters Score -5580236 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -5583133.000000 Penalty: 5288.979492
	Iteration 9F: 3 clusters Score -5583133 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -5585602.000000 Penalty: 5288.979492
	Iteration 10F: 3 clusters Score -5585602 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5587109.500000 Penalty: 5288.979492
	Iteration 11Q: 3 clusters Score -5587110 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5587884.000000 Penalty: 5288.979492
	Iteration 12Q: 3 clusters Score -5587884 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5588183.500000 Penalty: 5288.979492
	Iteration 13Q: 3 clusters Score -5588184 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5588342.500000 Penalty: 5288.979492
	Iteration 14Q: 3 clusters Score -5588342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5588419.500000 Penalty: 5288.979492
	Iteration 15Q: 3 clusters Score -5588420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5588466.500000 Penalty: 5288.979492
	Iteration 16Q: 3 clusters Score -5588466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5588492.500000 Penalty: 5288.979492
	Iteration 17Q: 3 clusters Score -5588492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5588520.000000 Penalty: 5288.979492
	Iteration 18Q: 3 clusters Score -5588520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5588533.500000 Penalty: 5288.979492
	Iteration 19Q: 3 clusters Score -5588534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5588552.000000 Penalty: 5288.979492
	Iteration 20F: 3 clusters Score -5588552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5588575.000000 Penalty: 5288.979492
	Iteration 21Q: 3 clusters Score -5588575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5588577.500000 Penalty: 5288.979492
	Iteration 22Q: 3 clusters Score -5588578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5588583.000000 Penalty: 5288.979492
	Iteration 23Q: 3 clusters Score -5588583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5588591.500000 Penalty: 5288.979492
	Iteration 24Q: 3 clusters Score -5588592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5588594.500000 Penalty: 5288.979492
	Iteration 25Q: 3 clusters Score -5588594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5588600.500000 Penalty: 5288.979492
	Iteration 26Q: 3 clusters Score -5588600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5588601.500000 Penalty: 5288.979492
	Iteration 27Q: 3 clusters Score -5588602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5588603.500000 Penalty: 5288.979492
	Iteration 28Q: 3 clusters Score -5588604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5588609.000000 Penalty: 5288.979492
	Iteration 29Q: 3 clusters Score -5588609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5588609.000000 Penalty: 5288.979492
	Iteration 30F: 3 clusters Score -5588609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -439434.375000 Penalty: 2023.098877
	Iteration 0F: 2 clusters Score -439434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -435868.656250 Penalty: 4046.197754
	Iteration 0F: 3 clusters Score -435868.7 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -436742.906250 Penalty: 4046.197754
	Iteration 1F: 3 clusters Score -436742.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -437064.812500 Penalty: 4046.197754
	Iteration 2F: 3 clusters Score -437064.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -437420.156250 Penalty: 4046.197754
	Iteration 3F: 3 clusters Score -437420.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -437868.625000 Penalty: 4046.197754
	Iteration 4F: 3 clusters Score -437868.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -438416.968750 Penalty: 4046.197754
	Iteration 5F: 3 clusters Score -438417 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -438955.125000 Penalty: 4046.197754
	Iteration 6F: 3 clusters Score -438955.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -439327.187500 Penalty: 4046.197754
	Iteration 7F: 3 clusters Score -439327.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -439529.156250 Penalty: 4046.197754
	Iteration 8Q: 3 clusters Score -439529.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -439611.875000 Penalty: 4046.197754
	Iteration 9Q: 3 clusters Score -439611.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -439641.156250 Penalty: 4046.197754
	Iteration 10Q: 3 clusters Score -439641.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -439646.875000 Penalty: 4046.197754
	Iteration 11Q: 3 clusters Score -439646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -439650.625000 Penalty: 4046.197754
	Iteration 12Q: 3 clusters Score -439650.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -439653.062500 Penalty: 4046.197754
	Iteration 13Q: 3 clusters Score -439653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -439655.250000 Penalty: 4046.197754
	Iteration 14Q: 3 clusters Score -439655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -439655.781250 Penalty: 4046.197754
	Iteration 15Q: 3 clusters Score -439655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -439655.781250 Penalty: 4046.197754
	Iteration 16F: 3 clusters Score -439655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 19365 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216509 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189260 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3484 members 
Mstep: Class 11 contains 51853 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 53739 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 36431 members 
Mstep: Class 17 contains 67974 members 
Mstep: Class 18 contains 42756 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40924 members 
Mstep: Class 23 contains 21192 members 
Mstep: Class 24 contains 26649 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 28646 members 
Mstep: Class 29 contains 182731 members 
Mstep: Class 30 contains 1665 members 
Entering Unmasked Estep 
Score: -133249720.000000 Penalty: 102991.429688
Splitting cluster 19 changes total score from -133251048.000000 to -133249720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Entering Unmasked Estep 
Score: -798429.437500 Penalty: 2150.776611
	Iteration 0F: 2 clusters Score -798429.4 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 2887 members 
Entering Unmasked Estep 
Score: -793362.875000 Penalty: 4301.553223
	Iteration 0F: 3 clusters Score -793362.9 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -794574.625000 Penalty: 4301.553223
	Iteration 1F: 3 clusters Score -794574.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -794762.937500 Penalty: 4301.553223
	Iteration 2F: 3 clusters Score -794762.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -794875.812500 Penalty: 4301.553223
	Iteration 3Q: 3 clusters Score -794875.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -794954.875000 Penalty: 4301.553223
	Iteration 4Q: 3 clusters Score -794954.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -795016.187500 Penalty: 4301.553223
	Iteration 5Q: 3 clusters Score -795016.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -795062.312500 Penalty: 4301.553223
	Iteration 6Q: 3 clusters Score -795062.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -795098.125000 Penalty: 4301.553223
	Iteration 7Q: 3 clusters Score -795098.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -795126.062500 Penalty: 4301.553223
	Iteration 8Q: 3 clusters Score -795126.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -795145.562500 Penalty: 4301.553223
	Iteration 9Q: 3 clusters Score -795145.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -795160.312500 Penalty: 4301.553223
	Iteration 10Q: 3 clusters Score -795160.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -795175.000000 Penalty: 4301.553223
	Iteration 11Q: 3 clusters Score -795175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -795188.625000 Penalty: 4301.553223
	Iteration 12Q: 3 clusters Score -795188.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -795199.562500 Penalty: 4301.553223
	Iteration 13Q: 3 clusters Score -795199.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -795206.750000 Penalty: 4301.553223
	Iteration 14Q: 3 clusters Score -795206.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -795216.750000 Penalty: 4301.553223
	Iteration 15Q: 3 clusters Score -795216.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -795227.125000 Penalty: 4301.553223
	Iteration 16Q: 3 clusters Score -795227.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -795235.750000 Penalty: 4301.553223
	Iteration 17Q: 3 clusters Score -795235.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -795240.437500 Penalty: 4301.553223
	Iteration 18Q: 3 clusters Score -795240.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -795244.437500 Penalty: 4301.553223
	Iteration 19Q: 3 clusters Score -795244.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -795246.812500 Penalty: 4301.553223
	Iteration 20F: 3 clusters Score -795246.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -795251.937500 Penalty: 4301.553223
	Iteration 21Q: 3 clusters Score -795251.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -795253.937500 Penalty: 4301.553223
	Iteration 22Q: 3 clusters Score -795253.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -795258.500000 Penalty: 4301.553223
	Iteration 23Q: 3 clusters Score -795258.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -795264.562500 Penalty: 4301.553223
	Iteration 24Q: 3 clusters Score -795264.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -795268.875000 Penalty: 4301.553223
	Iteration 25Q: 3 clusters Score -795268.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -795272.437500 Penalty: 4301.553223
	Iteration 26Q: 3 clusters Score -795272.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -795275.250000 Penalty: 4301.553223
	Iteration 27Q: 3 clusters Score -795275.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -795277.125000 Penalty: 4301.553223
	Iteration 28Q: 3 clusters Score -795277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -795279.187500 Penalty: 4301.553223
	Iteration 29Q: 3 clusters Score -795279.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -795281.187500 Penalty: 4301.553223
	Iteration 30Q: 3 clusters Score -795281.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -795283.687500 Penalty: 4301.553223
	Iteration 31Q: 3 clusters Score -795283.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -795288.625000 Penalty: 4301.553223
	Iteration 32Q: 3 clusters Score -795288.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -795292.875000 Penalty: 4301.553223
	Iteration 33Q: 3 clusters Score -795292.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -795296.812500 Penalty: 4301.553223
	Iteration 34Q: 3 clusters Score -795296.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -795303.312500 Penalty: 4301.553223
	Iteration 35Q: 3 clusters Score -795303.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -795307.750000 Penalty: 4301.553223
	Iteration 36Q: 3 clusters Score -795307.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -795310.312500 Penalty: 4301.553223
	Iteration 37Q: 3 clusters Score -795310.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -795315.000000 Penalty: 4301.553223
	Iteration 38Q: 3 clusters Score -795315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -795317.812500 Penalty: 4301.553223
	Iteration 39Q: 3 clusters Score -795317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -795322.187500 Penalty: 4301.553223
	Iteration 40F: 3 clusters Score -795322.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -795323.687500 Penalty: 4301.553223
	Iteration 41Q: 3 clusters Score -795323.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -795327.250000 Penalty: 4301.553223
	Iteration 42Q: 3 clusters Score -795327.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -795331.562500 Penalty: 4301.553223
	Iteration 43Q: 3 clusters Score -795331.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -795336.812500 Penalty: 4301.553223
	Iteration 44Q: 3 clusters Score -795336.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -795342.062500 Penalty: 4301.553223
	Iteration 45Q: 3 clusters Score -795342.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -795347.562500 Penalty: 4301.553223
	Iteration 46Q: 3 clusters Score -795347.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -795354.062500 Penalty: 4301.553223
	Iteration 47Q: 3 clusters Score -795354.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -795358.937500 Penalty: 4301.553223
	Iteration 48Q: 3 clusters Score -795358.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -795365.187500 Penalty: 4301.553223
	Iteration 49Q: 3 clusters Score -795365.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -795370.812500 Penalty: 4301.553223
	Iteration 50Q: 3 clusters Score -795370.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -795374.625000 Penalty: 4301.553223
	Iteration 51Q: 3 clusters Score -795374.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -795377.062500 Penalty: 4301.553223
	Iteration 52Q: 3 clusters Score -795377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -795382.625000 Penalty: 4301.553223
	Iteration 53Q: 3 clusters Score -795382.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -795387.062500 Penalty: 4301.553223
	Iteration 54Q: 3 clusters Score -795387.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -795392.562500 Penalty: 4301.553223
	Iteration 55Q: 3 clusters Score -795392.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -795401.187500 Penalty: 4301.553223
	Iteration 56Q: 3 clusters Score -795401.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -795412.312500 Penalty: 4301.553223
	Iteration 57Q: 3 clusters Score -795412.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -795428.125000 Penalty: 4301.553223
	Iteration 58Q: 3 clusters Score -795428.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -795444.312500 Penalty: 4301.553223
	Iteration 59Q: 3 clusters Score -795444.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -795468.000000 Penalty: 4301.553223
	Iteration 60F: 3 clusters Score -795468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -795496.625000 Penalty: 4301.553223
	Iteration 61Q: 3 clusters Score -795496.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -795525.750000 Penalty: 4301.553223
	Iteration 62Q: 3 clusters Score -795525.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -795565.437500 Penalty: 4301.553223
	Iteration 63Q: 3 clusters Score -795565.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -795605.687500 Penalty: 4301.553223
	Iteration 64Q: 3 clusters Score -795605.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -795653.625000 Penalty: 4301.553223
	Iteration 65Q: 3 clusters Score -795653.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -795704.250000 Penalty: 4301.553223
	Iteration 66Q: 3 clusters Score -795704.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -795780.812500 Penalty: 4301.553223
	Iteration 67Q: 3 clusters Score -795780.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -795853.562500 Penalty: 4301.553223
	Iteration 68Q: 3 clusters Score -795853.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -795943.437500 Penalty: 4301.553223
	Iteration 69Q: 3 clusters Score -795943.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -796022.750000 Penalty: 4301.553223
	Iteration 70Q: 3 clusters Score -796022.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -796110.437500 Penalty: 4301.553223
	Iteration 71Q: 3 clusters Score -796110.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -796182.562500 Penalty: 4301.553223
	Iteration 72Q: 3 clusters Score -796182.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -796242.250000 Penalty: 4301.553223
	Iteration 73Q: 3 clusters Score -796242.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -796291.437500 Penalty: 4301.553223
	Iteration 74Q: 3 clusters Score -796291.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -796341.250000 Penalty: 4301.553223
	Iteration 75Q: 3 clusters Score -796341.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -796380.875000 Penalty: 4301.553223
	Iteration 76Q: 3 clusters Score -796380.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -796412.062500 Penalty: 4301.553223
	Iteration 77Q: 3 clusters Score -796412.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -796431.750000 Penalty: 4301.553223
	Iteration 78Q: 3 clusters Score -796431.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -796449.625000 Penalty: 4301.553223
	Iteration 79Q: 3 clusters Score -796449.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -796461.625000 Penalty: 4301.553223
	Iteration 80F: 3 clusters Score -796461.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -796476.000000 Penalty: 4301.553223
	Iteration 81Q: 3 clusters Score -796476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -796487.250000 Penalty: 4301.553223
	Iteration 82Q: 3 clusters Score -796487.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -796498.687500 Penalty: 4301.553223
	Iteration 83Q: 3 clusters Score -796498.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -796504.750000 Penalty: 4301.553223
	Iteration 84Q: 3 clusters Score -796504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -796508.000000 Penalty: 4301.553223
	Iteration 85Q: 3 clusters Score -796508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -796516.000000 Penalty: 4301.553223
	Iteration 86Q: 3 clusters Score -796516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -796520.250000 Penalty: 4301.553223
	Iteration 87Q: 3 clusters Score -796520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -796527.437500 Penalty: 4301.553223
	Iteration 88Q: 3 clusters Score -796527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -796534.187500 Penalty: 4301.553223
	Iteration 89Q: 3 clusters Score -796534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -796537.437500 Penalty: 4301.553223
	Iteration 90Q: 3 clusters Score -796537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -796540.250000 Penalty: 4301.553223
	Iteration 91Q: 3 clusters Score -796540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -796543.250000 Penalty: 4301.553223
	Iteration 92Q: 3 clusters Score -796543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -796544.875000 Penalty: 4301.553223
	Iteration 93Q: 3 clusters Score -796544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -796548.437500 Penalty: 4301.553223
	Iteration 94Q: 3 clusters Score -796548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -796552.875000 Penalty: 4301.553223
	Iteration 95Q: 3 clusters Score -796552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -796556.062500 Penalty: 4301.553223
	Iteration 96Q: 3 clusters Score -796556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -796557.812500 Penalty: 4301.553223
	Iteration 97Q: 3 clusters Score -796557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -796557.812500 Penalty: 4301.553223
	Iteration 98F: 3 clusters Score -796557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 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 146 members 
Entering Unmasked Estep 
Score: -23490.730469 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23490.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23595.556641 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23595.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23619.089844 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -23619.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23623.875000 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23623.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23628.222656 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23628.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23628.222656 Penalty: 2773.129639
	Iteration 5F: 3 clusters Score -23628.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Entering Unmasked Estep 
Score: -5309393.000000 Penalty: 2633.628906
	Iteration 0F: 2 clusters Score -5309393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5281733.500000 Penalty: 5267.257812
	Iteration 0F: 3 clusters Score -5281734 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -5292220.500000 Penalty: 5267.257812
	Iteration 1F: 3 clusters Score -5292220 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -5293022.500000 Penalty: 5267.257812
	Iteration 2F: 3 clusters Score -5293022 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5294084.000000 Penalty: 5267.257812
	Iteration 3F: 3 clusters Score -5294084 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -5295649.500000 Penalty: 5267.257812
	Iteration 4F: 3 clusters Score -5295650 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -5298065.500000 Penalty: 5267.257812
	Iteration 5F: 3 clusters Score -5298066 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -5301070.500000 Penalty: 5267.257812
	Iteration 6F: 3 clusters Score -5301070 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -5303761.000000 Penalty: 5267.257812
	Iteration 7F: 3 clusters Score -5303761 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5305655.500000 Penalty: 5267.257812
	Iteration 8Q: 3 clusters Score -5305656 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -5306649.500000 Penalty: 5267.257812
	Iteration 9Q: 3 clusters Score -5306650 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -5307072.000000 Penalty: 5267.257812
	Iteration 10Q: 3 clusters Score -5307072 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5307252.000000 Penalty: 5267.257812
	Iteration 11Q: 3 clusters Score -5307252 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5307318.000000 Penalty: 5267.257812
	Iteration 12Q: 3 clusters Score -5307318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -5307374.000000 Penalty: 5267.257812
	Iteration 13Q: 3 clusters Score -5307374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5307417.000000 Penalty: 5267.257812
	Iteration 14Q: 3 clusters Score -5307417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -5307440.500000 Penalty: 5267.257812
	Iteration 15Q: 3 clusters Score -5307440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5307463.000000 Penalty: 5267.257812
	Iteration 16Q: 3 clusters Score -5307463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5307478.500000 Penalty: 5267.257812
	Iteration 17Q: 3 clusters Score -5307478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5307491.000000 Penalty: 5267.257812
	Iteration 18Q: 3 clusters Score -5307491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5307492.500000 Penalty: 5267.257812
	Iteration 19Q: 3 clusters Score -5307492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5307492.500000 Penalty: 5267.257812
	Iteration 20F: 3 clusters Score -5307492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Entering Unmasked Estep 
Score: -2855904.250000 Penalty: 2470.422119
	Iteration 0F: 2 clusters Score -2855904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2840961.500000 Penalty: 4940.844238
	Iteration 0F: 3 clusters Score -2840962 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2845990.750000 Penalty: 4940.844238
	Iteration 1F: 3 clusters Score -2845991 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2846558.500000 Penalty: 4940.844238
	Iteration 2F: 3 clusters Score -2846558 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2847332.750000 Penalty: 4940.844238
	Iteration 3F: 3 clusters Score -2847333 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2848520.250000 Penalty: 4940.844238
	Iteration 4F: 3 clusters Score -2848520 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2850063.500000 Penalty: 4940.844238
	Iteration 5F: 3 clusters Score -2850064 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2851671.500000 Penalty: 4940.844238
	Iteration 6F: 3 clusters Score -2851672 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2852862.500000 Penalty: 4940.844238
	Iteration 7F: 3 clusters Score -2852862 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2853597.250000 Penalty: 4940.844238
	Iteration 8Q: 3 clusters Score -2853597 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2854046.250000 Penalty: 4940.844238
	Iteration 9Q: 3 clusters Score -2854046 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2854301.000000 Penalty: 4940.844238
	Iteration 10Q: 3 clusters Score -2854301 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2854451.000000 Penalty: 4940.844238
	Iteration 11Q: 3 clusters Score -2854451 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2854546.250000 Penalty: 4940.844238
	Iteration 12Q: 3 clusters Score -2854546 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2854596.250000 Penalty: 4940.844238
	Iteration 13Q: 3 clusters Score -2854596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2854635.750000 Penalty: 4940.844238
	Iteration 14Q: 3 clusters Score -2854636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2854654.500000 Penalty: 4940.844238
	Iteration 15Q: 3 clusters Score -2854654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2854663.750000 Penalty: 4940.844238
	Iteration 16Q: 3 clusters Score -2854664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2854670.500000 Penalty: 4940.844238
	Iteration 17Q: 3 clusters Score -2854670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2854682.250000 Penalty: 4940.844238
	Iteration 18Q: 3 clusters Score -2854682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2854694.000000 Penalty: 4940.844238
	Iteration 19Q: 3 clusters Score -2854694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2854695.250000 Penalty: 4940.844238
	Iteration 20F: 3 clusters Score -2854695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2854703.750000 Penalty: 4940.844238
	Iteration 21Q: 3 clusters Score -2854704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2854707.000000 Penalty: 4940.844238
	Iteration 22Q: 3 clusters Score -2854707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2854703.250000 Penalty: 4940.844238
	Iteration 23Q: 3 clusters Score -2854703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2854703.250000 Penalty: 4940.844238
	Iteration 24F: 3 clusters Score -2854703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Entering Unmasked Estep 
Score: -3585386.000000 Penalty: 2527.245605
	Iteration 0F: 2 clusters Score -3585386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3567053.750000 Penalty: 5054.491211
	Iteration 0F: 3 clusters Score -3567054 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3573556.500000 Penalty: 5054.491211
	Iteration 1F: 3 clusters Score -3573556 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3574287.000000 Penalty: 5054.491211
	Iteration 2F: 3 clusters Score -3574287 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3575131.250000 Penalty: 5054.491211
	Iteration 3F: 3 clusters Score -3575131 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3575944.250000 Penalty: 5054.491211
	Iteration 4F: 3 clusters Score -3575944 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3576723.500000 Penalty: 5054.491211
	Iteration 5F: 3 clusters Score -3576724 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3577430.500000 Penalty: 5054.491211
	Iteration 6F: 3 clusters Score -3577430 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3578084.750000 Penalty: 5054.491211
	Iteration 7F: 3 clusters Score -3578085 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3578671.000000 Penalty: 5054.491211
	Iteration 8Q: 3 clusters Score -3578671 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3579312.500000 Penalty: 5054.491211
	Iteration 9Q: 3 clusters Score -3579312 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3579918.750000 Penalty: 5054.491211
	Iteration 10Q: 3 clusters Score -3579919 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3580517.500000 Penalty: 5054.491211
	Iteration 11Q: 3 clusters Score -3580518 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3581088.000000 Penalty: 5054.491211
	Iteration 12Q: 3 clusters Score -3581088 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3581621.250000 Penalty: 5054.491211
	Iteration 13Q: 3 clusters Score -3581621 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3582108.000000 Penalty: 5054.491211
	Iteration 14Q: 3 clusters Score -3582108 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3582573.500000 Penalty: 5054.491211
	Iteration 15Q: 3 clusters Score -3582574 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3582951.500000 Penalty: 5054.491211
	Iteration 16Q: 3 clusters Score -3582952 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3583270.750000 Penalty: 5054.491211
	Iteration 17Q: 3 clusters Score -3583271 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3583561.000000 Penalty: 5054.491211
	Iteration 18Q: 3 clusters Score -3583561 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3583819.250000 Penalty: 5054.491211
	Iteration 19Q: 3 clusters Score -3583819 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3584082.500000 Penalty: 5054.491211
	Iteration 20F: 3 clusters Score -3584082 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3584289.750000 Penalty: 5054.491211
	Iteration 21Q: 3 clusters Score -3584290 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3584473.000000 Penalty: 5054.491211
	Iteration 22Q: 3 clusters Score -3584473 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3584631.000000 Penalty: 5054.491211
	Iteration 23Q: 3 clusters Score -3584631 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3584743.750000 Penalty: 5054.491211
	Iteration 24Q: 3 clusters Score -3584744 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3584834.750000 Penalty: 5054.491211
	Iteration 25Q: 3 clusters Score -3584835 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3584904.500000 Penalty: 5054.491211
	Iteration 26Q: 3 clusters Score -3584904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3584944.000000 Penalty: 5054.491211
	Iteration 27Q: 3 clusters Score -3584944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3584964.750000 Penalty: 5054.491211
	Iteration 28Q: 3 clusters Score -3584965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3584989.000000 Penalty: 5054.491211
	Iteration 29Q: 3 clusters Score -3584989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3584994.250000 Penalty: 5054.491211
	Iteration 30Q: 3 clusters Score -3584994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3585008.750000 Penalty: 5054.491211
	Iteration 31Q: 3 clusters Score -3585009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3585024.750000 Penalty: 5054.491211
	Iteration 32Q: 3 clusters Score -3585025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3585035.000000 Penalty: 5054.491211
	Iteration 33Q: 3 clusters Score -3585035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3585044.250000 Penalty: 5054.491211
	Iteration 34Q: 3 clusters Score -3585044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3585048.750000 Penalty: 5054.491211
	Iteration 35Q: 3 clusters Score -3585049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3585056.500000 Penalty: 5054.491211
	Iteration 36Q: 3 clusters Score -3585056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3585062.000000 Penalty: 5054.491211
	Iteration 37Q: 3 clusters Score -3585062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3585061.500000 Penalty: 5054.491211
	Iteration 38Q: 3 clusters Score -3585062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3585067.000000 Penalty: 5054.491211
	Iteration 39Q: 3 clusters Score -3585067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3585065.000000 Penalty: 5054.491211
	Iteration 40F: 3 clusters Score -3585065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3585068.750000 Penalty: 5054.491211
	Iteration 41Q: 3 clusters Score -3585069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3585066.750000 Penalty: 5054.491211
	Iteration 42Q: 3 clusters Score -3585067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3585065.250000 Penalty: 5054.491211
	Iteration 43Q: 3 clusters Score -3585065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3585066.500000 Penalty: 5054.491211
	Iteration 44Q: 3 clusters Score -3585066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3585068.250000 Penalty: 5054.491211
	Iteration 45Q: 3 clusters Score -3585068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3585068.250000 Penalty: 5054.491211
	Iteration 46F: 3 clusters Score -3585068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -263980.812500 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -263980.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -261330.203125 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -261330.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -261861.375000 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -261861.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -262038.921875 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -262038.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -262217.906250 Penalty: 3788.546387
	Iteration 3F: 3 clusters Score -262217.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -262399.437500 Penalty: 3788.546387
	Iteration 4F: 3 clusters Score -262399.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -262572.156250 Penalty: 3788.546387
	Iteration 5F: 3 clusters Score -262572.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -262722.937500 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -262722.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -262884.312500 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -262884.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -263024.781250 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -263024.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -263106.031250 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -263106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -263175.406250 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -263175.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -263222.093750 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -263222.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -263245.093750 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -263245.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -263263.218750 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -263263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263276.781250 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -263276.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -263284.468750 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -263284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -263289.437500 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -263289.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -263295.312500 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -263295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -263296.843750 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -263296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -263298.031250 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -263298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -263298.531250 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -263298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -75067.109375 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -75067.11 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 346 members 
Entering Unmasked Estep 
Score: -73421.304688 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -73421.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73956.265625 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -73956.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74263.187500 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -74263.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74477.343750 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -74477.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74614.664062 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -74614.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74690.554688 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -74690.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74751.273438 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -74751.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74802.125000 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -74802.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74838.898438 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -74838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74860.343750 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -74860.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74867.250000 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -74867.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74883.156250 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -74883.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74907.257812 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -74907.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74921.117188 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -74921.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74924.843750 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -74924.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74924.843750 Penalty: 3242.917236
	Iteration 15F: 3 clusters Score -74924.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -296971.062500 Penalty: 1918.062134
	Iteration 0F: 2 clusters Score -296971.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -294211.187500 Penalty: 3836.124268
	Iteration 0F: 3 clusters Score -294211.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -294802.781250 Penalty: 3836.124268
	Iteration 1F: 3 clusters Score -294802.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -295031.250000 Penalty: 3836.124268
	Iteration 2F: 3 clusters Score -295031.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -295207.250000 Penalty: 3836.124268
	Iteration 3F: 3 clusters Score -295207.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -295359.906250 Penalty: 3836.124268
	Iteration 4Q: 3 clusters Score -295359.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -295497.843750 Penalty: 3836.124268
	Iteration 5Q: 3 clusters Score -295497.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295630.062500 Penalty: 3836.124268
	Iteration 6Q: 3 clusters Score -295630.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -295746.718750 Penalty: 3836.124268
	Iteration 7Q: 3 clusters Score -295746.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -295849.812500 Penalty: 3836.124268
	Iteration 8Q: 3 clusters Score -295849.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -295942.562500 Penalty: 3836.124268
	Iteration 9Q: 3 clusters Score -295942.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -296019.843750 Penalty: 3836.124268
	Iteration 10Q: 3 clusters Score -296019.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -296088.125000 Penalty: 3836.124268
	Iteration 11Q: 3 clusters Score -296088.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -296149.906250 Penalty: 3836.124268
	Iteration 12Q: 3 clusters Score -296149.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -296208.156250 Penalty: 3836.124268
	Iteration 13Q: 3 clusters Score -296208.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -296264.718750 Penalty: 3836.124268
	Iteration 14Q: 3 clusters Score -296264.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -296333.593750 Penalty: 3836.124268
	Iteration 15Q: 3 clusters Score -296333.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -296408.531250 Penalty: 3836.124268
	Iteration 16Q: 3 clusters Score -296408.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -296520.906250 Penalty: 3836.124268
	Iteration 17Q: 3 clusters Score -296520.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -296583.281250 Penalty: 3836.124268
	Iteration 18Q: 3 clusters Score -296583.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -296637.500000 Penalty: 3836.124268
	Iteration 19Q: 3 clusters Score -296637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -296646.968750 Penalty: 3836.124268
	Iteration 20F: 3 clusters Score -296647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -296650.312500 Penalty: 3836.124268
	Iteration 21Q: 3 clusters Score -296650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -296651.156250 Penalty: 3836.124268
	Iteration 22Q: 3 clusters Score -296651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -296651.625000 Penalty: 3836.124268
	Iteration 23Q: 3 clusters Score -296651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -296651.625000 Penalty: 3836.124268
	Iteration 24F: 3 clusters Score -296651.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Entering Unmasked Estep 
Score: -3860522.000000 Penalty: 2545.166748
	Iteration 0F: 2 clusters Score -3860522 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 14342 members 
Entering Unmasked Estep 
Score: -3840766.750000 Penalty: 5090.333496
	Iteration 0F: 3 clusters Score -3840767 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3847829.500000 Penalty: 5090.333496
	Iteration 1F: 3 clusters Score -3847830 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3848310.000000 Penalty: 5090.333496
	Iteration 2Q: 3 clusters Score -3848310 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3848814.250000 Penalty: 5090.333496
	Iteration 3Q: 3 clusters Score -3848814 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3849366.500000 Penalty: 5090.333496
	Iteration 4Q: 3 clusters Score -3849366 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3850022.000000 Penalty: 5090.333496
	Iteration 5Q: 3 clusters Score -3850022 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3850724.000000 Penalty: 5090.333496
	Iteration 6Q: 3 clusters Score -3850724 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3851417.500000 Penalty: 5090.333496
	Iteration 7Q: 3 clusters Score -3851418 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3852128.750000 Penalty: 5090.333496
	Iteration 8Q: 3 clusters Score -3852129 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3852882.000000 Penalty: 5090.333496
	Iteration 9Q: 3 clusters Score -3852882 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3853605.250000 Penalty: 5090.333496
	Iteration 10Q: 3 clusters Score -3853605 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3854318.250000 Penalty: 5090.333496
	Iteration 11Q: 3 clusters Score -3854318 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3854879.750000 Penalty: 5090.333496
	Iteration 12Q: 3 clusters Score -3854880 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3855213.250000 Penalty: 5090.333496
	Iteration 13Q: 3 clusters Score -3855213 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3855363.250000 Penalty: 5090.333496
	Iteration 14Q: 3 clusters Score -3855363 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3855452.750000 Penalty: 5090.333496
	Iteration 15Q: 3 clusters Score -3855453 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3855496.750000 Penalty: 5090.333496
	Iteration 16Q: 3 clusters Score -3855497 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3855535.500000 Penalty: 5090.333496
	Iteration 17Q: 3 clusters Score -3855536 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3855573.000000 Penalty: 5090.333496
	Iteration 18Q: 3 clusters Score -3855573 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3855586.000000 Penalty: 5090.333496
	Iteration 19Q: 3 clusters Score -3855586 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3855616.750000 Penalty: 5090.333496
	Iteration 20F: 3 clusters Score -3855617 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3855637.000000 Penalty: 5090.333496
	Iteration 21Q: 3 clusters Score -3855637 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3855660.250000 Penalty: 5090.333496
	Iteration 22Q: 3 clusters Score -3855660 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3855687.250000 Penalty: 5090.333496
	Iteration 23Q: 3 clusters Score -3855687 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3855705.750000 Penalty: 5090.333496
	Iteration 24Q: 3 clusters Score -3855706 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3855716.500000 Penalty: 5090.333496
	Iteration 25Q: 3 clusters Score -3855716 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3855725.500000 Penalty: 5090.333496
	Iteration 26Q: 3 clusters Score -3855726 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3855740.750000 Penalty: 5090.333496
	Iteration 27Q: 3 clusters Score -3855741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3855747.250000 Penalty: 5090.333496
	Iteration 28Q: 3 clusters Score -3855747 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3855756.750000 Penalty: 5090.333496
	Iteration 29Q: 3 clusters Score -3855757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3855769.250000 Penalty: 5090.333496
	Iteration 30Q: 3 clusters Score -3855769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3855785.750000 Penalty: 5090.333496
	Iteration 31Q: 3 clusters Score -3855786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3855783.750000 Penalty: 5090.333496
	Iteration 32Q: 3 clusters Score -3855784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3855784.500000 Penalty: 5090.333496
	Iteration 33Q: 3 clusters Score -3855784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3855793.500000 Penalty: 5090.333496
	Iteration 34Q: 3 clusters Score -3855794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3855791.250000 Penalty: 5090.333496
	Iteration 35Q: 3 clusters Score -3855791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3855796.250000 Penalty: 5090.333496
	Iteration 36Q: 3 clusters Score -3855796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3855799.750000 Penalty: 5090.333496
	Iteration 37Q: 3 clusters Score -3855800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3855803.250000 Penalty: 5090.333496
	Iteration 38Q: 3 clusters Score -3855803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3855797.500000 Penalty: 5090.333496
	Iteration 39Q: 3 clusters Score -3855798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3855794.000000 Penalty: 5090.333496
	Iteration 40F: 3 clusters Score -3855794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -3855798.000000 Penalty: 5090.333496
	Iteration 41Q: 3 clusters Score -3855798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3855801.250000 Penalty: 5090.333496
	Iteration 42Q: 3 clusters Score -3855801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3855810.250000 Penalty: 5090.333496
	Iteration 43Q: 3 clusters Score -3855810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3855798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3855793.000000 Penalty: 5090.333496
	Iteration 45Q: 3 clusters Score -3855793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3855801.750000 Penalty: 5090.333496
	Iteration 46Q: 3 clusters Score -3855802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3855796.250000 Penalty: 5090.333496
	Iteration 47Q: 3 clusters Score -3855796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3855801.750000 Penalty: 5090.333496
	Iteration 48Q: 3 clusters Score -3855802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3855799.250000 Penalty: 5090.333496
	Iteration 49Q: 3 clusters Score -3855799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3855805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3855810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3855813.000000 Penalty: 5090.333496
	Iteration 52Q: 3 clusters Score -3855813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3855809.750000 Penalty: 5090.333496
	Iteration 53Q: 3 clusters Score -3855810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3855817.750000 Penalty: 5090.333496
	Iteration 54Q: 3 clusters Score -3855818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3855811.500000 Penalty: 5090.333496
	Iteration 55Q: 3 clusters Score -3855812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3855811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3855810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3855807.250000 Penalty: 5090.333496
	Iteration 58Q: 3 clusters Score -3855807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3855812.750000 Penalty: 5090.333496
	Iteration 59Q: 3 clusters Score -3855813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3855812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3855812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3855810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3855810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3855806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3855808 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3855810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3855809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3855807 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3855816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3855812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3855816 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3855816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3855822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3855821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3855819.000000 Penalty: 5090.333496
	Iteration 75Q: 3 clusters Score -3855819 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3855823 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3855826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3855830 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3855828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3855829 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3855830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3855832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3855834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3855829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3855831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3855836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3855838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3855836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3855832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3855835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3855834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3855840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3855841 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3855834 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13588 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3855835 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3855835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3855843 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3855844 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13587 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3855844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3855843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3855843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3855837 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3855838 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3855843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3855848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3855851.250000 Penalty: 5090.333496
	Iteration 106Q: 3 clusters Score -3855851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3855850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3855847 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13625 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3855852 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3855848 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3855849 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3855844 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3855844 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13643 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3855845 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3855845 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3855850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3855854 nChanged 12
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Mstep: Class 1 contains 13670 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3855854 nChanged 15
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3855857 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3855858 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3855851 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3855854 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13729 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3855853 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3855853 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3855852 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3855852 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3855848 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3855848 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3855863 nChanged 25
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Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3855863 nChanged 37
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3855867 nChanged 50
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Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3855877 nChanged 42
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3855874 nChanged 35
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3855874 nChanged 39
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3855885 nChanged 33
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Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3855884 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3855883 nChanged 36
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Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3855883 nChanged 34
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Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3855882 nChanged 25
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Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3855890 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14224 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3855890 nChanged 18
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Mstep: Class 1 contains 14242 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3855893 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3855892 nChanged 18
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Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3855891 nChanged 16
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Mstep: Class 1 contains 14289 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3855894 nChanged 18
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Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3855884 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3855897 nChanged 22
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3855896 nChanged 28
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Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3855894 nChanged 30
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Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3855894 nChanged 29
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3855901 nChanged 28
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Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3855902 nChanged 34
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3855900 nChanged 24
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3855911 nChanged 27
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Mstep: Class 1 contains 14529 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3855907 nChanged 23
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3855911 nChanged 23
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3855915 nChanged 23
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3855918 nChanged 19
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3855918 nChanged 20
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Mstep: Class 1 contains 14637 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3855920 nChanged 30
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3855921 nChanged 36
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Mstep: Class 1 contains 14703 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3855924 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3855923 nChanged 19
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3855922 nChanged 19
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3855924 nChanged 25
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3855924 nChanged 24
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3855929 nChanged 22
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3855929 nChanged 18
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Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3855930 nChanged 23
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3855938 nChanged 23
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	Iteration 171Q: 3 clusters Score -3855944 nChanged 25
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	Iteration 172Q: 3 clusters Score -3855951 nChanged 17
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3855947 nChanged 15
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Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3855946 nChanged 13
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Mstep: Class 1 contains 14966 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3855945 nChanged 15
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Mstep: Class 1 contains 14981 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3855948 nChanged 9
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Mstep: Class 1 contains 14990 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3855946 nChanged 7
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Mstep: Class 1 contains 14997 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3855952 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3855954 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3855949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3855958 nChanged 17
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Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3855958 nChanged 19
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Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3855954 nChanged 15
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Mstep: Class 1 contains 15071 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3855955 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15084 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3855966 nChanged 18
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Mstep: Class 1 contains 15100 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3855962 nChanged 14
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3855961 nChanged 15
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	Iteration 188Q: 3 clusters Score -3855954 nChanged 17
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	Iteration 189Q: 3 clusters Score -3855959 nChanged 20
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	Iteration 190Q: 3 clusters Score -3855965 nChanged 22
Entering Unmasked Mstep 
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	Iteration 191Q: 3 clusters Score -3855970 nChanged 23
Entering Unmasked Mstep 
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	Iteration 192Q: 3 clusters Score -3855972 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15233 members 
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	Iteration 193Q: 3 clusters Score -3855975 nChanged 41
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3855982 nChanged 51
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Mstep: Class 1 contains 15325 members 
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	Iteration 195Q: 3 clusters Score -3855986 nChanged 50
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	Iteration 196Q: 3 clusters Score -3855972 nChanged 53
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3855969 nChanged 60
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	Iteration 198Q: 3 clusters Score -3855971 nChanged 58
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Mstep: Class 1 contains 15534 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3855980 nChanged 61
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Mstep: Class 1 contains 15589 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3855984 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15642 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3855991 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15686 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3855996 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15726 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3855992 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3856013 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15827 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3856025 nChanged 65
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Mstep: Class 1 contains 15892 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3856016 nChanged 80
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Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3856029 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3856045 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3856054 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3856061 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -3856062 nChanged 78
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3856075 nChanged 99
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Mstep: Class 1 contains 16438 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3856086 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16530 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3856098 nChanged 99
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Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -3856111 nChanged 89
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -3856113 nChanged 60
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Mstep: Class 1 contains 16778 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3856122 nChanged 66
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3856129 nChanged 66
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Mstep: Class 1 contains 16908 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -3856132 nChanged 55
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Mstep: Class 1 contains 16963 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -3856150 nChanged 58
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Mstep: Class 1 contains 17019 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -3856153 nChanged 67
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Mstep: Class 1 contains 17086 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3856156 nChanged 65
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Mstep: Class 1 contains 17151 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -3856172 nChanged 69
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Mstep: Class 1 contains 17220 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -3856166 nChanged 79
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Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -3856184 nChanged 69
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Mstep: Class 1 contains 17366 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -3856198 nChanged 68
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Mstep: Class 1 contains 17432 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3856209 nChanged 74
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Entering Unmasked Estep 
Score: -3856212.000000 Penalty: 5090.333496
	Iteration 228Q: 3 clusters Score -3856212 nChanged 73
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Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3856226.500000 Penalty: 5090.333496
	Iteration 229Q: 3 clusters Score -3856226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3856225.750000 Penalty: 5090.333496
	Iteration 230Q: 3 clusters Score -3856226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3856234.500000 Penalty: 5090.333496
	Iteration 231Q: 3 clusters Score -3856234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3856233.250000 Penalty: 5090.333496
	Iteration 232Q: 3 clusters Score -3856233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3856226.500000 Penalty: 5090.333496
	Iteration 233Q: 3 clusters Score -3856226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3856235.500000 Penalty: 5090.333496
	Iteration 234Q: 3 clusters Score -3856236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3856259.500000 Penalty: 5090.333496
	Iteration 235Q: 3 clusters Score -3856260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3856257.250000 Penalty: 5090.333496
	Iteration 236Q: 3 clusters Score -3856257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3856262.500000 Penalty: 5090.333496
	Iteration 237Q: 3 clusters Score -3856262 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3856272.000000 Penalty: 5090.333496
	Iteration 238Q: 3 clusters Score -3856272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3856295.000000 Penalty: 5090.333496
	Iteration 239Q: 3 clusters Score -3856295 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3856311.750000 Penalty: 5090.333496
	Iteration 240F: 3 clusters Score -3856312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3856322.750000 Penalty: 5090.333496
	Iteration 241Q: 3 clusters Score -3856323 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3856358.750000 Penalty: 5090.333496
	Iteration 242Q: 3 clusters Score -3856359 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3856371.250000 Penalty: 5090.333496
	Iteration 243Q: 3 clusters Score -3856371 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3856405.250000 Penalty: 5090.333496
	Iteration 244Q: 3 clusters Score -3856405 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3856424.250000 Penalty: 5090.333496
	Iteration 245Q: 3 clusters Score -3856424 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3856457.000000 Penalty: 5090.333496
	Iteration 246Q: 3 clusters Score -3856457 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3856505.500000 Penalty: 5090.333496
	Iteration 247Q: 3 clusters Score -3856506 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3856548.500000 Penalty: 5090.333496
	Iteration 248Q: 3 clusters Score -3856548 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3856581.000000 Penalty: 5090.333496
	Iteration 249Q: 3 clusters Score -3856581 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3856618.000000 Penalty: 5090.333496
	Iteration 250Q: 3 clusters Score -3856618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3856642.250000 Penalty: 5090.333496
	Iteration 251Q: 3 clusters Score -3856642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3856667.500000 Penalty: 5090.333496
	Iteration 252Q: 3 clusters Score -3856668 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3856704.500000 Penalty: 5090.333496
	Iteration 253Q: 3 clusters Score -3856704 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3856728.250000 Penalty: 5090.333496
	Iteration 254Q: 3 clusters Score -3856728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3856758.500000 Penalty: 5090.333496
	Iteration 255Q: 3 clusters Score -3856758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3856774.750000 Penalty: 5090.333496
	Iteration 256Q: 3 clusters Score -3856775 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3856792.250000 Penalty: 5090.333496
	Iteration 257Q: 3 clusters Score -3856792 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3856833.250000 Penalty: 5090.333496
	Iteration 258Q: 3 clusters Score -3856833 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3856906.750000 Penalty: 5090.333496
	Iteration 259Q: 3 clusters Score -3856907 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3856948.250000 Penalty: 5090.333496
	Iteration 260F: 3 clusters Score -3856948 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3856996.000000 Penalty: 5090.333496
	Iteration 261Q: 3 clusters Score -3856996 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3857028.750000 Penalty: 5090.333496
	Iteration 262Q: 3 clusters Score -3857029 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3857077.250000 Penalty: 5090.333496
	Iteration 263Q: 3 clusters Score -3857077 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3857113.250000 Penalty: 5090.333496
	Iteration 264Q: 3 clusters Score -3857113 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3857157.250000 Penalty: 5090.333496
	Iteration 265Q: 3 clusters Score -3857157 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3857213.500000 Penalty: 5090.333496
	Iteration 266Q: 3 clusters Score -3857214 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3857258.250000 Penalty: 5090.333496
	Iteration 267Q: 3 clusters Score -3857258 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3857308.000000 Penalty: 5090.333496
	Iteration 268Q: 3 clusters Score -3857308 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3857343.250000 Penalty: 5090.333496
	Iteration 269Q: 3 clusters Score -3857343 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3857372.500000 Penalty: 5090.333496
	Iteration 270Q: 3 clusters Score -3857372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3857422.500000 Penalty: 5090.333496
	Iteration 271Q: 3 clusters Score -3857422 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3857455.000000 Penalty: 5090.333496
	Iteration 272Q: 3 clusters Score -3857455 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3857502.500000 Penalty: 5090.333496
	Iteration 273Q: 3 clusters Score -3857502 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3857547.750000 Penalty: 5090.333496
	Iteration 274Q: 3 clusters Score -3857548 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3857596.750000 Penalty: 5090.333496
	Iteration 275Q: 3 clusters Score -3857597 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3857630.500000 Penalty: 5090.333496
	Iteration 276Q: 3 clusters Score -3857630 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3857674.500000 Penalty: 5090.333496
	Iteration 277Q: 3 clusters Score -3857674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3857708.000000 Penalty: 5090.333496
	Iteration 278Q: 3 clusters Score -3857708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3857752.000000 Penalty: 5090.333496
	Iteration 279Q: 3 clusters Score -3857752 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3857794.750000 Penalty: 5090.333496
	Iteration 280F: 3 clusters Score -3857795 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3857818.750000 Penalty: 5090.333496
	Iteration 281Q: 3 clusters Score -3857819 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3857843.000000 Penalty: 5090.333496
	Iteration 282Q: 3 clusters Score -3857843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3857874.250000 Penalty: 5090.333496
	Iteration 283Q: 3 clusters Score -3857874 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3857903.000000 Penalty: 5090.333496
	Iteration 284Q: 3 clusters Score -3857903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3857937.750000 Penalty: 5090.333496
	Iteration 285Q: 3 clusters Score -3857938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3857967.250000 Penalty: 5090.333496
	Iteration 286Q: 3 clusters Score -3857967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3857993.000000 Penalty: 5090.333496
	Iteration 287Q: 3 clusters Score -3857993 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3858026.750000 Penalty: 5090.333496
	Iteration 288Q: 3 clusters Score -3858027 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3858054.500000 Penalty: 5090.333496
	Iteration 289Q: 3 clusters Score -3858054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3858078.000000 Penalty: 5090.333496
	Iteration 290Q: 3 clusters Score -3858078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3858099.250000 Penalty: 5090.333496
	Iteration 291Q: 3 clusters Score -3858099 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3858111.750000 Penalty: 5090.333496
	Iteration 292Q: 3 clusters Score -3858112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3858132.750000 Penalty: 5090.333496
	Iteration 293Q: 3 clusters Score -3858133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3858148.500000 Penalty: 5090.333496
	Iteration 294Q: 3 clusters Score -3858148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3858152.250000 Penalty: 5090.333496
	Iteration 295Q: 3 clusters Score -3858152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3858159.750000 Penalty: 5090.333496
	Iteration 296Q: 3 clusters Score -3858160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3858174.750000 Penalty: 5090.333496
	Iteration 297Q: 3 clusters Score -3858175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3858176.500000 Penalty: 5090.333496
	Iteration 298Q: 3 clusters Score -3858176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3858184.250000 Penalty: 5090.333496
	Iteration 299Q: 3 clusters Score -3858184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3858188.250000 Penalty: 5090.333496
	Iteration 300F: 3 clusters Score -3858188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3858194.000000 Penalty: 5090.333496
	Iteration 301Q: 3 clusters Score -3858194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3858193.750000 Penalty: 5090.333496
	Iteration 302Q: 3 clusters Score -3858194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3858205.000000 Penalty: 5090.333496
	Iteration 303Q: 3 clusters Score -3858205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3858208.750000 Penalty: 5090.333496
	Iteration 304Q: 3 clusters Score -3858209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3858215.250000 Penalty: 5090.333496
	Iteration 305Q: 3 clusters Score -3858215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3858218.500000 Penalty: 5090.333496
	Iteration 306Q: 3 clusters Score -3858218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3858234.000000 Penalty: 5090.333496
	Iteration 307Q: 3 clusters Score -3858234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3858235.000000 Penalty: 5090.333496
	Iteration 308Q: 3 clusters Score -3858235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3858241.750000 Penalty: 5090.333496
	Iteration 309Q: 3 clusters Score -3858242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3858250.000000 Penalty: 5090.333496
	Iteration 310Q: 3 clusters Score -3858250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3858250.750000 Penalty: 5090.333496
	Iteration 311Q: 3 clusters Score -3858251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3858254.500000 Penalty: 5090.333496
	Iteration 312Q: 3 clusters Score -3858254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3858251.000000 Penalty: 5090.333496
	Iteration 313Q: 3 clusters Score -3858251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3858254.250000 Penalty: 5090.333496
	Iteration 314Q: 3 clusters Score -3858254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3858254.000000 Penalty: 5090.333496
	Iteration 315Q: 3 clusters Score -3858254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3858257.000000 Penalty: 5090.333496
	Iteration 316Q: 3 clusters Score -3858257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3858258.750000 Penalty: 5090.333496
	Iteration 317Q: 3 clusters Score -3858259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3858263.250000 Penalty: 5090.333496
	Iteration 318Q: 3 clusters Score -3858263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3858269.000000 Penalty: 5090.333496
	Iteration 319Q: 3 clusters Score -3858269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3858268.750000 Penalty: 5090.333496
	Iteration 320F: 3 clusters Score -3858269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3858272.000000 Penalty: 5090.333496
	Iteration 321Q: 3 clusters Score -3858272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3858274.750000 Penalty: 5090.333496
	Iteration 322Q: 3 clusters Score -3858275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3858275.250000 Penalty: 5090.333496
	Iteration 323Q: 3 clusters Score -3858275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3858275.000000 Penalty: 5090.333496
	Iteration 324Q: 3 clusters Score -3858275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3858274.000000 Penalty: 5090.333496
	Iteration 325Q: 3 clusters Score -3858274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3858269.500000 Penalty: 5090.333496
	Iteration 326Q: 3 clusters Score -3858270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3858273.750000 Penalty: 5090.333496
	Iteration 327Q: 3 clusters Score -3858274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3858269.750000 Penalty: 5090.333496
	Iteration 328Q: 3 clusters Score -3858270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3858270.250000 Penalty: 5090.333496
	Iteration 329Q: 3 clusters Score -3858270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3858270.250000 Penalty: 5090.333496
	Iteration 330F: 3 clusters Score -3858270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (182731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182731 members 
Entering Unmasked Estep 
Score: -24252468.000000 Penalty: 3004.710938
	Iteration 0F: 2 clusters Score -2.425247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -24131786.000000 Penalty: 6009.421875
	Iteration 0F: 3 clusters Score -2.413179e+07 nChanged 87863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -24183504.000000 Penalty: 6009.421875
	Iteration 1F: 3 clusters Score -2.41835e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -24185036.000000 Penalty: 6009.421875
	Iteration 2Q: 3 clusters Score -2.418504e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85737 members 
Mstep: Class 2 contains 96994 members 
Entering Unmasked Estep 
Score: -24187310.000000 Penalty: 6009.421875
	Iteration 3Q: 3 clusters Score -2.418731e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -24190436.000000 Penalty: 6009.421875
	Iteration 4Q: 3 clusters Score -2.419044e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -24194260.000000 Penalty: 6009.421875
	Iteration 5Q: 3 clusters Score -2.419426e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -24199614.000000 Penalty: 6009.421875
	Iteration 6F: 3 clusters Score -2.419961e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 108900 members 
Entering Unmasked Estep 
Score: -24206846.000000 Penalty: 6009.421875
	Iteration 7F: 3 clusters Score -2.420685e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 112648 members 
Entering Unmasked Estep 
Score: -24214920.000000 Penalty: 6009.421875
	Iteration 8F: 3 clusters Score -2.421492e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 115711 members 
Entering Unmasked Estep 
Score: -24221996.000000 Penalty: 6009.421875
	Iteration 9F: 3 clusters Score -2.4222e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 117789 members 
Entering Unmasked Estep 
Score: -24226494.000000 Penalty: 6009.421875
	Iteration 10Q: 3 clusters Score -2.422649e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 119266 members 
Entering Unmasked Estep 
Score: -24228558.000000 Penalty: 6009.421875
	Iteration 11Q: 3 clusters Score -2.422856e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 120551 members 
Entering Unmasked Estep 
Score: -24229294.000000 Penalty: 6009.421875
	Iteration 12Q: 3 clusters Score -2.422929e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 121713 members 
Entering Unmasked Estep 
Score: -24229848.000000 Penalty: 6009.421875
	Iteration 13Q: 3 clusters Score -2.422985e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 122845 members 
Entering Unmasked Estep 
Score: -24230300.000000 Penalty: 6009.421875
	Iteration 14Q: 3 clusters Score -2.42303e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 124029 members 
Entering Unmasked Estep 
Score: -24230642.000000 Penalty: 6009.421875
	Iteration 15Q: 3 clusters Score -2.423064e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 125142 members 
Entering Unmasked Estep 
Score: -24231038.000000 Penalty: 6009.421875
	Iteration 16Q: 3 clusters Score -2.423104e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -24231278.000000 Penalty: 6009.421875
	Iteration 17Q: 3 clusters Score -2.423128e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 127438 members 
Entering Unmasked Estep 
Score: -24231602.000000 Penalty: 6009.421875
	Iteration 18Q: 3 clusters Score -2.42316e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 128508 members 
Entering Unmasked Estep 
Score: -24231888.000000 Penalty: 6009.421875
	Iteration 19Q: 3 clusters Score -2.423189e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 129627 members 
Entering Unmasked Estep 
Score: -24232270.000000 Penalty: 6009.421875
	Iteration 20F: 3 clusters Score -2.423227e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 130744 members 
Entering Unmasked Estep 
Score: -24232652.000000 Penalty: 6009.421875
	Iteration 21Q: 3 clusters Score -2.423265e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 131861 members 
Entering Unmasked Estep 
Score: -24232966.000000 Penalty: 6009.421875
	Iteration 22Q: 3 clusters Score -2.423297e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 133040 members 
Entering Unmasked Estep 
Score: -24233236.000000 Penalty: 6009.421875
	Iteration 23Q: 3 clusters Score -2.423324e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 134264 members 
Entering Unmasked Estep 
Score: -24233504.000000 Penalty: 6009.421875
	Iteration 24Q: 3 clusters Score -2.42335e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 135565 members 
Entering Unmasked Estep 
Score: -24233852.000000 Penalty: 6009.421875
	Iteration 25Q: 3 clusters Score -2.423385e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 136863 members 
Entering Unmasked Estep 
Score: -24234312.000000 Penalty: 6009.421875
	Iteration 26Q: 3 clusters Score -2.423431e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 138195 members 
Entering Unmasked Estep 
Score: -24234662.000000 Penalty: 6009.421875
	Iteration 27Q: 3 clusters Score -2.423466e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -24235030.000000 Penalty: 6009.421875
	Iteration 28Q: 3 clusters Score -2.423503e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -24235484.000000 Penalty: 6009.421875
	Iteration 29Q: 3 clusters Score -2.423548e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 142343 members 
Entering Unmasked Estep 
Score: -24235764.000000 Penalty: 6009.421875
	Iteration 30Q: 3 clusters Score -2.423576e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 143858 members 
Entering Unmasked Estep 
Score: -24236150.000000 Penalty: 6009.421875
	Iteration 31Q: 3 clusters Score -2.423615e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 145402 members 
Entering Unmasked Estep 
Score: -24236592.000000 Penalty: 6009.421875
	Iteration 32Q: 3 clusters Score -2.423659e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 146974 members 
Entering Unmasked Estep 
Score: -24237042.000000 Penalty: 6009.421875
	Iteration 33Q: 3 clusters Score -2.423704e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 148556 members 
Entering Unmasked Estep 
Score: -24237498.000000 Penalty: 6009.421875
	Iteration 34Q: 3 clusters Score -2.42375e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 150182 members 
Entering Unmasked Estep 
Score: -24237936.000000 Penalty: 6009.421875
	Iteration 35Q: 3 clusters Score -2.423794e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 151849 members 
Entering Unmasked Estep 
Score: -24238432.000000 Penalty: 6009.421875
	Iteration 36Q: 3 clusters Score -2.423843e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 153601 members 
Entering Unmasked Estep 
Score: -24239036.000000 Penalty: 6009.421875
	Iteration 37Q: 3 clusters Score -2.423904e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -24239718.000000 Penalty: 6009.421875
	Iteration 38Q: 3 clusters Score -2.423972e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -24240312.000000 Penalty: 6009.421875
	Iteration 39Q: 3 clusters Score -2.424031e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -24241010.000000 Penalty: 6009.421875
	Iteration 40F: 3 clusters Score -2.424101e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 161232 members 
Entering Unmasked Estep 
Score: -24241704.000000 Penalty: 6009.421875
	Iteration 41Q: 3 clusters Score -2.42417e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 163142 members 
Entering Unmasked Estep 
Score: -24242382.000000 Penalty: 6009.421875
	Iteration 42Q: 3 clusters Score -2.424238e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 165113 members 
Entering Unmasked Estep 
Score: -24243156.000000 Penalty: 6009.421875
	Iteration 43Q: 3 clusters Score -2.424316e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 167026 members 
Entering Unmasked Estep 
Score: -24243998.000000 Penalty: 6009.421875
	Iteration 44Q: 3 clusters Score -2.4244e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 168807 members 
Entering Unmasked Estep 
Score: -24244714.000000 Penalty: 6009.421875
	Iteration 45Q: 3 clusters Score -2.424471e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 170489 members 
Entering Unmasked Estep 
Score: -24245334.000000 Penalty: 6009.421875
	Iteration 46Q: 3 clusters Score -2.424533e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -24245948.000000 Penalty: 6009.421875
	Iteration 47Q: 3 clusters Score -2.424595e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 173399 members 
Entering Unmasked Estep 
Score: -24246502.000000 Penalty: 6009.421875
	Iteration 48Q: 3 clusters Score -2.42465e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 174615 members 
Entering Unmasked Estep 
Score: -24246996.000000 Penalty: 6009.421875
	Iteration 49Q: 3 clusters Score -2.4247e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 175697 members 
Entering Unmasked Estep 
Score: -24247476.000000 Penalty: 6009.421875
	Iteration 50Q: 3 clusters Score -2.424748e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 176644 members 
Entering Unmasked Estep 
Score: -24247834.000000 Penalty: 6009.421875
	Iteration 51Q: 3 clusters Score -2.424783e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 177444 members 
Entering Unmasked Estep 
Score: -24248128.000000 Penalty: 6009.421875
	Iteration 52Q: 3 clusters Score -2.424813e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 178113 members 
Entering Unmasked Estep 
Score: -24248348.000000 Penalty: 6009.421875
	Iteration 53Q: 3 clusters Score -2.424835e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 178654 members 
Entering Unmasked Estep 
Score: -24248512.000000 Penalty: 6009.421875
	Iteration 54Q: 3 clusters Score -2.424851e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 179119 members 
Entering Unmasked Estep 
Score: -24248726.000000 Penalty: 6009.421875
	Iteration 55Q: 3 clusters Score -2.424873e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -24248874.000000 Penalty: 6009.421875
	Iteration 56Q: 3 clusters Score -2.424887e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 179818 members 
Entering Unmasked Estep 
Score: -24248944.000000 Penalty: 6009.421875
	Iteration 57Q: 3 clusters Score -2.424894e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 180078 members 
Entering Unmasked Estep 
Score: -24249100.000000 Penalty: 6009.421875
	Iteration 58Q: 3 clusters Score -2.42491e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 180311 members 
Entering Unmasked Estep 
Score: -24249212.000000 Penalty: 6009.421875
	Iteration 59Q: 3 clusters Score -2.424921e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 180499 members 
Entering Unmasked Estep 
Score: -24249304.000000 Penalty: 6009.421875
	Iteration 60F: 3 clusters Score -2.42493e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 180687 members 
Entering Unmasked Estep 
Score: -24249370.000000 Penalty: 6009.421875
	Iteration 61Q: 3 clusters Score -2.424937e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 180809 members 
Entering Unmasked Estep 
Score: -24249432.000000 Penalty: 6009.421875
	Iteration 62Q: 3 clusters Score -2.424943e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 180920 members 
Entering Unmasked Estep 
Score: -24249448.000000 Penalty: 6009.421875
	Iteration 63Q: 3 clusters Score -2.424945e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 181014 members 
Entering Unmasked Estep 
Score: -24249498.000000 Penalty: 6009.421875
	Iteration 64Q: 3 clusters Score -2.42495e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 181088 members 
Entering Unmasked Estep 
Score: -24249486.000000 Penalty: 6009.421875
	Iteration 65Q: 3 clusters Score -2.424949e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 181149 members 
Entering Unmasked Estep 
Score: -24249568.000000 Penalty: 6009.421875
	Iteration 66Q: 3 clusters Score -2.424957e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 181198 members 
Entering Unmasked Estep 
Score: -24249604.000000 Penalty: 6009.421875
	Iteration 67Q: 3 clusters Score -2.42496e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 181235 members 
Entering Unmasked Estep 
Score: -24249624.000000 Penalty: 6009.421875
	Iteration 68Q: 3 clusters Score -2.424962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 181275 members 
Entering Unmasked Estep 
Score: -24249642.000000 Penalty: 6009.421875
	Iteration 69Q: 3 clusters Score -2.424964e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 181312 members 
Entering Unmasked Estep 
Score: -24249682.000000 Penalty: 6009.421875
	Iteration 70Q: 3 clusters Score -2.424968e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 181350 members 
Entering Unmasked Estep 
Score: -24249672.000000 Penalty: 6009.421875
	Iteration 71Q: 3 clusters Score -2.424967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 181371 members 
Entering Unmasked Estep 
Score: -24249694.000000 Penalty: 6009.421875
	Iteration 72Q: 3 clusters Score -2.424969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 181397 members 
Entering Unmasked Estep 
Score: -24249704.000000 Penalty: 6009.421875
	Iteration 73Q: 3 clusters Score -2.42497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 181414 members 
Entering Unmasked Estep 
Score: -24249712.000000 Penalty: 6009.421875
	Iteration 74Q: 3 clusters Score -2.424971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 181427 members 
Entering Unmasked Estep 
Score: -24249718.000000 Penalty: 6009.421875
	Iteration 75Q: 3 clusters Score -2.424972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 181448 members 
Entering Unmasked Estep 
Score: -24249724.000000 Penalty: 6009.421875
	Iteration 76Q: 3 clusters Score -2.424972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 181456 members 
Entering Unmasked Estep 
Score: -24249716.000000 Penalty: 6009.421875
	Iteration 77Q: 3 clusters Score -2.424972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 181466 members 
Entering Unmasked Estep 
Score: -24249718.000000 Penalty: 6009.421875
	Iteration 78Q: 3 clusters Score -2.424972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 181468 members 
Entering Unmasked Estep 
Score: -24249724.000000 Penalty: 6009.421875
	Iteration 79Q: 3 clusters Score -2.424972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 181475 members 
Entering Unmasked Estep 
Score: -24249740.000000 Penalty: 6009.421875
	Iteration 80F: 3 clusters Score -2.424974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 181488 members 
Entering Unmasked Estep 
Score: -24249768.000000 Penalty: 6009.421875
	Iteration 81Q: 3 clusters Score -2.424977e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 181505 members 
Entering Unmasked Estep 
Score: -24249768.000000 Penalty: 6009.421875
	Iteration 82Q: 3 clusters Score -2.424977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 181520 members 
Entering Unmasked Estep 
Score: -24249770.000000 Penalty: 6009.421875
	Iteration 83Q: 3 clusters Score -2.424977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 181529 members 
Entering Unmasked Estep 
Score: -24249776.000000 Penalty: 6009.421875
	Iteration 84Q: 3 clusters Score -2.424978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -24249792.000000 Penalty: 6009.421875
	Iteration 85Q: 3 clusters Score -2.424979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181555 members 
Entering Unmasked Estep 
Score: -24249836.000000 Penalty: 6009.421875
	Iteration 86Q: 3 clusters Score -2.424984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 181567 members 
Entering Unmasked Estep 
Score: -24249828.000000 Penalty: 6009.421875
	Iteration 87Q: 3 clusters Score -2.424983e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 181580 members 
Entering Unmasked Estep 
Score: -24249832.000000 Penalty: 6009.421875
	Iteration 88Q: 3 clusters Score -2.424983e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 181591 members 
Entering Unmasked Estep 
Score: -24249858.000000 Penalty: 6009.421875
	Iteration 89Q: 3 clusters Score -2.424986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 181602 members 
Entering Unmasked Estep 
Score: -24249844.000000 Penalty: 6009.421875
	Iteration 90Q: 3 clusters Score -2.424984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 181612 members 
Entering Unmasked Estep 
Score: -24249842.000000 Penalty: 6009.421875
	Iteration 91Q: 3 clusters Score -2.424984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 181617 members 
Entering Unmasked Estep 
Score: -24249848.000000 Penalty: 6009.421875
	Iteration 92Q: 3 clusters Score -2.424985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 181618 members 
Entering Unmasked Estep 
Score: -24249846.000000 Penalty: 6009.421875
	Iteration 93Q: 3 clusters Score -2.424985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 181619 members 
Entering Unmasked Estep 
Score: -24249838.000000 Penalty: 6009.421875
	Iteration 94Q: 3 clusters Score -2.424984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 181620 members 
Entering Unmasked Estep 
Score: -24249834.000000 Penalty: 6009.421875
	Iteration 95Q: 3 clusters Score -2.424983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 181618 members 
Entering Unmasked Estep 
Score: -24249836.000000 Penalty: 6009.421875
	Iteration 96Q: 3 clusters Score -2.424984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 181618 members 
Entering Unmasked Estep 
Score: -24249836.000000 Penalty: 6009.421875
	Iteration 97F: 3 clusters Score -2.424984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 19365 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216509 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189260 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3484 members 
Mstep: Class 11 contains 51853 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 53739 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 36431 members 
Mstep: Class 17 contains 67974 members 
Mstep: Class 18 contains 42756 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40924 members 
Mstep: Class 23 contains 21192 members 
Mstep: Class 24 contains 26649 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 28646 members 
Mstep: Class 29 contains 182731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250928.000000 Penalty: 99558.382812
Iteration 239Q: 30 clusters Score -1.332509e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8317 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 19355 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216555 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189245 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3484 members 
Mstep: Class 11 contains 51847 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53719 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6875 members 
Mstep: Class 16 contains 36396 members 
Mstep: Class 17 contains 67614 members 
Mstep: Class 18 contains 42941 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40944 members 
Mstep: Class 23 contains 21167 members 
Mstep: Class 24 contains 26640 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 28637 members 
Mstep: Class 29 contains 182849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250912.000000 Penalty: 99558.382812
Iteration 240F: 30 clusters Score -1.332509e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 9145 members 
Mstep: Class 4 contains 19342 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216605 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189234 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3486 members 
Mstep: Class 11 contains 51813 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 53693 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 36361 members 
Mstep: Class 17 contains 67239 members 
Mstep: Class 18 contains 43133 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 5833 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40958 members 
Mstep: Class 23 contains 21143 members 
Mstep: Class 24 contains 26624 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 28629 members 
Mstep: Class 29 contains 183021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250824.000000 Penalty: 99558.382812
Iteration 241Q: 30 clusters Score -1.332508e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 19332 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216663 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189218 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3488 members 
Mstep: Class 11 contains 51798 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53682 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 36322 members 
Mstep: Class 17 contains 66803 members 
Mstep: Class 18 contains 43342 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 5830 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40976 members 
Mstep: Class 23 contains 21124 members 
Mstep: Class 24 contains 26607 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 28614 members 
Mstep: Class 29 contains 183203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250944.000000 Penalty: 99558.382812
Iteration 242Q: 30 clusters Score -1.332509e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 9346 members 
Mstep: Class 4 contains 19321 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216700 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189218 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3488 members 
Mstep: Class 11 contains 51767 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 53669 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 36298 members 
Mstep: Class 17 contains 66336 members 
Mstep: Class 18 contains 43579 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 40995 members 
Mstep: Class 23 contains 21107 members 
Mstep: Class 24 contains 26586 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 28604 members 
Mstep: Class 29 contains 183403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133251312.000000 Penalty: 99558.382812
Iteration 243Q: 30 clusters Score -1.332513e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 19315 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216745 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189216 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 53665 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6923 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 65818 members 
Mstep: Class 18 contains 43807 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41017 members 
Mstep: Class 23 contains 21082 members 
Mstep: Class 24 contains 26566 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 28597 members 
Mstep: Class 29 contains 183600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133251256.000000 Penalty: 99558.382812
Iteration 244Q: 30 clusters Score -1.332513e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8320 members 
Mstep: Class 3 contains 9540 members 
Mstep: Class 4 contains 19313 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216760 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189206 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 51734 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 53652 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6943 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 65208 members 
Mstep: Class 18 contains 44079 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41037 members 
Mstep: Class 23 contains 21055 members 
Mstep: Class 24 contains 26549 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 28578 members 
Mstep: Class 29 contains 183898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133251080.000000 Penalty: 99558.382812
Iteration 245Q: 30 clusters Score -1.332511e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 9638 members 
Mstep: Class 4 contains 19311 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216750 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189199 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3494 members 
Mstep: Class 11 contains 51702 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 6971 members 
Mstep: Class 16 contains 36260 members 
Mstep: Class 17 contains 64543 members 
Mstep: Class 18 contains 44370 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41063 members 
Mstep: Class 23 contains 21026 members 
Mstep: Class 24 contains 26536 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 28571 members 
Mstep: Class 29 contains 184241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133251448.000000 Penalty: 99558.382812
Iteration 246Q: 30 clusters Score -1.332514e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 9729 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216798 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189198 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 51665 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7005 members 
Mstep: Class 16 contains 36254 members 
Mstep: Class 17 contains 63791 members 
Mstep: Class 18 contains 44712 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 5826 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41080 members 
Mstep: Class 23 contains 21017 members 
Mstep: Class 24 contains 26524 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 28566 members 
Mstep: Class 29 contains 184555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133251520.000000 Penalty: 99558.382812
Iteration 247Q: 30 clusters Score -1.332515e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 9814 members 
Mstep: Class 4 contains 19288 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216862 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189188 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 51613 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 53626 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7037 members 
Mstep: Class 16 contains 36247 members 
Mstep: Class 17 contains 62988 members 
Mstep: Class 18 contains 45129 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 5824 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41096 members 
Mstep: Class 23 contains 20998 members 
Mstep: Class 24 contains 26502 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 28560 members 
Mstep: Class 29 contains 184869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133251800.000000 Penalty: 99558.382812
Iteration 248Q: 30 clusters Score -1.332518e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 9921 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216959 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189154 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 51563 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53618 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 36249 members 
Mstep: Class 17 contains 62066 members 
Mstep: Class 18 contains 45620 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 5824 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41123 members 
Mstep: Class 23 contains 20983 members 
Mstep: Class 24 contains 26493 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 28548 members 
Mstep: Class 29 contains 185164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252088.000000 Penalty: 99558.382812
Iteration 249Q: 30 clusters Score -1.332521e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 10018 members 
Mstep: Class 4 contains 19275 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217075 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189131 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 51494 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53605 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7121 members 
Mstep: Class 16 contains 36240 members 
Mstep: Class 17 contains 60947 members 
Mstep: Class 18 contains 46211 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41139 members 
Mstep: Class 23 contains 20968 members 
Mstep: Class 24 contains 26474 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 28543 members 
Mstep: Class 29 contains 185574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252176.000000 Penalty: 99558.382812
Iteration 250Q: 30 clusters Score -1.332522e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8320 members 
Mstep: Class 3 contains 10121 members 
Mstep: Class 4 contains 19270 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217171 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189096 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 3500 members 
Mstep: Class 11 contains 51390 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53612 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7171 members 
Mstep: Class 16 contains 36240 members 
Mstep: Class 17 contains 59695 members 
Mstep: Class 18 contains 46936 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41158 members 
Mstep: Class 23 contains 20973 members 
Mstep: Class 24 contains 26464 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 28525 members 
Mstep: Class 29 contains 185988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133253016.000000 Penalty: 99558.382812
Iteration 251Q: 30 clusters Score -1.33253e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 10209 members 
Mstep: Class 4 contains 19248 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217254 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189071 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 3502 members 
Mstep: Class 11 contains 51284 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 53604 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7233 members 
Mstep: Class 16 contains 36242 members 
Mstep: Class 17 contains 58295 members 
Mstep: Class 18 contains 47707 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 5822 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41177 members 
Mstep: Class 23 contains 20965 members 
Mstep: Class 24 contains 26473 members 
Mstep: Class 25 contains 2079 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 28505 members 
Mstep: Class 29 contains 186545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133253120.000000 Penalty: 99558.382812
Iteration 252Q: 30 clusters Score -1.332531e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8320 members 
Mstep: Class 3 contains 10301 members 
Mstep: Class 4 contains 19236 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217308 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 189005 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 51188 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 53590 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7307 members 
Mstep: Class 16 contains 36227 members 
Mstep: Class 17 contains 56847 members 
Mstep: Class 18 contains 48532 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 5821 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41208 members 
Mstep: Class 23 contains 20958 members 
Mstep: Class 24 contains 26475 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 28474 members 
Mstep: Class 29 contains 187163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133253656.000000 Penalty: 99558.382812
Iteration 253Q: 30 clusters Score -1.332537e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 10391 members 
Mstep: Class 4 contains 19224 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217362 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188946 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3505 members 
Mstep: Class 11 contains 51083 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 53573 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7383 members 
Mstep: Class 16 contains 36222 members 
Mstep: Class 17 contains 55419 members 
Mstep: Class 18 contains 49387 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 5821 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41239 members 
Mstep: Class 23 contains 20940 members 
Mstep: Class 24 contains 26477 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 28446 members 
Mstep: Class 29 contains 187741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133254184.000000 Penalty: 99558.382812
Iteration 254Q: 30 clusters Score -1.332542e+08 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 10487 members 
Mstep: Class 4 contains 19218 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217364 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188873 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 50980 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 53554 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7459 members 
Mstep: Class 16 contains 36201 members 
Mstep: Class 17 contains 54038 members 
Mstep: Class 18 contains 50266 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 5822 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41266 members 
Mstep: Class 23 contains 20915 members 
Mstep: Class 24 contains 26485 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 28413 members 
Mstep: Class 29 contains 188322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133254768.000000 Penalty: 99558.382812
Iteration 255Q: 30 clusters Score -1.332548e+08 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 10570 members 
Mstep: Class 4 contains 19208 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217349 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188797 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 11 contains 50839 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 53541 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 36151 members 
Mstep: Class 17 contains 52711 members 
Mstep: Class 18 contains 51181 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41293 members 
Mstep: Class 23 contains 20885 members 
Mstep: Class 24 contains 26476 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 28391 members 
Mstep: Class 29 contains 188921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133255816.000000 Penalty: 99558.382812
Iteration 256Q: 30 clusters Score -1.332558e+08 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 10667 members 
Mstep: Class 4 contains 19202 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217303 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188739 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 3517 members 
Mstep: Class 11 contains 50706 members 
Mstep: Class 12 contains 2084 members 
Mstep: Class 13 contains 53557 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7621 members 
Mstep: Class 16 contains 36113 members 
Mstep: Class 17 contains 51410 members 
Mstep: Class 18 contains 52077 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 5817 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41332 members 
Mstep: Class 23 contains 20869 members 
Mstep: Class 24 contains 26475 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 28349 members 
Mstep: Class 29 contains 189443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133256272.000000 Penalty: 99558.382812
Iteration 257Q: 30 clusters Score -1.332563e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 10765 members 
Mstep: Class 4 contains 19186 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217244 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188682 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 50622 members 
Mstep: Class 12 contains 2082 members 
Mstep: Class 13 contains 53585 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7716 members 
Mstep: Class 16 contains 36086 members 
Mstep: Class 17 contains 50265 members 
Mstep: Class 18 contains 52857 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 5815 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41362 members 
Mstep: Class 23 contains 20842 members 
Mstep: Class 24 contains 26465 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 189905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257024.000000 Penalty: 99558.382812
Iteration 258Q: 30 clusters Score -1.33257e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 10855 members 
Mstep: Class 4 contains 19160 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 217106 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188605 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 50541 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 53600 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7816 members 
Mstep: Class 16 contains 36080 members 
Mstep: Class 17 contains 49255 members 
Mstep: Class 18 contains 53526 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41409 members 
Mstep: Class 23 contains 20819 members 
Mstep: Class 24 contains 26461 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 28226 members 
Mstep: Class 29 contains 190423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257000.000000 Penalty: 99558.382812
Iteration 259Q: 30 clusters Score -1.33257e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8300 members 
Mstep: Class 3 contains 10951 members 
Mstep: Class 4 contains 19148 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216952 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188508 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 3536 members 
Mstep: Class 11 contains 50486 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 53627 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 36058 members 
Mstep: Class 17 contains 48396 members 
Mstep: Class 18 contains 54104 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41446 members 
Mstep: Class 23 contains 20784 members 
Mstep: Class 24 contains 26459 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 28160 members 
Mstep: Class 29 contains 190888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257504.000000 Penalty: 99558.382812
Iteration 260F: 30 clusters Score -1.332575e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8300 members 
Mstep: Class 3 contains 11067 members 
Mstep: Class 4 contains 19128 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216877 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188410 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 50403 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 53662 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 36039 members 
Mstep: Class 17 contains 47661 members 
Mstep: Class 18 contains 54586 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 5802 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41475 members 
Mstep: Class 23 contains 20762 members 
Mstep: Class 24 contains 26466 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 28093 members 
Mstep: Class 29 contains 191241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257568.000000 Penalty: 99558.382812
Iteration 261Q: 30 clusters Score -1.332576e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8297 members 
Mstep: Class 3 contains 11183 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216799 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188317 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 3540 members 
Mstep: Class 11 contains 50326 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 53678 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8089 members 
Mstep: Class 16 contains 36039 members 
Mstep: Class 17 contains 47093 members 
Mstep: Class 18 contains 54968 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 5799 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41529 members 
Mstep: Class 23 contains 20763 members 
Mstep: Class 24 contains 26453 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 28011 members 
Mstep: Class 29 contains 191520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257688.000000 Penalty: 99558.382812
Iteration 262Q: 30 clusters Score -1.332577e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8300 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 19109 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216778 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188223 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 11 contains 50296 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 53665 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8176 members 
Mstep: Class 16 contains 36018 members 
Mstep: Class 17 contains 46587 members 
Mstep: Class 18 contains 55230 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41569 members 
Mstep: Class 23 contains 20754 members 
Mstep: Class 24 contains 26440 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 27945 members 
Mstep: Class 29 contains 191779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258048.000000 Penalty: 99558.382812
Iteration 263Q: 30 clusters Score -1.33258e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 11450 members 
Mstep: Class 4 contains 19101 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216775 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188142 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3550 members 
Mstep: Class 11 contains 50271 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 53641 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 36006 members 
Mstep: Class 17 contains 46167 members 
Mstep: Class 18 contains 55417 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41589 members 
Mstep: Class 23 contains 20748 members 
Mstep: Class 24 contains 26429 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 27885 members 
Mstep: Class 29 contains 192004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258184.000000 Penalty: 99558.382812
Iteration 264Q: 30 clusters Score -1.332582e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8304 members 
Mstep: Class 3 contains 11582 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 216726 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188079 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 50243 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 53643 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 35982 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 55554 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 5788 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41621 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 26413 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 27828 members 
Mstep: Class 29 contains 192208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258208.000000 Penalty: 99558.382812
Iteration 265Q: 30 clusters Score -1.332582e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8298 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 216679 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188037 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 3567 members 
Mstep: Class 11 contains 50207 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 53664 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8391 members 
Mstep: Class 16 contains 35981 members 
Mstep: Class 17 contains 45603 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41648 members 
Mstep: Class 23 contains 20729 members 
Mstep: Class 24 contains 26401 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 27788 members 
Mstep: Class 29 contains 192318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258280.000000 Penalty: 99558.382812
Iteration 266Q: 30 clusters Score -1.332583e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8293 members 
Mstep: Class 3 contains 11826 members 
Mstep: Class 4 contains 19051 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216668 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 188005 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 50187 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 53693 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 35974 members 
Mstep: Class 17 contains 45381 members 
Mstep: Class 18 contains 55706 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 5776 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41681 members 
Mstep: Class 23 contains 20716 members 
Mstep: Class 24 contains 26394 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 27747 members 
Mstep: Class 29 contains 192416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258624.000000 Penalty: 99558.382812
Iteration 267Q: 30 clusters Score -1.332586e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8289 members 
Mstep: Class 3 contains 11942 members 
Mstep: Class 4 contains 19039 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216693 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187973 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 50172 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 53712 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8493 members 
Mstep: Class 16 contains 35979 members 
Mstep: Class 17 contains 45204 members 
Mstep: Class 18 contains 55739 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 5775 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41716 members 
Mstep: Class 23 contains 20699 members 
Mstep: Class 24 contains 26385 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 27700 members 
Mstep: Class 29 contains 192440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258696.000000 Penalty: 99558.382812
Iteration 268Q: 30 clusters Score -1.332587e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8285 members 
Mstep: Class 3 contains 12063 members 
Mstep: Class 4 contains 19024 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216718 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187941 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3587 members 
Mstep: Class 11 contains 50172 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 53729 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8530 members 
Mstep: Class 16 contains 35987 members 
Mstep: Class 17 contains 45036 members 
Mstep: Class 18 contains 55760 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 5771 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41752 members 
Mstep: Class 23 contains 20690 members 
Mstep: Class 24 contains 26381 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 27661 members 
Mstep: Class 29 contains 192439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258656.000000 Penalty: 99558.382812
Iteration 269Q: 30 clusters Score -1.332587e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8281 members 
Mstep: Class 3 contains 12160 members 
Mstep: Class 4 contains 19007 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216724 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187915 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3595 members 
Mstep: Class 11 contains 50160 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 53751 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8549 members 
Mstep: Class 16 contains 35990 members 
Mstep: Class 17 contains 44903 members 
Mstep: Class 18 contains 55780 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5768 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41778 members 
Mstep: Class 23 contains 20682 members 
Mstep: Class 24 contains 26380 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 27628 members 
Mstep: Class 29 contains 192471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258608.000000 Penalty: 99558.382812
Iteration 270Q: 30 clusters Score -1.332586e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8278 members 
Mstep: Class 3 contains 12254 members 
Mstep: Class 4 contains 19002 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216731 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187893 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 3597 members 
Mstep: Class 11 contains 50145 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53771 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8573 members 
Mstep: Class 16 contains 35986 members 
Mstep: Class 17 contains 44789 members 
Mstep: Class 18 contains 55792 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5762 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41791 members 
Mstep: Class 23 contains 20681 members 
Mstep: Class 24 contains 26374 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 27598 members 
Mstep: Class 29 contains 192499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258968.000000 Penalty: 99558.382812
Iteration 271Q: 30 clusters Score -1.33259e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 18998 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216680 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187874 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3599 members 
Mstep: Class 11 contains 50123 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 53781 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8589 members 
Mstep: Class 16 contains 35980 members 
Mstep: Class 17 contains 44695 members 
Mstep: Class 18 contains 55814 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5754 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41811 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 26364 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 27569 members 
Mstep: Class 29 contains 192577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133259000.000000 Penalty: 99558.382812
Iteration 272Q: 30 clusters Score -1.33259e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8272 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 18991 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216667 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187847 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 50114 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 53789 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8606 members 
Mstep: Class 16 contains 35985 members 
Mstep: Class 17 contains 44619 members 
Mstep: Class 18 contains 55826 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41819 members 
Mstep: Class 23 contains 20667 members 
Mstep: Class 24 contains 26349 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 27545 members 
Mstep: Class 29 contains 192615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258880.000000 Penalty: 99558.382812
Iteration 273Q: 30 clusters Score -1.332589e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8267 members 
Mstep: Class 3 contains 12548 members 
Mstep: Class 4 contains 18994 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216628 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187825 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3606 members 
Mstep: Class 11 contains 50111 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 53800 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8625 members 
Mstep: Class 16 contains 35977 members 
Mstep: Class 17 contains 44558 members 
Mstep: Class 18 contains 55830 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41834 members 
Mstep: Class 23 contains 20663 members 
Mstep: Class 24 contains 26333 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 27526 members 
Mstep: Class 29 contains 192658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258624.000000 Penalty: 99558.382812
Iteration 274Q: 30 clusters Score -1.332586e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 12664 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216598 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187803 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 50112 members 
Mstep: Class 12 contains 2066 members 
Mstep: Class 13 contains 53801 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8634 members 
Mstep: Class 16 contains 35980 members 
Mstep: Class 17 contains 44510 members 
Mstep: Class 18 contains 55838 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41847 members 
Mstep: Class 23 contains 20667 members 
Mstep: Class 24 contains 26315 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 27513 members 
Mstep: Class 29 contains 192648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258824.000000 Penalty: 99558.382812
Iteration 275Q: 30 clusters Score -1.332588e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 12770 members 
Mstep: Class 4 contains 18976 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216550 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187790 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 50109 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 53806 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8641 members 
Mstep: Class 16 contains 35991 members 
Mstep: Class 17 contains 44471 members 
Mstep: Class 18 contains 55835 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41866 members 
Mstep: Class 23 contains 20666 members 
Mstep: Class 24 contains 26311 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 27487 members 
Mstep: Class 29 contains 192652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258944.000000 Penalty: 99558.382812
Iteration 276Q: 30 clusters Score -1.332589e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 18975 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216524 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187780 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 50098 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 53815 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8650 members 
Mstep: Class 16 contains 36004 members 
Mstep: Class 17 contains 44429 members 
Mstep: Class 18 contains 55832 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41881 members 
Mstep: Class 23 contains 20663 members 
Mstep: Class 24 contains 26304 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 27467 members 
Mstep: Class 29 contains 192643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133259072.000000 Penalty: 99558.382812
Iteration 277Q: 30 clusters Score -1.332591e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 4 contains 18981 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216521 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 11 contains 50085 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 53825 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8661 members 
Mstep: Class 16 contains 36008 members 
Mstep: Class 17 contains 44394 members 
Mstep: Class 18 contains 55817 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41893 members 
Mstep: Class 23 contains 20658 members 
Mstep: Class 24 contains 26299 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 27442 members 
Mstep: Class 29 contains 192611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258984.000000 Penalty: 99558.382812
Iteration 278Q: 30 clusters Score -1.33259e+08 nChanged 580
Entering ConstructFrom: 
Score: -133258984.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -90968.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90968.4 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 420 members 
Entering Unmasked Estep 
Score: -89192.867188 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -89192.87 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89687.140625 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89687.14 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90066.843750 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -90066.84 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90583.851562 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -90583.85 nChanged 45
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: -90908.390625 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -90908.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91182.343750 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -91182.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91385.023438 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -91385.02 nChanged 13
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: -91485.171875 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -91485.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91641.648438 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -91641.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91794.312500 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -91794.31 nChanged 7
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: -91871.476562 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -91871.48 nChanged 4
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: -91936.375000 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -91936.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92007.828125 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -92007.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92108.484375 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -92108.48 nChanged 1
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: -92120.265625 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -92120.27 nChanged 0
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: -92120.265625 Penalty: 3330.228516
	Iteration 15F: 3 clusters Score -92120.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 13016 members 
Mstep: Class 4 contains 18981 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216516 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 50079 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 53823 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8670 members 
Mstep: Class 16 contains 36022 members 
Mstep: Class 17 contains 44359 members 
Mstep: Class 18 contains 55807 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41913 members 
Mstep: Class 23 contains 20655 members 
Mstep: Class 24 contains 26292 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 27422 members 
Mstep: Class 29 contains 192591 members 
Mstep: Class 30 contains 417 members 
Entering Unmasked Estep 
Score: -133258264.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133258984.000000 to -133258264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -1052983.750000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -1052984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1046379.500000 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -1046380 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1048245.562500 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -1048246 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1048501.312500 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -1048501 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1048690.750000 Penalty: 4473.573242
	Iteration 3Q: 3 clusters Score -1048691 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1048877.875000 Penalty: 4473.573242
	Iteration 4Q: 3 clusters Score -1048878 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1049116.250000 Penalty: 4473.573242
	Iteration 5Q: 3 clusters Score -1049116 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1049383.875000 Penalty: 4473.573242
	Iteration 6Q: 3 clusters Score -1049384 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1049635.500000 Penalty: 4473.573242
	Iteration 7Q: 3 clusters Score -1049636 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1049881.375000 Penalty: 4473.573242
	Iteration 8Q: 3 clusters Score -1049881 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1050134.250000 Penalty: 4473.573242
	Iteration 9Q: 3 clusters Score -1050134 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1050415.625000 Penalty: 4473.573242
	Iteration 10Q: 3 clusters Score -1050416 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1050683.250000 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -1050683 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1050943.500000 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -1050944 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1051171.500000 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -1051172 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1051351.125000 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -1051351 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1051482.375000 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -1051482 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1051581.875000 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -1051582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1051652.875000 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -1051653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1051686.000000 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -1051686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1051706.625000 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -1051707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1051720.875000 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -1051721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1051728.750000 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -1051729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1051729.250000 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -1051729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1051736.625000 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -1051737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1051740.125000 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -1051740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1051741.875000 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -1051742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1051743.125000 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -1051743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1051744.875000 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -1051745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1051748.500000 Penalty: 4473.573242
	Iteration 28Q: 3 clusters Score -1051748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1051751.375000 Penalty: 4473.573242
	Iteration 29Q: 3 clusters Score -1051751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1051754.625000 Penalty: 4473.573242
	Iteration 30Q: 3 clusters Score -1051755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1051756.875000 Penalty: 4473.573242
	Iteration 31Q: 3 clusters Score -1051757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1051758.875000 Penalty: 4473.573242
	Iteration 32Q: 3 clusters Score -1051759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1051763.500000 Penalty: 4473.573242
	Iteration 33Q: 3 clusters Score -1051764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1051761.125000 Penalty: 4473.573242
	Iteration 34Q: 3 clusters Score -1051761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1051761.125000 Penalty: 4473.573242
	Iteration 35F: 3 clusters Score -1051761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Entering Unmasked Estep 
Score: -1766075.500000 Penalty: 2349.535645
	Iteration 0F: 2 clusters Score -1766076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1756371.125000 Penalty: 4699.071289
	Iteration 0F: 3 clusters Score -1756371 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1759363.375000 Penalty: 4699.071289
	Iteration 1F: 3 clusters Score -1759363 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1759681.375000 Penalty: 4699.071289
	Iteration 2F: 3 clusters Score -1759681 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1759898.250000 Penalty: 4699.071289
	Iteration 3Q: 3 clusters Score -1759898 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1760064.750000 Penalty: 4699.071289
	Iteration 4Q: 3 clusters Score -1760065 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1760202.250000 Penalty: 4699.071289
	Iteration 5Q: 3 clusters Score -1760202 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1760354.000000 Penalty: 4699.071289
	Iteration 6Q: 3 clusters Score -1760354 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1760532.000000 Penalty: 4699.071289
	Iteration 7Q: 3 clusters Score -1760532 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1760709.375000 Penalty: 4699.071289
	Iteration 8Q: 3 clusters Score -1760709 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1760949.000000 Penalty: 4699.071289
	Iteration 9Q: 3 clusters Score -1760949 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1761183.125000 Penalty: 4699.071289
	Iteration 10Q: 3 clusters Score -1761183 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1761426.000000 Penalty: 4699.071289
	Iteration 11Q: 3 clusters Score -1761426 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1761719.375000 Penalty: 4699.071289
	Iteration 12Q: 3 clusters Score -1761719 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1762004.250000 Penalty: 4699.071289
	Iteration 13Q: 3 clusters Score -1762004 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1762281.875000 Penalty: 4699.071289
	Iteration 14Q: 3 clusters Score -1762282 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1762487.500000 Penalty: 4699.071289
	Iteration 15Q: 3 clusters Score -1762488 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1762652.125000 Penalty: 4699.071289
	Iteration 16Q: 3 clusters Score -1762652 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1762843.375000 Penalty: 4699.071289
	Iteration 17Q: 3 clusters Score -1762843 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1763008.625000 Penalty: 4699.071289
	Iteration 18Q: 3 clusters Score -1763009 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1763169.000000 Penalty: 4699.071289
	Iteration 19Q: 3 clusters Score -1763169 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1763283.250000 Penalty: 4699.071289
	Iteration 20F: 3 clusters Score -1763283 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1763373.000000 Penalty: 4699.071289
	Iteration 21Q: 3 clusters Score -1763373 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1763442.250000 Penalty: 4699.071289
	Iteration 22Q: 3 clusters Score -1763442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1763518.500000 Penalty: 4699.071289
	Iteration 23Q: 3 clusters Score -1763518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1763575.500000 Penalty: 4699.071289
	Iteration 24Q: 3 clusters Score -1763576 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1763645.000000 Penalty: 4699.071289
	Iteration 25Q: 3 clusters Score -1763645 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1763695.125000 Penalty: 4699.071289
	Iteration 26Q: 3 clusters Score -1763695 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1763737.625000 Penalty: 4699.071289
	Iteration 27Q: 3 clusters Score -1763738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1763761.000000 Penalty: 4699.071289
	Iteration 28Q: 3 clusters Score -1763761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1763794.000000 Penalty: 4699.071289
	Iteration 29Q: 3 clusters Score -1763794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1763818.375000 Penalty: 4699.071289
	Iteration 30Q: 3 clusters Score -1763818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1763846.000000 Penalty: 4699.071289
	Iteration 31Q: 3 clusters Score -1763846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1763876.000000 Penalty: 4699.071289
	Iteration 32Q: 3 clusters Score -1763876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1763898.375000 Penalty: 4699.071289
	Iteration 33Q: 3 clusters Score -1763898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1763927.000000 Penalty: 4699.071289
	Iteration 34Q: 3 clusters Score -1763927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1763944.000000 Penalty: 4699.071289
	Iteration 35Q: 3 clusters Score -1763944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1763957.500000 Penalty: 4699.071289
	Iteration 36Q: 3 clusters Score -1763958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1763966.375000 Penalty: 4699.071289
	Iteration 37Q: 3 clusters Score -1763966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1763974.250000 Penalty: 4699.071289
	Iteration 38Q: 3 clusters Score -1763974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1763981.375000 Penalty: 4699.071289
	Iteration 39Q: 3 clusters Score -1763981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1763986.125000 Penalty: 4699.071289
	Iteration 40F: 3 clusters Score -1763986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1763987.375000 Penalty: 4699.071289
	Iteration 41Q: 3 clusters Score -1763987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1763989.250000 Penalty: 4699.071289
	Iteration 42Q: 3 clusters Score -1763989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1763988.750000 Penalty: 4699.071289
	Iteration 43Q: 3 clusters Score -1763989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1763988.000000 Penalty: 4699.071289
	Iteration 44Q: 3 clusters Score -1763988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1763991.500000 Penalty: 4699.071289
	Iteration 45Q: 3 clusters Score -1763992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1763990.625000 Penalty: 4699.071289
	Iteration 46Q: 3 clusters Score -1763991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1763991.000000 Penalty: 4699.071289
	Iteration 47Q: 3 clusters Score -1763991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1763995.750000 Penalty: 4699.071289
	Iteration 48Q: 3 clusters Score -1763996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1763994.750000 Penalty: 4699.071289
	Iteration 49Q: 3 clusters Score -1763995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1763996.875000 Penalty: 4699.071289
	Iteration 50Q: 3 clusters Score -1763997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1763998.625000 Penalty: 4699.071289
	Iteration 51Q: 3 clusters Score -1763999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1764002.000000 Penalty: 4699.071289
	Iteration 52Q: 3 clusters Score -1764002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1763998.375000 Penalty: 4699.071289
	Iteration 53Q: 3 clusters Score -1763998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1764004.250000 Penalty: 4699.071289
	Iteration 54Q: 3 clusters Score -1764004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1764004.625000 Penalty: 4699.071289
	Iteration 55Q: 3 clusters Score -1764005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1764004.625000 Penalty: 4699.071289
	Iteration 56F: 3 clusters Score -1764005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Entering Unmasked Estep 
Score: -2559579.750000 Penalty: 2443.095947
	Iteration 0F: 2 clusters Score -2559580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2546083.250000 Penalty: 4886.191895
	Iteration 0F: 3 clusters Score -2546083 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2550352.000000 Penalty: 4886.191895
	Iteration 1F: 3 clusters Score -2550352 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2550796.250000 Penalty: 4886.191895
	Iteration 2F: 3 clusters Score -2550796 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2551184.750000 Penalty: 4886.191895
	Iteration 3Q: 3 clusters Score -2551185 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2551531.000000 Penalty: 4886.191895
	Iteration 4Q: 3 clusters Score -2551531 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2551874.750000 Penalty: 4886.191895
	Iteration 5Q: 3 clusters Score -2551875 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2552164.750000 Penalty: 4886.191895
	Iteration 6Q: 3 clusters Score -2552165 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2552422.000000 Penalty: 4886.191895
	Iteration 7Q: 3 clusters Score -2552422 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2552640.250000 Penalty: 4886.191895
	Iteration 8Q: 3 clusters Score -2552640 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2552860.750000 Penalty: 4886.191895
	Iteration 9Q: 3 clusters Score -2552861 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2553094.750000 Penalty: 4886.191895
	Iteration 10Q: 3 clusters Score -2553095 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2553339.250000 Penalty: 4886.191895
	Iteration 11Q: 3 clusters Score -2553339 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2553623.500000 Penalty: 4886.191895
	Iteration 12Q: 3 clusters Score -2553624 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2553956.500000 Penalty: 4886.191895
	Iteration 13Q: 3 clusters Score -2553956 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2554324.000000 Penalty: 4886.191895
	Iteration 14Q: 3 clusters Score -2554324 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2554645.000000 Penalty: 4886.191895
	Iteration 15Q: 3 clusters Score -2554645 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2554949.750000 Penalty: 4886.191895
	Iteration 16Q: 3 clusters Score -2554950 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2555184.250000 Penalty: 4886.191895
	Iteration 17Q: 3 clusters Score -2555184 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2555342.500000 Penalty: 4886.191895
	Iteration 18Q: 3 clusters Score -2555342 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2555511.250000 Penalty: 4886.191895
	Iteration 19Q: 3 clusters Score -2555511 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2555685.000000 Penalty: 4886.191895
	Iteration 20F: 3 clusters Score -2555685 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2555856.750000 Penalty: 4886.191895
	Iteration 21Q: 3 clusters Score -2555857 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2555991.750000 Penalty: 4886.191895
	Iteration 22Q: 3 clusters Score -2555992 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2556129.750000 Penalty: 4886.191895
	Iteration 23Q: 3 clusters Score -2556130 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2556257.750000 Penalty: 4886.191895
	Iteration 24Q: 3 clusters Score -2556258 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2556369.000000 Penalty: 4886.191895
	Iteration 25Q: 3 clusters Score -2556369 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2556472.250000 Penalty: 4886.191895
	Iteration 26Q: 3 clusters Score -2556472 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2556563.500000 Penalty: 4886.191895
	Iteration 27Q: 3 clusters Score -2556564 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2556636.500000 Penalty: 4886.191895
	Iteration 28Q: 3 clusters Score -2556636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2556716.250000 Penalty: 4886.191895
	Iteration 29Q: 3 clusters Score -2556716 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2556796.000000 Penalty: 4886.191895
	Iteration 30Q: 3 clusters Score -2556796 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2556865.750000 Penalty: 4886.191895
	Iteration 31Q: 3 clusters Score -2556866 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2556928.250000 Penalty: 4886.191895
	Iteration 32Q: 3 clusters Score -2556928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2556988.000000 Penalty: 4886.191895
	Iteration 33Q: 3 clusters Score -2556988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2557049.750000 Penalty: 4886.191895
	Iteration 34Q: 3 clusters Score -2557050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2557105.750000 Penalty: 4886.191895
	Iteration 35Q: 3 clusters Score -2557106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2557159.500000 Penalty: 4886.191895
	Iteration 36Q: 3 clusters Score -2557160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2557200.000000 Penalty: 4886.191895
	Iteration 37Q: 3 clusters Score -2557200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2557221.250000 Penalty: 4886.191895
	Iteration 38Q: 3 clusters Score -2557221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2557263.000000 Penalty: 4886.191895
	Iteration 39Q: 3 clusters Score -2557263 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2557299.250000 Penalty: 4886.191895
	Iteration 40F: 3 clusters Score -2557299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2557328.750000 Penalty: 4886.191895
	Iteration 41Q: 3 clusters Score -2557329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2557361.750000 Penalty: 4886.191895
	Iteration 42Q: 3 clusters Score -2557362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2557389.250000 Penalty: 4886.191895
	Iteration 43Q: 3 clusters Score -2557389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2557406.000000 Penalty: 4886.191895
	Iteration 44Q: 3 clusters Score -2557406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2557416.250000 Penalty: 4886.191895
	Iteration 45Q: 3 clusters Score -2557416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2557422.750000 Penalty: 4886.191895
	Iteration 46Q: 3 clusters Score -2557423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2557436.000000 Penalty: 4886.191895
	Iteration 47Q: 3 clusters Score -2557436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2557432.000000 Penalty: 4886.191895
	Iteration 48Q: 3 clusters Score -2557432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2557439.250000 Penalty: 4886.191895
	Iteration 49Q: 3 clusters Score -2557439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2557444.750000 Penalty: 4886.191895
	Iteration 50Q: 3 clusters Score -2557445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2557446.500000 Penalty: 4886.191895
	Iteration 51Q: 3 clusters Score -2557446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2557448.250000 Penalty: 4886.191895
	Iteration 52Q: 3 clusters Score -2557448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2557455.750000 Penalty: 4886.191895
	Iteration 53Q: 3 clusters Score -2557456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2557455.000000 Penalty: 4886.191895
	Iteration 54Q: 3 clusters Score -2557455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2557460.000000 Penalty: 4886.191895
	Iteration 55Q: 3 clusters Score -2557460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2557462.000000 Penalty: 4886.191895
	Iteration 56Q: 3 clusters Score -2557462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2557472.500000 Penalty: 4886.191895
	Iteration 57Q: 3 clusters Score -2557472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2557478.750000 Penalty: 4886.191895
	Iteration 58Q: 3 clusters Score -2557479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2557480.000000 Penalty: 4886.191895
	Iteration 59Q: 3 clusters Score -2557480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2557480.000000 Penalty: 4886.191895
	Iteration 60F: 3 clusters Score -2557480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -24013.107422 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -24013.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22942.896484 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -22942.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23066.611328 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -23066.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23107.802734 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -23107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23150.531250 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -23150.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23178.041016 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -23178.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23198.675781 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -23198.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23222.578125 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -23222.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23243.603516 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -23243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23245.808594 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -23245.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23245.808594 Penalty: 2734.660645
	Iteration 9F: 3 clusters Score -23245.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216516 members 
Entering Unmasked Estep 
Score: -28725938.000000 Penalty: 3046.783936
	Iteration 0F: 2 clusters Score -2.872594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108232 members 
Mstep: Class 2 contains 108284 members 
Entering Unmasked Estep 
Score: -28589976.000000 Penalty: 6093.567871
	Iteration 0F: 3 clusters Score -2.858998e+07 nChanged 104332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 109142 members 
Entering Unmasked Estep 
Score: -28651250.000000 Penalty: 6093.567871
	Iteration 1F: 3 clusters Score -2.865125e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106679 members 
Mstep: Class 2 contains 109837 members 
Entering Unmasked Estep 
Score: -28652028.000000 Penalty: 6093.567871
	Iteration 2Q: 3 clusters Score -2.865203e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105560 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -28652944.000000 Penalty: 6093.567871
	Iteration 3Q: 3 clusters Score -2.865294e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 112666 members 
Entering Unmasked Estep 
Score: -28654300.000000 Penalty: 6093.567871
	Iteration 4Q: 3 clusters Score -2.86543e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 115420 members 
Entering Unmasked Estep 
Score: -28656150.000000 Penalty: 6093.567871
	Iteration 5Q: 3 clusters Score -2.865615e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 119545 members 
Entering Unmasked Estep 
Score: -28659164.000000 Penalty: 6093.567871
	Iteration 6Q: 3 clusters Score -2.865916e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -28663878.000000 Penalty: 6093.567871
	Iteration 7Q: 3 clusters Score -2.866388e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 132679 members 
Entering Unmasked Estep 
Score: -28671708.000000 Penalty: 6093.567871
	Iteration 8Q: 3 clusters Score -2.867171e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 141148 members 
Entering Unmasked Estep 
Score: -28682278.000000 Penalty: 6093.567871
	Iteration 9F: 3 clusters Score -2.868228e+07 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -28693778.000000 Penalty: 6093.567871
	Iteration 10F: 3 clusters Score -2.869378e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -28701754.000000 Penalty: 6093.567871
	Iteration 11F: 3 clusters Score -2.870175e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 158573 members 
Entering Unmasked Estep 
Score: -28705688.000000 Penalty: 6093.567871
	Iteration 12Q: 3 clusters Score -2.870569e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 162525 members 
Entering Unmasked Estep 
Score: -28707790.000000 Penalty: 6093.567871
	Iteration 13Q: 3 clusters Score -2.870779e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -28709428.000000 Penalty: 6093.567871
	Iteration 14Q: 3 clusters Score -2.870943e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 170443 members 
Entering Unmasked Estep 
Score: -28710786.000000 Penalty: 6093.567871
	Iteration 15Q: 3 clusters Score -2.871079e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -28711842.000000 Penalty: 6093.567871
	Iteration 16Q: 3 clusters Score -2.871184e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -28713142.000000 Penalty: 6093.567871
	Iteration 17Q: 3 clusters Score -2.871314e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 183110 members 
Entering Unmasked Estep 
Score: -28714310.000000 Penalty: 6093.567871
	Iteration 18Q: 3 clusters Score -2.871431e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 187109 members 
Entering Unmasked Estep 
Score: -28715528.000000 Penalty: 6093.567871
	Iteration 19Q: 3 clusters Score -2.871553e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 190819 members 
Entering Unmasked Estep 
Score: -28716696.000000 Penalty: 6093.567871
	Iteration 20F: 3 clusters Score -2.87167e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 194238 members 
Entering Unmasked Estep 
Score: -28717610.000000 Penalty: 6093.567871
	Iteration 21Q: 3 clusters Score -2.871761e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 197447 members 
Entering Unmasked Estep 
Score: -28718450.000000 Penalty: 6093.567871
	Iteration 22Q: 3 clusters Score -2.871845e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 200159 members 
Entering Unmasked Estep 
Score: -28719094.000000 Penalty: 6093.567871
	Iteration 23Q: 3 clusters Score -2.871909e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 202487 members 
Entering Unmasked Estep 
Score: -28719692.000000 Penalty: 6093.567871
	Iteration 24Q: 3 clusters Score -2.871969e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 204458 members 
Entering Unmasked Estep 
Score: -28720246.000000 Penalty: 6093.567871
	Iteration 25Q: 3 clusters Score -2.872025e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 206103 members 
Entering Unmasked Estep 
Score: -28720786.000000 Penalty: 6093.567871
	Iteration 26Q: 3 clusters Score -2.872079e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 207507 members 
Entering Unmasked Estep 
Score: -28721154.000000 Penalty: 6093.567871
	Iteration 27Q: 3 clusters Score -2.872115e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 208653 members 
Entering Unmasked Estep 
Score: -28721492.000000 Penalty: 6093.567871
	Iteration 28Q: 3 clusters Score -2.872149e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 209623 members 
Entering Unmasked Estep 
Score: -28721684.000000 Penalty: 6093.567871
	Iteration 29Q: 3 clusters Score -2.872168e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 210456 members 
Entering Unmasked Estep 
Score: -28721966.000000 Penalty: 6093.567871
	Iteration 30Q: 3 clusters Score -2.872197e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 211149 members 
Entering Unmasked Estep 
Score: -28722136.000000 Penalty: 6093.567871
	Iteration 31Q: 3 clusters Score -2.872214e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 211697 members 
Entering Unmasked Estep 
Score: -28722230.000000 Penalty: 6093.567871
	Iteration 32Q: 3 clusters Score -2.872223e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 212150 members 
Entering Unmasked Estep 
Score: -28722406.000000 Penalty: 6093.567871
	Iteration 33Q: 3 clusters Score -2.872241e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 212573 members 
Entering Unmasked Estep 
Score: -28722570.000000 Penalty: 6093.567871
	Iteration 34Q: 3 clusters Score -2.872257e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 212925 members 
Entering Unmasked Estep 
Score: -28722706.000000 Penalty: 6093.567871
	Iteration 35Q: 3 clusters Score -2.872271e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 213221 members 
Entering Unmasked Estep 
Score: -28722800.000000 Penalty: 6093.567871
	Iteration 36Q: 3 clusters Score -2.87228e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 213471 members 
Entering Unmasked Estep 
Score: -28722842.000000 Penalty: 6093.567871
	Iteration 37Q: 3 clusters Score -2.872284e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 213687 members 
Entering Unmasked Estep 
Score: -28722854.000000 Penalty: 6093.567871
	Iteration 38Q: 3 clusters Score -2.872285e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 213887 members 
Entering Unmasked Estep 
Score: -28722930.000000 Penalty: 6093.567871
	Iteration 39Q: 3 clusters Score -2.872293e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 214035 members 
Entering Unmasked Estep 
Score: -28722954.000000 Penalty: 6093.567871
	Iteration 40F: 3 clusters Score -2.872295e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 214149 members 
Entering Unmasked Estep 
Score: -28723032.000000 Penalty: 6093.567871
	Iteration 41Q: 3 clusters Score -2.872303e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 214243 members 
Entering Unmasked Estep 
Score: -28723028.000000 Penalty: 6093.567871
	Iteration 42Q: 3 clusters Score -2.872303e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 214327 members 
Entering Unmasked Estep 
Score: -28723034.000000 Penalty: 6093.567871
	Iteration 43Q: 3 clusters Score -2.872303e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 214397 members 
Entering Unmasked Estep 
Score: -28723050.000000 Penalty: 6093.567871
	Iteration 44Q: 3 clusters Score -2.872305e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 214461 members 
Entering Unmasked Estep 
Score: -28723056.000000 Penalty: 6093.567871
	Iteration 45Q: 3 clusters Score -2.872306e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 214507 members 
Entering Unmasked Estep 
Score: -28723048.000000 Penalty: 6093.567871
	Iteration 46Q: 3 clusters Score -2.872305e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 214540 members 
Entering Unmasked Estep 
Score: -28723048.000000 Penalty: 6093.567871
	Iteration 47Q: 3 clusters Score -2.872305e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 214576 members 
Entering Unmasked Estep 
Score: -28723062.000000 Penalty: 6093.567871
	Iteration 48Q: 3 clusters Score -2.872306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 214604 members 
Entering Unmasked Estep 
Score: -28723104.000000 Penalty: 6093.567871
	Iteration 49Q: 3 clusters Score -2.87231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 214629 members 
Entering Unmasked Estep 
Score: -28723100.000000 Penalty: 6093.567871
	Iteration 50Q: 3 clusters Score -2.87231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 214657 members 
Entering Unmasked Estep 
Score: -28723134.000000 Penalty: 6093.567871
	Iteration 51Q: 3 clusters Score -2.872313e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 214688 members 
Entering Unmasked Estep 
Score: -28723132.000000 Penalty: 6093.567871
	Iteration 52Q: 3 clusters Score -2.872313e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 214718 members 
Entering Unmasked Estep 
Score: -28723146.000000 Penalty: 6093.567871
	Iteration 53Q: 3 clusters Score -2.872315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 214735 members 
Entering Unmasked Estep 
Score: -28723138.000000 Penalty: 6093.567871
	Iteration 54Q: 3 clusters Score -2.872314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 214749 members 
Entering Unmasked Estep 
Score: -28723158.000000 Penalty: 6093.567871
	Iteration 55Q: 3 clusters Score -2.872316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 214763 members 
Entering Unmasked Estep 
Score: -28723168.000000 Penalty: 6093.567871
	Iteration 56Q: 3 clusters Score -2.872317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 214773 members 
Entering Unmasked Estep 
Score: -28723162.000000 Penalty: 6093.567871
	Iteration 57Q: 3 clusters Score -2.872316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 214783 members 
Entering Unmasked Estep 
Score: -28723198.000000 Penalty: 6093.567871
	Iteration 58Q: 3 clusters Score -2.87232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 214790 members 
Entering Unmasked Estep 
Score: -28723222.000000 Penalty: 6093.567871
	Iteration 59Q: 3 clusters Score -2.872322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 214797 members 
Entering Unmasked Estep 
Score: -28723182.000000 Penalty: 6093.567871
	Iteration 60F: 3 clusters Score -2.872318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 214809 members 
Entering Unmasked Estep 
Score: -28723182.000000 Penalty: 6093.567871
	Iteration 61Q: 3 clusters Score -2.872318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 214818 members 
Entering Unmasked Estep 
Score: -28723188.000000 Penalty: 6093.567871
	Iteration 62Q: 3 clusters Score -2.872319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 214823 members 
Entering Unmasked Estep 
Score: -28723198.000000 Penalty: 6093.567871
	Iteration 63Q: 3 clusters Score -2.87232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 214828 members 
Entering Unmasked Estep 
Score: -28723210.000000 Penalty: 6093.567871
	Iteration 64Q: 3 clusters Score -2.872321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 214834 members 
Entering Unmasked Estep 
Score: -28723214.000000 Penalty: 6093.567871
	Iteration 65Q: 3 clusters Score -2.872321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 214838 members 
Entering Unmasked Estep 
Score: -28723234.000000 Penalty: 6093.567871
	Iteration 66Q: 3 clusters Score -2.872323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 214840 members 
Entering Unmasked Estep 
Score: -28723244.000000 Penalty: 6093.567871
	Iteration 67Q: 3 clusters Score -2.872324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 214842 members 
Entering Unmasked Estep 
Score: -28723238.000000 Penalty: 6093.567871
	Iteration 68Q: 3 clusters Score -2.872324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 214845 members 
Entering Unmasked Estep 
Score: -28723244.000000 Penalty: 6093.567871
	Iteration 69Q: 3 clusters Score -2.872324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 214844 members 
Entering Unmasked Estep 
Score: -28723238.000000 Penalty: 6093.567871
	Iteration 70Q: 3 clusters Score -2.872324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 214845 members 
Entering Unmasked Estep 
Score: -28723234.000000 Penalty: 6093.567871
	Iteration 71Q: 3 clusters Score -2.872323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 214848 members 
Entering Unmasked Estep 
Score: -28723240.000000 Penalty: 6093.567871
	Iteration 72Q: 3 clusters Score -2.872324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 214850 members 
Entering Unmasked Estep 
Score: -28723240.000000 Penalty: 6093.567871
	Iteration 73Q: 3 clusters Score -2.872324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 214849 members 
Entering Unmasked Estep 
Score: -28723242.000000 Penalty: 6093.567871
	Iteration 74Q: 3 clusters Score -2.872324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 214849 members 
Entering Unmasked Estep 
Score: -28723242.000000 Penalty: 6093.567871
	Iteration 75F: 3 clusters Score -2.872324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57910.273438 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57910.27 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58353.511719 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58353.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58522.687500 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58522.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58628.816406 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -58628.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58713.285156 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -58713.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58805.640625 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -58805.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58848.906250 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -58848.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58883.632812 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -58883.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58926.496094 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -58926.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58944.027344 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -58944.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58972.343750 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -58972.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -58995.464844 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -58995.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59009.714844 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -59009.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59014.695312 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -59014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59020.859375 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -59020.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59024.691406 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -59024.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59028.253906 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -59028.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59032.097656 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -59032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59032.410156 Penalty: 3150.039307
	Iteration 18F: 3 clusters Score -59032.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59037.019531 Penalty: 3150.039307
	Iteration 19Q: 3 clusters Score -59037.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59039.832031 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -59039.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59041.148438 Penalty: 3150.039307
	Iteration 21Q: 3 clusters Score -59041.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59041.148438 Penalty: 3150.039307
	Iteration 22F: 3 clusters Score -59041.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (187771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187771 members 
Entering Unmasked Estep 
Score: -24831768.000000 Penalty: 3011.458740
	Iteration 0F: 2 clusters Score -2.483177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 93923 members 
Entering Unmasked Estep 
Score: -24723100.000000 Penalty: 6022.917480
	Iteration 0F: 3 clusters Score -2.47231e+07 nChanged 89879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 94210 members 
Entering Unmasked Estep 
Score: -24774852.000000 Penalty: 6022.917480
	Iteration 1F: 3 clusters Score -2.477485e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -24775598.000000 Penalty: 6022.917480
	Iteration 2Q: 3 clusters Score -2.47756e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -24776282.000000 Penalty: 6022.917480
	Iteration 3Q: 3 clusters Score -2.477628e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -24777168.000000 Penalty: 6022.917480
	Iteration 4Q: 3 clusters Score -2.477717e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -24777792.000000 Penalty: 6022.917480
	Iteration 5Q: 3 clusters Score -2.477779e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 97659 members 
Entering Unmasked Estep 
Score: -24778964.000000 Penalty: 6022.917480
	Iteration 6Q: 3 clusters Score -2.477896e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -24780590.000000 Penalty: 6022.917480
	Iteration 7Q: 3 clusters Score -2.478059e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 102702 members 
Entering Unmasked Estep 
Score: -24783090.000000 Penalty: 6022.917480
	Iteration 8Q: 3 clusters Score -2.478309e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -24787456.000000 Penalty: 6022.917480
	Iteration 9Q: 3 clusters Score -2.478746e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 111175 members 
Entering Unmasked Estep 
Score: -24793974.000000 Penalty: 6022.917480
	Iteration 10F: 3 clusters Score -2.479397e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -24802640.000000 Penalty: 6022.917480
	Iteration 11F: 3 clusters Score -2.480264e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -24810092.000000 Penalty: 6022.917480
	Iteration 12F: 3 clusters Score -2.481009e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 119971 members 
Entering Unmasked Estep 
Score: -24813716.000000 Penalty: 6022.917480
	Iteration 13Q: 3 clusters Score -2.481372e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -24814822.000000 Penalty: 6022.917480
	Iteration 14Q: 3 clusters Score -2.481482e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 122569 members 
Entering Unmasked Estep 
Score: -24815322.000000 Penalty: 6022.917480
	Iteration 15Q: 3 clusters Score -2.481532e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 123879 members 
Entering Unmasked Estep 
Score: -24815582.000000 Penalty: 6022.917480
	Iteration 16Q: 3 clusters Score -2.481558e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -24816042.000000 Penalty: 6022.917480
	Iteration 17Q: 3 clusters Score -2.481604e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 126367 members 
Entering Unmasked Estep 
Score: -24816420.000000 Penalty: 6022.917480
	Iteration 18Q: 3 clusters Score -2.481642e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -24816930.000000 Penalty: 6022.917480
	Iteration 19Q: 3 clusters Score -2.481693e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 128932 members 
Entering Unmasked Estep 
Score: -24817482.000000 Penalty: 6022.917480
	Iteration 20F: 3 clusters Score -2.481748e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 130215 members 
Entering Unmasked Estep 
Score: -24817842.000000 Penalty: 6022.917480
	Iteration 21Q: 3 clusters Score -2.481784e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -24818176.000000 Penalty: 6022.917480
	Iteration 22Q: 3 clusters Score -2.481818e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 132670 members 
Entering Unmasked Estep 
Score: -24818556.000000 Penalty: 6022.917480
	Iteration 23Q: 3 clusters Score -2.481856e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 133825 members 
Entering Unmasked Estep 
Score: -24818814.000000 Penalty: 6022.917480
	Iteration 24Q: 3 clusters Score -2.481881e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 134998 members 
Entering Unmasked Estep 
Score: -24819024.000000 Penalty: 6022.917480
	Iteration 25Q: 3 clusters Score -2.481902e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 136186 members 
Entering Unmasked Estep 
Score: -24819450.000000 Penalty: 6022.917480
	Iteration 26Q: 3 clusters Score -2.481945e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 137398 members 
Entering Unmasked Estep 
Score: -24819824.000000 Penalty: 6022.917480
	Iteration 27Q: 3 clusters Score -2.481982e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 138641 members 
Entering Unmasked Estep 
Score: -24820290.000000 Penalty: 6022.917480
	Iteration 28Q: 3 clusters Score -2.482029e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 139914 members 
Entering Unmasked Estep 
Score: -24820794.000000 Penalty: 6022.917480
	Iteration 29Q: 3 clusters Score -2.482079e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 141267 members 
Entering Unmasked Estep 
Score: -24821302.000000 Penalty: 6022.917480
	Iteration 30Q: 3 clusters Score -2.48213e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 142602 members 
Entering Unmasked Estep 
Score: -24821842.000000 Penalty: 6022.917480
	Iteration 31Q: 3 clusters Score -2.482184e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 143911 members 
Entering Unmasked Estep 
Score: -24822422.000000 Penalty: 6022.917480
	Iteration 32Q: 3 clusters Score -2.482242e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 145232 members 
Entering Unmasked Estep 
Score: -24823156.000000 Penalty: 6022.917480
	Iteration 33Q: 3 clusters Score -2.482316e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 146575 members 
Entering Unmasked Estep 
Score: -24823784.000000 Penalty: 6022.917480
	Iteration 34Q: 3 clusters Score -2.482378e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 147878 members 
Entering Unmasked Estep 
Score: -24824326.000000 Penalty: 6022.917480
	Iteration 35Q: 3 clusters Score -2.482433e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 149194 members 
Entering Unmasked Estep 
Score: -24824918.000000 Penalty: 6022.917480
	Iteration 36Q: 3 clusters Score -2.482492e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 150516 members 
Entering Unmasked Estep 
Score: -24825638.000000 Penalty: 6022.917480
	Iteration 37Q: 3 clusters Score -2.482564e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 151888 members 
Entering Unmasked Estep 
Score: -24826538.000000 Penalty: 6022.917480
	Iteration 38Q: 3 clusters Score -2.482654e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 153300 members 
Entering Unmasked Estep 
Score: -24827364.000000 Penalty: 6022.917480
	Iteration 39Q: 3 clusters Score -2.482736e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -24828212.000000 Penalty: 6022.917480
	Iteration 40F: 3 clusters Score -2.482821e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 156246 members 
Entering Unmasked Estep 
Score: -24828874.000000 Penalty: 6022.917480
	Iteration 41Q: 3 clusters Score -2.482887e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 157728 members 
Entering Unmasked Estep 
Score: -24829548.000000 Penalty: 6022.917480
	Iteration 42Q: 3 clusters Score -2.482955e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -24830086.000000 Penalty: 6022.917480
	Iteration 43Q: 3 clusters Score -2.483009e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 160861 members 
Entering Unmasked Estep 
Score: -24830776.000000 Penalty: 6022.917480
	Iteration 44Q: 3 clusters Score -2.483078e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 162386 members 
Entering Unmasked Estep 
Score: -24831264.000000 Penalty: 6022.917480
	Iteration 45Q: 3 clusters Score -2.483126e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 163910 members 
Entering Unmasked Estep 
Score: -24831600.000000 Penalty: 6022.917480
	Iteration 46Q: 3 clusters Score -2.48316e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -24831946.000000 Penalty: 6022.917480
	Iteration 47Q: 3 clusters Score -2.483195e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 166923 members 
Entering Unmasked Estep 
Score: -24832172.000000 Penalty: 6022.917480
	Iteration 48Q: 3 clusters Score -2.483217e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 168308 members 
Entering Unmasked Estep 
Score: -24832270.000000 Penalty: 6022.917480
	Iteration 49Q: 3 clusters Score -2.483227e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 169611 members 
Entering Unmasked Estep 
Score: -24832230.000000 Penalty: 6022.917480
	Iteration 50Q: 3 clusters Score -2.483223e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 170830 members 
Entering Unmasked Estep 
Score: -24832322.000000 Penalty: 6022.917480
	Iteration 51Q: 3 clusters Score -2.483232e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 171980 members 
Entering Unmasked Estep 
Score: -24832362.000000 Penalty: 6022.917480
	Iteration 52Q: 3 clusters Score -2.483236e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 173056 members 
Entering Unmasked Estep 
Score: -24832468.000000 Penalty: 6022.917480
	Iteration 53Q: 3 clusters Score -2.483247e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -24832460.000000 Penalty: 6022.917480
	Iteration 54Q: 3 clusters Score -2.483246e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 175063 members 
Entering Unmasked Estep 
Score: -24832384.000000 Penalty: 6022.917480
	Iteration 55Q: 3 clusters Score -2.483238e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 175955 members 
Entering Unmasked Estep 
Score: -24832366.000000 Penalty: 6022.917480
	Iteration 56Q: 3 clusters Score -2.483237e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 176764 members 
Entering Unmasked Estep 
Score: -24832290.000000 Penalty: 6022.917480
	Iteration 57Q: 3 clusters Score -2.483229e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 177467 members 
Entering Unmasked Estep 
Score: -24832154.000000 Penalty: 6022.917480
	Iteration 58Q: 3 clusters Score -2.483215e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 178114 members 
Entering Unmasked Estep 
Score: -24832026.000000 Penalty: 6022.917480
	Iteration 59Q: 3 clusters Score -2.483203e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 178713 members 
Entering Unmasked Estep 
Score: -24831924.000000 Penalty: 6022.917480
	Iteration 60F: 3 clusters Score -2.483192e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 179267 members 
Entering Unmasked Estep 
Score: -24831808.000000 Penalty: 6022.917480
	Iteration 61Q: 3 clusters Score -2.483181e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 179794 members 
Entering Unmasked Estep 
Score: -24831822.000000 Penalty: 6022.917480
	Iteration 62Q: 3 clusters Score -2.483182e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 180263 members 
Entering Unmasked Estep 
Score: -24831730.000000 Penalty: 6022.917480
	Iteration 63Q: 3 clusters Score -2.483173e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 180674 members 
Entering Unmasked Estep 
Score: -24831690.000000 Penalty: 6022.917480
	Iteration 64Q: 3 clusters Score -2.483169e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -24831660.000000 Penalty: 6022.917480
	Iteration 65Q: 3 clusters Score -2.483166e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 181377 members 
Entering Unmasked Estep 
Score: -24831600.000000 Penalty: 6022.917480
	Iteration 66Q: 3 clusters Score -2.48316e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 181697 members 
Entering Unmasked Estep 
Score: -24831558.000000 Penalty: 6022.917480
	Iteration 67Q: 3 clusters Score -2.483156e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 181996 members 
Entering Unmasked Estep 
Score: -24831482.000000 Penalty: 6022.917480
	Iteration 68Q: 3 clusters Score -2.483148e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 182257 members 
Entering Unmasked Estep 
Score: -24831462.000000 Penalty: 6022.917480
	Iteration 69Q: 3 clusters Score -2.483146e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 182485 members 
Entering Unmasked Estep 
Score: -24831476.000000 Penalty: 6022.917480
	Iteration 70Q: 3 clusters Score -2.483148e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 182676 members 
Entering Unmasked Estep 
Score: -24831462.000000 Penalty: 6022.917480
	Iteration 71Q: 3 clusters Score -2.483146e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 182836 members 
Entering Unmasked Estep 
Score: -24831380.000000 Penalty: 6022.917480
	Iteration 72Q: 3 clusters Score -2.483138e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 183004 members 
Entering Unmasked Estep 
Score: -24831374.000000 Penalty: 6022.917480
	Iteration 73Q: 3 clusters Score -2.483137e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 183155 members 
Entering Unmasked Estep 
Score: -24831352.000000 Penalty: 6022.917480
	Iteration 74Q: 3 clusters Score -2.483135e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 183304 members 
Entering Unmasked Estep 
Score: -24831358.000000 Penalty: 6022.917480
	Iteration 75Q: 3 clusters Score -2.483136e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 183440 members 
Entering Unmasked Estep 
Score: -24831402.000000 Penalty: 6022.917480
	Iteration 76Q: 3 clusters Score -2.48314e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 183550 members 
Entering Unmasked Estep 
Score: -24831398.000000 Penalty: 6022.917480
	Iteration 77Q: 3 clusters Score -2.48314e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 183651 members 
Entering Unmasked Estep 
Score: -24831394.000000 Penalty: 6022.917480
	Iteration 78Q: 3 clusters Score -2.483139e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 183748 members 
Entering Unmasked Estep 
Score: -24831420.000000 Penalty: 6022.917480
	Iteration 79Q: 3 clusters Score -2.483142e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 183838 members 
Entering Unmasked Estep 
Score: -24831356.000000 Penalty: 6022.917480
	Iteration 80F: 3 clusters Score -2.483136e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 183900 members 
Entering Unmasked Estep 
Score: -24831368.000000 Penalty: 6022.917480
	Iteration 81Q: 3 clusters Score -2.483137e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 183954 members 
Entering Unmasked Estep 
Score: -24831324.000000 Penalty: 6022.917480
	Iteration 82Q: 3 clusters Score -2.483132e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 184007 members 
Entering Unmasked Estep 
Score: -24831280.000000 Penalty: 6022.917480
	Iteration 83Q: 3 clusters Score -2.483128e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 184061 members 
Entering Unmasked Estep 
Score: -24831282.000000 Penalty: 6022.917480
	Iteration 84Q: 3 clusters Score -2.483128e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 184106 members 
Entering Unmasked Estep 
Score: -24831268.000000 Penalty: 6022.917480
	Iteration 85Q: 3 clusters Score -2.483127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 184147 members 
Entering Unmasked Estep 
Score: -24831276.000000 Penalty: 6022.917480
	Iteration 86Q: 3 clusters Score -2.483128e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 184181 members 
Entering Unmasked Estep 
Score: -24831268.000000 Penalty: 6022.917480
	Iteration 87Q: 3 clusters Score -2.483127e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 184210 members 
Entering Unmasked Estep 
Score: -24831244.000000 Penalty: 6022.917480
	Iteration 88Q: 3 clusters Score -2.483124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 184250 members 
Entering Unmasked Estep 
Score: -24831240.000000 Penalty: 6022.917480
	Iteration 89Q: 3 clusters Score -2.483124e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 184280 members 
Entering Unmasked Estep 
Score: -24831240.000000 Penalty: 6022.917480
	Iteration 90Q: 3 clusters Score -2.483124e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 184311 members 
Entering Unmasked Estep 
Score: -24831242.000000 Penalty: 6022.917480
	Iteration 91Q: 3 clusters Score -2.483124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 184336 members 
Entering Unmasked Estep 
Score: -24831232.000000 Penalty: 6022.917480
	Iteration 92Q: 3 clusters Score -2.483123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 184358 members 
Entering Unmasked Estep 
Score: -24831228.000000 Penalty: 6022.917480
	Iteration 93Q: 3 clusters Score -2.483123e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 184386 members 
Entering Unmasked Estep 
Score: -24831226.000000 Penalty: 6022.917480
	Iteration 94Q: 3 clusters Score -2.483123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 184417 members 
Entering Unmasked Estep 
Score: -24831240.000000 Penalty: 6022.917480
	Iteration 95Q: 3 clusters Score -2.483124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 184444 members 
Entering Unmasked Estep 
Score: -24831216.000000 Penalty: 6022.917480
	Iteration 96Q: 3 clusters Score -2.483122e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 184472 members 
Entering Unmasked Estep 
Score: -24831216.000000 Penalty: 6022.917480
	Iteration 97Q: 3 clusters Score -2.483122e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 184504 members 
Entering Unmasked Estep 
Score: -24831238.000000 Penalty: 6022.917480
	Iteration 98Q: 3 clusters Score -2.483124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 184530 members 
Entering Unmasked Estep 
Score: -24831250.000000 Penalty: 6022.917480
	Iteration 99Q: 3 clusters Score -2.483125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 184565 members 
Entering Unmasked Estep 
Score: -24831246.000000 Penalty: 6022.917480
	Iteration 100F: 3 clusters Score -2.483125e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 184595 members 
Entering Unmasked Estep 
Score: -24831244.000000 Penalty: 6022.917480
	Iteration 101Q: 3 clusters Score -2.483124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 184621 members 
Entering Unmasked Estep 
Score: -24831254.000000 Penalty: 6022.917480
	Iteration 102Q: 3 clusters Score -2.483125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 184643 members 
Entering Unmasked Estep 
Score: -24831244.000000 Penalty: 6022.917480
	Iteration 103Q: 3 clusters Score -2.483124e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 184673 members 
Entering Unmasked Estep 
Score: -24831206.000000 Penalty: 6022.917480
	Iteration 104Q: 3 clusters Score -2.483121e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 184694 members 
Entering Unmasked Estep 
Score: -24831194.000000 Penalty: 6022.917480
	Iteration 105Q: 3 clusters Score -2.483119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 184716 members 
Entering Unmasked Estep 
Score: -24831178.000000 Penalty: 6022.917480
	Iteration 106Q: 3 clusters Score -2.483118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 184740 members 
Entering Unmasked Estep 
Score: -24831190.000000 Penalty: 6022.917480
	Iteration 107Q: 3 clusters Score -2.483119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 184759 members 
Entering Unmasked Estep 
Score: -24831166.000000 Penalty: 6022.917480
	Iteration 108Q: 3 clusters Score -2.483117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 184776 members 
Entering Unmasked Estep 
Score: -24831160.000000 Penalty: 6022.917480
	Iteration 109Q: 3 clusters Score -2.483116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 184790 members 
Entering Unmasked Estep 
Score: -24831150.000000 Penalty: 6022.917480
	Iteration 110Q: 3 clusters Score -2.483115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 184802 members 
Entering Unmasked Estep 
Score: -24831162.000000 Penalty: 6022.917480
	Iteration 111Q: 3 clusters Score -2.483116e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 184820 members 
Entering Unmasked Estep 
Score: -24831164.000000 Penalty: 6022.917480
	Iteration 112Q: 3 clusters Score -2.483116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 184838 members 
Entering Unmasked Estep 
Score: -24831174.000000 Penalty: 6022.917480
	Iteration 113Q: 3 clusters Score -2.483117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 184858 members 
Entering Unmasked Estep 
Score: -24831172.000000 Penalty: 6022.917480
	Iteration 114Q: 3 clusters Score -2.483117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 184878 members 
Entering Unmasked Estep 
Score: -24831202.000000 Penalty: 6022.917480
	Iteration 115Q: 3 clusters Score -2.48312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 184895 members 
Entering Unmasked Estep 
Score: -24831210.000000 Penalty: 6022.917480
	Iteration 116Q: 3 clusters Score -2.483121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 184907 members 
Entering Unmasked Estep 
Score: -24831208.000000 Penalty: 6022.917480
	Iteration 117Q: 3 clusters Score -2.483121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 184913 members 
Entering Unmasked Estep 
Score: -24831208.000000 Penalty: 6022.917480
	Iteration 118Q: 3 clusters Score -2.483121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 184915 members 
Entering Unmasked Estep 
Score: -24831210.000000 Penalty: 6022.917480
	Iteration 119Q: 3 clusters Score -2.483121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 184917 members 
Entering Unmasked Estep 
Score: -24831208.000000 Penalty: 6022.917480
	Iteration 120F: 3 clusters Score -2.483121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 184918 members 
Entering Unmasked Estep 
Score: -24831212.000000 Penalty: 6022.917480
	Iteration 121Q: 3 clusters Score -2.483121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 184919 members 
Entering Unmasked Estep 
Score: -24831212.000000 Penalty: 6022.917480
	Iteration 122Q: 3 clusters Score -2.483121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 184921 members 
Entering Unmasked Estep 
Score: -24831204.000000 Penalty: 6022.917480
	Iteration 123Q: 3 clusters Score -2.48312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 184926 members 
Entering Unmasked Estep 
Score: -24831204.000000 Penalty: 6022.917480
	Iteration 124Q: 3 clusters Score -2.48312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 184929 members 
Entering Unmasked Estep 
Score: -24831202.000000 Penalty: 6022.917480
	Iteration 125Q: 3 clusters Score -2.48312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 184933 members 
Entering Unmasked Estep 
Score: -24831194.000000 Penalty: 6022.917480
	Iteration 126Q: 3 clusters Score -2.483119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -24831192.000000 Penalty: 6022.917480
	Iteration 127Q: 3 clusters Score -2.483119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 184944 members 
Entering Unmasked Estep 
Score: -24831192.000000 Penalty: 6022.917480
	Iteration 128Q: 3 clusters Score -2.483119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 184950 members 
Entering Unmasked Estep 
Score: -24831186.000000 Penalty: 6022.917480
	Iteration 129Q: 3 clusters Score -2.483119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 184955 members 
Entering Unmasked Estep 
Score: -24831180.000000 Penalty: 6022.917480
	Iteration 130Q: 3 clusters Score -2.483118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 184967 members 
Entering Unmasked Estep 
Score: -24831184.000000 Penalty: 6022.917480
	Iteration 131Q: 3 clusters Score -2.483118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 184981 members 
Entering Unmasked Estep 
Score: -24831176.000000 Penalty: 6022.917480
	Iteration 132Q: 3 clusters Score -2.483118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 184991 members 
Entering Unmasked Estep 
Score: -24831178.000000 Penalty: 6022.917480
	Iteration 133Q: 3 clusters Score -2.483118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 184996 members 
Entering Unmasked Estep 
Score: -24831180.000000 Penalty: 6022.917480
	Iteration 134Q: 3 clusters Score -2.483118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 185003 members 
Entering Unmasked Estep 
Score: -24831188.000000 Penalty: 6022.917480
	Iteration 135Q: 3 clusters Score -2.483119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 185011 members 
Entering Unmasked Estep 
Score: -24831194.000000 Penalty: 6022.917480
	Iteration 136Q: 3 clusters Score -2.483119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 185026 members 
Entering Unmasked Estep 
Score: -24831190.000000 Penalty: 6022.917480
	Iteration 137Q: 3 clusters Score -2.483119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 185038 members 
Entering Unmasked Estep 
Score: -24831186.000000 Penalty: 6022.917480
	Iteration 138Q: 3 clusters Score -2.483119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 185044 members 
Entering Unmasked Estep 
Score: -24831182.000000 Penalty: 6022.917480
	Iteration 139Q: 3 clusters Score -2.483118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 185051 members 
Entering Unmasked Estep 
Score: -24831182.000000 Penalty: 6022.917480
	Iteration 140F: 3 clusters Score -2.483118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 185058 members 
Entering Unmasked Estep 
Score: -24831198.000000 Penalty: 6022.917480
	Iteration 141Q: 3 clusters Score -2.48312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 185065 members 
Entering Unmasked Estep 
Score: -24831186.000000 Penalty: 6022.917480
	Iteration 142Q: 3 clusters Score -2.483119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 185073 members 
Entering Unmasked Estep 
Score: -24831176.000000 Penalty: 6022.917480
	Iteration 143Q: 3 clusters Score -2.483118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 185081 members 
Entering Unmasked Estep 
Score: -24831184.000000 Penalty: 6022.917480
	Iteration 144Q: 3 clusters Score -2.483118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 185089 members 
Entering Unmasked Estep 
Score: -24831168.000000 Penalty: 6022.917480
	Iteration 145Q: 3 clusters Score -2.483117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 185098 members 
Entering Unmasked Estep 
Score: -24831162.000000 Penalty: 6022.917480
	Iteration 146Q: 3 clusters Score -2.483116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 185106 members 
Entering Unmasked Estep 
Score: -24831174.000000 Penalty: 6022.917480
	Iteration 147Q: 3 clusters Score -2.483117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 185114 members 
Entering Unmasked Estep 
Score: -24831178.000000 Penalty: 6022.917480
	Iteration 148Q: 3 clusters Score -2.483118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 185121 members 
Entering Unmasked Estep 
Score: -24831190.000000 Penalty: 6022.917480
	Iteration 149Q: 3 clusters Score -2.483119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 185123 members 
Entering Unmasked Estep 
Score: -24831180.000000 Penalty: 6022.917480
	Iteration 150Q: 3 clusters Score -2.483118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 185124 members 
Entering Unmasked Estep 
Score: -24831186.000000 Penalty: 6022.917480
	Iteration 151Q: 3 clusters Score -2.483119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 185125 members 
Entering Unmasked Estep 
Score: -24831190.000000 Penalty: 6022.917480
	Iteration 152Q: 3 clusters Score -2.483119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 185125 members 
Entering Unmasked Estep 
Score: -24831190.000000 Penalty: 6022.917480
	Iteration 153F: 3 clusters Score -2.483119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -376281.812500 Penalty: 2009.666626
	Iteration 0F: 2 clusters Score -376281.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -372804.500000 Penalty: 4019.333252
	Iteration 0F: 3 clusters Score -372804.5 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -373533.718750 Penalty: 4019.333252
	Iteration 1F: 3 clusters Score -373533.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -373721.500000 Penalty: 4019.333252
	Iteration 2F: 3 clusters Score -373721.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -373839.687500 Penalty: 4019.333252
	Iteration 3F: 3 clusters Score -373839.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -373912.562500 Penalty: 4019.333252
	Iteration 4Q: 3 clusters Score -373912.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -373960.625000 Penalty: 4019.333252
	Iteration 5Q: 3 clusters Score -373960.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -374006.375000 Penalty: 4019.333252
	Iteration 6Q: 3 clusters Score -374006.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -374040.843750 Penalty: 4019.333252
	Iteration 7Q: 3 clusters Score -374040.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -374070.937500 Penalty: 4019.333252
	Iteration 8Q: 3 clusters Score -374070.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -374102.593750 Penalty: 4019.333252
	Iteration 9Q: 3 clusters Score -374102.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -374124.000000 Penalty: 4019.333252
	Iteration 10Q: 3 clusters Score -374124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -374139.375000 Penalty: 4019.333252
	Iteration 11Q: 3 clusters Score -374139.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -374152.437500 Penalty: 4019.333252
	Iteration 12Q: 3 clusters Score -374152.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -374169.812500 Penalty: 4019.333252
	Iteration 13Q: 3 clusters Score -374169.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -374186.656250 Penalty: 4019.333252
	Iteration 14Q: 3 clusters Score -374186.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -374205.406250 Penalty: 4019.333252
	Iteration 15Q: 3 clusters Score -374205.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -374220.375000 Penalty: 4019.333252
	Iteration 16Q: 3 clusters Score -374220.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -374230.875000 Penalty: 4019.333252
	Iteration 17Q: 3 clusters Score -374230.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -374243.781250 Penalty: 4019.333252
	Iteration 18Q: 3 clusters Score -374243.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -374252.625000 Penalty: 4019.333252
	Iteration 19Q: 3 clusters Score -374252.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -374259.343750 Penalty: 4019.333252
	Iteration 20F: 3 clusters Score -374259.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -374265.812500 Penalty: 4019.333252
	Iteration 21Q: 3 clusters Score -374265.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -374271.312500 Penalty: 4019.333252
	Iteration 22Q: 3 clusters Score -374271.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -374274.375000 Penalty: 4019.333252
	Iteration 23Q: 3 clusters Score -374274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -374277.000000 Penalty: 4019.333252
	Iteration 24Q: 3 clusters Score -374277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -374278.218750 Penalty: 4019.333252
	Iteration 25Q: 3 clusters Score -374278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -374279.937500 Penalty: 4019.333252
	Iteration 26Q: 3 clusters Score -374279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -374282.406250 Penalty: 4019.333252
	Iteration 27Q: 3 clusters Score -374282.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -374290.062500 Penalty: 4019.333252
	Iteration 28Q: 3 clusters Score -374290.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -374299.406250 Penalty: 4019.333252
	Iteration 29Q: 3 clusters Score -374299.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -374310.250000 Penalty: 4019.333252
	Iteration 30Q: 3 clusters Score -374310.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -374325.125000 Penalty: 4019.333252
	Iteration 31Q: 3 clusters Score -374325.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -374346.000000 Penalty: 4019.333252
	Iteration 32Q: 3 clusters Score -374346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -374364.687500 Penalty: 4019.333252
	Iteration 33Q: 3 clusters Score -374364.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -374394.312500 Penalty: 4019.333252
	Iteration 34Q: 3 clusters Score -374394.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -374419.593750 Penalty: 4019.333252
	Iteration 35Q: 3 clusters Score -374419.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -374438.906250 Penalty: 4019.333252
	Iteration 36Q: 3 clusters Score -374438.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -374456.062500 Penalty: 4019.333252
	Iteration 37Q: 3 clusters Score -374456.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -374476.781250 Penalty: 4019.333252
	Iteration 38Q: 3 clusters Score -374476.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -374498.312500 Penalty: 4019.333252
	Iteration 39Q: 3 clusters Score -374498.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -374510.468750 Penalty: 4019.333252
	Iteration 40F: 3 clusters Score -374510.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -374525.187500 Penalty: 4019.333252
	Iteration 41Q: 3 clusters Score -374525.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -374540.468750 Penalty: 4019.333252
	Iteration 42Q: 3 clusters Score -374540.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -374554.937500 Penalty: 4019.333252
	Iteration 43Q: 3 clusters Score -374554.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -374573.250000 Penalty: 4019.333252
	Iteration 44Q: 3 clusters Score -374573.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -374590.500000 Penalty: 4019.333252
	Iteration 45Q: 3 clusters Score -374590.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -374608.500000 Penalty: 4019.333252
	Iteration 46Q: 3 clusters Score -374608.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -374627.437500 Penalty: 4019.333252
	Iteration 47Q: 3 clusters Score -374627.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -374643.125000 Penalty: 4019.333252
	Iteration 48Q: 3 clusters Score -374643.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -374654.812500 Penalty: 4019.333252
	Iteration 49Q: 3 clusters Score -374654.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -374667.031250 Penalty: 4019.333252
	Iteration 50Q: 3 clusters Score -374667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -374685.343750 Penalty: 4019.333252
	Iteration 51Q: 3 clusters Score -374685.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -374695.375000 Penalty: 4019.333252
	Iteration 52Q: 3 clusters Score -374695.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -374704.500000 Penalty: 4019.333252
	Iteration 53Q: 3 clusters Score -374704.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -374710.218750 Penalty: 4019.333252
	Iteration 54Q: 3 clusters Score -374710.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -374716.968750 Penalty: 4019.333252
	Iteration 55Q: 3 clusters Score -374717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -374724.750000 Penalty: 4019.333252
	Iteration 56Q: 3 clusters Score -374724.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -374736.843750 Penalty: 4019.333252
	Iteration 57Q: 3 clusters Score -374736.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -374747.375000 Penalty: 4019.333252
	Iteration 58Q: 3 clusters Score -374747.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -374759.500000 Penalty: 4019.333252
	Iteration 59Q: 3 clusters Score -374759.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -374770.156250 Penalty: 4019.333252
	Iteration 60F: 3 clusters Score -374770.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -374781.531250 Penalty: 4019.333252
	Iteration 61Q: 3 clusters Score -374781.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -374794.750000 Penalty: 4019.333252
	Iteration 62Q: 3 clusters Score -374794.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -374808.625000 Penalty: 4019.333252
	Iteration 63Q: 3 clusters Score -374808.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -374819.500000 Penalty: 4019.333252
	Iteration 64Q: 3 clusters Score -374819.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -374825.125000 Penalty: 4019.333252
	Iteration 65Q: 3 clusters Score -374825.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -374829.531250 Penalty: 4019.333252
	Iteration 66Q: 3 clusters Score -374829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -374833.906250 Penalty: 4019.333252
	Iteration 67Q: 3 clusters Score -374833.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -374841.125000 Penalty: 4019.333252
	Iteration 68Q: 3 clusters Score -374841.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -374847.500000 Penalty: 4019.333252
	Iteration 69Q: 3 clusters Score -374847.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -374857.125000 Penalty: 4019.333252
	Iteration 70Q: 3 clusters Score -374857.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -374868.562500 Penalty: 4019.333252
	Iteration 71Q: 3 clusters Score -374868.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -374879.000000 Penalty: 4019.333252
	Iteration 72Q: 3 clusters Score -374879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -374884.812500 Penalty: 4019.333252
	Iteration 73Q: 3 clusters Score -374884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -374891.593750 Penalty: 4019.333252
	Iteration 74Q: 3 clusters Score -374891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -374896.000000 Penalty: 4019.333252
	Iteration 75Q: 3 clusters Score -374896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -374902.187500 Penalty: 4019.333252
	Iteration 76Q: 3 clusters Score -374902.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -374913.500000 Penalty: 4019.333252
	Iteration 77Q: 3 clusters Score -374913.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -374921.843750 Penalty: 4019.333252
	Iteration 78Q: 3 clusters Score -374921.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -374926.062500 Penalty: 4019.333252
	Iteration 79Q: 3 clusters Score -374926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -374928.625000 Penalty: 4019.333252
	Iteration 80F: 3 clusters Score -374928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -374931.343750 Penalty: 4019.333252
	Iteration 81Q: 3 clusters Score -374931.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -374936.812500 Penalty: 4019.333252
	Iteration 82Q: 3 clusters Score -374936.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -374940.500000 Penalty: 4019.333252
	Iteration 83Q: 3 clusters Score -374940.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -374943.406250 Penalty: 4019.333252
	Iteration 84Q: 3 clusters Score -374943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -374945.718750 Penalty: 4019.333252
	Iteration 85Q: 3 clusters Score -374945.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -374950.718750 Penalty: 4019.333252
	Iteration 86Q: 3 clusters Score -374950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -374957.656250 Penalty: 4019.333252
	Iteration 87Q: 3 clusters Score -374957.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -374964.062500 Penalty: 4019.333252
	Iteration 88Q: 3 clusters Score -374964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -374968.468750 Penalty: 4019.333252
	Iteration 89Q: 3 clusters Score -374968.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -374972.906250 Penalty: 4019.333252
	Iteration 90Q: 3 clusters Score -374972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -374976.531250 Penalty: 4019.333252
	Iteration 91Q: 3 clusters Score -374976.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -374990.125000 Penalty: 4019.333252
	Iteration 92Q: 3 clusters Score -374990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -374999.031250 Penalty: 4019.333252
	Iteration 93Q: 3 clusters Score -374999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -375005.968750 Penalty: 4019.333252
	Iteration 94Q: 3 clusters Score -375006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -375013.656250 Penalty: 4019.333252
	Iteration 95Q: 3 clusters Score -375013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -375024.875000 Penalty: 4019.333252
	Iteration 96Q: 3 clusters Score -375024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -375029.656250 Penalty: 4019.333252
	Iteration 97Q: 3 clusters Score -375029.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -375037.062500 Penalty: 4019.333252
	Iteration 98Q: 3 clusters Score -375037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -375044.031250 Penalty: 4019.333252
	Iteration 99Q: 3 clusters Score -375044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -375045.687500 Penalty: 4019.333252
	Iteration 100F: 3 clusters Score -375045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -375047.312500 Penalty: 4019.333252
	Iteration 101Q: 3 clusters Score -375047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -375047.312500 Penalty: 4019.333252
	Iteration 102F: 3 clusters Score -375047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Entering Unmasked Estep 
Score: -458251.031250 Penalty: 2032.511230
	Iteration 0F: 2 clusters Score -458251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -454617.468750 Penalty: 4065.022461
	Iteration 0F: 3 clusters Score -454617.5 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -455460.093750 Penalty: 4065.022461
	Iteration 1F: 3 clusters Score -455460.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -455701.281250 Penalty: 4065.022461
	Iteration 2F: 3 clusters Score -455701.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -455868.156250 Penalty: 4065.022461
	Iteration 3F: 3 clusters Score -455868.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -456017.687500 Penalty: 4065.022461
	Iteration 4F: 3 clusters Score -456017.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -456138.593750 Penalty: 4065.022461
	Iteration 5Q: 3 clusters Score -456138.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -456252.031250 Penalty: 4065.022461
	Iteration 6Q: 3 clusters Score -456252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -456339.062500 Penalty: 4065.022461
	Iteration 7Q: 3 clusters Score -456339.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -456409.437500 Penalty: 4065.022461
	Iteration 8Q: 3 clusters Score -456409.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -456484.250000 Penalty: 4065.022461
	Iteration 9Q: 3 clusters Score -456484.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -456572.593750 Penalty: 4065.022461
	Iteration 10Q: 3 clusters Score -456572.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -456634.500000 Penalty: 4065.022461
	Iteration 11Q: 3 clusters Score -456634.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -456683.000000 Penalty: 4065.022461
	Iteration 12Q: 3 clusters Score -456683 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -456732.343750 Penalty: 4065.022461
	Iteration 13Q: 3 clusters Score -456732.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -456787.406250 Penalty: 4065.022461
	Iteration 14Q: 3 clusters Score -456787.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -456826.593750 Penalty: 4065.022461
	Iteration 15Q: 3 clusters Score -456826.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -456857.375000 Penalty: 4065.022461
	Iteration 16Q: 3 clusters Score -456857.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -456875.937500 Penalty: 4065.022461
	Iteration 17Q: 3 clusters Score -456875.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -456891.875000 Penalty: 4065.022461
	Iteration 18Q: 3 clusters Score -456891.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -456900.687500 Penalty: 4065.022461
	Iteration 19Q: 3 clusters Score -456900.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -456906.718750 Penalty: 4065.022461
	Iteration 20F: 3 clusters Score -456906.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -456911.281250 Penalty: 4065.022461
	Iteration 21Q: 3 clusters Score -456911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -456918.875000 Penalty: 4065.022461
	Iteration 22Q: 3 clusters Score -456918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -456923.937500 Penalty: 4065.022461
	Iteration 23Q: 3 clusters Score -456923.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -456929.187500 Penalty: 4065.022461
	Iteration 24Q: 3 clusters Score -456929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -456929.843750 Penalty: 4065.022461
	Iteration 25Q: 3 clusters Score -456929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -456929.843750 Penalty: 4065.022461
	Iteration 26F: 3 clusters Score -456929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Entering Unmasked Estep 
Score: -6212867.500000 Penalty: 2683.696533
	Iteration 0F: 2 clusters Score -6212868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -6178957.000000 Penalty: 5367.393066
	Iteration 0F: 3 clusters Score -6178957 nChanged 23196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6191621.000000 Penalty: 5367.393066
	Iteration 1F: 3 clusters Score -6191621 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -6192261.500000 Penalty: 5367.393066
	Iteration 2Q: 3 clusters Score -6192262 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -6192973.000000 Penalty: 5367.393066
	Iteration 3Q: 3 clusters Score -6192973 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -6193771.000000 Penalty: 5367.393066
	Iteration 4Q: 3 clusters Score -6193771 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6194736.500000 Penalty: 5367.393066
	Iteration 5Q: 3 clusters Score -6194736 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -6196078.500000 Penalty: 5367.393066
	Iteration 6Q: 3 clusters Score -6196078 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -6197896.000000 Penalty: 5367.393066
	Iteration 7F: 3 clusters Score -6197896 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -6199927.000000 Penalty: 5367.393066
	Iteration 8F: 3 clusters Score -6199927 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -6202296.500000 Penalty: 5367.393066
	Iteration 9F: 3 clusters Score -6202296 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -6204366.000000 Penalty: 5367.393066
	Iteration 10F: 3 clusters Score -6204366 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -6206221.500000 Penalty: 5367.393066
	Iteration 11Q: 3 clusters Score -6206222 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -6207565.500000 Penalty: 5367.393066
	Iteration 12Q: 3 clusters Score -6207566 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -6208323.500000 Penalty: 5367.393066
	Iteration 13Q: 3 clusters Score -6208324 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -6208760.500000 Penalty: 5367.393066
	Iteration 14Q: 3 clusters Score -6208760 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -6208968.500000 Penalty: 5367.393066
	Iteration 15Q: 3 clusters Score -6208968 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -6209104.500000 Penalty: 5367.393066
	Iteration 16Q: 3 clusters Score -6209104 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -6209195.500000 Penalty: 5367.393066
	Iteration 17Q: 3 clusters Score -6209196 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -6209253.000000 Penalty: 5367.393066
	Iteration 18Q: 3 clusters Score -6209253 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -6209311.500000 Penalty: 5367.393066
	Iteration 19Q: 3 clusters Score -6209312 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -6209402.000000 Penalty: 5367.393066
	Iteration 20F: 3 clusters Score -6209402 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -6209482.000000 Penalty: 5367.393066
	Iteration 21Q: 3 clusters Score -6209482 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -6209527.000000 Penalty: 5367.393066
	Iteration 22Q: 3 clusters Score -6209527 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -6209607.500000 Penalty: 5367.393066
	Iteration 23Q: 3 clusters Score -6209608 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -6209659.500000 Penalty: 5367.393066
	Iteration 24Q: 3 clusters Score -6209660 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -6209714.000000 Penalty: 5367.393066
	Iteration 25Q: 3 clusters Score -6209714 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -6209797.500000 Penalty: 5367.393066
	Iteration 26Q: 3 clusters Score -6209798 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -6209888.000000 Penalty: 5367.393066
	Iteration 27Q: 3 clusters Score -6209888 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -6210002.000000 Penalty: 5367.393066
	Iteration 28Q: 3 clusters Score -6210002 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -6210153.000000 Penalty: 5367.393066
	Iteration 29Q: 3 clusters Score -6210153 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -6210295.000000 Penalty: 5367.393066
	Iteration 30Q: 3 clusters Score -6210295 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -6210491.500000 Penalty: 5367.393066
	Iteration 31Q: 3 clusters Score -6210492 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -6210621.500000 Penalty: 5367.393066
	Iteration 32Q: 3 clusters Score -6210622 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -6210729.000000 Penalty: 5367.393066
	Iteration 33Q: 3 clusters Score -6210729 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -6210793.500000 Penalty: 5367.393066
	Iteration 34Q: 3 clusters Score -6210794 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -6210873.000000 Penalty: 5367.393066
	Iteration 35Q: 3 clusters Score -6210873 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -6210934.500000 Penalty: 5367.393066
	Iteration 36Q: 3 clusters Score -6210934 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -6210973.000000 Penalty: 5367.393066
	Iteration 37Q: 3 clusters Score -6210973 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -6210980.500000 Penalty: 5367.393066
	Iteration 38Q: 3 clusters Score -6210980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -6211004.000000 Penalty: 5367.393066
	Iteration 39Q: 3 clusters Score -6211004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -6211008.000000 Penalty: 5367.393066
	Iteration 40F: 3 clusters Score -6211008 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -6211037.000000 Penalty: 5367.393066
	Iteration 41Q: 3 clusters Score -6211037 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6211057.000000 Penalty: 5367.393066
	Iteration 42Q: 3 clusters Score -6211057 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6211069.000000 Penalty: 5367.393066
	Iteration 43Q: 3 clusters Score -6211069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -6211068.500000 Penalty: 5367.393066
	Iteration 44Q: 3 clusters Score -6211068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -6211071.500000 Penalty: 5367.393066
	Iteration 45Q: 3 clusters Score -6211072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -6211074.000000 Penalty: 5367.393066
	Iteration 46Q: 3 clusters Score -6211074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -6211072.000000 Penalty: 5367.393066
	Iteration 47Q: 3 clusters Score -6211072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6211069.000000 Penalty: 5367.393066
	Iteration 48Q: 3 clusters Score -6211069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6211070.000000 Penalty: 5367.393066
	Iteration 49Q: 3 clusters Score -6211070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -6211071.500000 Penalty: 5367.393066
	Iteration 50Q: 3 clusters Score -6211072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6211088.000000 Penalty: 5367.393066
	Iteration 51Q: 3 clusters Score -6211088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -6211088.000000 Penalty: 5367.393066
	Iteration 52Q: 3 clusters Score -6211088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6211080.500000 Penalty: 5367.393066
	Iteration 53Q: 3 clusters Score -6211080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6211079.500000 Penalty: 5367.393066
	Iteration 54Q: 3 clusters Score -6211080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -6211084.000000 Penalty: 5367.393066
	Iteration 55Q: 3 clusters Score -6211084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -6211081.000000 Penalty: 5367.393066
	Iteration 56Q: 3 clusters Score -6211081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -6211077.000000 Penalty: 5367.393066
	Iteration 57Q: 3 clusters Score -6211077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -6211078.500000 Penalty: 5367.393066
	Iteration 58Q: 3 clusters Score -6211078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -6211078.500000 Penalty: 5367.393066
	Iteration 59F: 3 clusters Score -6211078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -270269.343750 Penalty: 1893.195679
	Iteration 0F: 2 clusters Score -270269.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -267652.218750 Penalty: 3786.391357
	Iteration 0F: 3 clusters Score -267652.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -268093.906250 Penalty: 3786.391357
	Iteration 1F: 3 clusters Score -268093.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -268212.625000 Penalty: 3786.391357
	Iteration 2F: 3 clusters Score -268212.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -268279.625000 Penalty: 3786.391357
	Iteration 3Q: 3 clusters Score -268279.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268337.562500 Penalty: 3786.391357
	Iteration 4Q: 3 clusters Score -268337.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -268378.281250 Penalty: 3786.391357
	Iteration 5Q: 3 clusters Score -268378.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -268411.718750 Penalty: 3786.391357
	Iteration 6Q: 3 clusters Score -268411.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -268439.000000 Penalty: 3786.391357
	Iteration 7Q: 3 clusters Score -268439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -268459.187500 Penalty: 3786.391357
	Iteration 8Q: 3 clusters Score -268459.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -268482.593750 Penalty: 3786.391357
	Iteration 9Q: 3 clusters Score -268482.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -268493.468750 Penalty: 3786.391357
	Iteration 10Q: 3 clusters Score -268493.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -268506.093750 Penalty: 3786.391357
	Iteration 11Q: 3 clusters Score -268506.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -268514.750000 Penalty: 3786.391357
	Iteration 12Q: 3 clusters Score -268514.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -268525.968750 Penalty: 3786.391357
	Iteration 13Q: 3 clusters Score -268526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -268537.625000 Penalty: 3786.391357
	Iteration 14Q: 3 clusters Score -268537.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -268550.968750 Penalty: 3786.391357
	Iteration 15Q: 3 clusters Score -268551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -268564.625000 Penalty: 3786.391357
	Iteration 16Q: 3 clusters Score -268564.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -268578.968750 Penalty: 3786.391357
	Iteration 17Q: 3 clusters Score -268579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -268593.000000 Penalty: 3786.391357
	Iteration 18Q: 3 clusters Score -268593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -268608.625000 Penalty: 3786.391357
	Iteration 19Q: 3 clusters Score -268608.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -268621.000000 Penalty: 3786.391357
	Iteration 20F: 3 clusters Score -268621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -268631.000000 Penalty: 3786.391357
	Iteration 21Q: 3 clusters Score -268631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -268634.250000 Penalty: 3786.391357
	Iteration 22Q: 3 clusters Score -268634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -268638.406250 Penalty: 3786.391357
	Iteration 23Q: 3 clusters Score -268638.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -268643.125000 Penalty: 3786.391357
	Iteration 24Q: 3 clusters Score -268643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -268648.218750 Penalty: 3786.391357
	Iteration 25Q: 3 clusters Score -268648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -268651.406250 Penalty: 3786.391357
	Iteration 26Q: 3 clusters Score -268651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -268658.218750 Penalty: 3786.391357
	Iteration 27Q: 3 clusters Score -268658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -268665.312500 Penalty: 3786.391357
	Iteration 28Q: 3 clusters Score -268665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -268666.843750 Penalty: 3786.391357
	Iteration 29Q: 3 clusters Score -268666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -268668.062500 Penalty: 3786.391357
	Iteration 30Q: 3 clusters Score -268668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -268668.625000 Penalty: 3786.391357
	Iteration 31Q: 3 clusters Score -268668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -268668.625000 Penalty: 3786.391357
	Iteration 32F: 3 clusters Score -268668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Entering Unmasked Estep 
Score: -7182682.500000 Penalty: 2701.577148
	Iteration 0F: 2 clusters Score -7182682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -7146567.000000 Penalty: 5403.154297
	Iteration 0F: 3 clusters Score -7146567 nChanged 24957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -7160430.500000 Penalty: 5403.154297
	Iteration 1F: 3 clusters Score -7160430 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -7161213.000000 Penalty: 5403.154297
	Iteration 2Q: 3 clusters Score -7161213 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -7162304.500000 Penalty: 5403.154297
	Iteration 3Q: 3 clusters Score -7162304 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -7164129.000000 Penalty: 5403.154297
	Iteration 4F: 3 clusters Score -7164129 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -7166970.500000 Penalty: 5403.154297
	Iteration 5F: 3 clusters Score -7166970 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -7170879.000000 Penalty: 5403.154297
	Iteration 6F: 3 clusters Score -7170879 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -7174919.500000 Penalty: 5403.154297
	Iteration 7F: 3 clusters Score -7174920 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7177785.500000 Penalty: 5403.154297
	Iteration 8F: 3 clusters Score -7177786 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7179192.000000 Penalty: 5403.154297
	Iteration 9Q: 3 clusters Score -7179192 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7179838.000000 Penalty: 5403.154297
	Iteration 10Q: 3 clusters Score -7179838 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7180091.000000 Penalty: 5403.154297
	Iteration 11Q: 3 clusters Score -7180091 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7180214.500000 Penalty: 5403.154297
	Iteration 12Q: 3 clusters Score -7180214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7180276.000000 Penalty: 5403.154297
	Iteration 13Q: 3 clusters Score -7180276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7180333.000000 Penalty: 5403.154297
	Iteration 14Q: 3 clusters Score -7180333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7180363.000000 Penalty: 5403.154297
	Iteration 15Q: 3 clusters Score -7180363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7180380.000000 Penalty: 5403.154297
	Iteration 16Q: 3 clusters Score -7180380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7180393.500000 Penalty: 5403.154297
	Iteration 17Q: 3 clusters Score -7180394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7180399.500000 Penalty: 5403.154297
	Iteration 18Q: 3 clusters Score -7180400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7180400.500000 Penalty: 5403.154297
	Iteration 19Q: 3 clusters Score -7180400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7180408.500000 Penalty: 5403.154297
	Iteration 20F: 3 clusters Score -7180408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7180409.500000 Penalty: 5403.154297
	Iteration 21Q: 3 clusters Score -7180410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7180410.000000 Penalty: 5403.154297
	Iteration 22Q: 3 clusters Score -7180410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7180410.000000 Penalty: 5403.154297
	Iteration 23F: 3 clusters Score -7180410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -57361.367188 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -57361.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55895.019531 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -55895.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56189.832031 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -56189.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56291.984375 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -56291.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56349.507812 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -56349.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56392.132812 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -56392.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56434.722656 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -56434.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56512.242188 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -56512.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56617.585938 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -56617.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56714.980469 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -56714.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56768.335938 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -56768.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56794.394531 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -56794.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56810.035156 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -56810.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56827.625000 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -56827.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56845.140625 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -56845.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56870.968750 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -56870.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56901.214844 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -56901.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -56925.058594 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -56925.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56928.472656 Penalty: 3075.452393
	Iteration 17Q: 3 clusters Score -56928.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56935.281250 Penalty: 3075.452393
	Iteration 18Q: 3 clusters Score -56935.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56938.644531 Penalty: 3075.452393
	Iteration 19Q: 3 clusters Score -56938.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56938.644531 Penalty: 3075.452393
	Iteration 20F: 3 clusters Score -56938.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Entering Unmasked Estep 
Score: -1089526.000000 Penalty: 2248.770752
	Iteration 0F: 2 clusters Score -1089526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1082735.500000 Penalty: 4497.541504
	Iteration 0F: 3 clusters Score -1082736 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1084761.875000 Penalty: 4497.541504
	Iteration 1F: 3 clusters Score -1084762 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1085206.500000 Penalty: 4497.541504
	Iteration 2F: 3 clusters Score -1085206 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1085656.750000 Penalty: 4497.541504
	Iteration 3F: 3 clusters Score -1085657 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1086099.375000 Penalty: 4497.541504
	Iteration 4F: 3 clusters Score -1086099 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1086468.625000 Penalty: 4497.541504
	Iteration 5F: 3 clusters Score -1086469 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1086735.625000 Penalty: 4497.541504
	Iteration 6Q: 3 clusters Score -1086736 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1086944.625000 Penalty: 4497.541504
	Iteration 7Q: 3 clusters Score -1086945 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1087101.000000 Penalty: 4497.541504
	Iteration 8Q: 3 clusters Score -1087101 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1087226.250000 Penalty: 4497.541504
	Iteration 9Q: 3 clusters Score -1087226 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1087316.750000 Penalty: 4497.541504
	Iteration 10Q: 3 clusters Score -1087317 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1087390.375000 Penalty: 4497.541504
	Iteration 11Q: 3 clusters Score -1087390 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1087436.500000 Penalty: 4497.541504
	Iteration 12Q: 3 clusters Score -1087436 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1087479.375000 Penalty: 4497.541504
	Iteration 13Q: 3 clusters Score -1087479 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1087507.750000 Penalty: 4497.541504
	Iteration 14Q: 3 clusters Score -1087508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1087524.750000 Penalty: 4497.541504
	Iteration 15Q: 3 clusters Score -1087525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1087537.000000 Penalty: 4497.541504
	Iteration 16Q: 3 clusters Score -1087537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1087546.625000 Penalty: 4497.541504
	Iteration 17Q: 3 clusters Score -1087547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1087556.750000 Penalty: 4497.541504
	Iteration 18Q: 3 clusters Score -1087557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1087571.000000 Penalty: 4497.541504
	Iteration 19Q: 3 clusters Score -1087571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1087583.000000 Penalty: 4497.541504
	Iteration 20F: 3 clusters Score -1087583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1087588.750000 Penalty: 4497.541504
	Iteration 21Q: 3 clusters Score -1087589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1087596.000000 Penalty: 4497.541504
	Iteration 22Q: 3 clusters Score -1087596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1087603.375000 Penalty: 4497.541504
	Iteration 23Q: 3 clusters Score -1087603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1087612.500000 Penalty: 4497.541504
	Iteration 24Q: 3 clusters Score -1087612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1087618.000000 Penalty: 4497.541504
	Iteration 25Q: 3 clusters Score -1087618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1087625.875000 Penalty: 4497.541504
	Iteration 26Q: 3 clusters Score -1087626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1087633.875000 Penalty: 4497.541504
	Iteration 27Q: 3 clusters Score -1087634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1087642.375000 Penalty: 4497.541504
	Iteration 28Q: 3 clusters Score -1087642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1087650.875000 Penalty: 4497.541504
	Iteration 29Q: 3 clusters Score -1087651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1087657.250000 Penalty: 4497.541504
	Iteration 30Q: 3 clusters Score -1087657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1087663.250000 Penalty: 4497.541504
	Iteration 31Q: 3 clusters Score -1087663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1087666.500000 Penalty: 4497.541504
	Iteration 32Q: 3 clusters Score -1087666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1087672.125000 Penalty: 4497.541504
	Iteration 33Q: 3 clusters Score -1087672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1087673.375000 Penalty: 4497.541504
	Iteration 34Q: 3 clusters Score -1087673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1087675.125000 Penalty: 4497.541504
	Iteration 35Q: 3 clusters Score -1087675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1087678.375000 Penalty: 4497.541504
	Iteration 36Q: 3 clusters Score -1087678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1087680.625000 Penalty: 4497.541504
	Iteration 37Q: 3 clusters Score -1087681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1087680.375000 Penalty: 4497.541504
	Iteration 38Q: 3 clusters Score -1087680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1087680.625000 Penalty: 4497.541504
	Iteration 39Q: 3 clusters Score -1087681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1087684.250000 Penalty: 4497.541504
	Iteration 40F: 3 clusters Score -1087684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1087686.625000 Penalty: 4497.541504
	Iteration 41Q: 3 clusters Score -1087687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1087688.250000 Penalty: 4497.541504
	Iteration 42Q: 3 clusters Score -1087688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1087685.250000 Penalty: 4497.541504
	Iteration 43Q: 3 clusters Score -1087685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1087690.750000 Penalty: 4497.541504
	Iteration 44Q: 3 clusters Score -1087691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1087692.375000 Penalty: 4497.541504
	Iteration 45Q: 3 clusters Score -1087692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1087694.750000 Penalty: 4497.541504
	Iteration 46Q: 3 clusters Score -1087695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1087693.750000 Penalty: 4497.541504
	Iteration 47Q: 3 clusters Score -1087694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1087697.500000 Penalty: 4497.541504
	Iteration 48Q: 3 clusters Score -1087698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1087702.500000 Penalty: 4497.541504
	Iteration 49Q: 3 clusters Score -1087702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1087708.625000 Penalty: 4497.541504
	Iteration 50Q: 3 clusters Score -1087709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1087714.875000 Penalty: 4497.541504
	Iteration 51Q: 3 clusters Score -1087715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1087715.125000 Penalty: 4497.541504
	Iteration 52Q: 3 clusters Score -1087715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1087718.250000 Penalty: 4497.541504
	Iteration 53Q: 3 clusters Score -1087718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1087723.750000 Penalty: 4497.541504
	Iteration 54Q: 3 clusters Score -1087724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1087727.625000 Penalty: 4497.541504
	Iteration 55Q: 3 clusters Score -1087728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1087728.750000 Penalty: 4497.541504
	Iteration 56Q: 3 clusters Score -1087729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1087732.750000 Penalty: 4497.541504
	Iteration 57Q: 3 clusters Score -1087733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1087735.750000 Penalty: 4497.541504
	Iteration 58Q: 3 clusters Score -1087736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1087734.500000 Penalty: 4497.541504
	Iteration 59Q: 3 clusters Score -1087734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1087736.250000 Penalty: 4497.541504
	Iteration 60F: 3 clusters Score -1087736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1087736.500000 Penalty: 4497.541504
	Iteration 61Q: 3 clusters Score -1087736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1087740.750000 Penalty: 4497.541504
	Iteration 62Q: 3 clusters Score -1087741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1087742.750000 Penalty: 4497.541504
	Iteration 63Q: 3 clusters Score -1087743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1087741.500000 Penalty: 4497.541504
	Iteration 64Q: 3 clusters Score -1087742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1087744.500000 Penalty: 4497.541504
	Iteration 65Q: 3 clusters Score -1087744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1087742.750000 Penalty: 4497.541504
	Iteration 66Q: 3 clusters Score -1087743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1087744.500000 Penalty: 4497.541504
	Iteration 67Q: 3 clusters Score -1087744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1087747.250000 Penalty: 4497.541504
	Iteration 68Q: 3 clusters Score -1087747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1087750.375000 Penalty: 4497.541504
	Iteration 69Q: 3 clusters Score -1087750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1087751.250000 Penalty: 4497.541504
	Iteration 70Q: 3 clusters Score -1087751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1087751.625000 Penalty: 4497.541504
	Iteration 71Q: 3 clusters Score -1087752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1087750.750000 Penalty: 4497.541504
	Iteration 72Q: 3 clusters Score -1087751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1087753.250000 Penalty: 4497.541504
	Iteration 73Q: 3 clusters Score -1087753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1087754.000000 Penalty: 4497.541504
	Iteration 74Q: 3 clusters Score -1087754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1087755.625000 Penalty: 4497.541504
	Iteration 75Q: 3 clusters Score -1087756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1087754.875000 Penalty: 4497.541504
	Iteration 76Q: 3 clusters Score -1087755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1087752.500000 Penalty: 4497.541504
	Iteration 77Q: 3 clusters Score -1087752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1087753.000000 Penalty: 4497.541504
	Iteration 78Q: 3 clusters Score -1087753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1087753.000000 Penalty: 4497.541504
	Iteration 79F: 3 clusters Score -1087753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Entering Unmasked Estep 
Score: -4855362.500000 Penalty: 2601.987549
	Iteration 0F: 2 clusters Score -4855362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4831023.000000 Penalty: 5203.975098
	Iteration 0F: 3 clusters Score -4831023 nChanged 16365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4839886.500000 Penalty: 5203.975098
	Iteration 1F: 3 clusters Score -4839886 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4840380.500000 Penalty: 5203.975098
	Iteration 2Q: 3 clusters Score -4840380 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4840797.500000 Penalty: 5203.975098
	Iteration 3Q: 3 clusters Score -4840798 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4841352.500000 Penalty: 5203.975098
	Iteration 4Q: 3 clusters Score -4841352 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -4842013.000000 Penalty: 5203.975098
	Iteration 5Q: 3 clusters Score -4842013 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4842898.000000 Penalty: 5203.975098
	Iteration 6Q: 3 clusters Score -4842898 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -4844315.000000 Penalty: 5203.975098
	Iteration 7F: 3 clusters Score -4844315 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -4846213.500000 Penalty: 5203.975098
	Iteration 8F: 3 clusters Score -4846214 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4848300.500000 Penalty: 5203.975098
	Iteration 9F: 3 clusters Score -4848300 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4850214.000000 Penalty: 5203.975098
	Iteration 10F: 3 clusters Score -4850214 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4851567.500000 Penalty: 5203.975098
	Iteration 11Q: 3 clusters Score -4851568 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4852326.000000 Penalty: 5203.975098
	Iteration 12Q: 3 clusters Score -4852326 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4852655.500000 Penalty: 5203.975098
	Iteration 13Q: 3 clusters Score -4852656 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4852846.000000 Penalty: 5203.975098
	Iteration 14Q: 3 clusters Score -4852846 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4852938.000000 Penalty: 5203.975098
	Iteration 15Q: 3 clusters Score -4852938 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4852994.000000 Penalty: 5203.975098
	Iteration 16Q: 3 clusters Score -4852994 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4853039.500000 Penalty: 5203.975098
	Iteration 17Q: 3 clusters Score -4853040 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4853075.500000 Penalty: 5203.975098
	Iteration 18Q: 3 clusters Score -4853076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -4853114.500000 Penalty: 5203.975098
	Iteration 19Q: 3 clusters Score -4853114 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4853139.000000 Penalty: 5203.975098
	Iteration 20F: 3 clusters Score -4853139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4853146.500000 Penalty: 5203.975098
	Iteration 21Q: 3 clusters Score -4853146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4853167.500000 Penalty: 5203.975098
	Iteration 22Q: 3 clusters Score -4853168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4853176.000000 Penalty: 5203.975098
	Iteration 23Q: 3 clusters Score -4853176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4853191.500000 Penalty: 5203.975098
	Iteration 24Q: 3 clusters Score -4853192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -4853183.500000 Penalty: 5203.975098
	Iteration 25Q: 3 clusters Score -4853184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4853194.500000 Penalty: 5203.975098
	Iteration 26Q: 3 clusters Score -4853194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -4853201.000000 Penalty: 5203.975098
	Iteration 27Q: 3 clusters Score -4853201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -4853203.000000 Penalty: 5203.975098
	Iteration 28Q: 3 clusters Score -4853203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -4853211.500000 Penalty: 5203.975098
	Iteration 29Q: 3 clusters Score -4853212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4853216.500000 Penalty: 5203.975098
	Iteration 30Q: 3 clusters Score -4853216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4853229.000000 Penalty: 5203.975098
	Iteration 31Q: 3 clusters Score -4853229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4853228.000000 Penalty: 5203.975098
	Iteration 32Q: 3 clusters Score -4853228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4853234.000000 Penalty: 5203.975098
	Iteration 33Q: 3 clusters Score -4853234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4853238.500000 Penalty: 5203.975098
	Iteration 34Q: 3 clusters Score -4853238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4853246.500000 Penalty: 5203.975098
	Iteration 35Q: 3 clusters Score -4853246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4853249.000000 Penalty: 5203.975098
	Iteration 36Q: 3 clusters Score -4853249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4853248.000000 Penalty: 5203.975098
	Iteration 37Q: 3 clusters Score -4853248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4853252.000000 Penalty: 5203.975098
	Iteration 38Q: 3 clusters Score -4853252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -4853245.000000 Penalty: 5203.975098
	Iteration 39Q: 3 clusters Score -4853245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -4853250.000000 Penalty: 5203.975098
	Iteration 40F: 3 clusters Score -4853250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4853254.500000 Penalty: 5203.975098
	Iteration 41Q: 3 clusters Score -4853254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4853254.500000 Penalty: 5203.975098
	Iteration 42Q: 3 clusters Score -4853254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4853259.500000 Penalty: 5203.975098
	Iteration 43Q: 3 clusters Score -4853260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4853262.000000 Penalty: 5203.975098
	Iteration 44Q: 3 clusters Score -4853262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4853262.000000 Penalty: 5203.975098
	Iteration 45Q: 3 clusters Score -4853262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4853257.000000 Penalty: 5203.975098
	Iteration 46Q: 3 clusters Score -4853257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4853261.500000 Penalty: 5203.975098
	Iteration 47Q: 3 clusters Score -4853262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4853262.500000 Penalty: 5203.975098
	Iteration 48Q: 3 clusters Score -4853262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4853262.500000 Penalty: 5203.975098
	Iteration 49Q: 3 clusters Score -4853262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4853256.000000 Penalty: 5203.975098
	Iteration 50Q: 3 clusters Score -4853256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4853261.500000 Penalty: 5203.975098
	Iteration 51Q: 3 clusters Score -4853262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4853256.000000 Penalty: 5203.975098
	Iteration 52Q: 3 clusters Score -4853256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4853263.000000 Penalty: 5203.975098
	Iteration 53Q: 3 clusters Score -4853263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4853262.000000 Penalty: 5203.975098
	Iteration 54Q: 3 clusters Score -4853262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4853262.500000 Penalty: 5203.975098
	Iteration 55Q: 3 clusters Score -4853262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4853262.000000 Penalty: 5203.975098
	Iteration 56Q: 3 clusters Score -4853262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4853262.000000 Penalty: 5203.975098
	Iteration 57F: 3 clusters Score -4853262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -5921409.500000 Penalty: 2653.617676
	Iteration 0F: 2 clusters Score -5921410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5891484.000000 Penalty: 5307.235352
	Iteration 0F: 3 clusters Score -5891484 nChanged 20387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5902677.500000 Penalty: 5307.235352
	Iteration 1F: 3 clusters Score -5902678 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -5903288.500000 Penalty: 5307.235352
	Iteration 2Q: 3 clusters Score -5903288 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -5904027.500000 Penalty: 5307.235352
	Iteration 3Q: 3 clusters Score -5904028 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5904864.500000 Penalty: 5307.235352
	Iteration 4Q: 3 clusters Score -5904864 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -5906098.000000 Penalty: 5307.235352
	Iteration 5F: 3 clusters Score -5906098 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5907696.500000 Penalty: 5307.235352
	Iteration 6F: 3 clusters Score -5907696 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5909463.500000 Penalty: 5307.235352
	Iteration 7F: 3 clusters Score -5909464 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -5911360.500000 Penalty: 5307.235352
	Iteration 8F: 3 clusters Score -5911360 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5913009.000000 Penalty: 5307.235352
	Iteration 9F: 3 clusters Score -5913009 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -5914096.500000 Penalty: 5307.235352
	Iteration 10Q: 3 clusters Score -5914096 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5914960.500000 Penalty: 5307.235352
	Iteration 11Q: 3 clusters Score -5914960 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -5915591.500000 Penalty: 5307.235352
	Iteration 12Q: 3 clusters Score -5915592 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -5916081.500000 Penalty: 5307.235352
	Iteration 13Q: 3 clusters Score -5916082 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -5916467.500000 Penalty: 5307.235352
	Iteration 14Q: 3 clusters Score -5916468 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -5916843.500000 Penalty: 5307.235352
	Iteration 15Q: 3 clusters Score -5916844 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -5917100.500000 Penalty: 5307.235352
	Iteration 16Q: 3 clusters Score -5917100 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -5917333.000000 Penalty: 5307.235352
	Iteration 17Q: 3 clusters Score -5917333 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -5917582.500000 Penalty: 5307.235352
	Iteration 18Q: 3 clusters Score -5917582 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -5917774.000000 Penalty: 5307.235352
	Iteration 19Q: 3 clusters Score -5917774 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -5917923.500000 Penalty: 5307.235352
	Iteration 20F: 3 clusters Score -5917924 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -5918106.000000 Penalty: 5307.235352
	Iteration 21Q: 3 clusters Score -5918106 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -5918219.500000 Penalty: 5307.235352
	Iteration 22Q: 3 clusters Score -5918220 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -5918324.500000 Penalty: 5307.235352
	Iteration 23Q: 3 clusters Score -5918324 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -5918421.500000 Penalty: 5307.235352
	Iteration 24Q: 3 clusters Score -5918422 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -5918505.000000 Penalty: 5307.235352
	Iteration 25Q: 3 clusters Score -5918505 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -5918571.500000 Penalty: 5307.235352
	Iteration 26Q: 3 clusters Score -5918572 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -5918623.500000 Penalty: 5307.235352
	Iteration 27Q: 3 clusters Score -5918624 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -5918674.000000 Penalty: 5307.235352
	Iteration 28Q: 3 clusters Score -5918674 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -5918703.000000 Penalty: 5307.235352
	Iteration 29Q: 3 clusters Score -5918703 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5918732.000000 Penalty: 5307.235352
	Iteration 30Q: 3 clusters Score -5918732 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5918785.500000 Penalty: 5307.235352
	Iteration 31Q: 3 clusters Score -5918786 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -5918845.500000 Penalty: 5307.235352
	Iteration 32Q: 3 clusters Score -5918846 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5918879.500000 Penalty: 5307.235352
	Iteration 33Q: 3 clusters Score -5918880 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5918915.000000 Penalty: 5307.235352
	Iteration 34Q: 3 clusters Score -5918915 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5918933.000000 Penalty: 5307.235352
	Iteration 35Q: 3 clusters Score -5918933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5918944.000000 Penalty: 5307.235352
	Iteration 36Q: 3 clusters Score -5918944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5918954.500000 Penalty: 5307.235352
	Iteration 37Q: 3 clusters Score -5918954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5918961.500000 Penalty: 5307.235352
	Iteration 38Q: 3 clusters Score -5918962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5918969.500000 Penalty: 5307.235352
	Iteration 39Q: 3 clusters Score -5918970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5918989.000000 Penalty: 5307.235352
	Iteration 40F: 3 clusters Score -5918989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5918995.500000 Penalty: 5307.235352
	Iteration 41Q: 3 clusters Score -5918996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5919004.000000 Penalty: 5307.235352
	Iteration 42Q: 3 clusters Score -5919004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5919037.000000 Penalty: 5307.235352
	Iteration 43Q: 3 clusters Score -5919037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5919047.500000 Penalty: 5307.235352
	Iteration 44Q: 3 clusters Score -5919048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5919049.000000 Penalty: 5307.235352
	Iteration 45Q: 3 clusters Score -5919049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -5919049.000000 Penalty: 5307.235352
	Iteration 46Q: 3 clusters Score -5919049 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5919051.000000 Penalty: 5307.235352
	Iteration 47Q: 3 clusters Score -5919051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5919054.500000 Penalty: 5307.235352
	Iteration 48Q: 3 clusters Score -5919054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5919071.500000 Penalty: 5307.235352
	Iteration 49Q: 3 clusters Score -5919072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5919088.000000 Penalty: 5307.235352
	Iteration 50Q: 3 clusters Score -5919088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5919094.000000 Penalty: 5307.235352
	Iteration 51Q: 3 clusters Score -5919094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5919100.000000 Penalty: 5307.235352
	Iteration 52Q: 3 clusters Score -5919100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5919104.500000 Penalty: 5307.235352
	Iteration 53Q: 3 clusters Score -5919104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5919112.000000 Penalty: 5307.235352
	Iteration 54Q: 3 clusters Score -5919112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5919120.000000 Penalty: 5307.235352
	Iteration 55Q: 3 clusters Score -5919120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5919125.500000 Penalty: 5307.235352
	Iteration 56Q: 3 clusters Score -5919126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5919135.500000 Penalty: 5307.235352
	Iteration 57Q: 3 clusters Score -5919136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5919131.000000 Penalty: 5307.235352
	Iteration 58Q: 3 clusters Score -5919131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5919152.500000 Penalty: 5307.235352
	Iteration 59Q: 3 clusters Score -5919152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5919159.500000 Penalty: 5307.235352
	Iteration 60F: 3 clusters Score -5919160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5919158.000000 Penalty: 5307.235352
	Iteration 61Q: 3 clusters Score -5919158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5919165.500000 Penalty: 5307.235352
	Iteration 62Q: 3 clusters Score -5919166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5919161.000000 Penalty: 5307.235352
	Iteration 63Q: 3 clusters Score -5919161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5919157.000000 Penalty: 5307.235352
	Iteration 64Q: 3 clusters Score -5919157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5919172.500000 Penalty: 5307.235352
	Iteration 65Q: 3 clusters Score -5919172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5919174.000000 Penalty: 5307.235352
	Iteration 66Q: 3 clusters Score -5919174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5919170.500000 Penalty: 5307.235352
	Iteration 67Q: 3 clusters Score -5919170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5919168.000000 Penalty: 5307.235352
	Iteration 68Q: 3 clusters Score -5919168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5919168.000000 Penalty: 5307.235352
	Iteration 69Q: 3 clusters Score -5919168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5919157.500000 Penalty: 5307.235352
	Iteration 70Q: 3 clusters Score -5919158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5919156.500000 Penalty: 5307.235352
	Iteration 71Q: 3 clusters Score -5919156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5919158.000000 Penalty: 5307.235352
	Iteration 72Q: 3 clusters Score -5919158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5919167.000000 Penalty: 5307.235352
	Iteration 73Q: 3 clusters Score -5919167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5919163.500000 Penalty: 5307.235352
	Iteration 74Q: 3 clusters Score -5919164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5919171.000000 Penalty: 5307.235352
	Iteration 75Q: 3 clusters Score -5919171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5919172.500000 Penalty: 5307.235352
	Iteration 76Q: 3 clusters Score -5919172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5919183.500000 Penalty: 5307.235352
	Iteration 77Q: 3 clusters Score -5919184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5919196.000000 Penalty: 5307.235352
	Iteration 78Q: 3 clusters Score -5919196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5919205.500000 Penalty: 5307.235352
	Iteration 79Q: 3 clusters Score -5919206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5919215.000000 Penalty: 5307.235352
	Iteration 80F: 3 clusters Score -5919215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5919227.000000 Penalty: 5307.235352
	Iteration 81Q: 3 clusters Score -5919227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5919220.000000 Penalty: 5307.235352
	Iteration 82Q: 3 clusters Score -5919220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5919222.500000 Penalty: 5307.235352
	Iteration 83Q: 3 clusters Score -5919222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5919224.000000 Penalty: 5307.235352
	Iteration 84Q: 3 clusters Score -5919224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5919218.500000 Penalty: 5307.235352
	Iteration 85Q: 3 clusters Score -5919218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5919216.000000 Penalty: 5307.235352
	Iteration 86Q: 3 clusters Score -5919216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5919227.500000 Penalty: 5307.235352
	Iteration 87Q: 3 clusters Score -5919228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5919224.500000 Penalty: 5307.235352
	Iteration 88Q: 3 clusters Score -5919224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5919228.500000 Penalty: 5307.235352
	Iteration 89Q: 3 clusters Score -5919228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5919224.000000 Penalty: 5307.235352
	Iteration 90Q: 3 clusters Score -5919224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5919222.500000 Penalty: 5307.235352
	Iteration 91Q: 3 clusters Score -5919222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5919235.500000 Penalty: 5307.235352
	Iteration 92Q: 3 clusters Score -5919236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5919247.500000 Penalty: 5307.235352
	Iteration 93Q: 3 clusters Score -5919248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5919246.500000 Penalty: 5307.235352
	Iteration 94Q: 3 clusters Score -5919246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5919242.000000 Penalty: 5307.235352
	Iteration 95Q: 3 clusters Score -5919242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5919246.000000 Penalty: 5307.235352
	Iteration 96Q: 3 clusters Score -5919246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5919242.000000 Penalty: 5307.235352
	Iteration 97Q: 3 clusters Score -5919242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5919241.000000 Penalty: 5307.235352
	Iteration 98Q: 3 clusters Score -5919241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5919235.000000 Penalty: 5307.235352
	Iteration 99Q: 3 clusters Score -5919235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5919247.000000 Penalty: 5307.235352
	Iteration 100F: 3 clusters Score -5919247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5919241.500000 Penalty: 5307.235352
	Iteration 101Q: 3 clusters Score -5919242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5919247.500000 Penalty: 5307.235352
	Iteration 102Q: 3 clusters Score -5919248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5919246.500000 Penalty: 5307.235352
	Iteration 103Q: 3 clusters Score -5919246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5919255.500000 Penalty: 5307.235352
	Iteration 104Q: 3 clusters Score -5919256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5919251.500000 Penalty: 5307.235352
	Iteration 105Q: 3 clusters Score -5919252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5919253.500000 Penalty: 5307.235352
	Iteration 106Q: 3 clusters Score -5919254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5919254.000000 Penalty: 5307.235352
	Iteration 107Q: 3 clusters Score -5919254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5919252.500000 Penalty: 5307.235352
	Iteration 108Q: 3 clusters Score -5919252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5919250.000000 Penalty: 5307.235352
	Iteration 109Q: 3 clusters Score -5919250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5919248.500000 Penalty: 5307.235352
	Iteration 110Q: 3 clusters Score -5919248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5919248.500000 Penalty: 5307.235352
	Iteration 111F: 3 clusters Score -5919248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Entering Unmasked Estep 
Score: -7331457.500000 Penalty: 2710.554199
	Iteration 0F: 2 clusters Score -7331458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -7293859.500000 Penalty: 5421.108398
	Iteration 0F: 3 clusters Score -7293860 nChanged 25962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -7308440.000000 Penalty: 5421.108398
	Iteration 1F: 3 clusters Score -7308440 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -7309198.500000 Penalty: 5421.108398
	Iteration 2Q: 3 clusters Score -7309198 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -7309944.000000 Penalty: 5421.108398
	Iteration 3Q: 3 clusters Score -7309944 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -7310870.000000 Penalty: 5421.108398
	Iteration 4Q: 3 clusters Score -7310870 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -7312355.500000 Penalty: 5421.108398
	Iteration 5F: 3 clusters Score -7312356 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -7314463.500000 Penalty: 5421.108398
	Iteration 6F: 3 clusters Score -7314464 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -7317698.000000 Penalty: 5421.108398
	Iteration 7F: 3 clusters Score -7317698 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -7321539.000000 Penalty: 5421.108398
	Iteration 8F: 3 clusters Score -7321539 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -7325013.000000 Penalty: 5421.108398
	Iteration 9F: 3 clusters Score -7325013 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -7327313.500000 Penalty: 5421.108398
	Iteration 10Q: 3 clusters Score -7327314 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -7328302.000000 Penalty: 5421.108398
	Iteration 11Q: 3 clusters Score -7328302 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -7328694.000000 Penalty: 5421.108398
	Iteration 12Q: 3 clusters Score -7328694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -7328890.500000 Penalty: 5421.108398
	Iteration 13Q: 3 clusters Score -7328890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -7329002.000000 Penalty: 5421.108398
	Iteration 14Q: 3 clusters Score -7329002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -7329054.000000 Penalty: 5421.108398
	Iteration 15Q: 3 clusters Score -7329054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -7329072.000000 Penalty: 5421.108398
	Iteration 16Q: 3 clusters Score -7329072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -7329106.500000 Penalty: 5421.108398
	Iteration 17Q: 3 clusters Score -7329106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -7329107.000000 Penalty: 5421.108398
	Iteration 18Q: 3 clusters Score -7329107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -7329107.000000 Penalty: 5421.108398
	Iteration 19F: 3 clusters Score -7329107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Entering Unmasked Estep 
Score: -432058.125000 Penalty: 2019.087402
	Iteration 0F: 2 clusters Score -432058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -428478.468750 Penalty: 4038.174805
	Iteration 0F: 3 clusters Score -428478.5 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -429238.968750 Penalty: 4038.174805
	Iteration 1F: 3 clusters Score -429239 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -429545.281250 Penalty: 4038.174805
	Iteration 2F: 3 clusters Score -429545.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -429893.625000 Penalty: 4038.174805
	Iteration 3F: 3 clusters Score -429893.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -430411.812500 Penalty: 4038.174805
	Iteration 4F: 3 clusters Score -430411.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -431140.812500 Penalty: 4038.174805
	Iteration 5F: 3 clusters Score -431140.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -431796.781250 Penalty: 4038.174805
	Iteration 6F: 3 clusters Score -431796.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -432097.281250 Penalty: 4038.174805
	Iteration 7F: 3 clusters Score -432097.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -432226.531250 Penalty: 4038.174805
	Iteration 8Q: 3 clusters Score -432226.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -432284.343750 Penalty: 4038.174805
	Iteration 9Q: 3 clusters Score -432284.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -432312.968750 Penalty: 4038.174805
	Iteration 10Q: 3 clusters Score -432313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -432325.250000 Penalty: 4038.174805
	Iteration 11Q: 3 clusters Score -432325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -432331.250000 Penalty: 4038.174805
	Iteration 12Q: 3 clusters Score -432331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -432334.906250 Penalty: 4038.174805
	Iteration 13Q: 3 clusters Score -432334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -432337.125000 Penalty: 4038.174805
	Iteration 14Q: 3 clusters Score -432337.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -432337.125000 Penalty: 4038.174805
	Iteration 15F: 3 clusters Score -432337.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 13016 members 
Mstep: Class 4 contains 18981 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216516 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 50079 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 53823 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8670 members 
Mstep: Class 16 contains 36022 members 
Mstep: Class 17 contains 44359 members 
Mstep: Class 18 contains 55807 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41913 members 
Mstep: Class 23 contains 20655 members 
Mstep: Class 24 contains 26292 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 27422 members 
Mstep: Class 29 contains 192591 members 
Mstep: Class 30 contains 1778 members 
Entering Unmasked Estep 
Score: -133257832.000000 Penalty: 102991.429688
Splitting cluster 19 changes total score from -133258984.000000 to -133257832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -780999.625000 Penalty: 2145.323730
	Iteration 0F: 2 clusters Score -780999.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -776056.000000 Penalty: 4290.647461
	Iteration 0F: 3 clusters Score -776056 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -777306.687500 Penalty: 4290.647461
	Iteration 1F: 3 clusters Score -777306.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -777509.937500 Penalty: 4290.647461
	Iteration 2F: 3 clusters Score -777509.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -777656.062500 Penalty: 4290.647461
	Iteration 3Q: 3 clusters Score -777656.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -777746.562500 Penalty: 4290.647461
	Iteration 4Q: 3 clusters Score -777746.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -777827.125000 Penalty: 4290.647461
	Iteration 5Q: 3 clusters Score -777827.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -777892.312500 Penalty: 4290.647461
	Iteration 6Q: 3 clusters Score -777892.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -777948.187500 Penalty: 4290.647461
	Iteration 7Q: 3 clusters Score -777948.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -777987.875000 Penalty: 4290.647461
	Iteration 8Q: 3 clusters Score -777987.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -778039.062500 Penalty: 4290.647461
	Iteration 9Q: 3 clusters Score -778039.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -778085.812500 Penalty: 4290.647461
	Iteration 10Q: 3 clusters Score -778085.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -778133.187500 Penalty: 4290.647461
	Iteration 11Q: 3 clusters Score -778133.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -778171.562500 Penalty: 4290.647461
	Iteration 12Q: 3 clusters Score -778171.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -778215.437500 Penalty: 4290.647461
	Iteration 13Q: 3 clusters Score -778215.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -778253.062500 Penalty: 4290.647461
	Iteration 14Q: 3 clusters Score -778253.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -778297.375000 Penalty: 4290.647461
	Iteration 15Q: 3 clusters Score -778297.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -778349.937500 Penalty: 4290.647461
	Iteration 16Q: 3 clusters Score -778349.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -778403.187500 Penalty: 4290.647461
	Iteration 17Q: 3 clusters Score -778403.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -778470.500000 Penalty: 4290.647461
	Iteration 18Q: 3 clusters Score -778470.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -778542.625000 Penalty: 4290.647461
	Iteration 19Q: 3 clusters Score -778542.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -778605.625000 Penalty: 4290.647461
	Iteration 20F: 3 clusters Score -778605.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -778671.375000 Penalty: 4290.647461
	Iteration 21Q: 3 clusters Score -778671.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -778735.312500 Penalty: 4290.647461
	Iteration 22Q: 3 clusters Score -778735.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -778785.375000 Penalty: 4290.647461
	Iteration 23Q: 3 clusters Score -778785.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -778829.312500 Penalty: 4290.647461
	Iteration 24Q: 3 clusters Score -778829.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -778865.812500 Penalty: 4290.647461
	Iteration 25Q: 3 clusters Score -778865.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -778905.125000 Penalty: 4290.647461
	Iteration 26Q: 3 clusters Score -778905.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -778930.562500 Penalty: 4290.647461
	Iteration 27Q: 3 clusters Score -778930.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -778948.125000 Penalty: 4290.647461
	Iteration 28Q: 3 clusters Score -778948.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -778968.000000 Penalty: 4290.647461
	Iteration 29Q: 3 clusters Score -778968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -778983.125000 Penalty: 4290.647461
	Iteration 30Q: 3 clusters Score -778983.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -778998.062500 Penalty: 4290.647461
	Iteration 31Q: 3 clusters Score -778998.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -779008.187500 Penalty: 4290.647461
	Iteration 32Q: 3 clusters Score -779008.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -779015.687500 Penalty: 4290.647461
	Iteration 33Q: 3 clusters Score -779015.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -779024.062500 Penalty: 4290.647461
	Iteration 34Q: 3 clusters Score -779024.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -779027.250000 Penalty: 4290.647461
	Iteration 35Q: 3 clusters Score -779027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -779029.937500 Penalty: 4290.647461
	Iteration 36Q: 3 clusters Score -779029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -779032.187500 Penalty: 4290.647461
	Iteration 37Q: 3 clusters Score -779032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -779035.437500 Penalty: 4290.647461
	Iteration 38Q: 3 clusters Score -779035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -779039.812500 Penalty: 4290.647461
	Iteration 39Q: 3 clusters Score -779039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -779043.187500 Penalty: 4290.647461
	Iteration 40F: 3 clusters Score -779043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -779048.937500 Penalty: 4290.647461
	Iteration 41Q: 3 clusters Score -779048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -779054.875000 Penalty: 4290.647461
	Iteration 42Q: 3 clusters Score -779054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -779059.500000 Penalty: 4290.647461
	Iteration 43Q: 3 clusters Score -779059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -779060.187500 Penalty: 4290.647461
	Iteration 44Q: 3 clusters Score -779060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -779061.187500 Penalty: 4290.647461
	Iteration 45Q: 3 clusters Score -779061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -779062.625000 Penalty: 4290.647461
	Iteration 46Q: 3 clusters Score -779062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -779063.375000 Penalty: 4290.647461
	Iteration 47Q: 3 clusters Score -779063.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -779063.375000 Penalty: 4290.647461
	Iteration 48F: 3 clusters Score -779063.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 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 142 members 
Entering Unmasked Estep 
Score: -23514.929688 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23514.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23648.142578 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23648.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23698.316406 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -23698.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23718.466797 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23718.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23733.822266 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23733.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23737.429688 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -23737.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23738.597656 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -23738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23738.597656 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -23738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Entering Unmasked Estep 
Score: -5439395.000000 Penalty: 2639.551270
	Iteration 0F: 2 clusters Score -5439395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5411100.000000 Penalty: 5279.102539
	Iteration 0F: 3 clusters Score -5411100 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -5421855.500000 Penalty: 5279.102539
	Iteration 1F: 3 clusters Score -5421856 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -5422656.000000 Penalty: 5279.102539
	Iteration 2Q: 3 clusters Score -5422656 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -5423631.000000 Penalty: 5279.102539
	Iteration 3F: 3 clusters Score -5423631 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -5424937.000000 Penalty: 5279.102539
	Iteration 4F: 3 clusters Score -5424937 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -5426463.000000 Penalty: 5279.102539
	Iteration 5F: 3 clusters Score -5426463 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -5428031.000000 Penalty: 5279.102539
	Iteration 6F: 3 clusters Score -5428031 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -5429447.500000 Penalty: 5279.102539
	Iteration 7F: 3 clusters Score -5429448 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -5430424.000000 Penalty: 5279.102539
	Iteration 8Q: 3 clusters Score -5430424 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -5430946.000000 Penalty: 5279.102539
	Iteration 9Q: 3 clusters Score -5430946 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -5431192.000000 Penalty: 5279.102539
	Iteration 10Q: 3 clusters Score -5431192 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5431292.500000 Penalty: 5279.102539
	Iteration 11Q: 3 clusters Score -5431292 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -5431314.500000 Penalty: 5279.102539
	Iteration 12Q: 3 clusters Score -5431314 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5431314.500000 Penalty: 5279.102539
	Iteration 13Q: 3 clusters Score -5431314 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -5431355.500000 Penalty: 5279.102539
	Iteration 14Q: 3 clusters Score -5431356 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -5431359.000000 Penalty: 5279.102539
	Iteration 15Q: 3 clusters Score -5431359 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -5431385.500000 Penalty: 5279.102539
	Iteration 16Q: 3 clusters Score -5431386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -5431385.500000 Penalty: 5279.102539
	Iteration 17Q: 3 clusters Score -5431386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5431392.000000 Penalty: 5279.102539
	Iteration 18Q: 3 clusters Score -5431392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -5431397.000000 Penalty: 5279.102539
	Iteration 19Q: 3 clusters Score -5431397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -5431406.000000 Penalty: 5279.102539
	Iteration 20F: 3 clusters Score -5431406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5431406.500000 Penalty: 5279.102539
	Iteration 21Q: 3 clusters Score -5431406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -5431402.000000 Penalty: 5279.102539
	Iteration 22Q: 3 clusters Score -5431402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5431400.000000 Penalty: 5279.102539
	Iteration 23Q: 3 clusters Score -5431400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5431401.500000 Penalty: 5279.102539
	Iteration 24Q: 3 clusters Score -5431402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5431397.500000 Penalty: 5279.102539
	Iteration 25Q: 3 clusters Score -5431398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5431392.500000 Penalty: 5279.102539
	Iteration 26Q: 3 clusters Score -5431392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5431396.000000 Penalty: 5279.102539
	Iteration 27Q: 3 clusters Score -5431396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5431399.000000 Penalty: 5279.102539
	Iteration 28Q: 3 clusters Score -5431399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5431394.000000 Penalty: 5279.102539
	Iteration 29Q: 3 clusters Score -5431394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5431394.500000 Penalty: 5279.102539
	Iteration 30Q: 3 clusters Score -5431394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5431402.500000 Penalty: 5279.102539
	Iteration 31Q: 3 clusters Score -5431402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -5431397.500000 Penalty: 5279.102539
	Iteration 32Q: 3 clusters Score -5431398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -5431395.000000 Penalty: 5279.102539
	Iteration 33Q: 3 clusters Score -5431395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5431398.000000 Penalty: 5279.102539
	Iteration 34Q: 3 clusters Score -5431398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5431396.000000 Penalty: 5279.102539
	Iteration 35Q: 3 clusters Score -5431396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5431397.000000 Penalty: 5279.102539
	Iteration 36Q: 3 clusters Score -5431397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -5431399.000000 Penalty: 5279.102539
	Iteration 37Q: 3 clusters Score -5431399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -5431392.000000 Penalty: 5279.102539
	Iteration 38Q: 3 clusters Score -5431392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5431390.500000 Penalty: 5279.102539
	Iteration 39Q: 3 clusters Score -5431390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5431390.500000 Penalty: 5279.102539
	Iteration 40F: 3 clusters Score -5431390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Entering Unmasked Estep 
Score: -2783740.750000 Penalty: 2464.056885
	Iteration 0F: 2 clusters Score -2783741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2769214.250000 Penalty: 4928.113770
	Iteration 0F: 3 clusters Score -2769214 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2774365.250000 Penalty: 4928.113770
	Iteration 1F: 3 clusters Score -2774365 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2774901.500000 Penalty: 4928.113770
	Iteration 2F: 3 clusters Score -2774902 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2775535.750000 Penalty: 4928.113770
	Iteration 3F: 3 clusters Score -2775536 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2776365.750000 Penalty: 4928.113770
	Iteration 4F: 3 clusters Score -2776366 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2777350.000000 Penalty: 4928.113770
	Iteration 5F: 3 clusters Score -2777350 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2778412.000000 Penalty: 4928.113770
	Iteration 6F: 3 clusters Score -2778412 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2779459.750000 Penalty: 4928.113770
	Iteration 7F: 3 clusters Score -2779460 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2780422.000000 Penalty: 4928.113770
	Iteration 8F: 3 clusters Score -2780422 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2781130.750000 Penalty: 4928.113770
	Iteration 9Q: 3 clusters Score -2781131 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2781607.750000 Penalty: 4928.113770
	Iteration 10Q: 3 clusters Score -2781608 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2781912.000000 Penalty: 4928.113770
	Iteration 11Q: 3 clusters Score -2781912 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2782114.000000 Penalty: 4928.113770
	Iteration 12Q: 3 clusters Score -2782114 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2782258.500000 Penalty: 4928.113770
	Iteration 13Q: 3 clusters Score -2782258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2782330.000000 Penalty: 4928.113770
	Iteration 14Q: 3 clusters Score -2782330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2782373.000000 Penalty: 4928.113770
	Iteration 15Q: 3 clusters Score -2782373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2782409.250000 Penalty: 4928.113770
	Iteration 16Q: 3 clusters Score -2782409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2782436.000000 Penalty: 4928.113770
	Iteration 17Q: 3 clusters Score -2782436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2782458.750000 Penalty: 4928.113770
	Iteration 18Q: 3 clusters Score -2782459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2782474.250000 Penalty: 4928.113770
	Iteration 19Q: 3 clusters Score -2782474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2782482.750000 Penalty: 4928.113770
	Iteration 20F: 3 clusters Score -2782483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2782496.750000 Penalty: 4928.113770
	Iteration 21Q: 3 clusters Score -2782497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2782501.750000 Penalty: 4928.113770
	Iteration 22Q: 3 clusters Score -2782502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2782516.500000 Penalty: 4928.113770
	Iteration 23Q: 3 clusters Score -2782516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2782513.500000 Penalty: 4928.113770
	Iteration 24Q: 3 clusters Score -2782514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2782510.750000 Penalty: 4928.113770
	Iteration 25Q: 3 clusters Score -2782511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2782516.500000 Penalty: 4928.113770
	Iteration 26Q: 3 clusters Score -2782516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2782515.250000 Penalty: 4928.113770
	Iteration 27Q: 3 clusters Score -2782515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2782519.750000 Penalty: 4928.113770
	Iteration 28Q: 3 clusters Score -2782520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2782522.250000 Penalty: 4928.113770
	Iteration 29Q: 3 clusters Score -2782522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2782525.000000 Penalty: 4928.113770
	Iteration 30Q: 3 clusters Score -2782525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2782523.500000 Penalty: 4928.113770
	Iteration 31Q: 3 clusters Score -2782524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2782523.000000 Penalty: 4928.113770
	Iteration 32Q: 3 clusters Score -2782523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2782523.500000 Penalty: 4928.113770
	Iteration 33Q: 3 clusters Score -2782524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2782524.750000 Penalty: 4928.113770
	Iteration 34Q: 3 clusters Score -2782525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2782529.500000 Penalty: 4928.113770
	Iteration 35Q: 3 clusters Score -2782530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2782530.250000 Penalty: 4928.113770
	Iteration 36Q: 3 clusters Score -2782530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2782530.250000 Penalty: 4928.113770
	Iteration 37F: 3 clusters Score -2782530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Entering Unmasked Estep 
Score: -3537690.750000 Penalty: 2523.900879
	Iteration 0F: 2 clusters Score -3537691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3519558.000000 Penalty: 5047.801758
	Iteration 0F: 3 clusters Score -3519558 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3525872.250000 Penalty: 5047.801758
	Iteration 1F: 3 clusters Score -3525872 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3526442.250000 Penalty: 5047.801758
	Iteration 2F: 3 clusters Score -3526442 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3527082.250000 Penalty: 5047.801758
	Iteration 3Q: 3 clusters Score -3527082 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3527749.000000 Penalty: 5047.801758
	Iteration 4Q: 3 clusters Score -3527749 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3528392.500000 Penalty: 5047.801758
	Iteration 5Q: 3 clusters Score -3528392 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3528958.000000 Penalty: 5047.801758
	Iteration 6Q: 3 clusters Score -3528958 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3529542.500000 Penalty: 5047.801758
	Iteration 7Q: 3 clusters Score -3529542 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3530022.500000 Penalty: 5047.801758
	Iteration 8Q: 3 clusters Score -3530022 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3530523.750000 Penalty: 5047.801758
	Iteration 9Q: 3 clusters Score -3530524 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3530984.750000 Penalty: 5047.801758
	Iteration 10Q: 3 clusters Score -3530985 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3531435.750000 Penalty: 5047.801758
	Iteration 11Q: 3 clusters Score -3531436 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3531820.250000 Penalty: 5047.801758
	Iteration 12Q: 3 clusters Score -3531820 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3532129.250000 Penalty: 5047.801758
	Iteration 13Q: 3 clusters Score -3532129 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3532407.750000 Penalty: 5047.801758
	Iteration 14Q: 3 clusters Score -3532408 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3532637.250000 Penalty: 5047.801758
	Iteration 15Q: 3 clusters Score -3532637 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3532847.250000 Penalty: 5047.801758
	Iteration 16Q: 3 clusters Score -3532847 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3533055.250000 Penalty: 5047.801758
	Iteration 17Q: 3 clusters Score -3533055 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -3533203.500000 Penalty: 5047.801758
	Iteration 18Q: 3 clusters Score -3533204 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3533326.000000 Penalty: 5047.801758
	Iteration 19Q: 3 clusters Score -3533326 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3533426.500000 Penalty: 5047.801758
	Iteration 20F: 3 clusters Score -3533426 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3533533.000000 Penalty: 5047.801758
	Iteration 21Q: 3 clusters Score -3533533 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3533600.500000 Penalty: 5047.801758
	Iteration 22Q: 3 clusters Score -3533600 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3533665.000000 Penalty: 5047.801758
	Iteration 23Q: 3 clusters Score -3533665 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3533726.250000 Penalty: 5047.801758
	Iteration 24Q: 3 clusters Score -3533726 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3533792.250000 Penalty: 5047.801758
	Iteration 25Q: 3 clusters Score -3533792 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3533845.750000 Penalty: 5047.801758
	Iteration 26Q: 3 clusters Score -3533846 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3533901.750000 Penalty: 5047.801758
	Iteration 27Q: 3 clusters Score -3533902 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3533969.750000 Penalty: 5047.801758
	Iteration 28Q: 3 clusters Score -3533970 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3534027.750000 Penalty: 5047.801758
	Iteration 29Q: 3 clusters Score -3534028 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3534083.000000 Penalty: 5047.801758
	Iteration 30Q: 3 clusters Score -3534083 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3534127.750000 Penalty: 5047.801758
	Iteration 31Q: 3 clusters Score -3534128 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3534197.750000 Penalty: 5047.801758
	Iteration 32Q: 3 clusters Score -3534198 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3534256.750000 Penalty: 5047.801758
	Iteration 33Q: 3 clusters Score -3534257 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3534330.500000 Penalty: 5047.801758
	Iteration 34Q: 3 clusters Score -3534330 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3534400.250000 Penalty: 5047.801758
	Iteration 35Q: 3 clusters Score -3534400 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3534468.500000 Penalty: 5047.801758
	Iteration 36Q: 3 clusters Score -3534468 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3534549.000000 Penalty: 5047.801758
	Iteration 37Q: 3 clusters Score -3534549 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3534631.500000 Penalty: 5047.801758
	Iteration 38Q: 3 clusters Score -3534632 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3534716.000000 Penalty: 5047.801758
	Iteration 39Q: 3 clusters Score -3534716 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3534810.500000 Penalty: 5047.801758
	Iteration 40F: 3 clusters Score -3534810 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3534889.250000 Penalty: 5047.801758
	Iteration 41Q: 3 clusters Score -3534889 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3534967.500000 Penalty: 5047.801758
	Iteration 42Q: 3 clusters Score -3534968 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3535040.250000 Penalty: 5047.801758
	Iteration 43Q: 3 clusters Score -3535040 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3535092.250000 Penalty: 5047.801758
	Iteration 44Q: 3 clusters Score -3535092 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3535146.000000 Penalty: 5047.801758
	Iteration 45Q: 3 clusters Score -3535146 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3535194.750000 Penalty: 5047.801758
	Iteration 46Q: 3 clusters Score -3535195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3535234.250000 Penalty: 5047.801758
	Iteration 47Q: 3 clusters Score -3535234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3535269.250000 Penalty: 5047.801758
	Iteration 48Q: 3 clusters Score -3535269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3535301.000000 Penalty: 5047.801758
	Iteration 49Q: 3 clusters Score -3535301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3535322.750000 Penalty: 5047.801758
	Iteration 50Q: 3 clusters Score -3535323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3535333.000000 Penalty: 5047.801758
	Iteration 51Q: 3 clusters Score -3535333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3535361.250000 Penalty: 5047.801758
	Iteration 52Q: 3 clusters Score -3535361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3535374.750000 Penalty: 5047.801758
	Iteration 53Q: 3 clusters Score -3535375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3535397.250000 Penalty: 5047.801758
	Iteration 54Q: 3 clusters Score -3535397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3535410.750000 Penalty: 5047.801758
	Iteration 55Q: 3 clusters Score -3535411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3535419.250000 Penalty: 5047.801758
	Iteration 56Q: 3 clusters Score -3535419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3535425.250000 Penalty: 5047.801758
	Iteration 57Q: 3 clusters Score -3535425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3535437.000000 Penalty: 5047.801758
	Iteration 58Q: 3 clusters Score -3535437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3535451.500000 Penalty: 5047.801758
	Iteration 59Q: 3 clusters Score -3535452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3535453.750000 Penalty: 5047.801758
	Iteration 60F: 3 clusters Score -3535454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3535462.750000 Penalty: 5047.801758
	Iteration 61Q: 3 clusters Score -3535463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3535480.000000 Penalty: 5047.801758
	Iteration 62Q: 3 clusters Score -3535480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3535492.750000 Penalty: 5047.801758
	Iteration 63Q: 3 clusters Score -3535493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3535500.750000 Penalty: 5047.801758
	Iteration 64Q: 3 clusters Score -3535501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3535501.250000 Penalty: 5047.801758
	Iteration 65Q: 3 clusters Score -3535501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3535503.000000 Penalty: 5047.801758
	Iteration 66Q: 3 clusters Score -3535503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3535513.000000 Penalty: 5047.801758
	Iteration 67Q: 3 clusters Score -3535513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3535514.000000 Penalty: 5047.801758
	Iteration 68Q: 3 clusters Score -3535514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3535518.750000 Penalty: 5047.801758
	Iteration 69Q: 3 clusters Score -3535519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3535526.000000 Penalty: 5047.801758
	Iteration 70Q: 3 clusters Score -3535526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3535530.500000 Penalty: 5047.801758
	Iteration 71Q: 3 clusters Score -3535530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3535533.000000 Penalty: 5047.801758
	Iteration 72Q: 3 clusters Score -3535533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3535535.000000 Penalty: 5047.801758
	Iteration 73Q: 3 clusters Score -3535535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3535535.500000 Penalty: 5047.801758
	Iteration 74Q: 3 clusters Score -3535536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3535541.000000 Penalty: 5047.801758
	Iteration 75Q: 3 clusters Score -3535541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3535539.750000 Penalty: 5047.801758
	Iteration 76Q: 3 clusters Score -3535540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3535549.500000 Penalty: 5047.801758
	Iteration 77Q: 3 clusters Score -3535550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3535546.750000 Penalty: 5047.801758
	Iteration 78Q: 3 clusters Score -3535547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3535548.250000 Penalty: 5047.801758
	Iteration 79Q: 3 clusters Score -3535548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3535552.500000 Penalty: 5047.801758
	Iteration 80F: 3 clusters Score -3535552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3535553.750000 Penalty: 5047.801758
	Iteration 81Q: 3 clusters Score -3535554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3535556.000000 Penalty: 5047.801758
	Iteration 82Q: 3 clusters Score -3535556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3535560.000000 Penalty: 5047.801758
	Iteration 83Q: 3 clusters Score -3535560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3535564.000000 Penalty: 5047.801758
	Iteration 84Q: 3 clusters Score -3535564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3535566.500000 Penalty: 5047.801758
	Iteration 85Q: 3 clusters Score -3535566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3535567.000000 Penalty: 5047.801758
	Iteration 86Q: 3 clusters Score -3535567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3535573.000000 Penalty: 5047.801758
	Iteration 87Q: 3 clusters Score -3535573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3535573.000000 Penalty: 5047.801758
	Iteration 88F: 3 clusters Score -3535573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -262929.343750 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -262929.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -260304.859375 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -260304.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -260804.296875 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -260804.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -260987.390625 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -260987.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -261131.656250 Penalty: 3786.631348
	Iteration 3F: 3 clusters Score -261131.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -261270.937500 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -261270.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -261445.375000 Penalty: 3786.631348
	Iteration 5F: 3 clusters Score -261445.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -261626.781250 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -261626.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -261830.218750 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -261830.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -262067.218750 Penalty: 3786.631348
	Iteration 8F: 3 clusters Score -262067.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -262314.875000 Penalty: 3786.631348
	Iteration 9F: 3 clusters Score -262314.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -262609.406250 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -262609.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -262905.125000 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -262905.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -263066.812500 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -263066.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -263121.875000 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -263121.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -263135.437500 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -263135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -263138.000000 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -263138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -263139.687500 Penalty: 3786.631348
	Iteration 16Q: 3 clusters Score -263139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -263139.687500 Penalty: 3786.631348
	Iteration 17F: 3 clusters Score -263139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 13016 members 
Mstep: Class 4 contains 18981 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216516 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 50079 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 53823 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8670 members 
Mstep: Class 16 contains 36022 members 
Mstep: Class 17 contains 44359 members 
Mstep: Class 18 contains 55807 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41913 members 
Mstep: Class 23 contains 20655 members 
Mstep: Class 24 contains 26292 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 27422 members 
Mstep: Class 29 contains 192591 members 
Mstep: Class 30 contains 937 members 
Entering Unmasked Estep 
Score: -133257728.000000 Penalty: 102991.429688
Splitting cluster 25 changes total score from -133258984.000000 to -133257728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -75067.109375 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -75067.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73460.007812 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -73460.01 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73845.914062 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -73845.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74043.054688 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -74043.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74206.835938 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -74206.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74330.046875 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -74330.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74458.875000 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -74458.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74549.093750 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -74549.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74577.515625 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -74577.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74588.468750 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -74588.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74588.468750 Penalty: 3242.917236
	Iteration 9F: 3 clusters Score -74588.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -299179.843750 Penalty: 1919.900391
	Iteration 0F: 2 clusters Score -299179.8 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 1183 members 
Entering Unmasked Estep 
Score: -296354.437500 Penalty: 3839.800781
	Iteration 0F: 3 clusters Score -296354.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -296884.937500 Penalty: 3839.800781
	Iteration 1F: 3 clusters Score -296884.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -297042.937500 Penalty: 3839.800781
	Iteration 2F: 3 clusters Score -297042.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -297167.375000 Penalty: 3839.800781
	Iteration 3Q: 3 clusters Score -297167.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -297283.187500 Penalty: 3839.800781
	Iteration 4Q: 3 clusters Score -297283.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -297401.437500 Penalty: 3839.800781
	Iteration 5Q: 3 clusters Score -297401.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -297527.187500 Penalty: 3839.800781
	Iteration 6Q: 3 clusters Score -297527.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -297654.593750 Penalty: 3839.800781
	Iteration 7Q: 3 clusters Score -297654.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -297792.687500 Penalty: 3839.800781
	Iteration 8Q: 3 clusters Score -297792.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -297923.562500 Penalty: 3839.800781
	Iteration 9Q: 3 clusters Score -297923.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -298129.968750 Penalty: 3839.800781
	Iteration 10Q: 3 clusters Score -298130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -298351.000000 Penalty: 3839.800781
	Iteration 11Q: 3 clusters Score -298351 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -298530.843750 Penalty: 3839.800781
	Iteration 12Q: 3 clusters Score -298530.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -298632.312500 Penalty: 3839.800781
	Iteration 13Q: 3 clusters Score -298632.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -298678.937500 Penalty: 3839.800781
	Iteration 14Q: 3 clusters Score -298678.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -298710.687500 Penalty: 3839.800781
	Iteration 15Q: 3 clusters Score -298710.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -298727.093750 Penalty: 3839.800781
	Iteration 16Q: 3 clusters Score -298727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -298732.812500 Penalty: 3839.800781
	Iteration 17Q: 3 clusters Score -298732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -298738.843750 Penalty: 3839.800781
	Iteration 18Q: 3 clusters Score -298738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -298742.093750 Penalty: 3839.800781
	Iteration 19Q: 3 clusters Score -298742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -298746.281250 Penalty: 3839.800781
	Iteration 20F: 3 clusters Score -298746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -298748.906250 Penalty: 3839.800781
	Iteration 21Q: 3 clusters Score -298748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -298749.375000 Penalty: 3839.800781
	Iteration 22Q: 3 clusters Score -298749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -298749.375000 Penalty: 3839.800781
	Iteration 23F: 3 clusters Score -298749.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Entering Unmasked Estep 
Score: -3697409.500000 Penalty: 2534.336914
	Iteration 0F: 2 clusters Score -3697410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3678538.500000 Penalty: 5068.673828
	Iteration 0F: 3 clusters Score -3678538 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3685131.250000 Penalty: 5068.673828
	Iteration 1F: 3 clusters Score -3685131 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3685542.000000 Penalty: 5068.673828
	Iteration 2Q: 3 clusters Score -3685542 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3685943.500000 Penalty: 5068.673828
	Iteration 3Q: 3 clusters Score -3685944 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3686309.500000 Penalty: 5068.673828
	Iteration 4Q: 3 clusters Score -3686310 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3686669.500000 Penalty: 5068.673828
	Iteration 5Q: 3 clusters Score -3686670 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3687107.750000 Penalty: 5068.673828
	Iteration 6Q: 3 clusters Score -3687108 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3687674.000000 Penalty: 5068.673828
	Iteration 7Q: 3 clusters Score -3687674 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3688434.250000 Penalty: 5068.673828
	Iteration 8Q: 3 clusters Score -3688434 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3689421.500000 Penalty: 5068.673828
	Iteration 9F: 3 clusters Score -3689422 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3690631.250000 Penalty: 5068.673828
	Iteration 10F: 3 clusters Score -3690631 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3691851.000000 Penalty: 5068.673828
	Iteration 11F: 3 clusters Score -3691851 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3692808.500000 Penalty: 5068.673828
	Iteration 12Q: 3 clusters Score -3692808 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3693563.500000 Penalty: 5068.673828
	Iteration 13Q: 3 clusters Score -3693564 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3694033.750000 Penalty: 5068.673828
	Iteration 14Q: 3 clusters Score -3694034 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3694326.500000 Penalty: 5068.673828
	Iteration 15Q: 3 clusters Score -3694326 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3694506.750000 Penalty: 5068.673828
	Iteration 16Q: 3 clusters Score -3694507 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3694644.250000 Penalty: 5068.673828
	Iteration 17Q: 3 clusters Score -3694644 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3694779.000000 Penalty: 5068.673828
	Iteration 18Q: 3 clusters Score -3694779 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3694854.500000 Penalty: 5068.673828
	Iteration 19Q: 3 clusters Score -3694854 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3694921.250000 Penalty: 5068.673828
	Iteration 20F: 3 clusters Score -3694921 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3694945.250000 Penalty: 5068.673828
	Iteration 21Q: 3 clusters Score -3694945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3694986.500000 Penalty: 5068.673828
	Iteration 22Q: 3 clusters Score -3694986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3695003.250000 Penalty: 5068.673828
	Iteration 23Q: 3 clusters Score -3695003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3695033.500000 Penalty: 5068.673828
	Iteration 24Q: 3 clusters Score -3695034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3695044.750000 Penalty: 5068.673828
	Iteration 25Q: 3 clusters Score -3695045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3695062.250000 Penalty: 5068.673828
	Iteration 26Q: 3 clusters Score -3695062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3695074.000000 Penalty: 5068.673828
	Iteration 27Q: 3 clusters Score -3695074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3695090.000000 Penalty: 5068.673828
	Iteration 28Q: 3 clusters Score -3695090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3695119.500000 Penalty: 5068.673828
	Iteration 29Q: 3 clusters Score -3695120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3695136.250000 Penalty: 5068.673828
	Iteration 30Q: 3 clusters Score -3695136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3695147.250000 Penalty: 5068.673828
	Iteration 31Q: 3 clusters Score -3695147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3695177.250000 Penalty: 5068.673828
	Iteration 32Q: 3 clusters Score -3695177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3695197.750000 Penalty: 5068.673828
	Iteration 33Q: 3 clusters Score -3695198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3695204.500000 Penalty: 5068.673828
	Iteration 34Q: 3 clusters Score -3695204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3695210.750000 Penalty: 5068.673828
	Iteration 35Q: 3 clusters Score -3695211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3695216.000000 Penalty: 5068.673828
	Iteration 36Q: 3 clusters Score -3695216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3695216.750000 Penalty: 5068.673828
	Iteration 37Q: 3 clusters Score -3695217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3695231.000000 Penalty: 5068.673828
	Iteration 38Q: 3 clusters Score -3695231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3695245.750000 Penalty: 5068.673828
	Iteration 39Q: 3 clusters Score -3695246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3695245.750000 Penalty: 5068.673828
	Iteration 40F: 3 clusters Score -3695246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3695256.000000 Penalty: 5068.673828
	Iteration 41Q: 3 clusters Score -3695256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3695261.250000 Penalty: 5068.673828
	Iteration 42Q: 3 clusters Score -3695261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3695266.250000 Penalty: 5068.673828
	Iteration 43Q: 3 clusters Score -3695266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3695268.750000 Penalty: 5068.673828
	Iteration 44Q: 3 clusters Score -3695269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3695268.750000 Penalty: 5068.673828
	Iteration 45Q: 3 clusters Score -3695269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3695271.750000 Penalty: 5068.673828
	Iteration 46Q: 3 clusters Score -3695272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3695271.750000 Penalty: 5068.673828
	Iteration 47F: 3 clusters Score -3695272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (192591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192591 members 
Entering Unmasked Estep 
Score: -25548442.000000 Penalty: 3017.744385
	Iteration 0F: 2 clusters Score -2.554844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -25423466.000000 Penalty: 6035.488770
	Iteration 0F: 3 clusters Score -2.542347e+07 nChanged 92706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99784 members 
Mstep: Class 2 contains 92807 members 
Entering Unmasked Estep 
Score: -25477946.000000 Penalty: 6035.488770
	Iteration 1F: 3 clusters Score -2.547795e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -25479028.000000 Penalty: 6035.488770
	Iteration 2Q: 3 clusters Score -2.547903e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -25480682.000000 Penalty: 6035.488770
	Iteration 3Q: 3 clusters Score -2.548068e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110084 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -25483810.000000 Penalty: 6035.488770
	Iteration 4Q: 3 clusters Score -2.548381e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117797 members 
Mstep: Class 2 contains 74794 members 
Entering Unmasked Estep 
Score: -25489018.000000 Penalty: 6035.488770
	Iteration 5F: 3 clusters Score -2.548902e+07 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128838 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -25497902.000000 Penalty: 6035.488770
	Iteration 6F: 3 clusters Score -2.54979e+07 nChanged 15949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -25511086.000000 Penalty: 6035.488770
	Iteration 7F: 3 clusters Score -2.551109e+07 nChanged 15600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157603 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -25526178.000000 Penalty: 6035.488770
	Iteration 8F: 3 clusters Score -2.552618e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168106 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -25537512.000000 Penalty: 6035.488770
	Iteration 9F: 3 clusters Score -2.553751e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -25543172.000000 Penalty: 6035.488770
	Iteration 10Q: 3 clusters Score -2.554317e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176349 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -25545144.000000 Penalty: 6035.488770
	Iteration 11Q: 3 clusters Score -2.554514e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178432 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -25545868.000000 Penalty: 6035.488770
	Iteration 12Q: 3 clusters Score -2.554587e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180161 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -25546414.000000 Penalty: 6035.488770
	Iteration 13Q: 3 clusters Score -2.554641e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181634 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -25546714.000000 Penalty: 6035.488770
	Iteration 14Q: 3 clusters Score -2.554671e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182886 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -25546844.000000 Penalty: 6035.488770
	Iteration 15Q: 3 clusters Score -2.554684e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183955 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -25547090.000000 Penalty: 6035.488770
	Iteration 16Q: 3 clusters Score -2.554709e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184977 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -25547368.000000 Penalty: 6035.488770
	Iteration 17Q: 3 clusters Score -2.554737e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185853 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -25547510.000000 Penalty: 6035.488770
	Iteration 18Q: 3 clusters Score -2.554751e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186560 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -25547520.000000 Penalty: 6035.488770
	Iteration 19Q: 3 clusters Score -2.554752e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187156 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -25547566.000000 Penalty: 6035.488770
	Iteration 20F: 3 clusters Score -2.554757e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187669 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -25547626.000000 Penalty: 6035.488770
	Iteration 21Q: 3 clusters Score -2.554763e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188053 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -25547668.000000 Penalty: 6035.488770
	Iteration 22Q: 3 clusters Score -2.554767e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188378 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -25547640.000000 Penalty: 6035.488770
	Iteration 23Q: 3 clusters Score -2.554764e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188653 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -25547636.000000 Penalty: 6035.488770
	Iteration 24Q: 3 clusters Score -2.554764e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188883 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -25547562.000000 Penalty: 6035.488770
	Iteration 25Q: 3 clusters Score -2.554756e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189089 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -25547586.000000 Penalty: 6035.488770
	Iteration 26Q: 3 clusters Score -2.554759e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189261 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -25547570.000000 Penalty: 6035.488770
	Iteration 27Q: 3 clusters Score -2.554757e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189388 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -25547582.000000 Penalty: 6035.488770
	Iteration 28Q: 3 clusters Score -2.554758e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189483 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -25547658.000000 Penalty: 6035.488770
	Iteration 29Q: 3 clusters Score -2.554766e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189570 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -25547652.000000 Penalty: 6035.488770
	Iteration 30Q: 3 clusters Score -2.554765e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189639 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -25547584.000000 Penalty: 6035.488770
	Iteration 31Q: 3 clusters Score -2.554758e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189697 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -25547542.000000 Penalty: 6035.488770
	Iteration 32Q: 3 clusters Score -2.554754e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189752 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -25547534.000000 Penalty: 6035.488770
	Iteration 33Q: 3 clusters Score -2.554753e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189790 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -25547518.000000 Penalty: 6035.488770
	Iteration 34Q: 3 clusters Score -2.554752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189820 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -25547514.000000 Penalty: 6035.488770
	Iteration 35Q: 3 clusters Score -2.554751e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -25547504.000000 Penalty: 6035.488770
	Iteration 36Q: 3 clusters Score -2.55475e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189882 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -25547486.000000 Penalty: 6035.488770
	Iteration 37Q: 3 clusters Score -2.554749e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189912 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -25547502.000000 Penalty: 6035.488770
	Iteration 38Q: 3 clusters Score -2.55475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189933 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -25547504.000000 Penalty: 6035.488770
	Iteration 39Q: 3 clusters Score -2.55475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189949 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -25547508.000000 Penalty: 6035.488770
	Iteration 40F: 3 clusters Score -2.554751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189962 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -25547504.000000 Penalty: 6035.488770
	Iteration 41Q: 3 clusters Score -2.55475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189972 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -25547512.000000 Penalty: 6035.488770
	Iteration 42Q: 3 clusters Score -2.554751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189983 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -25547498.000000 Penalty: 6035.488770
	Iteration 43Q: 3 clusters Score -2.55475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -25547514.000000 Penalty: 6035.488770
	Iteration 44Q: 3 clusters Score -2.554751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189996 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -25547510.000000 Penalty: 6035.488770
	Iteration 45Q: 3 clusters Score -2.554751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190002 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -25547516.000000 Penalty: 6035.488770
	Iteration 46Q: 3 clusters Score -2.554752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190011 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -25547516.000000 Penalty: 6035.488770
	Iteration 47Q: 3 clusters Score -2.554752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190018 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -25547520.000000 Penalty: 6035.488770
	Iteration 48Q: 3 clusters Score -2.554752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190023 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -25547522.000000 Penalty: 6035.488770
	Iteration 49Q: 3 clusters Score -2.554752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190035 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -25547544.000000 Penalty: 6035.488770
	Iteration 50Q: 3 clusters Score -2.554754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190046 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -25547536.000000 Penalty: 6035.488770
	Iteration 51Q: 3 clusters Score -2.554754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190053 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -25547550.000000 Penalty: 6035.488770
	Iteration 52Q: 3 clusters Score -2.554755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190061 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -25547522.000000 Penalty: 6035.488770
	Iteration 53Q: 3 clusters Score -2.554752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190068 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -25547512.000000 Penalty: 6035.488770
	Iteration 54Q: 3 clusters Score -2.554751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190082 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -25547500.000000 Penalty: 6035.488770
	Iteration 55Q: 3 clusters Score -2.55475e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190098 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -25547500.000000 Penalty: 6035.488770
	Iteration 56Q: 3 clusters Score -2.55475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190109 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -25547502.000000 Penalty: 6035.488770
	Iteration 57Q: 3 clusters Score -2.55475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190118 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -25547506.000000 Penalty: 6035.488770
	Iteration 58Q: 3 clusters Score -2.554751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190136 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -25547506.000000 Penalty: 6035.488770
	Iteration 59Q: 3 clusters Score -2.554751e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190155 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -25547518.000000 Penalty: 6035.488770
	Iteration 60F: 3 clusters Score -2.554752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190165 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -25547546.000000 Penalty: 6035.488770
	Iteration 61Q: 3 clusters Score -2.554755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190173 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -25547544.000000 Penalty: 6035.488770
	Iteration 62Q: 3 clusters Score -2.554754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190184 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -25547542.000000 Penalty: 6035.488770
	Iteration 63Q: 3 clusters Score -2.554754e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190196 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -25547548.000000 Penalty: 6035.488770
	Iteration 64Q: 3 clusters Score -2.554755e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190208 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -25547558.000000 Penalty: 6035.488770
	Iteration 65Q: 3 clusters Score -2.554756e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190228 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -25547560.000000 Penalty: 6035.488770
	Iteration 66Q: 3 clusters Score -2.554756e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190235 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -25547570.000000 Penalty: 6035.488770
	Iteration 67Q: 3 clusters Score -2.554757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190240 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -25547580.000000 Penalty: 6035.488770
	Iteration 68Q: 3 clusters Score -2.554758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190250 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -25547556.000000 Penalty: 6035.488770
	Iteration 69Q: 3 clusters Score -2.554756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190247 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -25547564.000000 Penalty: 6035.488770
	Iteration 70Q: 3 clusters Score -2.554756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190242 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -25547576.000000 Penalty: 6035.488770
	Iteration 71Q: 3 clusters Score -2.554758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190239 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -25547572.000000 Penalty: 6035.488770
	Iteration 72Q: 3 clusters Score -2.554757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190235 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -25547588.000000 Penalty: 6035.488770
	Iteration 73Q: 3 clusters Score -2.554759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190237 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -25547582.000000 Penalty: 6035.488770
	Iteration 74Q: 3 clusters Score -2.554758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190241 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25547566.000000 Penalty: 6035.488770
	Iteration 75Q: 3 clusters Score -2.554757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190241 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25547570.000000 Penalty: 6035.488770
	Iteration 76Q: 3 clusters Score -2.554757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190238 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -25547568.000000 Penalty: 6035.488770
	Iteration 77Q: 3 clusters Score -2.554757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190236 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -25547574.000000 Penalty: 6035.488770
	Iteration 78Q: 3 clusters Score -2.554757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190234 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -25547574.000000 Penalty: 6035.488770
	Iteration 79Q: 3 clusters Score -2.554757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190233 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -25547568.000000 Penalty: 6035.488770
	Iteration 80F: 3 clusters Score -2.554757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190231 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -25547572.000000 Penalty: 6035.488770
	Iteration 81Q: 3 clusters Score -2.554757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190230 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -25547566.000000 Penalty: 6035.488770
	Iteration 82Q: 3 clusters Score -2.554757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190231 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -25547566.000000 Penalty: 6035.488770
	Iteration 83Q: 3 clusters Score -2.554757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190230 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -25547570.000000 Penalty: 6035.488770
	Iteration 84Q: 3 clusters Score -2.554757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190230 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -25547570.000000 Penalty: 6035.488770
	Iteration 85F: 3 clusters Score -2.554757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 13016 members 
Mstep: Class 4 contains 18981 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216516 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 50079 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 53823 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8670 members 
Mstep: Class 16 contains 36022 members 
Mstep: Class 17 contains 44359 members 
Mstep: Class 18 contains 55807 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41913 members 
Mstep: Class 23 contains 20655 members 
Mstep: Class 24 contains 26292 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 27422 members 
Mstep: Class 29 contains 192591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258944.000000 Penalty: 99558.382812
Iteration 279Q: 30 clusters Score -1.332589e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 13082 members 
Mstep: Class 4 contains 18981 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216528 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3629 members 
Mstep: Class 11 contains 50074 members 
Mstep: Class 12 contains 2066 members 
Mstep: Class 13 contains 53819 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 16 contains 36033 members 
Mstep: Class 17 contains 44332 members 
Mstep: Class 18 contains 55801 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41938 members 
Mstep: Class 23 contains 20662 members 
Mstep: Class 24 contains 26289 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 27409 members 
Mstep: Class 29 contains 192530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258872.000000 Penalty: 99558.382812
Iteration 280F: 30 clusters Score -1.332589e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 18979 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216518 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 50071 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 53805 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8675 members 
Mstep: Class 16 contains 36044 members 
Mstep: Class 17 contains 44302 members 
Mstep: Class 18 contains 55799 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41966 members 
Mstep: Class 23 contains 20656 members 
Mstep: Class 24 contains 26291 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 27395 members 
Mstep: Class 29 contains 192492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258784.000000 Penalty: 99558.382812
Iteration 281Q: 30 clusters Score -1.332588e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 13219 members 
Mstep: Class 4 contains 18980 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216543 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 50068 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 53800 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8677 members 
Mstep: Class 16 contains 36047 members 
Mstep: Class 17 contains 44276 members 
Mstep: Class 18 contains 55797 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 41988 members 
Mstep: Class 23 contains 20646 members 
Mstep: Class 24 contains 26290 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 27384 members 
Mstep: Class 29 contains 192445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258880.000000 Penalty: 99558.382812
Iteration 282Q: 30 clusters Score -1.332589e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 13280 members 
Mstep: Class 4 contains 18977 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216558 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187756 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 50069 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 53805 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8678 members 
Mstep: Class 16 contains 36051 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 55787 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5694 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42014 members 
Mstep: Class 23 contains 20642 members 
Mstep: Class 24 contains 26295 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 27373 members 
Mstep: Class 29 contains 192374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258888.000000 Penalty: 99558.382812
Iteration 283Q: 30 clusters Score -1.332589e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 13344 members 
Mstep: Class 4 contains 18973 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216606 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187745 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 50063 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 53804 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8682 members 
Mstep: Class 16 contains 36051 members 
Mstep: Class 17 contains 44248 members 
Mstep: Class 18 contains 55771 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5692 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42036 members 
Mstep: Class 23 contains 20638 members 
Mstep: Class 24 contains 26291 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 27362 members 
Mstep: Class 29 contains 192307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258944.000000 Penalty: 99558.382812
Iteration 284Q: 30 clusters Score -1.332589e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 13412 members 
Mstep: Class 4 contains 18969 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216644 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187745 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 50060 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 53794 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8687 members 
Mstep: Class 16 contains 36064 members 
Mstep: Class 17 contains 44235 members 
Mstep: Class 18 contains 55752 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5685 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42066 members 
Mstep: Class 23 contains 20638 members 
Mstep: Class 24 contains 26283 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 27358 members 
Mstep: Class 29 contains 192222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258792.000000 Penalty: 99558.382812
Iteration 285Q: 30 clusters Score -1.332588e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 18965 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216681 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187745 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 11 contains 50055 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 53783 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8690 members 
Mstep: Class 16 contains 36071 members 
Mstep: Class 17 contains 44214 members 
Mstep: Class 18 contains 55739 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5680 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42091 members 
Mstep: Class 23 contains 20634 members 
Mstep: Class 24 contains 26279 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 27358 members 
Mstep: Class 29 contains 192157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258664.000000 Penalty: 99558.382812
Iteration 286Q: 30 clusters Score -1.332587e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 13524 members 
Mstep: Class 4 contains 18958 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216711 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187747 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 50051 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 53776 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8696 members 
Mstep: Class 16 contains 36072 members 
Mstep: Class 17 contains 44201 members 
Mstep: Class 18 contains 55715 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5675 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42119 members 
Mstep: Class 23 contains 20626 members 
Mstep: Class 24 contains 26272 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 27354 members 
Mstep: Class 29 contains 192110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258632.000000 Penalty: 99558.382812
Iteration 287Q: 30 clusters Score -1.332586e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 18947 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216726 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187741 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 50049 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 53771 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8698 members 
Mstep: Class 16 contains 36079 members 
Mstep: Class 17 contains 44182 members 
Mstep: Class 18 contains 55698 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42141 members 
Mstep: Class 23 contains 20622 members 
Mstep: Class 24 contains 26270 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27349 members 
Mstep: Class 29 contains 192066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258800.000000 Penalty: 99558.382812
Iteration 288Q: 30 clusters Score -1.332588e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 13635 members 
Mstep: Class 4 contains 18947 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216722 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187738 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 50041 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 53763 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8701 members 
Mstep: Class 16 contains 36089 members 
Mstep: Class 17 contains 44166 members 
Mstep: Class 18 contains 55694 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42172 members 
Mstep: Class 23 contains 20618 members 
Mstep: Class 24 contains 26266 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27344 members 
Mstep: Class 29 contains 192025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258688.000000 Penalty: 99558.382812
Iteration 289Q: 30 clusters Score -1.332587e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 13681 members 
Mstep: Class 4 contains 18939 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216713 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187736 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 11 contains 50037 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 53760 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8705 members 
Mstep: Class 16 contains 36095 members 
Mstep: Class 17 contains 44146 members 
Mstep: Class 18 contains 55688 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5677 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42201 members 
Mstep: Class 23 contains 20612 members 
Mstep: Class 24 contains 26268 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27339 members 
Mstep: Class 29 contains 192000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258656.000000 Penalty: 99558.382812
Iteration 290Q: 30 clusters Score -1.332587e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 13723 members 
Mstep: Class 4 contains 18941 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216721 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187743 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3659 members 
Mstep: Class 11 contains 50034 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 53747 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 36102 members 
Mstep: Class 17 contains 44127 members 
Mstep: Class 18 contains 55679 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5675 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42214 members 
Mstep: Class 23 contains 20612 members 
Mstep: Class 24 contains 26268 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27332 members 
Mstep: Class 29 contains 191965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258688.000000 Penalty: 99558.382812
Iteration 291Q: 30 clusters Score -1.332587e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 13765 members 
Mstep: Class 4 contains 18947 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216716 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187747 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3666 members 
Mstep: Class 11 contains 50032 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 53742 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 36103 members 
Mstep: Class 17 contains 44113 members 
Mstep: Class 18 contains 55673 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5671 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42221 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 26275 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27320 members 
Mstep: Class 29 contains 191933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258712.000000 Penalty: 99558.382812
Iteration 292Q: 30 clusters Score -1.332587e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 13799 members 
Mstep: Class 4 contains 18942 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216726 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187749 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3672 members 
Mstep: Class 11 contains 50025 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 53738 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 36103 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 55670 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42226 members 
Mstep: Class 23 contains 20618 members 
Mstep: Class 24 contains 26268 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27312 members 
Mstep: Class 29 contains 191921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258824.000000 Penalty: 99558.382812
Iteration 293Q: 30 clusters Score -1.332588e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 13826 members 
Mstep: Class 4 contains 18938 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216729 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187747 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 50020 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53741 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 36109 members 
Mstep: Class 17 contains 44087 members 
Mstep: Class 18 contains 55668 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5666 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42235 members 
Mstep: Class 23 contains 20624 members 
Mstep: Class 24 contains 26263 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 27302 members 
Mstep: Class 29 contains 191904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258848.000000 Penalty: 99558.382812
Iteration 294Q: 30 clusters Score -1.332588e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 13858 members 
Mstep: Class 4 contains 18933 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216745 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187754 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 50010 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53744 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36106 members 
Mstep: Class 17 contains 44069 members 
Mstep: Class 18 contains 55662 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42249 members 
Mstep: Class 23 contains 20628 members 
Mstep: Class 24 contains 26256 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 27288 members 
Mstep: Class 29 contains 191890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258864.000000 Penalty: 99558.382812
Iteration 295Q: 30 clusters Score -1.332589e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 13886 members 
Mstep: Class 4 contains 18928 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216763 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187756 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3683 members 
Mstep: Class 11 contains 50006 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53741 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 36109 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 55663 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5658 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42256 members 
Mstep: Class 23 contains 20623 members 
Mstep: Class 24 contains 26242 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 27271 members 
Mstep: Class 29 contains 191886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258752.000000 Penalty: 99558.382812
Iteration 296Q: 30 clusters Score -1.332588e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 13918 members 
Mstep: Class 4 contains 18925 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216785 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187756 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 49999 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53738 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36117 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 55662 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42270 members 
Mstep: Class 23 contains 20624 members 
Mstep: Class 24 contains 26232 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 27257 members 
Mstep: Class 29 contains 191848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258712.000000 Penalty: 99558.382812
Iteration 297Q: 30 clusters Score -1.332587e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 18921 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216810 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 49995 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53733 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 36121 members 
Mstep: Class 17 contains 44056 members 
Mstep: Class 18 contains 55652 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5653 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42283 members 
Mstep: Class 23 contains 20626 members 
Mstep: Class 24 contains 26230 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27243 members 
Mstep: Class 29 contains 191813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258728.000000 Penalty: 99558.382812
Iteration 298Q: 30 clusters Score -1.332587e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 18919 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216846 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 49991 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53733 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 36124 members 
Mstep: Class 17 contains 44046 members 
Mstep: Class 18 contains 55646 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5651 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42291 members 
Mstep: Class 23 contains 20622 members 
Mstep: Class 24 contains 26224 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27239 members 
Mstep: Class 29 contains 191776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258704.000000 Penalty: 99558.382812
Iteration 299Q: 30 clusters Score -1.332587e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 18917 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216876 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 49989 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 53733 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 36122 members 
Mstep: Class 17 contains 44037 members 
Mstep: Class 18 contains 55639 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5649 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42300 members 
Mstep: Class 23 contains 20615 members 
Mstep: Class 24 contains 26219 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27232 members 
Mstep: Class 29 contains 191744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258664.000000 Penalty: 99558.382812
Iteration 300F: 30 clusters Score -1.332587e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14048 members 
Mstep: Class 4 contains 18917 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216902 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 49987 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 53729 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 36127 members 
Mstep: Class 17 contains 44030 members 
Mstep: Class 18 contains 55633 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5647 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42313 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 26208 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27222 members 
Mstep: Class 29 contains 191711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258728.000000 Penalty: 99558.382812
Iteration 301Q: 30 clusters Score -1.332587e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14071 members 
Mstep: Class 4 contains 18917 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216923 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187764 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 11 contains 49982 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 53720 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 36139 members 
Mstep: Class 17 contains 44025 members 
Mstep: Class 18 contains 55637 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42323 members 
Mstep: Class 23 contains 20612 members 
Mstep: Class 24 contains 26203 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27208 members 
Mstep: Class 29 contains 191679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258528.000000 Penalty: 99558.382812
Iteration 302Q: 30 clusters Score -1.332585e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14090 members 
Mstep: Class 4 contains 18914 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216928 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 49979 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 53719 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36144 members 
Mstep: Class 17 contains 44019 members 
Mstep: Class 18 contains 55638 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5645 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42332 members 
Mstep: Class 23 contains 20611 members 
Mstep: Class 24 contains 26197 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27201 members 
Mstep: Class 29 contains 191667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258456.000000 Penalty: 99558.382812
Iteration 303Q: 30 clusters Score -1.332585e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 18910 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216928 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187764 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 49978 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 53719 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 44005 members 
Mstep: Class 18 contains 55635 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5644 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42340 members 
Mstep: Class 23 contains 20607 members 
Mstep: Class 24 contains 26190 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27199 members 
Mstep: Class 29 contains 191663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258552.000000 Penalty: 99558.382812
Iteration 304Q: 30 clusters Score -1.332586e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216942 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 49976 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 53716 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36151 members 
Mstep: Class 17 contains 43989 members 
Mstep: Class 18 contains 55637 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5641 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42344 members 
Mstep: Class 23 contains 20609 members 
Mstep: Class 24 contains 26183 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27193 members 
Mstep: Class 29 contains 191652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258520.000000 Penalty: 99558.382812
Iteration 305Q: 30 clusters Score -1.332585e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14150 members 
Mstep: Class 4 contains 18900 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216956 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 49975 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 53719 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36152 members 
Mstep: Class 17 contains 43980 members 
Mstep: Class 18 contains 55635 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42352 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 26175 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27183 members 
Mstep: Class 29 contains 191647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258376.000000 Penalty: 99558.382812
Iteration 306Q: 30 clusters Score -1.332584e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216966 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 49974 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 53718 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36147 members 
Mstep: Class 17 contains 43974 members 
Mstep: Class 18 contains 55630 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42365 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 26166 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27170 members 
Mstep: Class 29 contains 191639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258432.000000 Penalty: 99558.382812
Iteration 307Q: 30 clusters Score -1.332584e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14199 members 
Mstep: Class 4 contains 18902 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216979 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187769 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 49976 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 53719 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36148 members 
Mstep: Class 17 contains 43967 members 
Mstep: Class 18 contains 55621 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5637 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42375 members 
Mstep: Class 23 contains 20605 members 
Mstep: Class 24 contains 26163 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27164 members 
Mstep: Class 29 contains 191617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258560.000000 Penalty: 99558.382812
Iteration 308Q: 30 clusters Score -1.332586e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14220 members 
Mstep: Class 4 contains 18900 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216986 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 49977 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36154 members 
Mstep: Class 17 contains 43961 members 
Mstep: Class 18 contains 55610 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5635 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42377 members 
Mstep: Class 23 contains 20601 members 
Mstep: Class 24 contains 26161 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27162 members 
Mstep: Class 29 contains 191603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258576.000000 Penalty: 99558.382812
Iteration 309Q: 30 clusters Score -1.332586e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14241 members 
Mstep: Class 4 contains 18900 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216984 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187776 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 49977 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 53725 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36162 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 55598 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5632 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42383 members 
Mstep: Class 23 contains 20602 members 
Mstep: Class 24 contains 26160 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27157 members 
Mstep: Class 29 contains 191588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258544.000000 Penalty: 99558.382812
Iteration 310Q: 30 clusters Score -1.332585e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14257 members 
Mstep: Class 4 contains 18900 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217000 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187781 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 49975 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 53726 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36168 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 55589 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42390 members 
Mstep: Class 23 contains 20601 members 
Mstep: Class 24 contains 26157 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27149 members 
Mstep: Class 29 contains 191560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258488.000000 Penalty: 99558.382812
Iteration 311Q: 30 clusters Score -1.332585e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 14274 members 
Mstep: Class 4 contains 18899 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217016 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187781 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 49971 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 36169 members 
Mstep: Class 17 contains 43951 members 
Mstep: Class 18 contains 55587 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42398 members 
Mstep: Class 23 contains 20601 members 
Mstep: Class 24 contains 26148 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27143 members 
Mstep: Class 29 contains 191545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258616.000000 Penalty: 99558.382812
Iteration 312Q: 30 clusters Score -1.332586e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 14287 members 
Mstep: Class 4 contains 18895 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217018 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187783 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3696 members 
Mstep: Class 11 contains 49970 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 36168 members 
Mstep: Class 17 contains 43941 members 
Mstep: Class 18 contains 55577 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42405 members 
Mstep: Class 23 contains 20602 members 
Mstep: Class 24 contains 26146 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 27137 members 
Mstep: Class 29 contains 191554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258488.000000 Penalty: 99558.382812
Iteration 313Q: 30 clusters Score -1.332585e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14299 members 
Mstep: Class 4 contains 18892 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217011 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187785 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 49969 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53722 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 36171 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 55571 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42411 members 
Mstep: Class 23 contains 20604 members 
Mstep: Class 24 contains 26142 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27128 members 
Mstep: Class 29 contains 191569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258456.000000 Penalty: 99558.382812
Iteration 314Q: 30 clusters Score -1.332585e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14305 members 
Mstep: Class 4 contains 18891 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217012 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187786 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3700 members 
Mstep: Class 11 contains 49967 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 16 contains 36169 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42419 members 
Mstep: Class 23 contains 20606 members 
Mstep: Class 24 contains 26142 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 27119 members 
Mstep: Class 29 contains 191574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258544.000000 Penalty: 99558.382812
Iteration 315Q: 30 clusters Score -1.332585e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14312 members 
Mstep: Class 4 contains 18889 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217011 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187787 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3704 members 
Mstep: Class 11 contains 49968 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 36169 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 55560 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42424 members 
Mstep: Class 23 contains 20607 members 
Mstep: Class 24 contains 26143 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27111 members 
Mstep: Class 29 contains 191571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258544.000000 Penalty: 99558.382812
Iteration 316Q: 30 clusters Score -1.332585e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14321 members 
Mstep: Class 4 contains 18886 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217008 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187786 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 49965 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 16 contains 36166 members 
Mstep: Class 17 contains 43909 members 
Mstep: Class 18 contains 55560 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42423 members 
Mstep: Class 23 contains 20609 members 
Mstep: Class 24 contains 26143 members 
Mstep: Class 25 contains 2073 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 27109 members 
Mstep: Class 29 contains 191576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258608.000000 Penalty: 99558.382812
Iteration 317Q: 30 clusters Score -1.332586e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14328 members 
Mstep: Class 4 contains 18881 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217007 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187784 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 49965 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 36165 members 
Mstep: Class 17 contains 43903 members 
Mstep: Class 18 contains 55563 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5629 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42420 members 
Mstep: Class 23 contains 20612 members 
Mstep: Class 24 contains 26144 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258480.000000 Penalty: 99558.382812
Iteration 318Q: 30 clusters Score -1.332585e+08 nChanged 133
Entering ConstructFrom: 
Score: -133258480.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -90968.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89165.328125 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -89165.33 nChanged 223
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: -89637.273438 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89637.27 nChanged 88
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: -89974.609375 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -89974.61 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90397.796875 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -90397.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91006.984375 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -91006.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91352.062500 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -91352.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91416.937500 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -91416.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91456.687500 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -91456.69 nChanged 5
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: -91473.867188 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -91473.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91491.843750 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -91491.84 nChanged 5
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: -91531.351562 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -91531.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91565.117188 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -91565.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91606.796875 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -91606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91701.367188 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -91701.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91741.359375 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -91741.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91741.359375 Penalty: 3330.228516
	Iteration 15F: 3 clusters Score -91741.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14339 members 
Mstep: Class 4 contains 18880 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217005 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187785 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 49961 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 36164 members 
Mstep: Class 17 contains 43898 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42416 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 26146 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191569 members 
Mstep: Class 30 contains 387 members 
Entering Unmasked Estep 
Score: -133257544.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133258480.000000 to -133257544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -1052978.250000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -1052978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1046322.562500 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -1046323 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1048162.750000 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -1048163 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1048486.687500 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -1048487 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1048773.625000 Penalty: 4473.573242
	Iteration 3F: 3 clusters Score -1048774 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1049026.750000 Penalty: 4473.573242
	Iteration 4F: 3 clusters Score -1049027 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1049280.875000 Penalty: 4473.573242
	Iteration 5Q: 3 clusters Score -1049281 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1049559.500000 Penalty: 4473.573242
	Iteration 6Q: 3 clusters Score -1049560 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1049815.250000 Penalty: 4473.573242
	Iteration 7F: 3 clusters Score -1049815 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1050066.750000 Penalty: 4473.573242
	Iteration 8Q: 3 clusters Score -1050067 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1050321.375000 Penalty: 4473.573242
	Iteration 9Q: 3 clusters Score -1050321 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1050570.875000 Penalty: 4473.573242
	Iteration 10Q: 3 clusters Score -1050571 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1050838.625000 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -1050839 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1051095.875000 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -1051096 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1051292.000000 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -1051292 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1051428.000000 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -1051428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1051523.125000 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -1051523 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1051595.625000 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -1051596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1051655.000000 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -1051655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1051692.125000 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -1051692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1051712.500000 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -1051712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1051723.750000 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -1051724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1051727.750000 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -1051728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1051733.250000 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -1051733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1051738.625000 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -1051739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1051742.375000 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -1051742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1051748.125000 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -1051748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1051752.750000 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -1051753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1051754.375000 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -1051754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1051757.250000 Penalty: 4473.573242
	Iteration 28Q: 3 clusters Score -1051757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1051761.000000 Penalty: 4473.573242
	Iteration 29Q: 3 clusters Score -1051761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1051761.750000 Penalty: 4473.573242
	Iteration 30Q: 3 clusters Score -1051762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1051763.250000 Penalty: 4473.573242
	Iteration 31Q: 3 clusters Score -1051763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1051763.250000 Penalty: 4473.573242
	Iteration 32F: 3 clusters Score -1051763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Entering Unmasked Estep 
Score: -1945040.375000 Penalty: 2373.543213
	Iteration 0F: 2 clusters Score -1945040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1934557.375000 Penalty: 4747.086426
	Iteration 0F: 3 clusters Score -1934557 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1937850.750000 Penalty: 4747.086426
	Iteration 1F: 3 clusters Score -1937851 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1938191.000000 Penalty: 4747.086426
	Iteration 2F: 3 clusters Score -1938191 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1938457.875000 Penalty: 4747.086426
	Iteration 3Q: 3 clusters Score -1938458 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1938685.625000 Penalty: 4747.086426
	Iteration 4Q: 3 clusters Score -1938686 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1938888.250000 Penalty: 4747.086426
	Iteration 5Q: 3 clusters Score -1938888 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1939095.000000 Penalty: 4747.086426
	Iteration 6Q: 3 clusters Score -1939095 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1939344.750000 Penalty: 4747.086426
	Iteration 7Q: 3 clusters Score -1939345 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1939665.125000 Penalty: 4747.086426
	Iteration 8Q: 3 clusters Score -1939665 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1940087.375000 Penalty: 4747.086426
	Iteration 9Q: 3 clusters Score -1940087 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1940570.250000 Penalty: 4747.086426
	Iteration 10F: 3 clusters Score -1940570 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1941123.750000 Penalty: 4747.086426
	Iteration 11Q: 3 clusters Score -1941124 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1941698.250000 Penalty: 4747.086426
	Iteration 12Q: 3 clusters Score -1941698 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1942164.375000 Penalty: 4747.086426
	Iteration 13Q: 3 clusters Score -1942164 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1942468.250000 Penalty: 4747.086426
	Iteration 14Q: 3 clusters Score -1942468 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1942645.000000 Penalty: 4747.086426
	Iteration 15Q: 3 clusters Score -1942645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1942755.000000 Penalty: 4747.086426
	Iteration 16Q: 3 clusters Score -1942755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1942836.625000 Penalty: 4747.086426
	Iteration 17Q: 3 clusters Score -1942837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1942882.625000 Penalty: 4747.086426
	Iteration 18Q: 3 clusters Score -1942883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1942916.875000 Penalty: 4747.086426
	Iteration 19Q: 3 clusters Score -1942917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1942942.125000 Penalty: 4747.086426
	Iteration 20F: 3 clusters Score -1942942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1942961.875000 Penalty: 4747.086426
	Iteration 21Q: 3 clusters Score -1942962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1942982.125000 Penalty: 4747.086426
	Iteration 22Q: 3 clusters Score -1942982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1942997.000000 Penalty: 4747.086426
	Iteration 23Q: 3 clusters Score -1942997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1943007.750000 Penalty: 4747.086426
	Iteration 24Q: 3 clusters Score -1943008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1943019.625000 Penalty: 4747.086426
	Iteration 25Q: 3 clusters Score -1943020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1943034.625000 Penalty: 4747.086426
	Iteration 26Q: 3 clusters Score -1943035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1943042.875000 Penalty: 4747.086426
	Iteration 27Q: 3 clusters Score -1943043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1943049.000000 Penalty: 4747.086426
	Iteration 28Q: 3 clusters Score -1943049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1943049.250000 Penalty: 4747.086426
	Iteration 29Q: 3 clusters Score -1943049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1943059.000000 Penalty: 4747.086426
	Iteration 30Q: 3 clusters Score -1943059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1943064.750000 Penalty: 4747.086426
	Iteration 31Q: 3 clusters Score -1943065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1943067.000000 Penalty: 4747.086426
	Iteration 32Q: 3 clusters Score -1943067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1943070.625000 Penalty: 4747.086426
	Iteration 33Q: 3 clusters Score -1943071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1943072.875000 Penalty: 4747.086426
	Iteration 34Q: 3 clusters Score -1943073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1943073.000000 Penalty: 4747.086426
	Iteration 35Q: 3 clusters Score -1943073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1943073.000000 Penalty: 4747.086426
	Iteration 36F: 3 clusters Score -1943073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Entering Unmasked Estep 
Score: -2546056.750000 Penalty: 2441.772949
	Iteration 0F: 2 clusters Score -2546057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2532727.000000 Penalty: 4883.545898
	Iteration 0F: 3 clusters Score -2532727 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2537282.250000 Penalty: 4883.545898
	Iteration 1F: 3 clusters Score -2537282 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2537827.250000 Penalty: 4883.545898
	Iteration 2F: 3 clusters Score -2537827 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2538283.750000 Penalty: 4883.545898
	Iteration 3F: 3 clusters Score -2538284 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2538683.000000 Penalty: 4883.545898
	Iteration 4Q: 3 clusters Score -2538683 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2539010.750000 Penalty: 4883.545898
	Iteration 5Q: 3 clusters Score -2539011 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2539294.500000 Penalty: 4883.545898
	Iteration 6Q: 3 clusters Score -2539294 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2539528.750000 Penalty: 4883.545898
	Iteration 7Q: 3 clusters Score -2539529 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2539784.750000 Penalty: 4883.545898
	Iteration 8Q: 3 clusters Score -2539785 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2540044.250000 Penalty: 4883.545898
	Iteration 9Q: 3 clusters Score -2540044 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2540387.750000 Penalty: 4883.545898
	Iteration 10Q: 3 clusters Score -2540388 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2540754.000000 Penalty: 4883.545898
	Iteration 11Q: 3 clusters Score -2540754 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2541142.750000 Penalty: 4883.545898
	Iteration 12Q: 3 clusters Score -2541143 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2541506.000000 Penalty: 4883.545898
	Iteration 13Q: 3 clusters Score -2541506 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2541851.500000 Penalty: 4883.545898
	Iteration 14Q: 3 clusters Score -2541852 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2542105.500000 Penalty: 4883.545898
	Iteration 15Q: 3 clusters Score -2542106 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2542288.000000 Penalty: 4883.545898
	Iteration 16Q: 3 clusters Score -2542288 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2542401.000000 Penalty: 4883.545898
	Iteration 17Q: 3 clusters Score -2542401 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2542492.000000 Penalty: 4883.545898
	Iteration 18Q: 3 clusters Score -2542492 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2542557.500000 Penalty: 4883.545898
	Iteration 19Q: 3 clusters Score -2542558 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2542625.000000 Penalty: 4883.545898
	Iteration 20F: 3 clusters Score -2542625 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2542677.500000 Penalty: 4883.545898
	Iteration 21Q: 3 clusters Score -2542678 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2542724.250000 Penalty: 4883.545898
	Iteration 22Q: 3 clusters Score -2542724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2542752.750000 Penalty: 4883.545898
	Iteration 23Q: 3 clusters Score -2542753 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2542791.000000 Penalty: 4883.545898
	Iteration 24Q: 3 clusters Score -2542791 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2542835.000000 Penalty: 4883.545898
	Iteration 25Q: 3 clusters Score -2542835 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2542880.000000 Penalty: 4883.545898
	Iteration 26Q: 3 clusters Score -2542880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2542923.500000 Penalty: 4883.545898
	Iteration 27Q: 3 clusters Score -2542924 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2542967.000000 Penalty: 4883.545898
	Iteration 28Q: 3 clusters Score -2542967 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2543022.750000 Penalty: 4883.545898
	Iteration 29Q: 3 clusters Score -2543023 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2543078.000000 Penalty: 4883.545898
	Iteration 30Q: 3 clusters Score -2543078 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2543144.500000 Penalty: 4883.545898
	Iteration 31Q: 3 clusters Score -2543144 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2543190.500000 Penalty: 4883.545898
	Iteration 32Q: 3 clusters Score -2543190 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2543224.500000 Penalty: 4883.545898
	Iteration 33Q: 3 clusters Score -2543224 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2543275.750000 Penalty: 4883.545898
	Iteration 34Q: 3 clusters Score -2543276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2543304.250000 Penalty: 4883.545898
	Iteration 35Q: 3 clusters Score -2543304 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2543340.500000 Penalty: 4883.545898
	Iteration 36Q: 3 clusters Score -2543340 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2543393.750000 Penalty: 4883.545898
	Iteration 37Q: 3 clusters Score -2543394 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2543452.250000 Penalty: 4883.545898
	Iteration 38Q: 3 clusters Score -2543452 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2543510.000000 Penalty: 4883.545898
	Iteration 39Q: 3 clusters Score -2543510 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2543577.000000 Penalty: 4883.545898
	Iteration 40F: 3 clusters Score -2543577 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2543636.500000 Penalty: 4883.545898
	Iteration 41Q: 3 clusters Score -2543636 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2543710.500000 Penalty: 4883.545898
	Iteration 42Q: 3 clusters Score -2543710 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2543778.000000 Penalty: 4883.545898
	Iteration 43Q: 3 clusters Score -2543778 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2543861.000000 Penalty: 4883.545898
	Iteration 44Q: 3 clusters Score -2543861 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2543971.250000 Penalty: 4883.545898
	Iteration 45Q: 3 clusters Score -2543971 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2544075.000000 Penalty: 4883.545898
	Iteration 46Q: 3 clusters Score -2544075 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2544165.750000 Penalty: 4883.545898
	Iteration 47Q: 3 clusters Score -2544166 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2544266.250000 Penalty: 4883.545898
	Iteration 48Q: 3 clusters Score -2544266 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2544379.500000 Penalty: 4883.545898
	Iteration 49Q: 3 clusters Score -2544380 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2544496.000000 Penalty: 4883.545898
	Iteration 50Q: 3 clusters Score -2544496 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2544599.250000 Penalty: 4883.545898
	Iteration 51Q: 3 clusters Score -2544599 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2544699.000000 Penalty: 4883.545898
	Iteration 52Q: 3 clusters Score -2544699 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2544790.000000 Penalty: 4883.545898
	Iteration 53Q: 3 clusters Score -2544790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2544854.000000 Penalty: 4883.545898
	Iteration 54Q: 3 clusters Score -2544854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2544885.750000 Penalty: 4883.545898
	Iteration 55Q: 3 clusters Score -2544886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2544938.000000 Penalty: 4883.545898
	Iteration 56Q: 3 clusters Score -2544938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2544960.250000 Penalty: 4883.545898
	Iteration 57Q: 3 clusters Score -2544960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2544975.000000 Penalty: 4883.545898
	Iteration 58Q: 3 clusters Score -2544975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2544990.750000 Penalty: 4883.545898
	Iteration 59Q: 3 clusters Score -2544991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2545001.250000 Penalty: 4883.545898
	Iteration 60F: 3 clusters Score -2545001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2545007.750000 Penalty: 4883.545898
	Iteration 61Q: 3 clusters Score -2545008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2545017.500000 Penalty: 4883.545898
	Iteration 62Q: 3 clusters Score -2545018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2545018.750000 Penalty: 4883.545898
	Iteration 63Q: 3 clusters Score -2545019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2545024.750000 Penalty: 4883.545898
	Iteration 64Q: 3 clusters Score -2545025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2545028.000000 Penalty: 4883.545898
	Iteration 65Q: 3 clusters Score -2545028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2545037.500000 Penalty: 4883.545898
	Iteration 66Q: 3 clusters Score -2545038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2545038.000000 Penalty: 4883.545898
	Iteration 67Q: 3 clusters Score -2545038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2545043.750000 Penalty: 4883.545898
	Iteration 68Q: 3 clusters Score -2545044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2545046.000000 Penalty: 4883.545898
	Iteration 69Q: 3 clusters Score -2545046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2545047.250000 Penalty: 4883.545898
	Iteration 70Q: 3 clusters Score -2545047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2545055.750000 Penalty: 4883.545898
	Iteration 71Q: 3 clusters Score -2545056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2545057.750000 Penalty: 4883.545898
	Iteration 72Q: 3 clusters Score -2545058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2545057.250000 Penalty: 4883.545898
	Iteration 73Q: 3 clusters Score -2545057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2545059.250000 Penalty: 4883.545898
	Iteration 74Q: 3 clusters Score -2545059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2545058.750000 Penalty: 4883.545898
	Iteration 75Q: 3 clusters Score -2545059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2545059.500000 Penalty: 4883.545898
	Iteration 76Q: 3 clusters Score -2545060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2545062.250000 Penalty: 4883.545898
	Iteration 77Q: 3 clusters Score -2545062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2545062.250000 Penalty: 4883.545898
	Iteration 78Q: 3 clusters Score -2545062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2545062.500000 Penalty: 4883.545898
	Iteration 79Q: 3 clusters Score -2545062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2545062.500000 Penalty: 4883.545898
	Iteration 80F: 3 clusters Score -2545062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -24013.107422 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -24013.11 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 139 members 
Entering Unmasked Estep 
Score: -22847.013672 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -22847.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23033.933594 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -23033.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23114.253906 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -23114.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23148.455078 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -23148.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23188.308594 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -23188.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23200.951172 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -23200.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23219.082031 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -23219.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23242.671875 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -23242.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23273.257812 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -23273.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23302.613281 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -23302.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23327.720703 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -23327.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23327.720703 Penalty: 2734.660645
	Iteration 11F: 3 clusters Score -23327.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (217005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217005 members 
Entering Unmasked Estep 
Score: -28792472.000000 Penalty: 3047.343506
	Iteration 0F: 2 clusters Score -2.879247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -28656646.000000 Penalty: 6094.687012
	Iteration 0F: 3 clusters Score -2.865665e+07 nChanged 104397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -28718396.000000 Penalty: 6094.687012
	Iteration 1F: 3 clusters Score -2.87184e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112599 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -28720368.000000 Penalty: 6094.687012
	Iteration 2Q: 3 clusters Score -2.872037e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -28723300.000000 Penalty: 6094.687012
	Iteration 3Q: 3 clusters Score -2.87233e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 97441 members 
Entering Unmasked Estep 
Score: -28728326.000000 Penalty: 6094.687012
	Iteration 4Q: 3 clusters Score -2.872833e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126210 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -28736696.000000 Penalty: 6094.687012
	Iteration 5F: 3 clusters Score -2.87367e+07 nChanged 16099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135221 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -28749494.000000 Penalty: 6094.687012
	Iteration 6F: 3 clusters Score -2.874949e+07 nChanged 16678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144505 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -28766246.000000 Penalty: 6094.687012
	Iteration 7F: 3 clusters Score -2.876625e+07 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -28779196.000000 Penalty: 6094.687012
	Iteration 8F: 3 clusters Score -2.87792e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -28783766.000000 Penalty: 6094.687012
	Iteration 9Q: 3 clusters Score -2.878377e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158049 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -28785320.000000 Penalty: 6094.687012
	Iteration 10Q: 3 clusters Score -2.878532e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -28786376.000000 Penalty: 6094.687012
	Iteration 11Q: 3 clusters Score -2.878638e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163389 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -28787242.000000 Penalty: 6094.687012
	Iteration 12Q: 3 clusters Score -2.878724e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -28787896.000000 Penalty: 6094.687012
	Iteration 13Q: 3 clusters Score -2.87879e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168224 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -28788546.000000 Penalty: 6094.687012
	Iteration 14Q: 3 clusters Score -2.878855e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170514 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -28789094.000000 Penalty: 6094.687012
	Iteration 15Q: 3 clusters Score -2.878909e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172664 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -28789614.000000 Penalty: 6094.687012
	Iteration 16Q: 3 clusters Score -2.878961e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174789 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -28789958.000000 Penalty: 6094.687012
	Iteration 17Q: 3 clusters Score -2.878996e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176839 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -28790278.000000 Penalty: 6094.687012
	Iteration 18Q: 3 clusters Score -2.879028e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178822 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -28790678.000000 Penalty: 6094.687012
	Iteration 19Q: 3 clusters Score -2.879068e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180731 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -28790896.000000 Penalty: 6094.687012
	Iteration 20F: 3 clusters Score -2.87909e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182602 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -28791138.000000 Penalty: 6094.687012
	Iteration 21Q: 3 clusters Score -2.879114e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184392 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -28791454.000000 Penalty: 6094.687012
	Iteration 22Q: 3 clusters Score -2.879145e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186095 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -28791734.000000 Penalty: 6094.687012
	Iteration 23Q: 3 clusters Score -2.879173e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187723 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -28792000.000000 Penalty: 6094.687012
	Iteration 24Q: 3 clusters Score -2.8792e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -28792068.000000 Penalty: 6094.687012
	Iteration 25Q: 3 clusters Score -2.879207e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190719 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -28792264.000000 Penalty: 6094.687012
	Iteration 26Q: 3 clusters Score -2.879226e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192187 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -28792384.000000 Penalty: 6094.687012
	Iteration 27Q: 3 clusters Score -2.879238e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193560 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -28792566.000000 Penalty: 6094.687012
	Iteration 28Q: 3 clusters Score -2.879257e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194770 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -28792616.000000 Penalty: 6094.687012
	Iteration 29Q: 3 clusters Score -2.879262e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195953 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -28792674.000000 Penalty: 6094.687012
	Iteration 30Q: 3 clusters Score -2.879267e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197121 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -28792646.000000 Penalty: 6094.687012
	Iteration 31Q: 3 clusters Score -2.879265e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198236 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -28792714.000000 Penalty: 6094.687012
	Iteration 32Q: 3 clusters Score -2.879271e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199286 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -28792588.000000 Penalty: 6094.687012
	Iteration 33Q: 3 clusters Score -2.879259e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200295 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -28792508.000000 Penalty: 6094.687012
	Iteration 34Q: 3 clusters Score -2.879251e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201225 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -28792568.000000 Penalty: 6094.687012
	Iteration 35Q: 3 clusters Score -2.879257e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202065 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -28792592.000000 Penalty: 6094.687012
	Iteration 36Q: 3 clusters Score -2.879259e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202879 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -28792524.000000 Penalty: 6094.687012
	Iteration 37Q: 3 clusters Score -2.879252e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203688 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -28792518.000000 Penalty: 6094.687012
	Iteration 38Q: 3 clusters Score -2.879252e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204452 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -28792560.000000 Penalty: 6094.687012
	Iteration 39Q: 3 clusters Score -2.879256e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205210 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -28792470.000000 Penalty: 6094.687012
	Iteration 40F: 3 clusters Score -2.879247e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205928 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -28792378.000000 Penalty: 6094.687012
	Iteration 41Q: 3 clusters Score -2.879238e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206574 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -28792304.000000 Penalty: 6094.687012
	Iteration 42Q: 3 clusters Score -2.87923e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207227 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -28792188.000000 Penalty: 6094.687012
	Iteration 43Q: 3 clusters Score -2.879219e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207861 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -28792168.000000 Penalty: 6094.687012
	Iteration 44Q: 3 clusters Score -2.879217e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208440 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -28792174.000000 Penalty: 6094.687012
	Iteration 45Q: 3 clusters Score -2.879217e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208959 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -28792106.000000 Penalty: 6094.687012
	Iteration 46Q: 3 clusters Score -2.879211e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209434 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -28791952.000000 Penalty: 6094.687012
	Iteration 47Q: 3 clusters Score -2.879195e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209881 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -28791798.000000 Penalty: 6094.687012
	Iteration 48Q: 3 clusters Score -2.87918e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210261 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -28791634.000000 Penalty: 6094.687012
	Iteration 49Q: 3 clusters Score -2.879163e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210618 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -28791578.000000 Penalty: 6094.687012
	Iteration 50Q: 3 clusters Score -2.879158e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210953 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -28791496.000000 Penalty: 6094.687012
	Iteration 51Q: 3 clusters Score -2.87915e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211245 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -28791476.000000 Penalty: 6094.687012
	Iteration 52Q: 3 clusters Score -2.879148e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211524 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -28791446.000000 Penalty: 6094.687012
	Iteration 53Q: 3 clusters Score -2.879145e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211796 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -28791388.000000 Penalty: 6094.687012
	Iteration 54Q: 3 clusters Score -2.879139e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212050 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -28791318.000000 Penalty: 6094.687012
	Iteration 55Q: 3 clusters Score -2.879132e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212282 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -28791208.000000 Penalty: 6094.687012
	Iteration 56Q: 3 clusters Score -2.879121e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212503 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -28791148.000000 Penalty: 6094.687012
	Iteration 57Q: 3 clusters Score -2.879115e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212728 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -28791120.000000 Penalty: 6094.687012
	Iteration 58Q: 3 clusters Score -2.879112e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212923 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -28791098.000000 Penalty: 6094.687012
	Iteration 59Q: 3 clusters Score -2.87911e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213107 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -28791076.000000 Penalty: 6094.687012
	Iteration 60F: 3 clusters Score -2.879108e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213284 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -28791016.000000 Penalty: 6094.687012
	Iteration 61Q: 3 clusters Score -2.879102e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213421 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -28791032.000000 Penalty: 6094.687012
	Iteration 62Q: 3 clusters Score -2.879103e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213547 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -28790942.000000 Penalty: 6094.687012
	Iteration 63Q: 3 clusters Score -2.879094e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213669 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -28790910.000000 Penalty: 6094.687012
	Iteration 64Q: 3 clusters Score -2.879091e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213792 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -28790862.000000 Penalty: 6094.687012
	Iteration 65Q: 3 clusters Score -2.879086e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213914 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -28790892.000000 Penalty: 6094.687012
	Iteration 66Q: 3 clusters Score -2.879089e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214033 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -28790876.000000 Penalty: 6094.687012
	Iteration 67Q: 3 clusters Score -2.879088e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214141 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -28790892.000000 Penalty: 6094.687012
	Iteration 68Q: 3 clusters Score -2.879089e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214239 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -28790862.000000 Penalty: 6094.687012
	Iteration 69Q: 3 clusters Score -2.879086e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214339 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -28790868.000000 Penalty: 6094.687012
	Iteration 70Q: 3 clusters Score -2.879087e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214426 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -28790840.000000 Penalty: 6094.687012
	Iteration 71Q: 3 clusters Score -2.879084e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214506 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -28790840.000000 Penalty: 6094.687012
	Iteration 72Q: 3 clusters Score -2.879084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214561 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -28790794.000000 Penalty: 6094.687012
	Iteration 73Q: 3 clusters Score -2.879079e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214617 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -28790804.000000 Penalty: 6094.687012
	Iteration 74Q: 3 clusters Score -2.87908e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214672 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -28790846.000000 Penalty: 6094.687012
	Iteration 75Q: 3 clusters Score -2.879085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214731 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -28790856.000000 Penalty: 6094.687012
	Iteration 76Q: 3 clusters Score -2.879086e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214789 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -28790870.000000 Penalty: 6094.687012
	Iteration 77Q: 3 clusters Score -2.879087e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214848 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -28790812.000000 Penalty: 6094.687012
	Iteration 78Q: 3 clusters Score -2.879081e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214903 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -28790848.000000 Penalty: 6094.687012
	Iteration 79Q: 3 clusters Score -2.879085e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214964 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -28790818.000000 Penalty: 6094.687012
	Iteration 80F: 3 clusters Score -2.879082e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215024 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -28790850.000000 Penalty: 6094.687012
	Iteration 81Q: 3 clusters Score -2.879085e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215074 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -28790842.000000 Penalty: 6094.687012
	Iteration 82Q: 3 clusters Score -2.879084e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215115 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -28790822.000000 Penalty: 6094.687012
	Iteration 83Q: 3 clusters Score -2.879082e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215157 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -28790786.000000 Penalty: 6094.687012
	Iteration 84Q: 3 clusters Score -2.879079e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215193 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -28790756.000000 Penalty: 6094.687012
	Iteration 85Q: 3 clusters Score -2.879076e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215227 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -28790760.000000 Penalty: 6094.687012
	Iteration 86Q: 3 clusters Score -2.879076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215256 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -28790778.000000 Penalty: 6094.687012
	Iteration 87Q: 3 clusters Score -2.879078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215282 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -28790776.000000 Penalty: 6094.687012
	Iteration 88Q: 3 clusters Score -2.879078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215302 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -28790758.000000 Penalty: 6094.687012
	Iteration 89Q: 3 clusters Score -2.879076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215333 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -28790750.000000 Penalty: 6094.687012
	Iteration 90Q: 3 clusters Score -2.879075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215355 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -28790702.000000 Penalty: 6094.687012
	Iteration 91Q: 3 clusters Score -2.87907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215372 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -28790726.000000 Penalty: 6094.687012
	Iteration 92Q: 3 clusters Score -2.879073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215394 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -28790746.000000 Penalty: 6094.687012
	Iteration 93Q: 3 clusters Score -2.879075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215413 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -28790748.000000 Penalty: 6094.687012
	Iteration 94Q: 3 clusters Score -2.879075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215429 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -28790716.000000 Penalty: 6094.687012
	Iteration 95Q: 3 clusters Score -2.879072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215445 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -28790684.000000 Penalty: 6094.687012
	Iteration 96Q: 3 clusters Score -2.879068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215462 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -28790686.000000 Penalty: 6094.687012
	Iteration 97Q: 3 clusters Score -2.879069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215478 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -28790684.000000 Penalty: 6094.687012
	Iteration 98Q: 3 clusters Score -2.879068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215494 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -28790714.000000 Penalty: 6094.687012
	Iteration 99Q: 3 clusters Score -2.879071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215516 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -28790702.000000 Penalty: 6094.687012
	Iteration 100F: 3 clusters Score -2.87907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215537 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -28790690.000000 Penalty: 6094.687012
	Iteration 101Q: 3 clusters Score -2.879069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215558 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -28790668.000000 Penalty: 6094.687012
	Iteration 102Q: 3 clusters Score -2.879067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215563 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -28790690.000000 Penalty: 6094.687012
	Iteration 103Q: 3 clusters Score -2.879069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215573 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -28790668.000000 Penalty: 6094.687012
	Iteration 104Q: 3 clusters Score -2.879067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215580 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -28790664.000000 Penalty: 6094.687012
	Iteration 105Q: 3 clusters Score -2.879066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215593 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -28790644.000000 Penalty: 6094.687012
	Iteration 106Q: 3 clusters Score -2.879064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215601 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -28790638.000000 Penalty: 6094.687012
	Iteration 107Q: 3 clusters Score -2.879064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215607 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -28790634.000000 Penalty: 6094.687012
	Iteration 108Q: 3 clusters Score -2.879063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215611 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -28790644.000000 Penalty: 6094.687012
	Iteration 109Q: 3 clusters Score -2.879064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215615 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -28790644.000000 Penalty: 6094.687012
	Iteration 110Q: 3 clusters Score -2.879064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215620 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -28790640.000000 Penalty: 6094.687012
	Iteration 111Q: 3 clusters Score -2.879064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215622 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -28790646.000000 Penalty: 6094.687012
	Iteration 112Q: 3 clusters Score -2.879065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215625 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -28790640.000000 Penalty: 6094.687012
	Iteration 113Q: 3 clusters Score -2.879064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215627 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -28790656.000000 Penalty: 6094.687012
	Iteration 114Q: 3 clusters Score -2.879066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215629 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -28790660.000000 Penalty: 6094.687012
	Iteration 115Q: 3 clusters Score -2.879066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215630 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -28790648.000000 Penalty: 6094.687012
	Iteration 116Q: 3 clusters Score -2.879065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215631 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -28790642.000000 Penalty: 6094.687012
	Iteration 117Q: 3 clusters Score -2.879064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215633 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -28790642.000000 Penalty: 6094.687012
	Iteration 118Q: 3 clusters Score -2.879064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215634 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -28790656.000000 Penalty: 6094.687012
	Iteration 119Q: 3 clusters Score -2.879066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215636 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -28790646.000000 Penalty: 6094.687012
	Iteration 120F: 3 clusters Score -2.879065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215640 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -28790656.000000 Penalty: 6094.687012
	Iteration 121Q: 3 clusters Score -2.879066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215642 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -28790646.000000 Penalty: 6094.687012
	Iteration 122Q: 3 clusters Score -2.879065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215642 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -28790646.000000 Penalty: 6094.687012
	Iteration 123F: 3 clusters Score -2.879065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57932.125000 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57932.12 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58295.867188 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58295.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58532.539062 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58532.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58860.531250 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -58860.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59165.441406 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -59165.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59574.421875 Penalty: 3150.039307
	Iteration 5F: 3 clusters Score -59574.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60007.531250 Penalty: 3150.039307
	Iteration 6F: 3 clusters Score -60007.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60182.757812 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -60182.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60283.417969 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -60283.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60304.648438 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60304.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60304.648438 Penalty: 3150.039307
	Iteration 10F: 3 clusters Score -60304.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14339 members 
Mstep: Class 4 contains 18880 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217005 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 8 contains 187785 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 49961 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 36164 members 
Mstep: Class 17 contains 43898 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42416 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 26146 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191569 members 
Mstep: Class 30 contains 394 members 
Entering Unmasked Estep 
Score: -133257448.000000 Penalty: 102991.429688
Splitting cluster 7 changes total score from -133258480.000000 to -133257448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (187785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187785 members 
Entering Unmasked Estep 
Score: -24833822.000000 Penalty: 3011.477051
	Iteration 0F: 2 clusters Score -2.483382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -24724592.000000 Penalty: 6022.954102
	Iteration 0F: 3 clusters Score -2.472459e+07 nChanged 90199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -24777044.000000 Penalty: 6022.954102
	Iteration 1F: 3 clusters Score -2.477704e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -24777776.000000 Penalty: 6022.954102
	Iteration 2Q: 3 clusters Score -2.477778e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -24778546.000000 Penalty: 6022.954102
	Iteration 3Q: 3 clusters Score -2.477855e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -24779604.000000 Penalty: 6022.954102
	Iteration 4Q: 3 clusters Score -2.47796e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -24780968.000000 Penalty: 6022.954102
	Iteration 5Q: 3 clusters Score -2.478097e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -24782886.000000 Penalty: 6022.954102
	Iteration 6Q: 3 clusters Score -2.478289e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -24785932.000000 Penalty: 6022.954102
	Iteration 7Q: 3 clusters Score -2.478593e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121939 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -24791310.000000 Penalty: 6022.954102
	Iteration 8F: 3 clusters Score -2.479131e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132278 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -24799064.000000 Penalty: 6022.954102
	Iteration 9F: 3 clusters Score -2.479906e+07 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -24808564.000000 Penalty: 6022.954102
	Iteration 10F: 3 clusters Score -2.480856e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -24816318.000000 Penalty: 6022.954102
	Iteration 11F: 3 clusters Score -2.481632e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155862 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -24821782.000000 Penalty: 6022.954102
	Iteration 12Q: 3 clusters Score -2.482178e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159527 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -24824590.000000 Penalty: 6022.954102
	Iteration 13Q: 3 clusters Score -2.482459e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162543 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -24826288.000000 Penalty: 6022.954102
	Iteration 14Q: 3 clusters Score -2.482629e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -24827214.000000 Penalty: 6022.954102
	Iteration 15Q: 3 clusters Score -2.482721e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167632 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -24827992.000000 Penalty: 6022.954102
	Iteration 16Q: 3 clusters Score -2.482799e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169941 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -24828466.000000 Penalty: 6022.954102
	Iteration 17Q: 3 clusters Score -2.482847e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172101 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -24829068.000000 Penalty: 6022.954102
	Iteration 18Q: 3 clusters Score -2.482907e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174213 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -24829702.000000 Penalty: 6022.954102
	Iteration 19Q: 3 clusters Score -2.48297e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176185 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -24830076.000000 Penalty: 6022.954102
	Iteration 20F: 3 clusters Score -2.483008e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177921 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -24830346.000000 Penalty: 6022.954102
	Iteration 21Q: 3 clusters Score -2.483035e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179558 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -24830514.000000 Penalty: 6022.954102
	Iteration 22Q: 3 clusters Score -2.483051e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180997 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -24830860.000000 Penalty: 6022.954102
	Iteration 23Q: 3 clusters Score -2.483086e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182206 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -24831146.000000 Penalty: 6022.954102
	Iteration 24Q: 3 clusters Score -2.483115e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183196 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -24831364.000000 Penalty: 6022.954102
	Iteration 25Q: 3 clusters Score -2.483136e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183953 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -24831444.000000 Penalty: 6022.954102
	Iteration 26Q: 3 clusters Score -2.483144e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184561 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -24831532.000000 Penalty: 6022.954102
	Iteration 27Q: 3 clusters Score -2.483153e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185022 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -24831514.000000 Penalty: 6022.954102
	Iteration 28Q: 3 clusters Score -2.483151e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185392 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -24831634.000000 Penalty: 6022.954102
	Iteration 29Q: 3 clusters Score -2.483163e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185644 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -24831710.000000 Penalty: 6022.954102
	Iteration 30Q: 3 clusters Score -2.483171e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185822 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -24831724.000000 Penalty: 6022.954102
	Iteration 31Q: 3 clusters Score -2.483172e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185967 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -24831740.000000 Penalty: 6022.954102
	Iteration 32Q: 3 clusters Score -2.483174e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186096 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -24831734.000000 Penalty: 6022.954102
	Iteration 33Q: 3 clusters Score -2.483173e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186203 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24831762.000000 Penalty: 6022.954102
	Iteration 34Q: 3 clusters Score -2.483176e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186285 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -24831762.000000 Penalty: 6022.954102
	Iteration 35Q: 3 clusters Score -2.483176e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186353 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -24831774.000000 Penalty: 6022.954102
	Iteration 36Q: 3 clusters Score -2.483177e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186404 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -24831832.000000 Penalty: 6022.954102
	Iteration 37Q: 3 clusters Score -2.483183e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186448 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -24831878.000000 Penalty: 6022.954102
	Iteration 38Q: 3 clusters Score -2.483188e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186476 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -24831856.000000 Penalty: 6022.954102
	Iteration 39Q: 3 clusters Score -2.483186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186502 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -24831860.000000 Penalty: 6022.954102
	Iteration 40F: 3 clusters Score -2.483186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186523 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -24831854.000000 Penalty: 6022.954102
	Iteration 41Q: 3 clusters Score -2.483185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186546 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -24831834.000000 Penalty: 6022.954102
	Iteration 42Q: 3 clusters Score -2.483183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186561 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -24831846.000000 Penalty: 6022.954102
	Iteration 43Q: 3 clusters Score -2.483185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186573 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -24831864.000000 Penalty: 6022.954102
	Iteration 44Q: 3 clusters Score -2.483186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186584 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -24831846.000000 Penalty: 6022.954102
	Iteration 45Q: 3 clusters Score -2.483185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186592 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -24831874.000000 Penalty: 6022.954102
	Iteration 46Q: 3 clusters Score -2.483187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186607 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -24831886.000000 Penalty: 6022.954102
	Iteration 47Q: 3 clusters Score -2.483189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186616 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -24831882.000000 Penalty: 6022.954102
	Iteration 48Q: 3 clusters Score -2.483188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186622 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -24831894.000000 Penalty: 6022.954102
	Iteration 49Q: 3 clusters Score -2.483189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186632 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -24831876.000000 Penalty: 6022.954102
	Iteration 50Q: 3 clusters Score -2.483188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186640 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -24831890.000000 Penalty: 6022.954102
	Iteration 51Q: 3 clusters Score -2.483189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186644 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -24831856.000000 Penalty: 6022.954102
	Iteration 52Q: 3 clusters Score -2.483186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186646 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -24831848.000000 Penalty: 6022.954102
	Iteration 53Q: 3 clusters Score -2.483185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186653 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -24831854.000000 Penalty: 6022.954102
	Iteration 54Q: 3 clusters Score -2.483185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186654 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -24831854.000000 Penalty: 6022.954102
	Iteration 55Q: 3 clusters Score -2.483185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186655 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -24831860.000000 Penalty: 6022.954102
	Iteration 56Q: 3 clusters Score -2.483186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186655 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -24831840.000000 Penalty: 6022.954102
	Iteration 57Q: 3 clusters Score -2.483184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186657 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -24831838.000000 Penalty: 6022.954102
	Iteration 58Q: 3 clusters Score -2.483184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186660 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -24831856.000000 Penalty: 6022.954102
	Iteration 59Q: 3 clusters Score -2.483186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186664 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -24831852.000000 Penalty: 6022.954102
	Iteration 60F: 3 clusters Score -2.483185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -24831864.000000 Penalty: 6022.954102
	Iteration 61Q: 3 clusters Score -2.483186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186671 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -24831868.000000 Penalty: 6022.954102
	Iteration 62Q: 3 clusters Score -2.483187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186675 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -24831862.000000 Penalty: 6022.954102
	Iteration 63Q: 3 clusters Score -2.483186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186678 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -24831872.000000 Penalty: 6022.954102
	Iteration 64Q: 3 clusters Score -2.483187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186685 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -24831852.000000 Penalty: 6022.954102
	Iteration 65Q: 3 clusters Score -2.483185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186688 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -24831856.000000 Penalty: 6022.954102
	Iteration 66Q: 3 clusters Score -2.483186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186689 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -24831854.000000 Penalty: 6022.954102
	Iteration 67Q: 3 clusters Score -2.483185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186692 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -24831850.000000 Penalty: 6022.954102
	Iteration 68Q: 3 clusters Score -2.483185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -24831846.000000 Penalty: 6022.954102
	Iteration 69Q: 3 clusters Score -2.483185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186698 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -24831850.000000 Penalty: 6022.954102
	Iteration 70Q: 3 clusters Score -2.483185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186698 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -24831842.000000 Penalty: 6022.954102
	Iteration 71Q: 3 clusters Score -2.483184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186698 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -24831842.000000 Penalty: 6022.954102
	Iteration 72F: 3 clusters Score -2.483184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -376626.218750 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -376626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -373178.906250 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -373178.9 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -373941.218750 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -373941.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -374185.375000 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -374185.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -374327.812500 Penalty: 4019.783203
	Iteration 3F: 3 clusters Score -374327.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -374430.125000 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -374430.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -374510.250000 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -374510.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -374602.500000 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -374602.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -374674.156250 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -374674.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -374732.093750 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -374732.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -374773.781250 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -374773.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -374807.125000 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -374807.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -374838.375000 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -374838.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -374876.562500 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -374876.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -374926.750000 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -374926.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -374972.500000 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -374972.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -375018.281250 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -375018.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -375065.500000 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -375065.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -375117.281250 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -375117.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -375161.062500 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -375161.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -375195.500000 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -375195.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -375229.375000 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -375229.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -375248.250000 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -375248.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -375262.156250 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -375262.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -375272.937500 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -375272.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -375279.593750 Penalty: 4019.783203
	Iteration 24Q: 3 clusters Score -375279.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -375284.625000 Penalty: 4019.783203
	Iteration 25Q: 3 clusters Score -375284.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -375291.656250 Penalty: 4019.783203
	Iteration 26Q: 3 clusters Score -375291.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -375304.125000 Penalty: 4019.783203
	Iteration 27Q: 3 clusters Score -375304.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -375319.468750 Penalty: 4019.783203
	Iteration 28Q: 3 clusters Score -375319.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -375334.593750 Penalty: 4019.783203
	Iteration 29Q: 3 clusters Score -375334.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -375343.437500 Penalty: 4019.783203
	Iteration 30Q: 3 clusters Score -375343.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -375351.531250 Penalty: 4019.783203
	Iteration 31Q: 3 clusters Score -375351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -375353.343750 Penalty: 4019.783203
	Iteration 32Q: 3 clusters Score -375353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -375355.531250 Penalty: 4019.783203
	Iteration 33Q: 3 clusters Score -375355.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -375359.531250 Penalty: 4019.783203
	Iteration 34Q: 3 clusters Score -375359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -375363.312500 Penalty: 4019.783203
	Iteration 35Q: 3 clusters Score -375363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -375369.875000 Penalty: 4019.783203
	Iteration 36Q: 3 clusters Score -375369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -375370.968750 Penalty: 4019.783203
	Iteration 37Q: 3 clusters Score -375371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -375370.656250 Penalty: 4019.783203
	Iteration 38Q: 3 clusters Score -375370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -375371.750000 Penalty: 4019.783203
	Iteration 39Q: 3 clusters Score -375371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -375371.750000 Penalty: 4019.783203
	Iteration 40F: 3 clusters Score -375371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -470635.437500 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -470635.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -466887.468750 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -466887.5 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -467673.562500 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -467673.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -467947.125000 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -467947.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -468163.125000 Penalty: 4078.120117
	Iteration 3F: 3 clusters Score -468163.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -468399.718750 Penalty: 4078.120117
	Iteration 4F: 3 clusters Score -468399.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -468615.781250 Penalty: 4078.120117
	Iteration 5F: 3 clusters Score -468615.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -468790.812500 Penalty: 4078.120117
	Iteration 6F: 3 clusters Score -468790.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -468949.156250 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -468949.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -469077.687500 Penalty: 4078.120117
	Iteration 8Q: 3 clusters Score -469077.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -469181.812500 Penalty: 4078.120117
	Iteration 9Q: 3 clusters Score -469181.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -469254.656250 Penalty: 4078.120117
	Iteration 10Q: 3 clusters Score -469254.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -469311.625000 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -469311.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -469347.875000 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -469347.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -469372.156250 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -469372.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -469389.656250 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -469389.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -469404.625000 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -469404.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -469412.718750 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -469412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -469416.343750 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -469416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -469418.750000 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -469418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -469419.937500 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -469419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -469420.687500 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -469420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -469421.968750 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -469422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -469422.500000 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -469422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -469424.406250 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -469424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -469424.250000 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -469424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -469424.250000 Penalty: 4078.120117
	Iteration 25F: 3 clusters Score -469424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Entering Unmasked Estep 
Score: -6198052.500000 Penalty: 2683.111572
	Iteration 0F: 2 clusters Score -6198052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6164594.500000 Penalty: 5366.223145
	Iteration 0F: 3 clusters Score -6164594 nChanged 23031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -6177406.000000 Penalty: 5366.223145
	Iteration 1F: 3 clusters Score -6177406 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -6178223.500000 Penalty: 5366.223145
	Iteration 2Q: 3 clusters Score -6178224 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -6179234.000000 Penalty: 5366.223145
	Iteration 3Q: 3 clusters Score -6179234 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -6180500.500000 Penalty: 5366.223145
	Iteration 4F: 3 clusters Score -6180500 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -6182289.000000 Penalty: 5366.223145
	Iteration 5F: 3 clusters Score -6182289 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -6184833.000000 Penalty: 5366.223145
	Iteration 6F: 3 clusters Score -6184833 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -6187642.000000 Penalty: 5366.223145
	Iteration 7F: 3 clusters Score -6187642 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -6190147.000000 Penalty: 5366.223145
	Iteration 8F: 3 clusters Score -6190147 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -6192040.500000 Penalty: 5366.223145
	Iteration 9Q: 3 clusters Score -6192040 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -6193279.000000 Penalty: 5366.223145
	Iteration 10Q: 3 clusters Score -6193279 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -6193983.500000 Penalty: 5366.223145
	Iteration 11Q: 3 clusters Score -6193984 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -6194407.000000 Penalty: 5366.223145
	Iteration 12Q: 3 clusters Score -6194407 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -6194757.000000 Penalty: 5366.223145
	Iteration 13Q: 3 clusters Score -6194757 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -6195069.500000 Penalty: 5366.223145
	Iteration 14Q: 3 clusters Score -6195070 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -6195385.500000 Penalty: 5366.223145
	Iteration 15Q: 3 clusters Score -6195386 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -6195654.500000 Penalty: 5366.223145
	Iteration 16Q: 3 clusters Score -6195654 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6195875.500000 Penalty: 5366.223145
	Iteration 17Q: 3 clusters Score -6195876 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6195995.000000 Penalty: 5366.223145
	Iteration 18Q: 3 clusters Score -6195995 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -6196070.500000 Penalty: 5366.223145
	Iteration 19Q: 3 clusters Score -6196070 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -6196115.500000 Penalty: 5366.223145
	Iteration 20F: 3 clusters Score -6196116 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -6196132.000000 Penalty: 5366.223145
	Iteration 21Q: 3 clusters Score -6196132 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -6196160.000000 Penalty: 5366.223145
	Iteration 22Q: 3 clusters Score -6196160 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -6196171.500000 Penalty: 5366.223145
	Iteration 23Q: 3 clusters Score -6196172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6196180.000000 Penalty: 5366.223145
	Iteration 24Q: 3 clusters Score -6196180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -6196187.500000 Penalty: 5366.223145
	Iteration 25Q: 3 clusters Score -6196188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -6196199.000000 Penalty: 5366.223145
	Iteration 26Q: 3 clusters Score -6196199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -6196208.000000 Penalty: 5366.223145
	Iteration 27Q: 3 clusters Score -6196208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -6196199.500000 Penalty: 5366.223145
	Iteration 28Q: 3 clusters Score -6196200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -6196213.500000 Penalty: 5366.223145
	Iteration 29Q: 3 clusters Score -6196214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -6196215.000000 Penalty: 5366.223145
	Iteration 30Q: 3 clusters Score -6196215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -6196216.500000 Penalty: 5366.223145
	Iteration 31Q: 3 clusters Score -6196216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -6196210.000000 Penalty: 5366.223145
	Iteration 32Q: 3 clusters Score -6196210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -6196217.000000 Penalty: 5366.223145
	Iteration 33Q: 3 clusters Score -6196217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -6196221.000000 Penalty: 5366.223145
	Iteration 34Q: 3 clusters Score -6196221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -6196217.500000 Penalty: 5366.223145
	Iteration 35Q: 3 clusters Score -6196218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -6196217.500000 Penalty: 5366.223145
	Iteration 36Q: 3 clusters Score -6196218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -6196210.000000 Penalty: 5366.223145
	Iteration 37Q: 3 clusters Score -6196210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -6196211.500000 Penalty: 5366.223145
	Iteration 38Q: 3 clusters Score -6196212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -6196211.500000 Penalty: 5366.223145
	Iteration 39Q: 3 clusters Score -6196212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -6196208.500000 Penalty: 5366.223145
	Iteration 40F: 3 clusters Score -6196208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -6196218.500000 Penalty: 5366.223145
	Iteration 41Q: 3 clusters Score -6196218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -6196212.500000 Penalty: 5366.223145
	Iteration 42Q: 3 clusters Score -6196212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -6196215.000000 Penalty: 5366.223145
	Iteration 43Q: 3 clusters Score -6196215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -6196224.500000 Penalty: 5366.223145
	Iteration 44Q: 3 clusters Score -6196224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -6196220.500000 Penalty: 5366.223145
	Iteration 45Q: 3 clusters Score -6196220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -6196226.000000 Penalty: 5366.223145
	Iteration 46Q: 3 clusters Score -6196226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -6196219.000000 Penalty: 5366.223145
	Iteration 47Q: 3 clusters Score -6196219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -6196219.000000 Penalty: 5366.223145
	Iteration 48F: 3 clusters Score -6196219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -269058.812500 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -269058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -266452.125000 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -266452.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -266897.031250 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -266897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -267032.718750 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -267032.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -267117.218750 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -267117.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267166.031250 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -267166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -267190.343750 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -267190.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -267205.531250 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -267205.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267213.906250 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -267213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -267217.625000 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -267217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -267219.000000 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -267219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267219.906250 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -267219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -267221.000000 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -267221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -267221.875000 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -267221.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -267221.875000 Penalty: 3784.227051
	Iteration 13F: 3 clusters Score -267221.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Entering Unmasked Estep 
Score: -7169400.000000 Penalty: 2701.134521
	Iteration 0F: 2 clusters Score -7169400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -7133326.000000 Penalty: 5402.269043
	Iteration 0F: 3 clusters Score -7133326 nChanged 24961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -7147102.500000 Penalty: 5402.269043
	Iteration 1F: 3 clusters Score -7147102 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -7147670.500000 Penalty: 5402.269043
	Iteration 2Q: 3 clusters Score -7147670 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -7148203.500000 Penalty: 5402.269043
	Iteration 3Q: 3 clusters Score -7148204 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -7148686.500000 Penalty: 5402.269043
	Iteration 4Q: 3 clusters Score -7148686 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -7149282.500000 Penalty: 5402.269043
	Iteration 5Q: 3 clusters Score -7149282 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -7149920.000000 Penalty: 5402.269043
	Iteration 6Q: 3 clusters Score -7149920 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -7150708.500000 Penalty: 5402.269043
	Iteration 7Q: 3 clusters Score -7150708 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -7151947.500000 Penalty: 5402.269043
	Iteration 8Q: 3 clusters Score -7151948 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -7153735.500000 Penalty: 5402.269043
	Iteration 9F: 3 clusters Score -7153736 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -7156190.500000 Penalty: 5402.269043
	Iteration 10F: 3 clusters Score -7156190 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -7158795.000000 Penalty: 5402.269043
	Iteration 11F: 3 clusters Score -7158795 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -7161253.500000 Penalty: 5402.269043
	Iteration 12F: 3 clusters Score -7161254 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -7163085.500000 Penalty: 5402.269043
	Iteration 13Q: 3 clusters Score -7163086 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -7164409.500000 Penalty: 5402.269043
	Iteration 14Q: 3 clusters Score -7164410 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -7165323.500000 Penalty: 5402.269043
	Iteration 15Q: 3 clusters Score -7165324 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -7165905.500000 Penalty: 5402.269043
	Iteration 16Q: 3 clusters Score -7165906 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -7166285.000000 Penalty: 5402.269043
	Iteration 17Q: 3 clusters Score -7166285 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -7166498.500000 Penalty: 5402.269043
	Iteration 18Q: 3 clusters Score -7166498 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -7166652.000000 Penalty: 5402.269043
	Iteration 19Q: 3 clusters Score -7166652 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -7166748.000000 Penalty: 5402.269043
	Iteration 20F: 3 clusters Score -7166748 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -7166815.500000 Penalty: 5402.269043
	Iteration 21Q: 3 clusters Score -7166816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -7166874.500000 Penalty: 5402.269043
	Iteration 22Q: 3 clusters Score -7166874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -7166923.000000 Penalty: 5402.269043
	Iteration 23Q: 3 clusters Score -7166923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -7166964.500000 Penalty: 5402.269043
	Iteration 24Q: 3 clusters Score -7166964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -7166985.000000 Penalty: 5402.269043
	Iteration 25Q: 3 clusters Score -7166985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7166996.000000 Penalty: 5402.269043
	Iteration 26Q: 3 clusters Score -7166996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -7167014.500000 Penalty: 5402.269043
	Iteration 27Q: 3 clusters Score -7167014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -7167024.000000 Penalty: 5402.269043
	Iteration 28Q: 3 clusters Score -7167024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -7167050.000000 Penalty: 5402.269043
	Iteration 29Q: 3 clusters Score -7167050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -7167046.000000 Penalty: 5402.269043
	Iteration 30Q: 3 clusters Score -7167046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -7167046.000000 Penalty: 5402.269043
	Iteration 31Q: 3 clusters Score -7167046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -7167062.000000 Penalty: 5402.269043
	Iteration 32Q: 3 clusters Score -7167062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -7167058.000000 Penalty: 5402.269043
	Iteration 33Q: 3 clusters Score -7167058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -7167062.000000 Penalty: 5402.269043
	Iteration 34Q: 3 clusters Score -7167062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -7167068.500000 Penalty: 5402.269043
	Iteration 35Q: 3 clusters Score -7167068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -7167072.000000 Penalty: 5402.269043
	Iteration 36Q: 3 clusters Score -7167072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -7167075.500000 Penalty: 5402.269043
	Iteration 37Q: 3 clusters Score -7167076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -7167080.500000 Penalty: 5402.269043
	Iteration 38Q: 3 clusters Score -7167080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -7167080.500000 Penalty: 5402.269043
	Iteration 39Q: 3 clusters Score -7167080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -7167083.500000 Penalty: 5402.269043
	Iteration 40F: 3 clusters Score -7167084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -7167090.000000 Penalty: 5402.269043
	Iteration 41Q: 3 clusters Score -7167090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -7167094.000000 Penalty: 5402.269043
	Iteration 42Q: 3 clusters Score -7167094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -7167091.000000 Penalty: 5402.269043
	Iteration 43Q: 3 clusters Score -7167091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7167098.500000 Penalty: 5402.269043
	Iteration 44Q: 3 clusters Score -7167098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7167099.500000 Penalty: 5402.269043
	Iteration 45Q: 3 clusters Score -7167100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -7167100.500000 Penalty: 5402.269043
	Iteration 46Q: 3 clusters Score -7167100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -7167110.000000 Penalty: 5402.269043
	Iteration 47Q: 3 clusters Score -7167110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -7167114.500000 Penalty: 5402.269043
	Iteration 48Q: 3 clusters Score -7167114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -7167114.500000 Penalty: 5402.269043
	Iteration 49F: 3 clusters Score -7167114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -57361.367188 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -57361.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55898.968750 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -55898.97 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56110.117188 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -56110.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56284.289062 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -56284.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56375.160156 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -56375.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56437.988281 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -56437.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56488.621094 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -56488.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56541.054688 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -56541.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56622.957031 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -56622.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56762.628906 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -56762.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56930.730469 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -56930.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57012.734375 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -57012.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57086.457031 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -57086.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57138.843750 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -57138.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57207.382812 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -57207.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57237.878906 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -57237.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57238.761719 Penalty: 3075.452393
	Iteration 15F: 3 clusters Score -57238.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57241.738281 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -57241.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57241.738281 Penalty: 3075.452393
	Iteration 17F: 3 clusters Score -57241.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Entering Unmasked Estep 
Score: -1095997.250000 Penalty: 2250.225342
	Iteration 0F: 2 clusters Score -1095997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1089066.250000 Penalty: 4500.450684
	Iteration 0F: 3 clusters Score -1089066 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1090993.750000 Penalty: 4500.450684
	Iteration 1F: 3 clusters Score -1090994 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1091310.625000 Penalty: 4500.450684
	Iteration 2F: 3 clusters Score -1091311 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1091604.250000 Penalty: 4500.450684
	Iteration 3F: 3 clusters Score -1091604 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1091924.875000 Penalty: 4500.450684
	Iteration 4Q: 3 clusters Score -1091925 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1092291.000000 Penalty: 4500.450684
	Iteration 5F: 3 clusters Score -1092291 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1092649.125000 Penalty: 4500.450684
	Iteration 6F: 3 clusters Score -1092649 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1092952.250000 Penalty: 4500.450684
	Iteration 7Q: 3 clusters Score -1092952 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1093258.000000 Penalty: 4500.450684
	Iteration 8Q: 3 clusters Score -1093258 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1093501.125000 Penalty: 4500.450684
	Iteration 9Q: 3 clusters Score -1093501 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1093680.000000 Penalty: 4500.450684
	Iteration 10Q: 3 clusters Score -1093680 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1093859.000000 Penalty: 4500.450684
	Iteration 11Q: 3 clusters Score -1093859 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1093998.500000 Penalty: 4500.450684
	Iteration 12Q: 3 clusters Score -1093998 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1094116.000000 Penalty: 4500.450684
	Iteration 13Q: 3 clusters Score -1094116 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1094205.250000 Penalty: 4500.450684
	Iteration 14Q: 3 clusters Score -1094205 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1094278.000000 Penalty: 4500.450684
	Iteration 15Q: 3 clusters Score -1094278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1094339.000000 Penalty: 4500.450684
	Iteration 16Q: 3 clusters Score -1094339 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1094395.250000 Penalty: 4500.450684
	Iteration 17Q: 3 clusters Score -1094395 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1094441.500000 Penalty: 4500.450684
	Iteration 18Q: 3 clusters Score -1094442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1094478.500000 Penalty: 4500.450684
	Iteration 19Q: 3 clusters Score -1094478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1094515.750000 Penalty: 4500.450684
	Iteration 20F: 3 clusters Score -1094516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1094545.625000 Penalty: 4500.450684
	Iteration 21Q: 3 clusters Score -1094546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1094578.625000 Penalty: 4500.450684
	Iteration 22Q: 3 clusters Score -1094579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1094602.750000 Penalty: 4500.450684
	Iteration 23Q: 3 clusters Score -1094603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1094632.750000 Penalty: 4500.450684
	Iteration 24Q: 3 clusters Score -1094633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1094655.500000 Penalty: 4500.450684
	Iteration 25Q: 3 clusters Score -1094656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1094673.875000 Penalty: 4500.450684
	Iteration 26Q: 3 clusters Score -1094674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1094692.375000 Penalty: 4500.450684
	Iteration 27Q: 3 clusters Score -1094692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1094708.250000 Penalty: 4500.450684
	Iteration 28Q: 3 clusters Score -1094708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1094718.750000 Penalty: 4500.450684
	Iteration 29Q: 3 clusters Score -1094719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1094729.625000 Penalty: 4500.450684
	Iteration 30Q: 3 clusters Score -1094730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1094731.375000 Penalty: 4500.450684
	Iteration 31Q: 3 clusters Score -1094731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1094734.000000 Penalty: 4500.450684
	Iteration 32Q: 3 clusters Score -1094734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1094735.125000 Penalty: 4500.450684
	Iteration 33Q: 3 clusters Score -1094735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1094735.750000 Penalty: 4500.450684
	Iteration 34Q: 3 clusters Score -1094736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1094736.875000 Penalty: 4500.450684
	Iteration 35Q: 3 clusters Score -1094737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1094738.500000 Penalty: 4500.450684
	Iteration 36Q: 3 clusters Score -1094738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1094737.125000 Penalty: 4500.450684
	Iteration 37Q: 3 clusters Score -1094737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1094739.375000 Penalty: 4500.450684
	Iteration 38Q: 3 clusters Score -1094739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1094742.625000 Penalty: 4500.450684
	Iteration 39Q: 3 clusters Score -1094743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1094741.875000 Penalty: 4500.450684
	Iteration 40F: 3 clusters Score -1094742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1094744.625000 Penalty: 4500.450684
	Iteration 41Q: 3 clusters Score -1094745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1094744.625000 Penalty: 4500.450684
	Iteration 42Q: 3 clusters Score -1094745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1094743.250000 Penalty: 4500.450684
	Iteration 43Q: 3 clusters Score -1094743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1094743.500000 Penalty: 4500.450684
	Iteration 44Q: 3 clusters Score -1094744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1094742.875000 Penalty: 4500.450684
	Iteration 45Q: 3 clusters Score -1094743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1094743.250000 Penalty: 4500.450684
	Iteration 46Q: 3 clusters Score -1094743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1094744.125000 Penalty: 4500.450684
	Iteration 47Q: 3 clusters Score -1094744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1094746.000000 Penalty: 4500.450684
	Iteration 48Q: 3 clusters Score -1094746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1094746.000000 Penalty: 4500.450684
	Iteration 49F: 3 clusters Score -1094746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Entering Unmasked Estep 
Score: -4874607.000000 Penalty: 2602.963135
	Iteration 0F: 2 clusters Score -4874607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4849940.500000 Penalty: 5205.926270
	Iteration 0F: 3 clusters Score -4849940 nChanged 16451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4858860.000000 Penalty: 5205.926270
	Iteration 1F: 3 clusters Score -4858860 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -4859268.000000 Penalty: 5205.926270
	Iteration 2Q: 3 clusters Score -4859268 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -4859659.000000 Penalty: 5205.926270
	Iteration 3Q: 3 clusters Score -4859659 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4859994.000000 Penalty: 5205.926270
	Iteration 4Q: 3 clusters Score -4859994 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4860330.000000 Penalty: 5205.926270
	Iteration 5Q: 3 clusters Score -4860330 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4860752.000000 Penalty: 5205.926270
	Iteration 6Q: 3 clusters Score -4860752 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4861248.000000 Penalty: 5205.926270
	Iteration 7Q: 3 clusters Score -4861248 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4861983.500000 Penalty: 5205.926270
	Iteration 8Q: 3 clusters Score -4861984 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -4863113.500000 Penalty: 5205.926270
	Iteration 9F: 3 clusters Score -4863114 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4864642.500000 Penalty: 5205.926270
	Iteration 10F: 3 clusters Score -4864642 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -4866641.000000 Penalty: 5205.926270
	Iteration 11F: 3 clusters Score -4866641 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4868790.000000 Penalty: 5205.926270
	Iteration 12F: 3 clusters Score -4868790 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4870489.500000 Penalty: 5205.926270
	Iteration 13Q: 3 clusters Score -4870490 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4871460.000000 Penalty: 5205.926270
	Iteration 14Q: 3 clusters Score -4871460 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4871947.000000 Penalty: 5205.926270
	Iteration 15Q: 3 clusters Score -4871947 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4872203.500000 Penalty: 5205.926270
	Iteration 16Q: 3 clusters Score -4872204 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -4872359.000000 Penalty: 5205.926270
	Iteration 17Q: 3 clusters Score -4872359 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4872417.500000 Penalty: 5205.926270
	Iteration 18Q: 3 clusters Score -4872418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4872457.000000 Penalty: 5205.926270
	Iteration 19Q: 3 clusters Score -4872457 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4872495.500000 Penalty: 5205.926270
	Iteration 20F: 3 clusters Score -4872496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4872513.500000 Penalty: 5205.926270
	Iteration 21Q: 3 clusters Score -4872514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4872526.500000 Penalty: 5205.926270
	Iteration 22Q: 3 clusters Score -4872526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4872534.500000 Penalty: 5205.926270
	Iteration 23Q: 3 clusters Score -4872534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4872537.000000 Penalty: 5205.926270
	Iteration 24Q: 3 clusters Score -4872537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -4872539.500000 Penalty: 5205.926270
	Iteration 25Q: 3 clusters Score -4872540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4872546.000000 Penalty: 5205.926270
	Iteration 26Q: 3 clusters Score -4872546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4872545.500000 Penalty: 5205.926270
	Iteration 27Q: 3 clusters Score -4872546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4872548.000000 Penalty: 5205.926270
	Iteration 28Q: 3 clusters Score -4872548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4872551.000000 Penalty: 5205.926270
	Iteration 29Q: 3 clusters Score -4872551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4872554.000000 Penalty: 5205.926270
	Iteration 30Q: 3 clusters Score -4872554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4872556.000000 Penalty: 5205.926270
	Iteration 31Q: 3 clusters Score -4872556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4872548.000000 Penalty: 5205.926270
	Iteration 32Q: 3 clusters Score -4872548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4872548.000000 Penalty: 5205.926270
	Iteration 33Q: 3 clusters Score -4872548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4872548.000000 Penalty: 5205.926270
	Iteration 34F: 3 clusters Score -4872548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Entering Unmasked Estep 
Score: -5860054.500000 Penalty: 2651.026611
	Iteration 0F: 2 clusters Score -5860054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -5830423.000000 Penalty: 5302.053223
	Iteration 0F: 3 clusters Score -5830423 nChanged 20245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -5841389.500000 Penalty: 5302.053223
	Iteration 1F: 3 clusters Score -5841390 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5841876.000000 Penalty: 5302.053223
	Iteration 2Q: 3 clusters Score -5841876 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5842339.500000 Penalty: 5302.053223
	Iteration 3Q: 3 clusters Score -5842340 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5842835.500000 Penalty: 5302.053223
	Iteration 4Q: 3 clusters Score -5842836 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -5843529.500000 Penalty: 5302.053223
	Iteration 5Q: 3 clusters Score -5843530 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -5844487.000000 Penalty: 5302.053223
	Iteration 6Q: 3 clusters Score -5844487 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -5845926.500000 Penalty: 5302.053223
	Iteration 7F: 3 clusters Score -5845926 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -5847912.500000 Penalty: 5302.053223
	Iteration 8F: 3 clusters Score -5847912 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -5850372.500000 Penalty: 5302.053223
	Iteration 9F: 3 clusters Score -5850372 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -5852700.000000 Penalty: 5302.053223
	Iteration 10F: 3 clusters Score -5852700 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -5854608.500000 Penalty: 5302.053223
	Iteration 11Q: 3 clusters Score -5854608 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5856071.000000 Penalty: 5302.053223
	Iteration 12Q: 3 clusters Score -5856071 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -5856818.000000 Penalty: 5302.053223
	Iteration 13Q: 3 clusters Score -5856818 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5857149.000000 Penalty: 5302.053223
	Iteration 14Q: 3 clusters Score -5857149 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -5857280.500000 Penalty: 5302.053223
	Iteration 15Q: 3 clusters Score -5857280 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5857354.000000 Penalty: 5302.053223
	Iteration 16Q: 3 clusters Score -5857354 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5857387.000000 Penalty: 5302.053223
	Iteration 17Q: 3 clusters Score -5857387 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -5857428.000000 Penalty: 5302.053223
	Iteration 18Q: 3 clusters Score -5857428 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5857449.000000 Penalty: 5302.053223
	Iteration 19Q: 3 clusters Score -5857449 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -5857485.000000 Penalty: 5302.053223
	Iteration 20F: 3 clusters Score -5857485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5857520.000000 Penalty: 5302.053223
	Iteration 21Q: 3 clusters Score -5857520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -5857544.500000 Penalty: 5302.053223
	Iteration 22Q: 3 clusters Score -5857544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5857546.500000 Penalty: 5302.053223
	Iteration 23Q: 3 clusters Score -5857546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5857563.000000 Penalty: 5302.053223
	Iteration 24Q: 3 clusters Score -5857563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5857576.500000 Penalty: 5302.053223
	Iteration 25Q: 3 clusters Score -5857576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -5857580.000000 Penalty: 5302.053223
	Iteration 26Q: 3 clusters Score -5857580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5857587.000000 Penalty: 5302.053223
	Iteration 27Q: 3 clusters Score -5857587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -5857601.500000 Penalty: 5302.053223
	Iteration 28Q: 3 clusters Score -5857602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -5857615.000000 Penalty: 5302.053223
	Iteration 29Q: 3 clusters Score -5857615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5857621.000000 Penalty: 5302.053223
	Iteration 30Q: 3 clusters Score -5857621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5857620.500000 Penalty: 5302.053223
	Iteration 31Q: 3 clusters Score -5857620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -5857642.500000 Penalty: 5302.053223
	Iteration 32Q: 3 clusters Score -5857642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5857678.500000 Penalty: 5302.053223
	Iteration 33Q: 3 clusters Score -5857678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5857676.500000 Penalty: 5302.053223
	Iteration 34Q: 3 clusters Score -5857676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5857690.500000 Penalty: 5302.053223
	Iteration 35Q: 3 clusters Score -5857690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -5857715.000000 Penalty: 5302.053223
	Iteration 36Q: 3 clusters Score -5857715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -5857721.500000 Penalty: 5302.053223
	Iteration 37Q: 3 clusters Score -5857722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -5857719.000000 Penalty: 5302.053223
	Iteration 38Q: 3 clusters Score -5857719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -5857733.500000 Penalty: 5302.053223
	Iteration 39Q: 3 clusters Score -5857734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5857752.000000 Penalty: 5302.053223
	Iteration 40F: 3 clusters Score -5857752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -5857758.000000 Penalty: 5302.053223
	Iteration 41Q: 3 clusters Score -5857758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -5857770.500000 Penalty: 5302.053223
	Iteration 42Q: 3 clusters Score -5857770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -5857781.500000 Penalty: 5302.053223
	Iteration 43Q: 3 clusters Score -5857782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -5857785.500000 Penalty: 5302.053223
	Iteration 44Q: 3 clusters Score -5857786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -5857793.000000 Penalty: 5302.053223
	Iteration 45Q: 3 clusters Score -5857793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5857801.500000 Penalty: 5302.053223
	Iteration 46Q: 3 clusters Score -5857802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -5857822.500000 Penalty: 5302.053223
	Iteration 47Q: 3 clusters Score -5857822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -5857814.500000 Penalty: 5302.053223
	Iteration 48Q: 3 clusters Score -5857814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -5857829.000000 Penalty: 5302.053223
	Iteration 49Q: 3 clusters Score -5857829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5857840.500000 Penalty: 5302.053223
	Iteration 50Q: 3 clusters Score -5857840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5857860.000000 Penalty: 5302.053223
	Iteration 51Q: 3 clusters Score -5857860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -5857865.500000 Penalty: 5302.053223
	Iteration 52Q: 3 clusters Score -5857866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -5857853.500000 Penalty: 5302.053223
	Iteration 53Q: 3 clusters Score -5857854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5857879.500000 Penalty: 5302.053223
	Iteration 54Q: 3 clusters Score -5857880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -5857890.000000 Penalty: 5302.053223
	Iteration 55Q: 3 clusters Score -5857890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5857892.000000 Penalty: 5302.053223
	Iteration 56Q: 3 clusters Score -5857892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -5857897.000000 Penalty: 5302.053223
	Iteration 57Q: 3 clusters Score -5857897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5857904.000000 Penalty: 5302.053223
	Iteration 58Q: 3 clusters Score -5857904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5857904.000000 Penalty: 5302.053223
	Iteration 59Q: 3 clusters Score -5857904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5857916.500000 Penalty: 5302.053223
	Iteration 60F: 3 clusters Score -5857916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5857914.000000 Penalty: 5302.053223
	Iteration 61Q: 3 clusters Score -5857914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -5857931.000000 Penalty: 5302.053223
	Iteration 62Q: 3 clusters Score -5857931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5857927.500000 Penalty: 5302.053223
	Iteration 63Q: 3 clusters Score -5857928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5857928.000000 Penalty: 5302.053223
	Iteration 64Q: 3 clusters Score -5857928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5857936.000000 Penalty: 5302.053223
	Iteration 65Q: 3 clusters Score -5857936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5857934.000000 Penalty: 5302.053223
	Iteration 66Q: 3 clusters Score -5857934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -5857938.500000 Penalty: 5302.053223
	Iteration 67Q: 3 clusters Score -5857938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5857947.000000 Penalty: 5302.053223
	Iteration 68Q: 3 clusters Score -5857947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5857943.000000 Penalty: 5302.053223
	Iteration 69Q: 3 clusters Score -5857943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -5857952.500000 Penalty: 5302.053223
	Iteration 70Q: 3 clusters Score -5857952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -5857949.500000 Penalty: 5302.053223
	Iteration 71Q: 3 clusters Score -5857950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5857949.500000 Penalty: 5302.053223
	Iteration 72Q: 3 clusters Score -5857950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -5857951.500000 Penalty: 5302.053223
	Iteration 73Q: 3 clusters Score -5857952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5857951.000000 Penalty: 5302.053223
	Iteration 74Q: 3 clusters Score -5857951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5857945.500000 Penalty: 5302.053223
	Iteration 75Q: 3 clusters Score -5857946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -5857948.500000 Penalty: 5302.053223
	Iteration 76Q: 3 clusters Score -5857948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5857961.500000 Penalty: 5302.053223
	Iteration 77Q: 3 clusters Score -5857962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -5857960.500000 Penalty: 5302.053223
	Iteration 78Q: 3 clusters Score -5857960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -5857959.000000 Penalty: 5302.053223
	Iteration 79Q: 3 clusters Score -5857959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5857954.000000 Penalty: 5302.053223
	Iteration 80F: 3 clusters Score -5857954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -5857957.000000 Penalty: 5302.053223
	Iteration 81Q: 3 clusters Score -5857957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5857953.500000 Penalty: 5302.053223
	Iteration 82Q: 3 clusters Score -5857954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5857953.000000 Penalty: 5302.053223
	Iteration 83Q: 3 clusters Score -5857953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5857953.000000 Penalty: 5302.053223
	Iteration 84F: 3 clusters Score -5857953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Entering Unmasked Estep 
Score: -7299547.500000 Penalty: 2709.480957
	Iteration 0F: 2 clusters Score -7299548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -7262279.500000 Penalty: 5418.961914
	Iteration 0F: 3 clusters Score -7262280 nChanged 25658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -7276244.500000 Penalty: 5418.961914
	Iteration 1F: 3 clusters Score -7276244 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -7276761.500000 Penalty: 5418.961914
	Iteration 2Q: 3 clusters Score -7276762 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -7277274.500000 Penalty: 5418.961914
	Iteration 3Q: 3 clusters Score -7277274 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -7277802.000000 Penalty: 5418.961914
	Iteration 4Q: 3 clusters Score -7277802 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -7278461.000000 Penalty: 5418.961914
	Iteration 5Q: 3 clusters Score -7278461 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -7279241.500000 Penalty: 5418.961914
	Iteration 6Q: 3 clusters Score -7279242 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -7280432.500000 Penalty: 5418.961914
	Iteration 7Q: 3 clusters Score -7280432 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -7282218.000000 Penalty: 5418.961914
	Iteration 8F: 3 clusters Score -7282218 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -7284630.000000 Penalty: 5418.961914
	Iteration 9F: 3 clusters Score -7284630 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7287300.000000 Penalty: 5418.961914
	Iteration 10F: 3 clusters Score -7287300 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -7289847.500000 Penalty: 5418.961914
	Iteration 11F: 3 clusters Score -7289848 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -7291911.000000 Penalty: 5418.961914
	Iteration 12Q: 3 clusters Score -7291911 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -7293389.000000 Penalty: 5418.961914
	Iteration 13Q: 3 clusters Score -7293389 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -7294226.000000 Penalty: 5418.961914
	Iteration 14Q: 3 clusters Score -7294226 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -7294758.500000 Penalty: 5418.961914
	Iteration 15Q: 3 clusters Score -7294758 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -7295109.500000 Penalty: 5418.961914
	Iteration 16Q: 3 clusters Score -7295110 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -7295355.000000 Penalty: 5418.961914
	Iteration 17Q: 3 clusters Score -7295355 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -7295612.000000 Penalty: 5418.961914
	Iteration 18Q: 3 clusters Score -7295612 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7295808.500000 Penalty: 5418.961914
	Iteration 19Q: 3 clusters Score -7295808 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -7296009.000000 Penalty: 5418.961914
	Iteration 20F: 3 clusters Score -7296009 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -7296190.000000 Penalty: 5418.961914
	Iteration 21Q: 3 clusters Score -7296190 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -7296357.000000 Penalty: 5418.961914
	Iteration 22Q: 3 clusters Score -7296357 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -7296525.000000 Penalty: 5418.961914
	Iteration 23Q: 3 clusters Score -7296525 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -7296671.500000 Penalty: 5418.961914
	Iteration 24Q: 3 clusters Score -7296672 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -7296876.500000 Penalty: 5418.961914
	Iteration 25Q: 3 clusters Score -7296876 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -7297029.500000 Penalty: 5418.961914
	Iteration 26Q: 3 clusters Score -7297030 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -7297125.000000 Penalty: 5418.961914
	Iteration 27Q: 3 clusters Score -7297125 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -7297214.000000 Penalty: 5418.961914
	Iteration 28Q: 3 clusters Score -7297214 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -7297264.500000 Penalty: 5418.961914
	Iteration 29Q: 3 clusters Score -7297264 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7297311.500000 Penalty: 5418.961914
	Iteration 30Q: 3 clusters Score -7297312 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -7297327.500000 Penalty: 5418.961914
	Iteration 31Q: 3 clusters Score -7297328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -7297357.500000 Penalty: 5418.961914
	Iteration 32Q: 3 clusters Score -7297358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -7297392.000000 Penalty: 5418.961914
	Iteration 33Q: 3 clusters Score -7297392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -7297418.000000 Penalty: 5418.961914
	Iteration 34Q: 3 clusters Score -7297418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -7297437.000000 Penalty: 5418.961914
	Iteration 35Q: 3 clusters Score -7297437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -7297438.500000 Penalty: 5418.961914
	Iteration 36Q: 3 clusters Score -7297438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -7297443.500000 Penalty: 5418.961914
	Iteration 37Q: 3 clusters Score -7297444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -7297456.000000 Penalty: 5418.961914
	Iteration 38Q: 3 clusters Score -7297456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -7297457.000000 Penalty: 5418.961914
	Iteration 39Q: 3 clusters Score -7297457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -7297465.500000 Penalty: 5418.961914
	Iteration 40F: 3 clusters Score -7297466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -7297476.500000 Penalty: 5418.961914
	Iteration 41Q: 3 clusters Score -7297476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -7297480.000000 Penalty: 5418.961914
	Iteration 42Q: 3 clusters Score -7297480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -7297484.000000 Penalty: 5418.961914
	Iteration 43Q: 3 clusters Score -7297484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -7297491.000000 Penalty: 5418.961914
	Iteration 44Q: 3 clusters Score -7297491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -7297491.000000 Penalty: 5418.961914
	Iteration 45Q: 3 clusters Score -7297491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -7297502.500000 Penalty: 5418.961914
	Iteration 46Q: 3 clusters Score -7297502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -7297499.000000 Penalty: 5418.961914
	Iteration 47Q: 3 clusters Score -7297499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -7297503.500000 Penalty: 5418.961914
	Iteration 48Q: 3 clusters Score -7297504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -7297512.000000 Penalty: 5418.961914
	Iteration 49Q: 3 clusters Score -7297512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -7297517.500000 Penalty: 5418.961914
	Iteration 50Q: 3 clusters Score -7297518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -7297527.500000 Penalty: 5418.961914
	Iteration 51Q: 3 clusters Score -7297528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -7297529.500000 Penalty: 5418.961914
	Iteration 52Q: 3 clusters Score -7297530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -7297539.500000 Penalty: 5418.961914
	Iteration 53Q: 3 clusters Score -7297540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -7297534.500000 Penalty: 5418.961914
	Iteration 54Q: 3 clusters Score -7297534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -7297548.000000 Penalty: 5418.961914
	Iteration 55Q: 3 clusters Score -7297548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -7297554.000000 Penalty: 5418.961914
	Iteration 56Q: 3 clusters Score -7297554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -7297555.000000 Penalty: 5418.961914
	Iteration 57Q: 3 clusters Score -7297555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -7297552.000000 Penalty: 5418.961914
	Iteration 58Q: 3 clusters Score -7297552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -7297563.500000 Penalty: 5418.961914
	Iteration 59Q: 3 clusters Score -7297564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -7297565.000000 Penalty: 5418.961914
	Iteration 60F: 3 clusters Score -7297565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -7297569.000000 Penalty: 5418.961914
	Iteration 61Q: 3 clusters Score -7297569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -7297573.500000 Penalty: 5418.961914
	Iteration 62Q: 3 clusters Score -7297574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -7297570.000000 Penalty: 5418.961914
	Iteration 63Q: 3 clusters Score -7297570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -7297560.500000 Penalty: 5418.961914
	Iteration 64Q: 3 clusters Score -7297560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -7297571.000000 Penalty: 5418.961914
	Iteration 65Q: 3 clusters Score -7297571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7297567.500000 Penalty: 5418.961914
	Iteration 66Q: 3 clusters Score -7297568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7297570.500000 Penalty: 5418.961914
	Iteration 67Q: 3 clusters Score -7297570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7297569.500000 Penalty: 5418.961914
	Iteration 68Q: 3 clusters Score -7297570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7297570.000000 Penalty: 5418.961914
	Iteration 69Q: 3 clusters Score -7297570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7297575.000000 Penalty: 5418.961914
	Iteration 70Q: 3 clusters Score -7297575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7297575.000000 Penalty: 5418.961914
	Iteration 71F: 3 clusters Score -7297575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -431858.250000 Penalty: 2018.942871
	Iteration 0F: 2 clusters Score -431858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -428354.437500 Penalty: 4037.885742
	Iteration 0F: 3 clusters Score -428354.4 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -429112.593750 Penalty: 4037.885742
	Iteration 1F: 3 clusters Score -429112.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -429360.406250 Penalty: 4037.885742
	Iteration 2F: 3 clusters Score -429360.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -429595.218750 Penalty: 4037.885742
	Iteration 3F: 3 clusters Score -429595.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -429829.937500 Penalty: 4037.885742
	Iteration 4F: 3 clusters Score -429829.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -430199.968750 Penalty: 4037.885742
	Iteration 5F: 3 clusters Score -430200 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -430921.875000 Penalty: 4037.885742
	Iteration 6F: 3 clusters Score -430921.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -431740.312500 Penalty: 4037.885742
	Iteration 7F: 3 clusters Score -431740.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -432194.281250 Penalty: 4037.885742
	Iteration 8F: 3 clusters Score -432194.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -432334.562500 Penalty: 4037.885742
	Iteration 9Q: 3 clusters Score -432334.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -432379.031250 Penalty: 4037.885742
	Iteration 10Q: 3 clusters Score -432379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -432399.250000 Penalty: 4037.885742
	Iteration 11Q: 3 clusters Score -432399.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -432412.750000 Penalty: 4037.885742
	Iteration 12Q: 3 clusters Score -432412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -432419.468750 Penalty: 4037.885742
	Iteration 13Q: 3 clusters Score -432419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -432419.781250 Penalty: 4037.885742
	Iteration 14Q: 3 clusters Score -432419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -432420.531250 Penalty: 4037.885742
	Iteration 15Q: 3 clusters Score -432420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -432421.000000 Penalty: 4037.885742
	Iteration 16Q: 3 clusters Score -432421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -432421.000000 Penalty: 4037.885742
	Iteration 17F: 3 clusters Score -432421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14339 members 
Mstep: Class 4 contains 18880 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217005 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187785 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 49961 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 36164 members 
Mstep: Class 17 contains 43898 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42416 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 26146 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191569 members 
Mstep: Class 30 contains 2019 members 
Entering Unmasked Estep 
Score: -133257704.000000 Penalty: 102991.429688
Splitting cluster 19 changes total score from -133258480.000000 to -133257704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -769152.437500 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -769152.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -764211.312500 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -764211.3 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -765344.312500 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -765344.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -765513.625000 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -765513.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -765608.812500 Penalty: 4283.036133
	Iteration 3Q: 3 clusters Score -765608.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -765688.687500 Penalty: 4283.036133
	Iteration 4Q: 3 clusters Score -765688.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -765752.625000 Penalty: 4283.036133
	Iteration 5Q: 3 clusters Score -765752.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -765796.750000 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -765796.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -765832.187500 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -765832.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -765870.687500 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -765870.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -765910.062500 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -765910.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -765947.375000 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -765947.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -765982.875000 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -765982.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -766014.562500 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -766014.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -766043.500000 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -766043.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -766077.125000 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -766077.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -766106.437500 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -766106.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -766150.312500 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -766150.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -766203.062500 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -766203.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -766261.187500 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -766261.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -766336.062500 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -766336.1 nChanged 141
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: -766415.500000 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -766415.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -766504.187500 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -766504.2 nChanged 140
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: -766591.687500 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -766591.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -766684.437500 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -766684.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -766766.562500 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -766766.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -766834.875000 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -766834.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -766895.250000 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -766895.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -766943.875000 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -766943.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -766981.437500 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -766981.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -767019.312500 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -767019.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -767053.250000 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -767053.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -767081.750000 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -767081.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -767104.250000 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -767104.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -767121.812500 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -767121.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -767134.625000 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -767134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -767145.375000 Penalty: 4283.036133
	Iteration 35Q: 3 clusters Score -767145.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -767158.500000 Penalty: 4283.036133
	Iteration 36Q: 3 clusters Score -767158.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -767174.000000 Penalty: 4283.036133
	Iteration 37Q: 3 clusters Score -767174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -767181.500000 Penalty: 4283.036133
	Iteration 38Q: 3 clusters Score -767181.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -767194.312500 Penalty: 4283.036133
	Iteration 39Q: 3 clusters Score -767194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -767204.375000 Penalty: 4283.036133
	Iteration 40F: 3 clusters Score -767204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -767213.875000 Penalty: 4283.036133
	Iteration 41Q: 3 clusters Score -767213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -767218.125000 Penalty: 4283.036133
	Iteration 42Q: 3 clusters Score -767218.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -767223.375000 Penalty: 4283.036133
	Iteration 43Q: 3 clusters Score -767223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -767228.375000 Penalty: 4283.036133
	Iteration 44Q: 3 clusters Score -767228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -767232.562500 Penalty: 4283.036133
	Iteration 45Q: 3 clusters Score -767232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -767238.187500 Penalty: 4283.036133
	Iteration 46Q: 3 clusters Score -767238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -767241.750000 Penalty: 4283.036133
	Iteration 47Q: 3 clusters Score -767241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -767245.000000 Penalty: 4283.036133
	Iteration 48Q: 3 clusters Score -767245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -767245.000000 Penalty: 4283.036133
	Iteration 49Q: 3 clusters Score -767245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -767247.312500 Penalty: 4283.036133
	Iteration 50Q: 3 clusters Score -767247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -767247.312500 Penalty: 4283.036133
	Iteration 51Q: 3 clusters Score -767247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -767248.375000 Penalty: 4283.036133
	Iteration 52Q: 3 clusters Score -767248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -767248.375000 Penalty: 4283.036133
	Iteration 53F: 3 clusters Score -767248.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 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 136 members 
Entering Unmasked Estep 
Score: -23483.941406 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23483.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23643.601562 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23672.765625 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -23672.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23691.144531 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23691.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23714.453125 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23714.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23733.644531 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -23733.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23749.630859 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -23749.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23760.691406 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -23760.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23760.691406 Penalty: 2773.129639
	Iteration 8F: 3 clusters Score -23760.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Entering Unmasked Estep 
Score: -5505826.500000 Penalty: 2642.509766
	Iteration 0F: 2 clusters Score -5505826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -5477086.500000 Penalty: 5285.019531
	Iteration 0F: 3 clusters Score -5477086 nChanged 19427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5487814.000000 Penalty: 5285.019531
	Iteration 1F: 3 clusters Score -5487814 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5488269.500000 Penalty: 5285.019531
	Iteration 2Q: 3 clusters Score -5488270 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5488687.500000 Penalty: 5285.019531
	Iteration 3Q: 3 clusters Score -5488688 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -5489134.500000 Penalty: 5285.019531
	Iteration 4Q: 3 clusters Score -5489134 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -5489627.500000 Penalty: 5285.019531
	Iteration 5Q: 3 clusters Score -5489628 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5490266.500000 Penalty: 5285.019531
	Iteration 6Q: 3 clusters Score -5490266 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5491101.000000 Penalty: 5285.019531
	Iteration 7Q: 3 clusters Score -5491101 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5492151.000000 Penalty: 5285.019531
	Iteration 8Q: 3 clusters Score -5492151 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -5493438.000000 Penalty: 5285.019531
	Iteration 9Q: 3 clusters Score -5493438 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -5494744.500000 Penalty: 5285.019531
	Iteration 10F: 3 clusters Score -5494744 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5495927.000000 Penalty: 5285.019531
	Iteration 11F: 3 clusters Score -5495927 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -5497002.500000 Penalty: 5285.019531
	Iteration 12Q: 3 clusters Score -5497002 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -5497811.500000 Penalty: 5285.019531
	Iteration 13Q: 3 clusters Score -5497812 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -5498467.500000 Penalty: 5285.019531
	Iteration 14Q: 3 clusters Score -5498468 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -5498984.500000 Penalty: 5285.019531
	Iteration 15Q: 3 clusters Score -5498984 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -5499398.000000 Penalty: 5285.019531
	Iteration 16Q: 3 clusters Score -5499398 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -5499719.500000 Penalty: 5285.019531
	Iteration 17Q: 3 clusters Score -5499720 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -5500027.000000 Penalty: 5285.019531
	Iteration 18Q: 3 clusters Score -5500027 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -5500313.500000 Penalty: 5285.019531
	Iteration 19Q: 3 clusters Score -5500314 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -5500603.500000 Penalty: 5285.019531
	Iteration 20F: 3 clusters Score -5500604 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -5500851.000000 Penalty: 5285.019531
	Iteration 21Q: 3 clusters Score -5500851 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -5501062.000000 Penalty: 5285.019531
	Iteration 22Q: 3 clusters Score -5501062 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5501253.500000 Penalty: 5285.019531
	Iteration 23Q: 3 clusters Score -5501254 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -5501461.500000 Penalty: 5285.019531
	Iteration 24Q: 3 clusters Score -5501462 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -5501643.500000 Penalty: 5285.019531
	Iteration 25Q: 3 clusters Score -5501644 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -5501821.000000 Penalty: 5285.019531
	Iteration 26Q: 3 clusters Score -5501821 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -5501967.000000 Penalty: 5285.019531
	Iteration 27Q: 3 clusters Score -5501967 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -5502110.000000 Penalty: 5285.019531
	Iteration 28Q: 3 clusters Score -5502110 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -5502298.500000 Penalty: 5285.019531
	Iteration 29Q: 3 clusters Score -5502298 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -5502432.000000 Penalty: 5285.019531
	Iteration 30Q: 3 clusters Score -5502432 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -5502536.500000 Penalty: 5285.019531
	Iteration 31Q: 3 clusters Score -5502536 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5502641.000000 Penalty: 5285.019531
	Iteration 32Q: 3 clusters Score -5502641 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -5502733.000000 Penalty: 5285.019531
	Iteration 33Q: 3 clusters Score -5502733 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -5502817.000000 Penalty: 5285.019531
	Iteration 34Q: 3 clusters Score -5502817 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -5502899.500000 Penalty: 5285.019531
	Iteration 35Q: 3 clusters Score -5502900 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5502989.000000 Penalty: 5285.019531
	Iteration 36Q: 3 clusters Score -5502989 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -5503039.000000 Penalty: 5285.019531
	Iteration 37Q: 3 clusters Score -5503039 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -5503070.000000 Penalty: 5285.019531
	Iteration 38Q: 3 clusters Score -5503070 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -5503112.000000 Penalty: 5285.019531
	Iteration 39Q: 3 clusters Score -5503112 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -5503159.000000 Penalty: 5285.019531
	Iteration 40F: 3 clusters Score -5503159 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5503183.000000 Penalty: 5285.019531
	Iteration 41Q: 3 clusters Score -5503183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -5503216.500000 Penalty: 5285.019531
	Iteration 42Q: 3 clusters Score -5503216 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5503251.000000 Penalty: 5285.019531
	Iteration 43Q: 3 clusters Score -5503251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5503291.500000 Penalty: 5285.019531
	Iteration 44Q: 3 clusters Score -5503292 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -5503310.000000 Penalty: 5285.019531
	Iteration 45Q: 3 clusters Score -5503310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -5503339.000000 Penalty: 5285.019531
	Iteration 46Q: 3 clusters Score -5503339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -5503362.000000 Penalty: 5285.019531
	Iteration 47Q: 3 clusters Score -5503362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -5503388.000000 Penalty: 5285.019531
	Iteration 48Q: 3 clusters Score -5503388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -5503417.500000 Penalty: 5285.019531
	Iteration 49Q: 3 clusters Score -5503418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5503420.500000 Penalty: 5285.019531
	Iteration 50Q: 3 clusters Score -5503420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -5503424.500000 Penalty: 5285.019531
	Iteration 51Q: 3 clusters Score -5503424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -5503439.500000 Penalty: 5285.019531
	Iteration 52Q: 3 clusters Score -5503440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -5503464.500000 Penalty: 5285.019531
	Iteration 53Q: 3 clusters Score -5503464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -5503476.000000 Penalty: 5285.019531
	Iteration 54Q: 3 clusters Score -5503476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5503482.500000 Penalty: 5285.019531
	Iteration 55Q: 3 clusters Score -5503482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5503480.000000 Penalty: 5285.019531
	Iteration 56Q: 3 clusters Score -5503480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5503483.500000 Penalty: 5285.019531
	Iteration 57Q: 3 clusters Score -5503484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -5503493.500000 Penalty: 5285.019531
	Iteration 58Q: 3 clusters Score -5503494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5503502.500000 Penalty: 5285.019531
	Iteration 59Q: 3 clusters Score -5503502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -5503499.500000 Penalty: 5285.019531
	Iteration 60F: 3 clusters Score -5503500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -5503519.000000 Penalty: 5285.019531
	Iteration 61Q: 3 clusters Score -5503519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5503524.500000 Penalty: 5285.019531
	Iteration 62Q: 3 clusters Score -5503524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -5503530.000000 Penalty: 5285.019531
	Iteration 63Q: 3 clusters Score -5503530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5503543.000000 Penalty: 5285.019531
	Iteration 64Q: 3 clusters Score -5503543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -5503559.500000 Penalty: 5285.019531
	Iteration 65Q: 3 clusters Score -5503560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -5503565.000000 Penalty: 5285.019531
	Iteration 66Q: 3 clusters Score -5503565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -5503566.000000 Penalty: 5285.019531
	Iteration 67Q: 3 clusters Score -5503566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5503573.000000 Penalty: 5285.019531
	Iteration 68Q: 3 clusters Score -5503573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5503577.000000 Penalty: 5285.019531
	Iteration 69Q: 3 clusters Score -5503577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -5503578.500000 Penalty: 5285.019531
	Iteration 70Q: 3 clusters Score -5503578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -5503581.000000 Penalty: 5285.019531
	Iteration 71Q: 3 clusters Score -5503581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -5503598.500000 Penalty: 5285.019531
	Iteration 72Q: 3 clusters Score -5503598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5503598.500000 Penalty: 5285.019531
	Iteration 73Q: 3 clusters Score -5503598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5503601.500000 Penalty: 5285.019531
	Iteration 74Q: 3 clusters Score -5503602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5503599.500000 Penalty: 5285.019531
	Iteration 75Q: 3 clusters Score -5503600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5503605.000000 Penalty: 5285.019531
	Iteration 76Q: 3 clusters Score -5503605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -5503614.000000 Penalty: 5285.019531
	Iteration 77Q: 3 clusters Score -5503614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5503614.500000 Penalty: 5285.019531
	Iteration 78Q: 3 clusters Score -5503614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -5503624.000000 Penalty: 5285.019531
	Iteration 79Q: 3 clusters Score -5503624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -5503622.000000 Penalty: 5285.019531
	Iteration 80F: 3 clusters Score -5503622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -5503621.000000 Penalty: 5285.019531
	Iteration 81Q: 3 clusters Score -5503621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -5503613.500000 Penalty: 5285.019531
	Iteration 82Q: 3 clusters Score -5503614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -5503614.500000 Penalty: 5285.019531
	Iteration 83Q: 3 clusters Score -5503614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -5503620.500000 Penalty: 5285.019531
	Iteration 84Q: 3 clusters Score -5503620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -5503631.000000 Penalty: 5285.019531
	Iteration 85Q: 3 clusters Score -5503631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5503625.000000 Penalty: 5285.019531
	Iteration 86Q: 3 clusters Score -5503625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -5503636.500000 Penalty: 5285.019531
	Iteration 87Q: 3 clusters Score -5503636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -5503629.500000 Penalty: 5285.019531
	Iteration 88Q: 3 clusters Score -5503630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -5503636.500000 Penalty: 5285.019531
	Iteration 89Q: 3 clusters Score -5503636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -5503640.000000 Penalty: 5285.019531
	Iteration 90Q: 3 clusters Score -5503640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5503640.000000 Penalty: 5285.019531
	Iteration 91Q: 3 clusters Score -5503640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5503640.000000 Penalty: 5285.019531
	Iteration 92Q: 3 clusters Score -5503640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5503636.500000 Penalty: 5285.019531
	Iteration 93Q: 3 clusters Score -5503636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -5503641.500000 Penalty: 5285.019531
	Iteration 94Q: 3 clusters Score -5503642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5503642.000000 Penalty: 5285.019531
	Iteration 95Q: 3 clusters Score -5503642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5503640.500000 Penalty: 5285.019531
	Iteration 96Q: 3 clusters Score -5503640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5503640.000000 Penalty: 5285.019531
	Iteration 97Q: 3 clusters Score -5503640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -5503639.000000 Penalty: 5285.019531
	Iteration 98Q: 3 clusters Score -5503639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5503638.000000 Penalty: 5285.019531
	Iteration 99Q: 3 clusters Score -5503638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -5503643.500000 Penalty: 5285.019531
	Iteration 100F: 3 clusters Score -5503644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5503642.500000 Penalty: 5285.019531
	Iteration 101Q: 3 clusters Score -5503642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5503640.500000 Penalty: 5285.019531
	Iteration 102Q: 3 clusters Score -5503640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5503645.000000 Penalty: 5285.019531
	Iteration 103Q: 3 clusters Score -5503645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -5503651.500000 Penalty: 5285.019531
	Iteration 104Q: 3 clusters Score -5503652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -5503650.000000 Penalty: 5285.019531
	Iteration 105Q: 3 clusters Score -5503650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5503646.000000 Penalty: 5285.019531
	Iteration 106Q: 3 clusters Score -5503646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -5503644.500000 Penalty: 5285.019531
	Iteration 107Q: 3 clusters Score -5503644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5503652.500000 Penalty: 5285.019531
	Iteration 108Q: 3 clusters Score -5503652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5503652.500000 Penalty: 5285.019531
	Iteration 109F: 3 clusters Score -5503652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Entering Unmasked Estep 
Score: -2778295.500000 Penalty: 2463.563965
	Iteration 0F: 2 clusters Score -2778296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2763966.000000 Penalty: 4927.127930
	Iteration 0F: 3 clusters Score -2763966 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2768694.500000 Penalty: 4927.127930
	Iteration 1F: 3 clusters Score -2768694 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2769131.750000 Penalty: 4927.127930
	Iteration 2F: 3 clusters Score -2769132 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2769508.000000 Penalty: 4927.127930
	Iteration 3Q: 3 clusters Score -2769508 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2769913.750000 Penalty: 4927.127930
	Iteration 4Q: 3 clusters Score -2769914 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2770414.000000 Penalty: 4927.127930
	Iteration 5Q: 3 clusters Score -2770414 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2771117.000000 Penalty: 4927.127930
	Iteration 6F: 3 clusters Score -2771117 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2772012.750000 Penalty: 4927.127930
	Iteration 7F: 3 clusters Score -2772013 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2773034.250000 Penalty: 4927.127930
	Iteration 8F: 3 clusters Score -2773034 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2774055.750000 Penalty: 4927.127930
	Iteration 9F: 3 clusters Score -2774056 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2774997.750000 Penalty: 4927.127930
	Iteration 10F: 3 clusters Score -2774998 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2775715.750000 Penalty: 4927.127930
	Iteration 11Q: 3 clusters Score -2775716 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2776231.750000 Penalty: 4927.127930
	Iteration 12Q: 3 clusters Score -2776232 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2776543.000000 Penalty: 4927.127930
	Iteration 13Q: 3 clusters Score -2776543 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2776737.250000 Penalty: 4927.127930
	Iteration 14Q: 3 clusters Score -2776737 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2776824.750000 Penalty: 4927.127930
	Iteration 15Q: 3 clusters Score -2776825 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2776911.000000 Penalty: 4927.127930
	Iteration 16Q: 3 clusters Score -2776911 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2776958.250000 Penalty: 4927.127930
	Iteration 17Q: 3 clusters Score -2776958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2776991.000000 Penalty: 4927.127930
	Iteration 18Q: 3 clusters Score -2776991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2777011.000000 Penalty: 4927.127930
	Iteration 19Q: 3 clusters Score -2777011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2777026.500000 Penalty: 4927.127930
	Iteration 20F: 3 clusters Score -2777026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2777042.750000 Penalty: 4927.127930
	Iteration 21Q: 3 clusters Score -2777043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2777066.250000 Penalty: 4927.127930
	Iteration 22Q: 3 clusters Score -2777066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2777068.250000 Penalty: 4927.127930
	Iteration 23Q: 3 clusters Score -2777068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2777072.250000 Penalty: 4927.127930
	Iteration 24Q: 3 clusters Score -2777072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2777076.250000 Penalty: 4927.127930
	Iteration 25Q: 3 clusters Score -2777076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2777081.750000 Penalty: 4927.127930
	Iteration 26Q: 3 clusters Score -2777082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2777089.250000 Penalty: 4927.127930
	Iteration 27Q: 3 clusters Score -2777089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2777087.500000 Penalty: 4927.127930
	Iteration 28Q: 3 clusters Score -2777088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2777095.750000 Penalty: 4927.127930
	Iteration 29Q: 3 clusters Score -2777096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2777093.750000 Penalty: 4927.127930
	Iteration 30Q: 3 clusters Score -2777094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2777093.750000 Penalty: 4927.127930
	Iteration 31F: 3 clusters Score -2777094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Entering Unmasked Estep 
Score: -3518505.750000 Penalty: 2522.520020
	Iteration 0F: 2 clusters Score -3518506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3500487.250000 Penalty: 5045.040039
	Iteration 0F: 3 clusters Score -3500487 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3507127.500000 Penalty: 5045.040039
	Iteration 1F: 3 clusters Score -3507128 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3508155.000000 Penalty: 5045.040039
	Iteration 2F: 3 clusters Score -3508155 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3509261.500000 Penalty: 5045.040039
	Iteration 3F: 3 clusters Score -3509262 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3510329.000000 Penalty: 5045.040039
	Iteration 4F: 3 clusters Score -3510329 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3511349.750000 Penalty: 5045.040039
	Iteration 5F: 3 clusters Score -3511350 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3512402.000000 Penalty: 5045.040039
	Iteration 6F: 3 clusters Score -3512402 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3513442.750000 Penalty: 5045.040039
	Iteration 7F: 3 clusters Score -3513443 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3514431.000000 Penalty: 5045.040039
	Iteration 8F: 3 clusters Score -3514431 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3515287.750000 Penalty: 5045.040039
	Iteration 9Q: 3 clusters Score -3515288 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3515908.750000 Penalty: 5045.040039
	Iteration 10Q: 3 clusters Score -3515909 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3516419.750000 Penalty: 5045.040039
	Iteration 11Q: 3 clusters Score -3516420 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3516840.250000 Penalty: 5045.040039
	Iteration 12Q: 3 clusters Score -3516840 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3517185.000000 Penalty: 5045.040039
	Iteration 13Q: 3 clusters Score -3517185 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3517457.500000 Penalty: 5045.040039
	Iteration 14Q: 3 clusters Score -3517458 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3517663.250000 Penalty: 5045.040039
	Iteration 15Q: 3 clusters Score -3517663 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3517824.500000 Penalty: 5045.040039
	Iteration 16Q: 3 clusters Score -3517824 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3517919.500000 Penalty: 5045.040039
	Iteration 17Q: 3 clusters Score -3517920 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3517999.500000 Penalty: 5045.040039
	Iteration 18Q: 3 clusters Score -3518000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3518046.250000 Penalty: 5045.040039
	Iteration 19Q: 3 clusters Score -3518046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3518080.750000 Penalty: 5045.040039
	Iteration 20F: 3 clusters Score -3518081 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3518101.750000 Penalty: 5045.040039
	Iteration 21Q: 3 clusters Score -3518102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3518120.250000 Penalty: 5045.040039
	Iteration 22Q: 3 clusters Score -3518120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3518125.500000 Penalty: 5045.040039
	Iteration 23Q: 3 clusters Score -3518126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3518139.000000 Penalty: 5045.040039
	Iteration 24Q: 3 clusters Score -3518139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3518141.500000 Penalty: 5045.040039
	Iteration 25Q: 3 clusters Score -3518142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3518145.500000 Penalty: 5045.040039
	Iteration 26Q: 3 clusters Score -3518146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3518155.750000 Penalty: 5045.040039
	Iteration 27Q: 3 clusters Score -3518156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3518155.000000 Penalty: 5045.040039
	Iteration 28Q: 3 clusters Score -3518155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3518161.000000 Penalty: 5045.040039
	Iteration 29Q: 3 clusters Score -3518161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3518163.000000 Penalty: 5045.040039
	Iteration 30Q: 3 clusters Score -3518163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3518176.750000 Penalty: 5045.040039
	Iteration 31Q: 3 clusters Score -3518177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3518179.500000 Penalty: 5045.040039
	Iteration 32Q: 3 clusters Score -3518180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3518184.000000 Penalty: 5045.040039
	Iteration 33Q: 3 clusters Score -3518184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3518183.250000 Penalty: 5045.040039
	Iteration 34Q: 3 clusters Score -3518183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3518187.000000 Penalty: 5045.040039
	Iteration 35Q: 3 clusters Score -3518187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3518183.750000 Penalty: 5045.040039
	Iteration 36Q: 3 clusters Score -3518184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3518185.750000 Penalty: 5045.040039
	Iteration 37Q: 3 clusters Score -3518186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3518183.750000 Penalty: 5045.040039
	Iteration 38Q: 3 clusters Score -3518184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3518180.750000 Penalty: 5045.040039
	Iteration 39Q: 3 clusters Score -3518181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3518188.500000 Penalty: 5045.040039
	Iteration 40F: 3 clusters Score -3518188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3518187.250000 Penalty: 5045.040039
	Iteration 41Q: 3 clusters Score -3518187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3518184.500000 Penalty: 5045.040039
	Iteration 42Q: 3 clusters Score -3518184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3518187.250000 Penalty: 5045.040039
	Iteration 43Q: 3 clusters Score -3518187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3518191.000000 Penalty: 5045.040039
	Iteration 44Q: 3 clusters Score -3518191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3518191.000000 Penalty: 5045.040039
	Iteration 45Q: 3 clusters Score -3518191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3518190.500000 Penalty: 5045.040039
	Iteration 46Q: 3 clusters Score -3518190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3518191.750000 Penalty: 5045.040039
	Iteration 47Q: 3 clusters Score -3518192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3518194.250000 Penalty: 5045.040039
	Iteration 48Q: 3 clusters Score -3518194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3518194.250000 Penalty: 5045.040039
	Iteration 49F: 3 clusters Score -3518194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -263842.625000 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -263842.6 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 1023 members 
Entering Unmasked Estep 
Score: -261201.156250 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -261201.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -261707.062500 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -261707.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -261875.531250 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -261875.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -262011.750000 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -262011.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262134.562500 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -262134.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262234.468750 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -262234.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -262340.187500 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -262340.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -262447.750000 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -262447.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -262553.375000 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -262553.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262618.312500 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -262618.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -262675.906250 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -262675.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -262717.531250 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -262717.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -262757.406250 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -262757.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -262789.062500 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -262789.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -262835.062500 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -262835.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -262879.562500 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -262879.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -262911.093750 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -262911.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -262944.031250 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -262944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -262982.187500 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -262982.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263016.375000 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -263016.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -263059.593750 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -263059.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -263103.156250 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -263103.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -263129.093750 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -263129.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -263141.500000 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -263141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -263150.562500 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -263150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -263156.468750 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -263156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -263160.625000 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -263160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -263162.187500 Penalty: 3788.307373
	Iteration 27Q: 3 clusters Score -263162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -263166.625000 Penalty: 3788.307373
	Iteration 28Q: 3 clusters Score -263166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -263173.656250 Penalty: 3788.307373
	Iteration 29Q: 3 clusters Score -263173.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -263179.812500 Penalty: 3788.307373
	Iteration 30Q: 3 clusters Score -263179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -263183.156250 Penalty: 3788.307373
	Iteration 31Q: 3 clusters Score -263183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -263184.593750 Penalty: 3788.307373
	Iteration 32Q: 3 clusters Score -263184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -263185.687500 Penalty: 3788.307373
	Iteration 33Q: 3 clusters Score -263185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -263185.687500 Penalty: 3788.307373
	Iteration 34F: 3 clusters Score -263185.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -75067.109375 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -75067.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73400.898438 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -73400.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73842.351562 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -73842.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74099.132812 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -74099.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74233.859375 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -74233.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74312.585938 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -74312.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74359.570312 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -74359.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74397.632812 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -74397.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74435.023438 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -74435.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74485.710938 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -74485.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74544.406250 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -74544.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74608.343750 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -74608.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74639.164062 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -74639.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74657.625000 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -74657.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74670.078125 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -74670.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74682.984375 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -74682.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74710.914062 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -74710.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74774.359375 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -74774.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74844.765625 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -74844.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74885.570312 Penalty: 3242.917236
	Iteration 18Q: 3 clusters Score -74885.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74896.187500 Penalty: 3242.917236
	Iteration 19Q: 3 clusters Score -74896.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74902.429688 Penalty: 3242.917236
	Iteration 20F: 3 clusters Score -74902.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74905.914062 Penalty: 3242.917236
	Iteration 21Q: 3 clusters Score -74905.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74911.398438 Penalty: 3242.917236
	Iteration 22Q: 3 clusters Score -74911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74912.875000 Penalty: 3242.917236
	Iteration 23Q: 3 clusters Score -74912.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74913.835938 Penalty: 3242.917236
	Iteration 24Q: 3 clusters Score -74913.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74913.835938 Penalty: 3242.917236
	Iteration 25F: 3 clusters Score -74913.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -300603.406250 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -300603.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -297816.218750 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -297816.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -298371.500000 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -298371.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -298523.718750 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -298523.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -298622.218750 Penalty: 3842.165039
	Iteration 3Q: 3 clusters Score -298622.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -298699.093750 Penalty: 3842.165039
	Iteration 4Q: 3 clusters Score -298699.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -298753.437500 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -298753.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -298794.687500 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -298794.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -298849.437500 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -298849.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -298893.468750 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -298893.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -298938.437500 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -298938.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -298984.218750 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -298984.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -299016.031250 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -299016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299059.281250 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -299059.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -299113.843750 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -299113.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -299165.625000 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -299165.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -299206.843750 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -299206.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -299245.281250 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -299245.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -299315.031250 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -299315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -299423.562500 Penalty: 3842.165039
	Iteration 18Q: 3 clusters Score -299423.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -299544.375000 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -299544.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -299690.781250 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -299690.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -299887.187500 Penalty: 3842.165039
	Iteration 21Q: 3 clusters Score -299887.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -300024.343750 Penalty: 3842.165039
	Iteration 22Q: 3 clusters Score -300024.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -300084.437500 Penalty: 3842.165039
	Iteration 23Q: 3 clusters Score -300084.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -300118.656250 Penalty: 3842.165039
	Iteration 24Q: 3 clusters Score -300118.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -300141.875000 Penalty: 3842.165039
	Iteration 25Q: 3 clusters Score -300141.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -300153.968750 Penalty: 3842.165039
	Iteration 26Q: 3 clusters Score -300154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -300158.218750 Penalty: 3842.165039
	Iteration 27Q: 3 clusters Score -300158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -300162.406250 Penalty: 3842.165039
	Iteration 28Q: 3 clusters Score -300162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -300166.906250 Penalty: 3842.165039
	Iteration 29Q: 3 clusters Score -300166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -300171.968750 Penalty: 3842.165039
	Iteration 30Q: 3 clusters Score -300172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -300177.093750 Penalty: 3842.165039
	Iteration 31Q: 3 clusters Score -300177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -300177.531250 Penalty: 3842.165039
	Iteration 32Q: 3 clusters Score -300177.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -300177.531250 Penalty: 3842.165039
	Iteration 33F: 3 clusters Score -300177.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Entering Unmasked Estep 
Score: -3655448.500000 Penalty: 2531.462402
	Iteration 0F: 2 clusters Score -3655448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3636754.250000 Penalty: 5062.924805
	Iteration 0F: 3 clusters Score -3636754 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3643442.500000 Penalty: 5062.924805
	Iteration 1F: 3 clusters Score -3643442 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3644043.750000 Penalty: 5062.924805
	Iteration 2F: 3 clusters Score -3644044 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3644564.250000 Penalty: 5062.924805
	Iteration 3Q: 3 clusters Score -3644564 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3645225.000000 Penalty: 5062.924805
	Iteration 4F: 3 clusters Score -3645225 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3646111.250000 Penalty: 5062.924805
	Iteration 5F: 3 clusters Score -3646111 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3647312.500000 Penalty: 5062.924805
	Iteration 6F: 3 clusters Score -3647312 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3648745.250000 Penalty: 5062.924805
	Iteration 7F: 3 clusters Score -3648745 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3650256.000000 Penalty: 5062.924805
	Iteration 8F: 3 clusters Score -3650256 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3651404.000000 Penalty: 5062.924805
	Iteration 9Q: 3 clusters Score -3651404 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3652201.000000 Penalty: 5062.924805
	Iteration 10Q: 3 clusters Score -3652201 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3652666.750000 Penalty: 5062.924805
	Iteration 11Q: 3 clusters Score -3652667 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3652945.750000 Penalty: 5062.924805
	Iteration 12Q: 3 clusters Score -3652946 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3653083.000000 Penalty: 5062.924805
	Iteration 13Q: 3 clusters Score -3653083 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3653140.500000 Penalty: 5062.924805
	Iteration 14Q: 3 clusters Score -3653140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3653177.750000 Penalty: 5062.924805
	Iteration 15Q: 3 clusters Score -3653178 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3653205.750000 Penalty: 5062.924805
	Iteration 16Q: 3 clusters Score -3653206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3653217.250000 Penalty: 5062.924805
	Iteration 17Q: 3 clusters Score -3653217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3653220.250000 Penalty: 5062.924805
	Iteration 18Q: 3 clusters Score -3653220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3653226.000000 Penalty: 5062.924805
	Iteration 19Q: 3 clusters Score -3653226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3653238.750000 Penalty: 5062.924805
	Iteration 20F: 3 clusters Score -3653239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3653236.250000 Penalty: 5062.924805
	Iteration 21Q: 3 clusters Score -3653236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3653243.000000 Penalty: 5062.924805
	Iteration 22Q: 3 clusters Score -3653243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3653247.000000 Penalty: 5062.924805
	Iteration 23Q: 3 clusters Score -3653247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3653246.000000 Penalty: 5062.924805
	Iteration 24Q: 3 clusters Score -3653246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3653248.000000 Penalty: 5062.924805
	Iteration 25Q: 3 clusters Score -3653248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3653249.250000 Penalty: 5062.924805
	Iteration 26Q: 3 clusters Score -3653249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3653249.500000 Penalty: 5062.924805
	Iteration 27Q: 3 clusters Score -3653250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3653253.750000 Penalty: 5062.924805
	Iteration 28Q: 3 clusters Score -3653254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3653253.500000 Penalty: 5062.924805
	Iteration 29Q: 3 clusters Score -3653254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3653252.250000 Penalty: 5062.924805
	Iteration 30Q: 3 clusters Score -3653252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3653252.250000 Penalty: 5062.924805
	Iteration 31F: 3 clusters Score -3653252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (191569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191569 members 
Entering Unmasked Estep 
Score: -25410694.000000 Penalty: 3016.424805
	Iteration 0F: 2 clusters Score -2.541069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 96223 members 
Entering Unmasked Estep 
Score: -25286656.000000 Penalty: 6032.849609
	Iteration 0F: 3 clusters Score -2.528666e+07 nChanged 92309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 103564 members 
Entering Unmasked Estep 
Score: -25340802.000000 Penalty: 6032.849609
	Iteration 1F: 3 clusters Score -2.53408e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 108088 members 
Entering Unmasked Estep 
Score: -25342610.000000 Penalty: 6032.849609
	Iteration 2Q: 3 clusters Score -2.534261e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -25345662.000000 Penalty: 6032.849609
	Iteration 3Q: 3 clusters Score -2.534566e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 125332 members 
Entering Unmasked Estep 
Score: -25351562.000000 Penalty: 6032.849609
	Iteration 4F: 3 clusters Score -2.535156e+07 nChanged 14247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 139437 members 
Entering Unmasked Estep 
Score: -25361944.000000 Penalty: 6032.849609
	Iteration 5F: 3 clusters Score -2.536194e+07 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -25376842.000000 Penalty: 6032.849609
	Iteration 6F: 3 clusters Score -2.537684e+07 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 172692 members 
Entering Unmasked Estep 
Score: -25392326.000000 Penalty: 6032.849609
	Iteration 7F: 3 clusters Score -2.539233e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 183925 members 
Entering Unmasked Estep 
Score: -25402236.000000 Penalty: 6032.849609
	Iteration 8F: 3 clusters Score -2.540224e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 189124 members 
Entering Unmasked Estep 
Score: -25406148.000000 Penalty: 6032.849609
	Iteration 9Q: 3 clusters Score -2.540615e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 190779 members 
Entering Unmasked Estep 
Score: -25407286.000000 Penalty: 6032.849609
	Iteration 10Q: 3 clusters Score -2.540729e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 191193 members 
Entering Unmasked Estep 
Score: -25407686.000000 Penalty: 6032.849609
	Iteration 11Q: 3 clusters Score -2.540769e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 191294 members 
Entering Unmasked Estep 
Score: -25407850.000000 Penalty: 6032.849609
	Iteration 12Q: 3 clusters Score -2.540785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 191324 members 
Entering Unmasked Estep 
Score: -25407922.000000 Penalty: 6032.849609
	Iteration 13Q: 3 clusters Score -2.540792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 191337 members 
Entering Unmasked Estep 
Score: -25408000.000000 Penalty: 6032.849609
	Iteration 14Q: 3 clusters Score -2.5408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 191347 members 
Entering Unmasked Estep 
Score: -25407998.000000 Penalty: 6032.849609
	Iteration 15Q: 3 clusters Score -2.5408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 191353 members 
Entering Unmasked Estep 
Score: -25408012.000000 Penalty: 6032.849609
	Iteration 16Q: 3 clusters Score -2.540801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 191355 members 
Entering Unmasked Estep 
Score: -25408030.000000 Penalty: 6032.849609
	Iteration 17Q: 3 clusters Score -2.540803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 191354 members 
Entering Unmasked Estep 
Score: -25408036.000000 Penalty: 6032.849609
	Iteration 18Q: 3 clusters Score -2.540804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191352 members 
Entering Unmasked Estep 
Score: -25408030.000000 Penalty: 6032.849609
	Iteration 19Q: 3 clusters Score -2.540803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191352 members 
Entering Unmasked Estep 
Score: -25408030.000000 Penalty: 6032.849609
	Iteration 20F: 3 clusters Score -2.540803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14339 members 
Mstep: Class 4 contains 18880 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217005 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187785 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 49961 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 36164 members 
Mstep: Class 17 contains 43898 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42416 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 26146 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258504.000000 Penalty: 99558.382812
Iteration 319Q: 30 clusters Score -1.332585e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 18877 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217007 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187784 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 49961 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 16 contains 36164 members 
Mstep: Class 17 contains 43896 members 
Mstep: Class 18 contains 55570 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5625 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42422 members 
Mstep: Class 23 contains 20616 members 
Mstep: Class 24 contains 26144 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2314 members 
Mstep: Class 28 contains 27105 members 
Mstep: Class 29 contains 191553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258456.000000 Penalty: 99558.382812
Iteration 320F: 30 clusters Score -1.332585e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14359 members 
Mstep: Class 4 contains 18879 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217006 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187779 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 49960 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53721 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8723 members 
Mstep: Class 16 contains 36168 members 
Mstep: Class 17 contains 43890 members 
Mstep: Class 18 contains 55571 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5625 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42421 members 
Mstep: Class 23 contains 20616 members 
Mstep: Class 24 contains 26146 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27105 members 
Mstep: Class 29 contains 191545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258472.000000 Penalty: 99558.382812
Iteration 321Q: 30 clusters Score -1.332585e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14367 members 
Mstep: Class 4 contains 18878 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217008 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187779 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 49956 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53721 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8724 members 
Mstep: Class 16 contains 36166 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 55568 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42422 members 
Mstep: Class 23 contains 20617 members 
Mstep: Class 24 contains 26148 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258464.000000 Penalty: 99558.382812
Iteration 322Q: 30 clusters Score -1.332585e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14377 members 
Mstep: Class 4 contains 18879 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217002 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187776 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 49954 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53717 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8726 members 
Mstep: Class 16 contains 36167 members 
Mstep: Class 17 contains 43883 members 
Mstep: Class 18 contains 55560 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42424 members 
Mstep: Class 23 contains 20619 members 
Mstep: Class 24 contains 26148 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27107 members 
Mstep: Class 29 contains 191550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258528.000000 Penalty: 99558.382812
Iteration 323Q: 30 clusters Score -1.332585e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14393 members 
Mstep: Class 4 contains 18879 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217005 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 49953 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53710 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8726 members 
Mstep: Class 16 contains 36165 members 
Mstep: Class 17 contains 43882 members 
Mstep: Class 18 contains 55553 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42427 members 
Mstep: Class 23 contains 20617 members 
Mstep: Class 24 contains 26149 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258416.000000 Penalty: 99558.382812
Iteration 324Q: 30 clusters Score -1.332584e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 18877 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217008 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 49950 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53706 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8726 members 
Mstep: Class 16 contains 36167 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 55556 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42428 members 
Mstep: Class 23 contains 20615 members 
Mstep: Class 24 contains 26148 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258312.000000 Penalty: 99558.382812
Iteration 325Q: 30 clusters Score -1.332583e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 14427 members 
Mstep: Class 4 contains 18875 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216994 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 49949 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53704 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8726 members 
Mstep: Class 16 contains 36168 members 
Mstep: Class 17 contains 43876 members 
Mstep: Class 18 contains 55558 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42428 members 
Mstep: Class 23 contains 20612 members 
Mstep: Class 24 contains 26145 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27107 members 
Mstep: Class 29 contains 191550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258368.000000 Penalty: 99558.382812
Iteration 326Q: 30 clusters Score -1.332584e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 14439 members 
Mstep: Class 4 contains 18874 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216992 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 49946 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53707 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8726 members 
Mstep: Class 16 contains 36166 members 
Mstep: Class 17 contains 43871 members 
Mstep: Class 18 contains 55562 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42428 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 26143 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258272.000000 Penalty: 99558.382812
Iteration 327Q: 30 clusters Score -1.332583e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14448 members 
Mstep: Class 4 contains 18871 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216978 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 49943 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53711 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8727 members 
Mstep: Class 16 contains 36169 members 
Mstep: Class 17 contains 43863 members 
Mstep: Class 18 contains 55563 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42432 members 
Mstep: Class 23 contains 20609 members 
Mstep: Class 24 contains 26138 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27106 members 
Mstep: Class 29 contains 191560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258280.000000 Penalty: 99558.382812
Iteration 328Q: 30 clusters Score -1.332583e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14454 members 
Mstep: Class 4 contains 18869 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216965 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 49939 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53715 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8728 members 
Mstep: Class 16 contains 36170 members 
Mstep: Class 17 contains 43859 members 
Mstep: Class 18 contains 55565 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42438 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 26133 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27107 members 
Mstep: Class 29 contains 191567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258296.000000 Penalty: 99558.382812
Iteration 329Q: 30 clusters Score -1.332583e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14463 members 
Mstep: Class 4 contains 18864 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216970 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 49937 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53715 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36172 members 
Mstep: Class 17 contains 43856 members 
Mstep: Class 18 contains 55563 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42437 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 26134 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27107 members 
Mstep: Class 29 contains 191565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258336.000000 Penalty: 99558.382812
Iteration 330Q: 30 clusters Score -1.332583e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14481 members 
Mstep: Class 4 contains 18864 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216978 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187772 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 49935 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53715 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36175 members 
Mstep: Class 17 contains 43856 members 
Mstep: Class 18 contains 55553 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42438 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 26134 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27105 members 
Mstep: Class 29 contains 191547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258256.000000 Penalty: 99558.382812
Iteration 331Q: 30 clusters Score -1.332583e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14504 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216977 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 49933 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53720 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36175 members 
Mstep: Class 17 contains 43856 members 
Mstep: Class 18 contains 55549 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42437 members 
Mstep: Class 23 contains 20607 members 
Mstep: Class 24 contains 26134 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27104 members 
Mstep: Class 29 contains 191528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258384.000000 Penalty: 99558.382812
Iteration 332Q: 30 clusters Score -1.332584e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 4 contains 18864 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216988 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 49932 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53725 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36173 members 
Mstep: Class 17 contains 43854 members 
Mstep: Class 18 contains 55539 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42437 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 26134 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27103 members 
Mstep: Class 29 contains 191509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258360.000000 Penalty: 99558.382812
Iteration 333Q: 30 clusters Score -1.332584e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 18864 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217000 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 49931 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53729 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36173 members 
Mstep: Class 17 contains 43850 members 
Mstep: Class 18 contains 55527 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42436 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 26130 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27101 members 
Mstep: Class 29 contains 191493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258376.000000 Penalty: 99558.382812
Iteration 334Q: 30 clusters Score -1.332584e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14565 members 
Mstep: Class 4 contains 18866 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217003 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53733 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36175 members 
Mstep: Class 17 contains 43846 members 
Mstep: Class 18 contains 55521 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42436 members 
Mstep: Class 23 contains 20609 members 
Mstep: Class 24 contains 26124 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27096 members 
Mstep: Class 29 contains 191483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258352.000000 Penalty: 99558.382812
Iteration 335Q: 30 clusters Score -1.332584e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14576 members 
Mstep: Class 4 contains 18867 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217001 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53739 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36176 members 
Mstep: Class 17 contains 43849 members 
Mstep: Class 18 contains 55516 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42436 members 
Mstep: Class 23 contains 20607 members 
Mstep: Class 24 contains 26119 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27093 members 
Mstep: Class 29 contains 191477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258392.000000 Penalty: 99558.382812
Iteration 336Q: 30 clusters Score -1.332584e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14585 members 
Mstep: Class 4 contains 18867 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216994 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 49928 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53742 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 16 contains 36178 members 
Mstep: Class 17 contains 43848 members 
Mstep: Class 18 contains 55511 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42437 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 26117 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27092 members 
Mstep: Class 29 contains 191481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258296.000000 Penalty: 99558.382812
Iteration 337Q: 30 clusters Score -1.332583e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14594 members 
Mstep: Class 4 contains 18866 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216996 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 49929 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53748 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 16 contains 36180 members 
Mstep: Class 17 contains 43846 members 
Mstep: Class 18 contains 55509 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42439 members 
Mstep: Class 23 contains 20605 members 
Mstep: Class 24 contains 26117 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27091 members 
Mstep: Class 29 contains 191467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258416.000000 Penalty: 99558.382812
Iteration 338Q: 30 clusters Score -1.332584e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14599 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217001 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187769 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 49927 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 16 contains 36179 members 
Mstep: Class 17 contains 43844 members 
Mstep: Class 18 contains 55505 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42443 members 
Mstep: Class 23 contains 20605 members 
Mstep: Class 24 contains 26117 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27087 members 
Mstep: Class 29 contains 191465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258376.000000 Penalty: 99558.382812
Iteration 339Q: 30 clusters Score -1.332584e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14601 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217003 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 49928 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 16 contains 36180 members 
Mstep: Class 17 contains 43844 members 
Mstep: Class 18 contains 55503 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42444 members 
Mstep: Class 23 contains 20605 members 
Mstep: Class 24 contains 26116 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27083 members 
Mstep: Class 29 contains 191464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258376.000000 Penalty: 99558.382812
Iteration 340F: 30 clusters Score -1.332584e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14605 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217016 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 49928 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 16 contains 36178 members 
Mstep: Class 17 contains 43844 members 
Mstep: Class 18 contains 55500 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42446 members 
Mstep: Class 23 contains 20605 members 
Mstep: Class 24 contains 26113 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27081 members 
Mstep: Class 29 contains 191455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258320.000000 Penalty: 99558.382812
Iteration 341Q: 30 clusters Score -1.332583e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14607 members 
Mstep: Class 4 contains 18864 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217018 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 49927 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53756 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36180 members 
Mstep: Class 17 contains 43843 members 
Mstep: Class 18 contains 55495 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42445 members 
Mstep: Class 23 contains 20606 members 
Mstep: Class 24 contains 26108 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27080 members 
Mstep: Class 29 contains 191461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258296.000000 Penalty: 99558.382812
Iteration 342Q: 30 clusters Score -1.332583e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14609 members 
Mstep: Class 4 contains 18866 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 217003 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187769 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49927 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36182 members 
Mstep: Class 17 contains 43843 members 
Mstep: Class 18 contains 55485 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42449 members 
Mstep: Class 23 contains 20607 members 
Mstep: Class 24 contains 26109 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27081 members 
Mstep: Class 29 contains 191469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258328.000000 Penalty: 99558.382812
Iteration 343Q: 30 clusters Score -1.332583e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 4 contains 18866 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216993 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49927 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36186 members 
Mstep: Class 17 contains 43839 members 
Mstep: Class 18 contains 55480 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42450 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 26105 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27081 members 
Mstep: Class 29 contains 191484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258288.000000 Penalty: 99558.382812
Iteration 344Q: 30 clusters Score -1.332583e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 4 contains 18866 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216977 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49925 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53753 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36186 members 
Mstep: Class 17 contains 43834 members 
Mstep: Class 18 contains 55479 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42454 members 
Mstep: Class 23 contains 20611 members 
Mstep: Class 24 contains 26101 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27081 members 
Mstep: Class 29 contains 191508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258248.000000 Penalty: 99558.382812
Iteration 345Q: 30 clusters Score -1.332582e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 18863 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216958 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49923 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53753 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36187 members 
Mstep: Class 17 contains 43833 members 
Mstep: Class 18 contains 55478 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42457 members 
Mstep: Class 23 contains 20612 members 
Mstep: Class 24 contains 26102 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27079 members 
Mstep: Class 29 contains 191530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258248.000000 Penalty: 99558.382812
Iteration 346Q: 30 clusters Score -1.332582e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 18863 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216939 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49921 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36187 members 
Mstep: Class 17 contains 43832 members 
Mstep: Class 18 contains 55477 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42461 members 
Mstep: Class 23 contains 20612 members 
Mstep: Class 24 contains 26101 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27080 members 
Mstep: Class 29 contains 191550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258184.000000 Penalty: 99558.382812
Iteration 347Q: 30 clusters Score -1.332582e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216941 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49921 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36187 members 
Mstep: Class 17 contains 43830 members 
Mstep: Class 18 contains 55475 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42461 members 
Mstep: Class 23 contains 20612 members 
Mstep: Class 24 contains 26101 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27078 members 
Mstep: Class 29 contains 191554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258152.000000 Penalty: 99558.382812
Iteration 348Q: 30 clusters Score -1.332582e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 18867 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216935 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49921 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53751 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36188 members 
Mstep: Class 17 contains 43828 members 
Mstep: Class 18 contains 55475 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42462 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 26100 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27078 members 
Mstep: Class 29 contains 191559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258184.000000 Penalty: 99558.382812
Iteration 349Q: 30 clusters Score -1.332582e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 18866 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216922 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187765 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49920 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53749 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36189 members 
Mstep: Class 17 contains 43830 members 
Mstep: Class 18 contains 55474 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42464 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 26098 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27077 members 
Mstep: Class 29 contains 191576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258168.000000 Penalty: 99558.382812
Iteration 350Q: 30 clusters Score -1.332582e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216922 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49919 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53751 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 43831 members 
Mstep: Class 18 contains 55470 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42464 members 
Mstep: Class 23 contains 20611 members 
Mstep: Class 24 contains 26091 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27071 members 
Mstep: Class 29 contains 191591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258136.000000 Penalty: 99558.382812
Iteration 351Q: 30 clusters Score -1.332581e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 4 contains 18861 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216920 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53750 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36192 members 
Mstep: Class 17 contains 43829 members 
Mstep: Class 18 contains 55469 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 20611 members 
Mstep: Class 24 contains 26090 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27066 members 
Mstep: Class 29 contains 191599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258152.000000 Penalty: 99558.382812
Iteration 352Q: 30 clusters Score -1.332582e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 14615 members 
Mstep: Class 4 contains 18861 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216924 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53751 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36193 members 
Mstep: Class 17 contains 43827 members 
Mstep: Class 18 contains 55463 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 26089 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27063 members 
Mstep: Class 29 contains 191599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258088.000000 Penalty: 99558.382812
Iteration 353Q: 30 clusters Score -1.332581e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 4 contains 18859 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216926 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49917 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53751 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36193 members 
Mstep: Class 17 contains 43824 members 
Mstep: Class 18 contains 55459 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 20609 members 
Mstep: Class 24 contains 26091 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258096.000000 Penalty: 99558.382812
Iteration 354Q: 30 clusters Score -1.332581e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 4 contains 18860 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216925 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187765 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49917 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53753 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 43820 members 
Mstep: Class 18 contains 55454 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42476 members 
Mstep: Class 23 contains 20609 members 
Mstep: Class 24 contains 26093 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27059 members 
Mstep: Class 29 contains 191612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258192.000000 Penalty: 99558.382812
Iteration 355Q: 30 clusters Score -1.332582e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 14619 members 
Mstep: Class 4 contains 18861 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216927 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187765 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 43819 members 
Mstep: Class 18 contains 55453 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42477 members 
Mstep: Class 23 contains 20609 members 
Mstep: Class 24 contains 26094 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27059 members 
Mstep: Class 29 contains 191606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258192.000000 Penalty: 99558.382812
Iteration 356Q: 30 clusters Score -1.332582e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14621 members 
Mstep: Class 4 contains 18859 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216932 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36190 members 
Mstep: Class 17 contains 43819 members 
Mstep: Class 18 contains 55451 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42478 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 26096 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27058 members 
Mstep: Class 29 contains 191602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258144.000000 Penalty: 99558.382812
Iteration 357Q: 30 clusters Score -1.332581e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14621 members 
Mstep: Class 4 contains 18859 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216931 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53755 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36192 members 
Mstep: Class 17 contains 43819 members 
Mstep: Class 18 contains 55446 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42478 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 26097 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27057 members 
Mstep: Class 29 contains 191605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258120.000000 Penalty: 99558.382812
Iteration 358Q: 30 clusters Score -1.332581e+08 nChanged 63
Entering ConstructFrom: 
Score: -133258120.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -90968.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -89240.695312 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -89240.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89706.328125 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89706.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90066.976562 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -90066.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90387.742188 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -90387.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90674.109375 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -90674.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90848.882812 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -90848.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90956.460938 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -90956.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91001.414062 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -91001.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91033.195312 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -91033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91072.359375 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -91072.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91184.609375 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -91184.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91330.328125 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -91330.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91527.031250 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -91527.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91587.992188 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -91587.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91613.039062 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -91613.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91642.195312 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -91642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91663.460938 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -91663.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -91692.703125 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -91692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91754.226562 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -91754.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91834.859375 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -91834.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92021.531250 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -92021.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92162.054688 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -92162.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92162.054688 Penalty: 3330.228516
	Iteration 22F: 3 clusters Score -92162.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216932 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 43820 members 
Mstep: Class 18 contains 55443 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42482 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 26096 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191600 members 
Mstep: Class 30 contains 351 members 
Entering Unmasked Estep 
Score: -133257520.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133258120.000000 to -133257520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Entering Unmasked Estep 
Score: -1052309.250000 Penalty: 2236.636475
	Iteration 0F: 2 clusters Score -1052309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1045647.750000 Penalty: 4473.272949
	Iteration 0F: 3 clusters Score -1045648 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1047492.937500 Penalty: 4473.272949
	Iteration 1F: 3 clusters Score -1047493 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1047834.875000 Penalty: 4473.272949
	Iteration 2F: 3 clusters Score -1047835 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1048140.187500 Penalty: 4473.272949
	Iteration 3F: 3 clusters Score -1048140 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1048466.062500 Penalty: 4473.272949
	Iteration 4F: 3 clusters Score -1048466 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1048823.000000 Penalty: 4473.272949
	Iteration 5F: 3 clusters Score -1048823 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1049155.375000 Penalty: 4473.272949
	Iteration 6F: 3 clusters Score -1049155 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1049448.250000 Penalty: 4473.272949
	Iteration 7F: 3 clusters Score -1049448 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1049665.000000 Penalty: 4473.272949
	Iteration 8Q: 3 clusters Score -1049665 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1049841.500000 Penalty: 4473.272949
	Iteration 9Q: 3 clusters Score -1049842 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1049998.625000 Penalty: 4473.272949
	Iteration 10Q: 3 clusters Score -1049999 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1050132.625000 Penalty: 4473.272949
	Iteration 11Q: 3 clusters Score -1050133 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1050222.875000 Penalty: 4473.272949
	Iteration 12Q: 3 clusters Score -1050223 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1050291.750000 Penalty: 4473.272949
	Iteration 13Q: 3 clusters Score -1050292 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1050347.375000 Penalty: 4473.272949
	Iteration 14Q: 3 clusters Score -1050347 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1050394.250000 Penalty: 4473.272949
	Iteration 15Q: 3 clusters Score -1050394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1050441.750000 Penalty: 4473.272949
	Iteration 16Q: 3 clusters Score -1050442 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1050491.000000 Penalty: 4473.272949
	Iteration 17Q: 3 clusters Score -1050491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1050535.375000 Penalty: 4473.272949
	Iteration 18Q: 3 clusters Score -1050535 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1050577.500000 Penalty: 4473.272949
	Iteration 19Q: 3 clusters Score -1050578 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1050616.125000 Penalty: 4473.272949
	Iteration 20F: 3 clusters Score -1050616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1050651.250000 Penalty: 4473.272949
	Iteration 21Q: 3 clusters Score -1050651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1050700.750000 Penalty: 4473.272949
	Iteration 22Q: 3 clusters Score -1050701 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1050756.375000 Penalty: 4473.272949
	Iteration 23Q: 3 clusters Score -1050756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1050798.875000 Penalty: 4473.272949
	Iteration 24Q: 3 clusters Score -1050799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1050833.125000 Penalty: 4473.272949
	Iteration 25Q: 3 clusters Score -1050833 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1050867.500000 Penalty: 4473.272949
	Iteration 26Q: 3 clusters Score -1050868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1050898.000000 Penalty: 4473.272949
	Iteration 27Q: 3 clusters Score -1050898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1050931.375000 Penalty: 4473.272949
	Iteration 28Q: 3 clusters Score -1050931 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1050967.125000 Penalty: 4473.272949
	Iteration 29Q: 3 clusters Score -1050967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1050989.625000 Penalty: 4473.272949
	Iteration 30Q: 3 clusters Score -1050990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1051009.125000 Penalty: 4473.272949
	Iteration 31Q: 3 clusters Score -1051009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1051028.500000 Penalty: 4473.272949
	Iteration 32Q: 3 clusters Score -1051028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1051040.500000 Penalty: 4473.272949
	Iteration 33Q: 3 clusters Score -1051040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1051049.875000 Penalty: 4473.272949
	Iteration 34Q: 3 clusters Score -1051050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1051061.500000 Penalty: 4473.272949
	Iteration 35Q: 3 clusters Score -1051062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1051074.000000 Penalty: 4473.272949
	Iteration 36Q: 3 clusters Score -1051074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1051080.375000 Penalty: 4473.272949
	Iteration 37Q: 3 clusters Score -1051080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1051088.375000 Penalty: 4473.272949
	Iteration 38Q: 3 clusters Score -1051088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1051092.125000 Penalty: 4473.272949
	Iteration 39Q: 3 clusters Score -1051092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1051098.125000 Penalty: 4473.272949
	Iteration 40F: 3 clusters Score -1051098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1051101.500000 Penalty: 4473.272949
	Iteration 41Q: 3 clusters Score -1051102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1051102.500000 Penalty: 4473.272949
	Iteration 42Q: 3 clusters Score -1051102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1051105.125000 Penalty: 4473.272949
	Iteration 43Q: 3 clusters Score -1051105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1051108.625000 Penalty: 4473.272949
	Iteration 44Q: 3 clusters Score -1051109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1051108.125000 Penalty: 4473.272949
	Iteration 45Q: 3 clusters Score -1051108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1051109.000000 Penalty: 4473.272949
	Iteration 46Q: 3 clusters Score -1051109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1051109.000000 Penalty: 4473.272949
	Iteration 47F: 3 clusters Score -1051109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Entering Unmasked Estep 
Score: -1983870.625000 Penalty: 2378.474854
	Iteration 0F: 2 clusters Score -1983871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1973315.750000 Penalty: 4756.949707
	Iteration 0F: 3 clusters Score -1973316 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1976594.125000 Penalty: 4756.949707
	Iteration 1F: 3 clusters Score -1976594 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1976934.000000 Penalty: 4756.949707
	Iteration 2F: 3 clusters Score -1976934 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1977173.500000 Penalty: 4756.949707
	Iteration 3Q: 3 clusters Score -1977174 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1977356.500000 Penalty: 4756.949707
	Iteration 4Q: 3 clusters Score -1977356 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1977514.625000 Penalty: 4756.949707
	Iteration 5Q: 3 clusters Score -1977515 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1977638.000000 Penalty: 4756.949707
	Iteration 6Q: 3 clusters Score -1977638 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1977757.500000 Penalty: 4756.949707
	Iteration 7Q: 3 clusters Score -1977758 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1977884.750000 Penalty: 4756.949707
	Iteration 8Q: 3 clusters Score -1977885 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1978035.625000 Penalty: 4756.949707
	Iteration 9Q: 3 clusters Score -1978036 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1978210.750000 Penalty: 4756.949707
	Iteration 10Q: 3 clusters Score -1978211 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1978436.500000 Penalty: 4756.949707
	Iteration 11Q: 3 clusters Score -1978436 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1978719.500000 Penalty: 4756.949707
	Iteration 12Q: 3 clusters Score -1978720 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1979091.625000 Penalty: 4756.949707
	Iteration 13Q: 3 clusters Score -1979092 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1979465.000000 Penalty: 4756.949707
	Iteration 14Q: 3 clusters Score -1979465 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1979799.125000 Penalty: 4756.949707
	Iteration 15Q: 3 clusters Score -1979799 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1980037.500000 Penalty: 4756.949707
	Iteration 16Q: 3 clusters Score -1980038 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1980189.750000 Penalty: 4756.949707
	Iteration 17Q: 3 clusters Score -1980190 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1980295.500000 Penalty: 4756.949707
	Iteration 18Q: 3 clusters Score -1980296 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1980388.250000 Penalty: 4756.949707
	Iteration 19Q: 3 clusters Score -1980388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1980454.375000 Penalty: 4756.949707
	Iteration 20F: 3 clusters Score -1980454 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1980503.875000 Penalty: 4756.949707
	Iteration 21Q: 3 clusters Score -1980504 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1980545.750000 Penalty: 4756.949707
	Iteration 22Q: 3 clusters Score -1980546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1980591.000000 Penalty: 4756.949707
	Iteration 23Q: 3 clusters Score -1980591 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1980628.125000 Penalty: 4756.949707
	Iteration 24Q: 3 clusters Score -1980628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1980662 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1980683.000000 Penalty: 4756.949707
	Iteration 26Q: 3 clusters Score -1980683 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1980710.375000 Penalty: 4756.949707
	Iteration 27Q: 3 clusters Score -1980710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1980727.125000 Penalty: 4756.949707
	Iteration 28Q: 3 clusters Score -1980727 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1980745.750000 Penalty: 4756.949707
	Iteration 29Q: 3 clusters Score -1980746 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1980773.125000 Penalty: 4756.949707
	Iteration 30Q: 3 clusters Score -1980773 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1980799.250000 Penalty: 4756.949707
	Iteration 31Q: 3 clusters Score -1980799 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1980823.250000 Penalty: 4756.949707
	Iteration 32Q: 3 clusters Score -1980823 nChanged 121
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Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1980865 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1980890 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1980911.000000 Penalty: 4756.949707
	Iteration 35Q: 3 clusters Score -1980911 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1980939.250000 Penalty: 4756.949707
	Iteration 36Q: 3 clusters Score -1980939 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1980968 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1980986 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1981007.125000 Penalty: 4756.949707
	Iteration 39Q: 3 clusters Score -1981007 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1981033.750000 Penalty: 4756.949707
	Iteration 40F: 3 clusters Score -1981034 nChanged 76
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Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1981048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1981070 nChanged 78
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1981090 nChanged 80
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Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1981109.750000 Penalty: 4756.949707
	Iteration 44Q: 3 clusters Score -1981110 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1981131.625000 Penalty: 4756.949707
	Iteration 45Q: 3 clusters Score -1981132 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1981151 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1981182 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1981196.000000 Penalty: 4756.949707
	Iteration 48Q: 3 clusters Score -1981196 nChanged 90
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Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1981225.125000 Penalty: 4756.949707
	Iteration 49Q: 3 clusters Score -1981225 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1981250.500000 Penalty: 4756.949707
	Iteration 50Q: 3 clusters Score -1981250 nChanged 90
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Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1981275 nChanged 93
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Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1981298 nChanged 90
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Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1981323.000000 Penalty: 4756.949707
	Iteration 53Q: 3 clusters Score -1981323 nChanged 69
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Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1981339 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1981363 nChanged 69
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Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1981383 nChanged 56
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Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1981390 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1981412.625000 Penalty: 4756.949707
	Iteration 58Q: 3 clusters Score -1981413 nChanged 57
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Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1981422.250000 Penalty: 4756.949707
	Iteration 59Q: 3 clusters Score -1981422 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1981430.750000 Penalty: 4756.949707
	Iteration 60F: 3 clusters Score -1981431 nChanged 48
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Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1981442.500000 Penalty: 4756.949707
	Iteration 61Q: 3 clusters Score -1981442 nChanged 43
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Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1981452 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1981467.250000 Penalty: 4756.949707
	Iteration 63Q: 3 clusters Score -1981467 nChanged 43
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Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1981479 nChanged 37
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Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1981489 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1981491.625000 Penalty: 4756.949707
	Iteration 66Q: 3 clusters Score -1981492 nChanged 29
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Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1981501 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1981511 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1981520.000000 Penalty: 4756.949707
	Iteration 69Q: 3 clusters Score -1981520 nChanged 39
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Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1981529.750000 Penalty: 4756.949707
	Iteration 70Q: 3 clusters Score -1981530 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1981537 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1981548 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1981553 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1981561.250000 Penalty: 4756.949707
	Iteration 74Q: 3 clusters Score -1981561 nChanged 29
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Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1981561 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1981566.000000 Penalty: 4756.949707
	Iteration 76Q: 3 clusters Score -1981566 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1981580 nChanged 33
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Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1981589 nChanged 32
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Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1981593.875000 Penalty: 4756.949707
	Iteration 79Q: 3 clusters Score -1981594 nChanged 37
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Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1981608.000000 Penalty: 4756.949707
	Iteration 80F: 3 clusters Score -1981608 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1981619.000000 Penalty: 4756.949707
	Iteration 81Q: 3 clusters Score -1981619 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1981629.875000 Penalty: 4756.949707
	Iteration 82Q: 3 clusters Score -1981630 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1981637 nChanged 37
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Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1981648 nChanged 37
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Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1981665 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1981671.250000 Penalty: 4756.949707
	Iteration 86Q: 3 clusters Score -1981671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1981685 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1981700 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1981710.375000 Penalty: 4756.949707
	Iteration 89Q: 3 clusters Score -1981710 nChanged 34
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Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1981725.000000 Penalty: 4756.949707
	Iteration 90Q: 3 clusters Score -1981725 nChanged 31
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Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1981737.875000 Penalty: 4756.949707
	Iteration 91Q: 3 clusters Score -1981738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1981745.250000 Penalty: 4756.949707
	Iteration 92Q: 3 clusters Score -1981745 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1981749.375000 Penalty: 4756.949707
	Iteration 93Q: 3 clusters Score -1981749 nChanged 21
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Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1981754.500000 Penalty: 4756.949707
	Iteration 94Q: 3 clusters Score -1981754 nChanged 16
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Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1981756.625000 Penalty: 4756.949707
	Iteration 95Q: 3 clusters Score -1981757 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1981757.500000 Penalty: 4756.949707
	Iteration 96Q: 3 clusters Score -1981758 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1981758.500000 Penalty: 4756.949707
	Iteration 97Q: 3 clusters Score -1981758 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1981769.625000 Penalty: 4756.949707
	Iteration 98Q: 3 clusters Score -1981770 nChanged 14
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Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1981776.625000 Penalty: 4756.949707
	Iteration 99Q: 3 clusters Score -1981777 nChanged 13
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Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1981780.250000 Penalty: 4756.949707
	Iteration 100F: 3 clusters Score -1981780 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1981779.625000 Penalty: 4756.949707
	Iteration 101Q: 3 clusters Score -1981780 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1981783.000000 Penalty: 4756.949707
	Iteration 102Q: 3 clusters Score -1981783 nChanged 7
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Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1981784 nChanged 9
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Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1981785.250000 Penalty: 4756.949707
	Iteration 104Q: 3 clusters Score -1981785 nChanged 8
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Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1981783.000000 Penalty: 4756.949707
	Iteration 105Q: 3 clusters Score -1981783 nChanged 11
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Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1981793.125000 Penalty: 4756.949707
	Iteration 106Q: 3 clusters Score -1981793 nChanged 10
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Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1981797.375000 Penalty: 4756.949707
	Iteration 107Q: 3 clusters Score -1981797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1981801.750000 Penalty: 4756.949707
	Iteration 108Q: 3 clusters Score -1981802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1981803.500000 Penalty: 4756.949707
	Iteration 109Q: 3 clusters Score -1981804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1981806.375000 Penalty: 4756.949707
	Iteration 110Q: 3 clusters Score -1981806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1981811.375000 Penalty: 4756.949707
	Iteration 111Q: 3 clusters Score -1981811 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1981815.500000 Penalty: 4756.949707
	Iteration 112Q: 3 clusters Score -1981816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1981820.000000 Penalty: 4756.949707
	Iteration 113Q: 3 clusters Score -1981820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1981822.250000 Penalty: 4756.949707
	Iteration 114Q: 3 clusters Score -1981822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1981823.125000 Penalty: 4756.949707
	Iteration 115Q: 3 clusters Score -1981823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1981826.625000 Penalty: 4756.949707
	Iteration 116Q: 3 clusters Score -1981827 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1981826.625000 Penalty: 4756.949707
	Iteration 117Q: 3 clusters Score -1981827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1981831.500000 Penalty: 4756.949707
	Iteration 118Q: 3 clusters Score -1981832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1981833.500000 Penalty: 4756.949707
	Iteration 119Q: 3 clusters Score -1981834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1981836.875000 Penalty: 4756.949707
	Iteration 120F: 3 clusters Score -1981837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1981841.750000 Penalty: 4756.949707
	Iteration 121Q: 3 clusters Score -1981842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1981844.625000 Penalty: 4756.949707
	Iteration 122Q: 3 clusters Score -1981845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1981847.000000 Penalty: 4756.949707
	Iteration 123Q: 3 clusters Score -1981847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1981851.125000 Penalty: 4756.949707
	Iteration 124Q: 3 clusters Score -1981851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1981850.750000 Penalty: 4756.949707
	Iteration 125Q: 3 clusters Score -1981851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1981852.750000 Penalty: 4756.949707
	Iteration 126Q: 3 clusters Score -1981853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1981852.125000 Penalty: 4756.949707
	Iteration 127Q: 3 clusters Score -1981852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1981853.250000 Penalty: 4756.949707
	Iteration 128Q: 3 clusters Score -1981853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1981852.250000 Penalty: 4756.949707
	Iteration 129Q: 3 clusters Score -1981852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1981856.000000 Penalty: 4756.949707
	Iteration 130Q: 3 clusters Score -1981856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1981852.625000 Penalty: 4756.949707
	Iteration 131Q: 3 clusters Score -1981853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1981855.750000 Penalty: 4756.949707
	Iteration 132Q: 3 clusters Score -1981856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1981860.500000 Penalty: 4756.949707
	Iteration 133Q: 3 clusters Score -1981860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1981865.875000 Penalty: 4756.949707
	Iteration 134Q: 3 clusters Score -1981866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1981865.125000 Penalty: 4756.949707
	Iteration 135Q: 3 clusters Score -1981865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1981869.000000 Penalty: 4756.949707
	Iteration 136Q: 3 clusters Score -1981869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1981871.375000 Penalty: 4756.949707
	Iteration 137Q: 3 clusters Score -1981871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1981876.000000 Penalty: 4756.949707
	Iteration 138Q: 3 clusters Score -1981876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1981875.875000 Penalty: 4756.949707
	Iteration 139Q: 3 clusters Score -1981876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1981882.625000 Penalty: 4756.949707
	Iteration 140F: 3 clusters Score -1981883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1981882.000000 Penalty: 4756.949707
	Iteration 141Q: 3 clusters Score -1981882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1981882.125000 Penalty: 4756.949707
	Iteration 142Q: 3 clusters Score -1981882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1981882.125000 Penalty: 4756.949707
	Iteration 143Q: 3 clusters Score -1981882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1981882.125000 Penalty: 4756.949707
	Iteration 144F: 3 clusters Score -1981882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Entering Unmasked Estep 
Score: -2543146.500000 Penalty: 2441.483643
	Iteration 0F: 2 clusters Score -2543146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2529777.750000 Penalty: 4882.967285
	Iteration 0F: 3 clusters Score -2529778 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2534474.750000 Penalty: 4882.967285
	Iteration 1F: 3 clusters Score -2534475 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2534983.250000 Penalty: 4882.967285
	Iteration 2F: 3 clusters Score -2534983 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2535440.000000 Penalty: 4882.967285
	Iteration 3F: 3 clusters Score -2535440 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2535868.750000 Penalty: 4882.967285
	Iteration 4Q: 3 clusters Score -2535869 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2536250.250000 Penalty: 4882.967285
	Iteration 5Q: 3 clusters Score -2536250 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2536614.750000 Penalty: 4882.967285
	Iteration 6Q: 3 clusters Score -2536615 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2536981.000000 Penalty: 4882.967285
	Iteration 7Q: 3 clusters Score -2536981 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2537389.500000 Penalty: 4882.967285
	Iteration 8Q: 3 clusters Score -2537390 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2537848.250000 Penalty: 4882.967285
	Iteration 9Q: 3 clusters Score -2537848 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2538361.250000 Penalty: 4882.967285
	Iteration 10Q: 3 clusters Score -2538361 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2538881.250000 Penalty: 4882.967285
	Iteration 11Q: 3 clusters Score -2538881 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2539389.000000 Penalty: 4882.967285
	Iteration 12Q: 3 clusters Score -2539389 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2539845.000000 Penalty: 4882.967285
	Iteration 13Q: 3 clusters Score -2539845 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2540244.500000 Penalty: 4882.967285
	Iteration 14Q: 3 clusters Score -2540244 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2540561.250000 Penalty: 4882.967285
	Iteration 15Q: 3 clusters Score -2540561 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2540803.750000 Penalty: 4882.967285
	Iteration 16Q: 3 clusters Score -2540804 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2541008.500000 Penalty: 4882.967285
	Iteration 17Q: 3 clusters Score -2541008 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2541205.500000 Penalty: 4882.967285
	Iteration 18Q: 3 clusters Score -2541206 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2541378.250000 Penalty: 4882.967285
	Iteration 19Q: 3 clusters Score -2541378 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2541523.250000 Penalty: 4882.967285
	Iteration 20F: 3 clusters Score -2541523 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2541657.750000 Penalty: 4882.967285
	Iteration 21Q: 3 clusters Score -2541658 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2541767.750000 Penalty: 4882.967285
	Iteration 22Q: 3 clusters Score -2541768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2541864.750000 Penalty: 4882.967285
	Iteration 23Q: 3 clusters Score -2541865 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2541953.500000 Penalty: 4882.967285
	Iteration 24Q: 3 clusters Score -2541954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2542000.500000 Penalty: 4882.967285
	Iteration 25Q: 3 clusters Score -2542000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2542033.750000 Penalty: 4882.967285
	Iteration 26Q: 3 clusters Score -2542034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2542065.000000 Penalty: 4882.967285
	Iteration 27Q: 3 clusters Score -2542065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2542084.500000 Penalty: 4882.967285
	Iteration 28Q: 3 clusters Score -2542084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2542097.000000 Penalty: 4882.967285
	Iteration 29Q: 3 clusters Score -2542097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2542111.500000 Penalty: 4882.967285
	Iteration 30Q: 3 clusters Score -2542112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2542113.500000 Penalty: 4882.967285
	Iteration 31Q: 3 clusters Score -2542114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2542117.250000 Penalty: 4882.967285
	Iteration 32Q: 3 clusters Score -2542117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2542124.500000 Penalty: 4882.967285
	Iteration 33Q: 3 clusters Score -2542124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2542123.250000 Penalty: 4882.967285
	Iteration 34Q: 3 clusters Score -2542123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2542131.000000 Penalty: 4882.967285
	Iteration 35Q: 3 clusters Score -2542131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2542135.250000 Penalty: 4882.967285
	Iteration 36Q: 3 clusters Score -2542135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2542138.750000 Penalty: 4882.967285
	Iteration 37Q: 3 clusters Score -2542139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2542137.750000 Penalty: 4882.967285
	Iteration 38Q: 3 clusters Score -2542138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2542142.000000 Penalty: 4882.967285
	Iteration 39Q: 3 clusters Score -2542142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2542145.000000 Penalty: 4882.967285
	Iteration 40F: 3 clusters Score -2542145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2542148.250000 Penalty: 4882.967285
	Iteration 41Q: 3 clusters Score -2542148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2542148.000000 Penalty: 4882.967285
	Iteration 42Q: 3 clusters Score -2542148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2542150.250000 Penalty: 4882.967285
	Iteration 43Q: 3 clusters Score -2542150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2542152.000000 Penalty: 4882.967285
	Iteration 44Q: 3 clusters Score -2542152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2542159.500000 Penalty: 4882.967285
	Iteration 45Q: 3 clusters Score -2542160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2542160.750000 Penalty: 4882.967285
	Iteration 46Q: 3 clusters Score -2542161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2542161.250000 Penalty: 4882.967285
	Iteration 47Q: 3 clusters Score -2542161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2542160.500000 Penalty: 4882.967285
	Iteration 48Q: 3 clusters Score -2542160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2542160.500000 Penalty: 4882.967285
	Iteration 49F: 3 clusters Score -2542160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -24013.107422 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -24013.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22842.152344 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -22842.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23031.625000 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -23031.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23181.921875 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -23181.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23262.910156 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -23262.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23295.181641 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -23295.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23338.148438 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -23338.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23376.875000 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -23376.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23397.615234 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -23397.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23404.451172 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -23404.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23409.947266 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -23409.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23413.410156 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -23413.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23417.220703 Penalty: 2734.660645
	Iteration 11Q: 3 clusters Score -23417.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23458.033203 Penalty: 2734.660645
	Iteration 12Q: 3 clusters Score -23458.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23458.033203 Penalty: 2734.660645
	Iteration 13F: 3 clusters Score -23458.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216932 members 
Entering Unmasked Estep 
Score: -28783108.000000 Penalty: 3047.260010
	Iteration 0F: 2 clusters Score -2.878311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -28647046.000000 Penalty: 6094.520020
	Iteration 0F: 3 clusters Score -2.864705e+07 nChanged 104743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107610 members 
Mstep: Class 2 contains 109322 members 
Entering Unmasked Estep 
Score: -28709086.000000 Penalty: 6094.520020
	Iteration 1F: 3 clusters Score -2.870909e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 109678 members 
Entering Unmasked Estep 
Score: -28710436.000000 Penalty: 6094.520020
	Iteration 2Q: 3 clusters Score -2.871044e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106633 members 
Mstep: Class 2 contains 110299 members 
Entering Unmasked Estep 
Score: -28711910.000000 Penalty: 6094.520020
	Iteration 3Q: 3 clusters Score -2.871191e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 111226 members 
Entering Unmasked Estep 
Score: -28714262.000000 Penalty: 6094.520020
	Iteration 4Q: 3 clusters Score -2.871426e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104195 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -28717528.000000 Penalty: 6094.520020
	Iteration 5Q: 3 clusters Score -2.871753e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -28722136.000000 Penalty: 6094.520020
	Iteration 6Q: 3 clusters Score -2.872214e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -28728876.000000 Penalty: 6094.520020
	Iteration 7F: 3 clusters Score -2.872888e+07 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -28738220.000000 Penalty: 6094.520020
	Iteration 8F: 3 clusters Score -2.873822e+07 nChanged 14654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 129085 members 
Entering Unmasked Estep 
Score: -28749852.000000 Penalty: 6094.520020
	Iteration 9F: 3 clusters Score -2.874985e+07 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 133821 members 
Entering Unmasked Estep 
Score: -28760230.000000 Penalty: 6094.520020
	Iteration 10F: 3 clusters Score -2.876023e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -28765778.000000 Penalty: 6094.520020
	Iteration 11Q: 3 clusters Score -2.876578e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -28768394.000000 Penalty: 6094.520020
	Iteration 12Q: 3 clusters Score -2.876839e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 143707 members 
Entering Unmasked Estep 
Score: -28770168.000000 Penalty: 6094.520020
	Iteration 13Q: 3 clusters Score -2.877017e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 146675 members 
Entering Unmasked Estep 
Score: -28771932.000000 Penalty: 6094.520020
	Iteration 14Q: 3 clusters Score -2.877193e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 149660 members 
Entering Unmasked Estep 
Score: -28773258.000000 Penalty: 6094.520020
	Iteration 15Q: 3 clusters Score -2.877326e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 152514 members 
Entering Unmasked Estep 
Score: -28774544.000000 Penalty: 6094.520020
	Iteration 16Q: 3 clusters Score -2.877454e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 155263 members 
Entering Unmasked Estep 
Score: -28775732.000000 Penalty: 6094.520020
	Iteration 17Q: 3 clusters Score -2.877573e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 157920 members 
Entering Unmasked Estep 
Score: -28776672.000000 Penalty: 6094.520020
	Iteration 18Q: 3 clusters Score -2.877667e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 160478 members 
Entering Unmasked Estep 
Score: -28777352.000000 Penalty: 6094.520020
	Iteration 19Q: 3 clusters Score -2.877735e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 162916 members 
Entering Unmasked Estep 
Score: -28778078.000000 Penalty: 6094.520020
	Iteration 20F: 3 clusters Score -2.877808e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -28778630.000000 Penalty: 6094.520020
	Iteration 21Q: 3 clusters Score -2.877863e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 167569 members 
Entering Unmasked Estep 
Score: -28779200.000000 Penalty: 6094.520020
	Iteration 22Q: 3 clusters Score -2.87792e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 169831 members 
Entering Unmasked Estep 
Score: -28779666.000000 Penalty: 6094.520020
	Iteration 23Q: 3 clusters Score -2.877967e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 171961 members 
Entering Unmasked Estep 
Score: -28780046.000000 Penalty: 6094.520020
	Iteration 24Q: 3 clusters Score -2.878005e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 174006 members 
Entering Unmasked Estep 
Score: -28780486.000000 Penalty: 6094.520020
	Iteration 25Q: 3 clusters Score -2.878049e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 176034 members 
Entering Unmasked Estep 
Score: -28780788.000000 Penalty: 6094.520020
	Iteration 26Q: 3 clusters Score -2.878079e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 178040 members 
Entering Unmasked Estep 
Score: -28781086.000000 Penalty: 6094.520020
	Iteration 27Q: 3 clusters Score -2.878109e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -28781584.000000 Penalty: 6094.520020
	Iteration 28Q: 3 clusters Score -2.878158e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 181859 members 
Entering Unmasked Estep 
Score: -28781774.000000 Penalty: 6094.520020
	Iteration 29Q: 3 clusters Score -2.878177e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 183660 members 
Entering Unmasked Estep 
Score: -28781968.000000 Penalty: 6094.520020
	Iteration 30Q: 3 clusters Score -2.878197e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 185427 members 
Entering Unmasked Estep 
Score: -28782214.000000 Penalty: 6094.520020
	Iteration 31Q: 3 clusters Score -2.878221e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 187130 members 
Entering Unmasked Estep 
Score: -28782466.000000 Penalty: 6094.520020
	Iteration 32Q: 3 clusters Score -2.878247e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 188725 members 
Entering Unmasked Estep 
Score: -28782666.000000 Penalty: 6094.520020
	Iteration 33Q: 3 clusters Score -2.878267e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 190225 members 
Entering Unmasked Estep 
Score: -28782872.000000 Penalty: 6094.520020
	Iteration 34Q: 3 clusters Score -2.878287e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 191700 members 
Entering Unmasked Estep 
Score: -28783076.000000 Penalty: 6094.520020
	Iteration 35Q: 3 clusters Score -2.878308e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 193110 members 
Entering Unmasked Estep 
Score: -28783218.000000 Penalty: 6094.520020
	Iteration 36Q: 3 clusters Score -2.878322e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 194363 members 
Entering Unmasked Estep 
Score: -28783332.000000 Penalty: 6094.520020
	Iteration 37Q: 3 clusters Score -2.878333e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 195553 members 
Entering Unmasked Estep 
Score: -28783384.000000 Penalty: 6094.520020
	Iteration 38Q: 3 clusters Score -2.878338e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 196689 members 
Entering Unmasked Estep 
Score: -28783306.000000 Penalty: 6094.520020
	Iteration 39Q: 3 clusters Score -2.878331e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 197781 members 
Entering Unmasked Estep 
Score: -28783292.000000 Penalty: 6094.520020
	Iteration 40F: 3 clusters Score -2.878329e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 198853 members 
Entering Unmasked Estep 
Score: -28783234.000000 Penalty: 6094.520020
	Iteration 41Q: 3 clusters Score -2.878323e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 199878 members 
Entering Unmasked Estep 
Score: -28783340.000000 Penalty: 6094.520020
	Iteration 42Q: 3 clusters Score -2.878334e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 200848 members 
Entering Unmasked Estep 
Score: -28783196.000000 Penalty: 6094.520020
	Iteration 43Q: 3 clusters Score -2.87832e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 201707 members 
Entering Unmasked Estep 
Score: -28783302.000000 Penalty: 6094.520020
	Iteration 44Q: 3 clusters Score -2.87833e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 202544 members 
Entering Unmasked Estep 
Score: -28783270.000000 Penalty: 6094.520020
	Iteration 45Q: 3 clusters Score -2.878327e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 203383 members 
Entering Unmasked Estep 
Score: -28783228.000000 Penalty: 6094.520020
	Iteration 46Q: 3 clusters Score -2.878323e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 204181 members 
Entering Unmasked Estep 
Score: -28783192.000000 Penalty: 6094.520020
	Iteration 47Q: 3 clusters Score -2.878319e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 204947 members 
Entering Unmasked Estep 
Score: -28783202.000000 Penalty: 6094.520020
	Iteration 48Q: 3 clusters Score -2.87832e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 205670 members 
Entering Unmasked Estep 
Score: -28783028.000000 Penalty: 6094.520020
	Iteration 49Q: 3 clusters Score -2.878303e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 206352 members 
Entering Unmasked Estep 
Score: -28783052.000000 Penalty: 6094.520020
	Iteration 50Q: 3 clusters Score -2.878305e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 206990 members 
Entering Unmasked Estep 
Score: -28782930.000000 Penalty: 6094.520020
	Iteration 51Q: 3 clusters Score -2.878293e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 207622 members 
Entering Unmasked Estep 
Score: -28782964.000000 Penalty: 6094.520020
	Iteration 52Q: 3 clusters Score -2.878296e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 208187 members 
Entering Unmasked Estep 
Score: -28782950.000000 Penalty: 6094.520020
	Iteration 53Q: 3 clusters Score -2.878295e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 208720 members 
Entering Unmasked Estep 
Score: -28782896.000000 Penalty: 6094.520020
	Iteration 54Q: 3 clusters Score -2.87829e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 209216 members 
Entering Unmasked Estep 
Score: -28782700.000000 Penalty: 6094.520020
	Iteration 55Q: 3 clusters Score -2.87827e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 209670 members 
Entering Unmasked Estep 
Score: -28782598.000000 Penalty: 6094.520020
	Iteration 56Q: 3 clusters Score -2.87826e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 210089 members 
Entering Unmasked Estep 
Score: -28782442.000000 Penalty: 6094.520020
	Iteration 57Q: 3 clusters Score -2.878244e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 210458 members 
Entering Unmasked Estep 
Score: -28782376.000000 Penalty: 6094.520020
	Iteration 58Q: 3 clusters Score -2.878238e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 210803 members 
Entering Unmasked Estep 
Score: -28782270.000000 Penalty: 6094.520020
	Iteration 59Q: 3 clusters Score -2.878227e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 211108 members 
Entering Unmasked Estep 
Score: -28782234.000000 Penalty: 6094.520020
	Iteration 60F: 3 clusters Score -2.878223e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 211388 members 
Entering Unmasked Estep 
Score: -28782138.000000 Penalty: 6094.520020
	Iteration 61Q: 3 clusters Score -2.878214e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 211668 members 
Entering Unmasked Estep 
Score: -28782162.000000 Penalty: 6094.520020
	Iteration 62Q: 3 clusters Score -2.878216e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 211931 members 
Entering Unmasked Estep 
Score: -28782008.000000 Penalty: 6094.520020
	Iteration 63Q: 3 clusters Score -2.878201e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 212172 members 
Entering Unmasked Estep 
Score: -28781960.000000 Penalty: 6094.520020
	Iteration 64Q: 3 clusters Score -2.878196e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 212408 members 
Entering Unmasked Estep 
Score: -28781960.000000 Penalty: 6094.520020
	Iteration 65Q: 3 clusters Score -2.878196e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 212626 members 
Entering Unmasked Estep 
Score: -28781894.000000 Penalty: 6094.520020
	Iteration 66Q: 3 clusters Score -2.878189e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 212847 members 
Entering Unmasked Estep 
Score: -28781850.000000 Penalty: 6094.520020
	Iteration 67Q: 3 clusters Score -2.878185e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 213058 members 
Entering Unmasked Estep 
Score: -28781832.000000 Penalty: 6094.520020
	Iteration 68Q: 3 clusters Score -2.878183e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 213237 members 
Entering Unmasked Estep 
Score: -28781740.000000 Penalty: 6094.520020
	Iteration 69Q: 3 clusters Score -2.878174e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 213400 members 
Entering Unmasked Estep 
Score: -28781766.000000 Penalty: 6094.520020
	Iteration 70Q: 3 clusters Score -2.878177e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 213547 members 
Entering Unmasked Estep 
Score: -28781684.000000 Penalty: 6094.520020
	Iteration 71Q: 3 clusters Score -2.878168e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 213665 members 
Entering Unmasked Estep 
Score: -28781668.000000 Penalty: 6094.520020
	Iteration 72Q: 3 clusters Score -2.878167e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 213782 members 
Entering Unmasked Estep 
Score: -28781634.000000 Penalty: 6094.520020
	Iteration 73Q: 3 clusters Score -2.878163e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 213895 members 
Entering Unmasked Estep 
Score: -28781518.000000 Penalty: 6094.520020
	Iteration 74Q: 3 clusters Score -2.878152e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 214002 members 
Entering Unmasked Estep 
Score: -28781528.000000 Penalty: 6094.520020
	Iteration 75Q: 3 clusters Score -2.878153e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 214095 members 
Entering Unmasked Estep 
Score: -28781516.000000 Penalty: 6094.520020
	Iteration 76Q: 3 clusters Score -2.878152e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 214193 members 
Entering Unmasked Estep 
Score: -28781482.000000 Penalty: 6094.520020
	Iteration 77Q: 3 clusters Score -2.878148e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 214282 members 
Entering Unmasked Estep 
Score: -28781476.000000 Penalty: 6094.520020
	Iteration 78Q: 3 clusters Score -2.878148e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 214355 members 
Entering Unmasked Estep 
Score: -28781468.000000 Penalty: 6094.520020
	Iteration 79Q: 3 clusters Score -2.878147e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 214412 members 
Entering Unmasked Estep 
Score: -28781440.000000 Penalty: 6094.520020
	Iteration 80F: 3 clusters Score -2.878144e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 214469 members 
Entering Unmasked Estep 
Score: -28781454.000000 Penalty: 6094.520020
	Iteration 81Q: 3 clusters Score -2.878145e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 214514 members 
Entering Unmasked Estep 
Score: -28781406.000000 Penalty: 6094.520020
	Iteration 82Q: 3 clusters Score -2.878141e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 214556 members 
Entering Unmasked Estep 
Score: -28781382.000000 Penalty: 6094.520020
	Iteration 83Q: 3 clusters Score -2.878138e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 214596 members 
Entering Unmasked Estep 
Score: -28781388.000000 Penalty: 6094.520020
	Iteration 84Q: 3 clusters Score -2.878139e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 214639 members 
Entering Unmasked Estep 
Score: -28781360.000000 Penalty: 6094.520020
	Iteration 85Q: 3 clusters Score -2.878136e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 214684 members 
Entering Unmasked Estep 
Score: -28781406.000000 Penalty: 6094.520020
	Iteration 86Q: 3 clusters Score -2.878141e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 214728 members 
Entering Unmasked Estep 
Score: -28781414.000000 Penalty: 6094.520020
	Iteration 87Q: 3 clusters Score -2.878141e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 214768 members 
Entering Unmasked Estep 
Score: -28781438.000000 Penalty: 6094.520020
	Iteration 88Q: 3 clusters Score -2.878144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 214797 members 
Entering Unmasked Estep 
Score: -28781412.000000 Penalty: 6094.520020
	Iteration 89Q: 3 clusters Score -2.878141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 214826 members 
Entering Unmasked Estep 
Score: -28781404.000000 Penalty: 6094.520020
	Iteration 90Q: 3 clusters Score -2.87814e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 214853 members 
Entering Unmasked Estep 
Score: -28781418.000000 Penalty: 6094.520020
	Iteration 91Q: 3 clusters Score -2.878142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 214875 members 
Entering Unmasked Estep 
Score: -28781442.000000 Penalty: 6094.520020
	Iteration 92Q: 3 clusters Score -2.878144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 214892 members 
Entering Unmasked Estep 
Score: -28781430.000000 Penalty: 6094.520020
	Iteration 93Q: 3 clusters Score -2.878143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 214909 members 
Entering Unmasked Estep 
Score: -28781426.000000 Penalty: 6094.520020
	Iteration 94Q: 3 clusters Score -2.878143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 214935 members 
Entering Unmasked Estep 
Score: -28781410.000000 Penalty: 6094.520020
	Iteration 95Q: 3 clusters Score -2.878141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 214964 members 
Entering Unmasked Estep 
Score: -28781426.000000 Penalty: 6094.520020
	Iteration 96Q: 3 clusters Score -2.878143e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 214996 members 
Entering Unmasked Estep 
Score: -28781434.000000 Penalty: 6094.520020
	Iteration 97Q: 3 clusters Score -2.878143e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 215033 members 
Entering Unmasked Estep 
Score: -28781462.000000 Penalty: 6094.520020
	Iteration 98Q: 3 clusters Score -2.878146e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 215058 members 
Entering Unmasked Estep 
Score: -28781446.000000 Penalty: 6094.520020
	Iteration 99Q: 3 clusters Score -2.878145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 215081 members 
Entering Unmasked Estep 
Score: -28781428.000000 Penalty: 6094.520020
	Iteration 100F: 3 clusters Score -2.878143e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 215105 members 
Entering Unmasked Estep 
Score: -28781464.000000 Penalty: 6094.520020
	Iteration 101Q: 3 clusters Score -2.878146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 215129 members 
Entering Unmasked Estep 
Score: -28781434.000000 Penalty: 6094.520020
	Iteration 102Q: 3 clusters Score -2.878143e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 215158 members 
Entering Unmasked Estep 
Score: -28781408.000000 Penalty: 6094.520020
	Iteration 103Q: 3 clusters Score -2.878141e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 215182 members 
Entering Unmasked Estep 
Score: -28781402.000000 Penalty: 6094.520020
	Iteration 104Q: 3 clusters Score -2.87814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 215212 members 
Entering Unmasked Estep 
Score: -28781426.000000 Penalty: 6094.520020
	Iteration 105Q: 3 clusters Score -2.878143e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 215242 members 
Entering Unmasked Estep 
Score: -28781410.000000 Penalty: 6094.520020
	Iteration 106Q: 3 clusters Score -2.878141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 215264 members 
Entering Unmasked Estep 
Score: -28781362.000000 Penalty: 6094.520020
	Iteration 107Q: 3 clusters Score -2.878136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 215290 members 
Entering Unmasked Estep 
Score: -28781402.000000 Penalty: 6094.520020
	Iteration 108Q: 3 clusters Score -2.87814e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 215318 members 
Entering Unmasked Estep 
Score: -28781408.000000 Penalty: 6094.520020
	Iteration 109Q: 3 clusters Score -2.878141e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 215344 members 
Entering Unmasked Estep 
Score: -28781366.000000 Penalty: 6094.520020
	Iteration 110Q: 3 clusters Score -2.878137e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 215371 members 
Entering Unmasked Estep 
Score: -28781354.000000 Penalty: 6094.520020
	Iteration 111Q: 3 clusters Score -2.878135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 215387 members 
Entering Unmasked Estep 
Score: -28781384.000000 Penalty: 6094.520020
	Iteration 112Q: 3 clusters Score -2.878138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 215403 members 
Entering Unmasked Estep 
Score: -28781388.000000 Penalty: 6094.520020
	Iteration 113Q: 3 clusters Score -2.878139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 215424 members 
Entering Unmasked Estep 
Score: -28781374.000000 Penalty: 6094.520020
	Iteration 114Q: 3 clusters Score -2.878137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 215440 members 
Entering Unmasked Estep 
Score: -28781400.000000 Penalty: 6094.520020
	Iteration 115Q: 3 clusters Score -2.87814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 215460 members 
Entering Unmasked Estep 
Score: -28781378.000000 Penalty: 6094.520020
	Iteration 116Q: 3 clusters Score -2.878138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 215479 members 
Entering Unmasked Estep 
Score: -28781372.000000 Penalty: 6094.520020
	Iteration 117Q: 3 clusters Score -2.878137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 215492 members 
Entering Unmasked Estep 
Score: -28781390.000000 Penalty: 6094.520020
	Iteration 118Q: 3 clusters Score -2.878139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 215506 members 
Entering Unmasked Estep 
Score: -28781394.000000 Penalty: 6094.520020
	Iteration 119Q: 3 clusters Score -2.878139e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 215527 members 
Entering Unmasked Estep 
Score: -28781360.000000 Penalty: 6094.520020
	Iteration 120F: 3 clusters Score -2.878136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 215536 members 
Entering Unmasked Estep 
Score: -28781358.000000 Penalty: 6094.520020
	Iteration 121Q: 3 clusters Score -2.878136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 215553 members 
Entering Unmasked Estep 
Score: -28781342.000000 Penalty: 6094.520020
	Iteration 122Q: 3 clusters Score -2.878134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 215563 members 
Entering Unmasked Estep 
Score: -28781352.000000 Penalty: 6094.520020
	Iteration 123Q: 3 clusters Score -2.878135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 215573 members 
Entering Unmasked Estep 
Score: -28781362.000000 Penalty: 6094.520020
	Iteration 124Q: 3 clusters Score -2.878136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 215584 members 
Entering Unmasked Estep 
Score: -28781332.000000 Penalty: 6094.520020
	Iteration 125Q: 3 clusters Score -2.878133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 215598 members 
Entering Unmasked Estep 
Score: -28781314.000000 Penalty: 6094.520020
	Iteration 126Q: 3 clusters Score -2.878131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 215616 members 
Entering Unmasked Estep 
Score: -28781320.000000 Penalty: 6094.520020
	Iteration 127Q: 3 clusters Score -2.878132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 215631 members 
Entering Unmasked Estep 
Score: -28781312.000000 Penalty: 6094.520020
	Iteration 128Q: 3 clusters Score -2.878131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 215640 members 
Entering Unmasked Estep 
Score: -28781334.000000 Penalty: 6094.520020
	Iteration 129Q: 3 clusters Score -2.878133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 215647 members 
Entering Unmasked Estep 
Score: -28781310.000000 Penalty: 6094.520020
	Iteration 130Q: 3 clusters Score -2.878131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 215660 members 
Entering Unmasked Estep 
Score: -28781314.000000 Penalty: 6094.520020
	Iteration 131Q: 3 clusters Score -2.878131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 215670 members 
Entering Unmasked Estep 
Score: -28781312.000000 Penalty: 6094.520020
	Iteration 132Q: 3 clusters Score -2.878131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 215675 members 
Entering Unmasked Estep 
Score: -28781316.000000 Penalty: 6094.520020
	Iteration 133Q: 3 clusters Score -2.878132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 215680 members 
Entering Unmasked Estep 
Score: -28781318.000000 Penalty: 6094.520020
	Iteration 134Q: 3 clusters Score -2.878132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 215686 members 
Entering Unmasked Estep 
Score: -28781316.000000 Penalty: 6094.520020
	Iteration 135Q: 3 clusters Score -2.878132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 215692 members 
Entering Unmasked Estep 
Score: -28781314.000000 Penalty: 6094.520020
	Iteration 136Q: 3 clusters Score -2.878131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 215703 members 
Entering Unmasked Estep 
Score: -28781296.000000 Penalty: 6094.520020
	Iteration 137Q: 3 clusters Score -2.87813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 215712 members 
Entering Unmasked Estep 
Score: -28781296.000000 Penalty: 6094.520020
	Iteration 138Q: 3 clusters Score -2.87813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 215720 members 
Entering Unmasked Estep 
Score: -28781270.000000 Penalty: 6094.520020
	Iteration 139Q: 3 clusters Score -2.878127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 215720 members 
Entering Unmasked Estep 
Score: -28781300.000000 Penalty: 6094.520020
	Iteration 140F: 3 clusters Score -2.87813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 215723 members 
Entering Unmasked Estep 
Score: -28781308.000000 Penalty: 6094.520020
	Iteration 141Q: 3 clusters Score -2.878131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 215724 members 
Entering Unmasked Estep 
Score: -28781300.000000 Penalty: 6094.520020
	Iteration 142Q: 3 clusters Score -2.87813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 215727 members 
Entering Unmasked Estep 
Score: -28781308.000000 Penalty: 6094.520020
	Iteration 143Q: 3 clusters Score -2.878131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 215728 members 
Entering Unmasked Estep 
Score: -28781318.000000 Penalty: 6094.520020
	Iteration 144Q: 3 clusters Score -2.878132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 215730 members 
Entering Unmasked Estep 
Score: -28781314.000000 Penalty: 6094.520020
	Iteration 145Q: 3 clusters Score -2.878131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 215731 members 
Entering Unmasked Estep 
Score: -28781316.000000 Penalty: 6094.520020
	Iteration 146Q: 3 clusters Score -2.878132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 215731 members 
Entering Unmasked Estep 
Score: -28781316.000000 Penalty: 6094.520020
	Iteration 147F: 3 clusters Score -2.878132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 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 286 members 
Entering Unmasked Estep 
Score: -57874.644531 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57874.64 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58237.949219 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58237.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58550.035156 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58550.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58806.367188 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -58806.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59004.796875 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -59004.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59267.519531 Penalty: 3150.039307
	Iteration 5F: 3 clusters Score -59267.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59416.343750 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59416.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59596.289062 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59596.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59672.312500 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -59672.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59817.925781 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -59817.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60038.527344 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60038.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60092.257812 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60092.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60105.093750 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60105.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60113.441406 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60113.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60121.628906 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60121.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60134.218750 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60134.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60153.429688 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -60153.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60159.914062 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -60159.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60159.914062 Penalty: 3150.039307
	Iteration 18F: 3 clusters Score -60159.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216932 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 43820 members 
Mstep: Class 18 contains 55443 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42482 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 26096 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191600 members 
Mstep: Class 30 contains 180 members 
Entering Unmasked Estep 
Score: -133257024.000000 Penalty: 102991.429688
Splitting cluster 7 changes total score from -133258120.000000 to -133257024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (187767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187767 members 
Entering Unmasked Estep 
Score: -24831466.000000 Penalty: 3011.453369
	Iteration 0F: 2 clusters Score -2.483147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 93694 members 
Entering Unmasked Estep 
Score: -24722372.000000 Penalty: 6022.906738
	Iteration 0F: 3 clusters Score -2.472237e+07 nChanged 90098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96741 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -24775236.000000 Penalty: 6022.906738
	Iteration 1F: 3 clusters Score -2.477524e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -24776084.000000 Penalty: 6022.906738
	Iteration 2Q: 3 clusters Score -2.477608e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -24777324.000000 Penalty: 6022.906738
	Iteration 3Q: 3 clusters Score -2.477732e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -24779022.000000 Penalty: 6022.906738
	Iteration 4Q: 3 clusters Score -2.477902e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -24781574.000000 Penalty: 6022.906738
	Iteration 5Q: 3 clusters Score -2.478157e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -24786310.000000 Penalty: 6022.906738
	Iteration 6Q: 3 clusters Score -2.478631e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117514 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -24793186.000000 Penalty: 6022.906738
	Iteration 7F: 3 clusters Score -2.479319e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -24801412.000000 Penalty: 6022.906738
	Iteration 8F: 3 clusters Score -2.480141e+07 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130185 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -24809538.000000 Penalty: 6022.906738
	Iteration 9F: 3 clusters Score -2.480954e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134281 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -24814860.000000 Penalty: 6022.906738
	Iteration 10F: 3 clusters Score -2.481486e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136834 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -24817482.000000 Penalty: 6022.906738
	Iteration 11Q: 3 clusters Score -2.481748e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -24818804.000000 Penalty: 6022.906738
	Iteration 12Q: 3 clusters Score -2.48188e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140300 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -24819466.000000 Penalty: 6022.906738
	Iteration 13Q: 3 clusters Score -2.481947e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -24819772.000000 Penalty: 6022.906738
	Iteration 14Q: 3 clusters Score -2.481977e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142911 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -24820136.000000 Penalty: 6022.906738
	Iteration 15Q: 3 clusters Score -2.482014e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144164 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -24820470.000000 Penalty: 6022.906738
	Iteration 16Q: 3 clusters Score -2.482047e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145480 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -24820978.000000 Penalty: 6022.906738
	Iteration 17Q: 3 clusters Score -2.482098e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146737 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -24821272.000000 Penalty: 6022.906738
	Iteration 18Q: 3 clusters Score -2.482127e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147983 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -24821538.000000 Penalty: 6022.906738
	Iteration 19Q: 3 clusters Score -2.482154e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149154 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -24821892.000000 Penalty: 6022.906738
	Iteration 20F: 3 clusters Score -2.482189e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -24822096.000000 Penalty: 6022.906738
	Iteration 21Q: 3 clusters Score -2.48221e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151646 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -24822582.000000 Penalty: 6022.906738
	Iteration 22Q: 3 clusters Score -2.482258e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152926 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -24823062.000000 Penalty: 6022.906738
	Iteration 23Q: 3 clusters Score -2.482306e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -24823666.000000 Penalty: 6022.906738
	Iteration 24Q: 3 clusters Score -2.482367e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155764 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -24824128.000000 Penalty: 6022.906738
	Iteration 25Q: 3 clusters Score -2.482413e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157256 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -24824676.000000 Penalty: 6022.906738
	Iteration 26Q: 3 clusters Score -2.482468e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158828 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -24825186.000000 Penalty: 6022.906738
	Iteration 27Q: 3 clusters Score -2.482519e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160392 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -24825680.000000 Penalty: 6022.906738
	Iteration 28Q: 3 clusters Score -2.482568e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162013 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -24826124.000000 Penalty: 6022.906738
	Iteration 29Q: 3 clusters Score -2.482612e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -24826638.000000 Penalty: 6022.906738
	Iteration 30Q: 3 clusters Score -2.482664e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165286 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -24827070.000000 Penalty: 6022.906738
	Iteration 31Q: 3 clusters Score -2.482707e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -24827342.000000 Penalty: 6022.906738
	Iteration 32Q: 3 clusters Score -2.482734e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168363 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -24827818.000000 Penalty: 6022.906738
	Iteration 33Q: 3 clusters Score -2.482782e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169826 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -24828130.000000 Penalty: 6022.906738
	Iteration 34Q: 3 clusters Score -2.482813e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171240 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -24828536.000000 Penalty: 6022.906738
	Iteration 35Q: 3 clusters Score -2.482854e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172658 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -24828906.000000 Penalty: 6022.906738
	Iteration 36Q: 3 clusters Score -2.482891e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173980 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -24829250.000000 Penalty: 6022.906738
	Iteration 37Q: 3 clusters Score -2.482925e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175212 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -24829624.000000 Penalty: 6022.906738
	Iteration 38Q: 3 clusters Score -2.482962e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176345 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -24829676.000000 Penalty: 6022.906738
	Iteration 39Q: 3 clusters Score -2.482968e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177397 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -24829868.000000 Penalty: 6022.906738
	Iteration 40F: 3 clusters Score -2.482987e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -24829862.000000 Penalty: 6022.906738
	Iteration 41Q: 3 clusters Score -2.482986e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179227 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -24829864.000000 Penalty: 6022.906738
	Iteration 42Q: 3 clusters Score -2.482986e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179993 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -24829910.000000 Penalty: 6022.906738
	Iteration 43Q: 3 clusters Score -2.482991e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180636 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -24829962.000000 Penalty: 6022.906738
	Iteration 44Q: 3 clusters Score -2.482996e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181216 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -24830048.000000 Penalty: 6022.906738
	Iteration 45Q: 3 clusters Score -2.483005e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181725 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -24830102.000000 Penalty: 6022.906738
	Iteration 46Q: 3 clusters Score -2.48301e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182168 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -24830078.000000 Penalty: 6022.906738
	Iteration 47Q: 3 clusters Score -2.483008e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182585 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -24830150.000000 Penalty: 6022.906738
	Iteration 48Q: 3 clusters Score -2.483015e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182938 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -24830236.000000 Penalty: 6022.906738
	Iteration 49Q: 3 clusters Score -2.483024e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -24830240.000000 Penalty: 6022.906738
	Iteration 50Q: 3 clusters Score -2.483024e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183491 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -24830236.000000 Penalty: 6022.906738
	Iteration 51Q: 3 clusters Score -2.483024e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183732 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -24830202.000000 Penalty: 6022.906738
	Iteration 52Q: 3 clusters Score -2.48302e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183954 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -24830158.000000 Penalty: 6022.906738
	Iteration 53Q: 3 clusters Score -2.483016e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184134 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -24830182.000000 Penalty: 6022.906738
	Iteration 54Q: 3 clusters Score -2.483018e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184311 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -24830164.000000 Penalty: 6022.906738
	Iteration 55Q: 3 clusters Score -2.483016e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184464 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -24830084.000000 Penalty: 6022.906738
	Iteration 56Q: 3 clusters Score -2.483008e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184599 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -24830052.000000 Penalty: 6022.906738
	Iteration 57Q: 3 clusters Score -2.483005e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184702 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -24830072.000000 Penalty: 6022.906738
	Iteration 58Q: 3 clusters Score -2.483007e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184805 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -24830106.000000 Penalty: 6022.906738
	Iteration 59Q: 3 clusters Score -2.483011e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184890 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -24830122.000000 Penalty: 6022.906738
	Iteration 60F: 3 clusters Score -2.483012e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184959 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -24830108.000000 Penalty: 6022.906738
	Iteration 61Q: 3 clusters Score -2.483011e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185012 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -24830102.000000 Penalty: 6022.906738
	Iteration 62Q: 3 clusters Score -2.48301e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185065 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -24830086.000000 Penalty: 6022.906738
	Iteration 63Q: 3 clusters Score -2.483009e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185114 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -24830086.000000 Penalty: 6022.906738
	Iteration 64Q: 3 clusters Score -2.483009e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185161 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -24830050.000000 Penalty: 6022.906738
	Iteration 65Q: 3 clusters Score -2.483005e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185200 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -24830058.000000 Penalty: 6022.906738
	Iteration 66Q: 3 clusters Score -2.483006e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185224 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -24830062.000000 Penalty: 6022.906738
	Iteration 67Q: 3 clusters Score -2.483006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185251 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -24830088.000000 Penalty: 6022.906738
	Iteration 68Q: 3 clusters Score -2.483009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185271 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -24830078.000000 Penalty: 6022.906738
	Iteration 69Q: 3 clusters Score -2.483008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185288 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -24830066.000000 Penalty: 6022.906738
	Iteration 70Q: 3 clusters Score -2.483007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185301 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -24830064.000000 Penalty: 6022.906738
	Iteration 71Q: 3 clusters Score -2.483006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185318 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -24830030.000000 Penalty: 6022.906738
	Iteration 72Q: 3 clusters Score -2.483003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185326 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -24830044.000000 Penalty: 6022.906738
	Iteration 73Q: 3 clusters Score -2.483004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185340 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -24830044.000000 Penalty: 6022.906738
	Iteration 74Q: 3 clusters Score -2.483004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185349 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -24830054.000000 Penalty: 6022.906738
	Iteration 75Q: 3 clusters Score -2.483005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185350 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -24830052.000000 Penalty: 6022.906738
	Iteration 76Q: 3 clusters Score -2.483005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185354 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -24830054.000000 Penalty: 6022.906738
	Iteration 77Q: 3 clusters Score -2.483005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185359 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -24830052.000000 Penalty: 6022.906738
	Iteration 78Q: 3 clusters Score -2.483005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185359 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -24830052.000000 Penalty: 6022.906738
	Iteration 79F: 3 clusters Score -2.483005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -376513.437500 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -376513.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -373059.750000 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -373059.8 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -373840.593750 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -373840.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -374041.562500 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -374041.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -374148.312500 Penalty: 4019.633301
	Iteration 3Q: 3 clusters Score -374148.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -374217.968750 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -374218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -374268.156250 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -374268.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -374319.156250 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -374319.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -374366.343750 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -374366.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -374423.156250 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -374423.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -374473.781250 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -374473.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -374536.781250 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -374536.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -374594.781250 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -374594.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -374658.656250 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -374658.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -374706.937500 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -374706.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -374745.781250 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -374745.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -374778.468750 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -374778.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -374803.031250 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -374803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -374827.875000 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -374827.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -374848.343750 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -374848.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -374866.843750 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -374866.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -374878.625000 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -374878.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -374887.125000 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -374887.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -374896.156250 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -374896.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -374902.312500 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -374902.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -374914.687500 Penalty: 4019.633301
	Iteration 24Q: 3 clusters Score -374914.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -374936.843750 Penalty: 4019.633301
	Iteration 25Q: 3 clusters Score -374936.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -374947.968750 Penalty: 4019.633301
	Iteration 26Q: 3 clusters Score -374948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -374956.812500 Penalty: 4019.633301
	Iteration 27Q: 3 clusters Score -374956.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -374968.156250 Penalty: 4019.633301
	Iteration 28Q: 3 clusters Score -374968.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -374983.437500 Penalty: 4019.633301
	Iteration 29Q: 3 clusters Score -374983.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -374995.468750 Penalty: 4019.633301
	Iteration 30Q: 3 clusters Score -374995.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -375005.187500 Penalty: 4019.633301
	Iteration 31Q: 3 clusters Score -375005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -375013.000000 Penalty: 4019.633301
	Iteration 32Q: 3 clusters Score -375013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -375018.125000 Penalty: 4019.633301
	Iteration 33Q: 3 clusters Score -375018.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -375026.093750 Penalty: 4019.633301
	Iteration 34Q: 3 clusters Score -375026.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -375032.750000 Penalty: 4019.633301
	Iteration 35Q: 3 clusters Score -375032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -375037.750000 Penalty: 4019.633301
	Iteration 36Q: 3 clusters Score -375037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -375041.562500 Penalty: 4019.633301
	Iteration 37Q: 3 clusters Score -375041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -375043.593750 Penalty: 4019.633301
	Iteration 38Q: 3 clusters Score -375043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -375044.968750 Penalty: 4019.633301
	Iteration 39Q: 3 clusters Score -375045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -375050.500000 Penalty: 4019.633301
	Iteration 40F: 3 clusters Score -375050.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -375058.031250 Penalty: 4019.633301
	Iteration 41Q: 3 clusters Score -375058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -375067.437500 Penalty: 4019.633301
	Iteration 42Q: 3 clusters Score -375067.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -375071.562500 Penalty: 4019.633301
	Iteration 43Q: 3 clusters Score -375071.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -375079.375000 Penalty: 4019.633301
	Iteration 44Q: 3 clusters Score -375079.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -375087.281250 Penalty: 4019.633301
	Iteration 45Q: 3 clusters Score -375087.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -375093.593750 Penalty: 4019.633301
	Iteration 46Q: 3 clusters Score -375093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -375098.562500 Penalty: 4019.633301
	Iteration 47Q: 3 clusters Score -375098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -375104.062500 Penalty: 4019.633301
	Iteration 48Q: 3 clusters Score -375104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -375110.000000 Penalty: 4019.633301
	Iteration 49Q: 3 clusters Score -375110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -375118.656250 Penalty: 4019.633301
	Iteration 50Q: 3 clusters Score -375118.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -375125.125000 Penalty: 4019.633301
	Iteration 51Q: 3 clusters Score -375125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -375128.937500 Penalty: 4019.633301
	Iteration 52Q: 3 clusters Score -375128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -375132.500000 Penalty: 4019.633301
	Iteration 53Q: 3 clusters Score -375132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -375133.468750 Penalty: 4019.633301
	Iteration 54Q: 3 clusters Score -375133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -375134.218750 Penalty: 4019.633301
	Iteration 55Q: 3 clusters Score -375134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -375138.093750 Penalty: 4019.633301
	Iteration 56Q: 3 clusters Score -375138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -375141.000000 Penalty: 4019.633301
	Iteration 57Q: 3 clusters Score -375141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -375143.312500 Penalty: 4019.633301
	Iteration 58Q: 3 clusters Score -375143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -375143.625000 Penalty: 4019.633301
	Iteration 59Q: 3 clusters Score -375143.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -375143.625000 Penalty: 4019.633301
	Iteration 60F: 3 clusters Score -375143.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Entering Unmasked Estep 
Score: -472939.062500 Penalty: 2040.256592
	Iteration 0F: 2 clusters Score -472939.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -469218.031250 Penalty: 4080.513184
	Iteration 0F: 3 clusters Score -469218 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -469947.312500 Penalty: 4080.513184
	Iteration 1F: 3 clusters Score -469947.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -470107.875000 Penalty: 4080.513184
	Iteration 2F: 3 clusters Score -470107.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -470220.093750 Penalty: 4080.513184
	Iteration 3Q: 3 clusters Score -470220.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -470296.281250 Penalty: 4080.513184
	Iteration 4Q: 3 clusters Score -470296.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -470361.968750 Penalty: 4080.513184
	Iteration 5Q: 3 clusters Score -470362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -470448.906250 Penalty: 4080.513184
	Iteration 6Q: 3 clusters Score -470448.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -470551.718750 Penalty: 4080.513184
	Iteration 7Q: 3 clusters Score -470551.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -470702.968750 Penalty: 4080.513184
	Iteration 8Q: 3 clusters Score -470703 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -470890.000000 Penalty: 4080.513184
	Iteration 9Q: 3 clusters Score -470890 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -471056.125000 Penalty: 4080.513184
	Iteration 10F: 3 clusters Score -471056.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -471200.187500 Penalty: 4080.513184
	Iteration 11Q: 3 clusters Score -471200.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -471341.218750 Penalty: 4080.513184
	Iteration 12Q: 3 clusters Score -471341.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -471462.250000 Penalty: 4080.513184
	Iteration 13Q: 3 clusters Score -471462.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -471539.875000 Penalty: 4080.513184
	Iteration 14Q: 3 clusters Score -471539.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -471590.218750 Penalty: 4080.513184
	Iteration 15Q: 3 clusters Score -471590.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -471617.625000 Penalty: 4080.513184
	Iteration 16Q: 3 clusters Score -471617.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -471641.156250 Penalty: 4080.513184
	Iteration 17Q: 3 clusters Score -471641.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -471656.968750 Penalty: 4080.513184
	Iteration 18Q: 3 clusters Score -471657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -471674.718750 Penalty: 4080.513184
	Iteration 19Q: 3 clusters Score -471674.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -471689.500000 Penalty: 4080.513184
	Iteration 20F: 3 clusters Score -471689.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -471702.375000 Penalty: 4080.513184
	Iteration 21Q: 3 clusters Score -471702.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -471711.625000 Penalty: 4080.513184
	Iteration 22Q: 3 clusters Score -471711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -471716.437500 Penalty: 4080.513184
	Iteration 23Q: 3 clusters Score -471716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -471722.781250 Penalty: 4080.513184
	Iteration 24Q: 3 clusters Score -471722.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -471730.437500 Penalty: 4080.513184
	Iteration 25Q: 3 clusters Score -471730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -471736.187500 Penalty: 4080.513184
	Iteration 26Q: 3 clusters Score -471736.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -471743.375000 Penalty: 4080.513184
	Iteration 27Q: 3 clusters Score -471743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -471747.468750 Penalty: 4080.513184
	Iteration 28Q: 3 clusters Score -471747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -471748.187500 Penalty: 4080.513184
	Iteration 29Q: 3 clusters Score -471748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -471749.218750 Penalty: 4080.513184
	Iteration 30Q: 3 clusters Score -471749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -471749.812500 Penalty: 4080.513184
	Iteration 31Q: 3 clusters Score -471749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -471749.312500 Penalty: 4080.513184
	Iteration 32Q: 3 clusters Score -471749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -471748.937500 Penalty: 4080.513184
	Iteration 33Q: 3 clusters Score -471748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -471750.968750 Penalty: 4080.513184
	Iteration 34Q: 3 clusters Score -471751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -471750.968750 Penalty: 4080.513184
	Iteration 35F: 3 clusters Score -471751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Entering Unmasked Estep 
Score: -6192604.000000 Penalty: 2682.897949
	Iteration 0F: 2 clusters Score -6192604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6159036 nChanged 23039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6172426 nChanged 2576
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Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -6173508 nChanged 2651
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Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -6174787 nChanged 2827
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Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6176219 nChanged 2879
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Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6177838 nChanged 2902
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -6179627.000000 Penalty: 5365.795898
	Iteration 6F: 3 clusters Score -6179627 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -6181753.000000 Penalty: 5365.795898
	Iteration 7F: 3 clusters Score -6181753 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -6183927.500000 Penalty: 5365.795898
	Iteration 8F: 3 clusters Score -6183928 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -6185614.500000 Penalty: 5365.795898
	Iteration 9Q: 3 clusters Score -6185614 nChanged 1661
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6186796 nChanged 1257
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Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -6187539.500000 Penalty: 5365.795898
	Iteration 11Q: 3 clusters Score -6187540 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -6188077.500000 Penalty: 5365.795898
	Iteration 12Q: 3 clusters Score -6188078 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -6188457.000000 Penalty: 5365.795898
	Iteration 13Q: 3 clusters Score -6188457 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -6188759.500000 Penalty: 5365.795898
	Iteration 14Q: 3 clusters Score -6188760 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -6188978.000000 Penalty: 5365.795898
	Iteration 15Q: 3 clusters Score -6188978 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -6189193.500000 Penalty: 5365.795898
	Iteration 16Q: 3 clusters Score -6189194 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -6189379.500000 Penalty: 5365.795898
	Iteration 17Q: 3 clusters Score -6189380 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -6189549.500000 Penalty: 5365.795898
	Iteration 18Q: 3 clusters Score -6189550 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -6189720.500000 Penalty: 5365.795898
	Iteration 19Q: 3 clusters Score -6189720 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -6189891.500000 Penalty: 5365.795898
	Iteration 20F: 3 clusters Score -6189892 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6189990 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6190096 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -6190185.500000 Penalty: 5365.795898
	Iteration 23Q: 3 clusters Score -6190186 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6190271.500000 Penalty: 5365.795898
	Iteration 24Q: 3 clusters Score -6190272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6190337.500000 Penalty: 5365.795898
	Iteration 25Q: 3 clusters Score -6190338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -6190379.000000 Penalty: 5365.795898
	Iteration 26Q: 3 clusters Score -6190379 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6190420.000000 Penalty: 5365.795898
	Iteration 27Q: 3 clusters Score -6190420 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6190460.500000 Penalty: 5365.795898
	Iteration 28Q: 3 clusters Score -6190460 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6190464.500000 Penalty: 5365.795898
	Iteration 29Q: 3 clusters Score -6190464 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6190493.500000 Penalty: 5365.795898
	Iteration 30Q: 3 clusters Score -6190494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6190505.500000 Penalty: 5365.795898
	Iteration 31Q: 3 clusters Score -6190506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6190545.500000 Penalty: 5365.795898
	Iteration 32Q: 3 clusters Score -6190546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6190584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6190615.500000 Penalty: 5365.795898
	Iteration 34Q: 3 clusters Score -6190616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6190621.000000 Penalty: 5365.795898
	Iteration 35Q: 3 clusters Score -6190621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6190619.000000 Penalty: 5365.795898
	Iteration 36Q: 3 clusters Score -6190619 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6190656.500000 Penalty: 5365.795898
	Iteration 37Q: 3 clusters Score -6190656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6190677.500000 Penalty: 5365.795898
	Iteration 38Q: 3 clusters Score -6190678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6190710.000000 Penalty: 5365.795898
	Iteration 39Q: 3 clusters Score -6190710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6190709.500000 Penalty: 5365.795898
	Iteration 40F: 3 clusters Score -6190710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6190713.500000 Penalty: 5365.795898
	Iteration 41Q: 3 clusters Score -6190714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6190712.000000 Penalty: 5365.795898
	Iteration 42Q: 3 clusters Score -6190712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6190719.000000 Penalty: 5365.795898
	Iteration 43Q: 3 clusters Score -6190719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6190714.500000 Penalty: 5365.795898
	Iteration 44Q: 3 clusters Score -6190714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6190719.500000 Penalty: 5365.795898
	Iteration 45Q: 3 clusters Score -6190720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6190723.000000 Penalty: 5365.795898
	Iteration 46Q: 3 clusters Score -6190723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6190729.500000 Penalty: 5365.795898
	Iteration 47Q: 3 clusters Score -6190730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6190736.000000 Penalty: 5365.795898
	Iteration 48Q: 3 clusters Score -6190736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6190739.500000 Penalty: 5365.795898
	Iteration 49Q: 3 clusters Score -6190740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6190749.500000 Penalty: 5365.795898
	Iteration 50Q: 3 clusters Score -6190750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6190769.000000 Penalty: 5365.795898
	Iteration 51Q: 3 clusters Score -6190769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6190770.000000 Penalty: 5365.795898
	Iteration 52Q: 3 clusters Score -6190770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6190778.000000 Penalty: 5365.795898
	Iteration 53Q: 3 clusters Score -6190778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6190774.500000 Penalty: 5365.795898
	Iteration 54Q: 3 clusters Score -6190774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6190783.500000 Penalty: 5365.795898
	Iteration 55Q: 3 clusters Score -6190784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6190783.000000 Penalty: 5365.795898
	Iteration 56Q: 3 clusters Score -6190783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6190788.000000 Penalty: 5365.795898
	Iteration 57Q: 3 clusters Score -6190788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6190784.000000 Penalty: 5365.795898
	Iteration 58Q: 3 clusters Score -6190784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6190789.000000 Penalty: 5365.795898
	Iteration 59Q: 3 clusters Score -6190789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6190791.500000 Penalty: 5365.795898
	Iteration 60F: 3 clusters Score -6190792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6190790.500000 Penalty: 5365.795898
	Iteration 61Q: 3 clusters Score -6190790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6190789.500000 Penalty: 5365.795898
	Iteration 62Q: 3 clusters Score -6190790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6190793.000000 Penalty: 5365.795898
	Iteration 63Q: 3 clusters Score -6190793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6190795.500000 Penalty: 5365.795898
	Iteration 64Q: 3 clusters Score -6190796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6190800.500000 Penalty: 5365.795898
	Iteration 65Q: 3 clusters Score -6190800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6190798.500000 Penalty: 5365.795898
	Iteration 66Q: 3 clusters Score -6190798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6190791.500000 Penalty: 5365.795898
	Iteration 67Q: 3 clusters Score -6190792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6190799.000000 Penalty: 5365.795898
	Iteration 68Q: 3 clusters Score -6190799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6190797.500000 Penalty: 5365.795898
	Iteration 69Q: 3 clusters Score -6190798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6190795.500000 Penalty: 5365.795898
	Iteration 70Q: 3 clusters Score -6190796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6190794.000000 Penalty: 5365.795898
	Iteration 71Q: 3 clusters Score -6190794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6190798.500000 Penalty: 5365.795898
	Iteration 72Q: 3 clusters Score -6190798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6190798.500000 Penalty: 5365.795898
	Iteration 73F: 3 clusters Score -6190798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -269058.812500 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -269058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -266399.375000 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -266399.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -266855.031250 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -266855 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -266979.218750 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -266979.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267064.500000 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -267064.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -267111.343750 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -267111.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -267150.312500 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -267150.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -267181.750000 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -267181.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267205.718750 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -267205.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -267223.531250 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -267223.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -267240.593750 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -267240.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -267267.250000 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -267267.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -267287.781250 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -267287.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -267301.781250 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -267301.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -267327.906250 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -267327.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -267349.625000 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -267349.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -267357.093750 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -267357.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -267366.656250 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -267366.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -267373.531250 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -267373.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -267383.125000 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -267383.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -267391.187500 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -267391.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -267398.906250 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -267398.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -267406.375000 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -267406.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -267415.781250 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -267415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -267422.562500 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -267422.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -267433.156250 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -267433.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -267438.906250 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -267438.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -267445.218750 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -267445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -267450.781250 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -267450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -267462.125000 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -267462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -267466.937500 Penalty: 3784.227051
	Iteration 29Q: 3 clusters Score -267466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -267469.500000 Penalty: 3784.227051
	Iteration 30Q: 3 clusters Score -267469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -267469.812500 Penalty: 3784.227051
	Iteration 31Q: 3 clusters Score -267469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -267473.156250 Penalty: 3784.227051
	Iteration 32Q: 3 clusters Score -267473.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -267478.062500 Penalty: 3784.227051
	Iteration 33Q: 3 clusters Score -267478.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -267492.718750 Penalty: 3784.227051
	Iteration 34Q: 3 clusters Score -267492.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -267498.593750 Penalty: 3784.227051
	Iteration 35Q: 3 clusters Score -267498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -267500.343750 Penalty: 3784.227051
	Iteration 36Q: 3 clusters Score -267500.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -267503.062500 Penalty: 3784.227051
	Iteration 37Q: 3 clusters Score -267503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -267506.000000 Penalty: 3784.227051
	Iteration 38Q: 3 clusters Score -267506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -267511.906250 Penalty: 3784.227051
	Iteration 39Q: 3 clusters Score -267511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -267517.593750 Penalty: 3784.227051
	Iteration 40F: 3 clusters Score -267517.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -267522.062500 Penalty: 3784.227051
	Iteration 41Q: 3 clusters Score -267522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -267527.656250 Penalty: 3784.227051
	Iteration 42Q: 3 clusters Score -267527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -267530.437500 Penalty: 3784.227051
	Iteration 43Q: 3 clusters Score -267530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -267534.531250 Penalty: 3784.227051
	Iteration 44Q: 3 clusters Score -267534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -267541.906250 Penalty: 3784.227051
	Iteration 45Q: 3 clusters Score -267541.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -267548.281250 Penalty: 3784.227051
	Iteration 46Q: 3 clusters Score -267548.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -267552.750000 Penalty: 3784.227051
	Iteration 47Q: 3 clusters Score -267552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -267557.812500 Penalty: 3784.227051
	Iteration 48Q: 3 clusters Score -267557.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -267563.093750 Penalty: 3784.227051
	Iteration 49Q: 3 clusters Score -267563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -267563.218750 Penalty: 3784.227051
	Iteration 50Q: 3 clusters Score -267563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -267564.156250 Penalty: 3784.227051
	Iteration 51Q: 3 clusters Score -267564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -267565.750000 Penalty: 3784.227051
	Iteration 52Q: 3 clusters Score -267565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -267566.062500 Penalty: 3784.227051
	Iteration 53Q: 3 clusters Score -267566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -267566.500000 Penalty: 3784.227051
	Iteration 54Q: 3 clusters Score -267566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -267567.625000 Penalty: 3784.227051
	Iteration 55Q: 3 clusters Score -267567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -267568.593750 Penalty: 3784.227051
	Iteration 56Q: 3 clusters Score -267568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -267571.218750 Penalty: 3784.227051
	Iteration 57Q: 3 clusters Score -267571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -267572.375000 Penalty: 3784.227051
	Iteration 58Q: 3 clusters Score -267572.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -267572.375000 Penalty: 3784.227051
	Iteration 59F: 3 clusters Score -267572.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Entering Unmasked Estep 
Score: -7173268.500000 Penalty: 2701.272705
	Iteration 0F: 2 clusters Score -7173268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -7137087.500000 Penalty: 5402.545410
	Iteration 0F: 3 clusters Score -7137088 nChanged 24940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -7151125.500000 Penalty: 5402.545410
	Iteration 1F: 3 clusters Score -7151126 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -7151667.000000 Penalty: 5402.545410
	Iteration 2Q: 3 clusters Score -7151667 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -7152254.000000 Penalty: 5402.545410
	Iteration 3Q: 3 clusters Score -7152254 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -7152903.500000 Penalty: 5402.545410
	Iteration 4Q: 3 clusters Score -7152904 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -7153659.000000 Penalty: 5402.545410
	Iteration 5Q: 3 clusters Score -7153659 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -7154585.000000 Penalty: 5402.545410
	Iteration 6Q: 3 clusters Score -7154585 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -7155944.000000 Penalty: 5402.545410
	Iteration 7Q: 3 clusters Score -7155944 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -7157516.500000 Penalty: 5402.545410
	Iteration 8F: 3 clusters Score -7157516 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -7159250.500000 Penalty: 5402.545410
	Iteration 9F: 3 clusters Score -7159250 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -7160879.000000 Penalty: 5402.545410
	Iteration 10F: 3 clusters Score -7160879 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -7162164.000000 Penalty: 5402.545410
	Iteration 11Q: 3 clusters Score -7162164 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -7163031.000000 Penalty: 5402.545410
	Iteration 12Q: 3 clusters Score -7163031 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -7163474.000000 Penalty: 5402.545410
	Iteration 13Q: 3 clusters Score -7163474 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -7163692.500000 Penalty: 5402.545410
	Iteration 14Q: 3 clusters Score -7163692 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -7163799.000000 Penalty: 5402.545410
	Iteration 15Q: 3 clusters Score -7163799 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -7163865.000000 Penalty: 5402.545410
	Iteration 16Q: 3 clusters Score -7163865 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -7163904.000000 Penalty: 5402.545410
	Iteration 17Q: 3 clusters Score -7163904 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -7163957.500000 Penalty: 5402.545410
	Iteration 18Q: 3 clusters Score -7163958 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -7164044.000000 Penalty: 5402.545410
	Iteration 19Q: 3 clusters Score -7164044 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -7164102.000000 Penalty: 5402.545410
	Iteration 20F: 3 clusters Score -7164102 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -7164151.500000 Penalty: 5402.545410
	Iteration 21Q: 3 clusters Score -7164152 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -7164186.500000 Penalty: 5402.545410
	Iteration 22Q: 3 clusters Score -7164186 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -7164203.000000 Penalty: 5402.545410
	Iteration 23Q: 3 clusters Score -7164203 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -7164260.000000 Penalty: 5402.545410
	Iteration 24Q: 3 clusters Score -7164260 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -7164303.500000 Penalty: 5402.545410
	Iteration 25Q: 3 clusters Score -7164304 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -7164380.000000 Penalty: 5402.545410
	Iteration 26Q: 3 clusters Score -7164380 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -7164416.500000 Penalty: 5402.545410
	Iteration 27Q: 3 clusters Score -7164416 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -7164454.000000 Penalty: 5402.545410
	Iteration 28Q: 3 clusters Score -7164454 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -7164525.500000 Penalty: 5402.545410
	Iteration 29Q: 3 clusters Score -7164526 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -7164602.000000 Penalty: 5402.545410
	Iteration 30Q: 3 clusters Score -7164602 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -7164656.000000 Penalty: 5402.545410
	Iteration 31Q: 3 clusters Score -7164656 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -7164704.000000 Penalty: 5402.545410
	Iteration 32Q: 3 clusters Score -7164704 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -7164748.000000 Penalty: 5402.545410
	Iteration 33Q: 3 clusters Score -7164748 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -7164797.500000 Penalty: 5402.545410
	Iteration 34Q: 3 clusters Score -7164798 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -7164815.000000 Penalty: 5402.545410
	Iteration 35Q: 3 clusters Score -7164815 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -7164847.000000 Penalty: 5402.545410
	Iteration 36Q: 3 clusters Score -7164847 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -7164892.000000 Penalty: 5402.545410
	Iteration 37Q: 3 clusters Score -7164892 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -7164934.500000 Penalty: 5402.545410
	Iteration 38Q: 3 clusters Score -7164934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -7164933.000000 Penalty: 5402.545410
	Iteration 39Q: 3 clusters Score -7164933 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -7164987.500000 Penalty: 5402.545410
	Iteration 40F: 3 clusters Score -7164988 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -7164993.500000 Penalty: 5402.545410
	Iteration 41Q: 3 clusters Score -7164994 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -7165012.500000 Penalty: 5402.545410
	Iteration 42Q: 3 clusters Score -7165012 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -7165053.500000 Penalty: 5402.545410
	Iteration 43Q: 3 clusters Score -7165054 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -7165066.000000 Penalty: 5402.545410
	Iteration 44Q: 3 clusters Score -7165066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -7165084.000000 Penalty: 5402.545410
	Iteration 45Q: 3 clusters Score -7165084 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -7165126.500000 Penalty: 5402.545410
	Iteration 46Q: 3 clusters Score -7165126 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -7165163.000000 Penalty: 5402.545410
	Iteration 47Q: 3 clusters Score -7165163 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -7165154.500000 Penalty: 5402.545410
	Iteration 48Q: 3 clusters Score -7165154 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7165166 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7165182 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -7165193.000000 Penalty: 5402.545410
	Iteration 51Q: 3 clusters Score -7165193 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7165220 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7165240 nChanged 184
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Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7165276 nChanged 169
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Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7165286 nChanged 172
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Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7165312 nChanged 170
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Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7165327 nChanged 187
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Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7165346 nChanged 200
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Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7165356 nChanged 199
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Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7165379 nChanged 197
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Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7165396 nChanged 208
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Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7165409 nChanged 214
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Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7165428 nChanged 243
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Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7165422 nChanged 261
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Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7165464 nChanged 277
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Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7165512 nChanged 266
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Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7165558 nChanged 260
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Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7165599 nChanged 287
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Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7165627 nChanged 295
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Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7165694 nChanged 293
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Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7165714 nChanged 302
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Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7165764 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7165795 nChanged 303
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Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7165832 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7165848 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7165921 nChanged 345
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Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7165976 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7166038 nChanged 362
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Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7166074 nChanged 378
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Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7166149 nChanged 393
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Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7166216 nChanged 438
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7166342 nChanged 482
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Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7166658 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7166809 nChanged 606
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Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7167020 nChanged 627
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7167234 nChanged 646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7167465 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7167791 nChanged 675
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7168063 nChanged 617
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Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7168306 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7168527 nChanged 523
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Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7168724 nChanged 472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47391 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7168902 nChanged 466
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Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7169018 nChanged 418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48267 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7169200 nChanged 386
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Mstep: Class 1 contains 48651 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7169344 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49021 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7169478 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7169603 nChanged 339
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Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7169718 nChanged 309
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Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7169828 nChanged 275
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Mstep: Class 1 contains 50301 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7169910 nChanged 261
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Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7170000 nChanged 248
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Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7170076 nChanged 221
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Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7170150 nChanged 221
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Mstep: Class 1 contains 51246 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7170236 nChanged 209
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Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7170309 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7170406 nChanged 163
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Mstep: Class 1 contains 51780 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7170462 nChanged 124
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Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7170508 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52010 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7170562 nChanged 97
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Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7170604 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52163 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7170631 nChanged 63
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Mstep: Class 1 contains 52226 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7170643 nChanged 56
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Mstep: Class 1 contains 52280 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7170666 nChanged 45
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Mstep: Class 1 contains 52323 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7170674 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52364 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7170692 nChanged 48
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Mstep: Class 1 contains 52408 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7170708 nChanged 53
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Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7170716 nChanged 46
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Mstep: Class 1 contains 52503 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7170735 nChanged 35
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Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7170764 nChanged 35
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Mstep: Class 1 contains 52567 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7170778 nChanged 36
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Mstep: Class 1 contains 52597 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7170788 nChanged 35
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Mstep: Class 1 contains 52630 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7170812 nChanged 29
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Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7170834 nChanged 20
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7170842 nChanged 21
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Mstep: Class 1 contains 52696 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7170834 nChanged 21
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Mstep: Class 1 contains 52715 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7170848 nChanged 18
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7170842 nChanged 15
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Mstep: Class 2 contains 1015 members 
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	Iteration 130Q: 3 clusters Score -7170860 nChanged 11
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	Iteration 131Q: 3 clusters Score -7170865 nChanged 10
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	Iteration 132Q: 3 clusters Score -7170865 nChanged 9
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7170873 nChanged 8
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7170872 nChanged 9
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7170876 nChanged 10
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	Iteration 136Q: 3 clusters Score -7170882 nChanged 10
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	Iteration 137Q: 3 clusters Score -7170887 nChanged 10
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7170892 nChanged 12
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7170898 nChanged 15
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7170906 nChanged 11
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	Iteration 141Q: 3 clusters Score -7170911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7170913.500000 Penalty: 5402.545410
	Iteration 142Q: 3 clusters Score -7170914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7170920.500000 Penalty: 5402.545410
	Iteration 143Q: 3 clusters Score -7170920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7170926.500000 Penalty: 5402.545410
	Iteration 144Q: 3 clusters Score -7170926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7170943.500000 Penalty: 5402.545410
	Iteration 145Q: 3 clusters Score -7170944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7170948.500000 Penalty: 5402.545410
	Iteration 146Q: 3 clusters Score -7170948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7170942.000000 Penalty: 5402.545410
	Iteration 147Q: 3 clusters Score -7170942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7170945.500000 Penalty: 5402.545410
	Iteration 148Q: 3 clusters Score -7170946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7170951.500000 Penalty: 5402.545410
	Iteration 149Q: 3 clusters Score -7170952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7170953.500000 Penalty: 5402.545410
	Iteration 150Q: 3 clusters Score -7170954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7170960.000000 Penalty: 5402.545410
	Iteration 151Q: 3 clusters Score -7170960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7170967.000000 Penalty: 5402.545410
	Iteration 152Q: 3 clusters Score -7170967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7170976.000000 Penalty: 5402.545410
	Iteration 153Q: 3 clusters Score -7170976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7170973.000000 Penalty: 5402.545410
	Iteration 154Q: 3 clusters Score -7170973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7170973.000000 Penalty: 5402.545410
	Iteration 155Q: 3 clusters Score -7170973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7170971.000000 Penalty: 5402.545410
	Iteration 156Q: 3 clusters Score -7170971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7170971.000000 Penalty: 5402.545410
	Iteration 157Q: 3 clusters Score -7170971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7170971.000000 Penalty: 5402.545410
	Iteration 158F: 3 clusters Score -7170971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -57361.367188 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -57361.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55872.656250 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -55872.66 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56065.781250 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -56065.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56188.640625 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -56188.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56331.332031 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -56331.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56410.316406 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -56410.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56494.875000 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -56494.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56587.058594 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -56587.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56624.875000 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -56624.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56653.921875 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -56653.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56673.800781 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -56673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56686.398438 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -56686.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56686.398438 Penalty: 3075.452393
	Iteration 11F: 3 clusters Score -56686.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -1097366.000000 Penalty: 2250.538086
	Iteration 0F: 2 clusters Score -1097366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1090480.125000 Penalty: 4501.076172
	Iteration 0F: 3 clusters Score -1090480 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1092363.625000 Penalty: 4501.076172
	Iteration 1F: 3 clusters Score -1092364 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1092686.125000 Penalty: 4501.076172
	Iteration 2F: 3 clusters Score -1092686 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1093035.375000 Penalty: 4501.076172
	Iteration 3F: 3 clusters Score -1093035 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1093382.750000 Penalty: 4501.076172
	Iteration 4F: 3 clusters Score -1093383 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1093743.000000 Penalty: 4501.076172
	Iteration 5F: 3 clusters Score -1093743 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1094144.125000 Penalty: 4501.076172
	Iteration 6F: 3 clusters Score -1094144 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1094561.750000 Penalty: 4501.076172
	Iteration 7F: 3 clusters Score -1094562 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1094957.250000 Penalty: 4501.076172
	Iteration 8F: 3 clusters Score -1094957 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1095278.000000 Penalty: 4501.076172
	Iteration 9Q: 3 clusters Score -1095278 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1095553.125000 Penalty: 4501.076172
	Iteration 10Q: 3 clusters Score -1095553 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1095813.750000 Penalty: 4501.076172
	Iteration 11Q: 3 clusters Score -1095814 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1096005.500000 Penalty: 4501.076172
	Iteration 12Q: 3 clusters Score -1096006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1096087.375000 Penalty: 4501.076172
	Iteration 13Q: 3 clusters Score -1096087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1096112.250000 Penalty: 4501.076172
	Iteration 14Q: 3 clusters Score -1096112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1096124.375000 Penalty: 4501.076172
	Iteration 15Q: 3 clusters Score -1096124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1096140.750000 Penalty: 4501.076172
	Iteration 16Q: 3 clusters Score -1096141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1096146.875000 Penalty: 4501.076172
	Iteration 17Q: 3 clusters Score -1096147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1096149.250000 Penalty: 4501.076172
	Iteration 18Q: 3 clusters Score -1096149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1096150.625000 Penalty: 4501.076172
	Iteration 19Q: 3 clusters Score -1096151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1096153.625000 Penalty: 4501.076172
	Iteration 20F: 3 clusters Score -1096154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1096155.500000 Penalty: 4501.076172
	Iteration 21Q: 3 clusters Score -1096156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1096155.875000 Penalty: 4501.076172
	Iteration 22Q: 3 clusters Score -1096156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1096159.625000 Penalty: 4501.076172
	Iteration 23Q: 3 clusters Score -1096160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1096158.250000 Penalty: 4501.076172
	Iteration 24Q: 3 clusters Score -1096158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1096158.250000 Penalty: 4501.076172
	Iteration 25F: 3 clusters Score -1096158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Entering Unmasked Estep 
Score: -4878234.000000 Penalty: 2603.148438
	Iteration 0F: 2 clusters Score -4878234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4853713.500000 Penalty: 5206.296875
	Iteration 0F: 3 clusters Score -4853714 nChanged 16424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4862744.000000 Penalty: 5206.296875
	Iteration 1F: 3 clusters Score -4862744 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4863274.500000 Penalty: 5206.296875
	Iteration 2Q: 3 clusters Score -4863274 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4863813.500000 Penalty: 5206.296875
	Iteration 3Q: 3 clusters Score -4863814 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4864466.000000 Penalty: 5206.296875
	Iteration 4Q: 3 clusters Score -4864466 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4865329.500000 Penalty: 5206.296875
	Iteration 5Q: 3 clusters Score -4865330 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -4866590.000000 Penalty: 5206.296875
	Iteration 6F: 3 clusters Score -4866590 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -4868425.000000 Penalty: 5206.296875
	Iteration 7F: 3 clusters Score -4868425 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4870473.000000 Penalty: 5206.296875
	Iteration 8F: 3 clusters Score -4870473 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4872304.000000 Penalty: 5206.296875
	Iteration 9F: 3 clusters Score -4872304 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4873708.000000 Penalty: 5206.296875
	Iteration 10Q: 3 clusters Score -4873708 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4874588.000000 Penalty: 5206.296875
	Iteration 11Q: 3 clusters Score -4874588 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4875118.500000 Penalty: 5206.296875
	Iteration 12Q: 3 clusters Score -4875118 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4875423.500000 Penalty: 5206.296875
	Iteration 13Q: 3 clusters Score -4875424 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4875625.500000 Penalty: 5206.296875
	Iteration 14Q: 3 clusters Score -4875626 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4875753.000000 Penalty: 5206.296875
	Iteration 15Q: 3 clusters Score -4875753 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4875876.000000 Penalty: 5206.296875
	Iteration 16Q: 3 clusters Score -4875876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4875931.500000 Penalty: 5206.296875
	Iteration 17Q: 3 clusters Score -4875932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4875991.500000 Penalty: 5206.296875
	Iteration 18Q: 3 clusters Score -4875992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4876040.500000 Penalty: 5206.296875
	Iteration 19Q: 3 clusters Score -4876040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4876073.500000 Penalty: 5206.296875
	Iteration 20F: 3 clusters Score -4876074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4876095.500000 Penalty: 5206.296875
	Iteration 21Q: 3 clusters Score -4876096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4876114.000000 Penalty: 5206.296875
	Iteration 22Q: 3 clusters Score -4876114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4876120.500000 Penalty: 5206.296875
	Iteration 23Q: 3 clusters Score -4876120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4876130.500000 Penalty: 5206.296875
	Iteration 24Q: 3 clusters Score -4876130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4876138.500000 Penalty: 5206.296875
	Iteration 25Q: 3 clusters Score -4876138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4876140.500000 Penalty: 5206.296875
	Iteration 26Q: 3 clusters Score -4876140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4876151.500000 Penalty: 5206.296875
	Iteration 27Q: 3 clusters Score -4876152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4876155.000000 Penalty: 5206.296875
	Iteration 28Q: 3 clusters Score -4876155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4876153.500000 Penalty: 5206.296875
	Iteration 29Q: 3 clusters Score -4876154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4876159.000000 Penalty: 5206.296875
	Iteration 30Q: 3 clusters Score -4876159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4876163.500000 Penalty: 5206.296875
	Iteration 31Q: 3 clusters Score -4876164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4876161.000000 Penalty: 5206.296875
	Iteration 32Q: 3 clusters Score -4876161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4876162.500000 Penalty: 5206.296875
	Iteration 33Q: 3 clusters Score -4876162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4876163.000000 Penalty: 5206.296875
	Iteration 34Q: 3 clusters Score -4876163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4876167.500000 Penalty: 5206.296875
	Iteration 35Q: 3 clusters Score -4876168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4876176.500000 Penalty: 5206.296875
	Iteration 36Q: 3 clusters Score -4876176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4876169.000000 Penalty: 5206.296875
	Iteration 37Q: 3 clusters Score -4876169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4876176.500000 Penalty: 5206.296875
	Iteration 38Q: 3 clusters Score -4876176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4876174.500000 Penalty: 5206.296875
	Iteration 39Q: 3 clusters Score -4876174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4876169.000000 Penalty: 5206.296875
	Iteration 40F: 3 clusters Score -4876169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4876177.000000 Penalty: 5206.296875
	Iteration 41Q: 3 clusters Score -4876177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4876177.500000 Penalty: 5206.296875
	Iteration 42Q: 3 clusters Score -4876178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4876177.500000 Penalty: 5206.296875
	Iteration 43F: 3 clusters Score -4876178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Entering Unmasked Estep 
Score: -5849632.000000 Penalty: 2650.585693
	Iteration 0F: 2 clusters Score -5849632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -5820022.000000 Penalty: 5301.171387
	Iteration 0F: 3 clusters Score -5820022 nChanged 20079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -5831157.500000 Penalty: 5301.171387
	Iteration 1F: 3 clusters Score -5831158 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5831703.000000 Penalty: 5301.171387
	Iteration 2Q: 3 clusters Score -5831703 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -5832327.500000 Penalty: 5301.171387
	Iteration 3Q: 3 clusters Score -5832328 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -5833120.500000 Penalty: 5301.171387
	Iteration 4Q: 3 clusters Score -5833120 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -5834304.000000 Penalty: 5301.171387
	Iteration 5F: 3 clusters Score -5834304 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -5836182.500000 Penalty: 5301.171387
	Iteration 6F: 3 clusters Score -5836182 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5838717.500000 Penalty: 5301.171387
	Iteration 7F: 3 clusters Score -5838718 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -5841470.000000 Penalty: 5301.171387
	Iteration 8F: 3 clusters Score -5841470 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -5843754.500000 Penalty: 5301.171387
	Iteration 9F: 3 clusters Score -5843754 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5845238.000000 Penalty: 5301.171387
	Iteration 10Q: 3 clusters Score -5845238 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5846111.500000 Penalty: 5301.171387
	Iteration 11Q: 3 clusters Score -5846112 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5846619.000000 Penalty: 5301.171387
	Iteration 12Q: 3 clusters Score -5846619 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5846937.000000 Penalty: 5301.171387
	Iteration 13Q: 3 clusters Score -5846937 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5847060.500000 Penalty: 5301.171387
	Iteration 14Q: 3 clusters Score -5847060 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5847143.000000 Penalty: 5301.171387
	Iteration 15Q: 3 clusters Score -5847143 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5847222.000000 Penalty: 5301.171387
	Iteration 16Q: 3 clusters Score -5847222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5847286.500000 Penalty: 5301.171387
	Iteration 17Q: 3 clusters Score -5847286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5847339.500000 Penalty: 5301.171387
	Iteration 18Q: 3 clusters Score -5847340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5847371.000000 Penalty: 5301.171387
	Iteration 19Q: 3 clusters Score -5847371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5847386.500000 Penalty: 5301.171387
	Iteration 20F: 3 clusters Score -5847386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5847393.000000 Penalty: 5301.171387
	Iteration 21Q: 3 clusters Score -5847393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5847397.500000 Penalty: 5301.171387
	Iteration 22Q: 3 clusters Score -5847398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5847395.000000 Penalty: 5301.171387
	Iteration 23Q: 3 clusters Score -5847395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5847406.000000 Penalty: 5301.171387
	Iteration 24Q: 3 clusters Score -5847406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5847405.500000 Penalty: 5301.171387
	Iteration 25Q: 3 clusters Score -5847406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5847413.000000 Penalty: 5301.171387
	Iteration 26Q: 3 clusters Score -5847413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5847418.500000 Penalty: 5301.171387
	Iteration 27Q: 3 clusters Score -5847418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5847420.500000 Penalty: 5301.171387
	Iteration 28Q: 3 clusters Score -5847420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5847418.500000 Penalty: 5301.171387
	Iteration 29Q: 3 clusters Score -5847418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5847421.500000 Penalty: 5301.171387
	Iteration 30Q: 3 clusters Score -5847422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5847415.000000 Penalty: 5301.171387
	Iteration 31Q: 3 clusters Score -5847415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5847421.500000 Penalty: 5301.171387
	Iteration 32Q: 3 clusters Score -5847422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5847422.000000 Penalty: 5301.171387
	Iteration 33Q: 3 clusters Score -5847422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5847422.500000 Penalty: 5301.171387
	Iteration 34Q: 3 clusters Score -5847422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5847421.500000 Penalty: 5301.171387
	Iteration 35Q: 3 clusters Score -5847422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5847421.000000 Penalty: 5301.171387
	Iteration 36Q: 3 clusters Score -5847421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5847428.500000 Penalty: 5301.171387
	Iteration 37Q: 3 clusters Score -5847428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5847430.000000 Penalty: 5301.171387
	Iteration 38Q: 3 clusters Score -5847430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5847432.000000 Penalty: 5301.171387
	Iteration 39Q: 3 clusters Score -5847432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5847428.500000 Penalty: 5301.171387
	Iteration 40F: 3 clusters Score -5847428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5847435.500000 Penalty: 5301.171387
	Iteration 41Q: 3 clusters Score -5847436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5847435.000000 Penalty: 5301.171387
	Iteration 42Q: 3 clusters Score -5847435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5847437.500000 Penalty: 5301.171387
	Iteration 43Q: 3 clusters Score -5847438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5847439.500000 Penalty: 5301.171387
	Iteration 44Q: 3 clusters Score -5847440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5847439.500000 Penalty: 5301.171387
	Iteration 45F: 3 clusters Score -5847440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Entering Unmasked Estep 
Score: -7283266.500000 Penalty: 2708.931641
	Iteration 0F: 2 clusters Score -7283266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -7246123.500000 Penalty: 5417.863281
	Iteration 0F: 3 clusters Score -7246124 nChanged 25623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -7260468.500000 Penalty: 5417.863281
	Iteration 1F: 3 clusters Score -7260468 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -7261491.000000 Penalty: 5417.863281
	Iteration 2Q: 3 clusters Score -7261491 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -7263030.500000 Penalty: 5417.863281
	Iteration 3F: 3 clusters Score -7263030 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -7265307.000000 Penalty: 5417.863281
	Iteration 4F: 3 clusters Score -7265307 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -7268509.500000 Penalty: 5417.863281
	Iteration 5F: 3 clusters Score -7268510 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -7272138.000000 Penalty: 5417.863281
	Iteration 6F: 3 clusters Score -7272138 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -7275404.000000 Penalty: 5417.863281
	Iteration 7F: 3 clusters Score -7275404 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -7277695.000000 Penalty: 5417.863281
	Iteration 8Q: 3 clusters Score -7277695 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -7279015.500000 Penalty: 5417.863281
	Iteration 9Q: 3 clusters Score -7279016 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7279758.500000 Penalty: 5417.863281
	Iteration 10Q: 3 clusters Score -7279758 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7280258.000000 Penalty: 5417.863281
	Iteration 11Q: 3 clusters Score -7280258 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7280559.500000 Penalty: 5417.863281
	Iteration 12Q: 3 clusters Score -7280560 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7280773.000000 Penalty: 5417.863281
	Iteration 13Q: 3 clusters Score -7280773 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7280875.000000 Penalty: 5417.863281
	Iteration 14Q: 3 clusters Score -7280875 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7280939.000000 Penalty: 5417.863281
	Iteration 15Q: 3 clusters Score -7280939 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7280991.000000 Penalty: 5417.863281
	Iteration 16Q: 3 clusters Score -7280991 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7281043.000000 Penalty: 5417.863281
	Iteration 17Q: 3 clusters Score -7281043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7281072.500000 Penalty: 5417.863281
	Iteration 18Q: 3 clusters Score -7281072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7281095.000000 Penalty: 5417.863281
	Iteration 19Q: 3 clusters Score -7281095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7281130.000000 Penalty: 5417.863281
	Iteration 20F: 3 clusters Score -7281130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7281162.500000 Penalty: 5417.863281
	Iteration 21Q: 3 clusters Score -7281162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7281175.000000 Penalty: 5417.863281
	Iteration 22Q: 3 clusters Score -7281175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7281197.000000 Penalty: 5417.863281
	Iteration 23Q: 3 clusters Score -7281197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7281196.500000 Penalty: 5417.863281
	Iteration 24Q: 3 clusters Score -7281196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7281237.500000 Penalty: 5417.863281
	Iteration 25Q: 3 clusters Score -7281238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7281224.500000 Penalty: 5417.863281
	Iteration 26Q: 3 clusters Score -7281224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7281228.000000 Penalty: 5417.863281
	Iteration 27Q: 3 clusters Score -7281228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7281239.500000 Penalty: 5417.863281
	Iteration 28Q: 3 clusters Score -7281240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7281230.500000 Penalty: 5417.863281
	Iteration 29Q: 3 clusters Score -7281230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7281240.000000 Penalty: 5417.863281
	Iteration 30Q: 3 clusters Score -7281240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7281244.500000 Penalty: 5417.863281
	Iteration 31Q: 3 clusters Score -7281244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7281254.000000 Penalty: 5417.863281
	Iteration 32Q: 3 clusters Score -7281254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7281257.500000 Penalty: 5417.863281
	Iteration 33Q: 3 clusters Score -7281258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7281271.000000 Penalty: 5417.863281
	Iteration 34Q: 3 clusters Score -7281271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7281268.000000 Penalty: 5417.863281
	Iteration 35Q: 3 clusters Score -7281268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7281278.500000 Penalty: 5417.863281
	Iteration 36Q: 3 clusters Score -7281278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7281273.500000 Penalty: 5417.863281
	Iteration 37Q: 3 clusters Score -7281274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7281274.500000 Penalty: 5417.863281
	Iteration 38Q: 3 clusters Score -7281274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7281285.000000 Penalty: 5417.863281
	Iteration 39Q: 3 clusters Score -7281285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7281284.000000 Penalty: 5417.863281
	Iteration 40F: 3 clusters Score -7281284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7281278.500000 Penalty: 5417.863281
	Iteration 41Q: 3 clusters Score -7281278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7281290.500000 Penalty: 5417.863281
	Iteration 42Q: 3 clusters Score -7281290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7281289.500000 Penalty: 5417.863281
	Iteration 43Q: 3 clusters Score -7281290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7281287.500000 Penalty: 5417.863281
	Iteration 44Q: 3 clusters Score -7281288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7281282.500000 Penalty: 5417.863281
	Iteration 45Q: 3 clusters Score -7281282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7281290.500000 Penalty: 5417.863281
	Iteration 46Q: 3 clusters Score -7281290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7281293.500000 Penalty: 5417.863281
	Iteration 47Q: 3 clusters Score -7281294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7281296.500000 Penalty: 5417.863281
	Iteration 48Q: 3 clusters Score -7281296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7281299.000000 Penalty: 5417.863281
	Iteration 49Q: 3 clusters Score -7281299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7281301.000000 Penalty: 5417.863281
	Iteration 50Q: 3 clusters Score -7281301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7281302.000000 Penalty: 5417.863281
	Iteration 51Q: 3 clusters Score -7281302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7281300.000000 Penalty: 5417.863281
	Iteration 52Q: 3 clusters Score -7281300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7281300.000000 Penalty: 5417.863281
	Iteration 53Q: 3 clusters Score -7281300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7281296.000000 Penalty: 5417.863281
	Iteration 54Q: 3 clusters Score -7281296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7281293.500000 Penalty: 5417.863281
	Iteration 55Q: 3 clusters Score -7281294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7281298.500000 Penalty: 5417.863281
	Iteration 56Q: 3 clusters Score -7281298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7281298.500000 Penalty: 5417.863281
	Iteration 57F: 3 clusters Score -7281298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -432218.968750 Penalty: 2019.159546
	Iteration 0F: 2 clusters Score -432219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -428728.812500 Penalty: 4038.319092
	Iteration 0F: 3 clusters Score -428728.8 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -429517.187500 Penalty: 4038.319092
	Iteration 1F: 3 clusters Score -429517.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -429778.875000 Penalty: 4038.319092
	Iteration 2F: 3 clusters Score -429778.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -430004.593750 Penalty: 4038.319092
	Iteration 3F: 3 clusters Score -430004.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -430255.968750 Penalty: 4038.319092
	Iteration 4F: 3 clusters Score -430256 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -430624.437500 Penalty: 4038.319092
	Iteration 5F: 3 clusters Score -430624.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -431255.343750 Penalty: 4038.319092
	Iteration 6F: 3 clusters Score -431255.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -431860.812500 Penalty: 4038.319092
	Iteration 7F: 3 clusters Score -431860.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -432220.156250 Penalty: 4038.319092
	Iteration 8F: 3 clusters Score -432220.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -432359.906250 Penalty: 4038.319092
	Iteration 9Q: 3 clusters Score -432359.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -432420.625000 Penalty: 4038.319092
	Iteration 10Q: 3 clusters Score -432420.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -432449.531250 Penalty: 4038.319092
	Iteration 11Q: 3 clusters Score -432449.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -432467.062500 Penalty: 4038.319092
	Iteration 12Q: 3 clusters Score -432467.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -432477.406250 Penalty: 4038.319092
	Iteration 13Q: 3 clusters Score -432477.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -432483.187500 Penalty: 4038.319092
	Iteration 14Q: 3 clusters Score -432483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -432485.906250 Penalty: 4038.319092
	Iteration 15Q: 3 clusters Score -432485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -432488.343750 Penalty: 4038.319092
	Iteration 16Q: 3 clusters Score -432488.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -432491.750000 Penalty: 4038.319092
	Iteration 17Q: 3 clusters Score -432491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -432492.031250 Penalty: 4038.319092
	Iteration 18Q: 3 clusters Score -432492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -432493.031250 Penalty: 4038.319092
	Iteration 19Q: 3 clusters Score -432493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -432493.687500 Penalty: 4038.319092
	Iteration 20F: 3 clusters Score -432493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -432495.187500 Penalty: 4038.319092
	Iteration 21Q: 3 clusters Score -432495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -432496.093750 Penalty: 4038.319092
	Iteration 22Q: 3 clusters Score -432496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -432496.750000 Penalty: 4038.319092
	Iteration 23Q: 3 clusters Score -432496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -432497.750000 Penalty: 4038.319092
	Iteration 24Q: 3 clusters Score -432497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -432497.750000 Penalty: 4038.319092
	Iteration 25F: 3 clusters Score -432497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216932 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 43820 members 
Mstep: Class 18 contains 55443 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42482 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 26096 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191600 members 
Mstep: Class 30 contains 1772 members 
Entering Unmasked Estep 
Score: -133257104.000000 Penalty: 102991.429688
Splitting cluster 19 changes total score from -133258120.000000 to -133257104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -768731.062500 Penalty: 2141.385986
	Iteration 0F: 2 clusters Score -768731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -763872.562500 Penalty: 4282.771973
	Iteration 0F: 3 clusters Score -763872.6 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -765037.687500 Penalty: 4282.771973
	Iteration 1F: 3 clusters Score -765037.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -765205.187500 Penalty: 4282.771973
	Iteration 2F: 3 clusters Score -765205.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -765314.937500 Penalty: 4282.771973
	Iteration 3Q: 3 clusters Score -765314.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -765381.500000 Penalty: 4282.771973
	Iteration 4Q: 3 clusters Score -765381.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -765441.375000 Penalty: 4282.771973
	Iteration 5Q: 3 clusters Score -765441.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -765498.625000 Penalty: 4282.771973
	Iteration 6Q: 3 clusters Score -765498.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -765554.625000 Penalty: 4282.771973
	Iteration 7Q: 3 clusters Score -765554.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -765609.375000 Penalty: 4282.771973
	Iteration 8Q: 3 clusters Score -765609.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -765656.312500 Penalty: 4282.771973
	Iteration 9Q: 3 clusters Score -765656.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -765701.250000 Penalty: 4282.771973
	Iteration 10Q: 3 clusters Score -765701.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -765735.750000 Penalty: 4282.771973
	Iteration 11Q: 3 clusters Score -765735.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -765772.125000 Penalty: 4282.771973
	Iteration 12Q: 3 clusters Score -765772.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -765804.250000 Penalty: 4282.771973
	Iteration 13Q: 3 clusters Score -765804.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -765838.812500 Penalty: 4282.771973
	Iteration 14Q: 3 clusters Score -765838.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -765879.750000 Penalty: 4282.771973
	Iteration 15Q: 3 clusters Score -765879.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -765918.812500 Penalty: 4282.771973
	Iteration 16Q: 3 clusters Score -765918.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -765965.187500 Penalty: 4282.771973
	Iteration 17Q: 3 clusters Score -765965.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -766020.750000 Penalty: 4282.771973
	Iteration 18Q: 3 clusters Score -766020.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -766076.312500 Penalty: 4282.771973
	Iteration 19Q: 3 clusters Score -766076.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -766133.187500 Penalty: 4282.771973
	Iteration 20F: 3 clusters Score -766133.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -766188.000000 Penalty: 4282.771973
	Iteration 21Q: 3 clusters Score -766188 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -766248.875000 Penalty: 4282.771973
	Iteration 22Q: 3 clusters Score -766248.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -766324.937500 Penalty: 4282.771973
	Iteration 23Q: 3 clusters Score -766324.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -766406.687500 Penalty: 4282.771973
	Iteration 24Q: 3 clusters Score -766406.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -766483.375000 Penalty: 4282.771973
	Iteration 25Q: 3 clusters Score -766483.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -766553.375000 Penalty: 4282.771973
	Iteration 26Q: 3 clusters Score -766553.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -766612.000000 Penalty: 4282.771973
	Iteration 27Q: 3 clusters Score -766612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -766646.375000 Penalty: 4282.771973
	Iteration 28Q: 3 clusters Score -766646.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -766668.000000 Penalty: 4282.771973
	Iteration 29Q: 3 clusters Score -766668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -766690.437500 Penalty: 4282.771973
	Iteration 30Q: 3 clusters Score -766690.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -766703.437500 Penalty: 4282.771973
	Iteration 31Q: 3 clusters Score -766703.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -766717.000000 Penalty: 4282.771973
	Iteration 32Q: 3 clusters Score -766717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -766728.625000 Penalty: 4282.771973
	Iteration 33Q: 3 clusters Score -766728.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -766741.687500 Penalty: 4282.771973
	Iteration 34Q: 3 clusters Score -766741.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -766754.812500 Penalty: 4282.771973
	Iteration 35Q: 3 clusters Score -766754.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -766769.500000 Penalty: 4282.771973
	Iteration 36Q: 3 clusters Score -766769.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -766782.500000 Penalty: 4282.771973
	Iteration 37Q: 3 clusters Score -766782.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -766796.250000 Penalty: 4282.771973
	Iteration 38Q: 3 clusters Score -766796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -766805.187500 Penalty: 4282.771973
	Iteration 39Q: 3 clusters Score -766805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -766808.250000 Penalty: 4282.771973
	Iteration 40F: 3 clusters Score -766808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -766809.000000 Penalty: 4282.771973
	Iteration 41Q: 3 clusters Score -766809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -766810.875000 Penalty: 4282.771973
	Iteration 42Q: 3 clusters Score -766810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -766811.562500 Penalty: 4282.771973
	Iteration 43Q: 3 clusters Score -766811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -766811.187500 Penalty: 4282.771973
	Iteration 44Q: 3 clusters Score -766811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -766812.062500 Penalty: 4282.771973
	Iteration 45Q: 3 clusters Score -766812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -766813.750000 Penalty: 4282.771973
	Iteration 46Q: 3 clusters Score -766813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -766813.750000 Penalty: 4282.771973
	Iteration 47F: 3 clusters Score -766813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 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 140 members 
Entering Unmasked Estep 
Score: -23449.673828 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23449.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23587.652344 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23587.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23618.714844 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -23618.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23626.019531 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23626.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23640.638672 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23640.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23660.980469 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -23660.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23708.474609 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -23708.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23756.226562 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -23756.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23762.117188 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -23762.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23766.498047 Penalty: 2773.129639
	Iteration 9Q: 3 clusters Score -23766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23772.183594 Penalty: 2773.129639
	Iteration 10Q: 3 clusters Score -23772.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23781.839844 Penalty: 2773.129639
	Iteration 11Q: 3 clusters Score -23781.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23790.228516 Penalty: 2773.129639
	Iteration 12Q: 3 clusters Score -23790.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23799.060547 Penalty: 2773.129639
	Iteration 13Q: 3 clusters Score -23799.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23799.060547 Penalty: 2773.129639
	Iteration 14F: 3 clusters Score -23799.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Entering Unmasked Estep 
Score: -5514511.500000 Penalty: 2642.895264
	Iteration 0F: 2 clusters Score -5514512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5485905.500000 Penalty: 5285.790527
	Iteration 0F: 3 clusters Score -5485906 nChanged 19390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -5496670.500000 Penalty: 5285.790527
	Iteration 1F: 3 clusters Score -5496670 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5497316.500000 Penalty: 5285.790527
	Iteration 2Q: 3 clusters Score -5497316 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -5498110.500000 Penalty: 5285.790527
	Iteration 3Q: 3 clusters Score -5498110 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5499163.500000 Penalty: 5285.790527
	Iteration 4F: 3 clusters Score -5499164 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -5500810.500000 Penalty: 5285.790527
	Iteration 5F: 3 clusters Score -5500810 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -5503258.000000 Penalty: 5285.790527
	Iteration 6F: 3 clusters Score -5503258 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -5505919.000000 Penalty: 5285.790527
	Iteration 7F: 3 clusters Score -5505919 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5508433.000000 Penalty: 5285.790527
	Iteration 8F: 3 clusters Score -5508433 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -5510385.000000 Penalty: 5285.790527
	Iteration 9Q: 3 clusters Score -5510385 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -5511572.000000 Penalty: 5285.790527
	Iteration 10Q: 3 clusters Score -5511572 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -5512095.500000 Penalty: 5285.790527
	Iteration 11Q: 3 clusters Score -5512096 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5512306.500000 Penalty: 5285.790527
	Iteration 12Q: 3 clusters Score -5512306 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5512416.500000 Penalty: 5285.790527
	Iteration 13Q: 3 clusters Score -5512416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5512463.000000 Penalty: 5285.790527
	Iteration 14Q: 3 clusters Score -5512463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -5512493.000000 Penalty: 5285.790527
	Iteration 15Q: 3 clusters Score -5512493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -5512515.500000 Penalty: 5285.790527
	Iteration 16Q: 3 clusters Score -5512516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -5512536.500000 Penalty: 5285.790527
	Iteration 17Q: 3 clusters Score -5512536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5512535.000000 Penalty: 5285.790527
	Iteration 18Q: 3 clusters Score -5512535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5512536.000000 Penalty: 5285.790527
	Iteration 19Q: 3 clusters Score -5512536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5512533.000000 Penalty: 5285.790527
	Iteration 20F: 3 clusters Score -5512533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5512542.500000 Penalty: 5285.790527
	Iteration 21Q: 3 clusters Score -5512542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5512542.500000 Penalty: 5285.790527
	Iteration 22F: 3 clusters Score -5512542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Entering Unmasked Estep 
Score: -2777448.750000 Penalty: 2463.491699
	Iteration 0F: 2 clusters Score -2777449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2762973.500000 Penalty: 4926.983398
	Iteration 0F: 3 clusters Score -2762974 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2767895.750000 Penalty: 4926.983398
	Iteration 1F: 3 clusters Score -2767896 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2768309.750000 Penalty: 4926.983398
	Iteration 2F: 3 clusters Score -2768310 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2768664.250000 Penalty: 4926.983398
	Iteration 3Q: 3 clusters Score -2768664 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2768909.750000 Penalty: 4926.983398
	Iteration 4Q: 3 clusters Score -2768910 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2769114.750000 Penalty: 4926.983398
	Iteration 5Q: 3 clusters Score -2769115 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2769306.750000 Penalty: 4926.983398
	Iteration 6Q: 3 clusters Score -2769307 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2769487.000000 Penalty: 4926.983398
	Iteration 7Q: 3 clusters Score -2769487 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2769710.250000 Penalty: 4926.983398
	Iteration 8Q: 3 clusters Score -2769710 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2769962.000000 Penalty: 4926.983398
	Iteration 9Q: 3 clusters Score -2769962 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2770317.250000 Penalty: 4926.983398
	Iteration 10Q: 3 clusters Score -2770317 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2770825.250000 Penalty: 4926.983398
	Iteration 11Q: 3 clusters Score -2770825 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2771491.750000 Penalty: 4926.983398
	Iteration 12Q: 3 clusters Score -2771492 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2772275.000000 Penalty: 4926.983398
	Iteration 13F: 3 clusters Score -2772275 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2773107.000000 Penalty: 4926.983398
	Iteration 14F: 3 clusters Score -2773107 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2773823.750000 Penalty: 4926.983398
	Iteration 15Q: 3 clusters Score -2773824 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2774325.500000 Penalty: 4926.983398
	Iteration 16Q: 3 clusters Score -2774326 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2774657.250000 Penalty: 4926.983398
	Iteration 17Q: 3 clusters Score -2774657 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2774855.250000 Penalty: 4926.983398
	Iteration 18Q: 3 clusters Score -2774855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2774998.000000 Penalty: 4926.983398
	Iteration 19Q: 3 clusters Score -2774998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2775080.500000 Penalty: 4926.983398
	Iteration 20F: 3 clusters Score -2775080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2775142.250000 Penalty: 4926.983398
	Iteration 21Q: 3 clusters Score -2775142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2775203.500000 Penalty: 4926.983398
	Iteration 22Q: 3 clusters Score -2775204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2775239.000000 Penalty: 4926.983398
	Iteration 23Q: 3 clusters Score -2775239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2775267.000000 Penalty: 4926.983398
	Iteration 24Q: 3 clusters Score -2775267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2775282.500000 Penalty: 4926.983398
	Iteration 25Q: 3 clusters Score -2775282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2775289.250000 Penalty: 4926.983398
	Iteration 26Q: 3 clusters Score -2775289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2775296.000000 Penalty: 4926.983398
	Iteration 27Q: 3 clusters Score -2775296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2775298.500000 Penalty: 4926.983398
	Iteration 28Q: 3 clusters Score -2775298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2775302.000000 Penalty: 4926.983398
	Iteration 29Q: 3 clusters Score -2775302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2775311.750000 Penalty: 4926.983398
	Iteration 30Q: 3 clusters Score -2775312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2775310.000000 Penalty: 4926.983398
	Iteration 31Q: 3 clusters Score -2775310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2775310.250000 Penalty: 4926.983398
	Iteration 32Q: 3 clusters Score -2775310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2775311.250000 Penalty: 4926.983398
	Iteration 33Q: 3 clusters Score -2775311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2775311.500000 Penalty: 4926.983398
	Iteration 34Q: 3 clusters Score -2775312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2775311.500000 Penalty: 4926.983398
	Iteration 35F: 3 clusters Score -2775312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Entering Unmasked Estep 
Score: -3511898.000000 Penalty: 2522.045410
	Iteration 0F: 2 clusters Score -3511898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3493850.500000 Penalty: 5044.090820
	Iteration 0F: 3 clusters Score -3493850 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3500310.750000 Penalty: 5044.090820
	Iteration 1F: 3 clusters Score -3500311 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3501152.750000 Penalty: 5044.090820
	Iteration 2F: 3 clusters Score -3501153 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3502138.250000 Penalty: 5044.090820
	Iteration 3F: 3 clusters Score -3502138 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3503345.000000 Penalty: 5044.090820
	Iteration 4F: 3 clusters Score -3503345 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3504799.250000 Penalty: 5044.090820
	Iteration 5F: 3 clusters Score -3504799 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3506319.500000 Penalty: 5044.090820
	Iteration 6F: 3 clusters Score -3506320 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3507743.750000 Penalty: 5044.090820
	Iteration 7F: 3 clusters Score -3507744 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3508900.500000 Penalty: 5044.090820
	Iteration 8F: 3 clusters Score -3508900 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3509762.750000 Penalty: 5044.090820
	Iteration 9Q: 3 clusters Score -3509763 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3510407.500000 Penalty: 5044.090820
	Iteration 10Q: 3 clusters Score -3510408 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3510822.750000 Penalty: 5044.090820
	Iteration 11Q: 3 clusters Score -3510823 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3511092.500000 Penalty: 5044.090820
	Iteration 12Q: 3 clusters Score -3511092 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3511256.000000 Penalty: 5044.090820
	Iteration 13Q: 3 clusters Score -3511256 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3511351.000000 Penalty: 5044.090820
	Iteration 14Q: 3 clusters Score -3511351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3511425.750000 Penalty: 5044.090820
	Iteration 15Q: 3 clusters Score -3511426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3511466.750000 Penalty: 5044.090820
	Iteration 16Q: 3 clusters Score -3511467 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3511487.500000 Penalty: 5044.090820
	Iteration 17Q: 3 clusters Score -3511488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3511505.750000 Penalty: 5044.090820
	Iteration 18Q: 3 clusters Score -3511506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3511514.250000 Penalty: 5044.090820
	Iteration 19Q: 3 clusters Score -3511514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3511527.500000 Penalty: 5044.090820
	Iteration 20F: 3 clusters Score -3511528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3511538.750000 Penalty: 5044.090820
	Iteration 21Q: 3 clusters Score -3511539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3511541.500000 Penalty: 5044.090820
	Iteration 22Q: 3 clusters Score -3511542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3511553.500000 Penalty: 5044.090820
	Iteration 23Q: 3 clusters Score -3511554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3511554.750000 Penalty: 5044.090820
	Iteration 24Q: 3 clusters Score -3511555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3511560.000000 Penalty: 5044.090820
	Iteration 25Q: 3 clusters Score -3511560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3511557.000000 Penalty: 5044.090820
	Iteration 26Q: 3 clusters Score -3511557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3511561.500000 Penalty: 5044.090820
	Iteration 27Q: 3 clusters Score -3511562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3511561.250000 Penalty: 5044.090820
	Iteration 28Q: 3 clusters Score -3511561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3511563.750000 Penalty: 5044.090820
	Iteration 29Q: 3 clusters Score -3511564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3511567.750000 Penalty: 5044.090820
	Iteration 30Q: 3 clusters Score -3511568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3511574.000000 Penalty: 5044.090820
	Iteration 31Q: 3 clusters Score -3511574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3511578.750000 Penalty: 5044.090820
	Iteration 32Q: 3 clusters Score -3511579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3511581.750000 Penalty: 5044.090820
	Iteration 33Q: 3 clusters Score -3511582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3511578.500000 Penalty: 5044.090820
	Iteration 34Q: 3 clusters Score -3511578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3511578.500000 Penalty: 5044.090820
	Iteration 35F: 3 clusters Score -3511578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Entering Unmasked Estep 
Score: -263728.625000 Penalty: 1894.034058
	Iteration 0F: 2 clusters Score -263728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -261104.296875 Penalty: 3788.068115
	Iteration 0F: 3 clusters Score -261104.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -261658.484375 Penalty: 3788.068115
	Iteration 1F: 3 clusters Score -261658.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -261870.500000 Penalty: 3788.068115
	Iteration 2F: 3 clusters Score -261870.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -262023.750000 Penalty: 3788.068115
	Iteration 3F: 3 clusters Score -262023.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -262176.062500 Penalty: 3788.068115
	Iteration 4F: 3 clusters Score -262176.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -262384.062500 Penalty: 3788.068115
	Iteration 5F: 3 clusters Score -262384.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -262604.875000 Penalty: 3788.068115
	Iteration 6F: 3 clusters Score -262604.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -262824.187500 Penalty: 3788.068115
	Iteration 7F: 3 clusters Score -262824.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -262997.156250 Penalty: 3788.068115
	Iteration 8Q: 3 clusters Score -262997.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -263130.187500 Penalty: 3788.068115
	Iteration 9Q: 3 clusters Score -263130.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -263215.875000 Penalty: 3788.068115
	Iteration 10Q: 3 clusters Score -263215.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -263315.593750 Penalty: 3788.068115
	Iteration 11Q: 3 clusters Score -263315.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263458.937500 Penalty: 3788.068115
	Iteration 12Q: 3 clusters Score -263458.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -263580.343750 Penalty: 3788.068115
	Iteration 13Q: 3 clusters Score -263580.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -263651.656250 Penalty: 3788.068115
	Iteration 14Q: 3 clusters Score -263651.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -263715.781250 Penalty: 3788.068115
	Iteration 15Q: 3 clusters Score -263715.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -263760.968750 Penalty: 3788.068115
	Iteration 16Q: 3 clusters Score -263761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -263800.843750 Penalty: 3788.068115
	Iteration 17Q: 3 clusters Score -263800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -263818.625000 Penalty: 3788.068115
	Iteration 18Q: 3 clusters Score -263818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -263825.468750 Penalty: 3788.068115
	Iteration 19Q: 3 clusters Score -263825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263837.281250 Penalty: 3788.068115
	Iteration 20F: 3 clusters Score -263837.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -263877.968750 Penalty: 3788.068115
	Iteration 21Q: 3 clusters Score -263878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -263944.656250 Penalty: 3788.068115
	Iteration 22Q: 3 clusters Score -263944.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -263970.406250 Penalty: 3788.068115
	Iteration 23Q: 3 clusters Score -263970.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -263974.531250 Penalty: 3788.068115
	Iteration 24Q: 3 clusters Score -263974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -263976.656250 Penalty: 3788.068115
	Iteration 25Q: 3 clusters Score -263976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -263976.656250 Penalty: 3788.068115
	Iteration 26F: 3 clusters Score -263976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216932 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 43820 members 
Mstep: Class 18 contains 55443 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42482 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 26096 members 
Mstep: Class 25 contains 1157 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191600 members 
Mstep: Class 30 contains 917 members 
Entering Unmasked Estep 
Score: -133256912.000000 Penalty: 102991.429688
Splitting cluster 25 changes total score from -133258120.000000 to -133256912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -75067.109375 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -75067.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73402.953125 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -73402.95 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73813.492188 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -73813.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74034.632812 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -74034.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74266.843750 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -74266.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74409.718750 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -74409.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74503.132812 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -74503.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74556.882812 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -74556.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74578.921875 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -74578.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74619.218750 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -74619.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74682.101562 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -74682.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74813.523438 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -74813.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74954.429688 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -74954.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74995.343750 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -74995.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75024.539062 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -75024.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75035.734375 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -75035.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75037.039062 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -75037.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75037.039062 Penalty: 3242.917236
	Iteration 16F: 3 clusters Score -75037.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -300615.750000 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -300615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -297773.812500 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -297773.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -298363.031250 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -298363 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -298553.750000 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -298553.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -298735.562500 Penalty: 3842.165039
	Iteration 3F: 3 clusters Score -298735.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -298867.500000 Penalty: 3842.165039
	Iteration 4F: 3 clusters Score -298867.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -299014.625000 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -299014.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -299197.781250 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -299197.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -299376.156250 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -299376.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -299530.468750 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -299530.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -299646.875000 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -299646.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -299736.906250 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -299736.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -299796.906250 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -299796.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -299845.187500 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -299845.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -299899.781250 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -299899.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -299958.093750 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -299958.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -300012.531250 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -300012.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -300080.031250 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -300080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -300147.937500 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -300147.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -300194.343750 Penalty: 3842.165039
	Iteration 18Q: 3 clusters Score -300194.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -300243.187500 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -300243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -300255.812500 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -300255.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -300268.343750 Penalty: 3842.165039
	Iteration 21Q: 3 clusters Score -300268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -300272.468750 Penalty: 3842.165039
	Iteration 22Q: 3 clusters Score -300272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -300276.406250 Penalty: 3842.165039
	Iteration 23Q: 3 clusters Score -300276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -300277.031250 Penalty: 3842.165039
	Iteration 24Q: 3 clusters Score -300277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -300277.750000 Penalty: 3842.165039
	Iteration 25Q: 3 clusters Score -300277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -300277.750000 Penalty: 3842.165039
	Iteration 26F: 3 clusters Score -300277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Entering Unmasked Estep 
Score: -3648712.250000 Penalty: 2530.995605
	Iteration 0F: 2 clusters Score -3648712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3630033.750000 Penalty: 5061.991211
	Iteration 0F: 3 clusters Score -3630034 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3636476.250000 Penalty: 5061.991211
	Iteration 1F: 3 clusters Score -3636476 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3636829.000000 Penalty: 5061.991211
	Iteration 2Q: 3 clusters Score -3636829 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3637157.250000 Penalty: 5061.991211
	Iteration 3Q: 3 clusters Score -3637157 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3637439.750000 Penalty: 5061.991211
	Iteration 4Q: 3 clusters Score -3637440 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3637739.250000 Penalty: 5061.991211
	Iteration 5Q: 3 clusters Score -3637739 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3638030.250000 Penalty: 5061.991211
	Iteration 6Q: 3 clusters Score -3638030 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3638363.000000 Penalty: 5061.991211
	Iteration 7Q: 3 clusters Score -3638363 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3638813.500000 Penalty: 5061.991211
	Iteration 8Q: 3 clusters Score -3638814 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3639396.500000 Penalty: 5061.991211
	Iteration 9Q: 3 clusters Score -3639396 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3640135.500000 Penalty: 5061.991211
	Iteration 10Q: 3 clusters Score -3640136 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -3640994.000000 Penalty: 5061.991211
	Iteration 11Q: 3 clusters Score -3640994 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3641813.000000 Penalty: 5061.991211
	Iteration 12Q: 3 clusters Score -3641813 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3642549.250000 Penalty: 5061.991211
	Iteration 13Q: 3 clusters Score -3642549 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3643151.500000 Penalty: 5061.991211
	Iteration 14Q: 3 clusters Score -3643152 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3643624.500000 Penalty: 5061.991211
	Iteration 15Q: 3 clusters Score -3643624 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3643995.750000 Penalty: 5061.991211
	Iteration 16Q: 3 clusters Score -3643996 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3644259.250000 Penalty: 5061.991211
	Iteration 17Q: 3 clusters Score -3644259 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3644456.250000 Penalty: 5061.991211
	Iteration 18Q: 3 clusters Score -3644456 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -3644595.750000 Penalty: 5061.991211
	Iteration 19Q: 3 clusters Score -3644596 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3644723.000000 Penalty: 5061.991211
	Iteration 20F: 3 clusters Score -3644723 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3644819.250000 Penalty: 5061.991211
	Iteration 21Q: 3 clusters Score -3644819 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3644913.250000 Penalty: 5061.991211
	Iteration 22Q: 3 clusters Score -3644913 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3645025.000000 Penalty: 5061.991211
	Iteration 23Q: 3 clusters Score -3645025 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3645136.250000 Penalty: 5061.991211
	Iteration 24Q: 3 clusters Score -3645136 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3645258.750000 Penalty: 5061.991211
	Iteration 25Q: 3 clusters Score -3645259 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3645371.000000 Penalty: 5061.991211
	Iteration 26Q: 3 clusters Score -3645371 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3645465.750000 Penalty: 5061.991211
	Iteration 27Q: 3 clusters Score -3645466 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3645565.500000 Penalty: 5061.991211
	Iteration 28Q: 3 clusters Score -3645566 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3645655.500000 Penalty: 5061.991211
	Iteration 29Q: 3 clusters Score -3645656 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3645756.000000 Penalty: 5061.991211
	Iteration 30Q: 3 clusters Score -3645756 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3645830.750000 Penalty: 5061.991211
	Iteration 31Q: 3 clusters Score -3645831 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3645919.750000 Penalty: 5061.991211
	Iteration 32Q: 3 clusters Score -3645920 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -3645999.000000 Penalty: 5061.991211
	Iteration 33Q: 3 clusters Score -3645999 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3646071.000000 Penalty: 5061.991211
	Iteration 34Q: 3 clusters Score -3646071 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3646108.000000 Penalty: 5061.991211
	Iteration 35Q: 3 clusters Score -3646108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3646143.500000 Penalty: 5061.991211
	Iteration 36Q: 3 clusters Score -3646144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3646180.750000 Penalty: 5061.991211
	Iteration 37Q: 3 clusters Score -3646181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3646215.000000 Penalty: 5061.991211
	Iteration 38Q: 3 clusters Score -3646215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3646250.750000 Penalty: 5061.991211
	Iteration 39Q: 3 clusters Score -3646251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3646280.000000 Penalty: 5061.991211
	Iteration 40F: 3 clusters Score -3646280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3646305.250000 Penalty: 5061.991211
	Iteration 41Q: 3 clusters Score -3646305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3646345.250000 Penalty: 5061.991211
	Iteration 42Q: 3 clusters Score -3646345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3646369.000000 Penalty: 5061.991211
	Iteration 43Q: 3 clusters Score -3646369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3646404.500000 Penalty: 5061.991211
	Iteration 44Q: 3 clusters Score -3646404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3646423.750000 Penalty: 5061.991211
	Iteration 45Q: 3 clusters Score -3646424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3646452.000000 Penalty: 5061.991211
	Iteration 46Q: 3 clusters Score -3646452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3646471.250000 Penalty: 5061.991211
	Iteration 47Q: 3 clusters Score -3646471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3646476.000000 Penalty: 5061.991211
	Iteration 48Q: 3 clusters Score -3646476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3646481.750000 Penalty: 5061.991211
	Iteration 49Q: 3 clusters Score -3646482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3646487.500000 Penalty: 5061.991211
	Iteration 50Q: 3 clusters Score -3646488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3646496.500000 Penalty: 5061.991211
	Iteration 51Q: 3 clusters Score -3646496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3646499.000000 Penalty: 5061.991211
	Iteration 52Q: 3 clusters Score -3646499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3646502.250000 Penalty: 5061.991211
	Iteration 53Q: 3 clusters Score -3646502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3646512.000000 Penalty: 5061.991211
	Iteration 54Q: 3 clusters Score -3646512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3646517.000000 Penalty: 5061.991211
	Iteration 55Q: 3 clusters Score -3646517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3646518.000000 Penalty: 5061.991211
	Iteration 56Q: 3 clusters Score -3646518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3646520.750000 Penalty: 5061.991211
	Iteration 57Q: 3 clusters Score -3646521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3646531.250000 Penalty: 5061.991211
	Iteration 58Q: 3 clusters Score -3646531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3646534.250000 Penalty: 5061.991211
	Iteration 59Q: 3 clusters Score -3646534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3646547.250000 Penalty: 5061.991211
	Iteration 60F: 3 clusters Score -3646547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3646553.750000 Penalty: 5061.991211
	Iteration 61Q: 3 clusters Score -3646554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3646556.500000 Penalty: 5061.991211
	Iteration 62Q: 3 clusters Score -3646556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3646555.500000 Penalty: 5061.991211
	Iteration 63Q: 3 clusters Score -3646556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3646556.500000 Penalty: 5061.991211
	Iteration 64Q: 3 clusters Score -3646556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3646561.000000 Penalty: 5061.991211
	Iteration 65Q: 3 clusters Score -3646561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3646571.750000 Penalty: 5061.991211
	Iteration 66Q: 3 clusters Score -3646572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3646572.000000 Penalty: 5061.991211
	Iteration 67Q: 3 clusters Score -3646572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3646573.250000 Penalty: 5061.991211
	Iteration 68Q: 3 clusters Score -3646573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3646575.000000 Penalty: 5061.991211
	Iteration 69Q: 3 clusters Score -3646575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3646575.000000 Penalty: 5061.991211
	Iteration 70Q: 3 clusters Score -3646575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3646580.250000 Penalty: 5061.991211
	Iteration 71Q: 3 clusters Score -3646580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3646581.000000 Penalty: 5061.991211
	Iteration 72Q: 3 clusters Score -3646581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3646579.000000 Penalty: 5061.991211
	Iteration 73Q: 3 clusters Score -3646579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3646580.250000 Penalty: 5061.991211
	Iteration 74Q: 3 clusters Score -3646580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3646580.500000 Penalty: 5061.991211
	Iteration 75Q: 3 clusters Score -3646580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3646586.000000 Penalty: 5061.991211
	Iteration 76Q: 3 clusters Score -3646586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3646587.500000 Penalty: 5061.991211
	Iteration 77Q: 3 clusters Score -3646588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3646590.750000 Penalty: 5061.991211
	Iteration 78Q: 3 clusters Score -3646591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3646590.500000 Penalty: 5061.991211
	Iteration 79Q: 3 clusters Score -3646590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3646591.000000 Penalty: 5061.991211
	Iteration 80F: 3 clusters Score -3646591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3646594.000000 Penalty: 5061.991211
	Iteration 81Q: 3 clusters Score -3646594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3646593.250000 Penalty: 5061.991211
	Iteration 82Q: 3 clusters Score -3646593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3646593.250000 Penalty: 5061.991211
	Iteration 83F: 3 clusters Score -3646593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (191600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191600 members 
Entering Unmasked Estep 
Score: -25414292.000000 Penalty: 3016.464844
	Iteration 0F: 2 clusters Score -2.541429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 96003 members 
Entering Unmasked Estep 
Score: -25290208.000000 Penalty: 6032.929688
	Iteration 0F: 3 clusters Score -2.529021e+07 nChanged 92249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -25344442.000000 Penalty: 6032.929688
	Iteration 1F: 3 clusters Score -2.534444e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -25345724.000000 Penalty: 6032.929688
	Iteration 2Q: 3 clusters Score -2.534572e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -25348042.000000 Penalty: 6032.929688
	Iteration 3Q: 3 clusters Score -2.534804e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -25351654.000000 Penalty: 6032.929688
	Iteration 4Q: 3 clusters Score -2.535165e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -25357588.000000 Penalty: 6032.929688
	Iteration 5F: 3 clusters Score -2.535759e+07 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 126222 members 
Entering Unmasked Estep 
Score: -25367028.000000 Penalty: 6032.929688
	Iteration 6F: 3 clusters Score -2.536703e+07 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 138494 members 
Entering Unmasked Estep 
Score: -25379298.000000 Penalty: 6032.929688
	Iteration 7F: 3 clusters Score -2.53793e+07 nChanged 13973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 150469 members 
Entering Unmasked Estep 
Score: -25391908.000000 Penalty: 6032.929688
	Iteration 8F: 3 clusters Score -2.539191e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 159521 members 
Entering Unmasked Estep 
Score: -25401140.000000 Penalty: 6032.929688
	Iteration 9F: 3 clusters Score -2.540114e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 165286 members 
Entering Unmasked Estep 
Score: -25406184.000000 Penalty: 6032.929688
	Iteration 10Q: 3 clusters Score -2.540618e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 169285 members 
Entering Unmasked Estep 
Score: -25408760.000000 Penalty: 6032.929688
	Iteration 11Q: 3 clusters Score -2.540876e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 172433 members 
Entering Unmasked Estep 
Score: -25410352.000000 Penalty: 6032.929688
	Iteration 12Q: 3 clusters Score -2.541035e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 174978 members 
Entering Unmasked Estep 
Score: -25411324.000000 Penalty: 6032.929688
	Iteration 13Q: 3 clusters Score -2.541132e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 177107 members 
Entering Unmasked Estep 
Score: -25412172.000000 Penalty: 6032.929688
	Iteration 14Q: 3 clusters Score -2.541217e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 178891 members 
Entering Unmasked Estep 
Score: -25412618.000000 Penalty: 6032.929688
	Iteration 15Q: 3 clusters Score -2.541262e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 180393 members 
Entering Unmasked Estep 
Score: -25412942.000000 Penalty: 6032.929688
	Iteration 16Q: 3 clusters Score -2.541294e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 181723 members 
Entering Unmasked Estep 
Score: -25413214.000000 Penalty: 6032.929688
	Iteration 17Q: 3 clusters Score -2.541321e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 182878 members 
Entering Unmasked Estep 
Score: -25413468.000000 Penalty: 6032.929688
	Iteration 18Q: 3 clusters Score -2.541347e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 183893 members 
Entering Unmasked Estep 
Score: -25413600.000000 Penalty: 6032.929688
	Iteration 19Q: 3 clusters Score -2.54136e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 184764 members 
Entering Unmasked Estep 
Score: -25413740.000000 Penalty: 6032.929688
	Iteration 20F: 3 clusters Score -2.541374e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 185500 members 
Entering Unmasked Estep 
Score: -25413720.000000 Penalty: 6032.929688
	Iteration 21Q: 3 clusters Score -2.541372e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 186121 members 
Entering Unmasked Estep 
Score: -25413796.000000 Penalty: 6032.929688
	Iteration 22Q: 3 clusters Score -2.54138e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 186624 members 
Entering Unmasked Estep 
Score: -25413768.000000 Penalty: 6032.929688
	Iteration 23Q: 3 clusters Score -2.541377e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 187038 members 
Entering Unmasked Estep 
Score: -25413728.000000 Penalty: 6032.929688
	Iteration 24Q: 3 clusters Score -2.541373e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 187354 members 
Entering Unmasked Estep 
Score: -25413728.000000 Penalty: 6032.929688
	Iteration 25Q: 3 clusters Score -2.541373e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 187624 members 
Entering Unmasked Estep 
Score: -25413744.000000 Penalty: 6032.929688
	Iteration 26Q: 3 clusters Score -2.541374e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 187826 members 
Entering Unmasked Estep 
Score: -25413714.000000 Penalty: 6032.929688
	Iteration 27Q: 3 clusters Score -2.541371e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 188017 members 
Entering Unmasked Estep 
Score: -25413690.000000 Penalty: 6032.929688
	Iteration 28Q: 3 clusters Score -2.541369e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 188192 members 
Entering Unmasked Estep 
Score: -25413728.000000 Penalty: 6032.929688
	Iteration 29Q: 3 clusters Score -2.541373e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 188321 members 
Entering Unmasked Estep 
Score: -25413690.000000 Penalty: 6032.929688
	Iteration 30Q: 3 clusters Score -2.541369e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 188425 members 
Entering Unmasked Estep 
Score: -25413696.000000 Penalty: 6032.929688
	Iteration 31Q: 3 clusters Score -2.54137e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 188505 members 
Entering Unmasked Estep 
Score: -25413728.000000 Penalty: 6032.929688
	Iteration 32Q: 3 clusters Score -2.541373e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 188577 members 
Entering Unmasked Estep 
Score: -25413706.000000 Penalty: 6032.929688
	Iteration 33Q: 3 clusters Score -2.541371e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 188639 members 
Entering Unmasked Estep 
Score: -25413674.000000 Penalty: 6032.929688
	Iteration 34Q: 3 clusters Score -2.541367e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 188688 members 
Entering Unmasked Estep 
Score: -25413682.000000 Penalty: 6032.929688
	Iteration 35Q: 3 clusters Score -2.541368e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 188745 members 
Entering Unmasked Estep 
Score: -25413732.000000 Penalty: 6032.929688
	Iteration 36Q: 3 clusters Score -2.541373e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 188797 members 
Entering Unmasked Estep 
Score: -25413730.000000 Penalty: 6032.929688
	Iteration 37Q: 3 clusters Score -2.541373e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 188833 members 
Entering Unmasked Estep 
Score: -25413760.000000 Penalty: 6032.929688
	Iteration 38Q: 3 clusters Score -2.541376e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 188860 members 
Entering Unmasked Estep 
Score: -25413746.000000 Penalty: 6032.929688
	Iteration 39Q: 3 clusters Score -2.541375e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 188878 members 
Entering Unmasked Estep 
Score: -25413740.000000 Penalty: 6032.929688
	Iteration 40F: 3 clusters Score -2.541374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 188899 members 
Entering Unmasked Estep 
Score: -25413732.000000 Penalty: 6032.929688
	Iteration 41Q: 3 clusters Score -2.541373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 188912 members 
Entering Unmasked Estep 
Score: -25413738.000000 Penalty: 6032.929688
	Iteration 42Q: 3 clusters Score -2.541374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 188931 members 
Entering Unmasked Estep 
Score: -25413712.000000 Penalty: 6032.929688
	Iteration 43Q: 3 clusters Score -2.541371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 188947 members 
Entering Unmasked Estep 
Score: -25413710.000000 Penalty: 6032.929688
	Iteration 44Q: 3 clusters Score -2.541371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 188957 members 
Entering Unmasked Estep 
Score: -25413734.000000 Penalty: 6032.929688
	Iteration 45Q: 3 clusters Score -2.541373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 188967 members 
Entering Unmasked Estep 
Score: -25413732.000000 Penalty: 6032.929688
	Iteration 46Q: 3 clusters Score -2.541373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 188978 members 
Entering Unmasked Estep 
Score: -25413738.000000 Penalty: 6032.929688
	Iteration 47Q: 3 clusters Score -2.541374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 188987 members 
Entering Unmasked Estep 
Score: -25413714.000000 Penalty: 6032.929688
	Iteration 48Q: 3 clusters Score -2.541371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 189001 members 
Entering Unmasked Estep 
Score: -25413718.000000 Penalty: 6032.929688
	Iteration 49Q: 3 clusters Score -2.541372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 189010 members 
Entering Unmasked Estep 
Score: -25413706.000000 Penalty: 6032.929688
	Iteration 50Q: 3 clusters Score -2.541371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 189023 members 
Entering Unmasked Estep 
Score: -25413686.000000 Penalty: 6032.929688
	Iteration 51Q: 3 clusters Score -2.541369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 189034 members 
Entering Unmasked Estep 
Score: -25413698.000000 Penalty: 6032.929688
	Iteration 52Q: 3 clusters Score -2.54137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 189046 members 
Entering Unmasked Estep 
Score: -25413686.000000 Penalty: 6032.929688
	Iteration 53Q: 3 clusters Score -2.541369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 189060 members 
Entering Unmasked Estep 
Score: -25413702.000000 Penalty: 6032.929688
	Iteration 54Q: 3 clusters Score -2.54137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 189067 members 
Entering Unmasked Estep 
Score: -25413684.000000 Penalty: 6032.929688
	Iteration 55Q: 3 clusters Score -2.541368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 189070 members 
Entering Unmasked Estep 
Score: -25413690.000000 Penalty: 6032.929688
	Iteration 56Q: 3 clusters Score -2.541369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 189077 members 
Entering Unmasked Estep 
Score: -25413676.000000 Penalty: 6032.929688
	Iteration 57Q: 3 clusters Score -2.541368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 189092 members 
Entering Unmasked Estep 
Score: -25413690.000000 Penalty: 6032.929688
	Iteration 58Q: 3 clusters Score -2.541369e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 189107 members 
Entering Unmasked Estep 
Score: -25413686.000000 Penalty: 6032.929688
	Iteration 59Q: 3 clusters Score -2.541369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 189125 members 
Entering Unmasked Estep 
Score: -25413662.000000 Penalty: 6032.929688
	Iteration 60F: 3 clusters Score -2.541366e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 189142 members 
Entering Unmasked Estep 
Score: -25413660.000000 Penalty: 6032.929688
	Iteration 61Q: 3 clusters Score -2.541366e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 189162 members 
Entering Unmasked Estep 
Score: -25413674.000000 Penalty: 6032.929688
	Iteration 62Q: 3 clusters Score -2.541367e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 189173 members 
Entering Unmasked Estep 
Score: -25413692.000000 Penalty: 6032.929688
	Iteration 63Q: 3 clusters Score -2.541369e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 189179 members 
Entering Unmasked Estep 
Score: -25413704.000000 Penalty: 6032.929688
	Iteration 64Q: 3 clusters Score -2.54137e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 189187 members 
Entering Unmasked Estep 
Score: -25413682.000000 Penalty: 6032.929688
	Iteration 65Q: 3 clusters Score -2.541368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 189189 members 
Entering Unmasked Estep 
Score: -25413698.000000 Penalty: 6032.929688
	Iteration 66Q: 3 clusters Score -2.54137e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 189193 members 
Entering Unmasked Estep 
Score: -25413722.000000 Penalty: 6032.929688
	Iteration 67Q: 3 clusters Score -2.541372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 189195 members 
Entering Unmasked Estep 
Score: -25413726.000000 Penalty: 6032.929688
	Iteration 68Q: 3 clusters Score -2.541373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 189194 members 
Entering Unmasked Estep 
Score: -25413730.000000 Penalty: 6032.929688
	Iteration 69Q: 3 clusters Score -2.541373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 189190 members 
Entering Unmasked Estep 
Score: -25413730.000000 Penalty: 6032.929688
	Iteration 70Q: 3 clusters Score -2.541373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 189195 members 
Entering Unmasked Estep 
Score: -25413736.000000 Penalty: 6032.929688
	Iteration 71Q: 3 clusters Score -2.541374e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 189210 members 
Entering Unmasked Estep 
Score: -25413720.000000 Penalty: 6032.929688
	Iteration 72Q: 3 clusters Score -2.541372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 189220 members 
Entering Unmasked Estep 
Score: -25413710.000000 Penalty: 6032.929688
	Iteration 73Q: 3 clusters Score -2.541371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 189222 members 
Entering Unmasked Estep 
Score: -25413708.000000 Penalty: 6032.929688
	Iteration 74Q: 3 clusters Score -2.541371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -25413706.000000 Penalty: 6032.929688
	Iteration 75Q: 3 clusters Score -2.541371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -25413700.000000 Penalty: 6032.929688
	Iteration 76Q: 3 clusters Score -2.54137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -25413712.000000 Penalty: 6032.929688
	Iteration 77Q: 3 clusters Score -2.541371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -25413704.000000 Penalty: 6032.929688
	Iteration 78Q: 3 clusters Score -2.54137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -25413710.000000 Penalty: 6032.929688
	Iteration 79Q: 3 clusters Score -2.541371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 189229 members 
Entering Unmasked Estep 
Score: -25413714.000000 Penalty: 6032.929688
	Iteration 80F: 3 clusters Score -2.541371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 189231 members 
Entering Unmasked Estep 
Score: -25413700.000000 Penalty: 6032.929688
	Iteration 81Q: 3 clusters Score -2.54137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 189232 members 
Entering Unmasked Estep 
Score: -25413706.000000 Penalty: 6032.929688
	Iteration 82Q: 3 clusters Score -2.541371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 189228 members 
Entering Unmasked Estep 
Score: -25413726.000000 Penalty: 6032.929688
	Iteration 83Q: 3 clusters Score -2.541373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 189228 members 
Entering Unmasked Estep 
Score: -25413730.000000 Penalty: 6032.929688
	Iteration 84Q: 3 clusters Score -2.541373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 189229 members 
Entering Unmasked Estep 
Score: -25413724.000000 Penalty: 6032.929688
	Iteration 85Q: 3 clusters Score -2.541372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 189228 members 
Entering Unmasked Estep 
Score: -25413736.000000 Penalty: 6032.929688
	Iteration 86Q: 3 clusters Score -2.541374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 189231 members 
Entering Unmasked Estep 
Score: -25413748.000000 Penalty: 6032.929688
	Iteration 87Q: 3 clusters Score -2.541375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 189233 members 
Entering Unmasked Estep 
Score: -25413740.000000 Penalty: 6032.929688
	Iteration 88Q: 3 clusters Score -2.541374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 189234 members 
Entering Unmasked Estep 
Score: -25413758.000000 Penalty: 6032.929688
	Iteration 89Q: 3 clusters Score -2.541376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 189234 members 
Entering Unmasked Estep 
Score: -25413752.000000 Penalty: 6032.929688
	Iteration 90Q: 3 clusters Score -2.541375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 189235 members 
Entering Unmasked Estep 
Score: -25413762.000000 Penalty: 6032.929688
	Iteration 91Q: 3 clusters Score -2.541376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 189236 members 
Entering Unmasked Estep 
Score: -25413760.000000 Penalty: 6032.929688
	Iteration 92Q: 3 clusters Score -2.541376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 189235 members 
Entering Unmasked Estep 
Score: -25413756.000000 Penalty: 6032.929688
	Iteration 93Q: 3 clusters Score -2.541376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 189233 members 
Entering Unmasked Estep 
Score: -25413754.000000 Penalty: 6032.929688
	Iteration 94Q: 3 clusters Score -2.541375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 189230 members 
Entering Unmasked Estep 
Score: -25413752.000000 Penalty: 6032.929688
	Iteration 95Q: 3 clusters Score -2.541375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 189230 members 
Entering Unmasked Estep 
Score: -25413760.000000 Penalty: 6032.929688
	Iteration 96Q: 3 clusters Score -2.541376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 189230 members 
Entering Unmasked Estep 
Score: -25413760.000000 Penalty: 6032.929688
	Iteration 97F: 3 clusters Score -2.541376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216932 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 43820 members 
Mstep: Class 18 contains 55443 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42482 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 26096 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258120.000000 Penalty: 99558.382812
Iteration 359Q: 30 clusters Score -1.332581e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216936 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187769 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49915 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53760 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36190 members 
Mstep: Class 17 contains 43818 members 
Mstep: Class 18 contains 55441 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42483 members 
Mstep: Class 23 contains 20611 members 
Mstep: Class 24 contains 26095 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27053 members 
Mstep: Class 29 contains 191588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258024.000000 Penalty: 99558.382812
Iteration 360F: 30 clusters Score -1.33258e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216933 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49914 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53764 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36189 members 
Mstep: Class 17 contains 43820 members 
Mstep: Class 18 contains 55440 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42484 members 
Mstep: Class 23 contains 20613 members 
Mstep: Class 24 contains 26094 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27051 members 
Mstep: Class 29 contains 191577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257992.000000 Penalty: 99558.382812
Iteration 361Q: 30 clusters Score -1.33258e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 4 contains 18859 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216935 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187772 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 49913 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53765 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8734 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 43818 members 
Mstep: Class 18 contains 55432 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42483 members 
Mstep: Class 23 contains 20611 members 
Mstep: Class 24 contains 26094 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27051 members 
Mstep: Class 29 contains 191566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258096.000000 Penalty: 99558.382812
Iteration 362Q: 30 clusters Score -1.332581e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 18860 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216936 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 49913 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53765 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8734 members 
Mstep: Class 16 contains 36192 members 
Mstep: Class 17 contains 43817 members 
Mstep: Class 18 contains 55428 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42479 members 
Mstep: Class 23 contains 20609 members 
Mstep: Class 24 contains 26091 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27051 members 
Mstep: Class 29 contains 191567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258104.000000 Penalty: 99558.382812
Iteration 363Q: 30 clusters Score -1.332581e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 18860 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216935 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 49915 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53765 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36198 members 
Mstep: Class 17 contains 43813 members 
Mstep: Class 18 contains 55424 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42481 members 
Mstep: Class 23 contains 20603 members 
Mstep: Class 24 contains 26090 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27050 members 
Mstep: Class 29 contains 191569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258064.000000 Penalty: 99558.382812
Iteration 364Q: 30 clusters Score -1.332581e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 18860 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216932 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 49915 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53764 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36200 members 
Mstep: Class 17 contains 43810 members 
Mstep: Class 18 contains 55418 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42485 members 
Mstep: Class 23 contains 20600 members 
Mstep: Class 24 contains 26089 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27049 members 
Mstep: Class 29 contains 191573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258072.000000 Penalty: 99558.382812
Iteration 365Q: 30 clusters Score -1.332581e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 18860 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216916 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 49909 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53766 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36200 members 
Mstep: Class 17 contains 43810 members 
Mstep: Class 18 contains 55415 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42490 members 
Mstep: Class 23 contains 20596 members 
Mstep: Class 24 contains 26084 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27052 members 
Mstep: Class 29 contains 191589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258056.000000 Penalty: 99558.382812
Iteration 366Q: 30 clusters Score -1.332581e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 18860 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216902 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 49909 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53764 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36200 members 
Mstep: Class 17 contains 43811 members 
Mstep: Class 18 contains 55410 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42495 members 
Mstep: Class 23 contains 20595 members 
Mstep: Class 24 contains 26084 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27052 members 
Mstep: Class 29 contains 191598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258000.000000 Penalty: 99558.382812
Iteration 367Q: 30 clusters Score -1.33258e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14710 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216896 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 49907 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53762 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36200 members 
Mstep: Class 17 contains 43809 members 
Mstep: Class 18 contains 55406 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42497 members 
Mstep: Class 23 contains 20594 members 
Mstep: Class 24 contains 26083 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27050 members 
Mstep: Class 29 contains 191607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258032.000000 Penalty: 99558.382812
Iteration 368Q: 30 clusters Score -1.33258e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216893 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 49906 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53762 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36201 members 
Mstep: Class 17 contains 43805 members 
Mstep: Class 18 contains 55403 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42496 members 
Mstep: Class 23 contains 20594 members 
Mstep: Class 24 contains 26081 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27049 members 
Mstep: Class 29 contains 191615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258016.000000 Penalty: 99558.382812
Iteration 369Q: 30 clusters Score -1.33258e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 18859 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216873 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 49904 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53763 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36201 members 
Mstep: Class 17 contains 43807 members 
Mstep: Class 18 contains 55397 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42496 members 
Mstep: Class 23 contains 20591 members 
Mstep: Class 24 contains 26081 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27050 members 
Mstep: Class 29 contains 191637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258016.000000 Penalty: 99558.382812
Iteration 370Q: 30 clusters Score -1.33258e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 18857 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216868 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 49905 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53761 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43806 members 
Mstep: Class 18 contains 55394 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42500 members 
Mstep: Class 23 contains 20585 members 
Mstep: Class 24 contains 26077 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27050 members 
Mstep: Class 29 contains 191648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258000.000000 Penalty: 99558.382812
Iteration 371Q: 30 clusters Score -1.33258e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 18859 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216865 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187775 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 49905 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53760 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43804 members 
Mstep: Class 18 contains 55394 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42497 members 
Mstep: Class 23 contains 20580 members 
Mstep: Class 24 contains 26077 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27050 members 
Mstep: Class 29 contains 191645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258024.000000 Penalty: 99558.382812
Iteration 372Q: 30 clusters Score -1.33258e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14738 members 
Mstep: Class 4 contains 18856 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216865 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49906 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36208 members 
Mstep: Class 17 contains 43801 members 
Mstep: Class 18 contains 55394 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42499 members 
Mstep: Class 23 contains 20578 members 
Mstep: Class 24 contains 26078 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27051 members 
Mstep: Class 29 contains 191640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257976.000000 Penalty: 99558.382812
Iteration 373Q: 30 clusters Score -1.33258e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216848 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187773 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49907 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53758 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43800 members 
Mstep: Class 18 contains 55392 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42506 members 
Mstep: Class 23 contains 20576 members 
Mstep: Class 24 contains 26078 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27054 members 
Mstep: Class 29 contains 191642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257960.000000 Penalty: 99558.382812
Iteration 374Q: 30 clusters Score -1.33258e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216842 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187772 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49909 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53756 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43802 members 
Mstep: Class 18 contains 55388 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42508 members 
Mstep: Class 23 contains 20576 members 
Mstep: Class 24 contains 26076 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27054 members 
Mstep: Class 29 contains 191652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257968.000000 Penalty: 99558.382812
Iteration 375Q: 30 clusters Score -1.33258e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 18856 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216837 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49910 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43801 members 
Mstep: Class 18 contains 55383 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42510 members 
Mstep: Class 23 contains 20575 members 
Mstep: Class 24 contains 26079 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257912.000000 Penalty: 99558.382812
Iteration 376Q: 30 clusters Score -1.332579e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14759 members 
Mstep: Class 4 contains 18856 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216828 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49907 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53748 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43800 members 
Mstep: Class 18 contains 55379 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42513 members 
Mstep: Class 23 contains 20571 members 
Mstep: Class 24 contains 26080 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27057 members 
Mstep: Class 29 contains 191670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258016.000000 Penalty: 99558.382812
Iteration 377Q: 30 clusters Score -1.33258e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14766 members 
Mstep: Class 4 contains 18854 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216832 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187771 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49905 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53740 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 16 contains 36209 members 
Mstep: Class 17 contains 43800 members 
Mstep: Class 18 contains 55372 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42516 members 
Mstep: Class 23 contains 20568 members 
Mstep: Class 24 contains 26082 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27058 members 
Mstep: Class 29 contains 191672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257960.000000 Penalty: 99558.382812
Iteration 378Q: 30 clusters Score -1.33258e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14776 members 
Mstep: Class 4 contains 18854 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216829 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49903 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53738 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36212 members 
Mstep: Class 17 contains 43798 members 
Mstep: Class 18 contains 55369 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42522 members 
Mstep: Class 23 contains 20569 members 
Mstep: Class 24 contains 26082 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27058 members 
Mstep: Class 29 contains 191666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257944.000000 Penalty: 99558.382812
Iteration 379Q: 30 clusters Score -1.332579e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14779 members 
Mstep: Class 4 contains 18854 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216821 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49901 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53741 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36215 members 
Mstep: Class 17 contains 43797 members 
Mstep: Class 18 contains 55366 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42527 members 
Mstep: Class 23 contains 20569 members 
Mstep: Class 24 contains 26082 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257912.000000 Penalty: 99558.382812
Iteration 380F: 30 clusters Score -1.332579e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14785 members 
Mstep: Class 4 contains 18854 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216818 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49900 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53740 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36222 members 
Mstep: Class 17 contains 43799 members 
Mstep: Class 18 contains 55366 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42531 members 
Mstep: Class 23 contains 20571 members 
Mstep: Class 24 contains 26080 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27059 members 
Mstep: Class 29 contains 191655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257824.000000 Penalty: 99558.382812
Iteration 381Q: 30 clusters Score -1.332578e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14793 members 
Mstep: Class 4 contains 18855 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216812 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49897 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53745 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 36221 members 
Mstep: Class 17 contains 43798 members 
Mstep: Class 18 contains 55363 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42536 members 
Mstep: Class 23 contains 20570 members 
Mstep: Class 24 contains 26075 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27059 members 
Mstep: Class 29 contains 191655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258000.000000 Penalty: 99558.382812
Iteration 382Q: 30 clusters Score -1.33258e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14797 members 
Mstep: Class 4 contains 18859 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216808 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49893 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53753 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36221 members 
Mstep: Class 17 contains 43796 members 
Mstep: Class 18 contains 55359 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42541 members 
Mstep: Class 23 contains 20566 members 
Mstep: Class 24 contains 26074 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257888.000000 Penalty: 99558.382812
Iteration 383Q: 30 clusters Score -1.332579e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14801 members 
Mstep: Class 4 contains 18859 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216794 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187769 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49893 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36220 members 
Mstep: Class 17 contains 43795 members 
Mstep: Class 18 contains 55356 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42547 members 
Mstep: Class 23 contains 20562 members 
Mstep: Class 24 contains 26073 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257904.000000 Penalty: 99558.382812
Iteration 384Q: 30 clusters Score -1.332579e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14808 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216783 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 49886 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53753 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36218 members 
Mstep: Class 17 contains 43794 members 
Mstep: Class 18 contains 55360 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42553 members 
Mstep: Class 23 contains 20561 members 
Mstep: Class 24 contains 26070 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257992.000000 Penalty: 99558.382812
Iteration 385Q: 30 clusters Score -1.33258e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14816 members 
Mstep: Class 4 contains 18855 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216782 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187769 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 49881 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53744 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36219 members 
Mstep: Class 17 contains 43792 members 
Mstep: Class 18 contains 55362 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42557 members 
Mstep: Class 23 contains 20560 members 
Mstep: Class 24 contains 26072 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258088.000000 Penalty: 99558.382812
Iteration 386Q: 30 clusters Score -1.332581e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14825 members 
Mstep: Class 4 contains 18851 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216776 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 49879 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53738 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36220 members 
Mstep: Class 17 contains 43790 members 
Mstep: Class 18 contains 55360 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42562 members 
Mstep: Class 23 contains 20560 members 
Mstep: Class 24 contains 26072 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27063 members 
Mstep: Class 29 contains 191679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258072.000000 Penalty: 99558.382812
Iteration 387Q: 30 clusters Score -1.332581e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8257 members 
Mstep: Class 3 contains 14834 members 
Mstep: Class 4 contains 18849 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216756 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187769 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49878 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53731 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36220 members 
Mstep: Class 17 contains 43787 members 
Mstep: Class 18 contains 55357 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42567 members 
Mstep: Class 23 contains 20556 members 
Mstep: Class 24 contains 26069 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27062 members 
Mstep: Class 29 contains 191707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258144.000000 Penalty: 99558.382812
Iteration 388Q: 30 clusters Score -1.332581e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14844 members 
Mstep: Class 4 contains 18849 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216743 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187769 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49878 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53721 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36219 members 
Mstep: Class 17 contains 43781 members 
Mstep: Class 18 contains 55354 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42579 members 
Mstep: Class 23 contains 20551 members 
Mstep: Class 24 contains 26067 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27062 members 
Mstep: Class 29 contains 191727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258024.000000 Penalty: 99558.382812
Iteration 389Q: 30 clusters Score -1.33258e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14856 members 
Mstep: Class 4 contains 18847 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216727 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49876 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53715 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36218 members 
Mstep: Class 17 contains 43776 members 
Mstep: Class 18 contains 55355 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42590 members 
Mstep: Class 23 contains 20546 members 
Mstep: Class 24 contains 26068 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 27064 members 
Mstep: Class 29 contains 191738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258056.000000 Penalty: 99558.382812
Iteration 390Q: 30 clusters Score -1.332581e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 18843 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216733 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49872 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53708 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36213 members 
Mstep: Class 17 contains 43773 members 
Mstep: Class 18 contains 55355 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42592 members 
Mstep: Class 23 contains 20541 members 
Mstep: Class 24 contains 26066 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 27064 members 
Mstep: Class 29 contains 191755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258096.000000 Penalty: 99558.382812
Iteration 391Q: 30 clusters Score -1.332581e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14869 members 
Mstep: Class 4 contains 18839 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216737 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49871 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53700 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 16 contains 36209 members 
Mstep: Class 17 contains 43770 members 
Mstep: Class 18 contains 55353 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42597 members 
Mstep: Class 23 contains 20538 members 
Mstep: Class 24 contains 26066 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 191764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258000.000000 Penalty: 99558.382812
Iteration 392Q: 30 clusters Score -1.33258e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14874 members 
Mstep: Class 4 contains 18837 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216749 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49868 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53701 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 16 contains 36208 members 
Mstep: Class 17 contains 43768 members 
Mstep: Class 18 contains 55355 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42600 members 
Mstep: Class 23 contains 20535 members 
Mstep: Class 24 contains 26065 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 27063 members 
Mstep: Class 29 contains 191759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258072.000000 Penalty: 99558.382812
Iteration 393Q: 30 clusters Score -1.332581e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14879 members 
Mstep: Class 4 contains 18832 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216771 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49869 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53694 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 36208 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 55356 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42602 members 
Mstep: Class 23 contains 20534 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27062 members 
Mstep: Class 29 contains 191750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258160.000000 Penalty: 99558.382812
Iteration 394Q: 30 clusters Score -1.332582e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 18829 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216775 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49867 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53690 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 16 contains 36209 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 55358 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42605 members 
Mstep: Class 23 contains 20533 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27061 members 
Mstep: Class 29 contains 191745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258008.000000 Penalty: 99558.382812
Iteration 395Q: 30 clusters Score -1.33258e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 18828 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216766 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49863 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53686 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43768 members 
Mstep: Class 18 contains 55356 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42610 members 
Mstep: Class 23 contains 20530 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27061 members 
Mstep: Class 29 contains 191759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257920.000000 Penalty: 99558.382812
Iteration 396Q: 30 clusters Score -1.332579e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 4 contains 18827 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216758 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187760 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49865 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53687 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43767 members 
Mstep: Class 18 contains 55349 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42611 members 
Mstep: Class 23 contains 20530 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27061 members 
Mstep: Class 29 contains 191768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257880.000000 Penalty: 99558.382812
Iteration 397Q: 30 clusters Score -1.332579e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 18825 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216759 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49866 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53685 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43768 members 
Mstep: Class 18 contains 55346 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42615 members 
Mstep: Class 23 contains 20530 members 
Mstep: Class 24 contains 26065 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27061 members 
Mstep: Class 29 contains 191770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257808.000000 Penalty: 99558.382812
Iteration 398Q: 30 clusters Score -1.332578e+08 nChanged 59
Entering ConstructFrom: 
Score: -133257808.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -90968.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90968.4 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 414 members 
Entering Unmasked Estep 
Score: -89230.851562 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -89230.85 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89713.265625 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89713.27 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89979.195312 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -89979.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90148.531250 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -90148.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90279.367188 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -90279.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90400.148438 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -90400.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90521.164062 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -90521.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90709.140625 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -90709.14 nChanged 26
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: -90913.046875 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -90913.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91094.867188 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -91094.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91268.179688 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -91268.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91304.828125 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -91304.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91336.296875 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -91336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91355.617188 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -91355.62 nChanged 3
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: -91379.468750 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -91379.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91403.039062 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -91403.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91449.476562 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -91449.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91490.671875 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -91490.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91504.804688 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -91504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91514.406250 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -91514.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91519.125000 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -91519.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91524.109375 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -91524.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91524.109375 Penalty: 3330.228516
	Iteration 22F: 3 clusters Score -91524.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 18824 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216752 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49865 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53683 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 55347 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42619 members 
Mstep: Class 23 contains 20528 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191783 members 
Mstep: Class 30 contains 402 members 
Entering Unmasked Estep 
Score: -133256592.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133257808.000000 to -133256592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Entering Unmasked Estep 
Score: -1052181.375000 Penalty: 2236.606445
	Iteration 0F: 2 clusters Score -1052181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1045669.875000 Penalty: 4473.212891
	Iteration 0F: 3 clusters Score -1045670 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1047445.875000 Penalty: 4473.212891
	Iteration 1F: 3 clusters Score -1047446 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1047761.875000 Penalty: 4473.212891
	Iteration 2F: 3 clusters Score -1047762 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1048034.750000 Penalty: 4473.212891
	Iteration 3F: 3 clusters Score -1048035 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1048277.500000 Penalty: 4473.212891
	Iteration 4Q: 3 clusters Score -1048278 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1048534.500000 Penalty: 4473.212891
	Iteration 5Q: 3 clusters Score -1048534 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1048759.500000 Penalty: 4473.212891
	Iteration 6Q: 3 clusters Score -1048760 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1048955.125000 Penalty: 4473.212891
	Iteration 7Q: 3 clusters Score -1048955 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1049147.500000 Penalty: 4473.212891
	Iteration 8Q: 3 clusters Score -1049148 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1049295.375000 Penalty: 4473.212891
	Iteration 9Q: 3 clusters Score -1049295 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1049415.625000 Penalty: 4473.212891
	Iteration 10Q: 3 clusters Score -1049416 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1049526.750000 Penalty: 4473.212891
	Iteration 11Q: 3 clusters Score -1049527 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1049644.000000 Penalty: 4473.212891
	Iteration 12Q: 3 clusters Score -1049644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1049757.375000 Penalty: 4473.212891
	Iteration 13Q: 3 clusters Score -1049757 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1049871.000000 Penalty: 4473.212891
	Iteration 14Q: 3 clusters Score -1049871 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1049991.500000 Penalty: 4473.212891
	Iteration 15Q: 3 clusters Score -1049992 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1050089.875000 Penalty: 4473.212891
	Iteration 16Q: 3 clusters Score -1050090 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1050171.750000 Penalty: 4473.212891
	Iteration 17Q: 3 clusters Score -1050172 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1050240.875000 Penalty: 4473.212891
	Iteration 18Q: 3 clusters Score -1050241 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1050283.625000 Penalty: 4473.212891
	Iteration 19Q: 3 clusters Score -1050284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1050317.000000 Penalty: 4473.212891
	Iteration 20F: 3 clusters Score -1050317 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1050336.875000 Penalty: 4473.212891
	Iteration 21Q: 3 clusters Score -1050337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1050353.375000 Penalty: 4473.212891
	Iteration 22Q: 3 clusters Score -1050353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1050359.625000 Penalty: 4473.212891
	Iteration 23Q: 3 clusters Score -1050360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1050368.000000 Penalty: 4473.212891
	Iteration 24Q: 3 clusters Score -1050368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1050375.750000 Penalty: 4473.212891
	Iteration 25Q: 3 clusters Score -1050376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1050386.750000 Penalty: 4473.212891
	Iteration 26Q: 3 clusters Score -1050387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1050390.750000 Penalty: 4473.212891
	Iteration 27Q: 3 clusters Score -1050391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1050399.125000 Penalty: 4473.212891
	Iteration 28Q: 3 clusters Score -1050399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1050400.875000 Penalty: 4473.212891
	Iteration 29Q: 3 clusters Score -1050401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1050400.500000 Penalty: 4473.212891
	Iteration 30Q: 3 clusters Score -1050400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1050403.875000 Penalty: 4473.212891
	Iteration 31Q: 3 clusters Score -1050404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1050405.875000 Penalty: 4473.212891
	Iteration 32Q: 3 clusters Score -1050406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1050407.000000 Penalty: 4473.212891
	Iteration 33Q: 3 clusters Score -1050407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1050406.000000 Penalty: 4473.212891
	Iteration 34Q: 3 clusters Score -1050406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1050407.625000 Penalty: 4473.212891
	Iteration 35Q: 3 clusters Score -1050408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1050408.250000 Penalty: 4473.212891
	Iteration 36Q: 3 clusters Score -1050408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1050408.625000 Penalty: 4473.212891
	Iteration 37Q: 3 clusters Score -1050409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1050407.625000 Penalty: 4473.212891
	Iteration 38Q: 3 clusters Score -1050408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1050408.125000 Penalty: 4473.212891
	Iteration 39Q: 3 clusters Score -1050408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1050407.375000 Penalty: 4473.212891
	Iteration 40F: 3 clusters Score -1050407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1050408.750000 Penalty: 4473.212891
	Iteration 41Q: 3 clusters Score -1050409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1050409.125000 Penalty: 4473.212891
	Iteration 42Q: 3 clusters Score -1050409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1050409.125000 Penalty: 4473.212891
	Iteration 43F: 3 clusters Score -1050409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Entering Unmasked Estep 
Score: -2018746.000000 Penalty: 2382.811035
	Iteration 0F: 2 clusters Score -2018746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2008032.375000 Penalty: 4765.622070
	Iteration 0F: 3 clusters Score -2008032 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2011388.875000 Penalty: 4765.622070
	Iteration 1F: 3 clusters Score -2011389 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2011724.125000 Penalty: 4765.622070
	Iteration 2F: 3 clusters Score -2011724 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2012017.500000 Penalty: 4765.622070
	Iteration 3Q: 3 clusters Score -2012018 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2012296.875000 Penalty: 4765.622070
	Iteration 4Q: 3 clusters Score -2012297 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2012601.125000 Penalty: 4765.622070
	Iteration 5Q: 3 clusters Score -2012601 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2012935.125000 Penalty: 4765.622070
	Iteration 6Q: 3 clusters Score -2012935 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2013312.875000 Penalty: 4765.622070
	Iteration 7Q: 3 clusters Score -2013313 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2013772.000000 Penalty: 4765.622070
	Iteration 8Q: 3 clusters Score -2013772 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2014283.125000 Penalty: 4765.622070
	Iteration 9Q: 3 clusters Score -2014283 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2014821.875000 Penalty: 4765.622070
	Iteration 10Q: 3 clusters Score -2014822 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2015348.500000 Penalty: 4765.622070
	Iteration 11Q: 3 clusters Score -2015348 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2015772.250000 Penalty: 4765.622070
	Iteration 12Q: 3 clusters Score -2015772 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2016066.375000 Penalty: 4765.622070
	Iteration 13Q: 3 clusters Score -2016066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2016250.000000 Penalty: 4765.622070
	Iteration 14Q: 3 clusters Score -2016250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2016362.375000 Penalty: 4765.622070
	Iteration 15Q: 3 clusters Score -2016362 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2016450.500000 Penalty: 4765.622070
	Iteration 16Q: 3 clusters Score -2016450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2016507.125000 Penalty: 4765.622070
	Iteration 17Q: 3 clusters Score -2016507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2016550.750000 Penalty: 4765.622070
	Iteration 18Q: 3 clusters Score -2016551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2016585.250000 Penalty: 4765.622070
	Iteration 19Q: 3 clusters Score -2016585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2016614.125000 Penalty: 4765.622070
	Iteration 20F: 3 clusters Score -2016614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2016626.500000 Penalty: 4765.622070
	Iteration 21Q: 3 clusters Score -2016626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2016635.750000 Penalty: 4765.622070
	Iteration 22Q: 3 clusters Score -2016636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2016641.000000 Penalty: 4765.622070
	Iteration 23Q: 3 clusters Score -2016641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2016647.250000 Penalty: 4765.622070
	Iteration 24Q: 3 clusters Score -2016647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2016650.250000 Penalty: 4765.622070
	Iteration 25Q: 3 clusters Score -2016650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2016653.875000 Penalty: 4765.622070
	Iteration 26Q: 3 clusters Score -2016654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2016658.375000 Penalty: 4765.622070
	Iteration 27Q: 3 clusters Score -2016658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2016664.750000 Penalty: 4765.622070
	Iteration 28Q: 3 clusters Score -2016665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2016671.000000 Penalty: 4765.622070
	Iteration 29Q: 3 clusters Score -2016671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2016673.000000 Penalty: 4765.622070
	Iteration 30Q: 3 clusters Score -2016673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2016672.375000 Penalty: 4765.622070
	Iteration 31Q: 3 clusters Score -2016672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2016672.375000 Penalty: 4765.622070
	Iteration 32F: 3 clusters Score -2016672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Entering Unmasked Estep 
Score: -2538634.000000 Penalty: 2441.036133
	Iteration 0F: 2 clusters Score -2538634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2525295.500000 Penalty: 4882.072266
	Iteration 0F: 3 clusters Score -2525296 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2529546.500000 Penalty: 4882.072266
	Iteration 1F: 3 clusters Score -2529546 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2529909.750000 Penalty: 4882.072266
	Iteration 2F: 3 clusters Score -2529910 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2530174.750000 Penalty: 4882.072266
	Iteration 3Q: 3 clusters Score -2530175 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2530408.250000 Penalty: 4882.072266
	Iteration 4Q: 3 clusters Score -2530408 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2530650.250000 Penalty: 4882.072266
	Iteration 5Q: 3 clusters Score -2530650 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2530938.000000 Penalty: 4882.072266
	Iteration 6Q: 3 clusters Score -2530938 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2531362.250000 Penalty: 4882.072266
	Iteration 7Q: 3 clusters Score -2531362 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2531990.750000 Penalty: 4882.072266
	Iteration 8F: 3 clusters Score -2531991 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2532915.500000 Penalty: 4882.072266
	Iteration 9F: 3 clusters Score -2532916 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2534086.000000 Penalty: 4882.072266
	Iteration 10F: 3 clusters Score -2534086 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2535285.750000 Penalty: 4882.072266
	Iteration 11F: 3 clusters Score -2535286 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2536293.000000 Penalty: 4882.072266
	Iteration 12F: 3 clusters Score -2536293 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2536971.250000 Penalty: 4882.072266
	Iteration 13Q: 3 clusters Score -2536971 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2537341.750000 Penalty: 4882.072266
	Iteration 14Q: 3 clusters Score -2537342 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2537516.500000 Penalty: 4882.072266
	Iteration 15Q: 3 clusters Score -2537516 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2537621.750000 Penalty: 4882.072266
	Iteration 16Q: 3 clusters Score -2537622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2537651.000000 Penalty: 4882.072266
	Iteration 17Q: 3 clusters Score -2537651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2537670.250000 Penalty: 4882.072266
	Iteration 18Q: 3 clusters Score -2537670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2537693.250000 Penalty: 4882.072266
	Iteration 19Q: 3 clusters Score -2537693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2537701.250000 Penalty: 4882.072266
	Iteration 20F: 3 clusters Score -2537701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2537702.000000 Penalty: 4882.072266
	Iteration 21Q: 3 clusters Score -2537702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2537703.250000 Penalty: 4882.072266
	Iteration 22Q: 3 clusters Score -2537703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2537704.250000 Penalty: 4882.072266
	Iteration 23Q: 3 clusters Score -2537704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2537702.250000 Penalty: 4882.072266
	Iteration 24Q: 3 clusters Score -2537702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2537704.000000 Penalty: 4882.072266
	Iteration 25Q: 3 clusters Score -2537704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2537705.750000 Penalty: 4882.072266
	Iteration 26Q: 3 clusters Score -2537706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2537705.750000 Penalty: 4882.072266
	Iteration 27F: 3 clusters Score -2537706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -24013.107422 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -24013.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22871.326172 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -22871.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23106.630859 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -23106.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23151.164062 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -23151.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23169.494141 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -23169.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23196.712891 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -23196.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23198.701172 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -23198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23198.701172 Penalty: 2734.660645
	Iteration 6F: 3 clusters Score -23198.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216752 members 
Entering Unmasked Estep 
Score: -28759798.000000 Penalty: 3047.054443
	Iteration 0F: 2 clusters Score -2.87598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 107973 members 
Entering Unmasked Estep 
Score: -28623882.000000 Penalty: 6094.108887
	Iteration 0F: 3 clusters Score -2.862388e+07 nChanged 104326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -28685502.000000 Penalty: 6094.108887
	Iteration 1F: 3 clusters Score -2.86855e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117474 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -28686682.000000 Penalty: 6094.108887
	Iteration 2Q: 3 clusters Score -2.868668e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122908 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -28688796.000000 Penalty: 6094.108887
	Iteration 3Q: 3 clusters Score -2.86888e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131373 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -28692652.000000 Penalty: 6094.108887
	Iteration 4Q: 3 clusters Score -2.869265e+07 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -28700076.000000 Penalty: 6094.108887
	Iteration 5F: 3 clusters Score -2.870008e+07 nChanged 17605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -28713180.000000 Penalty: 6094.108887
	Iteration 6F: 3 clusters Score -2.871318e+07 nChanged 20180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181318 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -28730564.000000 Penalty: 6094.108887
	Iteration 7F: 3 clusters Score -2.873056e+07 nChanged 17197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198479 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -28744682.000000 Penalty: 6094.108887
	Iteration 8F: 3 clusters Score -2.874468e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208827 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -28752216.000000 Penalty: 6094.108887
	Iteration 9Q: 3 clusters Score -2.875222e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213743 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -28755566.000000 Penalty: 6094.108887
	Iteration 10Q: 3 clusters Score -2.875557e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215556 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -28756616.000000 Penalty: 6094.108887
	Iteration 11Q: 3 clusters Score -2.875662e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216152 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -28757046.000000 Penalty: 6094.108887
	Iteration 12Q: 3 clusters Score -2.875705e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216310 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -28757170.000000 Penalty: 6094.108887
	Iteration 13Q: 3 clusters Score -2.875717e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28757250.000000 Penalty: 6094.108887
	Iteration 14Q: 3 clusters Score -2.875725e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216405 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28757272.000000 Penalty: 6094.108887
	Iteration 15Q: 3 clusters Score -2.875727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216428 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28757280.000000 Penalty: 6094.108887
	Iteration 16Q: 3 clusters Score -2.875728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216441 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28757290.000000 Penalty: 6094.108887
	Iteration 17Q: 3 clusters Score -2.875729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216455 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28757348.000000 Penalty: 6094.108887
	Iteration 18Q: 3 clusters Score -2.875735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216464 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28757362.000000 Penalty: 6094.108887
	Iteration 19Q: 3 clusters Score -2.875736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216471 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28757366.000000 Penalty: 6094.108887
	Iteration 20F: 3 clusters Score -2.875737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216473 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28757368.000000 Penalty: 6094.108887
	Iteration 21Q: 3 clusters Score -2.875737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216473 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28757370.000000 Penalty: 6094.108887
	Iteration 22Q: 3 clusters Score -2.875737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216472 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28757376.000000 Penalty: 6094.108887
	Iteration 23Q: 3 clusters Score -2.875738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216468 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28757370.000000 Penalty: 6094.108887
	Iteration 24Q: 3 clusters Score -2.875737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216469 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28757366.000000 Penalty: 6094.108887
	Iteration 25Q: 3 clusters Score -2.875737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216470 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28757370.000000 Penalty: 6094.108887
	Iteration 26Q: 3 clusters Score -2.875737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216473 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28757386.000000 Penalty: 6094.108887
	Iteration 27Q: 3 clusters Score -2.875739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216474 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28757370.000000 Penalty: 6094.108887
	Iteration 28Q: 3 clusters Score -2.875737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216474 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28757370.000000 Penalty: 6094.108887
	Iteration 29F: 3 clusters Score -2.875737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 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 290 members 
Entering Unmasked Estep 
Score: -57839.996094 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57840 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58167.765625 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58167.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58371.441406 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58371.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58558.292969 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -58558.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58767.031250 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -58767.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59041.171875 Penalty: 3150.039307
	Iteration 5F: 3 clusters Score -59041.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59341.496094 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59341.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59536.835938 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59536.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59704.292969 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -59704.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59938.710938 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -59938.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60094.566406 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60094.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60108.546875 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60108.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60121.445312 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60121.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60130.738281 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60130.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60132.734375 Penalty: 3150.039307
	Iteration 14F: 3 clusters Score -60132.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60139.703125 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60139.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60179.542969 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -60179.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60237.207031 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -60237.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60277.406250 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -60277.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60335.246094 Penalty: 3150.039307
	Iteration 19Q: 3 clusters Score -60335.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60374.117188 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -60374.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60398.621094 Penalty: 3150.039307
	Iteration 21Q: 3 clusters Score -60398.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60429.000000 Penalty: 3150.039307
	Iteration 22Q: 3 clusters Score -60429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60464.273438 Penalty: 3150.039307
	Iteration 23Q: 3 clusters Score -60464.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60464.273438 Penalty: 3150.039307
	Iteration 24F: 3 clusters Score -60464.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 18824 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216752 members 
Mstep: Class 7 contains 383 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49865 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53683 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 55347 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42619 members 
Mstep: Class 23 contains 20528 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191783 members 
Mstep: Class 30 contains 190 members 
Entering Unmasked Estep 
Score: -133257040.000000 Penalty: 102991.429688
Splitting cluster 7 changes total score from -133257808.000000 to -133257040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (187762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187762 members 
Entering Unmasked Estep 
Score: -24830770.000000 Penalty: 3011.446533
	Iteration 0F: 2 clusters Score -2.483077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -24721698.000000 Penalty: 6022.893066
	Iteration 0F: 3 clusters Score -2.47217e+07 nChanged 89946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -24773932.000000 Penalty: 6022.893066
	Iteration 1F: 3 clusters Score -2.477393e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -24774868.000000 Penalty: 6022.893066
	Iteration 2Q: 3 clusters Score -2.477487e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -24775924.000000 Penalty: 6022.893066
	Iteration 3Q: 3 clusters Score -2.477592e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -24777754.000000 Penalty: 6022.893066
	Iteration 4Q: 3 clusters Score -2.477775e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -24780910.000000 Penalty: 6022.893066
	Iteration 5Q: 3 clusters Score -2.478091e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 111275 members 
Entering Unmasked Estep 
Score: -24785520.000000 Penalty: 6022.893066
	Iteration 6F: 3 clusters Score -2.478552e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 119380 members 
Entering Unmasked Estep 
Score: -24792820.000000 Penalty: 6022.893066
	Iteration 7F: 3 clusters Score -2.479282e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 128191 members 
Entering Unmasked Estep 
Score: -24801666.000000 Penalty: 6022.893066
	Iteration 8F: 3 clusters Score -2.480167e+07 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 136042 members 
Entering Unmasked Estep 
Score: -24810276.000000 Penalty: 6022.893066
	Iteration 9F: 3 clusters Score -2.481028e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 141716 members 
Entering Unmasked Estep 
Score: -24817608.000000 Penalty: 6022.893066
	Iteration 10F: 3 clusters Score -2.481761e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 144968 members 
Entering Unmasked Estep 
Score: -24822464.000000 Penalty: 6022.893066
	Iteration 11Q: 3 clusters Score -2.482246e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 146882 members 
Entering Unmasked Estep 
Score: -24824956.000000 Penalty: 6022.893066
	Iteration 12Q: 3 clusters Score -2.482496e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 148487 members 
Entering Unmasked Estep 
Score: -24826526.000000 Penalty: 6022.893066
	Iteration 13Q: 3 clusters Score -2.482653e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -24827184.000000 Penalty: 6022.893066
	Iteration 14Q: 3 clusters Score -2.482718e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 151498 members 
Entering Unmasked Estep 
Score: -24827812.000000 Penalty: 6022.893066
	Iteration 15Q: 3 clusters Score -2.482781e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 152974 members 
Entering Unmasked Estep 
Score: -24828594.000000 Penalty: 6022.893066
	Iteration 16Q: 3 clusters Score -2.482859e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 154548 members 
Entering Unmasked Estep 
Score: -24829282.000000 Penalty: 6022.893066
	Iteration 17Q: 3 clusters Score -2.482928e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -24829864.000000 Penalty: 6022.893066
	Iteration 18Q: 3 clusters Score -2.482986e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 157661 members 
Entering Unmasked Estep 
Score: -24830426.000000 Penalty: 6022.893066
	Iteration 19Q: 3 clusters Score -2.483043e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 159296 members 
Entering Unmasked Estep 
Score: -24830890.000000 Penalty: 6022.893066
	Iteration 20F: 3 clusters Score -2.483089e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 160898 members 
Entering Unmasked Estep 
Score: -24831280.000000 Penalty: 6022.893066
	Iteration 21Q: 3 clusters Score -2.483128e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -24831590.000000 Penalty: 6022.893066
	Iteration 22Q: 3 clusters Score -2.483159e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 163954 members 
Entering Unmasked Estep 
Score: -24831808.000000 Penalty: 6022.893066
	Iteration 23Q: 3 clusters Score -2.483181e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 165338 members 
Entering Unmasked Estep 
Score: -24831812.000000 Penalty: 6022.893066
	Iteration 24Q: 3 clusters Score -2.483181e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -24831838.000000 Penalty: 6022.893066
	Iteration 25Q: 3 clusters Score -2.483184e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 167992 members 
Entering Unmasked Estep 
Score: -24831740.000000 Penalty: 6022.893066
	Iteration 26Q: 3 clusters Score -2.483174e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -24831648.000000 Penalty: 6022.893066
	Iteration 27Q: 3 clusters Score -2.483165e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 170400 members 
Entering Unmasked Estep 
Score: -24831602.000000 Penalty: 6022.893066
	Iteration 28Q: 3 clusters Score -2.48316e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 171563 members 
Entering Unmasked Estep 
Score: -24831578.000000 Penalty: 6022.893066
	Iteration 29Q: 3 clusters Score -2.483158e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 172616 members 
Entering Unmasked Estep 
Score: -24831588.000000 Penalty: 6022.893066
	Iteration 30Q: 3 clusters Score -2.483159e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 173625 members 
Entering Unmasked Estep 
Score: -24831608.000000 Penalty: 6022.893066
	Iteration 31Q: 3 clusters Score -2.483161e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 174583 members 
Entering Unmasked Estep 
Score: -24831568.000000 Penalty: 6022.893066
	Iteration 32Q: 3 clusters Score -2.483157e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 175476 members 
Entering Unmasked Estep 
Score: -24831476.000000 Penalty: 6022.893066
	Iteration 33Q: 3 clusters Score -2.483148e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 176320 members 
Entering Unmasked Estep 
Score: -24831414.000000 Penalty: 6022.893066
	Iteration 34Q: 3 clusters Score -2.483141e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 177097 members 
Entering Unmasked Estep 
Score: -24831288.000000 Penalty: 6022.893066
	Iteration 35Q: 3 clusters Score -2.483129e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -24831040.000000 Penalty: 6022.893066
	Iteration 36Q: 3 clusters Score -2.483104e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 178404 members 
Entering Unmasked Estep 
Score: -24830956.000000 Penalty: 6022.893066
	Iteration 37Q: 3 clusters Score -2.483096e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 178966 members 
Entering Unmasked Estep 
Score: -24830830.000000 Penalty: 6022.893066
	Iteration 38Q: 3 clusters Score -2.483083e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 179499 members 
Entering Unmasked Estep 
Score: -24830722.000000 Penalty: 6022.893066
	Iteration 39Q: 3 clusters Score -2.483072e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 179989 members 
Entering Unmasked Estep 
Score: -24830752.000000 Penalty: 6022.893066
	Iteration 40F: 3 clusters Score -2.483075e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 180425 members 
Entering Unmasked Estep 
Score: -24830652.000000 Penalty: 6022.893066
	Iteration 41Q: 3 clusters Score -2.483065e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 180828 members 
Entering Unmasked Estep 
Score: -24830606.000000 Penalty: 6022.893066
	Iteration 42Q: 3 clusters Score -2.483061e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 181197 members 
Entering Unmasked Estep 
Score: -24830616.000000 Penalty: 6022.893066
	Iteration 43Q: 3 clusters Score -2.483062e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 181533 members 
Entering Unmasked Estep 
Score: -24830562.000000 Penalty: 6022.893066
	Iteration 44Q: 3 clusters Score -2.483056e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 181854 members 
Entering Unmasked Estep 
Score: -24830470.000000 Penalty: 6022.893066
	Iteration 45Q: 3 clusters Score -2.483047e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 182129 members 
Entering Unmasked Estep 
Score: -24830502.000000 Penalty: 6022.893066
	Iteration 46Q: 3 clusters Score -2.48305e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 182373 members 
Entering Unmasked Estep 
Score: -24830564.000000 Penalty: 6022.893066
	Iteration 47Q: 3 clusters Score -2.483056e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 182598 members 
Entering Unmasked Estep 
Score: -24830480.000000 Penalty: 6022.893066
	Iteration 48Q: 3 clusters Score -2.483048e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 182788 members 
Entering Unmasked Estep 
Score: -24830398.000000 Penalty: 6022.893066
	Iteration 49Q: 3 clusters Score -2.48304e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 182956 members 
Entering Unmasked Estep 
Score: -24830354.000000 Penalty: 6022.893066
	Iteration 50Q: 3 clusters Score -2.483035e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 183099 members 
Entering Unmasked Estep 
Score: -24830344.000000 Penalty: 6022.893066
	Iteration 51Q: 3 clusters Score -2.483034e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 183242 members 
Entering Unmasked Estep 
Score: -24830352.000000 Penalty: 6022.893066
	Iteration 52Q: 3 clusters Score -2.483035e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 183384 members 
Entering Unmasked Estep 
Score: -24830388.000000 Penalty: 6022.893066
	Iteration 53Q: 3 clusters Score -2.483039e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 183502 members 
Entering Unmasked Estep 
Score: -24830376.000000 Penalty: 6022.893066
	Iteration 54Q: 3 clusters Score -2.483038e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 183608 members 
Entering Unmasked Estep 
Score: -24830348.000000 Penalty: 6022.893066
	Iteration 55Q: 3 clusters Score -2.483035e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 183698 members 
Entering Unmasked Estep 
Score: -24830326.000000 Penalty: 6022.893066
	Iteration 56Q: 3 clusters Score -2.483033e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 183787 members 
Entering Unmasked Estep 
Score: -24830324.000000 Penalty: 6022.893066
	Iteration 57Q: 3 clusters Score -2.483032e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 183859 members 
Entering Unmasked Estep 
Score: -24830322.000000 Penalty: 6022.893066
	Iteration 58Q: 3 clusters Score -2.483032e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 183914 members 
Entering Unmasked Estep 
Score: -24830318.000000 Penalty: 6022.893066
	Iteration 59Q: 3 clusters Score -2.483032e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 183955 members 
Entering Unmasked Estep 
Score: -24830308.000000 Penalty: 6022.893066
	Iteration 60F: 3 clusters Score -2.483031e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 184004 members 
Entering Unmasked Estep 
Score: -24830304.000000 Penalty: 6022.893066
	Iteration 61Q: 3 clusters Score -2.48303e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 184055 members 
Entering Unmasked Estep 
Score: -24830306.000000 Penalty: 6022.893066
	Iteration 62Q: 3 clusters Score -2.483031e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 184095 members 
Entering Unmasked Estep 
Score: -24830276.000000 Penalty: 6022.893066
	Iteration 63Q: 3 clusters Score -2.483028e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 184153 members 
Entering Unmasked Estep 
Score: -24830238.000000 Penalty: 6022.893066
	Iteration 64Q: 3 clusters Score -2.483024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 184201 members 
Entering Unmasked Estep 
Score: -24830234.000000 Penalty: 6022.893066
	Iteration 65Q: 3 clusters Score -2.483023e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 184251 members 
Entering Unmasked Estep 
Score: -24830202.000000 Penalty: 6022.893066
	Iteration 66Q: 3 clusters Score -2.48302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 184276 members 
Entering Unmasked Estep 
Score: -24830196.000000 Penalty: 6022.893066
	Iteration 67Q: 3 clusters Score -2.48302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 184300 members 
Entering Unmasked Estep 
Score: -24830186.000000 Penalty: 6022.893066
	Iteration 68Q: 3 clusters Score -2.483019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 184321 members 
Entering Unmasked Estep 
Score: -24830182.000000 Penalty: 6022.893066
	Iteration 69Q: 3 clusters Score -2.483018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 184341 members 
Entering Unmasked Estep 
Score: -24830200.000000 Penalty: 6022.893066
	Iteration 70Q: 3 clusters Score -2.48302e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 184366 members 
Entering Unmasked Estep 
Score: -24830196.000000 Penalty: 6022.893066
	Iteration 71Q: 3 clusters Score -2.48302e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 184388 members 
Entering Unmasked Estep 
Score: -24830172.000000 Penalty: 6022.893066
	Iteration 72Q: 3 clusters Score -2.483017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 184411 members 
Entering Unmasked Estep 
Score: -24830186.000000 Penalty: 6022.893066
	Iteration 73Q: 3 clusters Score -2.483019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 184439 members 
Entering Unmasked Estep 
Score: -24830186.000000 Penalty: 6022.893066
	Iteration 74Q: 3 clusters Score -2.483019e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 184471 members 
Entering Unmasked Estep 
Score: -24830182.000000 Penalty: 6022.893066
	Iteration 75Q: 3 clusters Score -2.483018e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 184503 members 
Entering Unmasked Estep 
Score: -24830172.000000 Penalty: 6022.893066
	Iteration 76Q: 3 clusters Score -2.483017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 184534 members 
Entering Unmasked Estep 
Score: -24830170.000000 Penalty: 6022.893066
	Iteration 77Q: 3 clusters Score -2.483017e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 184560 members 
Entering Unmasked Estep 
Score: -24830186.000000 Penalty: 6022.893066
	Iteration 78Q: 3 clusters Score -2.483019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 184588 members 
Entering Unmasked Estep 
Score: -24830170.000000 Penalty: 6022.893066
	Iteration 79Q: 3 clusters Score -2.483017e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 184610 members 
Entering Unmasked Estep 
Score: -24830170.000000 Penalty: 6022.893066
	Iteration 80F: 3 clusters Score -2.483017e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 184636 members 
Entering Unmasked Estep 
Score: -24830158.000000 Penalty: 6022.893066
	Iteration 81Q: 3 clusters Score -2.483016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 184659 members 
Entering Unmasked Estep 
Score: -24830148.000000 Penalty: 6022.893066
	Iteration 82Q: 3 clusters Score -2.483015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 184682 members 
Entering Unmasked Estep 
Score: -24830150.000000 Penalty: 6022.893066
	Iteration 83Q: 3 clusters Score -2.483015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 184698 members 
Entering Unmasked Estep 
Score: -24830130.000000 Penalty: 6022.893066
	Iteration 84Q: 3 clusters Score -2.483013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 184712 members 
Entering Unmasked Estep 
Score: -24830144.000000 Penalty: 6022.893066
	Iteration 85Q: 3 clusters Score -2.483014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 184726 members 
Entering Unmasked Estep 
Score: -24830140.000000 Penalty: 6022.893066
	Iteration 86Q: 3 clusters Score -2.483014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -24830150.000000 Penalty: 6022.893066
	Iteration 87Q: 3 clusters Score -2.483015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 184746 members 
Entering Unmasked Estep 
Score: -24830160.000000 Penalty: 6022.893066
	Iteration 88Q: 3 clusters Score -2.483016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 184758 members 
Entering Unmasked Estep 
Score: -24830156.000000 Penalty: 6022.893066
	Iteration 89Q: 3 clusters Score -2.483016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 184770 members 
Entering Unmasked Estep 
Score: -24830132.000000 Penalty: 6022.893066
	Iteration 90Q: 3 clusters Score -2.483013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 184777 members 
Entering Unmasked Estep 
Score: -24830142.000000 Penalty: 6022.893066
	Iteration 91Q: 3 clusters Score -2.483014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 184786 members 
Entering Unmasked Estep 
Score: -24830144.000000 Penalty: 6022.893066
	Iteration 92Q: 3 clusters Score -2.483014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 184798 members 
Entering Unmasked Estep 
Score: -24830128.000000 Penalty: 6022.893066
	Iteration 93Q: 3 clusters Score -2.483013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 184814 members 
Entering Unmasked Estep 
Score: -24830132.000000 Penalty: 6022.893066
	Iteration 94Q: 3 clusters Score -2.483013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 184825 members 
Entering Unmasked Estep 
Score: -24830134.000000 Penalty: 6022.893066
	Iteration 95Q: 3 clusters Score -2.483013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 184839 members 
Entering Unmasked Estep 
Score: -24830150.000000 Penalty: 6022.893066
	Iteration 96Q: 3 clusters Score -2.483015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 184847 members 
Entering Unmasked Estep 
Score: -24830162.000000 Penalty: 6022.893066
	Iteration 97Q: 3 clusters Score -2.483016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 184855 members 
Entering Unmasked Estep 
Score: -24830162.000000 Penalty: 6022.893066
	Iteration 98Q: 3 clusters Score -2.483016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 184864 members 
Entering Unmasked Estep 
Score: -24830168.000000 Penalty: 6022.893066
	Iteration 99Q: 3 clusters Score -2.483017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 184875 members 
Entering Unmasked Estep 
Score: -24830180.000000 Penalty: 6022.893066
	Iteration 100F: 3 clusters Score -2.483018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 184889 members 
Entering Unmasked Estep 
Score: -24830180.000000 Penalty: 6022.893066
	Iteration 101Q: 3 clusters Score -2.483018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 184896 members 
Entering Unmasked Estep 
Score: -24830174.000000 Penalty: 6022.893066
	Iteration 102Q: 3 clusters Score -2.483017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 184904 members 
Entering Unmasked Estep 
Score: -24830174.000000 Penalty: 6022.893066
	Iteration 103Q: 3 clusters Score -2.483017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 184913 members 
Entering Unmasked Estep 
Score: -24830180.000000 Penalty: 6022.893066
	Iteration 104Q: 3 clusters Score -2.483018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 184915 members 
Entering Unmasked Estep 
Score: -24830170.000000 Penalty: 6022.893066
	Iteration 105Q: 3 clusters Score -2.483017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 184921 members 
Entering Unmasked Estep 
Score: -24830180.000000 Penalty: 6022.893066
	Iteration 106Q: 3 clusters Score -2.483018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 184925 members 
Entering Unmasked Estep 
Score: -24830182.000000 Penalty: 6022.893066
	Iteration 107Q: 3 clusters Score -2.483018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -24830184.000000 Penalty: 6022.893066
	Iteration 108Q: 3 clusters Score -2.483018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 184933 members 
Entering Unmasked Estep 
Score: -24830196.000000 Penalty: 6022.893066
	Iteration 109Q: 3 clusters Score -2.48302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 184947 members 
Entering Unmasked Estep 
Score: -24830186.000000 Penalty: 6022.893066
	Iteration 110Q: 3 clusters Score -2.483019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 184957 members 
Entering Unmasked Estep 
Score: -24830188.000000 Penalty: 6022.893066
	Iteration 111Q: 3 clusters Score -2.483019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 184962 members 
Entering Unmasked Estep 
Score: -24830174.000000 Penalty: 6022.893066
	Iteration 112Q: 3 clusters Score -2.483017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 184968 members 
Entering Unmasked Estep 
Score: -24830176.000000 Penalty: 6022.893066
	Iteration 113Q: 3 clusters Score -2.483018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 184968 members 
Entering Unmasked Estep 
Score: -24830176.000000 Penalty: 6022.893066
	Iteration 114F: 3 clusters Score -2.483018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -375339.687500 Penalty: 2009.065674
	Iteration 0F: 2 clusters Score -375339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -371846.781250 Penalty: 4018.131348
	Iteration 0F: 3 clusters Score -371846.8 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -372543.562500 Penalty: 4018.131348
	Iteration 1F: 3 clusters Score -372543.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -372728.031250 Penalty: 4018.131348
	Iteration 2F: 3 clusters Score -372728 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -372836.406250 Penalty: 4018.131348
	Iteration 3Q: 3 clusters Score -372836.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -372916.937500 Penalty: 4018.131348
	Iteration 4Q: 3 clusters Score -372916.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -372957.781250 Penalty: 4018.131348
	Iteration 5Q: 3 clusters Score -372957.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -372994.687500 Penalty: 4018.131348
	Iteration 6Q: 3 clusters Score -372994.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -373031.468750 Penalty: 4018.131348
	Iteration 7Q: 3 clusters Score -373031.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -373065.531250 Penalty: 4018.131348
	Iteration 8Q: 3 clusters Score -373065.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373114.781250 Penalty: 4018.131348
	Iteration 9Q: 3 clusters Score -373114.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -373170.812500 Penalty: 4018.131348
	Iteration 10Q: 3 clusters Score -373170.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -373234.718750 Penalty: 4018.131348
	Iteration 11Q: 3 clusters Score -373234.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -373296.531250 Penalty: 4018.131348
	Iteration 12Q: 3 clusters Score -373296.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -373360.156250 Penalty: 4018.131348
	Iteration 13Q: 3 clusters Score -373360.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -373421.093750 Penalty: 4018.131348
	Iteration 14Q: 3 clusters Score -373421.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -373486.031250 Penalty: 4018.131348
	Iteration 15Q: 3 clusters Score -373486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -373551.468750 Penalty: 4018.131348
	Iteration 16Q: 3 clusters Score -373551.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -373616.843750 Penalty: 4018.131348
	Iteration 17Q: 3 clusters Score -373616.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -373674.687500 Penalty: 4018.131348
	Iteration 18Q: 3 clusters Score -373674.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -373706.500000 Penalty: 4018.131348
	Iteration 19Q: 3 clusters Score -373706.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -373739.593750 Penalty: 4018.131348
	Iteration 20F: 3 clusters Score -373739.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -373755.781250 Penalty: 4018.131348
	Iteration 21Q: 3 clusters Score -373755.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -373784.906250 Penalty: 4018.131348
	Iteration 22Q: 3 clusters Score -373784.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -373805.843750 Penalty: 4018.131348
	Iteration 23Q: 3 clusters Score -373805.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -373820.218750 Penalty: 4018.131348
	Iteration 24Q: 3 clusters Score -373820.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -373833.406250 Penalty: 4018.131348
	Iteration 25Q: 3 clusters Score -373833.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -373843.843750 Penalty: 4018.131348
	Iteration 26Q: 3 clusters Score -373843.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -373854.343750 Penalty: 4018.131348
	Iteration 27Q: 3 clusters Score -373854.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -373866.812500 Penalty: 4018.131348
	Iteration 28Q: 3 clusters Score -373866.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -373878.343750 Penalty: 4018.131348
	Iteration 29Q: 3 clusters Score -373878.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -373887.375000 Penalty: 4018.131348
	Iteration 30Q: 3 clusters Score -373887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -373894.406250 Penalty: 4018.131348
	Iteration 31Q: 3 clusters Score -373894.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -373898.343750 Penalty: 4018.131348
	Iteration 32Q: 3 clusters Score -373898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -373902.750000 Penalty: 4018.131348
	Iteration 33Q: 3 clusters Score -373902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -373910.625000 Penalty: 4018.131348
	Iteration 34Q: 3 clusters Score -373910.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -373919.187500 Penalty: 4018.131348
	Iteration 35Q: 3 clusters Score -373919.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -373929.500000 Penalty: 4018.131348
	Iteration 36Q: 3 clusters Score -373929.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -373936.781250 Penalty: 4018.131348
	Iteration 37Q: 3 clusters Score -373936.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -373945.656250 Penalty: 4018.131348
	Iteration 38Q: 3 clusters Score -373945.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -373954.406250 Penalty: 4018.131348
	Iteration 39Q: 3 clusters Score -373954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -373958.218750 Penalty: 4018.131348
	Iteration 40F: 3 clusters Score -373958.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -373963.937500 Penalty: 4018.131348
	Iteration 41Q: 3 clusters Score -373963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -373967.968750 Penalty: 4018.131348
	Iteration 42Q: 3 clusters Score -373968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -373971.187500 Penalty: 4018.131348
	Iteration 43Q: 3 clusters Score -373971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -373973.718750 Penalty: 4018.131348
	Iteration 44Q: 3 clusters Score -373973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -373975.968750 Penalty: 4018.131348
	Iteration 45Q: 3 clusters Score -373976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -373979.375000 Penalty: 4018.131348
	Iteration 46Q: 3 clusters Score -373979.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -373983.687500 Penalty: 4018.131348
	Iteration 47Q: 3 clusters Score -373983.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -373988.312500 Penalty: 4018.131348
	Iteration 48Q: 3 clusters Score -373988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -373992.218750 Penalty: 4018.131348
	Iteration 49Q: 3 clusters Score -373992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -373995.656250 Penalty: 4018.131348
	Iteration 50Q: 3 clusters Score -373995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -373997.593750 Penalty: 4018.131348
	Iteration 51Q: 3 clusters Score -373997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -373999.406250 Penalty: 4018.131348
	Iteration 52Q: 3 clusters Score -373999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -374000.500000 Penalty: 4018.131348
	Iteration 53Q: 3 clusters Score -374000.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -374002.562500 Penalty: 4018.131348
	Iteration 54Q: 3 clusters Score -374002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -374004.531250 Penalty: 4018.131348
	Iteration 55Q: 3 clusters Score -374004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -374005.031250 Penalty: 4018.131348
	Iteration 56Q: 3 clusters Score -374005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -374005.875000 Penalty: 4018.131348
	Iteration 57Q: 3 clusters Score -374005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -374006.000000 Penalty: 4018.131348
	Iteration 58Q: 3 clusters Score -374006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -374006.000000 Penalty: 4018.131348
	Iteration 59F: 3 clusters Score -374006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -475387.937500 Penalty: 2041.513184
	Iteration 0F: 2 clusters Score -475387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -471660.156250 Penalty: 4083.026367
	Iteration 0F: 3 clusters Score -471660.2 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -472530.843750 Penalty: 4083.026367
	Iteration 1F: 3 clusters Score -472530.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -472861.718750 Penalty: 4083.026367
	Iteration 2F: 3 clusters Score -472861.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -473052.093750 Penalty: 4083.026367
	Iteration 3F: 3 clusters Score -473052.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -473214.062500 Penalty: 4083.026367
	Iteration 4F: 3 clusters Score -473214.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -473346.531250 Penalty: 4083.026367
	Iteration 5Q: 3 clusters Score -473346.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -473465.375000 Penalty: 4083.026367
	Iteration 6Q: 3 clusters Score -473465.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -473594.687500 Penalty: 4083.026367
	Iteration 7Q: 3 clusters Score -473594.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -473702.968750 Penalty: 4083.026367
	Iteration 8Q: 3 clusters Score -473703 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -473806.625000 Penalty: 4083.026367
	Iteration 9Q: 3 clusters Score -473806.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -473893.468750 Penalty: 4083.026367
	Iteration 10Q: 3 clusters Score -473893.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -473952.000000 Penalty: 4083.026367
	Iteration 11Q: 3 clusters Score -473952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -474005.718750 Penalty: 4083.026367
	Iteration 12Q: 3 clusters Score -474005.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -474055.812500 Penalty: 4083.026367
	Iteration 13Q: 3 clusters Score -474055.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -474103.656250 Penalty: 4083.026367
	Iteration 14Q: 3 clusters Score -474103.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -474123.750000 Penalty: 4083.026367
	Iteration 15Q: 3 clusters Score -474123.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -474135.937500 Penalty: 4083.026367
	Iteration 16Q: 3 clusters Score -474135.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -474146.812500 Penalty: 4083.026367
	Iteration 17Q: 3 clusters Score -474146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -474151.093750 Penalty: 4083.026367
	Iteration 18Q: 3 clusters Score -474151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -474151.843750 Penalty: 4083.026367
	Iteration 19Q: 3 clusters Score -474151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -474151.843750 Penalty: 4083.026367
	Iteration 20F: 3 clusters Score -474151.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Entering Unmasked Estep 
Score: -6185811.000000 Penalty: 2682.634521
	Iteration 0F: 2 clusters Score -6185811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -6152093.000000 Penalty: 5365.269043
	Iteration 0F: 3 clusters Score -6152093 nChanged 22955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -6165007.000000 Penalty: 5365.269043
	Iteration 1F: 3 clusters Score -6165007 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -6165651.000000 Penalty: 5365.269043
	Iteration 2Q: 3 clusters Score -6165651 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -6166553.500000 Penalty: 5365.269043
	Iteration 3Q: 3 clusters Score -6166554 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -6167792.000000 Penalty: 5365.269043
	Iteration 4F: 3 clusters Score -6167792 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -6169850.000000 Penalty: 5365.269043
	Iteration 5F: 3 clusters Score -6169850 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -6172754.500000 Penalty: 5365.269043
	Iteration 6F: 3 clusters Score -6172754 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -6176280.000000 Penalty: 5365.269043
	Iteration 7F: 3 clusters Score -6176280 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -6179336.000000 Penalty: 5365.269043
	Iteration 8F: 3 clusters Score -6179336 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6181327.000000 Penalty: 5365.269043
	Iteration 9Q: 3 clusters Score -6181327 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6182401.500000 Penalty: 5365.269043
	Iteration 10Q: 3 clusters Score -6182402 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6183014.000000 Penalty: 5365.269043
	Iteration 11Q: 3 clusters Score -6183014 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6183339.000000 Penalty: 5365.269043
	Iteration 12Q: 3 clusters Score -6183339 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6183506.000000 Penalty: 5365.269043
	Iteration 13Q: 3 clusters Score -6183506 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6183603.000000 Penalty: 5365.269043
	Iteration 14Q: 3 clusters Score -6183603 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6183669.000000 Penalty: 5365.269043
	Iteration 15Q: 3 clusters Score -6183669 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6183709.500000 Penalty: 5365.269043
	Iteration 16Q: 3 clusters Score -6183710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6183757.000000 Penalty: 5365.269043
	Iteration 17Q: 3 clusters Score -6183757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6183777.500000 Penalty: 5365.269043
	Iteration 18Q: 3 clusters Score -6183778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6183809.500000 Penalty: 5365.269043
	Iteration 19Q: 3 clusters Score -6183810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6183854.000000 Penalty: 5365.269043
	Iteration 20F: 3 clusters Score -6183854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6183869.000000 Penalty: 5365.269043
	Iteration 21Q: 3 clusters Score -6183869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6183879.500000 Penalty: 5365.269043
	Iteration 22Q: 3 clusters Score -6183880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6183899.500000 Penalty: 5365.269043
	Iteration 23Q: 3 clusters Score -6183900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6183914.500000 Penalty: 5365.269043
	Iteration 24Q: 3 clusters Score -6183914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6183931.000000 Penalty: 5365.269043
	Iteration 25Q: 3 clusters Score -6183931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6183937.000000 Penalty: 5365.269043
	Iteration 26Q: 3 clusters Score -6183937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6183942.500000 Penalty: 5365.269043
	Iteration 27Q: 3 clusters Score -6183942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6183958.500000 Penalty: 5365.269043
	Iteration 28Q: 3 clusters Score -6183958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6183960.000000 Penalty: 5365.269043
	Iteration 29Q: 3 clusters Score -6183960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6183977.500000 Penalty: 5365.269043
	Iteration 30Q: 3 clusters Score -6183978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6183981.500000 Penalty: 5365.269043
	Iteration 31Q: 3 clusters Score -6183982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6183990.000000 Penalty: 5365.269043
	Iteration 32Q: 3 clusters Score -6183990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6183996.500000 Penalty: 5365.269043
	Iteration 33Q: 3 clusters Score -6183996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6184019.000000 Penalty: 5365.269043
	Iteration 34Q: 3 clusters Score -6184019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6184030.500000 Penalty: 5365.269043
	Iteration 35Q: 3 clusters Score -6184030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6184037.000000 Penalty: 5365.269043
	Iteration 36Q: 3 clusters Score -6184037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6184039.000000 Penalty: 5365.269043
	Iteration 37Q: 3 clusters Score -6184039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6184041.000000 Penalty: 5365.269043
	Iteration 38Q: 3 clusters Score -6184041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6184052.500000 Penalty: 5365.269043
	Iteration 39Q: 3 clusters Score -6184052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6184062.000000 Penalty: 5365.269043
	Iteration 40F: 3 clusters Score -6184062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6184060.000000 Penalty: 5365.269043
	Iteration 41Q: 3 clusters Score -6184060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6184067.000000 Penalty: 5365.269043
	Iteration 42Q: 3 clusters Score -6184067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6184072.500000 Penalty: 5365.269043
	Iteration 43Q: 3 clusters Score -6184072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6184075.000000 Penalty: 5365.269043
	Iteration 44Q: 3 clusters Score -6184075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6184083.000000 Penalty: 5365.269043
	Iteration 45Q: 3 clusters Score -6184083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6184090.500000 Penalty: 5365.269043
	Iteration 46Q: 3 clusters Score -6184090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6184092.000000 Penalty: 5365.269043
	Iteration 47Q: 3 clusters Score -6184092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6184098.500000 Penalty: 5365.269043
	Iteration 48Q: 3 clusters Score -6184098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6184092.000000 Penalty: 5365.269043
	Iteration 49Q: 3 clusters Score -6184092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6184093.500000 Penalty: 5365.269043
	Iteration 50Q: 3 clusters Score -6184094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6184092.000000 Penalty: 5365.269043
	Iteration 51Q: 3 clusters Score -6184092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6184093.500000 Penalty: 5365.269043
	Iteration 52Q: 3 clusters Score -6184094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6184101.000000 Penalty: 5365.269043
	Iteration 53Q: 3 clusters Score -6184101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6184097.500000 Penalty: 5365.269043
	Iteration 54Q: 3 clusters Score -6184098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6184090.500000 Penalty: 5365.269043
	Iteration 55Q: 3 clusters Score -6184090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6184093.500000 Penalty: 5365.269043
	Iteration 56Q: 3 clusters Score -6184094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6184096.500000 Penalty: 5365.269043
	Iteration 57Q: 3 clusters Score -6184096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6184091.500000 Penalty: 5365.269043
	Iteration 58Q: 3 clusters Score -6184092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6184088.000000 Penalty: 5365.269043
	Iteration 59Q: 3 clusters Score -6184088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6184090.000000 Penalty: 5365.269043
	Iteration 60F: 3 clusters Score -6184090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -269061.812500 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -269061.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -266362.687500 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -266362.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -266889.093750 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -266889.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -267054.031250 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -267054 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -267138.937500 Penalty: 3784.227051
	Iteration 3F: 3 clusters Score -267138.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -267199.031250 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -267199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -267238.031250 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -267238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -267276.031250 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -267276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -267308.968750 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -267309 nChanged 50
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: -267354.656250 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -267354.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -267383.781250 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -267383.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -267402.937500 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -267402.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -267425.781250 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -267425.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -267445.062500 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -267445.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -267464.250000 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -267464.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -267476.812500 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -267476.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -267488.312500 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -267488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -267497.156250 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -267497.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -267501.000000 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -267501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -267505.781250 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -267505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -267510.562500 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -267510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -267512.156250 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -267512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -267513.062500 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -267513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -267518.906250 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -267518.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -267522.343750 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -267522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -267525.500000 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -267525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -267530.437500 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -267530.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -267533.000000 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -267533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -267538.468750 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -267538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -267544.343750 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -267544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -267548.656250 Penalty: 3784.227051
	Iteration 29Q: 3 clusters Score -267548.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -267554.281250 Penalty: 3784.227051
	Iteration 30Q: 3 clusters Score -267554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -267558.312500 Penalty: 3784.227051
	Iteration 31Q: 3 clusters Score -267558.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -267562.343750 Penalty: 3784.227051
	Iteration 32Q: 3 clusters Score -267562.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -267569.062500 Penalty: 3784.227051
	Iteration 33Q: 3 clusters Score -267569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -267576.625000 Penalty: 3784.227051
	Iteration 34Q: 3 clusters Score -267576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -267581.625000 Penalty: 3784.227051
	Iteration 35Q: 3 clusters Score -267581.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -267591.218750 Penalty: 3784.227051
	Iteration 36Q: 3 clusters Score -267591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -267598.062500 Penalty: 3784.227051
	Iteration 37Q: 3 clusters Score -267598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -267600.656250 Penalty: 3784.227051
	Iteration 38Q: 3 clusters Score -267600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -267601.625000 Penalty: 3784.227051
	Iteration 39Q: 3 clusters Score -267601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -267602.062500 Penalty: 3784.227051
	Iteration 40F: 3 clusters Score -267602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -267602.281250 Penalty: 3784.227051
	Iteration 41Q: 3 clusters Score -267602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -267602.718750 Penalty: 3784.227051
	Iteration 42Q: 3 clusters Score -267602.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -267603.312500 Penalty: 3784.227051
	Iteration 43Q: 3 clusters Score -267603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -267604.562500 Penalty: 3784.227051
	Iteration 44Q: 3 clusters Score -267604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -267605.343750 Penalty: 3784.227051
	Iteration 45Q: 3 clusters Score -267605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -267605.906250 Penalty: 3784.227051
	Iteration 46Q: 3 clusters Score -267605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -267606.937500 Penalty: 3784.227051
	Iteration 47Q: 3 clusters Score -267606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -267606.937500 Penalty: 3784.227051
	Iteration 48F: 3 clusters Score -267606.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Entering Unmasked Estep 
Score: -7163082.000000 Penalty: 2700.931396
	Iteration 0F: 2 clusters Score -7163082 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 26844 members 
Entering Unmasked Estep 
Score: -7127241.000000 Penalty: 5401.862793
	Iteration 0F: 3 clusters Score -7127241 nChanged 24751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -7141384.000000 Penalty: 5401.862793
	Iteration 1F: 3 clusters Score -7141384 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -7142275.000000 Penalty: 5401.862793
	Iteration 2Q: 3 clusters Score -7142275 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -7143458.500000 Penalty: 5401.862793
	Iteration 3Q: 3 clusters Score -7143458 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -7145007.500000 Penalty: 5401.862793
	Iteration 4F: 3 clusters Score -7145008 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -7146721.500000 Penalty: 5401.862793
	Iteration 5F: 3 clusters Score -7146722 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -7148550.500000 Penalty: 5401.862793
	Iteration 6F: 3 clusters Score -7148550 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7150261 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -7151947.500000 Penalty: 5401.862793
	Iteration 8F: 3 clusters Score -7151948 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -7153588.500000 Penalty: 5401.862793
	Iteration 9Q: 3 clusters Score -7153588 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -7154815.500000 Penalty: 5401.862793
	Iteration 10Q: 3 clusters Score -7154816 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -7155702.000000 Penalty: 5401.862793
	Iteration 11Q: 3 clusters Score -7155702 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -7156185.500000 Penalty: 5401.862793
	Iteration 12Q: 3 clusters Score -7156186 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -7156514.000000 Penalty: 5401.862793
	Iteration 13Q: 3 clusters Score -7156514 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -7156859.000000 Penalty: 5401.862793
	Iteration 14Q: 3 clusters Score -7156859 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -7157158.500000 Penalty: 5401.862793
	Iteration 15Q: 3 clusters Score -7157158 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -7157451.000000 Penalty: 5401.862793
	Iteration 16Q: 3 clusters Score -7157451 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -7157724.000000 Penalty: 5401.862793
	Iteration 17Q: 3 clusters Score -7157724 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -7157933.000000 Penalty: 5401.862793
	Iteration 18Q: 3 clusters Score -7157933 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -7158151.500000 Penalty: 5401.862793
	Iteration 19Q: 3 clusters Score -7158152 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -7158310.500000 Penalty: 5401.862793
	Iteration 20F: 3 clusters Score -7158310 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -7158452.000000 Penalty: 5401.862793
	Iteration 21Q: 3 clusters Score -7158452 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -7158622.500000 Penalty: 5401.862793
	Iteration 22Q: 3 clusters Score -7158622 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -7158704.000000 Penalty: 5401.862793
	Iteration 23Q: 3 clusters Score -7158704 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -7158826.000000 Penalty: 5401.862793
	Iteration 24Q: 3 clusters Score -7158826 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7158895 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -7158968.500000 Penalty: 5401.862793
	Iteration 26Q: 3 clusters Score -7158968 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -7159042.000000 Penalty: 5401.862793
	Iteration 27Q: 3 clusters Score -7159042 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -7159136.500000 Penalty: 5401.862793
	Iteration 28Q: 3 clusters Score -7159136 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -7159211.000000 Penalty: 5401.862793
	Iteration 29Q: 3 clusters Score -7159211 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -7159306.500000 Penalty: 5401.862793
	Iteration 30Q: 3 clusters Score -7159306 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -7159383.500000 Penalty: 5401.862793
	Iteration 31Q: 3 clusters Score -7159384 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -7159466.500000 Penalty: 5401.862793
	Iteration 32Q: 3 clusters Score -7159466 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -7159516.500000 Penalty: 5401.862793
	Iteration 33Q: 3 clusters Score -7159516 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -7159608.500000 Penalty: 5401.862793
	Iteration 34Q: 3 clusters Score -7159608 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -7159693.000000 Penalty: 5401.862793
	Iteration 35Q: 3 clusters Score -7159693 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7159733 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7159799 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7159856 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7159907 nChanged 223
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Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -7159979.500000 Penalty: 5401.862793
	Iteration 40F: 3 clusters Score -7159980 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -7160022.000000 Penalty: 5401.862793
	Iteration 41Q: 3 clusters Score -7160022 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7160064.500000 Penalty: 5401.862793
	Iteration 42Q: 3 clusters Score -7160064 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7160115 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -7160166.500000 Penalty: 5401.862793
	Iteration 44Q: 3 clusters Score -7160166 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7160210 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -7160256.500000 Penalty: 5401.862793
	Iteration 46Q: 3 clusters Score -7160256 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7160299 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7160334.000000 Penalty: 5401.862793
	Iteration 48Q: 3 clusters Score -7160334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7160367.000000 Penalty: 5401.862793
	Iteration 49Q: 3 clusters Score -7160367 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7160394.500000 Penalty: 5401.862793
	Iteration 50Q: 3 clusters Score -7160394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7160430.500000 Penalty: 5401.862793
	Iteration 51Q: 3 clusters Score -7160430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7160419.500000 Penalty: 5401.862793
	Iteration 52Q: 3 clusters Score -7160420 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7160444.000000 Penalty: 5401.862793
	Iteration 53Q: 3 clusters Score -7160444 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7160438.000000 Penalty: 5401.862793
	Iteration 54Q: 3 clusters Score -7160438 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7160462.000000 Penalty: 5401.862793
	Iteration 55Q: 3 clusters Score -7160462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7160465.500000 Penalty: 5401.862793
	Iteration 56Q: 3 clusters Score -7160466 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7160492.500000 Penalty: 5401.862793
	Iteration 57Q: 3 clusters Score -7160492 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7160523.000000 Penalty: 5401.862793
	Iteration 58Q: 3 clusters Score -7160523 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7160537.000000 Penalty: 5401.862793
	Iteration 59Q: 3 clusters Score -7160537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7160544.500000 Penalty: 5401.862793
	Iteration 60F: 3 clusters Score -7160544 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7160560.000000 Penalty: 5401.862793
	Iteration 61Q: 3 clusters Score -7160560 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7160580.500000 Penalty: 5401.862793
	Iteration 62Q: 3 clusters Score -7160580 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7160601.000000 Penalty: 5401.862793
	Iteration 63Q: 3 clusters Score -7160601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7160613.500000 Penalty: 5401.862793
	Iteration 64Q: 3 clusters Score -7160614 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7160628.500000 Penalty: 5401.862793
	Iteration 65Q: 3 clusters Score -7160628 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7160624.500000 Penalty: 5401.862793
	Iteration 66Q: 3 clusters Score -7160624 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7160657.000000 Penalty: 5401.862793
	Iteration 67Q: 3 clusters Score -7160657 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7160664.500000 Penalty: 5401.862793
	Iteration 68Q: 3 clusters Score -7160664 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7160664 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7160678.000000 Penalty: 5401.862793
	Iteration 70Q: 3 clusters Score -7160678 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7160703.000000 Penalty: 5401.862793
	Iteration 71Q: 3 clusters Score -7160703 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7160721.000000 Penalty: 5401.862793
	Iteration 72Q: 3 clusters Score -7160721 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7160730.000000 Penalty: 5401.862793
	Iteration 73Q: 3 clusters Score -7160730 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7160739.500000 Penalty: 5401.862793
	Iteration 74Q: 3 clusters Score -7160740 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7160748.000000 Penalty: 5401.862793
	Iteration 75Q: 3 clusters Score -7160748 nChanged 24
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Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7160745 nChanged 21
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Mstep: Class 1 contains 51866 members 
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Entering Unmasked Estep 
Score: -7160756.000000 Penalty: 5401.862793
	Iteration 77Q: 3 clusters Score -7160756 nChanged 17
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Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7160755.000000 Penalty: 5401.862793
	Iteration 78Q: 3 clusters Score -7160755 nChanged 11
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Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7160758.000000 Penalty: 5401.862793
	Iteration 79Q: 3 clusters Score -7160758 nChanged 10
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Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7160760.000000 Penalty: 5401.862793
	Iteration 80F: 3 clusters Score -7160760 nChanged 12
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Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7160768 nChanged 11
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Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7160774.000000 Penalty: 5401.862793
	Iteration 82Q: 3 clusters Score -7160774 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51936 members 
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Entering Unmasked Estep 
Score: -7160783.500000 Penalty: 5401.862793
	Iteration 83Q: 3 clusters Score -7160784 nChanged 11
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Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7160791.000000 Penalty: 5401.862793
	Iteration 84Q: 3 clusters Score -7160791 nChanged 8
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7160790 nChanged 7
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7160792 nChanged 6
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Mstep: Class 1 contains 51966 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7160795 nChanged 6
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Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7160799 nChanged 5
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Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7160809.500000 Penalty: 5401.862793
	Iteration 89Q: 3 clusters Score -7160810 nChanged 7
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Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7160796 nChanged 13
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Mstep: Class 1 contains 51993 members 
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Entering Unmasked Estep 
Score: -7160804.500000 Penalty: 5401.862793
	Iteration 91Q: 3 clusters Score -7160804 nChanged 10
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Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7160805 nChanged 12
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7160812 nChanged 10
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Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7160815 nChanged 4
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Mstep: Class 1 contains 52025 members 
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Entering Unmasked Estep 
Score: -7160816.500000 Penalty: 5401.862793
	Iteration 95Q: 3 clusters Score -7160816 nChanged 2
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Entering Unmasked Estep 
Score: -7160814.500000 Penalty: 5401.862793
	Iteration 96Q: 3 clusters Score -7160814 nChanged 2
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Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7160814 nChanged 2
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7160816 nChanged 2
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Entering Unmasked Estep 
Score: -7160817.500000 Penalty: 5401.862793
	Iteration 99Q: 3 clusters Score -7160818 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7160817.500000 Penalty: 5401.862793
	Iteration 100F: 3 clusters Score -7160818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -57361.367188 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -57361.37 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 266 members 
Entering Unmasked Estep 
Score: -55882.101562 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -55882.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56163.027344 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -56163.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56284.273438 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -56284.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56384.742188 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -56384.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56479.972656 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -56479.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56522.394531 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -56522.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56546.554688 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -56546.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56569.867188 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -56569.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56582.644531 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -56582.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56592.531250 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -56592.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56597.281250 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -56597.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56597.281250 Penalty: 3075.452393
	Iteration 11F: 3 clusters Score -56597.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Entering Unmasked Estep 
Score: -1098221.625000 Penalty: 2250.736572
	Iteration 0F: 2 clusters Score -1098222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1091375.375000 Penalty: 4501.473145
	Iteration 0F: 3 clusters Score -1091375 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1093277.125000 Penalty: 4501.473145
	Iteration 1F: 3 clusters Score -1093277 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1093617.125000 Penalty: 4501.473145
	Iteration 2F: 3 clusters Score -1093617 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1093938.625000 Penalty: 4501.473145
	Iteration 3F: 3 clusters Score -1093939 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1094243.625000 Penalty: 4501.473145
	Iteration 4Q: 3 clusters Score -1094244 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1094562.875000 Penalty: 4501.473145
	Iteration 5Q: 3 clusters Score -1094563 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1094887.625000 Penalty: 4501.473145
	Iteration 6F: 3 clusters Score -1094888 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1095165.625000 Penalty: 4501.473145
	Iteration 7Q: 3 clusters Score -1095166 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1095405.750000 Penalty: 4501.473145
	Iteration 8Q: 3 clusters Score -1095406 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1095582.250000 Penalty: 4501.473145
	Iteration 9Q: 3 clusters Score -1095582 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1095732.625000 Penalty: 4501.473145
	Iteration 10Q: 3 clusters Score -1095733 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1095860.750000 Penalty: 4501.473145
	Iteration 11Q: 3 clusters Score -1095861 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1095952.000000 Penalty: 4501.473145
	Iteration 12Q: 3 clusters Score -1095952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1096027.875000 Penalty: 4501.473145
	Iteration 13Q: 3 clusters Score -1096028 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1096085.500000 Penalty: 4501.473145
	Iteration 14Q: 3 clusters Score -1096086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1096129.125000 Penalty: 4501.473145
	Iteration 15Q: 3 clusters Score -1096129 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1096169.375000 Penalty: 4501.473145
	Iteration 16Q: 3 clusters Score -1096169 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1096198.750000 Penalty: 4501.473145
	Iteration 17Q: 3 clusters Score -1096199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1096226.625000 Penalty: 4501.473145
	Iteration 18Q: 3 clusters Score -1096227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1096240.125000 Penalty: 4501.473145
	Iteration 19Q: 3 clusters Score -1096240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1096254.625000 Penalty: 4501.473145
	Iteration 20F: 3 clusters Score -1096255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1096261.625000 Penalty: 4501.473145
	Iteration 21Q: 3 clusters Score -1096262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1096271.875000 Penalty: 4501.473145
	Iteration 22Q: 3 clusters Score -1096272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1096280.500000 Penalty: 4501.473145
	Iteration 23Q: 3 clusters Score -1096280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1096288.875000 Penalty: 4501.473145
	Iteration 24Q: 3 clusters Score -1096289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1096289.250000 Penalty: 4501.473145
	Iteration 25Q: 3 clusters Score -1096289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1096294.125000 Penalty: 4501.473145
	Iteration 26Q: 3 clusters Score -1096294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1096295.000000 Penalty: 4501.473145
	Iteration 27Q: 3 clusters Score -1096295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1096295.375000 Penalty: 4501.473145
	Iteration 28Q: 3 clusters Score -1096295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1096296.375000 Penalty: 4501.473145
	Iteration 29Q: 3 clusters Score -1096296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1096298.375000 Penalty: 4501.473145
	Iteration 30Q: 3 clusters Score -1096298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1096299.125000 Penalty: 4501.473145
	Iteration 31Q: 3 clusters Score -1096299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1096298.500000 Penalty: 4501.473145
	Iteration 32Q: 3 clusters Score -1096298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1096298.125000 Penalty: 4501.473145
	Iteration 33Q: 3 clusters Score -1096298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1096297.250000 Penalty: 4501.473145
	Iteration 34Q: 3 clusters Score -1096297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1096298.625000 Penalty: 4501.473145
	Iteration 35Q: 3 clusters Score -1096299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1096299.750000 Penalty: 4501.473145
	Iteration 36Q: 3 clusters Score -1096300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1096300.125000 Penalty: 4501.473145
	Iteration 37Q: 3 clusters Score -1096300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1096300.625000 Penalty: 4501.473145
	Iteration 38Q: 3 clusters Score -1096301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1096303.750000 Penalty: 4501.473145
	Iteration 39Q: 3 clusters Score -1096304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1096304.500000 Penalty: 4501.473145
	Iteration 40F: 3 clusters Score -1096304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1096304.750000 Penalty: 4501.473145
	Iteration 41Q: 3 clusters Score -1096305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1096306.000000 Penalty: 4501.473145
	Iteration 42Q: 3 clusters Score -1096306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1096308.500000 Penalty: 4501.473145
	Iteration 43Q: 3 clusters Score -1096308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1096310.375000 Penalty: 4501.473145
	Iteration 44Q: 3 clusters Score -1096310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1096310.000000 Penalty: 4501.473145
	Iteration 45Q: 3 clusters Score -1096310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1096311.000000 Penalty: 4501.473145
	Iteration 46Q: 3 clusters Score -1096311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1096311.000000 Penalty: 4501.473145
	Iteration 47F: 3 clusters Score -1096311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Entering Unmasked Estep 
Score: -4880112.000000 Penalty: 2603.244141
	Iteration 0F: 2 clusters Score -4880112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4855585.500000 Penalty: 5206.488281
	Iteration 0F: 3 clusters Score -4855586 nChanged 16503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4864454.000000 Penalty: 5206.488281
	Iteration 1F: 3 clusters Score -4864454 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4864995.500000 Penalty: 5206.488281
	Iteration 2Q: 3 clusters Score -4864996 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -4865576.500000 Penalty: 5206.488281
	Iteration 3Q: 3 clusters Score -4865576 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4866239.500000 Penalty: 5206.488281
	Iteration 4Q: 3 clusters Score -4866240 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -4867115.000000 Penalty: 5206.488281
	Iteration 5Q: 3 clusters Score -4867115 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -4868369.000000 Penalty: 5206.488281
	Iteration 6F: 3 clusters Score -4868369 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -4870101.500000 Penalty: 5206.488281
	Iteration 7F: 3 clusters Score -4870102 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4872226.000000 Penalty: 5206.488281
	Iteration 8F: 3 clusters Score -4872226 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4874280.500000 Penalty: 5206.488281
	Iteration 9F: 3 clusters Score -4874280 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4875834.000000 Penalty: 5206.488281
	Iteration 10Q: 3 clusters Score -4875834 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4876733.500000 Penalty: 5206.488281
	Iteration 11Q: 3 clusters Score -4876734 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4877237.500000 Penalty: 5206.488281
	Iteration 12Q: 3 clusters Score -4877238 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4877476.500000 Penalty: 5206.488281
	Iteration 13Q: 3 clusters Score -4877476 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4877607.500000 Penalty: 5206.488281
	Iteration 14Q: 3 clusters Score -4877608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4877697.000000 Penalty: 5206.488281
	Iteration 15Q: 3 clusters Score -4877697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4877728.000000 Penalty: 5206.488281
	Iteration 16Q: 3 clusters Score -4877728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4877758.000000 Penalty: 5206.488281
	Iteration 17Q: 3 clusters Score -4877758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4877772.000000 Penalty: 5206.488281
	Iteration 18Q: 3 clusters Score -4877772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4877781.000000 Penalty: 5206.488281
	Iteration 19Q: 3 clusters Score -4877781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4877786.500000 Penalty: 5206.488281
	Iteration 20F: 3 clusters Score -4877786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4877800.500000 Penalty: 5206.488281
	Iteration 21Q: 3 clusters Score -4877800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4877801.500000 Penalty: 5206.488281
	Iteration 22Q: 3 clusters Score -4877802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4877803.000000 Penalty: 5206.488281
	Iteration 23Q: 3 clusters Score -4877803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4877822.500000 Penalty: 5206.488281
	Iteration 24Q: 3 clusters Score -4877822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4877821.500000 Penalty: 5206.488281
	Iteration 25Q: 3 clusters Score -4877822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4877823.500000 Penalty: 5206.488281
	Iteration 26Q: 3 clusters Score -4877824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4877825.500000 Penalty: 5206.488281
	Iteration 27Q: 3 clusters Score -4877826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4877825.500000 Penalty: 5206.488281
	Iteration 28F: 3 clusters Score -4877826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Entering Unmasked Estep 
Score: -5842247.000000 Penalty: 2650.268799
	Iteration 0F: 2 clusters Score -5842247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5812686.500000 Penalty: 5300.537598
	Iteration 0F: 3 clusters Score -5812686 nChanged 20112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5823730.500000 Penalty: 5300.537598
	Iteration 1F: 3 clusters Score -5823730 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -5824346.000000 Penalty: 5300.537598
	Iteration 2Q: 3 clusters Score -5824346 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5825047.000000 Penalty: 5300.537598
	Iteration 3Q: 3 clusters Score -5825047 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -5825948.500000 Penalty: 5300.537598
	Iteration 4Q: 3 clusters Score -5825948 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -5827232.500000 Penalty: 5300.537598
	Iteration 5F: 3 clusters Score -5827232 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -5829186.000000 Penalty: 5300.537598
	Iteration 6F: 3 clusters Score -5829186 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -5831785.000000 Penalty: 5300.537598
	Iteration 7F: 3 clusters Score -5831785 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -5834347.500000 Penalty: 5300.537598
	Iteration 8F: 3 clusters Score -5834348 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -5836709.500000 Penalty: 5300.537598
	Iteration 9F: 3 clusters Score -5836710 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -5838308.000000 Penalty: 5300.537598
	Iteration 10Q: 3 clusters Score -5838308 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -5839010.000000 Penalty: 5300.537598
	Iteration 11Q: 3 clusters Score -5839010 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5839319.500000 Penalty: 5300.537598
	Iteration 12Q: 3 clusters Score -5839320 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -5839468.000000 Penalty: 5300.537598
	Iteration 13Q: 3 clusters Score -5839468 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5839554.000000 Penalty: 5300.537598
	Iteration 14Q: 3 clusters Score -5839554 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5839585.500000 Penalty: 5300.537598
	Iteration 15Q: 3 clusters Score -5839586 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5839649.500000 Penalty: 5300.537598
	Iteration 16Q: 3 clusters Score -5839650 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5839675.000000 Penalty: 5300.537598
	Iteration 17Q: 3 clusters Score -5839675 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5839709.500000 Penalty: 5300.537598
	Iteration 18Q: 3 clusters Score -5839710 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5839753.000000 Penalty: 5300.537598
	Iteration 19Q: 3 clusters Score -5839753 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5839781.000000 Penalty: 5300.537598
	Iteration 20F: 3 clusters Score -5839781 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5839800.500000 Penalty: 5300.537598
	Iteration 21Q: 3 clusters Score -5839800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5839833.000000 Penalty: 5300.537598
	Iteration 22Q: 3 clusters Score -5839833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5839845.000000 Penalty: 5300.537598
	Iteration 23Q: 3 clusters Score -5839845 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5839856.500000 Penalty: 5300.537598
	Iteration 24Q: 3 clusters Score -5839856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5839901.500000 Penalty: 5300.537598
	Iteration 25Q: 3 clusters Score -5839902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5839928.000000 Penalty: 5300.537598
	Iteration 26Q: 3 clusters Score -5839928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5839926.500000 Penalty: 5300.537598
	Iteration 27Q: 3 clusters Score -5839926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5839946.000000 Penalty: 5300.537598
	Iteration 28Q: 3 clusters Score -5839946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5839964.500000 Penalty: 5300.537598
	Iteration 29Q: 3 clusters Score -5839964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5839969.500000 Penalty: 5300.537598
	Iteration 30Q: 3 clusters Score -5839970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5839987.500000 Penalty: 5300.537598
	Iteration 31Q: 3 clusters Score -5839988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5840002.000000 Penalty: 5300.537598
	Iteration 32Q: 3 clusters Score -5840002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5840024.500000 Penalty: 5300.537598
	Iteration 33Q: 3 clusters Score -5840024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5840022.000000 Penalty: 5300.537598
	Iteration 34Q: 3 clusters Score -5840022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5840036.000000 Penalty: 5300.537598
	Iteration 35Q: 3 clusters Score -5840036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5840042.000000 Penalty: 5300.537598
	Iteration 36Q: 3 clusters Score -5840042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5840047.500000 Penalty: 5300.537598
	Iteration 37Q: 3 clusters Score -5840048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5840061.000000 Penalty: 5300.537598
	Iteration 38Q: 3 clusters Score -5840061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5840057.000000 Penalty: 5300.537598
	Iteration 39Q: 3 clusters Score -5840057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5840068.500000 Penalty: 5300.537598
	Iteration 40F: 3 clusters Score -5840068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5840085.000000 Penalty: 5300.537598
	Iteration 41Q: 3 clusters Score -5840085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5840081.000000 Penalty: 5300.537598
	Iteration 42Q: 3 clusters Score -5840081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5840095.000000 Penalty: 5300.537598
	Iteration 43Q: 3 clusters Score -5840095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5840106.000000 Penalty: 5300.537598
	Iteration 44Q: 3 clusters Score -5840106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5840115.500000 Penalty: 5300.537598
	Iteration 45Q: 3 clusters Score -5840116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5840127.500000 Penalty: 5300.537598
	Iteration 46Q: 3 clusters Score -5840128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5840127.000000 Penalty: 5300.537598
	Iteration 47Q: 3 clusters Score -5840127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5840128.500000 Penalty: 5300.537598
	Iteration 48Q: 3 clusters Score -5840128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5840121.000000 Penalty: 5300.537598
	Iteration 49Q: 3 clusters Score -5840121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5840114.000000 Penalty: 5300.537598
	Iteration 50Q: 3 clusters Score -5840114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5840115.000000 Penalty: 5300.537598
	Iteration 51Q: 3 clusters Score -5840115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5840128.000000 Penalty: 5300.537598
	Iteration 52Q: 3 clusters Score -5840128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5840130.500000 Penalty: 5300.537598
	Iteration 53Q: 3 clusters Score -5840130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5840123.500000 Penalty: 5300.537598
	Iteration 54Q: 3 clusters Score -5840124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5840138.000000 Penalty: 5300.537598
	Iteration 55Q: 3 clusters Score -5840138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5840134.000000 Penalty: 5300.537598
	Iteration 56Q: 3 clusters Score -5840134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5840132.500000 Penalty: 5300.537598
	Iteration 57Q: 3 clusters Score -5840132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5840137.000000 Penalty: 5300.537598
	Iteration 58Q: 3 clusters Score -5840137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5840138.000000 Penalty: 5300.537598
	Iteration 59Q: 3 clusters Score -5840138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5840127.000000 Penalty: 5300.537598
	Iteration 60F: 3 clusters Score -5840127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5840141.000000 Penalty: 5300.537598
	Iteration 61Q: 3 clusters Score -5840141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5840132.000000 Penalty: 5300.537598
	Iteration 62Q: 3 clusters Score -5840132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5840129.000000 Penalty: 5300.537598
	Iteration 63Q: 3 clusters Score -5840129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5840132.500000 Penalty: 5300.537598
	Iteration 64Q: 3 clusters Score -5840132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5840131.000000 Penalty: 5300.537598
	Iteration 65Q: 3 clusters Score -5840131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5840127.000000 Penalty: 5300.537598
	Iteration 66Q: 3 clusters Score -5840127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5840127.000000 Penalty: 5300.537598
	Iteration 67F: 3 clusters Score -5840127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Entering Unmasked Estep 
Score: -7270178.500000 Penalty: 2708.501709
	Iteration 0F: 2 clusters Score -7270178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -7232939.000000 Penalty: 5417.003418
	Iteration 0F: 3 clusters Score -7232939 nChanged 25704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -7247392.000000 Penalty: 5417.003418
	Iteration 1F: 3 clusters Score -7247392 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -7248110.500000 Penalty: 5417.003418
	Iteration 2Q: 3 clusters Score -7248110 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -7248985.500000 Penalty: 5417.003418
	Iteration 3Q: 3 clusters Score -7248986 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -7250067.000000 Penalty: 5417.003418
	Iteration 4Q: 3 clusters Score -7250067 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -7251537.000000 Penalty: 5417.003418
	Iteration 5Q: 3 clusters Score -7251537 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -7253483.500000 Penalty: 5417.003418
	Iteration 6F: 3 clusters Score -7253484 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -7255973.000000 Penalty: 5417.003418
	Iteration 7F: 3 clusters Score -7255973 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -7258673.000000 Penalty: 5417.003418
	Iteration 8F: 3 clusters Score -7258673 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -7261386.000000 Penalty: 5417.003418
	Iteration 9F: 3 clusters Score -7261386 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -7263740.000000 Penalty: 5417.003418
	Iteration 10Q: 3 clusters Score -7263740 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -7265307.500000 Penalty: 5417.003418
	Iteration 11Q: 3 clusters Score -7265308 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7266350.500000 Penalty: 5417.003418
	Iteration 12Q: 3 clusters Score -7266350 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -7267025.500000 Penalty: 5417.003418
	Iteration 13Q: 3 clusters Score -7267026 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7267462.000000 Penalty: 5417.003418
	Iteration 14Q: 3 clusters Score -7267462 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7267701.000000 Penalty: 5417.003418
	Iteration 15Q: 3 clusters Score -7267701 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7267863.500000 Penalty: 5417.003418
	Iteration 16Q: 3 clusters Score -7267864 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7267996.500000 Penalty: 5417.003418
	Iteration 17Q: 3 clusters Score -7267996 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7268047.500000 Penalty: 5417.003418
	Iteration 18Q: 3 clusters Score -7268048 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7268084.000000 Penalty: 5417.003418
	Iteration 19Q: 3 clusters Score -7268084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7268128.500000 Penalty: 5417.003418
	Iteration 20F: 3 clusters Score -7268128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7268161.000000 Penalty: 5417.003418
	Iteration 21Q: 3 clusters Score -7268161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7268166.500000 Penalty: 5417.003418
	Iteration 22Q: 3 clusters Score -7268166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7268189.000000 Penalty: 5417.003418
	Iteration 23Q: 3 clusters Score -7268189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7268208.500000 Penalty: 5417.003418
	Iteration 24Q: 3 clusters Score -7268208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7268221.500000 Penalty: 5417.003418
	Iteration 25Q: 3 clusters Score -7268222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7268226.500000 Penalty: 5417.003418
	Iteration 26Q: 3 clusters Score -7268226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7268237.500000 Penalty: 5417.003418
	Iteration 27Q: 3 clusters Score -7268238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7268246.000000 Penalty: 5417.003418
	Iteration 28Q: 3 clusters Score -7268246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7268248.000000 Penalty: 5417.003418
	Iteration 29Q: 3 clusters Score -7268248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7268246.000000 Penalty: 5417.003418
	Iteration 30Q: 3 clusters Score -7268246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7268258.000000 Penalty: 5417.003418
	Iteration 31Q: 3 clusters Score -7268258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7268262.500000 Penalty: 5417.003418
	Iteration 32Q: 3 clusters Score -7268262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7268260.500000 Penalty: 5417.003418
	Iteration 33Q: 3 clusters Score -7268260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7268261.000000 Penalty: 5417.003418
	Iteration 34Q: 3 clusters Score -7268261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7268262.000000 Penalty: 5417.003418
	Iteration 35Q: 3 clusters Score -7268262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7268266.500000 Penalty: 5417.003418
	Iteration 36Q: 3 clusters Score -7268266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7268269.000000 Penalty: 5417.003418
	Iteration 37Q: 3 clusters Score -7268269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7268271.500000 Penalty: 5417.003418
	Iteration 38Q: 3 clusters Score -7268272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7268271.500000 Penalty: 5417.003418
	Iteration 39F: 3 clusters Score -7268272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -432450.812500 Penalty: 2019.303833
	Iteration 0F: 2 clusters Score -432450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -428908.781250 Penalty: 4038.607666
	Iteration 0F: 3 clusters Score -428908.8 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -429609.000000 Penalty: 4038.607666
	Iteration 1F: 3 clusters Score -429609 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -429793.187500 Penalty: 4038.607666
	Iteration 2F: 3 clusters Score -429793.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -429916.906250 Penalty: 4038.607666
	Iteration 3Q: 3 clusters Score -429916.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -429997.406250 Penalty: 4038.607666
	Iteration 4Q: 3 clusters Score -429997.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -430072.187500 Penalty: 4038.607666
	Iteration 5Q: 3 clusters Score -430072.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -430136.625000 Penalty: 4038.607666
	Iteration 6Q: 3 clusters Score -430136.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -430197.406250 Penalty: 4038.607666
	Iteration 7Q: 3 clusters Score -430197.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -430261.218750 Penalty: 4038.607666
	Iteration 8Q: 3 clusters Score -430261.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -430337.656250 Penalty: 4038.607666
	Iteration 9Q: 3 clusters Score -430337.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -430433.250000 Penalty: 4038.607666
	Iteration 10Q: 3 clusters Score -430433.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -430571.343750 Penalty: 4038.607666
	Iteration 11Q: 3 clusters Score -430571.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -430788.312500 Penalty: 4038.607666
	Iteration 12Q: 3 clusters Score -430788.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -431040.187500 Penalty: 4038.607666
	Iteration 13Q: 3 clusters Score -431040.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -431333.687500 Penalty: 4038.607666
	Iteration 14F: 3 clusters Score -431333.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -431710.937500 Penalty: 4038.607666
	Iteration 15F: 3 clusters Score -431710.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -432088.843750 Penalty: 4038.607666
	Iteration 16F: 3 clusters Score -432088.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -432363.687500 Penalty: 4038.607666
	Iteration 17F: 3 clusters Score -432363.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -432542.468750 Penalty: 4038.607666
	Iteration 18Q: 3 clusters Score -432542.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -432626.937500 Penalty: 4038.607666
	Iteration 19Q: 3 clusters Score -432626.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -432676.531250 Penalty: 4038.607666
	Iteration 20F: 3 clusters Score -432676.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -432701.843750 Penalty: 4038.607666
	Iteration 21Q: 3 clusters Score -432701.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -432711.343750 Penalty: 4038.607666
	Iteration 22Q: 3 clusters Score -432711.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -432719.906250 Penalty: 4038.607666
	Iteration 23Q: 3 clusters Score -432719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -432723.187500 Penalty: 4038.607666
	Iteration 24Q: 3 clusters Score -432723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -432722.968750 Penalty: 4038.607666
	Iteration 25Q: 3 clusters Score -432723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -432722.968750 Penalty: 4038.607666
	Iteration 26F: 3 clusters Score -432723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 18824 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216752 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49865 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53683 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 55347 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42619 members 
Mstep: Class 23 contains 20528 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191783 members 
Mstep: Class 30 contains 1684 members 
Entering Unmasked Estep 
Score: -133256824.000000 Penalty: 102991.429688
Splitting cluster 19 changes total score from -133257808.000000 to -133256824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -768322.687500 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -768322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -763386.125000 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -763386.1 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -764612.687500 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -764612.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -764793.625000 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -764793.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -764899.250000 Penalty: 4282.506836
	Iteration 3Q: 3 clusters Score -764899.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -764972.562500 Penalty: 4282.506836
	Iteration 4Q: 3 clusters Score -764972.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -765031.500000 Penalty: 4282.506836
	Iteration 5Q: 3 clusters Score -765031.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -765065.750000 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -765065.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -765092.625000 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -765092.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -765116.625000 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -765116.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -765135.937500 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -765135.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -765152.125000 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -765152.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -765164.875000 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -765164.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -765173.750000 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -765173.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -765180.187500 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -765180.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -765186.500000 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -765186.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -765192.812500 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -765192.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -765195.500000 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -765195.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -765198.750000 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -765198.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -765200.375000 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -765200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -765204.562500 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -765204.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -765209.625000 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -765209.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -765216.312500 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -765216.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -765222.625000 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -765222.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -765226.500000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -765226.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -765229.625000 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -765229.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -765231.625000 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -765231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -765233.562500 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -765233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -765236.562500 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -765236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -765237.625000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -765237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -765238.625000 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -765238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -765237.937500 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -765237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -765238.437500 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -765238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -765241.000000 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -765241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -765241.500000 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -765241.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -765242.187500 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -765242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -765242.562500 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -765242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -765242.625000 Penalty: 4282.506836
	Iteration 36Q: 3 clusters Score -765242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -765244.500000 Penalty: 4282.506836
	Iteration 37Q: 3 clusters Score -765244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -765245.875000 Penalty: 4282.506836
	Iteration 38Q: 3 clusters Score -765245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -765244.062500 Penalty: 4282.506836
	Iteration 39Q: 3 clusters Score -765244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -765247.250000 Penalty: 4282.506836
	Iteration 40F: 3 clusters Score -765247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -765246.625000 Penalty: 4282.506836
	Iteration 41Q: 3 clusters Score -765246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -765248.687500 Penalty: 4282.506836
	Iteration 42Q: 3 clusters Score -765248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -765249.375000 Penalty: 4282.506836
	Iteration 43Q: 3 clusters Score -765249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -765249.187500 Penalty: 4282.506836
	Iteration 44Q: 3 clusters Score -765249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -765249.625000 Penalty: 4282.506836
	Iteration 45Q: 3 clusters Score -765249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -765252.562500 Penalty: 4282.506836
	Iteration 46Q: 3 clusters Score -765252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -765253.500000 Penalty: 4282.506836
	Iteration 47Q: 3 clusters Score -765253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -765254.687500 Penalty: 4282.506836
	Iteration 48Q: 3 clusters Score -765254.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -765255.250000 Penalty: 4282.506836
	Iteration 49Q: 3 clusters Score -765255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -765256.500000 Penalty: 4282.506836
	Iteration 50Q: 3 clusters Score -765256.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -765258.687500 Penalty: 4282.506836
	Iteration 51Q: 3 clusters Score -765258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -765263.062500 Penalty: 4282.506836
	Iteration 52Q: 3 clusters Score -765263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -765262.312500 Penalty: 4282.506836
	Iteration 53Q: 3 clusters Score -765262.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -765263.687500 Penalty: 4282.506836
	Iteration 54Q: 3 clusters Score -765263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -765264.187500 Penalty: 4282.506836
	Iteration 55Q: 3 clusters Score -765264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -765265.062500 Penalty: 4282.506836
	Iteration 56Q: 3 clusters Score -765265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -765265.812500 Penalty: 4282.506836
	Iteration 57Q: 3 clusters Score -765265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -765263.937500 Penalty: 4282.506836
	Iteration 58Q: 3 clusters Score -765263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -765267.937500 Penalty: 4282.506836
	Iteration 59Q: 3 clusters Score -765267.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -765268.375000 Penalty: 4282.506836
	Iteration 60F: 3 clusters Score -765268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -765269.375000 Penalty: 4282.506836
	Iteration 61Q: 3 clusters Score -765269.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -765268.937500 Penalty: 4282.506836
	Iteration 62Q: 3 clusters Score -765268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -765268.500000 Penalty: 4282.506836
	Iteration 63Q: 3 clusters Score -765268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -765271.437500 Penalty: 4282.506836
	Iteration 64Q: 3 clusters Score -765271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -765270.875000 Penalty: 4282.506836
	Iteration 65Q: 3 clusters Score -765270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -765271.687500 Penalty: 4282.506836
	Iteration 66Q: 3 clusters Score -765271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -765271.062500 Penalty: 4282.506836
	Iteration 67Q: 3 clusters Score -765271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -765270.687500 Penalty: 4282.506836
	Iteration 68Q: 3 clusters Score -765270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -765272.687500 Penalty: 4282.506836
	Iteration 69Q: 3 clusters Score -765272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -765272.562500 Penalty: 4282.506836
	Iteration 70Q: 3 clusters Score -765272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -765273.187500 Penalty: 4282.506836
	Iteration 71Q: 3 clusters Score -765273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -765273.750000 Penalty: 4282.506836
	Iteration 72Q: 3 clusters Score -765273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -765274.687500 Penalty: 4282.506836
	Iteration 73Q: 3 clusters Score -765274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -765274.687500 Penalty: 4282.506836
	Iteration 74F: 3 clusters Score -765274.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23400.416016 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23400.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23533.130859 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23533.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23603.878906 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -23603.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23628.937500 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23628.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23709.117188 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23709.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23749.664062 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -23749.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23792.990234 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -23792.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23799.125000 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -23799.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23799.125000 Penalty: 2773.129639
	Iteration 8F: 3 clusters Score -23799.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Entering Unmasked Estep 
Score: -5532523.500000 Penalty: 2643.693604
	Iteration 0F: 2 clusters Score -5532524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5503636.000000 Penalty: 5287.387207
	Iteration 0F: 3 clusters Score -5503636 nChanged 19477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5514360.500000 Penalty: 5287.387207
	Iteration 1F: 3 clusters Score -5514360 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5514823.000000 Penalty: 5287.387207
	Iteration 2Q: 3 clusters Score -5514823 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5515259.500000 Penalty: 5287.387207
	Iteration 3Q: 3 clusters Score -5515260 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5515753.000000 Penalty: 5287.387207
	Iteration 4Q: 3 clusters Score -5515753 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5516313.000000 Penalty: 5287.387207
	Iteration 5Q: 3 clusters Score -5516313 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -5517247.500000 Penalty: 5287.387207
	Iteration 6Q: 3 clusters Score -5517248 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -5518754.000000 Penalty: 5287.387207
	Iteration 7F: 3 clusters Score -5518754 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -5521027.500000 Penalty: 5287.387207
	Iteration 8F: 3 clusters Score -5521028 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -5524045.000000 Penalty: 5287.387207
	Iteration 9F: 3 clusters Score -5524045 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -5526920.500000 Penalty: 5287.387207
	Iteration 10F: 3 clusters Score -5526920 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -5528855.000000 Penalty: 5287.387207
	Iteration 11Q: 3 clusters Score -5528855 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5529841.500000 Penalty: 5287.387207
	Iteration 12Q: 3 clusters Score -5529842 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5530166.500000 Penalty: 5287.387207
	Iteration 13Q: 3 clusters Score -5530166 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5530320.500000 Penalty: 5287.387207
	Iteration 14Q: 3 clusters Score -5530320 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5530432.500000 Penalty: 5287.387207
	Iteration 15Q: 3 clusters Score -5530432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5530463.500000 Penalty: 5287.387207
	Iteration 16Q: 3 clusters Score -5530464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5530492.000000 Penalty: 5287.387207
	Iteration 17Q: 3 clusters Score -5530492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5530505.500000 Penalty: 5287.387207
	Iteration 18Q: 3 clusters Score -5530506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5530526.500000 Penalty: 5287.387207
	Iteration 19Q: 3 clusters Score -5530526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -5530537.000000 Penalty: 5287.387207
	Iteration 20F: 3 clusters Score -5530537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5530537.500000 Penalty: 5287.387207
	Iteration 21Q: 3 clusters Score -5530538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5530547.000000 Penalty: 5287.387207
	Iteration 22Q: 3 clusters Score -5530547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -5530551.500000 Penalty: 5287.387207
	Iteration 23Q: 3 clusters Score -5530552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5530552.500000 Penalty: 5287.387207
	Iteration 24Q: 3 clusters Score -5530552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5530560.000000 Penalty: 5287.387207
	Iteration 25Q: 3 clusters Score -5530560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -5530560.500000 Penalty: 5287.387207
	Iteration 26Q: 3 clusters Score -5530560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5530565.000000 Penalty: 5287.387207
	Iteration 27Q: 3 clusters Score -5530565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5530563.000000 Penalty: 5287.387207
	Iteration 28Q: 3 clusters Score -5530563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5530563.000000 Penalty: 5287.387207
	Iteration 29F: 3 clusters Score -5530563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Entering Unmasked Estep 
Score: -2766773.000000 Penalty: 2462.527344
	Iteration 0F: 2 clusters Score -2766773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2752315.000000 Penalty: 4925.054688
	Iteration 0F: 3 clusters Score -2752315 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2757311.500000 Penalty: 4925.054688
	Iteration 1F: 3 clusters Score -2757312 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2757908.750000 Penalty: 4925.054688
	Iteration 2F: 3 clusters Score -2757909 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2758517.500000 Penalty: 4925.054688
	Iteration 3F: 3 clusters Score -2758518 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2759085.250000 Penalty: 4925.054688
	Iteration 4F: 3 clusters Score -2759085 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2759661.000000 Penalty: 4925.054688
	Iteration 5F: 3 clusters Score -2759661 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2760249.500000 Penalty: 4925.054688
	Iteration 6F: 3 clusters Score -2760250 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2760876.000000 Penalty: 4925.054688
	Iteration 7F: 3 clusters Score -2760876 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2761543.000000 Penalty: 4925.054688
	Iteration 8F: 3 clusters Score -2761543 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2762201.750000 Penalty: 4925.054688
	Iteration 9F: 3 clusters Score -2762202 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2762805.500000 Penalty: 4925.054688
	Iteration 10Q: 3 clusters Score -2762806 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2763369.500000 Penalty: 4925.054688
	Iteration 11Q: 3 clusters Score -2763370 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2763735.500000 Penalty: 4925.054688
	Iteration 12Q: 3 clusters Score -2763736 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2763956.250000 Penalty: 4925.054688
	Iteration 13Q: 3 clusters Score -2763956 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2764131.500000 Penalty: 4925.054688
	Iteration 14Q: 3 clusters Score -2764132 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2764261.250000 Penalty: 4925.054688
	Iteration 15Q: 3 clusters Score -2764261 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2764372.250000 Penalty: 4925.054688
	Iteration 16Q: 3 clusters Score -2764372 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2764492.000000 Penalty: 4925.054688
	Iteration 17Q: 3 clusters Score -2764492 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2764593.750000 Penalty: 4925.054688
	Iteration 18Q: 3 clusters Score -2764594 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2764691.500000 Penalty: 4925.054688
	Iteration 19Q: 3 clusters Score -2764692 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2764785.500000 Penalty: 4925.054688
	Iteration 20F: 3 clusters Score -2764786 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2764874.500000 Penalty: 4925.054688
	Iteration 21Q: 3 clusters Score -2764874 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2764959.000000 Penalty: 4925.054688
	Iteration 22Q: 3 clusters Score -2764959 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2765034.500000 Penalty: 4925.054688
	Iteration 23Q: 3 clusters Score -2765034 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2765113.750000 Penalty: 4925.054688
	Iteration 24Q: 3 clusters Score -2765114 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2765180.000000 Penalty: 4925.054688
	Iteration 25Q: 3 clusters Score -2765180 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2765247.500000 Penalty: 4925.054688
	Iteration 26Q: 3 clusters Score -2765248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2765293.250000 Penalty: 4925.054688
	Iteration 27Q: 3 clusters Score -2765293 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2765341.500000 Penalty: 4925.054688
	Iteration 28Q: 3 clusters Score -2765342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2765369.750000 Penalty: 4925.054688
	Iteration 29Q: 3 clusters Score -2765370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2765401.750000 Penalty: 4925.054688
	Iteration 30Q: 3 clusters Score -2765402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2765419.500000 Penalty: 4925.054688
	Iteration 31Q: 3 clusters Score -2765420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2765432.500000 Penalty: 4925.054688
	Iteration 32Q: 3 clusters Score -2765432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2765446.750000 Penalty: 4925.054688
	Iteration 33Q: 3 clusters Score -2765447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2765461.250000 Penalty: 4925.054688
	Iteration 34Q: 3 clusters Score -2765461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2765464.250000 Penalty: 4925.054688
	Iteration 35Q: 3 clusters Score -2765464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2765470.500000 Penalty: 4925.054688
	Iteration 36Q: 3 clusters Score -2765470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2765488.000000 Penalty: 4925.054688
	Iteration 37Q: 3 clusters Score -2765488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2765491.750000 Penalty: 4925.054688
	Iteration 38Q: 3 clusters Score -2765492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2765495.250000 Penalty: 4925.054688
	Iteration 39Q: 3 clusters Score -2765495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2765508.000000 Penalty: 4925.054688
	Iteration 40F: 3 clusters Score -2765508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2765515.250000 Penalty: 4925.054688
	Iteration 41Q: 3 clusters Score -2765515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2765520.500000 Penalty: 4925.054688
	Iteration 42Q: 3 clusters Score -2765520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2765527.000000 Penalty: 4925.054688
	Iteration 43Q: 3 clusters Score -2765527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2765535.750000 Penalty: 4925.054688
	Iteration 44Q: 3 clusters Score -2765536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2765535.250000 Penalty: 4925.054688
	Iteration 45Q: 3 clusters Score -2765535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2765538.000000 Penalty: 4925.054688
	Iteration 46Q: 3 clusters Score -2765538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2765541.000000 Penalty: 4925.054688
	Iteration 47Q: 3 clusters Score -2765541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2765538.750000 Penalty: 4925.054688
	Iteration 48Q: 3 clusters Score -2765539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2765535.750000 Penalty: 4925.054688
	Iteration 49Q: 3 clusters Score -2765536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2765540.250000 Penalty: 4925.054688
	Iteration 50Q: 3 clusters Score -2765540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2765539.000000 Penalty: 4925.054688
	Iteration 51Q: 3 clusters Score -2765539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2765540.500000 Penalty: 4925.054688
	Iteration 52Q: 3 clusters Score -2765540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2765539.750000 Penalty: 4925.054688
	Iteration 53Q: 3 clusters Score -2765540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2765543.000000 Penalty: 4925.054688
	Iteration 54Q: 3 clusters Score -2765543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2765543.750000 Penalty: 4925.054688
	Iteration 55Q: 3 clusters Score -2765544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2765545.000000 Penalty: 4925.054688
	Iteration 56Q: 3 clusters Score -2765545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2765545.000000 Penalty: 4925.054688
	Iteration 57F: 3 clusters Score -2765545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Entering Unmasked Estep 
Score: -3507617.750000 Penalty: 2521.740967
	Iteration 0F: 2 clusters Score -3507618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3489574.250000 Penalty: 5043.481934
	Iteration 0F: 3 clusters Score -3489574 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3495948.250000 Penalty: 5043.481934
	Iteration 1F: 3 clusters Score -3495948 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3496477.000000 Penalty: 5043.481934
	Iteration 2Q: 3 clusters Score -3496477 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3497149.250000 Penalty: 5043.481934
	Iteration 3Q: 3 clusters Score -3497149 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3497853.750000 Penalty: 5043.481934
	Iteration 4Q: 3 clusters Score -3497854 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3498596.500000 Penalty: 5043.481934
	Iteration 5F: 3 clusters Score -3498596 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3499357.000000 Penalty: 5043.481934
	Iteration 6F: 3 clusters Score -3499357 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3500182.750000 Penalty: 5043.481934
	Iteration 7F: 3 clusters Score -3500183 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3501066.000000 Penalty: 5043.481934
	Iteration 8F: 3 clusters Score -3501066 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3501899.500000 Penalty: 5043.481934
	Iteration 9F: 3 clusters Score -3501900 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3502644.250000 Penalty: 5043.481934
	Iteration 10Q: 3 clusters Score -3502644 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3503411.500000 Penalty: 5043.481934
	Iteration 11Q: 3 clusters Score -3503412 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3503992.250000 Penalty: 5043.481934
	Iteration 12Q: 3 clusters Score -3503992 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3504473.500000 Penalty: 5043.481934
	Iteration 13Q: 3 clusters Score -3504474 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3504904.500000 Penalty: 5043.481934
	Iteration 14Q: 3 clusters Score -3504904 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3505322.250000 Penalty: 5043.481934
	Iteration 15Q: 3 clusters Score -3505322 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3505668.250000 Penalty: 5043.481934
	Iteration 16Q: 3 clusters Score -3505668 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3505985.500000 Penalty: 5043.481934
	Iteration 17Q: 3 clusters Score -3505986 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3506278.000000 Penalty: 5043.481934
	Iteration 18Q: 3 clusters Score -3506278 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3506511.250000 Penalty: 5043.481934
	Iteration 19Q: 3 clusters Score -3506511 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3506702.750000 Penalty: 5043.481934
	Iteration 20F: 3 clusters Score -3506703 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3506866.500000 Penalty: 5043.481934
	Iteration 21Q: 3 clusters Score -3506866 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3506980.500000 Penalty: 5043.481934
	Iteration 22Q: 3 clusters Score -3506980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3507081.500000 Penalty: 5043.481934
	Iteration 23Q: 3 clusters Score -3507082 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3507141.250000 Penalty: 5043.481934
	Iteration 24Q: 3 clusters Score -3507141 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3507174.500000 Penalty: 5043.481934
	Iteration 25Q: 3 clusters Score -3507174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3507189.500000 Penalty: 5043.481934
	Iteration 26Q: 3 clusters Score -3507190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3507205.500000 Penalty: 5043.481934
	Iteration 27Q: 3 clusters Score -3507206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3507224.250000 Penalty: 5043.481934
	Iteration 28Q: 3 clusters Score -3507224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3507236.000000 Penalty: 5043.481934
	Iteration 29Q: 3 clusters Score -3507236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3507237.000000 Penalty: 5043.481934
	Iteration 30Q: 3 clusters Score -3507237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3507245.500000 Penalty: 5043.481934
	Iteration 31Q: 3 clusters Score -3507246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3507254.000000 Penalty: 5043.481934
	Iteration 32Q: 3 clusters Score -3507254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3507256.000000 Penalty: 5043.481934
	Iteration 33Q: 3 clusters Score -3507256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3507262.000000 Penalty: 5043.481934
	Iteration 34Q: 3 clusters Score -3507262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3507262.000000 Penalty: 5043.481934
	Iteration 35F: 3 clusters Score -3507262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Entering Unmasked Estep 
Score: -263728.625000 Penalty: 1894.034058
	Iteration 0F: 2 clusters Score -263728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -261042.843750 Penalty: 3788.068115
	Iteration 0F: 3 clusters Score -261042.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -261577.609375 Penalty: 3788.068115
	Iteration 1F: 3 clusters Score -261577.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -261831.218750 Penalty: 3788.068115
	Iteration 2F: 3 clusters Score -261831.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -262096.687500 Penalty: 3788.068115
	Iteration 3F: 3 clusters Score -262096.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -262384.406250 Penalty: 3788.068115
	Iteration 4F: 3 clusters Score -262384.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -262594.656250 Penalty: 3788.068115
	Iteration 5F: 3 clusters Score -262594.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -262733.500000 Penalty: 3788.068115
	Iteration 6F: 3 clusters Score -262733.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -262840.156250 Penalty: 3788.068115
	Iteration 7Q: 3 clusters Score -262840.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -262948.406250 Penalty: 3788.068115
	Iteration 8Q: 3 clusters Score -262948.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -263051.093750 Penalty: 3788.068115
	Iteration 9Q: 3 clusters Score -263051.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -263172.437500 Penalty: 3788.068115
	Iteration 10Q: 3 clusters Score -263172.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -263321.593750 Penalty: 3788.068115
	Iteration 11Q: 3 clusters Score -263321.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -263505.187500 Penalty: 3788.068115
	Iteration 12Q: 3 clusters Score -263505.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -263620.250000 Penalty: 3788.068115
	Iteration 13Q: 3 clusters Score -263620.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -263675.250000 Penalty: 3788.068115
	Iteration 14Q: 3 clusters Score -263675.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -263723.625000 Penalty: 3788.068115
	Iteration 15Q: 3 clusters Score -263723.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -263786.781250 Penalty: 3788.068115
	Iteration 16Q: 3 clusters Score -263786.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -263830.343750 Penalty: 3788.068115
	Iteration 17Q: 3 clusters Score -263830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -263849.750000 Penalty: 3788.068115
	Iteration 18Q: 3 clusters Score -263849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -263862.250000 Penalty: 3788.068115
	Iteration 19Q: 3 clusters Score -263862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -263873.000000 Penalty: 3788.068115
	Iteration 20F: 3 clusters Score -263873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -263877.968750 Penalty: 3788.068115
	Iteration 21Q: 3 clusters Score -263878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -263878.625000 Penalty: 3788.068115
	Iteration 22Q: 3 clusters Score -263878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -263880.000000 Penalty: 3788.068115
	Iteration 23Q: 3 clusters Score -263880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -263880.218750 Penalty: 3788.068115
	Iteration 24Q: 3 clusters Score -263880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -263880.218750 Penalty: 3788.068115
	Iteration 25F: 3 clusters Score -263880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 18824 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216752 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49865 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53683 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 55347 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42619 members 
Mstep: Class 23 contains 20528 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191783 members 
Mstep: Class 30 contains 794 members 
Entering Unmasked Estep 
Score: -133256576.000000 Penalty: 102991.429688
Splitting cluster 25 changes total score from -133257808.000000 to -133256576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -75067.109375 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -75067.11 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 346 members 
Entering Unmasked Estep 
Score: -73418.796875 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -73418.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73814.476562 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -73814.48 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74034.679688 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -74034.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74157.085938 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -74157.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74228.414062 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -74228.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74285.101562 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -74285.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74347.453125 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -74347.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74394.164062 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -74394.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74411.039062 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -74411.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74425.484375 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -74425.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74433.437500 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -74433.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74441.101562 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -74441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74448.179688 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -74448.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74452.656250 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -74452.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74454.867188 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -74454.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74456.156250 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -74456.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74456.156250 Penalty: 3242.917236
	Iteration 16F: 3 clusters Score -74456.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -300468.812500 Penalty: 1920.975342
	Iteration 0F: 2 clusters Score -300468.8 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 1152 members 
Entering Unmasked Estep 
Score: -297658.312500 Penalty: 3841.950684
	Iteration 0F: 3 clusters Score -297658.3 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -298250.906250 Penalty: 3841.950684
	Iteration 1F: 3 clusters Score -298250.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -298462.750000 Penalty: 3841.950684
	Iteration 2F: 3 clusters Score -298462.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -298621.718750 Penalty: 3841.950684
	Iteration 3F: 3 clusters Score -298621.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -298732.687500 Penalty: 3841.950684
	Iteration 4Q: 3 clusters Score -298732.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -298835.968750 Penalty: 3841.950684
	Iteration 5Q: 3 clusters Score -298836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -298946.156250 Penalty: 3841.950684
	Iteration 6Q: 3 clusters Score -298946.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -299048.062500 Penalty: 3841.950684
	Iteration 7Q: 3 clusters Score -299048.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -299152.093750 Penalty: 3841.950684
	Iteration 8Q: 3 clusters Score -299152.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -299214.156250 Penalty: 3841.950684
	Iteration 9Q: 3 clusters Score -299214.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -299271.281250 Penalty: 3841.950684
	Iteration 10Q: 3 clusters Score -299271.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -299322.562500 Penalty: 3841.950684
	Iteration 11Q: 3 clusters Score -299322.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -299393.281250 Penalty: 3841.950684
	Iteration 12Q: 3 clusters Score -299393.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -299473.562500 Penalty: 3841.950684
	Iteration 13Q: 3 clusters Score -299473.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -299567.812500 Penalty: 3841.950684
	Iteration 14Q: 3 clusters Score -299567.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -299671.218750 Penalty: 3841.950684
	Iteration 15Q: 3 clusters Score -299671.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -299785.250000 Penalty: 3841.950684
	Iteration 16Q: 3 clusters Score -299785.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -299905.906250 Penalty: 3841.950684
	Iteration 17Q: 3 clusters Score -299905.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -299991.312500 Penalty: 3841.950684
	Iteration 18Q: 3 clusters Score -299991.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -300029.125000 Penalty: 3841.950684
	Iteration 19Q: 3 clusters Score -300029.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -300038.843750 Penalty: 3841.950684
	Iteration 20F: 3 clusters Score -300038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -300041.812500 Penalty: 3841.950684
	Iteration 21Q: 3 clusters Score -300041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -300043.906250 Penalty: 3841.950684
	Iteration 22Q: 3 clusters Score -300043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -300044.625000 Penalty: 3841.950684
	Iteration 23Q: 3 clusters Score -300044.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -300044.625000 Penalty: 3841.950684
	Iteration 24F: 3 clusters Score -300044.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Entering Unmasked Estep 
Score: -3649329.750000 Penalty: 2531.041260
	Iteration 0F: 2 clusters Score -3649330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3630672.000000 Penalty: 5062.082520
	Iteration 0F: 3 clusters Score -3630672 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3637120.750000 Penalty: 5062.082520
	Iteration 1F: 3 clusters Score -3637121 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3637523.750000 Penalty: 5062.082520
	Iteration 2Q: 3 clusters Score -3637524 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3637905.500000 Penalty: 5062.082520
	Iteration 3Q: 3 clusters Score -3637906 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3638313.750000 Penalty: 5062.082520
	Iteration 4Q: 3 clusters Score -3638314 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3638805.250000 Penalty: 5062.082520
	Iteration 5Q: 3 clusters Score -3638805 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3639494.750000 Penalty: 5062.082520
	Iteration 6Q: 3 clusters Score -3639495 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3640435.500000 Penalty: 5062.082520
	Iteration 7F: 3 clusters Score -3640436 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3641685.500000 Penalty: 5062.082520
	Iteration 8F: 3 clusters Score -3641686 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3643121.500000 Penalty: 5062.082520
	Iteration 9F: 3 clusters Score -3643122 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3644402.750000 Penalty: 5062.082520
	Iteration 10F: 3 clusters Score -3644403 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3645335.250000 Penalty: 5062.082520
	Iteration 11Q: 3 clusters Score -3645335 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3645748.750000 Penalty: 5062.082520
	Iteration 12Q: 3 clusters Score -3645749 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3645971.750000 Penalty: 5062.082520
	Iteration 13Q: 3 clusters Score -3645972 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3646117.250000 Penalty: 5062.082520
	Iteration 14Q: 3 clusters Score -3646117 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3646244.750000 Penalty: 5062.082520
	Iteration 15Q: 3 clusters Score -3646245 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3646325.500000 Penalty: 5062.082520
	Iteration 16Q: 3 clusters Score -3646326 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3646394.250000 Penalty: 5062.082520
	Iteration 17Q: 3 clusters Score -3646394 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3646455.500000 Penalty: 5062.082520
	Iteration 18Q: 3 clusters Score -3646456 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3646508.750000 Penalty: 5062.082520
	Iteration 19Q: 3 clusters Score -3646509 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3646575.000000 Penalty: 5062.082520
	Iteration 20F: 3 clusters Score -3646575 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3646635.500000 Penalty: 5062.082520
	Iteration 21Q: 3 clusters Score -3646636 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3646664.250000 Penalty: 5062.082520
	Iteration 22Q: 3 clusters Score -3646664 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3646699.000000 Penalty: 5062.082520
	Iteration 23Q: 3 clusters Score -3646699 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3646759.000000 Penalty: 5062.082520
	Iteration 24Q: 3 clusters Score -3646759 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3646798.500000 Penalty: 5062.082520
	Iteration 25Q: 3 clusters Score -3646798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3646820.500000 Penalty: 5062.082520
	Iteration 26Q: 3 clusters Score -3646820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3646857.750000 Penalty: 5062.082520
	Iteration 27Q: 3 clusters Score -3646858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3646883.250000 Penalty: 5062.082520
	Iteration 28Q: 3 clusters Score -3646883 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3646903.000000 Penalty: 5062.082520
	Iteration 29Q: 3 clusters Score -3646903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3646927.750000 Penalty: 5062.082520
	Iteration 30Q: 3 clusters Score -3646928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3646937.000000 Penalty: 5062.082520
	Iteration 31Q: 3 clusters Score -3646937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3646954.500000 Penalty: 5062.082520
	Iteration 32Q: 3 clusters Score -3646954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3646960.500000 Penalty: 5062.082520
	Iteration 33Q: 3 clusters Score -3646960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3646967.000000 Penalty: 5062.082520
	Iteration 34Q: 3 clusters Score -3646967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3646981.250000 Penalty: 5062.082520
	Iteration 35Q: 3 clusters Score -3646981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3646982.000000 Penalty: 5062.082520
	Iteration 36Q: 3 clusters Score -3646982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3646986.250000 Penalty: 5062.082520
	Iteration 37Q: 3 clusters Score -3646986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3646988.000000 Penalty: 5062.082520
	Iteration 38Q: 3 clusters Score -3646988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3646999.500000 Penalty: 5062.082520
	Iteration 39Q: 3 clusters Score -3647000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3647007.750000 Penalty: 5062.082520
	Iteration 40F: 3 clusters Score -3647008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3647017.500000 Penalty: 5062.082520
	Iteration 41Q: 3 clusters Score -3647018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3647019.000000 Penalty: 5062.082520
	Iteration 42Q: 3 clusters Score -3647019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3647018.750000 Penalty: 5062.082520
	Iteration 43Q: 3 clusters Score -3647019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3647029.000000 Penalty: 5062.082520
	Iteration 44Q: 3 clusters Score -3647029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3647035.250000 Penalty: 5062.082520
	Iteration 45Q: 3 clusters Score -3647035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3647035.000000 Penalty: 5062.082520
	Iteration 46Q: 3 clusters Score -3647035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3647034.750000 Penalty: 5062.082520
	Iteration 47Q: 3 clusters Score -3647035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3647037.750000 Penalty: 5062.082520
	Iteration 48Q: 3 clusters Score -3647038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3647041.500000 Penalty: 5062.082520
	Iteration 49Q: 3 clusters Score -3647042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3647042.000000 Penalty: 5062.082520
	Iteration 50Q: 3 clusters Score -3647042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3647037.000000 Penalty: 5062.082520
	Iteration 51Q: 3 clusters Score -3647037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3647037.000000 Penalty: 5062.082520
	Iteration 52F: 3 clusters Score -3647037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (191783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191783 members 
Entering Unmasked Estep 
Score: -25438446.000000 Penalty: 3016.701660
	Iteration 0F: 2 clusters Score -2.543845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -25314292.000000 Penalty: 6033.403320
	Iteration 0F: 3 clusters Score -2.531429e+07 nChanged 92221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -25368490.000000 Penalty: 6033.403320
	Iteration 1F: 3 clusters Score -2.536849e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -25369956.000000 Penalty: 6033.403320
	Iteration 2Q: 3 clusters Score -2.536996e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -25372234.000000 Penalty: 6033.403320
	Iteration 3Q: 3 clusters Score -2.537223e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
Score: -25375434.000000 Penalty: 6033.403320
	Iteration 4Q: 3 clusters Score -2.537543e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
Score: -25380566.000000 Penalty: 6033.403320
	Iteration 5F: 3 clusters Score -2.538057e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -25388910.000000 Penalty: 6033.403320
	Iteration 6F: 3 clusters Score -2.538891e+07 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 126611 members 
Entering Unmasked Estep 
Score: -25400026.000000 Penalty: 6033.403320
	Iteration 7F: 3 clusters Score -2.540003e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 135271 members 
Entering Unmasked Estep 
Score: -25412268.000000 Penalty: 6033.403320
	Iteration 8F: 3 clusters Score -2.541227e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 141424 members 
Entering Unmasked Estep 
Score: -25421554.000000 Penalty: 6033.403320
	Iteration 9F: 3 clusters Score -2.542155e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 145679 members 
Entering Unmasked Estep 
Score: -25425884.000000 Penalty: 6033.403320
	Iteration 10Q: 3 clusters Score -2.542588e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 149278 members 
Entering Unmasked Estep 
Score: -25428210.000000 Penalty: 6033.403320
	Iteration 11Q: 3 clusters Score -2.542821e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 152600 members 
Entering Unmasked Estep 
Score: -25429912.000000 Penalty: 6033.403320
	Iteration 12Q: 3 clusters Score -2.542991e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 155691 members 
Entering Unmasked Estep 
Score: -25431330.000000 Penalty: 6033.403320
	Iteration 13Q: 3 clusters Score -2.543133e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 158569 members 
Entering Unmasked Estep 
Score: -25432314.000000 Penalty: 6033.403320
	Iteration 14Q: 3 clusters Score -2.543231e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 161194 members 
Entering Unmasked Estep 
Score: -25433426.000000 Penalty: 6033.403320
	Iteration 15Q: 3 clusters Score -2.543343e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 163688 members 
Entering Unmasked Estep 
Score: -25434084.000000 Penalty: 6033.403320
	Iteration 16Q: 3 clusters Score -2.543408e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 166030 members 
Entering Unmasked Estep 
Score: -25434634.000000 Penalty: 6033.403320
	Iteration 17Q: 3 clusters Score -2.543463e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 168226 members 
Entering Unmasked Estep 
Score: -25435190.000000 Penalty: 6033.403320
	Iteration 18Q: 3 clusters Score -2.543519e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 170334 members 
Entering Unmasked Estep 
Score: -25435600.000000 Penalty: 6033.403320
	Iteration 19Q: 3 clusters Score -2.54356e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 172263 members 
Entering Unmasked Estep 
Score: -25435990.000000 Penalty: 6033.403320
	Iteration 20F: 3 clusters Score -2.543599e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 174103 members 
Entering Unmasked Estep 
Score: -25436160.000000 Penalty: 6033.403320
	Iteration 21Q: 3 clusters Score -2.543616e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 175835 members 
Entering Unmasked Estep 
Score: -25436550.000000 Penalty: 6033.403320
	Iteration 22Q: 3 clusters Score -2.543655e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 177445 members 
Entering Unmasked Estep 
Score: -25436624.000000 Penalty: 6033.403320
	Iteration 23Q: 3 clusters Score -2.543662e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 178925 members 
Entering Unmasked Estep 
Score: -25436912.000000 Penalty: 6033.403320
	Iteration 24Q: 3 clusters Score -2.543691e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 180334 members 
Entering Unmasked Estep 
Score: -25437218.000000 Penalty: 6033.403320
	Iteration 25Q: 3 clusters Score -2.543722e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 181606 members 
Entering Unmasked Estep 
Score: -25437386.000000 Penalty: 6033.403320
	Iteration 26Q: 3 clusters Score -2.543739e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 182694 members 
Entering Unmasked Estep 
Score: -25437484.000000 Penalty: 6033.403320
	Iteration 27Q: 3 clusters Score -2.543748e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 183721 members 
Entering Unmasked Estep 
Score: -25437628.000000 Penalty: 6033.403320
	Iteration 28Q: 3 clusters Score -2.543763e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 184582 members 
Entering Unmasked Estep 
Score: -25437704.000000 Penalty: 6033.403320
	Iteration 29Q: 3 clusters Score -2.54377e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 185311 members 
Entering Unmasked Estep 
Score: -25437750.000000 Penalty: 6033.403320
	Iteration 30Q: 3 clusters Score -2.543775e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -25437722.000000 Penalty: 6033.403320
	Iteration 31Q: 3 clusters Score -2.543772e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 186464 members 
Entering Unmasked Estep 
Score: -25437730.000000 Penalty: 6033.403320
	Iteration 32Q: 3 clusters Score -2.543773e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 186909 members 
Entering Unmasked Estep 
Score: -25437812.000000 Penalty: 6033.403320
	Iteration 33Q: 3 clusters Score -2.543781e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 187283 members 
Entering Unmasked Estep 
Score: -25437882.000000 Penalty: 6033.403320
	Iteration 34Q: 3 clusters Score -2.543788e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 187622 members 
Entering Unmasked Estep 
Score: -25437772.000000 Penalty: 6033.403320
	Iteration 35Q: 3 clusters Score -2.543777e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 187882 members 
Entering Unmasked Estep 
Score: -25437844.000000 Penalty: 6033.403320
	Iteration 36Q: 3 clusters Score -2.543784e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 188086 members 
Entering Unmasked Estep 
Score: -25437828.000000 Penalty: 6033.403320
	Iteration 37Q: 3 clusters Score -2.543783e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 188275 members 
Entering Unmasked Estep 
Score: -25437768.000000 Penalty: 6033.403320
	Iteration 38Q: 3 clusters Score -2.543777e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 188427 members 
Entering Unmasked Estep 
Score: -25437734.000000 Penalty: 6033.403320
	Iteration 39Q: 3 clusters Score -2.543773e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 188561 members 
Entering Unmasked Estep 
Score: -25437706.000000 Penalty: 6033.403320
	Iteration 40F: 3 clusters Score -2.543771e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 188659 members 
Entering Unmasked Estep 
Score: -25437726.000000 Penalty: 6033.403320
	Iteration 41Q: 3 clusters Score -2.543773e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 188746 members 
Entering Unmasked Estep 
Score: -25437718.000000 Penalty: 6033.403320
	Iteration 42Q: 3 clusters Score -2.543772e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 188808 members 
Entering Unmasked Estep 
Score: -25437748.000000 Penalty: 6033.403320
	Iteration 43Q: 3 clusters Score -2.543775e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 188868 members 
Entering Unmasked Estep 
Score: -25437722.000000 Penalty: 6033.403320
	Iteration 44Q: 3 clusters Score -2.543772e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 188921 members 
Entering Unmasked Estep 
Score: -25437684.000000 Penalty: 6033.403320
	Iteration 45Q: 3 clusters Score -2.543768e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 188975 members 
Entering Unmasked Estep 
Score: -25437724.000000 Penalty: 6033.403320
	Iteration 46Q: 3 clusters Score -2.543772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 189011 members 
Entering Unmasked Estep 
Score: -25437686.000000 Penalty: 6033.403320
	Iteration 47Q: 3 clusters Score -2.543769e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 189042 members 
Entering Unmasked Estep 
Score: -25437694.000000 Penalty: 6033.403320
	Iteration 48Q: 3 clusters Score -2.543769e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 189080 members 
Entering Unmasked Estep 
Score: -25437688.000000 Penalty: 6033.403320
	Iteration 49Q: 3 clusters Score -2.543769e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 189113 members 
Entering Unmasked Estep 
Score: -25437704.000000 Penalty: 6033.403320
	Iteration 50Q: 3 clusters Score -2.54377e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 189141 members 
Entering Unmasked Estep 
Score: -25437702.000000 Penalty: 6033.403320
	Iteration 51Q: 3 clusters Score -2.54377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 189160 members 
Entering Unmasked Estep 
Score: -25437692.000000 Penalty: 6033.403320
	Iteration 52Q: 3 clusters Score -2.543769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 189179 members 
Entering Unmasked Estep 
Score: -25437674.000000 Penalty: 6033.403320
	Iteration 53Q: 3 clusters Score -2.543767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 189197 members 
Entering Unmasked Estep 
Score: -25437680.000000 Penalty: 6033.403320
	Iteration 54Q: 3 clusters Score -2.543768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 189205 members 
Entering Unmasked Estep 
Score: -25437662.000000 Penalty: 6033.403320
	Iteration 55Q: 3 clusters Score -2.543766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 189219 members 
Entering Unmasked Estep 
Score: -25437662.000000 Penalty: 6033.403320
	Iteration 56Q: 3 clusters Score -2.543766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 189236 members 
Entering Unmasked Estep 
Score: -25437630.000000 Penalty: 6033.403320
	Iteration 57Q: 3 clusters Score -2.543763e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 189256 members 
Entering Unmasked Estep 
Score: -25437646.000000 Penalty: 6033.403320
	Iteration 58Q: 3 clusters Score -2.543765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 189278 members 
Entering Unmasked Estep 
Score: -25437644.000000 Penalty: 6033.403320
	Iteration 59Q: 3 clusters Score -2.543764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 189295 members 
Entering Unmasked Estep 
Score: -25437652.000000 Penalty: 6033.403320
	Iteration 60F: 3 clusters Score -2.543765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 189320 members 
Entering Unmasked Estep 
Score: -25437648.000000 Penalty: 6033.403320
	Iteration 61Q: 3 clusters Score -2.543765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 189348 members 
Entering Unmasked Estep 
Score: -25437654.000000 Penalty: 6033.403320
	Iteration 62Q: 3 clusters Score -2.543765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 189366 members 
Entering Unmasked Estep 
Score: -25437646.000000 Penalty: 6033.403320
	Iteration 63Q: 3 clusters Score -2.543765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 189371 members 
Entering Unmasked Estep 
Score: -25437662.000000 Penalty: 6033.403320
	Iteration 64Q: 3 clusters Score -2.543766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 189376 members 
Entering Unmasked Estep 
Score: -25437662.000000 Penalty: 6033.403320
	Iteration 65Q: 3 clusters Score -2.543766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 189384 members 
Entering Unmasked Estep 
Score: -25437654.000000 Penalty: 6033.403320
	Iteration 66Q: 3 clusters Score -2.543765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 189392 members 
Entering Unmasked Estep 
Score: -25437660.000000 Penalty: 6033.403320
	Iteration 67Q: 3 clusters Score -2.543766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 189399 members 
Entering Unmasked Estep 
Score: -25437650.000000 Penalty: 6033.403320
	Iteration 68Q: 3 clusters Score -2.543765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 189397 members 
Entering Unmasked Estep 
Score: -25437662.000000 Penalty: 6033.403320
	Iteration 69Q: 3 clusters Score -2.543766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 189394 members 
Entering Unmasked Estep 
Score: -25437662.000000 Penalty: 6033.403320
	Iteration 70Q: 3 clusters Score -2.543766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 189397 members 
Entering Unmasked Estep 
Score: -25437672.000000 Penalty: 6033.403320
	Iteration 71Q: 3 clusters Score -2.543767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 189401 members 
Entering Unmasked Estep 
Score: -25437664.000000 Penalty: 6033.403320
	Iteration 72Q: 3 clusters Score -2.543766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -25437656.000000 Penalty: 6033.403320
	Iteration 73Q: 3 clusters Score -2.543766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 189403 members 
Entering Unmasked Estep 
Score: -25437652.000000 Penalty: 6033.403320
	Iteration 74Q: 3 clusters Score -2.543765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -25437650.000000 Penalty: 6033.403320
	Iteration 75Q: 3 clusters Score -2.543765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 189400 members 
Entering Unmasked Estep 
Score: -25437652.000000 Penalty: 6033.403320
	Iteration 76Q: 3 clusters Score -2.543765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 189398 members 
Entering Unmasked Estep 
Score: -25437658.000000 Penalty: 6033.403320
	Iteration 77Q: 3 clusters Score -2.543766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 189396 members 
Entering Unmasked Estep 
Score: -25437668.000000 Penalty: 6033.403320
	Iteration 78Q: 3 clusters Score -2.543767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 189392 members 
Entering Unmasked Estep 
Score: -25437670.000000 Penalty: 6033.403320
	Iteration 79Q: 3 clusters Score -2.543767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 189390 members 
Entering Unmasked Estep 
Score: -25437666.000000 Penalty: 6033.403320
	Iteration 80F: 3 clusters Score -2.543767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 189388 members 
Entering Unmasked Estep 
Score: -25437680.000000 Penalty: 6033.403320
	Iteration 81Q: 3 clusters Score -2.543768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 189387 members 
Entering Unmasked Estep 
Score: -25437664.000000 Penalty: 6033.403320
	Iteration 82Q: 3 clusters Score -2.543766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 189388 members 
Entering Unmasked Estep 
Score: -25437672.000000 Penalty: 6033.403320
	Iteration 83Q: 3 clusters Score -2.543767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 189389 members 
Entering Unmasked Estep 
Score: -25437682.000000 Penalty: 6033.403320
	Iteration 84Q: 3 clusters Score -2.543768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 189390 members 
Entering Unmasked Estep 
Score: -25437674.000000 Penalty: 6033.403320
	Iteration 85Q: 3 clusters Score -2.543767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 189390 members 
Entering Unmasked Estep 
Score: -25437674.000000 Penalty: 6033.403320
	Iteration 86F: 3 clusters Score -2.543767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 18824 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216752 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49865 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53683 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 55347 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42619 members 
Mstep: Class 23 contains 20528 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257840.000000 Penalty: 99558.382812
Iteration 399Q: 30 clusters Score -1.332578e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 18824 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216742 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187760 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49865 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53683 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 55343 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42620 members 
Mstep: Class 23 contains 20526 members 
Mstep: Class 24 contains 26062 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257920.000000 Penalty: 99558.382812
Iteration 400F: 30 clusters Score -1.332579e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 18824 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216727 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187760 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49863 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53684 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43762 members 
Mstep: Class 18 contains 55339 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42622 members 
Mstep: Class 23 contains 20525 members 
Mstep: Class 24 contains 26059 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27060 members 
Mstep: Class 29 contains 191828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257872.000000 Penalty: 99558.382812
Iteration 401Q: 30 clusters Score -1.332579e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 18823 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216705 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187760 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53685 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43761 members 
Mstep: Class 18 contains 55334 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42625 members 
Mstep: Class 23 contains 20524 members 
Mstep: Class 24 contains 26060 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27059 members 
Mstep: Class 29 contains 191856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257768.000000 Penalty: 99558.382812
Iteration 402Q: 30 clusters Score -1.332578e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 4 contains 18823 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216695 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49859 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53683 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43761 members 
Mstep: Class 18 contains 55330 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42627 members 
Mstep: Class 23 contains 20522 members 
Mstep: Class 24 contains 26061 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27058 members 
Mstep: Class 29 contains 191873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257704.000000 Penalty: 99558.382812
Iteration 403Q: 30 clusters Score -1.332577e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14887 members 
Mstep: Class 4 contains 18825 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216695 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 49858 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53683 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36198 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 55329 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42628 members 
Mstep: Class 23 contains 20520 members 
Mstep: Class 24 contains 26060 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27056 members 
Mstep: Class 29 contains 191882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257744.000000 Penalty: 99558.382812
Iteration 404Q: 30 clusters Score -1.332577e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14887 members 
Mstep: Class 4 contains 18826 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216690 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 49856 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53683 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36200 members 
Mstep: Class 17 contains 43760 members 
Mstep: Class 18 contains 55329 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42629 members 
Mstep: Class 23 contains 20518 members 
Mstep: Class 24 contains 26057 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27054 members 
Mstep: Class 29 contains 191890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257760.000000 Penalty: 99558.382812
Iteration 405Q: 30 clusters Score -1.332578e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 4 contains 18826 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216677 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 49856 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53681 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36200 members 
Mstep: Class 17 contains 43762 members 
Mstep: Class 18 contains 55328 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42628 members 
Mstep: Class 23 contains 20517 members 
Mstep: Class 24 contains 26056 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257792.000000 Penalty: 99558.382812
Iteration 406Q: 30 clusters Score -1.332578e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 14889 members 
Mstep: Class 4 contains 18828 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216667 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 49856 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 53682 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36199 members 
Mstep: Class 17 contains 43761 members 
Mstep: Class 18 contains 55327 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42629 members 
Mstep: Class 23 contains 20517 members 
Mstep: Class 24 contains 26055 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27056 members 
Mstep: Class 29 contains 191912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257792.000000 Penalty: 99558.382812
Iteration 407Q: 30 clusters Score -1.332578e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8254 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 18827 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216671 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187760 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49856 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53680 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36197 members 
Mstep: Class 17 contains 43758 members 
Mstep: Class 18 contains 55322 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42631 members 
Mstep: Class 23 contains 20519 members 
Mstep: Class 24 contains 26055 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27056 members 
Mstep: Class 29 contains 191915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257824.000000 Penalty: 99558.382812
Iteration 408Q: 30 clusters Score -1.332578e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 18827 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216662 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187759 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49856 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53679 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36196 members 
Mstep: Class 17 contains 43754 members 
Mstep: Class 18 contains 55320 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42643 members 
Mstep: Class 23 contains 20520 members 
Mstep: Class 24 contains 26054 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27056 members 
Mstep: Class 29 contains 191921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257888.000000 Penalty: 99558.382812
Iteration 409Q: 30 clusters Score -1.332579e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 18825 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216654 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187760 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49856 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53677 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36196 members 
Mstep: Class 17 contains 43754 members 
Mstep: Class 18 contains 55317 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42649 members 
Mstep: Class 23 contains 20519 members 
Mstep: Class 24 contains 26053 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257912.000000 Penalty: 99558.382812
Iteration 410Q: 30 clusters Score -1.332579e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 18823 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216661 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187760 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53676 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 16 contains 36196 members 
Mstep: Class 17 contains 43753 members 
Mstep: Class 18 contains 55315 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42650 members 
Mstep: Class 23 contains 20517 members 
Mstep: Class 24 contains 26053 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257928.000000 Penalty: 99558.382812
Iteration 411Q: 30 clusters Score -1.332579e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 18821 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216663 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49853 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53672 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36197 members 
Mstep: Class 17 contains 43752 members 
Mstep: Class 18 contains 55314 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42653 members 
Mstep: Class 23 contains 20513 members 
Mstep: Class 24 contains 26053 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257888.000000 Penalty: 99558.382812
Iteration 412Q: 30 clusters Score -1.332579e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 18819 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216667 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49852 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53668 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 16 contains 36198 members 
Mstep: Class 17 contains 43752 members 
Mstep: Class 18 contains 55314 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42655 members 
Mstep: Class 23 contains 20515 members 
Mstep: Class 24 contains 26053 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27056 members 
Mstep: Class 29 contains 191937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257856.000000 Penalty: 99558.382812
Iteration 413Q: 30 clusters Score -1.332579e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 18817 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216663 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49853 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53665 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 16 contains 36199 members 
Mstep: Class 17 contains 43752 members 
Mstep: Class 18 contains 55314 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42657 members 
Mstep: Class 23 contains 20511 members 
Mstep: Class 24 contains 26052 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27057 members 
Mstep: Class 29 contains 191946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257912.000000 Penalty: 99558.382812
Iteration 414Q: 30 clusters Score -1.332579e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 18816 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216661 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49852 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53665 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 16 contains 36202 members 
Mstep: Class 17 contains 43753 members 
Mstep: Class 18 contains 55314 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42658 members 
Mstep: Class 23 contains 20509 members 
Mstep: Class 24 contains 26051 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27057 members 
Mstep: Class 29 contains 191949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257872.000000 Penalty: 99558.382812
Iteration 415Q: 30 clusters Score -1.332579e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 18816 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216663 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49853 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 53666 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 16 contains 36202 members 
Mstep: Class 17 contains 43754 members 
Mstep: Class 18 contains 55313 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42657 members 
Mstep: Class 23 contains 20506 members 
Mstep: Class 24 contains 26051 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27057 members 
Mstep: Class 29 contains 191947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257800.000000 Penalty: 99558.382812
Iteration 416Q: 30 clusters Score -1.332578e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14901 members 
Mstep: Class 4 contains 18816 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216666 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49854 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53666 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43755 members 
Mstep: Class 18 contains 55313 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42657 members 
Mstep: Class 23 contains 20505 members 
Mstep: Class 24 contains 26050 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27057 members 
Mstep: Class 29 contains 191938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257856.000000 Penalty: 99558.382812
Iteration 417Q: 30 clusters Score -1.332579e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14907 members 
Mstep: Class 4 contains 18816 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216666 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49854 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53667 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43756 members 
Mstep: Class 18 contains 55312 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42657 members 
Mstep: Class 23 contains 20504 members 
Mstep: Class 24 contains 26049 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27056 members 
Mstep: Class 29 contains 191932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257904.000000 Penalty: 99558.382812
Iteration 418Q: 30 clusters Score -1.332579e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14914 members 
Mstep: Class 4 contains 18816 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216663 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49853 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53669 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43756 members 
Mstep: Class 18 contains 55312 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42657 members 
Mstep: Class 23 contains 20502 members 
Mstep: Class 24 contains 26049 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27056 members 
Mstep: Class 29 contains 191927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257920.000000 Penalty: 99558.382812
Iteration 419Q: 30 clusters Score -1.332579e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14924 members 
Mstep: Class 4 contains 18817 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216666 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49853 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53669 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43757 members 
Mstep: Class 18 contains 55311 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42656 members 
Mstep: Class 23 contains 20499 members 
Mstep: Class 24 contains 26049 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27055 members 
Mstep: Class 29 contains 191918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257848.000000 Penalty: 99558.382812
Iteration 420F: 30 clusters Score -1.332578e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14936 members 
Mstep: Class 4 contains 18817 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216671 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49852 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53669 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43756 members 
Mstep: Class 18 contains 55309 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42656 members 
Mstep: Class 23 contains 20498 members 
Mstep: Class 24 contains 26049 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27053 members 
Mstep: Class 29 contains 191910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257912.000000 Penalty: 99558.382812
Iteration 421Q: 30 clusters Score -1.332579e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14946 members 
Mstep: Class 4 contains 18816 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216673 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49850 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53668 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43756 members 
Mstep: Class 18 contains 55308 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42656 members 
Mstep: Class 23 contains 20498 members 
Mstep: Class 24 contains 26049 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27054 members 
Mstep: Class 29 contains 191900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257912.000000 Penalty: 99558.382812
Iteration 422Q: 30 clusters Score -1.332579e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14951 members 
Mstep: Class 4 contains 18815 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216675 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49850 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53667 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43755 members 
Mstep: Class 18 contains 55304 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42656 members 
Mstep: Class 23 contains 20499 members 
Mstep: Class 24 contains 26049 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27054 members 
Mstep: Class 29 contains 191898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257936.000000 Penalty: 99558.382812
Iteration 423Q: 30 clusters Score -1.332579e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14957 members 
Mstep: Class 4 contains 18813 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216681 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49851 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53663 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43754 members 
Mstep: Class 18 contains 55300 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42656 members 
Mstep: Class 23 contains 20499 members 
Mstep: Class 24 contains 26049 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27054 members 
Mstep: Class 29 contains 191896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257976.000000 Penalty: 99558.382812
Iteration 424Q: 30 clusters Score -1.33258e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14966 members 
Mstep: Class 4 contains 18811 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216687 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49851 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53660 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43753 members 
Mstep: Class 18 contains 55297 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42657 members 
Mstep: Class 23 contains 20497 members 
Mstep: Class 24 contains 26047 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27052 members 
Mstep: Class 29 contains 191895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257944.000000 Penalty: 99558.382812
Iteration 425Q: 30 clusters Score -1.332579e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14976 members 
Mstep: Class 4 contains 18809 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216691 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49851 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53658 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43753 members 
Mstep: Class 18 contains 55295 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42659 members 
Mstep: Class 23 contains 20496 members 
Mstep: Class 24 contains 26046 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27050 members 
Mstep: Class 29 contains 191890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258032.000000 Penalty: 99558.382812
Iteration 426Q: 30 clusters Score -1.33258e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14981 members 
Mstep: Class 4 contains 18809 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216696 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49852 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53658 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36208 members 
Mstep: Class 17 contains 43752 members 
Mstep: Class 18 contains 55292 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42660 members 
Mstep: Class 23 contains 20494 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27049 members 
Mstep: Class 29 contains 191885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258048.000000 Penalty: 99558.382812
Iteration 427Q: 30 clusters Score -1.33258e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 14992 members 
Mstep: Class 4 contains 18808 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216702 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49851 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53657 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43751 members 
Mstep: Class 18 contains 55290 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42660 members 
Mstep: Class 23 contains 20494 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27046 members 
Mstep: Class 29 contains 191878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258008.000000 Penalty: 99558.382812
Iteration 428Q: 30 clusters Score -1.33258e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15000 members 
Mstep: Class 4 contains 18808 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216705 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187764 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49851 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53655 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43751 members 
Mstep: Class 18 contains 55287 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42661 members 
Mstep: Class 23 contains 20493 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27042 members 
Mstep: Class 29 contains 191877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257912.000000 Penalty: 99558.382812
Iteration 429Q: 30 clusters Score -1.332579e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15009 members 
Mstep: Class 4 contains 18808 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216711 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49851 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53654 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43749 members 
Mstep: Class 18 contains 55285 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42663 members 
Mstep: Class 23 contains 20492 members 
Mstep: Class 24 contains 26046 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27039 members 
Mstep: Class 29 contains 191871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258008.000000 Penalty: 99558.382812
Iteration 430Q: 30 clusters Score -1.33258e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15017 members 
Mstep: Class 4 contains 18806 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216718 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49851 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53651 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36202 members 
Mstep: Class 17 contains 43748 members 
Mstep: Class 18 contains 55284 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42665 members 
Mstep: Class 23 contains 20492 members 
Mstep: Class 24 contains 26046 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27037 members 
Mstep: Class 29 contains 191864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257952.000000 Penalty: 99558.382812
Iteration 431Q: 30 clusters Score -1.33258e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15028 members 
Mstep: Class 4 contains 18806 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216717 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49851 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53652 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43746 members 
Mstep: Class 18 contains 55283 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42667 members 
Mstep: Class 23 contains 20492 members 
Mstep: Class 24 contains 26046 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27036 members 
Mstep: Class 29 contains 191855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258000.000000 Penalty: 99558.382812
Iteration 432Q: 30 clusters Score -1.33258e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15038 members 
Mstep: Class 4 contains 18806 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216723 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49852 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53652 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 55281 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42669 members 
Mstep: Class 23 contains 20492 members 
Mstep: Class 24 contains 26046 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27035 members 
Mstep: Class 29 contains 191840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258000.000000 Penalty: 99558.382812
Iteration 433Q: 30 clusters Score -1.33258e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15050 members 
Mstep: Class 4 contains 18806 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216723 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187762 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49851 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53655 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 55281 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42669 members 
Mstep: Class 23 contains 20492 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27035 members 
Mstep: Class 29 contains 191829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258024.000000 Penalty: 99558.382812
Iteration 434Q: 30 clusters Score -1.33258e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 18806 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216718 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 49850 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53658 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36201 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 55279 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42672 members 
Mstep: Class 23 contains 20491 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27035 members 
Mstep: Class 29 contains 191822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257952.000000 Penalty: 99558.382812
Iteration 435Q: 30 clusters Score -1.33258e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15072 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216715 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 11 contains 49849 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53658 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43746 members 
Mstep: Class 18 contains 55277 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42674 members 
Mstep: Class 23 contains 20491 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27033 members 
Mstep: Class 29 contains 191813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258000.000000 Penalty: 99558.382812
Iteration 436Q: 30 clusters Score -1.33258e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15080 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216710 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 49849 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53657 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55273 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42674 members 
Mstep: Class 23 contains 20490 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27032 members 
Mstep: Class 29 contains 191812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257968.000000 Penalty: 99558.382812
Iteration 437Q: 30 clusters Score -1.33258e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15083 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216711 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 49849 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53658 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55268 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42674 members 
Mstep: Class 23 contains 20488 members 
Mstep: Class 24 contains 26043 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27030 members 
Mstep: Class 29 contains 191816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258008.000000 Penalty: 99558.382812
Iteration 438Q: 30 clusters Score -1.33258e+08 nChanged 20
Entering ConstructFrom: 
Score: -133258008.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -90968.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -89204.664062 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -89204.66 nChanged 206
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: -89524.304688 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89524.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89703.945312 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -89703.95 nChanged 50
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: -89877.367188 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -89877.37 nChanged 54
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: -90146.523438 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -90146.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90476.765625 Penalty: 3330.228516
	Iteration 5F: 3 clusters Score -90476.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90765.859375 Penalty: 3330.228516
	Iteration 6F: 3 clusters Score -90765.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90967.343750 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -90967.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91123.226562 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -91123.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91314.578125 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -91314.58 nChanged 19
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: -91438.328125 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -91438.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91546.437500 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -91546.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91629.273438 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -91629.27 nChanged 2
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: -91634.671875 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -91634.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91636.140625 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -91636.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91638.554688 Penalty: 3330.228516
	Iteration 15F: 3 clusters Score -91638.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91642.351562 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -91642.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91647.460938 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -91647.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91647.460938 Penalty: 3330.228516
	Iteration 18F: 3 clusters Score -91647.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15086 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216707 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 49847 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53660 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55266 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42675 members 
Mstep: Class 23 contains 20487 members 
Mstep: Class 24 contains 26042 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 191819 members 
Mstep: Class 30 contains 402 members 
Entering Unmasked Estep 
Score: -133256920.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133258008.000000 to -133256920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Entering Unmasked Estep 
Score: -1051811.750000 Penalty: 2236.516113
	Iteration 0F: 2 clusters Score -1051812 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 4142 members 
Entering Unmasked Estep 
Score: -1045220.250000 Penalty: 4473.032227
	Iteration 0F: 3 clusters Score -1045220 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1047098.125000 Penalty: 4473.032227
	Iteration 1F: 3 clusters Score -1047098 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1047370.062500 Penalty: 4473.032227
	Iteration 2F: 3 clusters Score -1047370 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1047584.000000 Penalty: 4473.032227
	Iteration 3Q: 3 clusters Score -1047584 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1047834.500000 Penalty: 4473.032227
	Iteration 4Q: 3 clusters Score -1047834 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1048137.937500 Penalty: 4473.032227
	Iteration 5F: 3 clusters Score -1048138 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1048467.062500 Penalty: 4473.032227
	Iteration 6F: 3 clusters Score -1048467 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1048750.000000 Penalty: 4473.032227
	Iteration 7F: 3 clusters Score -1048750 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1049004.750000 Penalty: 4473.032227
	Iteration 8Q: 3 clusters Score -1049005 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1049242.500000 Penalty: 4473.032227
	Iteration 9Q: 3 clusters Score -1049242 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1049498.000000 Penalty: 4473.032227
	Iteration 10Q: 3 clusters Score -1049498 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1049719.625000 Penalty: 4473.032227
	Iteration 11Q: 3 clusters Score -1049720 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1049915.875000 Penalty: 4473.032227
	Iteration 12Q: 3 clusters Score -1049916 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1050084.875000 Penalty: 4473.032227
	Iteration 13Q: 3 clusters Score -1050085 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1050212.500000 Penalty: 4473.032227
	Iteration 14Q: 3 clusters Score -1050212 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1050328.250000 Penalty: 4473.032227
	Iteration 15Q: 3 clusters Score -1050328 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1050390.625000 Penalty: 4473.032227
	Iteration 16Q: 3 clusters Score -1050391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1050448.125000 Penalty: 4473.032227
	Iteration 17Q: 3 clusters Score -1050448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1050497.625000 Penalty: 4473.032227
	Iteration 18Q: 3 clusters Score -1050498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1050531.125000 Penalty: 4473.032227
	Iteration 19Q: 3 clusters Score -1050531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1050551.875000 Penalty: 4473.032227
	Iteration 20F: 3 clusters Score -1050552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1050567.375000 Penalty: 4473.032227
	Iteration 21Q: 3 clusters Score -1050567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1050579.875000 Penalty: 4473.032227
	Iteration 22Q: 3 clusters Score -1050580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1050585.375000 Penalty: 4473.032227
	Iteration 23Q: 3 clusters Score -1050585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1050587.625000 Penalty: 4473.032227
	Iteration 24Q: 3 clusters Score -1050588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1050591.125000 Penalty: 4473.032227
	Iteration 25Q: 3 clusters Score -1050591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1050597.250000 Penalty: 4473.032227
	Iteration 26Q: 3 clusters Score -1050597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1050601.625000 Penalty: 4473.032227
	Iteration 27Q: 3 clusters Score -1050602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1050603.125000 Penalty: 4473.032227
	Iteration 28Q: 3 clusters Score -1050603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1050607.000000 Penalty: 4473.032227
	Iteration 29Q: 3 clusters Score -1050607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1050605.375000 Penalty: 4473.032227
	Iteration 30Q: 3 clusters Score -1050605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1050607.625000 Penalty: 4473.032227
	Iteration 31Q: 3 clusters Score -1050608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1050609.625000 Penalty: 4473.032227
	Iteration 32Q: 3 clusters Score -1050610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1050609.625000 Penalty: 4473.032227
	Iteration 33Q: 3 clusters Score -1050610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1050610.250000 Penalty: 4473.032227
	Iteration 34Q: 3 clusters Score -1050610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1050610.250000 Penalty: 4473.032227
	Iteration 35Q: 3 clusters Score -1050610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1050611.375000 Penalty: 4473.032227
	Iteration 36Q: 3 clusters Score -1050611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1050611.375000 Penalty: 4473.032227
	Iteration 37F: 3 clusters Score -1050611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Entering Unmasked Estep 
Score: -2045952.750000 Penalty: 2386.137695
	Iteration 0F: 2 clusters Score -2045953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2035072.125000 Penalty: 4772.275391
	Iteration 0F: 3 clusters Score -2035072 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2038516.125000 Penalty: 4772.275391
	Iteration 1F: 3 clusters Score -2038516 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2038910.875000 Penalty: 4772.275391
	Iteration 2F: 3 clusters Score -2038911 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2039210.375000 Penalty: 4772.275391
	Iteration 3Q: 3 clusters Score -2039210 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2039482.000000 Penalty: 4772.275391
	Iteration 4Q: 3 clusters Score -2039482 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2039735.250000 Penalty: 4772.275391
	Iteration 5Q: 3 clusters Score -2039735 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2040035.750000 Penalty: 4772.275391
	Iteration 6Q: 3 clusters Score -2040036 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2040370.625000 Penalty: 4772.275391
	Iteration 7Q: 3 clusters Score -2040371 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2040782.750000 Penalty: 4772.275391
	Iteration 8Q: 3 clusters Score -2040783 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2041287.875000 Penalty: 4772.275391
	Iteration 9Q: 3 clusters Score -2041288 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2041835.625000 Penalty: 4772.275391
	Iteration 10Q: 3 clusters Score -2041836 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2042346.000000 Penalty: 4772.275391
	Iteration 11Q: 3 clusters Score -2042346 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2042753.500000 Penalty: 4772.275391
	Iteration 12Q: 3 clusters Score -2042754 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2043064.875000 Penalty: 4772.275391
	Iteration 13Q: 3 clusters Score -2043065 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2043320.500000 Penalty: 4772.275391
	Iteration 14Q: 3 clusters Score -2043320 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2043484.500000 Penalty: 4772.275391
	Iteration 15Q: 3 clusters Score -2043484 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2043583.375000 Penalty: 4772.275391
	Iteration 16Q: 3 clusters Score -2043583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2043657.500000 Penalty: 4772.275391
	Iteration 17Q: 3 clusters Score -2043658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2043731.125000 Penalty: 4772.275391
	Iteration 18Q: 3 clusters Score -2043731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2043771.375000 Penalty: 4772.275391
	Iteration 19Q: 3 clusters Score -2043771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2043802.625000 Penalty: 4772.275391
	Iteration 20F: 3 clusters Score -2043803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2043829.500000 Penalty: 4772.275391
	Iteration 21Q: 3 clusters Score -2043830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2043846.000000 Penalty: 4772.275391
	Iteration 22Q: 3 clusters Score -2043846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2043859.750000 Penalty: 4772.275391
	Iteration 23Q: 3 clusters Score -2043860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2043870.875000 Penalty: 4772.275391
	Iteration 24Q: 3 clusters Score -2043871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2043871.250000 Penalty: 4772.275391
	Iteration 25Q: 3 clusters Score -2043871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2043877.750000 Penalty: 4772.275391
	Iteration 26Q: 3 clusters Score -2043878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2043881.250000 Penalty: 4772.275391
	Iteration 27Q: 3 clusters Score -2043881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2043884.125000 Penalty: 4772.275391
	Iteration 28Q: 3 clusters Score -2043884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2043883.375000 Penalty: 4772.275391
	Iteration 29Q: 3 clusters Score -2043883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2043886.625000 Penalty: 4772.275391
	Iteration 30Q: 3 clusters Score -2043887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2043890.250000 Penalty: 4772.275391
	Iteration 31Q: 3 clusters Score -2043890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2043893.375000 Penalty: 4772.275391
	Iteration 32Q: 3 clusters Score -2043893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2043891.375000 Penalty: 4772.275391
	Iteration 33Q: 3 clusters Score -2043891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2043892.625000 Penalty: 4772.275391
	Iteration 34Q: 3 clusters Score -2043893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2043892.625000 Penalty: 4772.275391
	Iteration 35F: 3 clusters Score -2043893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Entering Unmasked Estep 
Score: -2536121.250000 Penalty: 2440.785645
	Iteration 0F: 2 clusters Score -2536121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2522687.000000 Penalty: 4881.571289
	Iteration 0F: 3 clusters Score -2522687 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2527274.000000 Penalty: 4881.571289
	Iteration 1F: 3 clusters Score -2527274 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2527679.750000 Penalty: 4881.571289
	Iteration 2F: 3 clusters Score -2527680 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2528015.250000 Penalty: 4881.571289
	Iteration 3Q: 3 clusters Score -2528015 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2528337.750000 Penalty: 4881.571289
	Iteration 4Q: 3 clusters Score -2528338 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2528600.750000 Penalty: 4881.571289
	Iteration 5Q: 3 clusters Score -2528601 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2528805.500000 Penalty: 4881.571289
	Iteration 6Q: 3 clusters Score -2528806 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2528976.500000 Penalty: 4881.571289
	Iteration 7Q: 3 clusters Score -2528976 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2529098.750000 Penalty: 4881.571289
	Iteration 8Q: 3 clusters Score -2529099 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2529223.000000 Penalty: 4881.571289
	Iteration 9Q: 3 clusters Score -2529223 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2529348.750000 Penalty: 4881.571289
	Iteration 10Q: 3 clusters Score -2529349 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2529452.250000 Penalty: 4881.571289
	Iteration 11Q: 3 clusters Score -2529452 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2529582.250000 Penalty: 4881.571289
	Iteration 12Q: 3 clusters Score -2529582 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2529705.250000 Penalty: 4881.571289
	Iteration 13Q: 3 clusters Score -2529705 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2529822.250000 Penalty: 4881.571289
	Iteration 14Q: 3 clusters Score -2529822 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2529962.750000 Penalty: 4881.571289
	Iteration 15Q: 3 clusters Score -2529963 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2530164.250000 Penalty: 4881.571289
	Iteration 16Q: 3 clusters Score -2530164 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2530381.500000 Penalty: 4881.571289
	Iteration 17Q: 3 clusters Score -2530382 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2530619.500000 Penalty: 4881.571289
	Iteration 18Q: 3 clusters Score -2530620 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2530890.000000 Penalty: 4881.571289
	Iteration 19Q: 3 clusters Score -2530890 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2531213.500000 Penalty: 4881.571289
	Iteration 20F: 3 clusters Score -2531214 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2531542.250000 Penalty: 4881.571289
	Iteration 21Q: 3 clusters Score -2531542 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2531879.500000 Penalty: 4881.571289
	Iteration 22Q: 3 clusters Score -2531880 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2532211.250000 Penalty: 4881.571289
	Iteration 23Q: 3 clusters Score -2532211 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2532524.250000 Penalty: 4881.571289
	Iteration 24Q: 3 clusters Score -2532524 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2532824.750000 Penalty: 4881.571289
	Iteration 25Q: 3 clusters Score -2532825 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2533090.250000 Penalty: 4881.571289
	Iteration 26Q: 3 clusters Score -2533090 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2533301.000000 Penalty: 4881.571289
	Iteration 27Q: 3 clusters Score -2533301 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2533481.250000 Penalty: 4881.571289
	Iteration 28Q: 3 clusters Score -2533481 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2533582.750000 Penalty: 4881.571289
	Iteration 29Q: 3 clusters Score -2533583 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2533669.250000 Penalty: 4881.571289
	Iteration 30Q: 3 clusters Score -2533669 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2533740.750000 Penalty: 4881.571289
	Iteration 31Q: 3 clusters Score -2533741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2533773.250000 Penalty: 4881.571289
	Iteration 32Q: 3 clusters Score -2533773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2533799.500000 Penalty: 4881.571289
	Iteration 33Q: 3 clusters Score -2533800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2533822.000000 Penalty: 4881.571289
	Iteration 34Q: 3 clusters Score -2533822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2533844.500000 Penalty: 4881.571289
	Iteration 35Q: 3 clusters Score -2533844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2533867.000000 Penalty: 4881.571289
	Iteration 36Q: 3 clusters Score -2533867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2533892.750000 Penalty: 4881.571289
	Iteration 37Q: 3 clusters Score -2533893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2533906.000000 Penalty: 4881.571289
	Iteration 38Q: 3 clusters Score -2533906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2533913.500000 Penalty: 4881.571289
	Iteration 39Q: 3 clusters Score -2533914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2533923.500000 Penalty: 4881.571289
	Iteration 40F: 3 clusters Score -2533924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2533933.000000 Penalty: 4881.571289
	Iteration 41Q: 3 clusters Score -2533933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2533934.500000 Penalty: 4881.571289
	Iteration 42Q: 3 clusters Score -2533934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2533936.250000 Penalty: 4881.571289
	Iteration 43Q: 3 clusters Score -2533936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2533942.500000 Penalty: 4881.571289
	Iteration 44Q: 3 clusters Score -2533942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2533949.000000 Penalty: 4881.571289
	Iteration 45Q: 3 clusters Score -2533949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2533952.000000 Penalty: 4881.571289
	Iteration 46Q: 3 clusters Score -2533952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2533957.500000 Penalty: 4881.571289
	Iteration 47Q: 3 clusters Score -2533958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2533960.250000 Penalty: 4881.571289
	Iteration 48Q: 3 clusters Score -2533960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2533964.000000 Penalty: 4881.571289
	Iteration 49Q: 3 clusters Score -2533964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2533974.500000 Penalty: 4881.571289
	Iteration 50Q: 3 clusters Score -2533974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2533980.500000 Penalty: 4881.571289
	Iteration 51Q: 3 clusters Score -2533980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2533989.500000 Penalty: 4881.571289
	Iteration 52Q: 3 clusters Score -2533990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2533992.750000 Penalty: 4881.571289
	Iteration 53Q: 3 clusters Score -2533993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2534003.750000 Penalty: 4881.571289
	Iteration 54Q: 3 clusters Score -2534004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2534009.000000 Penalty: 4881.571289
	Iteration 55Q: 3 clusters Score -2534009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2534014.500000 Penalty: 4881.571289
	Iteration 56Q: 3 clusters Score -2534014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2534019.750000 Penalty: 4881.571289
	Iteration 57Q: 3 clusters Score -2534020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2534022.500000 Penalty: 4881.571289
	Iteration 58Q: 3 clusters Score -2534022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2534025.750000 Penalty: 4881.571289
	Iteration 59Q: 3 clusters Score -2534026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2534029.750000 Penalty: 4881.571289
	Iteration 60F: 3 clusters Score -2534030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2534029.250000 Penalty: 4881.571289
	Iteration 61Q: 3 clusters Score -2534029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2534029.250000 Penalty: 4881.571289
	Iteration 62F: 3 clusters Score -2534029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -24013.107422 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -24013.11 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 126 members 
Entering Unmasked Estep 
Score: -22897.826172 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -22897.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23134.412109 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -23134.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23229.847656 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -23229.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23268.023438 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -23268.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23283.779297 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -23283.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23297.275391 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -23297.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23297.275391 Penalty: 2734.660645
	Iteration 6F: 3 clusters Score -23297.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216707 members 
Entering Unmasked Estep 
Score: -28754290.000000 Penalty: 3047.002686
	Iteration 0F: 2 clusters Score -2.875429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 108735 members 
Entering Unmasked Estep 
Score: -28617960.000000 Penalty: 6094.005371
	Iteration 0F: 3 clusters Score -2.861796e+07 nChanged 104591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97871 members 
Mstep: Class 2 contains 118836 members 
Entering Unmasked Estep 
Score: -28680146.000000 Penalty: 6094.005371
	Iteration 1F: 3 clusters Score -2.868015e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 124817 members 
Entering Unmasked Estep 
Score: -28682058.000000 Penalty: 6094.005371
	Iteration 2Q: 3 clusters Score -2.868206e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 133958 members 
Entering Unmasked Estep 
Score: -28686022.000000 Penalty: 6094.005371
	Iteration 3Q: 3 clusters Score -2.868602e+07 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 147653 members 
Entering Unmasked Estep 
Score: -28694460.000000 Penalty: 6094.005371
	Iteration 4F: 3 clusters Score -2.869446e+07 nChanged 18651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -28709060.000000 Penalty: 6094.005371
	Iteration 5F: 3 clusters Score -2.870906e+07 nChanged 21188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 187364 members 
Entering Unmasked Estep 
Score: -28728902.000000 Penalty: 6094.005371
	Iteration 6F: 3 clusters Score -2.87289e+07 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 204481 members 
Entering Unmasked Estep 
Score: -28743648.000000 Penalty: 6094.005371
	Iteration 7F: 3 clusters Score -2.874365e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 213070 members 
Entering Unmasked Estep 
Score: -28749534.000000 Penalty: 6094.005371
	Iteration 8Q: 3 clusters Score -2.874953e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 215691 members 
Entering Unmasked Estep 
Score: -28751078.000000 Penalty: 6094.005371
	Iteration 9Q: 3 clusters Score -2.875108e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 216323 members 
Entering Unmasked Estep 
Score: -28751456.000000 Penalty: 6094.005371
	Iteration 10Q: 3 clusters Score -2.875146e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 216467 members 
Entering Unmasked Estep 
Score: -28751578.000000 Penalty: 6094.005371
	Iteration 11Q: 3 clusters Score -2.875158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 216513 members 
Entering Unmasked Estep 
Score: -28751626.000000 Penalty: 6094.005371
	Iteration 12Q: 3 clusters Score -2.875163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216524 members 
Entering Unmasked Estep 
Score: -28751658.000000 Penalty: 6094.005371
	Iteration 13Q: 3 clusters Score -2.875166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216524 members 
Entering Unmasked Estep 
Score: -28751682.000000 Penalty: 6094.005371
	Iteration 14Q: 3 clusters Score -2.875168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216526 members 
Entering Unmasked Estep 
Score: -28751686.000000 Penalty: 6094.005371
	Iteration 15Q: 3 clusters Score -2.875169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 216527 members 
Entering Unmasked Estep 
Score: -28751680.000000 Penalty: 6094.005371
	Iteration 16Q: 3 clusters Score -2.875168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 216528 members 
Entering Unmasked Estep 
Score: -28751692.000000 Penalty: 6094.005371
	Iteration 17Q: 3 clusters Score -2.875169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 216530 members 
Entering Unmasked Estep 
Score: -28751702.000000 Penalty: 6094.005371
	Iteration 18Q: 3 clusters Score -2.87517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216533 members 
Entering Unmasked Estep 
Score: -28751704.000000 Penalty: 6094.005371
	Iteration 19Q: 3 clusters Score -2.87517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 216534 members 
Entering Unmasked Estep 
Score: -28751714.000000 Penalty: 6094.005371
	Iteration 20F: 3 clusters Score -2.875171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57861.578125 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57861.58 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58257.125000 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58257.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58501.398438 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58501.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58811.707031 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -58811.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59142.816406 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -59142.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59501.027344 Penalty: 3150.039307
	Iteration 5F: 3 clusters Score -59501.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59657.992188 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59657.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59716.570312 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59716.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59790.347656 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -59790.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59905.367188 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -59905.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59987.503906 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -59987.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60070.289062 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60070.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60207.710938 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60207.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60284.367188 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60284.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60349.031250 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60349.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60349.031250 Penalty: 3150.039307
	Iteration 15F: 3 clusters Score -60349.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15086 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216707 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 49847 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53660 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55266 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42675 members 
Mstep: Class 23 contains 20487 members 
Mstep: Class 24 contains 26042 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 191819 members 
Mstep: Class 30 contains 179 members 
Entering Unmasked Estep 
Score: -133257064.000000 Penalty: 102991.429688
Splitting cluster 7 changes total score from -133258008.000000 to -133257064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (187763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187763 members 
Entering Unmasked Estep 
Score: -24830898.000000 Penalty: 3011.447998
	Iteration 0F: 2 clusters Score -2.48309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -24721962.000000 Penalty: 6022.895996
	Iteration 0F: 3 clusters Score -2.472196e+07 nChanged 89810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -24774784.000000 Penalty: 6022.895996
	Iteration 1F: 3 clusters Score -2.477478e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92156 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -24775654.000000 Penalty: 6022.895996
	Iteration 2Q: 3 clusters Score -2.477565e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -24776816.000000 Penalty: 6022.895996
	Iteration 3Q: 3 clusters Score -2.477682e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -24778228.000000 Penalty: 6022.895996
	Iteration 4Q: 3 clusters Score -2.477823e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -24780170.000000 Penalty: 6022.895996
	Iteration 5Q: 3 clusters Score -2.478017e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -24783046.000000 Penalty: 6022.895996
	Iteration 6Q: 3 clusters Score -2.478305e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -24787486.000000 Penalty: 6022.895996
	Iteration 7Q: 3 clusters Score -2.478749e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 104158 members 
Entering Unmasked Estep 
Score: -24794372.000000 Penalty: 6022.895996
	Iteration 8F: 3 clusters Score -2.479437e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -24802946.000000 Penalty: 6022.895996
	Iteration 9F: 3 clusters Score -2.480295e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -24809520.000000 Penalty: 6022.895996
	Iteration 10F: 3 clusters Score -2.480952e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -24812570.000000 Penalty: 6022.895996
	Iteration 11Q: 3 clusters Score -2.481257e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -24813706.000000 Penalty: 6022.895996
	Iteration 12Q: 3 clusters Score -2.481371e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -24814352.000000 Penalty: 6022.895996
	Iteration 13Q: 3 clusters Score -2.481435e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 114301 members 
Entering Unmasked Estep 
Score: -24814664.000000 Penalty: 6022.895996
	Iteration 14Q: 3 clusters Score -2.481466e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -24815286.000000 Penalty: 6022.895996
	Iteration 15Q: 3 clusters Score -2.481529e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -24815708.000000 Penalty: 6022.895996
	Iteration 16Q: 3 clusters Score -2.481571e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -24816246.000000 Penalty: 6022.895996
	Iteration 17Q: 3 clusters Score -2.481625e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -24816702.000000 Penalty: 6022.895996
	Iteration 18Q: 3 clusters Score -2.48167e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 121196 members 
Entering Unmasked Estep 
Score: -24817110.000000 Penalty: 6022.895996
	Iteration 19Q: 3 clusters Score -2.481711e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 122480 members 
Entering Unmasked Estep 
Score: -24817520.000000 Penalty: 6022.895996
	Iteration 20F: 3 clusters Score -2.481752e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 123730 members 
Entering Unmasked Estep 
Score: -24817928.000000 Penalty: 6022.895996
	Iteration 21Q: 3 clusters Score -2.481793e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 124966 members 
Entering Unmasked Estep 
Score: -24818300.000000 Penalty: 6022.895996
	Iteration 22Q: 3 clusters Score -2.48183e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 126179 members 
Entering Unmasked Estep 
Score: -24818740.000000 Penalty: 6022.895996
	Iteration 23Q: 3 clusters Score -2.481874e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 127298 members 
Entering Unmasked Estep 
Score: -24819016.000000 Penalty: 6022.895996
	Iteration 24Q: 3 clusters Score -2.481902e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 128297 members 
Entering Unmasked Estep 
Score: -24819348.000000 Penalty: 6022.895996
	Iteration 25Q: 3 clusters Score -2.481935e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 129284 members 
Entering Unmasked Estep 
Score: -24819512.000000 Penalty: 6022.895996
	Iteration 26Q: 3 clusters Score -2.481951e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 130294 members 
Entering Unmasked Estep 
Score: -24819664.000000 Penalty: 6022.895996
	Iteration 27Q: 3 clusters Score -2.481966e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -24819854.000000 Penalty: 6022.895996
	Iteration 28Q: 3 clusters Score -2.481985e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 132240 members 
Entering Unmasked Estep 
Score: -24820108.000000 Penalty: 6022.895996
	Iteration 29Q: 3 clusters Score -2.482011e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 133196 members 
Entering Unmasked Estep 
Score: -24820396.000000 Penalty: 6022.895996
	Iteration 30Q: 3 clusters Score -2.48204e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -24820610.000000 Penalty: 6022.895996
	Iteration 31Q: 3 clusters Score -2.482061e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 135012 members 
Entering Unmasked Estep 
Score: -24820804.000000 Penalty: 6022.895996
	Iteration 32Q: 3 clusters Score -2.48208e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 135951 members 
Entering Unmasked Estep 
Score: -24821030.000000 Penalty: 6022.895996
	Iteration 33Q: 3 clusters Score -2.482103e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 136909 members 
Entering Unmasked Estep 
Score: -24821206.000000 Penalty: 6022.895996
	Iteration 34Q: 3 clusters Score -2.482121e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 137917 members 
Entering Unmasked Estep 
Score: -24821472.000000 Penalty: 6022.895996
	Iteration 35Q: 3 clusters Score -2.482147e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 138931 members 
Entering Unmasked Estep 
Score: -24821558.000000 Penalty: 6022.895996
	Iteration 36Q: 3 clusters Score -2.482156e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 140033 members 
Entering Unmasked Estep 
Score: -24821854.000000 Penalty: 6022.895996
	Iteration 37Q: 3 clusters Score -2.482185e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 141217 members 
Entering Unmasked Estep 
Score: -24821980.000000 Penalty: 6022.895996
	Iteration 38Q: 3 clusters Score -2.482198e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -24822154.000000 Penalty: 6022.895996
	Iteration 39Q: 3 clusters Score -2.482215e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 143728 members 
Entering Unmasked Estep 
Score: -24822528.000000 Penalty: 6022.895996
	Iteration 40F: 3 clusters Score -2.482253e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 145064 members 
Entering Unmasked Estep 
Score: -24822862.000000 Penalty: 6022.895996
	Iteration 41Q: 3 clusters Score -2.482286e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 146389 members 
Entering Unmasked Estep 
Score: -24823102.000000 Penalty: 6022.895996
	Iteration 42Q: 3 clusters Score -2.48231e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 147755 members 
Entering Unmasked Estep 
Score: -24823332.000000 Penalty: 6022.895996
	Iteration 43Q: 3 clusters Score -2.482333e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 149130 members 
Entering Unmasked Estep 
Score: -24823544.000000 Penalty: 6022.895996
	Iteration 44Q: 3 clusters Score -2.482354e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 150561 members 
Entering Unmasked Estep 
Score: -24823762.000000 Penalty: 6022.895996
	Iteration 45Q: 3 clusters Score -2.482376e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 152030 members 
Entering Unmasked Estep 
Score: -24824154.000000 Penalty: 6022.895996
	Iteration 46Q: 3 clusters Score -2.482415e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 153643 members 
Entering Unmasked Estep 
Score: -24824694.000000 Penalty: 6022.895996
	Iteration 47Q: 3 clusters Score -2.482469e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -24825140.000000 Penalty: 6022.895996
	Iteration 48Q: 3 clusters Score -2.482514e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -24825576.000000 Penalty: 6022.895996
	Iteration 49Q: 3 clusters Score -2.482558e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 158592 members 
Entering Unmasked Estep 
Score: -24825792.000000 Penalty: 6022.895996
	Iteration 50Q: 3 clusters Score -2.482579e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -24826304.000000 Penalty: 6022.895996
	Iteration 51Q: 3 clusters Score -2.48263e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -24826704.000000 Penalty: 6022.895996
	Iteration 52Q: 3 clusters Score -2.48267e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -24826956.000000 Penalty: 6022.895996
	Iteration 53Q: 3 clusters Score -2.482696e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 164838 members 
Entering Unmasked Estep 
Score: -24827152.000000 Penalty: 6022.895996
	Iteration 54Q: 3 clusters Score -2.482715e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 166304 members 
Entering Unmasked Estep 
Score: -24827520.000000 Penalty: 6022.895996
	Iteration 55Q: 3 clusters Score -2.482752e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 167749 members 
Entering Unmasked Estep 
Score: -24827816.000000 Penalty: 6022.895996
	Iteration 56Q: 3 clusters Score -2.482782e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 169125 members 
Entering Unmasked Estep 
Score: -24828050.000000 Penalty: 6022.895996
	Iteration 57Q: 3 clusters Score -2.482805e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 170461 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.482838e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.482862e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 172920 members 
Entering Unmasked Estep 
Score: -24828860.000000 Penalty: 6022.895996
	Iteration 60F: 3 clusters Score -2.482886e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 174007 members 
Entering Unmasked Estep 
Score: -24828904.000000 Penalty: 6022.895996
	Iteration 61Q: 3 clusters Score -2.48289e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -24829024.000000 Penalty: 6022.895996
	Iteration 62Q: 3 clusters Score -2.482902e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 176087 members 
Entering Unmasked Estep 
Score: -24829176.000000 Penalty: 6022.895996
	Iteration 63Q: 3 clusters Score -2.482918e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 177083 members 
Entering Unmasked Estep 
Score: -24829388.000000 Penalty: 6022.895996
	Iteration 64Q: 3 clusters Score -2.482939e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 178014 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.482944e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 178868 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.482949e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 179637 members 
Entering Unmasked Estep 
Score: -24829522.000000 Penalty: 6022.895996
	Iteration 67Q: 3 clusters Score -2.482952e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 180346 members 
Entering Unmasked Estep 
Score: -24829468.000000 Penalty: 6022.895996
	Iteration 68Q: 3 clusters Score -2.482947e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 180956 members 
Entering Unmasked Estep 
Score: -24829514.000000 Penalty: 6022.895996
	Iteration 69Q: 3 clusters Score -2.482951e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 181484 members 
Entering Unmasked Estep 
Score: -24829536.000000 Penalty: 6022.895996
	Iteration 70Q: 3 clusters Score -2.482954e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 181939 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.482955e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 182346 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.482963e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 182689 members 
Entering Unmasked Estep 
Score: -24829666.000000 Penalty: 6022.895996
	Iteration 73Q: 3 clusters Score -2.482967e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 183004 members 
Entering Unmasked Estep 
Score: -24829734.000000 Penalty: 6022.895996
	Iteration 74Q: 3 clusters Score -2.482973e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 183287 members 
Entering Unmasked Estep 
Score: -24829782.000000 Penalty: 6022.895996
	Iteration 75Q: 3 clusters Score -2.482978e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 183540 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.482977e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 183758 members 
Entering Unmasked Estep 
Score: -24829656.000000 Penalty: 6022.895996
	Iteration 77Q: 3 clusters Score -2.482966e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 183979 members 
Entering Unmasked Estep 
Score: -24829632.000000 Penalty: 6022.895996
	Iteration 78Q: 3 clusters Score -2.482963e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 184164 members 
Entering Unmasked Estep 
Score: -24829604.000000 Penalty: 6022.895996
	Iteration 79Q: 3 clusters Score -2.48296e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 184337 members 
Entering Unmasked Estep 
Score: -24829632.000000 Penalty: 6022.895996
	Iteration 80F: 3 clusters Score -2.482963e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 184488 members 
Entering Unmasked Estep 
Score: -24829636.000000 Penalty: 6022.895996
	Iteration 81Q: 3 clusters Score -2.482964e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 184603 members 
Entering Unmasked Estep 
Score: -24829624.000000 Penalty: 6022.895996
	Iteration 82Q: 3 clusters Score -2.482962e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 184714 members 
Entering Unmasked Estep 
Score: -24829662.000000 Penalty: 6022.895996
	Iteration 83Q: 3 clusters Score -2.482966e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 184808 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.482963e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 184892 members 
Entering Unmasked Estep 
Score: -24829582.000000 Penalty: 6022.895996
	Iteration 85Q: 3 clusters Score -2.482958e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 184960 members 
Entering Unmasked Estep 
Score: -24829596.000000 Penalty: 6022.895996
	Iteration 86Q: 3 clusters Score -2.48296e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 185018 members 
Entering Unmasked Estep 
Score: -24829594.000000 Penalty: 6022.895996
	Iteration 87Q: 3 clusters Score -2.482959e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 185075 members 
Entering Unmasked Estep 
Score: -24829576.000000 Penalty: 6022.895996
	Iteration 88Q: 3 clusters Score -2.482958e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 185117 members 
Entering Unmasked Estep 
Score: -24829546.000000 Penalty: 6022.895996
	Iteration 89Q: 3 clusters Score -2.482955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 185159 members 
Entering Unmasked Estep 
Score: -24829526.000000 Penalty: 6022.895996
	Iteration 90Q: 3 clusters Score -2.482953e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 185204 members 
Entering Unmasked Estep 
Score: -24829512.000000 Penalty: 6022.895996
	Iteration 91Q: 3 clusters Score -2.482951e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 185234 members 
Entering Unmasked Estep 
Score: -24829498.000000 Penalty: 6022.895996
	Iteration 92Q: 3 clusters Score -2.48295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 185255 members 
Entering Unmasked Estep 
Score: -24829516.000000 Penalty: 6022.895996
	Iteration 93Q: 3 clusters Score -2.482952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 185273 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.482951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 185288 members 
Entering Unmasked Estep 
Score: -24829502.000000 Penalty: 6022.895996
	Iteration 95Q: 3 clusters Score -2.48295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.482952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 185313 members 
Entering Unmasked Estep 
Score: -24829518.000000 Penalty: 6022.895996
	Iteration 97Q: 3 clusters Score -2.482952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 185329 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.482951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 185349 members 
Entering Unmasked Estep 
Score: -24829530.000000 Penalty: 6022.895996
	Iteration 99Q: 3 clusters Score -2.482953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 185370 members 
Entering Unmasked Estep 
Score: -24829516.000000 Penalty: 6022.895996
	Iteration 100F: 3 clusters Score -2.482952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 185393 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.482953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 185408 members 
Entering Unmasked Estep 
Score: -24829522.000000 Penalty: 6022.895996
	Iteration 102Q: 3 clusters Score -2.482952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 185429 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.482953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 185442 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.482952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 185452 members 
Entering Unmasked Estep 
Score: -24829534.000000 Penalty: 6022.895996
	Iteration 105Q: 3 clusters Score -2.482953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 185461 members 
Entering Unmasked Estep 
Score: -24829528.000000 Penalty: 6022.895996
	Iteration 106Q: 3 clusters Score -2.482953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 185467 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.482953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 185475 members 
Entering Unmasked Estep 
Score: -24829520.000000 Penalty: 6022.895996
	Iteration 108Q: 3 clusters Score -2.482952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 185480 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.482952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 185486 members 
Entering Unmasked Estep 
Score: -24829504.000000 Penalty: 6022.895996
	Iteration 110Q: 3 clusters Score -2.48295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 185493 members 
Entering Unmasked Estep 
Score: -24829518.000000 Penalty: 6022.895996
	Iteration 111Q: 3 clusters Score -2.482952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 185500 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.482951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 185503 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.482952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 185507 members 
Entering Unmasked Estep 
Score: -24829514.000000 Penalty: 6022.895996
	Iteration 114Q: 3 clusters Score -2.482951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 185512 members 
Entering Unmasked Estep 
Score: -24829508.000000 Penalty: 6022.895996
	Iteration 115Q: 3 clusters Score -2.482951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 185513 members 
Entering Unmasked Estep 
Score: -24829488.000000 Penalty: 6022.895996
	Iteration 116Q: 3 clusters Score -2.482949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 185518 members 
Entering Unmasked Estep 
Score: -24829490.000000 Penalty: 6022.895996
	Iteration 117Q: 3 clusters Score -2.482949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 185524 members 
Entering Unmasked Estep 
Score: -24829500.000000 Penalty: 6022.895996
	Iteration 118Q: 3 clusters Score -2.48295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 185527 members 
Entering Unmasked Estep 
Score: -24829496.000000 Penalty: 6022.895996
	Iteration 119Q: 3 clusters Score -2.48295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 185527 members 
Entering Unmasked Estep 
Score: -24829504.000000 Penalty: 6022.895996
	Iteration 120F: 3 clusters Score -2.48295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 185531 members 
Entering Unmasked Estep 
Score: -24829496.000000 Penalty: 6022.895996
	Iteration 121Q: 3 clusters Score -2.48295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 185534 members 
Entering Unmasked Estep 
Score: -24829496.000000 Penalty: 6022.895996
	Iteration 122Q: 3 clusters Score -2.48295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 185545 members 
Entering Unmasked Estep 
Score: -24829492.000000 Penalty: 6022.895996
	Iteration 123Q: 3 clusters Score -2.482949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 185551 members 
Entering Unmasked Estep 
Score: -24829492.000000 Penalty: 6022.895996
	Iteration 124Q: 3 clusters Score -2.482949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 185556 members 
Entering Unmasked Estep 
Score: -24829494.000000 Penalty: 6022.895996
	Iteration 125Q: 3 clusters Score -2.482949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 185562 members 
Entering Unmasked Estep 
Score: -24829514.000000 Penalty: 6022.895996
	Iteration 126Q: 3 clusters Score -2.482951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 185566 members 
Entering Unmasked Estep 
Score: -24829528.000000 Penalty: 6022.895996
	Iteration 127Q: 3 clusters Score -2.482953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -24829500.000000 Penalty: 6022.895996
	Iteration 128Q: 3 clusters Score -2.48295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 185591 members 
Entering Unmasked Estep 
Score: -24829508.000000 Penalty: 6022.895996
	Iteration 129Q: 3 clusters Score -2.482951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 185598 members 
Entering Unmasked Estep 
Score: -24829516.000000 Penalty: 6022.895996
	Iteration 130Q: 3 clusters Score -2.482952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 185607 members 
Entering Unmasked Estep 
Score: -24829500.000000 Penalty: 6022.895996
	Iteration 131Q: 3 clusters Score -2.48295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 185614 members 
Entering Unmasked Estep 
Score: -24829498.000000 Penalty: 6022.895996
	Iteration 132Q: 3 clusters Score -2.48295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 185627 members 
Entering Unmasked Estep 
Score: -24829480.000000 Penalty: 6022.895996
	Iteration 133Q: 3 clusters Score -2.482948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 185639 members 
Entering Unmasked Estep 
Score: -24829476.000000 Penalty: 6022.895996
	Iteration 134Q: 3 clusters Score -2.482948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 185649 members 
Entering Unmasked Estep 
Score: -24829468.000000 Penalty: 6022.895996
	Iteration 135Q: 3 clusters Score -2.482947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 185653 members 
Entering Unmasked Estep 
Score: -24829454.000000 Penalty: 6022.895996
	Iteration 136Q: 3 clusters Score -2.482945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 185658 members 
Entering Unmasked Estep 
Score: -24829450.000000 Penalty: 6022.895996
	Iteration 137Q: 3 clusters Score -2.482945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 185660 members 
Entering Unmasked Estep 
Score: -24829464.000000 Penalty: 6022.895996
	Iteration 138Q: 3 clusters Score -2.482946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 185665 members 
Entering Unmasked Estep 
Score: -24829466.000000 Penalty: 6022.895996
	Iteration 139Q: 3 clusters Score -2.482947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 185668 members 
Entering Unmasked Estep 
Score: -24829468.000000 Penalty: 6022.895996
	Iteration 140F: 3 clusters Score -2.482947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 185672 members 
Entering Unmasked Estep 
Score: -24829474.000000 Penalty: 6022.895996
	Iteration 141Q: 3 clusters Score -2.482947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 185673 members 
Entering Unmasked Estep 
Score: -24829482.000000 Penalty: 6022.895996
	Iteration 142Q: 3 clusters Score -2.482948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 185676 members 
Entering Unmasked Estep 
Score: -24829466.000000 Penalty: 6022.895996
	Iteration 143Q: 3 clusters Score -2.482947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 185678 members 
Entering Unmasked Estep 
Score: -24829472.000000 Penalty: 6022.895996
	Iteration 144Q: 3 clusters Score -2.482947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 185678 members 
Entering Unmasked Estep 
Score: -24829472.000000 Penalty: 6022.895996
	Iteration 145F: 3 clusters Score -2.482947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -374414.312500 Penalty: 2008.463501
	Iteration 0F: 2 clusters Score -374414.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -370989.406250 Penalty: 4016.927002
	Iteration 0F: 3 clusters Score -370989.4 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -371778.250000 Penalty: 4016.927002
	Iteration 1F: 3 clusters Score -371778.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -372000.156250 Penalty: 4016.927002
	Iteration 2F: 3 clusters Score -372000.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -372124.312500 Penalty: 4016.927002
	Iteration 3F: 3 clusters Score -372124.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -372207.375000 Penalty: 4016.927002
	Iteration 4Q: 3 clusters Score -372207.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -372279.812500 Penalty: 4016.927002
	Iteration 5Q: 3 clusters Score -372279.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -372342.093750 Penalty: 4016.927002
	Iteration 6Q: 3 clusters Score -372342.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -372388.656250 Penalty: 4016.927002
	Iteration 7Q: 3 clusters Score -372388.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -372418.625000 Penalty: 4016.927002
	Iteration 8Q: 3 clusters Score -372418.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -372446.218750 Penalty: 4016.927002
	Iteration 9Q: 3 clusters Score -372446.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -372480.687500 Penalty: 4016.927002
	Iteration 10Q: 3 clusters Score -372480.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -372506.718750 Penalty: 4016.927002
	Iteration 11Q: 3 clusters Score -372506.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -372519.718750 Penalty: 4016.927002
	Iteration 12Q: 3 clusters Score -372519.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -372530.375000 Penalty: 4016.927002
	Iteration 13Q: 3 clusters Score -372530.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -372543.750000 Penalty: 4016.927002
	Iteration 14Q: 3 clusters Score -372543.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -372552.843750 Penalty: 4016.927002
	Iteration 15Q: 3 clusters Score -372552.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -372561.781250 Penalty: 4016.927002
	Iteration 16Q: 3 clusters Score -372561.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -372575.000000 Penalty: 4016.927002
	Iteration 17Q: 3 clusters Score -372575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -372589.781250 Penalty: 4016.927002
	Iteration 18Q: 3 clusters Score -372589.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -372610.031250 Penalty: 4016.927002
	Iteration 19Q: 3 clusters Score -372610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -372623.781250 Penalty: 4016.927002
	Iteration 20F: 3 clusters Score -372623.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -372634.281250 Penalty: 4016.927002
	Iteration 21Q: 3 clusters Score -372634.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -372642.468750 Penalty: 4016.927002
	Iteration 22Q: 3 clusters Score -372642.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -372648.187500 Penalty: 4016.927002
	Iteration 23Q: 3 clusters Score -372648.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -372659.968750 Penalty: 4016.927002
	Iteration 24Q: 3 clusters Score -372660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -372667.968750 Penalty: 4016.927002
	Iteration 25Q: 3 clusters Score -372668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -372674.531250 Penalty: 4016.927002
	Iteration 26Q: 3 clusters Score -372674.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -372678.843750 Penalty: 4016.927002
	Iteration 27Q: 3 clusters Score -372678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -372681.250000 Penalty: 4016.927002
	Iteration 28Q: 3 clusters Score -372681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -372681.531250 Penalty: 4016.927002
	Iteration 29Q: 3 clusters Score -372681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -372682.562500 Penalty: 4016.927002
	Iteration 30Q: 3 clusters Score -372682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -372683.343750 Penalty: 4016.927002
	Iteration 31Q: 3 clusters Score -372683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -372684.500000 Penalty: 4016.927002
	Iteration 32Q: 3 clusters Score -372684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -372686.218750 Penalty: 4016.927002
	Iteration 33Q: 3 clusters Score -372686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -372689.437500 Penalty: 4016.927002
	Iteration 34Q: 3 clusters Score -372689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -372691.062500 Penalty: 4016.927002
	Iteration 35Q: 3 clusters Score -372691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -372693.531250 Penalty: 4016.927002
	Iteration 36Q: 3 clusters Score -372693.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -372697.375000 Penalty: 4016.927002
	Iteration 37Q: 3 clusters Score -372697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -372700.062500 Penalty: 4016.927002
	Iteration 38Q: 3 clusters Score -372700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -372700.875000 Penalty: 4016.927002
	Iteration 39Q: 3 clusters Score -372700.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -372703.125000 Penalty: 4016.927002
	Iteration 40F: 3 clusters Score -372703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -372703.187500 Penalty: 4016.927002
	Iteration 41Q: 3 clusters Score -372703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -372704.281250 Penalty: 4016.927002
	Iteration 42Q: 3 clusters Score -372704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -372704.968750 Penalty: 4016.927002
	Iteration 43Q: 3 clusters Score -372705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -372706.250000 Penalty: 4016.927002
	Iteration 44Q: 3 clusters Score -372706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -372708.843750 Penalty: 4016.927002
	Iteration 45Q: 3 clusters Score -372708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -372713.468750 Penalty: 4016.927002
	Iteration 46Q: 3 clusters Score -372713.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -372718.968750 Penalty: 4016.927002
	Iteration 47Q: 3 clusters Score -372719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -372722.750000 Penalty: 4016.927002
	Iteration 48Q: 3 clusters Score -372722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -372725.593750 Penalty: 4016.927002
	Iteration 49Q: 3 clusters Score -372725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -372726.437500 Penalty: 4016.927002
	Iteration 50Q: 3 clusters Score -372726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -372726.937500 Penalty: 4016.927002
	Iteration 51Q: 3 clusters Score -372726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -372728.000000 Penalty: 4016.927002
	Iteration 52Q: 3 clusters Score -372728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -372729.375000 Penalty: 4016.927002
	Iteration 53Q: 3 clusters Score -372729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -372731.156250 Penalty: 4016.927002
	Iteration 54Q: 3 clusters Score -372731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -372732.718750 Penalty: 4016.927002
	Iteration 55Q: 3 clusters Score -372732.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -372733.500000 Penalty: 4016.927002
	Iteration 56Q: 3 clusters Score -372733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -372733.562500 Penalty: 4016.927002
	Iteration 57Q: 3 clusters Score -372733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -372733.562500 Penalty: 4016.927002
	Iteration 58F: 3 clusters Score -372733.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -477040.843750 Penalty: 2042.369507
	Iteration 0F: 2 clusters Score -477040.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -473282.500000 Penalty: 4084.739014
	Iteration 0F: 3 clusters Score -473282.5 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -474194.250000 Penalty: 4084.739014
	Iteration 1F: 3 clusters Score -474194.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -474427.468750 Penalty: 4084.739014
	Iteration 2F: 3 clusters Score -474427.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -474543.218750 Penalty: 4084.739014
	Iteration 3F: 3 clusters Score -474543.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -474653.406250 Penalty: 4084.739014
	Iteration 4Q: 3 clusters Score -474653.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -474765.718750 Penalty: 4084.739014
	Iteration 5Q: 3 clusters Score -474765.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -474893.000000 Penalty: 4084.739014
	Iteration 6Q: 3 clusters Score -474893 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -475054.312500 Penalty: 4084.739014
	Iteration 7Q: 3 clusters Score -475054.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -475183.500000 Penalty: 4084.739014
	Iteration 8Q: 3 clusters Score -475183.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -475304.437500 Penalty: 4084.739014
	Iteration 9Q: 3 clusters Score -475304.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -475430.687500 Penalty: 4084.739014
	Iteration 10Q: 3 clusters Score -475430.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -475544.031250 Penalty: 4084.739014
	Iteration 11Q: 3 clusters Score -475544 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -475639.093750 Penalty: 4084.739014
	Iteration 12Q: 3 clusters Score -475639.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -475699.093750 Penalty: 4084.739014
	Iteration 13Q: 3 clusters Score -475699.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -475742.312500 Penalty: 4084.739014
	Iteration 14Q: 3 clusters Score -475742.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -475780.625000 Penalty: 4084.739014
	Iteration 15Q: 3 clusters Score -475780.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -475801.062500 Penalty: 4084.739014
	Iteration 16Q: 3 clusters Score -475801.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -475815.031250 Penalty: 4084.739014
	Iteration 17Q: 3 clusters Score -475815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -475822.437500 Penalty: 4084.739014
	Iteration 18Q: 3 clusters Score -475822.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -475827.375000 Penalty: 4084.739014
	Iteration 19Q: 3 clusters Score -475827.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -475836.218750 Penalty: 4084.739014
	Iteration 20F: 3 clusters Score -475836.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -475847.000000 Penalty: 4084.739014
	Iteration 21Q: 3 clusters Score -475847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -475856.437500 Penalty: 4084.739014
	Iteration 22Q: 3 clusters Score -475856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -475865.500000 Penalty: 4084.739014
	Iteration 23Q: 3 clusters Score -475865.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -475874.125000 Penalty: 4084.739014
	Iteration 24Q: 3 clusters Score -475874.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -475877.343750 Penalty: 4084.739014
	Iteration 25Q: 3 clusters Score -475877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -475881.250000 Penalty: 4084.739014
	Iteration 26Q: 3 clusters Score -475881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -475885.093750 Penalty: 4084.739014
	Iteration 27Q: 3 clusters Score -475885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -475888.937500 Penalty: 4084.739014
	Iteration 28Q: 3 clusters Score -475888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -475894.187500 Penalty: 4084.739014
	Iteration 29Q: 3 clusters Score -475894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -475896.343750 Penalty: 4084.739014
	Iteration 30Q: 3 clusters Score -475896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -475896.343750 Penalty: 4084.739014
	Iteration 31F: 3 clusters Score -475896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Entering Unmasked Estep 
Score: -6183460.500000 Penalty: 2682.544922
	Iteration 0F: 2 clusters Score -6183460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -6149946.000000 Penalty: 5365.089844
	Iteration 0F: 3 clusters Score -6149946 nChanged 22989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -6162778.000000 Penalty: 5365.089844
	Iteration 1F: 3 clusters Score -6162778 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -6163348.000000 Penalty: 5365.089844
	Iteration 2Q: 3 clusters Score -6163348 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -6163958.000000 Penalty: 5365.089844
	Iteration 3Q: 3 clusters Score -6163958 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -6164543.000000 Penalty: 5365.089844
	Iteration 4Q: 3 clusters Score -6164543 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -6165242.500000 Penalty: 5365.089844
	Iteration 5Q: 3 clusters Score -6165242 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -6165977.000000 Penalty: 5365.089844
	Iteration 6Q: 3 clusters Score -6165977 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -6166899.500000 Penalty: 5365.089844
	Iteration 7Q: 3 clusters Score -6166900 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -6168003.000000 Penalty: 5365.089844
	Iteration 8Q: 3 clusters Score -6168003 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -6169471.500000 Penalty: 5365.089844
	Iteration 9F: 3 clusters Score -6169472 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -6171312.000000 Penalty: 5365.089844
	Iteration 10F: 3 clusters Score -6171312 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -6173395.500000 Penalty: 5365.089844
	Iteration 11F: 3 clusters Score -6173396 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -6175380.500000 Penalty: 5365.089844
	Iteration 12Q: 3 clusters Score -6175380 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -6176939.500000 Penalty: 5365.089844
	Iteration 13Q: 3 clusters Score -6176940 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -6177950.500000 Penalty: 5365.089844
	Iteration 14Q: 3 clusters Score -6177950 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -6178566.000000 Penalty: 5365.089844
	Iteration 15Q: 3 clusters Score -6178566 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -6178946.500000 Penalty: 5365.089844
	Iteration 16Q: 3 clusters Score -6178946 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -6179234.000000 Penalty: 5365.089844
	Iteration 17Q: 3 clusters Score -6179234 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -6179446.000000 Penalty: 5365.089844
	Iteration 18Q: 3 clusters Score -6179446 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -6179622.000000 Penalty: 5365.089844
	Iteration 19Q: 3 clusters Score -6179622 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -6179744.000000 Penalty: 5365.089844
	Iteration 20F: 3 clusters Score -6179744 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -6179849.500000 Penalty: 5365.089844
	Iteration 21Q: 3 clusters Score -6179850 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -6179989.000000 Penalty: 5365.089844
	Iteration 22Q: 3 clusters Score -6179989 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -6180076.500000 Penalty: 5365.089844
	Iteration 23Q: 3 clusters Score -6180076 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -6180176.500000 Penalty: 5365.089844
	Iteration 24Q: 3 clusters Score -6180176 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6180290.500000 Penalty: 5365.089844
	Iteration 25Q: 3 clusters Score -6180290 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -6180378.000000 Penalty: 5365.089844
	Iteration 26Q: 3 clusters Score -6180378 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -6180450.000000 Penalty: 5365.089844
	Iteration 27Q: 3 clusters Score -6180450 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -6180549.000000 Penalty: 5365.089844
	Iteration 28Q: 3 clusters Score -6180549 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -6180600.500000 Penalty: 5365.089844
	Iteration 29Q: 3 clusters Score -6180600 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6180678.500000 Penalty: 5365.089844
	Iteration 30Q: 3 clusters Score -6180678 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -6180732.500000 Penalty: 5365.089844
	Iteration 31Q: 3 clusters Score -6180732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -6180777.500000 Penalty: 5365.089844
	Iteration 32Q: 3 clusters Score -6180778 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -6180831.000000 Penalty: 5365.089844
	Iteration 33Q: 3 clusters Score -6180831 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6180861.500000 Penalty: 5365.089844
	Iteration 34Q: 3 clusters Score -6180862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -6180863.000000 Penalty: 5365.089844
	Iteration 35Q: 3 clusters Score -6180863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -6180889.000000 Penalty: 5365.089844
	Iteration 36Q: 3 clusters Score -6180889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -6180913.000000 Penalty: 5365.089844
	Iteration 37Q: 3 clusters Score -6180913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6180955.000000 Penalty: 5365.089844
	Iteration 38Q: 3 clusters Score -6180955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -6180976.000000 Penalty: 5365.089844
	Iteration 39Q: 3 clusters Score -6180976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -6181001.500000 Penalty: 5365.089844
	Iteration 40F: 3 clusters Score -6181002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -6181020.000000 Penalty: 5365.089844
	Iteration 41Q: 3 clusters Score -6181020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -6181030.000000 Penalty: 5365.089844
	Iteration 42Q: 3 clusters Score -6181030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -6181039.000000 Penalty: 5365.089844
	Iteration 43Q: 3 clusters Score -6181039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -6181047.500000 Penalty: 5365.089844
	Iteration 44Q: 3 clusters Score -6181048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -6181060.500000 Penalty: 5365.089844
	Iteration 45Q: 3 clusters Score -6181060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -6181077.500000 Penalty: 5365.089844
	Iteration 46Q: 3 clusters Score -6181078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -6181086.000000 Penalty: 5365.089844
	Iteration 47Q: 3 clusters Score -6181086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6181101.500000 Penalty: 5365.089844
	Iteration 48Q: 3 clusters Score -6181102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -6181106.500000 Penalty: 5365.089844
	Iteration 49Q: 3 clusters Score -6181106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -6181123.500000 Penalty: 5365.089844
	Iteration 50Q: 3 clusters Score -6181124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -6181123.500000 Penalty: 5365.089844
	Iteration 51Q: 3 clusters Score -6181124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -6181125.000000 Penalty: 5365.089844
	Iteration 52Q: 3 clusters Score -6181125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -6181126.500000 Penalty: 5365.089844
	Iteration 53Q: 3 clusters Score -6181126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -6181126.500000 Penalty: 5365.089844
	Iteration 54Q: 3 clusters Score -6181126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6181130.500000 Penalty: 5365.089844
	Iteration 55Q: 3 clusters Score -6181130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -6181135.000000 Penalty: 5365.089844
	Iteration 56Q: 3 clusters Score -6181135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -6181139.500000 Penalty: 5365.089844
	Iteration 57Q: 3 clusters Score -6181140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6181139.500000 Penalty: 5365.089844
	Iteration 58Q: 3 clusters Score -6181140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -6181149.500000 Penalty: 5365.089844
	Iteration 59Q: 3 clusters Score -6181150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -6181154.000000 Penalty: 5365.089844
	Iteration 60F: 3 clusters Score -6181154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6181151.500000 Penalty: 5365.089844
	Iteration 61Q: 3 clusters Score -6181152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -6181156.000000 Penalty: 5365.089844
	Iteration 62Q: 3 clusters Score -6181156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -6181164.000000 Penalty: 5365.089844
	Iteration 63Q: 3 clusters Score -6181164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6181164.500000 Penalty: 5365.089844
	Iteration 64Q: 3 clusters Score -6181164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -6181158.000000 Penalty: 5365.089844
	Iteration 65Q: 3 clusters Score -6181158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -6181152.500000 Penalty: 5365.089844
	Iteration 66Q: 3 clusters Score -6181152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -6181157.000000 Penalty: 5365.089844
	Iteration 67Q: 3 clusters Score -6181157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6181153.500000 Penalty: 5365.089844
	Iteration 68Q: 3 clusters Score -6181154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -6181155.500000 Penalty: 5365.089844
	Iteration 69Q: 3 clusters Score -6181156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -6181151.000000 Penalty: 5365.089844
	Iteration 70Q: 3 clusters Score -6181151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -6181158.000000 Penalty: 5365.089844
	Iteration 71Q: 3 clusters Score -6181158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -6181161.500000 Penalty: 5365.089844
	Iteration 72Q: 3 clusters Score -6181162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -6181164.000000 Penalty: 5365.089844
	Iteration 73Q: 3 clusters Score -6181164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -6181164.000000 Penalty: 5365.089844
	Iteration 74Q: 3 clusters Score -6181164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -6181159.000000 Penalty: 5365.089844
	Iteration 75Q: 3 clusters Score -6181159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -6181164.000000 Penalty: 5365.089844
	Iteration 76Q: 3 clusters Score -6181164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -6181163.000000 Penalty: 5365.089844
	Iteration 77Q: 3 clusters Score -6181163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -6181164.000000 Penalty: 5365.089844
	Iteration 78Q: 3 clusters Score -6181164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -6181167.000000 Penalty: 5365.089844
	Iteration 79Q: 3 clusters Score -6181167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -6181167.000000 Penalty: 5365.089844
	Iteration 80F: 3 clusters Score -6181167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -269195.906250 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -269195.9 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 1007 members 
Entering Unmasked Estep 
Score: -266565.875000 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -266565.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -267038.875000 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -267038.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -267183.968750 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -267184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -267261.500000 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -267261.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -267321.156250 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -267321.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -267369.250000 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -267369.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -267402.593750 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -267402.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -267434.156250 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -267434.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -267466.656250 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -267466.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -267496.843750 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -267496.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -267520.656250 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -267520.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -267541.156250 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -267541.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -267557.500000 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -267557.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -267570.187500 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -267570.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -267581.906250 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -267581.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -267587.000000 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -267587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -267592.281250 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -267592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -267596.156250 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -267596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -267601.593750 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -267601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -267605.937500 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -267605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -267608.718750 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -267608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -267610.812500 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -267610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -267614.343750 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -267614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -267618.437500 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -267618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -267623.750000 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -267623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -267624.687500 Penalty: 3784.468018
	Iteration 25Q: 3 clusters Score -267624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -267628.593750 Penalty: 3784.468018
	Iteration 26Q: 3 clusters Score -267628.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -267633.218750 Penalty: 3784.468018
	Iteration 27Q: 3 clusters Score -267633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -267636.125000 Penalty: 3784.468018
	Iteration 28Q: 3 clusters Score -267636.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -267639.625000 Penalty: 3784.468018
	Iteration 29Q: 3 clusters Score -267639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -267642.187500 Penalty: 3784.468018
	Iteration 30Q: 3 clusters Score -267642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -267644.500000 Penalty: 3784.468018
	Iteration 31Q: 3 clusters Score -267644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -267645.125000 Penalty: 3784.468018
	Iteration 32Q: 3 clusters Score -267645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -267645.843750 Penalty: 3784.468018
	Iteration 33Q: 3 clusters Score -267645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -267645.843750 Penalty: 3784.468018
	Iteration 34F: 3 clusters Score -267645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Entering Unmasked Estep 
Score: -7159980.500000 Penalty: 2700.824951
	Iteration 0F: 2 clusters Score -7159980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -7123908.500000 Penalty: 5401.649902
	Iteration 0F: 3 clusters Score -7123908 nChanged 24879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -7137522.500000 Penalty: 5401.649902
	Iteration 1F: 3 clusters Score -7137522 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -7138040.500000 Penalty: 5401.649902
	Iteration 2Q: 3 clusters Score -7138040 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -7138612.500000 Penalty: 5401.649902
	Iteration 3Q: 3 clusters Score -7138612 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -7139156.000000 Penalty: 5401.649902
	Iteration 4Q: 3 clusters Score -7139156 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -7139916.000000 Penalty: 5401.649902
	Iteration 5Q: 3 clusters Score -7139916 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -7140978.500000 Penalty: 5401.649902
	Iteration 6Q: 3 clusters Score -7140978 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -7142880.500000 Penalty: 5401.649902
	Iteration 7F: 3 clusters Score -7142880 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -7145584.000000 Penalty: 5401.649902
	Iteration 8F: 3 clusters Score -7145584 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -7149106.000000 Penalty: 5401.649902
	Iteration 9F: 3 clusters Score -7149106 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -7152784.000000 Penalty: 5401.649902
	Iteration 10F: 3 clusters Score -7152784 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -7155379.500000 Penalty: 5401.649902
	Iteration 11Q: 3 clusters Score -7155380 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -7156632.000000 Penalty: 5401.649902
	Iteration 12Q: 3 clusters Score -7156632 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -7157172.000000 Penalty: 5401.649902
	Iteration 13Q: 3 clusters Score -7157172 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -7157361.500000 Penalty: 5401.649902
	Iteration 14Q: 3 clusters Score -7157362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -7157488.500000 Penalty: 5401.649902
	Iteration 15Q: 3 clusters Score -7157488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -7157518.500000 Penalty: 5401.649902
	Iteration 16Q: 3 clusters Score -7157518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -7157563.500000 Penalty: 5401.649902
	Iteration 17Q: 3 clusters Score -7157564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -7157581.000000 Penalty: 5401.649902
	Iteration 18Q: 3 clusters Score -7157581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -7157617.500000 Penalty: 5401.649902
	Iteration 19Q: 3 clusters Score -7157618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -7157639.500000 Penalty: 5401.649902
	Iteration 20F: 3 clusters Score -7157640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -7157651.000000 Penalty: 5401.649902
	Iteration 21Q: 3 clusters Score -7157651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -7157663.500000 Penalty: 5401.649902
	Iteration 22Q: 3 clusters Score -7157664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -7157679.500000 Penalty: 5401.649902
	Iteration 23Q: 3 clusters Score -7157680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7157690.000000 Penalty: 5401.649902
	Iteration 24Q: 3 clusters Score -7157690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -7157697.500000 Penalty: 5401.649902
	Iteration 25Q: 3 clusters Score -7157698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -7157700.000000 Penalty: 5401.649902
	Iteration 26Q: 3 clusters Score -7157700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -7157702.500000 Penalty: 5401.649902
	Iteration 27Q: 3 clusters Score -7157702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -7157700.000000 Penalty: 5401.649902
	Iteration 28Q: 3 clusters Score -7157700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -7157710.500000 Penalty: 5401.649902
	Iteration 29Q: 3 clusters Score -7157710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7157707.500000 Penalty: 5401.649902
	Iteration 30Q: 3 clusters Score -7157708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7157707.500000 Penalty: 5401.649902
	Iteration 31F: 3 clusters Score -7157708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -57361.367188 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -57361.37 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 253 members 
Entering Unmasked Estep 
Score: -55870.933594 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -55870.93 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56203.156250 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -56203.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56444.648438 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -56444.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56584.039062 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -56584.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56682.363281 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -56682.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56864.355469 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -56864.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56976.570312 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -56976.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57072.597656 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -57072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57118.550781 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -57118.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57148.699219 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -57148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57163.250000 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -57163.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57163.250000 Penalty: 3075.452393
	Iteration 11F: 3 clusters Score -57163.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Entering Unmasked Estep 
Score: -1098450.250000 Penalty: 2250.793457
	Iteration 0F: 2 clusters Score -1098450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1091611.125000 Penalty: 4501.586914
	Iteration 0F: 3 clusters Score -1091611 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1093751.875000 Penalty: 4501.586914
	Iteration 1F: 3 clusters Score -1093752 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1094332.750000 Penalty: 4501.586914
	Iteration 2F: 3 clusters Score -1094333 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1094781.875000 Penalty: 4501.586914
	Iteration 3F: 3 clusters Score -1094782 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1095119.875000 Penalty: 4501.586914
	Iteration 4F: 3 clusters Score -1095120 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1095368.625000 Penalty: 4501.586914
	Iteration 5Q: 3 clusters Score -1095369 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1095592.625000 Penalty: 4501.586914
	Iteration 6Q: 3 clusters Score -1095593 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1095785.500000 Penalty: 4501.586914
	Iteration 7Q: 3 clusters Score -1095786 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1095962.625000 Penalty: 4501.586914
	Iteration 8Q: 3 clusters Score -1095963 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1096101.375000 Penalty: 4501.586914
	Iteration 9Q: 3 clusters Score -1096101 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1096225.250000 Penalty: 4501.586914
	Iteration 10Q: 3 clusters Score -1096225 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1096324.750000 Penalty: 4501.586914
	Iteration 11Q: 3 clusters Score -1096325 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1096403.500000 Penalty: 4501.586914
	Iteration 12Q: 3 clusters Score -1096404 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1096463.375000 Penalty: 4501.586914
	Iteration 13Q: 3 clusters Score -1096463 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1096504.625000 Penalty: 4501.586914
	Iteration 14Q: 3 clusters Score -1096505 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1096539.125000 Penalty: 4501.586914
	Iteration 15Q: 3 clusters Score -1096539 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1096559.500000 Penalty: 4501.586914
	Iteration 16Q: 3 clusters Score -1096560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1096575.875000 Penalty: 4501.586914
	Iteration 17Q: 3 clusters Score -1096576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1096585.875000 Penalty: 4501.586914
	Iteration 18Q: 3 clusters Score -1096586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1096599.625000 Penalty: 4501.586914
	Iteration 19Q: 3 clusters Score -1096600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1096606.875000 Penalty: 4501.586914
	Iteration 20F: 3 clusters Score -1096607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1096616.375000 Penalty: 4501.586914
	Iteration 21Q: 3 clusters Score -1096616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1096623.750000 Penalty: 4501.586914
	Iteration 22Q: 3 clusters Score -1096624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1096630.125000 Penalty: 4501.586914
	Iteration 23Q: 3 clusters Score -1096630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1096638.500000 Penalty: 4501.586914
	Iteration 24Q: 3 clusters Score -1096638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1096643.625000 Penalty: 4501.586914
	Iteration 25Q: 3 clusters Score -1096644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1096646.500000 Penalty: 4501.586914
	Iteration 26Q: 3 clusters Score -1096646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1096654.625000 Penalty: 4501.586914
	Iteration 27Q: 3 clusters Score -1096655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1096657.375000 Penalty: 4501.586914
	Iteration 28Q: 3 clusters Score -1096657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1096666.125000 Penalty: 4501.586914
	Iteration 29Q: 3 clusters Score -1096666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1096670.000000 Penalty: 4501.586914
	Iteration 30Q: 3 clusters Score -1096670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1096674.625000 Penalty: 4501.586914
	Iteration 31Q: 3 clusters Score -1096675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1096675.000000 Penalty: 4501.586914
	Iteration 32Q: 3 clusters Score -1096675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1096680.625000 Penalty: 4501.586914
	Iteration 33Q: 3 clusters Score -1096681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1096681.750000 Penalty: 4501.586914
	Iteration 34Q: 3 clusters Score -1096682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1096686.375000 Penalty: 4501.586914
	Iteration 35Q: 3 clusters Score -1096686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1096687.500000 Penalty: 4501.586914
	Iteration 36Q: 3 clusters Score -1096688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1096690.625000 Penalty: 4501.586914
	Iteration 37Q: 3 clusters Score -1096691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1096695.000000 Penalty: 4501.586914
	Iteration 38Q: 3 clusters Score -1096695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1096701.000000 Penalty: 4501.586914
	Iteration 39Q: 3 clusters Score -1096701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1096704.875000 Penalty: 4501.586914
	Iteration 40F: 3 clusters Score -1096705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1096707.625000 Penalty: 4501.586914
	Iteration 41Q: 3 clusters Score -1096708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1096710.875000 Penalty: 4501.586914
	Iteration 42Q: 3 clusters Score -1096711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1096712.375000 Penalty: 4501.586914
	Iteration 43Q: 3 clusters Score -1096712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1096715.250000 Penalty: 4501.586914
	Iteration 44Q: 3 clusters Score -1096715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1096716.500000 Penalty: 4501.586914
	Iteration 45Q: 3 clusters Score -1096716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1096722.125000 Penalty: 4501.586914
	Iteration 46Q: 3 clusters Score -1096722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1096726.750000 Penalty: 4501.586914
	Iteration 47Q: 3 clusters Score -1096727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1096730.625000 Penalty: 4501.586914
	Iteration 48Q: 3 clusters Score -1096731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1096735.000000 Penalty: 4501.586914
	Iteration 49Q: 3 clusters Score -1096735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1096738.875000 Penalty: 4501.586914
	Iteration 50Q: 3 clusters Score -1096739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1096740.375000 Penalty: 4501.586914
	Iteration 51Q: 3 clusters Score -1096740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1096748.125000 Penalty: 4501.586914
	Iteration 52Q: 3 clusters Score -1096748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1096751.625000 Penalty: 4501.586914
	Iteration 53Q: 3 clusters Score -1096752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1096754.625000 Penalty: 4501.586914
	Iteration 54Q: 3 clusters Score -1096755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1096757.000000 Penalty: 4501.586914
	Iteration 55Q: 3 clusters Score -1096757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1096757.625000 Penalty: 4501.586914
	Iteration 56Q: 3 clusters Score -1096758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1096761.875000 Penalty: 4501.586914
	Iteration 57Q: 3 clusters Score -1096762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1096766.000000 Penalty: 4501.586914
	Iteration 58Q: 3 clusters Score -1096766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1096765.375000 Penalty: 4501.586914
	Iteration 59Q: 3 clusters Score -1096765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1096770.000000 Penalty: 4501.586914
	Iteration 60F: 3 clusters Score -1096770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1096771.500000 Penalty: 4501.586914
	Iteration 61Q: 3 clusters Score -1096772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1096774.625000 Penalty: 4501.586914
	Iteration 62Q: 3 clusters Score -1096775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1096773.875000 Penalty: 4501.586914
	Iteration 63Q: 3 clusters Score -1096774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1096778.250000 Penalty: 4501.586914
	Iteration 64Q: 3 clusters Score -1096778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1096778.500000 Penalty: 4501.586914
	Iteration 65Q: 3 clusters Score -1096778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1096783.125000 Penalty: 4501.586914
	Iteration 66Q: 3 clusters Score -1096783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1096793.375000 Penalty: 4501.586914
	Iteration 67Q: 3 clusters Score -1096793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1096797.500000 Penalty: 4501.586914
	Iteration 68Q: 3 clusters Score -1096798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1096803.375000 Penalty: 4501.586914
	Iteration 69Q: 3 clusters Score -1096803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1096805.750000 Penalty: 4501.586914
	Iteration 70Q: 3 clusters Score -1096806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1096805.750000 Penalty: 4501.586914
	Iteration 71Q: 3 clusters Score -1096806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1096811.000000 Penalty: 4501.586914
	Iteration 72Q: 3 clusters Score -1096811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1096817.500000 Penalty: 4501.586914
	Iteration 73Q: 3 clusters Score -1096818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1096814.625000 Penalty: 4501.586914
	Iteration 74Q: 3 clusters Score -1096815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1096817.625000 Penalty: 4501.586914
	Iteration 75Q: 3 clusters Score -1096818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1096817.375000 Penalty: 4501.586914
	Iteration 76Q: 3 clusters Score -1096817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1096817.875000 Penalty: 4501.586914
	Iteration 77Q: 3 clusters Score -1096818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1096819.250000 Penalty: 4501.586914
	Iteration 78Q: 3 clusters Score -1096819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1096821.375000 Penalty: 4501.586914
	Iteration 79Q: 3 clusters Score -1096821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1096826.750000 Penalty: 4501.586914
	Iteration 80F: 3 clusters Score -1096827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1096826.500000 Penalty: 4501.586914
	Iteration 81Q: 3 clusters Score -1096826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1096828.000000 Penalty: 4501.586914
	Iteration 82Q: 3 clusters Score -1096828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1096829.750000 Penalty: 4501.586914
	Iteration 83Q: 3 clusters Score -1096830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1096828.500000 Penalty: 4501.586914
	Iteration 84Q: 3 clusters Score -1096828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1096828.125000 Penalty: 4501.586914
	Iteration 85Q: 3 clusters Score -1096828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1096827.875000 Penalty: 4501.586914
	Iteration 86Q: 3 clusters Score -1096828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1096828.625000 Penalty: 4501.586914
	Iteration 87Q: 3 clusters Score -1096829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1096827.875000 Penalty: 4501.586914
	Iteration 88Q: 3 clusters Score -1096828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1096828.750000 Penalty: 4501.586914
	Iteration 89Q: 3 clusters Score -1096829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1096828.000000 Penalty: 4501.586914
	Iteration 90Q: 3 clusters Score -1096828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1096829.000000 Penalty: 4501.586914
	Iteration 91Q: 3 clusters Score -1096829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1096828.875000 Penalty: 4501.586914
	Iteration 92Q: 3 clusters Score -1096829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1096828.625000 Penalty: 4501.586914
	Iteration 93Q: 3 clusters Score -1096829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1096829.000000 Penalty: 4501.586914
	Iteration 94Q: 3 clusters Score -1096829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1096830.125000 Penalty: 4501.586914
	Iteration 95Q: 3 clusters Score -1096830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1096831.000000 Penalty: 4501.586914
	Iteration 96Q: 3 clusters Score -1096831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1096832.000000 Penalty: 4501.586914
	Iteration 97Q: 3 clusters Score -1096832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1096834.000000 Penalty: 4501.586914
	Iteration 98Q: 3 clusters Score -1096834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1096837.250000 Penalty: 4501.586914
	Iteration 99Q: 3 clusters Score -1096837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1096840.250000 Penalty: 4501.586914
	Iteration 100F: 3 clusters Score -1096840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1096842.125000 Penalty: 4501.586914
	Iteration 101Q: 3 clusters Score -1096842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1096844.125000 Penalty: 4501.586914
	Iteration 102Q: 3 clusters Score -1096844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1096848.375000 Penalty: 4501.586914
	Iteration 103Q: 3 clusters Score -1096848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1096849.875000 Penalty: 4501.586914
	Iteration 104Q: 3 clusters Score -1096850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1096854.000000 Penalty: 4501.586914
	Iteration 105Q: 3 clusters Score -1096854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1096851.500000 Penalty: 4501.586914
	Iteration 106Q: 3 clusters Score -1096852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1096852.500000 Penalty: 4501.586914
	Iteration 107Q: 3 clusters Score -1096852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1096854.625000 Penalty: 4501.586914
	Iteration 108Q: 3 clusters Score -1096855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1096854.875000 Penalty: 4501.586914
	Iteration 109Q: 3 clusters Score -1096855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1096855.750000 Penalty: 4501.586914
	Iteration 110Q: 3 clusters Score -1096856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1096857.500000 Penalty: 4501.586914
	Iteration 111Q: 3 clusters Score -1096858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1096857.500000 Penalty: 4501.586914
	Iteration 112Q: 3 clusters Score -1096858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1096860.375000 Penalty: 4501.586914
	Iteration 113Q: 3 clusters Score -1096860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1096865.250000 Penalty: 4501.586914
	Iteration 114Q: 3 clusters Score -1096865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1096868.500000 Penalty: 4501.586914
	Iteration 115Q: 3 clusters Score -1096868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1096869.375000 Penalty: 4501.586914
	Iteration 116Q: 3 clusters Score -1096869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1096874.375000 Penalty: 4501.586914
	Iteration 117Q: 3 clusters Score -1096874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1096875.500000 Penalty: 4501.586914
	Iteration 118Q: 3 clusters Score -1096876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1096878.500000 Penalty: 4501.586914
	Iteration 119Q: 3 clusters Score -1096878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1096877.125000 Penalty: 4501.586914
	Iteration 120F: 3 clusters Score -1096877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1096881.125000 Penalty: 4501.586914
	Iteration 121Q: 3 clusters Score -1096881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1096880.500000 Penalty: 4501.586914
	Iteration 122Q: 3 clusters Score -1096880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1096880.250000 Penalty: 4501.586914
	Iteration 123Q: 3 clusters Score -1096880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1096886.125000 Penalty: 4501.586914
	Iteration 124Q: 3 clusters Score -1096886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1096886.750000 Penalty: 4501.586914
	Iteration 125Q: 3 clusters Score -1096887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1096886.750000 Penalty: 4501.586914
	Iteration 126Q: 3 clusters Score -1096887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1096884.750000 Penalty: 4501.586914
	Iteration 127Q: 3 clusters Score -1096885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1096887.625000 Penalty: 4501.586914
	Iteration 128Q: 3 clusters Score -1096888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1096887.625000 Penalty: 4501.586914
	Iteration 129F: 3 clusters Score -1096888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Entering Unmasked Estep 
Score: -4880066.000000 Penalty: 2603.244141
	Iteration 0F: 2 clusters Score -4880066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4855505.500000 Penalty: 5206.488281
	Iteration 0F: 3 clusters Score -4855506 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4864267.000000 Penalty: 5206.488281
	Iteration 1F: 3 clusters Score -4864267 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4864673.500000 Penalty: 5206.488281
	Iteration 2Q: 3 clusters Score -4864674 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4865117.000000 Penalty: 5206.488281
	Iteration 3Q: 3 clusters Score -4865117 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4865681.000000 Penalty: 5206.488281
	Iteration 4Q: 3 clusters Score -4865681 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4866391.500000 Penalty: 5206.488281
	Iteration 5Q: 3 clusters Score -4866392 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4867343.000000 Penalty: 5206.488281
	Iteration 6F: 3 clusters Score -4867343 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4868604.000000 Penalty: 5206.488281
	Iteration 7F: 3 clusters Score -4868604 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4870207.500000 Penalty: 5206.488281
	Iteration 8F: 3 clusters Score -4870208 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -4872032.500000 Penalty: 5206.488281
	Iteration 9F: 3 clusters Score -4872032 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -4873735.000000 Penalty: 5206.488281
	Iteration 10F: 3 clusters Score -4873735 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -4874948.500000 Penalty: 5206.488281
	Iteration 11Q: 3 clusters Score -4874948 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4875728.500000 Penalty: 5206.488281
	Iteration 12Q: 3 clusters Score -4875728 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4876172.500000 Penalty: 5206.488281
	Iteration 13Q: 3 clusters Score -4876172 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4876482.500000 Penalty: 5206.488281
	Iteration 14Q: 3 clusters Score -4876482 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4876732.000000 Penalty: 5206.488281
	Iteration 15Q: 3 clusters Score -4876732 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4876979.000000 Penalty: 5206.488281
	Iteration 16Q: 3 clusters Score -4876979 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4877120.000000 Penalty: 5206.488281
	Iteration 17Q: 3 clusters Score -4877120 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4877257.000000 Penalty: 5206.488281
	Iteration 18Q: 3 clusters Score -4877257 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4877364.500000 Penalty: 5206.488281
	Iteration 19Q: 3 clusters Score -4877364 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4877467.000000 Penalty: 5206.488281
	Iteration 20F: 3 clusters Score -4877467 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4877543.000000 Penalty: 5206.488281
	Iteration 21Q: 3 clusters Score -4877543 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4877593.500000 Penalty: 5206.488281
	Iteration 22Q: 3 clusters Score -4877594 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4877648.000000 Penalty: 5206.488281
	Iteration 23Q: 3 clusters Score -4877648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4877679.000000 Penalty: 5206.488281
	Iteration 24Q: 3 clusters Score -4877679 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -4877718.500000 Penalty: 5206.488281
	Iteration 25Q: 3 clusters Score -4877718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4877736.500000 Penalty: 5206.488281
	Iteration 26Q: 3 clusters Score -4877736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4877761.000000 Penalty: 5206.488281
	Iteration 27Q: 3 clusters Score -4877761 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4877785.000000 Penalty: 5206.488281
	Iteration 28Q: 3 clusters Score -4877785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4877791.500000 Penalty: 5206.488281
	Iteration 29Q: 3 clusters Score -4877792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4877816.000000 Penalty: 5206.488281
	Iteration 30Q: 3 clusters Score -4877816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4877827.000000 Penalty: 5206.488281
	Iteration 31Q: 3 clusters Score -4877827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4877830.500000 Penalty: 5206.488281
	Iteration 32Q: 3 clusters Score -4877830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4877855.500000 Penalty: 5206.488281
	Iteration 33Q: 3 clusters Score -4877856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4877863.000000 Penalty: 5206.488281
	Iteration 34Q: 3 clusters Score -4877863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4877868.000000 Penalty: 5206.488281
	Iteration 35Q: 3 clusters Score -4877868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4877882.000000 Penalty: 5206.488281
	Iteration 36Q: 3 clusters Score -4877882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -4877888.000000 Penalty: 5206.488281
	Iteration 37Q: 3 clusters Score -4877888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4877905.000000 Penalty: 5206.488281
	Iteration 38Q: 3 clusters Score -4877905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4877916.000000 Penalty: 5206.488281
	Iteration 39Q: 3 clusters Score -4877916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -4877918.500000 Penalty: 5206.488281
	Iteration 40F: 3 clusters Score -4877918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4877934.000000 Penalty: 5206.488281
	Iteration 41Q: 3 clusters Score -4877934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4877930.000000 Penalty: 5206.488281
	Iteration 42Q: 3 clusters Score -4877930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4877937.500000 Penalty: 5206.488281
	Iteration 43Q: 3 clusters Score -4877938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -4877936.000000 Penalty: 5206.488281
	Iteration 44Q: 3 clusters Score -4877936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4877933.000000 Penalty: 5206.488281
	Iteration 45Q: 3 clusters Score -4877933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4877934.000000 Penalty: 5206.488281
	Iteration 46Q: 3 clusters Score -4877934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -4877933.500000 Penalty: 5206.488281
	Iteration 47Q: 3 clusters Score -4877934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -4877942.500000 Penalty: 5206.488281
	Iteration 48Q: 3 clusters Score -4877942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4877942.500000 Penalty: 5206.488281
	Iteration 49Q: 3 clusters Score -4877942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4877945.500000 Penalty: 5206.488281
	Iteration 50Q: 3 clusters Score -4877946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4877942.500000 Penalty: 5206.488281
	Iteration 51Q: 3 clusters Score -4877942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4877940.500000 Penalty: 5206.488281
	Iteration 52Q: 3 clusters Score -4877940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4877946.500000 Penalty: 5206.488281
	Iteration 53Q: 3 clusters Score -4877946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4877951.000000 Penalty: 5206.488281
	Iteration 54Q: 3 clusters Score -4877951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4877948.000000 Penalty: 5206.488281
	Iteration 55Q: 3 clusters Score -4877948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4877943.000000 Penalty: 5206.488281
	Iteration 56Q: 3 clusters Score -4877943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4877944.000000 Penalty: 5206.488281
	Iteration 57Q: 3 clusters Score -4877944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4877945.000000 Penalty: 5206.488281
	Iteration 58Q: 3 clusters Score -4877945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4877947.000000 Penalty: 5206.488281
	Iteration 59Q: 3 clusters Score -4877947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4877947.000000 Penalty: 5206.488281
	Iteration 60F: 3 clusters Score -4877947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4877953.000000 Penalty: 5206.488281
	Iteration 61Q: 3 clusters Score -4877953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4877946.500000 Penalty: 5206.488281
	Iteration 62Q: 3 clusters Score -4877946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4877945.000000 Penalty: 5206.488281
	Iteration 63Q: 3 clusters Score -4877945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4877945.000000 Penalty: 5206.488281
	Iteration 64F: 3 clusters Score -4877945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Entering Unmasked Estep 
Score: -5839964.500000 Penalty: 2650.172119
	Iteration 0F: 2 clusters Score -5839964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5810528.000000 Penalty: 5300.344238
	Iteration 0F: 3 clusters Score -5810528 nChanged 20040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -5821374.000000 Penalty: 5300.344238
	Iteration 1F: 3 clusters Score -5821374 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -5821870.500000 Penalty: 5300.344238
	Iteration 2Q: 3 clusters Score -5821870 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -5822297.000000 Penalty: 5300.344238
	Iteration 3Q: 3 clusters Score -5822297 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -5822665.500000 Penalty: 5300.344238
	Iteration 4Q: 3 clusters Score -5822666 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -5823032.000000 Penalty: 5300.344238
	Iteration 5Q: 3 clusters Score -5823032 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5823355.500000 Penalty: 5300.344238
	Iteration 6Q: 3 clusters Score -5823356 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -5823680.500000 Penalty: 5300.344238
	Iteration 7Q: 3 clusters Score -5823680 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -5824028.000000 Penalty: 5300.344238
	Iteration 8Q: 3 clusters Score -5824028 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5824456.500000 Penalty: 5300.344238
	Iteration 9Q: 3 clusters Score -5824456 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5825099.000000 Penalty: 5300.344238
	Iteration 10Q: 3 clusters Score -5825099 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5826065.000000 Penalty: 5300.344238
	Iteration 11Q: 3 clusters Score -5826065 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -5827410.500000 Penalty: 5300.344238
	Iteration 12Q: 3 clusters Score -5827410 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -5828904.000000 Penalty: 5300.344238
	Iteration 13F: 3 clusters Score -5828904 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5830126.000000 Penalty: 5300.344238
	Iteration 14Q: 3 clusters Score -5830126 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5830764.000000 Penalty: 5300.344238
	Iteration 15Q: 3 clusters Score -5830764 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -5831096.500000 Penalty: 5300.344238
	Iteration 16Q: 3 clusters Score -5831096 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -5831335.000000 Penalty: 5300.344238
	Iteration 17Q: 3 clusters Score -5831335 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -5831528.000000 Penalty: 5300.344238
	Iteration 18Q: 3 clusters Score -5831528 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -5831710.000000 Penalty: 5300.344238
	Iteration 19Q: 3 clusters Score -5831710 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -5831874.500000 Penalty: 5300.344238
	Iteration 20F: 3 clusters Score -5831874 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -5832044.000000 Penalty: 5300.344238
	Iteration 21Q: 3 clusters Score -5832044 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -5832265.000000 Penalty: 5300.344238
	Iteration 22Q: 3 clusters Score -5832265 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -5832447.500000 Penalty: 5300.344238
	Iteration 23Q: 3 clusters Score -5832448 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -5832640.000000 Penalty: 5300.344238
	Iteration 24Q: 3 clusters Score -5832640 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5832817.000000 Penalty: 5300.344238
	Iteration 25Q: 3 clusters Score -5832817 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -5833038.500000 Penalty: 5300.344238
	Iteration 26Q: 3 clusters Score -5833038 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -5833263.000000 Penalty: 5300.344238
	Iteration 27Q: 3 clusters Score -5833263 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5833540.500000 Penalty: 5300.344238
	Iteration 28Q: 3 clusters Score -5833540 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -5833832.000000 Penalty: 5300.344238
	Iteration 29Q: 3 clusters Score -5833832 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -5834097.500000 Penalty: 5300.344238
	Iteration 30Q: 3 clusters Score -5834098 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -5834421.000000 Penalty: 5300.344238
	Iteration 31Q: 3 clusters Score -5834421 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -5834769.000000 Penalty: 5300.344238
	Iteration 32Q: 3 clusters Score -5834769 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -5835119.500000 Penalty: 5300.344238
	Iteration 33Q: 3 clusters Score -5835120 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -5835411.000000 Penalty: 5300.344238
	Iteration 34Q: 3 clusters Score -5835411 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -5835736.000000 Penalty: 5300.344238
	Iteration 35Q: 3 clusters Score -5835736 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -5836005.500000 Penalty: 5300.344238
	Iteration 36Q: 3 clusters Score -5836006 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5836269.500000 Penalty: 5300.344238
	Iteration 37Q: 3 clusters Score -5836270 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5836520.500000 Penalty: 5300.344238
	Iteration 38Q: 3 clusters Score -5836520 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5836740.500000 Penalty: 5300.344238
	Iteration 39Q: 3 clusters Score -5836740 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5836933.000000 Penalty: 5300.344238
	Iteration 40F: 3 clusters Score -5836933 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5837081.000000 Penalty: 5300.344238
	Iteration 41Q: 3 clusters Score -5837081 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5837211.000000 Penalty: 5300.344238
	Iteration 42Q: 3 clusters Score -5837211 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5837326.000000 Penalty: 5300.344238
	Iteration 43Q: 3 clusters Score -5837326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5837405.000000 Penalty: 5300.344238
	Iteration 44Q: 3 clusters Score -5837405 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5837497.000000 Penalty: 5300.344238
	Iteration 45Q: 3 clusters Score -5837497 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5837541.000000 Penalty: 5300.344238
	Iteration 46Q: 3 clusters Score -5837541 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5837596.000000 Penalty: 5300.344238
	Iteration 47Q: 3 clusters Score -5837596 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5837626.000000 Penalty: 5300.344238
	Iteration 48Q: 3 clusters Score -5837626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5837659.000000 Penalty: 5300.344238
	Iteration 49Q: 3 clusters Score -5837659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5837691.500000 Penalty: 5300.344238
	Iteration 50Q: 3 clusters Score -5837692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5837706.000000 Penalty: 5300.344238
	Iteration 51Q: 3 clusters Score -5837706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5837735.000000 Penalty: 5300.344238
	Iteration 52Q: 3 clusters Score -5837735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5837746.000000 Penalty: 5300.344238
	Iteration 53Q: 3 clusters Score -5837746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5837771.000000 Penalty: 5300.344238
	Iteration 54Q: 3 clusters Score -5837771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5837780.000000 Penalty: 5300.344238
	Iteration 55Q: 3 clusters Score -5837780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5837790.000000 Penalty: 5300.344238
	Iteration 56Q: 3 clusters Score -5837790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5837794.000000 Penalty: 5300.344238
	Iteration 57Q: 3 clusters Score -5837794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5837788.000000 Penalty: 5300.344238
	Iteration 58Q: 3 clusters Score -5837788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5837788.500000 Penalty: 5300.344238
	Iteration 59Q: 3 clusters Score -5837788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5837797.500000 Penalty: 5300.344238
	Iteration 60F: 3 clusters Score -5837798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5837796.500000 Penalty: 5300.344238
	Iteration 61Q: 3 clusters Score -5837796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5837796.500000 Penalty: 5300.344238
	Iteration 62Q: 3 clusters Score -5837796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5837798.500000 Penalty: 5300.344238
	Iteration 63Q: 3 clusters Score -5837798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5837798.000000 Penalty: 5300.344238
	Iteration 64Q: 3 clusters Score -5837798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5837790.000000 Penalty: 5300.344238
	Iteration 65Q: 3 clusters Score -5837790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5837790.000000 Penalty: 5300.344238
	Iteration 66F: 3 clusters Score -5837790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Entering Unmasked Estep 
Score: -7259304.000000 Penalty: 2708.138428
	Iteration 0F: 2 clusters Score -7259304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -7222155.500000 Penalty: 5416.276855
	Iteration 0F: 3 clusters Score -7222156 nChanged 25682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -7236408.500000 Penalty: 5416.276855
	Iteration 1F: 3 clusters Score -7236408 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -7237143.000000 Penalty: 5416.276855
	Iteration 2Q: 3 clusters Score -7237143 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -7238287.000000 Penalty: 5416.276855
	Iteration 3Q: 3 clusters Score -7238287 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -7239854.500000 Penalty: 5416.276855
	Iteration 4F: 3 clusters Score -7239854 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -7242138.500000 Penalty: 5416.276855
	Iteration 5F: 3 clusters Score -7242138 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -7244840.500000 Penalty: 5416.276855
	Iteration 6F: 3 clusters Score -7244840 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -7247620.500000 Penalty: 5416.276855
	Iteration 7F: 3 clusters Score -7247620 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -7250056.000000 Penalty: 5416.276855
	Iteration 8F: 3 clusters Score -7250056 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -7252058.500000 Penalty: 5416.276855
	Iteration 9Q: 3 clusters Score -7252058 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -7253379.000000 Penalty: 5416.276855
	Iteration 10Q: 3 clusters Score -7253379 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -7254297.000000 Penalty: 5416.276855
	Iteration 11Q: 3 clusters Score -7254297 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -7254872.500000 Penalty: 5416.276855
	Iteration 12Q: 3 clusters Score -7254872 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -7255278.500000 Penalty: 5416.276855
	Iteration 13Q: 3 clusters Score -7255278 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7255590.500000 Penalty: 5416.276855
	Iteration 14Q: 3 clusters Score -7255590 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -7255916.000000 Penalty: 5416.276855
	Iteration 15Q: 3 clusters Score -7255916 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -7256197.500000 Penalty: 5416.276855
	Iteration 16Q: 3 clusters Score -7256198 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7256409.500000 Penalty: 5416.276855
	Iteration 17Q: 3 clusters Score -7256410 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7256567.500000 Penalty: 5416.276855
	Iteration 18Q: 3 clusters Score -7256568 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -7256713.000000 Penalty: 5416.276855
	Iteration 19Q: 3 clusters Score -7256713 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7256802.500000 Penalty: 5416.276855
	Iteration 20F: 3 clusters Score -7256802 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7256868.000000 Penalty: 5416.276855
	Iteration 21Q: 3 clusters Score -7256868 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7256936.500000 Penalty: 5416.276855
	Iteration 22Q: 3 clusters Score -7256936 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7256965.500000 Penalty: 5416.276855
	Iteration 23Q: 3 clusters Score -7256966 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7257018.500000 Penalty: 5416.276855
	Iteration 24Q: 3 clusters Score -7257018 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7257036.000000 Penalty: 5416.276855
	Iteration 25Q: 3 clusters Score -7257036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7257060.500000 Penalty: 5416.276855
	Iteration 26Q: 3 clusters Score -7257060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7257074.000000 Penalty: 5416.276855
	Iteration 27Q: 3 clusters Score -7257074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7257098.000000 Penalty: 5416.276855
	Iteration 28Q: 3 clusters Score -7257098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7257121.500000 Penalty: 5416.276855
	Iteration 29Q: 3 clusters Score -7257122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7257144.500000 Penalty: 5416.276855
	Iteration 30Q: 3 clusters Score -7257144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7257166.500000 Penalty: 5416.276855
	Iteration 31Q: 3 clusters Score -7257166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7257190.000000 Penalty: 5416.276855
	Iteration 32Q: 3 clusters Score -7257190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7257198.000000 Penalty: 5416.276855
	Iteration 33Q: 3 clusters Score -7257198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7257204.000000 Penalty: 5416.276855
	Iteration 34Q: 3 clusters Score -7257204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7257220.000000 Penalty: 5416.276855
	Iteration 35Q: 3 clusters Score -7257220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7257217.000000 Penalty: 5416.276855
	Iteration 36Q: 3 clusters Score -7257217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7257210.000000 Penalty: 5416.276855
	Iteration 37Q: 3 clusters Score -7257210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7257218.500000 Penalty: 5416.276855
	Iteration 38Q: 3 clusters Score -7257218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7257220.000000 Penalty: 5416.276855
	Iteration 39Q: 3 clusters Score -7257220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7257215.000000 Penalty: 5416.276855
	Iteration 40F: 3 clusters Score -7257215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7257219.000000 Penalty: 5416.276855
	Iteration 41Q: 3 clusters Score -7257219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7257227.000000 Penalty: 5416.276855
	Iteration 42Q: 3 clusters Score -7257227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7257243.000000 Penalty: 5416.276855
	Iteration 43Q: 3 clusters Score -7257243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7257231.000000 Penalty: 5416.276855
	Iteration 44Q: 3 clusters Score -7257231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7257244.500000 Penalty: 5416.276855
	Iteration 45Q: 3 clusters Score -7257244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7257251.500000 Penalty: 5416.276855
	Iteration 46Q: 3 clusters Score -7257252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7257255.000000 Penalty: 5416.276855
	Iteration 47Q: 3 clusters Score -7257255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7257257.500000 Penalty: 5416.276855
	Iteration 48Q: 3 clusters Score -7257258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7257264.000000 Penalty: 5416.276855
	Iteration 49Q: 3 clusters Score -7257264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7257277.000000 Penalty: 5416.276855
	Iteration 50Q: 3 clusters Score -7257277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7257274.000000 Penalty: 5416.276855
	Iteration 51Q: 3 clusters Score -7257274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7257275.500000 Penalty: 5416.276855
	Iteration 52Q: 3 clusters Score -7257276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7257274.000000 Penalty: 5416.276855
	Iteration 53Q: 3 clusters Score -7257274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7257265.500000 Penalty: 5416.276855
	Iteration 54Q: 3 clusters Score -7257266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7257265.000000 Penalty: 5416.276855
	Iteration 55Q: 3 clusters Score -7257265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7257275.500000 Penalty: 5416.276855
	Iteration 56Q: 3 clusters Score -7257276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7257290.500000 Penalty: 5416.276855
	Iteration 57Q: 3 clusters Score -7257290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7257289.000000 Penalty: 5416.276855
	Iteration 58Q: 3 clusters Score -7257289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7257278.000000 Penalty: 5416.276855
	Iteration 59Q: 3 clusters Score -7257278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7257286.000000 Penalty: 5416.276855
	Iteration 60F: 3 clusters Score -7257286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7257288.500000 Penalty: 5416.276855
	Iteration 61Q: 3 clusters Score -7257288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7257291.500000 Penalty: 5416.276855
	Iteration 62Q: 3 clusters Score -7257292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7257297.000000 Penalty: 5416.276855
	Iteration 63Q: 3 clusters Score -7257297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7257297.500000 Penalty: 5416.276855
	Iteration 64Q: 3 clusters Score -7257298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7257298.000000 Penalty: 5416.276855
	Iteration 65Q: 3 clusters Score -7257298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7257298.000000 Penalty: 5416.276855
	Iteration 66F: 3 clusters Score -7257298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Entering Unmasked Estep 
Score: -432072.750000 Penalty: 2019.087402
	Iteration 0F: 2 clusters Score -432072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -428509.593750 Penalty: 4038.174805
	Iteration 0F: 3 clusters Score -428509.6 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -429335.062500 Penalty: 4038.174805
	Iteration 1F: 3 clusters Score -429335.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -429593.875000 Penalty: 4038.174805
	Iteration 2F: 3 clusters Score -429593.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -429906.500000 Penalty: 4038.174805
	Iteration 3F: 3 clusters Score -429906.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -430397.625000 Penalty: 4038.174805
	Iteration 4F: 3 clusters Score -430397.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -431153.500000 Penalty: 4038.174805
	Iteration 5F: 3 clusters Score -431153.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -431876.031250 Penalty: 4038.174805
	Iteration 6F: 3 clusters Score -431876 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -432231.656250 Penalty: 4038.174805
	Iteration 7F: 3 clusters Score -432231.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -432350.718750 Penalty: 4038.174805
	Iteration 8Q: 3 clusters Score -432350.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -432422.312500 Penalty: 4038.174805
	Iteration 9Q: 3 clusters Score -432422.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -432537.968750 Penalty: 4038.174805
	Iteration 10Q: 3 clusters Score -432538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -432616.437500 Penalty: 4038.174805
	Iteration 11Q: 3 clusters Score -432616.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -432630.500000 Penalty: 4038.174805
	Iteration 12Q: 3 clusters Score -432630.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -432635.500000 Penalty: 4038.174805
	Iteration 13Q: 3 clusters Score -432635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -432638.031250 Penalty: 4038.174805
	Iteration 14Q: 3 clusters Score -432638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -432640.656250 Penalty: 4038.174805
	Iteration 15Q: 3 clusters Score -432640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -432640.656250 Penalty: 4038.174805
	Iteration 16F: 3 clusters Score -432640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15086 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216707 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 49847 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53660 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55266 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42675 members 
Mstep: Class 23 contains 20487 members 
Mstep: Class 24 contains 26042 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 191819 members 
Mstep: Class 30 contains 1432 members 
Entering Unmasked Estep 
Score: -133257264.000000 Penalty: 102991.429688
Splitting cluster 19 changes total score from -133258008.000000 to -133257264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -768322.687500 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -768322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -763343.687500 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -763343.7 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -764551.062500 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -764551.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -764763.250000 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -764763.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -764893.062500 Penalty: 4282.506836
	Iteration 3Q: 3 clusters Score -764893.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -764975.437500 Penalty: 4282.506836
	Iteration 4Q: 3 clusters Score -764975.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -765026.875000 Penalty: 4282.506836
	Iteration 5Q: 3 clusters Score -765026.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -765073.687500 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -765073.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -765116.000000 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -765116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -765145.812500 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -765145.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -765177.875000 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -765177.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -765207.562500 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -765207.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -765234.000000 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -765234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -765263.437500 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -765263.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -765295.187500 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -765295.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -765325.687500 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -765325.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -765369.437500 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -765369.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -765407.312500 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -765407.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -765443.312500 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -765443.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -765472.312500 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -765472.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -765501.062500 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -765501.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -765544.812500 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -765544.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -765589.125000 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -765589.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -765635.125000 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -765635.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -765698.250000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -765698.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -765763.062500 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -765763.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -765828.250000 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -765828.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -765897.812500 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -765897.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -765959.437500 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -765959.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -766012.000000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -766012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -766055.125000 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -766055.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -766105.812500 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -766105.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -766154.062500 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -766154.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -766194.000000 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -766194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -766224.000000 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -766224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -766243.062500 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -766243.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -766261.687500 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -766261.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -766278.500000 Penalty: 4282.506836
	Iteration 36Q: 3 clusters Score -766278.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -766290.750000 Penalty: 4282.506836
	Iteration 37Q: 3 clusters Score -766290.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -766302.250000 Penalty: 4282.506836
	Iteration 38Q: 3 clusters Score -766302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -766313.750000 Penalty: 4282.506836
	Iteration 39Q: 3 clusters Score -766313.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -766320.375000 Penalty: 4282.506836
	Iteration 40F: 3 clusters Score -766320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -766329.125000 Penalty: 4282.506836
	Iteration 41Q: 3 clusters Score -766329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -766335.062500 Penalty: 4282.506836
	Iteration 42Q: 3 clusters Score -766335.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -766341.437500 Penalty: 4282.506836
	Iteration 43Q: 3 clusters Score -766341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -766350.437500 Penalty: 4282.506836
	Iteration 44Q: 3 clusters Score -766350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -766357.562500 Penalty: 4282.506836
	Iteration 45Q: 3 clusters Score -766357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -766360.312500 Penalty: 4282.506836
	Iteration 46Q: 3 clusters Score -766360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -766365.500000 Penalty: 4282.506836
	Iteration 47Q: 3 clusters Score -766365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -766367.875000 Penalty: 4282.506836
	Iteration 48Q: 3 clusters Score -766367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -766369.000000 Penalty: 4282.506836
	Iteration 49Q: 3 clusters Score -766369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -766370.875000 Penalty: 4282.506836
	Iteration 50Q: 3 clusters Score -766370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -766372.187500 Penalty: 4282.506836
	Iteration 51Q: 3 clusters Score -766372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -766372.187500 Penalty: 4282.506836
	Iteration 52F: 3 clusters Score -766372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23536.259766 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23536.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23653.953125 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23653.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23693.449219 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -23693.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23717.218750 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23717.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23734.576172 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23734.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23753.078125 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -23753.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23771.195312 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -23771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23793.789062 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -23793.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23806.361328 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -23806.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23808.554688 Penalty: 2773.129639
	Iteration 9Q: 3 clusters Score -23808.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23823.958984 Penalty: 2773.129639
	Iteration 10Q: 3 clusters Score -23823.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23825.630859 Penalty: 2773.129639
	Iteration 11Q: 3 clusters Score -23825.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23825.630859 Penalty: 2773.129639
	Iteration 12F: 3 clusters Score -23825.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Entering Unmasked Estep 
Score: -5539964.000000 Penalty: 2644.019287
	Iteration 0F: 2 clusters Score -5539964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5510963.000000 Penalty: 5288.038574
	Iteration 0F: 3 clusters Score -5510963 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -5521712.500000 Penalty: 5288.038574
	Iteration 1F: 3 clusters Score -5521712 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -5522384.000000 Penalty: 5288.038574
	Iteration 2Q: 3 clusters Score -5522384 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5523064.500000 Penalty: 5288.038574
	Iteration 3Q: 3 clusters Score -5523064 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -5524028.000000 Penalty: 5288.038574
	Iteration 4Q: 3 clusters Score -5524028 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -5525290.000000 Penalty: 5288.038574
	Iteration 5F: 3 clusters Score -5525290 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -5526844.500000 Penalty: 5288.038574
	Iteration 6F: 3 clusters Score -5526844 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -5528499.000000 Penalty: 5288.038574
	Iteration 7F: 3 clusters Score -5528499 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -5529902.000000 Penalty: 5288.038574
	Iteration 8F: 3 clusters Score -5529902 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -5530850.500000 Penalty: 5288.038574
	Iteration 9Q: 3 clusters Score -5530850 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -5531438.000000 Penalty: 5288.038574
	Iteration 10Q: 3 clusters Score -5531438 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5531706.000000 Penalty: 5288.038574
	Iteration 11Q: 3 clusters Score -5531706 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5531842.500000 Penalty: 5288.038574
	Iteration 12Q: 3 clusters Score -5531842 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -5531908.500000 Penalty: 5288.038574
	Iteration 13Q: 3 clusters Score -5531908 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -5531968.500000 Penalty: 5288.038574
	Iteration 14Q: 3 clusters Score -5531968 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -5532019.000000 Penalty: 5288.038574
	Iteration 15Q: 3 clusters Score -5532019 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -5532029.500000 Penalty: 5288.038574
	Iteration 16Q: 3 clusters Score -5532030 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -5532067.000000 Penalty: 5288.038574
	Iteration 17Q: 3 clusters Score -5532067 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -5532088.000000 Penalty: 5288.038574
	Iteration 18Q: 3 clusters Score -5532088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -5532106.000000 Penalty: 5288.038574
	Iteration 19Q: 3 clusters Score -5532106 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -5532101.500000 Penalty: 5288.038574
	Iteration 20F: 3 clusters Score -5532102 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -5532115.500000 Penalty: 5288.038574
	Iteration 21Q: 3 clusters Score -5532116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -5532125.000000 Penalty: 5288.038574
	Iteration 22Q: 3 clusters Score -5532125 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -5532138.500000 Penalty: 5288.038574
	Iteration 23Q: 3 clusters Score -5532138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -5532145.000000 Penalty: 5288.038574
	Iteration 24Q: 3 clusters Score -5532145 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -5532150.500000 Penalty: 5288.038574
	Iteration 25Q: 3 clusters Score -5532150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -5532148.500000 Penalty: 5288.038574
	Iteration 26Q: 3 clusters Score -5532148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -5532163.500000 Penalty: 5288.038574
	Iteration 27Q: 3 clusters Score -5532164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -5532158.000000 Penalty: 5288.038574
	Iteration 28Q: 3 clusters Score -5532158 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -5532169.500000 Penalty: 5288.038574
	Iteration 29Q: 3 clusters Score -5532170 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -5532181.000000 Penalty: 5288.038574
	Iteration 30Q: 3 clusters Score -5532181 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5532209.500000 Penalty: 5288.038574
	Iteration 31Q: 3 clusters Score -5532210 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -5532228.500000 Penalty: 5288.038574
	Iteration 32Q: 3 clusters Score -5532228 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -5532241.500000 Penalty: 5288.038574
	Iteration 33Q: 3 clusters Score -5532242 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -5532273.000000 Penalty: 5288.038574
	Iteration 34Q: 3 clusters Score -5532273 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -5532315.500000 Penalty: 5288.038574
	Iteration 35Q: 3 clusters Score -5532316 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -5532352.500000 Penalty: 5288.038574
	Iteration 36Q: 3 clusters Score -5532352 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -5532390.000000 Penalty: 5288.038574
	Iteration 37Q: 3 clusters Score -5532390 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -5532456.000000 Penalty: 5288.038574
	Iteration 38Q: 3 clusters Score -5532456 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -5532540.500000 Penalty: 5288.038574
	Iteration 39Q: 3 clusters Score -5532540 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5532649.000000 Penalty: 5288.038574
	Iteration 40F: 3 clusters Score -5532649 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -5532771.000000 Penalty: 5288.038574
	Iteration 41Q: 3 clusters Score -5532771 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -5532906.500000 Penalty: 5288.038574
	Iteration 42Q: 3 clusters Score -5532906 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -5533100.000000 Penalty: 5288.038574
	Iteration 43Q: 3 clusters Score -5533100 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -5533303.500000 Penalty: 5288.038574
	Iteration 44Q: 3 clusters Score -5533304 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -5533513.500000 Penalty: 5288.038574
	Iteration 45Q: 3 clusters Score -5533514 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -5533887.500000 Penalty: 5288.038574
	Iteration 46Q: 3 clusters Score -5533888 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -5534356.500000 Penalty: 5288.038574
	Iteration 47Q: 3 clusters Score -5534356 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -5534995.500000 Penalty: 5288.038574
	Iteration 48Q: 3 clusters Score -5534996 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -5535822.500000 Penalty: 5288.038574
	Iteration 49Q: 3 clusters Score -5535822 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5536607.500000 Penalty: 5288.038574
	Iteration 50Q: 3 clusters Score -5536608 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5537112.000000 Penalty: 5288.038574
	Iteration 51Q: 3 clusters Score -5537112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5537359.000000 Penalty: 5288.038574
	Iteration 52Q: 3 clusters Score -5537359 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5537492.000000 Penalty: 5288.038574
	Iteration 53Q: 3 clusters Score -5537492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -5537571.500000 Penalty: 5288.038574
	Iteration 54Q: 3 clusters Score -5537572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5537621.000000 Penalty: 5288.038574
	Iteration 55Q: 3 clusters Score -5537621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -5537641.500000 Penalty: 5288.038574
	Iteration 56Q: 3 clusters Score -5537642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -5537646.500000 Penalty: 5288.038574
	Iteration 57Q: 3 clusters Score -5537646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5537652.000000 Penalty: 5288.038574
	Iteration 58Q: 3 clusters Score -5537652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5537658.000000 Penalty: 5288.038574
	Iteration 59Q: 3 clusters Score -5537658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5537658.000000 Penalty: 5288.038574
	Iteration 60F: 3 clusters Score -5537658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5537655.500000 Penalty: 5288.038574
	Iteration 61Q: 3 clusters Score -5537656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5537655.500000 Penalty: 5288.038574
	Iteration 62F: 3 clusters Score -5537656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Entering Unmasked Estep 
Score: -2761328.750000 Penalty: 2462.031250
	Iteration 0F: 2 clusters Score -2761329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2747010.250000 Penalty: 4924.062500
	Iteration 0F: 3 clusters Score -2747010 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2751934.750000 Penalty: 4924.062500
	Iteration 1F: 3 clusters Score -2751935 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2752327.000000 Penalty: 4924.062500
	Iteration 2F: 3 clusters Score -2752327 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2752724.750000 Penalty: 4924.062500
	Iteration 3Q: 3 clusters Score -2752725 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2753150.250000 Penalty: 4924.062500
	Iteration 4Q: 3 clusters Score -2753150 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2753537.250000 Penalty: 4924.062500
	Iteration 5Q: 3 clusters Score -2753537 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2753910.250000 Penalty: 4924.062500
	Iteration 6Q: 3 clusters Score -2753910 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2754261.750000 Penalty: 4924.062500
	Iteration 7Q: 3 clusters Score -2754262 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2754625.750000 Penalty: 4924.062500
	Iteration 8Q: 3 clusters Score -2754626 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2754979.250000 Penalty: 4924.062500
	Iteration 9Q: 3 clusters Score -2754979 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2755362.250000 Penalty: 4924.062500
	Iteration 10Q: 3 clusters Score -2755362 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2755806.250000 Penalty: 4924.062500
	Iteration 11Q: 3 clusters Score -2755806 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2756291.750000 Penalty: 4924.062500
	Iteration 12Q: 3 clusters Score -2756292 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2756794.250000 Penalty: 4924.062500
	Iteration 13Q: 3 clusters Score -2756794 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2757264.500000 Penalty: 4924.062500
	Iteration 14Q: 3 clusters Score -2757264 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2757715.250000 Penalty: 4924.062500
	Iteration 15Q: 3 clusters Score -2757715 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2758069.500000 Penalty: 4924.062500
	Iteration 16Q: 3 clusters Score -2758070 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2758373.000000 Penalty: 4924.062500
	Iteration 17Q: 3 clusters Score -2758373 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2758582.500000 Penalty: 4924.062500
	Iteration 18Q: 3 clusters Score -2758582 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2758740.750000 Penalty: 4924.062500
	Iteration 19Q: 3 clusters Score -2758741 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2758847.750000 Penalty: 4924.062500
	Iteration 20F: 3 clusters Score -2758848 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2758918.250000 Penalty: 4924.062500
	Iteration 21Q: 3 clusters Score -2758918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2758987.500000 Penalty: 4924.062500
	Iteration 22Q: 3 clusters Score -2758988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2759042.750000 Penalty: 4924.062500
	Iteration 23Q: 3 clusters Score -2759043 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2759084.250000 Penalty: 4924.062500
	Iteration 24Q: 3 clusters Score -2759084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2759112.500000 Penalty: 4924.062500
	Iteration 25Q: 3 clusters Score -2759112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2759136.250000 Penalty: 4924.062500
	Iteration 26Q: 3 clusters Score -2759136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2759159.000000 Penalty: 4924.062500
	Iteration 27Q: 3 clusters Score -2759159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2759175.000000 Penalty: 4924.062500
	Iteration 28Q: 3 clusters Score -2759175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2759191.000000 Penalty: 4924.062500
	Iteration 29Q: 3 clusters Score -2759191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2759195.250000 Penalty: 4924.062500
	Iteration 30Q: 3 clusters Score -2759195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2759209.250000 Penalty: 4924.062500
	Iteration 31Q: 3 clusters Score -2759209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2759226.500000 Penalty: 4924.062500
	Iteration 32Q: 3 clusters Score -2759226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2759231.500000 Penalty: 4924.062500
	Iteration 33Q: 3 clusters Score -2759232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2759236.750000 Penalty: 4924.062500
	Iteration 34Q: 3 clusters Score -2759237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2759237.000000 Penalty: 4924.062500
	Iteration 35Q: 3 clusters Score -2759237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2759239.500000 Penalty: 4924.062500
	Iteration 36Q: 3 clusters Score -2759240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2759240.750000 Penalty: 4924.062500
	Iteration 37Q: 3 clusters Score -2759241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2759241.500000 Penalty: 4924.062500
	Iteration 38Q: 3 clusters Score -2759242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2759244.250000 Penalty: 4924.062500
	Iteration 39Q: 3 clusters Score -2759244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2759249.000000 Penalty: 4924.062500
	Iteration 40F: 3 clusters Score -2759249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2759252.500000 Penalty: 4924.062500
	Iteration 41Q: 3 clusters Score -2759252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2759258.500000 Penalty: 4924.062500
	Iteration 42Q: 3 clusters Score -2759258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2759261.500000 Penalty: 4924.062500
	Iteration 43Q: 3 clusters Score -2759262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2759262.500000 Penalty: 4924.062500
	Iteration 44Q: 3 clusters Score -2759262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2759264.000000 Penalty: 4924.062500
	Iteration 45Q: 3 clusters Score -2759264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2759262.500000 Penalty: 4924.062500
	Iteration 46Q: 3 clusters Score -2759262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2759264.250000 Penalty: 4924.062500
	Iteration 47Q: 3 clusters Score -2759264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2759264.250000 Penalty: 4924.062500
	Iteration 48F: 3 clusters Score -2759264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Entering Unmasked Estep 
Score: -3504670.000000 Penalty: 2521.531494
	Iteration 0F: 2 clusters Score -3504670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3486761.750000 Penalty: 5043.062988
	Iteration 0F: 3 clusters Score -3486762 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3493143.750000 Penalty: 5043.062988
	Iteration 1F: 3 clusters Score -3493144 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3493643.750000 Penalty: 5043.062988
	Iteration 2F: 3 clusters Score -3493644 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3494043.750000 Penalty: 5043.062988
	Iteration 3Q: 3 clusters Score -3494044 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3494403.000000 Penalty: 5043.062988
	Iteration 4Q: 3 clusters Score -3494403 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3494744.000000 Penalty: 5043.062988
	Iteration 5Q: 3 clusters Score -3494744 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3495000.000000 Penalty: 5043.062988
	Iteration 6Q: 3 clusters Score -3495000 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3495236.250000 Penalty: 5043.062988
	Iteration 7Q: 3 clusters Score -3495236 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3495444.250000 Penalty: 5043.062988
	Iteration 8Q: 3 clusters Score -3495444 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3495668.500000 Penalty: 5043.062988
	Iteration 9Q: 3 clusters Score -3495668 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3495882.500000 Penalty: 5043.062988
	Iteration 10Q: 3 clusters Score -3495882 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3496055.000000 Penalty: 5043.062988
	Iteration 11Q: 3 clusters Score -3496055 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -3496272.250000 Penalty: 5043.062988
	Iteration 12Q: 3 clusters Score -3496272 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3496525.000000 Penalty: 5043.062988
	Iteration 13Q: 3 clusters Score -3496525 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3496830.500000 Penalty: 5043.062988
	Iteration 14Q: 3 clusters Score -3496830 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3497161.250000 Penalty: 5043.062988
	Iteration 15Q: 3 clusters Score -3497161 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3497553.500000 Penalty: 5043.062988
	Iteration 16Q: 3 clusters Score -3497554 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3497911.500000 Penalty: 5043.062988
	Iteration 17Q: 3 clusters Score -3497912 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3498256.750000 Penalty: 5043.062988
	Iteration 18Q: 3 clusters Score -3498257 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3498598.000000 Penalty: 5043.062988
	Iteration 19Q: 3 clusters Score -3498598 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3498892.500000 Penalty: 5043.062988
	Iteration 20F: 3 clusters Score -3498892 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3499184.000000 Penalty: 5043.062988
	Iteration 21Q: 3 clusters Score -3499184 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3499504.000000 Penalty: 5043.062988
	Iteration 22Q: 3 clusters Score -3499504 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3499806.000000 Penalty: 5043.062988
	Iteration 23Q: 3 clusters Score -3499806 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3500091.250000 Penalty: 5043.062988
	Iteration 24Q: 3 clusters Score -3500091 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3500367.250000 Penalty: 5043.062988
	Iteration 25Q: 3 clusters Score -3500367 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3500637.000000 Penalty: 5043.062988
	Iteration 26Q: 3 clusters Score -3500637 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3500874.500000 Penalty: 5043.062988
	Iteration 27Q: 3 clusters Score -3500874 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3501142.000000 Penalty: 5043.062988
	Iteration 28Q: 3 clusters Score -3501142 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3501400.000000 Penalty: 5043.062988
	Iteration 29Q: 3 clusters Score -3501400 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3501661.750000 Penalty: 5043.062988
	Iteration 30Q: 3 clusters Score -3501662 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3501835.250000 Penalty: 5043.062988
	Iteration 31Q: 3 clusters Score -3501835 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3501982.500000 Penalty: 5043.062988
	Iteration 32Q: 3 clusters Score -3501982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3502116.500000 Penalty: 5043.062988
	Iteration 33Q: 3 clusters Score -3502116 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3502219.500000 Penalty: 5043.062988
	Iteration 34Q: 3 clusters Score -3502220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3502273.500000 Penalty: 5043.062988
	Iteration 35Q: 3 clusters Score -3502274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3502309.000000 Penalty: 5043.062988
	Iteration 36Q: 3 clusters Score -3502309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3502341.000000 Penalty: 5043.062988
	Iteration 37Q: 3 clusters Score -3502341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3502380.000000 Penalty: 5043.062988
	Iteration 38Q: 3 clusters Score -3502380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3502398.750000 Penalty: 5043.062988
	Iteration 39Q: 3 clusters Score -3502399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3502415.250000 Penalty: 5043.062988
	Iteration 40F: 3 clusters Score -3502415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3502427.250000 Penalty: 5043.062988
	Iteration 41Q: 3 clusters Score -3502427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3502451.000000 Penalty: 5043.062988
	Iteration 42Q: 3 clusters Score -3502451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3502461.750000 Penalty: 5043.062988
	Iteration 43Q: 3 clusters Score -3502462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3502471.750000 Penalty: 5043.062988
	Iteration 44Q: 3 clusters Score -3502472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3502479.250000 Penalty: 5043.062988
	Iteration 45Q: 3 clusters Score -3502479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3502485.750000 Penalty: 5043.062988
	Iteration 46Q: 3 clusters Score -3502486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3502491.500000 Penalty: 5043.062988
	Iteration 47Q: 3 clusters Score -3502492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3502503.000000 Penalty: 5043.062988
	Iteration 48Q: 3 clusters Score -3502503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3502513.750000 Penalty: 5043.062988
	Iteration 49Q: 3 clusters Score -3502514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3502514.000000 Penalty: 5043.062988
	Iteration 50Q: 3 clusters Score -3502514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3502514.000000 Penalty: 5043.062988
	Iteration 51F: 3 clusters Score -3502514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -263984.125000 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -263984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -261350.921875 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -261350.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -261924.609375 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -261924.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262160.718750 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -262160.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -262359.781250 Penalty: 3788.546387
	Iteration 3F: 3 clusters Score -262359.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -262541.906250 Penalty: 3788.546387
	Iteration 4F: 3 clusters Score -262541.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -262672.343750 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -262672.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -262740.968750 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -262741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -262791.968750 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -262792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -262860.156250 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -262860.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -262920.156250 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -262920.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -262967.375000 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -262967.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -263011.781250 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -263011.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -263041.875000 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -263041.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -263075.031250 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -263075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -263113.031250 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -263113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263137.750000 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -263137.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -263160.531250 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -263160.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -263191.750000 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -263191.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -263217.906250 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -263217.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -263235.281250 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -263235.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -263252.375000 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -263252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -263269.718750 Penalty: 3788.546387
	Iteration 21Q: 3 clusters Score -263269.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -263278.531250 Penalty: 3788.546387
	Iteration 22Q: 3 clusters Score -263278.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -263284.000000 Penalty: 3788.546387
	Iteration 23Q: 3 clusters Score -263284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -263287.656250 Penalty: 3788.546387
	Iteration 24Q: 3 clusters Score -263287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -263287.656250 Penalty: 3788.546387
	Iteration 25F: 3 clusters Score -263287.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -75067.109375 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -75067.11 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 359 members 
Entering Unmasked Estep 
Score: -73419.921875 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -73419.92 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73846.117188 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -73846.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74162.843750 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -74162.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74429.007812 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -74429.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74618.601562 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -74618.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74774.007812 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -74774.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74955.812500 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -74955.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75024.671875 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -75024.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75038.945312 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -75038.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75054.273438 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -75054.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75065.085938 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -75065.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75074.000000 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -75074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75084.929688 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -75084.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75090.062500 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -75090.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75090.062500 Penalty: 3242.917236
	Iteration 14F: 3 clusters Score -75090.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15086 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216707 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 49847 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53660 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55266 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42675 members 
Mstep: Class 23 contains 20487 members 
Mstep: Class 24 contains 26042 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 356 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 191819 members 
Mstep: Class 30 contains 335 members 
Entering Unmasked Estep 
Score: -133256168.000000 Penalty: 102991.429688
Splitting cluster 26 changes total score from -133258008.000000 to -133256168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -300468.812500 Penalty: 1920.975342
	Iteration 0F: 2 clusters Score -300468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -297634.812500 Penalty: 3841.950684
	Iteration 0F: 3 clusters Score -297634.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -298295.562500 Penalty: 3841.950684
	Iteration 1F: 3 clusters Score -298295.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -298535.125000 Penalty: 3841.950684
	Iteration 2F: 3 clusters Score -298535.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -298721.781250 Penalty: 3841.950684
	Iteration 3F: 3 clusters Score -298721.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -298862.718750 Penalty: 3841.950684
	Iteration 4F: 3 clusters Score -298862.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -299026.781250 Penalty: 3841.950684
	Iteration 5F: 3 clusters Score -299026.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -299213.968750 Penalty: 3841.950684
	Iteration 6F: 3 clusters Score -299214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -299403.000000 Penalty: 3841.950684
	Iteration 7Q: 3 clusters Score -299403 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -299590.281250 Penalty: 3841.950684
	Iteration 8Q: 3 clusters Score -299590.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -299749.406250 Penalty: 3841.950684
	Iteration 9Q: 3 clusters Score -299749.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -299882.468750 Penalty: 3841.950684
	Iteration 10Q: 3 clusters Score -299882.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -299971.156250 Penalty: 3841.950684
	Iteration 11Q: 3 clusters Score -299971.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -300001.218750 Penalty: 3841.950684
	Iteration 12Q: 3 clusters Score -300001.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -300017.718750 Penalty: 3841.950684
	Iteration 13Q: 3 clusters Score -300017.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -300026.562500 Penalty: 3841.950684
	Iteration 14Q: 3 clusters Score -300026.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -300029.843750 Penalty: 3841.950684
	Iteration 15Q: 3 clusters Score -300029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -300029.843750 Penalty: 3841.950684
	Iteration 16F: 3 clusters Score -300029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Entering Unmasked Estep 
Score: -3645042.500000 Penalty: 2530.748047
	Iteration 0F: 2 clusters Score -3645042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3626492.750000 Penalty: 5061.496094
	Iteration 0F: 3 clusters Score -3626493 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3633015.250000 Penalty: 5061.496094
	Iteration 1F: 3 clusters Score -3633015 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3633393.750000 Penalty: 5061.496094
	Iteration 2Q: 3 clusters Score -3633394 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3633716.500000 Penalty: 5061.496094
	Iteration 3Q: 3 clusters Score -3633716 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3634004.250000 Penalty: 5061.496094
	Iteration 4Q: 3 clusters Score -3634004 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3634295.750000 Penalty: 5061.496094
	Iteration 5Q: 3 clusters Score -3634296 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3634590.250000 Penalty: 5061.496094
	Iteration 6Q: 3 clusters Score -3634590 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3634886.500000 Penalty: 5061.496094
	Iteration 7Q: 3 clusters Score -3634886 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3635245.250000 Penalty: 5061.496094
	Iteration 8Q: 3 clusters Score -3635245 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3635679.250000 Penalty: 5061.496094
	Iteration 9Q: 3 clusters Score -3635679 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3636250.000000 Penalty: 5061.496094
	Iteration 10Q: 3 clusters Score -3636250 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3637020.500000 Penalty: 5061.496094
	Iteration 11Q: 3 clusters Score -3637020 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3637992.000000 Penalty: 5061.496094
	Iteration 12Q: 3 clusters Score -3637992 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3639021.000000 Penalty: 5061.496094
	Iteration 13Q: 3 clusters Score -3639021 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3639883.500000 Penalty: 5061.496094
	Iteration 14Q: 3 clusters Score -3639884 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3640528.000000 Penalty: 5061.496094
	Iteration 15Q: 3 clusters Score -3640528 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3640908.250000 Penalty: 5061.496094
	Iteration 16Q: 3 clusters Score -3640908 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3641188.500000 Penalty: 5061.496094
	Iteration 17Q: 3 clusters Score -3641188 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3641390.000000 Penalty: 5061.496094
	Iteration 18Q: 3 clusters Score -3641390 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3641528.000000 Penalty: 5061.496094
	Iteration 19Q: 3 clusters Score -3641528 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3641649.500000 Penalty: 5061.496094
	Iteration 20F: 3 clusters Score -3641650 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3641780.250000 Penalty: 5061.496094
	Iteration 21Q: 3 clusters Score -3641780 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3641866.750000 Penalty: 5061.496094
	Iteration 22Q: 3 clusters Score -3641867 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3641921.250000 Penalty: 5061.496094
	Iteration 23Q: 3 clusters Score -3641921 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3641975.250000 Penalty: 5061.496094
	Iteration 24Q: 3 clusters Score -3641975 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3642029.250000 Penalty: 5061.496094
	Iteration 25Q: 3 clusters Score -3642029 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3642086.500000 Penalty: 5061.496094
	Iteration 26Q: 3 clusters Score -3642086 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3642143.500000 Penalty: 5061.496094
	Iteration 27Q: 3 clusters Score -3642144 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3642190.250000 Penalty: 5061.496094
	Iteration 28Q: 3 clusters Score -3642190 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3642226.750000 Penalty: 5061.496094
	Iteration 29Q: 3 clusters Score -3642227 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3642256.750000 Penalty: 5061.496094
	Iteration 30Q: 3 clusters Score -3642257 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3642283.750000 Penalty: 5061.496094
	Iteration 31Q: 3 clusters Score -3642284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3642304.750000 Penalty: 5061.496094
	Iteration 32Q: 3 clusters Score -3642305 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3642334.000000 Penalty: 5061.496094
	Iteration 33Q: 3 clusters Score -3642334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3642356.000000 Penalty: 5061.496094
	Iteration 34Q: 3 clusters Score -3642356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3642376.750000 Penalty: 5061.496094
	Iteration 35Q: 3 clusters Score -3642377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3642392.750000 Penalty: 5061.496094
	Iteration 36Q: 3 clusters Score -3642393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3642417.500000 Penalty: 5061.496094
	Iteration 37Q: 3 clusters Score -3642418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3642425.250000 Penalty: 5061.496094
	Iteration 38Q: 3 clusters Score -3642425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3642434.250000 Penalty: 5061.496094
	Iteration 39Q: 3 clusters Score -3642434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3642465.250000 Penalty: 5061.496094
	Iteration 40F: 3 clusters Score -3642465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3642473.000000 Penalty: 5061.496094
	Iteration 41Q: 3 clusters Score -3642473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3642491.750000 Penalty: 5061.496094
	Iteration 42Q: 3 clusters Score -3642492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3642510.000000 Penalty: 5061.496094
	Iteration 43Q: 3 clusters Score -3642510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3642528.000000 Penalty: 5061.496094
	Iteration 44Q: 3 clusters Score -3642528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3642532.000000 Penalty: 5061.496094
	Iteration 45Q: 3 clusters Score -3642532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3642532.750000 Penalty: 5061.496094
	Iteration 46Q: 3 clusters Score -3642533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3642546.500000 Penalty: 5061.496094
	Iteration 47Q: 3 clusters Score -3642546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3642561.000000 Penalty: 5061.496094
	Iteration 48Q: 3 clusters Score -3642561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3642567.000000 Penalty: 5061.496094
	Iteration 49Q: 3 clusters Score -3642567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3642578.500000 Penalty: 5061.496094
	Iteration 50Q: 3 clusters Score -3642578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3642584.750000 Penalty: 5061.496094
	Iteration 51Q: 3 clusters Score -3642585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3642589.500000 Penalty: 5061.496094
	Iteration 52Q: 3 clusters Score -3642590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3642592.500000 Penalty: 5061.496094
	Iteration 53Q: 3 clusters Score -3642592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3642602.250000 Penalty: 5061.496094
	Iteration 54Q: 3 clusters Score -3642602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3642599.000000 Penalty: 5061.496094
	Iteration 55Q: 3 clusters Score -3642599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3642609.000000 Penalty: 5061.496094
	Iteration 56Q: 3 clusters Score -3642609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3642615.000000 Penalty: 5061.496094
	Iteration 57Q: 3 clusters Score -3642615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3642623.250000 Penalty: 5061.496094
	Iteration 58Q: 3 clusters Score -3642623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3642622.000000 Penalty: 5061.496094
	Iteration 59Q: 3 clusters Score -3642622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3642626.250000 Penalty: 5061.496094
	Iteration 60F: 3 clusters Score -3642626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3642631.000000 Penalty: 5061.496094
	Iteration 61Q: 3 clusters Score -3642631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3642640.000000 Penalty: 5061.496094
	Iteration 62Q: 3 clusters Score -3642640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3642640.000000 Penalty: 5061.496094
	Iteration 63Q: 3 clusters Score -3642640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3642642.500000 Penalty: 5061.496094
	Iteration 64Q: 3 clusters Score -3642642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3642652.250000 Penalty: 5061.496094
	Iteration 65Q: 3 clusters Score -3642652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3642661.750000 Penalty: 5061.496094
	Iteration 66Q: 3 clusters Score -3642662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3642665.000000 Penalty: 5061.496094
	Iteration 67Q: 3 clusters Score -3642665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3642668.750000 Penalty: 5061.496094
	Iteration 68Q: 3 clusters Score -3642669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3642679.500000 Penalty: 5061.496094
	Iteration 69Q: 3 clusters Score -3642680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3642684.250000 Penalty: 5061.496094
	Iteration 70Q: 3 clusters Score -3642684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3642691.000000 Penalty: 5061.496094
	Iteration 71Q: 3 clusters Score -3642691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3642689.000000 Penalty: 5061.496094
	Iteration 72Q: 3 clusters Score -3642689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3642690.750000 Penalty: 5061.496094
	Iteration 73Q: 3 clusters Score -3642691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3642695.000000 Penalty: 5061.496094
	Iteration 74Q: 3 clusters Score -3642695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3642697.000000 Penalty: 5061.496094
	Iteration 75Q: 3 clusters Score -3642697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3642699.500000 Penalty: 5061.496094
	Iteration 76Q: 3 clusters Score -3642700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3642703.000000 Penalty: 5061.496094
	Iteration 77Q: 3 clusters Score -3642703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3642706.750000 Penalty: 5061.496094
	Iteration 78Q: 3 clusters Score -3642707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3642711.250000 Penalty: 5061.496094
	Iteration 79Q: 3 clusters Score -3642711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3642707.750000 Penalty: 5061.496094
	Iteration 80F: 3 clusters Score -3642708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3642712.250000 Penalty: 5061.496094
	Iteration 81Q: 3 clusters Score -3642712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3642719.000000 Penalty: 5061.496094
	Iteration 82Q: 3 clusters Score -3642719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3642719.250000 Penalty: 5061.496094
	Iteration 83Q: 3 clusters Score -3642719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3642725.250000 Penalty: 5061.496094
	Iteration 84Q: 3 clusters Score -3642725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3642726.000000 Penalty: 5061.496094
	Iteration 85Q: 3 clusters Score -3642726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3642727.500000 Penalty: 5061.496094
	Iteration 86Q: 3 clusters Score -3642728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3642729.250000 Penalty: 5061.496094
	Iteration 87Q: 3 clusters Score -3642729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3642728.000000 Penalty: 5061.496094
	Iteration 88Q: 3 clusters Score -3642728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3642738.000000 Penalty: 5061.496094
	Iteration 89Q: 3 clusters Score -3642738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3642739.500000 Penalty: 5061.496094
	Iteration 90Q: 3 clusters Score -3642740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3642741.250000 Penalty: 5061.496094
	Iteration 91Q: 3 clusters Score -3642741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3642742.250000 Penalty: 5061.496094
	Iteration 92Q: 3 clusters Score -3642742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3642753.250000 Penalty: 5061.496094
	Iteration 93Q: 3 clusters Score -3642753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3642756.000000 Penalty: 5061.496094
	Iteration 94Q: 3 clusters Score -3642756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3642760.750000 Penalty: 5061.496094
	Iteration 95Q: 3 clusters Score -3642761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3642763.500000 Penalty: 5061.496094
	Iteration 96Q: 3 clusters Score -3642764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3642768.250000 Penalty: 5061.496094
	Iteration 97Q: 3 clusters Score -3642768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3642773.250000 Penalty: 5061.496094
	Iteration 98Q: 3 clusters Score -3642773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3642783.500000 Penalty: 5061.496094
	Iteration 99Q: 3 clusters Score -3642784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3642784.500000 Penalty: 5061.496094
	Iteration 100F: 3 clusters Score -3642784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3642788.250000 Penalty: 5061.496094
	Iteration 101Q: 3 clusters Score -3642788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3642788.000000 Penalty: 5061.496094
	Iteration 102Q: 3 clusters Score -3642788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3642793.500000 Penalty: 5061.496094
	Iteration 103Q: 3 clusters Score -3642794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3642798.750000 Penalty: 5061.496094
	Iteration 104Q: 3 clusters Score -3642799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3642800.750000 Penalty: 5061.496094
	Iteration 105Q: 3 clusters Score -3642801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3642797.500000 Penalty: 5061.496094
	Iteration 106Q: 3 clusters Score -3642798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3642797.500000 Penalty: 5061.496094
	Iteration 107F: 3 clusters Score -3642798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (191819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191819 members 
Entering Unmasked Estep 
Score: -25442724.000000 Penalty: 3016.748291
	Iteration 0F: 2 clusters Score -2.544272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -25318530.000000 Penalty: 6033.496582
	Iteration 0F: 3 clusters Score -2.531853e+07 nChanged 92051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -25372566.000000 Penalty: 6033.496582
	Iteration 1F: 3 clusters Score -2.537257e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98164 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -25374604.000000 Penalty: 6033.496582
	Iteration 2Q: 3 clusters Score -2.53746e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 91255 members 
Entering Unmasked Estep 
Score: -25377566.000000 Penalty: 6033.496582
	Iteration 3Q: 3 clusters Score -2.537757e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -25382212.000000 Penalty: 6033.496582
	Iteration 4Q: 3 clusters Score -2.538221e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -25389554.000000 Penalty: 6033.496582
	Iteration 5F: 3 clusters Score -2.538955e+07 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118910 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -25401070.000000 Penalty: 6033.496582
	Iteration 6F: 3 clusters Score -2.540107e+07 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127488 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -25414146.000000 Penalty: 6033.496582
	Iteration 7F: 3 clusters Score -2.541415e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133825 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -25424000.000000 Penalty: 6033.496582
	Iteration 8F: 3 clusters Score -2.5424e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137984 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -25428266.000000 Penalty: 6033.496582
	Iteration 9Q: 3 clusters Score -2.542827e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141349 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -25430290.000000 Penalty: 6033.496582
	Iteration 10Q: 3 clusters Score -2.543029e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -25432030.000000 Penalty: 6033.496582
	Iteration 11Q: 3 clusters Score -2.543203e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147525 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -25433550.000000 Penalty: 6033.496582
	Iteration 12Q: 3 clusters Score -2.543355e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150380 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -25434840.000000 Penalty: 6033.496582
	Iteration 13Q: 3 clusters Score -2.543484e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -25435768.000000 Penalty: 6033.496582
	Iteration 14Q: 3 clusters Score -2.543577e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155691 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -25436478.000000 Penalty: 6033.496582
	Iteration 15Q: 3 clusters Score -2.543648e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158137 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -25437292.000000 Penalty: 6033.496582
	Iteration 16Q: 3 clusters Score -2.543729e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160550 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -25438052.000000 Penalty: 6033.496582
	Iteration 17Q: 3 clusters Score -2.543805e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162859 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -25438464.000000 Penalty: 6033.496582
	Iteration 18Q: 3 clusters Score -2.543846e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165036 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -25438922.000000 Penalty: 6033.496582
	Iteration 19Q: 3 clusters Score -2.543892e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167217 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -25439444.000000 Penalty: 6033.496582
	Iteration 20F: 3 clusters Score -2.543944e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -25439820.000000 Penalty: 6033.496582
	Iteration 21Q: 3 clusters Score -2.543982e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -25440106.000000 Penalty: 6033.496582
	Iteration 22Q: 3 clusters Score -2.544011e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -25440358.000000 Penalty: 6033.496582
	Iteration 23Q: 3 clusters Score -2.544036e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -25440654.000000 Penalty: 6033.496582
	Iteration 24Q: 3 clusters Score -2.544065e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176660 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -25440848.000000 Penalty: 6033.496582
	Iteration 25Q: 3 clusters Score -2.544085e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178221 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -25441030.000000 Penalty: 6033.496582
	Iteration 26Q: 3 clusters Score -2.544103e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179643 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -25441322.000000 Penalty: 6033.496582
	Iteration 27Q: 3 clusters Score -2.544132e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180945 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -25441486.000000 Penalty: 6033.496582
	Iteration 28Q: 3 clusters Score -2.544149e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182080 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -25441554.000000 Penalty: 6033.496582
	Iteration 29Q: 3 clusters Score -2.544155e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183150 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -25441696.000000 Penalty: 6033.496582
	Iteration 30Q: 3 clusters Score -2.54417e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -25441854.000000 Penalty: 6033.496582
	Iteration 31Q: 3 clusters Score -2.544185e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184871 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -25441950.000000 Penalty: 6033.496582
	Iteration 32Q: 3 clusters Score -2.544195e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185526 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -25441972.000000 Penalty: 6033.496582
	Iteration 33Q: 3 clusters Score -2.544197e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186112 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -25441966.000000 Penalty: 6033.496582
	Iteration 34Q: 3 clusters Score -2.544197e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186601 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -25441920.000000 Penalty: 6033.496582
	Iteration 35Q: 3 clusters Score -2.544192e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187041 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -25442040.000000 Penalty: 6033.496582
	Iteration 36Q: 3 clusters Score -2.544204e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187395 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -25442054.000000 Penalty: 6033.496582
	Iteration 37Q: 3 clusters Score -2.544205e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187712 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -25442034.000000 Penalty: 6033.496582
	Iteration 38Q: 3 clusters Score -2.544203e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187955 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -25442008.000000 Penalty: 6033.496582
	Iteration 39Q: 3 clusters Score -2.544201e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -25441946.000000 Penalty: 6033.496582
	Iteration 40F: 3 clusters Score -2.544195e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188314 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -25441968.000000 Penalty: 6033.496582
	Iteration 41Q: 3 clusters Score -2.544197e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188455 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -25441984.000000 Penalty: 6033.496582
	Iteration 42Q: 3 clusters Score -2.544198e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188579 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -25441944.000000 Penalty: 6033.496582
	Iteration 43Q: 3 clusters Score -2.544194e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188679 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -25441956.000000 Penalty: 6033.496582
	Iteration 44Q: 3 clusters Score -2.544196e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188762 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -25442002.000000 Penalty: 6033.496582
	Iteration 45Q: 3 clusters Score -2.5442e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188841 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -25441982.000000 Penalty: 6033.496582
	Iteration 46Q: 3 clusters Score -2.544198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188899 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -25441974.000000 Penalty: 6033.496582
	Iteration 47Q: 3 clusters Score -2.544197e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188929 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -25441970.000000 Penalty: 6033.496582
	Iteration 48Q: 3 clusters Score -2.544197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188972 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -25441968.000000 Penalty: 6033.496582
	Iteration 49Q: 3 clusters Score -2.544197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189011 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -25441990.000000 Penalty: 6033.496582
	Iteration 50Q: 3 clusters Score -2.544199e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189046 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -25441996.000000 Penalty: 6033.496582
	Iteration 51Q: 3 clusters Score -2.5442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189072 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -25441980.000000 Penalty: 6033.496582
	Iteration 52Q: 3 clusters Score -2.544198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189092 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -25441986.000000 Penalty: 6033.496582
	Iteration 53Q: 3 clusters Score -2.544199e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189111 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -25441992.000000 Penalty: 6033.496582
	Iteration 54Q: 3 clusters Score -2.544199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189124 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -25441980.000000 Penalty: 6033.496582
	Iteration 55Q: 3 clusters Score -2.544198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -25441976.000000 Penalty: 6033.496582
	Iteration 56Q: 3 clusters Score -2.544198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189159 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -25441976.000000 Penalty: 6033.496582
	Iteration 57Q: 3 clusters Score -2.544198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189184 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -25442024.000000 Penalty: 6033.496582
	Iteration 58Q: 3 clusters Score -2.544202e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189205 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -25442002.000000 Penalty: 6033.496582
	Iteration 59Q: 3 clusters Score -2.5442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189234 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -25442006.000000 Penalty: 6033.496582
	Iteration 60F: 3 clusters Score -2.544201e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189268 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -25441968.000000 Penalty: 6033.496582
	Iteration 61Q: 3 clusters Score -2.544197e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189285 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -25441998.000000 Penalty: 6033.496582
	Iteration 62Q: 3 clusters Score -2.5442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189290 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -25442028.000000 Penalty: 6033.496582
	Iteration 63Q: 3 clusters Score -2.544203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189303 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -25442030.000000 Penalty: 6033.496582
	Iteration 64Q: 3 clusters Score -2.544203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189309 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -25442018.000000 Penalty: 6033.496582
	Iteration 65Q: 3 clusters Score -2.544202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189311 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -25442026.000000 Penalty: 6033.496582
	Iteration 66Q: 3 clusters Score -2.544203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189315 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -25442034.000000 Penalty: 6033.496582
	Iteration 67Q: 3 clusters Score -2.544203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189316 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -25442054.000000 Penalty: 6033.496582
	Iteration 68Q: 3 clusters Score -2.544205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189319 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -25442040.000000 Penalty: 6033.496582
	Iteration 69Q: 3 clusters Score -2.544204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189325 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -25442034.000000 Penalty: 6033.496582
	Iteration 70Q: 3 clusters Score -2.544203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189331 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -25442026.000000 Penalty: 6033.496582
	Iteration 71Q: 3 clusters Score -2.544203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189335 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -25442008.000000 Penalty: 6033.496582
	Iteration 72Q: 3 clusters Score -2.544201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189343 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -25442002.000000 Penalty: 6033.496582
	Iteration 73Q: 3 clusters Score -2.5442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189347 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -25442012.000000 Penalty: 6033.496582
	Iteration 74Q: 3 clusters Score -2.544201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189349 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -25441986.000000 Penalty: 6033.496582
	Iteration 75Q: 3 clusters Score -2.544199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189349 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -25441990.000000 Penalty: 6033.496582
	Iteration 76Q: 3 clusters Score -2.544199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189350 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -25442004.000000 Penalty: 6033.496582
	Iteration 77Q: 3 clusters Score -2.5442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189351 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -25441986.000000 Penalty: 6033.496582
	Iteration 78Q: 3 clusters Score -2.544199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189350 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -25441990.000000 Penalty: 6033.496582
	Iteration 79Q: 3 clusters Score -2.544199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189351 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -25441998.000000 Penalty: 6033.496582
	Iteration 80F: 3 clusters Score -2.5442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189353 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -25441984.000000 Penalty: 6033.496582
	Iteration 81Q: 3 clusters Score -2.544198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189357 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -25441966.000000 Penalty: 6033.496582
	Iteration 82Q: 3 clusters Score -2.544197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189361 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -25441980.000000 Penalty: 6033.496582
	Iteration 83Q: 3 clusters Score -2.544198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189362 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -25441974.000000 Penalty: 6033.496582
	Iteration 84Q: 3 clusters Score -2.544197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189367 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -25441988.000000 Penalty: 6033.496582
	Iteration 85Q: 3 clusters Score -2.544199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -25441986.000000 Penalty: 6033.496582
	Iteration 86Q: 3 clusters Score -2.544199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189374 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -25442002.000000 Penalty: 6033.496582
	Iteration 87Q: 3 clusters Score -2.5442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189375 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -25441994.000000 Penalty: 6033.496582
	Iteration 88Q: 3 clusters Score -2.544199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189376 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -25441990.000000 Penalty: 6033.496582
	Iteration 89Q: 3 clusters Score -2.544199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189379 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -25441992.000000 Penalty: 6033.496582
	Iteration 90Q: 3 clusters Score -2.544199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189383 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -25441982.000000 Penalty: 6033.496582
	Iteration 91Q: 3 clusters Score -2.544198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -25442006.000000 Penalty: 6033.496582
	Iteration 92Q: 3 clusters Score -2.544201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189405 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -25442008.000000 Penalty: 6033.496582
	Iteration 93Q: 3 clusters Score -2.544201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189414 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -25442040.000000 Penalty: 6033.496582
	Iteration 94Q: 3 clusters Score -2.544204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189420 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -25442034.000000 Penalty: 6033.496582
	Iteration 95Q: 3 clusters Score -2.544203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189429 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -25442030.000000 Penalty: 6033.496582
	Iteration 96Q: 3 clusters Score -2.544203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189441 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -25442018.000000 Penalty: 6033.496582
	Iteration 97Q: 3 clusters Score -2.544202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189444 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -25442022.000000 Penalty: 6033.496582
	Iteration 98Q: 3 clusters Score -2.544202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189448 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -25442030.000000 Penalty: 6033.496582
	Iteration 99Q: 3 clusters Score -2.544203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189453 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -25442012.000000 Penalty: 6033.496582
	Iteration 100F: 3 clusters Score -2.544201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189455 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -25442010.000000 Penalty: 6033.496582
	Iteration 101Q: 3 clusters Score -2.544201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189462 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -25442018.000000 Penalty: 6033.496582
	Iteration 102Q: 3 clusters Score -2.544202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189469 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25442014.000000 Penalty: 6033.496582
	Iteration 103Q: 3 clusters Score -2.544201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189470 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -25442044.000000 Penalty: 6033.496582
	Iteration 104Q: 3 clusters Score -2.544204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189479 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -25442054.000000 Penalty: 6033.496582
	Iteration 105Q: 3 clusters Score -2.544205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189487 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -25442050.000000 Penalty: 6033.496582
	Iteration 106Q: 3 clusters Score -2.544205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189492 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -25442058.000000 Penalty: 6033.496582
	Iteration 107Q: 3 clusters Score -2.544206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189492 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -25442056.000000 Penalty: 6033.496582
	Iteration 108Q: 3 clusters Score -2.544206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189496 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -25442068.000000 Penalty: 6033.496582
	Iteration 109Q: 3 clusters Score -2.544207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189497 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -25442062.000000 Penalty: 6033.496582
	Iteration 110Q: 3 clusters Score -2.544206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189500 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -25442064.000000 Penalty: 6033.496582
	Iteration 111Q: 3 clusters Score -2.544206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189499 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -25442064.000000 Penalty: 6033.496582
	Iteration 112Q: 3 clusters Score -2.544206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189499 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -25442062.000000 Penalty: 6033.496582
	Iteration 113Q: 3 clusters Score -2.544206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189498 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -25442048.000000 Penalty: 6033.496582
	Iteration 114Q: 3 clusters Score -2.544205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189498 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -25442056.000000 Penalty: 6033.496582
	Iteration 115Q: 3 clusters Score -2.544206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189501 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -25442070.000000 Penalty: 6033.496582
	Iteration 116Q: 3 clusters Score -2.544207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189502 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -25442080.000000 Penalty: 6033.496582
	Iteration 117Q: 3 clusters Score -2.544208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189500 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -25442074.000000 Penalty: 6033.496582
	Iteration 118Q: 3 clusters Score -2.544207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189499 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -25442080.000000 Penalty: 6033.496582
	Iteration 119Q: 3 clusters Score -2.544208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189503 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -25442092.000000 Penalty: 6033.496582
	Iteration 120F: 3 clusters Score -2.544209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189508 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -25442090.000000 Penalty: 6033.496582
	Iteration 121Q: 3 clusters Score -2.544209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189511 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -25442094.000000 Penalty: 6033.496582
	Iteration 122Q: 3 clusters Score -2.544209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189512 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -25442110.000000 Penalty: 6033.496582
	Iteration 123Q: 3 clusters Score -2.544211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189521 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -25442112.000000 Penalty: 6033.496582
	Iteration 124Q: 3 clusters Score -2.544211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25442102.000000 Penalty: 6033.496582
	Iteration 125Q: 3 clusters Score -2.54421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25442114.000000 Penalty: 6033.496582
	Iteration 126Q: 3 clusters Score -2.544211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25442098.000000 Penalty: 6033.496582
	Iteration 127Q: 3 clusters Score -2.54421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189524 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -25442116.000000 Penalty: 6033.496582
	Iteration 128Q: 3 clusters Score -2.544212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189523 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -25442114.000000 Penalty: 6033.496582
	Iteration 129Q: 3 clusters Score -2.544211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189524 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -25442100.000000 Penalty: 6033.496582
	Iteration 130Q: 3 clusters Score -2.54421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25442098.000000 Penalty: 6033.496582
	Iteration 131Q: 3 clusters Score -2.54421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25442098.000000 Penalty: 6033.496582
	Iteration 132F: 3 clusters Score -2.54421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15086 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216707 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 49847 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53660 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55266 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42675 members 
Mstep: Class 23 contains 20487 members 
Mstep: Class 24 contains 26042 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 191819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258032.000000 Penalty: 99558.382812
Iteration 439Q: 30 clusters Score -1.33258e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15091 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216707 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 49847 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53660 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43746 members 
Mstep: Class 18 contains 55264 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42672 members 
Mstep: Class 23 contains 20485 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 191821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257984.000000 Penalty: 99558.382812
Iteration 440F: 30 clusters Score -1.33258e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15098 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216702 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 49846 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53661 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43746 members 
Mstep: Class 18 contains 55260 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42671 members 
Mstep: Class 23 contains 20486 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 191823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257976.000000 Penalty: 99558.382812
Iteration 441Q: 30 clusters Score -1.33258e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15101 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216702 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49845 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53662 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55255 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42671 members 
Mstep: Class 23 contains 20485 members 
Mstep: Class 24 contains 26042 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 191827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258064.000000 Penalty: 99558.382812
Iteration 442Q: 30 clusters Score -1.332581e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15104 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216703 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187764 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49845 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53663 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55250 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42673 members 
Mstep: Class 23 contains 20482 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 27028 members 
Mstep: Class 29 contains 191831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258120.000000 Penalty: 99558.382812
Iteration 443Q: 30 clusters Score -1.332581e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15106 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216701 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49844 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53668 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43741 members 
Mstep: Class 18 contains 55245 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42674 members 
Mstep: Class 23 contains 20481 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 27026 members 
Mstep: Class 29 contains 191836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258120.000000 Penalty: 99558.382812
Iteration 444Q: 30 clusters Score -1.332581e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15113 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216698 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49843 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53670 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43741 members 
Mstep: Class 18 contains 55244 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42676 members 
Mstep: Class 23 contains 20480 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 27026 members 
Mstep: Class 29 contains 191832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258080.000000 Penalty: 99558.382812
Iteration 445Q: 30 clusters Score -1.332581e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15121 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216699 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49843 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53669 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43741 members 
Mstep: Class 18 contains 55242 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42676 members 
Mstep: Class 23 contains 20480 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27026 members 
Mstep: Class 29 contains 191827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258064.000000 Penalty: 99558.382812
Iteration 446Q: 30 clusters Score -1.332581e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15128 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216700 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49842 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53663 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43741 members 
Mstep: Class 18 contains 55241 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42676 members 
Mstep: Class 23 contains 20479 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27026 members 
Mstep: Class 29 contains 191828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258032.000000 Penalty: 99558.382812
Iteration 447Q: 30 clusters Score -1.33258e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15136 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216700 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49842 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53660 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 55239 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42678 members 
Mstep: Class 23 contains 20479 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27026 members 
Mstep: Class 29 contains 191826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257992.000000 Penalty: 99558.382812
Iteration 448Q: 30 clusters Score -1.33258e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15142 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216700 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49843 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53656 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43739 members 
Mstep: Class 18 contains 55236 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42679 members 
Mstep: Class 23 contains 20479 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27025 members 
Mstep: Class 29 contains 191827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258088.000000 Penalty: 99558.382812
Iteration 449Q: 30 clusters Score -1.332581e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15145 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216699 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49843 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53655 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43739 members 
Mstep: Class 18 contains 55234 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42680 members 
Mstep: Class 23 contains 20479 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27026 members 
Mstep: Class 29 contains 191826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258064.000000 Penalty: 99558.382812
Iteration 450Q: 30 clusters Score -1.332581e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15151 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216696 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187763 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49843 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53654 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 55229 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42684 members 
Mstep: Class 23 contains 20479 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27025 members 
Mstep: Class 29 contains 191824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258048.000000 Penalty: 99558.382812
Iteration 451Q: 30 clusters Score -1.33258e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15156 members 
Mstep: Class 4 contains 18806 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216693 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187764 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49844 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53651 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43741 members 
Mstep: Class 18 contains 55220 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42683 members 
Mstep: Class 23 contains 20478 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258056.000000 Penalty: 99558.382812
Iteration 452Q: 30 clusters Score -1.332581e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15160 members 
Mstep: Class 4 contains 18804 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216696 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49844 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53650 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43741 members 
Mstep: Class 18 contains 55215 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42683 members 
Mstep: Class 23 contains 20478 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258040.000000 Penalty: 99558.382812
Iteration 453Q: 30 clusters Score -1.33258e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15164 members 
Mstep: Class 4 contains 18804 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216694 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49842 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53648 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43741 members 
Mstep: Class 18 contains 55215 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42687 members 
Mstep: Class 23 contains 20478 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258144.000000 Penalty: 99558.382812
Iteration 454Q: 30 clusters Score -1.332581e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15169 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216694 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187761 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49838 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55215 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42691 members 
Mstep: Class 23 contains 20479 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258160.000000 Penalty: 99558.382812
Iteration 455Q: 30 clusters Score -1.332582e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15176 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216699 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187765 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49831 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36201 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55218 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42693 members 
Mstep: Class 23 contains 20479 members 
Mstep: Class 24 contains 26042 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258232.000000 Penalty: 99558.382812
Iteration 456Q: 30 clusters Score -1.332582e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15179 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216700 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49829 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53637 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36200 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55220 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5619 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42693 members 
Mstep: Class 23 contains 20478 members 
Mstep: Class 24 contains 26044 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258128.000000 Penalty: 99558.382812
Iteration 457Q: 30 clusters Score -1.332581e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216703 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49828 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36199 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 55218 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42695 members 
Mstep: Class 23 contains 20477 members 
Mstep: Class 24 contains 26043 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258120.000000 Penalty: 99558.382812
Iteration 458Q: 30 clusters Score -1.332581e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216702 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187772 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49827 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36201 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55219 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5614 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42695 members 
Mstep: Class 23 contains 20477 members 
Mstep: Class 24 contains 26043 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258096.000000 Penalty: 99558.382812
Iteration 459Q: 30 clusters Score -1.332581e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15184 members 
Mstep: Class 4 contains 18804 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216697 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53637 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36202 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 55217 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42696 members 
Mstep: Class 23 contains 20476 members 
Mstep: Class 24 contains 26042 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27025 members 
Mstep: Class 29 contains 191828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258096.000000 Penalty: 99558.382812
Iteration 460F: 30 clusters Score -1.332581e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15190 members 
Mstep: Class 4 contains 18804 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216691 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49822 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36202 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 55216 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5616 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42699 members 
Mstep: Class 23 contains 20476 members 
Mstep: Class 24 contains 26040 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27023 members 
Mstep: Class 29 contains 191835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258152.000000 Penalty: 99558.382812
Iteration 461Q: 30 clusters Score -1.332582e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15195 members 
Mstep: Class 4 contains 18803 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216689 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49820 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 55214 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42701 members 
Mstep: Class 23 contains 20476 members 
Mstep: Class 24 contains 26038 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27023 members 
Mstep: Class 29 contains 191838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258200.000000 Penalty: 99558.382812
Iteration 462Q: 30 clusters Score -1.332582e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15200 members 
Mstep: Class 4 contains 18801 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216686 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49818 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55209 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5614 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42702 members 
Mstep: Class 23 contains 20477 members 
Mstep: Class 24 contains 26037 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27023 members 
Mstep: Class 29 contains 191844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258192.000000 Penalty: 99558.382812
Iteration 463Q: 30 clusters Score -1.332582e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15205 members 
Mstep: Class 4 contains 18800 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216692 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49818 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53637 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55204 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42702 members 
Mstep: Class 23 contains 20477 members 
Mstep: Class 24 contains 26035 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258216.000000 Penalty: 99558.382812
Iteration 464Q: 30 clusters Score -1.332582e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15207 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216696 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49817 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53637 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55199 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5612 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42702 members 
Mstep: Class 23 contains 20476 members 
Mstep: Class 24 contains 26035 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27024 members 
Mstep: Class 29 contains 191844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258184.000000 Penalty: 99558.382812
Iteration 465Q: 30 clusters Score -1.332582e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15215 members 
Mstep: Class 4 contains 18798 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216700 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49813 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53638 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55195 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42703 members 
Mstep: Class 23 contains 20475 members 
Mstep: Class 24 contains 26035 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27022 members 
Mstep: Class 29 contains 191842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258128.000000 Penalty: 99558.382812
Iteration 466Q: 30 clusters Score -1.332581e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15219 members 
Mstep: Class 4 contains 18798 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216703 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49811 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55193 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42704 members 
Mstep: Class 23 contains 20475 members 
Mstep: Class 24 contains 26035 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27022 members 
Mstep: Class 29 contains 191841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258000.000000 Penalty: 99558.382812
Iteration 467Q: 30 clusters Score -1.33258e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15220 members 
Mstep: Class 4 contains 18798 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216708 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187767 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49811 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53628 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55192 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42704 members 
Mstep: Class 23 contains 20475 members 
Mstep: Class 24 contains 26035 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27022 members 
Mstep: Class 29 contains 191845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258008.000000 Penalty: 99558.382812
Iteration 468Q: 30 clusters Score -1.33258e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15221 members 
Mstep: Class 4 contains 18798 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216708 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187766 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49810 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53627 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36204 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 55192 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42704 members 
Mstep: Class 23 contains 20475 members 
Mstep: Class 24 contains 26035 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27022 members 
Mstep: Class 29 contains 191846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258080.000000 Penalty: 99558.382812
Iteration 469Q: 30 clusters Score -1.332581e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15223 members 
Mstep: Class 4 contains 18798 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216710 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187765 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49810 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53627 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55192 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42704 members 
Mstep: Class 23 contains 20476 members 
Mstep: Class 24 contains 26034 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27022 members 
Mstep: Class 29 contains 191846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258056.000000 Penalty: 99558.382812
Iteration 470Q: 30 clusters Score -1.332581e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15223 members 
Mstep: Class 4 contains 18798 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216719 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187768 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49809 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53627 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55192 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42704 members 
Mstep: Class 23 contains 20476 members 
Mstep: Class 24 contains 26033 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27022 members 
Mstep: Class 29 contains 191840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258096.000000 Penalty: 99558.382812
Iteration 471Q: 30 clusters Score -1.332581e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15222 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216723 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187772 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49808 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53626 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 55188 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42705 members 
Mstep: Class 23 contains 20475 members 
Mstep: Class 24 contains 26032 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27021 members 
Mstep: Class 29 contains 191841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258112.000000 Penalty: 99558.382812
Iteration 472Q: 30 clusters Score -1.332581e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15222 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216722 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187778 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49808 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53626 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 55185 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42708 members 
Mstep: Class 23 contains 20475 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27021 members 
Mstep: Class 29 contains 191846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133257992.000000 Penalty: 99558.382812
Iteration 473Q: 30 clusters Score -1.33258e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15224 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216720 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53628 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5590 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42710 members 
Mstep: Class 23 contains 20475 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27021 members 
Mstep: Class 29 contains 191845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258048.000000 Penalty: 99558.382812
Iteration 474Q: 30 clusters Score -1.33258e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 18798 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216727 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187779 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53630 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55182 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5587 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42715 members 
Mstep: Class 23 contains 20474 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27020 members 
Mstep: Class 29 contains 191835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258144.000000 Penalty: 99558.382812
Iteration 475Q: 30 clusters Score -1.332581e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15228 members 
Mstep: Class 4 contains 18798 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216732 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53633 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55181 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5588 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42718 members 
Mstep: Class 23 contains 20473 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27020 members 
Mstep: Class 29 contains 191825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258184.000000 Penalty: 99558.382812
Iteration 476Q: 30 clusters Score -1.332582e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216729 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36208 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 55181 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5588 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42721 members 
Mstep: Class 23 contains 20473 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27021 members 
Mstep: Class 29 contains 191817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258168.000000 Penalty: 99558.382812
Iteration 477Q: 30 clusters Score -1.332582e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 18800 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216733 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3779 members 
Mstep: Class 11 contains 49805 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55179 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42723 members 
Mstep: Class 23 contains 20472 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27021 members 
Mstep: Class 29 contains 191810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258160.000000 Penalty: 99558.382812
Iteration 478Q: 30 clusters Score -1.332582e+08 nChanged 36
Entering ConstructFrom: 
Score: -133258160.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -90968.398438 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -90968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89210.796875 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -89210.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89646.859375 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -89646.86 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -89977.539062 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -89977.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90207.882812 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -90207.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -90303.054688 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -90303.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90419.382812 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -90419.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90523.671875 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -90523.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90617.781250 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -90617.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90692.843750 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -90692.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90775.000000 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -90775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90882.703125 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -90882.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90999.796875 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -90999.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -91111.070312 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -91111.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91245.148438 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -91245.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -91280.406250 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -91280.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91314.601562 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -91314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91368.625000 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -91368.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91398.335938 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -91398.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91414.773438 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -91414.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91417.773438 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -91417.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -91448.703125 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -91448.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91517.898438 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -91517.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91581.867188 Penalty: 3330.228516
	Iteration 22Q: 3 clusters Score -91581.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91602.078125 Penalty: 3330.228516
	Iteration 23Q: 3 clusters Score -91602.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -91615.406250 Penalty: 3330.228516
	Iteration 24Q: 3 clusters Score -91615.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91620.468750 Penalty: 3330.228516
	Iteration 25Q: 3 clusters Score -91620.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91620.468750 Penalty: 3330.228516
	Iteration 26F: 3 clusters Score -91620.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 18802 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216731 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55175 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42726 members 
Mstep: Class 23 contains 20471 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27020 members 
Mstep: Class 29 contains 191811 members 
Mstep: Class 30 contains 361 members 
Entering Unmasked Estep 
Score: -133256912.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133258160.000000 to -133256912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Entering Unmasked Estep 
Score: -1051944.875000 Penalty: 2236.546387
	Iteration 0F: 2 clusters Score -1051945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1045343.687500 Penalty: 4473.092773
	Iteration 0F: 3 clusters Score -1045344 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1047166.250000 Penalty: 4473.092773
	Iteration 1F: 3 clusters Score -1047166 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1047422.250000 Penalty: 4473.092773
	Iteration 2F: 3 clusters Score -1047422 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1047598.687500 Penalty: 4473.092773
	Iteration 3Q: 3 clusters Score -1047599 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1047753.625000 Penalty: 4473.092773
	Iteration 4Q: 3 clusters Score -1047754 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1047930.062500 Penalty: 4473.092773
	Iteration 5Q: 3 clusters Score -1047930 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1048124.187500 Penalty: 4473.092773
	Iteration 6Q: 3 clusters Score -1048124 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1048346.062500 Penalty: 4473.092773
	Iteration 7Q: 3 clusters Score -1048346 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1048578.500000 Penalty: 4473.092773
	Iteration 8Q: 3 clusters Score -1048578 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1048785.375000 Penalty: 4473.092773
	Iteration 9Q: 3 clusters Score -1048785 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1049003.625000 Penalty: 4473.092773
	Iteration 10Q: 3 clusters Score -1049004 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1049227.625000 Penalty: 4473.092773
	Iteration 11Q: 3 clusters Score -1049228 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1049452.500000 Penalty: 4473.092773
	Iteration 12Q: 3 clusters Score -1049452 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1049671.000000 Penalty: 4473.092773
	Iteration 13Q: 3 clusters Score -1049671 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1049877.875000 Penalty: 4473.092773
	Iteration 14Q: 3 clusters Score -1049878 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1050055.625000 Penalty: 4473.092773
	Iteration 15Q: 3 clusters Score -1050056 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1050195.500000 Penalty: 4473.092773
	Iteration 16Q: 3 clusters Score -1050196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1050303.500000 Penalty: 4473.092773
	Iteration 17Q: 3 clusters Score -1050304 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1050403.750000 Penalty: 4473.092773
	Iteration 18Q: 3 clusters Score -1050404 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1050492.125000 Penalty: 4473.092773
	Iteration 19Q: 3 clusters Score -1050492 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1050561.625000 Penalty: 4473.092773
	Iteration 20F: 3 clusters Score -1050562 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1050601.750000 Penalty: 4473.092773
	Iteration 21Q: 3 clusters Score -1050602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1050636.000000 Penalty: 4473.092773
	Iteration 22Q: 3 clusters Score -1050636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1050657.000000 Penalty: 4473.092773
	Iteration 23Q: 3 clusters Score -1050657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1050677.750000 Penalty: 4473.092773
	Iteration 24Q: 3 clusters Score -1050678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1050693.000000 Penalty: 4473.092773
	Iteration 25Q: 3 clusters Score -1050693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1050704.000000 Penalty: 4473.092773
	Iteration 26Q: 3 clusters Score -1050704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1050708.750000 Penalty: 4473.092773
	Iteration 27Q: 3 clusters Score -1050709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1050712.625000 Penalty: 4473.092773
	Iteration 28Q: 3 clusters Score -1050713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1050714.000000 Penalty: 4473.092773
	Iteration 29Q: 3 clusters Score -1050714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1050717.500000 Penalty: 4473.092773
	Iteration 30Q: 3 clusters Score -1050718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1050718.625000 Penalty: 4473.092773
	Iteration 31Q: 3 clusters Score -1050719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1050721.000000 Penalty: 4473.092773
	Iteration 32Q: 3 clusters Score -1050721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1050723.375000 Penalty: 4473.092773
	Iteration 33Q: 3 clusters Score -1050723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1050724.250000 Penalty: 4473.092773
	Iteration 34Q: 3 clusters Score -1050724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1050728.000000 Penalty: 4473.092773
	Iteration 35Q: 3 clusters Score -1050728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1050728.375000 Penalty: 4473.092773
	Iteration 36Q: 3 clusters Score -1050728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1050727.000000 Penalty: 4473.092773
	Iteration 37Q: 3 clusters Score -1050727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1050727.875000 Penalty: 4473.092773
	Iteration 38Q: 3 clusters Score -1050728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1050727.750000 Penalty: 4473.092773
	Iteration 39Q: 3 clusters Score -1050728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1050727.375000 Penalty: 4473.092773
	Iteration 40F: 3 clusters Score -1050727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1050730.750000 Penalty: 4473.092773
	Iteration 41Q: 3 clusters Score -1050731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1050732.500000 Penalty: 4473.092773
	Iteration 42Q: 3 clusters Score -1050732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1050732.250000 Penalty: 4473.092773
	Iteration 43Q: 3 clusters Score -1050732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1050732.250000 Penalty: 4473.092773
	Iteration 44F: 3 clusters Score -1050732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Entering Unmasked Estep 
Score: -2065336.500000 Penalty: 2388.477295
	Iteration 0F: 2 clusters Score -2065336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2054332.875000 Penalty: 4776.954590
	Iteration 0F: 3 clusters Score -2054333 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2057843.250000 Penalty: 4776.954590
	Iteration 1F: 3 clusters Score -2057843 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2058229.375000 Penalty: 4776.954590
	Iteration 2F: 3 clusters Score -2058229 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2058551.500000 Penalty: 4776.954590
	Iteration 3Q: 3 clusters Score -2058552 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2058837.625000 Penalty: 4776.954590
	Iteration 4Q: 3 clusters Score -2058838 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2059141.625000 Penalty: 4776.954590
	Iteration 5Q: 3 clusters Score -2059142 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2059506.750000 Penalty: 4776.954590
	Iteration 6Q: 3 clusters Score -2059507 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2059982.000000 Penalty: 4776.954590
	Iteration 7Q: 3 clusters Score -2059982 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2060573.500000 Penalty: 4776.954590
	Iteration 8F: 3 clusters Score -2060574 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2061210.750000 Penalty: 4776.954590
	Iteration 9F: 3 clusters Score -2061211 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2061784.375000 Penalty: 4776.954590
	Iteration 10Q: 3 clusters Score -2061784 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2062240.500000 Penalty: 4776.954590
	Iteration 11Q: 3 clusters Score -2062240 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2062578.875000 Penalty: 4776.954590
	Iteration 12Q: 3 clusters Score -2062579 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2062798.875000 Penalty: 4776.954590
	Iteration 13Q: 3 clusters Score -2062799 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2062949.625000 Penalty: 4776.954590
	Iteration 14Q: 3 clusters Score -2062950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2063055.375000 Penalty: 4776.954590
	Iteration 15Q: 3 clusters Score -2063055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2063128.500000 Penalty: 4776.954590
	Iteration 16Q: 3 clusters Score -2063128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2063165.500000 Penalty: 4776.954590
	Iteration 17Q: 3 clusters Score -2063166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2063188.000000 Penalty: 4776.954590
	Iteration 18Q: 3 clusters Score -2063188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2063212.000000 Penalty: 4776.954590
	Iteration 19Q: 3 clusters Score -2063212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2063225.250000 Penalty: 4776.954590
	Iteration 20F: 3 clusters Score -2063225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2063236.500000 Penalty: 4776.954590
	Iteration 21Q: 3 clusters Score -2063236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2063243.375000 Penalty: 4776.954590
	Iteration 22Q: 3 clusters Score -2063243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2063246.625000 Penalty: 4776.954590
	Iteration 23Q: 3 clusters Score -2063247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2063254.250000 Penalty: 4776.954590
	Iteration 24Q: 3 clusters Score -2063254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2063259.250000 Penalty: 4776.954590
	Iteration 25Q: 3 clusters Score -2063259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2063262.875000 Penalty: 4776.954590
	Iteration 26Q: 3 clusters Score -2063263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2063264.125000 Penalty: 4776.954590
	Iteration 27Q: 3 clusters Score -2063264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2063268.250000 Penalty: 4776.954590
	Iteration 28Q: 3 clusters Score -2063268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2063272.250000 Penalty: 4776.954590
	Iteration 29Q: 3 clusters Score -2063272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2063277.625000 Penalty: 4776.954590
	Iteration 30Q: 3 clusters Score -2063278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2063275.375000 Penalty: 4776.954590
	Iteration 31Q: 3 clusters Score -2063275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2063275.375000 Penalty: 4776.954590
	Iteration 32F: 3 clusters Score -2063275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Entering Unmasked Estep 
Score: -2535715.500000 Penalty: 2440.746338
	Iteration 0F: 2 clusters Score -2535716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2522516.250000 Penalty: 4881.492676
	Iteration 0F: 3 clusters Score -2522516 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2526888.750000 Penalty: 4881.492676
	Iteration 1F: 3 clusters Score -2526889 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2527313.250000 Penalty: 4881.492676
	Iteration 2F: 3 clusters Score -2527313 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2527675.000000 Penalty: 4881.492676
	Iteration 3Q: 3 clusters Score -2527675 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2527951.000000 Penalty: 4881.492676
	Iteration 4Q: 3 clusters Score -2527951 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2528208.500000 Penalty: 4881.492676
	Iteration 5Q: 3 clusters Score -2528208 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2528389.000000 Penalty: 4881.492676
	Iteration 6Q: 3 clusters Score -2528389 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2528592.500000 Penalty: 4881.492676
	Iteration 7Q: 3 clusters Score -2528592 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2528786.250000 Penalty: 4881.492676
	Iteration 8Q: 3 clusters Score -2528786 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2528995.750000 Penalty: 4881.492676
	Iteration 9Q: 3 clusters Score -2528996 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2529243.000000 Penalty: 4881.492676
	Iteration 10Q: 3 clusters Score -2529243 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2529523.750000 Penalty: 4881.492676
	Iteration 11Q: 3 clusters Score -2529524 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2529874.000000 Penalty: 4881.492676
	Iteration 12Q: 3 clusters Score -2529874 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2530383.750000 Penalty: 4881.492676
	Iteration 13Q: 3 clusters Score -2530384 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2531088.000000 Penalty: 4881.492676
	Iteration 14F: 3 clusters Score -2531088 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2531855.250000 Penalty: 4881.492676
	Iteration 15F: 3 clusters Score -2531855 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2532574.500000 Penalty: 4881.492676
	Iteration 16Q: 3 clusters Score -2532574 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2533153.000000 Penalty: 4881.492676
	Iteration 17Q: 3 clusters Score -2533153 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2533564.750000 Penalty: 4881.492676
	Iteration 18Q: 3 clusters Score -2533565 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2533927.250000 Penalty: 4881.492676
	Iteration 19Q: 3 clusters Score -2533927 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2534149.250000 Penalty: 4881.492676
	Iteration 20F: 3 clusters Score -2534149 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2534300.750000 Penalty: 4881.492676
	Iteration 21Q: 3 clusters Score -2534301 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2534425.000000 Penalty: 4881.492676
	Iteration 22Q: 3 clusters Score -2534425 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2534496.250000 Penalty: 4881.492676
	Iteration 23Q: 3 clusters Score -2534496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2534549.250000 Penalty: 4881.492676
	Iteration 24Q: 3 clusters Score -2534549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2534596.250000 Penalty: 4881.492676
	Iteration 25Q: 3 clusters Score -2534596 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2534619.750000 Penalty: 4881.492676
	Iteration 26Q: 3 clusters Score -2534620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2534637.250000 Penalty: 4881.492676
	Iteration 27Q: 3 clusters Score -2534637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2534644.250000 Penalty: 4881.492676
	Iteration 28Q: 3 clusters Score -2534644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2534658.750000 Penalty: 4881.492676
	Iteration 29Q: 3 clusters Score -2534659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2534677.250000 Penalty: 4881.492676
	Iteration 30Q: 3 clusters Score -2534677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2534689.500000 Penalty: 4881.492676
	Iteration 31Q: 3 clusters Score -2534690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2534701.500000 Penalty: 4881.492676
	Iteration 32Q: 3 clusters Score -2534702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2534717.000000 Penalty: 4881.492676
	Iteration 33Q: 3 clusters Score -2534717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2534718.500000 Penalty: 4881.492676
	Iteration 34Q: 3 clusters Score -2534718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2534726.000000 Penalty: 4881.492676
	Iteration 35Q: 3 clusters Score -2534726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2534723.000000 Penalty: 4881.492676
	Iteration 36Q: 3 clusters Score -2534723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2534723.000000 Penalty: 4881.492676
	Iteration 37F: 3 clusters Score -2534723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -24013.107422 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -24013.11 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 102 members 
Entering Unmasked Estep 
Score: -22914.548828 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -22914.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23211.486328 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -23211.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23402.054688 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -23402.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23456.089844 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -23456.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23503.326172 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -23503.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23542.021484 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -23542.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23580.533203 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -23580.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23610.746094 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -23610.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23645.412109 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -23645.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23645.412109 Penalty: 2734.660645
	Iteration 9F: 3 clusters Score -23645.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216731 members 
Entering Unmasked Estep 
Score: -28757648.000000 Penalty: 3047.030273
	Iteration 0F: 2 clusters Score -2.875765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -28622192.000000 Penalty: 6094.060547
	Iteration 0F: 3 clusters Score -2.862219e+07 nChanged 104101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -28683590.000000 Penalty: 6094.060547
	Iteration 1F: 3 clusters Score -2.868359e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 96648 members 
Entering Unmasked Estep 
Score: -28684922.000000 Penalty: 6094.060547
	Iteration 2Q: 3 clusters Score -2.868492e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127060 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -28687806.000000 Penalty: 6094.060547
	Iteration 3Q: 3 clusters Score -2.868781e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137667 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -28693552.000000 Penalty: 6094.060547
	Iteration 4F: 3 clusters Score -2.869355e+07 nChanged 15221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152756 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -28703634.000000 Penalty: 6094.060547
	Iteration 5F: 3 clusters Score -2.870363e+07 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -28719592.000000 Penalty: 6094.060547
	Iteration 6F: 3 clusters Score -2.871959e+07 nChanged 19410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191184 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -28736312.000000 Penalty: 6094.060547
	Iteration 7F: 3 clusters Score -2.873631e+07 nChanged 13961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205141 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -28747124.000000 Penalty: 6094.060547
	Iteration 8F: 3 clusters Score -2.874712e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212109 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -28751782.000000 Penalty: 6094.060547
	Iteration 9Q: 3 clusters Score -2.875178e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214778 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -28753698.000000 Penalty: 6094.060547
	Iteration 10Q: 3 clusters Score -2.87537e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215688 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -28754420.000000 Penalty: 6094.060547
	Iteration 11Q: 3 clusters Score -2.875442e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216007 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -28754700.000000 Penalty: 6094.060547
	Iteration 12Q: 3 clusters Score -2.87547e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216129 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -28754816.000000 Penalty: 6094.060547
	Iteration 13Q: 3 clusters Score -2.875482e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216191 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -28754864.000000 Penalty: 6094.060547
	Iteration 14Q: 3 clusters Score -2.875486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216226 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -28754892.000000 Penalty: 6094.060547
	Iteration 15Q: 3 clusters Score -2.875489e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216245 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -28754942.000000 Penalty: 6094.060547
	Iteration 16Q: 3 clusters Score -2.875494e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216263 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -28754984.000000 Penalty: 6094.060547
	Iteration 17Q: 3 clusters Score -2.875498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216271 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -28754984.000000 Penalty: 6094.060547
	Iteration 18Q: 3 clusters Score -2.875498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216288 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28754998.000000 Penalty: 6094.060547
	Iteration 19Q: 3 clusters Score -2.8755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216297 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28755004.000000 Penalty: 6094.060547
	Iteration 20F: 3 clusters Score -2.8755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216300 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -28755012.000000 Penalty: 6094.060547
	Iteration 21Q: 3 clusters Score -2.875501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216300 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -28755036.000000 Penalty: 6094.060547
	Iteration 22Q: 3 clusters Score -2.875504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216298 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -28755038.000000 Penalty: 6094.060547
	Iteration 23Q: 3 clusters Score -2.875504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216297 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28755034.000000 Penalty: 6094.060547
	Iteration 24Q: 3 clusters Score -2.875503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216297 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28755034.000000 Penalty: 6094.060547
	Iteration 25F: 3 clusters Score -2.875503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -59374.328125 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -59374.33 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 296 members 
Entering Unmasked Estep 
Score: -57852.617188 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -57852.62 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58212.562500 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58212.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58442.535156 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -58442.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58678.597656 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -58678.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59029.191406 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -59029.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59254.769531 Penalty: 3150.039307
	Iteration 5F: 3 clusters Score -59254.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59402.359375 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59402.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59477.746094 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59477.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59646.417969 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -59646.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59709.867188 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -59709.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59767.296875 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -59767.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59827.859375 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -59827.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59883.652344 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -59883.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59907.433594 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -59907.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -59929.898438 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -59929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59942.332031 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -59942.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59969.054688 Penalty: 3150.039307
	Iteration 16F: 3 clusters Score -59969.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60027.589844 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -60027.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60027.589844 Penalty: 3150.039307
	Iteration 18F: 3 clusters Score -60027.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 18802 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216731 members 
Mstep: Class 7 contains 406 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55175 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42726 members 
Mstep: Class 23 contains 20471 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27020 members 
Mstep: Class 29 contains 191811 members 
Mstep: Class 30 contains 167 members 
Entering Unmasked Estep 
Score: -133256864.000000 Penalty: 102991.429688
Splitting cluster 7 changes total score from -133258160.000000 to -133256864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (187777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187777 members 
Entering Unmasked Estep 
Score: -24832754.000000 Penalty: 3011.466553
	Iteration 0F: 2 clusters Score -2.483275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -24723656.000000 Penalty: 6022.933105
	Iteration 0F: 3 clusters Score -2.472366e+07 nChanged 89940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 93033 members 
Entering Unmasked Estep 
Score: -24776320.000000 Penalty: 6022.933105
	Iteration 1F: 3 clusters Score -2.477632e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 92270 members 
Entering Unmasked Estep 
Score: -24777230.000000 Penalty: 6022.933105
	Iteration 2Q: 3 clusters Score -2.477723e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -24777982.000000 Penalty: 6022.933105
	Iteration 3Q: 3 clusters Score -2.477798e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -24779278.000000 Penalty: 6022.933105
	Iteration 4Q: 3 clusters Score -2.477928e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -24780740.000000 Penalty: 6022.933105
	Iteration 5Q: 3 clusters Score -2.478074e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -24783146.000000 Penalty: 6022.933105
	Iteration 6Q: 3 clusters Score -2.478315e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113039 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -24787302.000000 Penalty: 6022.933105
	Iteration 7Q: 3 clusters Score -2.47873e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122259 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -24793568.000000 Penalty: 6022.933105
	Iteration 8F: 3 clusters Score -2.479357e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133508 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -24802002.000000 Penalty: 6022.933105
	Iteration 9F: 3 clusters Score -2.4802e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -24811286.000000 Penalty: 6022.933105
	Iteration 10F: 3 clusters Score -2.481129e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155868 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -24819238.000000 Penalty: 6022.933105
	Iteration 11F: 3 clusters Score -2.481924e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164017 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -24824244.000000 Penalty: 6022.933105
	Iteration 12Q: 3 clusters Score -2.482424e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169738 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -24827014.000000 Penalty: 6022.933105
	Iteration 13Q: 3 clusters Score -2.482701e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -24828728.000000 Penalty: 6022.933105
	Iteration 14Q: 3 clusters Score -2.482873e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177008 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -24829572.000000 Penalty: 6022.933105
	Iteration 15Q: 3 clusters Score -2.482957e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179386 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -24830232.000000 Penalty: 6022.933105
	Iteration 16Q: 3 clusters Score -2.483023e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181172 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -24830438.000000 Penalty: 6022.933105
	Iteration 17Q: 3 clusters Score -2.483044e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182531 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -24830556.000000 Penalty: 6022.933105
	Iteration 18Q: 3 clusters Score -2.483056e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183538 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -24830634.000000 Penalty: 6022.933105
	Iteration 19Q: 3 clusters Score -2.483063e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -24830790.000000 Penalty: 6022.933105
	Iteration 20F: 3 clusters Score -2.483079e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184894 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -24830852.000000 Penalty: 6022.933105
	Iteration 21Q: 3 clusters Score -2.483085e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185302 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -24830852.000000 Penalty: 6022.933105
	Iteration 22Q: 3 clusters Score -2.483085e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185603 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -24830960.000000 Penalty: 6022.933105
	Iteration 23Q: 3 clusters Score -2.483096e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185826 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -24830900.000000 Penalty: 6022.933105
	Iteration 24Q: 3 clusters Score -2.48309e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185994 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -24830874.000000 Penalty: 6022.933105
	Iteration 25Q: 3 clusters Score -2.483087e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186126 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -24830844.000000 Penalty: 6022.933105
	Iteration 26Q: 3 clusters Score -2.483084e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186238 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -24830822.000000 Penalty: 6022.933105
	Iteration 27Q: 3 clusters Score -2.483082e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186318 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -24830860.000000 Penalty: 6022.933105
	Iteration 28Q: 3 clusters Score -2.483086e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186387 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -24830800.000000 Penalty: 6022.933105
	Iteration 29Q: 3 clusters Score -2.48308e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186437 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -24830806.000000 Penalty: 6022.933105
	Iteration 30Q: 3 clusters Score -2.483081e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186477 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -24830836.000000 Penalty: 6022.933105
	Iteration 31Q: 3 clusters Score -2.483084e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -24830838.000000 Penalty: 6022.933105
	Iteration 32Q: 3 clusters Score -2.483084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186538 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -24830834.000000 Penalty: 6022.933105
	Iteration 33Q: 3 clusters Score -2.483083e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186559 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -24830854.000000 Penalty: 6022.933105
	Iteration 34Q: 3 clusters Score -2.483085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186574 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -24830848.000000 Penalty: 6022.933105
	Iteration 35Q: 3 clusters Score -2.483085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186589 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -24830824.000000 Penalty: 6022.933105
	Iteration 36Q: 3 clusters Score -2.483082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186592 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -24830832.000000 Penalty: 6022.933105
	Iteration 37Q: 3 clusters Score -2.483083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186602 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -24830818.000000 Penalty: 6022.933105
	Iteration 38Q: 3 clusters Score -2.483082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186618 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -24830818.000000 Penalty: 6022.933105
	Iteration 39Q: 3 clusters Score -2.483082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186628 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -24830816.000000 Penalty: 6022.933105
	Iteration 40F: 3 clusters Score -2.483082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186640 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -24830830.000000 Penalty: 6022.933105
	Iteration 41Q: 3 clusters Score -2.483083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186647 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -24830834.000000 Penalty: 6022.933105
	Iteration 42Q: 3 clusters Score -2.483083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186652 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -24830826.000000 Penalty: 6022.933105
	Iteration 43Q: 3 clusters Score -2.483083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186656 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -24830816.000000 Penalty: 6022.933105
	Iteration 44Q: 3 clusters Score -2.483082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186667 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -24830794.000000 Penalty: 6022.933105
	Iteration 45Q: 3 clusters Score -2.483079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186674 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -24830806.000000 Penalty: 6022.933105
	Iteration 46Q: 3 clusters Score -2.483081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186678 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -24830780.000000 Penalty: 6022.933105
	Iteration 47Q: 3 clusters Score -2.483078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186682 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -24830814.000000 Penalty: 6022.933105
	Iteration 48Q: 3 clusters Score -2.483081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186683 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -24830836.000000 Penalty: 6022.933105
	Iteration 49Q: 3 clusters Score -2.483084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186689 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -24830818.000000 Penalty: 6022.933105
	Iteration 50Q: 3 clusters Score -2.483082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186697 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -24830814.000000 Penalty: 6022.933105
	Iteration 51Q: 3 clusters Score -2.483081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186699 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -24830822.000000 Penalty: 6022.933105
	Iteration 52Q: 3 clusters Score -2.483082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186701 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -24830820.000000 Penalty: 6022.933105
	Iteration 53Q: 3 clusters Score -2.483082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186703 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -24830818.000000 Penalty: 6022.933105
	Iteration 54Q: 3 clusters Score -2.483082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186704 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -24830830.000000 Penalty: 6022.933105
	Iteration 55Q: 3 clusters Score -2.483083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186705 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24830842.000000 Penalty: 6022.933105
	Iteration 56Q: 3 clusters Score -2.483084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186712 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -24830826.000000 Penalty: 6022.933105
	Iteration 57Q: 3 clusters Score -2.483083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186715 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -24830842.000000 Penalty: 6022.933105
	Iteration 58Q: 3 clusters Score -2.483084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186715 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -24830848.000000 Penalty: 6022.933105
	Iteration 59Q: 3 clusters Score -2.483085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186717 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -24830870.000000 Penalty: 6022.933105
	Iteration 60F: 3 clusters Score -2.483087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -374531.187500 Penalty: 2008.538696
	Iteration 0F: 2 clusters Score -374531.2 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 1654 members 
Entering Unmasked Estep 
Score: -371050.218750 Penalty: 4017.077393
	Iteration 0F: 3 clusters Score -371050.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -371834.781250 Penalty: 4017.077393
	Iteration 1F: 3 clusters Score -371834.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -372070.406250 Penalty: 4017.077393
	Iteration 2F: 3 clusters Score -372070.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -372241.687500 Penalty: 4017.077393
	Iteration 3F: 3 clusters Score -372241.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -372349.625000 Penalty: 4017.077393
	Iteration 4Q: 3 clusters Score -372349.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -372427.718750 Penalty: 4017.077393
	Iteration 5Q: 3 clusters Score -372427.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -372489.593750 Penalty: 4017.077393
	Iteration 6Q: 3 clusters Score -372489.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -372545.125000 Penalty: 4017.077393
	Iteration 7Q: 3 clusters Score -372545.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -372596.312500 Penalty: 4017.077393
	Iteration 8Q: 3 clusters Score -372596.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -372646.062500 Penalty: 4017.077393
	Iteration 9Q: 3 clusters Score -372646.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -372688.437500 Penalty: 4017.077393
	Iteration 10Q: 3 clusters Score -372688.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -372723.406250 Penalty: 4017.077393
	Iteration 11Q: 3 clusters Score -372723.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -372746.281250 Penalty: 4017.077393
	Iteration 12Q: 3 clusters Score -372746.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -372761.218750 Penalty: 4017.077393
	Iteration 13Q: 3 clusters Score -372761.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -372772.437500 Penalty: 4017.077393
	Iteration 14Q: 3 clusters Score -372772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -372781.156250 Penalty: 4017.077393
	Iteration 15Q: 3 clusters Score -372781.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -372783.843750 Penalty: 4017.077393
	Iteration 16Q: 3 clusters Score -372783.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -372788.312500 Penalty: 4017.077393
	Iteration 17Q: 3 clusters Score -372788.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -372791.531250 Penalty: 4017.077393
	Iteration 18Q: 3 clusters Score -372791.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -372794.875000 Penalty: 4017.077393
	Iteration 19Q: 3 clusters Score -372794.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -372800.031250 Penalty: 4017.077393
	Iteration 20F: 3 clusters Score -372800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -372806.093750 Penalty: 4017.077393
	Iteration 21Q: 3 clusters Score -372806.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -372815.000000 Penalty: 4017.077393
	Iteration 22Q: 3 clusters Score -372815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -372825.000000 Penalty: 4017.077393
	Iteration 23Q: 3 clusters Score -372825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -372836.875000 Penalty: 4017.077393
	Iteration 24Q: 3 clusters Score -372836.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -372850.718750 Penalty: 4017.077393
	Iteration 25Q: 3 clusters Score -372850.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -372865.625000 Penalty: 4017.077393
	Iteration 26Q: 3 clusters Score -372865.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -372882.593750 Penalty: 4017.077393
	Iteration 27Q: 3 clusters Score -372882.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -372904.281250 Penalty: 4017.077393
	Iteration 28Q: 3 clusters Score -372904.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -372925.875000 Penalty: 4017.077393
	Iteration 29Q: 3 clusters Score -372925.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -372946.500000 Penalty: 4017.077393
	Iteration 30Q: 3 clusters Score -372946.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -372966.687500 Penalty: 4017.077393
	Iteration 31Q: 3 clusters Score -372966.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -372995.375000 Penalty: 4017.077393
	Iteration 32Q: 3 clusters Score -372995.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -373017.343750 Penalty: 4017.077393
	Iteration 33Q: 3 clusters Score -373017.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -373035.875000 Penalty: 4017.077393
	Iteration 34Q: 3 clusters Score -373035.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -373056.062500 Penalty: 4017.077393
	Iteration 35Q: 3 clusters Score -373056.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -373075.968750 Penalty: 4017.077393
	Iteration 36Q: 3 clusters Score -373076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -373085.125000 Penalty: 4017.077393
	Iteration 37Q: 3 clusters Score -373085.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -373091.562500 Penalty: 4017.077393
	Iteration 38Q: 3 clusters Score -373091.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -373095.500000 Penalty: 4017.077393
	Iteration 39Q: 3 clusters Score -373095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -373098.281250 Penalty: 4017.077393
	Iteration 40F: 3 clusters Score -373098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -373102.218750 Penalty: 4017.077393
	Iteration 41Q: 3 clusters Score -373102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -373106.406250 Penalty: 4017.077393
	Iteration 42Q: 3 clusters Score -373106.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -373109.750000 Penalty: 4017.077393
	Iteration 43Q: 3 clusters Score -373109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -373112.906250 Penalty: 4017.077393
	Iteration 44Q: 3 clusters Score -373112.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -373118.625000 Penalty: 4017.077393
	Iteration 45Q: 3 clusters Score -373118.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -373124.406250 Penalty: 4017.077393
	Iteration 46Q: 3 clusters Score -373124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -373128.843750 Penalty: 4017.077393
	Iteration 47Q: 3 clusters Score -373128.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -373134.500000 Penalty: 4017.077393
	Iteration 48Q: 3 clusters Score -373134.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -373140.062500 Penalty: 4017.077393
	Iteration 49Q: 3 clusters Score -373140.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -373146.937500 Penalty: 4017.077393
	Iteration 50Q: 3 clusters Score -373146.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -373153.406250 Penalty: 4017.077393
	Iteration 51Q: 3 clusters Score -373153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -373154.906250 Penalty: 4017.077393
	Iteration 52Q: 3 clusters Score -373154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -373155.468750 Penalty: 4017.077393
	Iteration 53Q: 3 clusters Score -373155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -373157.656250 Penalty: 4017.077393
	Iteration 54Q: 3 clusters Score -373157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -373159.187500 Penalty: 4017.077393
	Iteration 55Q: 3 clusters Score -373159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -373163.812500 Penalty: 4017.077393
	Iteration 56Q: 3 clusters Score -373163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -373165.125000 Penalty: 4017.077393
	Iteration 57Q: 3 clusters Score -373165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -373166.812500 Penalty: 4017.077393
	Iteration 58Q: 3 clusters Score -373166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -373168.968750 Penalty: 4017.077393
	Iteration 59Q: 3 clusters Score -373169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -373168.968750 Penalty: 4017.077393
	Iteration 60F: 3 clusters Score -373169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -478088.968750 Penalty: 2042.894897
	Iteration 0F: 2 clusters Score -478089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -474301.375000 Penalty: 4085.789795
	Iteration 0F: 3 clusters Score -474301.4 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -475070.125000 Penalty: 4085.789795
	Iteration 1F: 3 clusters Score -475070.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -475260.187500 Penalty: 4085.789795
	Iteration 2F: 3 clusters Score -475260.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -475430.750000 Penalty: 4085.789795
	Iteration 3F: 3 clusters Score -475430.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -475593.687500 Penalty: 4085.789795
	Iteration 4Q: 3 clusters Score -475593.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -475730.156250 Penalty: 4085.789795
	Iteration 5Q: 3 clusters Score -475730.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -475862.562500 Penalty: 4085.789795
	Iteration 6Q: 3 clusters Score -475862.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -475971.125000 Penalty: 4085.789795
	Iteration 7Q: 3 clusters Score -475971.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -476077.593750 Penalty: 4085.789795
	Iteration 8Q: 3 clusters Score -476077.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -476171.093750 Penalty: 4085.789795
	Iteration 9Q: 3 clusters Score -476171.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -476258.125000 Penalty: 4085.789795
	Iteration 10Q: 3 clusters Score -476258.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -476344.500000 Penalty: 4085.789795
	Iteration 11Q: 3 clusters Score -476344.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -476418.593750 Penalty: 4085.789795
	Iteration 12Q: 3 clusters Score -476418.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -476472.937500 Penalty: 4085.789795
	Iteration 13Q: 3 clusters Score -476472.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -476517.437500 Penalty: 4085.789795
	Iteration 14Q: 3 clusters Score -476517.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -476572.906250 Penalty: 4085.789795
	Iteration 15Q: 3 clusters Score -476572.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -476616.437500 Penalty: 4085.789795
	Iteration 16Q: 3 clusters Score -476616.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -476640.187500 Penalty: 4085.789795
	Iteration 17Q: 3 clusters Score -476640.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -476657.062500 Penalty: 4085.789795
	Iteration 18Q: 3 clusters Score -476657.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -476673.468750 Penalty: 4085.789795
	Iteration 19Q: 3 clusters Score -476673.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -476695.250000 Penalty: 4085.789795
	Iteration 20F: 3 clusters Score -476695.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -476716.343750 Penalty: 4085.789795
	Iteration 21Q: 3 clusters Score -476716.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -476733.156250 Penalty: 4085.789795
	Iteration 22Q: 3 clusters Score -476733.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -476753.000000 Penalty: 4085.789795
	Iteration 23Q: 3 clusters Score -476753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -476769.687500 Penalty: 4085.789795
	Iteration 24Q: 3 clusters Score -476769.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -476784.531250 Penalty: 4085.789795
	Iteration 25Q: 3 clusters Score -476784.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -476797.125000 Penalty: 4085.789795
	Iteration 26Q: 3 clusters Score -476797.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -476805.375000 Penalty: 4085.789795
	Iteration 27Q: 3 clusters Score -476805.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -476807.687500 Penalty: 4085.789795
	Iteration 28Q: 3 clusters Score -476807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -476810.718750 Penalty: 4085.789795
	Iteration 29Q: 3 clusters Score -476810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -476810.750000 Penalty: 4085.789795
	Iteration 30Q: 3 clusters Score -476810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -476811.625000 Penalty: 4085.789795
	Iteration 31Q: 3 clusters Score -476811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -476812.093750 Penalty: 4085.789795
	Iteration 32Q: 3 clusters Score -476812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -476812.093750 Penalty: 4085.789795
	Iteration 33F: 3 clusters Score -476812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Entering Unmasked Estep 
Score: -6178281.000000 Penalty: 2682.340820
	Iteration 0F: 2 clusters Score -6178281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6144616.500000 Penalty: 5364.681641
	Iteration 0F: 3 clusters Score -6144616 nChanged 23029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -6157212.500000 Penalty: 5364.681641
	Iteration 1F: 3 clusters Score -6157212 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6157836.500000 Penalty: 5364.681641
	Iteration 2Q: 3 clusters Score -6157836 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -6158469.000000 Penalty: 5364.681641
	Iteration 3Q: 3 clusters Score -6158469 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -6159273.000000 Penalty: 5364.681641
	Iteration 4Q: 3 clusters Score -6159273 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -6160339.500000 Penalty: 5364.681641
	Iteration 5Q: 3 clusters Score -6160340 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6161687.000000 Penalty: 5364.681641
	Iteration 6F: 3 clusters Score -6161687 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -6163472.500000 Penalty: 5364.681641
	Iteration 7F: 3 clusters Score -6163472 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -6165692.500000 Penalty: 5364.681641
	Iteration 8F: 3 clusters Score -6165692 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -6168100.000000 Penalty: 5364.681641
	Iteration 9F: 3 clusters Score -6168100 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -6170273.500000 Penalty: 5364.681641
	Iteration 10F: 3 clusters Score -6170274 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -6171805.500000 Penalty: 5364.681641
	Iteration 11Q: 3 clusters Score -6171806 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -6172756.500000 Penalty: 5364.681641
	Iteration 12Q: 3 clusters Score -6172756 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -6173377.000000 Penalty: 5364.681641
	Iteration 13Q: 3 clusters Score -6173377 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -6173843.500000 Penalty: 5364.681641
	Iteration 14Q: 3 clusters Score -6173844 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -6174268.000000 Penalty: 5364.681641
	Iteration 15Q: 3 clusters Score -6174268 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -6174649.500000 Penalty: 5364.681641
	Iteration 16Q: 3 clusters Score -6174650 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6174980.500000 Penalty: 5364.681641
	Iteration 17Q: 3 clusters Score -6174980 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -6175242.500000 Penalty: 5364.681641
	Iteration 18Q: 3 clusters Score -6175242 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -6175471.000000 Penalty: 5364.681641
	Iteration 19Q: 3 clusters Score -6175471 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -6175605.500000 Penalty: 5364.681641
	Iteration 20F: 3 clusters Score -6175606 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -6175715.000000 Penalty: 5364.681641
	Iteration 21Q: 3 clusters Score -6175715 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -6175817.000000 Penalty: 5364.681641
	Iteration 22Q: 3 clusters Score -6175817 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -6175889.000000 Penalty: 5364.681641
	Iteration 23Q: 3 clusters Score -6175889 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -6175953.500000 Penalty: 5364.681641
	Iteration 24Q: 3 clusters Score -6175954 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -6176019.500000 Penalty: 5364.681641
	Iteration 25Q: 3 clusters Score -6176020 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -6176036.500000 Penalty: 5364.681641
	Iteration 26Q: 3 clusters Score -6176036 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -6176039.500000 Penalty: 5364.681641
	Iteration 27Q: 3 clusters Score -6176040 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -6176062.000000 Penalty: 5364.681641
	Iteration 28Q: 3 clusters Score -6176062 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -6176107.500000 Penalty: 5364.681641
	Iteration 29Q: 3 clusters Score -6176108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -6176146.000000 Penalty: 5364.681641
	Iteration 30Q: 3 clusters Score -6176146 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -6176164.000000 Penalty: 5364.681641
	Iteration 31Q: 3 clusters Score -6176164 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -6176165.500000 Penalty: 5364.681641
	Iteration 32Q: 3 clusters Score -6176166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -6176166.500000 Penalty: 5364.681641
	Iteration 33Q: 3 clusters Score -6176166 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -6176192.000000 Penalty: 5364.681641
	Iteration 34Q: 3 clusters Score -6176192 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -6176226.000000 Penalty: 5364.681641
	Iteration 35Q: 3 clusters Score -6176226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -6176238.500000 Penalty: 5364.681641
	Iteration 36Q: 3 clusters Score -6176238 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -6176228.500000 Penalty: 5364.681641
	Iteration 37Q: 3 clusters Score -6176228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -6176250.000000 Penalty: 5364.681641
	Iteration 38Q: 3 clusters Score -6176250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -6176255.000000 Penalty: 5364.681641
	Iteration 39Q: 3 clusters Score -6176255 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -6176258.500000 Penalty: 5364.681641
	Iteration 40F: 3 clusters Score -6176258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -6176271.000000 Penalty: 5364.681641
	Iteration 41Q: 3 clusters Score -6176271 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -6176281.500000 Penalty: 5364.681641
	Iteration 42Q: 3 clusters Score -6176282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -6176292.500000 Penalty: 5364.681641
	Iteration 43Q: 3 clusters Score -6176292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -6176315.000000 Penalty: 5364.681641
	Iteration 44Q: 3 clusters Score -6176315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -6176325.500000 Penalty: 5364.681641
	Iteration 45Q: 3 clusters Score -6176326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6176333.500000 Penalty: 5364.681641
	Iteration 46Q: 3 clusters Score -6176334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -6176319.000000 Penalty: 5364.681641
	Iteration 47Q: 3 clusters Score -6176319 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -6176322.000000 Penalty: 5364.681641
	Iteration 48Q: 3 clusters Score -6176322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -6176326.500000 Penalty: 5364.681641
	Iteration 49Q: 3 clusters Score -6176326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -6176327.000000 Penalty: 5364.681641
	Iteration 50Q: 3 clusters Score -6176327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -6176342.000000 Penalty: 5364.681641
	Iteration 51Q: 3 clusters Score -6176342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -6176351.500000 Penalty: 5364.681641
	Iteration 52Q: 3 clusters Score -6176352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -6176365.500000 Penalty: 5364.681641
	Iteration 53Q: 3 clusters Score -6176366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -6176370.000000 Penalty: 5364.681641
	Iteration 54Q: 3 clusters Score -6176370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -6176374.500000 Penalty: 5364.681641
	Iteration 55Q: 3 clusters Score -6176374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -6176364.500000 Penalty: 5364.681641
	Iteration 56Q: 3 clusters Score -6176364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -6176358.500000 Penalty: 5364.681641
	Iteration 57Q: 3 clusters Score -6176358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -6176359.500000 Penalty: 5364.681641
	Iteration 58Q: 3 clusters Score -6176360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -6176371.000000 Penalty: 5364.681641
	Iteration 59Q: 3 clusters Score -6176371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -6176370.500000 Penalty: 5364.681641
	Iteration 60F: 3 clusters Score -6176370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -6176368.500000 Penalty: 5364.681641
	Iteration 61Q: 3 clusters Score -6176368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -6176384.000000 Penalty: 5364.681641
	Iteration 62Q: 3 clusters Score -6176384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -6176381.000000 Penalty: 5364.681641
	Iteration 63Q: 3 clusters Score -6176381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -6176391.500000 Penalty: 5364.681641
	Iteration 64Q: 3 clusters Score -6176392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -6176387.500000 Penalty: 5364.681641
	Iteration 65Q: 3 clusters Score -6176388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -6176394.000000 Penalty: 5364.681641
	Iteration 66Q: 3 clusters Score -6176394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -6176401.000000 Penalty: 5364.681641
	Iteration 67Q: 3 clusters Score -6176401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -6176403.500000 Penalty: 5364.681641
	Iteration 68Q: 3 clusters Score -6176404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -6176392.000000 Penalty: 5364.681641
	Iteration 69Q: 3 clusters Score -6176392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -6176402.500000 Penalty: 5364.681641
	Iteration 70Q: 3 clusters Score -6176402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -6176400.500000 Penalty: 5364.681641
	Iteration 71Q: 3 clusters Score -6176400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -6176399.000000 Penalty: 5364.681641
	Iteration 72Q: 3 clusters Score -6176399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -6176403.500000 Penalty: 5364.681641
	Iteration 73Q: 3 clusters Score -6176404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -6176398.500000 Penalty: 5364.681641
	Iteration 74Q: 3 clusters Score -6176398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -6176397.000000 Penalty: 5364.681641
	Iteration 75Q: 3 clusters Score -6176397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -6176389.500000 Penalty: 5364.681641
	Iteration 76Q: 3 clusters Score -6176390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -6176394.500000 Penalty: 5364.681641
	Iteration 77Q: 3 clusters Score -6176394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -6176390.000000 Penalty: 5364.681641
	Iteration 78Q: 3 clusters Score -6176390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -6176393.500000 Penalty: 5364.681641
	Iteration 79Q: 3 clusters Score -6176394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -6176392.500000 Penalty: 5364.681641
	Iteration 80F: 3 clusters Score -6176392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -6176391.000000 Penalty: 5364.681641
	Iteration 81Q: 3 clusters Score -6176391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -6176391.000000 Penalty: 5364.681641
	Iteration 82F: 3 clusters Score -6176391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -269195.906250 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -269195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -266557.750000 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -266557.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -267047.000000 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -267047 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -267181.500000 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -267181.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -267255.031250 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -267255 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -267304.718750 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -267304.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -267340.687500 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -267340.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -267370.062500 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -267370.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -267392.812500 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -267392.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -267406.875000 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -267406.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -267415.156250 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -267415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -267419.250000 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -267419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -267421.468750 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -267421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -267423.187500 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -267423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -267424.531250 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -267424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -267426.593750 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -267426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -267429.875000 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -267429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -267434.312500 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -267434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -267435.500000 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -267435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -267436.500000 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -267436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -267436.593750 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -267436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -267436.593750 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -267436.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Entering Unmasked Estep 
Score: -7157475.500000 Penalty: 2700.741943
	Iteration 0F: 2 clusters Score -7157476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -7121396.000000 Penalty: 5401.483887
	Iteration 0F: 3 clusters Score -7121396 nChanged 24747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -7135323.000000 Penalty: 5401.483887
	Iteration 1F: 3 clusters Score -7135323 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -7136074.500000 Penalty: 5401.483887
	Iteration 2Q: 3 clusters Score -7136074 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -7136806.500000 Penalty: 5401.483887
	Iteration 3Q: 3 clusters Score -7136806 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -7137689.500000 Penalty: 5401.483887
	Iteration 4Q: 3 clusters Score -7137690 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -7138699.000000 Penalty: 5401.483887
	Iteration 5Q: 3 clusters Score -7138699 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -7140098.500000 Penalty: 5401.483887
	Iteration 6F: 3 clusters Score -7140098 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -7142011.500000 Penalty: 5401.483887
	Iteration 7F: 3 clusters Score -7142012 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -7144255.000000 Penalty: 5401.483887
	Iteration 8F: 3 clusters Score -7144255 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -7146766.000000 Penalty: 5401.483887
	Iteration 9F: 3 clusters Score -7146766 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -7148626.000000 Penalty: 5401.483887
	Iteration 10F: 3 clusters Score -7148626 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -7149517.500000 Penalty: 5401.483887
	Iteration 11Q: 3 clusters Score -7149518 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -7150018.500000 Penalty: 5401.483887
	Iteration 12Q: 3 clusters Score -7150018 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -7150388.500000 Penalty: 5401.483887
	Iteration 13Q: 3 clusters Score -7150388 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -7150701.500000 Penalty: 5401.483887
	Iteration 14Q: 3 clusters Score -7150702 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -7151058.500000 Penalty: 5401.483887
	Iteration 15Q: 3 clusters Score -7151058 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -7151281.500000 Penalty: 5401.483887
	Iteration 16Q: 3 clusters Score -7151282 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -7151560.000000 Penalty: 5401.483887
	Iteration 17Q: 3 clusters Score -7151560 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -7151782.500000 Penalty: 5401.483887
	Iteration 18Q: 3 clusters Score -7151782 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -7151969.500000 Penalty: 5401.483887
	Iteration 19Q: 3 clusters Score -7151970 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -7152119.000000 Penalty: 5401.483887
	Iteration 20F: 3 clusters Score -7152119 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -7152316.500000 Penalty: 5401.483887
	Iteration 21Q: 3 clusters Score -7152316 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -7152539.000000 Penalty: 5401.483887
	Iteration 22Q: 3 clusters Score -7152539 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -7152679.000000 Penalty: 5401.483887
	Iteration 23Q: 3 clusters Score -7152679 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -7152806.500000 Penalty: 5401.483887
	Iteration 24Q: 3 clusters Score -7152806 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -7152925.000000 Penalty: 5401.483887
	Iteration 25Q: 3 clusters Score -7152925 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -7153062.000000 Penalty: 5401.483887
	Iteration 26Q: 3 clusters Score -7153062 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -7153192.000000 Penalty: 5401.483887
	Iteration 27Q: 3 clusters Score -7153192 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -7153304.000000 Penalty: 5401.483887
	Iteration 28Q: 3 clusters Score -7153304 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -7153391.500000 Penalty: 5401.483887
	Iteration 29Q: 3 clusters Score -7153392 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -7153495.500000 Penalty: 5401.483887
	Iteration 30Q: 3 clusters Score -7153496 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -7153609.000000 Penalty: 5401.483887
	Iteration 31Q: 3 clusters Score -7153609 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -7153716.000000 Penalty: 5401.483887
	Iteration 32Q: 3 clusters Score -7153716 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -7153800.500000 Penalty: 5401.483887
	Iteration 33Q: 3 clusters Score -7153800 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -7153865.500000 Penalty: 5401.483887
	Iteration 34Q: 3 clusters Score -7153866 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7153959.000000 Penalty: 5401.483887
	Iteration 35Q: 3 clusters Score -7153959 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -7154006.000000 Penalty: 5401.483887
	Iteration 36Q: 3 clusters Score -7154006 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -7154055.500000 Penalty: 5401.483887
	Iteration 37Q: 3 clusters Score -7154056 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -7154157.000000 Penalty: 5401.483887
	Iteration 38Q: 3 clusters Score -7154157 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -7154232.000000 Penalty: 5401.483887
	Iteration 39Q: 3 clusters Score -7154232 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -7154317.000000 Penalty: 5401.483887
	Iteration 40F: 3 clusters Score -7154317 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -7154354.500000 Penalty: 5401.483887
	Iteration 41Q: 3 clusters Score -7154354 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -7154440.000000 Penalty: 5401.483887
	Iteration 42Q: 3 clusters Score -7154440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7154500.000000 Penalty: 5401.483887
	Iteration 43Q: 3 clusters Score -7154500 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7154507.500000 Penalty: 5401.483887
	Iteration 44Q: 3 clusters Score -7154508 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -7154550.500000 Penalty: 5401.483887
	Iteration 45Q: 3 clusters Score -7154550 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -7154607.000000 Penalty: 5401.483887
	Iteration 46Q: 3 clusters Score -7154607 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7154648.000000 Penalty: 5401.483887
	Iteration 47Q: 3 clusters Score -7154648 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7154687.500000 Penalty: 5401.483887
	Iteration 48Q: 3 clusters Score -7154688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7154712.000000 Penalty: 5401.483887
	Iteration 49Q: 3 clusters Score -7154712 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7154751.000000 Penalty: 5401.483887
	Iteration 50Q: 3 clusters Score -7154751 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7154789.000000 Penalty: 5401.483887
	Iteration 51Q: 3 clusters Score -7154789 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7154820.000000 Penalty: 5401.483887
	Iteration 52Q: 3 clusters Score -7154820 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7154839.000000 Penalty: 5401.483887
	Iteration 53Q: 3 clusters Score -7154839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7154860.500000 Penalty: 5401.483887
	Iteration 54Q: 3 clusters Score -7154860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7154871.500000 Penalty: 5401.483887
	Iteration 55Q: 3 clusters Score -7154872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -7154876.000000 Penalty: 5401.483887
	Iteration 56Q: 3 clusters Score -7154876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7154906.000000 Penalty: 5401.483887
	Iteration 57Q: 3 clusters Score -7154906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7154921.000000 Penalty: 5401.483887
	Iteration 58Q: 3 clusters Score -7154921 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -7154936.500000 Penalty: 5401.483887
	Iteration 59Q: 3 clusters Score -7154936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7154966.500000 Penalty: 5401.483887
	Iteration 60F: 3 clusters Score -7154966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7155000.000000 Penalty: 5401.483887
	Iteration 61Q: 3 clusters Score -7155000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7155018.000000 Penalty: 5401.483887
	Iteration 62Q: 3 clusters Score -7155018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7155034.000000 Penalty: 5401.483887
	Iteration 63Q: 3 clusters Score -7155034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7155048.500000 Penalty: 5401.483887
	Iteration 64Q: 3 clusters Score -7155048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7155066.500000 Penalty: 5401.483887
	Iteration 65Q: 3 clusters Score -7155066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7155082.500000 Penalty: 5401.483887
	Iteration 66Q: 3 clusters Score -7155082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7155091.500000 Penalty: 5401.483887
	Iteration 67Q: 3 clusters Score -7155092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7155096.000000 Penalty: 5401.483887
	Iteration 68Q: 3 clusters Score -7155096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7155129.000000 Penalty: 5401.483887
	Iteration 69Q: 3 clusters Score -7155129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7155131.000000 Penalty: 5401.483887
	Iteration 70Q: 3 clusters Score -7155131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7155148.500000 Penalty: 5401.483887
	Iteration 71Q: 3 clusters Score -7155148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7155159.500000 Penalty: 5401.483887
	Iteration 72Q: 3 clusters Score -7155160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7155168.500000 Penalty: 5401.483887
	Iteration 73Q: 3 clusters Score -7155168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7155174.500000 Penalty: 5401.483887
	Iteration 74Q: 3 clusters Score -7155174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7155159.500000 Penalty: 5401.483887
	Iteration 75Q: 3 clusters Score -7155160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7155181.500000 Penalty: 5401.483887
	Iteration 76Q: 3 clusters Score -7155182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7155188.000000 Penalty: 5401.483887
	Iteration 77Q: 3 clusters Score -7155188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7155198.000000 Penalty: 5401.483887
	Iteration 78Q: 3 clusters Score -7155198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7155214.000000 Penalty: 5401.483887
	Iteration 79Q: 3 clusters Score -7155214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7155211.000000 Penalty: 5401.483887
	Iteration 80F: 3 clusters Score -7155211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7155210.000000 Penalty: 5401.483887
	Iteration 81Q: 3 clusters Score -7155210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7155208.500000 Penalty: 5401.483887
	Iteration 82Q: 3 clusters Score -7155208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7155210.500000 Penalty: 5401.483887
	Iteration 83Q: 3 clusters Score -7155210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7155205.500000 Penalty: 5401.483887
	Iteration 84Q: 3 clusters Score -7155206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7155205.500000 Penalty: 5401.483887
	Iteration 85Q: 3 clusters Score -7155206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7155214.500000 Penalty: 5401.483887
	Iteration 86Q: 3 clusters Score -7155214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7155210.500000 Penalty: 5401.483887
	Iteration 87Q: 3 clusters Score -7155210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7155212.000000 Penalty: 5401.483887
	Iteration 88Q: 3 clusters Score -7155212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7155207.000000 Penalty: 5401.483887
	Iteration 89Q: 3 clusters Score -7155207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7155214.000000 Penalty: 5401.483887
	Iteration 90Q: 3 clusters Score -7155214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7155218.000000 Penalty: 5401.483887
	Iteration 91Q: 3 clusters Score -7155218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7155214.000000 Penalty: 5401.483887
	Iteration 92Q: 3 clusters Score -7155214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7155214.000000 Penalty: 5401.483887
	Iteration 93Q: 3 clusters Score -7155214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7155211.500000 Penalty: 5401.483887
	Iteration 94Q: 3 clusters Score -7155212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7155211.500000 Penalty: 5401.483887
	Iteration 95F: 3 clusters Score -7155212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -57361.367188 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -57361.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55828.136719 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -55828.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56027.574219 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -56027.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56117.281250 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -56117.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56148.503906 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -56148.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56178.929688 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -56178.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56196.582031 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -56196.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56207.933594 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -56207.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56207.933594 Penalty: 3075.452393
	Iteration 7F: 3 clusters Score -56207.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Entering Unmasked Estep 
Score: -1098169.000000 Penalty: 2250.736572
	Iteration 0F: 2 clusters Score -1098169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1091364.875000 Penalty: 4501.473145
	Iteration 0F: 3 clusters Score -1091365 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1093470.250000 Penalty: 4501.473145
	Iteration 1F: 3 clusters Score -1093470 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1094023.750000 Penalty: 4501.473145
	Iteration 2F: 3 clusters Score -1094024 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1094538.375000 Penalty: 4501.473145
	Iteration 3F: 3 clusters Score -1094538 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1094957.875000 Penalty: 4501.473145
	Iteration 4F: 3 clusters Score -1094958 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1095324.500000 Penalty: 4501.473145
	Iteration 5F: 3 clusters Score -1095324 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1095592.750000 Penalty: 4501.473145
	Iteration 6Q: 3 clusters Score -1095593 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1095774.625000 Penalty: 4501.473145
	Iteration 7Q: 3 clusters Score -1095775 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1095917.375000 Penalty: 4501.473145
	Iteration 8Q: 3 clusters Score -1095917 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1096024.000000 Penalty: 4501.473145
	Iteration 9Q: 3 clusters Score -1096024 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1096124.375000 Penalty: 4501.473145
	Iteration 10Q: 3 clusters Score -1096124 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1096192.000000 Penalty: 4501.473145
	Iteration 11Q: 3 clusters Score -1096192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1096237.625000 Penalty: 4501.473145
	Iteration 12Q: 3 clusters Score -1096238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1096266.250000 Penalty: 4501.473145
	Iteration 13Q: 3 clusters Score -1096266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1096289.875000 Penalty: 4501.473145
	Iteration 14Q: 3 clusters Score -1096290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1096307.375000 Penalty: 4501.473145
	Iteration 15Q: 3 clusters Score -1096307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1096316.625000 Penalty: 4501.473145
	Iteration 16Q: 3 clusters Score -1096317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1096332.000000 Penalty: 4501.473145
	Iteration 17Q: 3 clusters Score -1096332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1096348.750000 Penalty: 4501.473145
	Iteration 18Q: 3 clusters Score -1096349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1096364.625000 Penalty: 4501.473145
	Iteration 19Q: 3 clusters Score -1096365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1096384.375000 Penalty: 4501.473145
	Iteration 20F: 3 clusters Score -1096384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1096404.250000 Penalty: 4501.473145
	Iteration 21Q: 3 clusters Score -1096404 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1096424.750000 Penalty: 4501.473145
	Iteration 22Q: 3 clusters Score -1096425 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1096442.125000 Penalty: 4501.473145
	Iteration 23Q: 3 clusters Score -1096442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1096465.500000 Penalty: 4501.473145
	Iteration 24Q: 3 clusters Score -1096466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1096484.250000 Penalty: 4501.473145
	Iteration 25Q: 3 clusters Score -1096484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1096500.375000 Penalty: 4501.473145
	Iteration 26Q: 3 clusters Score -1096500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1096515.375000 Penalty: 4501.473145
	Iteration 27Q: 3 clusters Score -1096515 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1096532.000000 Penalty: 4501.473145
	Iteration 28Q: 3 clusters Score -1096532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1096539.500000 Penalty: 4501.473145
	Iteration 29Q: 3 clusters Score -1096540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1096556.250000 Penalty: 4501.473145
	Iteration 30Q: 3 clusters Score -1096556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1096574.125000 Penalty: 4501.473145
	Iteration 31Q: 3 clusters Score -1096574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1096600.250000 Penalty: 4501.473145
	Iteration 32Q: 3 clusters Score -1096600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1096630.250000 Penalty: 4501.473145
	Iteration 33Q: 3 clusters Score -1096630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1096652.500000 Penalty: 4501.473145
	Iteration 34Q: 3 clusters Score -1096652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1096674.875000 Penalty: 4501.473145
	Iteration 35Q: 3 clusters Score -1096675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1096703.000000 Penalty: 4501.473145
	Iteration 36Q: 3 clusters Score -1096703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1096742.750000 Penalty: 4501.473145
	Iteration 37Q: 3 clusters Score -1096743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1096785.250000 Penalty: 4501.473145
	Iteration 38Q: 3 clusters Score -1096785 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1096827.500000 Penalty: 4501.473145
	Iteration 39Q: 3 clusters Score -1096828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1096859.500000 Penalty: 4501.473145
	Iteration 40F: 3 clusters Score -1096860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1096874.125000 Penalty: 4501.473145
	Iteration 41Q: 3 clusters Score -1096874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1096884.500000 Penalty: 4501.473145
	Iteration 42Q: 3 clusters Score -1096884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1096892.500000 Penalty: 4501.473145
	Iteration 43Q: 3 clusters Score -1096892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1096897.500000 Penalty: 4501.473145
	Iteration 44Q: 3 clusters Score -1096898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1096899.125000 Penalty: 4501.473145
	Iteration 45Q: 3 clusters Score -1096899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1096900.750000 Penalty: 4501.473145
	Iteration 46Q: 3 clusters Score -1096901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1096900.750000 Penalty: 4501.473145
	Iteration 47Q: 3 clusters Score -1096901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1096901.875000 Penalty: 4501.473145
	Iteration 48Q: 3 clusters Score -1096902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1096906.875000 Penalty: 4501.473145
	Iteration 49Q: 3 clusters Score -1096907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1096909.375000 Penalty: 4501.473145
	Iteration 50Q: 3 clusters Score -1096909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1096913.250000 Penalty: 4501.473145
	Iteration 51Q: 3 clusters Score -1096913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1096915.000000 Penalty: 4501.473145
	Iteration 52Q: 3 clusters Score -1096915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1096915.250000 Penalty: 4501.473145
	Iteration 53Q: 3 clusters Score -1096915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1096919.375000 Penalty: 4501.473145
	Iteration 54Q: 3 clusters Score -1096919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1096918.125000 Penalty: 4501.473145
	Iteration 55Q: 3 clusters Score -1096918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1096918.375000 Penalty: 4501.473145
	Iteration 56Q: 3 clusters Score -1096918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1096918.125000 Penalty: 4501.473145
	Iteration 57Q: 3 clusters Score -1096918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1096917.875000 Penalty: 4501.473145
	Iteration 58Q: 3 clusters Score -1096918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1096918.000000 Penalty: 4501.473145
	Iteration 59Q: 3 clusters Score -1096918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1096918.625000 Penalty: 4501.473145
	Iteration 60F: 3 clusters Score -1096919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Entering Unmasked Estep 
Score: -4880113.000000 Penalty: 2603.244141
	Iteration 0F: 2 clusters Score -4880113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4855685.500000 Penalty: 5206.488281
	Iteration 0F: 3 clusters Score -4855686 nChanged 16418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4864618.500000 Penalty: 5206.488281
	Iteration 1F: 3 clusters Score -4864618 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4865168.000000 Penalty: 5206.488281
	Iteration 2Q: 3 clusters Score -4865168 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -4865719.000000 Penalty: 5206.488281
	Iteration 3Q: 3 clusters Score -4865719 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4866364.000000 Penalty: 5206.488281
	Iteration 4Q: 3 clusters Score -4866364 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4867168.500000 Penalty: 5206.488281
	Iteration 5Q: 3 clusters Score -4867168 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -4868111.500000 Penalty: 5206.488281
	Iteration 6Q: 3 clusters Score -4868112 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4869357.000000 Penalty: 5206.488281
	Iteration 7F: 3 clusters Score -4869357 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4870748.500000 Penalty: 5206.488281
	Iteration 8F: 3 clusters Score -4870748 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -4872214.500000 Penalty: 5206.488281
	Iteration 9F: 3 clusters Score -4872214 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4873429.000000 Penalty: 5206.488281
	Iteration 10Q: 3 clusters Score -4873429 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -4874290.000000 Penalty: 5206.488281
	Iteration 11Q: 3 clusters Score -4874290 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4874820.000000 Penalty: 5206.488281
	Iteration 12Q: 3 clusters Score -4874820 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -4875175.000000 Penalty: 5206.488281
	Iteration 13Q: 3 clusters Score -4875175 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4875427.000000 Penalty: 5206.488281
	Iteration 14Q: 3 clusters Score -4875427 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4875649.500000 Penalty: 5206.488281
	Iteration 15Q: 3 clusters Score -4875650 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4875877.000000 Penalty: 5206.488281
	Iteration 16Q: 3 clusters Score -4875877 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4876087.000000 Penalty: 5206.488281
	Iteration 17Q: 3 clusters Score -4876087 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -4876314.500000 Penalty: 5206.488281
	Iteration 18Q: 3 clusters Score -4876314 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4876532.000000 Penalty: 5206.488281
	Iteration 19Q: 3 clusters Score -4876532 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4876758.000000 Penalty: 5206.488281
	Iteration 20F: 3 clusters Score -4876758 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -4876938.500000 Penalty: 5206.488281
	Iteration 21Q: 3 clusters Score -4876938 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -4877090.500000 Penalty: 5206.488281
	Iteration 22Q: 3 clusters Score -4877090 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -4877221.500000 Penalty: 5206.488281
	Iteration 23Q: 3 clusters Score -4877222 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4877343.500000 Penalty: 5206.488281
	Iteration 24Q: 3 clusters Score -4877344 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -4877425.500000 Penalty: 5206.488281
	Iteration 25Q: 3 clusters Score -4877426 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4877510.500000 Penalty: 5206.488281
	Iteration 26Q: 3 clusters Score -4877510 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4877558.500000 Penalty: 5206.488281
	Iteration 27Q: 3 clusters Score -4877558 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4877593.000000 Penalty: 5206.488281
	Iteration 28Q: 3 clusters Score -4877593 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4877638.500000 Penalty: 5206.488281
	Iteration 29Q: 3 clusters Score -4877638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -4877669.000000 Penalty: 5206.488281
	Iteration 30Q: 3 clusters Score -4877669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -4877694.000000 Penalty: 5206.488281
	Iteration 31Q: 3 clusters Score -4877694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4877711.000000 Penalty: 5206.488281
	Iteration 32Q: 3 clusters Score -4877711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -4877724.000000 Penalty: 5206.488281
	Iteration 33Q: 3 clusters Score -4877724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4877734.500000 Penalty: 5206.488281
	Iteration 34Q: 3 clusters Score -4877734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4877739.000000 Penalty: 5206.488281
	Iteration 35Q: 3 clusters Score -4877739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -4877750.000000 Penalty: 5206.488281
	Iteration 36Q: 3 clusters Score -4877750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4877762.000000 Penalty: 5206.488281
	Iteration 37Q: 3 clusters Score -4877762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4877787.000000 Penalty: 5206.488281
	Iteration 38Q: 3 clusters Score -4877787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4877781.500000 Penalty: 5206.488281
	Iteration 39Q: 3 clusters Score -4877782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -4877792.000000 Penalty: 5206.488281
	Iteration 40F: 3 clusters Score -4877792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -4877792.000000 Penalty: 5206.488281
	Iteration 41Q: 3 clusters Score -4877792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4877799.500000 Penalty: 5206.488281
	Iteration 42Q: 3 clusters Score -4877800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4877799.000000 Penalty: 5206.488281
	Iteration 43Q: 3 clusters Score -4877799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4877800.500000 Penalty: 5206.488281
	Iteration 44Q: 3 clusters Score -4877800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4877804.000000 Penalty: 5206.488281
	Iteration 45Q: 3 clusters Score -4877804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4877799.000000 Penalty: 5206.488281
	Iteration 46Q: 3 clusters Score -4877799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -4877800.000000 Penalty: 5206.488281
	Iteration 47Q: 3 clusters Score -4877800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4877808.000000 Penalty: 5206.488281
	Iteration 48Q: 3 clusters Score -4877808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4877812.000000 Penalty: 5206.488281
	Iteration 49Q: 3 clusters Score -4877812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4877815.000000 Penalty: 5206.488281
	Iteration 50Q: 3 clusters Score -4877815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4877816.000000 Penalty: 5206.488281
	Iteration 51Q: 3 clusters Score -4877816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4877820.000000 Penalty: 5206.488281
	Iteration 52Q: 3 clusters Score -4877820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4877817.000000 Penalty: 5206.488281
	Iteration 53Q: 3 clusters Score -4877817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4877828.500000 Penalty: 5206.488281
	Iteration 54Q: 3 clusters Score -4877828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4877827.500000 Penalty: 5206.488281
	Iteration 55Q: 3 clusters Score -4877828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4877830.500000 Penalty: 5206.488281
	Iteration 56Q: 3 clusters Score -4877830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4877835.000000 Penalty: 5206.488281
	Iteration 57Q: 3 clusters Score -4877835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -4877834.000000 Penalty: 5206.488281
	Iteration 58Q: 3 clusters Score -4877834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4877835.000000 Penalty: 5206.488281
	Iteration 59Q: 3 clusters Score -4877835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -4877833.000000 Penalty: 5206.488281
	Iteration 60F: 3 clusters Score -4877833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -4877832.000000 Penalty: 5206.488281
	Iteration 61Q: 3 clusters Score -4877832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4877835.000000 Penalty: 5206.488281
	Iteration 62Q: 3 clusters Score -4877835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4877844.000000 Penalty: 5206.488281
	Iteration 63Q: 3 clusters Score -4877844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4877840.000000 Penalty: 5206.488281
	Iteration 64Q: 3 clusters Score -4877840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -4877845.500000 Penalty: 5206.488281
	Iteration 65Q: 3 clusters Score -4877846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4877851.500000 Penalty: 5206.488281
	Iteration 66Q: 3 clusters Score -4877852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4877855.500000 Penalty: 5206.488281
	Iteration 67Q: 3 clusters Score -4877856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4877863.500000 Penalty: 5206.488281
	Iteration 68Q: 3 clusters Score -4877864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4877867.500000 Penalty: 5206.488281
	Iteration 69Q: 3 clusters Score -4877868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4877876.000000 Penalty: 5206.488281
	Iteration 70Q: 3 clusters Score -4877876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4877888.500000 Penalty: 5206.488281
	Iteration 71Q: 3 clusters Score -4877888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4877886.000000 Penalty: 5206.488281
	Iteration 72Q: 3 clusters Score -4877886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4877890.500000 Penalty: 5206.488281
	Iteration 73Q: 3 clusters Score -4877890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4877886.000000 Penalty: 5206.488281
	Iteration 74Q: 3 clusters Score -4877886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4877891.000000 Penalty: 5206.488281
	Iteration 75Q: 3 clusters Score -4877891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4877896.000000 Penalty: 5206.488281
	Iteration 76Q: 3 clusters Score -4877896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4877896.500000 Penalty: 5206.488281
	Iteration 77Q: 3 clusters Score -4877896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4877897.000000 Penalty: 5206.488281
	Iteration 78Q: 3 clusters Score -4877897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4877907.000000 Penalty: 5206.488281
	Iteration 79Q: 3 clusters Score -4877907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4877909.500000 Penalty: 5206.488281
	Iteration 80F: 3 clusters Score -4877910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -4877908.500000 Penalty: 5206.488281
	Iteration 81Q: 3 clusters Score -4877908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4877911.000000 Penalty: 5206.488281
	Iteration 82Q: 3 clusters Score -4877911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4877909.500000 Penalty: 5206.488281
	Iteration 83Q: 3 clusters Score -4877910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4877909.500000 Penalty: 5206.488281
	Iteration 84F: 3 clusters Score -4877910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Entering Unmasked Estep 
Score: -5839312.000000 Penalty: 2650.143799
	Iteration 0F: 2 clusters Score -5839312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5809761.000000 Penalty: 5300.287598
	Iteration 0F: 3 clusters Score -5809761 nChanged 19976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5820726.500000 Penalty: 5300.287598
	Iteration 1F: 3 clusters Score -5820726 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5821256.500000 Penalty: 5300.287598
	Iteration 2Q: 3 clusters Score -5821256 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -5821875.500000 Penalty: 5300.287598
	Iteration 3Q: 3 clusters Score -5821876 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5822529.500000 Penalty: 5300.287598
	Iteration 4Q: 3 clusters Score -5822530 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5823357.000000 Penalty: 5300.287598
	Iteration 5Q: 3 clusters Score -5823357 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -5824590.500000 Penalty: 5300.287598
	Iteration 6F: 3 clusters Score -5824590 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -5826421.500000 Penalty: 5300.287598
	Iteration 7F: 3 clusters Score -5826422 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -5828696.500000 Penalty: 5300.287598
	Iteration 8F: 3 clusters Score -5828696 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -5831185.000000 Penalty: 5300.287598
	Iteration 9F: 3 clusters Score -5831185 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -5833127.500000 Penalty: 5300.287598
	Iteration 10F: 3 clusters Score -5833128 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5834508.000000 Penalty: 5300.287598
	Iteration 11Q: 3 clusters Score -5834508 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5835525.500000 Penalty: 5300.287598
	Iteration 12Q: 3 clusters Score -5835526 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5836219.000000 Penalty: 5300.287598
	Iteration 13Q: 3 clusters Score -5836219 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5836675.000000 Penalty: 5300.287598
	Iteration 14Q: 3 clusters Score -5836675 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5836911.500000 Penalty: 5300.287598
	Iteration 15Q: 3 clusters Score -5836912 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5837027.500000 Penalty: 5300.287598
	Iteration 16Q: 3 clusters Score -5837028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5837087.000000 Penalty: 5300.287598
	Iteration 17Q: 3 clusters Score -5837087 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5837128.000000 Penalty: 5300.287598
	Iteration 18Q: 3 clusters Score -5837128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5837163.000000 Penalty: 5300.287598
	Iteration 19Q: 3 clusters Score -5837163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5837179.500000 Penalty: 5300.287598
	Iteration 20F: 3 clusters Score -5837180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5837192.500000 Penalty: 5300.287598
	Iteration 21Q: 3 clusters Score -5837192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5837192.500000 Penalty: 5300.287598
	Iteration 22Q: 3 clusters Score -5837192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5837209.000000 Penalty: 5300.287598
	Iteration 23Q: 3 clusters Score -5837209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5837217.000000 Penalty: 5300.287598
	Iteration 24Q: 3 clusters Score -5837217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5837217.000000 Penalty: 5300.287598
	Iteration 25Q: 3 clusters Score -5837217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5837223.000000 Penalty: 5300.287598
	Iteration 26Q: 3 clusters Score -5837223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5837218.500000 Penalty: 5300.287598
	Iteration 27Q: 3 clusters Score -5837218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5837223.000000 Penalty: 5300.287598
	Iteration 28Q: 3 clusters Score -5837223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5837216.500000 Penalty: 5300.287598
	Iteration 29Q: 3 clusters Score -5837216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5837218.000000 Penalty: 5300.287598
	Iteration 30Q: 3 clusters Score -5837218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5837231.000000 Penalty: 5300.287598
	Iteration 31Q: 3 clusters Score -5837231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5837232.500000 Penalty: 5300.287598
	Iteration 32Q: 3 clusters Score -5837232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5837238.500000 Penalty: 5300.287598
	Iteration 33Q: 3 clusters Score -5837238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5837234.000000 Penalty: 5300.287598
	Iteration 34Q: 3 clusters Score -5837234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5837240.000000 Penalty: 5300.287598
	Iteration 35Q: 3 clusters Score -5837240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5837239.000000 Penalty: 5300.287598
	Iteration 36Q: 3 clusters Score -5837239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5837250.000000 Penalty: 5300.287598
	Iteration 37Q: 3 clusters Score -5837250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5837247.500000 Penalty: 5300.287598
	Iteration 38Q: 3 clusters Score -5837248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5837243.000000 Penalty: 5300.287598
	Iteration 39Q: 3 clusters Score -5837243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5837246.500000 Penalty: 5300.287598
	Iteration 40F: 3 clusters Score -5837246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5837249.000000 Penalty: 5300.287598
	Iteration 41Q: 3 clusters Score -5837249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5837254.000000 Penalty: 5300.287598
	Iteration 42Q: 3 clusters Score -5837254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5837252.500000 Penalty: 5300.287598
	Iteration 43Q: 3 clusters Score -5837252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5837255.500000 Penalty: 5300.287598
	Iteration 44Q: 3 clusters Score -5837256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5837253.500000 Penalty: 5300.287598
	Iteration 45Q: 3 clusters Score -5837254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5837254.500000 Penalty: 5300.287598
	Iteration 46Q: 3 clusters Score -5837254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5837255.000000 Penalty: 5300.287598
	Iteration 47Q: 3 clusters Score -5837255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5837252.000000 Penalty: 5300.287598
	Iteration 48Q: 3 clusters Score -5837252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5837248.500000 Penalty: 5300.287598
	Iteration 49Q: 3 clusters Score -5837248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5837253.000000 Penalty: 5300.287598
	Iteration 50Q: 3 clusters Score -5837253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5837253.000000 Penalty: 5300.287598
	Iteration 51Q: 3 clusters Score -5837253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5837263.500000 Penalty: 5300.287598
	Iteration 52Q: 3 clusters Score -5837264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5837259.000000 Penalty: 5300.287598
	Iteration 53Q: 3 clusters Score -5837259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5837262.500000 Penalty: 5300.287598
	Iteration 54Q: 3 clusters Score -5837262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5837262.500000 Penalty: 5300.287598
	Iteration 55F: 3 clusters Score -5837262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Entering Unmasked Estep 
Score: -7247097.500000 Penalty: 2707.729736
	Iteration 0F: 2 clusters Score -7247098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -7210188.000000 Penalty: 5415.459473
	Iteration 0F: 3 clusters Score -7210188 nChanged 25510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -7224334.500000 Penalty: 5415.459473
	Iteration 1F: 3 clusters Score -7224334 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -7225107.500000 Penalty: 5415.459473
	Iteration 2Q: 3 clusters Score -7225108 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -7226082.500000 Penalty: 5415.459473
	Iteration 3Q: 3 clusters Score -7226082 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -7227437.500000 Penalty: 5415.459473
	Iteration 4Q: 3 clusters Score -7227438 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -7229077.000000 Penalty: 5415.459473
	Iteration 5F: 3 clusters Score -7229077 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -7231074.000000 Penalty: 5415.459473
	Iteration 6F: 3 clusters Score -7231074 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -7233184.500000 Penalty: 5415.459473
	Iteration 7F: 3 clusters Score -7233184 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -7235274.000000 Penalty: 5415.459473
	Iteration 8F: 3 clusters Score -7235274 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -7237078.000000 Penalty: 5415.459473
	Iteration 9Q: 3 clusters Score -7237078 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -7238708.500000 Penalty: 5415.459473
	Iteration 10Q: 3 clusters Score -7238708 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -7240006.000000 Penalty: 5415.459473
	Iteration 11Q: 3 clusters Score -7240006 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -7241078.500000 Penalty: 5415.459473
	Iteration 12Q: 3 clusters Score -7241078 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -7242032.500000 Penalty: 5415.459473
	Iteration 13Q: 3 clusters Score -7242032 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -7242750.500000 Penalty: 5415.459473
	Iteration 14Q: 3 clusters Score -7242750 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -7243280.000000 Penalty: 5415.459473
	Iteration 15Q: 3 clusters Score -7243280 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -7243713.500000 Penalty: 5415.459473
	Iteration 16Q: 3 clusters Score -7243714 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -7244042.500000 Penalty: 5415.459473
	Iteration 17Q: 3 clusters Score -7244042 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -7244275.000000 Penalty: 5415.459473
	Iteration 18Q: 3 clusters Score -7244275 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -7244449.000000 Penalty: 5415.459473
	Iteration 19Q: 3 clusters Score -7244449 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -7244568.000000 Penalty: 5415.459473
	Iteration 20F: 3 clusters Score -7244568 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -7244676.000000 Penalty: 5415.459473
	Iteration 21Q: 3 clusters Score -7244676 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -7244751.500000 Penalty: 5415.459473
	Iteration 22Q: 3 clusters Score -7244752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -7244815.000000 Penalty: 5415.459473
	Iteration 23Q: 3 clusters Score -7244815 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -7244850.000000 Penalty: 5415.459473
	Iteration 24Q: 3 clusters Score -7244850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -7244871.500000 Penalty: 5415.459473
	Iteration 25Q: 3 clusters Score -7244872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -7244891.500000 Penalty: 5415.459473
	Iteration 26Q: 3 clusters Score -7244892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -7244899.000000 Penalty: 5415.459473
	Iteration 27Q: 3 clusters Score -7244899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -7244929.500000 Penalty: 5415.459473
	Iteration 28Q: 3 clusters Score -7244930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -7244952.500000 Penalty: 5415.459473
	Iteration 29Q: 3 clusters Score -7244952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -7244965.000000 Penalty: 5415.459473
	Iteration 30Q: 3 clusters Score -7244965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -7244956.500000 Penalty: 5415.459473
	Iteration 31Q: 3 clusters Score -7244956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -7244974.500000 Penalty: 5415.459473
	Iteration 32Q: 3 clusters Score -7244974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -7244985.500000 Penalty: 5415.459473
	Iteration 33Q: 3 clusters Score -7244986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -7245000.000000 Penalty: 5415.459473
	Iteration 34Q: 3 clusters Score -7245000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -7244998.500000 Penalty: 5415.459473
	Iteration 35Q: 3 clusters Score -7244998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -7245009.500000 Penalty: 5415.459473
	Iteration 36Q: 3 clusters Score -7245010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -7245006.500000 Penalty: 5415.459473
	Iteration 37Q: 3 clusters Score -7245006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -7245016.000000 Penalty: 5415.459473
	Iteration 38Q: 3 clusters Score -7245016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -7245017.500000 Penalty: 5415.459473
	Iteration 39Q: 3 clusters Score -7245018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -7245023.000000 Penalty: 5415.459473
	Iteration 40F: 3 clusters Score -7245023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -7245021.000000 Penalty: 5415.459473
	Iteration 41Q: 3 clusters Score -7245021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -7245023.500000 Penalty: 5415.459473
	Iteration 42Q: 3 clusters Score -7245024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -7245025.500000 Penalty: 5415.459473
	Iteration 43Q: 3 clusters Score -7245026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -7245022.000000 Penalty: 5415.459473
	Iteration 44Q: 3 clusters Score -7245022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -7245037.000000 Penalty: 5415.459473
	Iteration 45Q: 3 clusters Score -7245037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -7245039.000000 Penalty: 5415.459473
	Iteration 46Q: 3 clusters Score -7245039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -7245037.000000 Penalty: 5415.459473
	Iteration 47Q: 3 clusters Score -7245037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -7245045.500000 Penalty: 5415.459473
	Iteration 48Q: 3 clusters Score -7245046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -7245042.000000 Penalty: 5415.459473
	Iteration 49Q: 3 clusters Score -7245042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -7245035.500000 Penalty: 5415.459473
	Iteration 50Q: 3 clusters Score -7245036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -7245035.000000 Penalty: 5415.459473
	Iteration 51Q: 3 clusters Score -7245035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -7245038.500000 Penalty: 5415.459473
	Iteration 52Q: 3 clusters Score -7245038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -7245035.500000 Penalty: 5415.459473
	Iteration 53Q: 3 clusters Score -7245036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -7245039.000000 Penalty: 5415.459473
	Iteration 54Q: 3 clusters Score -7245039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7245041.500000 Penalty: 5415.459473
	Iteration 55Q: 3 clusters Score -7245042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -7245047.000000 Penalty: 5415.459473
	Iteration 56Q: 3 clusters Score -7245047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7245045.500000 Penalty: 5415.459473
	Iteration 57Q: 3 clusters Score -7245046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -7245046.000000 Penalty: 5415.459473
	Iteration 58Q: 3 clusters Score -7245046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -7245048.000000 Penalty: 5415.459473
	Iteration 59Q: 3 clusters Score -7245048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -7245045.500000 Penalty: 5415.459473
	Iteration 60F: 3 clusters Score -7245046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7245047.000000 Penalty: 5415.459473
	Iteration 61Q: 3 clusters Score -7245047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -7245056.000000 Penalty: 5415.459473
	Iteration 62Q: 3 clusters Score -7245056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -7245055.500000 Penalty: 5415.459473
	Iteration 63Q: 3 clusters Score -7245056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7245059.000000 Penalty: 5415.459473
	Iteration 64Q: 3 clusters Score -7245059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7245059.000000 Penalty: 5415.459473
	Iteration 65F: 3 clusters Score -7245059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -431814.781250 Penalty: 2018.942871
	Iteration 0F: 2 clusters Score -431814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -428279.281250 Penalty: 4037.885742
	Iteration 0F: 3 clusters Score -428279.3 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -429107.968750 Penalty: 4037.885742
	Iteration 1F: 3 clusters Score -429108 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -429486.468750 Penalty: 4037.885742
	Iteration 2F: 3 clusters Score -429486.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -429951.718750 Penalty: 4037.885742
	Iteration 3F: 3 clusters Score -429951.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -430626.625000 Penalty: 4037.885742
	Iteration 4F: 3 clusters Score -430626.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -431227.906250 Penalty: 4037.885742
	Iteration 5F: 3 clusters Score -431227.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -431579.187500 Penalty: 4037.885742
	Iteration 6F: 3 clusters Score -431579.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -431842.437500 Penalty: 4037.885742
	Iteration 7Q: 3 clusters Score -431842.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -432042.343750 Penalty: 4037.885742
	Iteration 8Q: 3 clusters Score -432042.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -432186.093750 Penalty: 4037.885742
	Iteration 9Q: 3 clusters Score -432186.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -432288.187500 Penalty: 4037.885742
	Iteration 10Q: 3 clusters Score -432288.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -432330.375000 Penalty: 4037.885742
	Iteration 11Q: 3 clusters Score -432330.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -432348.031250 Penalty: 4037.885742
	Iteration 12Q: 3 clusters Score -432348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -432360.593750 Penalty: 4037.885742
	Iteration 13Q: 3 clusters Score -432360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -432368.500000 Penalty: 4037.885742
	Iteration 14Q: 3 clusters Score -432368.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -432370.843750 Penalty: 4037.885742
	Iteration 15Q: 3 clusters Score -432370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -432372.468750 Penalty: 4037.885742
	Iteration 16Q: 3 clusters Score -432372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -432373.343750 Penalty: 4037.885742
	Iteration 17Q: 3 clusters Score -432373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -432373.562500 Penalty: 4037.885742
	Iteration 18Q: 3 clusters Score -432373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -432375.468750 Penalty: 4037.885742
	Iteration 19Q: 3 clusters Score -432375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -432376.250000 Penalty: 4037.885742
	Iteration 20F: 3 clusters Score -432376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -432376.750000 Penalty: 4037.885742
	Iteration 21Q: 3 clusters Score -432376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -432378.500000 Penalty: 4037.885742
	Iteration 22Q: 3 clusters Score -432378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -432378.375000 Penalty: 4037.885742
	Iteration 23Q: 3 clusters Score -432378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -432378.375000 Penalty: 4037.885742
	Iteration 24F: 3 clusters Score -432378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 18802 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216731 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55175 members 
Mstep: Class 19 contains 1998 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42726 members 
Mstep: Class 23 contains 20471 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27020 members 
Mstep: Class 29 contains 191811 members 
Mstep: Class 30 contains 1434 members 
Entering Unmasked Estep 
Score: -133257352.000000 Penalty: 102991.429688
Splitting cluster 19 changes total score from -133258160.000000 to -133257352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -764106.500000 Penalty: 2139.881836
	Iteration 0F: 2 clusters Score -764106.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -759250.312500 Penalty: 4279.763672
	Iteration 0F: 3 clusters Score -759250.3 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -760393.937500 Penalty: 4279.763672
	Iteration 1F: 3 clusters Score -760393.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -760578.437500 Penalty: 4279.763672
	Iteration 2F: 3 clusters Score -760578.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -760668.500000 Penalty: 4279.763672
	Iteration 3Q: 3 clusters Score -760668.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -760726.937500 Penalty: 4279.763672
	Iteration 4Q: 3 clusters Score -760726.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -760775.562500 Penalty: 4279.763672
	Iteration 5Q: 3 clusters Score -760775.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -760811.000000 Penalty: 4279.763672
	Iteration 6Q: 3 clusters Score -760811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -760839.187500 Penalty: 4279.763672
	Iteration 7Q: 3 clusters Score -760839.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -760864.625000 Penalty: 4279.763672
	Iteration 8Q: 3 clusters Score -760864.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -760884.125000 Penalty: 4279.763672
	Iteration 9Q: 3 clusters Score -760884.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -760901.187500 Penalty: 4279.763672
	Iteration 10Q: 3 clusters Score -760901.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -760911.375000 Penalty: 4279.763672
	Iteration 11Q: 3 clusters Score -760911.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -760921.937500 Penalty: 4279.763672
	Iteration 12Q: 3 clusters Score -760921.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -760931.500000 Penalty: 4279.763672
	Iteration 13Q: 3 clusters Score -760931.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -760943.312500 Penalty: 4279.763672
	Iteration 14Q: 3 clusters Score -760943.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -760951.750000 Penalty: 4279.763672
	Iteration 15Q: 3 clusters Score -760951.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -760958.500000 Penalty: 4279.763672
	Iteration 16Q: 3 clusters Score -760958.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -760968.937500 Penalty: 4279.763672
	Iteration 17Q: 3 clusters Score -760968.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -760974.062500 Penalty: 4279.763672
	Iteration 18Q: 3 clusters Score -760974.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -760981.000000 Penalty: 4279.763672
	Iteration 19Q: 3 clusters Score -760981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -760991.062500 Penalty: 4279.763672
	Iteration 20F: 3 clusters Score -760991.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -761000.687500 Penalty: 4279.763672
	Iteration 21Q: 3 clusters Score -761000.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -761013.375000 Penalty: 4279.763672
	Iteration 22Q: 3 clusters Score -761013.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -761025.687500 Penalty: 4279.763672
	Iteration 23Q: 3 clusters Score -761025.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -761039.812500 Penalty: 4279.763672
	Iteration 24Q: 3 clusters Score -761039.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -761052.562500 Penalty: 4279.763672
	Iteration 25Q: 3 clusters Score -761052.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -761062.000000 Penalty: 4279.763672
	Iteration 26Q: 3 clusters Score -761062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -761072.187500 Penalty: 4279.763672
	Iteration 27Q: 3 clusters Score -761072.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -761085.562500 Penalty: 4279.763672
	Iteration 28Q: 3 clusters Score -761085.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -761099.875000 Penalty: 4279.763672
	Iteration 29Q: 3 clusters Score -761099.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -761120.125000 Penalty: 4279.763672
	Iteration 30Q: 3 clusters Score -761120.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -761139.812500 Penalty: 4279.763672
	Iteration 31Q: 3 clusters Score -761139.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -761158.937500 Penalty: 4279.763672
	Iteration 32Q: 3 clusters Score -761158.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -761179.375000 Penalty: 4279.763672
	Iteration 33Q: 3 clusters Score -761179.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -761206.250000 Penalty: 4279.763672
	Iteration 34Q: 3 clusters Score -761206.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -761230.000000 Penalty: 4279.763672
	Iteration 35Q: 3 clusters Score -761230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -761256.625000 Penalty: 4279.763672
	Iteration 36Q: 3 clusters Score -761256.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -761288.312500 Penalty: 4279.763672
	Iteration 37Q: 3 clusters Score -761288.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -761322.562500 Penalty: 4279.763672
	Iteration 38Q: 3 clusters Score -761322.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -761361.375000 Penalty: 4279.763672
	Iteration 39Q: 3 clusters Score -761361.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -761419.000000 Penalty: 4279.763672
	Iteration 40F: 3 clusters Score -761419 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -761472.812500 Penalty: 4279.763672
	Iteration 41Q: 3 clusters Score -761472.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -761539.062500 Penalty: 4279.763672
	Iteration 42Q: 3 clusters Score -761539.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -761612.687500 Penalty: 4279.763672
	Iteration 43Q: 3 clusters Score -761612.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -761690.500000 Penalty: 4279.763672
	Iteration 44Q: 3 clusters Score -761690.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -761777.312500 Penalty: 4279.763672
	Iteration 45Q: 3 clusters Score -761777.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -761851.187500 Penalty: 4279.763672
	Iteration 46Q: 3 clusters Score -761851.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -761900.312500 Penalty: 4279.763672
	Iteration 47Q: 3 clusters Score -761900.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -761956.312500 Penalty: 4279.763672
	Iteration 48Q: 3 clusters Score -761956.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -761997.500000 Penalty: 4279.763672
	Iteration 49Q: 3 clusters Score -761997.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -762041.312500 Penalty: 4279.763672
	Iteration 50Q: 3 clusters Score -762041.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -762078.125000 Penalty: 4279.763672
	Iteration 51Q: 3 clusters Score -762078.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -762106.500000 Penalty: 4279.763672
	Iteration 52Q: 3 clusters Score -762106.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -762121.375000 Penalty: 4279.763672
	Iteration 53Q: 3 clusters Score -762121.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -762134.062500 Penalty: 4279.763672
	Iteration 54Q: 3 clusters Score -762134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -762145.250000 Penalty: 4279.763672
	Iteration 55Q: 3 clusters Score -762145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -762151.187500 Penalty: 4279.763672
	Iteration 56Q: 3 clusters Score -762151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -762158.187500 Penalty: 4279.763672
	Iteration 57Q: 3 clusters Score -762158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -762160.062500 Penalty: 4279.763672
	Iteration 58Q: 3 clusters Score -762160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -762164.875000 Penalty: 4279.763672
	Iteration 59Q: 3 clusters Score -762164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -762172.250000 Penalty: 4279.763672
	Iteration 60F: 3 clusters Score -762172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -762180.125000 Penalty: 4279.763672
	Iteration 61Q: 3 clusters Score -762180.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -762182.625000 Penalty: 4279.763672
	Iteration 62Q: 3 clusters Score -762182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -762185.437500 Penalty: 4279.763672
	Iteration 63Q: 3 clusters Score -762185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -762185.937500 Penalty: 4279.763672
	Iteration 64Q: 3 clusters Score -762185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -762187.250000 Penalty: 4279.763672
	Iteration 65Q: 3 clusters Score -762187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -762187.187500 Penalty: 4279.763672
	Iteration 66Q: 3 clusters Score -762187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -762187.187500 Penalty: 4279.763672
	Iteration 67F: 3 clusters Score -762187.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24579.009766 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24579.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23461.980469 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23461.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23619.695312 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23619.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23678.289062 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -23678.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23700.478516 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23700.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23714.626953 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23714.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23738.181641 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -23738.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23758.417969 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -23758.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23760.017578 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -23760.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23760.017578 Penalty: 2773.129639
	Iteration 8F: 3 clusters Score -23760.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Entering Unmasked Estep 
Score: -5546720.500000 Penalty: 2644.315674
	Iteration 0F: 2 clusters Score -5546720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -5517760.000000 Penalty: 5288.631348
	Iteration 0F: 3 clusters Score -5517760 nChanged 19605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -5528391.000000 Penalty: 5288.631348
	Iteration 1F: 3 clusters Score -5528391 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -5528788.500000 Penalty: 5288.631348
	Iteration 2Q: 3 clusters Score -5528788 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -5529134.500000 Penalty: 5288.631348
	Iteration 3Q: 3 clusters Score -5529134 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -5529499.000000 Penalty: 5288.631348
	Iteration 4Q: 3 clusters Score -5529499 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5529874.000000 Penalty: 5288.631348
	Iteration 5Q: 3 clusters Score -5529874 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -5530270.500000 Penalty: 5288.631348
	Iteration 6Q: 3 clusters Score -5530270 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5530781.500000 Penalty: 5288.631348
	Iteration 7Q: 3 clusters Score -5530782 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -5531395.000000 Penalty: 5288.631348
	Iteration 8Q: 3 clusters Score -5531395 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -5532311.000000 Penalty: 5288.631348
	Iteration 9Q: 3 clusters Score -5532311 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5533411.000000 Penalty: 5288.631348
	Iteration 10Q: 3 clusters Score -5533411 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5534751.000000 Penalty: 5288.631348
	Iteration 11Q: 3 clusters Score -5534751 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5536219.000000 Penalty: 5288.631348
	Iteration 12F: 3 clusters Score -5536219 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -5537416.500000 Penalty: 5288.631348
	Iteration 13F: 3 clusters Score -5537416 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -5538438.000000 Penalty: 5288.631348
	Iteration 14Q: 3 clusters Score -5538438 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -5539206.000000 Penalty: 5288.631348
	Iteration 15Q: 3 clusters Score -5539206 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -5539696.500000 Penalty: 5288.631348
	Iteration 16Q: 3 clusters Score -5539696 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -5540027.500000 Penalty: 5288.631348
	Iteration 17Q: 3 clusters Score -5540028 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -5540304.000000 Penalty: 5288.631348
	Iteration 18Q: 3 clusters Score -5540304 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -5540528.500000 Penalty: 5288.631348
	Iteration 19Q: 3 clusters Score -5540528 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -5540732.500000 Penalty: 5288.631348
	Iteration 20F: 3 clusters Score -5540732 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -5540982.500000 Penalty: 5288.631348
	Iteration 21Q: 3 clusters Score -5540982 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -5541175.500000 Penalty: 5288.631348
	Iteration 22Q: 3 clusters Score -5541176 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5541343.000000 Penalty: 5288.631348
	Iteration 23Q: 3 clusters Score -5541343 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5541498.000000 Penalty: 5288.631348
	Iteration 24Q: 3 clusters Score -5541498 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -5541675.000000 Penalty: 5288.631348
	Iteration 25Q: 3 clusters Score -5541675 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -5541844.000000 Penalty: 5288.631348
	Iteration 26Q: 3 clusters Score -5541844 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -5542017.500000 Penalty: 5288.631348
	Iteration 27Q: 3 clusters Score -5542018 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -5542182.000000 Penalty: 5288.631348
	Iteration 28Q: 3 clusters Score -5542182 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -5542376.500000 Penalty: 5288.631348
	Iteration 29Q: 3 clusters Score -5542376 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -5542547.000000 Penalty: 5288.631348
	Iteration 30Q: 3 clusters Score -5542547 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -5542686.500000 Penalty: 5288.631348
	Iteration 31Q: 3 clusters Score -5542686 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -5542851.500000 Penalty: 5288.631348
	Iteration 32Q: 3 clusters Score -5542852 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5542979.500000 Penalty: 5288.631348
	Iteration 33Q: 3 clusters Score -5542980 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -5543120.000000 Penalty: 5288.631348
	Iteration 34Q: 3 clusters Score -5543120 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -5543278.500000 Penalty: 5288.631348
	Iteration 35Q: 3 clusters Score -5543278 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -5543371.000000 Penalty: 5288.631348
	Iteration 36Q: 3 clusters Score -5543371 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -5543457.000000 Penalty: 5288.631348
	Iteration 37Q: 3 clusters Score -5543457 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5543586.500000 Penalty: 5288.631348
	Iteration 38Q: 3 clusters Score -5543586 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -5543677.000000 Penalty: 5288.631348
	Iteration 39Q: 3 clusters Score -5543677 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5543752.500000 Penalty: 5288.631348
	Iteration 40F: 3 clusters Score -5543752 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -5543809.000000 Penalty: 5288.631348
	Iteration 41Q: 3 clusters Score -5543809 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -5543850.500000 Penalty: 5288.631348
	Iteration 42Q: 3 clusters Score -5543850 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -5543894.000000 Penalty: 5288.631348
	Iteration 43Q: 3 clusters Score -5543894 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -5543947.500000 Penalty: 5288.631348
	Iteration 44Q: 3 clusters Score -5543948 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5543997.500000 Penalty: 5288.631348
	Iteration 45Q: 3 clusters Score -5543998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -5544026.000000 Penalty: 5288.631348
	Iteration 46Q: 3 clusters Score -5544026 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5544078.000000 Penalty: 5288.631348
	Iteration 47Q: 3 clusters Score -5544078 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -5544115.000000 Penalty: 5288.631348
	Iteration 48Q: 3 clusters Score -5544115 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5544154.500000 Penalty: 5288.631348
	Iteration 49Q: 3 clusters Score -5544154 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5544194.000000 Penalty: 5288.631348
	Iteration 50Q: 3 clusters Score -5544194 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5544234.500000 Penalty: 5288.631348
	Iteration 51Q: 3 clusters Score -5544234 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5544252.000000 Penalty: 5288.631348
	Iteration 52Q: 3 clusters Score -5544252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -5544275.000000 Penalty: 5288.631348
	Iteration 53Q: 3 clusters Score -5544275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5544292.500000 Penalty: 5288.631348
	Iteration 54Q: 3 clusters Score -5544292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5544317.000000 Penalty: 5288.631348
	Iteration 55Q: 3 clusters Score -5544317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5544334.500000 Penalty: 5288.631348
	Iteration 56Q: 3 clusters Score -5544334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5544355.500000 Penalty: 5288.631348
	Iteration 57Q: 3 clusters Score -5544356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -5544359.000000 Penalty: 5288.631348
	Iteration 58Q: 3 clusters Score -5544359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -5544378.500000 Penalty: 5288.631348
	Iteration 59Q: 3 clusters Score -5544378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5544382.000000 Penalty: 5288.631348
	Iteration 60F: 3 clusters Score -5544382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5544407.000000 Penalty: 5288.631348
	Iteration 61Q: 3 clusters Score -5544407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5544418.000000 Penalty: 5288.631348
	Iteration 62Q: 3 clusters Score -5544418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -5544413.000000 Penalty: 5288.631348
	Iteration 63Q: 3 clusters Score -5544413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5544432.000000 Penalty: 5288.631348
	Iteration 64Q: 3 clusters Score -5544432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5544446.500000 Penalty: 5288.631348
	Iteration 65Q: 3 clusters Score -5544446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5544454.000000 Penalty: 5288.631348
	Iteration 66Q: 3 clusters Score -5544454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -5544454.000000 Penalty: 5288.631348
	Iteration 67Q: 3 clusters Score -5544454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5544464.000000 Penalty: 5288.631348
	Iteration 68Q: 3 clusters Score -5544464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -5544467.500000 Penalty: 5288.631348
	Iteration 69Q: 3 clusters Score -5544468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -5544469.000000 Penalty: 5288.631348
	Iteration 70Q: 3 clusters Score -5544469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5544478.000000 Penalty: 5288.631348
	Iteration 71Q: 3 clusters Score -5544478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -5544471.500000 Penalty: 5288.631348
	Iteration 72Q: 3 clusters Score -5544472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -5544480.000000 Penalty: 5288.631348
	Iteration 73Q: 3 clusters Score -5544480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -5544482.000000 Penalty: 5288.631348
	Iteration 74Q: 3 clusters Score -5544482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5544489.500000 Penalty: 5288.631348
	Iteration 75Q: 3 clusters Score -5544490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5544494.500000 Penalty: 5288.631348
	Iteration 76Q: 3 clusters Score -5544494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5544497.500000 Penalty: 5288.631348
	Iteration 77Q: 3 clusters Score -5544498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5544512.000000 Penalty: 5288.631348
	Iteration 78Q: 3 clusters Score -5544512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5544516.500000 Penalty: 5288.631348
	Iteration 79Q: 3 clusters Score -5544516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -5544526.000000 Penalty: 5288.631348
	Iteration 80F: 3 clusters Score -5544526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -5544527.000000 Penalty: 5288.631348
	Iteration 81Q: 3 clusters Score -5544527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -5544536.500000 Penalty: 5288.631348
	Iteration 82Q: 3 clusters Score -5544536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -5544537.500000 Penalty: 5288.631348
	Iteration 83Q: 3 clusters Score -5544538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -5544534.000000 Penalty: 5288.631348
	Iteration 84Q: 3 clusters Score -5544534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5544540.500000 Penalty: 5288.631348
	Iteration 85Q: 3 clusters Score -5544540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5544541.500000 Penalty: 5288.631348
	Iteration 86Q: 3 clusters Score -5544542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -5544539.500000 Penalty: 5288.631348
	Iteration 87Q: 3 clusters Score -5544540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -5544552.000000 Penalty: 5288.631348
	Iteration 88Q: 3 clusters Score -5544552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -5544556.500000 Penalty: 5288.631348
	Iteration 89Q: 3 clusters Score -5544556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -5544563.000000 Penalty: 5288.631348
	Iteration 90Q: 3 clusters Score -5544563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5544566.500000 Penalty: 5288.631348
	Iteration 91Q: 3 clusters Score -5544566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -5544566.500000 Penalty: 5288.631348
	Iteration 92Q: 3 clusters Score -5544566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5544570.000000 Penalty: 5288.631348
	Iteration 93Q: 3 clusters Score -5544570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5544570.000000 Penalty: 5288.631348
	Iteration 94F: 3 clusters Score -5544570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Entering Unmasked Estep 
Score: -2759190.250000 Penalty: 2461.837646
	Iteration 0F: 2 clusters Score -2759190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2744855.250000 Penalty: 4923.675293
	Iteration 0F: 3 clusters Score -2744855 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2749449.250000 Penalty: 4923.675293
	Iteration 1F: 3 clusters Score -2749449 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2749854.500000 Penalty: 4923.675293
	Iteration 2Q: 3 clusters Score -2749854 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2750303.500000 Penalty: 4923.675293
	Iteration 3Q: 3 clusters Score -2750304 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2751020.250000 Penalty: 4923.675293
	Iteration 4F: 3 clusters Score -2751020 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2751904.000000 Penalty: 4923.675293
	Iteration 5F: 3 clusters Score -2751904 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2752821.750000 Penalty: 4923.675293
	Iteration 6F: 3 clusters Score -2752822 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2753782.250000 Penalty: 4923.675293
	Iteration 7F: 3 clusters Score -2753782 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2754721.250000 Penalty: 4923.675293
	Iteration 8F: 3 clusters Score -2754721 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2755614.250000 Penalty: 4923.675293
	Iteration 9F: 3 clusters Score -2755614 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2756259.500000 Penalty: 4923.675293
	Iteration 10Q: 3 clusters Score -2756260 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2756708.500000 Penalty: 4923.675293
	Iteration 11Q: 3 clusters Score -2756708 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2757024.250000 Penalty: 4923.675293
	Iteration 12Q: 3 clusters Score -2757024 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2757249.250000 Penalty: 4923.675293
	Iteration 13Q: 3 clusters Score -2757249 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2757417.250000 Penalty: 4923.675293
	Iteration 14Q: 3 clusters Score -2757417 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2757544.250000 Penalty: 4923.675293
	Iteration 15Q: 3 clusters Score -2757544 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2757652.500000 Penalty: 4923.675293
	Iteration 16Q: 3 clusters Score -2757652 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2757730.250000 Penalty: 4923.675293
	Iteration 17Q: 3 clusters Score -2757730 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2757790.250000 Penalty: 4923.675293
	Iteration 18Q: 3 clusters Score -2757790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2757832.250000 Penalty: 4923.675293
	Iteration 19Q: 3 clusters Score -2757832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2757849.000000 Penalty: 4923.675293
	Iteration 20F: 3 clusters Score -2757849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2757873.000000 Penalty: 4923.675293
	Iteration 21Q: 3 clusters Score -2757873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2757890.500000 Penalty: 4923.675293
	Iteration 22Q: 3 clusters Score -2757890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2757908.000000 Penalty: 4923.675293
	Iteration 23Q: 3 clusters Score -2757908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2757915.250000 Penalty: 4923.675293
	Iteration 24Q: 3 clusters Score -2757915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2757919.250000 Penalty: 4923.675293
	Iteration 25Q: 3 clusters Score -2757919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2757926.250000 Penalty: 4923.675293
	Iteration 26Q: 3 clusters Score -2757926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2757939.500000 Penalty: 4923.675293
	Iteration 27Q: 3 clusters Score -2757940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2757948.250000 Penalty: 4923.675293
	Iteration 28Q: 3 clusters Score -2757948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2757952.250000 Penalty: 4923.675293
	Iteration 29Q: 3 clusters Score -2757952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2757951.750000 Penalty: 4923.675293
	Iteration 30Q: 3 clusters Score -2757952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2757956.500000 Penalty: 4923.675293
	Iteration 31Q: 3 clusters Score -2757956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2757959.250000 Penalty: 4923.675293
	Iteration 32Q: 3 clusters Score -2757959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2757964.750000 Penalty: 4923.675293
	Iteration 33Q: 3 clusters Score -2757965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2757963.250000 Penalty: 4923.675293
	Iteration 34Q: 3 clusters Score -2757963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2757966.000000 Penalty: 4923.675293
	Iteration 35Q: 3 clusters Score -2757966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2757967.000000 Penalty: 4923.675293
	Iteration 36Q: 3 clusters Score -2757967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2757968.750000 Penalty: 4923.675293
	Iteration 37Q: 3 clusters Score -2757969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2757967.500000 Penalty: 4923.675293
	Iteration 38Q: 3 clusters Score -2757968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2757967.500000 Penalty: 4923.675293
	Iteration 39F: 3 clusters Score -2757968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Entering Unmasked Estep 
Score: -3503047.500000 Penalty: 2521.417236
	Iteration 0F: 2 clusters Score -3503048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3485071.000000 Penalty: 5042.834473
	Iteration 0F: 3 clusters Score -3485071 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3491359.000000 Penalty: 5042.834473
	Iteration 1F: 3 clusters Score -3491359 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3491872.500000 Penalty: 5042.834473
	Iteration 2Q: 3 clusters Score -3491872 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3492406.500000 Penalty: 5042.834473
	Iteration 3Q: 3 clusters Score -3492406 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3493026.250000 Penalty: 5042.834473
	Iteration 4Q: 3 clusters Score -3493026 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3493714.000000 Penalty: 5042.834473
	Iteration 5F: 3 clusters Score -3493714 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3494547.000000 Penalty: 5042.834473
	Iteration 6F: 3 clusters Score -3494547 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3495433.000000 Penalty: 5042.834473
	Iteration 7F: 3 clusters Score -3495433 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3496443.750000 Penalty: 5042.834473
	Iteration 8F: 3 clusters Score -3496444 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3497414.000000 Penalty: 5042.834473
	Iteration 9F: 3 clusters Score -3497414 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3498332.750000 Penalty: 5042.834473
	Iteration 10F: 3 clusters Score -3498333 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3499169.250000 Penalty: 5042.834473
	Iteration 11Q: 3 clusters Score -3499169 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3499872.750000 Penalty: 5042.834473
	Iteration 12Q: 3 clusters Score -3499873 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3500436.000000 Penalty: 5042.834473
	Iteration 13Q: 3 clusters Score -3500436 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3500952.750000 Penalty: 5042.834473
	Iteration 14Q: 3 clusters Score -3500953 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3501376.500000 Penalty: 5042.834473
	Iteration 15Q: 3 clusters Score -3501376 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3501730.000000 Penalty: 5042.834473
	Iteration 16Q: 3 clusters Score -3501730 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3502002.500000 Penalty: 5042.834473
	Iteration 17Q: 3 clusters Score -3502002 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3502213.000000 Penalty: 5042.834473
	Iteration 18Q: 3 clusters Score -3502213 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3502351.500000 Penalty: 5042.834473
	Iteration 19Q: 3 clusters Score -3502352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3502475.500000 Penalty: 5042.834473
	Iteration 20F: 3 clusters Score -3502476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3502553.000000 Penalty: 5042.834473
	Iteration 21Q: 3 clusters Score -3502553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3502590.000000 Penalty: 5042.834473
	Iteration 22Q: 3 clusters Score -3502590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3502614.000000 Penalty: 5042.834473
	Iteration 23Q: 3 clusters Score -3502614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3502634.250000 Penalty: 5042.834473
	Iteration 24Q: 3 clusters Score -3502634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3502648.250000 Penalty: 5042.834473
	Iteration 25Q: 3 clusters Score -3502648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3502656.250000 Penalty: 5042.834473
	Iteration 26Q: 3 clusters Score -3502656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3502666.250000 Penalty: 5042.834473
	Iteration 27Q: 3 clusters Score -3502666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3502673.750000 Penalty: 5042.834473
	Iteration 28Q: 3 clusters Score -3502674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3502684.750000 Penalty: 5042.834473
	Iteration 29Q: 3 clusters Score -3502685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3502689.750000 Penalty: 5042.834473
	Iteration 30Q: 3 clusters Score -3502690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3502689.500000 Penalty: 5042.834473
	Iteration 31Q: 3 clusters Score -3502690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3502689.000000 Penalty: 5042.834473
	Iteration 32Q: 3 clusters Score -3502689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3502695.750000 Penalty: 5042.834473
	Iteration 33Q: 3 clusters Score -3502696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3502695.000000 Penalty: 5042.834473
	Iteration 34Q: 3 clusters Score -3502695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3502695.000000 Penalty: 5042.834473
	Iteration 35Q: 3 clusters Score -3502695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3502692.750000 Penalty: 5042.834473
	Iteration 36Q: 3 clusters Score -3502693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3502693.750000 Penalty: 5042.834473
	Iteration 37Q: 3 clusters Score -3502694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3502693.750000 Penalty: 5042.834473
	Iteration 38F: 3 clusters Score -3502694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -263977.750000 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -263977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -261321.281250 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -261321.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -261836.562500 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -261836.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -261987.765625 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -261987.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -262068.515625 Penalty: 3788.546387
	Iteration 3Q: 3 clusters Score -262068.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -262145.031250 Penalty: 3788.546387
	Iteration 4Q: 3 clusters Score -262145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -262224.312500 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -262224.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -262286.031250 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -262286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -262350.718750 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -262350.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -262447.937500 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -262447.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -262565.468750 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -262565.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -262649.781250 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -262649.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -262722.250000 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -262722.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -262809.375000 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -262809.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -262875.656250 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -262875.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -262942.218750 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -262942.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -263032.187500 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -263032.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -263115.875000 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -263115.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -263166.687500 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -263166.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -263203.406250 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -263203.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -263230.531250 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -263230.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -263244.843750 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -263244.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -263258.062500 Penalty: 3788.546387
	Iteration 21Q: 3 clusters Score -263258.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263268.093750 Penalty: 3788.546387
	Iteration 22Q: 3 clusters Score -263268.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -263275.718750 Penalty: 3788.546387
	Iteration 23Q: 3 clusters Score -263275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263276.812500 Penalty: 3788.546387
	Iteration 24Q: 3 clusters Score -263276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263276.812500 Penalty: 3788.546387
	Iteration 25F: 3 clusters Score -263276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -75067.109375 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -75067.11 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 327 members 
Entering Unmasked Estep 
Score: -73512.187500 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -73512.19 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73904.695312 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -73904.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74052.554688 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -74052.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74224.539062 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -74224.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74391.625000 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -74391.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74505.148438 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -74505.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74547.210938 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -74547.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74582.109375 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -74582.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74607.968750 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -74607.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74627.710938 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -74627.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74661.312500 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -74661.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74704.828125 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -74704.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74733.984375 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -74733.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74749.093750 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -74749.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74749.093750 Penalty: 3242.917236
	Iteration 14F: 3 clusters Score -74749.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -299825.562500 Penalty: 1920.438477
	Iteration 0F: 2 clusters Score -299825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -296967.687500 Penalty: 3840.876953
	Iteration 0F: 3 clusters Score -296967.7 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -297513.125000 Penalty: 3840.876953
	Iteration 1F: 3 clusters Score -297513.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -297701.750000 Penalty: 3840.876953
	Iteration 2F: 3 clusters Score -297701.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -297821.187500 Penalty: 3840.876953
	Iteration 3Q: 3 clusters Score -297821.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -297928.375000 Penalty: 3840.876953
	Iteration 4Q: 3 clusters Score -297928.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -297994.656250 Penalty: 3840.876953
	Iteration 5Q: 3 clusters Score -297994.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -298038.812500 Penalty: 3840.876953
	Iteration 6Q: 3 clusters Score -298038.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -298073.187500 Penalty: 3840.876953
	Iteration 7Q: 3 clusters Score -298073.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -298102.281250 Penalty: 3840.876953
	Iteration 8Q: 3 clusters Score -298102.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -298121.218750 Penalty: 3840.876953
	Iteration 9Q: 3 clusters Score -298121.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -298138.656250 Penalty: 3840.876953
	Iteration 10Q: 3 clusters Score -298138.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -298160.187500 Penalty: 3840.876953
	Iteration 11Q: 3 clusters Score -298160.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -298187.093750 Penalty: 3840.876953
	Iteration 12Q: 3 clusters Score -298187.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -298210.843750 Penalty: 3840.876953
	Iteration 13Q: 3 clusters Score -298210.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -298229.500000 Penalty: 3840.876953
	Iteration 14Q: 3 clusters Score -298229.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -298239.218750 Penalty: 3840.876953
	Iteration 15Q: 3 clusters Score -298239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -298245.781250 Penalty: 3840.876953
	Iteration 16Q: 3 clusters Score -298245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -298254.125000 Penalty: 3840.876953
	Iteration 17Q: 3 clusters Score -298254.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -298266.031250 Penalty: 3840.876953
	Iteration 18Q: 3 clusters Score -298266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -298276.500000 Penalty: 3840.876953
	Iteration 19Q: 3 clusters Score -298276.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -298286.562500 Penalty: 3840.876953
	Iteration 20F: 3 clusters Score -298286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -298297.093750 Penalty: 3840.876953
	Iteration 21Q: 3 clusters Score -298297.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -298305.875000 Penalty: 3840.876953
	Iteration 22Q: 3 clusters Score -298305.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -298317.000000 Penalty: 3840.876953
	Iteration 23Q: 3 clusters Score -298317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -298331.062500 Penalty: 3840.876953
	Iteration 24Q: 3 clusters Score -298331.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -298339.687500 Penalty: 3840.876953
	Iteration 25Q: 3 clusters Score -298339.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -298347.406250 Penalty: 3840.876953
	Iteration 26Q: 3 clusters Score -298347.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -298351.468750 Penalty: 3840.876953
	Iteration 27Q: 3 clusters Score -298351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -298352.843750 Penalty: 3840.876953
	Iteration 28Q: 3 clusters Score -298352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -298353.062500 Penalty: 3840.876953
	Iteration 29Q: 3 clusters Score -298353.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -298354.468750 Penalty: 3840.876953
	Iteration 30Q: 3 clusters Score -298354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -298355.781250 Penalty: 3840.876953
	Iteration 31Q: 3 clusters Score -298355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -298356.531250 Penalty: 3840.876953
	Iteration 32Q: 3 clusters Score -298356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -298356.531250 Penalty: 3840.876953
	Iteration 33F: 3 clusters Score -298356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Entering Unmasked Estep 
Score: -3643977.750000 Penalty: 2530.674316
	Iteration 0F: 2 clusters Score -3643978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3625231.000000 Penalty: 5061.348633
	Iteration 0F: 3 clusters Score -3625231 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3631793.500000 Penalty: 5061.348633
	Iteration 1F: 3 clusters Score -3631794 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3632161.250000 Penalty: 5061.348633
	Iteration 2Q: 3 clusters Score -3632161 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3632460.500000 Penalty: 5061.348633
	Iteration 3Q: 3 clusters Score -3632460 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3632784.500000 Penalty: 5061.348633
	Iteration 4Q: 3 clusters Score -3632784 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3633115.250000 Penalty: 5061.348633
	Iteration 5Q: 3 clusters Score -3633115 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3633432.500000 Penalty: 5061.348633
	Iteration 6Q: 3 clusters Score -3633432 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3633831.750000 Penalty: 5061.348633
	Iteration 7Q: 3 clusters Score -3633832 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3634337.000000 Penalty: 5061.348633
	Iteration 8Q: 3 clusters Score -3634337 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3634988.000000 Penalty: 5061.348633
	Iteration 9Q: 3 clusters Score -3634988 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3635839.000000 Penalty: 5061.348633
	Iteration 10Q: 3 clusters Score -3635839 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3636757.500000 Penalty: 5061.348633
	Iteration 11Q: 3 clusters Score -3636758 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3637626.500000 Penalty: 5061.348633
	Iteration 12Q: 3 clusters Score -3637626 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3638440.000000 Penalty: 5061.348633
	Iteration 13Q: 3 clusters Score -3638440 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3639118.500000 Penalty: 5061.348633
	Iteration 14Q: 3 clusters Score -3639118 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -3639608.250000 Penalty: 5061.348633
	Iteration 15Q: 3 clusters Score -3639608 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3640041.000000 Penalty: 5061.348633
	Iteration 16Q: 3 clusters Score -3640041 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3640335.250000 Penalty: 5061.348633
	Iteration 17Q: 3 clusters Score -3640335 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3640558.250000 Penalty: 5061.348633
	Iteration 18Q: 3 clusters Score -3640558 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3640730.500000 Penalty: 5061.348633
	Iteration 19Q: 3 clusters Score -3640730 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3640866.250000 Penalty: 5061.348633
	Iteration 20F: 3 clusters Score -3640866 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3640984.500000 Penalty: 5061.348633
	Iteration 21Q: 3 clusters Score -3640984 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3641067.000000 Penalty: 5061.348633
	Iteration 22Q: 3 clusters Score -3641067 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3641132.250000 Penalty: 5061.348633
	Iteration 23Q: 3 clusters Score -3641132 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3641201.750000 Penalty: 5061.348633
	Iteration 24Q: 3 clusters Score -3641202 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3641282.500000 Penalty: 5061.348633
	Iteration 25Q: 3 clusters Score -3641282 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3641356.000000 Penalty: 5061.348633
	Iteration 26Q: 3 clusters Score -3641356 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3641435.250000 Penalty: 5061.348633
	Iteration 27Q: 3 clusters Score -3641435 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3641510.250000 Penalty: 5061.348633
	Iteration 28Q: 3 clusters Score -3641510 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3641559.500000 Penalty: 5061.348633
	Iteration 29Q: 3 clusters Score -3641560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3641585.750000 Penalty: 5061.348633
	Iteration 30Q: 3 clusters Score -3641586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3641620.500000 Penalty: 5061.348633
	Iteration 31Q: 3 clusters Score -3641620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3641648.250000 Penalty: 5061.348633
	Iteration 32Q: 3 clusters Score -3641648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3641683.500000 Penalty: 5061.348633
	Iteration 33Q: 3 clusters Score -3641684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3641704.750000 Penalty: 5061.348633
	Iteration 34Q: 3 clusters Score -3641705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3641721.000000 Penalty: 5061.348633
	Iteration 35Q: 3 clusters Score -3641721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3641743.000000 Penalty: 5061.348633
	Iteration 36Q: 3 clusters Score -3641743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3641750.750000 Penalty: 5061.348633
	Iteration 37Q: 3 clusters Score -3641751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3641758.250000 Penalty: 5061.348633
	Iteration 38Q: 3 clusters Score -3641758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3641771.500000 Penalty: 5061.348633
	Iteration 39Q: 3 clusters Score -3641772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3641791.250000 Penalty: 5061.348633
	Iteration 40F: 3 clusters Score -3641791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -3641802.000000 Penalty: 5061.348633
	Iteration 41Q: 3 clusters Score -3641802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3641813.250000 Penalty: 5061.348633
	Iteration 42Q: 3 clusters Score -3641813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3641818.000000 Penalty: 5061.348633
	Iteration 43Q: 3 clusters Score -3641818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3641827.000000 Penalty: 5061.348633
	Iteration 44Q: 3 clusters Score -3641827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3641829.500000 Penalty: 5061.348633
	Iteration 45Q: 3 clusters Score -3641830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3641829.750000 Penalty: 5061.348633
	Iteration 46Q: 3 clusters Score -3641830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3641829.500000 Penalty: 5061.348633
	Iteration 47Q: 3 clusters Score -3641830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3641835.500000 Penalty: 5061.348633
	Iteration 48Q: 3 clusters Score -3641836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3641837.750000 Penalty: 5061.348633
	Iteration 49Q: 3 clusters Score -3641838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3641840.750000 Penalty: 5061.348633
	Iteration 50Q: 3 clusters Score -3641841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3641839.000000 Penalty: 5061.348633
	Iteration 51Q: 3 clusters Score -3641839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3641840.000000 Penalty: 5061.348633
	Iteration 52Q: 3 clusters Score -3641840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3641840.000000 Penalty: 5061.348633
	Iteration 53Q: 3 clusters Score -3641840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3641840.750000 Penalty: 5061.348633
	Iteration 54Q: 3 clusters Score -3641841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3641845.750000 Penalty: 5061.348633
	Iteration 55Q: 3 clusters Score -3641846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3641844.250000 Penalty: 5061.348633
	Iteration 56Q: 3 clusters Score -3641844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3641844.000000 Penalty: 5061.348633
	Iteration 57Q: 3 clusters Score -3641844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3641842.000000 Penalty: 5061.348633
	Iteration 58Q: 3 clusters Score -3641842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3641843.250000 Penalty: 5061.348633
	Iteration 59Q: 3 clusters Score -3641843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3641843.250000 Penalty: 5061.348633
	Iteration 60F: 3 clusters Score -3641843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (191811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191811 members 
Entering Unmasked Estep 
Score: -25441360.000000 Penalty: 3016.737793
	Iteration 0F: 2 clusters Score -2.544136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96031 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -25317360.000000 Penalty: 6033.475586
	Iteration 0F: 3 clusters Score -2.531736e+07 nChanged 91984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -25370856.000000 Penalty: 6033.475586
	Iteration 1F: 3 clusters Score -2.537086e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -25371798.000000 Penalty: 6033.475586
	Iteration 2Q: 3 clusters Score -2.53718e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -25373110.000000 Penalty: 6033.475586
	Iteration 3Q: 3 clusters Score -2.537311e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104432 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -25375188.000000 Penalty: 6033.475586
	Iteration 4Q: 3 clusters Score -2.537519e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109407 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -25378972.000000 Penalty: 6033.475586
	Iteration 5Q: 3 clusters Score -2.537897e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116795 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -25384906.000000 Penalty: 6033.475586
	Iteration 6F: 3 clusters Score -2.538491e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126813 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -25393800.000000 Penalty: 6033.475586
	Iteration 7F: 3 clusters Score -2.53938e+07 nChanged 14184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138787 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -25405756.000000 Penalty: 6033.475586
	Iteration 8F: 3 clusters Score -2.540576e+07 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150379 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -25417690.000000 Penalty: 6033.475586
	Iteration 9F: 3 clusters Score -2.541769e+07 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159275 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -25426284.000000 Penalty: 6033.475586
	Iteration 10F: 3 clusters Score -2.542628e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -25431278.000000 Penalty: 6033.475586
	Iteration 11Q: 3 clusters Score -2.543128e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -25433954.000000 Penalty: 6033.475586
	Iteration 12Q: 3 clusters Score -2.543395e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173092 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -25436044.000000 Penalty: 6033.475586
	Iteration 13Q: 3 clusters Score -2.543604e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176075 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -25437536.000000 Penalty: 6033.475586
	Iteration 14Q: 3 clusters Score -2.543754e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178482 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -25438618.000000 Penalty: 6033.475586
	Iteration 15Q: 3 clusters Score -2.543862e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180500 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -25439456.000000 Penalty: 6033.475586
	Iteration 16Q: 3 clusters Score -2.543946e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182128 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -25440006.000000 Penalty: 6033.475586
	Iteration 17Q: 3 clusters Score -2.544001e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183424 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -25440428.000000 Penalty: 6033.475586
	Iteration 18Q: 3 clusters Score -2.544043e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184445 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -25440644.000000 Penalty: 6033.475586
	Iteration 19Q: 3 clusters Score -2.544064e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185290 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -25440680.000000 Penalty: 6033.475586
	Iteration 20F: 3 clusters Score -2.544068e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185996 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -25440716.000000 Penalty: 6033.475586
	Iteration 21Q: 3 clusters Score -2.544072e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186589 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -25440678.000000 Penalty: 6033.475586
	Iteration 22Q: 3 clusters Score -2.544068e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -25440758.000000 Penalty: 6033.475586
	Iteration 23Q: 3 clusters Score -2.544076e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187463 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -25440844.000000 Penalty: 6033.475586
	Iteration 24Q: 3 clusters Score -2.544084e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187758 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -25440850.000000 Penalty: 6033.475586
	Iteration 25Q: 3 clusters Score -2.544085e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187994 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -25440806.000000 Penalty: 6033.475586
	Iteration 26Q: 3 clusters Score -2.544081e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188190 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -25440804.000000 Penalty: 6033.475586
	Iteration 27Q: 3 clusters Score -2.54408e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188333 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -25440760.000000 Penalty: 6033.475586
	Iteration 28Q: 3 clusters Score -2.544076e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188434 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -25440752.000000 Penalty: 6033.475586
	Iteration 29Q: 3 clusters Score -2.544075e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188515 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -25440766.000000 Penalty: 6033.475586
	Iteration 30Q: 3 clusters Score -2.544077e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188598 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -25440748.000000 Penalty: 6033.475586
	Iteration 31Q: 3 clusters Score -2.544075e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188665 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25440730.000000 Penalty: 6033.475586
	Iteration 32Q: 3 clusters Score -2.544073e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188727 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -25440770.000000 Penalty: 6033.475586
	Iteration 33Q: 3 clusters Score -2.544077e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188795 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -25440750.000000 Penalty: 6033.475586
	Iteration 34Q: 3 clusters Score -2.544075e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188854 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -25440784.000000 Penalty: 6033.475586
	Iteration 35Q: 3 clusters Score -2.544078e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188908 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -25440768.000000 Penalty: 6033.475586
	Iteration 36Q: 3 clusters Score -2.544077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188934 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -25440752.000000 Penalty: 6033.475586
	Iteration 37Q: 3 clusters Score -2.544075e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188962 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -25440752.000000 Penalty: 6033.475586
	Iteration 38Q: 3 clusters Score -2.544075e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188987 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -25440790.000000 Penalty: 6033.475586
	Iteration 39Q: 3 clusters Score -2.544079e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189007 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -25440800.000000 Penalty: 6033.475586
	Iteration 40F: 3 clusters Score -2.54408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189026 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -25440770.000000 Penalty: 6033.475586
	Iteration 41Q: 3 clusters Score -2.544077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189045 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -25440752.000000 Penalty: 6033.475586
	Iteration 42Q: 3 clusters Score -2.544075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189058 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -25440770.000000 Penalty: 6033.475586
	Iteration 43Q: 3 clusters Score -2.544077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189067 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -25440760.000000 Penalty: 6033.475586
	Iteration 44Q: 3 clusters Score -2.544076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189082 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -25440756.000000 Penalty: 6033.475586
	Iteration 45Q: 3 clusters Score -2.544076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189089 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -25440782.000000 Penalty: 6033.475586
	Iteration 46Q: 3 clusters Score -2.544078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189095 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -25440776.000000 Penalty: 6033.475586
	Iteration 47Q: 3 clusters Score -2.544078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189105 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -25440792.000000 Penalty: 6033.475586
	Iteration 48Q: 3 clusters Score -2.544079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189127 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -25440778.000000 Penalty: 6033.475586
	Iteration 49Q: 3 clusters Score -2.544078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -25440770.000000 Penalty: 6033.475586
	Iteration 50Q: 3 clusters Score -2.544077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -25440774.000000 Penalty: 6033.475586
	Iteration 51Q: 3 clusters Score -2.544077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189161 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -25440798.000000 Penalty: 6033.475586
	Iteration 52Q: 3 clusters Score -2.54408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189168 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -25440800.000000 Penalty: 6033.475586
	Iteration 53Q: 3 clusters Score -2.54408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189176 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -25440796.000000 Penalty: 6033.475586
	Iteration 54Q: 3 clusters Score -2.54408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189180 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -25440806.000000 Penalty: 6033.475586
	Iteration 55Q: 3 clusters Score -2.544081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189186 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -25440810.000000 Penalty: 6033.475586
	Iteration 56Q: 3 clusters Score -2.544081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189190 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -25440796.000000 Penalty: 6033.475586
	Iteration 57Q: 3 clusters Score -2.54408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189194 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -25440812.000000 Penalty: 6033.475586
	Iteration 58Q: 3 clusters Score -2.544081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189195 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -25440806.000000 Penalty: 6033.475586
	Iteration 59Q: 3 clusters Score -2.544081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189196 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -25440812.000000 Penalty: 6033.475586
	Iteration 60F: 3 clusters Score -2.544081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189198 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -25440804.000000 Penalty: 6033.475586
	Iteration 61Q: 3 clusters Score -2.54408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189202 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -25440806.000000 Penalty: 6033.475586
	Iteration 62Q: 3 clusters Score -2.544081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189204 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -25440808.000000 Penalty: 6033.475586
	Iteration 63Q: 3 clusters Score -2.544081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189206 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -25440818.000000 Penalty: 6033.475586
	Iteration 64Q: 3 clusters Score -2.544082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189211 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -25440792.000000 Penalty: 6033.475586
	Iteration 65Q: 3 clusters Score -2.544079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189214 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -25440784.000000 Penalty: 6033.475586
	Iteration 66Q: 3 clusters Score -2.544078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189212 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25440798.000000 Penalty: 6033.475586
	Iteration 67Q: 3 clusters Score -2.54408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189211 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -25440802.000000 Penalty: 6033.475586
	Iteration 68Q: 3 clusters Score -2.54408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189212 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25440808.000000 Penalty: 6033.475586
	Iteration 69Q: 3 clusters Score -2.544081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189212 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25440808.000000 Penalty: 6033.475586
	Iteration 70F: 3 clusters Score -2.544081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 18802 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216731 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36205 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55175 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42726 members 
Mstep: Class 23 contains 20471 members 
Mstep: Class 24 contains 26030 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27020 members 
Mstep: Class 29 contains 191811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258152.000000 Penalty: 99558.382812
Iteration 479Q: 30 clusters Score -1.332582e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15230 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216731 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55175 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42726 members 
Mstep: Class 23 contains 20470 members 
Mstep: Class 24 contains 26029 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27019 members 
Mstep: Class 29 contains 191813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258200.000000 Penalty: 99558.382812
Iteration 480F: 30 clusters Score -1.332582e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15233 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216733 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 55174 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42725 members 
Mstep: Class 23 contains 20469 members 
Mstep: Class 24 contains 26027 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27018 members 
Mstep: Class 29 contains 191814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258152.000000 Penalty: 99558.382812
Iteration 481Q: 30 clusters Score -1.332582e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15235 members 
Mstep: Class 4 contains 18796 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216734 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36208 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 55171 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42723 members 
Mstep: Class 23 contains 20468 members 
Mstep: Class 24 contains 26027 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27016 members 
Mstep: Class 29 contains 191818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258168.000000 Penalty: 99558.382812
Iteration 482Q: 30 clusters Score -1.332582e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 15239 members 
Mstep: Class 4 contains 18795 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216733 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187776 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3785 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36209 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 55169 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42724 members 
Mstep: Class 23 contains 20465 members 
Mstep: Class 24 contains 26027 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27013 members 
Mstep: Class 29 contains 191822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258184.000000 Penalty: 99558.382812
Iteration 483Q: 30 clusters Score -1.332582e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15241 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216736 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187775 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3786 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53647 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 36211 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 55166 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42724 members 
Mstep: Class 23 contains 20462 members 
Mstep: Class 24 contains 26027 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27013 members 
Mstep: Class 29 contains 191821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258176.000000 Penalty: 99558.382812
Iteration 484Q: 30 clusters Score -1.332582e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15244 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216741 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187775 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53644 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36211 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 55165 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42725 members 
Mstep: Class 23 contains 20455 members 
Mstep: Class 24 contains 26026 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27013 members 
Mstep: Class 29 contains 191824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258152.000000 Penalty: 99558.382812
Iteration 485Q: 30 clusters Score -1.332582e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15245 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216737 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187775 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53643 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36213 members 
Mstep: Class 17 contains 43739 members 
Mstep: Class 18 contains 55164 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42729 members 
Mstep: Class 23 contains 20450 members 
Mstep: Class 24 contains 26026 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27013 members 
Mstep: Class 29 contains 191829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258216.000000 Penalty: 99558.382812
Iteration 486Q: 30 clusters Score -1.332582e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216741 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36214 members 
Mstep: Class 17 contains 43738 members 
Mstep: Class 18 contains 55160 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42731 members 
Mstep: Class 23 contains 20449 members 
Mstep: Class 24 contains 26026 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27013 members 
Mstep: Class 29 contains 191828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258248.000000 Penalty: 99558.382812
Iteration 487Q: 30 clusters Score -1.332582e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216738 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36214 members 
Mstep: Class 17 contains 43738 members 
Mstep: Class 18 contains 55157 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42733 members 
Mstep: Class 23 contains 20446 members 
Mstep: Class 24 contains 26025 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27014 members 
Mstep: Class 29 contains 191837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258192.000000 Penalty: 99558.382812
Iteration 488Q: 30 clusters Score -1.332582e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216737 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187775 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 49806 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53638 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36214 members 
Mstep: Class 17 contains 43738 members 
Mstep: Class 18 contains 55154 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42732 members 
Mstep: Class 23 contains 20443 members 
Mstep: Class 24 contains 26025 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27013 members 
Mstep: Class 29 contains 191847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258144.000000 Penalty: 99558.382812
Iteration 489Q: 30 clusters Score -1.332581e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216735 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187775 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 49805 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53637 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36214 members 
Mstep: Class 17 contains 43738 members 
Mstep: Class 18 contains 55149 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42733 members 
Mstep: Class 23 contains 20439 members 
Mstep: Class 24 contains 26025 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27010 members 
Mstep: Class 29 contains 191862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258160.000000 Penalty: 99558.382812
Iteration 490Q: 30 clusters Score -1.332582e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216727 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187775 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36215 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 55149 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42735 members 
Mstep: Class 23 contains 20435 members 
Mstep: Class 24 contains 26026 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27007 members 
Mstep: Class 29 contains 191874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258128.000000 Penalty: 99558.382812
Iteration 491Q: 30 clusters Score -1.332581e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216739 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187776 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36216 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 55147 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42737 members 
Mstep: Class 23 contains 20431 members 
Mstep: Class 24 contains 26026 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27002 members 
Mstep: Class 29 contains 191870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258144.000000 Penalty: 99558.382812
Iteration 492Q: 30 clusters Score -1.332581e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216741 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187776 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53631 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36217 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 55146 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42737 members 
Mstep: Class 23 contains 20431 members 
Mstep: Class 24 contains 26027 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27002 members 
Mstep: Class 29 contains 191870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258176.000000 Penalty: 99558.382812
Iteration 493Q: 30 clusters Score -1.332582e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216738 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187776 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53631 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36221 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55146 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42743 members 
Mstep: Class 23 contains 20429 members 
Mstep: Class 24 contains 26027 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 191866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258176.000000 Penalty: 99558.382812
Iteration 494Q: 30 clusters Score -1.332582e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18792 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216741 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53631 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36220 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55143 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42745 members 
Mstep: Class 23 contains 20429 members 
Mstep: Class 24 contains 26027 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27002 members 
Mstep: Class 29 contains 191865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258104.000000 Penalty: 99558.382812
Iteration 495Q: 30 clusters Score -1.332581e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18791 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216743 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187778 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53631 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36218 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55141 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42747 members 
Mstep: Class 23 contains 20428 members 
Mstep: Class 24 contains 26027 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27002 members 
Mstep: Class 29 contains 191866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258112.000000 Penalty: 99558.382812
Iteration 496Q: 30 clusters Score -1.332581e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18789 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216742 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187779 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 49796 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36218 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 55138 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42750 members 
Mstep: Class 23 contains 20426 members 
Mstep: Class 24 contains 26026 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 191870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258144.000000 Penalty: 99558.382812
Iteration 497Q: 30 clusters Score -1.332581e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15245 members 
Mstep: Class 4 contains 18787 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216741 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187780 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 36218 members 
Mstep: Class 17 contains 43748 members 
Mstep: Class 18 contains 55131 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42751 members 
Mstep: Class 23 contains 20426 members 
Mstep: Class 24 contains 26028 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27001 members 
Mstep: Class 29 contains 191874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258184.000000 Penalty: 99558.382812
Iteration 498Q: 30 clusters Score -1.332582e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15246 members 
Mstep: Class 4 contains 18786 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216741 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187780 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 49793 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36218 members 
Mstep: Class 17 contains 43748 members 
Mstep: Class 18 contains 55129 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42753 members 
Mstep: Class 23 contains 20426 members 
Mstep: Class 24 contains 26023 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27000 members 
Mstep: Class 29 contains 191882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258136.000000 Penalty: 99558.382812
Iteration 499Q: 30 clusters Score -1.332581e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8252 members 
Mstep: Class 3 contains 15247 members 
Mstep: Class 4 contains 18786 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 216742 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 187780 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 49793 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 53639 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 16 contains 36218 members 
Mstep: Class 17 contains 43748 members 
Mstep: Class 18 contains 55125 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 42753 members 
Mstep: Class 23 contains 20424 members 
Mstep: Class 24 contains 26022 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 27002 members 
Mstep: Class 29 contains 191881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133258264.000000 Penalty: 99558.382812
Iteration 500F: 30 clusters Score -1.332583e+08 nChanged 35
Maximum iterations exceeded
--- Evaluating fit on full set of 3083413 points ---
Entering Unmasked Estep 
Score: -396172096.000000 Penalty: 107459.609375
20->30 Clusters: Score -396172096.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1027804 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 51280 members 
Mstep: Class 3 contains 50961 members 
Mstep: Class 4 contains 51331 members 
Mstep: Class 5 contains 51322 members 
Mstep: Class 6 contains 51162 members 
Mstep: Class 7 contains 51696 members 
Mstep: Class 8 contains 51616 members 
Mstep: Class 9 contains 51036 members 
Mstep: Class 10 contains 51708 members 
Mstep: Class 11 contains 51531 members 
Mstep: Class 12 contains 51330 members 
Mstep: Class 13 contains 51268 members 
Mstep: Class 14 contains 51863 members 
Mstep: Class 15 contains 51620 members 
Mstep: Class 16 contains 51308 members 
Mstep: Class 17 contains 51292 members 
Mstep: Class 18 contains 51276 members 
Mstep: Class 19 contains 51330 members 
Mstep: Class 20 contains 51575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 346.786743 but Gain 3433.046875
Score: -127157160.000000 Penalty: 65227.906250
Iteration 0F: 20 clusters Score -1.271572e+08 nChanged 974028
Entering Unmasked Mstep 
Mstep: Class 0 contains 2728 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 44433 members 
Mstep: Class 3 contains 14324 members 
Mstep: Class 4 contains 16728 members 
Mstep: Class 5 contains 19414 members 
Mstep: Class 6 contains 72713 members 
Mstep: Class 7 contains 55235 members 
Mstep: Class 8 contains 15339 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 27682 members 
Mstep: Class 11 contains 87303 members 
Mstep: Class 12 contains 10663 members 
Mstep: Class 13 contains 235745 members 
Mstep: Class 15 contains 17316 members 
Mstep: Class 16 contains 136075 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 32688 members 
Mstep: Class 19 contains 34984 members 
Mstep: Class 20 contains 45397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131103168.000000 Penalty: 65227.906250
Iteration 1F: 20 clusters Score -1.311032e+08 nChanged 377588
Entering Unmasked Mstep 
Mstep: Class 0 contains 3027 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 31197 members 
Mstep: Class 3 contains 12670 members 
Mstep: Class 4 contains 10738 members 
Mstep: Class 5 contains 17037 members 
Mstep: Class 6 contains 55754 members 
Mstep: Class 7 contains 58318 members 
Mstep: Class 8 contains 10682 members 
Mstep: Class 9 contains 120916 members 
Mstep: Class 10 contains 18735 members 
Mstep: Class 11 contains 87136 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 318387 members 
Mstep: Class 15 contains 9450 members 
Mstep: Class 16 contains 157322 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 19120 members 
Mstep: Class 19 contains 19451 members 
Mstep: Class 20 contains 27243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131621896.000000 Penalty: 65227.906250
Iteration 2F: 20 clusters Score -1.316219e+08 nChanged 264798
Entering Unmasked Mstep 
Mstep: Class 0 contains 2961 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 25830 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 9537 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 39927 members 
Mstep: Class 7 contains 93108 members 
Mstep: Class 8 contains 7252 members 
Mstep: Class 9 contains 137988 members 
Mstep: Class 10 contains 21639 members 
Mstep: Class 11 contains 84183 members 
Mstep: Class 12 contains 4689 members 
Mstep: Class 13 contains 285681 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 197830 members 
Mstep: Class 17 contains 13616 members 
Mstep: Class 18 contains 10661 members 
Mstep: Class 19 contains 11821 members 
Mstep: Class 20 contains 19194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3291.042969 but Gain 3433.046875
Score: -132013224.000000 Penalty: 61794.859375
Iteration 3F: 19 clusters Score -1.320132e+08 nChanged 204944
Entering Unmasked Mstep 
Mstep: Class 0 contains 2923 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 19799 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 9324 members 
Mstep: Class 5 contains 14706 members 
Mstep: Class 6 contains 25684 members 
Mstep: Class 7 contains 123181 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 135070 members 
Mstep: Class 10 contains 28490 members 
Mstep: Class 11 contains 73008 members 
Mstep: Class 13 contains 272641 members 
Mstep: Class 15 contains 3815 members 
Mstep: Class 16 contains 234661 members 
Mstep: Class 17 contains 14013 members 
Mstep: Class 18 contains 7450 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 13186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132233032.000000 Penalty: 61794.859375
Iteration 4F: 19 clusters Score -1.32233e+08 nChanged 151184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2899 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 15631 members 
Mstep: Class 3 contains 7069 members 
Mstep: Class 4 contains 8414 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 18625 members 
Mstep: Class 7 contains 138597 members 
Mstep: Class 8 contains 6006 members 
Mstep: Class 9 contains 129369 members 
Mstep: Class 10 contains 36630 members 
Mstep: Class 11 contains 66734 members 
Mstep: Class 13 contains 284701 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 16 contains 229805 members 
Mstep: Class 17 contains 14297 members 
Mstep: Class 18 contains 6864 members 
Mstep: Class 19 contains 5865 members 
Mstep: Class 20 contains 10226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132347816.000000 Penalty: 61794.859375
Iteration 5F: 19 clusters Score -1.323478e+08 nChanged 109262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2884 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 13166 members 
Mstep: Class 3 contains 6155 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 11732 members 
Mstep: Class 6 contains 16155 members 
Mstep: Class 7 contains 151366 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 123917 members 
Mstep: Class 10 contains 46116 members 
Mstep: Class 11 contains 66825 members 
Mstep: Class 13 contains 287713 members 
Mstep: Class 15 contains 6166 members 
Mstep: Class 16 contains 216390 members 
Mstep: Class 17 contains 14888 members 
Mstep: Class 18 contains 6913 members 
Mstep: Class 19 contains 5464 members 
Mstep: Class 20 contains 8926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132440152.000000 Penalty: 61794.859375
Iteration 6F: 19 clusters Score -1.324402e+08 nChanged 90814
Entering Unmasked Mstep 
Mstep: Class 0 contains 2868 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 5195 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 10686 members 
Mstep: Class 6 contains 15537 members 
Mstep: Class 7 contains 165656 members 
Mstep: Class 8 contains 7977 members 
Mstep: Class 9 contains 116400 members 
Mstep: Class 10 contains 56094 members 
Mstep: Class 11 contains 71406 members 
Mstep: Class 13 contains 279905 members 
Mstep: Class 15 contains 7979 members 
Mstep: Class 16 contains 203259 members 
Mstep: Class 17 contains 15877 members 
Mstep: Class 18 contains 6823 members 
Mstep: Class 19 contains 5602 members 
Mstep: Class 20 contains 8609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132520600.000000 Penalty: 61794.859375
Iteration 7F: 19 clusters Score -1.325206e+08 nChanged 82082
Entering Unmasked Mstep 
Mstep: Class 0 contains 2829 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 4283 members 
Mstep: Class 4 contains 8216 members 
Mstep: Class 5 contains 9976 members 
Mstep: Class 6 contains 16165 members 
Mstep: Class 7 contains 181978 members 
Mstep: Class 8 contains 9429 members 
Mstep: Class 9 contains 106798 members 
Mstep: Class 10 contains 65094 members 
Mstep: Class 11 contains 79378 members 
Mstep: Class 13 contains 265398 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 190207 members 
Mstep: Class 17 contains 16593 members 
Mstep: Class 18 contains 6553 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 8922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132598384.000000 Penalty: 61794.859375
Iteration 8F: 19 clusters Score -1.325984e+08 nChanged 76571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2641 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 3518 members 
Mstep: Class 4 contains 8839 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 17483 members 
Mstep: Class 7 contains 200132 members 
Mstep: Class 8 contains 11036 members 
Mstep: Class 9 contains 95616 members 
Mstep: Class 10 contains 72872 members 
Mstep: Class 11 contains 89083 members 
Mstep: Class 13 contains 247090 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 178223 members 
Mstep: Class 17 contains 17015 members 
Mstep: Class 18 contains 6272 members 
Mstep: Class 19 contains 6440 members 
Mstep: Class 20 contains 9633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132692320.000000 Penalty: 61794.859375
Iteration 9F: 19 clusters Score -1.326923e+08 nChanged 70845
Entering Unmasked Mstep 
Mstep: Class 0 contains 2333 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 2685 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 18940 members 
Mstep: Class 7 contains 219089 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 9 contains 83881 members 
Mstep: Class 10 contains 78729 members 
Mstep: Class 11 contains 99051 members 
Mstep: Class 13 contains 228127 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 167444 members 
Mstep: Class 17 contains 17247 members 
Mstep: Class 18 contains 6012 members 
Mstep: Class 19 contains 6762 members 
Mstep: Class 20 contains 10443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132778960.000000 Penalty: 61794.859375
Iteration 10F: 19 clusters Score -1.32779e+08 nChanged 64875
Entering Unmasked Mstep 
Mstep: Class 0 contains 1876 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 8370 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 10610 members 
Mstep: Class 5 contains 9358 members 
Mstep: Class 6 contains 20268 members 
Mstep: Class 7 contains 237967 members 
Mstep: Class 8 contains 14361 members 
Mstep: Class 9 contains 72490 members 
Mstep: Class 10 contains 82650 members 
Mstep: Class 11 contains 108746 members 
Mstep: Class 13 contains 210130 members 
Mstep: Class 15 contains 17541 members 
Mstep: Class 16 contains 157934 members 
Mstep: Class 17 contains 17264 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 6937 members 
Mstep: Class 20 contains 11143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132926608.000000 Penalty: 61794.859375
Iteration 11F: 19 clusters Score -1.329266e+08 nChanged 61458
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 11596 members 
Mstep: Class 5 contains 9295 members 
Mstep: Class 6 contains 21220 members 
Mstep: Class 7 contains 256481 members 
Mstep: Class 8 contains 15677 members 
Mstep: Class 9 contains 62029 members 
Mstep: Class 10 contains 84755 members 
Mstep: Class 11 contains 118161 members 
Mstep: Class 13 contains 193018 members 
Mstep: Class 15 contains 20421 members 
Mstep: Class 16 contains 149473 members 
Mstep: Class 17 contains 17070 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 7065 members 
Mstep: Class 20 contains 11675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133030032.000000 Penalty: 61794.859375
Iteration 12F: 19 clusters Score -1.3303e+08 nChanged 58717
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 3274 members 
Mstep: Class 4 contains 12637 members 
Mstep: Class 5 contains 9254 members 
Mstep: Class 6 contains 21842 members 
Mstep: Class 7 contains 274155 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 52911 members 
Mstep: Class 10 contains 85513 members 
Mstep: Class 11 contains 127411 members 
Mstep: Class 13 contains 176749 members 
Mstep: Class 15 contains 23359 members 
Mstep: Class 16 contains 141428 members 
Mstep: Class 17 contains 16778 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 7141 members 
Mstep: Class 20 contains 11975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133044592.000000 Penalty: 61794.859375
Iteration 13F: 19 clusters Score -1.330446e+08 nChanged 55259
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 6150 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 13711 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 22345 members 
Mstep: Class 7 contains 288719 members 
Mstep: Class 8 contains 17708 members 
Mstep: Class 9 contains 45501 members 
Mstep: Class 10 contains 85631 members 
Mstep: Class 11 contains 136584 members 
Mstep: Class 13 contains 162494 members 
Mstep: Class 15 contains 26413 members 
Mstep: Class 16 contains 133614 members 
Mstep: Class 17 contains 16279 members 
Mstep: Class 18 contains 5474 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 12099 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14F: 19 clusters Score -1.330512e+08 nChanged 49532
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 3176 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 6 contains 22671 members 
Mstep: Class 7 contains 297739 members 
Mstep: Class 8 contains 18523 members 
Mstep: Class 9 contains 39489 members 
Mstep: Class 10 contains 85633 members 
Mstep: Class 11 contains 145619 members 
Mstep: Class 13 contains 152566 members 
Mstep: Class 15 contains 29345 members 
Mstep: Class 16 contains 125818 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 5418 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 12110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133054784.000000 Penalty: 61794.859375
Iteration 15Q: 19 clusters Score -1.330548e+08 nChanged 43016
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 16089 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 22845 members 
Mstep: Class 7 contains 301418 members 
Mstep: Class 8 contains 19241 members 
Mstep: Class 9 contains 34638 members 
Mstep: Class 10 contains 85811 members 
Mstep: Class 11 contains 154484 members 
Mstep: Class 13 contains 146856 members 
Mstep: Class 15 contains 31897 members 
Mstep: Class 16 contains 118133 members 
Mstep: Class 17 contains 15705 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 12210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133059184.000000 Penalty: 61794.859375
Iteration 16Q: 19 clusters Score -1.330592e+08 nChanged 37032
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 3157 members 
Mstep: Class 4 contains 17362 members 
Mstep: Class 5 contains 8951 members 
Mstep: Class 6 contains 22929 members 
Mstep: Class 7 contains 301565 members 
Mstep: Class 8 contains 19970 members 
Mstep: Class 9 contains 30784 members 
Mstep: Class 10 contains 86251 members 
Mstep: Class 11 contains 162764 members 
Mstep: Class 13 contains 143789 members 
Mstep: Class 15 contains 33988 members 
Mstep: Class 16 contains 110664 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 12563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133065832.000000 Penalty: 61794.859375
Iteration 17Q: 19 clusters Score -1.330658e+08 nChanged 32884
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 18563 members 
Mstep: Class 5 contains 8825 members 
Mstep: Class 6 contains 22938 members 
Mstep: Class 7 contains 299302 members 
Mstep: Class 8 contains 20685 members 
Mstep: Class 9 contains 27909 members 
Mstep: Class 10 contains 86738 members 
Mstep: Class 11 contains 170729 members 
Mstep: Class 13 contains 142414 members 
Mstep: Class 15 contains 35701 members 
Mstep: Class 16 contains 103551 members 
Mstep: Class 17 contains 15612 members 
Mstep: Class 18 contains 5352 members 
Mstep: Class 19 contains 6896 members 
Mstep: Class 20 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133071920.000000 Penalty: 61794.859375
Iteration 18Q: 19 clusters Score -1.330719e+08 nChanged 29002
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 22959 members 
Mstep: Class 7 contains 295896 members 
Mstep: Class 8 contains 21416 members 
Mstep: Class 9 contains 25908 members 
Mstep: Class 10 contains 87174 members 
Mstep: Class 11 contains 177497 members 
Mstep: Class 13 contains 142216 members 
Mstep: Class 15 contains 37037 members 
Mstep: Class 16 contains 97035 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 13907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133078640.000000 Penalty: 61794.859375
Iteration 19Q: 19 clusters Score -1.330786e+08 nChanged 25846
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 3810 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 20677 members 
Mstep: Class 5 contains 8585 members 
Mstep: Class 6 contains 23080 members 
Mstep: Class 7 contains 292006 members 
Mstep: Class 8 contains 22110 members 
Mstep: Class 9 contains 24549 members 
Mstep: Class 10 contains 87688 members 
Mstep: Class 11 contains 182904 members 
Mstep: Class 13 contains 142794 members 
Mstep: Class 15 contains 38099 members 
Mstep: Class 16 contains 91232 members 
Mstep: Class 17 contains 15781 members 
Mstep: Class 18 contains 5340 members 
Mstep: Class 19 contains 6255 members 
Mstep: Class 20 contains 14632 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 19 clusters Score -1.330823e+08 nChanged 22893
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 3643 members 
Mstep: Class 3 contains 3148 members 
Mstep: Class 4 contains 21561 members 
Mstep: Class 5 contains 8488 members 
Mstep: Class 6 contains 23322 members 
Mstep: Class 7 contains 287920 members 
Mstep: Class 8 contains 22721 members 
Mstep: Class 9 contains 23844 members 
Mstep: Class 10 contains 88124 members 
Mstep: Class 11 contains 187061 members 
Mstep: Class 13 contains 143875 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 86230 members 
Mstep: Class 17 contains 15932 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 15289 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 21Q: 19 clusters Score -1.330869e+08 nChanged 20564
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 22351 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 23630 members 
Mstep: Class 7 contains 283692 members 
Mstep: Class 8 contains 23351 members 
Mstep: Class 9 contains 23759 members 
Mstep: Class 10 contains 88546 members 
Mstep: Class 11 contains 190076 members 
Mstep: Class 13 contains 145334 members 
Mstep: Class 15 contains 39566 members 
Mstep: Class 16 contains 81790 members 
Mstep: Class 17 contains 16088 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 15866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133089992.000000 Penalty: 61794.859375
Iteration 22Q: 19 clusters Score -1.3309e+08 nChanged 18254
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 3383 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 23041 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 23981 members 
Mstep: Class 7 contains 279509 members 
Mstep: Class 8 contains 23934 members 
Mstep: Class 9 contains 24227 members 
Mstep: Class 10 contains 88863 members 
Mstep: Class 11 contains 192045 members 
Mstep: Class 13 contains 147164 members 
Mstep: Class 15 contains 40083 members 
Mstep: Class 16 contains 77860 members 
Mstep: Class 17 contains 16247 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 16388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133093032.000000 Penalty: 61794.859375
Iteration 23Q: 19 clusters Score -1.33093e+08 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 3141 members 
Mstep: Class 4 contains 23634 members 
Mstep: Class 5 contains 8227 members 
Mstep: Class 6 contains 24367 members 
Mstep: Class 7 contains 275588 members 
Mstep: Class 8 contains 24495 members 
Mstep: Class 9 contains 24882 members 
Mstep: Class 10 contains 89190 members 
Mstep: Class 11 contains 193347 members 
Mstep: Class 13 contains 149237 members 
Mstep: Class 15 contains 40459 members 
Mstep: Class 16 contains 74223 members 
Mstep: Class 17 contains 16422 members 
Mstep: Class 18 contains 5252 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 16851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133096312.000000 Penalty: 61794.859375
Iteration 24Q: 19 clusters Score -1.330963e+08 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 3189 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 24189 members 
Mstep: Class 5 contains 8192 members 
Mstep: Class 6 contains 24767 members 
Mstep: Class 7 contains 271612 members 
Mstep: Class 8 contains 25020 members 
Mstep: Class 9 contains 25553 members 
Mstep: Class 10 contains 89444 members 
Mstep: Class 11 contains 194171 members 
Mstep: Class 13 contains 151566 members 
Mstep: Class 15 contains 40768 members 
Mstep: Class 16 contains 70999 members 
Mstep: Class 17 contains 16580 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 17290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133099392.000000 Penalty: 61794.859375
Iteration 25Q: 19 clusters Score -1.330994e+08 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 24669 members 
Mstep: Class 5 contains 8165 members 
Mstep: Class 6 contains 25136 members 
Mstep: Class 7 contains 267790 members 
Mstep: Class 8 contains 25529 members 
Mstep: Class 9 contains 26208 members 
Mstep: Class 10 contains 89680 members 
Mstep: Class 11 contains 194729 members 
Mstep: Class 13 contains 154150 members 
Mstep: Class 15 contains 41000 members 
Mstep: Class 16 contains 68036 members 
Mstep: Class 17 contains 16746 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 17668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133102448.000000 Penalty: 61794.859375
Iteration 26Q: 19 clusters Score -1.331024e+08 nChanged 12127
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 25080 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 25467 members 
Mstep: Class 7 contains 264292 members 
Mstep: Class 8 contains 26022 members 
Mstep: Class 9 contains 26772 members 
Mstep: Class 10 contains 89819 members 
Mstep: Class 11 contains 195065 members 
Mstep: Class 13 contains 156845 members 
Mstep: Class 15 contains 41220 members 
Mstep: Class 16 contains 65306 members 
Mstep: Class 17 contains 16890 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 17990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133105392.000000 Penalty: 61794.859375
Iteration 27Q: 19 clusters Score -1.331054e+08 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 3053 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 25443 members 
Mstep: Class 5 contains 8203 members 
Mstep: Class 6 contains 25747 members 
Mstep: Class 7 contains 261086 members 
Mstep: Class 8 contains 26447 members 
Mstep: Class 9 contains 27240 members 
Mstep: Class 10 contains 89848 members 
Mstep: Class 11 contains 195251 members 
Mstep: Class 13 contains 159606 members 
Mstep: Class 15 contains 41373 members 
Mstep: Class 16 contains 62806 members 
Mstep: Class 17 contains 17027 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 3314 members 
Mstep: Class 20 contains 18295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133108888.000000 Penalty: 61794.859375
Iteration 28Q: 19 clusters Score -1.331089e+08 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 25797 members 
Mstep: Class 5 contains 8276 members 
Mstep: Class 6 contains 26027 members 
Mstep: Class 7 contains 258246 members 
Mstep: Class 8 contains 26881 members 
Mstep: Class 9 contains 27655 members 
Mstep: Class 10 contains 89757 members 
Mstep: Class 11 contains 195205 members 
Mstep: Class 13 contains 162307 members 
Mstep: Class 15 contains 41500 members 
Mstep: Class 16 contains 60622 members 
Mstep: Class 17 contains 17147 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 3190 members 
Mstep: Class 20 contains 18517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133111264.000000 Penalty: 61794.859375
Iteration 29Q: 19 clusters Score -1.331113e+08 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 2994 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 26090 members 
Mstep: Class 5 contains 8395 members 
Mstep: Class 6 contains 26252 members 
Mstep: Class 7 contains 255583 members 
Mstep: Class 8 contains 27274 members 
Mstep: Class 9 contains 27997 members 
Mstep: Class 10 contains 89668 members 
Mstep: Class 11 contains 195172 members 
Mstep: Class 13 contains 164972 members 
Mstep: Class 15 contains 41619 members 
Mstep: Class 16 contains 58618 members 
Mstep: Class 17 contains 17266 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 18700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133113624.000000 Penalty: 61794.859375
Iteration 30Q: 19 clusters Score -1.331136e+08 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 2994 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 26292 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 26431 members 
Mstep: Class 7 contains 253170 members 
Mstep: Class 8 contains 27612 members 
Mstep: Class 9 contains 28286 members 
Mstep: Class 10 contains 89460 members 
Mstep: Class 11 contains 195065 members 
Mstep: Class 13 contains 167550 members 
Mstep: Class 15 contains 41711 members 
Mstep: Class 16 contains 56838 members 
Mstep: Class 17 contains 17417 members 
Mstep: Class 18 contains 5186 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133115568.000000 Penalty: 61794.859375
Iteration 31Q: 19 clusters Score -1.331156e+08 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 26471 members 
Mstep: Class 5 contains 8820 members 
Mstep: Class 6 contains 26578 members 
Mstep: Class 7 contains 251017 members 
Mstep: Class 8 contains 27986 members 
Mstep: Class 9 contains 28553 members 
Mstep: Class 10 contains 89162 members 
Mstep: Class 11 contains 194747 members 
Mstep: Class 13 contains 170074 members 
Mstep: Class 15 contains 41827 members 
Mstep: Class 16 contains 55227 members 
Mstep: Class 17 contains 17541 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 18998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133117880.000000 Penalty: 61794.859375
Iteration 32Q: 19 clusters Score -1.331179e+08 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 26625 members 
Mstep: Class 5 contains 9172 members 
Mstep: Class 6 contains 26659 members 
Mstep: Class 7 contains 249055 members 
Mstep: Class 8 contains 28400 members 
Mstep: Class 9 contains 28758 members 
Mstep: Class 10 contains 88821 members 
Mstep: Class 11 contains 194283 members 
Mstep: Class 13 contains 172546 members 
Mstep: Class 15 contains 41945 members 
Mstep: Class 16 contains 53708 members 
Mstep: Class 17 contains 17671 members 
Mstep: Class 18 contains 5175 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 19096 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 33Q: 19 clusters Score -1.331205e+08 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 26735 members 
Mstep: Class 5 contains 9648 members 
Mstep: Class 6 contains 26677 members 
Mstep: Class 7 contains 247374 members 
Mstep: Class 8 contains 28774 members 
Mstep: Class 9 contains 28930 members 
Mstep: Class 10 contains 88417 members 
Mstep: Class 11 contains 193532 members 
Mstep: Class 13 contains 174937 members 
Mstep: Class 15 contains 42093 members 
Mstep: Class 16 contains 52362 members 
Mstep: Class 17 contains 17806 members 
Mstep: Class 18 contains 5170 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 19157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133123440.000000 Penalty: 61794.859375
Iteration 34Q: 19 clusters Score -1.331234e+08 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 3026 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 26830 members 
Mstep: Class 5 contains 10414 members 
Mstep: Class 6 contains 26600 members 
Mstep: Class 7 contains 245758 members 
Mstep: Class 8 contains 29183 members 
Mstep: Class 9 contains 29101 members 
Mstep: Class 10 contains 87973 members 
Mstep: Class 11 contains 192442 members 
Mstep: Class 13 contains 177266 members 
Mstep: Class 15 contains 42268 members 
Mstep: Class 16 contains 51210 members 
Mstep: Class 17 contains 17919 members 
Mstep: Class 18 contains 5167 members 
Mstep: Class 19 contains 2803 members 
Mstep: Class 20 contains 19190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133127264.000000 Penalty: 61794.859375
Iteration 35Q: 19 clusters Score -1.331273e+08 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 3025 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 26911 members 
Mstep: Class 5 contains 11448 members 
Mstep: Class 6 contains 26408 members 
Mstep: Class 7 contains 244115 members 
Mstep: Class 8 contains 29571 members 
Mstep: Class 9 contains 29236 members 
Mstep: Class 10 contains 87468 members 
Mstep: Class 11 contains 191205 members 
Mstep: Class 13 contains 179623 members 
Mstep: Class 15 contains 42455 members 
Mstep: Class 16 contains 50223 members 
Mstep: Class 17 contains 18017 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 2773 members 
Mstep: Class 20 contains 19218 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 36Q: 19 clusters Score -1.33131e+08 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 26963 members 
Mstep: Class 5 contains 12778 members 
Mstep: Class 6 contains 26074 members 
Mstep: Class 7 contains 242622 members 
Mstep: Class 8 contains 29980 members 
Mstep: Class 9 contains 29323 members 
Mstep: Class 10 contains 86871 members 
Mstep: Class 11 contains 189878 members 
Mstep: Class 13 contains 181768 members 
Mstep: Class 15 contains 42650 members 
Mstep: Class 16 contains 49451 members 
Mstep: Class 17 contains 18096 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 19246 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 37Q: 19 clusters Score -1.331349e+08 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 3025 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 27003 members 
Mstep: Class 5 contains 14344 members 
Mstep: Class 6 contains 25596 members 
Mstep: Class 7 contains 241148 members 
Mstep: Class 8 contains 30469 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 86243 members 
Mstep: Class 11 contains 188596 members 
Mstep: Class 13 contains 183690 members 
Mstep: Class 15 contains 42817 members 
Mstep: Class 16 contains 48864 members 
Mstep: Class 17 contains 18146 members 
Mstep: Class 18 contains 5175 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 19253 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 19 clusters Score -1.331386e+08 nChanged 9896
Entering ConstructFrom: 
Score: -133138632.000000 Penalty: 61794.859375
Entering ConstructFrom: 
Trying to split cluster 1 (58259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Entering Unmasked Estep 
Score: -7622977.500000 Penalty: 2721.218262
	Iteration 0F: 2 clusters Score -7622978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -7583758.500000 Penalty: 5442.436523
	Iteration 0F: 3 clusters Score -7583758 nChanged 27224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -7598892.000000 Penalty: 5442.436523
	Iteration 1F: 3 clusters Score -7598892 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -7599846.500000 Penalty: 5442.436523
	Iteration 2Q: 3 clusters Score -7599846 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -7601268.500000 Penalty: 5442.436523
	Iteration 3F: 3 clusters Score -7601268 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7603809.000000 Penalty: 5442.436523
	Iteration 4F: 3 clusters Score -7603809 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -7607950.500000 Penalty: 5442.436523
	Iteration 5F: 3 clusters Score -7607950 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -7612875.500000 Penalty: 5442.436523
	Iteration 6F: 3 clusters Score -7612876 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -7616699.000000 Penalty: 5442.436523
	Iteration 7F: 3 clusters Score -7616699 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -7618920.000000 Penalty: 5442.436523
	Iteration 8Q: 3 clusters Score -7618920 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -7620123.500000 Penalty: 5442.436523
	Iteration 9Q: 3 clusters Score -7620124 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -7620681.000000 Penalty: 5442.436523
	Iteration 10Q: 3 clusters Score -7620681 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -7620979.000000 Penalty: 5442.436523
	Iteration 11Q: 3 clusters Score -7620979 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -7621137.500000 Penalty: 5442.436523
	Iteration 12Q: 3 clusters Score -7621138 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -7621209.000000 Penalty: 5442.436523
	Iteration 13Q: 3 clusters Score -7621209 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -7621285.000000 Penalty: 5442.436523
	Iteration 14Q: 3 clusters Score -7621285 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -7621331.500000 Penalty: 5442.436523
	Iteration 15Q: 3 clusters Score -7621332 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -7621346.500000 Penalty: 5442.436523
	Iteration 16Q: 3 clusters Score -7621346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -7621378.500000 Penalty: 5442.436523
	Iteration 17Q: 3 clusters Score -7621378 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -7621398.500000 Penalty: 5442.436523
	Iteration 18Q: 3 clusters Score -7621398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -7621413.500000 Penalty: 5442.436523
	Iteration 19Q: 3 clusters Score -7621414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -7621414.500000 Penalty: 5442.436523
	Iteration 20F: 3 clusters Score -7621414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -7621433.500000 Penalty: 5442.436523
	Iteration 21Q: 3 clusters Score -7621434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -7621447.000000 Penalty: 5442.436523
	Iteration 22Q: 3 clusters Score -7621447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -7621448.000000 Penalty: 5442.436523
	Iteration 23Q: 3 clusters Score -7621448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -7621443.000000 Penalty: 5442.436523
	Iteration 24Q: 3 clusters Score -7621443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -7621464.000000 Penalty: 5442.436523
	Iteration 25Q: 3 clusters Score -7621464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -7621464.000000 Penalty: 5442.436523
	Iteration 26Q: 3 clusters Score -7621464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7621484.500000 Penalty: 5442.436523
	Iteration 27Q: 3 clusters Score -7621484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -7621476.500000 Penalty: 5442.436523
	Iteration 28Q: 3 clusters Score -7621476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -7621463.500000 Penalty: 5442.436523
	Iteration 29Q: 3 clusters Score -7621464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -7621479.000000 Penalty: 5442.436523
	Iteration 30Q: 3 clusters Score -7621479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -7621494.000000 Penalty: 5442.436523
	Iteration 31Q: 3 clusters Score -7621494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -7621490.000000 Penalty: 5442.436523
	Iteration 32Q: 3 clusters Score -7621490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -7621496.000000 Penalty: 5442.436523
	Iteration 33Q: 3 clusters Score -7621496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -7621499.500000 Penalty: 5442.436523
	Iteration 34Q: 3 clusters Score -7621500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -7621493.500000 Penalty: 5442.436523
	Iteration 35Q: 3 clusters Score -7621494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -7621493.500000 Penalty: 5442.436523
	Iteration 36Q: 3 clusters Score -7621494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -7621500.000000 Penalty: 5442.436523
	Iteration 37Q: 3 clusters Score -7621500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -7621498.500000 Penalty: 5442.436523
	Iteration 38Q: 3 clusters Score -7621498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -7621503.500000 Penalty: 5442.436523
	Iteration 39Q: 3 clusters Score -7621504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -7621506.000000 Penalty: 5442.436523
	Iteration 40F: 3 clusters Score -7621506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -7621498.000000 Penalty: 5442.436523
	Iteration 41Q: 3 clusters Score -7621498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -7621493.500000 Penalty: 5442.436523
	Iteration 42Q: 3 clusters Score -7621494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -7621502.500000 Penalty: 5442.436523
	Iteration 43Q: 3 clusters Score -7621502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -7621503.000000 Penalty: 5442.436523
	Iteration 44Q: 3 clusters Score -7621503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -7621502.500000 Penalty: 5442.436523
	Iteration 45Q: 3 clusters Score -7621502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -7621498.000000 Penalty: 5442.436523
	Iteration 46Q: 3 clusters Score -7621498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -7621500.500000 Penalty: 5442.436523
	Iteration 47Q: 3 clusters Score -7621500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -7621502.500000 Penalty: 5442.436523
	Iteration 48Q: 3 clusters Score -7621502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -7621499.500000 Penalty: 5442.436523
	Iteration 49Q: 3 clusters Score -7621500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -7621507.000000 Penalty: 5442.436523
	Iteration 50Q: 3 clusters Score -7621507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -7621511.000000 Penalty: 5442.436523
	Iteration 51Q: 3 clusters Score -7621511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -7621516.500000 Penalty: 5442.436523
	Iteration 52Q: 3 clusters Score -7621516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -7621510.000000 Penalty: 5442.436523
	Iteration 53Q: 3 clusters Score -7621510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -7621526.500000 Penalty: 5442.436523
	Iteration 54Q: 3 clusters Score -7621526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -7621524.000000 Penalty: 5442.436523
	Iteration 55Q: 3 clusters Score -7621524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -7621520.500000 Penalty: 5442.436523
	Iteration 56Q: 3 clusters Score -7621520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -7621526.500000 Penalty: 5442.436523
	Iteration 57Q: 3 clusters Score -7621526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -7621520.000000 Penalty: 5442.436523
	Iteration 58Q: 3 clusters Score -7621520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -7621523.500000 Penalty: 5442.436523
	Iteration 59Q: 3 clusters Score -7621524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -7621527.500000 Penalty: 5442.436523
	Iteration 60F: 3 clusters Score -7621528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -7621522.500000 Penalty: 5442.436523
	Iteration 61Q: 3 clusters Score -7621522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -7621524.500000 Penalty: 5442.436523
	Iteration 62Q: 3 clusters Score -7621524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -7621524.500000 Penalty: 5442.436523
	Iteration 63F: 3 clusters Score -7621524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -369387.500000 Penalty: 1987.555176
	Iteration 0F: 2 clusters Score -369387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -366137.156250 Penalty: 3975.110352
	Iteration 0F: 3 clusters Score -366137.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -366875.656250 Penalty: 3975.110352
	Iteration 1F: 3 clusters Score -366875.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -367086.125000 Penalty: 3975.110352
	Iteration 2F: 3 clusters Score -367086.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367222.031250 Penalty: 3975.110352
	Iteration 3F: 3 clusters Score -367222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -367310.343750 Penalty: 3975.110352
	Iteration 4Q: 3 clusters Score -367310.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -367391.125000 Penalty: 3975.110352
	Iteration 5Q: 3 clusters Score -367391.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -367480.656250 Penalty: 3975.110352
	Iteration 6Q: 3 clusters Score -367480.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -367564.187500 Penalty: 3975.110352
	Iteration 7Q: 3 clusters Score -367564.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -367690.687500 Penalty: 3975.110352
	Iteration 8Q: 3 clusters Score -367690.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -367875.625000 Penalty: 3975.110352
	Iteration 9Q: 3 clusters Score -367875.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -368137.750000 Penalty: 3975.110352
	Iteration 10Q: 3 clusters Score -368137.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -368374.250000 Penalty: 3975.110352
	Iteration 11F: 3 clusters Score -368374.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -368584.531250 Penalty: 3975.110352
	Iteration 12Q: 3 clusters Score -368584.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -368735.062500 Penalty: 3975.110352
	Iteration 13Q: 3 clusters Score -368735.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -368844.500000 Penalty: 3975.110352
	Iteration 14Q: 3 clusters Score -368844.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -368921.968750 Penalty: 3975.110352
	Iteration 15Q: 3 clusters Score -368922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -369000.062500 Penalty: 3975.110352
	Iteration 16Q: 3 clusters Score -369000.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -369067.281250 Penalty: 3975.110352
	Iteration 17Q: 3 clusters Score -369067.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -369124.968750 Penalty: 3975.110352
	Iteration 18Q: 3 clusters Score -369125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -369182.656250 Penalty: 3975.110352
	Iteration 19Q: 3 clusters Score -369182.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -369243.968750 Penalty: 3975.110352
	Iteration 20F: 3 clusters Score -369244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -369306.000000 Penalty: 3975.110352
	Iteration 21Q: 3 clusters Score -369306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -369365.750000 Penalty: 3975.110352
	Iteration 22Q: 3 clusters Score -369365.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -369425.656250 Penalty: 3975.110352
	Iteration 23Q: 3 clusters Score -369425.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -369489.062500 Penalty: 3975.110352
	Iteration 24Q: 3 clusters Score -369489.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -369554.937500 Penalty: 3975.110352
	Iteration 25Q: 3 clusters Score -369554.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -369603.187500 Penalty: 3975.110352
	Iteration 26Q: 3 clusters Score -369603.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -369649.593750 Penalty: 3975.110352
	Iteration 27Q: 3 clusters Score -369649.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -369674.562500 Penalty: 3975.110352
	Iteration 28Q: 3 clusters Score -369674.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -369704.875000 Penalty: 3975.110352
	Iteration 29Q: 3 clusters Score -369704.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -369725.968750 Penalty: 3975.110352
	Iteration 30Q: 3 clusters Score -369726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -369750.406250 Penalty: 3975.110352
	Iteration 31Q: 3 clusters Score -369750.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -369770.656250 Penalty: 3975.110352
	Iteration 32Q: 3 clusters Score -369770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -369779.781250 Penalty: 3975.110352
	Iteration 33Q: 3 clusters Score -369779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -369786.500000 Penalty: 3975.110352
	Iteration 34Q: 3 clusters Score -369786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -369788.125000 Penalty: 3975.110352
	Iteration 35Q: 3 clusters Score -369788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -369789.500000 Penalty: 3975.110352
	Iteration 36Q: 3 clusters Score -369789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -369790.187500 Penalty: 3975.110352
	Iteration 37Q: 3 clusters Score -369790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -369792.500000 Penalty: 3975.110352
	Iteration 38Q: 3 clusters Score -369792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -369793.406250 Penalty: 3975.110352
	Iteration 39Q: 3 clusters Score -369793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -369793.406250 Penalty: 3975.110352
	Iteration 40F: 3 clusters Score -369793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 27072 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 239536 members 
Mstep: Class 8 contains 31023 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 85671 members 
Mstep: Class 11 contains 187312 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 185367 members 
Mstep: Class 15 contains 42964 members 
Mstep: Class 16 contains 48411 members 
Mstep: Class 17 contains 18169 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 19273 members 
Entering Unmasked Estep 
Score: -133141184.000000 Penalty: 65227.906250
Splitting cluster 2 changes total score from -133138632.000000 to -133141184.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -287095.375000 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -287095.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -284682.593750 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -284682.6 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -296019.156250 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -296019.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -302655.468750 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -302655.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -304318.500000 Penalty: 3993.781250
	Iteration 3Q: 3 clusters Score -304318.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -304633.250000 Penalty: 3993.781250
	Iteration 4Q: 3 clusters Score -304633.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -304787.937500 Penalty: 3993.781250
	Iteration 5Q: 3 clusters Score -304787.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -304963.625000 Penalty: 3993.781250
	Iteration 6Q: 3 clusters Score -304963.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -305052.250000 Penalty: 3993.781250
	Iteration 7Q: 3 clusters Score -305052.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -305260.750000 Penalty: 3993.781250
	Iteration 8Q: 3 clusters Score -305260.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -305737.187500 Penalty: 3993.781250
	Iteration 9Q: 3 clusters Score -305737.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -306481.250000 Penalty: 3993.781250
	Iteration 10Q: 3 clusters Score -306481.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -306803.718750 Penalty: 3993.781250
	Iteration 11Q: 3 clusters Score -306803.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -306918.062500 Penalty: 3993.781250
	Iteration 12Q: 3 clusters Score -306918.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -306946.625000 Penalty: 3993.781250
	Iteration 13Q: 3 clusters Score -306946.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -306961.031250 Penalty: 3993.781250
	Iteration 14Q: 3 clusters Score -306961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -306972.375000 Penalty: 3993.781250
	Iteration 15Q: 3 clusters Score -306972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306975.937500 Penalty: 3993.781250
	Iteration 16Q: 3 clusters Score -306975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -306976.437500 Penalty: 3993.781250
	Iteration 17Q: 3 clusters Score -306976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -306998.937500 Penalty: 3993.781250
	Iteration 18F: 3 clusters Score -306998.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -307042.531250 Penalty: 3993.781250
	Iteration 19Q: 3 clusters Score -307042.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -307168.031250 Penalty: 3993.781250
	Iteration 20F: 3 clusters Score -307168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -307627.125000 Penalty: 3993.781250
	Iteration 21Q: 3 clusters Score -307627.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -308042.406250 Penalty: 3993.781250
	Iteration 22Q: 3 clusters Score -308042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -308044.843750 Penalty: 3993.781250
	Iteration 23Q: 3 clusters Score -308044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -308046.718750 Penalty: 3993.781250
	Iteration 24Q: 3 clusters Score -308046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -308048.062500 Penalty: 3993.781250
	Iteration 25Q: 3 clusters Score -308048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -308049.250000 Penalty: 3993.781250
	Iteration 26Q: 3 clusters Score -308049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -308051.187500 Penalty: 3993.781250
	Iteration 27Q: 3 clusters Score -308051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -308053.156250 Penalty: 3993.781250
	Iteration 28Q: 3 clusters Score -308053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -308055.625000 Penalty: 3993.781250
	Iteration 29Q: 3 clusters Score -308055.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -308061.781250 Penalty: 3993.781250
	Iteration 30Q: 3 clusters Score -308061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -308066.500000 Penalty: 3993.781250
	Iteration 31Q: 3 clusters Score -308066.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -308081.968750 Penalty: 3993.781250
	Iteration 32Q: 3 clusters Score -308082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -308130.468750 Penalty: 3993.781250
	Iteration 33Q: 3 clusters Score -308130.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -308331.906250 Penalty: 3993.781250
	Iteration 34Q: 3 clusters Score -308331.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -308742.156250 Penalty: 3993.781250
	Iteration 35Q: 3 clusters Score -308742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -308749.687500 Penalty: 3993.781250
	Iteration 36Q: 3 clusters Score -308749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -308750.062500 Penalty: 3993.781250
	Iteration 37Q: 3 clusters Score -308750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -308750.593750 Penalty: 3993.781250
	Iteration 38Q: 3 clusters Score -308750.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -308750.593750 Penalty: 3993.781250
	Iteration 39F: 3 clusters Score -308750.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 27072 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 239536 members 
Mstep: Class 8 contains 31023 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 85671 members 
Mstep: Class 11 contains 187312 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 185367 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 42964 members 
Mstep: Class 16 contains 48411 members 
Mstep: Class 17 contains 18169 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 19273 members 
Entering Unmasked Estep 
Score: -133161176.000000 Penalty: 68660.953125
Splitting cluster 3 changes total score from -133138632.000000 to -133161176.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (27072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Entering Unmasked Estep 
Score: -3650635.000000 Penalty: 2531.151123
	Iteration 0F: 2 clusters Score -3650635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3631968.250000 Penalty: 5062.302246
	Iteration 0F: 3 clusters Score -3631968 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3638555.750000 Penalty: 5062.302246
	Iteration 1F: 3 clusters Score -3638556 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3639039.000000 Penalty: 5062.302246
	Iteration 2Q: 3 clusters Score -3639039 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3639532.250000 Penalty: 5062.302246
	Iteration 3Q: 3 clusters Score -3639532 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3640069.500000 Penalty: 5062.302246
	Iteration 4Q: 3 clusters Score -3640070 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3640621.750000 Penalty: 5062.302246
	Iteration 5Q: 3 clusters Score -3640622 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3641283.000000 Penalty: 5062.302246
	Iteration 6Q: 3 clusters Score -3641283 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3642237.750000 Penalty: 5062.302246
	Iteration 7F: 3 clusters Score -3642238 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3643441.250000 Penalty: 5062.302246
	Iteration 8F: 3 clusters Score -3643441 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3644797.500000 Penalty: 5062.302246
	Iteration 9F: 3 clusters Score -3644798 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3645951.000000 Penalty: 5062.302246
	Iteration 10F: 3 clusters Score -3645951 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3646673.000000 Penalty: 5062.302246
	Iteration 11Q: 3 clusters Score -3646673 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3647157.250000 Penalty: 5062.302246
	Iteration 12Q: 3 clusters Score -3647157 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3647469.250000 Penalty: 5062.302246
	Iteration 13Q: 3 clusters Score -3647469 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3647686.000000 Penalty: 5062.302246
	Iteration 14Q: 3 clusters Score -3647686 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3647884.750000 Penalty: 5062.302246
	Iteration 15Q: 3 clusters Score -3647885 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3648046.500000 Penalty: 5062.302246
	Iteration 16Q: 3 clusters Score -3648046 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3648213.750000 Penalty: 5062.302246
	Iteration 17Q: 3 clusters Score -3648214 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3648336.750000 Penalty: 5062.302246
	Iteration 18Q: 3 clusters Score -3648337 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3648446.000000 Penalty: 5062.302246
	Iteration 19Q: 3 clusters Score -3648446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3648498.000000 Penalty: 5062.302246
	Iteration 20F: 3 clusters Score -3648498 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3648517.000000 Penalty: 5062.302246
	Iteration 21Q: 3 clusters Score -3648517 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3648543.250000 Penalty: 5062.302246
	Iteration 22Q: 3 clusters Score -3648543 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3648561.000000 Penalty: 5062.302246
	Iteration 23Q: 3 clusters Score -3648561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3648586.750000 Penalty: 5062.302246
	Iteration 24Q: 3 clusters Score -3648587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3648594.250000 Penalty: 5062.302246
	Iteration 25Q: 3 clusters Score -3648594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3648615.000000 Penalty: 5062.302246
	Iteration 26Q: 3 clusters Score -3648615 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3648627.500000 Penalty: 5062.302246
	Iteration 27Q: 3 clusters Score -3648628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3648646.750000 Penalty: 5062.302246
	Iteration 28Q: 3 clusters Score -3648647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3648650.750000 Penalty: 5062.302246
	Iteration 29Q: 3 clusters Score -3648651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3648669.000000 Penalty: 5062.302246
	Iteration 30Q: 3 clusters Score -3648669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3648683.500000 Penalty: 5062.302246
	Iteration 31Q: 3 clusters Score -3648684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3648687.750000 Penalty: 5062.302246
	Iteration 32Q: 3 clusters Score -3648688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3648696.000000 Penalty: 5062.302246
	Iteration 33Q: 3 clusters Score -3648696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3648695.500000 Penalty: 5062.302246
	Iteration 34Q: 3 clusters Score -3648696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3648705.000000 Penalty: 5062.302246
	Iteration 35Q: 3 clusters Score -3648705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3648708.250000 Penalty: 5062.302246
	Iteration 36Q: 3 clusters Score -3648708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3648716.750000 Penalty: 5062.302246
	Iteration 37Q: 3 clusters Score -3648717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3648729.750000 Penalty: 5062.302246
	Iteration 38Q: 3 clusters Score -3648730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3648728.000000 Penalty: 5062.302246
	Iteration 39Q: 3 clusters Score -3648728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3648726.750000 Penalty: 5062.302246
	Iteration 40F: 3 clusters Score -3648727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3648721.500000 Penalty: 5062.302246
	Iteration 41Q: 3 clusters Score -3648722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3648735.000000 Penalty: 5062.302246
	Iteration 42Q: 3 clusters Score -3648735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3648735.000000 Penalty: 5062.302246
	Iteration 43Q: 3 clusters Score -3648735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3648741.000000 Penalty: 5062.302246
	Iteration 44Q: 3 clusters Score -3648741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3648744.500000 Penalty: 5062.302246
	Iteration 45Q: 3 clusters Score -3648744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3648751.000000 Penalty: 5062.302246
	Iteration 46Q: 3 clusters Score -3648751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3648756.500000 Penalty: 5062.302246
	Iteration 47Q: 3 clusters Score -3648756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3648758.500000 Penalty: 5062.302246
	Iteration 48Q: 3 clusters Score -3648758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3648761.000000 Penalty: 5062.302246
	Iteration 49Q: 3 clusters Score -3648761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3648768.250000 Penalty: 5062.302246
	Iteration 50Q: 3 clusters Score -3648768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3648769.750000 Penalty: 5062.302246
	Iteration 51Q: 3 clusters Score -3648770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3648766.000000 Penalty: 5062.302246
	Iteration 52Q: 3 clusters Score -3648766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3648766.500000 Penalty: 5062.302246
	Iteration 53Q: 3 clusters Score -3648766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3648769.000000 Penalty: 5062.302246
	Iteration 54Q: 3 clusters Score -3648769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3648769.250000 Penalty: 5062.302246
	Iteration 55Q: 3 clusters Score -3648769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3648766.500000 Penalty: 5062.302246
	Iteration 56Q: 3 clusters Score -3648766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3648768.000000 Penalty: 5062.302246
	Iteration 57Q: 3 clusters Score -3648768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3648768.250000 Penalty: 5062.302246
	Iteration 58Q: 3 clusters Score -3648768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3648766.500000 Penalty: 5062.302246
	Iteration 59Q: 3 clusters Score -3648766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3648765.750000 Penalty: 5062.302246
	Iteration 60F: 3 clusters Score -3648766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3648768.250000 Penalty: 5062.302246
	Iteration 61Q: 3 clusters Score -3648768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3648767.500000 Penalty: 5062.302246
	Iteration 62Q: 3 clusters Score -3648768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3648770.500000 Penalty: 5062.302246
	Iteration 63Q: 3 clusters Score -3648770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3648770.500000 Penalty: 5062.302246
	Iteration 64F: 3 clusters Score -3648770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Entering Unmasked Estep 
Score: -2139113.750000 Penalty: 2403.775391
	Iteration 0F: 2 clusters Score -2139114 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 8100 members 
Entering Unmasked Estep 
Score: -2127503.500000 Penalty: 4807.550781
	Iteration 0F: 3 clusters Score -2127504 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2131352.500000 Penalty: 4807.550781
	Iteration 1F: 3 clusters Score -2131352 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2132023.500000 Penalty: 4807.550781
	Iteration 2F: 3 clusters Score -2132024 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2132795.000000 Penalty: 4807.550781
	Iteration 3F: 3 clusters Score -2132795 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2133693.750000 Penalty: 4807.550781
	Iteration 4F: 3 clusters Score -2133694 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2134649.250000 Penalty: 4807.550781
	Iteration 5F: 3 clusters Score -2134649 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2135430.500000 Penalty: 4807.550781
	Iteration 6F: 3 clusters Score -2135430 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2136051.250000 Penalty: 4807.550781
	Iteration 7F: 3 clusters Score -2136051 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2136440.750000 Penalty: 4807.550781
	Iteration 8Q: 3 clusters Score -2136441 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2136677.250000 Penalty: 4807.550781
	Iteration 9Q: 3 clusters Score -2136677 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2136838.250000 Penalty: 4807.550781
	Iteration 10Q: 3 clusters Score -2136838 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2136962.500000 Penalty: 4807.550781
	Iteration 11Q: 3 clusters Score -2136962 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2137030.250000 Penalty: 4807.550781
	Iteration 12Q: 3 clusters Score -2137030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2137079.000000 Penalty: 4807.550781
	Iteration 13Q: 3 clusters Score -2137079 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2137119.250000 Penalty: 4807.550781
	Iteration 14Q: 3 clusters Score -2137119 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2137151.000000 Penalty: 4807.550781
	Iteration 15Q: 3 clusters Score -2137151 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2137188.250000 Penalty: 4807.550781
	Iteration 16Q: 3 clusters Score -2137188 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2137214.250000 Penalty: 4807.550781
	Iteration 17Q: 3 clusters Score -2137214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2137243.750000 Penalty: 4807.550781
	Iteration 18Q: 3 clusters Score -2137244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2137261.250000 Penalty: 4807.550781
	Iteration 19Q: 3 clusters Score -2137261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2137281.000000 Penalty: 4807.550781
	Iteration 20F: 3 clusters Score -2137281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2137288.500000 Penalty: 4807.550781
	Iteration 21Q: 3 clusters Score -2137288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2137299.000000 Penalty: 4807.550781
	Iteration 22Q: 3 clusters Score -2137299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2137307.500000 Penalty: 4807.550781
	Iteration 23Q: 3 clusters Score -2137308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2137316.750000 Penalty: 4807.550781
	Iteration 24Q: 3 clusters Score -2137317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2137326.750000 Penalty: 4807.550781
	Iteration 25Q: 3 clusters Score -2137327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2137326.750000 Penalty: 4807.550781
	Iteration 26Q: 3 clusters Score -2137327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2137334.000000 Penalty: 4807.550781
	Iteration 27Q: 3 clusters Score -2137334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2137341.250000 Penalty: 4807.550781
	Iteration 28Q: 3 clusters Score -2137341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2137346.000000 Penalty: 4807.550781
	Iteration 29Q: 3 clusters Score -2137346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2137353.250000 Penalty: 4807.550781
	Iteration 30Q: 3 clusters Score -2137353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2137354.500000 Penalty: 4807.550781
	Iteration 31Q: 3 clusters Score -2137354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2137360.250000 Penalty: 4807.550781
	Iteration 32Q: 3 clusters Score -2137360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2137361.250000 Penalty: 4807.550781
	Iteration 33Q: 3 clusters Score -2137361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2137363.000000 Penalty: 4807.550781
	Iteration 34Q: 3 clusters Score -2137363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2137363.000000 Penalty: 4807.550781
	Iteration 35Q: 3 clusters Score -2137363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2137367.500000 Penalty: 4807.550781
	Iteration 36Q: 3 clusters Score -2137368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2137371.750000 Penalty: 4807.550781
	Iteration 37Q: 3 clusters Score -2137372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2137376.250000 Penalty: 4807.550781
	Iteration 38Q: 3 clusters Score -2137376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2137374.250000 Penalty: 4807.550781
	Iteration 39Q: 3 clusters Score -2137374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2137379.500000 Penalty: 4807.550781
	Iteration 40F: 3 clusters Score -2137380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2137381.750000 Penalty: 4807.550781
	Iteration 41Q: 3 clusters Score -2137382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2137386.000000 Penalty: 4807.550781
	Iteration 42Q: 3 clusters Score -2137386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2137391.250000 Penalty: 4807.550781
	Iteration 43Q: 3 clusters Score -2137391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2137395.500000 Penalty: 4807.550781
	Iteration 44Q: 3 clusters Score -2137396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2137399.000000 Penalty: 4807.550781
	Iteration 45Q: 3 clusters Score -2137399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2137402.000000 Penalty: 4807.550781
	Iteration 46Q: 3 clusters Score -2137402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2137400.000000 Penalty: 4807.550781
	Iteration 47Q: 3 clusters Score -2137400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2137410.500000 Penalty: 4807.550781
	Iteration 48Q: 3 clusters Score -2137410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2137409.500000 Penalty: 4807.550781
	Iteration 49Q: 3 clusters Score -2137410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2137412.250000 Penalty: 4807.550781
	Iteration 50Q: 3 clusters Score -2137412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2137413.250000 Penalty: 4807.550781
	Iteration 51Q: 3 clusters Score -2137413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2137416.750000 Penalty: 4807.550781
	Iteration 52Q: 3 clusters Score -2137417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2137416.500000 Penalty: 4807.550781
	Iteration 53Q: 3 clusters Score -2137416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2137413.250000 Penalty: 4807.550781
	Iteration 54Q: 3 clusters Score -2137413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2137418.250000 Penalty: 4807.550781
	Iteration 55Q: 3 clusters Score -2137418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2137422.000000 Penalty: 4807.550781
	Iteration 56Q: 3 clusters Score -2137422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2137420.500000 Penalty: 4807.550781
	Iteration 57Q: 3 clusters Score -2137420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2137417.250000 Penalty: 4807.550781
	Iteration 58Q: 3 clusters Score -2137417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2137420.000000 Penalty: 4807.550781
	Iteration 59Q: 3 clusters Score -2137420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2137423.000000 Penalty: 4807.550781
	Iteration 60F: 3 clusters Score -2137423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2137421.250000 Penalty: 4807.550781
	Iteration 61Q: 3 clusters Score -2137421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2137422.000000 Penalty: 4807.550781
	Iteration 62Q: 3 clusters Score -2137422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2137426.000000 Penalty: 4807.550781
	Iteration 63Q: 3 clusters Score -2137426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2137424.500000 Penalty: 4807.550781
	Iteration 64Q: 3 clusters Score -2137424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2137426.000000 Penalty: 4807.550781
	Iteration 65Q: 3 clusters Score -2137426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2137426.500000 Penalty: 4807.550781
	Iteration 66Q: 3 clusters Score -2137426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2137429.000000 Penalty: 4807.550781
	Iteration 67Q: 3 clusters Score -2137429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2137429.000000 Penalty: 4807.550781
	Iteration 68F: 3 clusters Score -2137429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Entering Unmasked Estep 
Score: -3266298.250000 Penalty: 2511.563232
	Iteration 0F: 2 clusters Score -3266298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3249001.000000 Penalty: 5023.126465
	Iteration 0F: 3 clusters Score -3249001 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3255097.000000 Penalty: 5023.126465
	Iteration 1F: 3 clusters Score -3255097 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3255562.750000 Penalty: 5023.126465
	Iteration 2Q: 3 clusters Score -3255563 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3256100.500000 Penalty: 5023.126465
	Iteration 3Q: 3 clusters Score -3256100 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3256653.250000 Penalty: 5023.126465
	Iteration 4Q: 3 clusters Score -3256653 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3257249.250000 Penalty: 5023.126465
	Iteration 5Q: 3 clusters Score -3257249 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3257926.500000 Penalty: 5023.126465
	Iteration 6Q: 3 clusters Score -3257926 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3258735.250000 Penalty: 5023.126465
	Iteration 7F: 3 clusters Score -3258735 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3259679.000000 Penalty: 5023.126465
	Iteration 8F: 3 clusters Score -3259679 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3260690.500000 Penalty: 5023.126465
	Iteration 9F: 3 clusters Score -3260690 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3261714.750000 Penalty: 5023.126465
	Iteration 10Q: 3 clusters Score -3261715 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3262608.000000 Penalty: 5023.126465
	Iteration 11Q: 3 clusters Score -3262608 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3263224.500000 Penalty: 5023.126465
	Iteration 12Q: 3 clusters Score -3263224 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3263654.750000 Penalty: 5023.126465
	Iteration 13Q: 3 clusters Score -3263655 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3263905.500000 Penalty: 5023.126465
	Iteration 14Q: 3 clusters Score -3263906 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3264058.000000 Penalty: 5023.126465
	Iteration 15Q: 3 clusters Score -3264058 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3264163.500000 Penalty: 5023.126465
	Iteration 16Q: 3 clusters Score -3264164 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3264232.500000 Penalty: 5023.126465
	Iteration 17Q: 3 clusters Score -3264232 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3264304.250000 Penalty: 5023.126465
	Iteration 18Q: 3 clusters Score -3264304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3264347.750000 Penalty: 5023.126465
	Iteration 19Q: 3 clusters Score -3264348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3264387.750000 Penalty: 5023.126465
	Iteration 20F: 3 clusters Score -3264388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3264404.500000 Penalty: 5023.126465
	Iteration 21Q: 3 clusters Score -3264404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3264420.750000 Penalty: 5023.126465
	Iteration 22Q: 3 clusters Score -3264421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3264438.250000 Penalty: 5023.126465
	Iteration 23Q: 3 clusters Score -3264438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3264445.000000 Penalty: 5023.126465
	Iteration 24Q: 3 clusters Score -3264445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3264456.250000 Penalty: 5023.126465
	Iteration 25Q: 3 clusters Score -3264456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3264454.750000 Penalty: 5023.126465
	Iteration 26Q: 3 clusters Score -3264455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3264459.750000 Penalty: 5023.126465
	Iteration 27Q: 3 clusters Score -3264460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3264461.250000 Penalty: 5023.126465
	Iteration 28Q: 3 clusters Score -3264461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3264464.500000 Penalty: 5023.126465
	Iteration 29Q: 3 clusters Score -3264464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3264474.000000 Penalty: 5023.126465
	Iteration 30Q: 3 clusters Score -3264474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3264475.000000 Penalty: 5023.126465
	Iteration 31Q: 3 clusters Score -3264475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3264472.750000 Penalty: 5023.126465
	Iteration 32Q: 3 clusters Score -3264473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3264473.000000 Penalty: 5023.126465
	Iteration 33Q: 3 clusters Score -3264473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3264474.500000 Penalty: 5023.126465
	Iteration 34Q: 3 clusters Score -3264474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3264474.000000 Penalty: 5023.126465
	Iteration 35Q: 3 clusters Score -3264474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3264474.000000 Penalty: 5023.126465
	Iteration 36Q: 3 clusters Score -3264474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3264482.500000 Penalty: 5023.126465
	Iteration 37Q: 3 clusters Score -3264482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3264483.000000 Penalty: 5023.126465
	Iteration 38Q: 3 clusters Score -3264483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3264485.500000 Penalty: 5023.126465
	Iteration 39Q: 3 clusters Score -3264486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3264487.500000 Penalty: 5023.126465
	Iteration 40F: 3 clusters Score -3264488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3264488.500000 Penalty: 5023.126465
	Iteration 41Q: 3 clusters Score -3264488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3264490.000000 Penalty: 5023.126465
	Iteration 42Q: 3 clusters Score -3264490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3264495.750000 Penalty: 5023.126465
	Iteration 43Q: 3 clusters Score -3264496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3264496.500000 Penalty: 5023.126465
	Iteration 44Q: 3 clusters Score -3264496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3264492.000000 Penalty: 5023.126465
	Iteration 45Q: 3 clusters Score -3264492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3264495.000000 Penalty: 5023.126465
	Iteration 46Q: 3 clusters Score -3264495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3264490.500000 Penalty: 5023.126465
	Iteration 47Q: 3 clusters Score -3264490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3264496.500000 Penalty: 5023.126465
	Iteration 48Q: 3 clusters Score -3264496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3264499.250000 Penalty: 5023.126465
	Iteration 49Q: 3 clusters Score -3264499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3264498.750000 Penalty: 5023.126465
	Iteration 50Q: 3 clusters Score -3264499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3264500.750000 Penalty: 5023.126465
	Iteration 51Q: 3 clusters Score -3264501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3264500.750000 Penalty: 5023.126465
	Iteration 52F: 3 clusters Score -3264501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239536 members 
Entering Unmasked Estep 
Score: -31713248.000000 Penalty: 3071.841797
	Iteration 0F: 2 clusters Score -3.171325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -31575942.000000 Penalty: 6143.683594
	Iteration 0F: 3 clusters Score -3.157594e+07 nChanged 115296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
Score: -31643940.000000 Penalty: 6143.683594
	Iteration 1F: 3 clusters Score -3.164394e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 132319 members 
Entering Unmasked Estep 
Score: -31646172.000000 Penalty: 6143.683594
	Iteration 2Q: 3 clusters Score -3.164617e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 139004 members 
Entering Unmasked Estep 
Score: -31649622.000000 Penalty: 6143.683594
	Iteration 3Q: 3 clusters Score -3.164962e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 149041 members 
Entering Unmasked Estep 
Score: -31655050.000000 Penalty: 6143.683594
	Iteration 4Q: 3 clusters Score -3.165505e+07 nChanged 14491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 163122 members 
Entering Unmasked Estep 
Score: -31664500.000000 Penalty: 6143.683594
	Iteration 5F: 3 clusters Score -3.16645e+07 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 181443 members 
Entering Unmasked Estep 
Score: -31679000.000000 Penalty: 6143.683594
	Iteration 6F: 3 clusters Score -3.1679e+07 nChanged 19757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 201054 members 
Entering Unmasked Estep 
Score: -31693384.000000 Penalty: 6143.683594
	Iteration 7F: 3 clusters Score -3.169338e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 216788 members 
Entering Unmasked Estep 
Score: -31702530.000000 Penalty: 6143.683594
	Iteration 8F: 3 clusters Score -3.170253e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 226006 members 
Entering Unmasked Estep 
Score: -31707018.000000 Penalty: 6143.683594
	Iteration 9Q: 3 clusters Score -3.170702e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 230570 members 
Entering Unmasked Estep 
Score: -31709520.000000 Penalty: 6143.683594
	Iteration 10Q: 3 clusters Score -3.170952e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 232777 members 
Entering Unmasked Estep 
Score: -31711148.000000 Penalty: 6143.683594
	Iteration 11Q: 3 clusters Score -3.171115e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 233889 members 
Entering Unmasked Estep 
Score: -31712326.000000 Penalty: 6143.683594
	Iteration 12Q: 3 clusters Score -3.171233e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 234404 members 
Entering Unmasked Estep 
Score: -31713394.000000 Penalty: 6143.683594
	Iteration 13Q: 3 clusters Score -3.171339e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 234544 members 
Entering Unmasked Estep 
Score: -31714178.000000 Penalty: 6143.683594
	Iteration 14Q: 3 clusters Score -3.171418e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 234441 members 
Entering Unmasked Estep 
Score: -31714914.000000 Penalty: 6143.683594
	Iteration 15Q: 3 clusters Score -3.171491e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 234147 members 
Entering Unmasked Estep 
Score: -31715594.000000 Penalty: 6143.683594
	Iteration 16Q: 3 clusters Score -3.171559e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 233817 members 
Entering Unmasked Estep 
Score: -31716162.000000 Penalty: 6143.683594
	Iteration 17Q: 3 clusters Score -3.171616e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 233494 members 
Entering Unmasked Estep 
Score: -31716646.000000 Penalty: 6143.683594
	Iteration 18Q: 3 clusters Score -3.171665e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 233141 members 
Entering Unmasked Estep 
Score: -31716934.000000 Penalty: 6143.683594
	Iteration 19Q: 3 clusters Score -3.171693e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 232798 members 
Entering Unmasked Estep 
Score: -31717296.000000 Penalty: 6143.683594
	Iteration 20F: 3 clusters Score -3.17173e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 232441 members 
Entering Unmasked Estep 
Score: -31717616.000000 Penalty: 6143.683594
	Iteration 21Q: 3 clusters Score -3.171762e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 232108 members 
Entering Unmasked Estep 
Score: -31717952.000000 Penalty: 6143.683594
	Iteration 22Q: 3 clusters Score -3.171795e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 231788 members 
Entering Unmasked Estep 
Score: -31718230.000000 Penalty: 6143.683594
	Iteration 23Q: 3 clusters Score -3.171823e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 231454 members 
Entering Unmasked Estep 
Score: -31718388.000000 Penalty: 6143.683594
	Iteration 24Q: 3 clusters Score -3.171839e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 231127 members 
Entering Unmasked Estep 
Score: -31718710.000000 Penalty: 6143.683594
	Iteration 25Q: 3 clusters Score -3.171871e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 230826 members 
Entering Unmasked Estep 
Score: -31719006.000000 Penalty: 6143.683594
	Iteration 26Q: 3 clusters Score -3.171901e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 230567 members 
Entering Unmasked Estep 
Score: -31719194.000000 Penalty: 6143.683594
	Iteration 27Q: 3 clusters Score -3.171919e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 230348 members 
Entering Unmasked Estep 
Score: -31719402.000000 Penalty: 6143.683594
	Iteration 28Q: 3 clusters Score -3.17194e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 230122 members 
Entering Unmasked Estep 
Score: -31719582.000000 Penalty: 6143.683594
	Iteration 29Q: 3 clusters Score -3.171958e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 229926 members 
Entering Unmasked Estep 
Score: -31719774.000000 Penalty: 6143.683594
	Iteration 30Q: 3 clusters Score -3.171977e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 229761 members 
Entering Unmasked Estep 
Score: -31719948.000000 Penalty: 6143.683594
	Iteration 31Q: 3 clusters Score -3.171995e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 229622 members 
Entering Unmasked Estep 
Score: -31720060.000000 Penalty: 6143.683594
	Iteration 32Q: 3 clusters Score -3.172006e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 229494 members 
Entering Unmasked Estep 
Score: -31720170.000000 Penalty: 6143.683594
	Iteration 33Q: 3 clusters Score -3.172017e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 229380 members 
Entering Unmasked Estep 
Score: -31720288.000000 Penalty: 6143.683594
	Iteration 34Q: 3 clusters Score -3.172029e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 229258 members 
Entering Unmasked Estep 
Score: -31720356.000000 Penalty: 6143.683594
	Iteration 35Q: 3 clusters Score -3.172036e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 229136 members 
Entering Unmasked Estep 
Score: -31720358.000000 Penalty: 6143.683594
	Iteration 36Q: 3 clusters Score -3.172036e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 229032 members 
Entering Unmasked Estep 
Score: -31720472.000000 Penalty: 6143.683594
	Iteration 37Q: 3 clusters Score -3.172047e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 228935 members 
Entering Unmasked Estep 
Score: -31720532.000000 Penalty: 6143.683594
	Iteration 38Q: 3 clusters Score -3.172053e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 228827 members 
Entering Unmasked Estep 
Score: -31720606.000000 Penalty: 6143.683594
	Iteration 39Q: 3 clusters Score -3.172061e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 228708 members 
Entering Unmasked Estep 
Score: -31720686.000000 Penalty: 6143.683594
	Iteration 40F: 3 clusters Score -3.172069e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 228594 members 
Entering Unmasked Estep 
Score: -31720750.000000 Penalty: 6143.683594
	Iteration 41Q: 3 clusters Score -3.172075e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 228493 members 
Entering Unmasked Estep 
Score: -31720810.000000 Penalty: 6143.683594
	Iteration 42Q: 3 clusters Score -3.172081e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 228406 members 
Entering Unmasked Estep 
Score: -31720854.000000 Penalty: 6143.683594
	Iteration 43Q: 3 clusters Score -3.172085e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 228317 members 
Entering Unmasked Estep 
Score: -31720904.000000 Penalty: 6143.683594
	Iteration 44Q: 3 clusters Score -3.17209e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 228229 members 
Entering Unmasked Estep 
Score: -31720938.000000 Penalty: 6143.683594
	Iteration 45Q: 3 clusters Score -3.172094e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 228146 members 
Entering Unmasked Estep 
Score: -31720972.000000 Penalty: 6143.683594
	Iteration 46Q: 3 clusters Score -3.172097e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 228074 members 
Entering Unmasked Estep 
Score: -31721006.000000 Penalty: 6143.683594
	Iteration 47Q: 3 clusters Score -3.172101e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 228009 members 
Entering Unmasked Estep 
Score: -31721040.000000 Penalty: 6143.683594
	Iteration 48Q: 3 clusters Score -3.172104e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 227947 members 
Entering Unmasked Estep 
Score: -31721004.000000 Penalty: 6143.683594
	Iteration 49Q: 3 clusters Score -3.1721e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 227891 members 
Entering Unmasked Estep 
Score: -31721062.000000 Penalty: 6143.683594
	Iteration 50Q: 3 clusters Score -3.172106e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 227847 members 
Entering Unmasked Estep 
Score: -31721100.000000 Penalty: 6143.683594
	Iteration 51Q: 3 clusters Score -3.17211e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 227800 members 
Entering Unmasked Estep 
Score: -31721142.000000 Penalty: 6143.683594
	Iteration 52Q: 3 clusters Score -3.172114e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 227750 members 
Entering Unmasked Estep 
Score: -31721150.000000 Penalty: 6143.683594
	Iteration 53Q: 3 clusters Score -3.172115e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 227713 members 
Entering Unmasked Estep 
Score: -31721186.000000 Penalty: 6143.683594
	Iteration 54Q: 3 clusters Score -3.172119e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 227671 members 
Entering Unmasked Estep 
Score: -31721196.000000 Penalty: 6143.683594
	Iteration 55Q: 3 clusters Score -3.17212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 227642 members 
Entering Unmasked Estep 
Score: -31721202.000000 Penalty: 6143.683594
	Iteration 56Q: 3 clusters Score -3.17212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 227617 members 
Entering Unmasked Estep 
Score: -31721198.000000 Penalty: 6143.683594
	Iteration 57Q: 3 clusters Score -3.17212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 227590 members 
Entering Unmasked Estep 
Score: -31721192.000000 Penalty: 6143.683594
	Iteration 58Q: 3 clusters Score -3.172119e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 227563 members 
Entering Unmasked Estep 
Score: -31721222.000000 Penalty: 6143.683594
	Iteration 59Q: 3 clusters Score -3.172122e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 227534 members 
Entering Unmasked Estep 
Score: -31721206.000000 Penalty: 6143.683594
	Iteration 60F: 3 clusters Score -3.172121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 227515 members 
Entering Unmasked Estep 
Score: -31721206.000000 Penalty: 6143.683594
	Iteration 61Q: 3 clusters Score -3.172121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 227489 members 
Entering Unmasked Estep 
Score: -31721248.000000 Penalty: 6143.683594
	Iteration 62Q: 3 clusters Score -3.172125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 227460 members 
Entering Unmasked Estep 
Score: -31721216.000000 Penalty: 6143.683594
	Iteration 63Q: 3 clusters Score -3.172122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 227441 members 
Entering Unmasked Estep 
Score: -31721222.000000 Penalty: 6143.683594
	Iteration 64Q: 3 clusters Score -3.172122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 227420 members 
Entering Unmasked Estep 
Score: -31721206.000000 Penalty: 6143.683594
	Iteration 65Q: 3 clusters Score -3.172121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 227400 members 
Entering Unmasked Estep 
Score: -31721246.000000 Penalty: 6143.683594
	Iteration 66Q: 3 clusters Score -3.172125e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 227381 members 
Entering Unmasked Estep 
Score: -31721244.000000 Penalty: 6143.683594
	Iteration 67Q: 3 clusters Score -3.172124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 227363 members 
Entering Unmasked Estep 
Score: -31721250.000000 Penalty: 6143.683594
	Iteration 68Q: 3 clusters Score -3.172125e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 227344 members 
Entering Unmasked Estep 
Score: -31721296.000000 Penalty: 6143.683594
	Iteration 69Q: 3 clusters Score -3.17213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 227328 members 
Entering Unmasked Estep 
Score: -31721296.000000 Penalty: 6143.683594
	Iteration 70Q: 3 clusters Score -3.17213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 227320 members 
Entering Unmasked Estep 
Score: -31721292.000000 Penalty: 6143.683594
	Iteration 71Q: 3 clusters Score -3.172129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 227311 members 
Entering Unmasked Estep 
Score: -31721276.000000 Penalty: 6143.683594
	Iteration 72Q: 3 clusters Score -3.172128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 227301 members 
Entering Unmasked Estep 
Score: -31721272.000000 Penalty: 6143.683594
	Iteration 73Q: 3 clusters Score -3.172127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 227286 members 
Entering Unmasked Estep 
Score: -31721258.000000 Penalty: 6143.683594
	Iteration 74Q: 3 clusters Score -3.172126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 227279 members 
Entering Unmasked Estep 
Score: -31721278.000000 Penalty: 6143.683594
	Iteration 75Q: 3 clusters Score -3.172128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 227273 members 
Entering Unmasked Estep 
Score: -31721268.000000 Penalty: 6143.683594
	Iteration 76Q: 3 clusters Score -3.172127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 227270 members 
Entering Unmasked Estep 
Score: -31721288.000000 Penalty: 6143.683594
	Iteration 77Q: 3 clusters Score -3.172129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 227267 members 
Entering Unmasked Estep 
Score: -31721292.000000 Penalty: 6143.683594
	Iteration 78Q: 3 clusters Score -3.172129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 227264 members 
Entering Unmasked Estep 
Score: -31721282.000000 Penalty: 6143.683594
	Iteration 79Q: 3 clusters Score -3.172128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 227261 members 
Entering Unmasked Estep 
Score: -31721288.000000 Penalty: 6143.683594
	Iteration 80F: 3 clusters Score -3.172129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 227257 members 
Entering Unmasked Estep 
Score: -31721298.000000 Penalty: 6143.683594
	Iteration 81Q: 3 clusters Score -3.17213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 227256 members 
Entering Unmasked Estep 
Score: -31721306.000000 Penalty: 6143.683594
	Iteration 82Q: 3 clusters Score -3.172131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 227253 members 
Entering Unmasked Estep 
Score: -31721288.000000 Penalty: 6143.683594
	Iteration 83Q: 3 clusters Score -3.172129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 227251 members 
Entering Unmasked Estep 
Score: -31721304.000000 Penalty: 6143.683594
	Iteration 84Q: 3 clusters Score -3.17213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 227251 members 
Entering Unmasked Estep 
Score: -31721304.000000 Penalty: 6143.683594
	Iteration 85F: 3 clusters Score -3.17213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 27072 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 12285 members 
Mstep: Class 8 contains 31023 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 85671 members 
Mstep: Class 11 contains 187312 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 185367 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 42964 members 
Mstep: Class 16 contains 48411 members 
Mstep: Class 17 contains 18169 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 227251 members 
Entering Unmasked Estep 
Score: -133168896.000000 Penalty: 72094.000000
Splitting cluster 7 changes total score from -133138632.000000 to -133168896.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (31023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Entering Unmasked Estep 
Score: -3845392.250000 Penalty: 2564.936035
	Iteration 0F: 2 clusters Score -3845392 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 15561 members 
Entering Unmasked Estep 
Score: -3824148.000000 Penalty: 5129.872070
	Iteration 0F: 3 clusters Score -3824148 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3831705.250000 Penalty: 5129.872070
	Iteration 1F: 3 clusters Score -3831705 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3832219.500000 Penalty: 5129.872070
	Iteration 2Q: 3 clusters Score -3832220 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3832684.750000 Penalty: 5129.872070
	Iteration 3Q: 3 clusters Score -3832685 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3833187.000000 Penalty: 5129.872070
	Iteration 4Q: 3 clusters Score -3833187 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3833726.000000 Penalty: 5129.872070
	Iteration 5Q: 3 clusters Score -3833726 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3834385.000000 Penalty: 5129.872070
	Iteration 6Q: 3 clusters Score -3834385 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3835116.750000 Penalty: 5129.872070
	Iteration 7Q: 3 clusters Score -3835117 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3836114.250000 Penalty: 5129.872070
	Iteration 8F: 3 clusters Score -3836114 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3837263.500000 Penalty: 5129.872070
	Iteration 9F: 3 clusters Score -3837264 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3838498.000000 Penalty: 5129.872070
	Iteration 10F: 3 clusters Score -3838498 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3839583.750000 Penalty: 5129.872070
	Iteration 11Q: 3 clusters Score -3839584 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3840398.250000 Penalty: 5129.872070
	Iteration 12Q: 3 clusters Score -3840398 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3840917.750000 Penalty: 5129.872070
	Iteration 13Q: 3 clusters Score -3840918 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3841235.000000 Penalty: 5129.872070
	Iteration 14Q: 3 clusters Score -3841235 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3841446.000000 Penalty: 5129.872070
	Iteration 15Q: 3 clusters Score -3841446 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3841588.500000 Penalty: 5129.872070
	Iteration 16Q: 3 clusters Score -3841588 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3841708.750000 Penalty: 5129.872070
	Iteration 17Q: 3 clusters Score -3841709 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3841826.500000 Penalty: 5129.872070
	Iteration 18Q: 3 clusters Score -3841826 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3841932.000000 Penalty: 5129.872070
	Iteration 19Q: 3 clusters Score -3841932 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3842022.250000 Penalty: 5129.872070
	Iteration 20F: 3 clusters Score -3842022 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3842107.500000 Penalty: 5129.872070
	Iteration 21Q: 3 clusters Score -3842108 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3842221.250000 Penalty: 5129.872070
	Iteration 22Q: 3 clusters Score -3842221 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3842297.750000 Penalty: 5129.872070
	Iteration 23Q: 3 clusters Score -3842298 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3842382.500000 Penalty: 5129.872070
	Iteration 24Q: 3 clusters Score -3842382 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3842453.000000 Penalty: 5129.872070
	Iteration 25Q: 3 clusters Score -3842453 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3842546.250000 Penalty: 5129.872070
	Iteration 26Q: 3 clusters Score -3842546 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3842623.250000 Penalty: 5129.872070
	Iteration 27Q: 3 clusters Score -3842623 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3842685.000000 Penalty: 5129.872070
	Iteration 28Q: 3 clusters Score -3842685 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3842748.750000 Penalty: 5129.872070
	Iteration 29Q: 3 clusters Score -3842749 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3842829.500000 Penalty: 5129.872070
	Iteration 30Q: 3 clusters Score -3842830 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3842894.750000 Penalty: 5129.872070
	Iteration 31Q: 3 clusters Score -3842895 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -3842938.500000 Penalty: 5129.872070
	Iteration 32Q: 3 clusters Score -3842938 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3842980.250000 Penalty: 5129.872070
	Iteration 33Q: 3 clusters Score -3842980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3843020.000000 Penalty: 5129.872070
	Iteration 34Q: 3 clusters Score -3843020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3843065.000000 Penalty: 5129.872070
	Iteration 35Q: 3 clusters Score -3843065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3843098.250000 Penalty: 5129.872070
	Iteration 36Q: 3 clusters Score -3843098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3843130.500000 Penalty: 5129.872070
	Iteration 37Q: 3 clusters Score -3843130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3843168.750000 Penalty: 5129.872070
	Iteration 38Q: 3 clusters Score -3843169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3843193.250000 Penalty: 5129.872070
	Iteration 39Q: 3 clusters Score -3843193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3843205.500000 Penalty: 5129.872070
	Iteration 40F: 3 clusters Score -3843206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3843214.000000 Penalty: 5129.872070
	Iteration 41Q: 3 clusters Score -3843214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3843229.000000 Penalty: 5129.872070
	Iteration 42Q: 3 clusters Score -3843229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3843240.750000 Penalty: 5129.872070
	Iteration 43Q: 3 clusters Score -3843241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3843262.250000 Penalty: 5129.872070
	Iteration 44Q: 3 clusters Score -3843262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3843278.000000 Penalty: 5129.872070
	Iteration 45Q: 3 clusters Score -3843278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3843293.750000 Penalty: 5129.872070
	Iteration 46Q: 3 clusters Score -3843294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -3843298.250000 Penalty: 5129.872070
	Iteration 47Q: 3 clusters Score -3843298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -3843309.750000 Penalty: 5129.872070
	Iteration 48Q: 3 clusters Score -3843310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3843325.500000 Penalty: 5129.872070
	Iteration 49Q: 3 clusters Score -3843326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3843338.750000 Penalty: 5129.872070
	Iteration 50Q: 3 clusters Score -3843339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3843344.000000 Penalty: 5129.872070
	Iteration 51Q: 3 clusters Score -3843344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -3843356.500000 Penalty: 5129.872070
	Iteration 52Q: 3 clusters Score -3843356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3843363.500000 Penalty: 5129.872070
	Iteration 53Q: 3 clusters Score -3843364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3843364.000000 Penalty: 5129.872070
	Iteration 54Q: 3 clusters Score -3843364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3843370.750000 Penalty: 5129.872070
	Iteration 55Q: 3 clusters Score -3843371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3843368.500000 Penalty: 5129.872070
	Iteration 56Q: 3 clusters Score -3843368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3843375.000000 Penalty: 5129.872070
	Iteration 57Q: 3 clusters Score -3843375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3843379.000000 Penalty: 5129.872070
	Iteration 58Q: 3 clusters Score -3843379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3843384.250000 Penalty: 5129.872070
	Iteration 59Q: 3 clusters Score -3843384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3843388.750000 Penalty: 5129.872070
	Iteration 60F: 3 clusters Score -3843389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3843389.250000 Penalty: 5129.872070
	Iteration 61Q: 3 clusters Score -3843389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3843399.250000 Penalty: 5129.872070
	Iteration 62Q: 3 clusters Score -3843399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3843404.500000 Penalty: 5129.872070
	Iteration 63Q: 3 clusters Score -3843404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3843407.500000 Penalty: 5129.872070
	Iteration 64Q: 3 clusters Score -3843408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -3843407.750000 Penalty: 5129.872070
	Iteration 65Q: 3 clusters Score -3843408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3843419.250000 Penalty: 5129.872070
	Iteration 66Q: 3 clusters Score -3843419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3843429.500000 Penalty: 5129.872070
	Iteration 67Q: 3 clusters Score -3843430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3843431.750000 Penalty: 5129.872070
	Iteration 68Q: 3 clusters Score -3843432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3843434.500000 Penalty: 5129.872070
	Iteration 69Q: 3 clusters Score -3843434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3843434.750000 Penalty: 5129.872070
	Iteration 70Q: 3 clusters Score -3843435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3843436.500000 Penalty: 5129.872070
	Iteration 71Q: 3 clusters Score -3843436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -3843435.750000 Penalty: 5129.872070
	Iteration 72Q: 3 clusters Score -3843436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3843433.250000 Penalty: 5129.872070
	Iteration 73Q: 3 clusters Score -3843433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3843433.250000 Penalty: 5129.872070
	Iteration 74F: 3 clusters Score -3843433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Entering Unmasked Estep 
Score: -3967465.000000 Penalty: 2551.668945
	Iteration 0F: 2 clusters Score -3967465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3947204.000000 Penalty: 5103.337891
	Iteration 0F: 3 clusters Score -3947204 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3954555.250000 Penalty: 5103.337891
	Iteration 1F: 3 clusters Score -3954555 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3954966.250000 Penalty: 5103.337891
	Iteration 2Q: 3 clusters Score -3954966 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3955345.250000 Penalty: 5103.337891
	Iteration 3Q: 3 clusters Score -3955345 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3955723.250000 Penalty: 5103.337891
	Iteration 4Q: 3 clusters Score -3955723 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3956176.750000 Penalty: 5103.337891
	Iteration 5Q: 3 clusters Score -3956177 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3956714.500000 Penalty: 5103.337891
	Iteration 6Q: 3 clusters Score -3956714 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3957405.250000 Penalty: 5103.337891
	Iteration 7Q: 3 clusters Score -3957405 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3958337.000000 Penalty: 5103.337891
	Iteration 8Q: 3 clusters Score -3958337 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3959484.000000 Penalty: 5103.337891
	Iteration 9F: 3 clusters Score -3959484 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3960676.500000 Penalty: 5103.337891
	Iteration 10F: 3 clusters Score -3960676 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3961729.500000 Penalty: 5103.337891
	Iteration 11Q: 3 clusters Score -3961730 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3962721.250000 Penalty: 5103.337891
	Iteration 12Q: 3 clusters Score -3962721 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3963431.500000 Penalty: 5103.337891
	Iteration 13Q: 3 clusters Score -3963432 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3963864.500000 Penalty: 5103.337891
	Iteration 14Q: 3 clusters Score -3963864 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3964187.500000 Penalty: 5103.337891
	Iteration 15Q: 3 clusters Score -3964188 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3964420.750000 Penalty: 5103.337891
	Iteration 16Q: 3 clusters Score -3964421 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3964578.500000 Penalty: 5103.337891
	Iteration 17Q: 3 clusters Score -3964578 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3964699.000000 Penalty: 5103.337891
	Iteration 18Q: 3 clusters Score -3964699 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3964793.750000 Penalty: 5103.337891
	Iteration 19Q: 3 clusters Score -3964794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3964874.250000 Penalty: 5103.337891
	Iteration 20F: 3 clusters Score -3964874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3964924.250000 Penalty: 5103.337891
	Iteration 21Q: 3 clusters Score -3964924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3964993.250000 Penalty: 5103.337891
	Iteration 22Q: 3 clusters Score -3964993 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3965029.250000 Penalty: 5103.337891
	Iteration 23Q: 3 clusters Score -3965029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3965066.000000 Penalty: 5103.337891
	Iteration 24Q: 3 clusters Score -3965066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3965092.750000 Penalty: 5103.337891
	Iteration 25Q: 3 clusters Score -3965093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3965112.750000 Penalty: 5103.337891
	Iteration 26Q: 3 clusters Score -3965113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3965127.250000 Penalty: 5103.337891
	Iteration 27Q: 3 clusters Score -3965127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3965147.750000 Penalty: 5103.337891
	Iteration 28Q: 3 clusters Score -3965148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3965171.500000 Penalty: 5103.337891
	Iteration 29Q: 3 clusters Score -3965172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3965179.500000 Penalty: 5103.337891
	Iteration 30Q: 3 clusters Score -3965180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3965191.000000 Penalty: 5103.337891
	Iteration 31Q: 3 clusters Score -3965191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3965198.500000 Penalty: 5103.337891
	Iteration 32Q: 3 clusters Score -3965198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3965202.000000 Penalty: 5103.337891
	Iteration 33Q: 3 clusters Score -3965202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3965216.000000 Penalty: 5103.337891
	Iteration 34Q: 3 clusters Score -3965216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3965219.250000 Penalty: 5103.337891
	Iteration 35Q: 3 clusters Score -3965219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3965219.750000 Penalty: 5103.337891
	Iteration 36Q: 3 clusters Score -3965220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3965222.500000 Penalty: 5103.337891
	Iteration 37Q: 3 clusters Score -3965222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3965225.250000 Penalty: 5103.337891
	Iteration 38Q: 3 clusters Score -3965225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3965225.000000 Penalty: 5103.337891
	Iteration 39Q: 3 clusters Score -3965225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3965228.000000 Penalty: 5103.337891
	Iteration 40F: 3 clusters Score -3965228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3965228.250000 Penalty: 5103.337891
	Iteration 41Q: 3 clusters Score -3965228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3965227.750000 Penalty: 5103.337891
	Iteration 42Q: 3 clusters Score -3965228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3965228.000000 Penalty: 5103.337891
	Iteration 43Q: 3 clusters Score -3965228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3965229.500000 Penalty: 5103.337891
	Iteration 44Q: 3 clusters Score -3965230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3965233.000000 Penalty: 5103.337891
	Iteration 45Q: 3 clusters Score -3965233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3965235.250000 Penalty: 5103.337891
	Iteration 46Q: 3 clusters Score -3965235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3965240.250000 Penalty: 5103.337891
	Iteration 47Q: 3 clusters Score -3965240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3965242.500000 Penalty: 5103.337891
	Iteration 48Q: 3 clusters Score -3965242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3965242.750000 Penalty: 5103.337891
	Iteration 49Q: 3 clusters Score -3965243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3965247.500000 Penalty: 5103.337891
	Iteration 50Q: 3 clusters Score -3965248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3965245.000000 Penalty: 5103.337891
	Iteration 51Q: 3 clusters Score -3965245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3965248.500000 Penalty: 5103.337891
	Iteration 52Q: 3 clusters Score -3965248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3965249.750000 Penalty: 5103.337891
	Iteration 53Q: 3 clusters Score -3965250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3965251.750000 Penalty: 5103.337891
	Iteration 54Q: 3 clusters Score -3965252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3965249.500000 Penalty: 5103.337891
	Iteration 55Q: 3 clusters Score -3965250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3965254.500000 Penalty: 5103.337891
	Iteration 56Q: 3 clusters Score -3965254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3965255.250000 Penalty: 5103.337891
	Iteration 57Q: 3 clusters Score -3965255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3965257.000000 Penalty: 5103.337891
	Iteration 58Q: 3 clusters Score -3965257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3965259.750000 Penalty: 5103.337891
	Iteration 59Q: 3 clusters Score -3965260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3965263.000000 Penalty: 5103.337891
	Iteration 60F: 3 clusters Score -3965263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3965267.500000 Penalty: 5103.337891
	Iteration 61Q: 3 clusters Score -3965268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3965273.750000 Penalty: 5103.337891
	Iteration 62Q: 3 clusters Score -3965274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3965273.000000 Penalty: 5103.337891
	Iteration 63Q: 3 clusters Score -3965273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3965273.750000 Penalty: 5103.337891
	Iteration 64Q: 3 clusters Score -3965274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3965277.000000 Penalty: 5103.337891
	Iteration 65Q: 3 clusters Score -3965277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3965279.500000 Penalty: 5103.337891
	Iteration 66Q: 3 clusters Score -3965280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3965279.500000 Penalty: 5103.337891
	Iteration 67F: 3 clusters Score -3965280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (85671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Entering Unmasked Estep 
Score: -11438272.000000 Penalty: 2816.850830
	Iteration 0F: 2 clusters Score -1.143827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -11380941.000000 Penalty: 5633.701660
	Iteration 0F: 3 clusters Score -1.138094e+07 nChanged 40201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -11403901.000000 Penalty: 5633.701660
	Iteration 1F: 3 clusters Score -1.14039e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -11404683.000000 Penalty: 5633.701660
	Iteration 2Q: 3 clusters Score -1.140468e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -11405632.000000 Penalty: 5633.701660
	Iteration 3Q: 3 clusters Score -1.140563e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -11406777.000000 Penalty: 5633.701660
	Iteration 4Q: 3 clusters Score -1.140678e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -11408255.000000 Penalty: 5633.701660
	Iteration 5Q: 3 clusters Score -1.140826e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -11410338.000000 Penalty: 5633.701660
	Iteration 6F: 3 clusters Score -1.141034e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -11413344.000000 Penalty: 5633.701660
	Iteration 7F: 3 clusters Score -1.141334e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -11417974.000000 Penalty: 5633.701660
	Iteration 8F: 3 clusters Score -1.141797e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -11423548.000000 Penalty: 5633.701660
	Iteration 9F: 3 clusters Score -1.142355e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -11428814.000000 Penalty: 5633.701660
	Iteration 10F: 3 clusters Score -1.142881e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -11432349.000000 Penalty: 5633.701660
	Iteration 11Q: 3 clusters Score -1.143235e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -11434343.000000 Penalty: 5633.701660
	Iteration 12Q: 3 clusters Score -1.143434e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -11435447.000000 Penalty: 5633.701660
	Iteration 13Q: 3 clusters Score -1.143545e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -11436074.000000 Penalty: 5633.701660
	Iteration 14Q: 3 clusters Score -1.143607e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -11436490.000000 Penalty: 5633.701660
	Iteration 15Q: 3 clusters Score -1.143649e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -11436720.000000 Penalty: 5633.701660
	Iteration 16Q: 3 clusters Score -1.143672e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -11436904.000000 Penalty: 5633.701660
	Iteration 17Q: 3 clusters Score -1.14369e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -11437068.000000 Penalty: 5633.701660
	Iteration 18Q: 3 clusters Score -1.143707e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -11437174.000000 Penalty: 5633.701660
	Iteration 19Q: 3 clusters Score -1.143717e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -11437241.000000 Penalty: 5633.701660
	Iteration 20F: 3 clusters Score -1.143724e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -11437320.000000 Penalty: 5633.701660
	Iteration 21Q: 3 clusters Score -1.143732e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -11437381.000000 Penalty: 5633.701660
	Iteration 22Q: 3 clusters Score -1.143738e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -11437426.000000 Penalty: 5633.701660
	Iteration 23Q: 3 clusters Score -1.143743e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -11437446.000000 Penalty: 5633.701660
	Iteration 24Q: 3 clusters Score -1.143745e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -11437460.000000 Penalty: 5633.701660
	Iteration 25Q: 3 clusters Score -1.143746e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -11437494.000000 Penalty: 5633.701660
	Iteration 26Q: 3 clusters Score -1.143749e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -11437499.000000 Penalty: 5633.701660
	Iteration 27Q: 3 clusters Score -1.14375e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -11437504.000000 Penalty: 5633.701660
	Iteration 28Q: 3 clusters Score -1.14375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -11437515.000000 Penalty: 5633.701660
	Iteration 29Q: 3 clusters Score -1.143752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -11437522.000000 Penalty: 5633.701660
	Iteration 30Q: 3 clusters Score -1.143752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -11437530.000000 Penalty: 5633.701660
	Iteration 31Q: 3 clusters Score -1.143753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -11437530.000000 Penalty: 5633.701660
	Iteration 32Q: 3 clusters Score -1.143753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -11437520.000000 Penalty: 5633.701660
	Iteration 33Q: 3 clusters Score -1.143752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -11437538.000000 Penalty: 5633.701660
	Iteration 34Q: 3 clusters Score -1.143754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -11437536.000000 Penalty: 5633.701660
	Iteration 35Q: 3 clusters Score -1.143754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -11437559.000000 Penalty: 5633.701660
	Iteration 36Q: 3 clusters Score -1.143756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -11437561.000000 Penalty: 5633.701660
	Iteration 37Q: 3 clusters Score -1.143756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 84164 members 
Entering Unmasked Estep 
Score: -11437550.000000 Penalty: 5633.701660
	Iteration 38Q: 3 clusters Score -1.143755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -11437542.000000 Penalty: 5633.701660
	Iteration 39Q: 3 clusters Score -1.143754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -11437556.000000 Penalty: 5633.701660
	Iteration 40F: 3 clusters Score -1.143756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -11437573.000000 Penalty: 5633.701660
	Iteration 41Q: 3 clusters Score -1.143757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -11437559.000000 Penalty: 5633.701660
	Iteration 42Q: 3 clusters Score -1.143756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -11437564.000000 Penalty: 5633.701660
	Iteration 43Q: 3 clusters Score -1.143756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -11437564.000000 Penalty: 5633.701660
	Iteration 44Q: 3 clusters Score -1.143756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -11437565.000000 Penalty: 5633.701660
	Iteration 45Q: 3 clusters Score -1.143756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -11437574.000000 Penalty: 5633.701660
	Iteration 46Q: 3 clusters Score -1.143757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -11437574.000000 Penalty: 5633.701660
	Iteration 47F: 3 clusters Score -1.143757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (187312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187312 members 
Entering Unmasked Estep 
Score: -24817752.000000 Penalty: 3010.851562
	Iteration 0F: 2 clusters Score -2.481775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -24708696.000000 Penalty: 6021.703125
	Iteration 0F: 3 clusters Score -2.47087e+07 nChanged 90075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -24760218.000000 Penalty: 6021.703125
	Iteration 1F: 3 clusters Score -2.476022e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -24761332.000000 Penalty: 6021.703125
	Iteration 2Q: 3 clusters Score -2.476133e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -24763352.000000 Penalty: 6021.703125
	Iteration 3Q: 3 clusters Score -2.476335e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115357 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -24766766.000000 Penalty: 6021.703125
	Iteration 4Q: 3 clusters Score -2.476677e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -24773020.000000 Penalty: 6021.703125
	Iteration 5F: 3 clusters Score -2.477302e+07 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -24783114.000000 Penalty: 6021.703125
	Iteration 6F: 3 clusters Score -2.478311e+07 nChanged 16632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158130 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -24797012.000000 Penalty: 6021.703125
	Iteration 7F: 3 clusters Score -2.479701e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172452 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -24807330.000000 Penalty: 6021.703125
	Iteration 8F: 3 clusters Score -2.480733e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -24812232.000000 Penalty: 6021.703125
	Iteration 9Q: 3 clusters Score -2.481223e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185010 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -24814084.000000 Penalty: 6021.703125
	Iteration 10Q: 3 clusters Score -2.481408e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186347 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -24814736.000000 Penalty: 6021.703125
	Iteration 11Q: 3 clusters Score -2.481474e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186765 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -24814938.000000 Penalty: 6021.703125
	Iteration 12Q: 3 clusters Score -2.481494e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186891 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -24815028.000000 Penalty: 6021.703125
	Iteration 13Q: 3 clusters Score -2.481503e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186950 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -24815086.000000 Penalty: 6021.703125
	Iteration 14Q: 3 clusters Score -2.481509e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186975 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24815098.000000 Penalty: 6021.703125
	Iteration 15Q: 3 clusters Score -2.48151e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186984 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24815134.000000 Penalty: 6021.703125
	Iteration 16Q: 3 clusters Score -2.481513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186992 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24815138.000000 Penalty: 6021.703125
	Iteration 17Q: 3 clusters Score -2.481514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187003 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24815158.000000 Penalty: 6021.703125
	Iteration 18Q: 3 clusters Score -2.481516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187008 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24815178.000000 Penalty: 6021.703125
	Iteration 19Q: 3 clusters Score -2.481518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187011 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24815184.000000 Penalty: 6021.703125
	Iteration 20F: 3 clusters Score -2.481518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187017 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24815180.000000 Penalty: 6021.703125
	Iteration 21Q: 3 clusters Score -2.481518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187019 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24815194.000000 Penalty: 6021.703125
	Iteration 22Q: 3 clusters Score -2.481519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187023 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24815204.000000 Penalty: 6021.703125
	Iteration 23Q: 3 clusters Score -2.48152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187026 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24815214.000000 Penalty: 6021.703125
	Iteration 24Q: 3 clusters Score -2.481521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187028 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24815204.000000 Penalty: 6021.703125
	Iteration 25Q: 3 clusters Score -2.48152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187029 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24815210.000000 Penalty: 6021.703125
	Iteration 26Q: 3 clusters Score -2.481521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187029 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24815210.000000 Penalty: 6021.703125
	Iteration 27F: 3 clusters Score -2.481521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (185367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185367 members 
Entering Unmasked Estep 
Score: -24600106.000000 Penalty: 3008.262939
	Iteration 0F: 2 clusters Score -2.460011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -24480030.000000 Penalty: 6016.525879
	Iteration 0F: 3 clusters Score -2.448003e+07 nChanged 89051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 92737 members 
Entering Unmasked Estep 
Score: -24531736.000000 Penalty: 6016.525879
	Iteration 1F: 3 clusters Score -2.453174e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 92669 members 
Entering Unmasked Estep 
Score: -24533342.000000 Penalty: 6016.525879
	Iteration 2Q: 3 clusters Score -2.453334e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -24535570.000000 Penalty: 6016.525879
	Iteration 3Q: 3 clusters Score -2.453557e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -24538882.000000 Penalty: 6016.525879
	Iteration 4Q: 3 clusters Score -2.453888e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -24543994.000000 Penalty: 6016.525879
	Iteration 5F: 3 clusters Score -2.454399e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 87280 members 
Entering Unmasked Estep 
Score: -24551160.000000 Penalty: 6016.525879
	Iteration 6F: 3 clusters Score -2.455116e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -24559804.000000 Penalty: 6016.525879
	Iteration 7F: 3 clusters Score -2.45598e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -24569044.000000 Penalty: 6016.525879
	Iteration 8F: 3 clusters Score -2.456904e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -24577166.000000 Penalty: 6016.525879
	Iteration 9F: 3 clusters Score -2.457717e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118568 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -24582598.000000 Penalty: 6016.525879
	Iteration 10F: 3 clusters Score -2.45826e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123378 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -24585766.000000 Penalty: 6016.525879
	Iteration 11Q: 3 clusters Score -2.458577e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -24587822.000000 Penalty: 6016.525879
	Iteration 12Q: 3 clusters Score -2.458782e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132093 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -24589502.000000 Penalty: 6016.525879
	Iteration 13Q: 3 clusters Score -2.45895e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136152 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -24591312.000000 Penalty: 6016.525879
	Iteration 14Q: 3 clusters Score -2.459131e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140211 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -24592974.000000 Penalty: 6016.525879
	Iteration 15Q: 3 clusters Score -2.459297e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144052 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -24594456.000000 Penalty: 6016.525879
	Iteration 16Q: 3 clusters Score -2.459446e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -24595986.000000 Penalty: 6016.525879
	Iteration 17Q: 3 clusters Score -2.459599e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151119 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -24597178.000000 Penalty: 6016.525879
	Iteration 18Q: 3 clusters Score -2.459718e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -24598518.000000 Penalty: 6016.525879
	Iteration 19Q: 3 clusters Score -2.459852e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -24599526.000000 Penalty: 6016.525879
	Iteration 20F: 3 clusters Score -2.459953e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160195 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -24600472.000000 Penalty: 6016.525879
	Iteration 21Q: 3 clusters Score -2.460047e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162519 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -24601150.000000 Penalty: 6016.525879
	Iteration 22Q: 3 clusters Score -2.460115e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164632 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -24601672.000000 Penalty: 6016.525879
	Iteration 23Q: 3 clusters Score -2.460167e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166488 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -24602022.000000 Penalty: 6016.525879
	Iteration 24Q: 3 clusters Score -2.460202e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168168 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -24602308.000000 Penalty: 6016.525879
	Iteration 25Q: 3 clusters Score -2.460231e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169736 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -24602748.000000 Penalty: 6016.525879
	Iteration 26Q: 3 clusters Score -2.460275e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171116 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -24602946.000000 Penalty: 6016.525879
	Iteration 27Q: 3 clusters Score -2.460295e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172336 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -24603134.000000 Penalty: 6016.525879
	Iteration 28Q: 3 clusters Score -2.460313e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173409 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -24603296.000000 Penalty: 6016.525879
	Iteration 29Q: 3 clusters Score -2.46033e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174343 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -24603300.000000 Penalty: 6016.525879
	Iteration 30Q: 3 clusters Score -2.46033e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175118 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -24603304.000000 Penalty: 6016.525879
	Iteration 31Q: 3 clusters Score -2.46033e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175752 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -24603246.000000 Penalty: 6016.525879
	Iteration 32Q: 3 clusters Score -2.460325e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176321 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -24603274.000000 Penalty: 6016.525879
	Iteration 33Q: 3 clusters Score -2.460327e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176787 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -24603268.000000 Penalty: 6016.525879
	Iteration 34Q: 3 clusters Score -2.460327e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177171 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -24603298.000000 Penalty: 6016.525879
	Iteration 35Q: 3 clusters Score -2.46033e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177490 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -24603328.000000 Penalty: 6016.525879
	Iteration 36Q: 3 clusters Score -2.460333e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177778 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -24603278.000000 Penalty: 6016.525879
	Iteration 37Q: 3 clusters Score -2.460328e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178025 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -24603330.000000 Penalty: 6016.525879
	Iteration 38Q: 3 clusters Score -2.460333e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178243 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -24603310.000000 Penalty: 6016.525879
	Iteration 39Q: 3 clusters Score -2.460331e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178449 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -24603222.000000 Penalty: 6016.525879
	Iteration 40F: 3 clusters Score -2.460322e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178631 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -24603218.000000 Penalty: 6016.525879
	Iteration 41Q: 3 clusters Score -2.460322e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178777 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -24603192.000000 Penalty: 6016.525879
	Iteration 42Q: 3 clusters Score -2.460319e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178928 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -24603198.000000 Penalty: 6016.525879
	Iteration 43Q: 3 clusters Score -2.46032e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179070 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -24603182.000000 Penalty: 6016.525879
	Iteration 44Q: 3 clusters Score -2.460318e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179198 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -24603170.000000 Penalty: 6016.525879
	Iteration 45Q: 3 clusters Score -2.460317e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179313 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -24603158.000000 Penalty: 6016.525879
	Iteration 46Q: 3 clusters Score -2.460316e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -24603176.000000 Penalty: 6016.525879
	Iteration 47Q: 3 clusters Score -2.460318e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179515 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -24603156.000000 Penalty: 6016.525879
	Iteration 48Q: 3 clusters Score -2.460316e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179609 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -24603156.000000 Penalty: 6016.525879
	Iteration 49Q: 3 clusters Score -2.460316e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -24603164.000000 Penalty: 6016.525879
	Iteration 50Q: 3 clusters Score -2.460316e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179754 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -24603168.000000 Penalty: 6016.525879
	Iteration 51Q: 3 clusters Score -2.460317e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179819 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -24603128.000000 Penalty: 6016.525879
	Iteration 52Q: 3 clusters Score -2.460313e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179903 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -24603116.000000 Penalty: 6016.525879
	Iteration 53Q: 3 clusters Score -2.460312e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179986 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -24603152.000000 Penalty: 6016.525879
	Iteration 54Q: 3 clusters Score -2.460315e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180077 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -24603166.000000 Penalty: 6016.525879
	Iteration 55Q: 3 clusters Score -2.460317e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180176 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -24603168.000000 Penalty: 6016.525879
	Iteration 56Q: 3 clusters Score -2.460317e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180256 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -24603220.000000 Penalty: 6016.525879
	Iteration 57Q: 3 clusters Score -2.460322e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180334 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -24603208.000000 Penalty: 6016.525879
	Iteration 58Q: 3 clusters Score -2.460321e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180419 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -24603170.000000 Penalty: 6016.525879
	Iteration 59Q: 3 clusters Score -2.460317e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180533 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -24603226.000000 Penalty: 6016.525879
	Iteration 60F: 3 clusters Score -2.460323e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180637 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -24603332.000000 Penalty: 6016.525879
	Iteration 61Q: 3 clusters Score -2.460333e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180739 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -24603456.000000 Penalty: 6016.525879
	Iteration 62Q: 3 clusters Score -2.460346e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180823 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -24603590.000000 Penalty: 6016.525879
	Iteration 63Q: 3 clusters Score -2.460359e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180863 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -24603744.000000 Penalty: 6016.525879
	Iteration 64Q: 3 clusters Score -2.460374e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180872 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -24603862.000000 Penalty: 6016.525879
	Iteration 65Q: 3 clusters Score -2.460386e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180788 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -24604002.000000 Penalty: 6016.525879
	Iteration 66Q: 3 clusters Score -2.4604e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180681 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -24604086.000000 Penalty: 6016.525879
	Iteration 67Q: 3 clusters Score -2.460409e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180534 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -24604138.000000 Penalty: 6016.525879
	Iteration 68Q: 3 clusters Score -2.460414e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180395 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -24604284.000000 Penalty: 6016.525879
	Iteration 69Q: 3 clusters Score -2.460428e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180255 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -24604316.000000 Penalty: 6016.525879
	Iteration 70Q: 3 clusters Score -2.460432e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180129 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -24604372.000000 Penalty: 6016.525879
	Iteration 71Q: 3 clusters Score -2.460437e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180034 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -24604412.000000 Penalty: 6016.525879
	Iteration 72Q: 3 clusters Score -2.460441e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179942 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -24604430.000000 Penalty: 6016.525879
	Iteration 73Q: 3 clusters Score -2.460443e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179857 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -24604430.000000 Penalty: 6016.525879
	Iteration 74Q: 3 clusters Score -2.460443e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -24604450.000000 Penalty: 6016.525879
	Iteration 75Q: 3 clusters Score -2.460445e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179708 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -24604474.000000 Penalty: 6016.525879
	Iteration 76Q: 3 clusters Score -2.460447e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179651 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -24604504.000000 Penalty: 6016.525879
	Iteration 77Q: 3 clusters Score -2.46045e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179601 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -24604454.000000 Penalty: 6016.525879
	Iteration 78Q: 3 clusters Score -2.460445e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179554 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -24604500.000000 Penalty: 6016.525879
	Iteration 79Q: 3 clusters Score -2.46045e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179496 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -24604516.000000 Penalty: 6016.525879
	Iteration 80F: 3 clusters Score -2.460452e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179455 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -24604510.000000 Penalty: 6016.525879
	Iteration 81Q: 3 clusters Score -2.460451e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179417 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -24604532.000000 Penalty: 6016.525879
	Iteration 82Q: 3 clusters Score -2.460453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179380 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -24604506.000000 Penalty: 6016.525879
	Iteration 83Q: 3 clusters Score -2.460451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179356 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -24604506.000000 Penalty: 6016.525879
	Iteration 84Q: 3 clusters Score -2.460451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179332 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -24604522.000000 Penalty: 6016.525879
	Iteration 85Q: 3 clusters Score -2.460452e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179299 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -24604496.000000 Penalty: 6016.525879
	Iteration 86Q: 3 clusters Score -2.46045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179272 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -24604492.000000 Penalty: 6016.525879
	Iteration 87Q: 3 clusters Score -2.460449e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179241 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -24604520.000000 Penalty: 6016.525879
	Iteration 88Q: 3 clusters Score -2.460452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179214 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -24604536.000000 Penalty: 6016.525879
	Iteration 89Q: 3 clusters Score -2.460454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179186 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -24604546.000000 Penalty: 6016.525879
	Iteration 90Q: 3 clusters Score -2.460455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179155 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -24604560.000000 Penalty: 6016.525879
	Iteration 91Q: 3 clusters Score -2.460456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179128 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -24604566.000000 Penalty: 6016.525879
	Iteration 92Q: 3 clusters Score -2.460457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179117 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -24604566.000000 Penalty: 6016.525879
	Iteration 93Q: 3 clusters Score -2.460457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179104 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -24604586.000000 Penalty: 6016.525879
	Iteration 94Q: 3 clusters Score -2.460459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -24604584.000000 Penalty: 6016.525879
	Iteration 95Q: 3 clusters Score -2.460458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179078 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -24604586.000000 Penalty: 6016.525879
	Iteration 96Q: 3 clusters Score -2.460459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179068 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -24604582.000000 Penalty: 6016.525879
	Iteration 97Q: 3 clusters Score -2.460458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179063 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -24604570.000000 Penalty: 6016.525879
	Iteration 98Q: 3 clusters Score -2.460457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179057 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -24604570.000000 Penalty: 6016.525879
	Iteration 99Q: 3 clusters Score -2.460457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179050 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -24604558.000000 Penalty: 6016.525879
	Iteration 100F: 3 clusters Score -2.460456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179039 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -24604546.000000 Penalty: 6016.525879
	Iteration 101Q: 3 clusters Score -2.460455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179027 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -24604564.000000 Penalty: 6016.525879
	Iteration 102Q: 3 clusters Score -2.460456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179018 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -24604552.000000 Penalty: 6016.525879
	Iteration 103Q: 3 clusters Score -2.460455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -24604566.000000 Penalty: 6016.525879
	Iteration 104Q: 3 clusters Score -2.460457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -24604570.000000 Penalty: 6016.525879
	Iteration 105Q: 3 clusters Score -2.460457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178999 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -24604570.000000 Penalty: 6016.525879
	Iteration 106Q: 3 clusters Score -2.460457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178995 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -24604564.000000 Penalty: 6016.525879
	Iteration 107Q: 3 clusters Score -2.460456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178991 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -24604556.000000 Penalty: 6016.525879
	Iteration 108Q: 3 clusters Score -2.460456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178984 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -24604552.000000 Penalty: 6016.525879
	Iteration 109Q: 3 clusters Score -2.460455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178975 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -24604574.000000 Penalty: 6016.525879
	Iteration 110Q: 3 clusters Score -2.460457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178967 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -24604562.000000 Penalty: 6016.525879
	Iteration 111Q: 3 clusters Score -2.460456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178964 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -24604574.000000 Penalty: 6016.525879
	Iteration 112Q: 3 clusters Score -2.460457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178961 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -24604576.000000 Penalty: 6016.525879
	Iteration 113Q: 3 clusters Score -2.460458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178960 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -24604552.000000 Penalty: 6016.525879
	Iteration 114Q: 3 clusters Score -2.460455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178958 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -24604558.000000 Penalty: 6016.525879
	Iteration 115Q: 3 clusters Score -2.460456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178956 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -24604554.000000 Penalty: 6016.525879
	Iteration 116Q: 3 clusters Score -2.460455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178955 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -24604550.000000 Penalty: 6016.525879
	Iteration 117Q: 3 clusters Score -2.460455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178955 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -24604550.000000 Penalty: 6016.525879
	Iteration 118F: 3 clusters Score -2.460455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 27072 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 12285 members 
Mstep: Class 8 contains 31023 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 85671 members 
Mstep: Class 11 contains 187312 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 178955 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 42964 members 
Mstep: Class 16 contains 48411 members 
Mstep: Class 17 contains 18169 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 227251 members 
Mstep: Class 22 contains 6412 members 
Entering Unmasked Estep 
Score: -133172968.000000 Penalty: 75527.054688
Splitting cluster 13 changes total score from -133138632.000000 to -133172968.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (42964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Entering Unmasked Estep 
Score: -5541953.000000 Penalty: 2645.693115
	Iteration 0F: 2 clusters Score -5541953 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 21438 members 
Entering Unmasked Estep 
Score: -5513122.500000 Penalty: 5291.386230
	Iteration 0F: 3 clusters Score -5513122 nChanged 19692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -5523862.000000 Penalty: 5291.386230
	Iteration 1F: 3 clusters Score -5523862 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -5525019.500000 Penalty: 5291.386230
	Iteration 2Q: 3 clusters Score -5525020 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5526956.000000 Penalty: 5291.386230
	Iteration 3F: 3 clusters Score -5526956 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -5529646.500000 Penalty: 5291.386230
	Iteration 4F: 3 clusters Score -5529646 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -5532618.500000 Penalty: 5291.386230
	Iteration 5F: 3 clusters Score -5532618 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -5535390.500000 Penalty: 5291.386230
	Iteration 6F: 3 clusters Score -5535390 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -5537590.500000 Penalty: 5291.386230
	Iteration 7F: 3 clusters Score -5537590 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5539154.000000 Penalty: 5291.386230
	Iteration 8F: 3 clusters Score -5539154 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5540293.000000 Penalty: 5291.386230
	Iteration 9Q: 3 clusters Score -5540293 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -5541354.500000 Penalty: 5291.386230
	Iteration 10Q: 3 clusters Score -5541354 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -5542480.500000 Penalty: 5291.386230
	Iteration 11Q: 3 clusters Score -5542480 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -5543417.000000 Penalty: 5291.386230
	Iteration 12Q: 3 clusters Score -5543417 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5543842.500000 Penalty: 5291.386230
	Iteration 13Q: 3 clusters Score -5543842 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -5543981.500000 Penalty: 5291.386230
	Iteration 14Q: 3 clusters Score -5543982 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5544065.500000 Penalty: 5291.386230
	Iteration 15Q: 3 clusters Score -5544066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5544124.500000 Penalty: 5291.386230
	Iteration 16Q: 3 clusters Score -5544124 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -5544132.000000 Penalty: 5291.386230
	Iteration 17Q: 3 clusters Score -5544132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5544164.500000 Penalty: 5291.386230
	Iteration 18Q: 3 clusters Score -5544164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5544182.500000 Penalty: 5291.386230
	Iteration 19Q: 3 clusters Score -5544182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5544176.000000 Penalty: 5291.386230
	Iteration 20F: 3 clusters Score -5544176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5544186.000000 Penalty: 5291.386230
	Iteration 21Q: 3 clusters Score -5544186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5544189.000000 Penalty: 5291.386230
	Iteration 22Q: 3 clusters Score -5544189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5544198.500000 Penalty: 5291.386230
	Iteration 23Q: 3 clusters Score -5544198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -5544202.500000 Penalty: 5291.386230
	Iteration 24Q: 3 clusters Score -5544202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5544197.500000 Penalty: 5291.386230
	Iteration 25Q: 3 clusters Score -5544198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5544193.500000 Penalty: 5291.386230
	Iteration 26Q: 3 clusters Score -5544194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5544192.000000 Penalty: 5291.386230
	Iteration 27Q: 3 clusters Score -5544192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -5544199.500000 Penalty: 5291.386230
	Iteration 28Q: 3 clusters Score -5544200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -5544196.000000 Penalty: 5291.386230
	Iteration 29Q: 3 clusters Score -5544196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -5544200.500000 Penalty: 5291.386230
	Iteration 30Q: 3 clusters Score -5544200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -5544200.500000 Penalty: 5291.386230
	Iteration 31F: 3 clusters Score -5544200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 27072 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 12285 members 
Mstep: Class 8 contains 31023 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 85671 members 
Mstep: Class 11 contains 187312 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 178955 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 48411 members 
Mstep: Class 17 contains 18169 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 227251 members 
Mstep: Class 22 contains 6412 members 
Mstep: Class 23 contains 40461 members 
Entering Unmasked Estep 
Score: -133174208.000000 Penalty: 78960.101562
Splitting cluster 15 changes total score from -133138632.000000 to -133174208.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (48411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Entering Unmasked Estep 
Score: -6406895.500000 Penalty: 2675.295654
	Iteration 0F: 2 clusters Score -6406896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -6374367.500000 Penalty: 5350.591309
	Iteration 0F: 3 clusters Score -6374368 nChanged 22196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -6386489.500000 Penalty: 5350.591309
	Iteration 1F: 3 clusters Score -6386490 nChanged 1835
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	Iteration 22Q: 3 clusters Score -6401376 nChanged 80
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	Iteration 25Q: 3 clusters Score -6401370 nChanged 44
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Entering Unmasked Estep 
Score: -6404607.500000 Penalty: 5350.591309
	Iteration 94Q: 3 clusters Score -6404608 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -6404641.500000 Penalty: 5350.591309
	Iteration 95Q: 3 clusters Score -6404642 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -6404633.000000 Penalty: 5350.591309
	Iteration 96Q: 3 clusters Score -6404633 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -6404664.500000 Penalty: 5350.591309
	Iteration 97Q: 3 clusters Score -6404664 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -6404691.500000 Penalty: 5350.591309
	Iteration 98Q: 3 clusters Score -6404692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -6404728.500000 Penalty: 5350.591309
	Iteration 99Q: 3 clusters Score -6404728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -6404765.000000 Penalty: 5350.591309
	Iteration 100F: 3 clusters Score -6404765 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -6404781.500000 Penalty: 5350.591309
	Iteration 101Q: 3 clusters Score -6404782 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -6404795.000000 Penalty: 5350.591309
	Iteration 102Q: 3 clusters Score -6404795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -6404802.500000 Penalty: 5350.591309
	Iteration 103Q: 3 clusters Score -6404802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -6404815.500000 Penalty: 5350.591309
	Iteration 104Q: 3 clusters Score -6404816 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -6404822.500000 Penalty: 5350.591309
	Iteration 105Q: 3 clusters Score -6404822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -6404817.500000 Penalty: 5350.591309
	Iteration 106Q: 3 clusters Score -6404818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -6404834.500000 Penalty: 5350.591309
	Iteration 107Q: 3 clusters Score -6404834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -6404842.500000 Penalty: 5350.591309
	Iteration 108Q: 3 clusters Score -6404842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -6404856.500000 Penalty: 5350.591309
	Iteration 109Q: 3 clusters Score -6404856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -6404852.500000 Penalty: 5350.591309
	Iteration 110Q: 3 clusters Score -6404852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -6404851.500000 Penalty: 5350.591309
	Iteration 111Q: 3 clusters Score -6404852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -6404853.500000 Penalty: 5350.591309
	Iteration 112Q: 3 clusters Score -6404854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -6404879.500000 Penalty: 5350.591309
	Iteration 113Q: 3 clusters Score -6404880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -6404879.500000 Penalty: 5350.591309
	Iteration 114Q: 3 clusters Score -6404880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -6404880.500000 Penalty: 5350.591309
	Iteration 115Q: 3 clusters Score -6404880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -6404872.000000 Penalty: 5350.591309
	Iteration 116Q: 3 clusters Score -6404872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -6404883.500000 Penalty: 5350.591309
	Iteration 117Q: 3 clusters Score -6404884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -6404876.500000 Penalty: 5350.591309
	Iteration 118Q: 3 clusters Score -6404876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -6404881.500000 Penalty: 5350.591309
	Iteration 119Q: 3 clusters Score -6404882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -6404881.500000 Penalty: 5350.591309
	Iteration 120F: 3 clusters Score -6404882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -6404865.000000 Penalty: 5350.591309
	Iteration 121Q: 3 clusters Score -6404865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -6404877.000000 Penalty: 5350.591309
	Iteration 122Q: 3 clusters Score -6404877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -6404879.000000 Penalty: 5350.591309
	Iteration 123Q: 3 clusters Score -6404879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -6404886.000000 Penalty: 5350.591309
	Iteration 124Q: 3 clusters Score -6404886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -6404883.000000 Penalty: 5350.591309
	Iteration 125Q: 3 clusters Score -6404883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -6404871.500000 Penalty: 5350.591309
	Iteration 126Q: 3 clusters Score -6404872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -6404873.000000 Penalty: 5350.591309
	Iteration 127Q: 3 clusters Score -6404873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -6404874.000000 Penalty: 5350.591309
	Iteration 128Q: 3 clusters Score -6404874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -6404874.000000 Penalty: 5350.591309
	Iteration 129F: 3 clusters Score -6404874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Entering Unmasked Estep 
Score: -2209253.500000 Penalty: 2432.253174
	Iteration 0F: 2 clusters Score -2209254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2196452.750000 Penalty: 4864.506348
	Iteration 0F: 3 clusters Score -2196453 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2200792.250000 Penalty: 4864.506348
	Iteration 1F: 3 clusters Score -2200792 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2201264.250000 Penalty: 4864.506348
	Iteration 2F: 3 clusters Score -2201264 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2201656.750000 Penalty: 4864.506348
	Iteration 3F: 3 clusters Score -2201657 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2202014.500000 Penalty: 4864.506348
	Iteration 4Q: 3 clusters Score -2202014 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2202374.250000 Penalty: 4864.506348
	Iteration 5Q: 3 clusters Score -2202374 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2202769.750000 Penalty: 4864.506348
	Iteration 6Q: 3 clusters Score -2202770 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2203298.500000 Penalty: 4864.506348
	Iteration 7Q: 3 clusters Score -2203298 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2204002.750000 Penalty: 4864.506348
	Iteration 8F: 3 clusters Score -2204003 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2204920.000000 Penalty: 4864.506348
	Iteration 9F: 3 clusters Score -2204920 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2205760.750000 Penalty: 4864.506348
	Iteration 10F: 3 clusters Score -2205761 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2206356.500000 Penalty: 4864.506348
	Iteration 11Q: 3 clusters Score -2206356 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2206770.750000 Penalty: 4864.506348
	Iteration 12Q: 3 clusters Score -2206771 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2207165.500000 Penalty: 4864.506348
	Iteration 13Q: 3 clusters Score -2207166 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2207687.000000 Penalty: 4864.506348
	Iteration 14Q: 3 clusters Score -2207687 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2208595.000000 Penalty: 4864.506348
	Iteration 15Q: 3 clusters Score -2208595 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2210205.500000 Penalty: 4864.506348
	Iteration 16F: 3 clusters Score -2210206 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2211744.250000 Penalty: 4864.506348
	Iteration 17F: 3 clusters Score -2211744 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2212407.500000 Penalty: 4864.506348
	Iteration 18Q: 3 clusters Score -2212408 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2212602.750000 Penalty: 4864.506348
	Iteration 19Q: 3 clusters Score -2212603 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2212683.750000 Penalty: 4864.506348
	Iteration 20F: 3 clusters Score -2212684 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2212720.500000 Penalty: 4864.506348
	Iteration 21Q: 3 clusters Score -2212720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2212736.000000 Penalty: 4864.506348
	Iteration 22Q: 3 clusters Score -2212736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2212744.000000 Penalty: 4864.506348
	Iteration 23Q: 3 clusters Score -2212744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2212746.000000 Penalty: 4864.506348
	Iteration 24Q: 3 clusters Score -2212746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2212748.250000 Penalty: 4864.506348
	Iteration 25Q: 3 clusters Score -2212748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2212746.500000 Penalty: 4864.506348
	Iteration 26Q: 3 clusters Score -2212746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2212743.250000 Penalty: 4864.506348
	Iteration 27Q: 3 clusters Score -2212743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2212747.500000 Penalty: 4864.506348
	Iteration 28Q: 3 clusters Score -2212748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2212746.750000 Penalty: 4864.506348
	Iteration 29Q: 3 clusters Score -2212747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2212745.750000 Penalty: 4864.506348
	Iteration 30Q: 3 clusters Score -2212746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2212745.250000 Penalty: 4864.506348
	Iteration 31Q: 3 clusters Score -2212745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2212746.750000 Penalty: 4864.506348
	Iteration 32Q: 3 clusters Score -2212747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2212748.000000 Penalty: 4864.506348
	Iteration 33Q: 3 clusters Score -2212748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2212748.000000 Penalty: 4864.506348
	Iteration 34F: 3 clusters Score -2212748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 27072 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 12285 members 
Mstep: Class 8 contains 31023 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 85671 members 
Mstep: Class 11 contains 187312 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 178955 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 48411 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 227251 members 
Mstep: Class 22 contains 6412 members 
Mstep: Class 23 contains 40461 members 
Mstep: Class 24 contains 16100 members 
Entering Unmasked Estep 
Score: -133177056.000000 Penalty: 82393.148438
Splitting cluster 17 changes total score from -133138632.000000 to -133177056.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (5181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Entering Unmasked Estep 
Score: -648613.375000 Penalty: 2121.082764
	Iteration 0F: 2 clusters Score -648613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -644112.875000 Penalty: 4242.165527
	Iteration 0F: 3 clusters Score -644112.9 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -645960.125000 Penalty: 4242.165527
	Iteration 1F: 3 clusters Score -645960.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -646779.437500 Penalty: 4242.165527
	Iteration 2F: 3 clusters Score -646779.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -647484.062500 Penalty: 4242.165527
	Iteration 3F: 3 clusters Score -647484.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -648093.875000 Penalty: 4242.165527
	Iteration 4F: 3 clusters Score -648093.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -648573.937500 Penalty: 4242.165527
	Iteration 5F: 3 clusters Score -648573.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -649001.812500 Penalty: 4242.165527
	Iteration 6F: 3 clusters Score -649001.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -649429.875000 Penalty: 4242.165527
	Iteration 7Q: 3 clusters Score -649429.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -649649.250000 Penalty: 4242.165527
	Iteration 8Q: 3 clusters Score -649649.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -649707.937500 Penalty: 4242.165527
	Iteration 9Q: 3 clusters Score -649707.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -649729.250000 Penalty: 4242.165527
	Iteration 10Q: 3 clusters Score -649729.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -649744.625000 Penalty: 4242.165527
	Iteration 11Q: 3 clusters Score -649744.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -649753.375000 Penalty: 4242.165527
	Iteration 12Q: 3 clusters Score -649753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -649756.750000 Penalty: 4242.165527
	Iteration 13Q: 3 clusters Score -649756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -649758.687500 Penalty: 4242.165527
	Iteration 14Q: 3 clusters Score -649758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -649759.937500 Penalty: 4242.165527
	Iteration 15Q: 3 clusters Score -649759.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -649763.625000 Penalty: 4242.165527
	Iteration 16Q: 3 clusters Score -649763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -649763.062500 Penalty: 4242.165527
	Iteration 17Q: 3 clusters Score -649763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -649764.687500 Penalty: 4242.165527
	Iteration 18Q: 3 clusters Score -649764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -649764.937500 Penalty: 4242.165527
	Iteration 19Q: 3 clusters Score -649764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -649764.562500 Penalty: 4242.165527
	Iteration 20F: 3 clusters Score -649764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -649765.812500 Penalty: 4242.165527
	Iteration 21Q: 3 clusters Score -649765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -649766.062500 Penalty: 4242.165527
	Iteration 22Q: 3 clusters Score -649766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -649766.062500 Penalty: 4242.165527
	Iteration 23F: 3 clusters Score -649766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 27072 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 12285 members 
Mstep: Class 8 contains 31023 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 85671 members 
Mstep: Class 11 contains 187312 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 178955 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 48411 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 2329 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 227251 members 
Mstep: Class 22 contains 6412 members 
Mstep: Class 23 contains 40461 members 
Mstep: Class 24 contains 16100 members 
Mstep: Class 25 contains 2852 members 
Entering Unmasked Estep 
Score: -133176648.000000 Penalty: 85826.195312
Splitting cluster 18 changes total score from -133138632.000000 to -133176648.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -355717.312500 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -355717.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -352646.281250 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -352646.3 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -353279.250000 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -353279.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -353435.312500 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -353435.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -353511.906250 Penalty: 3920.550293
	Iteration 3Q: 3 clusters Score -353511.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -353552.125000 Penalty: 3920.550293
	Iteration 4Q: 3 clusters Score -353552.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -353585.750000 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -353585.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -353616.500000 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -353616.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -353637.656250 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -353637.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -353656.937500 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -353656.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -353675.406250 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -353675.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -353690.437500 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -353690.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -353701.062500 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -353701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -353708.781250 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -353708.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -353717.187500 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -353717.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -353727.437500 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -353727.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -353738.156250 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -353738.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -353747.218750 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -353747.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -353761.781250 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -353761.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -353774.968750 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -353775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -353789.843750 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -353789.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -353811.531250 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -353811.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -353827.687500 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -353827.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -353840.625000 Penalty: 3920.550293
	Iteration 22Q: 3 clusters Score -353840.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -353860.437500 Penalty: 3920.550293
	Iteration 23Q: 3 clusters Score -353860.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -353881.718750 Penalty: 3920.550293
	Iteration 24Q: 3 clusters Score -353881.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -353901.000000 Penalty: 3920.550293
	Iteration 25Q: 3 clusters Score -353901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -353918.937500 Penalty: 3920.550293
	Iteration 26Q: 3 clusters Score -353918.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -353942.375000 Penalty: 3920.550293
	Iteration 27Q: 3 clusters Score -353942.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -353976.875000 Penalty: 3920.550293
	Iteration 28Q: 3 clusters Score -353976.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -354010.968750 Penalty: 3920.550293
	Iteration 29Q: 3 clusters Score -354011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -354038.843750 Penalty: 3920.550293
	Iteration 30Q: 3 clusters Score -354038.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -354063.281250 Penalty: 3920.550293
	Iteration 31Q: 3 clusters Score -354063.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -354082.562500 Penalty: 3920.550293
	Iteration 32Q: 3 clusters Score -354082.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -354100.531250 Penalty: 3920.550293
	Iteration 33Q: 3 clusters Score -354100.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -354115.937500 Penalty: 3920.550293
	Iteration 34Q: 3 clusters Score -354115.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -354127.875000 Penalty: 3920.550293
	Iteration 35Q: 3 clusters Score -354127.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -354143.250000 Penalty: 3920.550293
	Iteration 36Q: 3 clusters Score -354143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -354154.593750 Penalty: 3920.550293
	Iteration 37Q: 3 clusters Score -354154.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -354162.093750 Penalty: 3920.550293
	Iteration 38Q: 3 clusters Score -354162.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -354169.406250 Penalty: 3920.550293
	Iteration 39Q: 3 clusters Score -354169.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -354175.562500 Penalty: 3920.550293
	Iteration 40F: 3 clusters Score -354175.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -354183.250000 Penalty: 3920.550293
	Iteration 41Q: 3 clusters Score -354183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -354193.843750 Penalty: 3920.550293
	Iteration 42Q: 3 clusters Score -354193.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -354199.500000 Penalty: 3920.550293
	Iteration 43Q: 3 clusters Score -354199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -354202.593750 Penalty: 3920.550293
	Iteration 44Q: 3 clusters Score -354202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -354203.906250 Penalty: 3920.550293
	Iteration 45Q: 3 clusters Score -354203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -354207.625000 Penalty: 3920.550293
	Iteration 46Q: 3 clusters Score -354207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -354208.562500 Penalty: 3920.550293
	Iteration 47Q: 3 clusters Score -354208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -354210.343750 Penalty: 3920.550293
	Iteration 48Q: 3 clusters Score -354210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -354210.875000 Penalty: 3920.550293
	Iteration 49Q: 3 clusters Score -354210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -354211.406250 Penalty: 3920.550293
	Iteration 50Q: 3 clusters Score -354211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -354213.406250 Penalty: 3920.550293
	Iteration 51Q: 3 clusters Score -354213.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -354213.406250 Penalty: 3920.550293
	Iteration 52F: 3 clusters Score -354213.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Entering Unmasked Estep 
Score: -2598758.500000 Penalty: 2446.882324
	Iteration 0F: 2 clusters Score -2598758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2585078.500000 Penalty: 4893.764648
	Iteration 0F: 3 clusters Score -2585078 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2589830.000000 Penalty: 4893.764648
	Iteration 1F: 3 clusters Score -2589830 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2590465.250000 Penalty: 4893.764648
	Iteration 2F: 3 clusters Score -2590465 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2591151.750000 Penalty: 4893.764648
	Iteration 3F: 3 clusters Score -2591152 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2591781.750000 Penalty: 4893.764648
	Iteration 4F: 3 clusters Score -2591782 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2592391.750000 Penalty: 4893.764648
	Iteration 5F: 3 clusters Score -2592392 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2593030.750000 Penalty: 4893.764648
	Iteration 6F: 3 clusters Score -2593031 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2593719.750000 Penalty: 4893.764648
	Iteration 7F: 3 clusters Score -2593720 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2594492.750000 Penalty: 4893.764648
	Iteration 8F: 3 clusters Score -2594493 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2595261.500000 Penalty: 4893.764648
	Iteration 9Q: 3 clusters Score -2595262 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2595915.000000 Penalty: 4893.764648
	Iteration 10Q: 3 clusters Score -2595915 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2596383.250000 Penalty: 4893.764648
	Iteration 11Q: 3 clusters Score -2596383 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2596690.000000 Penalty: 4893.764648
	Iteration 12Q: 3 clusters Score -2596690 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2596948.500000 Penalty: 4893.764648
	Iteration 13Q: 3 clusters Score -2596948 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2597129.750000 Penalty: 4893.764648
	Iteration 14Q: 3 clusters Score -2597130 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2597279.250000 Penalty: 4893.764648
	Iteration 15Q: 3 clusters Score -2597279 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2597404.000000 Penalty: 4893.764648
	Iteration 16Q: 3 clusters Score -2597404 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2597517.750000 Penalty: 4893.764648
	Iteration 17Q: 3 clusters Score -2597518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2597606.250000 Penalty: 4893.764648
	Iteration 18Q: 3 clusters Score -2597606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2597686.250000 Penalty: 4893.764648
	Iteration 19Q: 3 clusters Score -2597686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2597730.500000 Penalty: 4893.764648
	Iteration 20F: 3 clusters Score -2597730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2597772.500000 Penalty: 4893.764648
	Iteration 21Q: 3 clusters Score -2597772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2597803.000000 Penalty: 4893.764648
	Iteration 22Q: 3 clusters Score -2597803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2597823.250000 Penalty: 4893.764648
	Iteration 23Q: 3 clusters Score -2597823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2597847.750000 Penalty: 4893.764648
	Iteration 24Q: 3 clusters Score -2597848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2597870.750000 Penalty: 4893.764648
	Iteration 25Q: 3 clusters Score -2597871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2597889.250000 Penalty: 4893.764648
	Iteration 26Q: 3 clusters Score -2597889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2597905.250000 Penalty: 4893.764648
	Iteration 27Q: 3 clusters Score -2597905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2597928.000000 Penalty: 4893.764648
	Iteration 28Q: 3 clusters Score -2597928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2597945.750000 Penalty: 4893.764648
	Iteration 29Q: 3 clusters Score -2597946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2597952.000000 Penalty: 4893.764648
	Iteration 30Q: 3 clusters Score -2597952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2597959.000000 Penalty: 4893.764648
	Iteration 31Q: 3 clusters Score -2597959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2597956.000000 Penalty: 4893.764648
	Iteration 32Q: 3 clusters Score -2597956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2597959.500000 Penalty: 4893.764648
	Iteration 33Q: 3 clusters Score -2597960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2597965.500000 Penalty: 4893.764648
	Iteration 34Q: 3 clusters Score -2597966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2597974.000000 Penalty: 4893.764648
	Iteration 35Q: 3 clusters Score -2597974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2597972.500000 Penalty: 4893.764648
	Iteration 36Q: 3 clusters Score -2597972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2597977.500000 Penalty: 4893.764648
	Iteration 37Q: 3 clusters Score -2597978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2597979.750000 Penalty: 4893.764648
	Iteration 38Q: 3 clusters Score -2597980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2597979.750000 Penalty: 4893.764648
	Iteration 39F: 3 clusters Score -2597980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 27072 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 12285 members 
Mstep: Class 8 contains 31023 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 85671 members 
Mstep: Class 11 contains 187312 members 
Mstep: Class 13 contains 178955 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 48411 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 2329 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 19273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133184592.000000 Penalty: 85826.195312
Iteration 39Q: 26 clusters Score -1.331846e+08 nChanged 18568
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 27060 members 
Mstep: Class 5 contains 16988 members 
Mstep: Class 6 contains 24274 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 32016 members 
Mstep: Class 9 contains 29437 members 
Mstep: Class 10 contains 85492 members 
Mstep: Class 11 contains 186226 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 181719 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 48016 members 
Mstep: Class 17 contains 2304 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 19321 members 
Mstep: Class 21 contains 222850 members 
Mstep: Class 22 contains 6433 members 
Mstep: Class 23 contains 40397 members 
Mstep: Class 24 contains 15619 members 
Mstep: Class 25 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133195544.000000 Penalty: 85826.195312
Iteration 40F: 26 clusters Score -1.331955e+08 nChanged 16437
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 26833 members 
Mstep: Class 5 contains 17610 members 
Mstep: Class 6 contains 23465 members 
Mstep: Class 7 contains 16377 members 
Mstep: Class 8 contains 32539 members 
Mstep: Class 9 contains 29232 members 
Mstep: Class 10 contains 84311 members 
Mstep: Class 11 contains 185481 members 
Mstep: Class 12 contains 932 members 
Mstep: Class 13 contains 183188 members 
Mstep: Class 14 contains 1416 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 46793 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 2655 members 
Mstep: Class 20 contains 19247 members 
Mstep: Class 21 contains 221927 members 
Mstep: Class 22 contains 6674 members 
Mstep: Class 23 contains 40317 members 
Mstep: Class 24 contains 16724 members 
Mstep: Class 25 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133202304.000000 Penalty: 85826.195312
Iteration 41Q: 26 clusters Score -1.332023e+08 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 26630 members 
Mstep: Class 5 contains 18038 members 
Mstep: Class 6 contains 22632 members 
Mstep: Class 7 contains 17852 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 29042 members 
Mstep: Class 10 contains 83283 members 
Mstep: Class 11 contains 185190 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 184246 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 45997 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 19182 members 
Mstep: Class 21 contains 220849 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 40235 members 
Mstep: Class 24 contains 17469 members 
Mstep: Class 25 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133206296.000000 Penalty: 85826.195312
Iteration 42Q: 26 clusters Score -1.332063e+08 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 26420 members 
Mstep: Class 5 contains 18296 members 
Mstep: Class 6 contains 21810 members 
Mstep: Class 7 contains 19203 members 
Mstep: Class 8 contains 33525 members 
Mstep: Class 9 contains 28875 members 
Mstep: Class 10 contains 82299 members 
Mstep: Class 11 contains 185248 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 185171 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 45460 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 19140 members 
Mstep: Class 21 contains 219767 members 
Mstep: Class 22 contains 7340 members 
Mstep: Class 23 contains 40160 members 
Mstep: Class 24 contains 18012 members 
Mstep: Class 25 contains 3147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133209592.000000 Penalty: 85826.195312
Iteration 43Q: 26 clusters Score -1.332096e+08 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 3051 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 4 contains 26177 members 
Mstep: Class 5 contains 18445 members 
Mstep: Class 6 contains 21073 members 
Mstep: Class 7 contains 20509 members 
Mstep: Class 8 contains 33926 members 
Mstep: Class 9 contains 28679 members 
Mstep: Class 10 contains 81418 members 
Mstep: Class 11 contains 185375 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 185822 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 16 contains 45121 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 19101 members 
Mstep: Class 21 contains 218848 members 
Mstep: Class 22 contains 7702 members 
Mstep: Class 23 contains 40125 members 
Mstep: Class 24 contains 18446 members 
Mstep: Class 25 contains 3179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133212192.000000 Penalty: 85826.195312
Iteration 44Q: 26 clusters Score -1.332122e+08 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 25928 members 
Mstep: Class 5 contains 18482 members 
Mstep: Class 6 contains 20369 members 
Mstep: Class 7 contains 21747 members 
Mstep: Class 8 contains 34276 members 
Mstep: Class 9 contains 28525 members 
Mstep: Class 10 contains 80607 members 
Mstep: Class 11 contains 185611 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 186232 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 2688 members 
Mstep: Class 16 contains 44938 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 19070 members 
Mstep: Class 21 contains 218056 members 
Mstep: Class 22 contains 8077 members 
Mstep: Class 23 contains 40113 members 
Mstep: Class 24 contains 18791 members 
Mstep: Class 25 contains 3203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214272.000000 Penalty: 85826.195312
Iteration 45Q: 26 clusters Score -1.332143e+08 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 25707 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 19714 members 
Mstep: Class 7 contains 22893 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 28378 members 
Mstep: Class 10 contains 79788 members 
Mstep: Class 11 contains 185892 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 186479 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 44811 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 19064 members 
Mstep: Class 21 contains 217509 members 
Mstep: Class 22 contains 8421 members 
Mstep: Class 23 contains 40117 members 
Mstep: Class 24 contains 19076 members 
Mstep: Class 25 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216288.000000 Penalty: 85826.195312
Iteration 46Q: 26 clusters Score -1.332163e+08 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 25467 members 
Mstep: Class 5 contains 18373 members 
Mstep: Class 6 contains 19116 members 
Mstep: Class 7 contains 24045 members 
Mstep: Class 8 contains 34796 members 
Mstep: Class 9 contains 28241 members 
Mstep: Class 10 contains 78998 members 
Mstep: Class 11 contains 186161 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 186616 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 44774 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 2391 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 19050 members 
Mstep: Class 21 contains 217129 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 40127 members 
Mstep: Class 24 contains 19296 members 
Mstep: Class 25 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218008.000000 Penalty: 85826.195312
Iteration 47Q: 26 clusters Score -1.33218e+08 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 25246 members 
Mstep: Class 5 contains 18230 members 
Mstep: Class 6 contains 18630 members 
Mstep: Class 7 contains 25190 members 
Mstep: Class 8 contains 34960 members 
Mstep: Class 9 contains 28111 members 
Mstep: Class 10 contains 78239 members 
Mstep: Class 11 contains 186397 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 186663 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 44727 members 
Mstep: Class 17 contains 1987 members 
Mstep: Class 18 contains 2394 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 19031 members 
Mstep: Class 21 contains 216881 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 40145 members 
Mstep: Class 24 contains 19471 members 
Mstep: Class 25 contains 3245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219696.000000 Penalty: 85826.195312
Iteration 48Q: 26 clusters Score -1.332197e+08 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 25020 members 
Mstep: Class 5 contains 18041 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 26377 members 
Mstep: Class 8 contains 35101 members 
Mstep: Class 9 contains 28010 members 
Mstep: Class 10 contains 77545 members 
Mstep: Class 11 contains 186613 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 186638 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 44719 members 
Mstep: Class 17 contains 1972 members 
Mstep: Class 18 contains 2394 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 19031 members 
Mstep: Class 21 contains 216553 members 
Mstep: Class 22 contains 9198 members 
Mstep: Class 23 contains 40203 members 
Mstep: Class 24 contains 19649 members 
Mstep: Class 25 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220408.000000 Penalty: 85826.195312
Iteration 49Q: 26 clusters Score -1.332204e+08 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 24794 members 
Mstep: Class 5 contains 17790 members 
Mstep: Class 6 contains 17774 members 
Mstep: Class 7 contains 27567 members 
Mstep: Class 8 contains 35254 members 
Mstep: Class 9 contains 27921 members 
Mstep: Class 10 contains 76895 members 
Mstep: Class 11 contains 186776 members 
Mstep: Class 12 contains 1761 members 
Mstep: Class 13 contains 186516 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 44750 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 2395 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 19030 members 
Mstep: Class 21 contains 216349 members 
Mstep: Class 22 contains 9390 members 
Mstep: Class 23 contains 40273 members 
Mstep: Class 24 contains 19792 members 
Mstep: Class 25 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133221192.000000 Penalty: 85826.195312
Iteration 50Q: 26 clusters Score -1.332212e+08 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 24583 members 
Mstep: Class 5 contains 17572 members 
Mstep: Class 6 contains 17392 members 
Mstep: Class 7 contains 28669 members 
Mstep: Class 8 contains 35381 members 
Mstep: Class 9 contains 27850 members 
Mstep: Class 10 contains 76293 members 
Mstep: Class 11 contains 186969 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 186270 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 2937 members 
Mstep: Class 16 contains 44770 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 19021 members 
Mstep: Class 21 contains 216301 members 
Mstep: Class 22 contains 9563 members 
Mstep: Class 23 contains 40319 members 
Mstep: Class 24 contains 19911 members 
Mstep: Class 25 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222048.000000 Penalty: 85826.195312
Iteration 51Q: 26 clusters Score -1.33222e+08 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 24396 members 
Mstep: Class 5 contains 17361 members 
Mstep: Class 6 contains 17023 members 
Mstep: Class 7 contains 29697 members 
Mstep: Class 8 contains 35522 members 
Mstep: Class 9 contains 27787 members 
Mstep: Class 10 contains 75749 members 
Mstep: Class 11 contains 187177 members 
Mstep: Class 12 contains 1774 members 
Mstep: Class 13 contains 185971 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 44793 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 19009 members 
Mstep: Class 21 contains 216255 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 40367 members 
Mstep: Class 24 contains 20002 members 
Mstep: Class 25 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222312.000000 Penalty: 85826.195312
Iteration 52Q: 26 clusters Score -1.332223e+08 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 24213 members 
Mstep: Class 5 contains 17122 members 
Mstep: Class 6 contains 16686 members 
Mstep: Class 7 contains 30668 members 
Mstep: Class 8 contains 35641 members 
Mstep: Class 9 contains 27746 members 
Mstep: Class 10 contains 75226 members 
Mstep: Class 11 contains 187366 members 
Mstep: Class 12 contains 1780 members 
Mstep: Class 13 contains 185673 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 44809 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 19008 members 
Mstep: Class 21 contains 216273 members 
Mstep: Class 22 contains 9854 members 
Mstep: Class 23 contains 40407 members 
Mstep: Class 24 contains 20081 members 
Mstep: Class 25 contains 3272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222544.000000 Penalty: 85826.195312
Iteration 53Q: 26 clusters Score -1.332225e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 24043 members 
Mstep: Class 5 contains 16881 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 31619 members 
Mstep: Class 8 contains 35717 members 
Mstep: Class 9 contains 27703 members 
Mstep: Class 10 contains 74746 members 
Mstep: Class 11 contains 187564 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 185341 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 44854 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 19001 members 
Mstep: Class 21 contains 216292 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 40471 members 
Mstep: Class 24 contains 20170 members 
Mstep: Class 25 contains 3274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223064.000000 Penalty: 85826.195312
Iteration 54Q: 26 clusters Score -1.332231e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 23889 members 
Mstep: Class 5 contains 16655 members 
Mstep: Class 6 contains 16062 members 
Mstep: Class 7 contains 32567 members 
Mstep: Class 8 contains 35793 members 
Mstep: Class 9 contains 27648 members 
Mstep: Class 10 contains 74281 members 
Mstep: Class 11 contains 187758 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 185039 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3101 members 
Mstep: Class 16 contains 44876 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 18997 members 
Mstep: Class 21 contains 216251 members 
Mstep: Class 22 contains 10112 members 
Mstep: Class 23 contains 40517 members 
Mstep: Class 24 contains 20239 members 
Mstep: Class 25 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223456.000000 Penalty: 85826.195312
Iteration 55Q: 26 clusters Score -1.332235e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 23748 members 
Mstep: Class 5 contains 16435 members 
Mstep: Class 6 contains 15770 members 
Mstep: Class 7 contains 33469 members 
Mstep: Class 8 contains 35843 members 
Mstep: Class 9 contains 27601 members 
Mstep: Class 10 contains 73852 members 
Mstep: Class 11 contains 187979 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 184783 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3141 members 
Mstep: Class 16 contains 44906 members 
Mstep: Class 17 contains 1972 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 19003 members 
Mstep: Class 21 contains 216116 members 
Mstep: Class 22 contains 10241 members 
Mstep: Class 23 contains 40582 members 
Mstep: Class 24 contains 20325 members 
Mstep: Class 25 contains 3281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223840.000000 Penalty: 85826.195312
Iteration 56Q: 26 clusters Score -1.332238e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 23603 members 
Mstep: Class 5 contains 16190 members 
Mstep: Class 6 contains 15508 members 
Mstep: Class 7 contains 34347 members 
Mstep: Class 8 contains 35906 members 
Mstep: Class 9 contains 27560 members 
Mstep: Class 10 contains 73437 members 
Mstep: Class 11 contains 188144 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 184569 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 44941 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 19011 members 
Mstep: Class 21 contains 216001 members 
Mstep: Class 22 contains 10349 members 
Mstep: Class 23 contains 40649 members 
Mstep: Class 24 contains 20393 members 
Mstep: Class 25 contains 3283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224016.000000 Penalty: 85826.195312
Iteration 57Q: 26 clusters Score -1.33224e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 23470 members 
Mstep: Class 5 contains 15931 members 
Mstep: Class 6 contains 15276 members 
Mstep: Class 7 contains 35215 members 
Mstep: Class 8 contains 35954 members 
Mstep: Class 9 contains 27525 members 
Mstep: Class 10 contains 73093 members 
Mstep: Class 11 contains 188296 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 184309 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3189 members 
Mstep: Class 16 contains 44966 members 
Mstep: Class 17 contains 1971 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 19014 members 
Mstep: Class 21 contains 215905 members 
Mstep: Class 22 contains 10454 members 
Mstep: Class 23 contains 40710 members 
Mstep: Class 24 contains 20450 members 
Mstep: Class 25 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224232.000000 Penalty: 85826.195312
Iteration 58Q: 26 clusters Score -1.332242e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 23348 members 
Mstep: Class 5 contains 15664 members 
Mstep: Class 6 contains 15110 members 
Mstep: Class 7 contains 36041 members 
Mstep: Class 8 contains 35987 members 
Mstep: Class 9 contains 27467 members 
Mstep: Class 10 contains 72742 members 
Mstep: Class 11 contains 188389 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 184095 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3203 members 
Mstep: Class 16 contains 45006 members 
Mstep: Class 17 contains 1974 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 19007 members 
Mstep: Class 21 contains 215876 members 
Mstep: Class 22 contains 10546 members 
Mstep: Class 23 contains 40767 members 
Mstep: Class 24 contains 20497 members 
Mstep: Class 25 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224592.000000 Penalty: 85826.195312
Iteration 59Q: 26 clusters Score -1.332246e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 23230 members 
Mstep: Class 5 contains 15403 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 36786 members 
Mstep: Class 8 contains 36043 members 
Mstep: Class 9 contains 27427 members 
Mstep: Class 10 contains 72440 members 
Mstep: Class 11 contains 188507 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 183895 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 45020 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 19001 members 
Mstep: Class 21 contains 215841 members 
Mstep: Class 22 contains 10643 members 
Mstep: Class 23 contains 40829 members 
Mstep: Class 24 contains 20537 members 
Mstep: Class 25 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224912.000000 Penalty: 85826.195312
Iteration 60F: 26 clusters Score -1.332249e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 23122 members 
Mstep: Class 5 contains 15156 members 
Mstep: Class 6 contains 14747 members 
Mstep: Class 7 contains 37501 members 
Mstep: Class 8 contains 36092 members 
Mstep: Class 9 contains 27398 members 
Mstep: Class 10 contains 72169 members 
Mstep: Class 11 contains 188612 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 183666 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 45034 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 2421 members 
Mstep: Class 20 contains 19010 members 
Mstep: Class 21 contains 215801 members 
Mstep: Class 22 contains 10738 members 
Mstep: Class 23 contains 40884 members 
Mstep: Class 24 contains 20579 members 
Mstep: Class 25 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225360.000000 Penalty: 85826.195312
Iteration 61Q: 26 clusters Score -1.332254e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 23016 members 
Mstep: Class 5 contains 14958 members 
Mstep: Class 6 contains 14555 members 
Mstep: Class 7 contains 38205 members 
Mstep: Class 8 contains 36146 members 
Mstep: Class 9 contains 27374 members 
Mstep: Class 10 contains 71928 members 
Mstep: Class 11 contains 188720 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 183378 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 45055 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 2414 members 
Mstep: Class 20 contains 19000 members 
Mstep: Class 21 contains 215788 members 
Mstep: Class 22 contains 10825 members 
Mstep: Class 23 contains 40948 members 
Mstep: Class 24 contains 20656 members 
Mstep: Class 25 contains 3286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225560.000000 Penalty: 85826.195312
Iteration 62Q: 26 clusters Score -1.332256e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22908 members 
Mstep: Class 5 contains 14758 members 
Mstep: Class 6 contains 14398 members 
Mstep: Class 7 contains 38908 members 
Mstep: Class 8 contains 36153 members 
Mstep: Class 9 contains 27347 members 
Mstep: Class 10 contains 71709 members 
Mstep: Class 11 contains 188819 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 183076 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 45085 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 2411 members 
Mstep: Class 20 contains 18991 members 
Mstep: Class 21 contains 215810 members 
Mstep: Class 22 contains 10904 members 
Mstep: Class 23 contains 40993 members 
Mstep: Class 24 contains 20709 members 
Mstep: Class 25 contains 3282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225872.000000 Penalty: 85826.195312
Iteration 63Q: 26 clusters Score -1.332259e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22821 members 
Mstep: Class 5 contains 14559 members 
Mstep: Class 6 contains 14230 members 
Mstep: Class 7 contains 39573 members 
Mstep: Class 8 contains 36147 members 
Mstep: Class 9 contains 27336 members 
Mstep: Class 10 contains 71503 members 
Mstep: Class 11 contains 188925 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 182806 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 16 contains 45106 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 18984 members 
Mstep: Class 21 contains 215833 members 
Mstep: Class 22 contains 10978 members 
Mstep: Class 23 contains 41033 members 
Mstep: Class 24 contains 20746 members 
Mstep: Class 25 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225808.000000 Penalty: 85826.195312
Iteration 64Q: 26 clusters Score -1.332258e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22755 members 
Mstep: Class 5 contains 14367 members 
Mstep: Class 6 contains 14069 members 
Mstep: Class 7 contains 40204 members 
Mstep: Class 8 contains 36128 members 
Mstep: Class 9 contains 27321 members 
Mstep: Class 10 contains 71333 members 
Mstep: Class 11 contains 189036 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 182539 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 45125 members 
Mstep: Class 17 contains 1873 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 2402 members 
Mstep: Class 20 contains 18987 members 
Mstep: Class 21 contains 215826 members 
Mstep: Class 22 contains 11043 members 
Mstep: Class 23 contains 41060 members 
Mstep: Class 24 contains 20774 members 
Mstep: Class 25 contains 3284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225816.000000 Penalty: 85826.195312
Iteration 65Q: 26 clusters Score -1.332258e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22683 members 
Mstep: Class 5 contains 14195 members 
Mstep: Class 6 contains 13913 members 
Mstep: Class 7 contains 40803 members 
Mstep: Class 8 contains 36117 members 
Mstep: Class 9 contains 27315 members 
Mstep: Class 10 contains 71174 members 
Mstep: Class 11 contains 189140 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 182300 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 16 contains 45142 members 
Mstep: Class 17 contains 1870 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 2398 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 21 contains 215790 members 
Mstep: Class 22 contains 11108 members 
Mstep: Class 23 contains 41092 members 
Mstep: Class 24 contains 20785 members 
Mstep: Class 25 contains 3286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226328.000000 Penalty: 85826.195312
Iteration 66Q: 26 clusters Score -1.332263e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22611 members 
Mstep: Class 5 contains 14046 members 
Mstep: Class 6 contains 13780 members 
Mstep: Class 7 contains 41361 members 
Mstep: Class 8 contains 36091 members 
Mstep: Class 9 contains 27293 members 
Mstep: Class 10 contains 71016 members 
Mstep: Class 11 contains 189254 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 182124 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 45139 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 20 contains 18993 members 
Mstep: Class 21 contains 215722 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 41132 members 
Mstep: Class 24 contains 20805 members 
Mstep: Class 25 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226040.000000 Penalty: 85826.195312
Iteration 67Q: 26 clusters Score -1.33226e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22533 members 
Mstep: Class 5 contains 13890 members 
Mstep: Class 6 contains 13644 members 
Mstep: Class 7 contains 41886 members 
Mstep: Class 8 contains 36080 members 
Mstep: Class 9 contains 27280 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 189363 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 182007 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3343 members 
Mstep: Class 16 contains 45133 members 
Mstep: Class 17 contains 1861 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 18988 members 
Mstep: Class 21 contains 215666 members 
Mstep: Class 22 contains 11222 members 
Mstep: Class 23 contains 41164 members 
Mstep: Class 24 contains 20819 members 
Mstep: Class 25 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226536.000000 Penalty: 85826.195312
Iteration 68Q: 26 clusters Score -1.332265e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 2896 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22460 members 
Mstep: Class 5 contains 13754 members 
Mstep: Class 6 contains 13522 members 
Mstep: Class 7 contains 42360 members 
Mstep: Class 8 contains 36066 members 
Mstep: Class 9 contains 27262 members 
Mstep: Class 10 contains 70686 members 
Mstep: Class 11 contains 189464 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 181927 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 3358 members 
Mstep: Class 16 contains 45128 members 
Mstep: Class 17 contains 1857 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 2378 members 
Mstep: Class 20 contains 18980 members 
Mstep: Class 21 contains 215599 members 
Mstep: Class 22 contains 11301 members 
Mstep: Class 23 contains 41195 members 
Mstep: Class 24 contains 20832 members 
Mstep: Class 25 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226576.000000 Penalty: 85826.195312
Iteration 69Q: 26 clusters Score -1.332266e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 2873 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22386 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 13374 members 
Mstep: Class 7 contains 42789 members 
Mstep: Class 8 contains 36042 members 
Mstep: Class 9 contains 27243 members 
Mstep: Class 10 contains 70521 members 
Mstep: Class 11 contains 189582 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 181917 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3371 members 
Mstep: Class 16 contains 45137 members 
Mstep: Class 17 contains 1856 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 18989 members 
Mstep: Class 21 contains 215513 members 
Mstep: Class 22 contains 11357 members 
Mstep: Class 23 contains 41219 members 
Mstep: Class 24 contains 20841 members 
Mstep: Class 25 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226352.000000 Penalty: 85826.195312
Iteration 70Q: 26 clusters Score -1.332264e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22297 members 
Mstep: Class 5 contains 13521 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 43196 members 
Mstep: Class 8 contains 36035 members 
Mstep: Class 9 contains 27228 members 
Mstep: Class 10 contains 70372 members 
Mstep: Class 11 contains 189663 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 181923 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3382 members 
Mstep: Class 16 contains 45145 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 2432 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 18983 members 
Mstep: Class 21 contains 215449 members 
Mstep: Class 22 contains 11398 members 
Mstep: Class 23 contains 41228 members 
Mstep: Class 24 contains 20855 members 
Mstep: Class 25 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226824.000000 Penalty: 85826.195312
Iteration 71Q: 26 clusters Score -1.332268e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 2810 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22217 members 
Mstep: Class 5 contains 13425 members 
Mstep: Class 6 contains 13150 members 
Mstep: Class 7 contains 43554 members 
Mstep: Class 8 contains 36030 members 
Mstep: Class 9 contains 27210 members 
Mstep: Class 10 contains 70235 members 
Mstep: Class 11 contains 189748 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 181928 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 16 contains 45154 members 
Mstep: Class 17 contains 1853 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 18983 members 
Mstep: Class 21 contains 215365 members 
Mstep: Class 22 contains 11445 members 
Mstep: Class 23 contains 41249 members 
Mstep: Class 24 contains 20870 members 
Mstep: Class 25 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226824.000000 Penalty: 85826.195312
Iteration 72Q: 26 clusters Score -1.332268e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22145 members 
Mstep: Class 5 contains 13327 members 
Mstep: Class 6 contains 13045 members 
Mstep: Class 7 contains 43870 members 
Mstep: Class 8 contains 36021 members 
Mstep: Class 9 contains 27186 members 
Mstep: Class 10 contains 70098 members 
Mstep: Class 11 contains 189815 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 181918 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3406 members 
Mstep: Class 16 contains 45160 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 2433 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 18982 members 
Mstep: Class 21 contains 215354 members 
Mstep: Class 22 contains 11482 members 
Mstep: Class 23 contains 41266 members 
Mstep: Class 24 contains 20886 members 
Mstep: Class 25 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226912.000000 Penalty: 85826.195312
Iteration 73Q: 26 clusters Score -1.332269e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 2762 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22081 members 
Mstep: Class 5 contains 13243 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 44157 members 
Mstep: Class 8 contains 36013 members 
Mstep: Class 9 contains 27168 members 
Mstep: Class 10 contains 69961 members 
Mstep: Class 11 contains 189891 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 181924 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3415 members 
Mstep: Class 16 contains 45166 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 2434 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 18976 members 
Mstep: Class 21 contains 215338 members 
Mstep: Class 22 contains 11518 members 
Mstep: Class 23 contains 41285 members 
Mstep: Class 24 contains 20902 members 
Mstep: Class 25 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226608.000000 Penalty: 85826.195312
Iteration 74Q: 26 clusters Score -1.332266e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 22013 members 
Mstep: Class 5 contains 13176 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 44415 members 
Mstep: Class 8 contains 35998 members 
Mstep: Class 9 contains 27148 members 
Mstep: Class 10 contains 69826 members 
Mstep: Class 11 contains 189980 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 181953 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 45173 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 2434 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 18979 members 
Mstep: Class 21 contains 215305 members 
Mstep: Class 22 contains 11536 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 20917 members 
Mstep: Class 25 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226672.000000 Penalty: 85826.195312
Iteration 75Q: 26 clusters Score -1.332267e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 21937 members 
Mstep: Class 5 contains 13109 members 
Mstep: Class 6 contains 12690 members 
Mstep: Class 7 contains 44633 members 
Mstep: Class 8 contains 35992 members 
Mstep: Class 9 contains 27129 members 
Mstep: Class 10 contains 69713 members 
Mstep: Class 11 contains 190082 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 182010 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3431 members 
Mstep: Class 16 contains 45179 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 2436 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 18968 members 
Mstep: Class 21 contains 215243 members 
Mstep: Class 22 contains 11562 members 
Mstep: Class 23 contains 41325 members 
Mstep: Class 24 contains 20933 members 
Mstep: Class 25 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226848.000000 Penalty: 85826.195312
Iteration 76Q: 26 clusters Score -1.332268e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 21883 members 
Mstep: Class 5 contains 13026 members 
Mstep: Class 6 contains 12597 members 
Mstep: Class 7 contains 44847 members 
Mstep: Class 8 contains 35993 members 
Mstep: Class 9 contains 27117 members 
Mstep: Class 10 contains 69599 members 
Mstep: Class 11 contains 190146 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 182057 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 45176 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 18965 members 
Mstep: Class 21 contains 215179 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 41348 members 
Mstep: Class 24 contains 20944 members 
Mstep: Class 25 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226912.000000 Penalty: 85826.195312
Iteration 77Q: 26 clusters Score -1.332269e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 2723 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 21823 members 
Mstep: Class 5 contains 12963 members 
Mstep: Class 6 contains 12528 members 
Mstep: Class 7 contains 45062 members 
Mstep: Class 8 contains 35990 members 
Mstep: Class 9 contains 27108 members 
Mstep: Class 10 contains 69483 members 
Mstep: Class 11 contains 190178 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 182106 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 16 contains 45184 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 2436 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 18965 members 
Mstep: Class 21 contains 215114 members 
Mstep: Class 22 contains 11630 members 
Mstep: Class 23 contains 41369 members 
Mstep: Class 24 contains 20952 members 
Mstep: Class 25 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227024.000000 Penalty: 85826.195312
Iteration 78Q: 26 clusters Score -1.33227e+08 nChanged 867
Entering ConstructFrom: 
Score: -133227024.000000 Penalty: 85826.195312
Entering ConstructFrom: 
Trying to split cluster 1 (56504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Entering Unmasked Estep 
Score: -7421120.000000 Penalty: 2713.632568
	Iteration 0F: 2 clusters Score -7421120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -7383318.500000 Penalty: 5427.265137
	Iteration 0F: 3 clusters Score -7383318 nChanged 26004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -7397649.000000 Penalty: 5427.265137
	Iteration 1F: 3 clusters Score -7397649 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -7398056.000000 Penalty: 5427.265137
	Iteration 2Q: 3 clusters Score -7398056 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -7398419.000000 Penalty: 5427.265137
	Iteration 3Q: 3 clusters Score -7398419 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -7398863.000000 Penalty: 5427.265137
	Iteration 4Q: 3 clusters Score -7398863 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -7399484.500000 Penalty: 5427.265137
	Iteration 5Q: 3 clusters Score -7399484 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -7400337.500000 Penalty: 5427.265137
	Iteration 6Q: 3 clusters Score -7400338 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -7401571.000000 Penalty: 5427.265137
	Iteration 7Q: 3 clusters Score -7401571 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -7403410.000000 Penalty: 5427.265137
	Iteration 8F: 3 clusters Score -7403410 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -7405881.000000 Penalty: 5427.265137
	Iteration 9F: 3 clusters Score -7405881 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -7408474.000000 Penalty: 5427.265137
	Iteration 10F: 3 clusters Score -7408474 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -7411028.500000 Penalty: 5427.265137
	Iteration 11F: 3 clusters Score -7411028 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -7413420.500000 Penalty: 5427.265137
	Iteration 12Q: 3 clusters Score -7413420 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7415108.500000 Penalty: 5427.265137
	Iteration 13Q: 3 clusters Score -7415108 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -7415818.000000 Penalty: 5427.265137
	Iteration 14Q: 3 clusters Score -7415818 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -7416084.000000 Penalty: 5427.265137
	Iteration 15Q: 3 clusters Score -7416084 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -7416270.500000 Penalty: 5427.265137
	Iteration 16Q: 3 clusters Score -7416270 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -7416435.500000 Penalty: 5427.265137
	Iteration 17Q: 3 clusters Score -7416436 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -7416566.500000 Penalty: 5427.265137
	Iteration 18Q: 3 clusters Score -7416566 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -7416685.500000 Penalty: 5427.265137
	Iteration 19Q: 3 clusters Score -7416686 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -7416792.000000 Penalty: 5427.265137
	Iteration 20F: 3 clusters Score -7416792 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -7416911.000000 Penalty: 5427.265137
	Iteration 21Q: 3 clusters Score -7416911 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -7417023.500000 Penalty: 5427.265137
	Iteration 22Q: 3 clusters Score -7417024 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -7417104.000000 Penalty: 5427.265137
	Iteration 23Q: 3 clusters Score -7417104 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -7417171.000000 Penalty: 5427.265137
	Iteration 24Q: 3 clusters Score -7417171 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -7417299.500000 Penalty: 5427.265137
	Iteration 25Q: 3 clusters Score -7417300 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -7417382.500000 Penalty: 5427.265137
	Iteration 26Q: 3 clusters Score -7417382 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -7417469.000000 Penalty: 5427.265137
	Iteration 27Q: 3 clusters Score -7417469 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -7417544.500000 Penalty: 5427.265137
	Iteration 28Q: 3 clusters Score -7417544 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -7417610.500000 Penalty: 5427.265137
	Iteration 29Q: 3 clusters Score -7417610 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -7417701.500000 Penalty: 5427.265137
	Iteration 30Q: 3 clusters Score -7417702 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -7417825.000000 Penalty: 5427.265137
	Iteration 31Q: 3 clusters Score -7417825 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -7417902.000000 Penalty: 5427.265137
	Iteration 32Q: 3 clusters Score -7417902 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -7417998.000000 Penalty: 5427.265137
	Iteration 33Q: 3 clusters Score -7417998 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -7418073.500000 Penalty: 5427.265137
	Iteration 34Q: 3 clusters Score -7418074 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -7418159.000000 Penalty: 5427.265137
	Iteration 35Q: 3 clusters Score -7418159 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -7418205.000000 Penalty: 5427.265137
	Iteration 36Q: 3 clusters Score -7418205 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -7418269.000000 Penalty: 5427.265137
	Iteration 37Q: 3 clusters Score -7418269 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -7418297.000000 Penalty: 5427.265137
	Iteration 38Q: 3 clusters Score -7418297 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -7418341.500000 Penalty: 5427.265137
	Iteration 39Q: 3 clusters Score -7418342 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -7418376.000000 Penalty: 5427.265137
	Iteration 40F: 3 clusters Score -7418376 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -7418428.000000 Penalty: 5427.265137
	Iteration 41Q: 3 clusters Score -7418428 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -7418470.000000 Penalty: 5427.265137
	Iteration 42Q: 3 clusters Score -7418470 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -7418498.000000 Penalty: 5427.265137
	Iteration 43Q: 3 clusters Score -7418498 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -7418558.500000 Penalty: 5427.265137
	Iteration 44Q: 3 clusters Score -7418558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -7418607.500000 Penalty: 5427.265137
	Iteration 45Q: 3 clusters Score -7418608 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -7418620.500000 Penalty: 5427.265137
	Iteration 46Q: 3 clusters Score -7418620 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -7418681.000000 Penalty: 5427.265137
	Iteration 47Q: 3 clusters Score -7418681 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -7418703.000000 Penalty: 5427.265137
	Iteration 48Q: 3 clusters Score -7418703 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -7418746.000000 Penalty: 5427.265137
	Iteration 49Q: 3 clusters Score -7418746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -7418748.500000 Penalty: 5427.265137
	Iteration 50Q: 3 clusters Score -7418748 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -7418759.000000 Penalty: 5427.265137
	Iteration 51Q: 3 clusters Score -7418759 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -7418774.000000 Penalty: 5427.265137
	Iteration 52Q: 3 clusters Score -7418774 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -7418802.000000 Penalty: 5427.265137
	Iteration 53Q: 3 clusters Score -7418802 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -7418821.500000 Penalty: 5427.265137
	Iteration 54Q: 3 clusters Score -7418822 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -7418833.000000 Penalty: 5427.265137
	Iteration 55Q: 3 clusters Score -7418833 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -7418859.500000 Penalty: 5427.265137
	Iteration 56Q: 3 clusters Score -7418860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -7418880.000000 Penalty: 5427.265137
	Iteration 57Q: 3 clusters Score -7418880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -7418887.500000 Penalty: 5427.265137
	Iteration 58Q: 3 clusters Score -7418888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -7418906.000000 Penalty: 5427.265137
	Iteration 59Q: 3 clusters Score -7418906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -7418910.000000 Penalty: 5427.265137
	Iteration 60F: 3 clusters Score -7418910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -7418926.500000 Penalty: 5427.265137
	Iteration 61Q: 3 clusters Score -7418926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -7418932.000000 Penalty: 5427.265137
	Iteration 62Q: 3 clusters Score -7418932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -7418947.500000 Penalty: 5427.265137
	Iteration 63Q: 3 clusters Score -7418948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -7418985.000000 Penalty: 5427.265137
	Iteration 64Q: 3 clusters Score -7418985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -7418996.000000 Penalty: 5427.265137
	Iteration 65Q: 3 clusters Score -7418996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -7418985.000000 Penalty: 5427.265137
	Iteration 66Q: 3 clusters Score -7418985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -7418991.000000 Penalty: 5427.265137
	Iteration 67Q: 3 clusters Score -7418991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -7418999.000000 Penalty: 5427.265137
	Iteration 68Q: 3 clusters Score -7418999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -7419003.500000 Penalty: 5427.265137
	Iteration 69Q: 3 clusters Score -7419004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -7419004.500000 Penalty: 5427.265137
	Iteration 70Q: 3 clusters Score -7419004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -7419009.500000 Penalty: 5427.265137
	Iteration 71Q: 3 clusters Score -7419010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -7419021.000000 Penalty: 5427.265137
	Iteration 72Q: 3 clusters Score -7419021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -7419020.000000 Penalty: 5427.265137
	Iteration 73Q: 3 clusters Score -7419020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -7419014.500000 Penalty: 5427.265137
	Iteration 74Q: 3 clusters Score -7419014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -7419016.500000 Penalty: 5427.265137
	Iteration 75Q: 3 clusters Score -7419016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -7419015.500000 Penalty: 5427.265137
	Iteration 76Q: 3 clusters Score -7419016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -7419023.000000 Penalty: 5427.265137
	Iteration 77Q: 3 clusters Score -7419023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -7419023.500000 Penalty: 5427.265137
	Iteration 78Q: 3 clusters Score -7419024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7419025.500000 Penalty: 5427.265137
	Iteration 79Q: 3 clusters Score -7419026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7419025.500000 Penalty: 5427.265137
	Iteration 80F: 3 clusters Score -7419026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -333879.687500 Penalty: 1961.097534
	Iteration 0F: 2 clusters Score -333879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330826.875000 Penalty: 3922.195068
	Iteration 0F: 3 clusters Score -330826.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -331436.781250 Penalty: 3922.195068
	Iteration 1F: 3 clusters Score -331436.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -331569.500000 Penalty: 3922.195068
	Iteration 2F: 3 clusters Score -331569.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -331641.562500 Penalty: 3922.195068
	Iteration 3Q: 3 clusters Score -331641.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -331695.656250 Penalty: 3922.195068
	Iteration 4Q: 3 clusters Score -331695.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -331726.531250 Penalty: 3922.195068
	Iteration 5Q: 3 clusters Score -331726.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -331754.218750 Penalty: 3922.195068
	Iteration 6Q: 3 clusters Score -331754.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -331772.656250 Penalty: 3922.195068
	Iteration 7Q: 3 clusters Score -331772.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -331784.093750 Penalty: 3922.195068
	Iteration 8Q: 3 clusters Score -331784.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -331792.406250 Penalty: 3922.195068
	Iteration 9Q: 3 clusters Score -331792.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -331799.406250 Penalty: 3922.195068
	Iteration 10Q: 3 clusters Score -331799.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -331804.000000 Penalty: 3922.195068
	Iteration 11Q: 3 clusters Score -331804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -331807.687500 Penalty: 3922.195068
	Iteration 12Q: 3 clusters Score -331807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -331812.718750 Penalty: 3922.195068
	Iteration 13Q: 3 clusters Score -331812.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -331817.906250 Penalty: 3922.195068
	Iteration 14Q: 3 clusters Score -331817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -331824.125000 Penalty: 3922.195068
	Iteration 15Q: 3 clusters Score -331824.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -331828.031250 Penalty: 3922.195068
	Iteration 16Q: 3 clusters Score -331828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -331835.625000 Penalty: 3922.195068
	Iteration 17Q: 3 clusters Score -331835.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -331848.812500 Penalty: 3922.195068
	Iteration 18Q: 3 clusters Score -331848.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -331860.312500 Penalty: 3922.195068
	Iteration 19Q: 3 clusters Score -331860.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -331873.156250 Penalty: 3922.195068
	Iteration 20F: 3 clusters Score -331873.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -331885.000000 Penalty: 3922.195068
	Iteration 21Q: 3 clusters Score -331885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -331899.187500 Penalty: 3922.195068
	Iteration 22Q: 3 clusters Score -331899.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -331910.281250 Penalty: 3922.195068
	Iteration 23Q: 3 clusters Score -331910.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -331918.093750 Penalty: 3922.195068
	Iteration 24Q: 3 clusters Score -331918.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -331928.281250 Penalty: 3922.195068
	Iteration 25Q: 3 clusters Score -331928.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -331942.968750 Penalty: 3922.195068
	Iteration 26Q: 3 clusters Score -331943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -331961.968750 Penalty: 3922.195068
	Iteration 27Q: 3 clusters Score -331962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -331983.562500 Penalty: 3922.195068
	Iteration 28Q: 3 clusters Score -331983.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -332007.375000 Penalty: 3922.195068
	Iteration 29Q: 3 clusters Score -332007.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -332029.250000 Penalty: 3922.195068
	Iteration 30Q: 3 clusters Score -332029.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -332054.250000 Penalty: 3922.195068
	Iteration 31Q: 3 clusters Score -332054.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -332083.125000 Penalty: 3922.195068
	Iteration 32Q: 3 clusters Score -332083.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -332116.968750 Penalty: 3922.195068
	Iteration 33Q: 3 clusters Score -332117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -332141.593750 Penalty: 3922.195068
	Iteration 34Q: 3 clusters Score -332141.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -332179.093750 Penalty: 3922.195068
	Iteration 35Q: 3 clusters Score -332179.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -332210.500000 Penalty: 3922.195068
	Iteration 36Q: 3 clusters Score -332210.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -332234.343750 Penalty: 3922.195068
	Iteration 37Q: 3 clusters Score -332234.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -332262.406250 Penalty: 3922.195068
	Iteration 38Q: 3 clusters Score -332262.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -332287.281250 Penalty: 3922.195068
	Iteration 39Q: 3 clusters Score -332287.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -332312.406250 Penalty: 3922.195068
	Iteration 40F: 3 clusters Score -332312.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -332337.031250 Penalty: 3922.195068
	Iteration 41Q: 3 clusters Score -332337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -332349.625000 Penalty: 3922.195068
	Iteration 42Q: 3 clusters Score -332349.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -332367.718750 Penalty: 3922.195068
	Iteration 43Q: 3 clusters Score -332367.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -332389.437500 Penalty: 3922.195068
	Iteration 44Q: 3 clusters Score -332389.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -332402.187500 Penalty: 3922.195068
	Iteration 45Q: 3 clusters Score -332402.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -332411.000000 Penalty: 3922.195068
	Iteration 46Q: 3 clusters Score -332411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -332415.343750 Penalty: 3922.195068
	Iteration 47Q: 3 clusters Score -332415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -332418.156250 Penalty: 3922.195068
	Iteration 48Q: 3 clusters Score -332418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -332418.937500 Penalty: 3922.195068
	Iteration 49Q: 3 clusters Score -332418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -332420.062500 Penalty: 3922.195068
	Iteration 50Q: 3 clusters Score -332420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -332420.062500 Penalty: 3922.195068
	Iteration 51F: 3 clusters Score -332420.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -145660.718750 Penalty: 1794.254883
	Iteration 0F: 2 clusters Score -145660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -143571.312500 Penalty: 3588.509766
	Iteration 0F: 3 clusters Score -143571.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144468.640625 Penalty: 3588.509766
	Iteration 1F: 3 clusters Score -144468.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -145405.328125 Penalty: 3588.509766
	Iteration 2F: 3 clusters Score -145405.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -146165.406250 Penalty: 3588.509766
	Iteration 3F: 3 clusters Score -146165.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -146788.765625 Penalty: 3588.509766
	Iteration 4F: 3 clusters Score -146788.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147297.078125 Penalty: 3588.509766
	Iteration 5Q: 3 clusters Score -147297.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -147449.921875 Penalty: 3588.509766
	Iteration 6Q: 3 clusters Score -147449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -147485.296875 Penalty: 3588.509766
	Iteration 7Q: 3 clusters Score -147485.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -147535.421875 Penalty: 3588.509766
	Iteration 8Q: 3 clusters Score -147535.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -147581.734375 Penalty: 3588.509766
	Iteration 9Q: 3 clusters Score -147581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -147601.984375 Penalty: 3588.509766
	Iteration 10Q: 3 clusters Score -147602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -147622.859375 Penalty: 3588.509766
	Iteration 11Q: 3 clusters Score -147622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147647.609375 Penalty: 3588.509766
	Iteration 12Q: 3 clusters Score -147647.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -147695.093750 Penalty: 3588.509766
	Iteration 13Q: 3 clusters Score -147695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -147717.656250 Penalty: 3588.509766
	Iteration 14Q: 3 clusters Score -147717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -147736.718750 Penalty: 3588.509766
	Iteration 15Q: 3 clusters Score -147736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -147754.734375 Penalty: 3588.509766
	Iteration 16Q: 3 clusters Score -147754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -147759.515625 Penalty: 3588.509766
	Iteration 17Q: 3 clusters Score -147759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -147762.203125 Penalty: 3588.509766
	Iteration 18Q: 3 clusters Score -147762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -147763.781250 Penalty: 3588.509766
	Iteration 19Q: 3 clusters Score -147763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -147765.375000 Penalty: 3588.509766
	Iteration 20F: 3 clusters Score -147765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -147769.250000 Penalty: 3588.509766
	Iteration 21Q: 3 clusters Score -147769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -147769.250000 Penalty: 3588.509766
	Iteration 22F: 3 clusters Score -147769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 21774 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 35981 members 
Mstep: Class 9 contains 27093 members 
Mstep: Class 10 contains 69371 members 
Mstep: Class 11 contains 190201 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 182151 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 215073 members 
Mstep: Class 22 contains 11657 members 
Mstep: Class 23 contains 41390 members 
Mstep: Class 24 contains 20956 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
Score: -133227784.000000 Penalty: 89259.242188
Splitting cluster 3 changes total score from -133227024.000000 to -133227784.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 4 (21774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Entering Unmasked Estep 
Score: -2941994.500000 Penalty: 2477.141113
	Iteration 0F: 2 clusters Score -2941994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2926763.000000 Penalty: 4954.282227
	Iteration 0F: 3 clusters Score -2926763 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2931900.750000 Penalty: 4954.282227
	Iteration 1F: 3 clusters Score -2931901 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2932334.750000 Penalty: 4954.282227
	Iteration 2F: 3 clusters Score -2932335 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2932699.500000 Penalty: 4954.282227
	Iteration 3Q: 3 clusters Score -2932700 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2933134.250000 Penalty: 4954.282227
	Iteration 4Q: 3 clusters Score -2933134 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2933676.000000 Penalty: 4954.282227
	Iteration 5Q: 3 clusters Score -2933676 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2934462.000000 Penalty: 4954.282227
	Iteration 6F: 3 clusters Score -2934462 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2935549.750000 Penalty: 4954.282227
	Iteration 7F: 3 clusters Score -2935550 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2936819.250000 Penalty: 4954.282227
	Iteration 8F: 3 clusters Score -2936819 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2937970.750000 Penalty: 4954.282227
	Iteration 9F: 3 clusters Score -2937971 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2938738.500000 Penalty: 4954.282227
	Iteration 10Q: 3 clusters Score -2938738 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2939231.750000 Penalty: 4954.282227
	Iteration 11Q: 3 clusters Score -2939232 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2939524.250000 Penalty: 4954.282227
	Iteration 12Q: 3 clusters Score -2939524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2939709.750000 Penalty: 4954.282227
	Iteration 13Q: 3 clusters Score -2939710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2939800.000000 Penalty: 4954.282227
	Iteration 14Q: 3 clusters Score -2939800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2939856.250000 Penalty: 4954.282227
	Iteration 15Q: 3 clusters Score -2939856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2939904.250000 Penalty: 4954.282227
	Iteration 16Q: 3 clusters Score -2939904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2939934.750000 Penalty: 4954.282227
	Iteration 17Q: 3 clusters Score -2939935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2939949.750000 Penalty: 4954.282227
	Iteration 18Q: 3 clusters Score -2939950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2939970.750000 Penalty: 4954.282227
	Iteration 19Q: 3 clusters Score -2939971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2939988.250000 Penalty: 4954.282227
	Iteration 20F: 3 clusters Score -2939988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2939992.250000 Penalty: 4954.282227
	Iteration 21Q: 3 clusters Score -2939992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2939998.500000 Penalty: 4954.282227
	Iteration 22Q: 3 clusters Score -2939998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2940002.500000 Penalty: 4954.282227
	Iteration 23Q: 3 clusters Score -2940002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2940008.000000 Penalty: 4954.282227
	Iteration 24Q: 3 clusters Score -2940008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2940012.750000 Penalty: 4954.282227
	Iteration 25Q: 3 clusters Score -2940013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2940022.250000 Penalty: 4954.282227
	Iteration 26Q: 3 clusters Score -2940022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2940026.750000 Penalty: 4954.282227
	Iteration 27Q: 3 clusters Score -2940027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2940027.750000 Penalty: 4954.282227
	Iteration 28Q: 3 clusters Score -2940028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2940037.750000 Penalty: 4954.282227
	Iteration 29Q: 3 clusters Score -2940038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2940040.750000 Penalty: 4954.282227
	Iteration 30Q: 3 clusters Score -2940041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2940045.500000 Penalty: 4954.282227
	Iteration 31Q: 3 clusters Score -2940046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2940047.250000 Penalty: 4954.282227
	Iteration 32Q: 3 clusters Score -2940047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2940045.250000 Penalty: 4954.282227
	Iteration 33Q: 3 clusters Score -2940045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2940049.500000 Penalty: 4954.282227
	Iteration 34Q: 3 clusters Score -2940050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2940051.250000 Penalty: 4954.282227
	Iteration 35Q: 3 clusters Score -2940051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2940053.000000 Penalty: 4954.282227
	Iteration 36Q: 3 clusters Score -2940053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2940049.750000 Penalty: 4954.282227
	Iteration 37Q: 3 clusters Score -2940050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2940050.750000 Penalty: 4954.282227
	Iteration 38Q: 3 clusters Score -2940051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2940053.250000 Penalty: 4954.282227
	Iteration 39Q: 3 clusters Score -2940053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2940053.250000 Penalty: 4954.282227
	Iteration 40F: 3 clusters Score -2940053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Entering Unmasked Estep 
Score: -1716502.000000 Penalty: 2347.507812
	Iteration 0F: 2 clusters Score -1716502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1706893.375000 Penalty: 4695.015625
	Iteration 0F: 3 clusters Score -1706893 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1709697.375000 Penalty: 4695.015625
	Iteration 1F: 3 clusters Score -1709697 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1710019.500000 Penalty: 4695.015625
	Iteration 2F: 3 clusters Score -1710020 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1710275.500000 Penalty: 4695.015625
	Iteration 3Q: 3 clusters Score -1710276 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1710504.875000 Penalty: 4695.015625
	Iteration 4Q: 3 clusters Score -1710505 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1710703.750000 Penalty: 4695.015625
	Iteration 5Q: 3 clusters Score -1710704 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1710936.000000 Penalty: 4695.015625
	Iteration 6Q: 3 clusters Score -1710936 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1711229.000000 Penalty: 4695.015625
	Iteration 7Q: 3 clusters Score -1711229 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1711574.750000 Penalty: 4695.015625
	Iteration 8Q: 3 clusters Score -1711575 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1711987.250000 Penalty: 4695.015625
	Iteration 9Q: 3 clusters Score -1711987 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1712446.125000 Penalty: 4695.015625
	Iteration 10Q: 3 clusters Score -1712446 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1712967.250000 Penalty: 4695.015625
	Iteration 11Q: 3 clusters Score -1712967 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1713417.750000 Penalty: 4695.015625
	Iteration 12Q: 3 clusters Score -1713418 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1713815.875000 Penalty: 4695.015625
	Iteration 13Q: 3 clusters Score -1713816 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1714068.875000 Penalty: 4695.015625
	Iteration 14Q: 3 clusters Score -1714069 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1714259.250000 Penalty: 4695.015625
	Iteration 15Q: 3 clusters Score -1714259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1714367.125000 Penalty: 4695.015625
	Iteration 16Q: 3 clusters Score -1714367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1714430.250000 Penalty: 4695.015625
	Iteration 17Q: 3 clusters Score -1714430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1714455.375000 Penalty: 4695.015625
	Iteration 18Q: 3 clusters Score -1714455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1714477.000000 Penalty: 4695.015625
	Iteration 19Q: 3 clusters Score -1714477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1714492.125000 Penalty: 4695.015625
	Iteration 20F: 3 clusters Score -1714492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1714499.625000 Penalty: 4695.015625
	Iteration 21Q: 3 clusters Score -1714500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1714504.125000 Penalty: 4695.015625
	Iteration 22Q: 3 clusters Score -1714504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1714510.750000 Penalty: 4695.015625
	Iteration 23Q: 3 clusters Score -1714511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1714514.000000 Penalty: 4695.015625
	Iteration 24Q: 3 clusters Score -1714514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1714515.875000 Penalty: 4695.015625
	Iteration 25Q: 3 clusters Score -1714516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1714518.000000 Penalty: 4695.015625
	Iteration 26Q: 3 clusters Score -1714518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1714521.375000 Penalty: 4695.015625
	Iteration 27Q: 3 clusters Score -1714521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1714521.000000 Penalty: 4695.015625
	Iteration 28Q: 3 clusters Score -1714521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1714521.000000 Penalty: 4695.015625
	Iteration 29F: 3 clusters Score -1714521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Entering Unmasked Estep 
Score: -1613302.375000 Penalty: 2338.828613
	Iteration 0F: 2 clusters Score -1613302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1604135.375000 Penalty: 4677.657227
	Iteration 0F: 3 clusters Score -1604135 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1606892.000000 Penalty: 4677.657227
	Iteration 1F: 3 clusters Score -1606892 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1607233.000000 Penalty: 4677.657227
	Iteration 2F: 3 clusters Score -1607233 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1607500.750000 Penalty: 4677.657227
	Iteration 3F: 3 clusters Score -1607501 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1607768.000000 Penalty: 4677.657227
	Iteration 4Q: 3 clusters Score -1607768 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1608012.375000 Penalty: 4677.657227
	Iteration 5Q: 3 clusters Score -1608012 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1608271.250000 Penalty: 4677.657227
	Iteration 6Q: 3 clusters Score -1608271 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1608622.750000 Penalty: 4677.657227
	Iteration 7Q: 3 clusters Score -1608623 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1609085.375000 Penalty: 4677.657227
	Iteration 8Q: 3 clusters Score -1609085 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1609645.000000 Penalty: 4677.657227
	Iteration 9F: 3 clusters Score -1609645 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1610234.125000 Penalty: 4677.657227
	Iteration 10Q: 3 clusters Score -1610234 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1610694.250000 Penalty: 4677.657227
	Iteration 11Q: 3 clusters Score -1610694 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1610993.250000 Penalty: 4677.657227
	Iteration 12Q: 3 clusters Score -1610993 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1611134.750000 Penalty: 4677.657227
	Iteration 13Q: 3 clusters Score -1611135 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1611223.125000 Penalty: 4677.657227
	Iteration 14Q: 3 clusters Score -1611223 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1611260.875000 Penalty: 4677.657227
	Iteration 15Q: 3 clusters Score -1611261 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1611287.875000 Penalty: 4677.657227
	Iteration 16Q: 3 clusters Score -1611288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1611302.125000 Penalty: 4677.657227
	Iteration 17Q: 3 clusters Score -1611302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1611316.750000 Penalty: 4677.657227
	Iteration 18Q: 3 clusters Score -1611317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1611334.750000 Penalty: 4677.657227
	Iteration 19Q: 3 clusters Score -1611335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1611341.500000 Penalty: 4677.657227
	Iteration 20F: 3 clusters Score -1611342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1611353.000000 Penalty: 4677.657227
	Iteration 21Q: 3 clusters Score -1611353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1611357.375000 Penalty: 4677.657227
	Iteration 22Q: 3 clusters Score -1611357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1611369.250000 Penalty: 4677.657227
	Iteration 23Q: 3 clusters Score -1611369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1611373.500000 Penalty: 4677.657227
	Iteration 24Q: 3 clusters Score -1611374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1611376.000000 Penalty: 4677.657227
	Iteration 25Q: 3 clusters Score -1611376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1611380.125000 Penalty: 4677.657227
	Iteration 26Q: 3 clusters Score -1611380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1611382.125000 Penalty: 4677.657227
	Iteration 27Q: 3 clusters Score -1611382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1611384.375000 Penalty: 4677.657227
	Iteration 28Q: 3 clusters Score -1611384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1611389.875000 Penalty: 4677.657227
	Iteration 29Q: 3 clusters Score -1611390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1611389.625000 Penalty: 4677.657227
	Iteration 30Q: 3 clusters Score -1611390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1611396.625000 Penalty: 4677.657227
	Iteration 31Q: 3 clusters Score -1611397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1611399.500000 Penalty: 4677.657227
	Iteration 32Q: 3 clusters Score -1611400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1611401.625000 Penalty: 4677.657227
	Iteration 33Q: 3 clusters Score -1611402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1611404.500000 Penalty: 4677.657227
	Iteration 34Q: 3 clusters Score -1611404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1611405.250000 Penalty: 4677.657227
	Iteration 35Q: 3 clusters Score -1611405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1611402.750000 Penalty: 4677.657227
	Iteration 36Q: 3 clusters Score -1611403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1611401.000000 Penalty: 4677.657227
	Iteration 37Q: 3 clusters Score -1611401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1611401.250000 Penalty: 4677.657227
	Iteration 38Q: 3 clusters Score -1611401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1611400.500000 Penalty: 4677.657227
	Iteration 39Q: 3 clusters Score -1611400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1611399.500000 Penalty: 4677.657227
	Iteration 40F: 3 clusters Score -1611400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1611402.500000 Penalty: 4677.657227
	Iteration 41Q: 3 clusters Score -1611402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1611402.500000 Penalty: 4677.657227
	Iteration 42Q: 3 clusters Score -1611402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1611405.250000 Penalty: 4677.657227
	Iteration 43Q: 3 clusters Score -1611405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1611404.000000 Penalty: 4677.657227
	Iteration 44Q: 3 clusters Score -1611404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1611404.000000 Penalty: 4677.657227
	Iteration 45F: 3 clusters Score -1611404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Entering Unmasked Estep 
Score: -6072986.500000 Penalty: 2658.653809
	Iteration 0F: 2 clusters Score -6072986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -6042531.500000 Penalty: 5317.307617
	Iteration 0F: 3 clusters Score -6042532 nChanged 20710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -6053974.500000 Penalty: 5317.307617
	Iteration 1F: 3 clusters Score -6053974 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -6054419.000000 Penalty: 5317.307617
	Iteration 2Q: 3 clusters Score -6054419 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -6054837.000000 Penalty: 5317.307617
	Iteration 3Q: 3 clusters Score -6054837 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -6055197.500000 Penalty: 5317.307617
	Iteration 4Q: 3 clusters Score -6055198 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -6055651.500000 Penalty: 5317.307617
	Iteration 5Q: 3 clusters Score -6055652 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -6056220.500000 Penalty: 5317.307617
	Iteration 6Q: 3 clusters Score -6056220 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -6057123.000000 Penalty: 5317.307617
	Iteration 7Q: 3 clusters Score -6057123 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -6058594.000000 Penalty: 5317.307617
	Iteration 8F: 3 clusters Score -6058594 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -6060861.500000 Penalty: 5317.307617
	Iteration 9F: 3 clusters Score -6060862 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -6063906.500000 Penalty: 5317.307617
	Iteration 10F: 3 clusters Score -6063906 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6066963.500000 Penalty: 5317.307617
	Iteration 11F: 3 clusters Score -6066964 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6069005.500000 Penalty: 5317.307617
	Iteration 12Q: 3 clusters Score -6069006 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6069958.000000 Penalty: 5317.307617
	Iteration 13Q: 3 clusters Score -6069958 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6070334.500000 Penalty: 5317.307617
	Iteration 14Q: 3 clusters Score -6070334 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6070460.000000 Penalty: 5317.307617
	Iteration 15Q: 3 clusters Score -6070460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6070548.500000 Penalty: 5317.307617
	Iteration 16Q: 3 clusters Score -6070548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6070584.000000 Penalty: 5317.307617
	Iteration 17Q: 3 clusters Score -6070584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6070609.000000 Penalty: 5317.307617
	Iteration 18Q: 3 clusters Score -6070609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6070627.000000 Penalty: 5317.307617
	Iteration 19Q: 3 clusters Score -6070627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6070636.000000 Penalty: 5317.307617
	Iteration 20F: 3 clusters Score -6070636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6070643.500000 Penalty: 5317.307617
	Iteration 21Q: 3 clusters Score -6070644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6070647.500000 Penalty: 5317.307617
	Iteration 22Q: 3 clusters Score -6070648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6070648.500000 Penalty: 5317.307617
	Iteration 23Q: 3 clusters Score -6070648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6070646.500000 Penalty: 5317.307617
	Iteration 24Q: 3 clusters Score -6070646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6070650.500000 Penalty: 5317.307617
	Iteration 25Q: 3 clusters Score -6070650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6070650.500000 Penalty: 5317.307617
	Iteration 26F: 3 clusters Score -6070650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Entering Unmasked Estep 
Score: -4465309.500000 Penalty: 2601.705078
	Iteration 0F: 2 clusters Score -4465310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -4440927.000000 Penalty: 5203.410156
	Iteration 0F: 3 clusters Score -4440927 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4449971.000000 Penalty: 5203.410156
	Iteration 1F: 3 clusters Score -4449971 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -4450478.000000 Penalty: 5203.410156
	Iteration 2Q: 3 clusters Score -4450478 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4450925.500000 Penalty: 5203.410156
	Iteration 3Q: 3 clusters Score -4450926 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4451375.000000 Penalty: 5203.410156
	Iteration 4Q: 3 clusters Score -4451375 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4451810.000000 Penalty: 5203.410156
	Iteration 5Q: 3 clusters Score -4451810 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4452342.500000 Penalty: 5203.410156
	Iteration 6Q: 3 clusters Score -4452342 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4452956.000000 Penalty: 5203.410156
	Iteration 7Q: 3 clusters Score -4452956 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4453694.500000 Penalty: 5203.410156
	Iteration 8Q: 3 clusters Score -4453694 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4454628.000000 Penalty: 5203.410156
	Iteration 9Q: 3 clusters Score -4454628 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -4455824.500000 Penalty: 5203.410156
	Iteration 10F: 3 clusters Score -4455824 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4457213.000000 Penalty: 5203.410156
	Iteration 11F: 3 clusters Score -4457213 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -4458653.500000 Penalty: 5203.410156
	Iteration 12F: 3 clusters Score -4458654 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4459898.000000 Penalty: 5203.410156
	Iteration 13Q: 3 clusters Score -4459898 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4460816.000000 Penalty: 5203.410156
	Iteration 14Q: 3 clusters Score -4460816 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -4461401.500000 Penalty: 5203.410156
	Iteration 15Q: 3 clusters Score -4461402 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -4461787.500000 Penalty: 5203.410156
	Iteration 16Q: 3 clusters Score -4461788 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4462078.500000 Penalty: 5203.410156
	Iteration 17Q: 3 clusters Score -4462078 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4462315.500000 Penalty: 5203.410156
	Iteration 18Q: 3 clusters Score -4462316 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4462555.000000 Penalty: 5203.410156
	Iteration 19Q: 3 clusters Score -4462555 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4462661.500000 Penalty: 5203.410156
	Iteration 20F: 3 clusters Score -4462662 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4462744.000000 Penalty: 5203.410156
	Iteration 21Q: 3 clusters Score -4462744 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4462784.500000 Penalty: 5203.410156
	Iteration 22Q: 3 clusters Score -4462784 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4462832.500000 Penalty: 5203.410156
	Iteration 23Q: 3 clusters Score -4462832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4462875.500000 Penalty: 5203.410156
	Iteration 24Q: 3 clusters Score -4462876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4462903.500000 Penalty: 5203.410156
	Iteration 25Q: 3 clusters Score -4462904 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4462931.500000 Penalty: 5203.410156
	Iteration 26Q: 3 clusters Score -4462932 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4462941.500000 Penalty: 5203.410156
	Iteration 27Q: 3 clusters Score -4462942 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4462973.000000 Penalty: 5203.410156
	Iteration 28Q: 3 clusters Score -4462973 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4462999.500000 Penalty: 5203.410156
	Iteration 29Q: 3 clusters Score -4463000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4463022.500000 Penalty: 5203.410156
	Iteration 30Q: 3 clusters Score -4463022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4463055.000000 Penalty: 5203.410156
	Iteration 31Q: 3 clusters Score -4463055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -4463062.500000 Penalty: 5203.410156
	Iteration 32Q: 3 clusters Score -4463062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4463066.000000 Penalty: 5203.410156
	Iteration 33Q: 3 clusters Score -4463066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4463071.500000 Penalty: 5203.410156
	Iteration 34Q: 3 clusters Score -4463072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -4463083.500000 Penalty: 5203.410156
	Iteration 35Q: 3 clusters Score -4463084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4463097.500000 Penalty: 5203.410156
	Iteration 36Q: 3 clusters Score -4463098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4463109.000000 Penalty: 5203.410156
	Iteration 37Q: 3 clusters Score -4463109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4463109.500000 Penalty: 5203.410156
	Iteration 38Q: 3 clusters Score -4463110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4463118.500000 Penalty: 5203.410156
	Iteration 39Q: 3 clusters Score -4463118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -4463137.000000 Penalty: 5203.410156
	Iteration 40F: 3 clusters Score -4463137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -4463149.000000 Penalty: 5203.410156
	Iteration 41Q: 3 clusters Score -4463149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4463149.000000 Penalty: 5203.410156
	Iteration 42Q: 3 clusters Score -4463149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4463157.000000 Penalty: 5203.410156
	Iteration 43Q: 3 clusters Score -4463157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4463167.000000 Penalty: 5203.410156
	Iteration 44Q: 3 clusters Score -4463167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4463168.000000 Penalty: 5203.410156
	Iteration 45Q: 3 clusters Score -4463168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4463171.000000 Penalty: 5203.410156
	Iteration 46Q: 3 clusters Score -4463171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4463176.500000 Penalty: 5203.410156
	Iteration 47Q: 3 clusters Score -4463176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4463177.500000 Penalty: 5203.410156
	Iteration 48Q: 3 clusters Score -4463178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4463177.500000 Penalty: 5203.410156
	Iteration 49Q: 3 clusters Score -4463178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4463178.000000 Penalty: 5203.410156
	Iteration 50Q: 3 clusters Score -4463178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4463181.000000 Penalty: 5203.410156
	Iteration 51Q: 3 clusters Score -4463181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -4463181.500000 Penalty: 5203.410156
	Iteration 52Q: 3 clusters Score -4463182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4463187.000000 Penalty: 5203.410156
	Iteration 53Q: 3 clusters Score -4463187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4463181.500000 Penalty: 5203.410156
	Iteration 54Q: 3 clusters Score -4463182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4463186.000000 Penalty: 5203.410156
	Iteration 55Q: 3 clusters Score -4463186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4463182.000000 Penalty: 5203.410156
	Iteration 56Q: 3 clusters Score -4463182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4463189.000000 Penalty: 5203.410156
	Iteration 57Q: 3 clusters Score -4463189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4463197.500000 Penalty: 5203.410156
	Iteration 58Q: 3 clusters Score -4463198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4463193.000000 Penalty: 5203.410156
	Iteration 59Q: 3 clusters Score -4463193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4463189.500000 Penalty: 5203.410156
	Iteration 60F: 3 clusters Score -4463190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4463192.500000 Penalty: 5203.410156
	Iteration 61Q: 3 clusters Score -4463192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4463191.500000 Penalty: 5203.410156
	Iteration 62Q: 3 clusters Score -4463192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4463192.000000 Penalty: 5203.410156
	Iteration 63Q: 3 clusters Score -4463192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4463193.500000 Penalty: 5203.410156
	Iteration 64Q: 3 clusters Score -4463194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -4463193.000000 Penalty: 5203.410156
	Iteration 65Q: 3 clusters Score -4463193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4463196.500000 Penalty: 5203.410156
	Iteration 66Q: 3 clusters Score -4463196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4463195.000000 Penalty: 5203.410156
	Iteration 67Q: 3 clusters Score -4463195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4463191.500000 Penalty: 5203.410156
	Iteration 68Q: 3 clusters Score -4463192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4463193.000000 Penalty: 5203.410156
	Iteration 69Q: 3 clusters Score -4463193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -4463196.000000 Penalty: 5203.410156
	Iteration 70Q: 3 clusters Score -4463196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4463199.500000 Penalty: 5203.410156
	Iteration 71Q: 3 clusters Score -4463200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4463198.500000 Penalty: 5203.410156
	Iteration 72Q: 3 clusters Score -4463198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4463197.500000 Penalty: 5203.410156
	Iteration 73Q: 3 clusters Score -4463198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4463202.500000 Penalty: 5203.410156
	Iteration 74Q: 3 clusters Score -4463202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4463199.000000 Penalty: 5203.410156
	Iteration 75Q: 3 clusters Score -4463199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4463202.000000 Penalty: 5203.410156
	Iteration 76Q: 3 clusters Score -4463202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4463206.500000 Penalty: 5203.410156
	Iteration 77Q: 3 clusters Score -4463206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4463208.000000 Penalty: 5203.410156
	Iteration 78Q: 3 clusters Score -4463208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4463208.000000 Penalty: 5203.410156
	Iteration 79F: 3 clusters Score -4463208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Entering Unmasked Estep 
Score: -3656616.500000 Penalty: 2531.343506
	Iteration 0F: 2 clusters Score -3656616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3638012.250000 Penalty: 5062.687012
	Iteration 0F: 3 clusters Score -3638012 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3644503.250000 Penalty: 5062.687012
	Iteration 1F: 3 clusters Score -3644503 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3644903.250000 Penalty: 5062.687012
	Iteration 2Q: 3 clusters Score -3644903 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3645279.750000 Penalty: 5062.687012
	Iteration 3Q: 3 clusters Score -3645280 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3645650.500000 Penalty: 5062.687012
	Iteration 4Q: 3 clusters Score -3645650 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3646081.500000 Penalty: 5062.687012
	Iteration 5Q: 3 clusters Score -3646082 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3646556.500000 Penalty: 5062.687012
	Iteration 6Q: 3 clusters Score -3646556 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3647152.750000 Penalty: 5062.687012
	Iteration 7Q: 3 clusters Score -3647153 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3647756.250000 Penalty: 5062.687012
	Iteration 8Q: 3 clusters Score -3647756 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3648461.250000 Penalty: 5062.687012
	Iteration 9Q: 3 clusters Score -3648461 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3649181.750000 Penalty: 5062.687012
	Iteration 10Q: 3 clusters Score -3649182 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3649987.250000 Penalty: 5062.687012
	Iteration 11Q: 3 clusters Score -3649987 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3650818.750000 Penalty: 5062.687012
	Iteration 12Q: 3 clusters Score -3650819 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3651595.250000 Penalty: 5062.687012
	Iteration 13Q: 3 clusters Score -3651595 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3652365.500000 Penalty: 5062.687012
	Iteration 14Q: 3 clusters Score -3652366 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3652994.250000 Penalty: 5062.687012
	Iteration 15Q: 3 clusters Score -3652994 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3653466.250000 Penalty: 5062.687012
	Iteration 16Q: 3 clusters Score -3653466 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3653751.500000 Penalty: 5062.687012
	Iteration 17Q: 3 clusters Score -3653752 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3653970.250000 Penalty: 5062.687012
	Iteration 18Q: 3 clusters Score -3653970 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3654110.000000 Penalty: 5062.687012
	Iteration 19Q: 3 clusters Score -3654110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3654197.750000 Penalty: 5062.687012
	Iteration 20F: 3 clusters Score -3654198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3654251.500000 Penalty: 5062.687012
	Iteration 21Q: 3 clusters Score -3654252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3654303.250000 Penalty: 5062.687012
	Iteration 22Q: 3 clusters Score -3654303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3654326.250000 Penalty: 5062.687012
	Iteration 23Q: 3 clusters Score -3654326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3654346.500000 Penalty: 5062.687012
	Iteration 24Q: 3 clusters Score -3654346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3654358.250000 Penalty: 5062.687012
	Iteration 25Q: 3 clusters Score -3654358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3654370.000000 Penalty: 5062.687012
	Iteration 26Q: 3 clusters Score -3654370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3654374.500000 Penalty: 5062.687012
	Iteration 27Q: 3 clusters Score -3654374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3654388.000000 Penalty: 5062.687012
	Iteration 28Q: 3 clusters Score -3654388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3654405.000000 Penalty: 5062.687012
	Iteration 29Q: 3 clusters Score -3654405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3654412.750000 Penalty: 5062.687012
	Iteration 30Q: 3 clusters Score -3654413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3654412.750000 Penalty: 5062.687012
	Iteration 31Q: 3 clusters Score -3654413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3654411.750000 Penalty: 5062.687012
	Iteration 32Q: 3 clusters Score -3654412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3654411.000000 Penalty: 5062.687012
	Iteration 33Q: 3 clusters Score -3654411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3654414.750000 Penalty: 5062.687012
	Iteration 34Q: 3 clusters Score -3654415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3654415.000000 Penalty: 5062.687012
	Iteration 35Q: 3 clusters Score -3654415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3654415.000000 Penalty: 5062.687012
	Iteration 36Q: 3 clusters Score -3654415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3654415.250000 Penalty: 5062.687012
	Iteration 37Q: 3 clusters Score -3654415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3654416.250000 Penalty: 5062.687012
	Iteration 38Q: 3 clusters Score -3654416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3654416.250000 Penalty: 5062.687012
	Iteration 39F: 3 clusters Score -3654416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Entering Unmasked Estep 
Score: -9280409.000000 Penalty: 2764.511719
	Iteration 0F: 2 clusters Score -9280409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -9233927.000000 Penalty: 5529.023438
	Iteration 0F: 3 clusters Score -9233927 nChanged 32361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -9252008.000000 Penalty: 5529.023438
	Iteration 1F: 3 clusters Score -9252008 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -9252679.000000 Penalty: 5529.023438
	Iteration 2Q: 3 clusters Score -9252679 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -9253422.000000 Penalty: 5529.023438
	Iteration 3Q: 3 clusters Score -9253422 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -9254379.000000 Penalty: 5529.023438
	Iteration 4Q: 3 clusters Score -9254379 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -9255891.000000 Penalty: 5529.023438
	Iteration 5Q: 3 clusters Score -9255891 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -9258304.000000 Penalty: 5529.023438
	Iteration 6F: 3 clusters Score -9258304 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -9262007.000000 Penalty: 5529.023438
	Iteration 7F: 3 clusters Score -9262007 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -9266867.000000 Penalty: 5529.023438
	Iteration 8F: 3 clusters Score -9266867 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -9272042.000000 Penalty: 5529.023438
	Iteration 9F: 3 clusters Score -9272042 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -9275824.000000 Penalty: 5529.023438
	Iteration 10F: 3 clusters Score -9275824 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -9277839.000000 Penalty: 5529.023438
	Iteration 11Q: 3 clusters Score -9277839 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -9278681.000000 Penalty: 5529.023438
	Iteration 12Q: 3 clusters Score -9278681 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -9279046.000000 Penalty: 5529.023438
	Iteration 13Q: 3 clusters Score -9279046 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -9279179.000000 Penalty: 5529.023438
	Iteration 14Q: 3 clusters Score -9279179 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -9279283.000000 Penalty: 5529.023438
	Iteration 15Q: 3 clusters Score -9279283 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -9279389.000000 Penalty: 5529.023438
	Iteration 16Q: 3 clusters Score -9279389 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -9279462.000000 Penalty: 5529.023438
	Iteration 17Q: 3 clusters Score -9279462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -9279490.000000 Penalty: 5529.023438
	Iteration 18Q: 3 clusters Score -9279490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -9279519.000000 Penalty: 5529.023438
	Iteration 19Q: 3 clusters Score -9279519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -9279528.000000 Penalty: 5529.023438
	Iteration 20F: 3 clusters Score -9279528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -9279557.000000 Penalty: 5529.023438
	Iteration 21Q: 3 clusters Score -9279557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -9279572.000000 Penalty: 5529.023438
	Iteration 22Q: 3 clusters Score -9279572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 68264 members 
Entering Unmasked Estep 
Score: -9279589.000000 Penalty: 5529.023438
	Iteration 23Q: 3 clusters Score -9279589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -9279604.000000 Penalty: 5529.023438
	Iteration 24Q: 3 clusters Score -9279604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -9279628.000000 Penalty: 5529.023438
	Iteration 25Q: 3 clusters Score -9279628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -9279636.000000 Penalty: 5529.023438
	Iteration 26Q: 3 clusters Score -9279636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -9279632.000000 Penalty: 5529.023438
	Iteration 27Q: 3 clusters Score -9279632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -9279629.000000 Penalty: 5529.023438
	Iteration 28Q: 3 clusters Score -9279629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -9279642.000000 Penalty: 5529.023438
	Iteration 29Q: 3 clusters Score -9279642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -9279635.000000 Penalty: 5529.023438
	Iteration 30Q: 3 clusters Score -9279635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -9279640.000000 Penalty: 5529.023438
	Iteration 31Q: 3 clusters Score -9279640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -9279641.000000 Penalty: 5529.023438
	Iteration 32Q: 3 clusters Score -9279641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -9279647.000000 Penalty: 5529.023438
	Iteration 33Q: 3 clusters Score -9279647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -9279647.000000 Penalty: 5529.023438
	Iteration 34F: 3 clusters Score -9279647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190201 members 
Entering Unmasked Estep 
Score: -25178356.000000 Penalty: 3014.647705
	Iteration 0F: 2 clusters Score -2.517836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 94821 members 
Entering Unmasked Estep 
Score: -25069746.000000 Penalty: 6029.295410
	Iteration 0F: 3 clusters Score -2.506975e+07 nChanged 91347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -25123294.000000 Penalty: 6029.295410
	Iteration 1F: 3 clusters Score -2.512329e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -25124386.000000 Penalty: 6029.295410
	Iteration 2Q: 3 clusters Score -2.512439e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -25126282.000000 Penalty: 6029.295410
	Iteration 3Q: 3 clusters Score -2.512628e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -25128790.000000 Penalty: 6029.295410
	Iteration 4Q: 3 clusters Score -2.512879e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113905 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -25132920.000000 Penalty: 6029.295410
	Iteration 5Q: 3 clusters Score -2.513292e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122552 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -25139802.000000 Penalty: 6029.295410
	Iteration 6F: 3 clusters Score -2.51398e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132760 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -25148406.000000 Penalty: 6029.295410
	Iteration 7F: 3 clusters Score -2.514841e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142389 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -25157042.000000 Penalty: 6029.295410
	Iteration 8F: 3 clusters Score -2.515704e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -25163598.000000 Penalty: 6029.295410
	Iteration 9F: 3 clusters Score -2.51636e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155315 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -25167878.000000 Penalty: 6029.295410
	Iteration 10Q: 3 clusters Score -2.516788e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159243 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -25170626.000000 Penalty: 6029.295410
	Iteration 11Q: 3 clusters Score -2.517063e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162303 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -25172310.000000 Penalty: 6029.295410
	Iteration 12Q: 3 clusters Score -2.517231e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -25173056.000000 Penalty: 6029.295410
	Iteration 13Q: 3 clusters Score -2.517306e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -25173714.000000 Penalty: 6029.295410
	Iteration 14Q: 3 clusters Score -2.517371e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169299 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -25174080.000000 Penalty: 6029.295410
	Iteration 15Q: 3 clusters Score -2.517408e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171161 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -25174470.000000 Penalty: 6029.295410
	Iteration 16Q: 3 clusters Score -2.517447e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172912 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -25174804.000000 Penalty: 6029.295410
	Iteration 17Q: 3 clusters Score -2.51748e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174549 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -25175026.000000 Penalty: 6029.295410
	Iteration 18Q: 3 clusters Score -2.517503e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176107 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -25175246.000000 Penalty: 6029.295410
	Iteration 19Q: 3 clusters Score -2.517525e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177602 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -25175442.000000 Penalty: 6029.295410
	Iteration 20F: 3 clusters Score -2.517544e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178988 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -25175594.000000 Penalty: 6029.295410
	Iteration 21Q: 3 clusters Score -2.517559e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180245 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -25175628.000000 Penalty: 6029.295410
	Iteration 22Q: 3 clusters Score -2.517563e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181384 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -25175750.000000 Penalty: 6029.295410
	Iteration 23Q: 3 clusters Score -2.517575e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182444 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -25175866.000000 Penalty: 6029.295410
	Iteration 24Q: 3 clusters Score -2.517587e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183386 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -25175838.000000 Penalty: 6029.295410
	Iteration 25Q: 3 clusters Score -2.517584e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -25176006.000000 Penalty: 6029.295410
	Iteration 26Q: 3 clusters Score -2.517601e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184880 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -25176120.000000 Penalty: 6029.295410
	Iteration 27Q: 3 clusters Score -2.517612e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185476 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -25176152.000000 Penalty: 6029.295410
	Iteration 28Q: 3 clusters Score -2.517615e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185994 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -25176244.000000 Penalty: 6029.295410
	Iteration 29Q: 3 clusters Score -2.517624e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186443 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -25176268.000000 Penalty: 6029.295410
	Iteration 30Q: 3 clusters Score -2.517627e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186837 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -25176322.000000 Penalty: 6029.295410
	Iteration 31Q: 3 clusters Score -2.517632e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187133 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -25176430.000000 Penalty: 6029.295410
	Iteration 32Q: 3 clusters Score -2.517643e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187400 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -25176398.000000 Penalty: 6029.295410
	Iteration 33Q: 3 clusters Score -2.51764e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187622 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -25176376.000000 Penalty: 6029.295410
	Iteration 34Q: 3 clusters Score -2.517638e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187810 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -25176384.000000 Penalty: 6029.295410
	Iteration 35Q: 3 clusters Score -2.517638e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187957 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -25176384.000000 Penalty: 6029.295410
	Iteration 36Q: 3 clusters Score -2.517638e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188077 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -25176364.000000 Penalty: 6029.295410
	Iteration 37Q: 3 clusters Score -2.517636e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188158 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -25176354.000000 Penalty: 6029.295410
	Iteration 38Q: 3 clusters Score -2.517635e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188233 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -25176344.000000 Penalty: 6029.295410
	Iteration 39Q: 3 clusters Score -2.517634e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188309 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -25176362.000000 Penalty: 6029.295410
	Iteration 40F: 3 clusters Score -2.517636e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188368 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -25176338.000000 Penalty: 6029.295410
	Iteration 41Q: 3 clusters Score -2.517634e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188416 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -25176374.000000 Penalty: 6029.295410
	Iteration 42Q: 3 clusters Score -2.517637e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188461 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -25176384.000000 Penalty: 6029.295410
	Iteration 43Q: 3 clusters Score -2.517638e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188502 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -25176384.000000 Penalty: 6029.295410
	Iteration 44Q: 3 clusters Score -2.517638e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188539 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -25176372.000000 Penalty: 6029.295410
	Iteration 45Q: 3 clusters Score -2.517637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188579 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -25176368.000000 Penalty: 6029.295410
	Iteration 46Q: 3 clusters Score -2.517637e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188608 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -25176346.000000 Penalty: 6029.295410
	Iteration 47Q: 3 clusters Score -2.517635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188627 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -25176332.000000 Penalty: 6029.295410
	Iteration 48Q: 3 clusters Score -2.517633e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188649 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25176348.000000 Penalty: 6029.295410
	Iteration 49Q: 3 clusters Score -2.517635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188671 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -25176380.000000 Penalty: 6029.295410
	Iteration 50Q: 3 clusters Score -2.517638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188691 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -25176354.000000 Penalty: 6029.295410
	Iteration 51Q: 3 clusters Score -2.517635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188710 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -25176340.000000 Penalty: 6029.295410
	Iteration 52Q: 3 clusters Score -2.517634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188732 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -25176354.000000 Penalty: 6029.295410
	Iteration 53Q: 3 clusters Score -2.517635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188753 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -25176336.000000 Penalty: 6029.295410
	Iteration 54Q: 3 clusters Score -2.517634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188760 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -25176348.000000 Penalty: 6029.295410
	Iteration 55Q: 3 clusters Score -2.517635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188770 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -25176334.000000 Penalty: 6029.295410
	Iteration 56Q: 3 clusters Score -2.517633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188774 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -25176364.000000 Penalty: 6029.295410
	Iteration 57Q: 3 clusters Score -2.517636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188783 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -25176382.000000 Penalty: 6029.295410
	Iteration 58Q: 3 clusters Score -2.517638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188793 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -25176370.000000 Penalty: 6029.295410
	Iteration 59Q: 3 clusters Score -2.517637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188799 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -25176378.000000 Penalty: 6029.295410
	Iteration 60F: 3 clusters Score -2.517638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188806 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -25176378.000000 Penalty: 6029.295410
	Iteration 61Q: 3 clusters Score -2.517638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188810 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -25176348.000000 Penalty: 6029.295410
	Iteration 62Q: 3 clusters Score -2.517635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188811 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -25176352.000000 Penalty: 6029.295410
	Iteration 63Q: 3 clusters Score -2.517635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188813 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -25176376.000000 Penalty: 6029.295410
	Iteration 64Q: 3 clusters Score -2.517638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188813 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -25176376.000000 Penalty: 6029.295410
	Iteration 65F: 3 clusters Score -2.517638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -236423.359375 Penalty: 1862.315063
	Iteration 0F: 2 clusters Score -236423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -233869.031250 Penalty: 3724.630127
	Iteration 0F: 3 clusters Score -233869 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234308.593750 Penalty: 3724.630127
	Iteration 1F: 3 clusters Score -234308.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -234417.250000 Penalty: 3724.630127
	Iteration 2F: 3 clusters Score -234417.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -234466.484375 Penalty: 3724.630127
	Iteration 3Q: 3 clusters Score -234466.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234506.734375 Penalty: 3724.630127
	Iteration 4Q: 3 clusters Score -234506.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234528.593750 Penalty: 3724.630127
	Iteration 5Q: 3 clusters Score -234528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -234533.968750 Penalty: 3724.630127
	Iteration 6Q: 3 clusters Score -234534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -234538.828125 Penalty: 3724.630127
	Iteration 7Q: 3 clusters Score -234538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -234540.062500 Penalty: 3724.630127
	Iteration 8Q: 3 clusters Score -234540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -234541.546875 Penalty: 3724.630127
	Iteration 9Q: 3 clusters Score -234541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -234543.546875 Penalty: 3724.630127
	Iteration 10Q: 3 clusters Score -234543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -234546.500000 Penalty: 3724.630127
	Iteration 11Q: 3 clusters Score -234546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234549.281250 Penalty: 3724.630127
	Iteration 12Q: 3 clusters Score -234549.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -234552.218750 Penalty: 3724.630127
	Iteration 13Q: 3 clusters Score -234552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -234555.109375 Penalty: 3724.630127
	Iteration 14Q: 3 clusters Score -234555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234556.453125 Penalty: 3724.630127
	Iteration 15Q: 3 clusters Score -234556.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -234561.109375 Penalty: 3724.630127
	Iteration 16Q: 3 clusters Score -234561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -234565.718750 Penalty: 3724.630127
	Iteration 17Q: 3 clusters Score -234565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -234571.078125 Penalty: 3724.630127
	Iteration 18Q: 3 clusters Score -234571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -234575.234375 Penalty: 3724.630127
	Iteration 19Q: 3 clusters Score -234575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -234577.234375 Penalty: 3724.630127
	Iteration 20F: 3 clusters Score -234577.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -234580.156250 Penalty: 3724.630127
	Iteration 21Q: 3 clusters Score -234580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -234582.421875 Penalty: 3724.630127
	Iteration 22Q: 3 clusters Score -234582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -234584.312500 Penalty: 3724.630127
	Iteration 23Q: 3 clusters Score -234584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234585.250000 Penalty: 3724.630127
	Iteration 24Q: 3 clusters Score -234585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -234585.640625 Penalty: 3724.630127
	Iteration 25Q: 3 clusters Score -234585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -234585.750000 Penalty: 3724.630127
	Iteration 26Q: 3 clusters Score -234585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -234585.750000 Penalty: 3724.630127
	Iteration 27F: 3 clusters Score -234585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182151 members 
Entering Unmasked Estep 
Score: -24175352.000000 Penalty: 3003.922852
	Iteration 0F: 2 clusters Score -2.417535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -24056086.000000 Penalty: 6007.845703
	Iteration 0F: 3 clusters Score -2.405609e+07 nChanged 87321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -24107138.000000 Penalty: 6007.845703
	Iteration 1F: 3 clusters Score -2.410714e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -24108390.000000 Penalty: 6007.845703
	Iteration 2Q: 3 clusters Score -2.410839e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -24109588.000000 Penalty: 6007.845703
	Iteration 3Q: 3 clusters Score -2.410959e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -24111824.000000 Penalty: 6007.845703
	Iteration 4Q: 3 clusters Score -2.411182e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -24115030.000000 Penalty: 6007.845703
	Iteration 5Q: 3 clusters Score -2.411503e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -24120584.000000 Penalty: 6007.845703
	Iteration 6F: 3 clusters Score -2.412058e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97922 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -24128604.000000 Penalty: 6007.845703
	Iteration 7F: 3 clusters Score -2.41286e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -24138192.000000 Penalty: 6007.845703
	Iteration 8F: 3 clusters Score -2.413819e+07 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -24147982.000000 Penalty: 6007.845703
	Iteration 9F: 3 clusters Score -2.414798e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -24154608.000000 Penalty: 6007.845703
	Iteration 10F: 3 clusters Score -2.415461e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117001 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -24158040.000000 Penalty: 6007.845703
	Iteration 11Q: 3 clusters Score -2.415804e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -24160056.000000 Penalty: 6007.845703
	Iteration 12Q: 3 clusters Score -2.416006e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124679 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -24161386.000000 Penalty: 6007.845703
	Iteration 13Q: 3 clusters Score -2.416139e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128361 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -24162676.000000 Penalty: 6007.845703
	Iteration 14Q: 3 clusters Score -2.416268e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132093 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -24164238.000000 Penalty: 6007.845703
	Iteration 15Q: 3 clusters Score -2.416424e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -24165770.000000 Penalty: 6007.845703
	Iteration 16Q: 3 clusters Score -2.416577e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139322 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -24167050.000000 Penalty: 6007.845703
	Iteration 17Q: 3 clusters Score -2.416705e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142699 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -24168430.000000 Penalty: 6007.845703
	Iteration 18Q: 3 clusters Score -2.416843e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145954 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -24169768.000000 Penalty: 6007.845703
	Iteration 19Q: 3 clusters Score -2.416977e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -24171190.000000 Penalty: 6007.845703
	Iteration 20F: 3 clusters Score -2.417119e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151879 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -24172524.000000 Penalty: 6007.845703
	Iteration 21Q: 3 clusters Score -2.417252e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154443 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -24173440.000000 Penalty: 6007.845703
	Iteration 22Q: 3 clusters Score -2.417344e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -24174284.000000 Penalty: 6007.845703
	Iteration 23Q: 3 clusters Score -2.417428e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -24174920.000000 Penalty: 6007.845703
	Iteration 24Q: 3 clusters Score -2.417492e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160439 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -24175414.000000 Penalty: 6007.845703
	Iteration 25Q: 3 clusters Score -2.417541e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161932 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -24175832.000000 Penalty: 6007.845703
	Iteration 26Q: 3 clusters Score -2.417583e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163251 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -24176024.000000 Penalty: 6007.845703
	Iteration 27Q: 3 clusters Score -2.417602e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164415 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -24176238.000000 Penalty: 6007.845703
	Iteration 28Q: 3 clusters Score -2.417624e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -24176348.000000 Penalty: 6007.845703
	Iteration 29Q: 3 clusters Score -2.417635e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166226 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -24176496.000000 Penalty: 6007.845703
	Iteration 30Q: 3 clusters Score -2.41765e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166914 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -24176528.000000 Penalty: 6007.845703
	Iteration 31Q: 3 clusters Score -2.417653e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167532 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -24176574.000000 Penalty: 6007.845703
	Iteration 32Q: 3 clusters Score -2.417657e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168100 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -24176622.000000 Penalty: 6007.845703
	Iteration 33Q: 3 clusters Score -2.417662e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168595 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -24176746.000000 Penalty: 6007.845703
	Iteration 34Q: 3 clusters Score -2.417675e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169062 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -24176704.000000 Penalty: 6007.845703
	Iteration 35Q: 3 clusters Score -2.41767e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169467 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -24176676.000000 Penalty: 6007.845703
	Iteration 36Q: 3 clusters Score -2.417668e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -24176742.000000 Penalty: 6007.845703
	Iteration 37Q: 3 clusters Score -2.417674e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -24176768.000000 Penalty: 6007.845703
	Iteration 38Q: 3 clusters Score -2.417677e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170407 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -24176814.000000 Penalty: 6007.845703
	Iteration 39Q: 3 clusters Score -2.417681e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -24176798.000000 Penalty: 6007.845703
	Iteration 40F: 3 clusters Score -2.41768e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170872 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -24176736.000000 Penalty: 6007.845703
	Iteration 41Q: 3 clusters Score -2.417674e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171067 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -24176764.000000 Penalty: 6007.845703
	Iteration 42Q: 3 clusters Score -2.417676e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -24176798.000000 Penalty: 6007.845703
	Iteration 43Q: 3 clusters Score -2.41768e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -24176800.000000 Penalty: 6007.845703
	Iteration 44Q: 3 clusters Score -2.41768e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171533 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -24176716.000000 Penalty: 6007.845703
	Iteration 45Q: 3 clusters Score -2.417672e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171644 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -24176746.000000 Penalty: 6007.845703
	Iteration 46Q: 3 clusters Score -2.417675e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171720 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -24176744.000000 Penalty: 6007.845703
	Iteration 47Q: 3 clusters Score -2.417674e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -24176728.000000 Penalty: 6007.845703
	Iteration 48Q: 3 clusters Score -2.417673e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171832 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -24176704.000000 Penalty: 6007.845703
	Iteration 49Q: 3 clusters Score -2.41767e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -24176680.000000 Penalty: 6007.845703
	Iteration 50Q: 3 clusters Score -2.417668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171911 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -24176686.000000 Penalty: 6007.845703
	Iteration 51Q: 3 clusters Score -2.417669e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -24176696.000000 Penalty: 6007.845703
	Iteration 52Q: 3 clusters Score -2.41767e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171976 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -24176668.000000 Penalty: 6007.845703
	Iteration 53Q: 3 clusters Score -2.417667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172010 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -24176674.000000 Penalty: 6007.845703
	Iteration 54Q: 3 clusters Score -2.417667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172047 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -24176654.000000 Penalty: 6007.845703
	Iteration 55Q: 3 clusters Score -2.417665e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172082 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -24176646.000000 Penalty: 6007.845703
	Iteration 56Q: 3 clusters Score -2.417665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172121 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -24176630.000000 Penalty: 6007.845703
	Iteration 57Q: 3 clusters Score -2.417663e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172161 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -24176638.000000 Penalty: 6007.845703
	Iteration 58Q: 3 clusters Score -2.417664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172195 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -24176630.000000 Penalty: 6007.845703
	Iteration 59Q: 3 clusters Score -2.417663e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172224 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -24176640.000000 Penalty: 6007.845703
	Iteration 60F: 3 clusters Score -2.417664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172255 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -24176618.000000 Penalty: 6007.845703
	Iteration 61Q: 3 clusters Score -2.417662e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172293 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -24176614.000000 Penalty: 6007.845703
	Iteration 62Q: 3 clusters Score -2.417661e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172332 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -24176614.000000 Penalty: 6007.845703
	Iteration 63Q: 3 clusters Score -2.417661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172366 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -24176598.000000 Penalty: 6007.845703
	Iteration 64Q: 3 clusters Score -2.41766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172391 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -24176610.000000 Penalty: 6007.845703
	Iteration 65Q: 3 clusters Score -2.417661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172427 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -24176624.000000 Penalty: 6007.845703
	Iteration 66Q: 3 clusters Score -2.417662e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172470 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -24176632.000000 Penalty: 6007.845703
	Iteration 67Q: 3 clusters Score -2.417663e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -24176602.000000 Penalty: 6007.845703
	Iteration 68Q: 3 clusters Score -2.41766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172537 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -24176612.000000 Penalty: 6007.845703
	Iteration 69Q: 3 clusters Score -2.417661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172570 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -24176600.000000 Penalty: 6007.845703
	Iteration 70Q: 3 clusters Score -2.41766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -24176602.000000 Penalty: 6007.845703
	Iteration 71Q: 3 clusters Score -2.41766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172624 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -24176602.000000 Penalty: 6007.845703
	Iteration 72Q: 3 clusters Score -2.41766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -24176610.000000 Penalty: 6007.845703
	Iteration 73Q: 3 clusters Score -2.417661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172667 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -24176596.000000 Penalty: 6007.845703
	Iteration 74Q: 3 clusters Score -2.41766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -24176604.000000 Penalty: 6007.845703
	Iteration 75Q: 3 clusters Score -2.41766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172714 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -24176600.000000 Penalty: 6007.845703
	Iteration 76Q: 3 clusters Score -2.41766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172730 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -24176606.000000 Penalty: 6007.845703
	Iteration 77Q: 3 clusters Score -2.417661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172750 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -24176596.000000 Penalty: 6007.845703
	Iteration 78Q: 3 clusters Score -2.41766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172771 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -24176600.000000 Penalty: 6007.845703
	Iteration 79Q: 3 clusters Score -2.41766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172788 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -24176604.000000 Penalty: 6007.845703
	Iteration 80F: 3 clusters Score -2.41766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -24176584.000000 Penalty: 6007.845703
	Iteration 81Q: 3 clusters Score -2.417658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -24176586.000000 Penalty: 6007.845703
	Iteration 82Q: 3 clusters Score -2.417659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172806 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -24176580.000000 Penalty: 6007.845703
	Iteration 83Q: 3 clusters Score -2.417658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172810 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -24176576.000000 Penalty: 6007.845703
	Iteration 84Q: 3 clusters Score -2.417658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -24176566.000000 Penalty: 6007.845703
	Iteration 85Q: 3 clusters Score -2.417657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172818 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -24176566.000000 Penalty: 6007.845703
	Iteration 86Q: 3 clusters Score -2.417657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172818 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -24176560.000000 Penalty: 6007.845703
	Iteration 87Q: 3 clusters Score -2.417656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172821 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -24176582.000000 Penalty: 6007.845703
	Iteration 88Q: 3 clusters Score -2.417658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172823 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -24176588.000000 Penalty: 6007.845703
	Iteration 89Q: 3 clusters Score -2.417659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172826 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -24176588.000000 Penalty: 6007.845703
	Iteration 90Q: 3 clusters Score -2.417659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172828 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -24176584.000000 Penalty: 6007.845703
	Iteration 91Q: 3 clusters Score -2.417658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172833 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -24176580.000000 Penalty: 6007.845703
	Iteration 92Q: 3 clusters Score -2.417658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172838 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -24176580.000000 Penalty: 6007.845703
	Iteration 93Q: 3 clusters Score -2.417658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172842 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -24176558.000000 Penalty: 6007.845703
	Iteration 94Q: 3 clusters Score -2.417656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172849 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -24176566.000000 Penalty: 6007.845703
	Iteration 95Q: 3 clusters Score -2.417657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172854 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -24176550.000000 Penalty: 6007.845703
	Iteration 96Q: 3 clusters Score -2.417655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172858 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -24176546.000000 Penalty: 6007.845703
	Iteration 97Q: 3 clusters Score -2.417655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -24176548.000000 Penalty: 6007.845703
	Iteration 98Q: 3 clusters Score -2.417655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172865 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -24176542.000000 Penalty: 6007.845703
	Iteration 99Q: 3 clusters Score -2.417654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172866 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -24176546.000000 Penalty: 6007.845703
	Iteration 100F: 3 clusters Score -2.417655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 21774 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 35981 members 
Mstep: Class 9 contains 27093 members 
Mstep: Class 10 contains 69371 members 
Mstep: Class 11 contains 190201 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 172866 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 215073 members 
Mstep: Class 22 contains 11657 members 
Mstep: Class 23 contains 41390 members 
Mstep: Class 24 contains 20956 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 9285 members 
Entering Unmasked Estep 
Score: -133229104.000000 Penalty: 92692.289062
Splitting cluster 13 changes total score from -133227024.000000 to -133229104.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -151574.843750 Penalty: 1812.518555
	Iteration 0F: 2 clusters Score -151574.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -149705.296875 Penalty: 3625.037109
	Iteration 0F: 3 clusters Score -149705.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -151903.734375 Penalty: 3625.037109
	Iteration 1F: 3 clusters Score -151903.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -153697.265625 Penalty: 3625.037109
	Iteration 2F: 3 clusters Score -153697.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -154616.578125 Penalty: 3625.037109
	Iteration 3F: 3 clusters Score -154616.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -154877.703125 Penalty: 3625.037109
	Iteration 4Q: 3 clusters Score -154877.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -155123.062500 Penalty: 3625.037109
	Iteration 5Q: 3 clusters Score -155123.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -155290.562500 Penalty: 3625.037109
	Iteration 6Q: 3 clusters Score -155290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -155482.453125 Penalty: 3625.037109
	Iteration 7Q: 3 clusters Score -155482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -155514.953125 Penalty: 3625.037109
	Iteration 8Q: 3 clusters Score -155515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -155523.281250 Penalty: 3625.037109
	Iteration 9Q: 3 clusters Score -155523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -155530.203125 Penalty: 3625.037109
	Iteration 10Q: 3 clusters Score -155530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -155530.203125 Penalty: 3625.037109
	Iteration 11F: 3 clusters Score -155530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 21774 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 35981 members 
Mstep: Class 9 contains 27093 members 
Mstep: Class 10 contains 69371 members 
Mstep: Class 11 contains 190201 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 172866 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 215073 members 
Mstep: Class 22 contains 11657 members 
Mstep: Class 23 contains 41390 members 
Mstep: Class 24 contains 20956 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 9285 members 
Mstep: Class 28 contains 1113 members 
Entering Unmasked Estep 
Score: -133231480.000000 Penalty: 96125.335938
Splitting cluster 14 changes total score from -133227024.000000 to -133231480.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -437565.906250 Penalty: 2020.240112
	Iteration 0F: 2 clusters Score -437565.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -434015.375000 Penalty: 4040.480225
	Iteration 0F: 3 clusters Score -434015.4 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -434779.906250 Penalty: 4040.480225
	Iteration 1F: 3 clusters Score -434779.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -434976.593750 Penalty: 4040.480225
	Iteration 2F: 3 clusters Score -434976.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -435119.562500 Penalty: 4040.480225
	Iteration 3F: 3 clusters Score -435119.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -435218.875000 Penalty: 4040.480225
	Iteration 4Q: 3 clusters Score -435218.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -435299.156250 Penalty: 4040.480225
	Iteration 5Q: 3 clusters Score -435299.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -435366.656250 Penalty: 4040.480225
	Iteration 6Q: 3 clusters Score -435366.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -435437.343750 Penalty: 4040.480225
	Iteration 7Q: 3 clusters Score -435437.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -435504.625000 Penalty: 4040.480225
	Iteration 8Q: 3 clusters Score -435504.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -435588.343750 Penalty: 4040.480225
	Iteration 9Q: 3 clusters Score -435588.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -435657.593750 Penalty: 4040.480225
	Iteration 10Q: 3 clusters Score -435657.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -435717.906250 Penalty: 4040.480225
	Iteration 11Q: 3 clusters Score -435717.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -435775.187500 Penalty: 4040.480225
	Iteration 12Q: 3 clusters Score -435775.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -435821.593750 Penalty: 4040.480225
	Iteration 13Q: 3 clusters Score -435821.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -435853.656250 Penalty: 4040.480225
	Iteration 14Q: 3 clusters Score -435853.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -435878.750000 Penalty: 4040.480225
	Iteration 15Q: 3 clusters Score -435878.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -435896.906250 Penalty: 4040.480225
	Iteration 16Q: 3 clusters Score -435896.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -435909.718750 Penalty: 4040.480225
	Iteration 17Q: 3 clusters Score -435909.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -435919.875000 Penalty: 4040.480225
	Iteration 18Q: 3 clusters Score -435919.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -435928.062500 Penalty: 4040.480225
	Iteration 19Q: 3 clusters Score -435928.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -435939.968750 Penalty: 4040.480225
	Iteration 20F: 3 clusters Score -435940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -435948.000000 Penalty: 4040.480225
	Iteration 21Q: 3 clusters Score -435948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -435958.968750 Penalty: 4040.480225
	Iteration 22Q: 3 clusters Score -435959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -435971.062500 Penalty: 4040.480225
	Iteration 23Q: 3 clusters Score -435971.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -435980.875000 Penalty: 4040.480225
	Iteration 24Q: 3 clusters Score -435980.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -435988.750000 Penalty: 4040.480225
	Iteration 25Q: 3 clusters Score -435988.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -435998.937500 Penalty: 4040.480225
	Iteration 26Q: 3 clusters Score -435998.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -436012.406250 Penalty: 4040.480225
	Iteration 27Q: 3 clusters Score -436012.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -436017.562500 Penalty: 4040.480225
	Iteration 28Q: 3 clusters Score -436017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -436023.437500 Penalty: 4040.480225
	Iteration 29Q: 3 clusters Score -436023.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -436030.343750 Penalty: 4040.480225
	Iteration 30Q: 3 clusters Score -436030.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -436034.718750 Penalty: 4040.480225
	Iteration 31Q: 3 clusters Score -436034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -436037.812500 Penalty: 4040.480225
	Iteration 32Q: 3 clusters Score -436037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -436039.562500 Penalty: 4040.480225
	Iteration 33Q: 3 clusters Score -436039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -436044.718750 Penalty: 4040.480225
	Iteration 34Q: 3 clusters Score -436044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -436046.906250 Penalty: 4040.480225
	Iteration 35Q: 3 clusters Score -436046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -436048.281250 Penalty: 4040.480225
	Iteration 36Q: 3 clusters Score -436048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -436050.781250 Penalty: 4040.480225
	Iteration 37Q: 3 clusters Score -436050.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -436055.562500 Penalty: 4040.480225
	Iteration 38Q: 3 clusters Score -436055.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -436060.406250 Penalty: 4040.480225
	Iteration 39Q: 3 clusters Score -436060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -436064.843750 Penalty: 4040.480225
	Iteration 40F: 3 clusters Score -436064.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -436073.000000 Penalty: 4040.480225
	Iteration 41Q: 3 clusters Score -436073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -436074.218750 Penalty: 4040.480225
	Iteration 42Q: 3 clusters Score -436074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -436075.312500 Penalty: 4040.480225
	Iteration 43Q: 3 clusters Score -436075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -436076.656250 Penalty: 4040.480225
	Iteration 44Q: 3 clusters Score -436076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -436078.218750 Penalty: 4040.480225
	Iteration 45Q: 3 clusters Score -436078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -436078.218750 Penalty: 4040.480225
	Iteration 46Q: 3 clusters Score -436078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -436078.656250 Penalty: 4040.480225
	Iteration 47Q: 3 clusters Score -436078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -436080.031250 Penalty: 4040.480225
	Iteration 48Q: 3 clusters Score -436080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -436080.531250 Penalty: 4040.480225
	Iteration 49Q: 3 clusters Score -436080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -436081.812500 Penalty: 4040.480225
	Iteration 50Q: 3 clusters Score -436081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -436081.812500 Penalty: 4040.480225
	Iteration 51F: 3 clusters Score -436081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Entering Unmasked Estep 
Score: -6011400.500000 Penalty: 2658.182129
	Iteration 0F: 2 clusters Score -6011400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5980912.500000 Penalty: 5316.364258
	Iteration 0F: 3 clusters Score -5980912 nChanged 20862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -5992581.000000 Penalty: 5316.364258
	Iteration 1F: 3 clusters Score -5992581 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5993251.000000 Penalty: 5316.364258
	Iteration 2Q: 3 clusters Score -5993251 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -5993950.000000 Penalty: 5316.364258
	Iteration 3Q: 3 clusters Score -5993950 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -5994862.000000 Penalty: 5316.364258
	Iteration 4Q: 3 clusters Score -5994862 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -5996058.500000 Penalty: 5316.364258
	Iteration 5Q: 3 clusters Score -5996058 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -5997703.000000 Penalty: 5316.364258
	Iteration 6F: 3 clusters Score -5997703 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -5999737.500000 Penalty: 5316.364258
	Iteration 7F: 3 clusters Score -5999738 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -6001656.500000 Penalty: 5316.364258
	Iteration 8F: 3 clusters Score -6001656 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -6003024.500000 Penalty: 5316.364258
	Iteration 9F: 3 clusters Score -6003024 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -6003831.000000 Penalty: 5316.364258
	Iteration 10Q: 3 clusters Score -6003831 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -6004407.000000 Penalty: 5316.364258
	Iteration 11Q: 3 clusters Score -6004407 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -6004986.000000 Penalty: 5316.364258
	Iteration 12Q: 3 clusters Score -6004986 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -6005532.500000 Penalty: 5316.364258
	Iteration 13Q: 3 clusters Score -6005532 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -6005997.000000 Penalty: 5316.364258
	Iteration 14Q: 3 clusters Score -6005997 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -6006392.500000 Penalty: 5316.364258
	Iteration 15Q: 3 clusters Score -6006392 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -6006706.000000 Penalty: 5316.364258
	Iteration 16Q: 3 clusters Score -6006706 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -6006974.500000 Penalty: 5316.364258
	Iteration 17Q: 3 clusters Score -6006974 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -6007197.000000 Penalty: 5316.364258
	Iteration 18Q: 3 clusters Score -6007197 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -6007435.500000 Penalty: 5316.364258
	Iteration 19Q: 3 clusters Score -6007436 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -6007614.000000 Penalty: 5316.364258
	Iteration 20F: 3 clusters Score -6007614 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -6007751.500000 Penalty: 5316.364258
	Iteration 21Q: 3 clusters Score -6007752 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -6007880.000000 Penalty: 5316.364258
	Iteration 22Q: 3 clusters Score -6007880 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -6007965.500000 Penalty: 5316.364258
	Iteration 23Q: 3 clusters Score -6007966 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -6008074.500000 Penalty: 5316.364258
	Iteration 24Q: 3 clusters Score -6008074 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -6008146.500000 Penalty: 5316.364258
	Iteration 25Q: 3 clusters Score -6008146 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -6008199.500000 Penalty: 5316.364258
	Iteration 26Q: 3 clusters Score -6008200 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -6008268.000000 Penalty: 5316.364258
	Iteration 27Q: 3 clusters Score -6008268 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -6008308.500000 Penalty: 5316.364258
	Iteration 28Q: 3 clusters Score -6008308 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -6008387.500000 Penalty: 5316.364258
	Iteration 29Q: 3 clusters Score -6008388 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -6008424.000000 Penalty: 5316.364258
	Iteration 30Q: 3 clusters Score -6008424 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -6008489.500000 Penalty: 5316.364258
	Iteration 31Q: 3 clusters Score -6008490 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -6008543.000000 Penalty: 5316.364258
	Iteration 32Q: 3 clusters Score -6008543 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -6008567.500000 Penalty: 5316.364258
	Iteration 33Q: 3 clusters Score -6008568 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -6008600.500000 Penalty: 5316.364258
	Iteration 34Q: 3 clusters Score -6008600 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -6008667.000000 Penalty: 5316.364258
	Iteration 35Q: 3 clusters Score -6008667 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -6008691.000000 Penalty: 5316.364258
	Iteration 36Q: 3 clusters Score -6008691 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -6008714.000000 Penalty: 5316.364258
	Iteration 37Q: 3 clusters Score -6008714 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -6008717.500000 Penalty: 5316.364258
	Iteration 38Q: 3 clusters Score -6008718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -6008728.000000 Penalty: 5316.364258
	Iteration 39Q: 3 clusters Score -6008728 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -6008743.500000 Penalty: 5316.364258
	Iteration 40F: 3 clusters Score -6008744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -6008751.500000 Penalty: 5316.364258
	Iteration 41Q: 3 clusters Score -6008752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -6008761.000000 Penalty: 5316.364258
	Iteration 42Q: 3 clusters Score -6008761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -6008771.500000 Penalty: 5316.364258
	Iteration 43Q: 3 clusters Score -6008772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6008791.500000 Penalty: 5316.364258
	Iteration 44Q: 3 clusters Score -6008792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -6008797.500000 Penalty: 5316.364258
	Iteration 45Q: 3 clusters Score -6008798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -6008808.500000 Penalty: 5316.364258
	Iteration 46Q: 3 clusters Score -6008808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6008817.500000 Penalty: 5316.364258
	Iteration 47Q: 3 clusters Score -6008818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -6008817.500000 Penalty: 5316.364258
	Iteration 48Q: 3 clusters Score -6008818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -6008827.000000 Penalty: 5316.364258
	Iteration 49Q: 3 clusters Score -6008827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -6008832.500000 Penalty: 5316.364258
	Iteration 50Q: 3 clusters Score -6008832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -6008834.000000 Penalty: 5316.364258
	Iteration 51Q: 3 clusters Score -6008834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -6008831.000000 Penalty: 5316.364258
	Iteration 52Q: 3 clusters Score -6008831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -6008839.000000 Penalty: 5316.364258
	Iteration 53Q: 3 clusters Score -6008839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -6008839.500000 Penalty: 5316.364258
	Iteration 54Q: 3 clusters Score -6008840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -6008857.500000 Penalty: 5316.364258
	Iteration 55Q: 3 clusters Score -6008858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -6008837.500000 Penalty: 5316.364258
	Iteration 56Q: 3 clusters Score -6008838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -6008844.500000 Penalty: 5316.364258
	Iteration 57Q: 3 clusters Score -6008844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -6008847.500000 Penalty: 5316.364258
	Iteration 58Q: 3 clusters Score -6008848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -6008855.000000 Penalty: 5316.364258
	Iteration 59Q: 3 clusters Score -6008855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -6008868.000000 Penalty: 5316.364258
	Iteration 60F: 3 clusters Score -6008868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -6008860.000000 Penalty: 5316.364258
	Iteration 61Q: 3 clusters Score -6008860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -6008864.000000 Penalty: 5316.364258
	Iteration 62Q: 3 clusters Score -6008864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -6008852.500000 Penalty: 5316.364258
	Iteration 63Q: 3 clusters Score -6008852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -6008845.000000 Penalty: 5316.364258
	Iteration 64Q: 3 clusters Score -6008845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -6008853.000000 Penalty: 5316.364258
	Iteration 65Q: 3 clusters Score -6008853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -6008862.500000 Penalty: 5316.364258
	Iteration 66Q: 3 clusters Score -6008862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -6008875.000000 Penalty: 5316.364258
	Iteration 67Q: 3 clusters Score -6008875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -6008868.500000 Penalty: 5316.364258
	Iteration 68Q: 3 clusters Score -6008868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -6008880.500000 Penalty: 5316.364258
	Iteration 69Q: 3 clusters Score -6008880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -6008867.500000 Penalty: 5316.364258
	Iteration 70Q: 3 clusters Score -6008868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -6008861.000000 Penalty: 5316.364258
	Iteration 71Q: 3 clusters Score -6008861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -6008862.000000 Penalty: 5316.364258
	Iteration 72Q: 3 clusters Score -6008862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -6008875.500000 Penalty: 5316.364258
	Iteration 73Q: 3 clusters Score -6008876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -6008870.500000 Penalty: 5316.364258
	Iteration 74Q: 3 clusters Score -6008870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -6008872.500000 Penalty: 5316.364258
	Iteration 75Q: 3 clusters Score -6008872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -6008872.000000 Penalty: 5316.364258
	Iteration 76Q: 3 clusters Score -6008872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -6008872.500000 Penalty: 5316.364258
	Iteration 77Q: 3 clusters Score -6008872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -6008872.000000 Penalty: 5316.364258
	Iteration 78Q: 3 clusters Score -6008872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -6008869.500000 Penalty: 5316.364258
	Iteration 79Q: 3 clusters Score -6008870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -6008878.500000 Penalty: 5316.364258
	Iteration 80F: 3 clusters Score -6008878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -6008868.000000 Penalty: 5316.364258
	Iteration 81Q: 3 clusters Score -6008868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -6008873.500000 Penalty: 5316.364258
	Iteration 82Q: 3 clusters Score -6008874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -6008870.000000 Penalty: 5316.364258
	Iteration 83Q: 3 clusters Score -6008870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -6008861.500000 Penalty: 5316.364258
	Iteration 84Q: 3 clusters Score -6008862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -6008858.500000 Penalty: 5316.364258
	Iteration 85Q: 3 clusters Score -6008858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -6008859.000000 Penalty: 5316.364258
	Iteration 86Q: 3 clusters Score -6008859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -6008857.500000 Penalty: 5316.364258
	Iteration 87Q: 3 clusters Score -6008858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -6008858.500000 Penalty: 5316.364258
	Iteration 88Q: 3 clusters Score -6008858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -6008859.500000 Penalty: 5316.364258
	Iteration 89Q: 3 clusters Score -6008860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -6008851.500000 Penalty: 5316.364258
	Iteration 90Q: 3 clusters Score -6008852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -6008852.500000 Penalty: 5316.364258
	Iteration 91Q: 3 clusters Score -6008852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -6008865.500000 Penalty: 5316.364258
	Iteration 92Q: 3 clusters Score -6008866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -6008861.000000 Penalty: 5316.364258
	Iteration 93Q: 3 clusters Score -6008861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -6008864.500000 Penalty: 5316.364258
	Iteration 94Q: 3 clusters Score -6008864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -6008864.500000 Penalty: 5316.364258
	Iteration 95F: 3 clusters Score -6008864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -200545.859375 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -200545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -198135.671875 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -198135.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -198660.015625 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -198660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -198819.828125 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -198819.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -199047.671875 Penalty: 3731.378906
	Iteration 3F: 3 clusters Score -199047.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -199468.562500 Penalty: 3731.378906
	Iteration 4F: 3 clusters Score -199468.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -200826.093750 Penalty: 3731.378906
	Iteration 5F: 3 clusters Score -200826.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -201561.468750 Penalty: 3731.378906
	Iteration 6F: 3 clusters Score -201561.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -201710.875000 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -201710.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -201741.234375 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -201741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -201754.468750 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -201754.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -201756.625000 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -201756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -201756.625000 Penalty: 3731.378906
	Iteration 11F: 3 clusters Score -201756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 21774 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 35981 members 
Mstep: Class 9 contains 27093 members 
Mstep: Class 10 contains 69371 members 
Mstep: Class 11 contains 190201 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 172866 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 215073 members 
Mstep: Class 22 contains 11657 members 
Mstep: Class 23 contains 41390 members 
Mstep: Class 24 contains 20956 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 9285 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 1601 members 
Entering Unmasked Estep 
Score: -133231328.000000 Penalty: 99558.382812
Splitting cluster 17 changes total score from -133227024.000000 to -133231328.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -302962.093750 Penalty: 1934.033691
	Iteration 0F: 2 clusters Score -302962.1 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 1224 members 
Entering Unmasked Estep 
Score: -300114.250000 Penalty: 3868.067383
	Iteration 0F: 3 clusters Score -300114.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -300922.937500 Penalty: 3868.067383
	Iteration 1F: 3 clusters Score -300922.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -301578.968750 Penalty: 3868.067383
	Iteration 2F: 3 clusters Score -301579 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -302199.437500 Penalty: 3868.067383
	Iteration 3F: 3 clusters Score -302199.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -302756.625000 Penalty: 3868.067383
	Iteration 4F: 3 clusters Score -302756.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -303289.875000 Penalty: 3868.067383
	Iteration 5F: 3 clusters Score -303289.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -303652.750000 Penalty: 3868.067383
	Iteration 6F: 3 clusters Score -303652.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -303749.906250 Penalty: 3868.067383
	Iteration 7Q: 3 clusters Score -303749.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -303789.156250 Penalty: 3868.067383
	Iteration 8Q: 3 clusters Score -303789.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -303804.281250 Penalty: 3868.067383
	Iteration 9Q: 3 clusters Score -303804.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -303814.312500 Penalty: 3868.067383
	Iteration 10Q: 3 clusters Score -303814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -303815.156250 Penalty: 3868.067383
	Iteration 11Q: 3 clusters Score -303815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -303815.156250 Penalty: 3868.067383
	Iteration 12F: 3 clusters Score -303815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 21774 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 35981 members 
Mstep: Class 9 contains 27093 members 
Mstep: Class 10 contains 69371 members 
Mstep: Class 11 contains 190201 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 172866 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 1521 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 215073 members 
Mstep: Class 22 contains 11657 members 
Mstep: Class 23 contains 41390 members 
Mstep: Class 24 contains 20956 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 9285 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 1601 members 
Mstep: Class 30 contains 916 members 
Entering Unmasked Estep 
Score: -133230864.000000 Penalty: 102991.429688
Splitting cluster 18 changes total score from -133227024.000000 to -133230864.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -308073.968750 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -308074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -305218.156250 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -305218.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -305721.406250 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -305721.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -305829.250000 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -305829.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -305900.312500 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -305900.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -305939.312500 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -305939.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -305979.187500 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -305979.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -306010.031250 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -306010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -306027.468750 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -306027.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -306037.031250 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -306037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -306043.968750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -306044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -306053.312500 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -306053.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -306059.250000 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -306059.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -306064.468750 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -306064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -306067.843750 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -306067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -306070.656250 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -306070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -306073.375000 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -306073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -306078.218750 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -306078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -306082.000000 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -306082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -306086.312500 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -306086.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -306090.562500 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -306090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -306095.843750 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -306095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -306098.750000 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -306098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -306104.031250 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -306104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -306108.437500 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -306108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -306111.750000 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -306111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -306113.593750 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -306113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -306114.968750 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -306115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -306115.468750 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -306115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -306116.968750 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -306117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -306116.750000 Penalty: 3850.247559
	Iteration 29Q: 3 clusters Score -306116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -306118.500000 Penalty: 3850.247559
	Iteration 30Q: 3 clusters Score -306118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -306119.843750 Penalty: 3850.247559
	Iteration 31Q: 3 clusters Score -306119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -306119.843750 Penalty: 3850.247559
	Iteration 32F: 3 clusters Score -306119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Entering Unmasked Estep 
Score: -2556929.750000 Penalty: 2442.873779
	Iteration 0F: 2 clusters Score -2556930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2543542.250000 Penalty: 4885.747559
	Iteration 0F: 3 clusters Score -2543542 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2548047.500000 Penalty: 4885.747559
	Iteration 1F: 3 clusters Score -2548048 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2548842.000000 Penalty: 4885.747559
	Iteration 2F: 3 clusters Score -2548842 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2549742.000000 Penalty: 4885.747559
	Iteration 3F: 3 clusters Score -2549742 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2550760.500000 Penalty: 4885.747559
	Iteration 4F: 3 clusters Score -2550760 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2551872.500000 Penalty: 4885.747559
	Iteration 5F: 3 clusters Score -2551872 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2552935.500000 Penalty: 4885.747559
	Iteration 6F: 3 clusters Score -2552936 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2553792.000000 Penalty: 4885.747559
	Iteration 7F: 3 clusters Score -2553792 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2554424.500000 Penalty: 4885.747559
	Iteration 8Q: 3 clusters Score -2554424 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2554890.750000 Penalty: 4885.747559
	Iteration 9Q: 3 clusters Score -2554891 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2555204.500000 Penalty: 4885.747559
	Iteration 10Q: 3 clusters Score -2555204 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2555384.500000 Penalty: 4885.747559
	Iteration 11Q: 3 clusters Score -2555384 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2555531.500000 Penalty: 4885.747559
	Iteration 12Q: 3 clusters Score -2555532 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2555656.750000 Penalty: 4885.747559
	Iteration 13Q: 3 clusters Score -2555657 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2555765.250000 Penalty: 4885.747559
	Iteration 14Q: 3 clusters Score -2555765 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2555847.750000 Penalty: 4885.747559
	Iteration 15Q: 3 clusters Score -2555848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2555908.000000 Penalty: 4885.747559
	Iteration 16Q: 3 clusters Score -2555908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2555952.500000 Penalty: 4885.747559
	Iteration 17Q: 3 clusters Score -2555952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2555974.250000 Penalty: 4885.747559
	Iteration 18Q: 3 clusters Score -2555974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2556002.750000 Penalty: 4885.747559
	Iteration 19Q: 3 clusters Score -2556003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2556029.250000 Penalty: 4885.747559
	Iteration 20F: 3 clusters Score -2556029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2556049.000000 Penalty: 4885.747559
	Iteration 21Q: 3 clusters Score -2556049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2556064.500000 Penalty: 4885.747559
	Iteration 22Q: 3 clusters Score -2556064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2556085.750000 Penalty: 4885.747559
	Iteration 23Q: 3 clusters Score -2556086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2556101.500000 Penalty: 4885.747559
	Iteration 24Q: 3 clusters Score -2556102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2556107.000000 Penalty: 4885.747559
	Iteration 25Q: 3 clusters Score -2556107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2556121.000000 Penalty: 4885.747559
	Iteration 26Q: 3 clusters Score -2556121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2556133.000000 Penalty: 4885.747559
	Iteration 27Q: 3 clusters Score -2556133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2556134.000000 Penalty: 4885.747559
	Iteration 28Q: 3 clusters Score -2556134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2556140.250000 Penalty: 4885.747559
	Iteration 29Q: 3 clusters Score -2556140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2556146.250000 Penalty: 4885.747559
	Iteration 30Q: 3 clusters Score -2556146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2556151.000000 Penalty: 4885.747559
	Iteration 31Q: 3 clusters Score -2556151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2556151.000000 Penalty: 4885.747559
	Iteration 32Q: 3 clusters Score -2556151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2556151.000000 Penalty: 4885.747559
	Iteration 33F: 3 clusters Score -2556151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (215073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215073 members 
Entering Unmasked Estep 
Score: -28526016.000000 Penalty: 3045.125488
	Iteration 0F: 2 clusters Score -2.852602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -28390826.000000 Penalty: 6090.250977
	Iteration 0F: 3 clusters Score -2.839083e+07 nChanged 103556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 117523 members 
Entering Unmasked Estep 
Score: -28452526.000000 Penalty: 6090.250977
	Iteration 1F: 3 clusters Score -2.845253e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 123891 members 
Entering Unmasked Estep 
Score: -28454908.000000 Penalty: 6090.250977
	Iteration 2Q: 3 clusters Score -2.845491e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -28459576.000000 Penalty: 6090.250977
	Iteration 3Q: 3 clusters Score -2.845958e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 147834 members 
Entering Unmasked Estep 
Score: -28468678.000000 Penalty: 6090.250977
	Iteration 4F: 3 clusters Score -2.846868e+07 nChanged 18979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 166591 members 
Entering Unmasked Estep 
Score: -28484188.000000 Penalty: 6090.250977
	Iteration 5F: 3 clusters Score -2.848419e+07 nChanged 20182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 186679 members 
Entering Unmasked Estep 
Score: -28502632.000000 Penalty: 6090.250977
	Iteration 6F: 3 clusters Score -2.850263e+07 nChanged 15422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 202069 members 
Entering Unmasked Estep 
Score: -28515756.000000 Penalty: 6090.250977
	Iteration 7F: 3 clusters Score -2.851576e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 210120 members 
Entering Unmasked Estep 
Score: -28521040.000000 Penalty: 6090.250977
	Iteration 8Q: 3 clusters Score -2.852104e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 213300 members 
Entering Unmasked Estep 
Score: -28522680.000000 Penalty: 6090.250977
	Iteration 9Q: 3 clusters Score -2.852268e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 214273 members 
Entering Unmasked Estep 
Score: -28523080.000000 Penalty: 6090.250977
	Iteration 10Q: 3 clusters Score -2.852308e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 214548 members 
Entering Unmasked Estep 
Score: -28523248.000000 Penalty: 6090.250977
	Iteration 11Q: 3 clusters Score -2.852325e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 214659 members 
Entering Unmasked Estep 
Score: -28523302.000000 Penalty: 6090.250977
	Iteration 12Q: 3 clusters Score -2.85233e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 214710 members 
Entering Unmasked Estep 
Score: -28523366.000000 Penalty: 6090.250977
	Iteration 13Q: 3 clusters Score -2.852337e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -28523416.000000 Penalty: 6090.250977
	Iteration 14Q: 3 clusters Score -2.852342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 214757 members 
Entering Unmasked Estep 
Score: -28523426.000000 Penalty: 6090.250977
	Iteration 15Q: 3 clusters Score -2.852343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 214763 members 
Entering Unmasked Estep 
Score: -28523410.000000 Penalty: 6090.250977
	Iteration 16Q: 3 clusters Score -2.852341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 214764 members 
Entering Unmasked Estep 
Score: -28523412.000000 Penalty: 6090.250977
	Iteration 17Q: 3 clusters Score -2.852341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 214766 members 
Entering Unmasked Estep 
Score: -28523406.000000 Penalty: 6090.250977
	Iteration 18Q: 3 clusters Score -2.852341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 214766 members 
Entering Unmasked Estep 
Score: -28523414.000000 Penalty: 6090.250977
	Iteration 19Q: 3 clusters Score -2.852341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 214767 members 
Entering Unmasked Estep 
Score: -28523418.000000 Penalty: 6090.250977
	Iteration 20F: 3 clusters Score -2.852342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 214769 members 
Entering Unmasked Estep 
Score: -28523406.000000 Penalty: 6090.250977
	Iteration 21Q: 3 clusters Score -2.852341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 214769 members 
Entering Unmasked Estep 
Score: -28523406.000000 Penalty: 6090.250977
	Iteration 22F: 3 clusters Score -2.852341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Entering Unmasked Estep 
Score: -1574373.500000 Penalty: 2322.188232
	Iteration 0F: 2 clusters Score -1574374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1565611.125000 Penalty: 4644.376465
	Iteration 0F: 3 clusters Score -1565611 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1568326.125000 Penalty: 4644.376465
	Iteration 1F: 3 clusters Score -1568326 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1568645.250000 Penalty: 4644.376465
	Iteration 2F: 3 clusters Score -1568645 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1568947.750000 Penalty: 4644.376465
	Iteration 3Q: 3 clusters Score -1568948 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1569296.125000 Penalty: 4644.376465
	Iteration 4Q: 3 clusters Score -1569296 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1569725.875000 Penalty: 4644.376465
	Iteration 5F: 3 clusters Score -1569726 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1570183.875000 Penalty: 4644.376465
	Iteration 6F: 3 clusters Score -1570184 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1570673.500000 Penalty: 4644.376465
	Iteration 7F: 3 clusters Score -1570674 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1571201.250000 Penalty: 4644.376465
	Iteration 8F: 3 clusters Score -1571201 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1571677.750000 Penalty: 4644.376465
	Iteration 9F: 3 clusters Score -1571678 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1572018.875000 Penalty: 4644.376465
	Iteration 10Q: 3 clusters Score -1572019 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1572285.375000 Penalty: 4644.376465
	Iteration 11Q: 3 clusters Score -1572285 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1572512.875000 Penalty: 4644.376465
	Iteration 12Q: 3 clusters Score -1572513 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1572664.250000 Penalty: 4644.376465
	Iteration 13Q: 3 clusters Score -1572664 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1572763.875000 Penalty: 4644.376465
	Iteration 14Q: 3 clusters Score -1572764 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1572842.125000 Penalty: 4644.376465
	Iteration 15Q: 3 clusters Score -1572842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1572897.125000 Penalty: 4644.376465
	Iteration 16Q: 3 clusters Score -1572897 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1572951.625000 Penalty: 4644.376465
	Iteration 17Q: 3 clusters Score -1572952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1572993.625000 Penalty: 4644.376465
	Iteration 18Q: 3 clusters Score -1572994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1573022.250000 Penalty: 4644.376465
	Iteration 19Q: 3 clusters Score -1573022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1573037.625000 Penalty: 4644.376465
	Iteration 20F: 3 clusters Score -1573038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1573059.625000 Penalty: 4644.376465
	Iteration 21Q: 3 clusters Score -1573060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1573072.500000 Penalty: 4644.376465
	Iteration 22Q: 3 clusters Score -1573072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1573079.875000 Penalty: 4644.376465
	Iteration 23Q: 3 clusters Score -1573080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1573093.750000 Penalty: 4644.376465
	Iteration 24Q: 3 clusters Score -1573094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1573101.125000 Penalty: 4644.376465
	Iteration 25Q: 3 clusters Score -1573101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1573107.125000 Penalty: 4644.376465
	Iteration 26Q: 3 clusters Score -1573107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1573112.500000 Penalty: 4644.376465
	Iteration 27Q: 3 clusters Score -1573112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1573116.625000 Penalty: 4644.376465
	Iteration 28Q: 3 clusters Score -1573117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1573120.875000 Penalty: 4644.376465
	Iteration 29Q: 3 clusters Score -1573121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1573125.625000 Penalty: 4644.376465
	Iteration 30Q: 3 clusters Score -1573126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1573132.500000 Penalty: 4644.376465
	Iteration 31Q: 3 clusters Score -1573132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1573135.375000 Penalty: 4644.376465
	Iteration 32Q: 3 clusters Score -1573135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1573137.000000 Penalty: 4644.376465
	Iteration 33Q: 3 clusters Score -1573137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1573140.500000 Penalty: 4644.376465
	Iteration 34Q: 3 clusters Score -1573140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1573140.625000 Penalty: 4644.376465
	Iteration 35Q: 3 clusters Score -1573141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1573139.750000 Penalty: 4644.376465
	Iteration 36Q: 3 clusters Score -1573140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1573139.750000 Penalty: 4644.376465
	Iteration 37Q: 3 clusters Score -1573140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1573139.750000 Penalty: 4644.376465
	Iteration 38F: 3 clusters Score -1573140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Entering Unmasked Estep 
Score: -5377714.000000 Penalty: 2636.437012
	Iteration 0F: 2 clusters Score -5377714 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 20801 members 
Entering Unmasked Estep 
Score: -5349810.500000 Penalty: 5272.874023
	Iteration 0F: 3 clusters Score -5349810 nChanged 19030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -5360044.500000 Penalty: 5272.874023
	Iteration 1F: 3 clusters Score -5360044 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5360550.500000 Penalty: 5272.874023
	Iteration 2Q: 3 clusters Score -5360550 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5360967.500000 Penalty: 5272.874023
	Iteration 3Q: 3 clusters Score -5360968 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5361431.000000 Penalty: 5272.874023
	Iteration 4Q: 3 clusters Score -5361431 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -5361954.000000 Penalty: 5272.874023
	Iteration 5Q: 3 clusters Score -5361954 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -5362715.000000 Penalty: 5272.874023
	Iteration 6Q: 3 clusters Score -5362715 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -5363819.000000 Penalty: 5272.874023
	Iteration 7F: 3 clusters Score -5363819 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -5365601.500000 Penalty: 5272.874023
	Iteration 8F: 3 clusters Score -5365602 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -5368070.500000 Penalty: 5272.874023
	Iteration 9F: 3 clusters Score -5368070 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -5370861.500000 Penalty: 5272.874023
	Iteration 10F: 3 clusters Score -5370862 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5373068.000000 Penalty: 5272.874023
	Iteration 11F: 3 clusters Score -5373068 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -5374395.500000 Penalty: 5272.874023
	Iteration 12Q: 3 clusters Score -5374396 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -5375096.500000 Penalty: 5272.874023
	Iteration 13Q: 3 clusters Score -5375096 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -5375431.000000 Penalty: 5272.874023
	Iteration 14Q: 3 clusters Score -5375431 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -5375591.500000 Penalty: 5272.874023
	Iteration 15Q: 3 clusters Score -5375592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5375681.000000 Penalty: 5272.874023
	Iteration 16Q: 3 clusters Score -5375681 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5375730.500000 Penalty: 5272.874023
	Iteration 17Q: 3 clusters Score -5375730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5375756.500000 Penalty: 5272.874023
	Iteration 18Q: 3 clusters Score -5375756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5375754.500000 Penalty: 5272.874023
	Iteration 19Q: 3 clusters Score -5375754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5375773.500000 Penalty: 5272.874023
	Iteration 20F: 3 clusters Score -5375774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5375780.500000 Penalty: 5272.874023
	Iteration 21Q: 3 clusters Score -5375780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -5375778.000000 Penalty: 5272.874023
	Iteration 22Q: 3 clusters Score -5375778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5375789.000000 Penalty: 5272.874023
	Iteration 23Q: 3 clusters Score -5375789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5375793.000000 Penalty: 5272.874023
	Iteration 24Q: 3 clusters Score -5375793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -5375807.000000 Penalty: 5272.874023
	Iteration 25Q: 3 clusters Score -5375807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5375809.500000 Penalty: 5272.874023
	Iteration 26Q: 3 clusters Score -5375810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -5375806.000000 Penalty: 5272.874023
	Iteration 27Q: 3 clusters Score -5375806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -5375807.500000 Penalty: 5272.874023
	Iteration 28Q: 3 clusters Score -5375808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -5375812.500000 Penalty: 5272.874023
	Iteration 29Q: 3 clusters Score -5375812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5375811.500000 Penalty: 5272.874023
	Iteration 30Q: 3 clusters Score -5375812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5375811.500000 Penalty: 5272.874023
	Iteration 31F: 3 clusters Score -5375812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Entering Unmasked Estep 
Score: -2602998.250000 Penalty: 2467.644531
	Iteration 0F: 2 clusters Score -2602998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2588286.750000 Penalty: 4935.289062
	Iteration 0F: 3 clusters Score -2588287 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2593503.750000 Penalty: 4935.289062
	Iteration 1F: 3 clusters Score -2593504 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2594050.250000 Penalty: 4935.289062
	Iteration 2F: 3 clusters Score -2594050 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2594709.000000 Penalty: 4935.289062
	Iteration 3F: 3 clusters Score -2594709 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2595502.250000 Penalty: 4935.289062
	Iteration 4F: 3 clusters Score -2595502 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2596327.000000 Penalty: 4935.289062
	Iteration 5F: 3 clusters Score -2596327 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2597253.250000 Penalty: 4935.289062
	Iteration 6F: 3 clusters Score -2597253 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2598283.750000 Penalty: 4935.289062
	Iteration 7F: 3 clusters Score -2598284 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2599272.000000 Penalty: 4935.289062
	Iteration 8F: 3 clusters Score -2599272 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2600138.250000 Penalty: 4935.289062
	Iteration 9Q: 3 clusters Score -2600138 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2600726.750000 Penalty: 4935.289062
	Iteration 10Q: 3 clusters Score -2600727 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2601065.250000 Penalty: 4935.289062
	Iteration 11Q: 3 clusters Score -2601065 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2601232.000000 Penalty: 4935.289062
	Iteration 12Q: 3 clusters Score -2601232 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2601334.000000 Penalty: 4935.289062
	Iteration 13Q: 3 clusters Score -2601334 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2601387.750000 Penalty: 4935.289062
	Iteration 14Q: 3 clusters Score -2601388 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2601425.500000 Penalty: 4935.289062
	Iteration 15Q: 3 clusters Score -2601426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2601447.000000 Penalty: 4935.289062
	Iteration 16Q: 3 clusters Score -2601447 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2601460.250000 Penalty: 4935.289062
	Iteration 17Q: 3 clusters Score -2601460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2601472.500000 Penalty: 4935.289062
	Iteration 18Q: 3 clusters Score -2601472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2601480.000000 Penalty: 4935.289062
	Iteration 19Q: 3 clusters Score -2601480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2601498.250000 Penalty: 4935.289062
	Iteration 20F: 3 clusters Score -2601498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2601498.250000 Penalty: 4935.289062
	Iteration 21Q: 3 clusters Score -2601498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2601511.250000 Penalty: 4935.289062
	Iteration 22Q: 3 clusters Score -2601511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2601508.750000 Penalty: 4935.289062
	Iteration 23Q: 3 clusters Score -2601509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2601521.750000 Penalty: 4935.289062
	Iteration 24Q: 3 clusters Score -2601522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2601525.250000 Penalty: 4935.289062
	Iteration 25Q: 3 clusters Score -2601525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2601529.750000 Penalty: 4935.289062
	Iteration 26Q: 3 clusters Score -2601530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2601538.750000 Penalty: 4935.289062
	Iteration 27Q: 3 clusters Score -2601539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2601538.750000 Penalty: 4935.289062
	Iteration 28Q: 3 clusters Score -2601539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2601539.000000 Penalty: 4935.289062
	Iteration 29Q: 3 clusters Score -2601539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2601538.000000 Penalty: 4935.289062
	Iteration 30Q: 3 clusters Score -2601538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2601539.000000 Penalty: 4935.289062
	Iteration 31Q: 3 clusters Score -2601539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2601540.000000 Penalty: 4935.289062
	Iteration 32Q: 3 clusters Score -2601540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2601541.250000 Penalty: 4935.289062
	Iteration 33Q: 3 clusters Score -2601541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2601544.500000 Penalty: 4935.289062
	Iteration 34Q: 3 clusters Score -2601544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2601543.000000 Penalty: 4935.289062
	Iteration 35Q: 3 clusters Score -2601543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2601546.000000 Penalty: 4935.289062
	Iteration 36Q: 3 clusters Score -2601546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2601545.750000 Penalty: 4935.289062
	Iteration 37Q: 3 clusters Score -2601546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2601547.500000 Penalty: 4935.289062
	Iteration 38Q: 3 clusters Score -2601548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2601547.750000 Penalty: 4935.289062
	Iteration 39Q: 3 clusters Score -2601548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2601546.750000 Penalty: 4935.289062
	Iteration 40F: 3 clusters Score -2601547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2601546.500000 Penalty: 4935.289062
	Iteration 41Q: 3 clusters Score -2601546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2601548.250000 Penalty: 4935.289062
	Iteration 42Q: 3 clusters Score -2601548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2601549.750000 Penalty: 4935.289062
	Iteration 43Q: 3 clusters Score -2601550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2601550.250000 Penalty: 4935.289062
	Iteration 44Q: 3 clusters Score -2601550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2601550.250000 Penalty: 4935.289062
	Iteration 45F: 3 clusters Score -2601550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -422730.468750 Penalty: 2009.291382
	Iteration 0F: 2 clusters Score -422730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -419350.781250 Penalty: 4018.582764
	Iteration 0F: 3 clusters Score -419350.8 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -420571.750000 Penalty: 4018.582764
	Iteration 1F: 3 clusters Score -420571.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -421229.843750 Penalty: 4018.582764
	Iteration 2F: 3 clusters Score -421229.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -421641.906250 Penalty: 4018.582764
	Iteration 3F: 3 clusters Score -421641.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -421935.968750 Penalty: 4018.582764
	Iteration 4F: 3 clusters Score -421936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -422087.375000 Penalty: 4018.582764
	Iteration 5Q: 3 clusters Score -422087.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -422152.375000 Penalty: 4018.582764
	Iteration 6Q: 3 clusters Score -422152.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -422193.625000 Penalty: 4018.582764
	Iteration 7Q: 3 clusters Score -422193.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -422222.500000 Penalty: 4018.582764
	Iteration 8Q: 3 clusters Score -422222.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -422248.718750 Penalty: 4018.582764
	Iteration 9Q: 3 clusters Score -422248.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -422277.281250 Penalty: 4018.582764
	Iteration 10Q: 3 clusters Score -422277.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -422298.656250 Penalty: 4018.582764
	Iteration 11Q: 3 clusters Score -422298.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -422315.906250 Penalty: 4018.582764
	Iteration 12Q: 3 clusters Score -422315.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -422335.281250 Penalty: 4018.582764
	Iteration 13Q: 3 clusters Score -422335.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -422352.718750 Penalty: 4018.582764
	Iteration 14Q: 3 clusters Score -422352.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -422375.000000 Penalty: 4018.582764
	Iteration 15Q: 3 clusters Score -422375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -422403.093750 Penalty: 4018.582764
	Iteration 16Q: 3 clusters Score -422403.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -422427.187500 Penalty: 4018.582764
	Iteration 17Q: 3 clusters Score -422427.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -422448.750000 Penalty: 4018.582764
	Iteration 18Q: 3 clusters Score -422448.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -422483.656250 Penalty: 4018.582764
	Iteration 19Q: 3 clusters Score -422483.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -422526.843750 Penalty: 4018.582764
	Iteration 20F: 3 clusters Score -422526.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -422584.968750 Penalty: 4018.582764
	Iteration 21Q: 3 clusters Score -422585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -422674.937500 Penalty: 4018.582764
	Iteration 22Q: 3 clusters Score -422674.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -422790.687500 Penalty: 4018.582764
	Iteration 23Q: 3 clusters Score -422790.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -422941.531250 Penalty: 4018.582764
	Iteration 24Q: 3 clusters Score -422941.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -423174.687500 Penalty: 4018.582764
	Iteration 25Q: 3 clusters Score -423174.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -423464.750000 Penalty: 4018.582764
	Iteration 26Q: 3 clusters Score -423464.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -423672.968750 Penalty: 4018.582764
	Iteration 27Q: 3 clusters Score -423673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -423737.187500 Penalty: 4018.582764
	Iteration 28Q: 3 clusters Score -423737.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -423751.687500 Penalty: 4018.582764
	Iteration 29Q: 3 clusters Score -423751.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -423756.968750 Penalty: 4018.582764
	Iteration 30Q: 3 clusters Score -423757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -423758.312500 Penalty: 4018.582764
	Iteration 31Q: 3 clusters Score -423758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -423759.843750 Penalty: 4018.582764
	Iteration 32Q: 3 clusters Score -423759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -423759.843750 Penalty: 4018.582764
	Iteration 33Q: 3 clusters Score -423759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -423767.093750 Penalty: 4018.582764
	Iteration 34F: 3 clusters Score -423767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -423769.218750 Penalty: 4018.582764
	Iteration 35Q: 3 clusters Score -423769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -423770.468750 Penalty: 4018.582764
	Iteration 36Q: 3 clusters Score -423770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -423770.062500 Penalty: 4018.582764
	Iteration 37Q: 3 clusters Score -423770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -423771.562500 Penalty: 4018.582764
	Iteration 38Q: 3 clusters Score -423771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -423771.562500 Penalty: 4018.582764
	Iteration 39F: 3 clusters Score -423771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 21774 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 35981 members 
Mstep: Class 9 contains 27093 members 
Mstep: Class 10 contains 69371 members 
Mstep: Class 11 contains 190201 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 172866 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 1521 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 215073 members 
Mstep: Class 22 contains 11657 members 
Mstep: Class 23 contains 41390 members 
Mstep: Class 24 contains 20956 members 
Mstep: Class 25 contains 2044 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 9285 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 1601 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 1257 members 
Entering Unmasked Estep 
Score: -133230496.000000 Penalty: 106424.484375
Splitting cluster 25 changes total score from -133227024.000000 to -133230496.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 21774 members 
Mstep: Class 5 contains 12910 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 35981 members 
Mstep: Class 9 contains 27093 members 
Mstep: Class 10 contains 69371 members 
Mstep: Class 11 contains 190201 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 172866 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 1521 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 215073 members 
Mstep: Class 22 contains 11657 members 
Mstep: Class 23 contains 41390 members 
Mstep: Class 24 contains 20956 members 
Mstep: Class 25 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231792.000000 Penalty: 106424.484375
Iteration 79Q: 32 clusters Score -1.332318e+08 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 12877 members 
Mstep: Class 6 contains 12408 members 
Mstep: Class 7 contains 45333 members 
Mstep: Class 8 contains 36041 members 
Mstep: Class 9 contains 26955 members 
Mstep: Class 10 contains 69126 members 
Mstep: Class 11 contains 190231 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 174307 members 
Mstep: Class 14 contains 386 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 45030 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 1662 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 18933 members 
Mstep: Class 21 contains 214319 members 
Mstep: Class 22 contains 11685 members 
Mstep: Class 23 contains 41305 members 
Mstep: Class 24 contains 20962 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 9281 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 882 members 
Mstep: Class 31 contains 1180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234400.000000 Penalty: 106424.484375
Iteration 80F: 32 clusters Score -1.332344e+08 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 21397 members 
Mstep: Class 5 contains 12833 members 
Mstep: Class 6 contains 12352 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 35877 members 
Mstep: Class 9 contains 26805 members 
Mstep: Class 10 contains 68722 members 
Mstep: Class 11 contains 190249 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 175799 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3465 members 
Mstep: Class 16 contains 44858 members 
Mstep: Class 17 contains 270 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 2343 members 
Mstep: Class 20 contains 18890 members 
Mstep: Class 21 contains 213443 members 
Mstep: Class 22 contains 11729 members 
Mstep: Class 23 contains 41313 members 
Mstep: Class 24 contains 20633 members 
Mstep: Class 25 contains 2142 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 9523 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 2064 members 
Mstep: Class 30 contains 920 members 
Mstep: Class 31 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235736.000000 Penalty: 106424.484375
Iteration 81Q: 32 clusters Score -1.332357e+08 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 21222 members 
Mstep: Class 5 contains 12771 members 
Mstep: Class 6 contains 12307 members 
Mstep: Class 7 contains 45413 members 
Mstep: Class 8 contains 35872 members 
Mstep: Class 9 contains 26663 members 
Mstep: Class 10 contains 68408 members 
Mstep: Class 11 contains 190249 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 177310 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 44635 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 1781 members 
Mstep: Class 19 contains 2334 members 
Mstep: Class 20 contains 18849 members 
Mstep: Class 21 contains 212475 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 41318 members 
Mstep: Class 24 contains 20508 members 
Mstep: Class 25 contains 2143 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 9740 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 2359 members 
Mstep: Class 30 contains 928 members 
Mstep: Class 31 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236224.000000 Penalty: 106424.484375
Iteration 82Q: 32 clusters Score -1.332362e+08 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 2672 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 21056 members 
Mstep: Class 5 contains 12705 members 
Mstep: Class 6 contains 12274 members 
Mstep: Class 7 contains 45458 members 
Mstep: Class 8 contains 35899 members 
Mstep: Class 9 contains 26527 members 
Mstep: Class 10 contains 68094 members 
Mstep: Class 11 contains 190241 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 178851 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3494 members 
Mstep: Class 16 contains 44399 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 1809 members 
Mstep: Class 19 contains 2331 members 
Mstep: Class 20 contains 18813 members 
Mstep: Class 21 contains 211438 members 
Mstep: Class 22 contains 11841 members 
Mstep: Class 23 contains 41328 members 
Mstep: Class 24 contains 20512 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 9967 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 2544 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236896.000000 Penalty: 106424.484375
Iteration 83Q: 32 clusters Score -1.332369e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 20916 members 
Mstep: Class 5 contains 12626 members 
Mstep: Class 6 contains 12235 members 
Mstep: Class 7 contains 45494 members 
Mstep: Class 8 contains 35945 members 
Mstep: Class 9 contains 26416 members 
Mstep: Class 10 contains 67824 members 
Mstep: Class 11 contains 190236 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 180258 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 16 contains 44177 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 1830 members 
Mstep: Class 19 contains 2332 members 
Mstep: Class 20 contains 18778 members 
Mstep: Class 21 contains 210400 members 
Mstep: Class 22 contains 11903 members 
Mstep: Class 23 contains 41347 members 
Mstep: Class 24 contains 20537 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 10216 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 2681 members 
Mstep: Class 30 contains 924 members 
Mstep: Class 31 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237080.000000 Penalty: 106424.484375
Iteration 84Q: 32 clusters Score -1.332371e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 20774 members 
Mstep: Class 5 contains 12567 members 
Mstep: Class 6 contains 12204 members 
Mstep: Class 7 contains 45537 members 
Mstep: Class 8 contains 35971 members 
Mstep: Class 9 contains 26283 members 
Mstep: Class 10 contains 67555 members 
Mstep: Class 11 contains 190235 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 181670 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 16 contains 43979 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 1838 members 
Mstep: Class 19 contains 2329 members 
Mstep: Class 20 contains 18742 members 
Mstep: Class 21 contains 209335 members 
Mstep: Class 22 contains 11966 members 
Mstep: Class 23 contains 41375 members 
Mstep: Class 24 contains 20617 members 
Mstep: Class 25 contains 2145 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 10472 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 2782 members 
Mstep: Class 30 contains 924 members 
Mstep: Class 31 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237768.000000 Penalty: 106424.484375
Iteration 85Q: 32 clusters Score -1.332378e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 20630 members 
Mstep: Class 5 contains 12510 members 
Mstep: Class 6 contains 12180 members 
Mstep: Class 7 contains 45561 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 26155 members 
Mstep: Class 10 contains 67262 members 
Mstep: Class 11 contains 190223 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 183102 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3545 members 
Mstep: Class 16 contains 43813 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 18710 members 
Mstep: Class 21 contains 208300 members 
Mstep: Class 22 contains 12027 members 
Mstep: Class 23 contains 41391 members 
Mstep: Class 24 contains 20671 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 10704 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 2876 members 
Mstep: Class 30 contains 925 members 
Mstep: Class 31 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237984.000000 Penalty: 106424.484375
Iteration 86Q: 32 clusters Score -1.33238e+08 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 20489 members 
Mstep: Class 5 contains 12460 members 
Mstep: Class 6 contains 12150 members 
Mstep: Class 7 contains 45598 members 
Mstep: Class 8 contains 36056 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 66956 members 
Mstep: Class 11 contains 190211 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 184562 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3562 members 
Mstep: Class 16 contains 43638 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 2317 members 
Mstep: Class 20 contains 18663 members 
Mstep: Class 21 contains 207303 members 
Mstep: Class 22 contains 12084 members 
Mstep: Class 23 contains 41414 members 
Mstep: Class 24 contains 20721 members 
Mstep: Class 25 contains 2145 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 10939 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 924 members 
Mstep: Class 31 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238504.000000 Penalty: 106424.484375
Iteration 87Q: 32 clusters Score -1.332385e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 20357 members 
Mstep: Class 5 contains 12402 members 
Mstep: Class 6 contains 12125 members 
Mstep: Class 7 contains 45589 members 
Mstep: Class 8 contains 36096 members 
Mstep: Class 9 contains 25874 members 
Mstep: Class 10 contains 66682 members 
Mstep: Class 11 contains 190211 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 185959 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 43459 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 18618 members 
Mstep: Class 21 contains 206361 members 
Mstep: Class 22 contains 12135 members 
Mstep: Class 23 contains 41452 members 
Mstep: Class 24 contains 20794 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 11168 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 924 members 
Mstep: Class 31 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238888.000000 Penalty: 106424.484375
Iteration 88Q: 32 clusters Score -1.332389e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 20233 members 
Mstep: Class 5 contains 12346 members 
Mstep: Class 6 contains 12091 members 
Mstep: Class 7 contains 45570 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 25747 members 
Mstep: Class 10 contains 66363 members 
Mstep: Class 11 contains 190216 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 187312 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 43274 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 205465 members 
Mstep: Class 22 contains 12192 members 
Mstep: Class 23 contains 41505 members 
Mstep: Class 24 contains 20881 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 11378 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 3093 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239192.000000 Penalty: 106424.484375
Iteration 89Q: 32 clusters Score -1.332392e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 20109 members 
Mstep: Class 5 contains 12300 members 
Mstep: Class 6 contains 12047 members 
Mstep: Class 7 contains 45554 members 
Mstep: Class 8 contains 36179 members 
Mstep: Class 9 contains 25634 members 
Mstep: Class 10 contains 66070 members 
Mstep: Class 11 contains 190238 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 188539 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 43111 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 18540 members 
Mstep: Class 21 contains 204611 members 
Mstep: Class 22 contains 12248 members 
Mstep: Class 23 contains 41575 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 11592 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239568.000000 Penalty: 106424.484375
Iteration 90Q: 32 clusters Score -1.332396e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19991 members 
Mstep: Class 5 contains 12270 members 
Mstep: Class 6 contains 12031 members 
Mstep: Class 7 contains 45533 members 
Mstep: Class 8 contains 36216 members 
Mstep: Class 9 contains 25490 members 
Mstep: Class 10 contains 65761 members 
Mstep: Class 11 contains 190227 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 189725 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 42984 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 203826 members 
Mstep: Class 22 contains 12304 members 
Mstep: Class 23 contains 41662 members 
Mstep: Class 24 contains 21011 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 11794 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239320.000000 Penalty: 106424.484375
Iteration 91Q: 32 clusters Score -1.332393e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19869 members 
Mstep: Class 5 contains 12233 members 
Mstep: Class 6 contains 12004 members 
Mstep: Class 7 contains 45517 members 
Mstep: Class 8 contains 36259 members 
Mstep: Class 9 contains 25330 members 
Mstep: Class 10 contains 65476 members 
Mstep: Class 11 contains 190249 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 190818 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 42837 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 18443 members 
Mstep: Class 21 contains 203154 members 
Mstep: Class 22 contains 12351 members 
Mstep: Class 23 contains 41732 members 
Mstep: Class 24 contains 21076 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12002 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3203 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239928.000000 Penalty: 106424.484375
Iteration 92Q: 32 clusters Score -1.332399e+08 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19730 members 
Mstep: Class 5 contains 12201 members 
Mstep: Class 6 contains 11970 members 
Mstep: Class 7 contains 45522 members 
Mstep: Class 8 contains 36297 members 
Mstep: Class 9 contains 25168 members 
Mstep: Class 10 contains 65181 members 
Mstep: Class 11 contains 190257 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 191816 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 42697 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 18371 members 
Mstep: Class 21 contains 202554 members 
Mstep: Class 22 contains 12402 members 
Mstep: Class 23 contains 41818 members 
Mstep: Class 24 contains 21141 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12207 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3227 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240160.000000 Penalty: 106424.484375
Iteration 93Q: 32 clusters Score -1.332402e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19604 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 45505 members 
Mstep: Class 8 contains 36316 members 
Mstep: Class 9 contains 25013 members 
Mstep: Class 10 contains 64902 members 
Mstep: Class 11 contains 190265 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 192789 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 42592 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 18299 members 
Mstep: Class 21 contains 201984 members 
Mstep: Class 22 contains 12447 members 
Mstep: Class 23 contains 41919 members 
Mstep: Class 24 contains 21190 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12395 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3247 members 
Mstep: Class 30 contains 921 members 
Mstep: Class 31 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240104.000000 Penalty: 106424.484375
Iteration 94Q: 32 clusters Score -1.332401e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19505 members 
Mstep: Class 5 contains 12163 members 
Mstep: Class 6 contains 11914 members 
Mstep: Class 7 contains 45489 members 
Mstep: Class 8 contains 36345 members 
Mstep: Class 9 contains 24861 members 
Mstep: Class 10 contains 64668 members 
Mstep: Class 11 contains 190275 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 193520 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 42489 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 2258 members 
Mstep: Class 20 contains 18240 members 
Mstep: Class 21 contains 201533 members 
Mstep: Class 22 contains 12503 members 
Mstep: Class 23 contains 42003 members 
Mstep: Class 24 contains 21208 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12595 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3273 members 
Mstep: Class 30 contains 920 members 
Mstep: Class 31 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240520.000000 Penalty: 106424.484375
Iteration 95Q: 32 clusters Score -1.332405e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19417 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 11876 members 
Mstep: Class 7 contains 45493 members 
Mstep: Class 8 contains 36385 members 
Mstep: Class 9 contains 24734 members 
Mstep: Class 10 contains 64452 members 
Mstep: Class 11 contains 190301 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 193992 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 42383 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 18159 members 
Mstep: Class 21 contains 201244 members 
Mstep: Class 22 contains 12561 members 
Mstep: Class 23 contains 42098 members 
Mstep: Class 24 contains 21233 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 12823 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3297 members 
Mstep: Class 30 contains 917 members 
Mstep: Class 31 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240624.000000 Penalty: 106424.484375
Iteration 96Q: 32 clusters Score -1.332406e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19317 members 
Mstep: Class 5 contains 12127 members 
Mstep: Class 6 contains 11855 members 
Mstep: Class 7 contains 45444 members 
Mstep: Class 8 contains 36425 members 
Mstep: Class 9 contains 24600 members 
Mstep: Class 10 contains 64268 members 
Mstep: Class 11 contains 190315 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 194308 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 42306 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 2244 members 
Mstep: Class 20 contains 18103 members 
Mstep: Class 21 contains 201073 members 
Mstep: Class 22 contains 12616 members 
Mstep: Class 23 contains 42190 members 
Mstep: Class 24 contains 21252 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 13081 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3322 members 
Mstep: Class 30 contains 917 members 
Mstep: Class 31 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 32 clusters Score -1.332409e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19224 members 
Mstep: Class 5 contains 12098 members 
Mstep: Class 6 contains 11839 members 
Mstep: Class 7 contains 45421 members 
Mstep: Class 8 contains 36463 members 
Mstep: Class 9 contains 24458 members 
Mstep: Class 10 contains 64075 members 
Mstep: Class 11 contains 190323 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 194496 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 42223 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 1925 members 
Mstep: Class 19 contains 2238 members 
Mstep: Class 20 contains 18052 members 
Mstep: Class 21 contains 201068 members 
Mstep: Class 22 contains 12688 members 
Mstep: Class 23 contains 42261 members 
Mstep: Class 24 contains 21283 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 13323 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240968.000000 Penalty: 106424.484375
Iteration 98Q: 32 clusters Score -1.33241e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 2634 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19136 members 
Mstep: Class 5 contains 12076 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 45401 members 
Mstep: Class 8 contains 36477 members 
Mstep: Class 9 contains 24328 members 
Mstep: Class 10 contains 63909 members 
Mstep: Class 11 contains 190317 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 194544 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 42176 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 17999 members 
Mstep: Class 21 contains 201136 members 
Mstep: Class 22 contains 12733 members 
Mstep: Class 23 contains 42342 members 
Mstep: Class 24 contains 21313 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3362 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241168.000000 Penalty: 106424.484375
Iteration 99Q: 32 clusters Score -1.332412e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 19044 members 
Mstep: Class 5 contains 12064 members 
Mstep: Class 6 contains 11812 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 36480 members 
Mstep: Class 9 contains 24212 members 
Mstep: Class 10 contains 63772 members 
Mstep: Class 11 contains 190323 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 194472 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3725 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 1928 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 17962 members 
Mstep: Class 21 contains 201249 members 
Mstep: Class 22 contains 12787 members 
Mstep: Class 23 contains 42434 members 
Mstep: Class 24 contains 21343 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 13794 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3384 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 1458 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 32 clusters Score -1.332411e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18964 members 
Mstep: Class 5 contains 12037 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 36494 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 63658 members 
Mstep: Class 11 contains 190340 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 194331 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 42109 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 1935 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 17929 members 
Mstep: Class 21 contains 201413 members 
Mstep: Class 22 contains 12835 members 
Mstep: Class 23 contains 42524 members 
Mstep: Class 24 contains 21379 members 
Mstep: Class 25 contains 2091 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 14029 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3395 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 1471 members 
Entering Unmasked Estep 
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Iteration 101Q: 32 clusters Score -1.332415e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18888 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 11784 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36507 members 
Mstep: Class 9 contains 23984 members 
Mstep: Class 10 contains 63551 members 
Mstep: Class 11 contains 190340 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 194134 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 42086 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 20 contains 17888 members 
Mstep: Class 21 contains 201632 members 
Mstep: Class 22 contains 12874 members 
Mstep: Class 23 contains 42602 members 
Mstep: Class 24 contains 21402 members 
Mstep: Class 25 contains 2065 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 14238 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3406 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241712.000000 Penalty: 106424.484375
Iteration 102Q: 32 clusters Score -1.332417e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18816 members 
Mstep: Class 5 contains 11987 members 
Mstep: Class 6 contains 11773 members 
Mstep: Class 7 contains 45333 members 
Mstep: Class 8 contains 36522 members 
Mstep: Class 9 contains 23904 members 
Mstep: Class 10 contains 63439 members 
Mstep: Class 11 contains 190344 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 193850 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3753 members 
Mstep: Class 16 contains 42069 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 20 contains 17874 members 
Mstep: Class 21 contains 201901 members 
Mstep: Class 22 contains 12909 members 
Mstep: Class 23 contains 42672 members 
Mstep: Class 24 contains 21425 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 14419 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 1497 members 
Entering Unmasked Estep 
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Iteration 103Q: 32 clusters Score -1.332422e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18759 members 
Mstep: Class 5 contains 11966 members 
Mstep: Class 6 contains 11760 members 
Mstep: Class 7 contains 45334 members 
Mstep: Class 8 contains 36542 members 
Mstep: Class 9 contains 23845 members 
Mstep: Class 10 contains 63331 members 
Mstep: Class 11 contains 190346 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 193592 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 42042 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 17854 members 
Mstep: Class 21 contains 202174 members 
Mstep: Class 22 contains 12938 members 
Mstep: Class 23 contains 42749 members 
Mstep: Class 24 contains 21441 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 14562 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3431 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 32 clusters Score -1.332424e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18698 members 
Mstep: Class 5 contains 11945 members 
Mstep: Class 6 contains 11746 members 
Mstep: Class 7 contains 45335 members 
Mstep: Class 8 contains 36551 members 
Mstep: Class 9 contains 23790 members 
Mstep: Class 10 contains 63219 members 
Mstep: Class 11 contains 190346 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 193347 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 42015 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 17843 members 
Mstep: Class 21 contains 202475 members 
Mstep: Class 22 contains 12967 members 
Mstep: Class 23 contains 42806 members 
Mstep: Class 24 contains 21453 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 14691 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3446 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 1508 members 
Entering Unmasked Estep 
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Iteration 105Q: 32 clusters Score -1.332426e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 2634 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18652 members 
Mstep: Class 5 contains 11926 members 
Mstep: Class 6 contains 11732 members 
Mstep: Class 7 contains 45335 members 
Mstep: Class 8 contains 36569 members 
Mstep: Class 9 contains 23741 members 
Mstep: Class 10 contains 63103 members 
Mstep: Class 11 contains 190346 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 193125 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 16 contains 41987 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 2227 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 202764 members 
Mstep: Class 22 contains 12993 members 
Mstep: Class 23 contains 42866 members 
Mstep: Class 24 contains 21456 members 
Mstep: Class 25 contains 2036 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 14793 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3462 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 1509 members 
Entering Unmasked Estep 
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Iteration 106Q: 32 clusters Score -1.332426e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18586 members 
Mstep: Class 5 contains 11907 members 
Mstep: Class 6 contains 11722 members 
Mstep: Class 7 contains 45325 members 
Mstep: Class 8 contains 36586 members 
Mstep: Class 9 contains 23702 members 
Mstep: Class 10 contains 62994 members 
Mstep: Class 11 contains 190341 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 192863 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3829 members 
Mstep: Class 16 contains 41959 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 2225 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 203061 members 
Mstep: Class 22 contains 13016 members 
Mstep: Class 23 contains 42930 members 
Mstep: Class 24 contains 21467 members 
Mstep: Class 25 contains 2032 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 14899 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3484 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 32 clusters Score -1.332426e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18534 members 
Mstep: Class 5 contains 11880 members 
Mstep: Class 6 contains 11709 members 
Mstep: Class 7 contains 45319 members 
Mstep: Class 8 contains 36595 members 
Mstep: Class 9 contains 23665 members 
Mstep: Class 10 contains 62881 members 
Mstep: Class 11 contains 190338 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 192602 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 41946 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 17794 members 
Mstep: Class 21 contains 203377 members 
Mstep: Class 22 contains 13035 members 
Mstep: Class 23 contains 42976 members 
Mstep: Class 24 contains 21474 members 
Mstep: Class 25 contains 2030 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 14987 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3498 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 1519 members 
Entering Unmasked Estep 
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Iteration 108Q: 32 clusters Score -1.332426e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 2634 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18483 members 
Mstep: Class 5 contains 11860 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 45307 members 
Mstep: Class 8 contains 36601 members 
Mstep: Class 9 contains 23629 members 
Mstep: Class 10 contains 62776 members 
Mstep: Class 11 contains 190342 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 192406 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 41923 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 17787 members 
Mstep: Class 21 contains 203642 members 
Mstep: Class 22 contains 13053 members 
Mstep: Class 23 contains 43005 members 
Mstep: Class 24 contains 21486 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15080 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3504 members 
Mstep: Class 30 contains 913 members 
Mstep: Class 31 contains 1522 members 
Entering Unmasked Estep 
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Iteration 109Q: 32 clusters Score -1.332428e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18452 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 11699 members 
Mstep: Class 7 contains 45302 members 
Mstep: Class 8 contains 36608 members 
Mstep: Class 9 contains 23592 members 
Mstep: Class 10 contains 62672 members 
Mstep: Class 11 contains 190344 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 192275 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 16 contains 41907 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 17783 members 
Mstep: Class 21 contains 203831 members 
Mstep: Class 22 contains 13067 members 
Mstep: Class 23 contains 43037 members 
Mstep: Class 24 contains 21497 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15162 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3509 members 
Mstep: Class 30 contains 914 members 
Mstep: Class 31 contains 1525 members 
Entering Unmasked Estep 
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Iteration 110Q: 32 clusters Score -1.332426e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18418 members 
Mstep: Class 5 contains 11826 members 
Mstep: Class 6 contains 11692 members 
Mstep: Class 7 contains 45319 members 
Mstep: Class 8 contains 36611 members 
Mstep: Class 9 contains 23556 members 
Mstep: Class 10 contains 62590 members 
Mstep: Class 11 contains 190341 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 192159 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3926 members 
Mstep: Class 16 contains 41902 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 17772 members 
Mstep: Class 21 contains 203991 members 
Mstep: Class 22 contains 13081 members 
Mstep: Class 23 contains 43057 members 
Mstep: Class 24 contains 21502 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15227 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3517 members 
Mstep: Class 30 contains 913 members 
Mstep: Class 31 contains 1523 members 
Entering Unmasked Estep 
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Iteration 111Q: 32 clusters Score -1.332429e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18396 members 
Mstep: Class 5 contains 11816 members 
Mstep: Class 6 contains 11685 members 
Mstep: Class 7 contains 45313 members 
Mstep: Class 8 contains 36616 members 
Mstep: Class 9 contains 23534 members 
Mstep: Class 10 contains 62502 members 
Mstep: Class 11 contains 190336 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 192048 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 41885 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 17763 members 
Mstep: Class 21 contains 204145 members 
Mstep: Class 22 contains 13089 members 
Mstep: Class 23 contains 43080 members 
Mstep: Class 24 contains 21518 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15282 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3523 members 
Mstep: Class 30 contains 913 members 
Mstep: Class 31 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242976.000000 Penalty: 106424.484375
Iteration 112Q: 32 clusters Score -1.33243e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18371 members 
Mstep: Class 5 contains 11810 members 
Mstep: Class 6 contains 11677 members 
Mstep: Class 7 contains 45304 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 23506 members 
Mstep: Class 10 contains 62431 members 
Mstep: Class 11 contains 190338 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 191975 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 41869 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 17750 members 
Mstep: Class 21 contains 204251 members 
Mstep: Class 22 contains 13107 members 
Mstep: Class 23 contains 43099 members 
Mstep: Class 24 contains 21526 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15344 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242816.000000 Penalty: 106424.484375
Iteration 113Q: 32 clusters Score -1.332428e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18343 members 
Mstep: Class 5 contains 11797 members 
Mstep: Class 6 contains 11670 members 
Mstep: Class 7 contains 45289 members 
Mstep: Class 8 contains 36622 members 
Mstep: Class 9 contains 23478 members 
Mstep: Class 10 contains 62367 members 
Mstep: Class 11 contains 190344 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 191923 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 41856 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 17739 members 
Mstep: Class 21 contains 204365 members 
Mstep: Class 22 contains 13114 members 
Mstep: Class 23 contains 43108 members 
Mstep: Class 24 contains 21538 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15404 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3537 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242776.000000 Penalty: 106424.484375
Iteration 114Q: 32 clusters Score -1.332428e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18319 members 
Mstep: Class 5 contains 11790 members 
Mstep: Class 6 contains 11660 members 
Mstep: Class 7 contains 45282 members 
Mstep: Class 8 contains 36626 members 
Mstep: Class 9 contains 23463 members 
Mstep: Class 10 contains 62318 members 
Mstep: Class 11 contains 190349 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 191834 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 41846 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 17733 members 
Mstep: Class 21 contains 204470 members 
Mstep: Class 22 contains 13123 members 
Mstep: Class 23 contains 43116 members 
Mstep: Class 24 contains 21542 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15457 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3543 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242624.000000 Penalty: 106424.484375
Iteration 115Q: 32 clusters Score -1.332426e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18298 members 
Mstep: Class 5 contains 11777 members 
Mstep: Class 6 contains 11650 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 36628 members 
Mstep: Class 9 contains 23448 members 
Mstep: Class 10 contains 62274 members 
Mstep: Class 11 contains 190366 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 191744 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4047 members 
Mstep: Class 16 contains 41837 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 17728 members 
Mstep: Class 21 contains 204556 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 43124 members 
Mstep: Class 24 contains 21545 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15521 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3544 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242616.000000 Penalty: 106424.484375
Iteration 116Q: 32 clusters Score -1.332426e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18276 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 45241 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 23443 members 
Mstep: Class 10 contains 62219 members 
Mstep: Class 11 contains 190371 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 191713 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4072 members 
Mstep: Class 16 contains 41833 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 17722 members 
Mstep: Class 21 contains 204622 members 
Mstep: Class 22 contains 13134 members 
Mstep: Class 23 contains 43133 members 
Mstep: Class 24 contains 21545 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15567 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3546 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242688.000000 Penalty: 106424.484375
Iteration 117Q: 32 clusters Score -1.332427e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18251 members 
Mstep: Class 5 contains 11755 members 
Mstep: Class 6 contains 11632 members 
Mstep: Class 7 contains 45213 members 
Mstep: Class 8 contains 36644 members 
Mstep: Class 9 contains 23435 members 
Mstep: Class 10 contains 62168 members 
Mstep: Class 11 contains 190371 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 191698 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4091 members 
Mstep: Class 16 contains 41824 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 2227 members 
Mstep: Class 20 contains 17721 members 
Mstep: Class 21 contains 204662 members 
Mstep: Class 22 contains 13146 members 
Mstep: Class 23 contains 43164 members 
Mstep: Class 24 contains 21545 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15604 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3552 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242608.000000 Penalty: 106424.484375
Iteration 118Q: 32 clusters Score -1.332426e+08 nChanged 591
Entering ConstructFrom: 
Score: -133242608.000000 Penalty: 106424.484375
Entering ConstructFrom: 
Trying to split cluster 1 (54957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Entering Unmasked Estep 
Score: -7226472.000000 Penalty: 2706.748047
	Iteration 0F: 2 clusters Score -7226472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -7189442.000000 Penalty: 5413.496094
	Iteration 0F: 3 clusters Score -7189442 nChanged 25540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -7203674.500000 Penalty: 5413.496094
	Iteration 1F: 3 clusters Score -7203674 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -7204237.000000 Penalty: 5413.496094
	Iteration 2Q: 3 clusters Score -7204237 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -7204745.500000 Penalty: 5413.496094
	Iteration 3Q: 3 clusters Score -7204746 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -7205234.000000 Penalty: 5413.496094
	Iteration 4Q: 3 clusters Score -7205234 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -7205821.000000 Penalty: 5413.496094
	Iteration 5Q: 3 clusters Score -7205821 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -7206491.000000 Penalty: 5413.496094
	Iteration 6Q: 3 clusters Score -7206491 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -7207472.500000 Penalty: 5413.496094
	Iteration 7Q: 3 clusters Score -7207472 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -7208834.500000 Penalty: 5413.496094
	Iteration 8Q: 3 clusters Score -7208834 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -7210714.500000 Penalty: 5413.496094
	Iteration 9F: 3 clusters Score -7210714 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -7213037.000000 Penalty: 5413.496094
	Iteration 10F: 3 clusters Score -7213037 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -7215128.000000 Penalty: 5413.496094
	Iteration 11F: 3 clusters Score -7215128 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7216752.000000 Penalty: 5413.496094
	Iteration 12F: 3 clusters Score -7216752 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -7217913.500000 Penalty: 5413.496094
	Iteration 13Q: 3 clusters Score -7217914 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -7218748.500000 Penalty: 5413.496094
	Iteration 14Q: 3 clusters Score -7218748 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -7219428.500000 Penalty: 5413.496094
	Iteration 15Q: 3 clusters Score -7219428 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -7219974.000000 Penalty: 5413.496094
	Iteration 16Q: 3 clusters Score -7219974 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -7220465.000000 Penalty: 5413.496094
	Iteration 17Q: 3 clusters Score -7220465 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -7221007.000000 Penalty: 5413.496094
	Iteration 18Q: 3 clusters Score -7221007 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -7221548.500000 Penalty: 5413.496094
	Iteration 19Q: 3 clusters Score -7221548 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -7222023.500000 Penalty: 5413.496094
	Iteration 20F: 3 clusters Score -7222024 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -7222454.000000 Penalty: 5413.496094
	Iteration 21Q: 3 clusters Score -7222454 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -7222831.500000 Penalty: 5413.496094
	Iteration 22Q: 3 clusters Score -7222832 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -7223239.000000 Penalty: 5413.496094
	Iteration 23Q: 3 clusters Score -7223239 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -7223509.000000 Penalty: 5413.496094
	Iteration 24Q: 3 clusters Score -7223509 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -7223727.500000 Penalty: 5413.496094
	Iteration 25Q: 3 clusters Score -7223728 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -7223920.000000 Penalty: 5413.496094
	Iteration 26Q: 3 clusters Score -7223920 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -7224052.500000 Penalty: 5413.496094
	Iteration 27Q: 3 clusters Score -7224052 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -7224133.000000 Penalty: 5413.496094
	Iteration 28Q: 3 clusters Score -7224133 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -7224210.500000 Penalty: 5413.496094
	Iteration 29Q: 3 clusters Score -7224210 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -7224278.000000 Penalty: 5413.496094
	Iteration 30Q: 3 clusters Score -7224278 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -7224345.000000 Penalty: 5413.496094
	Iteration 31Q: 3 clusters Score -7224345 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -7224389.500000 Penalty: 5413.496094
	Iteration 32Q: 3 clusters Score -7224390 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -7224426.500000 Penalty: 5413.496094
	Iteration 33Q: 3 clusters Score -7224426 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -7224463.500000 Penalty: 5413.496094
	Iteration 34Q: 3 clusters Score -7224464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -7224474.000000 Penalty: 5413.496094
	Iteration 35Q: 3 clusters Score -7224474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -7224497.000000 Penalty: 5413.496094
	Iteration 36Q: 3 clusters Score -7224497 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -7224543.500000 Penalty: 5413.496094
	Iteration 37Q: 3 clusters Score -7224544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -7224562.000000 Penalty: 5413.496094
	Iteration 38Q: 3 clusters Score -7224562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -7224574.000000 Penalty: 5413.496094
	Iteration 39Q: 3 clusters Score -7224574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -7224595.000000 Penalty: 5413.496094
	Iteration 40F: 3 clusters Score -7224595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -7224619.500000 Penalty: 5413.496094
	Iteration 41Q: 3 clusters Score -7224620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -7224626.500000 Penalty: 5413.496094
	Iteration 42Q: 3 clusters Score -7224626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -7224631.500000 Penalty: 5413.496094
	Iteration 43Q: 3 clusters Score -7224632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -7224639.000000 Penalty: 5413.496094
	Iteration 44Q: 3 clusters Score -7224639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -7224650.500000 Penalty: 5413.496094
	Iteration 45Q: 3 clusters Score -7224650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -7224664.000000 Penalty: 5413.496094
	Iteration 46Q: 3 clusters Score -7224664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -7224670.500000 Penalty: 5413.496094
	Iteration 47Q: 3 clusters Score -7224670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -7224670.000000 Penalty: 5413.496094
	Iteration 48Q: 3 clusters Score -7224670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -7224667.000000 Penalty: 5413.496094
	Iteration 49Q: 3 clusters Score -7224667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -7224671.000000 Penalty: 5413.496094
	Iteration 50Q: 3 clusters Score -7224671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -7224672.000000 Penalty: 5413.496094
	Iteration 51Q: 3 clusters Score -7224672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -7224679.500000 Penalty: 5413.496094
	Iteration 52Q: 3 clusters Score -7224680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -7224681.500000 Penalty: 5413.496094
	Iteration 53Q: 3 clusters Score -7224682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7224681.000000 Penalty: 5413.496094
	Iteration 54Q: 3 clusters Score -7224681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -7224682.000000 Penalty: 5413.496094
	Iteration 55Q: 3 clusters Score -7224682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -7224678.500000 Penalty: 5413.496094
	Iteration 56Q: 3 clusters Score -7224678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -7224677.500000 Penalty: 5413.496094
	Iteration 57Q: 3 clusters Score -7224678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -7224677.000000 Penalty: 5413.496094
	Iteration 58Q: 3 clusters Score -7224677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -7224676.500000 Penalty: 5413.496094
	Iteration 59Q: 3 clusters Score -7224676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -7224676.500000 Penalty: 5413.496094
	Iteration 60F: 3 clusters Score -7224676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -323352.218750 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -323352.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -320348.718750 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -320348.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -320941.343750 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -320941.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -321077.343750 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -321077.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -321176.343750 Penalty: 3906.436035
	Iteration 3Q: 3 clusters Score -321176.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -321250.250000 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -321250.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -321312.500000 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -321312.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -321366.062500 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -321366.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -321399.812500 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -321399.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -321437.843750 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -321437.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -321472.125000 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -321472.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -321506.250000 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -321506.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -321535.375000 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -321535.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -321556.031250 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -321556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -321572.375000 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -321572.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -321590.906250 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -321590.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -321610.875000 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -321610.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -321640.125000 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -321640.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -321668.875000 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -321668.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -321696.250000 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -321696.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -321723.843750 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -321723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -321744.875000 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -321744.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -321767.906250 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -321767.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -321786.156250 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -321786.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -321800.187500 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -321800.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -321814.593750 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -321814.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -321833.468750 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -321833.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -321841.968750 Penalty: 3906.436035
	Iteration 26Q: 3 clusters Score -321842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -321850.843750 Penalty: 3906.436035
	Iteration 27Q: 3 clusters Score -321850.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -321860.218750 Penalty: 3906.436035
	Iteration 28Q: 3 clusters Score -321860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -321868.000000 Penalty: 3906.436035
	Iteration 29Q: 3 clusters Score -321868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -321870.562500 Penalty: 3906.436035
	Iteration 30Q: 3 clusters Score -321870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -321871.625000 Penalty: 3906.436035
	Iteration 31Q: 3 clusters Score -321871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -321872.687500 Penalty: 3906.436035
	Iteration 32Q: 3 clusters Score -321872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -321872.062500 Penalty: 3906.436035
	Iteration 33Q: 3 clusters Score -321872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -321873.375000 Penalty: 3906.436035
	Iteration 34Q: 3 clusters Score -321873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -321873.375000 Penalty: 3906.436035
	Iteration 35F: 3 clusters Score -321873.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -62180.933594 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -62180.93 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 301 members 
Entering Unmasked Estep 
Score: -60702.285156 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60702.29 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61354.628906 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -61354.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61986.230469 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -61986.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -62281.035156 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -62281.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -62404.128906 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -62404.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -62513.718750 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -62513.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -62543.554688 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -62543.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -62552.031250 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -62552.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -62571.464844 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -62571.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -62582.730469 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -62582.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -62586.121094 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -62586.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -62599.980469 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -62599.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -62603.527344 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -62603.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -62603.527344 Penalty: 3162.856689
	Iteration 13F: 3 clusters Score -62603.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 18224 members 
Mstep: Class 5 contains 11735 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 36643 members 
Mstep: Class 9 contains 23431 members 
Mstep: Class 10 contains 62125 members 
Mstep: Class 11 contains 190377 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 191690 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4103 members 
Mstep: Class 16 contains 41804 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 17718 members 
Mstep: Class 21 contains 204713 members 
Mstep: Class 22 contains 13158 members 
Mstep: Class 23 contains 43188 members 
Mstep: Class 24 contains 21551 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15633 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1531 members 
Mstep: Class 32 contains 130 members 
Entering Unmasked Estep 
Score: -133241272.000000 Penalty: 109857.531250
Splitting cluster 3 changes total score from -133242608.000000 to -133241272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (18224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Entering Unmasked Estep 
Score: -2465514.750000 Penalty: 2433.002686
	Iteration 0F: 2 clusters Score -2465515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2452733.500000 Penalty: 4866.005371
	Iteration 0F: 3 clusters Score -2452734 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2456954.500000 Penalty: 4866.005371
	Iteration 1F: 3 clusters Score -2456954 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2457315.500000 Penalty: 4866.005371
	Iteration 2F: 3 clusters Score -2457316 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2457576.250000 Penalty: 4866.005371
	Iteration 3Q: 3 clusters Score -2457576 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2457792.250000 Penalty: 4866.005371
	Iteration 4Q: 3 clusters Score -2457792 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2457967.750000 Penalty: 4866.005371
	Iteration 5Q: 3 clusters Score -2457968 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2458104.250000 Penalty: 4866.005371
	Iteration 6Q: 3 clusters Score -2458104 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2458218.750000 Penalty: 4866.005371
	Iteration 7Q: 3 clusters Score -2458219 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2458343.500000 Penalty: 4866.005371
	Iteration 8Q: 3 clusters Score -2458344 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2458469.000000 Penalty: 4866.005371
	Iteration 9Q: 3 clusters Score -2458469 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2458633.500000 Penalty: 4866.005371
	Iteration 10Q: 3 clusters Score -2458634 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2458867.000000 Penalty: 4866.005371
	Iteration 11Q: 3 clusters Score -2458867 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2459189.500000 Penalty: 4866.005371
	Iteration 12Q: 3 clusters Score -2459190 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2459625.250000 Penalty: 4866.005371
	Iteration 13Q: 3 clusters Score -2459625 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2460133.000000 Penalty: 4866.005371
	Iteration 14Q: 3 clusters Score -2460133 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2460647.500000 Penalty: 4866.005371
	Iteration 15Q: 3 clusters Score -2460648 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2461086.500000 Penalty: 4866.005371
	Iteration 16Q: 3 clusters Score -2461086 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2461447.250000 Penalty: 4866.005371
	Iteration 17Q: 3 clusters Score -2461447 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2461722.750000 Penalty: 4866.005371
	Iteration 18Q: 3 clusters Score -2461723 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2461985.250000 Penalty: 4866.005371
	Iteration 19Q: 3 clusters Score -2461985 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2462253.000000 Penalty: 4866.005371
	Iteration 20F: 3 clusters Score -2462253 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2462433.250000 Penalty: 4866.005371
	Iteration 21Q: 3 clusters Score -2462433 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2462581.750000 Penalty: 4866.005371
	Iteration 22Q: 3 clusters Score -2462582 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2462703.500000 Penalty: 4866.005371
	Iteration 23Q: 3 clusters Score -2462704 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2462780.500000 Penalty: 4866.005371
	Iteration 24Q: 3 clusters Score -2462780 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2462869.750000 Penalty: 4866.005371
	Iteration 25Q: 3 clusters Score -2462870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2462948.500000 Penalty: 4866.005371
	Iteration 26Q: 3 clusters Score -2462948 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2463015.750000 Penalty: 4866.005371
	Iteration 27Q: 3 clusters Score -2463016 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2463077.250000 Penalty: 4866.005371
	Iteration 28Q: 3 clusters Score -2463077 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2463121.500000 Penalty: 4866.005371
	Iteration 29Q: 3 clusters Score -2463122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2463155.000000 Penalty: 4866.005371
	Iteration 30Q: 3 clusters Score -2463155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2463195.250000 Penalty: 4866.005371
	Iteration 31Q: 3 clusters Score -2463195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2463214.250000 Penalty: 4866.005371
	Iteration 32Q: 3 clusters Score -2463214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2463243.500000 Penalty: 4866.005371
	Iteration 33Q: 3 clusters Score -2463244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2463265.250000 Penalty: 4866.005371
	Iteration 34Q: 3 clusters Score -2463265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2463291.750000 Penalty: 4866.005371
	Iteration 35Q: 3 clusters Score -2463292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2463311.750000 Penalty: 4866.005371
	Iteration 36Q: 3 clusters Score -2463312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2463327.250000 Penalty: 4866.005371
	Iteration 37Q: 3 clusters Score -2463327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2463338.750000 Penalty: 4866.005371
	Iteration 38Q: 3 clusters Score -2463339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2463342.500000 Penalty: 4866.005371
	Iteration 39Q: 3 clusters Score -2463342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2463345.750000 Penalty: 4866.005371
	Iteration 40F: 3 clusters Score -2463346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2463347.750000 Penalty: 4866.005371
	Iteration 41Q: 3 clusters Score -2463348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2463352.500000 Penalty: 4866.005371
	Iteration 42Q: 3 clusters Score -2463352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2463361.250000 Penalty: 4866.005371
	Iteration 43Q: 3 clusters Score -2463361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2463366.500000 Penalty: 4866.005371
	Iteration 44Q: 3 clusters Score -2463366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2463368.500000 Penalty: 4866.005371
	Iteration 45Q: 3 clusters Score -2463368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2463380.000000 Penalty: 4866.005371
	Iteration 46Q: 3 clusters Score -2463380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2463381.250000 Penalty: 4866.005371
	Iteration 47Q: 3 clusters Score -2463381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2463384.000000 Penalty: 4866.005371
	Iteration 48Q: 3 clusters Score -2463384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2463383.750000 Penalty: 4866.005371
	Iteration 49Q: 3 clusters Score -2463384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2463384.500000 Penalty: 4866.005371
	Iteration 50Q: 3 clusters Score -2463384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2463388.750000 Penalty: 4866.005371
	Iteration 51Q: 3 clusters Score -2463389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2463391.000000 Penalty: 4866.005371
	Iteration 52Q: 3 clusters Score -2463391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2463388.750000 Penalty: 4866.005371
	Iteration 53Q: 3 clusters Score -2463389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2463394.250000 Penalty: 4866.005371
	Iteration 54Q: 3 clusters Score -2463394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2463398.000000 Penalty: 4866.005371
	Iteration 55Q: 3 clusters Score -2463398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2463402.000000 Penalty: 4866.005371
	Iteration 56Q: 3 clusters Score -2463402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2463405.500000 Penalty: 4866.005371
	Iteration 57Q: 3 clusters Score -2463406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2463403.000000 Penalty: 4866.005371
	Iteration 58Q: 3 clusters Score -2463403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2463408.750000 Penalty: 4866.005371
	Iteration 59Q: 3 clusters Score -2463409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2463413.250000 Penalty: 4866.005371
	Iteration 60F: 3 clusters Score -2463413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2463421.750000 Penalty: 4866.005371
	Iteration 61Q: 3 clusters Score -2463422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2463423.250000 Penalty: 4866.005371
	Iteration 62Q: 3 clusters Score -2463423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2463422.750000 Penalty: 4866.005371
	Iteration 63Q: 3 clusters Score -2463423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2463423.750000 Penalty: 4866.005371
	Iteration 64Q: 3 clusters Score -2463424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2463420.750000 Penalty: 4866.005371
	Iteration 65Q: 3 clusters Score -2463421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2463421.250000 Penalty: 4866.005371
	Iteration 66Q: 3 clusters Score -2463421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2463426.250000 Penalty: 4866.005371
	Iteration 67Q: 3 clusters Score -2463426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2463427.500000 Penalty: 4866.005371
	Iteration 68Q: 3 clusters Score -2463428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2463428.000000 Penalty: 4866.005371
	Iteration 69Q: 3 clusters Score -2463428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2463430.750000 Penalty: 4866.005371
	Iteration 70Q: 3 clusters Score -2463431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2463432.500000 Penalty: 4866.005371
	Iteration 71Q: 3 clusters Score -2463432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2463438.750000 Penalty: 4866.005371
	Iteration 72Q: 3 clusters Score -2463439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2463439.750000 Penalty: 4866.005371
	Iteration 73Q: 3 clusters Score -2463440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2463440.000000 Penalty: 4866.005371
	Iteration 74Q: 3 clusters Score -2463440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2463438.500000 Penalty: 4866.005371
	Iteration 75Q: 3 clusters Score -2463438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2463438.500000 Penalty: 4866.005371
	Iteration 76F: 3 clusters Score -2463438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Entering Unmasked Estep 
Score: -1560513.375000 Penalty: 2323.842041
	Iteration 0F: 2 clusters Score -1560513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1551685.875000 Penalty: 4647.684082
	Iteration 0F: 3 clusters Score -1551686 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1554313.625000 Penalty: 4647.684082
	Iteration 1F: 3 clusters Score -1554314 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1554581.250000 Penalty: 4647.684082
	Iteration 2F: 3 clusters Score -1554581 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1554769.750000 Penalty: 4647.684082
	Iteration 3Q: 3 clusters Score -1554770 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1554902.875000 Penalty: 4647.684082
	Iteration 4Q: 3 clusters Score -1554903 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1555016.625000 Penalty: 4647.684082
	Iteration 5Q: 3 clusters Score -1555017 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1555100.000000 Penalty: 4647.684082
	Iteration 6Q: 3 clusters Score -1555100 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1555178.375000 Penalty: 4647.684082
	Iteration 7Q: 3 clusters Score -1555178 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1555235.500000 Penalty: 4647.684082
	Iteration 8Q: 3 clusters Score -1555236 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1555285.875000 Penalty: 4647.684082
	Iteration 9Q: 3 clusters Score -1555286 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1555330.000000 Penalty: 4647.684082
	Iteration 10Q: 3 clusters Score -1555330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1555371.250000 Penalty: 4647.684082
	Iteration 11Q: 3 clusters Score -1555371 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1555394.000000 Penalty: 4647.684082
	Iteration 12Q: 3 clusters Score -1555394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1555415.875000 Penalty: 4647.684082
	Iteration 13Q: 3 clusters Score -1555416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1555436.125000 Penalty: 4647.684082
	Iteration 14Q: 3 clusters Score -1555436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1555452.625000 Penalty: 4647.684082
	Iteration 15Q: 3 clusters Score -1555453 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1555466.250000 Penalty: 4647.684082
	Iteration 16Q: 3 clusters Score -1555466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1555483.250000 Penalty: 4647.684082
	Iteration 17Q: 3 clusters Score -1555483 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1555501.625000 Penalty: 4647.684082
	Iteration 18Q: 3 clusters Score -1555502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1555512.750000 Penalty: 4647.684082
	Iteration 19Q: 3 clusters Score -1555513 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1555529.125000 Penalty: 4647.684082
	Iteration 20F: 3 clusters Score -1555529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1555538.125000 Penalty: 4647.684082
	Iteration 21Q: 3 clusters Score -1555538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1555553.125000 Penalty: 4647.684082
	Iteration 22Q: 3 clusters Score -1555553 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1555565.000000 Penalty: 4647.684082
	Iteration 23Q: 3 clusters Score -1555565 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1555572.875000 Penalty: 4647.684082
	Iteration 24Q: 3 clusters Score -1555573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1555580.875000 Penalty: 4647.684082
	Iteration 25Q: 3 clusters Score -1555581 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1555589.000000 Penalty: 4647.684082
	Iteration 26Q: 3 clusters Score -1555589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1555595.125000 Penalty: 4647.684082
	Iteration 27Q: 3 clusters Score -1555595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1555603.375000 Penalty: 4647.684082
	Iteration 28Q: 3 clusters Score -1555603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1555613.750000 Penalty: 4647.684082
	Iteration 29Q: 3 clusters Score -1555614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1555621.375000 Penalty: 4647.684082
	Iteration 30Q: 3 clusters Score -1555621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1555630.875000 Penalty: 4647.684082
	Iteration 31Q: 3 clusters Score -1555631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1555633.625000 Penalty: 4647.684082
	Iteration 32Q: 3 clusters Score -1555634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1555641.250000 Penalty: 4647.684082
	Iteration 33Q: 3 clusters Score -1555641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1555640.250000 Penalty: 4647.684082
	Iteration 34Q: 3 clusters Score -1555640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1555650.000000 Penalty: 4647.684082
	Iteration 35Q: 3 clusters Score -1555650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1555653.750000 Penalty: 4647.684082
	Iteration 36Q: 3 clusters Score -1555654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1555657.750000 Penalty: 4647.684082
	Iteration 37Q: 3 clusters Score -1555658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1555660.375000 Penalty: 4647.684082
	Iteration 38Q: 3 clusters Score -1555660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1555669.750000 Penalty: 4647.684082
	Iteration 39Q: 3 clusters Score -1555670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1555681.125000 Penalty: 4647.684082
	Iteration 40F: 3 clusters Score -1555681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1555691.625000 Penalty: 4647.684082
	Iteration 41Q: 3 clusters Score -1555692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1555701.250000 Penalty: 4647.684082
	Iteration 42Q: 3 clusters Score -1555701 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1555716.500000 Penalty: 4647.684082
	Iteration 43Q: 3 clusters Score -1555716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1555732.125000 Penalty: 4647.684082
	Iteration 44Q: 3 clusters Score -1555732 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1555748.000000 Penalty: 4647.684082
	Iteration 45Q: 3 clusters Score -1555748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1555761.750000 Penalty: 4647.684082
	Iteration 46Q: 3 clusters Score -1555762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1555768.625000 Penalty: 4647.684082
	Iteration 47Q: 3 clusters Score -1555769 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1555778.125000 Penalty: 4647.684082
	Iteration 48Q: 3 clusters Score -1555778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1555793.500000 Penalty: 4647.684082
	Iteration 49Q: 3 clusters Score -1555794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1555803.750000 Penalty: 4647.684082
	Iteration 50Q: 3 clusters Score -1555804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1555820.875000 Penalty: 4647.684082
	Iteration 51Q: 3 clusters Score -1555821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1555836.875000 Penalty: 4647.684082
	Iteration 52Q: 3 clusters Score -1555837 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1555858.500000 Penalty: 4647.684082
	Iteration 53Q: 3 clusters Score -1555858 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1555882.125000 Penalty: 4647.684082
	Iteration 54Q: 3 clusters Score -1555882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1555912.375000 Penalty: 4647.684082
	Iteration 55Q: 3 clusters Score -1555912 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1555959.250000 Penalty: 4647.684082
	Iteration 56Q: 3 clusters Score -1555959 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1556010.250000 Penalty: 4647.684082
	Iteration 57Q: 3 clusters Score -1556010 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1556083.875000 Penalty: 4647.684082
	Iteration 58Q: 3 clusters Score -1556084 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1556176.500000 Penalty: 4647.684082
	Iteration 59Q: 3 clusters Score -1556176 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1556292.500000 Penalty: 4647.684082
	Iteration 60F: 3 clusters Score -1556292 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1556440.875000 Penalty: 4647.684082
	Iteration 61Q: 3 clusters Score -1556441 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1556606.250000 Penalty: 4647.684082
	Iteration 62Q: 3 clusters Score -1556606 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1556811.375000 Penalty: 4647.684082
	Iteration 63Q: 3 clusters Score -1556811 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1557030.000000 Penalty: 4647.684082
	Iteration 64Q: 3 clusters Score -1557030 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1557257.125000 Penalty: 4647.684082
	Iteration 65Q: 3 clusters Score -1557257 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1557471.750000 Penalty: 4647.684082
	Iteration 66Q: 3 clusters Score -1557472 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1557661.875000 Penalty: 4647.684082
	Iteration 67Q: 3 clusters Score -1557662 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1557808.500000 Penalty: 4647.684082
	Iteration 68Q: 3 clusters Score -1557808 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1557922.875000 Penalty: 4647.684082
	Iteration 69Q: 3 clusters Score -1557923 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1558034.750000 Penalty: 4647.684082
	Iteration 70Q: 3 clusters Score -1558035 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1558134.375000 Penalty: 4647.684082
	Iteration 71Q: 3 clusters Score -1558134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1558223.375000 Penalty: 4647.684082
	Iteration 72Q: 3 clusters Score -1558223 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1558277.750000 Penalty: 4647.684082
	Iteration 73Q: 3 clusters Score -1558278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1558328.875000 Penalty: 4647.684082
	Iteration 74Q: 3 clusters Score -1558329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1558357.000000 Penalty: 4647.684082
	Iteration 75Q: 3 clusters Score -1558357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1558386.625000 Penalty: 4647.684082
	Iteration 76Q: 3 clusters Score -1558387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1558418.125000 Penalty: 4647.684082
	Iteration 77Q: 3 clusters Score -1558418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1558456.250000 Penalty: 4647.684082
	Iteration 78Q: 3 clusters Score -1558456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1558487.125000 Penalty: 4647.684082
	Iteration 79Q: 3 clusters Score -1558487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1558501.625000 Penalty: 4647.684082
	Iteration 80F: 3 clusters Score -1558502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1558515.375000 Penalty: 4647.684082
	Iteration 81Q: 3 clusters Score -1558515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1558526.625000 Penalty: 4647.684082
	Iteration 82Q: 3 clusters Score -1558527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1558536.375000 Penalty: 4647.684082
	Iteration 83Q: 3 clusters Score -1558536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1558543.375000 Penalty: 4647.684082
	Iteration 84Q: 3 clusters Score -1558543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1558550.750000 Penalty: 4647.684082
	Iteration 85Q: 3 clusters Score -1558551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1558558.250000 Penalty: 4647.684082
	Iteration 86Q: 3 clusters Score -1558558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1558562.500000 Penalty: 4647.684082
	Iteration 87Q: 3 clusters Score -1558562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1558564.625000 Penalty: 4647.684082
	Iteration 88Q: 3 clusters Score -1558565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1558568.375000 Penalty: 4647.684082
	Iteration 89Q: 3 clusters Score -1558568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1558569.375000 Penalty: 4647.684082
	Iteration 90Q: 3 clusters Score -1558569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1558574.875000 Penalty: 4647.684082
	Iteration 91Q: 3 clusters Score -1558575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1558579.750000 Penalty: 4647.684082
	Iteration 92Q: 3 clusters Score -1558580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1558579.750000 Penalty: 4647.684082
	Iteration 93Q: 3 clusters Score -1558580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1558579.875000 Penalty: 4647.684082
	Iteration 94Q: 3 clusters Score -1558580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1558579.875000 Penalty: 4647.684082
	Iteration 95F: 3 clusters Score -1558580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Entering Unmasked Estep 
Score: -1502769.375000 Penalty: 2321.549072
	Iteration 0F: 2 clusters Score -1502769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1493967.500000 Penalty: 4643.098145
	Iteration 0F: 3 clusters Score -1493968 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1496568.500000 Penalty: 4643.098145
	Iteration 1F: 3 clusters Score -1496568 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1496871.000000 Penalty: 4643.098145
	Iteration 2F: 3 clusters Score -1496871 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1497119.125000 Penalty: 4643.098145
	Iteration 3Q: 3 clusters Score -1497119 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1497360.000000 Penalty: 4643.098145
	Iteration 4Q: 3 clusters Score -1497360 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1497595.875000 Penalty: 4643.098145
	Iteration 5Q: 3 clusters Score -1497596 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1497860.250000 Penalty: 4643.098145
	Iteration 6Q: 3 clusters Score -1497860 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1498143.125000 Penalty: 4643.098145
	Iteration 7Q: 3 clusters Score -1498143 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1498482.000000 Penalty: 4643.098145
	Iteration 8Q: 3 clusters Score -1498482 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1498888.875000 Penalty: 4643.098145
	Iteration 9Q: 3 clusters Score -1498889 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1499290.125000 Penalty: 4643.098145
	Iteration 10Q: 3 clusters Score -1499290 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1499675.125000 Penalty: 4643.098145
	Iteration 11Q: 3 clusters Score -1499675 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1499937.125000 Penalty: 4643.098145
	Iteration 12Q: 3 clusters Score -1499937 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1500109.125000 Penalty: 4643.098145
	Iteration 13Q: 3 clusters Score -1500109 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1500235.500000 Penalty: 4643.098145
	Iteration 14Q: 3 clusters Score -1500236 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1500337.000000 Penalty: 4643.098145
	Iteration 15Q: 3 clusters Score -1500337 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1500409.500000 Penalty: 4643.098145
	Iteration 16Q: 3 clusters Score -1500410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1500480.375000 Penalty: 4643.098145
	Iteration 17Q: 3 clusters Score -1500480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1500522.875000 Penalty: 4643.098145
	Iteration 18Q: 3 clusters Score -1500523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1500547.125000 Penalty: 4643.098145
	Iteration 19Q: 3 clusters Score -1500547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1500579.500000 Penalty: 4643.098145
	Iteration 20F: 3 clusters Score -1500580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1500597.500000 Penalty: 4643.098145
	Iteration 21Q: 3 clusters Score -1500598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1500615.625000 Penalty: 4643.098145
	Iteration 22Q: 3 clusters Score -1500616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1500630.125000 Penalty: 4643.098145
	Iteration 23Q: 3 clusters Score -1500630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1500636.375000 Penalty: 4643.098145
	Iteration 24Q: 3 clusters Score -1500636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1500649.625000 Penalty: 4643.098145
	Iteration 25Q: 3 clusters Score -1500650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1500658.875000 Penalty: 4643.098145
	Iteration 26Q: 3 clusters Score -1500659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1500669.375000 Penalty: 4643.098145
	Iteration 27Q: 3 clusters Score -1500669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1500676.750000 Penalty: 4643.098145
	Iteration 28Q: 3 clusters Score -1500677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1500683.250000 Penalty: 4643.098145
	Iteration 29Q: 3 clusters Score -1500683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1500686.250000 Penalty: 4643.098145
	Iteration 30Q: 3 clusters Score -1500686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1500697.875000 Penalty: 4643.098145
	Iteration 31Q: 3 clusters Score -1500698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1500703.750000 Penalty: 4643.098145
	Iteration 32Q: 3 clusters Score -1500704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1500710.000000 Penalty: 4643.098145
	Iteration 33Q: 3 clusters Score -1500710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1500712.625000 Penalty: 4643.098145
	Iteration 34Q: 3 clusters Score -1500713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1500712.125000 Penalty: 4643.098145
	Iteration 35Q: 3 clusters Score -1500712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1500712.000000 Penalty: 4643.098145
	Iteration 36Q: 3 clusters Score -1500712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1500718.375000 Penalty: 4643.098145
	Iteration 37Q: 3 clusters Score -1500718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1500714.125000 Penalty: 4643.098145
	Iteration 38Q: 3 clusters Score -1500714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1500716.125000 Penalty: 4643.098145
	Iteration 39Q: 3 clusters Score -1500716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1500720.625000 Penalty: 4643.098145
	Iteration 40F: 3 clusters Score -1500721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1500723.500000 Penalty: 4643.098145
	Iteration 41Q: 3 clusters Score -1500724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1500725.000000 Penalty: 4643.098145
	Iteration 42Q: 3 clusters Score -1500725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1500725.000000 Penalty: 4643.098145
	Iteration 43Q: 3 clusters Score -1500725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1500723.375000 Penalty: 4643.098145
	Iteration 44Q: 3 clusters Score -1500723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1500724.375000 Penalty: 4643.098145
	Iteration 45Q: 3 clusters Score -1500724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1500729.375000 Penalty: 4643.098145
	Iteration 46Q: 3 clusters Score -1500729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1500729.750000 Penalty: 4643.098145
	Iteration 47Q: 3 clusters Score -1500730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1500738.125000 Penalty: 4643.098145
	Iteration 48Q: 3 clusters Score -1500738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1500737.750000 Penalty: 4643.098145
	Iteration 49Q: 3 clusters Score -1500738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1500740.000000 Penalty: 4643.098145
	Iteration 50Q: 3 clusters Score -1500740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1500741.125000 Penalty: 4643.098145
	Iteration 51Q: 3 clusters Score -1500741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1500748.750000 Penalty: 4643.098145
	Iteration 52Q: 3 clusters Score -1500749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1500747.750000 Penalty: 4643.098145
	Iteration 53Q: 3 clusters Score -1500748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1500754.500000 Penalty: 4643.098145
	Iteration 54Q: 3 clusters Score -1500754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1500754.875000 Penalty: 4643.098145
	Iteration 55Q: 3 clusters Score -1500755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1500753.375000 Penalty: 4643.098145
	Iteration 56Q: 3 clusters Score -1500753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1500756.000000 Penalty: 4643.098145
	Iteration 57Q: 3 clusters Score -1500756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1500760.625000 Penalty: 4643.098145
	Iteration 58Q: 3 clusters Score -1500761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1500762.000000 Penalty: 4643.098145
	Iteration 59Q: 3 clusters Score -1500762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1500764.000000 Penalty: 4643.098145
	Iteration 60F: 3 clusters Score -1500764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1500765.250000 Penalty: 4643.098145
	Iteration 61Q: 3 clusters Score -1500765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1500764.125000 Penalty: 4643.098145
	Iteration 62Q: 3 clusters Score -1500764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1500767.000000 Penalty: 4643.098145
	Iteration 63Q: 3 clusters Score -1500767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1500767.750000 Penalty: 4643.098145
	Iteration 64Q: 3 clusters Score -1500768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1500767.375000 Penalty: 4643.098145
	Iteration 65Q: 3 clusters Score -1500767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1500769.375000 Penalty: 4643.098145
	Iteration 66Q: 3 clusters Score -1500769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1500770.750000 Penalty: 4643.098145
	Iteration 67Q: 3 clusters Score -1500771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1500769.000000 Penalty: 4643.098145
	Iteration 68Q: 3 clusters Score -1500769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1500772.625000 Penalty: 4643.098145
	Iteration 69Q: 3 clusters Score -1500773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1500774.875000 Penalty: 4643.098145
	Iteration 70Q: 3 clusters Score -1500775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1500775.500000 Penalty: 4643.098145
	Iteration 71Q: 3 clusters Score -1500776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1500776.875000 Penalty: 4643.098145
	Iteration 72Q: 3 clusters Score -1500777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1500777.000000 Penalty: 4643.098145
	Iteration 73Q: 3 clusters Score -1500777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1500778.750000 Penalty: 4643.098145
	Iteration 74Q: 3 clusters Score -1500779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1500778.750000 Penalty: 4643.098145
	Iteration 75F: 3 clusters Score -1500779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Entering Unmasked Estep 
Score: -6061593.000000 Penalty: 2658.286377
	Iteration 0F: 2 clusters Score -6061593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -6031003.500000 Penalty: 5316.572754
	Iteration 0F: 3 clusters Score -6031004 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -6042486.000000 Penalty: 5316.572754
	Iteration 1F: 3 clusters Score -6042486 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -6043076.500000 Penalty: 5316.572754
	Iteration 2Q: 3 clusters Score -6043076 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -6043848.000000 Penalty: 5316.572754
	Iteration 3Q: 3 clusters Score -6043848 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -6045032.000000 Penalty: 5316.572754
	Iteration 4F: 3 clusters Score -6045032 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -6046995.500000 Penalty: 5316.572754
	Iteration 5F: 3 clusters Score -6046996 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -6049854.000000 Penalty: 5316.572754
	Iteration 6F: 3 clusters Score -6049854 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -6053256.000000 Penalty: 5316.572754
	Iteration 7F: 3 clusters Score -6053256 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -6056205.500000 Penalty: 5316.572754
	Iteration 8F: 3 clusters Score -6056206 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -6057965.500000 Penalty: 5316.572754
	Iteration 9Q: 3 clusters Score -6057966 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -6058687.500000 Penalty: 5316.572754
	Iteration 10Q: 3 clusters Score -6058688 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -6058967.500000 Penalty: 5316.572754
	Iteration 11Q: 3 clusters Score -6058968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -6059075.000000 Penalty: 5316.572754
	Iteration 12Q: 3 clusters Score -6059075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -6059126.000000 Penalty: 5316.572754
	Iteration 13Q: 3 clusters Score -6059126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -6059146.000000 Penalty: 5316.572754
	Iteration 14Q: 3 clusters Score -6059146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -6059165.500000 Penalty: 5316.572754
	Iteration 15Q: 3 clusters Score -6059166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -6059169.000000 Penalty: 5316.572754
	Iteration 16Q: 3 clusters Score -6059169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -6059175.000000 Penalty: 5316.572754
	Iteration 17Q: 3 clusters Score -6059175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -6059181.500000 Penalty: 5316.572754
	Iteration 18Q: 3 clusters Score -6059182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -6059189.500000 Penalty: 5316.572754
	Iteration 19Q: 3 clusters Score -6059190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -6059196.000000 Penalty: 5316.572754
	Iteration 20F: 3 clusters Score -6059196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6059204.000000 Penalty: 5316.572754
	Iteration 21Q: 3 clusters Score -6059204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -6059210.500000 Penalty: 5316.572754
	Iteration 22Q: 3 clusters Score -6059210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -6059211.000000 Penalty: 5316.572754
	Iteration 23Q: 3 clusters Score -6059211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -6059211.000000 Penalty: 5316.572754
	Iteration 24Q: 3 clusters Score -6059211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -6059211.000000 Penalty: 5316.572754
	Iteration 25F: 3 clusters Score -6059211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Entering Unmasked Estep 
Score: -4552518.000000 Penalty: 2606.226562
	Iteration 0F: 2 clusters Score -4552518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4527609.000000 Penalty: 5212.453125
	Iteration 0F: 3 clusters Score -4527609 nChanged 16763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4536893.000000 Penalty: 5212.453125
	Iteration 1F: 3 clusters Score -4536893 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4537419.500000 Penalty: 5212.453125
	Iteration 2Q: 3 clusters Score -4537420 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -4537980.500000 Penalty: 5212.453125
	Iteration 3Q: 3 clusters Score -4537980 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4538672.500000 Penalty: 5212.453125
	Iteration 4Q: 3 clusters Score -4538672 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4539541.000000 Penalty: 5212.453125
	Iteration 5Q: 3 clusters Score -4539541 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4540800.500000 Penalty: 5212.453125
	Iteration 6F: 3 clusters Score -4540800 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -4542435.500000 Penalty: 5212.453125
	Iteration 7F: 3 clusters Score -4542436 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4544540.000000 Penalty: 5212.453125
	Iteration 8F: 3 clusters Score -4544540 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4546697.000000 Penalty: 5212.453125
	Iteration 9F: 3 clusters Score -4546697 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4548282.500000 Penalty: 5212.453125
	Iteration 10Q: 3 clusters Score -4548282 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4549207.500000 Penalty: 5212.453125
	Iteration 11Q: 3 clusters Score -4549208 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -4549658.500000 Penalty: 5212.453125
	Iteration 12Q: 3 clusters Score -4549658 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4549924.500000 Penalty: 5212.453125
	Iteration 13Q: 3 clusters Score -4549924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -4550071.500000 Penalty: 5212.453125
	Iteration 14Q: 3 clusters Score -4550072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4550153.500000 Penalty: 5212.453125
	Iteration 15Q: 3 clusters Score -4550154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4550221.500000 Penalty: 5212.453125
	Iteration 16Q: 3 clusters Score -4550222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4550270.000000 Penalty: 5212.453125
	Iteration 17Q: 3 clusters Score -4550270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4550299.500000 Penalty: 5212.453125
	Iteration 18Q: 3 clusters Score -4550300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4550320.500000 Penalty: 5212.453125
	Iteration 19Q: 3 clusters Score -4550320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -4550335.000000 Penalty: 5212.453125
	Iteration 20F: 3 clusters Score -4550335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4550348.500000 Penalty: 5212.453125
	Iteration 21Q: 3 clusters Score -4550348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4550356.000000 Penalty: 5212.453125
	Iteration 22Q: 3 clusters Score -4550356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4550358.500000 Penalty: 5212.453125
	Iteration 23Q: 3 clusters Score -4550358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4550359.000000 Penalty: 5212.453125
	Iteration 24Q: 3 clusters Score -4550359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4550363.500000 Penalty: 5212.453125
	Iteration 25Q: 3 clusters Score -4550364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4550367.000000 Penalty: 5212.453125
	Iteration 26Q: 3 clusters Score -4550367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -4550372.000000 Penalty: 5212.453125
	Iteration 27Q: 3 clusters Score -4550372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4550372.500000 Penalty: 5212.453125
	Iteration 28Q: 3 clusters Score -4550372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4550379.000000 Penalty: 5212.453125
	Iteration 29Q: 3 clusters Score -4550379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4550381.500000 Penalty: 5212.453125
	Iteration 30Q: 3 clusters Score -4550382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -4550384.000000 Penalty: 5212.453125
	Iteration 31Q: 3 clusters Score -4550384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4550386.500000 Penalty: 5212.453125
	Iteration 32Q: 3 clusters Score -4550386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4550384.500000 Penalty: 5212.453125
	Iteration 33Q: 3 clusters Score -4550384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4550389.000000 Penalty: 5212.453125
	Iteration 34Q: 3 clusters Score -4550389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4550389.000000 Penalty: 5212.453125
	Iteration 35F: 3 clusters Score -4550389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Entering Unmasked Estep 
Score: -3166537.500000 Penalty: 2495.330078
	Iteration 0F: 2 clusters Score -3166538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3150300.000000 Penalty: 4990.660156
	Iteration 0F: 3 clusters Score -3150300 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3155788.500000 Penalty: 4990.660156
	Iteration 1F: 3 clusters Score -3155788 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3156185.750000 Penalty: 4990.660156
	Iteration 2Q: 3 clusters Score -3156186 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3156540.750000 Penalty: 4990.660156
	Iteration 3Q: 3 clusters Score -3156541 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3156806.250000 Penalty: 4990.660156
	Iteration 4Q: 3 clusters Score -3156806 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3157063.000000 Penalty: 4990.660156
	Iteration 5Q: 3 clusters Score -3157063 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3157344.250000 Penalty: 4990.660156
	Iteration 6Q: 3 clusters Score -3157344 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3157702.500000 Penalty: 4990.660156
	Iteration 7Q: 3 clusters Score -3157702 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3158187.500000 Penalty: 4990.660156
	Iteration 8Q: 3 clusters Score -3158188 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3158859.500000 Penalty: 4990.660156
	Iteration 9F: 3 clusters Score -3158860 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3159791.500000 Penalty: 4990.660156
	Iteration 10F: 3 clusters Score -3159792 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3160878.000000 Penalty: 4990.660156
	Iteration 11F: 3 clusters Score -3160878 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3162014.750000 Penalty: 4990.660156
	Iteration 12F: 3 clusters Score -3162015 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3162877.500000 Penalty: 4990.660156
	Iteration 13Q: 3 clusters Score -3162878 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3163498.250000 Penalty: 4990.660156
	Iteration 14Q: 3 clusters Score -3163498 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3163891.750000 Penalty: 4990.660156
	Iteration 15Q: 3 clusters Score -3163892 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3164103.250000 Penalty: 4990.660156
	Iteration 16Q: 3 clusters Score -3164103 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3164217.500000 Penalty: 4990.660156
	Iteration 17Q: 3 clusters Score -3164218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3164269.500000 Penalty: 4990.660156
	Iteration 18Q: 3 clusters Score -3164270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3164296.250000 Penalty: 4990.660156
	Iteration 19Q: 3 clusters Score -3164296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3164315.250000 Penalty: 4990.660156
	Iteration 20F: 3 clusters Score -3164315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3164321.750000 Penalty: 4990.660156
	Iteration 21Q: 3 clusters Score -3164322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3164329.250000 Penalty: 4990.660156
	Iteration 22Q: 3 clusters Score -3164329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3164334.000000 Penalty: 4990.660156
	Iteration 23Q: 3 clusters Score -3164334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3164337.750000 Penalty: 4990.660156
	Iteration 24Q: 3 clusters Score -3164338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3164337.750000 Penalty: 4990.660156
	Iteration 25F: 3 clusters Score -3164338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Entering Unmasked Estep 
Score: -8319303.000000 Penalty: 2737.152100
	Iteration 0F: 2 clusters Score -8319303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -8277551.500000 Penalty: 5474.304199
	Iteration 0F: 3 clusters Score -8277552 nChanged 28855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -8293657.000000 Penalty: 5474.304199
	Iteration 1F: 3 clusters Score -8293657 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -8294231.500000 Penalty: 5474.304199
	Iteration 2Q: 3 clusters Score -8294232 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -8294797.000000 Penalty: 5474.304199
	Iteration 3Q: 3 clusters Score -8294797 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -8295355.500000 Penalty: 5474.304199
	Iteration 4Q: 3 clusters Score -8295356 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -8296076.500000 Penalty: 5474.304199
	Iteration 5Q: 3 clusters Score -8296076 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -8297127.500000 Penalty: 5474.304199
	Iteration 6Q: 3 clusters Score -8297128 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -8298870.000000 Penalty: 5474.304199
	Iteration 7F: 3 clusters Score -8298870 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -8301746.500000 Penalty: 5474.304199
	Iteration 8F: 3 clusters Score -8301746 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -8305771.000000 Penalty: 5474.304199
	Iteration 9F: 3 clusters Score -8305771 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -8310137.000000 Penalty: 5474.304199
	Iteration 10F: 3 clusters Score -8310137 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -8313859.500000 Penalty: 5474.304199
	Iteration 11F: 3 clusters Score -8313860 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -8316021.000000 Penalty: 5474.304199
	Iteration 12Q: 3 clusters Score -8316021 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -8317000.500000 Penalty: 5474.304199
	Iteration 13Q: 3 clusters Score -8317000 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -8317537.500000 Penalty: 5474.304199
	Iteration 14Q: 3 clusters Score -8317538 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -8317816.000000 Penalty: 5474.304199
	Iteration 15Q: 3 clusters Score -8317816 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -8318014.000000 Penalty: 5474.304199
	Iteration 16Q: 3 clusters Score -8318014 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -8318133.500000 Penalty: 5474.304199
	Iteration 17Q: 3 clusters Score -8318134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -8318231.000000 Penalty: 5474.304199
	Iteration 18Q: 3 clusters Score -8318231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -8318298.500000 Penalty: 5474.304199
	Iteration 19Q: 3 clusters Score -8318298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -8318326.500000 Penalty: 5474.304199
	Iteration 20F: 3 clusters Score -8318326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -8318380.000000 Penalty: 5474.304199
	Iteration 21Q: 3 clusters Score -8318380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -8318436.500000 Penalty: 5474.304199
	Iteration 22Q: 3 clusters Score -8318436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -8318470.000000 Penalty: 5474.304199
	Iteration 23Q: 3 clusters Score -8318470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -8318500.000000 Penalty: 5474.304199
	Iteration 24Q: 3 clusters Score -8318500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -8318507.000000 Penalty: 5474.304199
	Iteration 25Q: 3 clusters Score -8318507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -8318525.000000 Penalty: 5474.304199
	Iteration 26Q: 3 clusters Score -8318525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -8318516.500000 Penalty: 5474.304199
	Iteration 27Q: 3 clusters Score -8318516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -8318521.500000 Penalty: 5474.304199
	Iteration 28Q: 3 clusters Score -8318522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -8318514.500000 Penalty: 5474.304199
	Iteration 29Q: 3 clusters Score -8318514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -8318522.000000 Penalty: 5474.304199
	Iteration 30Q: 3 clusters Score -8318522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -8318516.000000 Penalty: 5474.304199
	Iteration 31Q: 3 clusters Score -8318516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -8318514.000000 Penalty: 5474.304199
	Iteration 32Q: 3 clusters Score -8318514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -8318515.000000 Penalty: 5474.304199
	Iteration 33Q: 3 clusters Score -8318515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -8318515.000000 Penalty: 5474.304199
	Iteration 34F: 3 clusters Score -8318515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190377 members 
Entering Unmasked Estep 
Score: -25200330.000000 Penalty: 3014.876709
	Iteration 0F: 2 clusters Score -2.520033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -25091500.000000 Penalty: 6029.753418
	Iteration 0F: 3 clusters Score -2.50915e+07 nChanged 91439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -25144756.000000 Penalty: 6029.753418
	Iteration 1F: 3 clusters Score -2.514476e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -25145666.000000 Penalty: 6029.753418
	Iteration 2Q: 3 clusters Score -2.514567e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -25146742.000000 Penalty: 6029.753418
	Iteration 3Q: 3 clusters Score -2.514674e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -25148050.000000 Penalty: 6029.753418
	Iteration 4Q: 3 clusters Score -2.514805e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -25150000.000000 Penalty: 6029.753418
	Iteration 5Q: 3 clusters Score -2.515e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -25152506.000000 Penalty: 6029.753418
	Iteration 6Q: 3 clusters Score -2.515251e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -25155656.000000 Penalty: 6029.753418
	Iteration 7Q: 3 clusters Score -2.515566e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108905 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -25159536.000000 Penalty: 6029.753418
	Iteration 8Q: 3 clusters Score -2.515954e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113666 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -25163926.000000 Penalty: 6029.753418
	Iteration 9F: 3 clusters Score -2.516393e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -25169010.000000 Penalty: 6029.753418
	Iteration 10F: 3 clusters Score -2.516901e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125245 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -25175252.000000 Penalty: 6029.753418
	Iteration 11F: 3 clusters Score -2.517525e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130720 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -25181726.000000 Penalty: 6029.753418
	Iteration 12F: 3 clusters Score -2.518173e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135039 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -25187296.000000 Penalty: 6029.753418
	Iteration 13Q: 3 clusters Score -2.51873e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138334 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -25190490.000000 Penalty: 6029.753418
	Iteration 14Q: 3 clusters Score -2.519049e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141095 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -25192260.000000 Penalty: 6029.753418
	Iteration 15Q: 3 clusters Score -2.519226e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -25193272.000000 Penalty: 6029.753418
	Iteration 16Q: 3 clusters Score -2.519327e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146169 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -25193890.000000 Penalty: 6029.753418
	Iteration 17Q: 3 clusters Score -2.519389e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148635 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -25194744.000000 Penalty: 6029.753418
	Iteration 18Q: 3 clusters Score -2.519474e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150995 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -25195690.000000 Penalty: 6029.753418
	Iteration 19Q: 3 clusters Score -2.519569e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153299 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -25196760.000000 Penalty: 6029.753418
	Iteration 20F: 3 clusters Score -2.519676e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -25197896.000000 Penalty: 6029.753418
	Iteration 21Q: 3 clusters Score -2.51979e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157922 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -25198818.000000 Penalty: 6029.753418
	Iteration 22Q: 3 clusters Score -2.519882e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160078 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -25199558.000000 Penalty: 6029.753418
	Iteration 23Q: 3 clusters Score -2.519956e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162164 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -25200046.000000 Penalty: 6029.753418
	Iteration 24Q: 3 clusters Score -2.520005e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -25200576.000000 Penalty: 6029.753418
	Iteration 25Q: 3 clusters Score -2.520058e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166215 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -25200868.000000 Penalty: 6029.753418
	Iteration 26Q: 3 clusters Score -2.520087e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -25201146.000000 Penalty: 6029.753418
	Iteration 27Q: 3 clusters Score -2.520115e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169736 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -25201480.000000 Penalty: 6029.753418
	Iteration 28Q: 3 clusters Score -2.520148e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171262 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -25201664.000000 Penalty: 6029.753418
	Iteration 29Q: 3 clusters Score -2.520166e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172677 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -25201630.000000 Penalty: 6029.753418
	Iteration 30Q: 3 clusters Score -2.520163e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173991 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -25201606.000000 Penalty: 6029.753418
	Iteration 31Q: 3 clusters Score -2.520161e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -25201304.000000 Penalty: 6029.753418
	Iteration 32Q: 3 clusters Score -2.52013e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176357 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -25201168.000000 Penalty: 6029.753418
	Iteration 33Q: 3 clusters Score -2.520117e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177460 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -25200850.000000 Penalty: 6029.753418
	Iteration 34Q: 3 clusters Score -2.520085e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178447 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -25200706.000000 Penalty: 6029.753418
	Iteration 35Q: 3 clusters Score -2.520071e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179396 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -25200536.000000 Penalty: 6029.753418
	Iteration 36Q: 3 clusters Score -2.520054e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180264 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -25200368.000000 Penalty: 6029.753418
	Iteration 37Q: 3 clusters Score -2.520037e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181080 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -25200220.000000 Penalty: 6029.753418
	Iteration 38Q: 3 clusters Score -2.520022e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181800 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -25200134.000000 Penalty: 6029.753418
	Iteration 39Q: 3 clusters Score -2.520013e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182422 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -25199980.000000 Penalty: 6029.753418
	Iteration 40F: 3 clusters Score -2.519998e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182992 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -25199774.000000 Penalty: 6029.753418
	Iteration 41Q: 3 clusters Score -2.519977e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183505 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -25199620.000000 Penalty: 6029.753418
	Iteration 42Q: 3 clusters Score -2.519962e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183973 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -25199502.000000 Penalty: 6029.753418
	Iteration 43Q: 3 clusters Score -2.51995e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184418 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -25199360.000000 Penalty: 6029.753418
	Iteration 44Q: 3 clusters Score -2.519936e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184827 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -25199258.000000 Penalty: 6029.753418
	Iteration 45Q: 3 clusters Score -2.519926e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185197 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -25199156.000000 Penalty: 6029.753418
	Iteration 46Q: 3 clusters Score -2.519916e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185546 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -25199110.000000 Penalty: 6029.753418
	Iteration 47Q: 3 clusters Score -2.519911e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185848 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -25199042.000000 Penalty: 6029.753418
	Iteration 48Q: 3 clusters Score -2.519904e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186139 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -25198952.000000 Penalty: 6029.753418
	Iteration 49Q: 3 clusters Score -2.519895e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186403 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -25198912.000000 Penalty: 6029.753418
	Iteration 50Q: 3 clusters Score -2.519891e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186661 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -25198860.000000 Penalty: 6029.753418
	Iteration 51Q: 3 clusters Score -2.519886e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186884 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -25198844.000000 Penalty: 6029.753418
	Iteration 52Q: 3 clusters Score -2.519884e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187082 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -25198854.000000 Penalty: 6029.753418
	Iteration 53Q: 3 clusters Score -2.519885e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187253 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -25198840.000000 Penalty: 6029.753418
	Iteration 54Q: 3 clusters Score -2.519884e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187414 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -25198794.000000 Penalty: 6029.753418
	Iteration 55Q: 3 clusters Score -2.519879e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -25198754.000000 Penalty: 6029.753418
	Iteration 56Q: 3 clusters Score -2.519875e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187683 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -25198712.000000 Penalty: 6029.753418
	Iteration 57Q: 3 clusters Score -2.519871e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187811 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -25198656.000000 Penalty: 6029.753418
	Iteration 58Q: 3 clusters Score -2.519866e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187933 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -25198656.000000 Penalty: 6029.753418
	Iteration 59Q: 3 clusters Score -2.519866e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188058 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -25198596.000000 Penalty: 6029.753418
	Iteration 60F: 3 clusters Score -2.51986e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188164 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -25198572.000000 Penalty: 6029.753418
	Iteration 61Q: 3 clusters Score -2.519857e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188253 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -25198550.000000 Penalty: 6029.753418
	Iteration 62Q: 3 clusters Score -2.519855e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188352 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -25198544.000000 Penalty: 6029.753418
	Iteration 63Q: 3 clusters Score -2.519854e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188441 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -25198546.000000 Penalty: 6029.753418
	Iteration 64Q: 3 clusters Score -2.519855e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188514 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -25198548.000000 Penalty: 6029.753418
	Iteration 65Q: 3 clusters Score -2.519855e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188565 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -25198538.000000 Penalty: 6029.753418
	Iteration 66Q: 3 clusters Score -2.519854e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188627 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -25198506.000000 Penalty: 6029.753418
	Iteration 67Q: 3 clusters Score -2.519851e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188680 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -25198510.000000 Penalty: 6029.753418
	Iteration 68Q: 3 clusters Score -2.519851e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188725 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -25198486.000000 Penalty: 6029.753418
	Iteration 69Q: 3 clusters Score -2.519849e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188759 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -25198486.000000 Penalty: 6029.753418
	Iteration 70Q: 3 clusters Score -2.519849e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188790 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -25198496.000000 Penalty: 6029.753418
	Iteration 71Q: 3 clusters Score -2.51985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188809 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -25198506.000000 Penalty: 6029.753418
	Iteration 72Q: 3 clusters Score -2.519851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188821 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -25198480.000000 Penalty: 6029.753418
	Iteration 73Q: 3 clusters Score -2.519848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188848 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -25198474.000000 Penalty: 6029.753418
	Iteration 74Q: 3 clusters Score -2.519847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188872 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -25198462.000000 Penalty: 6029.753418
	Iteration 75Q: 3 clusters Score -2.519846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188898 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -25198438.000000 Penalty: 6029.753418
	Iteration 76Q: 3 clusters Score -2.519844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188915 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -25198436.000000 Penalty: 6029.753418
	Iteration 77Q: 3 clusters Score -2.519844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188937 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -25198418.000000 Penalty: 6029.753418
	Iteration 78Q: 3 clusters Score -2.519842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188955 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -25198434.000000 Penalty: 6029.753418
	Iteration 79Q: 3 clusters Score -2.519843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188968 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -25198422.000000 Penalty: 6029.753418
	Iteration 80F: 3 clusters Score -2.519842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188977 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -25198432.000000 Penalty: 6029.753418
	Iteration 81Q: 3 clusters Score -2.519843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188980 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -25198430.000000 Penalty: 6029.753418
	Iteration 82Q: 3 clusters Score -2.519843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188984 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -25198444.000000 Penalty: 6029.753418
	Iteration 83Q: 3 clusters Score -2.519844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188985 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -25198430.000000 Penalty: 6029.753418
	Iteration 84Q: 3 clusters Score -2.519843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188988 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -25198420.000000 Penalty: 6029.753418
	Iteration 85Q: 3 clusters Score -2.519842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188990 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -25198422.000000 Penalty: 6029.753418
	Iteration 86Q: 3 clusters Score -2.519842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188992 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -25198420.000000 Penalty: 6029.753418
	Iteration 87Q: 3 clusters Score -2.519842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188993 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -25198420.000000 Penalty: 6029.753418
	Iteration 88Q: 3 clusters Score -2.519842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -25198412.000000 Penalty: 6029.753418
	Iteration 89Q: 3 clusters Score -2.519841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -25198412.000000 Penalty: 6029.753418
	Iteration 90F: 3 clusters Score -2.519841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -247991.812500 Penalty: 1873.994141
	Iteration 0F: 2 clusters Score -247991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -245372.500000 Penalty: 3747.988281
	Iteration 0F: 3 clusters Score -245372.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -245782.296875 Penalty: 3747.988281
	Iteration 1F: 3 clusters Score -245782.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -245919.750000 Penalty: 3747.988281
	Iteration 2F: 3 clusters Score -245919.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -246002.218750 Penalty: 3747.988281
	Iteration 3Q: 3 clusters Score -246002.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -246061.281250 Penalty: 3747.988281
	Iteration 4Q: 3 clusters Score -246061.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -246095.765625 Penalty: 3747.988281
	Iteration 5Q: 3 clusters Score -246095.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -246123.093750 Penalty: 3747.988281
	Iteration 6Q: 3 clusters Score -246123.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -246136.593750 Penalty: 3747.988281
	Iteration 7Q: 3 clusters Score -246136.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -246143.234375 Penalty: 3747.988281
	Iteration 8Q: 3 clusters Score -246143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -246148.421875 Penalty: 3747.988281
	Iteration 9Q: 3 clusters Score -246148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -246153.187500 Penalty: 3747.988281
	Iteration 10Q: 3 clusters Score -246153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -246161.046875 Penalty: 3747.988281
	Iteration 11Q: 3 clusters Score -246161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -246168.734375 Penalty: 3747.988281
	Iteration 12Q: 3 clusters Score -246168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -246173.437500 Penalty: 3747.988281
	Iteration 13Q: 3 clusters Score -246173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -246177.281250 Penalty: 3747.988281
	Iteration 14Q: 3 clusters Score -246177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -246180.312500 Penalty: 3747.988281
	Iteration 15Q: 3 clusters Score -246180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -246185.046875 Penalty: 3747.988281
	Iteration 16Q: 3 clusters Score -246185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -246190.734375 Penalty: 3747.988281
	Iteration 17Q: 3 clusters Score -246190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -246194.625000 Penalty: 3747.988281
	Iteration 18Q: 3 clusters Score -246194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -246196.484375 Penalty: 3747.988281
	Iteration 19Q: 3 clusters Score -246196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -246196.484375 Penalty: 3747.988281
	Iteration 20F: 3 clusters Score -246196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (191690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191690 members 
Entering Unmasked Estep 
Score: -25435108.000000 Penalty: 3016.581543
	Iteration 0F: 2 clusters Score -2.543511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -25310614.000000 Penalty: 6033.163086
	Iteration 0F: 3 clusters Score -2.531061e+07 nChanged 92005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -25364948.000000 Penalty: 6033.163086
	Iteration 1F: 3 clusters Score -2.536495e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -25366030.000000 Penalty: 6033.163086
	Iteration 2Q: 3 clusters Score -2.536603e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -25367368.000000 Penalty: 6033.163086
	Iteration 3Q: 3 clusters Score -2.536737e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -25369606.000000 Penalty: 6033.163086
	Iteration 4Q: 3 clusters Score -2.536961e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119805 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -25373812.000000 Penalty: 6033.163086
	Iteration 5Q: 3 clusters Score -2.537381e+07 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131696 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -25381158.000000 Penalty: 6033.163086
	Iteration 6F: 3 clusters Score -2.538116e+07 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147062 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -25393178.000000 Penalty: 6033.163086
	Iteration 7F: 3 clusters Score -2.539318e+07 nChanged 17504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164550 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -25409418.000000 Penalty: 6033.163086
	Iteration 8F: 3 clusters Score -2.540942e+07 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179059 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -25422328.000000 Penalty: 6033.163086
	Iteration 9F: 3 clusters Score -2.542233e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187077 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -25429018.000000 Penalty: 6033.163086
	Iteration 10Q: 3 clusters Score -2.542902e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190070 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -25431338.000000 Penalty: 6033.163086
	Iteration 11Q: 3 clusters Score -2.543134e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190975 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -25432036.000000 Penalty: 6033.163086
	Iteration 12Q: 3 clusters Score -2.543204e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191221 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -25432312.000000 Penalty: 6033.163086
	Iteration 13Q: 3 clusters Score -2.543231e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191313 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -25432424.000000 Penalty: 6033.163086
	Iteration 14Q: 3 clusters Score -2.543242e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191338 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -25432488.000000 Penalty: 6033.163086
	Iteration 15Q: 3 clusters Score -2.543249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25432554.000000 Penalty: 6033.163086
	Iteration 16Q: 3 clusters Score -2.543255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191358 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25432578.000000 Penalty: 6033.163086
	Iteration 17Q: 3 clusters Score -2.543258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25432646.000000 Penalty: 6033.163086
	Iteration 18Q: 3 clusters Score -2.543265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191376 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25432660.000000 Penalty: 6033.163086
	Iteration 19Q: 3 clusters Score -2.543266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191378 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25432680.000000 Penalty: 6033.163086
	Iteration 20F: 3 clusters Score -2.543268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191375 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -25432720.000000 Penalty: 6033.163086
	Iteration 21Q: 3 clusters Score -2.543272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25432710.000000 Penalty: 6033.163086
	Iteration 22Q: 3 clusters Score -2.543271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25432710.000000 Penalty: 6033.163086
	Iteration 23Q: 3 clusters Score -2.543271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25432710.000000 Penalty: 6033.163086
	Iteration 24F: 3 clusters Score -2.543271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -37452.066406 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -37452.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36175.746094 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -36175.75 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36717.453125 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -36717.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37011.558594 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -37011.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37268.585938 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -37268.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37390.679688 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -37390.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37437.757812 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -37437.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37465.386719 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -37465.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37543.703125 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -37543.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37548.859375 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -37548.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37548.859375 Penalty: 2959.208984
	Iteration 9F: 3 clusters Score -37548.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18224 members 
Mstep: Class 5 contains 11735 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 36643 members 
Mstep: Class 9 contains 23431 members 
Mstep: Class 10 contains 62125 members 
Mstep: Class 11 contains 190377 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 191690 members 
Mstep: Class 14 contains 202 members 
Mstep: Class 15 contains 4103 members 
Mstep: Class 16 contains 41804 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 17718 members 
Mstep: Class 21 contains 204713 members 
Mstep: Class 22 contains 13158 members 
Mstep: Class 23 contains 43188 members 
Mstep: Class 24 contains 21551 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15633 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1531 members 
Mstep: Class 32 contains 188 members 
Entering Unmasked Estep 
Score: -133240688.000000 Penalty: 109857.531250
Splitting cluster 14 changes total score from -133242608.000000 to -133240688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Entering Unmasked Estep 
Score: -521278.468750 Penalty: 2063.229492
	Iteration 0F: 2 clusters Score -521278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -517305.218750 Penalty: 4126.458984
	Iteration 0F: 3 clusters Score -517305.2 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -518200.375000 Penalty: 4126.458984
	Iteration 1F: 3 clusters Score -518200.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -518445.687500 Penalty: 4126.458984
	Iteration 2F: 3 clusters Score -518445.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -518665.125000 Penalty: 4126.458984
	Iteration 3F: 3 clusters Score -518665.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -518854.750000 Penalty: 4126.458984
	Iteration 4Q: 3 clusters Score -518854.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -519021.531250 Penalty: 4126.458984
	Iteration 5Q: 3 clusters Score -519021.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -519178.781250 Penalty: 4126.458984
	Iteration 6F: 3 clusters Score -519178.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -519297.343750 Penalty: 4126.458984
	Iteration 7Q: 3 clusters Score -519297.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -519387.000000 Penalty: 4126.458984
	Iteration 8Q: 3 clusters Score -519387 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -519444.000000 Penalty: 4126.458984
	Iteration 9Q: 3 clusters Score -519444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -519483.375000 Penalty: 4126.458984
	Iteration 10Q: 3 clusters Score -519483.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -519518.937500 Penalty: 4126.458984
	Iteration 11Q: 3 clusters Score -519518.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -519545.656250 Penalty: 4126.458984
	Iteration 12Q: 3 clusters Score -519545.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -519571.750000 Penalty: 4126.458984
	Iteration 13Q: 3 clusters Score -519571.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -519608.562500 Penalty: 4126.458984
	Iteration 14Q: 3 clusters Score -519608.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -519648.750000 Penalty: 4126.458984
	Iteration 15Q: 3 clusters Score -519648.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -519679.406250 Penalty: 4126.458984
	Iteration 16Q: 3 clusters Score -519679.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -519703.937500 Penalty: 4126.458984
	Iteration 17Q: 3 clusters Score -519703.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -519729.812500 Penalty: 4126.458984
	Iteration 18Q: 3 clusters Score -519729.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -519753.562500 Penalty: 4126.458984
	Iteration 19Q: 3 clusters Score -519753.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -519770.437500 Penalty: 4126.458984
	Iteration 20F: 3 clusters Score -519770.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -519783.781250 Penalty: 4126.458984
	Iteration 21Q: 3 clusters Score -519783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -519789.937500 Penalty: 4126.458984
	Iteration 22Q: 3 clusters Score -519789.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -519795.437500 Penalty: 4126.458984
	Iteration 23Q: 3 clusters Score -519795.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -519802.875000 Penalty: 4126.458984
	Iteration 24Q: 3 clusters Score -519802.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -519808.375000 Penalty: 4126.458984
	Iteration 25Q: 3 clusters Score -519808.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -519816.187500 Penalty: 4126.458984
	Iteration 26Q: 3 clusters Score -519816.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -519820.062500 Penalty: 4126.458984
	Iteration 27Q: 3 clusters Score -519820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -519824.000000 Penalty: 4126.458984
	Iteration 28Q: 3 clusters Score -519824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -519826.718750 Penalty: 4126.458984
	Iteration 29Q: 3 clusters Score -519826.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -519828.718750 Penalty: 4126.458984
	Iteration 30Q: 3 clusters Score -519828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -519832.250000 Penalty: 4126.458984
	Iteration 31Q: 3 clusters Score -519832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -519835.781250 Penalty: 4126.458984
	Iteration 32Q: 3 clusters Score -519835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -519838.562500 Penalty: 4126.458984
	Iteration 33Q: 3 clusters Score -519838.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -519841.312500 Penalty: 4126.458984
	Iteration 34Q: 3 clusters Score -519841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -519844.250000 Penalty: 4126.458984
	Iteration 35Q: 3 clusters Score -519844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -519845.437500 Penalty: 4126.458984
	Iteration 36Q: 3 clusters Score -519845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -519846.625000 Penalty: 4126.458984
	Iteration 37Q: 3 clusters Score -519846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -519846.625000 Penalty: 4126.458984
	Iteration 38F: 3 clusters Score -519846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Entering Unmasked Estep 
Score: -5567971.000000 Penalty: 2638.905273
	Iteration 0F: 2 clusters Score -5567971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5539795.500000 Penalty: 5277.810547
	Iteration 0F: 3 clusters Score -5539796 nChanged 19141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5550351.000000 Penalty: 5277.810547
	Iteration 1F: 3 clusters Score -5550351 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5550813.000000 Penalty: 5277.810547
	Iteration 2Q: 3 clusters Score -5550813 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -5551279.500000 Penalty: 5277.810547
	Iteration 3Q: 3 clusters Score -5551280 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -5551713.500000 Penalty: 5277.810547
	Iteration 4Q: 3 clusters Score -5551714 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -5552184.500000 Penalty: 5277.810547
	Iteration 5Q: 3 clusters Score -5552184 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5552762 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5553541.000000 Penalty: 5277.810547
	Iteration 7Q: 3 clusters Score -5553541 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5554582 nChanged 2345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5556000 nChanged 2469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5557545 nChanged 2421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -5559171.500000 Penalty: 5277.810547
	Iteration 11F: 3 clusters Score -5559172 nChanged 2095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -5560466 nChanged 1648
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Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5561444 nChanged 1264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5562232 nChanged 1002
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5562792 nChanged 772
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5563206 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5563532 nChanged 553
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5563803 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -5564058.500000 Penalty: 5277.810547
	Iteration 19Q: 3 clusters Score -5564058 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -5564258.000000 Penalty: 5277.810547
	Iteration 20F: 3 clusters Score -5564258 nChanged 427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -5564394.000000 Penalty: 5277.810547
	Iteration 21Q: 3 clusters Score -5564394 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -5564512.000000 Penalty: 5277.810547
	Iteration 22Q: 3 clusters Score -5564512 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -5564616.000000 Penalty: 5277.810547
	Iteration 23Q: 3 clusters Score -5564616 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -5564670.000000 Penalty: 5277.810547
	Iteration 24Q: 3 clusters Score -5564670 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -5564756.000000 Penalty: 5277.810547
	Iteration 25Q: 3 clusters Score -5564756 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -5564811.000000 Penalty: 5277.810547
	Iteration 26Q: 3 clusters Score -5564811 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -5564851.000000 Penalty: 5277.810547
	Iteration 27Q: 3 clusters Score -5564851 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -5564909.000000 Penalty: 5277.810547
	Iteration 28Q: 3 clusters Score -5564909 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -5564959.000000 Penalty: 5277.810547
	Iteration 29Q: 3 clusters Score -5564959 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -5565018.000000 Penalty: 5277.810547
	Iteration 30Q: 3 clusters Score -5565018 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -5565030.500000 Penalty: 5277.810547
	Iteration 31Q: 3 clusters Score -5565030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -5565044.000000 Penalty: 5277.810547
	Iteration 32Q: 3 clusters Score -5565044 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5565049.500000 Penalty: 5277.810547
	Iteration 33Q: 3 clusters Score -5565050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5565049 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -5565078.500000 Penalty: 5277.810547
	Iteration 35Q: 3 clusters Score -5565078 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5565095.000000 Penalty: 5277.810547
	Iteration 36Q: 3 clusters Score -5565095 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -5565125.500000 Penalty: 5277.810547
	Iteration 37Q: 3 clusters Score -5565126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5565123.000000 Penalty: 5277.810547
	Iteration 38Q: 3 clusters Score -5565123 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5565130.500000 Penalty: 5277.810547
	Iteration 39Q: 3 clusters Score -5565130 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -5565145.000000 Penalty: 5277.810547
	Iteration 40F: 3 clusters Score -5565145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5565166.000000 Penalty: 5277.810547
	Iteration 41Q: 3 clusters Score -5565166 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -5565185.000000 Penalty: 5277.810547
	Iteration 42Q: 3 clusters Score -5565185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5565208.000000 Penalty: 5277.810547
	Iteration 43Q: 3 clusters Score -5565208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5565211.500000 Penalty: 5277.810547
	Iteration 44Q: 3 clusters Score -5565212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -5565225.500000 Penalty: 5277.810547
	Iteration 45Q: 3 clusters Score -5565226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5565241.000000 Penalty: 5277.810547
	Iteration 46Q: 3 clusters Score -5565241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5565253.500000 Penalty: 5277.810547
	Iteration 47Q: 3 clusters Score -5565254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -5565257.000000 Penalty: 5277.810547
	Iteration 48Q: 3 clusters Score -5565257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -5565275.000000 Penalty: 5277.810547
	Iteration 49Q: 3 clusters Score -5565275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5565281.000000 Penalty: 5277.810547
	Iteration 50Q: 3 clusters Score -5565281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -5565291.000000 Penalty: 5277.810547
	Iteration 51Q: 3 clusters Score -5565291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5565298.000000 Penalty: 5277.810547
	Iteration 52Q: 3 clusters Score -5565298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -5565302.500000 Penalty: 5277.810547
	Iteration 53Q: 3 clusters Score -5565302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5565308.000000 Penalty: 5277.810547
	Iteration 54Q: 3 clusters Score -5565308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -5565317.500000 Penalty: 5277.810547
	Iteration 55Q: 3 clusters Score -5565318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5565321.500000 Penalty: 5277.810547
	Iteration 56Q: 3 clusters Score -5565322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5565319.000000 Penalty: 5277.810547
	Iteration 57Q: 3 clusters Score -5565319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5565316.500000 Penalty: 5277.810547
	Iteration 58Q: 3 clusters Score -5565316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5565331.500000 Penalty: 5277.810547
	Iteration 59Q: 3 clusters Score -5565332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5565332.500000 Penalty: 5277.810547
	Iteration 60F: 3 clusters Score -5565332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5565326.000000 Penalty: 5277.810547
	Iteration 61Q: 3 clusters Score -5565326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5565331.000000 Penalty: 5277.810547
	Iteration 62Q: 3 clusters Score -5565331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5565332.500000 Penalty: 5277.810547
	Iteration 63Q: 3 clusters Score -5565332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -5565331.500000 Penalty: 5277.810547
	Iteration 64Q: 3 clusters Score -5565332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5565347.000000 Penalty: 5277.810547
	Iteration 65Q: 3 clusters Score -5565347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5565342.500000 Penalty: 5277.810547
	Iteration 66Q: 3 clusters Score -5565342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5565342.500000 Penalty: 5277.810547
	Iteration 67Q: 3 clusters Score -5565342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5565342.000000 Penalty: 5277.810547
	Iteration 68Q: 3 clusters Score -5565342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5565338.000000 Penalty: 5277.810547
	Iteration 69Q: 3 clusters Score -5565338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5565341.500000 Penalty: 5277.810547
	Iteration 70Q: 3 clusters Score -5565342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5565353.000000 Penalty: 5277.810547
	Iteration 71Q: 3 clusters Score -5565353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5565350.500000 Penalty: 5277.810547
	Iteration 72Q: 3 clusters Score -5565350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5565346.500000 Penalty: 5277.810547
	Iteration 73Q: 3 clusters Score -5565346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5565341.000000 Penalty: 5277.810547
	Iteration 74Q: 3 clusters Score -5565341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -5565342.500000 Penalty: 5277.810547
	Iteration 75Q: 3 clusters Score -5565342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5565336.000000 Penalty: 5277.810547
	Iteration 76Q: 3 clusters Score -5565336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5565344.000000 Penalty: 5277.810547
	Iteration 77Q: 3 clusters Score -5565344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5565339.500000 Penalty: 5277.810547
	Iteration 78Q: 3 clusters Score -5565340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5565334.500000 Penalty: 5277.810547
	Iteration 79Q: 3 clusters Score -5565334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5565341.500000 Penalty: 5277.810547
	Iteration 80F: 3 clusters Score -5565342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5565342.500000 Penalty: 5277.810547
	Iteration 81Q: 3 clusters Score -5565342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5565343.500000 Penalty: 5277.810547
	Iteration 82Q: 3 clusters Score -5565344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -5565348.500000 Penalty: 5277.810547
	Iteration 83Q: 3 clusters Score -5565348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5565344.500000 Penalty: 5277.810547
	Iteration 84Q: 3 clusters Score -5565344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5565350.000000 Penalty: 5277.810547
	Iteration 85Q: 3 clusters Score -5565350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5565348.500000 Penalty: 5277.810547
	Iteration 86Q: 3 clusters Score -5565348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5565348.500000 Penalty: 5277.810547
	Iteration 87Q: 3 clusters Score -5565348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5565345.500000 Penalty: 5277.810547
	Iteration 88Q: 3 clusters Score -5565346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5565347.000000 Penalty: 5277.810547
	Iteration 89Q: 3 clusters Score -5565347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5565343.500000 Penalty: 5277.810547
	Iteration 90Q: 3 clusters Score -5565344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5565347.000000 Penalty: 5277.810547
	Iteration 91Q: 3 clusters Score -5565347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5565347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5565347.000000 Penalty: 5277.810547
	Iteration 93F: 3 clusters Score -5565347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -24093.369141 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -24093.37 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 133 members 
Entering Unmasked Estep 
Score: -23013.046875 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -23013.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23175.769531 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -23175.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23254.142578 Penalty: 2763.788330
	Iteration 2F: 3 clusters Score -23254.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23281.615234 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -23281.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23295.097656 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -23295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23296.839844 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -23296.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23296.839844 Penalty: 2763.788330
	Iteration 6F: 3 clusters Score -23296.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -245764.203125 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -245764.2 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 1023 members 
Entering Unmasked Estep 
Score: -243221.640625 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -243221.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -243626.875000 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -243626.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -243724.000000 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -243724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -243794.984375 Penalty: 3759.520752
	Iteration 3Q: 3 clusters Score -243795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -243854.234375 Penalty: 3759.520752
	Iteration 4Q: 3 clusters Score -243854.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -243887.640625 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -243887.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -243906.296875 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -243906.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -243927.328125 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -243927.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -243943.625000 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -243943.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -243957.171875 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -243957.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -243968.953125 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -243969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -243973.937500 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -243973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -243976.843750 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -243976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -243980.640625 Penalty: 3759.520752
	Iteration 13Q: 3 clusters Score -243980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -243983.515625 Penalty: 3759.520752
	Iteration 14Q: 3 clusters Score -243983.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -243987.093750 Penalty: 3759.520752
	Iteration 15Q: 3 clusters Score -243987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -243992.046875 Penalty: 3759.520752
	Iteration 16Q: 3 clusters Score -243992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -243995.375000 Penalty: 3759.520752
	Iteration 17Q: 3 clusters Score -243995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -243997.015625 Penalty: 3759.520752
	Iteration 18Q: 3 clusters Score -243997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -243998.968750 Penalty: 3759.520752
	Iteration 19Q: 3 clusters Score -243999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -243999.859375 Penalty: 3759.520752
	Iteration 20F: 3 clusters Score -243999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -244000.484375 Penalty: 3759.520752
	Iteration 21Q: 3 clusters Score -244000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -244000.484375 Penalty: 3759.520752
	Iteration 22F: 3 clusters Score -244000.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -291286.781250 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -291286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288529.906250 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -288529.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -289043.562500 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -289043.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -289176.687500 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -289176.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -289246.718750 Penalty: 3823.148926
	Iteration 3Q: 3 clusters Score -289246.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -289280.656250 Penalty: 3823.148926
	Iteration 4Q: 3 clusters Score -289280.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -289307.687500 Penalty: 3823.148926
	Iteration 5Q: 3 clusters Score -289307.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -289326.593750 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -289326.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -289338.468750 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -289338.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -289347.625000 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -289347.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -289355.968750 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -289356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -289360.812500 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -289360.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -289367.968750 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -289368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -289375.375000 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -289375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289377.000000 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -289377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -289379.687500 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -289379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289381.468750 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -289381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289384.531250 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -289384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289386.000000 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -289386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289387.062500 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -289387.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289387.062500 Penalty: 3823.148926
	Iteration 19F: 3 clusters Score -289387.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Entering Unmasked Estep 
Score: -2390158.250000 Penalty: 2426.019287
	Iteration 0F: 2 clusters Score -2390158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2377493.500000 Penalty: 4852.038574
	Iteration 0F: 3 clusters Score -2377494 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2381612.500000 Penalty: 4852.038574
	Iteration 1F: 3 clusters Score -2381612 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2382035.250000 Penalty: 4852.038574
	Iteration 2F: 3 clusters Score -2382035 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2382395.750000 Penalty: 4852.038574
	Iteration 3Q: 3 clusters Score -2382396 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2382820.750000 Penalty: 4852.038574
	Iteration 4Q: 3 clusters Score -2382821 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2383291.000000 Penalty: 4852.038574
	Iteration 5Q: 3 clusters Score -2383291 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2383688.750000 Penalty: 4852.038574
	Iteration 6Q: 3 clusters Score -2383689 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2384019.750000 Penalty: 4852.038574
	Iteration 7Q: 3 clusters Score -2384020 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2384339.750000 Penalty: 4852.038574
	Iteration 8Q: 3 clusters Score -2384340 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2384650.500000 Penalty: 4852.038574
	Iteration 9Q: 3 clusters Score -2384650 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2384968.750000 Penalty: 4852.038574
	Iteration 10Q: 3 clusters Score -2384969 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2385285.250000 Penalty: 4852.038574
	Iteration 11Q: 3 clusters Score -2385285 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2385618.250000 Penalty: 4852.038574
	Iteration 12Q: 3 clusters Score -2385618 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2385937.250000 Penalty: 4852.038574
	Iteration 13Q: 3 clusters Score -2385937 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2386245.250000 Penalty: 4852.038574
	Iteration 14Q: 3 clusters Score -2386245 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2386493.000000 Penalty: 4852.038574
	Iteration 15Q: 3 clusters Score -2386493 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2386686.000000 Penalty: 4852.038574
	Iteration 16Q: 3 clusters Score -2386686 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2386840.750000 Penalty: 4852.038574
	Iteration 17Q: 3 clusters Score -2386841 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2386955.000000 Penalty: 4852.038574
	Iteration 18Q: 3 clusters Score -2386955 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2387044.750000 Penalty: 4852.038574
	Iteration 19Q: 3 clusters Score -2387045 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2387107.250000 Penalty: 4852.038574
	Iteration 20F: 3 clusters Score -2387107 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2387156.500000 Penalty: 4852.038574
	Iteration 21Q: 3 clusters Score -2387156 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2387224.250000 Penalty: 4852.038574
	Iteration 22Q: 3 clusters Score -2387224 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2387279.500000 Penalty: 4852.038574
	Iteration 23Q: 3 clusters Score -2387280 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2387347.750000 Penalty: 4852.038574
	Iteration 24Q: 3 clusters Score -2387348 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2387420.250000 Penalty: 4852.038574
	Iteration 25Q: 3 clusters Score -2387420 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2387483.750000 Penalty: 4852.038574
	Iteration 26Q: 3 clusters Score -2387484 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2387550.000000 Penalty: 4852.038574
	Iteration 27Q: 3 clusters Score -2387550 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2387625.250000 Penalty: 4852.038574
	Iteration 28Q: 3 clusters Score -2387625 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2387713.750000 Penalty: 4852.038574
	Iteration 29Q: 3 clusters Score -2387714 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2387800.500000 Penalty: 4852.038574
	Iteration 30Q: 3 clusters Score -2387800 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2387886.000000 Penalty: 4852.038574
	Iteration 31Q: 3 clusters Score -2387886 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2387962.000000 Penalty: 4852.038574
	Iteration 32Q: 3 clusters Score -2387962 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2388054.250000 Penalty: 4852.038574
	Iteration 33Q: 3 clusters Score -2388054 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2388170.000000 Penalty: 4852.038574
	Iteration 34Q: 3 clusters Score -2388170 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2388272.000000 Penalty: 4852.038574
	Iteration 35Q: 3 clusters Score -2388272 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2388350.500000 Penalty: 4852.038574
	Iteration 36Q: 3 clusters Score -2388350 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2388454.750000 Penalty: 4852.038574
	Iteration 37Q: 3 clusters Score -2388455 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2388544.250000 Penalty: 4852.038574
	Iteration 38Q: 3 clusters Score -2388544 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2388634.000000 Penalty: 4852.038574
	Iteration 39Q: 3 clusters Score -2388634 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2388721.750000 Penalty: 4852.038574
	Iteration 40F: 3 clusters Score -2388722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2388804.000000 Penalty: 4852.038574
	Iteration 41Q: 3 clusters Score -2388804 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2388881.000000 Penalty: 4852.038574
	Iteration 42Q: 3 clusters Score -2388881 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2388942.500000 Penalty: 4852.038574
	Iteration 43Q: 3 clusters Score -2388942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2389000.750000 Penalty: 4852.038574
	Iteration 44Q: 3 clusters Score -2389001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2389049.750000 Penalty: 4852.038574
	Iteration 45Q: 3 clusters Score -2389050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2389086.250000 Penalty: 4852.038574
	Iteration 46Q: 3 clusters Score -2389086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2389117.250000 Penalty: 4852.038574
	Iteration 47Q: 3 clusters Score -2389117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2389140.500000 Penalty: 4852.038574
	Iteration 48Q: 3 clusters Score -2389140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2389157.250000 Penalty: 4852.038574
	Iteration 49Q: 3 clusters Score -2389157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2389169.250000 Penalty: 4852.038574
	Iteration 50Q: 3 clusters Score -2389169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2389180.500000 Penalty: 4852.038574
	Iteration 51Q: 3 clusters Score -2389180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2389195.250000 Penalty: 4852.038574
	Iteration 52Q: 3 clusters Score -2389195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2389209.000000 Penalty: 4852.038574
	Iteration 53Q: 3 clusters Score -2389209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2389219.250000 Penalty: 4852.038574
	Iteration 54Q: 3 clusters Score -2389219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2389224.000000 Penalty: 4852.038574
	Iteration 55Q: 3 clusters Score -2389224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2389230.750000 Penalty: 4852.038574
	Iteration 56Q: 3 clusters Score -2389231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2389244.000000 Penalty: 4852.038574
	Iteration 57Q: 3 clusters Score -2389244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2389249.750000 Penalty: 4852.038574
	Iteration 58Q: 3 clusters Score -2389250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2389254.500000 Penalty: 4852.038574
	Iteration 59Q: 3 clusters Score -2389254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2389257.500000 Penalty: 4852.038574
	Iteration 60F: 3 clusters Score -2389258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2389265.250000 Penalty: 4852.038574
	Iteration 61Q: 3 clusters Score -2389265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2389262.250000 Penalty: 4852.038574
	Iteration 62Q: 3 clusters Score -2389262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2389264.750000 Penalty: 4852.038574
	Iteration 63Q: 3 clusters Score -2389265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2389273.250000 Penalty: 4852.038574
	Iteration 64Q: 3 clusters Score -2389273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2389275.500000 Penalty: 4852.038574
	Iteration 65Q: 3 clusters Score -2389276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2389277.500000 Penalty: 4852.038574
	Iteration 66Q: 3 clusters Score -2389278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2389280.750000 Penalty: 4852.038574
	Iteration 67Q: 3 clusters Score -2389281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2389279.250000 Penalty: 4852.038574
	Iteration 68Q: 3 clusters Score -2389279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2389276.500000 Penalty: 4852.038574
	Iteration 69Q: 3 clusters Score -2389276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2389281.000000 Penalty: 4852.038574
	Iteration 70Q: 3 clusters Score -2389281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2389284.750000 Penalty: 4852.038574
	Iteration 71Q: 3 clusters Score -2389285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2389286.000000 Penalty: 4852.038574
	Iteration 72Q: 3 clusters Score -2389286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2389289.000000 Penalty: 4852.038574
	Iteration 73Q: 3 clusters Score -2389289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2389289.000000 Penalty: 4852.038574
	Iteration 74F: 3 clusters Score -2389289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (204713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204713 members 
Entering Unmasked Estep 
Score: -27179976.000000 Penalty: 3032.882324
	Iteration 0F: 2 clusters Score -2.717998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 102128 members 
Entering Unmasked Estep 
Score: -27048728.000000 Penalty: 6065.764648
	Iteration 0F: 3 clusters Score -2.704873e+07 nChanged 98188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -27106500.000000 Penalty: 6065.764648
	Iteration 1F: 3 clusters Score -2.71065e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -27108438.000000 Penalty: 6065.764648
	Iteration 2Q: 3 clusters Score -2.710844e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116938 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -27111814.000000 Penalty: 6065.764648
	Iteration 3Q: 3 clusters Score -2.711181e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125169 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -27117524.000000 Penalty: 6065.764648
	Iteration 4F: 3 clusters Score -2.711752e+07 nChanged 14324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136353 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -27127410.000000 Penalty: 6065.764648
	Iteration 5F: 3 clusters Score -2.712741e+07 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149458 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -27141562.000000 Penalty: 6065.764648
	Iteration 6F: 3 clusters Score -2.714156e+07 nChanged 15107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160981 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -27157108.000000 Penalty: 6065.764648
	Iteration 7F: 3 clusters Score -2.715711e+07 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167505 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -27168468.000000 Penalty: 6065.764648
	Iteration 8F: 3 clusters Score -2.716847e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -27173282.000000 Penalty: 6065.764648
	Iteration 9Q: 3 clusters Score -2.717328e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -27174890.000000 Penalty: 6065.764648
	Iteration 10Q: 3 clusters Score -2.717489e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173802 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -27175748.000000 Penalty: 6065.764648
	Iteration 11Q: 3 clusters Score -2.717575e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175297 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -27176492.000000 Penalty: 6065.764648
	Iteration 12Q: 3 clusters Score -2.717649e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176646 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -27176830.000000 Penalty: 6065.764648
	Iteration 13Q: 3 clusters Score -2.717683e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -27177276.000000 Penalty: 6065.764648
	Iteration 14Q: 3 clusters Score -2.717728e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179053 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -27177574.000000 Penalty: 6065.764648
	Iteration 15Q: 3 clusters Score -2.717757e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180162 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -27177764.000000 Penalty: 6065.764648
	Iteration 16Q: 3 clusters Score -2.717776e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181199 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -27177888.000000 Penalty: 6065.764648
	Iteration 17Q: 3 clusters Score -2.717789e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182181 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -27178090.000000 Penalty: 6065.764648
	Iteration 18Q: 3 clusters Score -2.717809e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183104 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -27178322.000000 Penalty: 6065.764648
	Iteration 19Q: 3 clusters Score -2.717832e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184028 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -27178446.000000 Penalty: 6065.764648
	Iteration 20F: 3 clusters Score -2.717845e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184907 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -27178554.000000 Penalty: 6065.764648
	Iteration 21Q: 3 clusters Score -2.717855e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185781 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -27178540.000000 Penalty: 6065.764648
	Iteration 22Q: 3 clusters Score -2.717854e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186654 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -27178638.000000 Penalty: 6065.764648
	Iteration 23Q: 3 clusters Score -2.717864e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187432 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -27178578.000000 Penalty: 6065.764648
	Iteration 24Q: 3 clusters Score -2.717858e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188162 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -27178654.000000 Penalty: 6065.764648
	Iteration 25Q: 3 clusters Score -2.717865e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188852 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -27178666.000000 Penalty: 6065.764648
	Iteration 26Q: 3 clusters Score -2.717867e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189493 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -27178652.000000 Penalty: 6065.764648
	Iteration 27Q: 3 clusters Score -2.717865e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190107 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -27178654.000000 Penalty: 6065.764648
	Iteration 28Q: 3 clusters Score -2.717865e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190695 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -27178676.000000 Penalty: 6065.764648
	Iteration 29Q: 3 clusters Score -2.717868e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191213 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -27178622.000000 Penalty: 6065.764648
	Iteration 30Q: 3 clusters Score -2.717862e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191671 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -27178666.000000 Penalty: 6065.764648
	Iteration 31Q: 3 clusters Score -2.717867e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -27178600.000000 Penalty: 6065.764648
	Iteration 32Q: 3 clusters Score -2.71786e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192574 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -27178548.000000 Penalty: 6065.764648
	Iteration 33Q: 3 clusters Score -2.717855e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193019 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -27178574.000000 Penalty: 6065.764648
	Iteration 34Q: 3 clusters Score -2.717857e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -27178566.000000 Penalty: 6065.764648
	Iteration 35Q: 3 clusters Score -2.717857e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193848 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -27178544.000000 Penalty: 6065.764648
	Iteration 36Q: 3 clusters Score -2.717854e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194223 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -27178560.000000 Penalty: 6065.764648
	Iteration 37Q: 3 clusters Score -2.717856e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194583 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -27178552.000000 Penalty: 6065.764648
	Iteration 38Q: 3 clusters Score -2.717855e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194918 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -27178558.000000 Penalty: 6065.764648
	Iteration 39Q: 3 clusters Score -2.717856e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195216 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -27178586.000000 Penalty: 6065.764648
	Iteration 40F: 3 clusters Score -2.717859e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195523 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -27178590.000000 Penalty: 6065.764648
	Iteration 41Q: 3 clusters Score -2.717859e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195829 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -27178594.000000 Penalty: 6065.764648
	Iteration 42Q: 3 clusters Score -2.717859e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196121 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -27178550.000000 Penalty: 6065.764648
	Iteration 43Q: 3 clusters Score -2.717855e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196390 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -27178612.000000 Penalty: 6065.764648
	Iteration 44Q: 3 clusters Score -2.717861e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196648 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -27178582.000000 Penalty: 6065.764648
	Iteration 45Q: 3 clusters Score -2.717858e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196881 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -27178584.000000 Penalty: 6065.764648
	Iteration 46Q: 3 clusters Score -2.717858e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197122 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -27178488.000000 Penalty: 6065.764648
	Iteration 47Q: 3 clusters Score -2.717849e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197352 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -27178516.000000 Penalty: 6065.764648
	Iteration 48Q: 3 clusters Score -2.717852e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197580 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -27178430.000000 Penalty: 6065.764648
	Iteration 49Q: 3 clusters Score -2.717843e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197793 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -27178354.000000 Penalty: 6065.764648
	Iteration 50Q: 3 clusters Score -2.717835e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197983 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -27178358.000000 Penalty: 6065.764648
	Iteration 51Q: 3 clusters Score -2.717836e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198193 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -27178308.000000 Penalty: 6065.764648
	Iteration 52Q: 3 clusters Score -2.717831e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198397 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -27178252.000000 Penalty: 6065.764648
	Iteration 53Q: 3 clusters Score -2.717825e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198579 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -27178184.000000 Penalty: 6065.764648
	Iteration 54Q: 3 clusters Score -2.717818e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198772 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -27178260.000000 Penalty: 6065.764648
	Iteration 55Q: 3 clusters Score -2.717826e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198959 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -27178216.000000 Penalty: 6065.764648
	Iteration 56Q: 3 clusters Score -2.717822e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199146 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -27178176.000000 Penalty: 6065.764648
	Iteration 57Q: 3 clusters Score -2.717818e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199308 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -27178234.000000 Penalty: 6065.764648
	Iteration 58Q: 3 clusters Score -2.717823e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199463 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -27178206.000000 Penalty: 6065.764648
	Iteration 59Q: 3 clusters Score -2.717821e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199607 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -27178176.000000 Penalty: 6065.764648
	Iteration 60F: 3 clusters Score -2.717818e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199755 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -27178154.000000 Penalty: 6065.764648
	Iteration 61Q: 3 clusters Score -2.717815e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199900 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -27178128.000000 Penalty: 6065.764648
	Iteration 62Q: 3 clusters Score -2.717813e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200020 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -27178140.000000 Penalty: 6065.764648
	Iteration 63Q: 3 clusters Score -2.717814e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200119 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -27178106.000000 Penalty: 6065.764648
	Iteration 64Q: 3 clusters Score -2.717811e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200202 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -27178098.000000 Penalty: 6065.764648
	Iteration 65Q: 3 clusters Score -2.71781e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200275 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -27178112.000000 Penalty: 6065.764648
	Iteration 66Q: 3 clusters Score -2.717811e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200349 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -27178072.000000 Penalty: 6065.764648
	Iteration 67Q: 3 clusters Score -2.717807e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200403 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -27178044.000000 Penalty: 6065.764648
	Iteration 68Q: 3 clusters Score -2.717804e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200460 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -27178022.000000 Penalty: 6065.764648
	Iteration 69Q: 3 clusters Score -2.717802e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200524 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -27178010.000000 Penalty: 6065.764648
	Iteration 70Q: 3 clusters Score -2.717801e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200582 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -27177982.000000 Penalty: 6065.764648
	Iteration 71Q: 3 clusters Score -2.717798e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200636 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -27178002.000000 Penalty: 6065.764648
	Iteration 72Q: 3 clusters Score -2.7178e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200681 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -27178006.000000 Penalty: 6065.764648
	Iteration 73Q: 3 clusters Score -2.717801e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200738 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -27177978.000000 Penalty: 6065.764648
	Iteration 74Q: 3 clusters Score -2.717798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200777 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -27177958.000000 Penalty: 6065.764648
	Iteration 75Q: 3 clusters Score -2.717796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200801 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -27177980.000000 Penalty: 6065.764648
	Iteration 76Q: 3 clusters Score -2.717798e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200825 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -27177962.000000 Penalty: 6065.764648
	Iteration 77Q: 3 clusters Score -2.717796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200845 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -27177976.000000 Penalty: 6065.764648
	Iteration 78Q: 3 clusters Score -2.717798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200876 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -27177964.000000 Penalty: 6065.764648
	Iteration 79Q: 3 clusters Score -2.717796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200903 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -27177956.000000 Penalty: 6065.764648
	Iteration 80F: 3 clusters Score -2.717796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200930 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -27177976.000000 Penalty: 6065.764648
	Iteration 81Q: 3 clusters Score -2.717798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200952 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -27177976.000000 Penalty: 6065.764648
	Iteration 82Q: 3 clusters Score -2.717798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200966 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -27177972.000000 Penalty: 6065.764648
	Iteration 83Q: 3 clusters Score -2.717797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200977 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -27177962.000000 Penalty: 6065.764648
	Iteration 84Q: 3 clusters Score -2.717796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200992 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -27177970.000000 Penalty: 6065.764648
	Iteration 85Q: 3 clusters Score -2.717797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201013 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -27177934.000000 Penalty: 6065.764648
	Iteration 86Q: 3 clusters Score -2.717793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201033 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -27177918.000000 Penalty: 6065.764648
	Iteration 87Q: 3 clusters Score -2.717792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201054 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -27177920.000000 Penalty: 6065.764648
	Iteration 88Q: 3 clusters Score -2.717792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201085 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -27177910.000000 Penalty: 6065.764648
	Iteration 89Q: 3 clusters Score -2.717791e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201119 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -27177926.000000 Penalty: 6065.764648
	Iteration 90Q: 3 clusters Score -2.717793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201149 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -27177942.000000 Penalty: 6065.764648
	Iteration 91Q: 3 clusters Score -2.717794e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201185 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -27177968.000000 Penalty: 6065.764648
	Iteration 92Q: 3 clusters Score -2.717797e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201220 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -27177940.000000 Penalty: 6065.764648
	Iteration 93Q: 3 clusters Score -2.717794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201256 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -27177970.000000 Penalty: 6065.764648
	Iteration 94Q: 3 clusters Score -2.717797e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201290 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -27177958.000000 Penalty: 6065.764648
	Iteration 95Q: 3 clusters Score -2.717796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201324 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -27177950.000000 Penalty: 6065.764648
	Iteration 96Q: 3 clusters Score -2.717795e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201363 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -27177984.000000 Penalty: 6065.764648
	Iteration 97Q: 3 clusters Score -2.717798e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201397 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -27177984.000000 Penalty: 6065.764648
	Iteration 98Q: 3 clusters Score -2.717798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201432 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -27177972.000000 Penalty: 6065.764648
	Iteration 99Q: 3 clusters Score -2.717797e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201466 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -27177958.000000 Penalty: 6065.764648
	Iteration 100F: 3 clusters Score -2.717796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201495 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -27177966.000000 Penalty: 6065.764648
	Iteration 101Q: 3 clusters Score -2.717797e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201526 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -27177940.000000 Penalty: 6065.764648
	Iteration 102Q: 3 clusters Score -2.717794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201552 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -27177938.000000 Penalty: 6065.764648
	Iteration 103Q: 3 clusters Score -2.717794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201573 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -27177926.000000 Penalty: 6065.764648
	Iteration 104Q: 3 clusters Score -2.717793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201593 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -27177946.000000 Penalty: 6065.764648
	Iteration 105Q: 3 clusters Score -2.717795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201614 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -27177942.000000 Penalty: 6065.764648
	Iteration 106Q: 3 clusters Score -2.717794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201629 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -27177936.000000 Penalty: 6065.764648
	Iteration 107Q: 3 clusters Score -2.717794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201640 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -27177932.000000 Penalty: 6065.764648
	Iteration 108Q: 3 clusters Score -2.717793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201653 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -27177928.000000 Penalty: 6065.764648
	Iteration 109Q: 3 clusters Score -2.717793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201669 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -27177924.000000 Penalty: 6065.764648
	Iteration 110Q: 3 clusters Score -2.717792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201683 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -27177914.000000 Penalty: 6065.764648
	Iteration 111Q: 3 clusters Score -2.717791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201701 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -27177902.000000 Penalty: 6065.764648
	Iteration 112Q: 3 clusters Score -2.71779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201723 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -27177918.000000 Penalty: 6065.764648
	Iteration 113Q: 3 clusters Score -2.717792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201746 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -27177920.000000 Penalty: 6065.764648
	Iteration 114Q: 3 clusters Score -2.717792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201762 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -27177902.000000 Penalty: 6065.764648
	Iteration 115Q: 3 clusters Score -2.71779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201781 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -27177886.000000 Penalty: 6065.764648
	Iteration 116Q: 3 clusters Score -2.717789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201795 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -27177896.000000 Penalty: 6065.764648
	Iteration 117Q: 3 clusters Score -2.71779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201812 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -27177882.000000 Penalty: 6065.764648
	Iteration 118Q: 3 clusters Score -2.717788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201837 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -27177882.000000 Penalty: 6065.764648
	Iteration 119Q: 3 clusters Score -2.717788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201861 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -27177876.000000 Penalty: 6065.764648
	Iteration 120F: 3 clusters Score -2.717788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201887 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -27177874.000000 Penalty: 6065.764648
	Iteration 121Q: 3 clusters Score -2.717787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201909 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -27177862.000000 Penalty: 6065.764648
	Iteration 122Q: 3 clusters Score -2.717786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201920 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -27177860.000000 Penalty: 6065.764648
	Iteration 123Q: 3 clusters Score -2.717786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201940 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -27177858.000000 Penalty: 6065.764648
	Iteration 124Q: 3 clusters Score -2.717786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201964 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -27177884.000000 Penalty: 6065.764648
	Iteration 125Q: 3 clusters Score -2.717788e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201989 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -27177868.000000 Penalty: 6065.764648
	Iteration 126Q: 3 clusters Score -2.717787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202014 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -27177890.000000 Penalty: 6065.764648
	Iteration 127Q: 3 clusters Score -2.717789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202036 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -27177888.000000 Penalty: 6065.764648
	Iteration 128Q: 3 clusters Score -2.717789e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202063 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -27177900.000000 Penalty: 6065.764648
	Iteration 129Q: 3 clusters Score -2.71779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202080 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -27177894.000000 Penalty: 6065.764648
	Iteration 130Q: 3 clusters Score -2.717789e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202105 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -27177894.000000 Penalty: 6065.764648
	Iteration 131Q: 3 clusters Score -2.717789e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202133 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -27177890.000000 Penalty: 6065.764648
	Iteration 132Q: 3 clusters Score -2.717789e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202155 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -27177858.000000 Penalty: 6065.764648
	Iteration 133Q: 3 clusters Score -2.717786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202173 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -27177848.000000 Penalty: 6065.764648
	Iteration 134Q: 3 clusters Score -2.717785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202195 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -27177844.000000 Penalty: 6065.764648
	Iteration 135Q: 3 clusters Score -2.717784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202217 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -27177840.000000 Penalty: 6065.764648
	Iteration 136Q: 3 clusters Score -2.717784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202236 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -27177838.000000 Penalty: 6065.764648
	Iteration 137Q: 3 clusters Score -2.717784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202253 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -27177848.000000 Penalty: 6065.764648
	Iteration 138Q: 3 clusters Score -2.717785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202268 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -27177832.000000 Penalty: 6065.764648
	Iteration 139Q: 3 clusters Score -2.717783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202278 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -27177830.000000 Penalty: 6065.764648
	Iteration 140F: 3 clusters Score -2.717783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202288 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -27177836.000000 Penalty: 6065.764648
	Iteration 141Q: 3 clusters Score -2.717784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202300 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -27177820.000000 Penalty: 6065.764648
	Iteration 142Q: 3 clusters Score -2.717782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202311 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -27177850.000000 Penalty: 6065.764648
	Iteration 143Q: 3 clusters Score -2.717785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202325 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -27177836.000000 Penalty: 6065.764648
	Iteration 144Q: 3 clusters Score -2.717784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202336 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -27177834.000000 Penalty: 6065.764648
	Iteration 145Q: 3 clusters Score -2.717783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202347 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -27177826.000000 Penalty: 6065.764648
	Iteration 146Q: 3 clusters Score -2.717783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202355 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -27177838.000000 Penalty: 6065.764648
	Iteration 147Q: 3 clusters Score -2.717784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202361 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -27177842.000000 Penalty: 6065.764648
	Iteration 148Q: 3 clusters Score -2.717784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202363 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -27177834.000000 Penalty: 6065.764648
	Iteration 149Q: 3 clusters Score -2.717783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202366 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -27177828.000000 Penalty: 6065.764648
	Iteration 150Q: 3 clusters Score -2.717783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202368 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -27177832.000000 Penalty: 6065.764648
	Iteration 151Q: 3 clusters Score -2.717783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202371 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -27177828.000000 Penalty: 6065.764648
	Iteration 152Q: 3 clusters Score -2.717783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202371 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -27177828.000000 Penalty: 6065.764648
	Iteration 153F: 3 clusters Score -2.717783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Entering Unmasked Estep 
Score: -1774131.125000 Penalty: 2352.226807
	Iteration 0F: 2 clusters Score -1774131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1764483.000000 Penalty: 4704.453613
	Iteration 0F: 3 clusters Score -1764483 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1767492.250000 Penalty: 4704.453613
	Iteration 1F: 3 clusters Score -1767492 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1768153.500000 Penalty: 4704.453613
	Iteration 2F: 3 clusters Score -1768154 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1768856.625000 Penalty: 4704.453613
	Iteration 3F: 3 clusters Score -1768857 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1769469.250000 Penalty: 4704.453613
	Iteration 4F: 3 clusters Score -1769469 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1770035.875000 Penalty: 4704.453613
	Iteration 5F: 3 clusters Score -1770036 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1770577.875000 Penalty: 4704.453613
	Iteration 6F: 3 clusters Score -1770578 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1771087.000000 Penalty: 4704.453613
	Iteration 7F: 3 clusters Score -1771087 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1771484.500000 Penalty: 4704.453613
	Iteration 8Q: 3 clusters Score -1771484 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1771776.125000 Penalty: 4704.453613
	Iteration 9Q: 3 clusters Score -1771776 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1771988.875000 Penalty: 4704.453613
	Iteration 10Q: 3 clusters Score -1771989 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1772146.375000 Penalty: 4704.453613
	Iteration 11Q: 3 clusters Score -1772146 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1772282.750000 Penalty: 4704.453613
	Iteration 12Q: 3 clusters Score -1772283 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1772415.625000 Penalty: 4704.453613
	Iteration 13Q: 3 clusters Score -1772416 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1772513.625000 Penalty: 4704.453613
	Iteration 14Q: 3 clusters Score -1772514 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1772614.250000 Penalty: 4704.453613
	Iteration 15Q: 3 clusters Score -1772614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1772686.250000 Penalty: 4704.453613
	Iteration 16Q: 3 clusters Score -1772686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1772743.625000 Penalty: 4704.453613
	Iteration 17Q: 3 clusters Score -1772744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1772801.000000 Penalty: 4704.453613
	Iteration 18Q: 3 clusters Score -1772801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1772838.250000 Penalty: 4704.453613
	Iteration 19Q: 3 clusters Score -1772838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1772872.875000 Penalty: 4704.453613
	Iteration 20F: 3 clusters Score -1772873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1772895.125000 Penalty: 4704.453613
	Iteration 21Q: 3 clusters Score -1772895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1772905.000000 Penalty: 4704.453613
	Iteration 22Q: 3 clusters Score -1772905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1772912.375000 Penalty: 4704.453613
	Iteration 23Q: 3 clusters Score -1772912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1772921.000000 Penalty: 4704.453613
	Iteration 24Q: 3 clusters Score -1772921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1772932.000000 Penalty: 4704.453613
	Iteration 25Q: 3 clusters Score -1772932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1772936.500000 Penalty: 4704.453613
	Iteration 26Q: 3 clusters Score -1772936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1772942.500000 Penalty: 4704.453613
	Iteration 27Q: 3 clusters Score -1772942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1772945.250000 Penalty: 4704.453613
	Iteration 28Q: 3 clusters Score -1772945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1772958.250000 Penalty: 4704.453613
	Iteration 29Q: 3 clusters Score -1772958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1772959.375000 Penalty: 4704.453613
	Iteration 30Q: 3 clusters Score -1772959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1772964.500000 Penalty: 4704.453613
	Iteration 31Q: 3 clusters Score -1772964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1772972.250000 Penalty: 4704.453613
	Iteration 32Q: 3 clusters Score -1772972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1772978.000000 Penalty: 4704.453613
	Iteration 33Q: 3 clusters Score -1772978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1772977.000000 Penalty: 4704.453613
	Iteration 34Q: 3 clusters Score -1772977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1772981.250000 Penalty: 4704.453613
	Iteration 35Q: 3 clusters Score -1772981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1772981.000000 Penalty: 4704.453613
	Iteration 36Q: 3 clusters Score -1772981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1772983.000000 Penalty: 4704.453613
	Iteration 37Q: 3 clusters Score -1772983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1772985.625000 Penalty: 4704.453613
	Iteration 38Q: 3 clusters Score -1772986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1772985.875000 Penalty: 4704.453613
	Iteration 39Q: 3 clusters Score -1772986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1772986.375000 Penalty: 4704.453613
	Iteration 40F: 3 clusters Score -1772986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1772986.000000 Penalty: 4704.453613
	Iteration 41Q: 3 clusters Score -1772986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1772987.125000 Penalty: 4704.453613
	Iteration 42Q: 3 clusters Score -1772987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1772987.125000 Penalty: 4704.453613
	Iteration 43F: 3 clusters Score -1772987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Entering Unmasked Estep 
Score: -5617631.500000 Penalty: 2646.982910
	Iteration 0F: 2 clusters Score -5617632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5588426.000000 Penalty: 5293.965820
	Iteration 0F: 3 clusters Score -5588426 nChanged 19996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5599128.000000 Penalty: 5293.965820
	Iteration 1F: 3 clusters Score -5599128 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5599714.000000 Penalty: 5293.965820
	Iteration 2Q: 3 clusters Score -5599714 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -5600246.500000 Penalty: 5293.965820
	Iteration 3Q: 3 clusters Score -5600246 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5600909.500000 Penalty: 5293.965820
	Iteration 4Q: 3 clusters Score -5600910 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5601923.000000 Penalty: 5293.965820
	Iteration 5Q: 3 clusters Score -5601923 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -5603172.500000 Penalty: 5293.965820
	Iteration 6F: 3 clusters Score -5603172 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -5604631.500000 Penalty: 5293.965820
	Iteration 7F: 3 clusters Score -5604632 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -5606216.500000 Penalty: 5293.965820
	Iteration 8F: 3 clusters Score -5606216 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -5607612.500000 Penalty: 5293.965820
	Iteration 9F: 3 clusters Score -5607612 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -5608579.000000 Penalty: 5293.965820
	Iteration 10Q: 3 clusters Score -5608579 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -5609172.000000 Penalty: 5293.965820
	Iteration 11Q: 3 clusters Score -5609172 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -5609497.500000 Penalty: 5293.965820
	Iteration 12Q: 3 clusters Score -5609498 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -5609694.000000 Penalty: 5293.965820
	Iteration 13Q: 3 clusters Score -5609694 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5609753.000000 Penalty: 5293.965820
	Iteration 14Q: 3 clusters Score -5609753 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -5609761.000000 Penalty: 5293.965820
	Iteration 15Q: 3 clusters Score -5609761 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -5609786.000000 Penalty: 5293.965820
	Iteration 16Q: 3 clusters Score -5609786 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -5609792.500000 Penalty: 5293.965820
	Iteration 17Q: 3 clusters Score -5609792 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5609817.000000 Penalty: 5293.965820
	Iteration 18Q: 3 clusters Score -5609817 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5609814.000000 Penalty: 5293.965820
	Iteration 19Q: 3 clusters Score -5609814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -5609820.500000 Penalty: 5293.965820
	Iteration 20F: 3 clusters Score -5609820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -5609845.000000 Penalty: 5293.965820
	Iteration 21Q: 3 clusters Score -5609845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -5609831.000000 Penalty: 5293.965820
	Iteration 22Q: 3 clusters Score -5609831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -5609846.500000 Penalty: 5293.965820
	Iteration 23Q: 3 clusters Score -5609846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -5609846.500000 Penalty: 5293.965820
	Iteration 24Q: 3 clusters Score -5609846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -5609852.000000 Penalty: 5293.965820
	Iteration 25Q: 3 clusters Score -5609852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5609846.500000 Penalty: 5293.965820
	Iteration 26Q: 3 clusters Score -5609846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -5609842.000000 Penalty: 5293.965820
	Iteration 27Q: 3 clusters Score -5609842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -5609843.000000 Penalty: 5293.965820
	Iteration 28Q: 3 clusters Score -5609843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -5609845.500000 Penalty: 5293.965820
	Iteration 29Q: 3 clusters Score -5609846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5609844.500000 Penalty: 5293.965820
	Iteration 30Q: 3 clusters Score -5609844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -5609849.000000 Penalty: 5293.965820
	Iteration 31Q: 3 clusters Score -5609849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -5609847.000000 Penalty: 5293.965820
	Iteration 32Q: 3 clusters Score -5609847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -5609839.000000 Penalty: 5293.965820
	Iteration 33Q: 3 clusters Score -5609839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -5609845.000000 Penalty: 5293.965820
	Iteration 34Q: 3 clusters Score -5609845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -5609846.500000 Penalty: 5293.965820
	Iteration 35Q: 3 clusters Score -5609846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5609848.000000 Penalty: 5293.965820
	Iteration 36Q: 3 clusters Score -5609848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -5609860.500000 Penalty: 5293.965820
	Iteration 37Q: 3 clusters Score -5609860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -5609853.500000 Penalty: 5293.965820
	Iteration 38Q: 3 clusters Score -5609854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5609847.000000 Penalty: 5293.965820
	Iteration 39Q: 3 clusters Score -5609847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5609846.000000 Penalty: 5293.965820
	Iteration 40F: 3 clusters Score -5609846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -5609854.000000 Penalty: 5293.965820
	Iteration 41Q: 3 clusters Score -5609854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -5609847.500000 Penalty: 5293.965820
	Iteration 42Q: 3 clusters Score -5609848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -5609853.500000 Penalty: 5293.965820
	Iteration 43Q: 3 clusters Score -5609854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -5609856.500000 Penalty: 5293.965820
	Iteration 44Q: 3 clusters Score -5609856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -5609854.000000 Penalty: 5293.965820
	Iteration 45Q: 3 clusters Score -5609854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -5609854.500000 Penalty: 5293.965820
	Iteration 46Q: 3 clusters Score -5609854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -5609856.500000 Penalty: 5293.965820
	Iteration 47Q: 3 clusters Score -5609856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -5609856.500000 Penalty: 5293.965820
	Iteration 48F: 3 clusters Score -5609856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Entering Unmasked Estep 
Score: -2703190.000000 Penalty: 2474.587891
	Iteration 0F: 2 clusters Score -2703190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2688034.250000 Penalty: 4949.175781
	Iteration 0F: 3 clusters Score -2688034 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2693397.500000 Penalty: 4949.175781
	Iteration 1F: 3 clusters Score -2693398 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2694030.500000 Penalty: 4949.175781
	Iteration 2F: 3 clusters Score -2694030 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2694648.750000 Penalty: 4949.175781
	Iteration 3F: 3 clusters Score -2694649 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2695106.500000 Penalty: 4949.175781
	Iteration 4Q: 3 clusters Score -2695106 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2695501.000000 Penalty: 4949.175781
	Iteration 5Q: 3 clusters Score -2695501 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2695870.250000 Penalty: 4949.175781
	Iteration 6Q: 3 clusters Score -2695870 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2696235.750000 Penalty: 4949.175781
	Iteration 7Q: 3 clusters Score -2696236 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2696616.000000 Penalty: 4949.175781
	Iteration 8Q: 3 clusters Score -2696616 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2697080.250000 Penalty: 4949.175781
	Iteration 9Q: 3 clusters Score -2697080 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2697553.750000 Penalty: 4949.175781
	Iteration 10Q: 3 clusters Score -2697554 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2698012.250000 Penalty: 4949.175781
	Iteration 11Q: 3 clusters Score -2698012 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2698452.500000 Penalty: 4949.175781
	Iteration 12Q: 3 clusters Score -2698452 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2698812.000000 Penalty: 4949.175781
	Iteration 13Q: 3 clusters Score -2698812 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2699085.500000 Penalty: 4949.175781
	Iteration 14Q: 3 clusters Score -2699086 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2699277.500000 Penalty: 4949.175781
	Iteration 15Q: 3 clusters Score -2699278 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2699402.250000 Penalty: 4949.175781
	Iteration 16Q: 3 clusters Score -2699402 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2699493.250000 Penalty: 4949.175781
	Iteration 17Q: 3 clusters Score -2699493 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2699555.250000 Penalty: 4949.175781
	Iteration 18Q: 3 clusters Score -2699555 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2699608.250000 Penalty: 4949.175781
	Iteration 19Q: 3 clusters Score -2699608 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2699669.000000 Penalty: 4949.175781
	Iteration 20F: 3 clusters Score -2699669 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2699709.250000 Penalty: 4949.175781
	Iteration 21Q: 3 clusters Score -2699709 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2699740.250000 Penalty: 4949.175781
	Iteration 22Q: 3 clusters Score -2699740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2699790.250000 Penalty: 4949.175781
	Iteration 23Q: 3 clusters Score -2699790 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2699823.000000 Penalty: 4949.175781
	Iteration 24Q: 3 clusters Score -2699823 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2699851.250000 Penalty: 4949.175781
	Iteration 25Q: 3 clusters Score -2699851 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2699884.500000 Penalty: 4949.175781
	Iteration 26Q: 3 clusters Score -2699884 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2699924.500000 Penalty: 4949.175781
	Iteration 27Q: 3 clusters Score -2699924 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2699965.500000 Penalty: 4949.175781
	Iteration 28Q: 3 clusters Score -2699966 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2700010.500000 Penalty: 4949.175781
	Iteration 29Q: 3 clusters Score -2700010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2700067.500000 Penalty: 4949.175781
	Iteration 30Q: 3 clusters Score -2700068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2700106.500000 Penalty: 4949.175781
	Iteration 31Q: 3 clusters Score -2700106 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2700152.500000 Penalty: 4949.175781
	Iteration 32Q: 3 clusters Score -2700152 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2700199.500000 Penalty: 4949.175781
	Iteration 33Q: 3 clusters Score -2700200 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2700252.000000 Penalty: 4949.175781
	Iteration 34Q: 3 clusters Score -2700252 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2700321.750000 Penalty: 4949.175781
	Iteration 35Q: 3 clusters Score -2700322 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2700393.750000 Penalty: 4949.175781
	Iteration 36Q: 3 clusters Score -2700394 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2700502.000000 Penalty: 4949.175781
	Iteration 37Q: 3 clusters Score -2700502 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2700619.500000 Penalty: 4949.175781
	Iteration 38Q: 3 clusters Score -2700620 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2700759.000000 Penalty: 4949.175781
	Iteration 39Q: 3 clusters Score -2700759 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2700900.000000 Penalty: 4949.175781
	Iteration 40F: 3 clusters Score -2700900 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2701042.000000 Penalty: 4949.175781
	Iteration 41Q: 3 clusters Score -2701042 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2701139.500000 Penalty: 4949.175781
	Iteration 42Q: 3 clusters Score -2701140 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2701213.750000 Penalty: 4949.175781
	Iteration 43Q: 3 clusters Score -2701214 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2701276.000000 Penalty: 4949.175781
	Iteration 44Q: 3 clusters Score -2701276 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2701304.000000 Penalty: 4949.175781
	Iteration 45Q: 3 clusters Score -2701304 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2701337.750000 Penalty: 4949.175781
	Iteration 46Q: 3 clusters Score -2701338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2701361.750000 Penalty: 4949.175781
	Iteration 47Q: 3 clusters Score -2701362 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2701388.250000 Penalty: 4949.175781
	Iteration 48Q: 3 clusters Score -2701388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2701414.500000 Penalty: 4949.175781
	Iteration 49Q: 3 clusters Score -2701414 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2701430.500000 Penalty: 4949.175781
	Iteration 50Q: 3 clusters Score -2701430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2701451.250000 Penalty: 4949.175781
	Iteration 51Q: 3 clusters Score -2701451 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2701475.000000 Penalty: 4949.175781
	Iteration 52Q: 3 clusters Score -2701475 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2701500.000000 Penalty: 4949.175781
	Iteration 53Q: 3 clusters Score -2701500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2701520.250000 Penalty: 4949.175781
	Iteration 54Q: 3 clusters Score -2701520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2701537.750000 Penalty: 4949.175781
	Iteration 55Q: 3 clusters Score -2701538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2701536.000000 Penalty: 4949.175781
	Iteration 56Q: 3 clusters Score -2701536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2701545.250000 Penalty: 4949.175781
	Iteration 57Q: 3 clusters Score -2701545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2701553.500000 Penalty: 4949.175781
	Iteration 58Q: 3 clusters Score -2701554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2701557.500000 Penalty: 4949.175781
	Iteration 59Q: 3 clusters Score -2701558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2701561.000000 Penalty: 4949.175781
	Iteration 60F: 3 clusters Score -2701561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2701563.750000 Penalty: 4949.175781
	Iteration 61Q: 3 clusters Score -2701564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2701567.000000 Penalty: 4949.175781
	Iteration 62Q: 3 clusters Score -2701567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2701576.000000 Penalty: 4949.175781
	Iteration 63Q: 3 clusters Score -2701576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2701573.000000 Penalty: 4949.175781
	Iteration 64Q: 3 clusters Score -2701573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2701579.000000 Penalty: 4949.175781
	Iteration 65Q: 3 clusters Score -2701579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2701576.750000 Penalty: 4949.175781
	Iteration 66Q: 3 clusters Score -2701577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2701574.500000 Penalty: 4949.175781
	Iteration 67Q: 3 clusters Score -2701574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2701579.750000 Penalty: 4949.175781
	Iteration 68Q: 3 clusters Score -2701580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2701579.750000 Penalty: 4949.175781
	Iteration 69Q: 3 clusters Score -2701580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2701579.750000 Penalty: 4949.175781
	Iteration 70Q: 3 clusters Score -2701580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2701579.750000 Penalty: 4949.175781
	Iteration 71Q: 3 clusters Score -2701580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2701579.250000 Penalty: 4949.175781
	Iteration 72Q: 3 clusters Score -2701579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2701587.250000 Penalty: 4949.175781
	Iteration 73Q: 3 clusters Score -2701587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2701589.000000 Penalty: 4949.175781
	Iteration 74Q: 3 clusters Score -2701589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2701591.750000 Penalty: 4949.175781
	Iteration 75Q: 3 clusters Score -2701592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2701592.000000 Penalty: 4949.175781
	Iteration 76Q: 3 clusters Score -2701592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2701590.000000 Penalty: 4949.175781
	Iteration 77Q: 3 clusters Score -2701590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2701597.500000 Penalty: 4949.175781
	Iteration 78Q: 3 clusters Score -2701598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2701595.250000 Penalty: 4949.175781
	Iteration 79Q: 3 clusters Score -2701595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2701592.250000 Penalty: 4949.175781
	Iteration 80F: 3 clusters Score -2701592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2701592.250000 Penalty: 4949.175781
	Iteration 81Q: 3 clusters Score -2701592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2701592.000000 Penalty: 4949.175781
	Iteration 82Q: 3 clusters Score -2701592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2701596.000000 Penalty: 4949.175781
	Iteration 83Q: 3 clusters Score -2701596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2701595.250000 Penalty: 4949.175781
	Iteration 84Q: 3 clusters Score -2701595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2701594.500000 Penalty: 4949.175781
	Iteration 85Q: 3 clusters Score -2701594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2701598.750000 Penalty: 4949.175781
	Iteration 86Q: 3 clusters Score -2701599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2701597.750000 Penalty: 4949.175781
	Iteration 87Q: 3 clusters Score -2701598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2701597.000000 Penalty: 4949.175781
	Iteration 88Q: 3 clusters Score -2701597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2701596.750000 Penalty: 4949.175781
	Iteration 89Q: 3 clusters Score -2701597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2701597.750000 Penalty: 4949.175781
	Iteration 90Q: 3 clusters Score -2701598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2701595.250000 Penalty: 4949.175781
	Iteration 91Q: 3 clusters Score -2701595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2701596.750000 Penalty: 4949.175781
	Iteration 92Q: 3 clusters Score -2701597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2701593.500000 Penalty: 4949.175781
	Iteration 93Q: 3 clusters Score -2701594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2701594.500000 Penalty: 4949.175781
	Iteration 94Q: 3 clusters Score -2701594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2701597.500000 Penalty: 4949.175781
	Iteration 95Q: 3 clusters Score -2701598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2701596.500000 Penalty: 4949.175781
	Iteration 96Q: 3 clusters Score -2701596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2701596.500000 Penalty: 4949.175781
	Iteration 97F: 3 clusters Score -2701596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -263809.437500 Penalty: 1887.982178
	Iteration 0F: 2 clusters Score -263809.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -261153.093750 Penalty: 3775.964355
	Iteration 0F: 3 clusters Score -261153.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -261646.406250 Penalty: 3775.964355
	Iteration 1F: 3 clusters Score -261646.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -261884.265625 Penalty: 3775.964355
	Iteration 2F: 3 clusters Score -261884.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -262122.734375 Penalty: 3775.964355
	Iteration 3F: 3 clusters Score -262122.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -262292.906250 Penalty: 3775.964355
	Iteration 4F: 3 clusters Score -262292.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -262393.218750 Penalty: 3775.964355
	Iteration 5Q: 3 clusters Score -262393.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -262469.875000 Penalty: 3775.964355
	Iteration 6Q: 3 clusters Score -262469.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -262529.656250 Penalty: 3775.964355
	Iteration 7Q: 3 clusters Score -262529.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -262576.281250 Penalty: 3775.964355
	Iteration 8Q: 3 clusters Score -262576.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -262608.781250 Penalty: 3775.964355
	Iteration 9Q: 3 clusters Score -262608.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -262637.156250 Penalty: 3775.964355
	Iteration 10Q: 3 clusters Score -262637.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -262651.937500 Penalty: 3775.964355
	Iteration 11Q: 3 clusters Score -262651.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -262667.062500 Penalty: 3775.964355
	Iteration 12Q: 3 clusters Score -262667.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -262682.281250 Penalty: 3775.964355
	Iteration 13Q: 3 clusters Score -262682.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -262699.687500 Penalty: 3775.964355
	Iteration 14Q: 3 clusters Score -262699.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -262711.187500 Penalty: 3775.964355
	Iteration 15Q: 3 clusters Score -262711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -262716.343750 Penalty: 3775.964355
	Iteration 16Q: 3 clusters Score -262716.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -262725.468750 Penalty: 3775.964355
	Iteration 17Q: 3 clusters Score -262725.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -262735.875000 Penalty: 3775.964355
	Iteration 18Q: 3 clusters Score -262735.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -262743.656250 Penalty: 3775.964355
	Iteration 19Q: 3 clusters Score -262743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -262750.875000 Penalty: 3775.964355
	Iteration 20F: 3 clusters Score -262750.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -262760.843750 Penalty: 3775.964355
	Iteration 21Q: 3 clusters Score -262760.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -262775.062500 Penalty: 3775.964355
	Iteration 22Q: 3 clusters Score -262775.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -262790.000000 Penalty: 3775.964355
	Iteration 23Q: 3 clusters Score -262790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -262804.125000 Penalty: 3775.964355
	Iteration 24Q: 3 clusters Score -262804.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -262819.593750 Penalty: 3775.964355
	Iteration 25Q: 3 clusters Score -262819.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -262834.218750 Penalty: 3775.964355
	Iteration 26Q: 3 clusters Score -262834.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -262853.812500 Penalty: 3775.964355
	Iteration 27Q: 3 clusters Score -262853.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -262872.937500 Penalty: 3775.964355
	Iteration 28Q: 3 clusters Score -262872.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -262895.968750 Penalty: 3775.964355
	Iteration 29Q: 3 clusters Score -262896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -262920.750000 Penalty: 3775.964355
	Iteration 30Q: 3 clusters Score -262920.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -262944.937500 Penalty: 3775.964355
	Iteration 31Q: 3 clusters Score -262944.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -262966.531250 Penalty: 3775.964355
	Iteration 32Q: 3 clusters Score -262966.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -262990.062500 Penalty: 3775.964355
	Iteration 33Q: 3 clusters Score -262990.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -263021.875000 Penalty: 3775.964355
	Iteration 34Q: 3 clusters Score -263021.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -263047.093750 Penalty: 3775.964355
	Iteration 35Q: 3 clusters Score -263047.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -263068.093750 Penalty: 3775.964355
	Iteration 36Q: 3 clusters Score -263068.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -263084.750000 Penalty: 3775.964355
	Iteration 37Q: 3 clusters Score -263084.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -263101.218750 Penalty: 3775.964355
	Iteration 38Q: 3 clusters Score -263101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -263115.218750 Penalty: 3775.964355
	Iteration 39Q: 3 clusters Score -263115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -263128.281250 Penalty: 3775.964355
	Iteration 40F: 3 clusters Score -263128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -263137.750000 Penalty: 3775.964355
	Iteration 41Q: 3 clusters Score -263137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -263143.687500 Penalty: 3775.964355
	Iteration 42Q: 3 clusters Score -263143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -263147.281250 Penalty: 3775.964355
	Iteration 43Q: 3 clusters Score -263147.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -263148.343750 Penalty: 3775.964355
	Iteration 44Q: 3 clusters Score -263148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -263149.750000 Penalty: 3775.964355
	Iteration 45Q: 3 clusters Score -263149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -263151.562500 Penalty: 3775.964355
	Iteration 46Q: 3 clusters Score -263151.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -263151.562500 Penalty: 3775.964355
	Iteration 47F: 3 clusters Score -263151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -86835.648438 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -86835.65 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 397 members 
Entering Unmasked Estep 
Score: -85067.781250 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -85067.78 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85532.476562 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -85532.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85807.070312 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -85807.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -86162.218750 Penalty: 3314.947021
	Iteration 3F: 3 clusters Score -86162.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86756.140625 Penalty: 3314.947021
	Iteration 4F: 3 clusters Score -86756.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87189.453125 Penalty: 3314.947021
	Iteration 5F: 3 clusters Score -87189.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87307.382812 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -87307.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87455.148438 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -87455.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -87491.695312 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -87491.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87535.492188 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -87535.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87555.640625 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -87555.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87587.414062 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -87587.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87602.320312 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -87602.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87621.531250 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -87621.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87623.046875 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -87623.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87641.570312 Penalty: 3314.947021
	Iteration 15F: 3 clusters Score -87641.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87664.882812 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -87664.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87685.953125 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -87685.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87728.546875 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -87728.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87731.523438 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -87731.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87741.507812 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -87741.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87769.554688 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -87769.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87769.554688 Penalty: 3314.947021
	Iteration 22F: 3 clusters Score -87769.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18224 members 
Mstep: Class 5 contains 11735 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 36643 members 
Mstep: Class 9 contains 23431 members 
Mstep: Class 10 contains 62125 members 
Mstep: Class 11 contains 190377 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 191690 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4103 members 
Mstep: Class 16 contains 41804 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 17718 members 
Mstep: Class 21 contains 204713 members 
Mstep: Class 22 contains 13158 members 
Mstep: Class 23 contains 43188 members 
Mstep: Class 24 contains 21551 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 480 members 
Mstep: Class 27 contains 15633 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1531 members 
Mstep: Class 32 contains 319 members 
Entering Unmasked Estep 
Score: -133241536.000000 Penalty: 109857.531250
Splitting cluster 26 changes total score from -133242608.000000 to -133241536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (15633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Entering Unmasked Estep 
Score: -2114314.000000 Penalty: 2394.970703
	Iteration 0F: 2 clusters Score -2114314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2102992.000000 Penalty: 4789.941406
	Iteration 0F: 3 clusters Score -2102992 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2106566.500000 Penalty: 4789.941406
	Iteration 1F: 3 clusters Score -2106566 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2107034.500000 Penalty: 4789.941406
	Iteration 2F: 3 clusters Score -2107034 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2107415.000000 Penalty: 4789.941406
	Iteration 3F: 3 clusters Score -2107415 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2107806.750000 Penalty: 4789.941406
	Iteration 4F: 3 clusters Score -2107807 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2108229.250000 Penalty: 4789.941406
	Iteration 5F: 3 clusters Score -2108229 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2108730.750000 Penalty: 4789.941406
	Iteration 6F: 3 clusters Score -2108731 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2109294.250000 Penalty: 4789.941406
	Iteration 7F: 3 clusters Score -2109294 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2109902.500000 Penalty: 4789.941406
	Iteration 8F: 3 clusters Score -2109902 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2110522.500000 Penalty: 4789.941406
	Iteration 9F: 3 clusters Score -2110522 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2111026.750000 Penalty: 4789.941406
	Iteration 10Q: 3 clusters Score -2111027 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2111389.500000 Penalty: 4789.941406
	Iteration 11Q: 3 clusters Score -2111390 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2111602.500000 Penalty: 4789.941406
	Iteration 12Q: 3 clusters Score -2111602 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2111708.750000 Penalty: 4789.941406
	Iteration 13Q: 3 clusters Score -2111709 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2111779.000000 Penalty: 4789.941406
	Iteration 14Q: 3 clusters Score -2111779 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2111825.750000 Penalty: 4789.941406
	Iteration 15Q: 3 clusters Score -2111826 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2111858.750000 Penalty: 4789.941406
	Iteration 16Q: 3 clusters Score -2111859 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2111888.500000 Penalty: 4789.941406
	Iteration 17Q: 3 clusters Score -2111888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2111914.250000 Penalty: 4789.941406
	Iteration 18Q: 3 clusters Score -2111914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2111951.750000 Penalty: 4789.941406
	Iteration 19Q: 3 clusters Score -2111952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2111976.750000 Penalty: 4789.941406
	Iteration 20F: 3 clusters Score -2111977 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2112013.500000 Penalty: 4789.941406
	Iteration 21Q: 3 clusters Score -2112014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2112039.000000 Penalty: 4789.941406
	Iteration 22Q: 3 clusters Score -2112039 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2112063.000000 Penalty: 4789.941406
	Iteration 23Q: 3 clusters Score -2112063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2112088.750000 Penalty: 4789.941406
	Iteration 24Q: 3 clusters Score -2112089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2112104.250000 Penalty: 4789.941406
	Iteration 25Q: 3 clusters Score -2112104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2112117.500000 Penalty: 4789.941406
	Iteration 26Q: 3 clusters Score -2112118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2112142.500000 Penalty: 4789.941406
	Iteration 27Q: 3 clusters Score -2112142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2112159.000000 Penalty: 4789.941406
	Iteration 28Q: 3 clusters Score -2112159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2112178.500000 Penalty: 4789.941406
	Iteration 29Q: 3 clusters Score -2112178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2112193.000000 Penalty: 4789.941406
	Iteration 30Q: 3 clusters Score -2112193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2112213.250000 Penalty: 4789.941406
	Iteration 31Q: 3 clusters Score -2112213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2112228.500000 Penalty: 4789.941406
	Iteration 32Q: 3 clusters Score -2112228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2112239.750000 Penalty: 4789.941406
	Iteration 33Q: 3 clusters Score -2112240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2112254.250000 Penalty: 4789.941406
	Iteration 34Q: 3 clusters Score -2112254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2112267.750000 Penalty: 4789.941406
	Iteration 35Q: 3 clusters Score -2112268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2112289.000000 Penalty: 4789.941406
	Iteration 36Q: 3 clusters Score -2112289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2112302.250000 Penalty: 4789.941406
	Iteration 37Q: 3 clusters Score -2112302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2112306.750000 Penalty: 4789.941406
	Iteration 38Q: 3 clusters Score -2112307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2112317.250000 Penalty: 4789.941406
	Iteration 39Q: 3 clusters Score -2112317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2112326.750000 Penalty: 4789.941406
	Iteration 40F: 3 clusters Score -2112327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2112342.000000 Penalty: 4789.941406
	Iteration 41Q: 3 clusters Score -2112342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2112358.750000 Penalty: 4789.941406
	Iteration 42Q: 3 clusters Score -2112359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2112365.750000 Penalty: 4789.941406
	Iteration 43Q: 3 clusters Score -2112366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2112380.500000 Penalty: 4789.941406
	Iteration 44Q: 3 clusters Score -2112380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2112386.750000 Penalty: 4789.941406
	Iteration 45Q: 3 clusters Score -2112387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2112402.500000 Penalty: 4789.941406
	Iteration 46Q: 3 clusters Score -2112402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2112410.750000 Penalty: 4789.941406
	Iteration 47Q: 3 clusters Score -2112411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2112421.750000 Penalty: 4789.941406
	Iteration 48Q: 3 clusters Score -2112422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2112426.250000 Penalty: 4789.941406
	Iteration 49Q: 3 clusters Score -2112426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2112435.250000 Penalty: 4789.941406
	Iteration 50Q: 3 clusters Score -2112435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2112444.500000 Penalty: 4789.941406
	Iteration 51Q: 3 clusters Score -2112444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2112447.750000 Penalty: 4789.941406
	Iteration 52Q: 3 clusters Score -2112448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2112454.750000 Penalty: 4789.941406
	Iteration 53Q: 3 clusters Score -2112455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2112459.250000 Penalty: 4789.941406
	Iteration 54Q: 3 clusters Score -2112459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2112462.000000 Penalty: 4789.941406
	Iteration 55Q: 3 clusters Score -2112462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2112468.750000 Penalty: 4789.941406
	Iteration 56Q: 3 clusters Score -2112469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2112477.250000 Penalty: 4789.941406
	Iteration 57Q: 3 clusters Score -2112477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2112482.500000 Penalty: 4789.941406
	Iteration 58Q: 3 clusters Score -2112482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2112488.000000 Penalty: 4789.941406
	Iteration 59Q: 3 clusters Score -2112488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2112494.750000 Penalty: 4789.941406
	Iteration 60F: 3 clusters Score -2112495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2112503.000000 Penalty: 4789.941406
	Iteration 61Q: 3 clusters Score -2112503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2112511.000000 Penalty: 4789.941406
	Iteration 62Q: 3 clusters Score -2112511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2112517.500000 Penalty: 4789.941406
	Iteration 63Q: 3 clusters Score -2112518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2112522.750000 Penalty: 4789.941406
	Iteration 64Q: 3 clusters Score -2112523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2112524.250000 Penalty: 4789.941406
	Iteration 65Q: 3 clusters Score -2112524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2112524.750000 Penalty: 4789.941406
	Iteration 66Q: 3 clusters Score -2112525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2112527.250000 Penalty: 4789.941406
	Iteration 67Q: 3 clusters Score -2112527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2112528.750000 Penalty: 4789.941406
	Iteration 68Q: 3 clusters Score -2112529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2112530.750000 Penalty: 4789.941406
	Iteration 69Q: 3 clusters Score -2112531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2112531.750000 Penalty: 4789.941406
	Iteration 70Q: 3 clusters Score -2112532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2112534.000000 Penalty: 4789.941406
	Iteration 71Q: 3 clusters Score -2112534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2112534.750000 Penalty: 4789.941406
	Iteration 72Q: 3 clusters Score -2112535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2112536.250000 Penalty: 4789.941406
	Iteration 73Q: 3 clusters Score -2112536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2112538.500000 Penalty: 4789.941406
	Iteration 74Q: 3 clusters Score -2112538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2112537.250000 Penalty: 4789.941406
	Iteration 75Q: 3 clusters Score -2112537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2112537.500000 Penalty: 4789.941406
	Iteration 76Q: 3 clusters Score -2112538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2112535.250000 Penalty: 4789.941406
	Iteration 77Q: 3 clusters Score -2112535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2112536.000000 Penalty: 4789.941406
	Iteration 78Q: 3 clusters Score -2112536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2112536.500000 Penalty: 4789.941406
	Iteration 79Q: 3 clusters Score -2112536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2112536.500000 Penalty: 4789.941406
	Iteration 80F: 3 clusters Score -2112536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -120400.132812 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -120400.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -118468.695312 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -118468.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119310.609375 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -119310.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -120074.750000 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -120074.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120765.898438 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -120765.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -121269.750000 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -121269.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121535.710938 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -121535.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -121637.500000 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -121637.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121734.875000 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -121734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121759.867188 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -121759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121773.101562 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -121773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -121780.554688 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -121780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121799.921875 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -121799.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121913.968750 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -121914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -121978.203125 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -121978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -121978.203125 Penalty: 3479.793213
	Iteration 14F: 3 clusters Score -121978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18224 members 
Mstep: Class 5 contains 11735 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 36643 members 
Mstep: Class 9 contains 23431 members 
Mstep: Class 10 contains 62125 members 
Mstep: Class 11 contains 190377 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 191690 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4103 members 
Mstep: Class 16 contains 41804 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 17718 members 
Mstep: Class 21 contains 204713 members 
Mstep: Class 22 contains 13158 members 
Mstep: Class 23 contains 43188 members 
Mstep: Class 24 contains 21551 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15633 members 
Mstep: Class 28 contains 518 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1531 members 
Mstep: Class 32 contains 596 members 
Entering Unmasked Estep 
Score: -133242280.000000 Penalty: 109857.531250
Splitting cluster 28 changes total score from -133242608.000000 to -133242280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Entering Unmasked Estep 
Score: -408197.500000 Penalty: 2027.954224
	Iteration 0F: 2 clusters Score -408197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -404529.593750 Penalty: 4055.908447
	Iteration 0F: 3 clusters Score -404529.6 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -405336.312500 Penalty: 4055.908447
	Iteration 1F: 3 clusters Score -405336.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -405502.593750 Penalty: 4055.908447
	Iteration 2F: 3 clusters Score -405502.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -405620.625000 Penalty: 4055.908447
	Iteration 3Q: 3 clusters Score -405620.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -405706.906250 Penalty: 4055.908447
	Iteration 4Q: 3 clusters Score -405706.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -405760.937500 Penalty: 4055.908447
	Iteration 5Q: 3 clusters Score -405760.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -405810.218750 Penalty: 4055.908447
	Iteration 6Q: 3 clusters Score -405810.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -405850.062500 Penalty: 4055.908447
	Iteration 7Q: 3 clusters Score -405850.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -405883.906250 Penalty: 4055.908447
	Iteration 8Q: 3 clusters Score -405883.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -405910.187500 Penalty: 4055.908447
	Iteration 9Q: 3 clusters Score -405910.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -405935.281250 Penalty: 4055.908447
	Iteration 10Q: 3 clusters Score -405935.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -405958.187500 Penalty: 4055.908447
	Iteration 11Q: 3 clusters Score -405958.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -405980.937500 Penalty: 4055.908447
	Iteration 12Q: 3 clusters Score -405980.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -405999.156250 Penalty: 4055.908447
	Iteration 13Q: 3 clusters Score -405999.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -406015.750000 Penalty: 4055.908447
	Iteration 14Q: 3 clusters Score -406015.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -406027.656250 Penalty: 4055.908447
	Iteration 15Q: 3 clusters Score -406027.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -406038.250000 Penalty: 4055.908447
	Iteration 16Q: 3 clusters Score -406038.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -406045.781250 Penalty: 4055.908447
	Iteration 17Q: 3 clusters Score -406045.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -406053.031250 Penalty: 4055.908447
	Iteration 18Q: 3 clusters Score -406053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -406059.250000 Penalty: 4055.908447
	Iteration 19Q: 3 clusters Score -406059.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -406067.312500 Penalty: 4055.908447
	Iteration 20F: 3 clusters Score -406067.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -406075.562500 Penalty: 4055.908447
	Iteration 21Q: 3 clusters Score -406075.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -406081.718750 Penalty: 4055.908447
	Iteration 22Q: 3 clusters Score -406081.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -406087.000000 Penalty: 4055.908447
	Iteration 23Q: 3 clusters Score -406087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -406091.937500 Penalty: 4055.908447
	Iteration 24Q: 3 clusters Score -406091.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -406096.531250 Penalty: 4055.908447
	Iteration 25Q: 3 clusters Score -406096.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -406100.500000 Penalty: 4055.908447
	Iteration 26Q: 3 clusters Score -406100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -406100.968750 Penalty: 4055.908447
	Iteration 27Q: 3 clusters Score -406101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -406102.843750 Penalty: 4055.908447
	Iteration 28Q: 3 clusters Score -406102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -406102.812500 Penalty: 4055.908447
	Iteration 29Q: 3 clusters Score -406102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -406103.625000 Penalty: 4055.908447
	Iteration 30Q: 3 clusters Score -406103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -406104.062500 Penalty: 4055.908447
	Iteration 31Q: 3 clusters Score -406104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -406104.968750 Penalty: 4055.908447
	Iteration 32Q: 3 clusters Score -406105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -406105.031250 Penalty: 4055.908447
	Iteration 33Q: 3 clusters Score -406105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -406105.031250 Penalty: 4055.908447
	Iteration 34F: 3 clusters Score -406105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -115208.804688 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -115208.8 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 450 members 
Entering Unmasked Estep 
Score: -113365.710938 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -113365.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -113641.609375 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -113641.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113713.109375 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -113713.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -113741.257812 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -113741.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -113770.773438 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -113770.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113790.617188 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -113790.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113807.671875 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -113807.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113823.242188 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -113823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113830.359375 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -113830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113837.187500 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -113837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113843.789062 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -113843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113853.750000 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -113853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113865.804688 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -113865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113892.953125 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -113893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113932.125000 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -113932.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113964.265625 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -113964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113975.000000 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -113975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113980.351562 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -113980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113980.351562 Penalty: 3378.923096
	Iteration 18F: 3 clusters Score -113980.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -196313.265625 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -196313.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194004.500000 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -194004.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -194496.343750 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -194496.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -194646.406250 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -194646.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194741.031250 Penalty: 3637.503418
	Iteration 3Q: 3 clusters Score -194741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -194811.812500 Penalty: 3637.503418
	Iteration 4Q: 3 clusters Score -194811.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -194875.312500 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -194875.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -194938.562500 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -194938.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194991.281250 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -194991.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -195068.531250 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -195068.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -195167.125000 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -195167.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -195243.468750 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -195243.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -195328.859375 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -195328.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -195401.109375 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -195401.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -195471.203125 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -195471.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -195610.937500 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -195610.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -195824.625000 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -195824.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -195951.156250 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -195951.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -196028.140625 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -196028.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -196094.953125 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -196095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -196147.671875 Penalty: 3637.503418
	Iteration 19Q: 3 clusters Score -196147.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -196161.250000 Penalty: 3637.503418
	Iteration 20F: 3 clusters Score -196161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -196163.421875 Penalty: 3637.503418
	Iteration 21Q: 3 clusters Score -196163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -196165.828125 Penalty: 3637.503418
	Iteration 22Q: 3 clusters Score -196165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -196165.828125 Penalty: 3637.503418
	Iteration 23F: 3 clusters Score -196165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18224 members 
Mstep: Class 5 contains 11735 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 36643 members 
Mstep: Class 9 contains 23431 members 
Mstep: Class 10 contains 62125 members 
Mstep: Class 11 contains 190377 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 191690 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4103 members 
Mstep: Class 16 contains 41804 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 17718 members 
Mstep: Class 21 contains 204713 members 
Mstep: Class 22 contains 13158 members 
Mstep: Class 23 contains 43188 members 
Mstep: Class 24 contains 21551 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15633 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242616.000000 Penalty: 106424.484375
Iteration 119Q: 32 clusters Score -1.332426e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18196 members 
Mstep: Class 5 contains 11720 members 
Mstep: Class 6 contains 11620 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 36640 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 62054 members 
Mstep: Class 11 contains 190387 members 
Mstep: Class 12 contains 1914 members 
Mstep: Class 13 contains 191716 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4120 members 
Mstep: Class 16 contains 41786 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 17709 members 
Mstep: Class 21 contains 204772 members 
Mstep: Class 22 contains 13175 members 
Mstep: Class 23 contains 43196 members 
Mstep: Class 24 contains 21549 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15659 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3568 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242616.000000 Penalty: 106424.484375
Iteration 120F: 32 clusters Score -1.332426e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 2634 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18165 members 
Mstep: Class 5 contains 11710 members 
Mstep: Class 6 contains 11609 members 
Mstep: Class 7 contains 45171 members 
Mstep: Class 8 contains 36636 members 
Mstep: Class 9 contains 23417 members 
Mstep: Class 10 contains 61991 members 
Mstep: Class 11 contains 190397 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 191753 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4134 members 
Mstep: Class 16 contains 41773 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 17704 members 
Mstep: Class 21 contains 204809 members 
Mstep: Class 22 contains 13179 members 
Mstep: Class 23 contains 43210 members 
Mstep: Class 24 contains 21548 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15688 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3577 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242640.000000 Penalty: 106424.484375
Iteration 121Q: 32 clusters Score -1.332426e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18144 members 
Mstep: Class 5 contains 11698 members 
Mstep: Class 6 contains 11604 members 
Mstep: Class 7 contains 45167 members 
Mstep: Class 8 contains 36632 members 
Mstep: Class 9 contains 23413 members 
Mstep: Class 10 contains 61928 members 
Mstep: Class 11 contains 190403 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 191787 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4153 members 
Mstep: Class 16 contains 41764 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 17701 members 
Mstep: Class 21 contains 204851 members 
Mstep: Class 22 contains 13183 members 
Mstep: Class 23 contains 43208 members 
Mstep: Class 24 contains 21554 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15704 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242608.000000 Penalty: 106424.484375
Iteration 122Q: 32 clusters Score -1.332426e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18123 members 
Mstep: Class 5 contains 11683 members 
Mstep: Class 6 contains 11604 members 
Mstep: Class 7 contains 45170 members 
Mstep: Class 8 contains 36631 members 
Mstep: Class 9 contains 23409 members 
Mstep: Class 10 contains 61869 members 
Mstep: Class 11 contains 190399 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191816 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4173 members 
Mstep: Class 16 contains 41755 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 204888 members 
Mstep: Class 22 contains 13191 members 
Mstep: Class 23 contains 43202 members 
Mstep: Class 24 contains 21557 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15716 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3583 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242608.000000 Penalty: 106424.484375
Iteration 123Q: 32 clusters Score -1.332426e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18109 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 11599 members 
Mstep: Class 7 contains 45168 members 
Mstep: Class 8 contains 36635 members 
Mstep: Class 9 contains 23407 members 
Mstep: Class 10 contains 61815 members 
Mstep: Class 11 contains 190401 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191828 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4193 members 
Mstep: Class 16 contains 41745 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 2222 members 
Mstep: Class 20 contains 17690 members 
Mstep: Class 21 contains 204936 members 
Mstep: Class 22 contains 13196 members 
Mstep: Class 23 contains 43195 members 
Mstep: Class 24 contains 21562 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15725 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3586 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242672.000000 Penalty: 106424.484375
Iteration 124Q: 32 clusters Score -1.332427e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18092 members 
Mstep: Class 5 contains 11664 members 
Mstep: Class 6 contains 11596 members 
Mstep: Class 7 contains 45165 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 23398 members 
Mstep: Class 10 contains 61773 members 
Mstep: Class 11 contains 190398 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191861 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 16 contains 41748 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17686 members 
Mstep: Class 21 contains 204948 members 
Mstep: Class 22 contains 13200 members 
Mstep: Class 23 contains 43195 members 
Mstep: Class 24 contains 21565 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15730 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3588 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242592.000000 Penalty: 106424.484375
Iteration 125Q: 32 clusters Score -1.332426e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18072 members 
Mstep: Class 5 contains 11655 members 
Mstep: Class 6 contains 11594 members 
Mstep: Class 7 contains 45159 members 
Mstep: Class 8 contains 36649 members 
Mstep: Class 9 contains 23390 members 
Mstep: Class 10 contains 61745 members 
Mstep: Class 11 contains 190400 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191883 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4215 members 
Mstep: Class 16 contains 41749 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17677 members 
Mstep: Class 21 contains 204960 members 
Mstep: Class 22 contains 13203 members 
Mstep: Class 23 contains 43206 members 
Mstep: Class 24 contains 21569 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15736 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3588 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242576.000000 Penalty: 106424.484375
Iteration 126Q: 32 clusters Score -1.332426e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18054 members 
Mstep: Class 5 contains 11649 members 
Mstep: Class 6 contains 11592 members 
Mstep: Class 7 contains 45153 members 
Mstep: Class 8 contains 36661 members 
Mstep: Class 9 contains 23384 members 
Mstep: Class 10 contains 61717 members 
Mstep: Class 11 contains 190402 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191907 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 41750 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17671 members 
Mstep: Class 21 contains 204967 members 
Mstep: Class 22 contains 13202 members 
Mstep: Class 23 contains 43215 members 
Mstep: Class 24 contains 21568 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15747 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3589 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242528.000000 Penalty: 106424.484375
Iteration 127Q: 32 clusters Score -1.332425e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18036 members 
Mstep: Class 5 contains 11642 members 
Mstep: Class 6 contains 11587 members 
Mstep: Class 7 contains 45142 members 
Mstep: Class 8 contains 36667 members 
Mstep: Class 9 contains 23374 members 
Mstep: Class 10 contains 61689 members 
Mstep: Class 11 contains 190406 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191922 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 41755 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17670 members 
Mstep: Class 21 contains 204982 members 
Mstep: Class 22 contains 13205 members 
Mstep: Class 23 contains 43221 members 
Mstep: Class 24 contains 21572 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15759 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3589 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242544.000000 Penalty: 106424.484375
Iteration 128Q: 32 clusters Score -1.332425e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18020 members 
Mstep: Class 5 contains 11641 members 
Mstep: Class 6 contains 11580 members 
Mstep: Class 7 contains 45127 members 
Mstep: Class 8 contains 36669 members 
Mstep: Class 9 contains 23369 members 
Mstep: Class 10 contains 61665 members 
Mstep: Class 11 contains 190407 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191935 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 41760 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 17670 members 
Mstep: Class 21 contains 204989 members 
Mstep: Class 22 contains 13212 members 
Mstep: Class 23 contains 43231 members 
Mstep: Class 24 contains 21573 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15767 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3590 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242632.000000 Penalty: 106424.484375
Iteration 129Q: 32 clusters Score -1.332426e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 18000 members 
Mstep: Class 5 contains 11636 members 
Mstep: Class 6 contains 11576 members 
Mstep: Class 7 contains 45116 members 
Mstep: Class 8 contains 36676 members 
Mstep: Class 9 contains 23365 members 
Mstep: Class 10 contains 61634 members 
Mstep: Class 11 contains 190407 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191930 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 41761 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 17667 members 
Mstep: Class 21 contains 205018 members 
Mstep: Class 22 contains 13219 members 
Mstep: Class 23 contains 43245 members 
Mstep: Class 24 contains 21579 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15778 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3590 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242640.000000 Penalty: 106424.484375
Iteration 130Q: 32 clusters Score -1.332426e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17981 members 
Mstep: Class 5 contains 11626 members 
Mstep: Class 6 contains 11570 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 36675 members 
Mstep: Class 9 contains 23358 members 
Mstep: Class 10 contains 61603 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191954 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4248 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17664 members 
Mstep: Class 21 contains 205029 members 
Mstep: Class 22 contains 13222 members 
Mstep: Class 23 contains 43260 members 
Mstep: Class 24 contains 21583 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15786 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3591 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242616.000000 Penalty: 106424.484375
Iteration 131Q: 32 clusters Score -1.332426e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 11565 members 
Mstep: Class 7 contains 45103 members 
Mstep: Class 8 contains 36679 members 
Mstep: Class 9 contains 23352 members 
Mstep: Class 10 contains 61580 members 
Mstep: Class 11 contains 190421 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191958 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4251 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 205049 members 
Mstep: Class 22 contains 13226 members 
Mstep: Class 23 contains 43270 members 
Mstep: Class 24 contains 21585 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15797 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242744.000000 Penalty: 106424.484375
Iteration 132Q: 32 clusters Score -1.332427e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17950 members 
Mstep: Class 5 contains 11613 members 
Mstep: Class 6 contains 11558 members 
Mstep: Class 7 contains 45101 members 
Mstep: Class 8 contains 36681 members 
Mstep: Class 9 contains 23351 members 
Mstep: Class 10 contains 61557 members 
Mstep: Class 11 contains 190430 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191958 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 41765 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17662 members 
Mstep: Class 21 contains 205058 members 
Mstep: Class 22 contains 13231 members 
Mstep: Class 23 contains 43280 members 
Mstep: Class 24 contains 21586 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15811 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242696.000000 Penalty: 106424.484375
Iteration 133Q: 32 clusters Score -1.332427e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17945 members 
Mstep: Class 5 contains 11604 members 
Mstep: Class 6 contains 11554 members 
Mstep: Class 7 contains 45101 members 
Mstep: Class 8 contains 36682 members 
Mstep: Class 9 contains 23344 members 
Mstep: Class 10 contains 61542 members 
Mstep: Class 11 contains 190434 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191969 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17661 members 
Mstep: Class 21 contains 205055 members 
Mstep: Class 22 contains 13231 members 
Mstep: Class 23 contains 43284 members 
Mstep: Class 24 contains 21588 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15822 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242672.000000 Penalty: 106424.484375
Iteration 134Q: 32 clusters Score -1.332427e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17940 members 
Mstep: Class 5 contains 11594 members 
Mstep: Class 6 contains 11553 members 
Mstep: Class 7 contains 45101 members 
Mstep: Class 8 contains 36686 members 
Mstep: Class 9 contains 23334 members 
Mstep: Class 10 contains 61521 members 
Mstep: Class 11 contains 190439 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 191980 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 41771 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17659 members 
Mstep: Class 21 contains 205062 members 
Mstep: Class 22 contains 13236 members 
Mstep: Class 23 contains 43286 members 
Mstep: Class 24 contains 21593 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242624.000000 Penalty: 106424.484375
Iteration 135Q: 32 clusters Score -1.332426e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17935 members 
Mstep: Class 5 contains 11587 members 
Mstep: Class 6 contains 11551 members 
Mstep: Class 7 contains 45102 members 
Mstep: Class 8 contains 36688 members 
Mstep: Class 9 contains 23331 members 
Mstep: Class 10 contains 61499 members 
Mstep: Class 11 contains 190439 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192005 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 41769 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17656 members 
Mstep: Class 21 contains 205055 members 
Mstep: Class 22 contains 13241 members 
Mstep: Class 23 contains 43288 members 
Mstep: Class 24 contains 21599 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15840 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242536.000000 Penalty: 106424.484375
Iteration 136Q: 32 clusters Score -1.332425e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17929 members 
Mstep: Class 5 contains 11580 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45095 members 
Mstep: Class 8 contains 36690 members 
Mstep: Class 9 contains 23326 members 
Mstep: Class 10 contains 61489 members 
Mstep: Class 11 contains 190440 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192020 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 41763 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 17654 members 
Mstep: Class 21 contains 205048 members 
Mstep: Class 22 contains 13243 members 
Mstep: Class 23 contains 43289 members 
Mstep: Class 24 contains 21606 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15855 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242608.000000 Penalty: 106424.484375
Iteration 137Q: 32 clusters Score -1.332426e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17923 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45091 members 
Mstep: Class 8 contains 36696 members 
Mstep: Class 9 contains 23324 members 
Mstep: Class 10 contains 61477 members 
Mstep: Class 11 contains 190438 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192040 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 41764 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17654 members 
Mstep: Class 21 contains 205035 members 
Mstep: Class 22 contains 13243 members 
Mstep: Class 23 contains 43291 members 
Mstep: Class 24 contains 21609 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15865 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242648.000000 Penalty: 106424.484375
Iteration 138Q: 32 clusters Score -1.332426e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 11568 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45093 members 
Mstep: Class 8 contains 36705 members 
Mstep: Class 9 contains 23322 members 
Mstep: Class 10 contains 61462 members 
Mstep: Class 11 contains 190437 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192050 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 41756 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17657 members 
Mstep: Class 21 contains 205030 members 
Mstep: Class 22 contains 13244 members 
Mstep: Class 23 contains 43293 members 
Mstep: Class 24 contains 21611 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242616.000000 Penalty: 106424.484375
Iteration 139Q: 32 clusters Score -1.332426e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 11560 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45095 members 
Mstep: Class 8 contains 36711 members 
Mstep: Class 9 contains 23321 members 
Mstep: Class 10 contains 61442 members 
Mstep: Class 11 contains 190435 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192054 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 41754 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17656 members 
Mstep: Class 21 contains 205034 members 
Mstep: Class 22 contains 13244 members 
Mstep: Class 23 contains 43294 members 
Mstep: Class 24 contains 21613 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15889 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242600.000000 Penalty: 106424.484375
Iteration 140F: 32 clusters Score -1.332426e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17900 members 
Mstep: Class 5 contains 11556 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45100 members 
Mstep: Class 8 contains 36710 members 
Mstep: Class 9 contains 23319 members 
Mstep: Class 10 contains 61424 members 
Mstep: Class 11 contains 190433 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192078 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 41754 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17655 members 
Mstep: Class 21 contains 205019 members 
Mstep: Class 22 contains 13247 members 
Mstep: Class 23 contains 43296 members 
Mstep: Class 24 contains 21614 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15898 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242584.000000 Penalty: 106424.484375
Iteration 141Q: 32 clusters Score -1.332426e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17893 members 
Mstep: Class 5 contains 11554 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45104 members 
Mstep: Class 8 contains 36709 members 
Mstep: Class 9 contains 23312 members 
Mstep: Class 10 contains 61413 members 
Mstep: Class 11 contains 190432 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192083 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 41757 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17656 members 
Mstep: Class 21 contains 205010 members 
Mstep: Class 22 contains 13246 members 
Mstep: Class 23 contains 43299 members 
Mstep: Class 24 contains 21615 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15912 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242696.000000 Penalty: 106424.484375
Iteration 142Q: 32 clusters Score -1.332427e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17886 members 
Mstep: Class 5 contains 11548 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45102 members 
Mstep: Class 8 contains 36710 members 
Mstep: Class 9 contains 23307 members 
Mstep: Class 10 contains 61407 members 
Mstep: Class 11 contains 190430 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192071 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 41759 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17658 members 
Mstep: Class 21 contains 205015 members 
Mstep: Class 22 contains 13245 members 
Mstep: Class 23 contains 43302 members 
Mstep: Class 24 contains 21617 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15930 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242608.000000 Penalty: 106424.484375
Iteration 143Q: 32 clusters Score -1.332426e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17880 members 
Mstep: Class 5 contains 11542 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45105 members 
Mstep: Class 8 contains 36711 members 
Mstep: Class 9 contains 23302 members 
Mstep: Class 10 contains 61405 members 
Mstep: Class 11 contains 190431 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192053 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 41756 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17657 members 
Mstep: Class 21 contains 205020 members 
Mstep: Class 22 contains 13245 members 
Mstep: Class 23 contains 43307 members 
Mstep: Class 24 contains 21624 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15948 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242568.000000 Penalty: 106424.484375
Iteration 144Q: 32 clusters Score -1.332426e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17874 members 
Mstep: Class 5 contains 11536 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45104 members 
Mstep: Class 8 contains 36715 members 
Mstep: Class 9 contains 23299 members 
Mstep: Class 10 contains 61406 members 
Mstep: Class 11 contains 190429 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192037 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 41757 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17656 members 
Mstep: Class 21 contains 205025 members 
Mstep: Class 22 contains 13248 members 
Mstep: Class 23 contains 43312 members 
Mstep: Class 24 contains 21631 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15965 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242520.000000 Penalty: 106424.484375
Iteration 145Q: 32 clusters Score -1.332425e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17868 members 
Mstep: Class 5 contains 11534 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45093 members 
Mstep: Class 8 contains 36720 members 
Mstep: Class 9 contains 23299 members 
Mstep: Class 10 contains 61400 members 
Mstep: Class 11 contains 190427 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192033 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 41756 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17656 members 
Mstep: Class 21 contains 205034 members 
Mstep: Class 22 contains 13252 members 
Mstep: Class 23 contains 43313 members 
Mstep: Class 24 contains 21638 members 
Mstep: Class 25 contains 2017 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15976 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242608.000000 Penalty: 106424.484375
Iteration 146Q: 32 clusters Score -1.332426e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17863 members 
Mstep: Class 5 contains 11527 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45101 members 
Mstep: Class 8 contains 36725 members 
Mstep: Class 9 contains 23295 members 
Mstep: Class 10 contains 61394 members 
Mstep: Class 11 contains 190423 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192023 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 16 contains 41757 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17658 members 
Mstep: Class 21 contains 205034 members 
Mstep: Class 22 contains 13254 members 
Mstep: Class 23 contains 43317 members 
Mstep: Class 24 contains 21641 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15980 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3593 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242640.000000 Penalty: 106424.484375
Iteration 147Q: 32 clusters Score -1.332426e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17855 members 
Mstep: Class 5 contains 11520 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45100 members 
Mstep: Class 8 contains 36728 members 
Mstep: Class 9 contains 23292 members 
Mstep: Class 10 contains 61387 members 
Mstep: Class 11 contains 190422 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192017 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41755 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17661 members 
Mstep: Class 21 contains 205042 members 
Mstep: Class 22 contains 13256 members 
Mstep: Class 23 contains 43322 members 
Mstep: Class 24 contains 21643 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15982 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3595 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242720.000000 Penalty: 106424.484375
Iteration 148Q: 32 clusters Score -1.332427e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17850 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45101 members 
Mstep: Class 8 contains 36729 members 
Mstep: Class 9 contains 23289 members 
Mstep: Class 10 contains 61379 members 
Mstep: Class 11 contains 190421 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192023 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41758 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17661 members 
Mstep: Class 21 contains 205035 members 
Mstep: Class 22 contains 13256 members 
Mstep: Class 23 contains 43327 members 
Mstep: Class 24 contains 21645 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15987 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3597 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242752.000000 Penalty: 106424.484375
Iteration 149Q: 32 clusters Score -1.332428e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17843 members 
Mstep: Class 5 contains 11508 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 45103 members 
Mstep: Class 8 contains 36734 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 10 contains 61373 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192015 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41758 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17662 members 
Mstep: Class 21 contains 205042 members 
Mstep: Class 22 contains 13256 members 
Mstep: Class 23 contains 43335 members 
Mstep: Class 24 contains 21648 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 15995 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3598 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242656.000000 Penalty: 106424.484375
Iteration 150Q: 32 clusters Score -1.332427e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17837 members 
Mstep: Class 5 contains 11507 members 
Mstep: Class 6 contains 11551 members 
Mstep: Class 7 contains 45102 members 
Mstep: Class 8 contains 36733 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 10 contains 61368 members 
Mstep: Class 11 contains 190415 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192011 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41758 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 205050 members 
Mstep: Class 22 contains 13256 members 
Mstep: Class 23 contains 43340 members 
Mstep: Class 24 contains 21649 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16001 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3598 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242640.000000 Penalty: 106424.484375
Iteration 151Q: 32 clusters Score -1.332426e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17834 members 
Mstep: Class 5 contains 11503 members 
Mstep: Class 6 contains 11550 members 
Mstep: Class 7 contains 45098 members 
Mstep: Class 8 contains 36736 members 
Mstep: Class 9 contains 23286 members 
Mstep: Class 10 contains 61357 members 
Mstep: Class 11 contains 190412 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192016 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41760 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17662 members 
Mstep: Class 21 contains 205057 members 
Mstep: Class 22 contains 13256 members 
Mstep: Class 23 contains 43345 members 
Mstep: Class 24 contains 21647 members 
Mstep: Class 25 contains 2015 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16004 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242632.000000 Penalty: 106424.484375
Iteration 152Q: 32 clusters Score -1.332426e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17831 members 
Mstep: Class 5 contains 11498 members 
Mstep: Class 6 contains 11547 members 
Mstep: Class 7 contains 45100 members 
Mstep: Class 8 contains 36737 members 
Mstep: Class 9 contains 23286 members 
Mstep: Class 10 contains 61354 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192015 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41759 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17661 members 
Mstep: Class 21 contains 205057 members 
Mstep: Class 22 contains 13258 members 
Mstep: Class 23 contains 43347 members 
Mstep: Class 24 contains 21648 members 
Mstep: Class 25 contains 2013 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16007 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242568.000000 Penalty: 106424.484375
Iteration 153Q: 32 clusters Score -1.332426e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17827 members 
Mstep: Class 5 contains 11492 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 45101 members 
Mstep: Class 8 contains 36743 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 10 contains 61345 members 
Mstep: Class 11 contains 190420 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192017 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41760 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17657 members 
Mstep: Class 21 contains 205066 members 
Mstep: Class 22 contains 13259 members 
Mstep: Class 23 contains 43347 members 
Mstep: Class 24 contains 21649 members 
Mstep: Class 25 contains 2012 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16007 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242576.000000 Penalty: 106424.484375
Iteration 154Q: 32 clusters Score -1.332426e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17820 members 
Mstep: Class 5 contains 11483 members 
Mstep: Class 6 contains 11543 members 
Mstep: Class 7 contains 45105 members 
Mstep: Class 8 contains 36747 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 10 contains 61332 members 
Mstep: Class 11 contains 190422 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192019 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41763 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17650 members 
Mstep: Class 21 contains 205081 members 
Mstep: Class 22 contains 13261 members 
Mstep: Class 23 contains 43346 members 
Mstep: Class 24 contains 21652 members 
Mstep: Class 25 contains 2013 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16009 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242624.000000 Penalty: 106424.484375
Iteration 155Q: 32 clusters Score -1.332426e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17815 members 
Mstep: Class 5 contains 11476 members 
Mstep: Class 6 contains 11542 members 
Mstep: Class 7 contains 45109 members 
Mstep: Class 8 contains 36754 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 10 contains 61326 members 
Mstep: Class 11 contains 190420 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192019 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17648 members 
Mstep: Class 21 contains 205086 members 
Mstep: Class 22 contains 13264 members 
Mstep: Class 23 contains 43346 members 
Mstep: Class 24 contains 21652 members 
Mstep: Class 25 contains 2012 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16010 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242528.000000 Penalty: 106424.484375
Iteration 156Q: 32 clusters Score -1.332425e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17808 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 11541 members 
Mstep: Class 7 contains 45114 members 
Mstep: Class 8 contains 36755 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 10 contains 61319 members 
Mstep: Class 11 contains 190420 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192025 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41765 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17646 members 
Mstep: Class 21 contains 205088 members 
Mstep: Class 22 contains 13266 members 
Mstep: Class 23 contains 43348 members 
Mstep: Class 24 contains 21653 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242680.000000 Penalty: 106424.484375
Iteration 157Q: 32 clusters Score -1.332427e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17805 members 
Mstep: Class 5 contains 11468 members 
Mstep: Class 6 contains 11540 members 
Mstep: Class 7 contains 45115 members 
Mstep: Class 8 contains 36757 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 10 contains 61313 members 
Mstep: Class 11 contains 190418 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192025 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41765 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17645 members 
Mstep: Class 21 contains 205088 members 
Mstep: Class 22 contains 13269 members 
Mstep: Class 23 contains 43350 members 
Mstep: Class 24 contains 21657 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16013 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242704.000000 Penalty: 106424.484375
Iteration 158Q: 32 clusters Score -1.332427e+08 nChanged 88
Entering ConstructFrom: 
Score: -133242704.000000 Penalty: 106424.484375
Entering ConstructFrom: 
Trying to split cluster 1 (55060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Entering Unmasked Estep 
Score: -7240799.000000 Penalty: 2707.212402
	Iteration 0F: 2 clusters Score -7240799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -7203776.000000 Penalty: 5414.424805
	Iteration 0F: 3 clusters Score -7203776 nChanged 25769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -7218157.500000 Penalty: 5414.424805
	Iteration 1F: 3 clusters Score -7218158 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -7218809.000000 Penalty: 5414.424805
	Iteration 2Q: 3 clusters Score -7218809 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -7219479.500000 Penalty: 5414.424805
	Iteration 3Q: 3 clusters Score -7219480 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -7220480.500000 Penalty: 5414.424805
	Iteration 4Q: 3 clusters Score -7220480 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -7221826.500000 Penalty: 5414.424805
	Iteration 5F: 3 clusters Score -7221826 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -7223696.500000 Penalty: 5414.424805
	Iteration 6F: 3 clusters Score -7223696 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -7225931.500000 Penalty: 5414.424805
	Iteration 7F: 3 clusters Score -7225932 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -7228290.500000 Penalty: 5414.424805
	Iteration 8F: 3 clusters Score -7228290 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7230650.000000 Penalty: 5414.424805
	Iteration 9F: 3 clusters Score -7230650 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -7232683.000000 Penalty: 5414.424805
	Iteration 10Q: 3 clusters Score -7232683 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -7234157.000000 Penalty: 5414.424805
	Iteration 11Q: 3 clusters Score -7234157 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -7234921.500000 Penalty: 5414.424805
	Iteration 12Q: 3 clusters Score -7234922 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -7235385.000000 Penalty: 5414.424805
	Iteration 13Q: 3 clusters Score -7235385 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -7235736.500000 Penalty: 5414.424805
	Iteration 14Q: 3 clusters Score -7235736 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -7235963.500000 Penalty: 5414.424805
	Iteration 15Q: 3 clusters Score -7235964 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -7236212.000000 Penalty: 5414.424805
	Iteration 16Q: 3 clusters Score -7236212 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -7236430.000000 Penalty: 5414.424805
	Iteration 17Q: 3 clusters Score -7236430 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -7236616.500000 Penalty: 5414.424805
	Iteration 18Q: 3 clusters Score -7236616 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -7236804.500000 Penalty: 5414.424805
	Iteration 19Q: 3 clusters Score -7236804 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -7236976.500000 Penalty: 5414.424805
	Iteration 20F: 3 clusters Score -7236976 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -7237165.000000 Penalty: 5414.424805
	Iteration 21Q: 3 clusters Score -7237165 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -7237349.500000 Penalty: 5414.424805
	Iteration 22Q: 3 clusters Score -7237350 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -7237528.000000 Penalty: 5414.424805
	Iteration 23Q: 3 clusters Score -7237528 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -7237661.500000 Penalty: 5414.424805
	Iteration 24Q: 3 clusters Score -7237662 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -7237790.500000 Penalty: 5414.424805
	Iteration 25Q: 3 clusters Score -7237790 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -7237892.000000 Penalty: 5414.424805
	Iteration 26Q: 3 clusters Score -7237892 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -7237978.000000 Penalty: 5414.424805
	Iteration 27Q: 3 clusters Score -7237978 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -7238048.000000 Penalty: 5414.424805
	Iteration 28Q: 3 clusters Score -7238048 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -7238108.500000 Penalty: 5414.424805
	Iteration 29Q: 3 clusters Score -7238108 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -7238171.000000 Penalty: 5414.424805
	Iteration 30Q: 3 clusters Score -7238171 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -7238231.500000 Penalty: 5414.424805
	Iteration 31Q: 3 clusters Score -7238232 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -7238264.500000 Penalty: 5414.424805
	Iteration 32Q: 3 clusters Score -7238264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -7238294.500000 Penalty: 5414.424805
	Iteration 33Q: 3 clusters Score -7238294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -7238329.500000 Penalty: 5414.424805
	Iteration 34Q: 3 clusters Score -7238330 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -7238345.500000 Penalty: 5414.424805
	Iteration 35Q: 3 clusters Score -7238346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -7238371.500000 Penalty: 5414.424805
	Iteration 36Q: 3 clusters Score -7238372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -7238398.000000 Penalty: 5414.424805
	Iteration 37Q: 3 clusters Score -7238398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -7238404.000000 Penalty: 5414.424805
	Iteration 38Q: 3 clusters Score -7238404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -7238394.500000 Penalty: 5414.424805
	Iteration 39Q: 3 clusters Score -7238394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -7238399.000000 Penalty: 5414.424805
	Iteration 40F: 3 clusters Score -7238399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -7238409.500000 Penalty: 5414.424805
	Iteration 41Q: 3 clusters Score -7238410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -7238420.000000 Penalty: 5414.424805
	Iteration 42Q: 3 clusters Score -7238420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -7238421.500000 Penalty: 5414.424805
	Iteration 43Q: 3 clusters Score -7238422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -7238441.500000 Penalty: 5414.424805
	Iteration 44Q: 3 clusters Score -7238442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -7238463.500000 Penalty: 5414.424805
	Iteration 45Q: 3 clusters Score -7238464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -7238475.500000 Penalty: 5414.424805
	Iteration 46Q: 3 clusters Score -7238476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -7238487.500000 Penalty: 5414.424805
	Iteration 47Q: 3 clusters Score -7238488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -7238504.500000 Penalty: 5414.424805
	Iteration 48Q: 3 clusters Score -7238504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -7238541.000000 Penalty: 5414.424805
	Iteration 49Q: 3 clusters Score -7238541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -7238542.000000 Penalty: 5414.424805
	Iteration 50Q: 3 clusters Score -7238542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -7238534.500000 Penalty: 5414.424805
	Iteration 51Q: 3 clusters Score -7238534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -7238562.500000 Penalty: 5414.424805
	Iteration 52Q: 3 clusters Score -7238562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -7238566.000000 Penalty: 5414.424805
	Iteration 53Q: 3 clusters Score -7238566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -7238567.000000 Penalty: 5414.424805
	Iteration 54Q: 3 clusters Score -7238567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -7238578.000000 Penalty: 5414.424805
	Iteration 55Q: 3 clusters Score -7238578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -7238597.000000 Penalty: 5414.424805
	Iteration 56Q: 3 clusters Score -7238597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -7238588.500000 Penalty: 5414.424805
	Iteration 57Q: 3 clusters Score -7238588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -7238592.500000 Penalty: 5414.424805
	Iteration 58Q: 3 clusters Score -7238592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -7238587.000000 Penalty: 5414.424805
	Iteration 59Q: 3 clusters Score -7238587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -7238595.000000 Penalty: 5414.424805
	Iteration 60F: 3 clusters Score -7238595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -7238603.000000 Penalty: 5414.424805
	Iteration 61Q: 3 clusters Score -7238603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -7238613.500000 Penalty: 5414.424805
	Iteration 62Q: 3 clusters Score -7238614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -7238611.500000 Penalty: 5414.424805
	Iteration 63Q: 3 clusters Score -7238612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -7238614.500000 Penalty: 5414.424805
	Iteration 64Q: 3 clusters Score -7238614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -7238621.500000 Penalty: 5414.424805
	Iteration 65Q: 3 clusters Score -7238622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -7238621.500000 Penalty: 5414.424805
	Iteration 66Q: 3 clusters Score -7238622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -7238634.500000 Penalty: 5414.424805
	Iteration 67Q: 3 clusters Score -7238634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -7238629.500000 Penalty: 5414.424805
	Iteration 68Q: 3 clusters Score -7238630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -7238650.000000 Penalty: 5414.424805
	Iteration 69Q: 3 clusters Score -7238650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -7238658.500000 Penalty: 5414.424805
	Iteration 70Q: 3 clusters Score -7238658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -7238656.000000 Penalty: 5414.424805
	Iteration 71Q: 3 clusters Score -7238656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -7238667.500000 Penalty: 5414.424805
	Iteration 72Q: 3 clusters Score -7238668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -7238669.500000 Penalty: 5414.424805
	Iteration 73Q: 3 clusters Score -7238670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -7238678.000000 Penalty: 5414.424805
	Iteration 74Q: 3 clusters Score -7238678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -7238667.000000 Penalty: 5414.424805
	Iteration 75Q: 3 clusters Score -7238667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -7238674.000000 Penalty: 5414.424805
	Iteration 76Q: 3 clusters Score -7238674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -7238678.000000 Penalty: 5414.424805
	Iteration 77Q: 3 clusters Score -7238678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -7238693.000000 Penalty: 5414.424805
	Iteration 78Q: 3 clusters Score -7238693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -7238688.500000 Penalty: 5414.424805
	Iteration 79Q: 3 clusters Score -7238688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -7238690.500000 Penalty: 5414.424805
	Iteration 80F: 3 clusters Score -7238690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -7238700.500000 Penalty: 5414.424805
	Iteration 81Q: 3 clusters Score -7238700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -7238689.000000 Penalty: 5414.424805
	Iteration 82Q: 3 clusters Score -7238689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -7238688.000000 Penalty: 5414.424805
	Iteration 83Q: 3 clusters Score -7238688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -7238695.500000 Penalty: 5414.424805
	Iteration 84Q: 3 clusters Score -7238696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -7238689.000000 Penalty: 5414.424805
	Iteration 85Q: 3 clusters Score -7238689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -7238704.000000 Penalty: 5414.424805
	Iteration 86Q: 3 clusters Score -7238704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -7238707.000000 Penalty: 5414.424805
	Iteration 87Q: 3 clusters Score -7238707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -7238708.000000 Penalty: 5414.424805
	Iteration 88Q: 3 clusters Score -7238708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -7238716.500000 Penalty: 5414.424805
	Iteration 89Q: 3 clusters Score -7238716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -7238715.500000 Penalty: 5414.424805
	Iteration 90Q: 3 clusters Score -7238716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -7238710.500000 Penalty: 5414.424805
	Iteration 91Q: 3 clusters Score -7238710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -7238709.500000 Penalty: 5414.424805
	Iteration 92Q: 3 clusters Score -7238710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -7238711.500000 Penalty: 5414.424805
	Iteration 93Q: 3 clusters Score -7238712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -7238717.000000 Penalty: 5414.424805
	Iteration 94Q: 3 clusters Score -7238717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -7238722.000000 Penalty: 5414.424805
	Iteration 95Q: 3 clusters Score -7238722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -7238719.000000 Penalty: 5414.424805
	Iteration 96Q: 3 clusters Score -7238719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -7238717.500000 Penalty: 5414.424805
	Iteration 97Q: 3 clusters Score -7238718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -7238713.000000 Penalty: 5414.424805
	Iteration 98Q: 3 clusters Score -7238713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -7238721.500000 Penalty: 5414.424805
	Iteration 99Q: 3 clusters Score -7238722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -7238720.500000 Penalty: 5414.424805
	Iteration 100F: 3 clusters Score -7238720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -7238721.500000 Penalty: 5414.424805
	Iteration 101Q: 3 clusters Score -7238722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -7238721.500000 Penalty: 5414.424805
	Iteration 102F: 3 clusters Score -7238722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -323854.781250 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -323854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -320824.656250 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -320824.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -321430.531250 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -321430.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -321596.156250 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -321596.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -321693.875000 Penalty: 3907.188965
	Iteration 3Q: 3 clusters Score -321693.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -321760.937500 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -321760.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321812.093750 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -321812.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -321850.875000 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -321850.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -321881.906250 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -321881.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -321910.531250 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -321910.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -321937.781250 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -321937.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -321973.000000 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -321973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -321995.750000 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -321995.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -322022.031250 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -322022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -322056.625000 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -322056.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -322099.406250 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -322099.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -322136.343750 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -322136.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -322174.656250 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -322174.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -322198.000000 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -322198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -322213.968750 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -322214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -322232.625000 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -322232.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -322248.718750 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -322248.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -322269.812500 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -322269.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -322284.312500 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -322284.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -322299.562500 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -322299.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -322314.687500 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -322314.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -322328.406250 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -322328.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -322341.000000 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -322341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -322348.531250 Penalty: 3907.188965
	Iteration 27Q: 3 clusters Score -322348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -322355.875000 Penalty: 3907.188965
	Iteration 28Q: 3 clusters Score -322355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -322361.031250 Penalty: 3907.188965
	Iteration 29Q: 3 clusters Score -322361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -322365.531250 Penalty: 3907.188965
	Iteration 30Q: 3 clusters Score -322365.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -322369.812500 Penalty: 3907.188965
	Iteration 31Q: 3 clusters Score -322369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -322375.250000 Penalty: 3907.188965
	Iteration 32Q: 3 clusters Score -322375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -322386.718750 Penalty: 3907.188965
	Iteration 33Q: 3 clusters Score -322386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -322392.343750 Penalty: 3907.188965
	Iteration 34Q: 3 clusters Score -322392.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -322396.718750 Penalty: 3907.188965
	Iteration 35Q: 3 clusters Score -322396.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -322401.093750 Penalty: 3907.188965
	Iteration 36Q: 3 clusters Score -322401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -322405.625000 Penalty: 3907.188965
	Iteration 37Q: 3 clusters Score -322405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -322408.000000 Penalty: 3907.188965
	Iteration 38Q: 3 clusters Score -322408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -322412.812500 Penalty: 3907.188965
	Iteration 39Q: 3 clusters Score -322412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -322412.812500 Penalty: 3907.188965
	Iteration 40F: 3 clusters Score -322412.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -62180.933594 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -62180.93 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 275 members 
Entering Unmasked Estep 
Score: -60741.039062 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60741.04 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61188.160156 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -61188.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61388.921875 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -61388.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61505.593750 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -61505.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61622.386719 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -61622.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61692.429688 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -61692.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61755.937500 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -61755.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61846.437500 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -61846.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61889.937500 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -61889.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61929.464844 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -61929.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61997.828125 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -61997.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62036.937500 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -62036.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62047.464844 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -62047.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62048.847656 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -62048.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62048.847656 Penalty: 3162.856689
	Iteration 14F: 3 clusters Score -62048.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Entering Unmasked Estep 
Score: -2408961.750000 Penalty: 2427.192383
	Iteration 0F: 2 clusters Score -2408962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2396250.250000 Penalty: 4854.384766
	Iteration 0F: 3 clusters Score -2396250 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2400474.500000 Penalty: 4854.384766
	Iteration 1F: 3 clusters Score -2400474 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2400800.500000 Penalty: 4854.384766
	Iteration 2F: 3 clusters Score -2400800 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2401027.250000 Penalty: 4854.384766
	Iteration 3Q: 3 clusters Score -2401027 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2401185.250000 Penalty: 4854.384766
	Iteration 4Q: 3 clusters Score -2401185 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2401313.250000 Penalty: 4854.384766
	Iteration 5Q: 3 clusters Score -2401313 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2401427.000000 Penalty: 4854.384766
	Iteration 6Q: 3 clusters Score -2401427 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2401539.000000 Penalty: 4854.384766
	Iteration 7Q: 3 clusters Score -2401539 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2401643.500000 Penalty: 4854.384766
	Iteration 8Q: 3 clusters Score -2401644 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2401782.250000 Penalty: 4854.384766
	Iteration 9Q: 3 clusters Score -2401782 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2401965.250000 Penalty: 4854.384766
	Iteration 10Q: 3 clusters Score -2401965 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2402192.250000 Penalty: 4854.384766
	Iteration 11Q: 3 clusters Score -2402192 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2402473.750000 Penalty: 4854.384766
	Iteration 12Q: 3 clusters Score -2402474 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2402845.250000 Penalty: 4854.384766
	Iteration 13Q: 3 clusters Score -2402845 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2403264.250000 Penalty: 4854.384766
	Iteration 14Q: 3 clusters Score -2403264 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2403794.000000 Penalty: 4854.384766
	Iteration 15Q: 3 clusters Score -2403794 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2404357.250000 Penalty: 4854.384766
	Iteration 16Q: 3 clusters Score -2404357 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2404824.500000 Penalty: 4854.384766
	Iteration 17Q: 3 clusters Score -2404824 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2405207.000000 Penalty: 4854.384766
	Iteration 18Q: 3 clusters Score -2405207 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2405500.750000 Penalty: 4854.384766
	Iteration 19Q: 3 clusters Score -2405501 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2405712.750000 Penalty: 4854.384766
	Iteration 20F: 3 clusters Score -2405713 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2405858.750000 Penalty: 4854.384766
	Iteration 21Q: 3 clusters Score -2405859 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2405956.750000 Penalty: 4854.384766
	Iteration 22Q: 3 clusters Score -2405957 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2406041.750000 Penalty: 4854.384766
	Iteration 23Q: 3 clusters Score -2406042 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2406096.500000 Penalty: 4854.384766
	Iteration 24Q: 3 clusters Score -2406096 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2406156.000000 Penalty: 4854.384766
	Iteration 25Q: 3 clusters Score -2406156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2406210.000000 Penalty: 4854.384766
	Iteration 26Q: 3 clusters Score -2406210 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2406266.750000 Penalty: 4854.384766
	Iteration 27Q: 3 clusters Score -2406267 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2406317.750000 Penalty: 4854.384766
	Iteration 28Q: 3 clusters Score -2406318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2406355.000000 Penalty: 4854.384766
	Iteration 29Q: 3 clusters Score -2406355 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2406392.000000 Penalty: 4854.384766
	Iteration 30Q: 3 clusters Score -2406392 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2406419.000000 Penalty: 4854.384766
	Iteration 31Q: 3 clusters Score -2406419 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2406450.250000 Penalty: 4854.384766
	Iteration 32Q: 3 clusters Score -2406450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2406481.500000 Penalty: 4854.384766
	Iteration 33Q: 3 clusters Score -2406482 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2406526.250000 Penalty: 4854.384766
	Iteration 34Q: 3 clusters Score -2406526 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2406568.750000 Penalty: 4854.384766
	Iteration 35Q: 3 clusters Score -2406569 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2406600.000000 Penalty: 4854.384766
	Iteration 36Q: 3 clusters Score -2406600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2406626.000000 Penalty: 4854.384766
	Iteration 37Q: 3 clusters Score -2406626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2406652.250000 Penalty: 4854.384766
	Iteration 38Q: 3 clusters Score -2406652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2406678.250000 Penalty: 4854.384766
	Iteration 39Q: 3 clusters Score -2406678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2406692.000000 Penalty: 4854.384766
	Iteration 40F: 3 clusters Score -2406692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2406701.000000 Penalty: 4854.384766
	Iteration 41Q: 3 clusters Score -2406701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2406714.750000 Penalty: 4854.384766
	Iteration 42Q: 3 clusters Score -2406715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2406727.750000 Penalty: 4854.384766
	Iteration 43Q: 3 clusters Score -2406728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2406731.000000 Penalty: 4854.384766
	Iteration 44Q: 3 clusters Score -2406731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2406742.000000 Penalty: 4854.384766
	Iteration 45Q: 3 clusters Score -2406742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2406754.750000 Penalty: 4854.384766
	Iteration 46Q: 3 clusters Score -2406755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2406765.500000 Penalty: 4854.384766
	Iteration 47Q: 3 clusters Score -2406766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2406776.750000 Penalty: 4854.384766
	Iteration 48Q: 3 clusters Score -2406777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2406780.750000 Penalty: 4854.384766
	Iteration 49Q: 3 clusters Score -2406781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2406790.000000 Penalty: 4854.384766
	Iteration 50Q: 3 clusters Score -2406790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2406798.000000 Penalty: 4854.384766
	Iteration 51Q: 3 clusters Score -2406798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2406806.750000 Penalty: 4854.384766
	Iteration 52Q: 3 clusters Score -2406807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2406822.000000 Penalty: 4854.384766
	Iteration 53Q: 3 clusters Score -2406822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2406828.500000 Penalty: 4854.384766
	Iteration 54Q: 3 clusters Score -2406828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2406844.750000 Penalty: 4854.384766
	Iteration 55Q: 3 clusters Score -2406845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2406850.750000 Penalty: 4854.384766
	Iteration 56Q: 3 clusters Score -2406851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2406856.250000 Penalty: 4854.384766
	Iteration 57Q: 3 clusters Score -2406856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2406860.750000 Penalty: 4854.384766
	Iteration 58Q: 3 clusters Score -2406861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2406865.750000 Penalty: 4854.384766
	Iteration 59Q: 3 clusters Score -2406866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2406873.500000 Penalty: 4854.384766
	Iteration 60F: 3 clusters Score -2406874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2406883.500000 Penalty: 4854.384766
	Iteration 61Q: 3 clusters Score -2406884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2406892.250000 Penalty: 4854.384766
	Iteration 62Q: 3 clusters Score -2406892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2406893.250000 Penalty: 4854.384766
	Iteration 63Q: 3 clusters Score -2406893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2406895.750000 Penalty: 4854.384766
	Iteration 64Q: 3 clusters Score -2406896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2406902.750000 Penalty: 4854.384766
	Iteration 65Q: 3 clusters Score -2406903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2406903.250000 Penalty: 4854.384766
	Iteration 66Q: 3 clusters Score -2406903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2406903.250000 Penalty: 4854.384766
	Iteration 67Q: 3 clusters Score -2406903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2406904.500000 Penalty: 4854.384766
	Iteration 68Q: 3 clusters Score -2406904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2406901.500000 Penalty: 4854.384766
	Iteration 69Q: 3 clusters Score -2406902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2406903.000000 Penalty: 4854.384766
	Iteration 70Q: 3 clusters Score -2406903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2406909.500000 Penalty: 4854.384766
	Iteration 71Q: 3 clusters Score -2406910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2406910.250000 Penalty: 4854.384766
	Iteration 72Q: 3 clusters Score -2406910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2406912.250000 Penalty: 4854.384766
	Iteration 73Q: 3 clusters Score -2406912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2406908.250000 Penalty: 4854.384766
	Iteration 74Q: 3 clusters Score -2406908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2406909.000000 Penalty: 4854.384766
	Iteration 75Q: 3 clusters Score -2406909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2406908.000000 Penalty: 4854.384766
	Iteration 76Q: 3 clusters Score -2406908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2406907.250000 Penalty: 4854.384766
	Iteration 77Q: 3 clusters Score -2406907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2406911.500000 Penalty: 4854.384766
	Iteration 78Q: 3 clusters Score -2406912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2406910.750000 Penalty: 4854.384766
	Iteration 79Q: 3 clusters Score -2406911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2406913.750000 Penalty: 4854.384766
	Iteration 80F: 3 clusters Score -2406914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2406910.750000 Penalty: 4854.384766
	Iteration 81Q: 3 clusters Score -2406911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2406911.000000 Penalty: 4854.384766
	Iteration 82Q: 3 clusters Score -2406911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2406912.000000 Penalty: 4854.384766
	Iteration 83Q: 3 clusters Score -2406912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2406912.000000 Penalty: 4854.384766
	Iteration 84F: 3 clusters Score -2406912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -1524487.250000 Penalty: 2318.069580
	Iteration 0F: 2 clusters Score -1524487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1515917.125000 Penalty: 4636.139160
	Iteration 0F: 3 clusters Score -1515917 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1518472.375000 Penalty: 4636.139160
	Iteration 1F: 3 clusters Score -1518472 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1518853.000000 Penalty: 4636.139160
	Iteration 2F: 3 clusters Score -1518853 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1519162.375000 Penalty: 4636.139160
	Iteration 3F: 3 clusters Score -1519162 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1519406.625000 Penalty: 4636.139160
	Iteration 4Q: 3 clusters Score -1519407 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1519651.375000 Penalty: 4636.139160
	Iteration 5Q: 3 clusters Score -1519651 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1519905.500000 Penalty: 4636.139160
	Iteration 6Q: 3 clusters Score -1519906 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1520204.625000 Penalty: 4636.139160
	Iteration 7Q: 3 clusters Score -1520205 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1520504.500000 Penalty: 4636.139160
	Iteration 8Q: 3 clusters Score -1520504 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1520823.625000 Penalty: 4636.139160
	Iteration 9Q: 3 clusters Score -1520824 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1521151.875000 Penalty: 4636.139160
	Iteration 10Q: 3 clusters Score -1521152 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1521484.125000 Penalty: 4636.139160
	Iteration 11Q: 3 clusters Score -1521484 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1521770.250000 Penalty: 4636.139160
	Iteration 12Q: 3 clusters Score -1521770 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1522008.625000 Penalty: 4636.139160
	Iteration 13Q: 3 clusters Score -1522009 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1522143.500000 Penalty: 4636.139160
	Iteration 14Q: 3 clusters Score -1522144 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1522247.875000 Penalty: 4636.139160
	Iteration 15Q: 3 clusters Score -1522248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1522310.250000 Penalty: 4636.139160
	Iteration 16Q: 3 clusters Score -1522310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1522361.625000 Penalty: 4636.139160
	Iteration 17Q: 3 clusters Score -1522362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1522399.500000 Penalty: 4636.139160
	Iteration 18Q: 3 clusters Score -1522400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1522415.875000 Penalty: 4636.139160
	Iteration 19Q: 3 clusters Score -1522416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1522435.375000 Penalty: 4636.139160
	Iteration 20F: 3 clusters Score -1522435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1522455.250000 Penalty: 4636.139160
	Iteration 21Q: 3 clusters Score -1522455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1522465.250000 Penalty: 4636.139160
	Iteration 22Q: 3 clusters Score -1522465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1522471.500000 Penalty: 4636.139160
	Iteration 23Q: 3 clusters Score -1522472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1522476.875000 Penalty: 4636.139160
	Iteration 24Q: 3 clusters Score -1522477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1522484.250000 Penalty: 4636.139160
	Iteration 25Q: 3 clusters Score -1522484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1522489.000000 Penalty: 4636.139160
	Iteration 26Q: 3 clusters Score -1522489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1522490.375000 Penalty: 4636.139160
	Iteration 27Q: 3 clusters Score -1522490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1522492.500000 Penalty: 4636.139160
	Iteration 28Q: 3 clusters Score -1522492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1522494.500000 Penalty: 4636.139160
	Iteration 29Q: 3 clusters Score -1522494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1522499.000000 Penalty: 4636.139160
	Iteration 30Q: 3 clusters Score -1522499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1522496.000000 Penalty: 4636.139160
	Iteration 31Q: 3 clusters Score -1522496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1522498.875000 Penalty: 4636.139160
	Iteration 32Q: 3 clusters Score -1522499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1522500.000000 Penalty: 4636.139160
	Iteration 33Q: 3 clusters Score -1522500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1522503.000000 Penalty: 4636.139160
	Iteration 34Q: 3 clusters Score -1522503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1522506.250000 Penalty: 4636.139160
	Iteration 35Q: 3 clusters Score -1522506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1522505.125000 Penalty: 4636.139160
	Iteration 36Q: 3 clusters Score -1522505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1522503.250000 Penalty: 4636.139160
	Iteration 37Q: 3 clusters Score -1522503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1522503.750000 Penalty: 4636.139160
	Iteration 38Q: 3 clusters Score -1522504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1522503.750000 Penalty: 4636.139160
	Iteration 39F: 3 clusters Score -1522504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Entering Unmasked Estep 
Score: -1491129.250000 Penalty: 2319.665039
	Iteration 0F: 2 clusters Score -1491129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1482420.125000 Penalty: 4639.330078
	Iteration 0F: 3 clusters Score -1482420 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1484951.625000 Penalty: 4639.330078
	Iteration 1F: 3 clusters Score -1484952 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1485291.750000 Penalty: 4639.330078
	Iteration 2F: 3 clusters Score -1485292 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1485606.125000 Penalty: 4639.330078
	Iteration 3F: 3 clusters Score -1485606 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1485878.875000 Penalty: 4639.330078
	Iteration 4F: 3 clusters Score -1485879 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1486126.875000 Penalty: 4639.330078
	Iteration 5Q: 3 clusters Score -1486127 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1486402.125000 Penalty: 4639.330078
	Iteration 6Q: 3 clusters Score -1486402 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1486705.875000 Penalty: 4639.330078
	Iteration 7Q: 3 clusters Score -1486706 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1487077.625000 Penalty: 4639.330078
	Iteration 8Q: 3 clusters Score -1487078 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1487516.000000 Penalty: 4639.330078
	Iteration 9Q: 3 clusters Score -1487516 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1487950.750000 Penalty: 4639.330078
	Iteration 10Q: 3 clusters Score -1487951 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1488319.625000 Penalty: 4639.330078
	Iteration 11Q: 3 clusters Score -1488320 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1488546.625000 Penalty: 4639.330078
	Iteration 12Q: 3 clusters Score -1488547 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1488696.125000 Penalty: 4639.330078
	Iteration 13Q: 3 clusters Score -1488696 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1488799.250000 Penalty: 4639.330078
	Iteration 14Q: 3 clusters Score -1488799 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1488873.250000 Penalty: 4639.330078
	Iteration 15Q: 3 clusters Score -1488873 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1488926.625000 Penalty: 4639.330078
	Iteration 16Q: 3 clusters Score -1488927 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1488962.500000 Penalty: 4639.330078
	Iteration 17Q: 3 clusters Score -1488962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1488984.875000 Penalty: 4639.330078
	Iteration 18Q: 3 clusters Score -1488985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1488995.875000 Penalty: 4639.330078
	Iteration 19Q: 3 clusters Score -1488996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1489009.375000 Penalty: 4639.330078
	Iteration 20F: 3 clusters Score -1489009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1489016.250000 Penalty: 4639.330078
	Iteration 21Q: 3 clusters Score -1489016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1489016.500000 Penalty: 4639.330078
	Iteration 22Q: 3 clusters Score -1489016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1489027.000000 Penalty: 4639.330078
	Iteration 23Q: 3 clusters Score -1489027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1489029.625000 Penalty: 4639.330078
	Iteration 24Q: 3 clusters Score -1489030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1489028.750000 Penalty: 4639.330078
	Iteration 25Q: 3 clusters Score -1489029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1489032.375000 Penalty: 4639.330078
	Iteration 26Q: 3 clusters Score -1489032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1489038.000000 Penalty: 4639.330078
	Iteration 27Q: 3 clusters Score -1489038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1489041.375000 Penalty: 4639.330078
	Iteration 28Q: 3 clusters Score -1489041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1489041.750000 Penalty: 4639.330078
	Iteration 29Q: 3 clusters Score -1489042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1489041.375000 Penalty: 4639.330078
	Iteration 30Q: 3 clusters Score -1489041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1489042.875000 Penalty: 4639.330078
	Iteration 31Q: 3 clusters Score -1489043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1489042.875000 Penalty: 4639.330078
	Iteration 32Q: 3 clusters Score -1489043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1489043.125000 Penalty: 4639.330078
	Iteration 33Q: 3 clusters Score -1489043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1489045.125000 Penalty: 4639.330078
	Iteration 34Q: 3 clusters Score -1489045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1489046.625000 Penalty: 4639.330078
	Iteration 35Q: 3 clusters Score -1489047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1489044.875000 Penalty: 4639.330078
	Iteration 36Q: 3 clusters Score -1489045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1489044.875000 Penalty: 4639.330078
	Iteration 37F: 3 clusters Score -1489045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Entering Unmasked Estep 
Score: -6049454.000000 Penalty: 2657.786621
	Iteration 0F: 2 clusters Score -6049454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6019069.500000 Penalty: 5315.573242
	Iteration 0F: 3 clusters Score -6019070 nChanged 20596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -6030442.500000 Penalty: 5315.573242
	Iteration 1F: 3 clusters Score -6030442 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -6030957.000000 Penalty: 5315.573242
	Iteration 2Q: 3 clusters Score -6030957 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -6031561.000000 Penalty: 5315.573242
	Iteration 3Q: 3 clusters Score -6031561 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -6032404.500000 Penalty: 5315.573242
	Iteration 4Q: 3 clusters Score -6032404 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -6033630.000000 Penalty: 5315.573242
	Iteration 5F: 3 clusters Score -6033630 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -6035613.500000 Penalty: 5315.573242
	Iteration 6F: 3 clusters Score -6035614 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -6038395.500000 Penalty: 5315.573242
	Iteration 7F: 3 clusters Score -6038396 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -6041705.500000 Penalty: 5315.573242
	Iteration 8F: 3 clusters Score -6041706 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6044495.500000 Penalty: 5315.573242
	Iteration 9F: 3 clusters Score -6044496 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6046037.500000 Penalty: 5315.573242
	Iteration 10Q: 3 clusters Score -6046038 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6046697.000000 Penalty: 5315.573242
	Iteration 11Q: 3 clusters Score -6046697 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6046915.500000 Penalty: 5315.573242
	Iteration 12Q: 3 clusters Score -6046916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6047009.500000 Penalty: 5315.573242
	Iteration 13Q: 3 clusters Score -6047010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6047064.500000 Penalty: 5315.573242
	Iteration 14Q: 3 clusters Score -6047064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6047095.000000 Penalty: 5315.573242
	Iteration 15Q: 3 clusters Score -6047095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6047119.000000 Penalty: 5315.573242
	Iteration 16Q: 3 clusters Score -6047119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6047131.500000 Penalty: 5315.573242
	Iteration 17Q: 3 clusters Score -6047132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6047133.000000 Penalty: 5315.573242
	Iteration 18Q: 3 clusters Score -6047133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6047128.500000 Penalty: 5315.573242
	Iteration 19Q: 3 clusters Score -6047128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6047132.000000 Penalty: 5315.573242
	Iteration 20F: 3 clusters Score -6047132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Entering Unmasked Estep 
Score: -4567729.000000 Penalty: 2607.030762
	Iteration 0F: 2 clusters Score -4567729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4542887.000000 Penalty: 5214.061523
	Iteration 0F: 3 clusters Score -4542887 nChanged 16655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4551850.000000 Penalty: 5214.061523
	Iteration 1F: 3 clusters Score -4551850 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4552308.000000 Penalty: 5214.061523
	Iteration 2Q: 3 clusters Score -4552308 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4552651.000000 Penalty: 5214.061523
	Iteration 3Q: 3 clusters Score -4552651 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4553012.000000 Penalty: 5214.061523
	Iteration 4Q: 3 clusters Score -4553012 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4553334.500000 Penalty: 5214.061523
	Iteration 5Q: 3 clusters Score -4553334 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4553693.000000 Penalty: 5214.061523
	Iteration 6Q: 3 clusters Score -4553693 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4554010.000000 Penalty: 5214.061523
	Iteration 7Q: 3 clusters Score -4554010 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4554395.500000 Penalty: 5214.061523
	Iteration 8Q: 3 clusters Score -4554396 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4554844.000000 Penalty: 5214.061523
	Iteration 9Q: 3 clusters Score -4554844 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4555411.000000 Penalty: 5214.061523
	Iteration 10Q: 3 clusters Score -4555411 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4556058.000000 Penalty: 5214.061523
	Iteration 11Q: 3 clusters Score -4556058 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4556745.500000 Penalty: 5214.061523
	Iteration 12Q: 3 clusters Score -4556746 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4557496.000000 Penalty: 5214.061523
	Iteration 13Q: 3 clusters Score -4557496 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4558359.500000 Penalty: 5214.061523
	Iteration 14Q: 3 clusters Score -4558360 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -4559331.000000 Penalty: 5214.061523
	Iteration 15Q: 3 clusters Score -4559331 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -4560333.000000 Penalty: 5214.061523
	Iteration 16Q: 3 clusters Score -4560333 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -4561144.500000 Penalty: 5214.061523
	Iteration 17Q: 3 clusters Score -4561144 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -4561797.500000 Penalty: 5214.061523
	Iteration 18Q: 3 clusters Score -4561798 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4562266.500000 Penalty: 5214.061523
	Iteration 19Q: 3 clusters Score -4562266 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4562604.000000 Penalty: 5214.061523
	Iteration 20F: 3 clusters Score -4562604 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -4562934.500000 Penalty: 5214.061523
	Iteration 21Q: 3 clusters Score -4562934 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4563223.000000 Penalty: 5214.061523
	Iteration 22Q: 3 clusters Score -4563223 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4563456.000000 Penalty: 5214.061523
	Iteration 23Q: 3 clusters Score -4563456 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -4563721.000000 Penalty: 5214.061523
	Iteration 24Q: 3 clusters Score -4563721 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4563961.500000 Penalty: 5214.061523
	Iteration 25Q: 3 clusters Score -4563962 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -4564214.000000 Penalty: 5214.061523
	Iteration 26Q: 3 clusters Score -4564214 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4564465.000000 Penalty: 5214.061523
	Iteration 27Q: 3 clusters Score -4564465 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4564644.500000 Penalty: 5214.061523
	Iteration 28Q: 3 clusters Score -4564644 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4564847.500000 Penalty: 5214.061523
	Iteration 29Q: 3 clusters Score -4564848 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4565017.500000 Penalty: 5214.061523
	Iteration 30Q: 3 clusters Score -4565018 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4565165.000000 Penalty: 5214.061523
	Iteration 31Q: 3 clusters Score -4565165 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4565267.500000 Penalty: 5214.061523
	Iteration 32Q: 3 clusters Score -4565268 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4565362.500000 Penalty: 5214.061523
	Iteration 33Q: 3 clusters Score -4565362 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4565426.000000 Penalty: 5214.061523
	Iteration 34Q: 3 clusters Score -4565426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4565489.000000 Penalty: 5214.061523
	Iteration 35Q: 3 clusters Score -4565489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4565521.500000 Penalty: 5214.061523
	Iteration 36Q: 3 clusters Score -4565522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4565550.000000 Penalty: 5214.061523
	Iteration 37Q: 3 clusters Score -4565550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -4565574.500000 Penalty: 5214.061523
	Iteration 38Q: 3 clusters Score -4565574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4565585.000000 Penalty: 5214.061523
	Iteration 39Q: 3 clusters Score -4565585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4565595.000000 Penalty: 5214.061523
	Iteration 40F: 3 clusters Score -4565595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4565609.500000 Penalty: 5214.061523
	Iteration 41Q: 3 clusters Score -4565610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4565623.000000 Penalty: 5214.061523
	Iteration 42Q: 3 clusters Score -4565623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4565628.500000 Penalty: 5214.061523
	Iteration 43Q: 3 clusters Score -4565628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -4565634.500000 Penalty: 5214.061523
	Iteration 44Q: 3 clusters Score -4565634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4565640.000000 Penalty: 5214.061523
	Iteration 45Q: 3 clusters Score -4565640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4565646.000000 Penalty: 5214.061523
	Iteration 46Q: 3 clusters Score -4565646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -4565653.500000 Penalty: 5214.061523
	Iteration 47Q: 3 clusters Score -4565654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4565658.000000 Penalty: 5214.061523
	Iteration 48Q: 3 clusters Score -4565658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4565668.000000 Penalty: 5214.061523
	Iteration 49Q: 3 clusters Score -4565668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4565671.000000 Penalty: 5214.061523
	Iteration 50Q: 3 clusters Score -4565671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4565679.000000 Penalty: 5214.061523
	Iteration 51Q: 3 clusters Score -4565679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4565683.000000 Penalty: 5214.061523
	Iteration 52Q: 3 clusters Score -4565683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4565681.500000 Penalty: 5214.061523
	Iteration 53Q: 3 clusters Score -4565682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4565687.000000 Penalty: 5214.061523
	Iteration 54Q: 3 clusters Score -4565687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4565685.500000 Penalty: 5214.061523
	Iteration 55Q: 3 clusters Score -4565686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4565688.500000 Penalty: 5214.061523
	Iteration 56Q: 3 clusters Score -4565688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4565687.000000 Penalty: 5214.061523
	Iteration 57Q: 3 clusters Score -4565687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -4565690.500000 Penalty: 5214.061523
	Iteration 58Q: 3 clusters Score -4565690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4565696.000000 Penalty: 5214.061523
	Iteration 59Q: 3 clusters Score -4565696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4565696.500000 Penalty: 5214.061523
	Iteration 60F: 3 clusters Score -4565696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -4565697.500000 Penalty: 5214.061523
	Iteration 61Q: 3 clusters Score -4565698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4565700.000000 Penalty: 5214.061523
	Iteration 62Q: 3 clusters Score -4565700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -4565703.000000 Penalty: 5214.061523
	Iteration 63Q: 3 clusters Score -4565703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -4565708.000000 Penalty: 5214.061523
	Iteration 64Q: 3 clusters Score -4565708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4565711.000000 Penalty: 5214.061523
	Iteration 65Q: 3 clusters Score -4565711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4565712.500000 Penalty: 5214.061523
	Iteration 66Q: 3 clusters Score -4565712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4565712.500000 Penalty: 5214.061523
	Iteration 67F: 3 clusters Score -4565712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Entering Unmasked Estep 
Score: -3147361.500000 Penalty: 2493.812012
	Iteration 0F: 2 clusters Score -3147362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3131182.500000 Penalty: 4987.624023
	Iteration 0F: 3 clusters Score -3131182 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3136618.500000 Penalty: 4987.624023
	Iteration 1F: 3 clusters Score -3136618 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3136998.250000 Penalty: 4987.624023
	Iteration 2Q: 3 clusters Score -3136998 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3137317.000000 Penalty: 4987.624023
	Iteration 3Q: 3 clusters Score -3137317 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3137580.250000 Penalty: 4987.624023
	Iteration 4Q: 3 clusters Score -3137580 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3137835.750000 Penalty: 4987.624023
	Iteration 5Q: 3 clusters Score -3137836 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3138095.000000 Penalty: 4987.624023
	Iteration 6Q: 3 clusters Score -3138095 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3138359.000000 Penalty: 4987.624023
	Iteration 7Q: 3 clusters Score -3138359 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3138671.000000 Penalty: 4987.624023
	Iteration 8Q: 3 clusters Score -3138671 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3139054.750000 Penalty: 4987.624023
	Iteration 9Q: 3 clusters Score -3139055 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3139565.750000 Penalty: 4987.624023
	Iteration 10Q: 3 clusters Score -3139566 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3140190.750000 Penalty: 4987.624023
	Iteration 11Q: 3 clusters Score -3140191 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3140899.250000 Penalty: 4987.624023
	Iteration 12Q: 3 clusters Score -3140899 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3141657.500000 Penalty: 4987.624023
	Iteration 13Q: 3 clusters Score -3141658 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3142318.000000 Penalty: 4987.624023
	Iteration 14Q: 3 clusters Score -3142318 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3142664.000000 Penalty: 4987.624023
	Iteration 15Q: 3 clusters Score -3142664 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3142865.750000 Penalty: 4987.624023
	Iteration 16Q: 3 clusters Score -3142866 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3142984.500000 Penalty: 4987.624023
	Iteration 17Q: 3 clusters Score -3142984 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3143060.500000 Penalty: 4987.624023
	Iteration 18Q: 3 clusters Score -3143060 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3143123.750000 Penalty: 4987.624023
	Iteration 19Q: 3 clusters Score -3143124 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3143187.750000 Penalty: 4987.624023
	Iteration 20F: 3 clusters Score -3143188 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3143268.750000 Penalty: 4987.624023
	Iteration 21Q: 3 clusters Score -3143269 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3143308.000000 Penalty: 4987.624023
	Iteration 22Q: 3 clusters Score -3143308 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3143361.000000 Penalty: 4987.624023
	Iteration 23Q: 3 clusters Score -3143361 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3143440.750000 Penalty: 4987.624023
	Iteration 24Q: 3 clusters Score -3143441 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3143514.750000 Penalty: 4987.624023
	Iteration 25Q: 3 clusters Score -3143515 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3143590.000000 Penalty: 4987.624023
	Iteration 26Q: 3 clusters Score -3143590 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3143680.500000 Penalty: 4987.624023
	Iteration 27Q: 3 clusters Score -3143680 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3143753.500000 Penalty: 4987.624023
	Iteration 28Q: 3 clusters Score -3143754 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3143861.750000 Penalty: 4987.624023
	Iteration 29Q: 3 clusters Score -3143862 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3143939.750000 Penalty: 4987.624023
	Iteration 30Q: 3 clusters Score -3143940 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3144048.750000 Penalty: 4987.624023
	Iteration 31Q: 3 clusters Score -3144049 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3144136.500000 Penalty: 4987.624023
	Iteration 32Q: 3 clusters Score -3144136 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3144252.250000 Penalty: 4987.624023
	Iteration 33Q: 3 clusters Score -3144252 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3144351.000000 Penalty: 4987.624023
	Iteration 34Q: 3 clusters Score -3144351 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3144432.750000 Penalty: 4987.624023
	Iteration 35Q: 3 clusters Score -3144433 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3144495.250000 Penalty: 4987.624023
	Iteration 36Q: 3 clusters Score -3144495 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3144540.750000 Penalty: 4987.624023
	Iteration 37Q: 3 clusters Score -3144541 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3144608.000000 Penalty: 4987.624023
	Iteration 38Q: 3 clusters Score -3144608 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3144627.000000 Penalty: 4987.624023
	Iteration 39Q: 3 clusters Score -3144627 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3144681.000000 Penalty: 4987.624023
	Iteration 40F: 3 clusters Score -3144681 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3144706.500000 Penalty: 4987.624023
	Iteration 41Q: 3 clusters Score -3144706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3144746.750000 Penalty: 4987.624023
	Iteration 42Q: 3 clusters Score -3144747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3144763.750000 Penalty: 4987.624023
	Iteration 43Q: 3 clusters Score -3144764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3144790.750000 Penalty: 4987.624023
	Iteration 44Q: 3 clusters Score -3144791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3144808.250000 Penalty: 4987.624023
	Iteration 45Q: 3 clusters Score -3144808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3144840.500000 Penalty: 4987.624023
	Iteration 46Q: 3 clusters Score -3144840 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3144865.750000 Penalty: 4987.624023
	Iteration 47Q: 3 clusters Score -3144866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3144876.500000 Penalty: 4987.624023
	Iteration 48Q: 3 clusters Score -3144876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3144895.250000 Penalty: 4987.624023
	Iteration 49Q: 3 clusters Score -3144895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3144908.000000 Penalty: 4987.624023
	Iteration 50Q: 3 clusters Score -3144908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3144925.750000 Penalty: 4987.624023
	Iteration 51Q: 3 clusters Score -3144926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3144942.250000 Penalty: 4987.624023
	Iteration 52Q: 3 clusters Score -3144942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3144950.500000 Penalty: 4987.624023
	Iteration 53Q: 3 clusters Score -3144950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3144955.750000 Penalty: 4987.624023
	Iteration 54Q: 3 clusters Score -3144956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3144956.000000 Penalty: 4987.624023
	Iteration 55Q: 3 clusters Score -3144956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3144962.750000 Penalty: 4987.624023
	Iteration 56Q: 3 clusters Score -3144963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3144971.500000 Penalty: 4987.624023
	Iteration 57Q: 3 clusters Score -3144972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3144970.000000 Penalty: 4987.624023
	Iteration 58Q: 3 clusters Score -3144970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3144979.000000 Penalty: 4987.624023
	Iteration 59Q: 3 clusters Score -3144979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3144981.250000 Penalty: 4987.624023
	Iteration 60F: 3 clusters Score -3144981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3144981.250000 Penalty: 4987.624023
	Iteration 61Q: 3 clusters Score -3144981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3144985.000000 Penalty: 4987.624023
	Iteration 62Q: 3 clusters Score -3144985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3144990.750000 Penalty: 4987.624023
	Iteration 63Q: 3 clusters Score -3144991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3144993.250000 Penalty: 4987.624023
	Iteration 64Q: 3 clusters Score -3144993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3144989.250000 Penalty: 4987.624023
	Iteration 65Q: 3 clusters Score -3144989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3144989.250000 Penalty: 4987.624023
	Iteration 66Q: 3 clusters Score -3144989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3144988.000000 Penalty: 4987.624023
	Iteration 67Q: 3 clusters Score -3144988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3144994.000000 Penalty: 4987.624023
	Iteration 68Q: 3 clusters Score -3144994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3144994.500000 Penalty: 4987.624023
	Iteration 69Q: 3 clusters Score -3144994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3144996.250000 Penalty: 4987.624023
	Iteration 70Q: 3 clusters Score -3144996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3144995.750000 Penalty: 4987.624023
	Iteration 71Q: 3 clusters Score -3144996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3144996.000000 Penalty: 4987.624023
	Iteration 72Q: 3 clusters Score -3144996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3145002.500000 Penalty: 4987.624023
	Iteration 73Q: 3 clusters Score -3145002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3145006.000000 Penalty: 4987.624023
	Iteration 74Q: 3 clusters Score -3145006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3145006.500000 Penalty: 4987.624023
	Iteration 75Q: 3 clusters Score -3145006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3145007.000000 Penalty: 4987.624023
	Iteration 76Q: 3 clusters Score -3145007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3145005.000000 Penalty: 4987.624023
	Iteration 77Q: 3 clusters Score -3145005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3145005.750000 Penalty: 4987.624023
	Iteration 78Q: 3 clusters Score -3145006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3145007.000000 Penalty: 4987.624023
	Iteration 79Q: 3 clusters Score -3145007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3145010.500000 Penalty: 4987.624023
	Iteration 80F: 3 clusters Score -3145010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3145010.500000 Penalty: 4987.624023
	Iteration 81Q: 3 clusters Score -3145010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3145010.750000 Penalty: 4987.624023
	Iteration 82Q: 3 clusters Score -3145011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3145005.750000 Penalty: 4987.624023
	Iteration 83Q: 3 clusters Score -3145006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3145011.750000 Penalty: 4987.624023
	Iteration 84Q: 3 clusters Score -3145012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3145012.750000 Penalty: 4987.624023
	Iteration 85Q: 3 clusters Score -3145013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3145014.250000 Penalty: 4987.624023
	Iteration 86Q: 3 clusters Score -3145014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3145011.250000 Penalty: 4987.624023
	Iteration 87Q: 3 clusters Score -3145011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3145016.250000 Penalty: 4987.624023
	Iteration 88Q: 3 clusters Score -3145016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3145015.500000 Penalty: 4987.624023
	Iteration 89Q: 3 clusters Score -3145016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3145018.750000 Penalty: 4987.624023
	Iteration 90Q: 3 clusters Score -3145019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3145018.500000 Penalty: 4987.624023
	Iteration 91Q: 3 clusters Score -3145018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3145018.500000 Penalty: 4987.624023
	Iteration 92F: 3 clusters Score -3145018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Entering Unmasked Estep 
Score: -8210669.000000 Penalty: 2733.864990
	Iteration 0F: 2 clusters Score -8210669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -8169362.000000 Penalty: 5467.729980
	Iteration 0F: 3 clusters Score -8169362 nChanged 28671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -8185777.000000 Penalty: 5467.729980
	Iteration 1F: 3 clusters Score -8185777 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -8186558.000000 Penalty: 5467.729980
	Iteration 2Q: 3 clusters Score -8186558 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -8187236.000000 Penalty: 5467.729980
	Iteration 3Q: 3 clusters Score -8187236 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -8188189.500000 Penalty: 5467.729980
	Iteration 4Q: 3 clusters Score -8188190 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -8189377.000000 Penalty: 5467.729980
	Iteration 5Q: 3 clusters Score -8189377 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -8190999.000000 Penalty: 5467.729980
	Iteration 6F: 3 clusters Score -8190999 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8193509.500000 Penalty: 5467.729980
	Iteration 7F: 3 clusters Score -8193510 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -8196909.500000 Penalty: 5467.729980
	Iteration 8F: 3 clusters Score -8196910 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -8200729.500000 Penalty: 5467.729980
	Iteration 9F: 3 clusters Score -8200730 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -8203929.000000 Penalty: 5467.729980
	Iteration 10F: 3 clusters Score -8203929 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -8206169.000000 Penalty: 5467.729980
	Iteration 11Q: 3 clusters Score -8206169 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -8207576.000000 Penalty: 5467.729980
	Iteration 12Q: 3 clusters Score -8207576 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -8208411.500000 Penalty: 5467.729980
	Iteration 13Q: 3 clusters Score -8208412 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -8208895.500000 Penalty: 5467.729980
	Iteration 14Q: 3 clusters Score -8208896 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -8209193.000000 Penalty: 5467.729980
	Iteration 15Q: 3 clusters Score -8209193 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -8209327.500000 Penalty: 5467.729980
	Iteration 16Q: 3 clusters Score -8209328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -8209432.000000 Penalty: 5467.729980
	Iteration 17Q: 3 clusters Score -8209432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -8209493.000000 Penalty: 5467.729980
	Iteration 18Q: 3 clusters Score -8209493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -8209523.500000 Penalty: 5467.729980
	Iteration 19Q: 3 clusters Score -8209524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -8209576.500000 Penalty: 5467.729980
	Iteration 20F: 3 clusters Score -8209576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -8209612.500000 Penalty: 5467.729980
	Iteration 21Q: 3 clusters Score -8209612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -8209632.500000 Penalty: 5467.729980
	Iteration 22Q: 3 clusters Score -8209632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -8209654.500000 Penalty: 5467.729980
	Iteration 23Q: 3 clusters Score -8209654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -8209672.000000 Penalty: 5467.729980
	Iteration 24Q: 3 clusters Score -8209672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -8209703.500000 Penalty: 5467.729980
	Iteration 25Q: 3 clusters Score -8209704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -8209754.000000 Penalty: 5467.729980
	Iteration 26Q: 3 clusters Score -8209754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -8209792.000000 Penalty: 5467.729980
	Iteration 27Q: 3 clusters Score -8209792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -8209811.500000 Penalty: 5467.729980
	Iteration 28Q: 3 clusters Score -8209812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -8209830.500000 Penalty: 5467.729980
	Iteration 29Q: 3 clusters Score -8209830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -8209847.500000 Penalty: 5467.729980
	Iteration 30Q: 3 clusters Score -8209848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -8209850.500000 Penalty: 5467.729980
	Iteration 31Q: 3 clusters Score -8209850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -8209851.000000 Penalty: 5467.729980
	Iteration 32Q: 3 clusters Score -8209851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -8209853.500000 Penalty: 5467.729980
	Iteration 33Q: 3 clusters Score -8209854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -8209864.500000 Penalty: 5467.729980
	Iteration 34Q: 3 clusters Score -8209864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -8209863.000000 Penalty: 5467.729980
	Iteration 35Q: 3 clusters Score -8209863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -8209866.500000 Penalty: 5467.729980
	Iteration 36Q: 3 clusters Score -8209866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -8209870.000000 Penalty: 5467.729980
	Iteration 37Q: 3 clusters Score -8209870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -8209864.500000 Penalty: 5467.729980
	Iteration 38Q: 3 clusters Score -8209864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -8209865.500000 Penalty: 5467.729980
	Iteration 39F: 3 clusters Score -8209866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -8209873.000000 Penalty: 5467.729980
	Iteration 40F: 3 clusters Score -8209873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -8209893.500000 Penalty: 5467.729980
	Iteration 41Q: 3 clusters Score -8209894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -8209892.000000 Penalty: 5467.729980
	Iteration 42Q: 3 clusters Score -8209892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -8209895.500000 Penalty: 5467.729980
	Iteration 43Q: 3 clusters Score -8209896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -8209895.500000 Penalty: 5467.729980
	Iteration 44Q: 3 clusters Score -8209896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -8209904.000000 Penalty: 5467.729980
	Iteration 45Q: 3 clusters Score -8209904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -8209905.000000 Penalty: 5467.729980
	Iteration 46Q: 3 clusters Score -8209905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -8209902.000000 Penalty: 5467.729980
	Iteration 47Q: 3 clusters Score -8209902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -8209903.500000 Penalty: 5467.729980
	Iteration 48Q: 3 clusters Score -8209904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -8209903.500000 Penalty: 5467.729980
	Iteration 49F: 3 clusters Score -8209904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190416 members 
Entering Unmasked Estep 
Score: -25205372.000000 Penalty: 3014.927734
	Iteration 0F: 2 clusters Score -2.520537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95296 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -25096350.000000 Penalty: 6029.855469
	Iteration 0F: 3 clusters Score -2.509635e+07 nChanged 91960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -25149508.000000 Penalty: 6029.855469
	Iteration 1F: 3 clusters Score -2.514951e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -25150308.000000 Penalty: 6029.855469
	Iteration 2Q: 3 clusters Score -2.515031e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -25150760.000000 Penalty: 6029.855469
	Iteration 3Q: 3 clusters Score -2.515076e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -25151584.000000 Penalty: 6029.855469
	Iteration 4Q: 3 clusters Score -2.515158e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 85485 members 
Entering Unmasked Estep 
Score: -25152728.000000 Penalty: 6029.855469
	Iteration 5Q: 3 clusters Score -2.515273e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109696 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -25154396.000000 Penalty: 6029.855469
	Iteration 6Q: 3 clusters Score -2.51544e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116386 members 
Mstep: Class 2 contains 74030 members 
Entering Unmasked Estep 
Score: -25157526.000000 Penalty: 6029.855469
	Iteration 7Q: 3 clusters Score -2.515753e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125075 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -25162210.000000 Penalty: 6029.855469
	Iteration 8F: 3 clusters Score -2.516221e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134929 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -25169136.000000 Penalty: 6029.855469
	Iteration 9F: 3 clusters Score -2.516914e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144271 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -25177646.000000 Penalty: 6029.855469
	Iteration 10F: 3 clusters Score -2.517765e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150834 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -25185288.000000 Penalty: 6029.855469
	Iteration 11F: 3 clusters Score -2.518529e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -25190254.000000 Penalty: 6029.855469
	Iteration 12Q: 3 clusters Score -2.519025e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155285 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -25192390.000000 Penalty: 6029.855469
	Iteration 13Q: 3 clusters Score -2.519239e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156373 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -25193100.000000 Penalty: 6029.855469
	Iteration 14Q: 3 clusters Score -2.51931e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157423 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -25193510.000000 Penalty: 6029.855469
	Iteration 15Q: 3 clusters Score -2.519351e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158517 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -25193864.000000 Penalty: 6029.855469
	Iteration 16Q: 3 clusters Score -2.519386e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159653 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -25194232.000000 Penalty: 6029.855469
	Iteration 17Q: 3 clusters Score -2.519423e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160807 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -25194562.000000 Penalty: 6029.855469
	Iteration 18Q: 3 clusters Score -2.519456e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161952 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -25194974.000000 Penalty: 6029.855469
	Iteration 19Q: 3 clusters Score -2.519497e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -25195342.000000 Penalty: 6029.855469
	Iteration 20F: 3 clusters Score -2.519534e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164448 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -25195738.000000 Penalty: 6029.855469
	Iteration 21Q: 3 clusters Score -2.519574e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165738 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -25196094.000000 Penalty: 6029.855469
	Iteration 22Q: 3 clusters Score -2.519609e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -25196414.000000 Penalty: 6029.855469
	Iteration 23Q: 3 clusters Score -2.519641e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168245 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -25196850.000000 Penalty: 6029.855469
	Iteration 24Q: 3 clusters Score -2.519685e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169498 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -25197154.000000 Penalty: 6029.855469
	Iteration 25Q: 3 clusters Score -2.519715e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170742 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -25197584.000000 Penalty: 6029.855469
	Iteration 26Q: 3 clusters Score -2.519758e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172018 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -25197900.000000 Penalty: 6029.855469
	Iteration 27Q: 3 clusters Score -2.51979e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173294 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -25198206.000000 Penalty: 6029.855469
	Iteration 28Q: 3 clusters Score -2.519821e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174586 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -25198490.000000 Penalty: 6029.855469
	Iteration 29Q: 3 clusters Score -2.519849e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175813 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -25198960.000000 Penalty: 6029.855469
	Iteration 30Q: 3 clusters Score -2.519896e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176933 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -25199216.000000 Penalty: 6029.855469
	Iteration 31Q: 3 clusters Score -2.519922e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178026 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -25199462.000000 Penalty: 6029.855469
	Iteration 32Q: 3 clusters Score -2.519946e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179126 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -25199712.000000 Penalty: 6029.855469
	Iteration 33Q: 3 clusters Score -2.519971e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180189 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -25200042.000000 Penalty: 6029.855469
	Iteration 34Q: 3 clusters Score -2.520004e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181274 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -25200236.000000 Penalty: 6029.855469
	Iteration 35Q: 3 clusters Score -2.520024e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182350 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -25200522.000000 Penalty: 6029.855469
	Iteration 36Q: 3 clusters Score -2.520052e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183313 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -25200730.000000 Penalty: 6029.855469
	Iteration 37Q: 3 clusters Score -2.520073e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184201 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -25201106.000000 Penalty: 6029.855469
	Iteration 38Q: 3 clusters Score -2.520111e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184990 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -25201348.000000 Penalty: 6029.855469
	Iteration 39Q: 3 clusters Score -2.520135e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185704 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -25201628.000000 Penalty: 6029.855469
	Iteration 40F: 3 clusters Score -2.520163e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186380 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -25201872.000000 Penalty: 6029.855469
	Iteration 41Q: 3 clusters Score -2.520187e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186973 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -25202130.000000 Penalty: 6029.855469
	Iteration 42Q: 3 clusters Score -2.520213e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187491 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -25202254.000000 Penalty: 6029.855469
	Iteration 43Q: 3 clusters Score -2.520225e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187930 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -25202338.000000 Penalty: 6029.855469
	Iteration 44Q: 3 clusters Score -2.520234e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188283 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -25202476.000000 Penalty: 6029.855469
	Iteration 45Q: 3 clusters Score -2.520248e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188563 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -25202544.000000 Penalty: 6029.855469
	Iteration 46Q: 3 clusters Score -2.520254e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188781 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -25202608.000000 Penalty: 6029.855469
	Iteration 47Q: 3 clusters Score -2.520261e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188919 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -25202750.000000 Penalty: 6029.855469
	Iteration 48Q: 3 clusters Score -2.520275e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189028 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -25202800.000000 Penalty: 6029.855469
	Iteration 49Q: 3 clusters Score -2.52028e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189123 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -25202852.000000 Penalty: 6029.855469
	Iteration 50Q: 3 clusters Score -2.520285e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189192 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -25202892.000000 Penalty: 6029.855469
	Iteration 51Q: 3 clusters Score -2.520289e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189250 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -25202910.000000 Penalty: 6029.855469
	Iteration 52Q: 3 clusters Score -2.520291e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189294 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -25202936.000000 Penalty: 6029.855469
	Iteration 53Q: 3 clusters Score -2.520294e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189317 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -25202980.000000 Penalty: 6029.855469
	Iteration 54Q: 3 clusters Score -2.520298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189338 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -25203000.000000 Penalty: 6029.855469
	Iteration 55Q: 3 clusters Score -2.5203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189358 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -25203016.000000 Penalty: 6029.855469
	Iteration 56Q: 3 clusters Score -2.520302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189376 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -25203040.000000 Penalty: 6029.855469
	Iteration 57Q: 3 clusters Score -2.520304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189389 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -25203032.000000 Penalty: 6029.855469
	Iteration 58Q: 3 clusters Score -2.520303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189402 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -25203012.000000 Penalty: 6029.855469
	Iteration 59Q: 3 clusters Score -2.520301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189410 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -25203004.000000 Penalty: 6029.855469
	Iteration 60F: 3 clusters Score -2.5203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189421 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -25203040.000000 Penalty: 6029.855469
	Iteration 61Q: 3 clusters Score -2.520304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189432 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -25203040.000000 Penalty: 6029.855469
	Iteration 62Q: 3 clusters Score -2.520304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189439 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -25203052.000000 Penalty: 6029.855469
	Iteration 63Q: 3 clusters Score -2.520305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189446 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -25203034.000000 Penalty: 6029.855469
	Iteration 64Q: 3 clusters Score -2.520303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189455 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -25203038.000000 Penalty: 6029.855469
	Iteration 65Q: 3 clusters Score -2.520304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189461 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -25203018.000000 Penalty: 6029.855469
	Iteration 66Q: 3 clusters Score -2.520302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189469 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -25203024.000000 Penalty: 6029.855469
	Iteration 67Q: 3 clusters Score -2.520302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189475 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -25203018.000000 Penalty: 6029.855469
	Iteration 68Q: 3 clusters Score -2.520302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189485 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -25203038.000000 Penalty: 6029.855469
	Iteration 69Q: 3 clusters Score -2.520304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189492 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -25203044.000000 Penalty: 6029.855469
	Iteration 70Q: 3 clusters Score -2.520304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189501 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -25203052.000000 Penalty: 6029.855469
	Iteration 71Q: 3 clusters Score -2.520305e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189507 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -25203056.000000 Penalty: 6029.855469
	Iteration 72Q: 3 clusters Score -2.520306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189520 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -25203066.000000 Penalty: 6029.855469
	Iteration 73Q: 3 clusters Score -2.520307e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189535 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -25203086.000000 Penalty: 6029.855469
	Iteration 74Q: 3 clusters Score -2.520309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189545 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -25203126.000000 Penalty: 6029.855469
	Iteration 75Q: 3 clusters Score -2.520313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189557 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25203118.000000 Penalty: 6029.855469
	Iteration 76Q: 3 clusters Score -2.520312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189565 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -25203126.000000 Penalty: 6029.855469
	Iteration 77Q: 3 clusters Score -2.520313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189572 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -25203116.000000 Penalty: 6029.855469
	Iteration 78Q: 3 clusters Score -2.520312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189576 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -25203130.000000 Penalty: 6029.855469
	Iteration 79Q: 3 clusters Score -2.520313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189581 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -25203114.000000 Penalty: 6029.855469
	Iteration 80F: 3 clusters Score -2.520311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189584 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -25203120.000000 Penalty: 6029.855469
	Iteration 81Q: 3 clusters Score -2.520312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189587 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -25203122.000000 Penalty: 6029.855469
	Iteration 82Q: 3 clusters Score -2.520312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189587 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -25203124.000000 Penalty: 6029.855469
	Iteration 83Q: 3 clusters Score -2.520312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189589 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -25203134.000000 Penalty: 6029.855469
	Iteration 84Q: 3 clusters Score -2.520313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189591 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -25203114.000000 Penalty: 6029.855469
	Iteration 85Q: 3 clusters Score -2.520311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189591 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -25203114.000000 Penalty: 6029.855469
	Iteration 86F: 3 clusters Score -2.520311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -248513.609375 Penalty: 1874.512085
	Iteration 0F: 2 clusters Score -248513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -245959.718750 Penalty: 3749.024170
	Iteration 0F: 3 clusters Score -245959.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -246407.812500 Penalty: 3749.024170
	Iteration 1F: 3 clusters Score -246407.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -246513.437500 Penalty: 3749.024170
	Iteration 2F: 3 clusters Score -246513.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -246568.500000 Penalty: 3749.024170
	Iteration 3Q: 3 clusters Score -246568.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -246607.843750 Penalty: 3749.024170
	Iteration 4Q: 3 clusters Score -246607.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -246625.296875 Penalty: 3749.024170
	Iteration 5Q: 3 clusters Score -246625.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -246638.500000 Penalty: 3749.024170
	Iteration 6Q: 3 clusters Score -246638.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -246646.218750 Penalty: 3749.024170
	Iteration 7Q: 3 clusters Score -246646.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -246653.343750 Penalty: 3749.024170
	Iteration 8Q: 3 clusters Score -246653.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -246660.046875 Penalty: 3749.024170
	Iteration 9Q: 3 clusters Score -246660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -246661.812500 Penalty: 3749.024170
	Iteration 10Q: 3 clusters Score -246661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -246662.828125 Penalty: 3749.024170
	Iteration 11Q: 3 clusters Score -246662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -246662.671875 Penalty: 3749.024170
	Iteration 12Q: 3 clusters Score -246662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -246663.671875 Penalty: 3749.024170
	Iteration 13Q: 3 clusters Score -246663.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246665.890625 Penalty: 3749.024170
	Iteration 14Q: 3 clusters Score -246665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246668.609375 Penalty: 3749.024170
	Iteration 15Q: 3 clusters Score -246668.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -246671.437500 Penalty: 3749.024170
	Iteration 16Q: 3 clusters Score -246671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -246672.578125 Penalty: 3749.024170
	Iteration 17Q: 3 clusters Score -246672.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -246673.593750 Penalty: 3749.024170
	Iteration 18Q: 3 clusters Score -246673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -246673.593750 Penalty: 3749.024170
	Iteration 19F: 3 clusters Score -246673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (192030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192030 members 
Entering Unmasked Estep 
Score: -25479686.000000 Penalty: 3017.020996
	Iteration 0F: 2 clusters Score -2.547969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -25355658.000000 Penalty: 6034.041992
	Iteration 0F: 3 clusters Score -2.535566e+07 nChanged 91906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -25408166.000000 Penalty: 6034.041992
	Iteration 1F: 3 clusters Score -2.540817e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -25408958.000000 Penalty: 6034.041992
	Iteration 2Q: 3 clusters Score -2.540896e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -25409932.000000 Penalty: 6034.041992
	Iteration 3Q: 3 clusters Score -2.540993e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -25410860.000000 Penalty: 6034.041992
	Iteration 4Q: 3 clusters Score -2.541086e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -25412036.000000 Penalty: 6034.041992
	Iteration 5Q: 3 clusters Score -2.541204e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 90884 members 
Entering Unmasked Estep 
Score: -25413326.000000 Penalty: 6034.041992
	Iteration 6Q: 3 clusters Score -2.541333e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103673 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -25415008.000000 Penalty: 6034.041992
	Iteration 7Q: 3 clusters Score -2.541501e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -25417550.000000 Penalty: 6034.041992
	Iteration 8Q: 3 clusters Score -2.541755e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -25421612.000000 Penalty: 6034.041992
	Iteration 9Q: 3 clusters Score -2.542161e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117663 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -25427998.000000 Penalty: 6034.041992
	Iteration 10F: 3 clusters Score -2.5428e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123962 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -25436100.000000 Penalty: 6034.041992
	Iteration 11F: 3 clusters Score -2.54361e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129609 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -25444386.000000 Penalty: 6034.041992
	Iteration 12F: 3 clusters Score -2.544439e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133816 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -25449212.000000 Penalty: 6034.041992
	Iteration 13Q: 3 clusters Score -2.544921e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137171 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -25451478.000000 Penalty: 6034.041992
	Iteration 14Q: 3 clusters Score -2.545148e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -25452764.000000 Penalty: 6034.041992
	Iteration 15Q: 3 clusters Score -2.545276e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -25453918.000000 Penalty: 6034.041992
	Iteration 16Q: 3 clusters Score -2.545392e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147148 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -25455120.000000 Penalty: 6034.041992
	Iteration 17Q: 3 clusters Score -2.545512e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150740 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -25456500.000000 Penalty: 6034.041992
	Iteration 18Q: 3 clusters Score -2.54565e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154442 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -25458016.000000 Penalty: 6034.041992
	Iteration 19Q: 3 clusters Score -2.545802e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -25459548.000000 Penalty: 6034.041992
	Iteration 20F: 3 clusters Score -2.545955e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162231 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -25461380.000000 Penalty: 6034.041992
	Iteration 21Q: 3 clusters Score -2.546138e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166231 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -25463240.000000 Penalty: 6034.041992
	Iteration 22Q: 3 clusters Score -2.546324e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170066 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -25465162.000000 Penalty: 6034.041992
	Iteration 23Q: 3 clusters Score -2.546516e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173835 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -25467230.000000 Penalty: 6034.041992
	Iteration 24Q: 3 clusters Score -2.546723e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177358 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -25469258.000000 Penalty: 6034.041992
	Iteration 25Q: 3 clusters Score -2.546926e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -25471150.000000 Penalty: 6034.041992
	Iteration 26Q: 3 clusters Score -2.547115e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183108 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -25472490.000000 Penalty: 6034.041992
	Iteration 27Q: 3 clusters Score -2.547249e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185311 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -25473668.000000 Penalty: 6034.041992
	Iteration 28Q: 3 clusters Score -2.547367e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187073 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -25474710.000000 Penalty: 6034.041992
	Iteration 29Q: 3 clusters Score -2.547471e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188462 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -25475602.000000 Penalty: 6034.041992
	Iteration 30Q: 3 clusters Score -2.54756e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189419 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -25476098.000000 Penalty: 6034.041992
	Iteration 31Q: 3 clusters Score -2.54761e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190038 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -25476402.000000 Penalty: 6034.041992
	Iteration 32Q: 3 clusters Score -2.54764e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190490 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -25476650.000000 Penalty: 6034.041992
	Iteration 33Q: 3 clusters Score -2.547665e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190773 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -25476736.000000 Penalty: 6034.041992
	Iteration 34Q: 3 clusters Score -2.547674e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190965 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -25476854.000000 Penalty: 6034.041992
	Iteration 35Q: 3 clusters Score -2.547685e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191094 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -25476912.000000 Penalty: 6034.041992
	Iteration 36Q: 3 clusters Score -2.547691e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191184 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -25476956.000000 Penalty: 6034.041992
	Iteration 37Q: 3 clusters Score -2.547696e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191260 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -25477006.000000 Penalty: 6034.041992
	Iteration 38Q: 3 clusters Score -2.547701e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191306 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25477068.000000 Penalty: 6034.041992
	Iteration 39Q: 3 clusters Score -2.547707e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191334 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -25477070.000000 Penalty: 6034.041992
	Iteration 40F: 3 clusters Score -2.547707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191359 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -25477064.000000 Penalty: 6034.041992
	Iteration 41Q: 3 clusters Score -2.547706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191375 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -25477086.000000 Penalty: 6034.041992
	Iteration 42Q: 3 clusters Score -2.547709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191383 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -25477082.000000 Penalty: 6034.041992
	Iteration 43Q: 3 clusters Score -2.547708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191393 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -25477068.000000 Penalty: 6034.041992
	Iteration 44Q: 3 clusters Score -2.547707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191406 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -25477066.000000 Penalty: 6034.041992
	Iteration 45Q: 3 clusters Score -2.547707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -25477098.000000 Penalty: 6034.041992
	Iteration 46Q: 3 clusters Score -2.54771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191426 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -25477118.000000 Penalty: 6034.041992
	Iteration 47Q: 3 clusters Score -2.547712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191439 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -25477128.000000 Penalty: 6034.041992
	Iteration 48Q: 3 clusters Score -2.547713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191451 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -25477142.000000 Penalty: 6034.041992
	Iteration 49Q: 3 clusters Score -2.547714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191465 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -25477154.000000 Penalty: 6034.041992
	Iteration 50Q: 3 clusters Score -2.547715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191472 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -25477146.000000 Penalty: 6034.041992
	Iteration 51Q: 3 clusters Score -2.547715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191476 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -25477144.000000 Penalty: 6034.041992
	Iteration 52Q: 3 clusters Score -2.547714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191477 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -25477134.000000 Penalty: 6034.041992
	Iteration 53Q: 3 clusters Score -2.547713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191479 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -25477126.000000 Penalty: 6034.041992
	Iteration 54Q: 3 clusters Score -2.547713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191480 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -25477126.000000 Penalty: 6034.041992
	Iteration 55Q: 3 clusters Score -2.547713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191481 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -25477130.000000 Penalty: 6034.041992
	Iteration 56Q: 3 clusters Score -2.547713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191481 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -25477130.000000 Penalty: 6034.041992
	Iteration 57F: 3 clusters Score -2.547713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -37452.066406 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -37452.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36228.273438 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -36228.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36767.933594 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -36767.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37026.496094 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -37026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37131.546875 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -37131.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37205.269531 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -37205.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37252.890625 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -37252.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37319.136719 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -37319.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37406.570312 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -37406.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37425.484375 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -37425.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37434.699219 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -37434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37436.128906 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -37436.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37436.128906 Penalty: 2959.208984
	Iteration 11F: 3 clusters Score -37436.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -541065.687500 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -541065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -537007.562500 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -537007.6 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -537971.312500 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -537971.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -538243.750000 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -538243.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -538507.687500 Penalty: 4144.618164
	Iteration 3F: 3 clusters Score -538507.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -538757.437500 Penalty: 4144.618164
	Iteration 4F: 3 clusters Score -538757.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -538944.125000 Penalty: 4144.618164
	Iteration 5F: 3 clusters Score -538944.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -539086.625000 Penalty: 4144.618164
	Iteration 6Q: 3 clusters Score -539086.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -539207.812500 Penalty: 4144.618164
	Iteration 7Q: 3 clusters Score -539207.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -539317.312500 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -539317.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -539395.250000 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -539395.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -539456.625000 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -539456.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -539506.000000 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -539506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -539542.000000 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -539542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -539573.937500 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -539573.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -539597.812500 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -539597.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -539620.250000 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -539620.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -539638.562500 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -539638.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -539645.812500 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -539645.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -539653.125000 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -539653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -539658.625000 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -539658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -539664.250000 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -539664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -539671.250000 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -539671.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -539673.937500 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -539673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -539679.500000 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -539679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -539682.000000 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -539682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -539684.562500 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -539684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -539686.312500 Penalty: 4144.618164
	Iteration 26Q: 3 clusters Score -539686.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -539688.187500 Penalty: 4144.618164
	Iteration 27Q: 3 clusters Score -539688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -539688.562500 Penalty: 4144.618164
	Iteration 28Q: 3 clusters Score -539688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -539688.937500 Penalty: 4144.618164
	Iteration 29Q: 3 clusters Score -539688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -539689.250000 Penalty: 4144.618164
	Iteration 30Q: 3 clusters Score -539689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -539691.312500 Penalty: 4144.618164
	Iteration 31Q: 3 clusters Score -539691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -539693.812500 Penalty: 4144.618164
	Iteration 32Q: 3 clusters Score -539693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -539695.875000 Penalty: 4144.618164
	Iteration 33Q: 3 clusters Score -539695.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -539699.750000 Penalty: 4144.618164
	Iteration 34Q: 3 clusters Score -539699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -539705.187500 Penalty: 4144.618164
	Iteration 35Q: 3 clusters Score -539705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -539710.062500 Penalty: 4144.618164
	Iteration 36Q: 3 clusters Score -539710.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -539715.125000 Penalty: 4144.618164
	Iteration 37Q: 3 clusters Score -539715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -539720.000000 Penalty: 4144.618164
	Iteration 38Q: 3 clusters Score -539720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -539724.812500 Penalty: 4144.618164
	Iteration 39Q: 3 clusters Score -539724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -539728.687500 Penalty: 4144.618164
	Iteration 40F: 3 clusters Score -539728.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -539731.937500 Penalty: 4144.618164
	Iteration 41Q: 3 clusters Score -539731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -539734.000000 Penalty: 4144.618164
	Iteration 42Q: 3 clusters Score -539734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -539737.062500 Penalty: 4144.618164
	Iteration 43Q: 3 clusters Score -539737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -539737.437500 Penalty: 4144.618164
	Iteration 44Q: 3 clusters Score -539737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -539738.125000 Penalty: 4144.618164
	Iteration 45Q: 3 clusters Score -539738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -539738.125000 Penalty: 4144.618164
	Iteration 46F: 3 clusters Score -539738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Entering Unmasked Estep 
Score: -5563829.000000 Penalty: 2638.691650
	Iteration 0F: 2 clusters Score -5563829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5535563.000000 Penalty: 5277.383301
	Iteration 0F: 3 clusters Score -5535563 nChanged 19168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5546250.000000 Penalty: 5277.383301
	Iteration 1F: 3 clusters Score -5546250 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -5546791.500000 Penalty: 5277.383301
	Iteration 2Q: 3 clusters Score -5546792 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -5547495.000000 Penalty: 5277.383301
	Iteration 3Q: 3 clusters Score -5547495 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -5548380.500000 Penalty: 5277.383301
	Iteration 4Q: 3 clusters Score -5548380 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5549540.500000 Penalty: 5277.383301
	Iteration 5F: 3 clusters Score -5549540 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5551023.000000 Penalty: 5277.383301
	Iteration 6F: 3 clusters Score -5551023 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -5552606.500000 Penalty: 5277.383301
	Iteration 7F: 3 clusters Score -5552606 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5554010.500000 Penalty: 5277.383301
	Iteration 8F: 3 clusters Score -5554010 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -5555385.000000 Penalty: 5277.383301
	Iteration 9F: 3 clusters Score -5555385 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5556720.500000 Penalty: 5277.383301
	Iteration 10Q: 3 clusters Score -5556720 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5557927.500000 Penalty: 5277.383301
	Iteration 11Q: 3 clusters Score -5557928 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -5558748.000000 Penalty: 5277.383301
	Iteration 12Q: 3 clusters Score -5558748 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -5559256.500000 Penalty: 5277.383301
	Iteration 13Q: 3 clusters Score -5559256 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -5559607.000000 Penalty: 5277.383301
	Iteration 14Q: 3 clusters Score -5559607 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5559819.500000 Penalty: 5277.383301
	Iteration 15Q: 3 clusters Score -5559820 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -5560022.000000 Penalty: 5277.383301
	Iteration 16Q: 3 clusters Score -5560022 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5560125.000000 Penalty: 5277.383301
	Iteration 17Q: 3 clusters Score -5560125 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -5560262.500000 Penalty: 5277.383301
	Iteration 18Q: 3 clusters Score -5560262 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -5560376.000000 Penalty: 5277.383301
	Iteration 19Q: 3 clusters Score -5560376 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -5560461.500000 Penalty: 5277.383301
	Iteration 20F: 3 clusters Score -5560462 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5560541.000000 Penalty: 5277.383301
	Iteration 21Q: 3 clusters Score -5560541 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -5560576.500000 Penalty: 5277.383301
	Iteration 22Q: 3 clusters Score -5560576 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -5560647.000000 Penalty: 5277.383301
	Iteration 23Q: 3 clusters Score -5560647 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -5560706.500000 Penalty: 5277.383301
	Iteration 24Q: 3 clusters Score -5560706 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5560746.500000 Penalty: 5277.383301
	Iteration 25Q: 3 clusters Score -5560746 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -5560774.500000 Penalty: 5277.383301
	Iteration 26Q: 3 clusters Score -5560774 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -5560791.500000 Penalty: 5277.383301
	Iteration 27Q: 3 clusters Score -5560792 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -5560845.000000 Penalty: 5277.383301
	Iteration 28Q: 3 clusters Score -5560845 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -5560870.000000 Penalty: 5277.383301
	Iteration 29Q: 3 clusters Score -5560870 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -5560884.500000 Penalty: 5277.383301
	Iteration 30Q: 3 clusters Score -5560884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -5560896.500000 Penalty: 5277.383301
	Iteration 31Q: 3 clusters Score -5560896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -5560910.000000 Penalty: 5277.383301
	Iteration 32Q: 3 clusters Score -5560910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -5560937.500000 Penalty: 5277.383301
	Iteration 33Q: 3 clusters Score -5560938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -5560950.000000 Penalty: 5277.383301
	Iteration 34Q: 3 clusters Score -5560950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5560966.500000 Penalty: 5277.383301
	Iteration 35Q: 3 clusters Score -5560966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -5560969.000000 Penalty: 5277.383301
	Iteration 36Q: 3 clusters Score -5560969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5560982.500000 Penalty: 5277.383301
	Iteration 37Q: 3 clusters Score -5560982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5560984.500000 Penalty: 5277.383301
	Iteration 38Q: 3 clusters Score -5560984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -5560998.000000 Penalty: 5277.383301
	Iteration 39Q: 3 clusters Score -5560998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -5561008.000000 Penalty: 5277.383301
	Iteration 40F: 3 clusters Score -5561008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5561020.000000 Penalty: 5277.383301
	Iteration 41Q: 3 clusters Score -5561020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -5561024.500000 Penalty: 5277.383301
	Iteration 42Q: 3 clusters Score -5561024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -5561038.500000 Penalty: 5277.383301
	Iteration 43Q: 3 clusters Score -5561038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -5561057.000000 Penalty: 5277.383301
	Iteration 44Q: 3 clusters Score -5561057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -5561063.000000 Penalty: 5277.383301
	Iteration 45Q: 3 clusters Score -5561063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -5561071.000000 Penalty: 5277.383301
	Iteration 46Q: 3 clusters Score -5561071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5561065.000000 Penalty: 5277.383301
	Iteration 47Q: 3 clusters Score -5561065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -5561078.000000 Penalty: 5277.383301
	Iteration 48Q: 3 clusters Score -5561078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -5561083.000000 Penalty: 5277.383301
	Iteration 49Q: 3 clusters Score -5561083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -5561098.500000 Penalty: 5277.383301
	Iteration 50Q: 3 clusters Score -5561098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5561111.000000 Penalty: 5277.383301
	Iteration 51Q: 3 clusters Score -5561111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5561108.500000 Penalty: 5277.383301
	Iteration 52Q: 3 clusters Score -5561108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -5561116.000000 Penalty: 5277.383301
	Iteration 53Q: 3 clusters Score -5561116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -5561144.500000 Penalty: 5277.383301
	Iteration 54Q: 3 clusters Score -5561144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -5561149.500000 Penalty: 5277.383301
	Iteration 55Q: 3 clusters Score -5561150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -5561144.500000 Penalty: 5277.383301
	Iteration 56Q: 3 clusters Score -5561144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5561142.000000 Penalty: 5277.383301
	Iteration 57Q: 3 clusters Score -5561142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5561142.500000 Penalty: 5277.383301
	Iteration 58Q: 3 clusters Score -5561142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -5561152.000000 Penalty: 5277.383301
	Iteration 59Q: 3 clusters Score -5561152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -5561160.000000 Penalty: 5277.383301
	Iteration 60F: 3 clusters Score -5561160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -5561161.500000 Penalty: 5277.383301
	Iteration 61Q: 3 clusters Score -5561162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5561166.500000 Penalty: 5277.383301
	Iteration 62Q: 3 clusters Score -5561166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -5561163.000000 Penalty: 5277.383301
	Iteration 63Q: 3 clusters Score -5561163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5561166.000000 Penalty: 5277.383301
	Iteration 64Q: 3 clusters Score -5561166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -5561168.000000 Penalty: 5277.383301
	Iteration 65Q: 3 clusters Score -5561168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -5561162.500000 Penalty: 5277.383301
	Iteration 66Q: 3 clusters Score -5561162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5561175.500000 Penalty: 5277.383301
	Iteration 67Q: 3 clusters Score -5561176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -5561171.500000 Penalty: 5277.383301
	Iteration 68Q: 3 clusters Score -5561172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -5561182.500000 Penalty: 5277.383301
	Iteration 69Q: 3 clusters Score -5561182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -5561182.000000 Penalty: 5277.383301
	Iteration 70Q: 3 clusters Score -5561182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5561173.500000 Penalty: 5277.383301
	Iteration 71Q: 3 clusters Score -5561174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -5561175.500000 Penalty: 5277.383301
	Iteration 72Q: 3 clusters Score -5561176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -5561170.000000 Penalty: 5277.383301
	Iteration 73Q: 3 clusters Score -5561170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -5561183.000000 Penalty: 5277.383301
	Iteration 74Q: 3 clusters Score -5561183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -5561184.000000 Penalty: 5277.383301
	Iteration 75Q: 3 clusters Score -5561184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -5561186.500000 Penalty: 5277.383301
	Iteration 76Q: 3 clusters Score -5561186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -5561183.000000 Penalty: 5277.383301
	Iteration 77Q: 3 clusters Score -5561183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5561187.500000 Penalty: 5277.383301
	Iteration 78Q: 3 clusters Score -5561188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -5561186.000000 Penalty: 5277.383301
	Iteration 79Q: 3 clusters Score -5561186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5561197.000000 Penalty: 5277.383301
	Iteration 80F: 3 clusters Score -5561197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -5561193.500000 Penalty: 5277.383301
	Iteration 81Q: 3 clusters Score -5561194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5561194.500000 Penalty: 5277.383301
	Iteration 82Q: 3 clusters Score -5561194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -5561191.000000 Penalty: 5277.383301
	Iteration 83Q: 3 clusters Score -5561191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -5561185.000000 Penalty: 5277.383301
	Iteration 84Q: 3 clusters Score -5561185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5561195.000000 Penalty: 5277.383301
	Iteration 85Q: 3 clusters Score -5561195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -5561190.500000 Penalty: 5277.383301
	Iteration 86Q: 3 clusters Score -5561190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -5561188.000000 Penalty: 5277.383301
	Iteration 87Q: 3 clusters Score -5561188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5561188.500000 Penalty: 5277.383301
	Iteration 88Q: 3 clusters Score -5561188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5561181.000000 Penalty: 5277.383301
	Iteration 89Q: 3 clusters Score -5561181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -5561180.000000 Penalty: 5277.383301
	Iteration 90Q: 3 clusters Score -5561180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -5561180.000000 Penalty: 5277.383301
	Iteration 91Q: 3 clusters Score -5561180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5561184.500000 Penalty: 5277.383301
	Iteration 92Q: 3 clusters Score -5561184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -5561187.000000 Penalty: 5277.383301
	Iteration 93Q: 3 clusters Score -5561187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5561186.000000 Penalty: 5277.383301
	Iteration 94Q: 3 clusters Score -5561186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5561186.500000 Penalty: 5277.383301
	Iteration 95Q: 3 clusters Score -5561186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -5561188.500000 Penalty: 5277.383301
	Iteration 96Q: 3 clusters Score -5561188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -5561188.500000 Penalty: 5277.383301
	Iteration 97F: 3 clusters Score -5561188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -24224.099609 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -24224.1 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 139 members 
Entering Unmasked Estep 
Score: -23114.488281 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -23114.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23263.095703 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -23263.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23316.816406 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -23316.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23340.808594 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -23340.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23352.912109 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -23352.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23365.082031 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -23365.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23370.107422 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -23370.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23375.488281 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -23375.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23379.689453 Penalty: 2767.546143
	Iteration 8Q: 3 clusters Score -23379.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23383.007812 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -23383.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23383.007812 Penalty: 2767.546143
	Iteration 10F: 3 clusters Score -23383.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -246895.500000 Penalty: 1880.897705
	Iteration 0F: 2 clusters Score -246895.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244333.015625 Penalty: 3761.795410
	Iteration 0F: 3 clusters Score -244333 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -244759.796875 Penalty: 3761.795410
	Iteration 1F: 3 clusters Score -244759.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -244880.531250 Penalty: 3761.795410
	Iteration 2F: 3 clusters Score -244880.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244962.593750 Penalty: 3761.795410
	Iteration 3Q: 3 clusters Score -244962.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -245014.468750 Penalty: 3761.795410
	Iteration 4Q: 3 clusters Score -245014.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -245044.265625 Penalty: 3761.795410
	Iteration 5Q: 3 clusters Score -245044.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -245072.578125 Penalty: 3761.795410
	Iteration 6Q: 3 clusters Score -245072.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -245095.828125 Penalty: 3761.795410
	Iteration 7Q: 3 clusters Score -245095.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -245109.390625 Penalty: 3761.795410
	Iteration 8Q: 3 clusters Score -245109.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -245122.421875 Penalty: 3761.795410
	Iteration 9Q: 3 clusters Score -245122.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -245138.625000 Penalty: 3761.795410
	Iteration 10Q: 3 clusters Score -245138.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -245153.406250 Penalty: 3761.795410
	Iteration 11Q: 3 clusters Score -245153.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -245160.968750 Penalty: 3761.795410
	Iteration 12Q: 3 clusters Score -245161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -245165.828125 Penalty: 3761.795410
	Iteration 13Q: 3 clusters Score -245165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -245170.859375 Penalty: 3761.795410
	Iteration 14Q: 3 clusters Score -245170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -245174.718750 Penalty: 3761.795410
	Iteration 15Q: 3 clusters Score -245174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -245177.390625 Penalty: 3761.795410
	Iteration 16Q: 3 clusters Score -245177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -245179.265625 Penalty: 3761.795410
	Iteration 17Q: 3 clusters Score -245179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -245180.531250 Penalty: 3761.795410
	Iteration 18Q: 3 clusters Score -245180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -245181.375000 Penalty: 3761.795410
	Iteration 19Q: 3 clusters Score -245181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -245181.859375 Penalty: 3761.795410
	Iteration 20F: 3 clusters Score -245181.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -290633.625000 Penalty: 1911.016724
	Iteration 0F: 2 clusters Score -290633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287886.781250 Penalty: 3822.033447
	Iteration 0F: 3 clusters Score -287886.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -288403.906250 Penalty: 3822.033447
	Iteration 1F: 3 clusters Score -288403.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288538.937500 Penalty: 3822.033447
	Iteration 2F: 3 clusters Score -288538.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -288617.593750 Penalty: 3822.033447
	Iteration 3Q: 3 clusters Score -288617.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -288659.656250 Penalty: 3822.033447
	Iteration 4Q: 3 clusters Score -288659.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288692.218750 Penalty: 3822.033447
	Iteration 5Q: 3 clusters Score -288692.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -288722.531250 Penalty: 3822.033447
	Iteration 6Q: 3 clusters Score -288722.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -288742.000000 Penalty: 3822.033447
	Iteration 7Q: 3 clusters Score -288742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -288750.906250 Penalty: 3822.033447
	Iteration 8Q: 3 clusters Score -288750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -288756.343750 Penalty: 3822.033447
	Iteration 9Q: 3 clusters Score -288756.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -288762.093750 Penalty: 3822.033447
	Iteration 10Q: 3 clusters Score -288762.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -288765.375000 Penalty: 3822.033447
	Iteration 11Q: 3 clusters Score -288765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -288767.968750 Penalty: 3822.033447
	Iteration 12Q: 3 clusters Score -288768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -288769.718750 Penalty: 3822.033447
	Iteration 13Q: 3 clusters Score -288769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -288772.093750 Penalty: 3822.033447
	Iteration 14Q: 3 clusters Score -288772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -288773.781250 Penalty: 3822.033447
	Iteration 15Q: 3 clusters Score -288773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -288776.437500 Penalty: 3822.033447
	Iteration 16Q: 3 clusters Score -288776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -288779.468750 Penalty: 3822.033447
	Iteration 17Q: 3 clusters Score -288779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -288780.687500 Penalty: 3822.033447
	Iteration 18Q: 3 clusters Score -288780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -288780.937500 Penalty: 3822.033447
	Iteration 19Q: 3 clusters Score -288780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -288780.968750 Penalty: 3822.033447
	Iteration 20F: 3 clusters Score -288781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Entering Unmasked Estep 
Score: -2380237.000000 Penalty: 2424.967285
	Iteration 0F: 2 clusters Score -2380237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2367703.000000 Penalty: 4849.934570
	Iteration 0F: 3 clusters Score -2367703 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2371884.750000 Penalty: 4849.934570
	Iteration 1F: 3 clusters Score -2371885 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2372471.000000 Penalty: 4849.934570
	Iteration 2F: 3 clusters Score -2372471 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2373024.750000 Penalty: 4849.934570
	Iteration 3F: 3 clusters Score -2373025 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2373551.500000 Penalty: 4849.934570
	Iteration 4F: 3 clusters Score -2373552 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2374146.750000 Penalty: 4849.934570
	Iteration 5F: 3 clusters Score -2374147 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2374776.000000 Penalty: 4849.934570
	Iteration 6F: 3 clusters Score -2374776 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2375458.750000 Penalty: 4849.934570
	Iteration 7F: 3 clusters Score -2375459 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2376228.000000 Penalty: 4849.934570
	Iteration 8F: 3 clusters Score -2376228 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2376911.250000 Penalty: 4849.934570
	Iteration 9F: 3 clusters Score -2376911 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2377383.000000 Penalty: 4849.934570
	Iteration 10Q: 3 clusters Score -2377383 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2377721.750000 Penalty: 4849.934570
	Iteration 11Q: 3 clusters Score -2377722 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2377953.000000 Penalty: 4849.934570
	Iteration 12Q: 3 clusters Score -2377953 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2378156.750000 Penalty: 4849.934570
	Iteration 13Q: 3 clusters Score -2378157 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2378337.750000 Penalty: 4849.934570
	Iteration 14Q: 3 clusters Score -2378338 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2378471.000000 Penalty: 4849.934570
	Iteration 15Q: 3 clusters Score -2378471 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2378595.250000 Penalty: 4849.934570
	Iteration 16Q: 3 clusters Score -2378595 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2378678.000000 Penalty: 4849.934570
	Iteration 17Q: 3 clusters Score -2378678 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2378746.250000 Penalty: 4849.934570
	Iteration 18Q: 3 clusters Score -2378746 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2378826.250000 Penalty: 4849.934570
	Iteration 19Q: 3 clusters Score -2378826 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2378903.000000 Penalty: 4849.934570
	Iteration 20F: 3 clusters Score -2378903 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2378972.000000 Penalty: 4849.934570
	Iteration 21Q: 3 clusters Score -2378972 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2379048.500000 Penalty: 4849.934570
	Iteration 22Q: 3 clusters Score -2379048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2379116.000000 Penalty: 4849.934570
	Iteration 23Q: 3 clusters Score -2379116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2379150.750000 Penalty: 4849.934570
	Iteration 24Q: 3 clusters Score -2379151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2379188.500000 Penalty: 4849.934570
	Iteration 25Q: 3 clusters Score -2379188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2379206.000000 Penalty: 4849.934570
	Iteration 26Q: 3 clusters Score -2379206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2379228.750000 Penalty: 4849.934570
	Iteration 27Q: 3 clusters Score -2379229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2379241.500000 Penalty: 4849.934570
	Iteration 28Q: 3 clusters Score -2379242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2379251.000000 Penalty: 4849.934570
	Iteration 29Q: 3 clusters Score -2379251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2379260.750000 Penalty: 4849.934570
	Iteration 30Q: 3 clusters Score -2379261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2379268.750000 Penalty: 4849.934570
	Iteration 31Q: 3 clusters Score -2379269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2379285.500000 Penalty: 4849.934570
	Iteration 32Q: 3 clusters Score -2379286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2379292.500000 Penalty: 4849.934570
	Iteration 33Q: 3 clusters Score -2379292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2379316.250000 Penalty: 4849.934570
	Iteration 34Q: 3 clusters Score -2379316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2379330.500000 Penalty: 4849.934570
	Iteration 35Q: 3 clusters Score -2379330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2379333.500000 Penalty: 4849.934570
	Iteration 36Q: 3 clusters Score -2379334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2379347.250000 Penalty: 4849.934570
	Iteration 37Q: 3 clusters Score -2379347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2379359.000000 Penalty: 4849.934570
	Iteration 38Q: 3 clusters Score -2379359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2379362.250000 Penalty: 4849.934570
	Iteration 39Q: 3 clusters Score -2379362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2379361.250000 Penalty: 4849.934570
	Iteration 40F: 3 clusters Score -2379361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2379360.250000 Penalty: 4849.934570
	Iteration 41Q: 3 clusters Score -2379360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2379358.750000 Penalty: 4849.934570
	Iteration 42Q: 3 clusters Score -2379359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2379358.750000 Penalty: 4849.934570
	Iteration 43F: 3 clusters Score -2379359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (205092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205092 members 
Entering Unmasked Estep 
Score: -27231114.000000 Penalty: 3033.341064
	Iteration 0F: 2 clusters Score -2.723111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -27099130.000000 Penalty: 6066.682129
	Iteration 0F: 3 clusters Score -2.709913e+07 nChanged 98688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107447 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -27157132.000000 Penalty: 6066.682129
	Iteration 1F: 3 clusters Score -2.715713e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -27158242.000000 Penalty: 6066.682129
	Iteration 2Q: 3 clusters Score -2.715824e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114234 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -27160092.000000 Penalty: 6066.682129
	Iteration 3Q: 3 clusters Score -2.716009e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120583 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -27163326.000000 Penalty: 6066.682129
	Iteration 4Q: 3 clusters Score -2.716333e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130083 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -27169018.000000 Penalty: 6066.682129
	Iteration 5F: 3 clusters Score -2.716902e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143312 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -27179066.000000 Penalty: 6066.682129
	Iteration 6F: 3 clusters Score -2.717907e+07 nChanged 16808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159320 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -27193138.000000 Penalty: 6066.682129
	Iteration 7F: 3 clusters Score -2.719314e+07 nChanged 15624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -27207146.000000 Penalty: 6066.682129
	Iteration 8F: 3 clusters Score -2.720715e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185658 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -27217044.000000 Penalty: 6066.682129
	Iteration 9F: 3 clusters Score -2.721704e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192270 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -27222412.000000 Penalty: 6066.682129
	Iteration 10Q: 3 clusters Score -2.722241e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195961 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -27225252.000000 Penalty: 6066.682129
	Iteration 11Q: 3 clusters Score -2.722525e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198122 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -27226822.000000 Penalty: 6066.682129
	Iteration 12Q: 3 clusters Score -2.722682e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199384 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -27227694.000000 Penalty: 6066.682129
	Iteration 13Q: 3 clusters Score -2.722769e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200257 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -27228092.000000 Penalty: 6066.682129
	Iteration 14Q: 3 clusters Score -2.722809e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200882 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -27228294.000000 Penalty: 6066.682129
	Iteration 15Q: 3 clusters Score -2.722829e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201372 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -27228438.000000 Penalty: 6066.682129
	Iteration 16Q: 3 clusters Score -2.722844e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201755 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -27228534.000000 Penalty: 6066.682129
	Iteration 17Q: 3 clusters Score -2.722853e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202051 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -27228560.000000 Penalty: 6066.682129
	Iteration 18Q: 3 clusters Score -2.722856e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202287 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -27228570.000000 Penalty: 6066.682129
	Iteration 19Q: 3 clusters Score -2.722857e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202479 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -27228586.000000 Penalty: 6066.682129
	Iteration 20F: 3 clusters Score -2.722859e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202625 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -27228612.000000 Penalty: 6066.682129
	Iteration 21Q: 3 clusters Score -2.722861e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202744 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -27228658.000000 Penalty: 6066.682129
	Iteration 22Q: 3 clusters Score -2.722866e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202858 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -27228678.000000 Penalty: 6066.682129
	Iteration 23Q: 3 clusters Score -2.722868e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202958 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -27228678.000000 Penalty: 6066.682129
	Iteration 24Q: 3 clusters Score -2.722868e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203048 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -27228688.000000 Penalty: 6066.682129
	Iteration 25Q: 3 clusters Score -2.722869e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203123 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -27228700.000000 Penalty: 6066.682129
	Iteration 26Q: 3 clusters Score -2.72287e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203196 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -27228700.000000 Penalty: 6066.682129
	Iteration 27Q: 3 clusters Score -2.72287e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203260 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -27228682.000000 Penalty: 6066.682129
	Iteration 28Q: 3 clusters Score -2.722868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203313 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -27228644.000000 Penalty: 6066.682129
	Iteration 29Q: 3 clusters Score -2.722864e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203381 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -27228654.000000 Penalty: 6066.682129
	Iteration 30Q: 3 clusters Score -2.722865e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203446 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -27228700.000000 Penalty: 6066.682129
	Iteration 31Q: 3 clusters Score -2.72287e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203504 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -27228768.000000 Penalty: 6066.682129
	Iteration 32Q: 3 clusters Score -2.722877e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203569 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -27228822.000000 Penalty: 6066.682129
	Iteration 33Q: 3 clusters Score -2.722882e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203627 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -27228844.000000 Penalty: 6066.682129
	Iteration 34Q: 3 clusters Score -2.722884e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203671 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -27228852.000000 Penalty: 6066.682129
	Iteration 35Q: 3 clusters Score -2.722885e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203696 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -27228834.000000 Penalty: 6066.682129
	Iteration 36Q: 3 clusters Score -2.722883e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203724 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -27228860.000000 Penalty: 6066.682129
	Iteration 37Q: 3 clusters Score -2.722886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203743 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -27228834.000000 Penalty: 6066.682129
	Iteration 38Q: 3 clusters Score -2.722883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203759 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -27228854.000000 Penalty: 6066.682129
	Iteration 39Q: 3 clusters Score -2.722885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203778 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -27228860.000000 Penalty: 6066.682129
	Iteration 40F: 3 clusters Score -2.722886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203795 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -27228886.000000 Penalty: 6066.682129
	Iteration 41Q: 3 clusters Score -2.722889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203806 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -27228854.000000 Penalty: 6066.682129
	Iteration 42Q: 3 clusters Score -2.722885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203818 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -27228856.000000 Penalty: 6066.682129
	Iteration 43Q: 3 clusters Score -2.722886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203827 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -27228878.000000 Penalty: 6066.682129
	Iteration 44Q: 3 clusters Score -2.722888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203830 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -27228894.000000 Penalty: 6066.682129
	Iteration 45Q: 3 clusters Score -2.722889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203833 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -27228886.000000 Penalty: 6066.682129
	Iteration 46Q: 3 clusters Score -2.722889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203833 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -27228888.000000 Penalty: 6066.682129
	Iteration 47Q: 3 clusters Score -2.722889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203833 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -27228888.000000 Penalty: 6066.682129
	Iteration 48F: 3 clusters Score -2.722889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Entering Unmasked Estep 
Score: -1789276.250000 Penalty: 2354.347412
	Iteration 0F: 2 clusters Score -1789276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1779501.125000 Penalty: 4708.694824
	Iteration 0F: 3 clusters Score -1779501 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1782554.875000 Penalty: 4708.694824
	Iteration 1F: 3 clusters Score -1782555 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1782947.375000 Penalty: 4708.694824
	Iteration 2F: 3 clusters Score -1782947 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1783324.750000 Penalty: 4708.694824
	Iteration 3F: 3 clusters Score -1783325 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1783805.125000 Penalty: 4708.694824
	Iteration 4F: 3 clusters Score -1783805 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1784503.125000 Penalty: 4708.694824
	Iteration 5F: 3 clusters Score -1784503 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1785476.125000 Penalty: 4708.694824
	Iteration 6F: 3 clusters Score -1785476 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1786437.125000 Penalty: 4708.694824
	Iteration 7F: 3 clusters Score -1786437 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1787151.250000 Penalty: 4708.694824
	Iteration 8F: 3 clusters Score -1787151 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1787546.000000 Penalty: 4708.694824
	Iteration 9Q: 3 clusters Score -1787546 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1787791.250000 Penalty: 4708.694824
	Iteration 10Q: 3 clusters Score -1787791 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1787927.250000 Penalty: 4708.694824
	Iteration 11Q: 3 clusters Score -1787927 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1788001.500000 Penalty: 4708.694824
	Iteration 12Q: 3 clusters Score -1788002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1788040.625000 Penalty: 4708.694824
	Iteration 13Q: 3 clusters Score -1788041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1788073.625000 Penalty: 4708.694824
	Iteration 14Q: 3 clusters Score -1788074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1788090.625000 Penalty: 4708.694824
	Iteration 15Q: 3 clusters Score -1788091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1788099.750000 Penalty: 4708.694824
	Iteration 16Q: 3 clusters Score -1788100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1788108.125000 Penalty: 4708.694824
	Iteration 17Q: 3 clusters Score -1788108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1788111.750000 Penalty: 4708.694824
	Iteration 18Q: 3 clusters Score -1788112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1788118.250000 Penalty: 4708.694824
	Iteration 19Q: 3 clusters Score -1788118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1788123.250000 Penalty: 4708.694824
	Iteration 20F: 3 clusters Score -1788123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1788126.125000 Penalty: 4708.694824
	Iteration 21Q: 3 clusters Score -1788126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1788133.125000 Penalty: 4708.694824
	Iteration 22Q: 3 clusters Score -1788133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1788135.375000 Penalty: 4708.694824
	Iteration 23Q: 3 clusters Score -1788135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1788136.000000 Penalty: 4708.694824
	Iteration 24Q: 3 clusters Score -1788136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1788141.375000 Penalty: 4708.694824
	Iteration 25Q: 3 clusters Score -1788141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1788141.625000 Penalty: 4708.694824
	Iteration 26Q: 3 clusters Score -1788142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1788144.625000 Penalty: 4708.694824
	Iteration 27Q: 3 clusters Score -1788145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1788143.000000 Penalty: 4708.694824
	Iteration 28Q: 3 clusters Score -1788143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1788145.125000 Penalty: 4708.694824
	Iteration 29Q: 3 clusters Score -1788145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1788145.875000 Penalty: 4708.694824
	Iteration 30Q: 3 clusters Score -1788146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1788149.125000 Penalty: 4708.694824
	Iteration 31Q: 3 clusters Score -1788149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1788151.000000 Penalty: 4708.694824
	Iteration 32Q: 3 clusters Score -1788151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1788151.000000 Penalty: 4708.694824
	Iteration 33F: 3 clusters Score -1788151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Entering Unmasked Estep 
Score: -5639552.000000 Penalty: 2647.916992
	Iteration 0F: 2 clusters Score -5639552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -5610205.000000 Penalty: 5295.833984
	Iteration 0F: 3 clusters Score -5610205 nChanged 19922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5621219.000000 Penalty: 5295.833984
	Iteration 1F: 3 clusters Score -5621219 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -5621622.000000 Penalty: 5295.833984
	Iteration 2Q: 3 clusters Score -5621622 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -5622015.000000 Penalty: 5295.833984
	Iteration 3Q: 3 clusters Score -5622015 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -5622485.000000 Penalty: 5295.833984
	Iteration 4Q: 3 clusters Score -5622485 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5623176.000000 Penalty: 5295.833984
	Iteration 5Q: 3 clusters Score -5623176 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -5624222.500000 Penalty: 5295.833984
	Iteration 6Q: 3 clusters Score -5624222 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -5625936.000000 Penalty: 5295.833984
	Iteration 7F: 3 clusters Score -5625936 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -5628465.000000 Penalty: 5295.833984
	Iteration 8F: 3 clusters Score -5628465 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -5631555.000000 Penalty: 5295.833984
	Iteration 9F: 3 clusters Score -5631555 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5634289.500000 Penalty: 5295.833984
	Iteration 10F: 3 clusters Score -5634290 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5635990.000000 Penalty: 5295.833984
	Iteration 11Q: 3 clusters Score -5635990 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5636719.500000 Penalty: 5295.833984
	Iteration 12Q: 3 clusters Score -5636720 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5636963.000000 Penalty: 5295.833984
	Iteration 13Q: 3 clusters Score -5636963 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5637082.500000 Penalty: 5295.833984
	Iteration 14Q: 3 clusters Score -5637082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5637132.500000 Penalty: 5295.833984
	Iteration 15Q: 3 clusters Score -5637132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5637165.500000 Penalty: 5295.833984
	Iteration 16Q: 3 clusters Score -5637166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5637186.000000 Penalty: 5295.833984
	Iteration 17Q: 3 clusters Score -5637186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5637191.500000 Penalty: 5295.833984
	Iteration 18Q: 3 clusters Score -5637192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5637206.500000 Penalty: 5295.833984
	Iteration 19Q: 3 clusters Score -5637206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5637205.000000 Penalty: 5295.833984
	Iteration 20F: 3 clusters Score -5637205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5637212.000000 Penalty: 5295.833984
	Iteration 21Q: 3 clusters Score -5637212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5637212.000000 Penalty: 5295.833984
	Iteration 22F: 3 clusters Score -5637212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Entering Unmasked Estep 
Score: -2717562.000000 Penalty: 2475.816406
	Iteration 0F: 2 clusters Score -2717562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2702486.750000 Penalty: 4951.632812
	Iteration 0F: 3 clusters Score -2702487 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2707768.750000 Penalty: 4951.632812
	Iteration 1F: 3 clusters Score -2707769 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2708359.250000 Penalty: 4951.632812
	Iteration 2F: 3 clusters Score -2708359 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2708960.750000 Penalty: 4951.632812
	Iteration 3F: 3 clusters Score -2708961 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2709595.250000 Penalty: 4951.632812
	Iteration 4F: 3 clusters Score -2709595 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2710225.500000 Penalty: 4951.632812
	Iteration 5F: 3 clusters Score -2710226 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2710790.250000 Penalty: 4951.632812
	Iteration 6F: 3 clusters Score -2710790 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2711389.750000 Penalty: 4951.632812
	Iteration 7Q: 3 clusters Score -2711390 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2711941.250000 Penalty: 4951.632812
	Iteration 8Q: 3 clusters Score -2711941 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2712471.500000 Penalty: 4951.632812
	Iteration 9Q: 3 clusters Score -2712472 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2712938.000000 Penalty: 4951.632812
	Iteration 10Q: 3 clusters Score -2712938 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2713367.500000 Penalty: 4951.632812
	Iteration 11Q: 3 clusters Score -2713368 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2713666.250000 Penalty: 4951.632812
	Iteration 12Q: 3 clusters Score -2713666 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2713897.250000 Penalty: 4951.632812
	Iteration 13Q: 3 clusters Score -2713897 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2714056.250000 Penalty: 4951.632812
	Iteration 14Q: 3 clusters Score -2714056 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2714163.750000 Penalty: 4951.632812
	Iteration 15Q: 3 clusters Score -2714164 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2714226.750000 Penalty: 4951.632812
	Iteration 16Q: 3 clusters Score -2714227 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2714304.250000 Penalty: 4951.632812
	Iteration 17Q: 3 clusters Score -2714304 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2714361.000000 Penalty: 4951.632812
	Iteration 18Q: 3 clusters Score -2714361 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2714420.500000 Penalty: 4951.632812
	Iteration 19Q: 3 clusters Score -2714420 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2714486.250000 Penalty: 4951.632812
	Iteration 20F: 3 clusters Score -2714486 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2714558.500000 Penalty: 4951.632812
	Iteration 21Q: 3 clusters Score -2714558 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2714643.750000 Penalty: 4951.632812
	Iteration 22Q: 3 clusters Score -2714644 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2714764.500000 Penalty: 4951.632812
	Iteration 23Q: 3 clusters Score -2714764 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2714913.250000 Penalty: 4951.632812
	Iteration 24Q: 3 clusters Score -2714913 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2715071.500000 Penalty: 4951.632812
	Iteration 25Q: 3 clusters Score -2715072 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2715189.500000 Penalty: 4951.632812
	Iteration 26Q: 3 clusters Score -2715190 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2715285.000000 Penalty: 4951.632812
	Iteration 27Q: 3 clusters Score -2715285 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2715377.500000 Penalty: 4951.632812
	Iteration 28Q: 3 clusters Score -2715378 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2715450.500000 Penalty: 4951.632812
	Iteration 29Q: 3 clusters Score -2715450 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2715534.750000 Penalty: 4951.632812
	Iteration 30Q: 3 clusters Score -2715535 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2715595.500000 Penalty: 4951.632812
	Iteration 31Q: 3 clusters Score -2715596 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2715636.750000 Penalty: 4951.632812
	Iteration 32Q: 3 clusters Score -2715637 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2715668.500000 Penalty: 4951.632812
	Iteration 33Q: 3 clusters Score -2715668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2715694.500000 Penalty: 4951.632812
	Iteration 34Q: 3 clusters Score -2715694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2715717.500000 Penalty: 4951.632812
	Iteration 35Q: 3 clusters Score -2715718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2715729.000000 Penalty: 4951.632812
	Iteration 36Q: 3 clusters Score -2715729 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2715733.500000 Penalty: 4951.632812
	Iteration 37Q: 3 clusters Score -2715734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2715735.250000 Penalty: 4951.632812
	Iteration 38Q: 3 clusters Score -2715735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2715737.750000 Penalty: 4951.632812
	Iteration 39Q: 3 clusters Score -2715738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2715740.000000 Penalty: 4951.632812
	Iteration 40F: 3 clusters Score -2715740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2715740.750000 Penalty: 4951.632812
	Iteration 41Q: 3 clusters Score -2715741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2715738.750000 Penalty: 4951.632812
	Iteration 42Q: 3 clusters Score -2715739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2715739.750000 Penalty: 4951.632812
	Iteration 43Q: 3 clusters Score -2715740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2715748.250000 Penalty: 4951.632812
	Iteration 44Q: 3 clusters Score -2715748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2715754.000000 Penalty: 4951.632812
	Iteration 45Q: 3 clusters Score -2715754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2715754.000000 Penalty: 4951.632812
	Iteration 46Q: 3 clusters Score -2715754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2715752.000000 Penalty: 4951.632812
	Iteration 47Q: 3 clusters Score -2715752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2715750.500000 Penalty: 4951.632812
	Iteration 48Q: 3 clusters Score -2715750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2715750.250000 Penalty: 4951.632812
	Iteration 49Q: 3 clusters Score -2715750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2715750.000000 Penalty: 4951.632812
	Iteration 50Q: 3 clusters Score -2715750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2715754.500000 Penalty: 4951.632812
	Iteration 51Q: 3 clusters Score -2715754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2715757.000000 Penalty: 4951.632812
	Iteration 52Q: 3 clusters Score -2715757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2715755.500000 Penalty: 4951.632812
	Iteration 53Q: 3 clusters Score -2715756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2715754.750000 Penalty: 4951.632812
	Iteration 54Q: 3 clusters Score -2715755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2715749.500000 Penalty: 4951.632812
	Iteration 55Q: 3 clusters Score -2715750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2715755.250000 Penalty: 4951.632812
	Iteration 56Q: 3 clusters Score -2715755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2715756.000000 Penalty: 4951.632812
	Iteration 57Q: 3 clusters Score -2715756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2715758.750000 Penalty: 4951.632812
	Iteration 58Q: 3 clusters Score -2715759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2715757.250000 Penalty: 4951.632812
	Iteration 59Q: 3 clusters Score -2715757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2715749.000000 Penalty: 4951.632812
	Iteration 60F: 3 clusters Score -2715749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2715749.500000 Penalty: 4951.632812
	Iteration 61Q: 3 clusters Score -2715750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2715753.750000 Penalty: 4951.632812
	Iteration 62Q: 3 clusters Score -2715754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2715752.750000 Penalty: 4951.632812
	Iteration 63Q: 3 clusters Score -2715753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2715752.750000 Penalty: 4951.632812
	Iteration 64F: 3 clusters Score -2715753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -262011.125000 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -262011.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -259332.187500 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -259332.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -259833.359375 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -259833.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -259988.718750 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -259988.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -260119.828125 Penalty: 3772.521240
	Iteration 3F: 3 clusters Score -260119.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -260271.296875 Penalty: 3772.521240
	Iteration 4Q: 3 clusters Score -260271.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -260440.484375 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -260440.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -260637.359375 Penalty: 3772.521240
	Iteration 6F: 3 clusters Score -260637.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -260780.250000 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -260780.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -260924.234375 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -260924.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -261022.812500 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -261022.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261126.468750 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -261126.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -261170.375000 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -261170.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -261198.562500 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -261198.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -261224.078125 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -261224.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -261253.234375 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -261253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -261269.000000 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -261269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -261277.265625 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -261277.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -261279.703125 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -261279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -261281.031250 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -261281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -261282.953125 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -261283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -261286.468750 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -261286.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -261292.750000 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -261292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -261297.843750 Penalty: 3772.521240
	Iteration 22Q: 3 clusters Score -261297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -261297.890625 Penalty: 3772.521240
	Iteration 23Q: 3 clusters Score -261297.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -261297.890625 Penalty: 3772.521240
	Iteration 24F: 3 clusters Score -261297.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -86835.648438 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -86835.65 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 407 members 
Entering Unmasked Estep 
Score: -85248.851562 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -85248.85 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86008.601562 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -86008.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -86644.476562 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -86644.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -86888.890625 Penalty: 3314.947021
	Iteration 3F: 3 clusters Score -86888.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -86955.414062 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -86955.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -86990.859375 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -86990.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -86999.070312 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -86999.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -86999.070312 Penalty: 3314.947021
	Iteration 7F: 3 clusters Score -86999.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17802 members 
Mstep: Class 5 contains 11465 members 
Mstep: Class 6 contains 11539 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 36762 members 
Mstep: Class 9 contains 23288 members 
Mstep: Class 10 contains 61307 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192030 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17643 members 
Mstep: Class 21 contains 205092 members 
Mstep: Class 22 contains 13271 members 
Mstep: Class 23 contains 43351 members 
Mstep: Class 24 contains 21658 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 16013 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 201 members 
Entering Unmasked Estep 
Score: -133241008.000000 Penalty: 109857.531250
Splitting cluster 26 changes total score from -133242704.000000 to -133241008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (16013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Entering Unmasked Estep 
Score: -2164841.750000 Penalty: 2400.926758
	Iteration 0F: 2 clusters Score -2164842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2153263.250000 Penalty: 4801.853516
	Iteration 0F: 3 clusters Score -2153263 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2157085.500000 Penalty: 4801.853516
	Iteration 1F: 3 clusters Score -2157086 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2157522.250000 Penalty: 4801.853516
	Iteration 2F: 3 clusters Score -2157522 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2157877.500000 Penalty: 4801.853516
	Iteration 3Q: 3 clusters Score -2157878 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2158185.500000 Penalty: 4801.853516
	Iteration 4Q: 3 clusters Score -2158186 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2158455.500000 Penalty: 4801.853516
	Iteration 5Q: 3 clusters Score -2158456 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2158709.500000 Penalty: 4801.853516
	Iteration 6Q: 3 clusters Score -2158710 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2158968.000000 Penalty: 4801.853516
	Iteration 7Q: 3 clusters Score -2158968 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2159277.000000 Penalty: 4801.853516
	Iteration 8Q: 3 clusters Score -2159277 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2159596.250000 Penalty: 4801.853516
	Iteration 9Q: 3 clusters Score -2159596 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2159986.250000 Penalty: 4801.853516
	Iteration 10Q: 3 clusters Score -2159986 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2160412.750000 Penalty: 4801.853516
	Iteration 11Q: 3 clusters Score -2160413 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2160791.500000 Penalty: 4801.853516
	Iteration 12Q: 3 clusters Score -2160792 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2161120.000000 Penalty: 4801.853516
	Iteration 13Q: 3 clusters Score -2161120 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2161347.250000 Penalty: 4801.853516
	Iteration 14Q: 3 clusters Score -2161347 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2161515.250000 Penalty: 4801.853516
	Iteration 15Q: 3 clusters Score -2161515 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2161651.000000 Penalty: 4801.853516
	Iteration 16Q: 3 clusters Score -2161651 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2161745.750000 Penalty: 4801.853516
	Iteration 17Q: 3 clusters Score -2161746 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2161831.250000 Penalty: 4801.853516
	Iteration 18Q: 3 clusters Score -2161831 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2161910.750000 Penalty: 4801.853516
	Iteration 19Q: 3 clusters Score -2161911 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2161992.750000 Penalty: 4801.853516
	Iteration 20F: 3 clusters Score -2161993 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2162071.250000 Penalty: 4801.853516
	Iteration 21Q: 3 clusters Score -2162071 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2162127.750000 Penalty: 4801.853516
	Iteration 22Q: 3 clusters Score -2162128 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2162184.250000 Penalty: 4801.853516
	Iteration 23Q: 3 clusters Score -2162184 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2162240.500000 Penalty: 4801.853516
	Iteration 24Q: 3 clusters Score -2162240 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2162277.000000 Penalty: 4801.853516
	Iteration 25Q: 3 clusters Score -2162277 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2162319.000000 Penalty: 4801.853516
	Iteration 26Q: 3 clusters Score -2162319 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2162356.250000 Penalty: 4801.853516
	Iteration 27Q: 3 clusters Score -2162356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2162387.250000 Penalty: 4801.853516
	Iteration 28Q: 3 clusters Score -2162387 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2162411.250000 Penalty: 4801.853516
	Iteration 29Q: 3 clusters Score -2162411 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2162434.500000 Penalty: 4801.853516
	Iteration 30Q: 3 clusters Score -2162434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2162464.750000 Penalty: 4801.853516
	Iteration 31Q: 3 clusters Score -2162465 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2162487.250000 Penalty: 4801.853516
	Iteration 32Q: 3 clusters Score -2162487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2162506.500000 Penalty: 4801.853516
	Iteration 33Q: 3 clusters Score -2162506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2162528.250000 Penalty: 4801.853516
	Iteration 34Q: 3 clusters Score -2162528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2162549.500000 Penalty: 4801.853516
	Iteration 35Q: 3 clusters Score -2162550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2162578.250000 Penalty: 4801.853516
	Iteration 36Q: 3 clusters Score -2162578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2162600.250000 Penalty: 4801.853516
	Iteration 37Q: 3 clusters Score -2162600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2162619.500000 Penalty: 4801.853516
	Iteration 38Q: 3 clusters Score -2162620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2162662.000000 Penalty: 4801.853516
	Iteration 39Q: 3 clusters Score -2162662 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2162698.500000 Penalty: 4801.853516
	Iteration 40F: 3 clusters Score -2162698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2162724.000000 Penalty: 4801.853516
	Iteration 41Q: 3 clusters Score -2162724 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2162746.750000 Penalty: 4801.853516
	Iteration 42Q: 3 clusters Score -2162747 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2162774.250000 Penalty: 4801.853516
	Iteration 43Q: 3 clusters Score -2162774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2162789.000000 Penalty: 4801.853516
	Iteration 44Q: 3 clusters Score -2162789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2162801.000000 Penalty: 4801.853516
	Iteration 45Q: 3 clusters Score -2162801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2162808.000000 Penalty: 4801.853516
	Iteration 46Q: 3 clusters Score -2162808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2162823.250000 Penalty: 4801.853516
	Iteration 47Q: 3 clusters Score -2162823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2162827.500000 Penalty: 4801.853516
	Iteration 48Q: 3 clusters Score -2162828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2162838.750000 Penalty: 4801.853516
	Iteration 49Q: 3 clusters Score -2162839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2162841.000000 Penalty: 4801.853516
	Iteration 50Q: 3 clusters Score -2162841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2162848.750000 Penalty: 4801.853516
	Iteration 51Q: 3 clusters Score -2162849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2162862.500000 Penalty: 4801.853516
	Iteration 52Q: 3 clusters Score -2162862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2162866.500000 Penalty: 4801.853516
	Iteration 53Q: 3 clusters Score -2162866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2162869.250000 Penalty: 4801.853516
	Iteration 54Q: 3 clusters Score -2162869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2162878.250000 Penalty: 4801.853516
	Iteration 55Q: 3 clusters Score -2162878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2162887.250000 Penalty: 4801.853516
	Iteration 56Q: 3 clusters Score -2162887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2162899.750000 Penalty: 4801.853516
	Iteration 57Q: 3 clusters Score -2162900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2162901.250000 Penalty: 4801.853516
	Iteration 58Q: 3 clusters Score -2162901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2162902.750000 Penalty: 4801.853516
	Iteration 59Q: 3 clusters Score -2162903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2162904.000000 Penalty: 4801.853516
	Iteration 60F: 3 clusters Score -2162904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2162912.250000 Penalty: 4801.853516
	Iteration 61Q: 3 clusters Score -2162912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2162918.500000 Penalty: 4801.853516
	Iteration 62Q: 3 clusters Score -2162918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2162922.250000 Penalty: 4801.853516
	Iteration 63Q: 3 clusters Score -2162922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2162924.500000 Penalty: 4801.853516
	Iteration 64Q: 3 clusters Score -2162924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2162923.000000 Penalty: 4801.853516
	Iteration 65Q: 3 clusters Score -2162923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2162926.500000 Penalty: 4801.853516
	Iteration 66Q: 3 clusters Score -2162926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2162927.250000 Penalty: 4801.853516
	Iteration 67Q: 3 clusters Score -2162927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2162935.250000 Penalty: 4801.853516
	Iteration 68Q: 3 clusters Score -2162935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2162939.250000 Penalty: 4801.853516
	Iteration 69Q: 3 clusters Score -2162939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2162944.750000 Penalty: 4801.853516
	Iteration 70Q: 3 clusters Score -2162945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2162952.000000 Penalty: 4801.853516
	Iteration 71Q: 3 clusters Score -2162952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2162956.000000 Penalty: 4801.853516
	Iteration 72Q: 3 clusters Score -2162956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2162964.250000 Penalty: 4801.853516
	Iteration 73Q: 3 clusters Score -2162964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2162970.750000 Penalty: 4801.853516
	Iteration 74Q: 3 clusters Score -2162971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2162970.000000 Penalty: 4801.853516
	Iteration 75Q: 3 clusters Score -2162970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2162970.500000 Penalty: 4801.853516
	Iteration 76Q: 3 clusters Score -2162970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2162975.250000 Penalty: 4801.853516
	Iteration 77Q: 3 clusters Score -2162975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2162977.250000 Penalty: 4801.853516
	Iteration 78Q: 3 clusters Score -2162977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2162981.750000 Penalty: 4801.853516
	Iteration 79Q: 3 clusters Score -2162982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2162988.250000 Penalty: 4801.853516
	Iteration 80F: 3 clusters Score -2162988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2162986.000000 Penalty: 4801.853516
	Iteration 81Q: 3 clusters Score -2162986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2162991.000000 Penalty: 4801.853516
	Iteration 82Q: 3 clusters Score -2162991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2163002.500000 Penalty: 4801.853516
	Iteration 83Q: 3 clusters Score -2163002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2163014.000000 Penalty: 4801.853516
	Iteration 84Q: 3 clusters Score -2163014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2163017.000000 Penalty: 4801.853516
	Iteration 85Q: 3 clusters Score -2163017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2163012.750000 Penalty: 4801.853516
	Iteration 86Q: 3 clusters Score -2163013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2163020.500000 Penalty: 4801.853516
	Iteration 87Q: 3 clusters Score -2163020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2163026.250000 Penalty: 4801.853516
	Iteration 88Q: 3 clusters Score -2163026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2163028.250000 Penalty: 4801.853516
	Iteration 89Q: 3 clusters Score -2163028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2163034.250000 Penalty: 4801.853516
	Iteration 90Q: 3 clusters Score -2163034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2163038.250000 Penalty: 4801.853516
	Iteration 91Q: 3 clusters Score -2163038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2163043.000000 Penalty: 4801.853516
	Iteration 92Q: 3 clusters Score -2163043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2163043.250000 Penalty: 4801.853516
	Iteration 93Q: 3 clusters Score -2163043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2163045.000000 Penalty: 4801.853516
	Iteration 94Q: 3 clusters Score -2163045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2163051.000000 Penalty: 4801.853516
	Iteration 95Q: 3 clusters Score -2163051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2163050.750000 Penalty: 4801.853516
	Iteration 96Q: 3 clusters Score -2163051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2163056.500000 Penalty: 4801.853516
	Iteration 97Q: 3 clusters Score -2163056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2163059.000000 Penalty: 4801.853516
	Iteration 98Q: 3 clusters Score -2163059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2163063.250000 Penalty: 4801.853516
	Iteration 99Q: 3 clusters Score -2163063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2163060.250000 Penalty: 4801.853516
	Iteration 100F: 3 clusters Score -2163060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2163059.750000 Penalty: 4801.853516
	Iteration 101Q: 3 clusters Score -2163060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2163066.250000 Penalty: 4801.853516
	Iteration 102Q: 3 clusters Score -2163066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2163070.000000 Penalty: 4801.853516
	Iteration 103Q: 3 clusters Score -2163070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2163063.750000 Penalty: 4801.853516
	Iteration 104Q: 3 clusters Score -2163064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2163070.000000 Penalty: 4801.853516
	Iteration 105Q: 3 clusters Score -2163070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2163078.000000 Penalty: 4801.853516
	Iteration 106Q: 3 clusters Score -2163078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2163088.000000 Penalty: 4801.853516
	Iteration 107Q: 3 clusters Score -2163088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2163087.250000 Penalty: 4801.853516
	Iteration 108Q: 3 clusters Score -2163087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2163088.500000 Penalty: 4801.853516
	Iteration 109Q: 3 clusters Score -2163088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2163091.000000 Penalty: 4801.853516
	Iteration 110Q: 3 clusters Score -2163091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2163093.000000 Penalty: 4801.853516
	Iteration 111Q: 3 clusters Score -2163093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2163097.000000 Penalty: 4801.853516
	Iteration 112Q: 3 clusters Score -2163097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2163096.250000 Penalty: 4801.853516
	Iteration 113Q: 3 clusters Score -2163096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2163100.000000 Penalty: 4801.853516
	Iteration 114Q: 3 clusters Score -2163100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2163100.250000 Penalty: 4801.853516
	Iteration 115Q: 3 clusters Score -2163100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2163103.250000 Penalty: 4801.853516
	Iteration 116Q: 3 clusters Score -2163103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2163103.000000 Penalty: 4801.853516
	Iteration 117Q: 3 clusters Score -2163103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2163106.750000 Penalty: 4801.853516
	Iteration 118Q: 3 clusters Score -2163107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2163110.500000 Penalty: 4801.853516
	Iteration 119Q: 3 clusters Score -2163110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2163114.250000 Penalty: 4801.853516
	Iteration 120F: 3 clusters Score -2163114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2163116.750000 Penalty: 4801.853516
	Iteration 121Q: 3 clusters Score -2163117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2163115.750000 Penalty: 4801.853516
	Iteration 122Q: 3 clusters Score -2163116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2163120.000000 Penalty: 4801.853516
	Iteration 123Q: 3 clusters Score -2163120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2163117.000000 Penalty: 4801.853516
	Iteration 124Q: 3 clusters Score -2163117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2163120.250000 Penalty: 4801.853516
	Iteration 125Q: 3 clusters Score -2163120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2163122.250000 Penalty: 4801.853516
	Iteration 126Q: 3 clusters Score -2163122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2163120.250000 Penalty: 4801.853516
	Iteration 127Q: 3 clusters Score -2163120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2163123.500000 Penalty: 4801.853516
	Iteration 128Q: 3 clusters Score -2163124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2163123.500000 Penalty: 4801.853516
	Iteration 129Q: 3 clusters Score -2163124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2163124.250000 Penalty: 4801.853516
	Iteration 130Q: 3 clusters Score -2163124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2163124.000000 Penalty: 4801.853516
	Iteration 131Q: 3 clusters Score -2163124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2163123.000000 Penalty: 4801.853516
	Iteration 132Q: 3 clusters Score -2163123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2163123.500000 Penalty: 4801.853516
	Iteration 133Q: 3 clusters Score -2163124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2163124.500000 Penalty: 4801.853516
	Iteration 134Q: 3 clusters Score -2163124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2163124.500000 Penalty: 4801.853516
	Iteration 135Q: 3 clusters Score -2163124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2163124.500000 Penalty: 4801.853516
	Iteration 136F: 3 clusters Score -2163124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -120400.132812 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -120400.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118497.679688 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -118497.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119410.085938 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -119410.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -120031.382812 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -120031.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -120510.984375 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -120511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -120859.148438 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -120859.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -121356.234375 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -121356.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -121608.468750 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -121608.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121706.554688 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -121706.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -121776.335938 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -121776.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -121857.406250 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -121857.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122033.320312 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -122033.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122193.812500 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -122193.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122297.789062 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -122297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -122351.312500 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -122351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122376.507812 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -122376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122386.859375 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -122386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122388.796875 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -122388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122392.476562 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -122392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122394.656250 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -122394.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122394.921875 Penalty: 3479.793213
	Iteration 19F: 3 clusters Score -122394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122397.578125 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -122397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -122405.226562 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -122405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -122435.703125 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -122435.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122506.078125 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -122506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122537.945312 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -122537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122541.859375 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -122541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -122549.093750 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -122549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122558.718750 Penalty: 3479.793213
	Iteration 27Q: 3 clusters Score -122558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -122561.375000 Penalty: 3479.793213
	Iteration 28Q: 3 clusters Score -122561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -122563.187500 Penalty: 3479.793213
	Iteration 29F: 3 clusters Score -122563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -122566.718750 Penalty: 3479.793213
	Iteration 30Q: 3 clusters Score -122566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122574.250000 Penalty: 3479.793213
	Iteration 31Q: 3 clusters Score -122574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -122579.039062 Penalty: 3479.793213
	Iteration 32Q: 3 clusters Score -122579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122617.578125 Penalty: 3479.793213
	Iteration 33Q: 3 clusters Score -122617.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122835.632812 Penalty: 3479.793213
	Iteration 34Q: 3 clusters Score -122835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122934.523438 Penalty: 3479.793213
	Iteration 35Q: 3 clusters Score -122934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122934.523438 Penalty: 3479.793213
	Iteration 36F: 3 clusters Score -122934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17802 members 
Mstep: Class 5 contains 11465 members 
Mstep: Class 6 contains 11539 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 36762 members 
Mstep: Class 9 contains 23288 members 
Mstep: Class 10 contains 61307 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192030 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17643 members 
Mstep: Class 21 contains 205092 members 
Mstep: Class 22 contains 13271 members 
Mstep: Class 23 contains 43351 members 
Mstep: Class 24 contains 21658 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16013 members 
Mstep: Class 28 contains 587 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 527 members 
Entering Unmasked Estep 
Score: -133243456.000000 Penalty: 109857.531250
Splitting cluster 28 changes total score from -133242704.000000 to -133243456.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 29 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -412922.843750 Penalty: 2030.726074
	Iteration 0F: 2 clusters Score -412922.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -409271.250000 Penalty: 4061.452148
	Iteration 0F: 3 clusters Score -409271.2 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -410093.187500 Penalty: 4061.452148
	Iteration 1F: 3 clusters Score -410093.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -410263.156250 Penalty: 4061.452148
	Iteration 2F: 3 clusters Score -410263.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -410348.218750 Penalty: 4061.452148
	Iteration 3Q: 3 clusters Score -410348.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -410402.968750 Penalty: 4061.452148
	Iteration 4Q: 3 clusters Score -410403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -410436.656250 Penalty: 4061.452148
	Iteration 5Q: 3 clusters Score -410436.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -410474.937500 Penalty: 4061.452148
	Iteration 6Q: 3 clusters Score -410474.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -410502.437500 Penalty: 4061.452148
	Iteration 7Q: 3 clusters Score -410502.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -410520.937500 Penalty: 4061.452148
	Iteration 8Q: 3 clusters Score -410520.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -410537.031250 Penalty: 4061.452148
	Iteration 9Q: 3 clusters Score -410537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -410551.218750 Penalty: 4061.452148
	Iteration 10Q: 3 clusters Score -410551.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -410563.125000 Penalty: 4061.452148
	Iteration 11Q: 3 clusters Score -410563.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -410575.656250 Penalty: 4061.452148
	Iteration 12Q: 3 clusters Score -410575.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -410586.843750 Penalty: 4061.452148
	Iteration 13Q: 3 clusters Score -410586.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -410595.843750 Penalty: 4061.452148
	Iteration 14Q: 3 clusters Score -410595.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -410603.500000 Penalty: 4061.452148
	Iteration 15Q: 3 clusters Score -410603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -410607.875000 Penalty: 4061.452148
	Iteration 16Q: 3 clusters Score -410607.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -410613.375000 Penalty: 4061.452148
	Iteration 17Q: 3 clusters Score -410613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -410618.000000 Penalty: 4061.452148
	Iteration 18Q: 3 clusters Score -410618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -410624.843750 Penalty: 4061.452148
	Iteration 19Q: 3 clusters Score -410624.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -410635.375000 Penalty: 4061.452148
	Iteration 20F: 3 clusters Score -410635.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -410641.437500 Penalty: 4061.452148
	Iteration 21Q: 3 clusters Score -410641.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -410647.937500 Penalty: 4061.452148
	Iteration 22Q: 3 clusters Score -410647.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -410654.093750 Penalty: 4061.452148
	Iteration 23Q: 3 clusters Score -410654.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -410660.750000 Penalty: 4061.452148
	Iteration 24Q: 3 clusters Score -410660.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -410670.281250 Penalty: 4061.452148
	Iteration 25Q: 3 clusters Score -410670.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -410680.625000 Penalty: 4061.452148
	Iteration 26Q: 3 clusters Score -410680.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -410690.906250 Penalty: 4061.452148
	Iteration 27Q: 3 clusters Score -410690.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -410701.156250 Penalty: 4061.452148
	Iteration 28Q: 3 clusters Score -410701.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -410707.218750 Penalty: 4061.452148
	Iteration 29Q: 3 clusters Score -410707.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -410714.531250 Penalty: 4061.452148
	Iteration 30Q: 3 clusters Score -410714.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -410721.437500 Penalty: 4061.452148
	Iteration 31Q: 3 clusters Score -410721.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -410728.406250 Penalty: 4061.452148
	Iteration 32Q: 3 clusters Score -410728.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -410732.781250 Penalty: 4061.452148
	Iteration 33Q: 3 clusters Score -410732.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -410739.281250 Penalty: 4061.452148
	Iteration 34Q: 3 clusters Score -410739.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -410747.250000 Penalty: 4061.452148
	Iteration 35Q: 3 clusters Score -410747.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -410759.375000 Penalty: 4061.452148
	Iteration 36Q: 3 clusters Score -410759.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -410776.812500 Penalty: 4061.452148
	Iteration 37Q: 3 clusters Score -410776.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -410793.187500 Penalty: 4061.452148
	Iteration 38Q: 3 clusters Score -410793.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -410811.718750 Penalty: 4061.452148
	Iteration 39Q: 3 clusters Score -410811.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -410824.125000 Penalty: 4061.452148
	Iteration 40F: 3 clusters Score -410824.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -410837.750000 Penalty: 4061.452148
	Iteration 41Q: 3 clusters Score -410837.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -410849.625000 Penalty: 4061.452148
	Iteration 42Q: 3 clusters Score -410849.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -410861.125000 Penalty: 4061.452148
	Iteration 43Q: 3 clusters Score -410861.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -410874.593750 Penalty: 4061.452148
	Iteration 44Q: 3 clusters Score -410874.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -410888.968750 Penalty: 4061.452148
	Iteration 45Q: 3 clusters Score -410889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -410901.437500 Penalty: 4061.452148
	Iteration 46Q: 3 clusters Score -410901.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -410912.468750 Penalty: 4061.452148
	Iteration 47Q: 3 clusters Score -410912.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -410921.406250 Penalty: 4061.452148
	Iteration 48Q: 3 clusters Score -410921.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -410931.625000 Penalty: 4061.452148
	Iteration 49Q: 3 clusters Score -410931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -410939.937500 Penalty: 4061.452148
	Iteration 50Q: 3 clusters Score -410939.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -410950.125000 Penalty: 4061.452148
	Iteration 51Q: 3 clusters Score -410950.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -410963.062500 Penalty: 4061.452148
	Iteration 52Q: 3 clusters Score -410963.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -410974.906250 Penalty: 4061.452148
	Iteration 53Q: 3 clusters Score -410974.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -410981.375000 Penalty: 4061.452148
	Iteration 54Q: 3 clusters Score -410981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -410985.281250 Penalty: 4061.452148
	Iteration 55Q: 3 clusters Score -410985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -410988.093750 Penalty: 4061.452148
	Iteration 56Q: 3 clusters Score -410988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -410990.375000 Penalty: 4061.452148
	Iteration 57Q: 3 clusters Score -410990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -410991.812500 Penalty: 4061.452148
	Iteration 58Q: 3 clusters Score -410991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -410993.843750 Penalty: 4061.452148
	Iteration 59Q: 3 clusters Score -410993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -410997.437500 Penalty: 4061.452148
	Iteration 60F: 3 clusters Score -410997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -410999.843750 Penalty: 4061.452148
	Iteration 61Q: 3 clusters Score -410999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -411001.343750 Penalty: 4061.452148
	Iteration 62Q: 3 clusters Score -411001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -411002.750000 Penalty: 4061.452148
	Iteration 63Q: 3 clusters Score -411002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -411003.281250 Penalty: 4061.452148
	Iteration 64Q: 3 clusters Score -411003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -411006.281250 Penalty: 4061.452148
	Iteration 65Q: 3 clusters Score -411006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -411008.218750 Penalty: 4061.452148
	Iteration 66Q: 3 clusters Score -411008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -411012.156250 Penalty: 4061.452148
	Iteration 67Q: 3 clusters Score -411012.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -411022.218750 Penalty: 4061.452148
	Iteration 68Q: 3 clusters Score -411022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -411028.968750 Penalty: 4061.452148
	Iteration 69Q: 3 clusters Score -411029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -411034.937500 Penalty: 4061.452148
	Iteration 70Q: 3 clusters Score -411034.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -411045.062500 Penalty: 4061.452148
	Iteration 71Q: 3 clusters Score -411045.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -411050.093750 Penalty: 4061.452148
	Iteration 72Q: 3 clusters Score -411050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -411054.375000 Penalty: 4061.452148
	Iteration 73Q: 3 clusters Score -411054.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -411062.125000 Penalty: 4061.452148
	Iteration 74Q: 3 clusters Score -411062.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -411070.718750 Penalty: 4061.452148
	Iteration 75Q: 3 clusters Score -411070.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -411079.468750 Penalty: 4061.452148
	Iteration 76Q: 3 clusters Score -411079.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -411087.656250 Penalty: 4061.452148
	Iteration 77Q: 3 clusters Score -411087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -411093.093750 Penalty: 4061.452148
	Iteration 78Q: 3 clusters Score -411093.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -411103.406250 Penalty: 4061.452148
	Iteration 79Q: 3 clusters Score -411103.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -411110.281250 Penalty: 4061.452148
	Iteration 80F: 3 clusters Score -411110.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -411116.531250 Penalty: 4061.452148
	Iteration 81Q: 3 clusters Score -411116.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -411120.625000 Penalty: 4061.452148
	Iteration 82Q: 3 clusters Score -411120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -411126.437500 Penalty: 4061.452148
	Iteration 83Q: 3 clusters Score -411126.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -411129.906250 Penalty: 4061.452148
	Iteration 84Q: 3 clusters Score -411129.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -411134.593750 Penalty: 4061.452148
	Iteration 85Q: 3 clusters Score -411134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -411140.031250 Penalty: 4061.452148
	Iteration 86Q: 3 clusters Score -411140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -411147.812500 Penalty: 4061.452148
	Iteration 87Q: 3 clusters Score -411147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -411154.156250 Penalty: 4061.452148
	Iteration 88Q: 3 clusters Score -411154.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -411160.531250 Penalty: 4061.452148
	Iteration 89Q: 3 clusters Score -411160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -411165.062500 Penalty: 4061.452148
	Iteration 90Q: 3 clusters Score -411165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -411170.031250 Penalty: 4061.452148
	Iteration 91Q: 3 clusters Score -411170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -411172.500000 Penalty: 4061.452148
	Iteration 92Q: 3 clusters Score -411172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -411173.687500 Penalty: 4061.452148
	Iteration 93Q: 3 clusters Score -411173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -411176.812500 Penalty: 4061.452148
	Iteration 94Q: 3 clusters Score -411176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -411179.250000 Penalty: 4061.452148
	Iteration 95Q: 3 clusters Score -411179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -411179.281250 Penalty: 4061.452148
	Iteration 96Q: 3 clusters Score -411179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -411179.656250 Penalty: 4061.452148
	Iteration 97Q: 3 clusters Score -411179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -411179.656250 Penalty: 4061.452148
	Iteration 98F: 3 clusters Score -411179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -114941.750000 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -114941.8 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 422 members 
Entering Unmasked Estep 
Score: -113071.234375 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -113071.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -113311.218750 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -113311.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113403.773438 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -113403.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -113450.375000 Penalty: 3377.830566
	Iteration 3Q: 3 clusters Score -113450.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113478.359375 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -113478.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113497.460938 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -113497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113505.007812 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -113505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113513.164062 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -113513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113515.023438 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -113515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113515.023438 Penalty: 3377.830566
	Iteration 9F: 3 clusters Score -113515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -197562.968750 Penalty: 1820.366455
	Iteration 0F: 2 clusters Score -197563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -195250.906250 Penalty: 3640.732910
	Iteration 0F: 3 clusters Score -195250.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195730.296875 Penalty: 3640.732910
	Iteration 1F: 3 clusters Score -195730.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -195930.812500 Penalty: 3640.732910
	Iteration 2F: 3 clusters Score -195930.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -196198.359375 Penalty: 3640.732910
	Iteration 3F: 3 clusters Score -196198.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -196515.515625 Penalty: 3640.732910
	Iteration 4F: 3 clusters Score -196515.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -196836.750000 Penalty: 3640.732910
	Iteration 5F: 3 clusters Score -196836.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -197122.250000 Penalty: 3640.732910
	Iteration 6F: 3 clusters Score -197122.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197334.968750 Penalty: 3640.732910
	Iteration 7Q: 3 clusters Score -197335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -197400.312500 Penalty: 3640.732910
	Iteration 8Q: 3 clusters Score -197400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -197410.312500 Penalty: 3640.732910
	Iteration 9Q: 3 clusters Score -197410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -197412.296875 Penalty: 3640.732910
	Iteration 10Q: 3 clusters Score -197412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -197414.171875 Penalty: 3640.732910
	Iteration 11Q: 3 clusters Score -197414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -197414.750000 Penalty: 3640.732910
	Iteration 12Q: 3 clusters Score -197414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -197414.750000 Penalty: 3640.732910
	Iteration 13F: 3 clusters Score -197414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17802 members 
Mstep: Class 5 contains 11465 members 
Mstep: Class 6 contains 11539 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 36762 members 
Mstep: Class 9 contains 23288 members 
Mstep: Class 10 contains 61307 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192030 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17643 members 
Mstep: Class 21 contains 205092 members 
Mstep: Class 22 contains 13271 members 
Mstep: Class 23 contains 43351 members 
Mstep: Class 24 contains 21658 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16013 members 
Mstep: Class 28 contains 587 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243472.000000 Penalty: 109857.531250
Iteration 159Q: 33 clusters Score -1.332435e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17799 members 
Mstep: Class 5 contains 11458 members 
Mstep: Class 6 contains 11540 members 
Mstep: Class 7 contains 45115 members 
Mstep: Class 8 contains 36763 members 
Mstep: Class 9 contains 23288 members 
Mstep: Class 10 contains 61300 members 
Mstep: Class 11 contains 190414 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192037 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41767 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 205092 members 
Mstep: Class 22 contains 13273 members 
Mstep: Class 23 contains 43351 members 
Mstep: Class 24 contains 21658 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16014 members 
Mstep: Class 28 contains 598 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243536.000000 Penalty: 109857.531250
Iteration 160F: 33 clusters Score -1.332435e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17797 members 
Mstep: Class 5 contains 11455 members 
Mstep: Class 6 contains 11540 members 
Mstep: Class 7 contains 45119 members 
Mstep: Class 8 contains 36763 members 
Mstep: Class 9 contains 23288 members 
Mstep: Class 10 contains 61288 members 
Mstep: Class 11 contains 190414 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192052 members 
Mstep: Class 14 contains 370 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 2222 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 205085 members 
Mstep: Class 22 contains 13275 members 
Mstep: Class 23 contains 43352 members 
Mstep: Class 24 contains 21660 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 16016 members 
Mstep: Class 28 contains 607 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243720.000000 Penalty: 109857.531250
Iteration 161Q: 33 clusters Score -1.332437e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17795 members 
Mstep: Class 5 contains 11452 members 
Mstep: Class 6 contains 11540 members 
Mstep: Class 7 contains 45120 members 
Mstep: Class 8 contains 36763 members 
Mstep: Class 9 contains 23286 members 
Mstep: Class 10 contains 61279 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192059 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41767 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 205077 members 
Mstep: Class 22 contains 13279 members 
Mstep: Class 23 contains 43355 members 
Mstep: Class 24 contains 21660 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 798 members 
Mstep: Class 27 contains 16017 members 
Mstep: Class 28 contains 616 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243728.000000 Penalty: 109857.531250
Iteration 162Q: 33 clusters Score -1.332437e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17794 members 
Mstep: Class 5 contains 11449 members 
Mstep: Class 6 contains 11540 members 
Mstep: Class 7 contains 45122 members 
Mstep: Class 8 contains 36760 members 
Mstep: Class 9 contains 23289 members 
Mstep: Class 10 contains 61267 members 
Mstep: Class 11 contains 190419 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192059 members 
Mstep: Class 14 contains 340 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205076 members 
Mstep: Class 22 contains 13281 members 
Mstep: Class 23 contains 43359 members 
Mstep: Class 24 contains 21661 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 798 members 
Mstep: Class 27 contains 16020 members 
Mstep: Class 28 contains 637 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243968.000000 Penalty: 109857.531250
Iteration 163Q: 33 clusters Score -1.33244e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17792 members 
Mstep: Class 5 contains 11446 members 
Mstep: Class 6 contains 11540 members 
Mstep: Class 7 contains 45123 members 
Mstep: Class 8 contains 36758 members 
Mstep: Class 9 contains 23290 members 
Mstep: Class 10 contains 61260 members 
Mstep: Class 11 contains 190420 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192059 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 205079 members 
Mstep: Class 22 contains 13283 members 
Mstep: Class 23 contains 43362 members 
Mstep: Class 24 contains 21661 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 798 members 
Mstep: Class 27 contains 16022 members 
Mstep: Class 28 contains 663 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244064.000000 Penalty: 109857.531250
Iteration 164Q: 33 clusters Score -1.332441e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17790 members 
Mstep: Class 5 contains 11443 members 
Mstep: Class 6 contains 11541 members 
Mstep: Class 7 contains 45124 members 
Mstep: Class 8 contains 36760 members 
Mstep: Class 9 contains 23291 members 
Mstep: Class 10 contains 61257 members 
Mstep: Class 11 contains 190418 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192050 members 
Mstep: Class 14 contains 303 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 205079 members 
Mstep: Class 22 contains 13286 members 
Mstep: Class 23 contains 43363 members 
Mstep: Class 24 contains 21660 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 798 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244152.000000 Penalty: 109857.531250
Iteration 165Q: 33 clusters Score -1.332442e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17789 members 
Mstep: Class 5 contains 11439 members 
Mstep: Class 6 contains 11539 members 
Mstep: Class 7 contains 45128 members 
Mstep: Class 8 contains 36759 members 
Mstep: Class 9 contains 23293 members 
Mstep: Class 10 contains 61247 members 
Mstep: Class 11 contains 190424 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192034 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41767 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 205088 members 
Mstep: Class 22 contains 13288 members 
Mstep: Class 23 contains 43364 members 
Mstep: Class 24 contains 21659 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 798 members 
Mstep: Class 27 contains 16032 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244280.000000 Penalty: 109857.531250
Iteration 166Q: 33 clusters Score -1.332443e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17787 members 
Mstep: Class 5 contains 11434 members 
Mstep: Class 6 contains 11538 members 
Mstep: Class 7 contains 45133 members 
Mstep: Class 8 contains 36761 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 10 contains 61242 members 
Mstep: Class 11 contains 190424 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192037 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 205087 members 
Mstep: Class 22 contains 13290 members 
Mstep: Class 23 contains 43366 members 
Mstep: Class 24 contains 21660 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16033 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244224.000000 Penalty: 109857.531250
Iteration 167Q: 33 clusters Score -1.332442e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17785 members 
Mstep: Class 5 contains 11429 members 
Mstep: Class 6 contains 11537 members 
Mstep: Class 7 contains 45133 members 
Mstep: Class 8 contains 36761 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 10 contains 61237 members 
Mstep: Class 11 contains 190426 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192042 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17635 members 
Mstep: Class 21 contains 205089 members 
Mstep: Class 22 contains 13291 members 
Mstep: Class 23 contains 43368 members 
Mstep: Class 24 contains 21663 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16034 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244152.000000 Penalty: 109857.531250
Iteration 168Q: 33 clusters Score -1.332442e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17782 members 
Mstep: Class 5 contains 11427 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 45131 members 
Mstep: Class 8 contains 36762 members 
Mstep: Class 9 contains 23283 members 
Mstep: Class 10 contains 61232 members 
Mstep: Class 11 contains 190429 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192042 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 205092 members 
Mstep: Class 22 contains 13295 members 
Mstep: Class 23 contains 43369 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16035 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244264.000000 Penalty: 109857.531250
Iteration 169Q: 33 clusters Score -1.332443e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17780 members 
Mstep: Class 5 contains 11425 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 45128 members 
Mstep: Class 8 contains 36763 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 10 contains 61227 members 
Mstep: Class 11 contains 190429 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192053 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 205089 members 
Mstep: Class 22 contains 13296 members 
Mstep: Class 23 contains 43370 members 
Mstep: Class 24 contains 21667 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16036 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244264.000000 Penalty: 109857.531250
Iteration 170Q: 33 clusters Score -1.332443e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17778 members 
Mstep: Class 5 contains 11425 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 45126 members 
Mstep: Class 8 contains 36765 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 10 contains 61221 members 
Mstep: Class 11 contains 190429 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192058 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205086 members 
Mstep: Class 22 contains 13297 members 
Mstep: Class 23 contains 43370 members 
Mstep: Class 24 contains 21667 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244296.000000 Penalty: 109857.531250
Iteration 171Q: 33 clusters Score -1.332443e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17774 members 
Mstep: Class 5 contains 11424 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 45116 members 
Mstep: Class 8 contains 36773 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 10 contains 61216 members 
Mstep: Class 11 contains 190427 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192080 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41766 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205069 members 
Mstep: Class 22 contains 13298 members 
Mstep: Class 23 contains 43372 members 
Mstep: Class 24 contains 21667 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16040 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244280.000000 Penalty: 109857.531250
Iteration 172Q: 33 clusters Score -1.332443e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17771 members 
Mstep: Class 5 contains 11422 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 36776 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 10 contains 61214 members 
Mstep: Class 11 contains 190427 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192089 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41764 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205065 members 
Mstep: Class 22 contains 13298 members 
Mstep: Class 23 contains 43373 members 
Mstep: Class 24 contains 21667 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16043 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244256.000000 Penalty: 109857.531250
Iteration 173Q: 33 clusters Score -1.332443e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17767 members 
Mstep: Class 5 contains 11421 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 45104 members 
Mstep: Class 8 contains 36777 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 10 contains 61213 members 
Mstep: Class 11 contains 190428 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192087 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41764 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205076 members 
Mstep: Class 22 contains 13298 members 
Mstep: Class 23 contains 43376 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16044 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244248.000000 Penalty: 109857.531250
Iteration 174Q: 33 clusters Score -1.332442e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17766 members 
Mstep: Class 5 contains 11421 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 45102 members 
Mstep: Class 8 contains 36778 members 
Mstep: Class 9 contains 23279 members 
Mstep: Class 10 contains 61212 members 
Mstep: Class 11 contains 190424 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192086 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41763 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205076 members 
Mstep: Class 22 contains 13300 members 
Mstep: Class 23 contains 43380 members 
Mstep: Class 24 contains 21667 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244128.000000 Penalty: 109857.531250
Iteration 175Q: 33 clusters Score -1.332441e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17764 members 
Mstep: Class 5 contains 11421 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45097 members 
Mstep: Class 8 contains 36778 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 10 contains 61210 members 
Mstep: Class 11 contains 190424 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192079 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41763 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 205084 members 
Mstep: Class 22 contains 13304 members 
Mstep: Class 23 contains 43381 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1542 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244112.000000 Penalty: 109857.531250
Iteration 176Q: 33 clusters Score -1.332441e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17763 members 
Mstep: Class 5 contains 11420 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45098 members 
Mstep: Class 8 contains 36776 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 10 contains 61210 members 
Mstep: Class 11 contains 190424 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192062 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41765 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 21 contains 205103 members 
Mstep: Class 22 contains 13307 members 
Mstep: Class 23 contains 43381 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244088.000000 Penalty: 109857.531250
Iteration 177Q: 33 clusters Score -1.332441e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 11420 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45097 members 
Mstep: Class 8 contains 36777 members 
Mstep: Class 9 contains 23279 members 
Mstep: Class 10 contains 61207 members 
Mstep: Class 11 contains 190423 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 192046 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 21 contains 205120 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 43381 members 
Mstep: Class 24 contains 21671 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244144.000000 Penalty: 109857.531250
Iteration 178Q: 33 clusters Score -1.332441e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17757 members 
Mstep: Class 5 contains 11419 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45092 members 
Mstep: Class 8 contains 36782 members 
Mstep: Class 9 contains 23278 members 
Mstep: Class 10 contains 61205 members 
Mstep: Class 11 contains 190422 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 192048 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41765 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 205127 members 
Mstep: Class 22 contains 13314 members 
Mstep: Class 23 contains 43382 members 
Mstep: Class 24 contains 21672 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244120.000000 Penalty: 109857.531250
Iteration 179Q: 33 clusters Score -1.332441e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17751 members 
Mstep: Class 5 contains 11419 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45090 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 23277 members 
Mstep: Class 10 contains 61199 members 
Mstep: Class 11 contains 190421 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 192046 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41765 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17643 members 
Mstep: Class 21 contains 205133 members 
Mstep: Class 22 contains 13316 members 
Mstep: Class 23 contains 43383 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16047 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244080.000000 Penalty: 109857.531250
Iteration 180F: 33 clusters Score -1.332441e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17745 members 
Mstep: Class 5 contains 11418 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45086 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 23276 members 
Mstep: Class 10 contains 61188 members 
Mstep: Class 11 contains 190420 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192038 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41767 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 205158 members 
Mstep: Class 22 contains 13317 members 
Mstep: Class 23 contains 43384 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16047 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244096.000000 Penalty: 109857.531250
Iteration 181Q: 33 clusters Score -1.332441e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17742 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45083 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 23278 members 
Mstep: Class 10 contains 61184 members 
Mstep: Class 11 contains 190419 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192036 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41767 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 205168 members 
Mstep: Class 22 contains 13320 members 
Mstep: Class 23 contains 43383 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16047 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244112.000000 Penalty: 109857.531250
Iteration 182Q: 33 clusters Score -1.332441e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17736 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45081 members 
Mstep: Class 8 contains 36786 members 
Mstep: Class 9 contains 23278 members 
Mstep: Class 10 contains 61179 members 
Mstep: Class 11 contains 190418 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192037 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41769 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 205177 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 43382 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16047 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244128.000000 Penalty: 109857.531250
Iteration 183Q: 33 clusters Score -1.332441e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17735 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45080 members 
Mstep: Class 8 contains 36786 members 
Mstep: Class 9 contains 23278 members 
Mstep: Class 10 contains 61172 members 
Mstep: Class 11 contains 190417 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192040 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41772 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 205172 members 
Mstep: Class 22 contains 13325 members 
Mstep: Class 23 contains 43384 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244096.000000 Penalty: 109857.531250
Iteration 184Q: 33 clusters Score -1.332441e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17731 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45080 members 
Mstep: Class 8 contains 36786 members 
Mstep: Class 9 contains 23277 members 
Mstep: Class 10 contains 61165 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192035 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41777 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 205173 members 
Mstep: Class 22 contains 13330 members 
Mstep: Class 23 contains 43387 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244080.000000 Penalty: 109857.531250
Iteration 185Q: 33 clusters Score -1.332441e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17729 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45080 members 
Mstep: Class 8 contains 36787 members 
Mstep: Class 9 contains 23276 members 
Mstep: Class 10 contains 61160 members 
Mstep: Class 11 contains 190417 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192042 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41779 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 205168 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 43388 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244064.000000 Penalty: 109857.531250
Iteration 186Q: 33 clusters Score -1.332441e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17727 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45080 members 
Mstep: Class 8 contains 36786 members 
Mstep: Class 9 contains 23276 members 
Mstep: Class 10 contains 61158 members 
Mstep: Class 11 contains 190417 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192042 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41781 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 205164 members 
Mstep: Class 22 contains 13335 members 
Mstep: Class 23 contains 43389 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244072.000000 Penalty: 109857.531250
Iteration 187Q: 33 clusters Score -1.332441e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17727 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45078 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 23276 members 
Mstep: Class 10 contains 61158 members 
Mstep: Class 11 contains 190417 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192045 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41780 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 205155 members 
Mstep: Class 22 contains 13342 members 
Mstep: Class 23 contains 43390 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16047 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244000.000000 Penalty: 109857.531250
Iteration 188Q: 33 clusters Score -1.33244e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17727 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45077 members 
Mstep: Class 8 contains 36783 members 
Mstep: Class 9 contains 23273 members 
Mstep: Class 10 contains 61158 members 
Mstep: Class 11 contains 190418 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192040 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41781 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 205153 members 
Mstep: Class 22 contains 13352 members 
Mstep: Class 23 contains 43393 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244000.000000 Penalty: 109857.531250
Iteration 189Q: 33 clusters Score -1.33244e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17725 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45077 members 
Mstep: Class 8 contains 36781 members 
Mstep: Class 9 contains 23268 members 
Mstep: Class 10 contains 61156 members 
Mstep: Class 11 contains 190418 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192036 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41782 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 205157 members 
Mstep: Class 22 contains 13361 members 
Mstep: Class 23 contains 43394 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16049 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244032.000000 Penalty: 109857.531250
Iteration 190Q: 33 clusters Score -1.33244e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17724 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45078 members 
Mstep: Class 8 contains 36781 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 61153 members 
Mstep: Class 11 contains 190417 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192033 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41782 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 205157 members 
Mstep: Class 22 contains 13365 members 
Mstep: Class 23 contains 43395 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16049 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244032.000000 Penalty: 109857.531250
Iteration 191Q: 33 clusters Score -1.33244e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17722 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45076 members 
Mstep: Class 8 contains 36781 members 
Mstep: Class 9 contains 23262 members 
Mstep: Class 10 contains 61147 members 
Mstep: Class 11 contains 190417 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192038 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41783 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 205163 members 
Mstep: Class 22 contains 13367 members 
Mstep: Class 23 contains 43395 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16050 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244048.000000 Penalty: 109857.531250
Iteration 192Q: 33 clusters Score -1.33244e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17720 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45076 members 
Mstep: Class 8 contains 36781 members 
Mstep: Class 9 contains 23260 members 
Mstep: Class 10 contains 61143 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192042 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41784 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17643 members 
Mstep: Class 21 contains 205158 members 
Mstep: Class 22 contains 13368 members 
Mstep: Class 23 contains 43397 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16051 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243984.000000 Penalty: 109857.531250
Iteration 193Q: 33 clusters Score -1.33244e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17719 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45073 members 
Mstep: Class 8 contains 36782 members 
Mstep: Class 9 contains 23257 members 
Mstep: Class 10 contains 61143 members 
Mstep: Class 11 contains 190415 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192038 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41783 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17643 members 
Mstep: Class 21 contains 205163 members 
Mstep: Class 22 contains 13370 members 
Mstep: Class 23 contains 43398 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243992.000000 Penalty: 109857.531250
Iteration 194Q: 33 clusters Score -1.33244e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17717 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45070 members 
Mstep: Class 8 contains 36783 members 
Mstep: Class 9 contains 23257 members 
Mstep: Class 10 contains 61141 members 
Mstep: Class 11 contains 190415 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192036 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41783 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 205163 members 
Mstep: Class 22 contains 13374 members 
Mstep: Class 23 contains 43399 members 
Mstep: Class 24 contains 21672 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3603 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243984.000000 Penalty: 109857.531250
Iteration 195Q: 33 clusters Score -1.33244e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17717 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45069 members 
Mstep: Class 8 contains 36786 members 
Mstep: Class 9 contains 23257 members 
Mstep: Class 10 contains 61140 members 
Mstep: Class 11 contains 190415 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192034 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41782 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2222 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 21 contains 205167 members 
Mstep: Class 22 contains 13376 members 
Mstep: Class 23 contains 43400 members 
Mstep: Class 24 contains 21671 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244072.000000 Penalty: 109857.531250
Iteration 196Q: 33 clusters Score -1.332441e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17716 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45068 members 
Mstep: Class 8 contains 36791 members 
Mstep: Class 9 contains 23255 members 
Mstep: Class 10 contains 61140 members 
Mstep: Class 11 contains 190414 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192037 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41781 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 205169 members 
Mstep: Class 22 contains 13377 members 
Mstep: Class 23 contains 43400 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244136.000000 Penalty: 109857.531250
Iteration 197Q: 33 clusters Score -1.332441e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17714 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45068 members 
Mstep: Class 8 contains 36790 members 
Mstep: Class 9 contains 23254 members 
Mstep: Class 10 contains 61135 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192039 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41780 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 21 contains 205171 members 
Mstep: Class 22 contains 13379 members 
Mstep: Class 23 contains 43400 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133244168.000000 Penalty: 109857.531250
Iteration 198Q: 33 clusters Score -1.332442e+08 nChanged 43
Entering ConstructFrom: 
Score: -133244168.000000 Penalty: 109857.531250
Entering ConstructFrom: 
Trying to split cluster 1 (55101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Entering Unmasked Estep 
Score: -7246434.000000 Penalty: 2707.396973
	Iteration 0F: 2 clusters Score -7246434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -7209257.500000 Penalty: 5414.793945
	Iteration 0F: 3 clusters Score -7209258 nChanged 25733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -7223575.000000 Penalty: 5414.793945
	Iteration 1F: 3 clusters Score -7223575 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -7224335.000000 Penalty: 5414.793945
	Iteration 2Q: 3 clusters Score -7224335 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -7225323.000000 Penalty: 5414.793945
	Iteration 3Q: 3 clusters Score -7225323 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -7226936.000000 Penalty: 5414.793945
	Iteration 4F: 3 clusters Score -7226936 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -7229433.500000 Penalty: 5414.793945
	Iteration 5F: 3 clusters Score -7229434 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7232844.000000 Penalty: 5414.793945
	Iteration 6F: 3 clusters Score -7232844 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -7236641.000000 Penalty: 5414.793945
	Iteration 7F: 3 clusters Score -7236641 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -7239686.000000 Penalty: 5414.793945
	Iteration 8F: 3 clusters Score -7239686 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -7241648.500000 Penalty: 5414.793945
	Iteration 9Q: 3 clusters Score -7241648 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -7242799.000000 Penalty: 5414.793945
	Iteration 10Q: 3 clusters Score -7242799 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -7243405.000000 Penalty: 5414.793945
	Iteration 11Q: 3 clusters Score -7243405 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -7243724.000000 Penalty: 5414.793945
	Iteration 12Q: 3 clusters Score -7243724 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -7243950.500000 Penalty: 5414.793945
	Iteration 13Q: 3 clusters Score -7243950 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -7244057.500000 Penalty: 5414.793945
	Iteration 14Q: 3 clusters Score -7244058 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -7244122.000000 Penalty: 5414.793945
	Iteration 15Q: 3 clusters Score -7244122 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -7244156.500000 Penalty: 5414.793945
	Iteration 16Q: 3 clusters Score -7244156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -7244205.000000 Penalty: 5414.793945
	Iteration 17Q: 3 clusters Score -7244205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -7244207.500000 Penalty: 5414.793945
	Iteration 18Q: 3 clusters Score -7244208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -7244229.500000 Penalty: 5414.793945
	Iteration 19Q: 3 clusters Score -7244230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -7244242.500000 Penalty: 5414.793945
	Iteration 20F: 3 clusters Score -7244242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -7244235.000000 Penalty: 5414.793945
	Iteration 21Q: 3 clusters Score -7244235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -7244254.000000 Penalty: 5414.793945
	Iteration 22Q: 3 clusters Score -7244254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -7244268.500000 Penalty: 5414.793945
	Iteration 23Q: 3 clusters Score -7244268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -7244281.000000 Penalty: 5414.793945
	Iteration 24Q: 3 clusters Score -7244281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -7244285.500000 Penalty: 5414.793945
	Iteration 25Q: 3 clusters Score -7244286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -7244291.000000 Penalty: 5414.793945
	Iteration 26Q: 3 clusters Score -7244291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -7244314.000000 Penalty: 5414.793945
	Iteration 27Q: 3 clusters Score -7244314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -7244329.500000 Penalty: 5414.793945
	Iteration 28Q: 3 clusters Score -7244330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -7244334.500000 Penalty: 5414.793945
	Iteration 29Q: 3 clusters Score -7244334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -7244337.500000 Penalty: 5414.793945
	Iteration 30Q: 3 clusters Score -7244338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -7244343.000000 Penalty: 5414.793945
	Iteration 31Q: 3 clusters Score -7244343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -7244351.000000 Penalty: 5414.793945
	Iteration 32Q: 3 clusters Score -7244351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -7244358.000000 Penalty: 5414.793945
	Iteration 33Q: 3 clusters Score -7244358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -7244366.500000 Penalty: 5414.793945
	Iteration 34Q: 3 clusters Score -7244366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -7244364.000000 Penalty: 5414.793945
	Iteration 35Q: 3 clusters Score -7244364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -7244369.000000 Penalty: 5414.793945
	Iteration 36Q: 3 clusters Score -7244369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -7244366.500000 Penalty: 5414.793945
	Iteration 37Q: 3 clusters Score -7244366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -7244373.000000 Penalty: 5414.793945
	Iteration 38Q: 3 clusters Score -7244373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -7244381.000000 Penalty: 5414.793945
	Iteration 39Q: 3 clusters Score -7244381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -7244379.500000 Penalty: 5414.793945
	Iteration 40F: 3 clusters Score -7244380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -7244382.500000 Penalty: 5414.793945
	Iteration 41Q: 3 clusters Score -7244382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -7244385.500000 Penalty: 5414.793945
	Iteration 42Q: 3 clusters Score -7244386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -7244395.000000 Penalty: 5414.793945
	Iteration 43Q: 3 clusters Score -7244395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -7244398.000000 Penalty: 5414.793945
	Iteration 44Q: 3 clusters Score -7244398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -7244399.000000 Penalty: 5414.793945
	Iteration 45Q: 3 clusters Score -7244399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -7244399.000000 Penalty: 5414.793945
	Iteration 46Q: 3 clusters Score -7244399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -7244394.000000 Penalty: 5414.793945
	Iteration 47Q: 3 clusters Score -7244394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -7244398.000000 Penalty: 5414.793945
	Iteration 48Q: 3 clusters Score -7244398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -7244408.500000 Penalty: 5414.793945
	Iteration 49Q: 3 clusters Score -7244408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -7244402.500000 Penalty: 5414.793945
	Iteration 50Q: 3 clusters Score -7244402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7244406.500000 Penalty: 5414.793945
	Iteration 51Q: 3 clusters Score -7244406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7244406.500000 Penalty: 5414.793945
	Iteration 52F: 3 clusters Score -7244406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -324398.125000 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -324398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321357.375000 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -321357.4 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -321972.468750 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -321972.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -322152.281250 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -322152.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -322235.500000 Penalty: 3907.940918
	Iteration 3Q: 3 clusters Score -322235.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -322293.500000 Penalty: 3907.940918
	Iteration 4Q: 3 clusters Score -322293.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -322332.468750 Penalty: 3907.940918
	Iteration 5Q: 3 clusters Score -322332.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -322359.687500 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -322359.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -322381.906250 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -322381.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -322406.218750 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -322406.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -322430.656250 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -322430.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -322447.625000 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -322447.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -322460.875000 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -322460.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -322472.906250 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -322472.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -322484.437500 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -322484.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -322497.937500 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -322497.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322508.812500 Penalty: 3907.940918
	Iteration 15Q: 3 clusters Score -322508.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322527.125000 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -322527.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -322547.062500 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -322547.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -322566.500000 Penalty: 3907.940918
	Iteration 18Q: 3 clusters Score -322566.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -322588.343750 Penalty: 3907.940918
	Iteration 19Q: 3 clusters Score -322588.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -322605.375000 Penalty: 3907.940918
	Iteration 20F: 3 clusters Score -322605.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -322630.468750 Penalty: 3907.940918
	Iteration 21Q: 3 clusters Score -322630.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -322656.156250 Penalty: 3907.940918
	Iteration 22Q: 3 clusters Score -322656.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -322676.906250 Penalty: 3907.940918
	Iteration 23Q: 3 clusters Score -322676.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -322705.562500 Penalty: 3907.940918
	Iteration 24Q: 3 clusters Score -322705.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -322743.750000 Penalty: 3907.940918
	Iteration 25Q: 3 clusters Score -322743.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -322776.687500 Penalty: 3907.940918
	Iteration 26Q: 3 clusters Score -322776.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -322804.968750 Penalty: 3907.940918
	Iteration 27Q: 3 clusters Score -322805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -322828.812500 Penalty: 3907.940918
	Iteration 28Q: 3 clusters Score -322828.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -322841.812500 Penalty: 3907.940918
	Iteration 29Q: 3 clusters Score -322841.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -322855.781250 Penalty: 3907.940918
	Iteration 30Q: 3 clusters Score -322855.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -322866.625000 Penalty: 3907.940918
	Iteration 31Q: 3 clusters Score -322866.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -322875.218750 Penalty: 3907.940918
	Iteration 32Q: 3 clusters Score -322875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322880.343750 Penalty: 3907.940918
	Iteration 33Q: 3 clusters Score -322880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -322885.968750 Penalty: 3907.940918
	Iteration 34Q: 3 clusters Score -322886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -322890.937500 Penalty: 3907.940918
	Iteration 35Q: 3 clusters Score -322890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -322894.218750 Penalty: 3907.940918
	Iteration 36Q: 3 clusters Score -322894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -322897.468750 Penalty: 3907.940918
	Iteration 37Q: 3 clusters Score -322897.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -322898.031250 Penalty: 3907.940918
	Iteration 38Q: 3 clusters Score -322898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -322898.031250 Penalty: 3907.940918
	Iteration 39F: 3 clusters Score -322898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -62180.933594 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -62180.93 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 288 members 
Entering Unmasked Estep 
Score: -60626.406250 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60626.41 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61009.863281 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -61009.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61312.960938 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -61312.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61677.105469 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -61677.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61971.558594 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -61971.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62180.050781 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -62180.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -62288.226562 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -62288.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -62380.984375 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -62380.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -62475.699219 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -62475.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -62535.777344 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -62535.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -62577.820312 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -62577.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -62610.203125 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -62610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -62623.890625 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -62623.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -62633.234375 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -62633.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -62643.558594 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -62643.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -62658.484375 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -62658.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -62661.195312 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -62661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -62667.640625 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -62667.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -62671.414062 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -62671.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -62672.921875 Penalty: 3162.856689
	Iteration 19Q: 3 clusters Score -62672.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -62675.804688 Penalty: 3162.856689
	Iteration 20F: 3 clusters Score -62675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -62681.226562 Penalty: 3162.856689
	Iteration 21Q: 3 clusters Score -62681.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -62681.226562 Penalty: 3162.856689
	Iteration 22F: 3 clusters Score -62681.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 476 members 
Mstep: Class 4 contains 17709 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45067 members 
Mstep: Class 8 contains 36792 members 
Mstep: Class 9 contains 23254 members 
Mstep: Class 10 contains 61129 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192044 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41780 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205177 members 
Mstep: Class 22 contains 13381 members 
Mstep: Class 23 contains 43400 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 112 members 
Entering Unmasked Estep 
Score: -133242888.000000 Penalty: 113290.578125
Splitting cluster 3 changes total score from -133244168.000000 to -133242888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Entering Unmasked Estep 
Score: -2396539.250000 Penalty: 2425.893311
	Iteration 0F: 2 clusters Score -2396539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2383839.500000 Penalty: 4851.786621
	Iteration 0F: 3 clusters Score -2383840 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2387889.500000 Penalty: 4851.786621
	Iteration 1F: 3 clusters Score -2387890 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2388330.750000 Penalty: 4851.786621
	Iteration 2F: 3 clusters Score -2388331 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2388640.750000 Penalty: 4851.786621
	Iteration 3Q: 3 clusters Score -2388641 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2388905.500000 Penalty: 4851.786621
	Iteration 4Q: 3 clusters Score -2388906 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2389128.500000 Penalty: 4851.786621
	Iteration 5Q: 3 clusters Score -2389128 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2389309.500000 Penalty: 4851.786621
	Iteration 6Q: 3 clusters Score -2389310 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2389503.000000 Penalty: 4851.786621
	Iteration 7Q: 3 clusters Score -2389503 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2389657.500000 Penalty: 4851.786621
	Iteration 8Q: 3 clusters Score -2389658 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2389833.250000 Penalty: 4851.786621
	Iteration 9Q: 3 clusters Score -2389833 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2390002.750000 Penalty: 4851.786621
	Iteration 10Q: 3 clusters Score -2390003 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2390183.750000 Penalty: 4851.786621
	Iteration 11Q: 3 clusters Score -2390184 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2390389.000000 Penalty: 4851.786621
	Iteration 12Q: 3 clusters Score -2390389 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2390628.750000 Penalty: 4851.786621
	Iteration 13Q: 3 clusters Score -2390629 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2390954.750000 Penalty: 4851.786621
	Iteration 14Q: 3 clusters Score -2390955 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2391307.500000 Penalty: 4851.786621
	Iteration 15Q: 3 clusters Score -2391308 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2391697.500000 Penalty: 4851.786621
	Iteration 16Q: 3 clusters Score -2391698 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2392036.250000 Penalty: 4851.786621
	Iteration 17Q: 3 clusters Score -2392036 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2392290.750000 Penalty: 4851.786621
	Iteration 18Q: 3 clusters Score -2392291 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2392453.250000 Penalty: 4851.786621
	Iteration 19Q: 3 clusters Score -2392453 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2392524.250000 Penalty: 4851.786621
	Iteration 20F: 3 clusters Score -2392524 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2392569.750000 Penalty: 4851.786621
	Iteration 21Q: 3 clusters Score -2392570 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2392599.750000 Penalty: 4851.786621
	Iteration 22Q: 3 clusters Score -2392600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2392622.000000 Penalty: 4851.786621
	Iteration 23Q: 3 clusters Score -2392622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2392635.250000 Penalty: 4851.786621
	Iteration 24Q: 3 clusters Score -2392635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2392654.500000 Penalty: 4851.786621
	Iteration 25Q: 3 clusters Score -2392654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2392664.000000 Penalty: 4851.786621
	Iteration 26Q: 3 clusters Score -2392664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2392672.000000 Penalty: 4851.786621
	Iteration 27Q: 3 clusters Score -2392672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2392667.000000 Penalty: 4851.786621
	Iteration 28Q: 3 clusters Score -2392667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2392680.500000 Penalty: 4851.786621
	Iteration 29Q: 3 clusters Score -2392680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2392672.500000 Penalty: 4851.786621
	Iteration 30Q: 3 clusters Score -2392672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2392685.000000 Penalty: 4851.786621
	Iteration 31Q: 3 clusters Score -2392685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2392683.000000 Penalty: 4851.786621
	Iteration 32Q: 3 clusters Score -2392683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2392686.750000 Penalty: 4851.786621
	Iteration 33Q: 3 clusters Score -2392687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2392693.000000 Penalty: 4851.786621
	Iteration 34Q: 3 clusters Score -2392693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2392698.750000 Penalty: 4851.786621
	Iteration 35Q: 3 clusters Score -2392699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2392703.500000 Penalty: 4851.786621
	Iteration 36Q: 3 clusters Score -2392704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2392713.000000 Penalty: 4851.786621
	Iteration 37Q: 3 clusters Score -2392713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2392712.500000 Penalty: 4851.786621
	Iteration 38Q: 3 clusters Score -2392712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2392715.750000 Penalty: 4851.786621
	Iteration 39Q: 3 clusters Score -2392716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2392720.000000 Penalty: 4851.786621
	Iteration 40F: 3 clusters Score -2392720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2392722.000000 Penalty: 4851.786621
	Iteration 41Q: 3 clusters Score -2392722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2392729.250000 Penalty: 4851.786621
	Iteration 42Q: 3 clusters Score -2392729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2392725.500000 Penalty: 4851.786621
	Iteration 43Q: 3 clusters Score -2392726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2392730.000000 Penalty: 4851.786621
	Iteration 44Q: 3 clusters Score -2392730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2392728.750000 Penalty: 4851.786621
	Iteration 45Q: 3 clusters Score -2392729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2392731.250000 Penalty: 4851.786621
	Iteration 46Q: 3 clusters Score -2392731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2392745.500000 Penalty: 4851.786621
	Iteration 47Q: 3 clusters Score -2392746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2392746.000000 Penalty: 4851.786621
	Iteration 48Q: 3 clusters Score -2392746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2392750.250000 Penalty: 4851.786621
	Iteration 49Q: 3 clusters Score -2392750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2392753.750000 Penalty: 4851.786621
	Iteration 50Q: 3 clusters Score -2392754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2392758.750000 Penalty: 4851.786621
	Iteration 51Q: 3 clusters Score -2392759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2392761.500000 Penalty: 4851.786621
	Iteration 52Q: 3 clusters Score -2392762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2392762.500000 Penalty: 4851.786621
	Iteration 53Q: 3 clusters Score -2392762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2392763.500000 Penalty: 4851.786621
	Iteration 54Q: 3 clusters Score -2392764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2392771.750000 Penalty: 4851.786621
	Iteration 55Q: 3 clusters Score -2392772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2392777.250000 Penalty: 4851.786621
	Iteration 56Q: 3 clusters Score -2392777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2392786.500000 Penalty: 4851.786621
	Iteration 57Q: 3 clusters Score -2392786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2392796.250000 Penalty: 4851.786621
	Iteration 58Q: 3 clusters Score -2392796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2392801.250000 Penalty: 4851.786621
	Iteration 59Q: 3 clusters Score -2392801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2392808.000000 Penalty: 4851.786621
	Iteration 60F: 3 clusters Score -2392808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2392804.750000 Penalty: 4851.786621
	Iteration 61Q: 3 clusters Score -2392805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2392817.000000 Penalty: 4851.786621
	Iteration 62Q: 3 clusters Score -2392817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2392814.250000 Penalty: 4851.786621
	Iteration 63Q: 3 clusters Score -2392814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2392823.750000 Penalty: 4851.786621
	Iteration 64Q: 3 clusters Score -2392824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2392826.500000 Penalty: 4851.786621
	Iteration 65Q: 3 clusters Score -2392826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2392828.250000 Penalty: 4851.786621
	Iteration 66Q: 3 clusters Score -2392828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2392828.000000 Penalty: 4851.786621
	Iteration 67Q: 3 clusters Score -2392828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2392830.000000 Penalty: 4851.786621
	Iteration 68Q: 3 clusters Score -2392830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2392828.750000 Penalty: 4851.786621
	Iteration 69Q: 3 clusters Score -2392829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2392830.750000 Penalty: 4851.786621
	Iteration 70Q: 3 clusters Score -2392831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2392825.750000 Penalty: 4851.786621
	Iteration 71Q: 3 clusters Score -2392826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2392833.750000 Penalty: 4851.786621
	Iteration 72Q: 3 clusters Score -2392834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2392833.750000 Penalty: 4851.786621
	Iteration 73Q: 3 clusters Score -2392834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2392837.250000 Penalty: 4851.786621
	Iteration 74Q: 3 clusters Score -2392837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2392841.500000 Penalty: 4851.786621
	Iteration 75Q: 3 clusters Score -2392842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2392842.500000 Penalty: 4851.786621
	Iteration 76Q: 3 clusters Score -2392842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2392839.000000 Penalty: 4851.786621
	Iteration 77Q: 3 clusters Score -2392839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2392844.250000 Penalty: 4851.786621
	Iteration 78Q: 3 clusters Score -2392844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2392855.250000 Penalty: 4851.786621
	Iteration 79Q: 3 clusters Score -2392855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2392862.500000 Penalty: 4851.786621
	Iteration 80F: 3 clusters Score -2392862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2392868.250000 Penalty: 4851.786621
	Iteration 81Q: 3 clusters Score -2392868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2392879.250000 Penalty: 4851.786621
	Iteration 82Q: 3 clusters Score -2392879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2392885.500000 Penalty: 4851.786621
	Iteration 83Q: 3 clusters Score -2392886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2392890.750000 Penalty: 4851.786621
	Iteration 84Q: 3 clusters Score -2392891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2392903.750000 Penalty: 4851.786621
	Iteration 85Q: 3 clusters Score -2392904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2392912.750000 Penalty: 4851.786621
	Iteration 86Q: 3 clusters Score -2392913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2392918.750000 Penalty: 4851.786621
	Iteration 87Q: 3 clusters Score -2392919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2392929.250000 Penalty: 4851.786621
	Iteration 88Q: 3 clusters Score -2392929 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2392941.000000 Penalty: 4851.786621
	Iteration 89Q: 3 clusters Score -2392941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2392936.500000 Penalty: 4851.786621
	Iteration 90Q: 3 clusters Score -2392936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2392942.000000 Penalty: 4851.786621
	Iteration 91Q: 3 clusters Score -2392942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2392965.750000 Penalty: 4851.786621
	Iteration 92Q: 3 clusters Score -2392966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2392974.500000 Penalty: 4851.786621
	Iteration 93Q: 3 clusters Score -2392974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2392995.750000 Penalty: 4851.786621
	Iteration 94Q: 3 clusters Score -2392996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2393013.250000 Penalty: 4851.786621
	Iteration 95Q: 3 clusters Score -2393013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2393015.750000 Penalty: 4851.786621
	Iteration 96Q: 3 clusters Score -2393016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2393029.000000 Penalty: 4851.786621
	Iteration 97Q: 3 clusters Score -2393029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2393039.250000 Penalty: 4851.786621
	Iteration 98Q: 3 clusters Score -2393039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2393062.000000 Penalty: 4851.786621
	Iteration 99Q: 3 clusters Score -2393062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2393073.000000 Penalty: 4851.786621
	Iteration 100F: 3 clusters Score -2393073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2393081.500000 Penalty: 4851.786621
	Iteration 101Q: 3 clusters Score -2393082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2393109.250000 Penalty: 4851.786621
	Iteration 102Q: 3 clusters Score -2393109 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2393126.250000 Penalty: 4851.786621
	Iteration 103Q: 3 clusters Score -2393126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2393149.250000 Penalty: 4851.786621
	Iteration 104Q: 3 clusters Score -2393149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2393157.750000 Penalty: 4851.786621
	Iteration 105Q: 3 clusters Score -2393158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2393172.250000 Penalty: 4851.786621
	Iteration 106Q: 3 clusters Score -2393172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2393182.000000 Penalty: 4851.786621
	Iteration 107Q: 3 clusters Score -2393182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2393197.500000 Penalty: 4851.786621
	Iteration 108Q: 3 clusters Score -2393198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2393216.750000 Penalty: 4851.786621
	Iteration 109Q: 3 clusters Score -2393217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2393226.250000 Penalty: 4851.786621
	Iteration 110Q: 3 clusters Score -2393226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2393246.250000 Penalty: 4851.786621
	Iteration 111Q: 3 clusters Score -2393246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2393265.250000 Penalty: 4851.786621
	Iteration 112Q: 3 clusters Score -2393265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2393273.250000 Penalty: 4851.786621
	Iteration 113Q: 3 clusters Score -2393273 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2393294.250000 Penalty: 4851.786621
	Iteration 114Q: 3 clusters Score -2393294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2393303.000000 Penalty: 4851.786621
	Iteration 115Q: 3 clusters Score -2393303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2393326.250000 Penalty: 4851.786621
	Iteration 116Q: 3 clusters Score -2393326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2393343.750000 Penalty: 4851.786621
	Iteration 117Q: 3 clusters Score -2393344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2393354.250000 Penalty: 4851.786621
	Iteration 118Q: 3 clusters Score -2393354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2393378.750000 Penalty: 4851.786621
	Iteration 119Q: 3 clusters Score -2393379 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2393395.750000 Penalty: 4851.786621
	Iteration 120F: 3 clusters Score -2393396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2393407.750000 Penalty: 4851.786621
	Iteration 121Q: 3 clusters Score -2393408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2393420.000000 Penalty: 4851.786621
	Iteration 122Q: 3 clusters Score -2393420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2393441.000000 Penalty: 4851.786621
	Iteration 123Q: 3 clusters Score -2393441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2393447.500000 Penalty: 4851.786621
	Iteration 124Q: 3 clusters Score -2393448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2393467.250000 Penalty: 4851.786621
	Iteration 125Q: 3 clusters Score -2393467 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2393486.000000 Penalty: 4851.786621
	Iteration 126Q: 3 clusters Score -2393486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2393500.500000 Penalty: 4851.786621
	Iteration 127Q: 3 clusters Score -2393500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2393521.750000 Penalty: 4851.786621
	Iteration 128Q: 3 clusters Score -2393522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2393558.500000 Penalty: 4851.786621
	Iteration 129Q: 3 clusters Score -2393558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2393588.000000 Penalty: 4851.786621
	Iteration 130Q: 3 clusters Score -2393588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2393624.250000 Penalty: 4851.786621
	Iteration 131Q: 3 clusters Score -2393624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2393666.000000 Penalty: 4851.786621
	Iteration 132Q: 3 clusters Score -2393666 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2393699.500000 Penalty: 4851.786621
	Iteration 133Q: 3 clusters Score -2393700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2393743.250000 Penalty: 4851.786621
	Iteration 134Q: 3 clusters Score -2393743 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2393785.250000 Penalty: 4851.786621
	Iteration 135Q: 3 clusters Score -2393785 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2393818.500000 Penalty: 4851.786621
	Iteration 136Q: 3 clusters Score -2393818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2393857.000000 Penalty: 4851.786621
	Iteration 137Q: 3 clusters Score -2393857 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2393891.500000 Penalty: 4851.786621
	Iteration 138Q: 3 clusters Score -2393892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2393922.750000 Penalty: 4851.786621
	Iteration 139Q: 3 clusters Score -2393923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2393955.500000 Penalty: 4851.786621
	Iteration 140F: 3 clusters Score -2393956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2393992.000000 Penalty: 4851.786621
	Iteration 141Q: 3 clusters Score -2393992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2394014.000000 Penalty: 4851.786621
	Iteration 142Q: 3 clusters Score -2394014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2394045.500000 Penalty: 4851.786621
	Iteration 143Q: 3 clusters Score -2394046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2394087.500000 Penalty: 4851.786621
	Iteration 144Q: 3 clusters Score -2394088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2394128.500000 Penalty: 4851.786621
	Iteration 145Q: 3 clusters Score -2394128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2394175.250000 Penalty: 4851.786621
	Iteration 146Q: 3 clusters Score -2394175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2394209.000000 Penalty: 4851.786621
	Iteration 147Q: 3 clusters Score -2394209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2394229.250000 Penalty: 4851.786621
	Iteration 148Q: 3 clusters Score -2394229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2394246.250000 Penalty: 4851.786621
	Iteration 149Q: 3 clusters Score -2394246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2394257.000000 Penalty: 4851.786621
	Iteration 150Q: 3 clusters Score -2394257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2394274.750000 Penalty: 4851.786621
	Iteration 151Q: 3 clusters Score -2394275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2394287.500000 Penalty: 4851.786621
	Iteration 152Q: 3 clusters Score -2394288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2394300.500000 Penalty: 4851.786621
	Iteration 153Q: 3 clusters Score -2394300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2394317.750000 Penalty: 4851.786621
	Iteration 154Q: 3 clusters Score -2394318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2394332.250000 Penalty: 4851.786621
	Iteration 155Q: 3 clusters Score -2394332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2394350.250000 Penalty: 4851.786621
	Iteration 156Q: 3 clusters Score -2394350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2394364.500000 Penalty: 4851.786621
	Iteration 157Q: 3 clusters Score -2394364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2394374.250000 Penalty: 4851.786621
	Iteration 158Q: 3 clusters Score -2394374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2394387.000000 Penalty: 4851.786621
	Iteration 159Q: 3 clusters Score -2394387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2394396.750000 Penalty: 4851.786621
	Iteration 160F: 3 clusters Score -2394397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2394404.000000 Penalty: 4851.786621
	Iteration 161Q: 3 clusters Score -2394404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2394411.500000 Penalty: 4851.786621
	Iteration 162Q: 3 clusters Score -2394412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2394427.000000 Penalty: 4851.786621
	Iteration 163Q: 3 clusters Score -2394427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2394443.250000 Penalty: 4851.786621
	Iteration 164Q: 3 clusters Score -2394443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2394449.250000 Penalty: 4851.786621
	Iteration 165Q: 3 clusters Score -2394449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2394448.000000 Penalty: 4851.786621
	Iteration 166Q: 3 clusters Score -2394448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2394451.250000 Penalty: 4851.786621
	Iteration 167Q: 3 clusters Score -2394451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2394457.000000 Penalty: 4851.786621
	Iteration 168Q: 3 clusters Score -2394457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2394462.250000 Penalty: 4851.786621
	Iteration 169Q: 3 clusters Score -2394462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2394463.500000 Penalty: 4851.786621
	Iteration 170Q: 3 clusters Score -2394464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2394466.250000 Penalty: 4851.786621
	Iteration 171Q: 3 clusters Score -2394466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2394467.500000 Penalty: 4851.786621
	Iteration 172Q: 3 clusters Score -2394468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2394470.000000 Penalty: 4851.786621
	Iteration 173Q: 3 clusters Score -2394470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2394474.000000 Penalty: 4851.786621
	Iteration 174Q: 3 clusters Score -2394474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2394474.000000 Penalty: 4851.786621
	Iteration 175F: 3 clusters Score -2394474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Entering Unmasked Estep 
Score: -1517736.625000 Penalty: 2316.963867
	Iteration 0F: 2 clusters Score -1517737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1509118.875000 Penalty: 4633.927734
	Iteration 0F: 3 clusters Score -1509119 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1511635.875000 Penalty: 4633.927734
	Iteration 1F: 3 clusters Score -1511636 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1511974.125000 Penalty: 4633.927734
	Iteration 2F: 3 clusters Score -1511974 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1512203.750000 Penalty: 4633.927734
	Iteration 3Q: 3 clusters Score -1512204 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1512405.375000 Penalty: 4633.927734
	Iteration 4Q: 3 clusters Score -1512405 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1512616.250000 Penalty: 4633.927734
	Iteration 5Q: 3 clusters Score -1512616 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1512900.875000 Penalty: 4633.927734
	Iteration 6Q: 3 clusters Score -1512901 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1513214.625000 Penalty: 4633.927734
	Iteration 7Q: 3 clusters Score -1513215 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1513621.375000 Penalty: 4633.927734
	Iteration 8F: 3 clusters Score -1513621 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1514104.500000 Penalty: 4633.927734
	Iteration 9F: 3 clusters Score -1514104 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1514552.750000 Penalty: 4633.927734
	Iteration 10Q: 3 clusters Score -1514553 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1514927.625000 Penalty: 4633.927734
	Iteration 11Q: 3 clusters Score -1514928 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1515191.625000 Penalty: 4633.927734
	Iteration 12Q: 3 clusters Score -1515192 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1515368.500000 Penalty: 4633.927734
	Iteration 13Q: 3 clusters Score -1515368 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1515469.250000 Penalty: 4633.927734
	Iteration 14Q: 3 clusters Score -1515469 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1515552.875000 Penalty: 4633.927734
	Iteration 15Q: 3 clusters Score -1515553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1515605.000000 Penalty: 4633.927734
	Iteration 16Q: 3 clusters Score -1515605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1515633.750000 Penalty: 4633.927734
	Iteration 17Q: 3 clusters Score -1515634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1515656.000000 Penalty: 4633.927734
	Iteration 18Q: 3 clusters Score -1515656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1515679.875000 Penalty: 4633.927734
	Iteration 19Q: 3 clusters Score -1515680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1515701.625000 Penalty: 4633.927734
	Iteration 20F: 3 clusters Score -1515702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1515717.750000 Penalty: 4633.927734
	Iteration 21Q: 3 clusters Score -1515718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1515722.750000 Penalty: 4633.927734
	Iteration 22Q: 3 clusters Score -1515723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1515734.500000 Penalty: 4633.927734
	Iteration 23Q: 3 clusters Score -1515734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1515739.375000 Penalty: 4633.927734
	Iteration 24Q: 3 clusters Score -1515739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1515739.375000 Penalty: 4633.927734
	Iteration 25F: 3 clusters Score -1515739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Entering Unmasked Estep 
Score: -1490480.875000 Penalty: 2319.557373
	Iteration 0F: 2 clusters Score -1490481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1481790.125000 Penalty: 4639.114746
	Iteration 0F: 3 clusters Score -1481790 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1484439.250000 Penalty: 4639.114746
	Iteration 1F: 3 clusters Score -1484439 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1484769.750000 Penalty: 4639.114746
	Iteration 2F: 3 clusters Score -1484770 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1484992.375000 Penalty: 4639.114746
	Iteration 3Q: 3 clusters Score -1484992 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1485207.125000 Penalty: 4639.114746
	Iteration 4Q: 3 clusters Score -1485207 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1485440.250000 Penalty: 4639.114746
	Iteration 5Q: 3 clusters Score -1485440 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1485736.875000 Penalty: 4639.114746
	Iteration 6Q: 3 clusters Score -1485737 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1486110.125000 Penalty: 4639.114746
	Iteration 7Q: 3 clusters Score -1486110 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1486579.375000 Penalty: 4639.114746
	Iteration 8Q: 3 clusters Score -1486579 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1487065.000000 Penalty: 4639.114746
	Iteration 9Q: 3 clusters Score -1487065 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1487484.000000 Penalty: 4639.114746
	Iteration 10Q: 3 clusters Score -1487484 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1487792.500000 Penalty: 4639.114746
	Iteration 11Q: 3 clusters Score -1487792 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1487997.625000 Penalty: 4639.114746
	Iteration 12Q: 3 clusters Score -1487998 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1488128.625000 Penalty: 4639.114746
	Iteration 13Q: 3 clusters Score -1488129 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1488216.500000 Penalty: 4639.114746
	Iteration 14Q: 3 clusters Score -1488216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1488292.750000 Penalty: 4639.114746
	Iteration 15Q: 3 clusters Score -1488293 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1488347.750000 Penalty: 4639.114746
	Iteration 16Q: 3 clusters Score -1488348 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1488384.750000 Penalty: 4639.114746
	Iteration 17Q: 3 clusters Score -1488385 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1488403.875000 Penalty: 4639.114746
	Iteration 18Q: 3 clusters Score -1488404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1488417.625000 Penalty: 4639.114746
	Iteration 19Q: 3 clusters Score -1488418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1488428.375000 Penalty: 4639.114746
	Iteration 20F: 3 clusters Score -1488428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1488429.125000 Penalty: 4639.114746
	Iteration 21Q: 3 clusters Score -1488429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1488436.625000 Penalty: 4639.114746
	Iteration 22Q: 3 clusters Score -1488437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1488441.375000 Penalty: 4639.114746
	Iteration 23Q: 3 clusters Score -1488441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1488442.000000 Penalty: 4639.114746
	Iteration 24Q: 3 clusters Score -1488442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1488452.375000 Penalty: 4639.114746
	Iteration 25Q: 3 clusters Score -1488452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1488451.750000 Penalty: 4639.114746
	Iteration 26Q: 3 clusters Score -1488452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1488455.125000 Penalty: 4639.114746
	Iteration 27Q: 3 clusters Score -1488455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1488457.000000 Penalty: 4639.114746
	Iteration 28Q: 3 clusters Score -1488457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1488457.750000 Penalty: 4639.114746
	Iteration 29Q: 3 clusters Score -1488458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1488461.875000 Penalty: 4639.114746
	Iteration 30Q: 3 clusters Score -1488462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1488459.375000 Penalty: 4639.114746
	Iteration 31Q: 3 clusters Score -1488459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1488459.875000 Penalty: 4639.114746
	Iteration 32Q: 3 clusters Score -1488460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1488461.625000 Penalty: 4639.114746
	Iteration 33Q: 3 clusters Score -1488462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1488458.750000 Penalty: 4639.114746
	Iteration 34Q: 3 clusters Score -1488459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1488459.750000 Penalty: 4639.114746
	Iteration 35Q: 3 clusters Score -1488460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1488465.125000 Penalty: 4639.114746
	Iteration 36Q: 3 clusters Score -1488465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1488469.875000 Penalty: 4639.114746
	Iteration 37Q: 3 clusters Score -1488470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1488467.750000 Penalty: 4639.114746
	Iteration 38Q: 3 clusters Score -1488468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1488471.250000 Penalty: 4639.114746
	Iteration 39Q: 3 clusters Score -1488471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1488472.375000 Penalty: 4639.114746
	Iteration 40F: 3 clusters Score -1488472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1488477.250000 Penalty: 4639.114746
	Iteration 41Q: 3 clusters Score -1488477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1488481.375000 Penalty: 4639.114746
	Iteration 42Q: 3 clusters Score -1488481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1488480.000000 Penalty: 4639.114746
	Iteration 43Q: 3 clusters Score -1488480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1488480.250000 Penalty: 4639.114746
	Iteration 44Q: 3 clusters Score -1488480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1488482.875000 Penalty: 4639.114746
	Iteration 45Q: 3 clusters Score -1488483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1488487.875000 Penalty: 4639.114746
	Iteration 46Q: 3 clusters Score -1488488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1488490.750000 Penalty: 4639.114746
	Iteration 47Q: 3 clusters Score -1488491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1488492.125000 Penalty: 4639.114746
	Iteration 48Q: 3 clusters Score -1488492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1488490.875000 Penalty: 4639.114746
	Iteration 49Q: 3 clusters Score -1488491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1488493.125000 Penalty: 4639.114746
	Iteration 50Q: 3 clusters Score -1488493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1488495.875000 Penalty: 4639.114746
	Iteration 51Q: 3 clusters Score -1488496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1488497.625000 Penalty: 4639.114746
	Iteration 52Q: 3 clusters Score -1488498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1488499.750000 Penalty: 4639.114746
	Iteration 53Q: 3 clusters Score -1488500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1488497.750000 Penalty: 4639.114746
	Iteration 54Q: 3 clusters Score -1488498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1488501.750000 Penalty: 4639.114746
	Iteration 55Q: 3 clusters Score -1488502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1488500.625000 Penalty: 4639.114746
	Iteration 56Q: 3 clusters Score -1488501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1488500.625000 Penalty: 4639.114746
	Iteration 57F: 3 clusters Score -1488501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Entering Unmasked Estep 
Score: -6043592.000000 Penalty: 2657.544434
	Iteration 0F: 2 clusters Score -6043592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -6013421.000000 Penalty: 5315.088867
	Iteration 0F: 3 clusters Score -6013421 nChanged 20550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -6024745.500000 Penalty: 5315.088867
	Iteration 1F: 3 clusters Score -6024746 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -6025278.500000 Penalty: 5315.088867
	Iteration 2Q: 3 clusters Score -6025278 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -6025725.000000 Penalty: 5315.088867
	Iteration 3Q: 3 clusters Score -6025725 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -6026121.000000 Penalty: 5315.088867
	Iteration 4Q: 3 clusters Score -6026121 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -6026457.000000 Penalty: 5315.088867
	Iteration 5Q: 3 clusters Score -6026457 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -6026764.000000 Penalty: 5315.088867
	Iteration 6Q: 3 clusters Score -6026764 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6027125.000000 Penalty: 5315.088867
	Iteration 7Q: 3 clusters Score -6027125 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -6027535.500000 Penalty: 5315.088867
	Iteration 8Q: 3 clusters Score -6027536 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -6028099.500000 Penalty: 5315.088867
	Iteration 9Q: 3 clusters Score -6028100 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -6028929.000000 Penalty: 5315.088867
	Iteration 10Q: 3 clusters Score -6028929 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -6030248.000000 Penalty: 5315.088867
	Iteration 11Q: 3 clusters Score -6030248 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -6032010.500000 Penalty: 5315.088867
	Iteration 12F: 3 clusters Score -6032010 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -6033986.500000 Penalty: 5315.088867
	Iteration 13F: 3 clusters Score -6033986 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -6035415.000000 Penalty: 5315.088867
	Iteration 14Q: 3 clusters Score -6035415 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -6036132.000000 Penalty: 5315.088867
	Iteration 15Q: 3 clusters Score -6036132 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -6036486.000000 Penalty: 5315.088867
	Iteration 16Q: 3 clusters Score -6036486 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -6036658.000000 Penalty: 5315.088867
	Iteration 17Q: 3 clusters Score -6036658 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -6036791.000000 Penalty: 5315.088867
	Iteration 18Q: 3 clusters Score -6036791 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -6036915.500000 Penalty: 5315.088867
	Iteration 19Q: 3 clusters Score -6036916 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -6037026.500000 Penalty: 5315.088867
	Iteration 20F: 3 clusters Score -6037026 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -6037131.000000 Penalty: 5315.088867
	Iteration 21Q: 3 clusters Score -6037131 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -6037227.000000 Penalty: 5315.088867
	Iteration 22Q: 3 clusters Score -6037227 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -6037276.000000 Penalty: 5315.088867
	Iteration 23Q: 3 clusters Score -6037276 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -6037317.500000 Penalty: 5315.088867
	Iteration 24Q: 3 clusters Score -6037318 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -6037377.000000 Penalty: 5315.088867
	Iteration 25Q: 3 clusters Score -6037377 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -6037433.000000 Penalty: 5315.088867
	Iteration 26Q: 3 clusters Score -6037433 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -6037516.000000 Penalty: 5315.088867
	Iteration 27Q: 3 clusters Score -6037516 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -6037546.000000 Penalty: 5315.088867
	Iteration 28Q: 3 clusters Score -6037546 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -6037584.000000 Penalty: 5315.088867
	Iteration 29Q: 3 clusters Score -6037584 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -6037637.000000 Penalty: 5315.088867
	Iteration 30Q: 3 clusters Score -6037637 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -6037705.500000 Penalty: 5315.088867
	Iteration 31Q: 3 clusters Score -6037706 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -6037751.500000 Penalty: 5315.088867
	Iteration 32Q: 3 clusters Score -6037752 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -6037819.500000 Penalty: 5315.088867
	Iteration 33Q: 3 clusters Score -6037820 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -6037887.500000 Penalty: 5315.088867
	Iteration 34Q: 3 clusters Score -6037888 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -6037980.000000 Penalty: 5315.088867
	Iteration 35Q: 3 clusters Score -6037980 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6038042.500000 Penalty: 5315.088867
	Iteration 36Q: 3 clusters Score -6038042 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -6038143.000000 Penalty: 5315.088867
	Iteration 37Q: 3 clusters Score -6038143 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -6038245.000000 Penalty: 5315.088867
	Iteration 38Q: 3 clusters Score -6038245 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -6038343.000000 Penalty: 5315.088867
	Iteration 39Q: 3 clusters Score -6038343 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -6038427.500000 Penalty: 5315.088867
	Iteration 40F: 3 clusters Score -6038428 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -6038560.500000 Penalty: 5315.088867
	Iteration 41Q: 3 clusters Score -6038560 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -6038635.500000 Penalty: 5315.088867
	Iteration 42Q: 3 clusters Score -6038636 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -6038732.000000 Penalty: 5315.088867
	Iteration 43Q: 3 clusters Score -6038732 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -6038868.000000 Penalty: 5315.088867
	Iteration 44Q: 3 clusters Score -6038868 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -6038990.000000 Penalty: 5315.088867
	Iteration 45Q: 3 clusters Score -6038990 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -6039101.000000 Penalty: 5315.088867
	Iteration 46Q: 3 clusters Score -6039101 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -6039256.000000 Penalty: 5315.088867
	Iteration 47Q: 3 clusters Score -6039256 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -6039436.000000 Penalty: 5315.088867
	Iteration 48Q: 3 clusters Score -6039436 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -6039577.000000 Penalty: 5315.088867
	Iteration 49Q: 3 clusters Score -6039577 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -6039798.000000 Penalty: 5315.088867
	Iteration 50Q: 3 clusters Score -6039798 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6039962.000000 Penalty: 5315.088867
	Iteration 51Q: 3 clusters Score -6039962 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6040107.000000 Penalty: 5315.088867
	Iteration 52Q: 3 clusters Score -6040107 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6040262.500000 Penalty: 5315.088867
	Iteration 53Q: 3 clusters Score -6040262 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6040393.000000 Penalty: 5315.088867
	Iteration 54Q: 3 clusters Score -6040393 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6040509.500000 Penalty: 5315.088867
	Iteration 55Q: 3 clusters Score -6040510 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6040624.000000 Penalty: 5315.088867
	Iteration 56Q: 3 clusters Score -6040624 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6040739.500000 Penalty: 5315.088867
	Iteration 57Q: 3 clusters Score -6040740 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6040819.500000 Penalty: 5315.088867
	Iteration 58Q: 3 clusters Score -6040820 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6040883.000000 Penalty: 5315.088867
	Iteration 59Q: 3 clusters Score -6040883 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6040945.500000 Penalty: 5315.088867
	Iteration 60F: 3 clusters Score -6040946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6041004.500000 Penalty: 5315.088867
	Iteration 61Q: 3 clusters Score -6041004 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6041042.000000 Penalty: 5315.088867
	Iteration 62Q: 3 clusters Score -6041042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6041075.500000 Penalty: 5315.088867
	Iteration 63Q: 3 clusters Score -6041076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6041119.000000 Penalty: 5315.088867
	Iteration 64Q: 3 clusters Score -6041119 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6041150.000000 Penalty: 5315.088867
	Iteration 65Q: 3 clusters Score -6041150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6041174.500000 Penalty: 5315.088867
	Iteration 66Q: 3 clusters Score -6041174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6041199.000000 Penalty: 5315.088867
	Iteration 67Q: 3 clusters Score -6041199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6041208.500000 Penalty: 5315.088867
	Iteration 68Q: 3 clusters Score -6041208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6041220.500000 Penalty: 5315.088867
	Iteration 69Q: 3 clusters Score -6041220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6041238.000000 Penalty: 5315.088867
	Iteration 70Q: 3 clusters Score -6041238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6041249.500000 Penalty: 5315.088867
	Iteration 71Q: 3 clusters Score -6041250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6041261.000000 Penalty: 5315.088867
	Iteration 72Q: 3 clusters Score -6041261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6041266.000000 Penalty: 5315.088867
	Iteration 73Q: 3 clusters Score -6041266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6041278.000000 Penalty: 5315.088867
	Iteration 74Q: 3 clusters Score -6041278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6041283.000000 Penalty: 5315.088867
	Iteration 75Q: 3 clusters Score -6041283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6041291.000000 Penalty: 5315.088867
	Iteration 76Q: 3 clusters Score -6041291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6041299.500000 Penalty: 5315.088867
	Iteration 77Q: 3 clusters Score -6041300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6041293.500000 Penalty: 5315.088867
	Iteration 78Q: 3 clusters Score -6041294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6041299.500000 Penalty: 5315.088867
	Iteration 79Q: 3 clusters Score -6041300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6041301.000000 Penalty: 5315.088867
	Iteration 80F: 3 clusters Score -6041301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6041303.000000 Penalty: 5315.088867
	Iteration 81Q: 3 clusters Score -6041303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6041303.000000 Penalty: 5315.088867
	Iteration 82F: 3 clusters Score -6041303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Entering Unmasked Estep 
Score: -4571541.500000 Penalty: 2607.232910
	Iteration 0F: 2 clusters Score -4571542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4546680.000000 Penalty: 5214.465820
	Iteration 0F: 3 clusters Score -4546680 nChanged 16633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4555917.000000 Penalty: 5214.465820
	Iteration 1F: 3 clusters Score -4555917 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -4556622.500000 Penalty: 5214.465820
	Iteration 2Q: 3 clusters Score -4556622 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4557396.000000 Penalty: 5214.465820
	Iteration 3Q: 3 clusters Score -4557396 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4558113.500000 Penalty: 5214.465820
	Iteration 4Q: 3 clusters Score -4558114 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4558932.500000 Penalty: 5214.465820
	Iteration 5Q: 3 clusters Score -4558932 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4559805.500000 Penalty: 5214.465820
	Iteration 6Q: 3 clusters Score -4559806 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -4560849.500000 Penalty: 5214.465820
	Iteration 7Q: 3 clusters Score -4560850 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4562098.000000 Penalty: 5214.465820
	Iteration 8F: 3 clusters Score -4562098 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -4563406.500000 Penalty: 5214.465820
	Iteration 9F: 3 clusters Score -4563406 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -4564525.500000 Penalty: 5214.465820
	Iteration 10Q: 3 clusters Score -4564526 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4565316.000000 Penalty: 5214.465820
	Iteration 11Q: 3 clusters Score -4565316 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4565780.500000 Penalty: 5214.465820
	Iteration 12Q: 3 clusters Score -4565780 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -4566054.500000 Penalty: 5214.465820
	Iteration 13Q: 3 clusters Score -4566054 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4566204.500000 Penalty: 5214.465820
	Iteration 14Q: 3 clusters Score -4566204 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4566325.500000 Penalty: 5214.465820
	Iteration 15Q: 3 clusters Score -4566326 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -4566422.500000 Penalty: 5214.465820
	Iteration 16Q: 3 clusters Score -4566422 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4566528.000000 Penalty: 5214.465820
	Iteration 17Q: 3 clusters Score -4566528 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -4566650.500000 Penalty: 5214.465820
	Iteration 18Q: 3 clusters Score -4566650 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -4566723.500000 Penalty: 5214.465820
	Iteration 19Q: 3 clusters Score -4566724 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -4566831.000000 Penalty: 5214.465820
	Iteration 20F: 3 clusters Score -4566831 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -4566953.500000 Penalty: 5214.465820
	Iteration 21Q: 3 clusters Score -4566954 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -4567052.500000 Penalty: 5214.465820
	Iteration 22Q: 3 clusters Score -4567052 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -4567165.000000 Penalty: 5214.465820
	Iteration 23Q: 3 clusters Score -4567165 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4567311.500000 Penalty: 5214.465820
	Iteration 24Q: 3 clusters Score -4567312 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4567442.500000 Penalty: 5214.465820
	Iteration 25Q: 3 clusters Score -4567442 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4567583.000000 Penalty: 5214.465820
	Iteration 26Q: 3 clusters Score -4567583 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4567733.500000 Penalty: 5214.465820
	Iteration 27Q: 3 clusters Score -4567734 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -4567866.500000 Penalty: 5214.465820
	Iteration 28Q: 3 clusters Score -4567866 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4568024.500000 Penalty: 5214.465820
	Iteration 29Q: 3 clusters Score -4568024 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4568145.000000 Penalty: 5214.465820
	Iteration 30Q: 3 clusters Score -4568145 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4568284.000000 Penalty: 5214.465820
	Iteration 31Q: 3 clusters Score -4568284 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4568394.000000 Penalty: 5214.465820
	Iteration 32Q: 3 clusters Score -4568394 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4568515.500000 Penalty: 5214.465820
	Iteration 33Q: 3 clusters Score -4568516 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4568610.500000 Penalty: 5214.465820
	Iteration 34Q: 3 clusters Score -4568610 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4568729.500000 Penalty: 5214.465820
	Iteration 35Q: 3 clusters Score -4568730 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4568817.500000 Penalty: 5214.465820
	Iteration 36Q: 3 clusters Score -4568818 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4568900.000000 Penalty: 5214.465820
	Iteration 37Q: 3 clusters Score -4568900 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4568991.500000 Penalty: 5214.465820
	Iteration 38Q: 3 clusters Score -4568992 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4569054.000000 Penalty: 5214.465820
	Iteration 39Q: 3 clusters Score -4569054 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4569128.500000 Penalty: 5214.465820
	Iteration 40F: 3 clusters Score -4569128 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4569169.500000 Penalty: 5214.465820
	Iteration 41Q: 3 clusters Score -4569170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4569200.500000 Penalty: 5214.465820
	Iteration 42Q: 3 clusters Score -4569200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4569241.500000 Penalty: 5214.465820
	Iteration 43Q: 3 clusters Score -4569242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -4569276.500000 Penalty: 5214.465820
	Iteration 44Q: 3 clusters Score -4569276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -4569297.500000 Penalty: 5214.465820
	Iteration 45Q: 3 clusters Score -4569298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -4569324.500000 Penalty: 5214.465820
	Iteration 46Q: 3 clusters Score -4569324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4569344.500000 Penalty: 5214.465820
	Iteration 47Q: 3 clusters Score -4569344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4569359.000000 Penalty: 5214.465820
	Iteration 48Q: 3 clusters Score -4569359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -4569387.500000 Penalty: 5214.465820
	Iteration 49Q: 3 clusters Score -4569388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4569394.000000 Penalty: 5214.465820
	Iteration 50Q: 3 clusters Score -4569394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -4569400.000000 Penalty: 5214.465820
	Iteration 51Q: 3 clusters Score -4569400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -4569406.000000 Penalty: 5214.465820
	Iteration 52Q: 3 clusters Score -4569406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4569414.500000 Penalty: 5214.465820
	Iteration 53Q: 3 clusters Score -4569414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4569419.500000 Penalty: 5214.465820
	Iteration 54Q: 3 clusters Score -4569420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -4569420.500000 Penalty: 5214.465820
	Iteration 55Q: 3 clusters Score -4569420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4569424.500000 Penalty: 5214.465820
	Iteration 56Q: 3 clusters Score -4569424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4569430.500000 Penalty: 5214.465820
	Iteration 57Q: 3 clusters Score -4569430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4569430.500000 Penalty: 5214.465820
	Iteration 58Q: 3 clusters Score -4569430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4569438.500000 Penalty: 5214.465820
	Iteration 59Q: 3 clusters Score -4569438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -4569438.000000 Penalty: 5214.465820
	Iteration 60F: 3 clusters Score -4569438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4569448.500000 Penalty: 5214.465820
	Iteration 61Q: 3 clusters Score -4569448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4569444.500000 Penalty: 5214.465820
	Iteration 62Q: 3 clusters Score -4569444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4569453.000000 Penalty: 5214.465820
	Iteration 63Q: 3 clusters Score -4569453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4569450.500000 Penalty: 5214.465820
	Iteration 64Q: 3 clusters Score -4569450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4569451.000000 Penalty: 5214.465820
	Iteration 65Q: 3 clusters Score -4569451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -4569453.000000 Penalty: 5214.465820
	Iteration 66Q: 3 clusters Score -4569453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4569450.500000 Penalty: 5214.465820
	Iteration 67Q: 3 clusters Score -4569450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4569456.000000 Penalty: 5214.465820
	Iteration 68Q: 3 clusters Score -4569456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4569456.500000 Penalty: 5214.465820
	Iteration 69Q: 3 clusters Score -4569456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4569459.000000 Penalty: 5214.465820
	Iteration 70Q: 3 clusters Score -4569459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4569462.000000 Penalty: 5214.465820
	Iteration 71Q: 3 clusters Score -4569462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4569458.500000 Penalty: 5214.465820
	Iteration 72Q: 3 clusters Score -4569458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4569461.500000 Penalty: 5214.465820
	Iteration 73Q: 3 clusters Score -4569462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4569461.500000 Penalty: 5214.465820
	Iteration 74F: 3 clusters Score -4569462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Entering Unmasked Estep 
Score: -3142848.000000 Penalty: 2493.449707
	Iteration 0F: 2 clusters Score -3142848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3126718.250000 Penalty: 4986.899414
	Iteration 0F: 3 clusters Score -3126718 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3132159.250000 Penalty: 4986.899414
	Iteration 1F: 3 clusters Score -3132159 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3132581.250000 Penalty: 4986.899414
	Iteration 2F: 3 clusters Score -3132581 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3132890.250000 Penalty: 4986.899414
	Iteration 3Q: 3 clusters Score -3132890 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3133187.500000 Penalty: 4986.899414
	Iteration 4Q: 3 clusters Score -3133188 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3133506.000000 Penalty: 4986.899414
	Iteration 5Q: 3 clusters Score -3133506 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3133870.250000 Penalty: 4986.899414
	Iteration 6Q: 3 clusters Score -3133870 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3134334.750000 Penalty: 4986.899414
	Iteration 7Q: 3 clusters Score -3134335 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3134985.250000 Penalty: 4986.899414
	Iteration 8Q: 3 clusters Score -3134985 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3135858.750000 Penalty: 4986.899414
	Iteration 9F: 3 clusters Score -3135859 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3136979.250000 Penalty: 4986.899414
	Iteration 10F: 3 clusters Score -3136979 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3138211.750000 Penalty: 4986.899414
	Iteration 11F: 3 clusters Score -3138212 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3139225.500000 Penalty: 4986.899414
	Iteration 12Q: 3 clusters Score -3139226 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3139886.250000 Penalty: 4986.899414
	Iteration 13Q: 3 clusters Score -3139886 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3140235.500000 Penalty: 4986.899414
	Iteration 14Q: 3 clusters Score -3140236 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3140429.250000 Penalty: 4986.899414
	Iteration 15Q: 3 clusters Score -3140429 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3140565.250000 Penalty: 4986.899414
	Iteration 16Q: 3 clusters Score -3140565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3140653.000000 Penalty: 4986.899414
	Iteration 17Q: 3 clusters Score -3140653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3140690.250000 Penalty: 4986.899414
	Iteration 18Q: 3 clusters Score -3140690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3140708.250000 Penalty: 4986.899414
	Iteration 19Q: 3 clusters Score -3140708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3140736.750000 Penalty: 4986.899414
	Iteration 20F: 3 clusters Score -3140737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3140759.000000 Penalty: 4986.899414
	Iteration 21Q: 3 clusters Score -3140759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3140777.500000 Penalty: 4986.899414
	Iteration 22Q: 3 clusters Score -3140778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3140787.250000 Penalty: 4986.899414
	Iteration 23Q: 3 clusters Score -3140787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3140794.500000 Penalty: 4986.899414
	Iteration 24Q: 3 clusters Score -3140794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3140798.250000 Penalty: 4986.899414
	Iteration 25Q: 3 clusters Score -3140798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3140799.500000 Penalty: 4986.899414
	Iteration 26Q: 3 clusters Score -3140800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3140804.750000 Penalty: 4986.899414
	Iteration 27Q: 3 clusters Score -3140805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3140805.000000 Penalty: 4986.899414
	Iteration 28Q: 3 clusters Score -3140805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3140809.750000 Penalty: 4986.899414
	Iteration 29Q: 3 clusters Score -3140810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3140807.750000 Penalty: 4986.899414
	Iteration 30Q: 3 clusters Score -3140808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3140809.750000 Penalty: 4986.899414
	Iteration 31Q: 3 clusters Score -3140810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3140809.750000 Penalty: 4986.899414
	Iteration 32Q: 3 clusters Score -3140810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3140809.750000 Penalty: 4986.899414
	Iteration 33F: 3 clusters Score -3140810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Entering Unmasked Estep 
Score: -8187020.500000 Penalty: 2733.143799
	Iteration 0F: 2 clusters Score -8187020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -8145926.000000 Penalty: 5466.287598
	Iteration 0F: 3 clusters Score -8145926 nChanged 28537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -8161758.500000 Penalty: 5466.287598
	Iteration 1F: 3 clusters Score -8161758 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -8162485.500000 Penalty: 5466.287598
	Iteration 2Q: 3 clusters Score -8162486 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -8163169.000000 Penalty: 5466.287598
	Iteration 3Q: 3 clusters Score -8163169 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -8163797.500000 Penalty: 5466.287598
	Iteration 4Q: 3 clusters Score -8163798 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -8164491.000000 Penalty: 5466.287598
	Iteration 5Q: 3 clusters Score -8164491 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -8165236.000000 Penalty: 5466.287598
	Iteration 6Q: 3 clusters Score -8165236 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -8166132.000000 Penalty: 5466.287598
	Iteration 7Q: 3 clusters Score -8166132 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -8167229.000000 Penalty: 5466.287598
	Iteration 8Q: 3 clusters Score -8167229 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -8168714.000000 Penalty: 5466.287598
	Iteration 9Q: 3 clusters Score -8168714 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -8170730.000000 Penalty: 5466.287598
	Iteration 10F: 3 clusters Score -8170730 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -8173136.000000 Penalty: 5466.287598
	Iteration 11F: 3 clusters Score -8173136 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -8175184.000000 Penalty: 5466.287598
	Iteration 12F: 3 clusters Score -8175184 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -8176567.500000 Penalty: 5466.287598
	Iteration 13Q: 3 clusters Score -8176568 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8177355.000000 Penalty: 5466.287598
	Iteration 14Q: 3 clusters Score -8177355 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -8177946.000000 Penalty: 5466.287598
	Iteration 15Q: 3 clusters Score -8177946 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -8178524.000000 Penalty: 5466.287598
	Iteration 16Q: 3 clusters Score -8178524 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -8179131.500000 Penalty: 5466.287598
	Iteration 17Q: 3 clusters Score -8179132 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -8179729.500000 Penalty: 5466.287598
	Iteration 18Q: 3 clusters Score -8179730 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -8180271.000000 Penalty: 5466.287598
	Iteration 19Q: 3 clusters Score -8180271 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -8180784.500000 Penalty: 5466.287598
	Iteration 20F: 3 clusters Score -8180784 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -8181137.000000 Penalty: 5466.287598
	Iteration 21Q: 3 clusters Score -8181137 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -8181448.500000 Penalty: 5466.287598
	Iteration 22Q: 3 clusters Score -8181448 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -8181670.500000 Penalty: 5466.287598
	Iteration 23Q: 3 clusters Score -8181670 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -8181898.000000 Penalty: 5466.287598
	Iteration 24Q: 3 clusters Score -8181898 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -8182109.500000 Penalty: 5466.287598
	Iteration 25Q: 3 clusters Score -8182110 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -8182340.000000 Penalty: 5466.287598
	Iteration 26Q: 3 clusters Score -8182340 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8182687.000000 Penalty: 5466.287598
	Iteration 27Q: 3 clusters Score -8182687 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -8182975.000000 Penalty: 5466.287598
	Iteration 28Q: 3 clusters Score -8182975 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -8183317.000000 Penalty: 5466.287598
	Iteration 29Q: 3 clusters Score -8183317 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -8183667.000000 Penalty: 5466.287598
	Iteration 30Q: 3 clusters Score -8183667 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -8183986.500000 Penalty: 5466.287598
	Iteration 31Q: 3 clusters Score -8183986 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -8184293.500000 Penalty: 5466.287598
	Iteration 32Q: 3 clusters Score -8184294 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -8184590.000000 Penalty: 5466.287598
	Iteration 33Q: 3 clusters Score -8184590 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -8184866.000000 Penalty: 5466.287598
	Iteration 34Q: 3 clusters Score -8184866 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -8185197.500000 Penalty: 5466.287598
	Iteration 35Q: 3 clusters Score -8185198 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -8185541.000000 Penalty: 5466.287598
	Iteration 36Q: 3 clusters Score -8185541 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -8185930.000000 Penalty: 5466.287598
	Iteration 37Q: 3 clusters Score -8185930 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -8186240.000000 Penalty: 5466.287598
	Iteration 38Q: 3 clusters Score -8186240 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -8186507.000000 Penalty: 5466.287598
	Iteration 39Q: 3 clusters Score -8186507 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -8187013.000000 Penalty: 5466.287598
	Iteration 40F: 3 clusters Score -8187013 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -8187531.500000 Penalty: 5466.287598
	Iteration 41Q: 3 clusters Score -8187532 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -8187937.500000 Penalty: 5466.287598
	Iteration 42Q: 3 clusters Score -8187938 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -8188254.500000 Penalty: 5466.287598
	Iteration 43Q: 3 clusters Score -8188254 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -8188506.500000 Penalty: 5466.287598
	Iteration 44Q: 3 clusters Score -8188506 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -8188704.000000 Penalty: 5466.287598
	Iteration 45Q: 3 clusters Score -8188704 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -8188868.500000 Penalty: 5466.287598
	Iteration 46Q: 3 clusters Score -8188868 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -8188950.000000 Penalty: 5466.287598
	Iteration 47Q: 3 clusters Score -8188950 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -8189016.500000 Penalty: 5466.287598
	Iteration 48Q: 3 clusters Score -8189016 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -8189043.500000 Penalty: 5466.287598
	Iteration 49Q: 3 clusters Score -8189044 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -8189092.000000 Penalty: 5466.287598
	Iteration 50Q: 3 clusters Score -8189092 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -8189114.500000 Penalty: 5466.287598
	Iteration 51Q: 3 clusters Score -8189114 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -8189130.500000 Penalty: 5466.287598
	Iteration 52Q: 3 clusters Score -8189130 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -8189180.000000 Penalty: 5466.287598
	Iteration 53Q: 3 clusters Score -8189180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -8189175.500000 Penalty: 5466.287598
	Iteration 54Q: 3 clusters Score -8189176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -8189170.000000 Penalty: 5466.287598
	Iteration 55Q: 3 clusters Score -8189170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -8189163.500000 Penalty: 5466.287598
	Iteration 56Q: 3 clusters Score -8189164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -8189166.000000 Penalty: 5466.287598
	Iteration 57Q: 3 clusters Score -8189166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -8189170.000000 Penalty: 5466.287598
	Iteration 58Q: 3 clusters Score -8189170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -8189173.500000 Penalty: 5466.287598
	Iteration 59Q: 3 clusters Score -8189174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -8189160.000000 Penalty: 5466.287598
	Iteration 60F: 3 clusters Score -8189160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -8189175.000000 Penalty: 5466.287598
	Iteration 61Q: 3 clusters Score -8189175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -8189176.500000 Penalty: 5466.287598
	Iteration 62Q: 3 clusters Score -8189176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -8189175.500000 Penalty: 5466.287598
	Iteration 63Q: 3 clusters Score -8189176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -8189178.500000 Penalty: 5466.287598
	Iteration 64Q: 3 clusters Score -8189178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -8189161.500000 Penalty: 5466.287598
	Iteration 65Q: 3 clusters Score -8189162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -8189182.000000 Penalty: 5466.287598
	Iteration 66Q: 3 clusters Score -8189182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -8189194.500000 Penalty: 5466.287598
	Iteration 67Q: 3 clusters Score -8189194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -8189191.500000 Penalty: 5466.287598
	Iteration 68Q: 3 clusters Score -8189192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -8189188.500000 Penalty: 5466.287598
	Iteration 69Q: 3 clusters Score -8189188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -8189189.000000 Penalty: 5466.287598
	Iteration 70Q: 3 clusters Score -8189189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -8189194.500000 Penalty: 5466.287598
	Iteration 71Q: 3 clusters Score -8189194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -8189195.500000 Penalty: 5466.287598
	Iteration 72Q: 3 clusters Score -8189196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -8189192.500000 Penalty: 5466.287598
	Iteration 73Q: 3 clusters Score -8189192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -8189186.000000 Penalty: 5466.287598
	Iteration 74Q: 3 clusters Score -8189186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -8189188.500000 Penalty: 5466.287598
	Iteration 75Q: 3 clusters Score -8189188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -8189192.500000 Penalty: 5466.287598
	Iteration 76Q: 3 clusters Score -8189192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -8189188.500000 Penalty: 5466.287598
	Iteration 77Q: 3 clusters Score -8189188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -8189191.500000 Penalty: 5466.287598
	Iteration 78Q: 3 clusters Score -8189192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -8189191.500000 Penalty: 5466.287598
	Iteration 79F: 3 clusters Score -8189192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17709 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45067 members 
Mstep: Class 8 contains 36792 members 
Mstep: Class 9 contains 23254 members 
Mstep: Class 10 contains 21910 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192044 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41780 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205177 members 
Mstep: Class 22 contains 13381 members 
Mstep: Class 23 contains 43400 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 39219 members 
Entering Unmasked Estep 
Score: -133245496.000000 Penalty: 113290.578125
Splitting cluster 10 changes total score from -133244168.000000 to -133245496.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (190416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190416 members 
Entering Unmasked Estep 
Score: -25205336.000000 Penalty: 3014.927734
	Iteration 0F: 2 clusters Score -2.520534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 94922 members 
Entering Unmasked Estep 
Score: -25096854.000000 Penalty: 6029.855469
	Iteration 0F: 3 clusters Score -2.509685e+07 nChanged 91383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -25149854.000000 Penalty: 6029.855469
	Iteration 1F: 3 clusters Score -2.514985e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -25150896.000000 Penalty: 6029.855469
	Iteration 2Q: 3 clusters Score -2.51509e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -25152358.000000 Penalty: 6029.855469
	Iteration 3Q: 3 clusters Score -2.515236e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 80296 members 
Entering Unmasked Estep 
Score: -25154626.000000 Penalty: 6029.855469
	Iteration 4Q: 3 clusters Score -2.515463e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -25158420.000000 Penalty: 6029.855469
	Iteration 5Q: 3 clusters Score -2.515842e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127260 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -25165194.000000 Penalty: 6029.855469
	Iteration 6F: 3 clusters Score -2.516519e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138339 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -25173988.000000 Penalty: 6029.855469
	Iteration 7F: 3 clusters Score -2.517399e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148182 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -25183032.000000 Penalty: 6029.855469
	Iteration 8F: 3 clusters Score -2.518303e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -25190300.000000 Penalty: 6029.855469
	Iteration 9F: 3 clusters Score -2.51903e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159343 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -25194762.000000 Penalty: 6029.855469
	Iteration 10Q: 3 clusters Score -2.519476e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162206 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -25196724.000000 Penalty: 6029.855469
	Iteration 11Q: 3 clusters Score -2.519672e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -25197758.000000 Penalty: 6029.855469
	Iteration 12Q: 3 clusters Score -2.519776e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166489 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -25198368.000000 Penalty: 6029.855469
	Iteration 13Q: 3 clusters Score -2.519837e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168310 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -25198612.000000 Penalty: 6029.855469
	Iteration 14Q: 3 clusters Score -2.519861e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -25198982.000000 Penalty: 6029.855469
	Iteration 15Q: 3 clusters Score -2.519898e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171580 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -25199456.000000 Penalty: 6029.855469
	Iteration 16Q: 3 clusters Score -2.519946e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173158 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -25199904.000000 Penalty: 6029.855469
	Iteration 17Q: 3 clusters Score -2.51999e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174606 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -25200414.000000 Penalty: 6029.855469
	Iteration 18Q: 3 clusters Score -2.520041e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -25200780.000000 Penalty: 6029.855469
	Iteration 19Q: 3 clusters Score -2.520078e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177175 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -25201060.000000 Penalty: 6029.855469
	Iteration 20F: 3 clusters Score -2.520106e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -25201342.000000 Penalty: 6029.855469
	Iteration 21Q: 3 clusters Score -2.520134e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -25201654.000000 Penalty: 6029.855469
	Iteration 22Q: 3 clusters Score -2.520165e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180567 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -25202070.000000 Penalty: 6029.855469
	Iteration 23Q: 3 clusters Score -2.520207e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181521 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -25202296.000000 Penalty: 6029.855469
	Iteration 24Q: 3 clusters Score -2.52023e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182380 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -25202626.000000 Penalty: 6029.855469
	Iteration 25Q: 3 clusters Score -2.520263e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -25202832.000000 Penalty: 6029.855469
	Iteration 26Q: 3 clusters Score -2.520283e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183807 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -25202992.000000 Penalty: 6029.855469
	Iteration 27Q: 3 clusters Score -2.520299e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184389 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -25203132.000000 Penalty: 6029.855469
	Iteration 28Q: 3 clusters Score -2.520313e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184885 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -25203212.000000 Penalty: 6029.855469
	Iteration 29Q: 3 clusters Score -2.520321e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185334 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -25203388.000000 Penalty: 6029.855469
	Iteration 30Q: 3 clusters Score -2.520339e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185705 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -25203536.000000 Penalty: 6029.855469
	Iteration 31Q: 3 clusters Score -2.520354e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186026 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -25203572.000000 Penalty: 6029.855469
	Iteration 32Q: 3 clusters Score -2.520357e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186284 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -25203684.000000 Penalty: 6029.855469
	Iteration 33Q: 3 clusters Score -2.520368e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186495 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -25203634.000000 Penalty: 6029.855469
	Iteration 34Q: 3 clusters Score -2.520363e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186655 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -25203666.000000 Penalty: 6029.855469
	Iteration 35Q: 3 clusters Score -2.520367e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186794 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -25203712.000000 Penalty: 6029.855469
	Iteration 36Q: 3 clusters Score -2.520371e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186903 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -25203718.000000 Penalty: 6029.855469
	Iteration 37Q: 3 clusters Score -2.520372e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186999 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -25203740.000000 Penalty: 6029.855469
	Iteration 38Q: 3 clusters Score -2.520374e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187089 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -25203778.000000 Penalty: 6029.855469
	Iteration 39Q: 3 clusters Score -2.520378e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187184 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -25203786.000000 Penalty: 6029.855469
	Iteration 40F: 3 clusters Score -2.520379e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187285 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -25203812.000000 Penalty: 6029.855469
	Iteration 41Q: 3 clusters Score -2.520381e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187372 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -25203844.000000 Penalty: 6029.855469
	Iteration 42Q: 3 clusters Score -2.520384e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187433 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -25203860.000000 Penalty: 6029.855469
	Iteration 43Q: 3 clusters Score -2.520386e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187516 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -25203828.000000 Penalty: 6029.855469
	Iteration 44Q: 3 clusters Score -2.520383e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187577 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -25203906.000000 Penalty: 6029.855469
	Iteration 45Q: 3 clusters Score -2.520391e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187643 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -25203916.000000 Penalty: 6029.855469
	Iteration 46Q: 3 clusters Score -2.520392e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187698 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -25203946.000000 Penalty: 6029.855469
	Iteration 47Q: 3 clusters Score -2.520395e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187745 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -25203958.000000 Penalty: 6029.855469
	Iteration 48Q: 3 clusters Score -2.520396e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187773 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -25203966.000000 Penalty: 6029.855469
	Iteration 49Q: 3 clusters Score -2.520397e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187789 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -25204002.000000 Penalty: 6029.855469
	Iteration 50Q: 3 clusters Score -2.5204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187817 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25204012.000000 Penalty: 6029.855469
	Iteration 51Q: 3 clusters Score -2.520401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187837 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -25203994.000000 Penalty: 6029.855469
	Iteration 52Q: 3 clusters Score -2.520399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187867 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -25203988.000000 Penalty: 6029.855469
	Iteration 53Q: 3 clusters Score -2.520399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187892 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -25204000.000000 Penalty: 6029.855469
	Iteration 54Q: 3 clusters Score -2.5204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187919 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -25204014.000000 Penalty: 6029.855469
	Iteration 55Q: 3 clusters Score -2.520401e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187943 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -25204022.000000 Penalty: 6029.855469
	Iteration 56Q: 3 clusters Score -2.520402e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187973 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -25204004.000000 Penalty: 6029.855469
	Iteration 57Q: 3 clusters Score -2.5204e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187999 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -25204016.000000 Penalty: 6029.855469
	Iteration 58Q: 3 clusters Score -2.520402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188011 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -25204004.000000 Penalty: 6029.855469
	Iteration 59Q: 3 clusters Score -2.5204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188007 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -25203996.000000 Penalty: 6029.855469
	Iteration 60F: 3 clusters Score -2.5204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188008 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -25203986.000000 Penalty: 6029.855469
	Iteration 61Q: 3 clusters Score -2.520399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188015 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -25204010.000000 Penalty: 6029.855469
	Iteration 62Q: 3 clusters Score -2.520401e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188023 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -25203992.000000 Penalty: 6029.855469
	Iteration 63Q: 3 clusters Score -2.520399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188035 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -25203982.000000 Penalty: 6029.855469
	Iteration 64Q: 3 clusters Score -2.520398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188047 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -25203976.000000 Penalty: 6029.855469
	Iteration 65Q: 3 clusters Score -2.520398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188057 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -25204000.000000 Penalty: 6029.855469
	Iteration 66Q: 3 clusters Score -2.5204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188062 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -25204012.000000 Penalty: 6029.855469
	Iteration 67Q: 3 clusters Score -2.520401e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188064 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -25204036.000000 Penalty: 6029.855469
	Iteration 68Q: 3 clusters Score -2.520404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188071 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -25204038.000000 Penalty: 6029.855469
	Iteration 69Q: 3 clusters Score -2.520404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188076 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -25204054.000000 Penalty: 6029.855469
	Iteration 70Q: 3 clusters Score -2.520405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188086 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -25204066.000000 Penalty: 6029.855469
	Iteration 71Q: 3 clusters Score -2.520407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188088 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -25204086.000000 Penalty: 6029.855469
	Iteration 72Q: 3 clusters Score -2.520409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188093 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -25204072.000000 Penalty: 6029.855469
	Iteration 73Q: 3 clusters Score -2.520407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188099 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -25204078.000000 Penalty: 6029.855469
	Iteration 74Q: 3 clusters Score -2.520408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188102 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -25204074.000000 Penalty: 6029.855469
	Iteration 75Q: 3 clusters Score -2.520407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188101 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -25204054.000000 Penalty: 6029.855469
	Iteration 76Q: 3 clusters Score -2.520405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188106 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -25204046.000000 Penalty: 6029.855469
	Iteration 77Q: 3 clusters Score -2.520405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188112 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -25204062.000000 Penalty: 6029.855469
	Iteration 78Q: 3 clusters Score -2.520406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188121 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -25204064.000000 Penalty: 6029.855469
	Iteration 79Q: 3 clusters Score -2.520406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188133 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -25204084.000000 Penalty: 6029.855469
	Iteration 80F: 3 clusters Score -2.520408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188141 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -25204094.000000 Penalty: 6029.855469
	Iteration 81Q: 3 clusters Score -2.520409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188139 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -25204108.000000 Penalty: 6029.855469
	Iteration 82Q: 3 clusters Score -2.520411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188144 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -25204086.000000 Penalty: 6029.855469
	Iteration 83Q: 3 clusters Score -2.520409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188149 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -25204076.000000 Penalty: 6029.855469
	Iteration 84Q: 3 clusters Score -2.520408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188153 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -25204076.000000 Penalty: 6029.855469
	Iteration 85Q: 3 clusters Score -2.520408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188149 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -25204098.000000 Penalty: 6029.855469
	Iteration 86Q: 3 clusters Score -2.52041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188143 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -25204108.000000 Penalty: 6029.855469
	Iteration 87Q: 3 clusters Score -2.520411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188145 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -25204068.000000 Penalty: 6029.855469
	Iteration 88Q: 3 clusters Score -2.520407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188150 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -25204082.000000 Penalty: 6029.855469
	Iteration 89Q: 3 clusters Score -2.520408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188154 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -25204092.000000 Penalty: 6029.855469
	Iteration 90Q: 3 clusters Score -2.520409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188161 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -25204084.000000 Penalty: 6029.855469
	Iteration 91Q: 3 clusters Score -2.520408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188165 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -25204102.000000 Penalty: 6029.855469
	Iteration 92Q: 3 clusters Score -2.52041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188167 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -25204092.000000 Penalty: 6029.855469
	Iteration 93Q: 3 clusters Score -2.520409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188167 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -25204104.000000 Penalty: 6029.855469
	Iteration 94Q: 3 clusters Score -2.52041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188178 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -25204116.000000 Penalty: 6029.855469
	Iteration 95Q: 3 clusters Score -2.520412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188187 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -25204132.000000 Penalty: 6029.855469
	Iteration 96Q: 3 clusters Score -2.520413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188194 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -25204148.000000 Penalty: 6029.855469
	Iteration 97Q: 3 clusters Score -2.520415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188201 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -25204148.000000 Penalty: 6029.855469
	Iteration 98Q: 3 clusters Score -2.520415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188210 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -25204144.000000 Penalty: 6029.855469
	Iteration 99Q: 3 clusters Score -2.520414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188214 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -25204142.000000 Penalty: 6029.855469
	Iteration 100F: 3 clusters Score -2.520414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188216 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -25204152.000000 Penalty: 6029.855469
	Iteration 101Q: 3 clusters Score -2.520415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188223 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -25204158.000000 Penalty: 6029.855469
	Iteration 102Q: 3 clusters Score -2.520416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188228 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -25204158.000000 Penalty: 6029.855469
	Iteration 103Q: 3 clusters Score -2.520416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188240 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -25204162.000000 Penalty: 6029.855469
	Iteration 104Q: 3 clusters Score -2.520416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188249 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -25204156.000000 Penalty: 6029.855469
	Iteration 105Q: 3 clusters Score -2.520416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188260 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -25204188.000000 Penalty: 6029.855469
	Iteration 106Q: 3 clusters Score -2.520419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188267 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -25204190.000000 Penalty: 6029.855469
	Iteration 107Q: 3 clusters Score -2.520419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188271 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -25204186.000000 Penalty: 6029.855469
	Iteration 108Q: 3 clusters Score -2.520419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188283 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -25204178.000000 Penalty: 6029.855469
	Iteration 109Q: 3 clusters Score -2.520418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -25204178.000000 Penalty: 6029.855469
	Iteration 110Q: 3 clusters Score -2.520418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -25204176.000000 Penalty: 6029.855469
	Iteration 111Q: 3 clusters Score -2.520418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -25204186.000000 Penalty: 6029.855469
	Iteration 112Q: 3 clusters Score -2.520419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188288 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -25204180.000000 Penalty: 6029.855469
	Iteration 113Q: 3 clusters Score -2.520418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -25204160.000000 Penalty: 6029.855469
	Iteration 114Q: 3 clusters Score -2.520416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188291 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -25204162.000000 Penalty: 6029.855469
	Iteration 115Q: 3 clusters Score -2.520416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188300 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -25204178.000000 Penalty: 6029.855469
	Iteration 116Q: 3 clusters Score -2.520418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188306 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -25204194.000000 Penalty: 6029.855469
	Iteration 117Q: 3 clusters Score -2.520419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188307 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25204176.000000 Penalty: 6029.855469
	Iteration 118Q: 3 clusters Score -2.520418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188311 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -25204182.000000 Penalty: 6029.855469
	Iteration 119Q: 3 clusters Score -2.520418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188313 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -25204180.000000 Penalty: 6029.855469
	Iteration 120F: 3 clusters Score -2.520418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188313 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -25204180.000000 Penalty: 6029.855469
	Iteration 121Q: 3 clusters Score -2.520418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188313 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -25204180.000000 Penalty: 6029.855469
	Iteration 122Q: 3 clusters Score -2.520418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188314 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -25204198.000000 Penalty: 6029.855469
	Iteration 123Q: 3 clusters Score -2.52042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188314 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -25204198.000000 Penalty: 6029.855469
	Iteration 124F: 3 clusters Score -2.52042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -249035.187500 Penalty: 1875.029053
	Iteration 0F: 2 clusters Score -249035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -246479.812500 Penalty: 3750.058105
	Iteration 0F: 3 clusters Score -246479.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -246859.593750 Penalty: 3750.058105
	Iteration 1F: 3 clusters Score -246859.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -246959.093750 Penalty: 3750.058105
	Iteration 2F: 3 clusters Score -246959.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -247016.265625 Penalty: 3750.058105
	Iteration 3Q: 3 clusters Score -247016.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -247048.359375 Penalty: 3750.058105
	Iteration 4Q: 3 clusters Score -247048.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -247076.593750 Penalty: 3750.058105
	Iteration 5Q: 3 clusters Score -247076.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -247102.125000 Penalty: 3750.058105
	Iteration 6Q: 3 clusters Score -247102.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -247125.828125 Penalty: 3750.058105
	Iteration 7Q: 3 clusters Score -247125.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -247148.718750 Penalty: 3750.058105
	Iteration 8Q: 3 clusters Score -247148.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -247169.375000 Penalty: 3750.058105
	Iteration 9Q: 3 clusters Score -247169.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -247183.343750 Penalty: 3750.058105
	Iteration 10Q: 3 clusters Score -247183.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -247196.296875 Penalty: 3750.058105
	Iteration 11Q: 3 clusters Score -247196.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -247204.406250 Penalty: 3750.058105
	Iteration 12Q: 3 clusters Score -247204.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -247212.421875 Penalty: 3750.058105
	Iteration 13Q: 3 clusters Score -247212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -247216.875000 Penalty: 3750.058105
	Iteration 14Q: 3 clusters Score -247216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -247220.984375 Penalty: 3750.058105
	Iteration 15Q: 3 clusters Score -247221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -247224.640625 Penalty: 3750.058105
	Iteration 16Q: 3 clusters Score -247224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -247227.984375 Penalty: 3750.058105
	Iteration 17Q: 3 clusters Score -247228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -247229.281250 Penalty: 3750.058105
	Iteration 18Q: 3 clusters Score -247229.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -247229.828125 Penalty: 3750.058105
	Iteration 19Q: 3 clusters Score -247229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -247229.828125 Penalty: 3750.058105
	Iteration 20F: 3 clusters Score -247229.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (192044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192044 members 
Entering Unmasked Estep 
Score: -25480990.000000 Penalty: 3017.039062
	Iteration 0F: 2 clusters Score -2.548099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -25356138.000000 Penalty: 6034.078125
	Iteration 0F: 3 clusters Score -2.535614e+07 nChanged 92434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 94859 members 
Entering Unmasked Estep 
Score: -25410630.000000 Penalty: 6034.078125
	Iteration 1F: 3 clusters Score -2.541063e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -25411892.000000 Penalty: 6034.078125
	Iteration 2Q: 3 clusters Score -2.541189e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -25413288.000000 Penalty: 6034.078125
	Iteration 3Q: 3 clusters Score -2.541329e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102583 members 
Mstep: Class 2 contains 89461 members 
Entering Unmasked Estep 
Score: -25415214.000000 Penalty: 6034.078125
	Iteration 4Q: 3 clusters Score -2.541521e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -25417980.000000 Penalty: 6034.078125
	Iteration 5Q: 3 clusters Score -2.541798e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113282 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -25422340.000000 Penalty: 6034.078125
	Iteration 6Q: 3 clusters Score -2.542234e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122260 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -25429254.000000 Penalty: 6034.078125
	Iteration 7F: 3 clusters Score -2.542925e+07 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133188 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -25439648.000000 Penalty: 6034.078125
	Iteration 8F: 3 clusters Score -2.543965e+07 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143873 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -25451476.000000 Penalty: 6034.078125
	Iteration 9F: 3 clusters Score -2.545148e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -25460714.000000 Penalty: 6034.078125
	Iteration 10F: 3 clusters Score -2.546071e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156966 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -25466228.000000 Penalty: 6034.078125
	Iteration 11Q: 3 clusters Score -2.546623e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160579 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -25469284.000000 Penalty: 6034.078125
	Iteration 12Q: 3 clusters Score -2.546928e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -25471126.000000 Penalty: 6034.078125
	Iteration 13Q: 3 clusters Score -2.547113e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166311 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -25472358.000000 Penalty: 6034.078125
	Iteration 14Q: 3 clusters Score -2.547236e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168747 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -25473422.000000 Penalty: 6034.078125
	Iteration 15Q: 3 clusters Score -2.547342e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171001 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -25474340.000000 Penalty: 6034.078125
	Iteration 16Q: 3 clusters Score -2.547434e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173030 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -25475072.000000 Penalty: 6034.078125
	Iteration 17Q: 3 clusters Score -2.547507e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174903 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -25475676.000000 Penalty: 6034.078125
	Iteration 18Q: 3 clusters Score -2.547568e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176664 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -25476142.000000 Penalty: 6034.078125
	Iteration 19Q: 3 clusters Score -2.547614e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178307 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -25476670.000000 Penalty: 6034.078125
	Iteration 20F: 3 clusters Score -2.547667e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179758 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -25476962.000000 Penalty: 6034.078125
	Iteration 21Q: 3 clusters Score -2.547696e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181044 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -25477270.000000 Penalty: 6034.078125
	Iteration 22Q: 3 clusters Score -2.547727e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182213 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -25477686.000000 Penalty: 6034.078125
	Iteration 23Q: 3 clusters Score -2.547769e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183325 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -25477840.000000 Penalty: 6034.078125
	Iteration 24Q: 3 clusters Score -2.547784e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184348 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -25478082.000000 Penalty: 6034.078125
	Iteration 25Q: 3 clusters Score -2.547808e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185278 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -25478224.000000 Penalty: 6034.078125
	Iteration 26Q: 3 clusters Score -2.547822e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186096 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -25478320.000000 Penalty: 6034.078125
	Iteration 27Q: 3 clusters Score -2.547832e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186821 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -25478286.000000 Penalty: 6034.078125
	Iteration 28Q: 3 clusters Score -2.547829e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187432 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -25478362.000000 Penalty: 6034.078125
	Iteration 29Q: 3 clusters Score -2.547836e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187956 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -25478492.000000 Penalty: 6034.078125
	Iteration 30Q: 3 clusters Score -2.547849e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188440 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -25478604.000000 Penalty: 6034.078125
	Iteration 31Q: 3 clusters Score -2.54786e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188812 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -25478658.000000 Penalty: 6034.078125
	Iteration 32Q: 3 clusters Score -2.547866e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189103 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -25478750.000000 Penalty: 6034.078125
	Iteration 33Q: 3 clusters Score -2.547875e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189363 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -25478692.000000 Penalty: 6034.078125
	Iteration 34Q: 3 clusters Score -2.547869e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189582 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -25478736.000000 Penalty: 6034.078125
	Iteration 35Q: 3 clusters Score -2.547874e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189752 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -25478770.000000 Penalty: 6034.078125
	Iteration 36Q: 3 clusters Score -2.547877e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -25478848.000000 Penalty: 6034.078125
	Iteration 37Q: 3 clusters Score -2.547885e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189996 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -25478918.000000 Penalty: 6034.078125
	Iteration 38Q: 3 clusters Score -2.547892e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190094 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -25478952.000000 Penalty: 6034.078125
	Iteration 39Q: 3 clusters Score -2.547895e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190172 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -25478956.000000 Penalty: 6034.078125
	Iteration 40F: 3 clusters Score -2.547896e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190236 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -25478972.000000 Penalty: 6034.078125
	Iteration 41Q: 3 clusters Score -2.547897e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190298 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -25478966.000000 Penalty: 6034.078125
	Iteration 42Q: 3 clusters Score -2.547897e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190361 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -25478992.000000 Penalty: 6034.078125
	Iteration 43Q: 3 clusters Score -2.547899e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190416 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -25478990.000000 Penalty: 6034.078125
	Iteration 44Q: 3 clusters Score -2.547899e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190455 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -25478996.000000 Penalty: 6034.078125
	Iteration 45Q: 3 clusters Score -2.5479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190481 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -25478980.000000 Penalty: 6034.078125
	Iteration 46Q: 3 clusters Score -2.547898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190509 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -25478998.000000 Penalty: 6034.078125
	Iteration 47Q: 3 clusters Score -2.5479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190526 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25478970.000000 Penalty: 6034.078125
	Iteration 48Q: 3 clusters Score -2.547897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190537 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -25478988.000000 Penalty: 6034.078125
	Iteration 49Q: 3 clusters Score -2.547899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190543 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -25478986.000000 Penalty: 6034.078125
	Iteration 50Q: 3 clusters Score -2.547899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190549 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -25478996.000000 Penalty: 6034.078125
	Iteration 51Q: 3 clusters Score -2.5479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190553 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -25478982.000000 Penalty: 6034.078125
	Iteration 52Q: 3 clusters Score -2.547898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190559 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -25478994.000000 Penalty: 6034.078125
	Iteration 53Q: 3 clusters Score -2.547899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190568 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -25478998.000000 Penalty: 6034.078125
	Iteration 54Q: 3 clusters Score -2.5479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190580 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -25478974.000000 Penalty: 6034.078125
	Iteration 55Q: 3 clusters Score -2.547897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190587 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -25478982.000000 Penalty: 6034.078125
	Iteration 56Q: 3 clusters Score -2.547898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190593 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -25478996.000000 Penalty: 6034.078125
	Iteration 57Q: 3 clusters Score -2.5479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190599 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -25478992.000000 Penalty: 6034.078125
	Iteration 58Q: 3 clusters Score -2.547899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190605 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -25478984.000000 Penalty: 6034.078125
	Iteration 59Q: 3 clusters Score -2.547898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190612 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -25478980.000000 Penalty: 6034.078125
	Iteration 60F: 3 clusters Score -2.547898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190619 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -25478990.000000 Penalty: 6034.078125
	Iteration 61Q: 3 clusters Score -2.547899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190623 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -25479004.000000 Penalty: 6034.078125
	Iteration 62Q: 3 clusters Score -2.5479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190627 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -25478992.000000 Penalty: 6034.078125
	Iteration 63Q: 3 clusters Score -2.547899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190632 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -25479000.000000 Penalty: 6034.078125
	Iteration 64Q: 3 clusters Score -2.5479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190636 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -25478974.000000 Penalty: 6034.078125
	Iteration 65Q: 3 clusters Score -2.547897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190641 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -25478976.000000 Penalty: 6034.078125
	Iteration 66Q: 3 clusters Score -2.547898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190644 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -25478976.000000 Penalty: 6034.078125
	Iteration 67Q: 3 clusters Score -2.547898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190646 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -25478962.000000 Penalty: 6034.078125
	Iteration 68Q: 3 clusters Score -2.547896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190648 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -25478962.000000 Penalty: 6034.078125
	Iteration 69Q: 3 clusters Score -2.547896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190649 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -25478964.000000 Penalty: 6034.078125
	Iteration 70Q: 3 clusters Score -2.547896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190650 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -25478954.000000 Penalty: 6034.078125
	Iteration 71Q: 3 clusters Score -2.547895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190650 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -25478954.000000 Penalty: 6034.078125
	Iteration 72F: 3 clusters Score -2.547895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -28319.105469 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -28319.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27122.210938 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -27122.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27384.873047 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -27384.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27501.324219 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -27501.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27592.240234 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -27592.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27654.449219 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -27654.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27692.253906 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -27692.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27723.328125 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -27723.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27726.517578 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -27726.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27731.982422 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -27731.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27731.982422 Penalty: 2824.091309
	Iteration 9F: 3 clusters Score -27731.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -541065.687500 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -541065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -537045.625000 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -537045.6 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -537958.875000 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -537958.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -538118.500000 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -538118.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -538259.937500 Penalty: 4144.618164
	Iteration 3Q: 3 clusters Score -538259.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -538423.500000 Penalty: 4144.618164
	Iteration 4Q: 3 clusters Score -538423.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -538571.000000 Penalty: 4144.618164
	Iteration 5Q: 3 clusters Score -538571 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -538715.250000 Penalty: 4144.618164
	Iteration 6Q: 3 clusters Score -538715.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -538838.687500 Penalty: 4144.618164
	Iteration 7Q: 3 clusters Score -538838.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -538951.312500 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -538951.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -539049.312500 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -539049.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -539148.562500 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -539148.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -539241.312500 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -539241.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -539322.812500 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -539322.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -539394.625000 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -539394.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -539456.187500 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -539456.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -539496.437500 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -539496.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -539531.875000 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -539531.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -539559.000000 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -539559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -539580.437500 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -539580.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -539597.750000 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -539597.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -539617.500000 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -539617.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -539628.187500 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -539628.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -539631.875000 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -539631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -539637.812500 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -539637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -539643.750000 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -539643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -539648.062500 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -539648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -539652.125000 Penalty: 4144.618164
	Iteration 26Q: 3 clusters Score -539652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -539653.500000 Penalty: 4144.618164
	Iteration 27Q: 3 clusters Score -539653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -539656.750000 Penalty: 4144.618164
	Iteration 28Q: 3 clusters Score -539656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -539657.500000 Penalty: 4144.618164
	Iteration 29Q: 3 clusters Score -539657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -539658.125000 Penalty: 4144.618164
	Iteration 30Q: 3 clusters Score -539658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -539659.812500 Penalty: 4144.618164
	Iteration 31Q: 3 clusters Score -539659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -539659.812500 Penalty: 4144.618164
	Iteration 32F: 3 clusters Score -539659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Entering Unmasked Estep 
Score: -5565551.500000 Penalty: 2638.762939
	Iteration 0F: 2 clusters Score -5565552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5537116.000000 Penalty: 5277.525879
	Iteration 0F: 3 clusters Score -5537116 nChanged 19144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -5547723.000000 Penalty: 5277.525879
	Iteration 1F: 3 clusters Score -5547723 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -5548327.000000 Penalty: 5277.525879
	Iteration 2Q: 3 clusters Score -5548327 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5548852.500000 Penalty: 5277.525879
	Iteration 3Q: 3 clusters Score -5548852 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -5549377.000000 Penalty: 5277.525879
	Iteration 4Q: 3 clusters Score -5549377 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5549930.000000 Penalty: 5277.525879
	Iteration 5Q: 3 clusters Score -5549930 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -5550630.000000 Penalty: 5277.525879
	Iteration 6Q: 3 clusters Score -5550630 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5551553.000000 Penalty: 5277.525879
	Iteration 7Q: 3 clusters Score -5551553 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -5552767.500000 Penalty: 5277.525879
	Iteration 8Q: 3 clusters Score -5552768 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -5554269.000000 Penalty: 5277.525879
	Iteration 9F: 3 clusters Score -5554269 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -5555739.000000 Penalty: 5277.525879
	Iteration 10F: 3 clusters Score -5555739 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5556817.500000 Penalty: 5277.525879
	Iteration 11Q: 3 clusters Score -5556818 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5557685.500000 Penalty: 5277.525879
	Iteration 12Q: 3 clusters Score -5557686 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -5558272.000000 Penalty: 5277.525879
	Iteration 13Q: 3 clusters Score -5558272 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -5558816.500000 Penalty: 5277.525879
	Iteration 14Q: 3 clusters Score -5558816 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -5559283.500000 Penalty: 5277.525879
	Iteration 15Q: 3 clusters Score -5559284 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -5559749.500000 Penalty: 5277.525879
	Iteration 16Q: 3 clusters Score -5559750 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5560245.500000 Penalty: 5277.525879
	Iteration 17Q: 3 clusters Score -5560246 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -5560683.500000 Penalty: 5277.525879
	Iteration 18Q: 3 clusters Score -5560684 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -5561064.500000 Penalty: 5277.525879
	Iteration 19Q: 3 clusters Score -5561064 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -5561445.000000 Penalty: 5277.525879
	Iteration 20F: 3 clusters Score -5561445 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -5561759.500000 Penalty: 5277.525879
	Iteration 21Q: 3 clusters Score -5561760 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -5562064.500000 Penalty: 5277.525879
	Iteration 22Q: 3 clusters Score -5562064 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5562297.000000 Penalty: 5277.525879
	Iteration 23Q: 3 clusters Score -5562297 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5562469.000000 Penalty: 5277.525879
	Iteration 24Q: 3 clusters Score -5562469 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5562643.000000 Penalty: 5277.525879
	Iteration 25Q: 3 clusters Score -5562643 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5562787.500000 Penalty: 5277.525879
	Iteration 26Q: 3 clusters Score -5562788 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5562904.000000 Penalty: 5277.525879
	Iteration 27Q: 3 clusters Score -5562904 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5562985.000000 Penalty: 5277.525879
	Iteration 28Q: 3 clusters Score -5562985 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -5563048.000000 Penalty: 5277.525879
	Iteration 29Q: 3 clusters Score -5563048 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5563100.500000 Penalty: 5277.525879
	Iteration 30Q: 3 clusters Score -5563100 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5563141.500000 Penalty: 5277.525879
	Iteration 31Q: 3 clusters Score -5563142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5563204.000000 Penalty: 5277.525879
	Iteration 32Q: 3 clusters Score -5563204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -5563236.500000 Penalty: 5277.525879
	Iteration 33Q: 3 clusters Score -5563236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5563283.500000 Penalty: 5277.525879
	Iteration 34Q: 3 clusters Score -5563284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -5563315.000000 Penalty: 5277.525879
	Iteration 35Q: 3 clusters Score -5563315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5563332.500000 Penalty: 5277.525879
	Iteration 36Q: 3 clusters Score -5563332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5563344.000000 Penalty: 5277.525879
	Iteration 37Q: 3 clusters Score -5563344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5563357.000000 Penalty: 5277.525879
	Iteration 38Q: 3 clusters Score -5563357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -5563369.000000 Penalty: 5277.525879
	Iteration 39Q: 3 clusters Score -5563369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5563375.500000 Penalty: 5277.525879
	Iteration 40F: 3 clusters Score -5563376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5563383.000000 Penalty: 5277.525879
	Iteration 41Q: 3 clusters Score -5563383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -5563387.000000 Penalty: 5277.525879
	Iteration 42Q: 3 clusters Score -5563387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5563391.500000 Penalty: 5277.525879
	Iteration 43Q: 3 clusters Score -5563392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5563400.000000 Penalty: 5277.525879
	Iteration 44Q: 3 clusters Score -5563400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5563410.000000 Penalty: 5277.525879
	Iteration 45Q: 3 clusters Score -5563410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5563415.500000 Penalty: 5277.525879
	Iteration 46Q: 3 clusters Score -5563416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5563415.000000 Penalty: 5277.525879
	Iteration 47Q: 3 clusters Score -5563415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5563425.000000 Penalty: 5277.525879
	Iteration 48Q: 3 clusters Score -5563425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -5563424.000000 Penalty: 5277.525879
	Iteration 49Q: 3 clusters Score -5563424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5563426.500000 Penalty: 5277.525879
	Iteration 50Q: 3 clusters Score -5563426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5563427.500000 Penalty: 5277.525879
	Iteration 51Q: 3 clusters Score -5563428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -5563433.000000 Penalty: 5277.525879
	Iteration 52Q: 3 clusters Score -5563433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5563442.000000 Penalty: 5277.525879
	Iteration 53Q: 3 clusters Score -5563442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -5563436.500000 Penalty: 5277.525879
	Iteration 54Q: 3 clusters Score -5563436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -5563444.500000 Penalty: 5277.525879
	Iteration 55Q: 3 clusters Score -5563444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -5563442.500000 Penalty: 5277.525879
	Iteration 56Q: 3 clusters Score -5563442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5563440.000000 Penalty: 5277.525879
	Iteration 57Q: 3 clusters Score -5563440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5563448.500000 Penalty: 5277.525879
	Iteration 58Q: 3 clusters Score -5563448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5563445.000000 Penalty: 5277.525879
	Iteration 59Q: 3 clusters Score -5563445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -5563445.500000 Penalty: 5277.525879
	Iteration 60F: 3 clusters Score -5563446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5563440.000000 Penalty: 5277.525879
	Iteration 61Q: 3 clusters Score -5563440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5563442.500000 Penalty: 5277.525879
	Iteration 62Q: 3 clusters Score -5563442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5563445.500000 Penalty: 5277.525879
	Iteration 63Q: 3 clusters Score -5563446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -5563449.500000 Penalty: 5277.525879
	Iteration 64Q: 3 clusters Score -5563450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -5563455.000000 Penalty: 5277.525879
	Iteration 65Q: 3 clusters Score -5563455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -5563453.500000 Penalty: 5277.525879
	Iteration 66Q: 3 clusters Score -5563454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -5563456.000000 Penalty: 5277.525879
	Iteration 67Q: 3 clusters Score -5563456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5563457.000000 Penalty: 5277.525879
	Iteration 68Q: 3 clusters Score -5563457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -5563458.000000 Penalty: 5277.525879
	Iteration 69Q: 3 clusters Score -5563458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -5563458.000000 Penalty: 5277.525879
	Iteration 70F: 3 clusters Score -5563458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -24224.099609 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -24224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23163.888672 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -23163.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23280.292969 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -23280.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23317.595703 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -23317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23332.814453 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -23332.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23341.707031 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -23341.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23350.785156 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -23350.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23366.119141 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -23366.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23373.544922 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -23373.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23373.544922 Penalty: 2767.546143
	Iteration 8F: 3 clusters Score -23373.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -247288.343750 Penalty: 1881.275635
	Iteration 0F: 2 clusters Score -247288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -244696.359375 Penalty: 3762.551270
	Iteration 0F: 3 clusters Score -244696.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -245138.765625 Penalty: 3762.551270
	Iteration 1F: 3 clusters Score -245138.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -245276.187500 Penalty: 3762.551270
	Iteration 2F: 3 clusters Score -245276.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -245346.718750 Penalty: 3762.551270
	Iteration 3Q: 3 clusters Score -245346.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -245384.843750 Penalty: 3762.551270
	Iteration 4Q: 3 clusters Score -245384.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -245414.796875 Penalty: 3762.551270
	Iteration 5Q: 3 clusters Score -245414.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -245441.406250 Penalty: 3762.551270
	Iteration 6Q: 3 clusters Score -245441.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -245459.078125 Penalty: 3762.551270
	Iteration 7Q: 3 clusters Score -245459.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -245469.218750 Penalty: 3762.551270
	Iteration 8Q: 3 clusters Score -245469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -245479.109375 Penalty: 3762.551270
	Iteration 9Q: 3 clusters Score -245479.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -245487.406250 Penalty: 3762.551270
	Iteration 10Q: 3 clusters Score -245487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -245509.328125 Penalty: 3762.551270
	Iteration 11Q: 3 clusters Score -245509.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -245521.171875 Penalty: 3762.551270
	Iteration 12Q: 3 clusters Score -245521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -245525.906250 Penalty: 3762.551270
	Iteration 13Q: 3 clusters Score -245525.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -245528.843750 Penalty: 3762.551270
	Iteration 14Q: 3 clusters Score -245528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -245529.890625 Penalty: 3762.551270
	Iteration 15Q: 3 clusters Score -245529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -245530.843750 Penalty: 3762.551270
	Iteration 16Q: 3 clusters Score -245530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -245531.203125 Penalty: 3762.551270
	Iteration 17Q: 3 clusters Score -245531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -245532.937500 Penalty: 3762.551270
	Iteration 18Q: 3 clusters Score -245532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -245534.062500 Penalty: 3762.551270
	Iteration 19Q: 3 clusters Score -245534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -245534.406250 Penalty: 3762.551270
	Iteration 20F: 3 clusters Score -245534.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -290636.687500 Penalty: 1911.016724
	Iteration 0F: 2 clusters Score -290636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -287853.406250 Penalty: 3822.033447
	Iteration 0F: 3 clusters Score -287853.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -288341.218750 Penalty: 3822.033447
	Iteration 1F: 3 clusters Score -288341.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -288469.062500 Penalty: 3822.033447
	Iteration 2F: 3 clusters Score -288469.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -288544.718750 Penalty: 3822.033447
	Iteration 3Q: 3 clusters Score -288544.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -288592.375000 Penalty: 3822.033447
	Iteration 4Q: 3 clusters Score -288592.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -288630.843750 Penalty: 3822.033447
	Iteration 5Q: 3 clusters Score -288630.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -288661.218750 Penalty: 3822.033447
	Iteration 6Q: 3 clusters Score -288661.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -288685.437500 Penalty: 3822.033447
	Iteration 7Q: 3 clusters Score -288685.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -288705.500000 Penalty: 3822.033447
	Iteration 8Q: 3 clusters Score -288705.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -288717.968750 Penalty: 3822.033447
	Iteration 9Q: 3 clusters Score -288718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -288731.718750 Penalty: 3822.033447
	Iteration 10Q: 3 clusters Score -288731.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -288743.281250 Penalty: 3822.033447
	Iteration 11Q: 3 clusters Score -288743.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -288754.187500 Penalty: 3822.033447
	Iteration 12Q: 3 clusters Score -288754.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -288759.343750 Penalty: 3822.033447
	Iteration 13Q: 3 clusters Score -288759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -288762.812500 Penalty: 3822.033447
	Iteration 14Q: 3 clusters Score -288762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -288764.250000 Penalty: 3822.033447
	Iteration 15Q: 3 clusters Score -288764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288765.875000 Penalty: 3822.033447
	Iteration 16Q: 3 clusters Score -288765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -288766.968750 Penalty: 3822.033447
	Iteration 17Q: 3 clusters Score -288767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -288766.968750 Penalty: 3822.033447
	Iteration 18F: 3 clusters Score -288767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Entering Unmasked Estep 
Score: -2379418.750000 Penalty: 2424.883057
	Iteration 0F: 2 clusters Score -2379419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2366929.750000 Penalty: 4849.766113
	Iteration 0F: 3 clusters Score -2366930 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2371077.750000 Penalty: 4849.766113
	Iteration 1F: 3 clusters Score -2371078 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2371536.000000 Penalty: 4849.766113
	Iteration 2F: 3 clusters Score -2371536 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2371926.250000 Penalty: 4849.766113
	Iteration 3F: 3 clusters Score -2371926 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2372291.500000 Penalty: 4849.766113
	Iteration 4Q: 3 clusters Score -2372292 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2372730.500000 Penalty: 4849.766113
	Iteration 5Q: 3 clusters Score -2372730 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2373289.000000 Penalty: 4849.766113
	Iteration 6F: 3 clusters Score -2373289 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2373992.250000 Penalty: 4849.766113
	Iteration 7F: 3 clusters Score -2373992 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2374850.750000 Penalty: 4849.766113
	Iteration 8F: 3 clusters Score -2374851 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2375839.250000 Penalty: 4849.766113
	Iteration 9F: 3 clusters Score -2375839 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2376719.750000 Penalty: 4849.766113
	Iteration 10F: 3 clusters Score -2376720 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2377442.500000 Penalty: 4849.766113
	Iteration 11Q: 3 clusters Score -2377442 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2377902.000000 Penalty: 4849.766113
	Iteration 12Q: 3 clusters Score -2377902 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2378177.250000 Penalty: 4849.766113
	Iteration 13Q: 3 clusters Score -2378177 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2378318.750000 Penalty: 4849.766113
	Iteration 14Q: 3 clusters Score -2378319 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2378408.000000 Penalty: 4849.766113
	Iteration 15Q: 3 clusters Score -2378408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2378447.500000 Penalty: 4849.766113
	Iteration 16Q: 3 clusters Score -2378448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2378475.000000 Penalty: 4849.766113
	Iteration 17Q: 3 clusters Score -2378475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2378502.000000 Penalty: 4849.766113
	Iteration 18Q: 3 clusters Score -2378502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2378518.500000 Penalty: 4849.766113
	Iteration 19Q: 3 clusters Score -2378518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2378528.000000 Penalty: 4849.766113
	Iteration 20F: 3 clusters Score -2378528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2378536.750000 Penalty: 4849.766113
	Iteration 21Q: 3 clusters Score -2378537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2378545.500000 Penalty: 4849.766113
	Iteration 22Q: 3 clusters Score -2378546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2378551.750000 Penalty: 4849.766113
	Iteration 23Q: 3 clusters Score -2378552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2378555.250000 Penalty: 4849.766113
	Iteration 24Q: 3 clusters Score -2378555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2378559.000000 Penalty: 4849.766113
	Iteration 25Q: 3 clusters Score -2378559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2378559.000000 Penalty: 4849.766113
	Iteration 26Q: 3 clusters Score -2378559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2378560.000000 Penalty: 4849.766113
	Iteration 27Q: 3 clusters Score -2378560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2378561.250000 Penalty: 4849.766113
	Iteration 28Q: 3 clusters Score -2378561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2378565.250000 Penalty: 4849.766113
	Iteration 29Q: 3 clusters Score -2378565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2378565.500000 Penalty: 4849.766113
	Iteration 30Q: 3 clusters Score -2378566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2378565.750000 Penalty: 4849.766113
	Iteration 31Q: 3 clusters Score -2378566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2378567.250000 Penalty: 4849.766113
	Iteration 32Q: 3 clusters Score -2378567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2378567.750000 Penalty: 4849.766113
	Iteration 33Q: 3 clusters Score -2378568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2378568.500000 Penalty: 4849.766113
	Iteration 34Q: 3 clusters Score -2378568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2378568.500000 Penalty: 4849.766113
	Iteration 35F: 3 clusters Score -2378568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (205177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205177 members 
Entering Unmasked Estep 
Score: -27242764.000000 Penalty: 3033.443848
	Iteration 0F: 2 clusters Score -2.724276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -27111424.000000 Penalty: 6066.887695
	Iteration 0F: 3 clusters Score -2.711142e+07 nChanged 98211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 109089 members 
Entering Unmasked Estep 
Score: -27168780.000000 Penalty: 6066.887695
	Iteration 1F: 3 clusters Score -2.716878e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -27170364.000000 Penalty: 6066.887695
	Iteration 2Q: 3 clusters Score -2.717036e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 119590 members 
Entering Unmasked Estep 
Score: -27172876.000000 Penalty: 6066.887695
	Iteration 3Q: 3 clusters Score -2.717288e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -27177880.000000 Penalty: 6066.887695
	Iteration 4Q: 3 clusters Score -2.717788e+07 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 143185 members 
Entering Unmasked Estep 
Score: -27187148.000000 Penalty: 6066.887695
	Iteration 5F: 3 clusters Score -2.718715e+07 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 161133 members 
Entering Unmasked Estep 
Score: -27201830.000000 Penalty: 6066.887695
	Iteration 6F: 3 clusters Score -2.720183e+07 nChanged 18630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 179761 members 
Entering Unmasked Estep 
Score: -27218878.000000 Penalty: 6066.887695
	Iteration 7F: 3 clusters Score -2.721888e+07 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 193726 members 
Entering Unmasked Estep 
Score: -27231138.000000 Penalty: 6066.887695
	Iteration 8F: 3 clusters Score -2.723114e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 200870 members 
Entering Unmasked Estep 
Score: -27236864.000000 Penalty: 6066.887695
	Iteration 9Q: 3 clusters Score -2.723686e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 203493 members 
Entering Unmasked Estep 
Score: -27238930.000000 Penalty: 6066.887695
	Iteration 10Q: 3 clusters Score -2.723893e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 204328 members 
Entering Unmasked Estep 
Score: -27239616.000000 Penalty: 6066.887695
	Iteration 11Q: 3 clusters Score -2.723962e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 204595 members 
Entering Unmasked Estep 
Score: -27239868.000000 Penalty: 6066.887695
	Iteration 12Q: 3 clusters Score -2.723987e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 204682 members 
Entering Unmasked Estep 
Score: -27239918.000000 Penalty: 6066.887695
	Iteration 13Q: 3 clusters Score -2.723992e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 204713 members 
Entering Unmasked Estep 
Score: -27239994.000000 Penalty: 6066.887695
	Iteration 14Q: 3 clusters Score -2.723999e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 204736 members 
Entering Unmasked Estep 
Score: -27240022.000000 Penalty: 6066.887695
	Iteration 15Q: 3 clusters Score -2.724002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 204745 members 
Entering Unmasked Estep 
Score: -27240052.000000 Penalty: 6066.887695
	Iteration 16Q: 3 clusters Score -2.724005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204755 members 
Entering Unmasked Estep 
Score: -27240062.000000 Penalty: 6066.887695
	Iteration 17Q: 3 clusters Score -2.724006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 204760 members 
Entering Unmasked Estep 
Score: -27240082.000000 Penalty: 6066.887695
	Iteration 18Q: 3 clusters Score -2.724008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 204765 members 
Entering Unmasked Estep 
Score: -27240076.000000 Penalty: 6066.887695
	Iteration 19Q: 3 clusters Score -2.724008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 204767 members 
Entering Unmasked Estep 
Score: -27240100.000000 Penalty: 6066.887695
	Iteration 20F: 3 clusters Score -2.72401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 204768 members 
Entering Unmasked Estep 
Score: -27240112.000000 Penalty: 6066.887695
	Iteration 21Q: 3 clusters Score -2.724011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 204771 members 
Entering Unmasked Estep 
Score: -27240110.000000 Penalty: 6066.887695
	Iteration 22Q: 3 clusters Score -2.724011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 204771 members 
Entering Unmasked Estep 
Score: -27240096.000000 Penalty: 6066.887695
	Iteration 23Q: 3 clusters Score -2.72401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 204771 members 
Entering Unmasked Estep 
Score: -27240102.000000 Penalty: 6066.887695
	Iteration 24Q: 3 clusters Score -2.72401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 204771 members 
Entering Unmasked Estep 
Score: -27240108.000000 Penalty: 6066.887695
	Iteration 25Q: 3 clusters Score -2.724011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 204769 members 
Entering Unmasked Estep 
Score: -27240100.000000 Penalty: 6066.887695
	Iteration 26Q: 3 clusters Score -2.72401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 204771 members 
Entering Unmasked Estep 
Score: -27240102.000000 Penalty: 6066.887695
	Iteration 27Q: 3 clusters Score -2.72401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 204774 members 
Entering Unmasked Estep 
Score: -27240104.000000 Penalty: 6066.887695
	Iteration 28Q: 3 clusters Score -2.72401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 204774 members 
Entering Unmasked Estep 
Score: -27240118.000000 Penalty: 6066.887695
	Iteration 29Q: 3 clusters Score -2.724012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 204776 members 
Entering Unmasked Estep 
Score: -27240114.000000 Penalty: 6066.887695
	Iteration 30Q: 3 clusters Score -2.724011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 204774 members 
Entering Unmasked Estep 
Score: -27240126.000000 Penalty: 6066.887695
	Iteration 31Q: 3 clusters Score -2.724013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 204773 members 
Entering Unmasked Estep 
Score: -27240130.000000 Penalty: 6066.887695
	Iteration 32Q: 3 clusters Score -2.724013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 204774 members 
Entering Unmasked Estep 
Score: -27240130.000000 Penalty: 6066.887695
	Iteration 33Q: 3 clusters Score -2.724013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 204774 members 
Entering Unmasked Estep 
Score: -27240130.000000 Penalty: 6066.887695
	Iteration 34Q: 3 clusters Score -2.724013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 204777 members 
Entering Unmasked Estep 
Score: -27240144.000000 Penalty: 6066.887695
	Iteration 35Q: 3 clusters Score -2.724014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 204777 members 
Entering Unmasked Estep 
Score: -27240144.000000 Penalty: 6066.887695
	Iteration 36Q: 3 clusters Score -2.724014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 204779 members 
Entering Unmasked Estep 
Score: -27240140.000000 Penalty: 6066.887695
	Iteration 37Q: 3 clusters Score -2.724014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 204778 members 
Entering Unmasked Estep 
Score: -27240138.000000 Penalty: 6066.887695
	Iteration 38Q: 3 clusters Score -2.724014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 204779 members 
Entering Unmasked Estep 
Score: -27240136.000000 Penalty: 6066.887695
	Iteration 39Q: 3 clusters Score -2.724014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 204780 members 
Entering Unmasked Estep 
Score: -27240142.000000 Penalty: 6066.887695
	Iteration 40F: 3 clusters Score -2.724014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -27240148.000000 Penalty: 6066.887695
	Iteration 41Q: 3 clusters Score -2.724015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -27240144.000000 Penalty: 6066.887695
	Iteration 42Q: 3 clusters Score -2.724014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -27240144.000000 Penalty: 6066.887695
	Iteration 43F: 3 clusters Score -2.724014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Entering Unmasked Estep 
Score: -1804104.000000 Penalty: 2356.394531
	Iteration 0F: 2 clusters Score -1804104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1794239.125000 Penalty: 4712.789062
	Iteration 0F: 3 clusters Score -1794239 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1797429.250000 Penalty: 4712.789062
	Iteration 1F: 3 clusters Score -1797429 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1797939.250000 Penalty: 4712.789062
	Iteration 2F: 3 clusters Score -1797939 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1798408.500000 Penalty: 4712.789062
	Iteration 3F: 3 clusters Score -1798408 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1798909.625000 Penalty: 4712.789062
	Iteration 4F: 3 clusters Score -1798910 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1799394.625000 Penalty: 4712.789062
	Iteration 5F: 3 clusters Score -1799395 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1799848.625000 Penalty: 4712.789062
	Iteration 6F: 3 clusters Score -1799849 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1800229.375000 Penalty: 4712.789062
	Iteration 7F: 3 clusters Score -1800229 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1800544.500000 Penalty: 4712.789062
	Iteration 8Q: 3 clusters Score -1800544 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1800821.125000 Penalty: 4712.789062
	Iteration 9Q: 3 clusters Score -1800821 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1801040.250000 Penalty: 4712.789062
	Iteration 10Q: 3 clusters Score -1801040 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1801243.625000 Penalty: 4712.789062
	Iteration 11Q: 3 clusters Score -1801244 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1801419.375000 Penalty: 4712.789062
	Iteration 12Q: 3 clusters Score -1801419 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1801555.875000 Penalty: 4712.789062
	Iteration 13Q: 3 clusters Score -1801556 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1801649.750000 Penalty: 4712.789062
	Iteration 14Q: 3 clusters Score -1801650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1801743.250000 Penalty: 4712.789062
	Iteration 15Q: 3 clusters Score -1801743 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1801822.000000 Penalty: 4712.789062
	Iteration 16Q: 3 clusters Score -1801822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1801902.125000 Penalty: 4712.789062
	Iteration 17Q: 3 clusters Score -1801902 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1801970.625000 Penalty: 4712.789062
	Iteration 18Q: 3 clusters Score -1801971 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1802038.625000 Penalty: 4712.789062
	Iteration 19Q: 3 clusters Score -1802039 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1802114.625000 Penalty: 4712.789062
	Iteration 20F: 3 clusters Score -1802115 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1802197.250000 Penalty: 4712.789062
	Iteration 21Q: 3 clusters Score -1802197 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1802291.000000 Penalty: 4712.789062
	Iteration 22Q: 3 clusters Score -1802291 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1802390.875000 Penalty: 4712.789062
	Iteration 23Q: 3 clusters Score -1802391 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1802481.375000 Penalty: 4712.789062
	Iteration 24Q: 3 clusters Score -1802481 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1802561.500000 Penalty: 4712.789062
	Iteration 25Q: 3 clusters Score -1802562 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1802628.625000 Penalty: 4712.789062
	Iteration 26Q: 3 clusters Score -1802629 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1802692.000000 Penalty: 4712.789062
	Iteration 27Q: 3 clusters Score -1802692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1802746.500000 Penalty: 4712.789062
	Iteration 28Q: 3 clusters Score -1802746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1802795.500000 Penalty: 4712.789062
	Iteration 29Q: 3 clusters Score -1802796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1802829.750000 Penalty: 4712.789062
	Iteration 30Q: 3 clusters Score -1802830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1802863.250000 Penalty: 4712.789062
	Iteration 31Q: 3 clusters Score -1802863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1802884.625000 Penalty: 4712.789062
	Iteration 32Q: 3 clusters Score -1802885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1802898.375000 Penalty: 4712.789062
	Iteration 33Q: 3 clusters Score -1802898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1802914.125000 Penalty: 4712.789062
	Iteration 34Q: 3 clusters Score -1802914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1802926.000000 Penalty: 4712.789062
	Iteration 35Q: 3 clusters Score -1802926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1802931.375000 Penalty: 4712.789062
	Iteration 36Q: 3 clusters Score -1802931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1802933.375000 Penalty: 4712.789062
	Iteration 37Q: 3 clusters Score -1802933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1802935.750000 Penalty: 4712.789062
	Iteration 38Q: 3 clusters Score -1802936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1802936.625000 Penalty: 4712.789062
	Iteration 39Q: 3 clusters Score -1802937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1802940.250000 Penalty: 4712.789062
	Iteration 40F: 3 clusters Score -1802940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1802945.250000 Penalty: 4712.789062
	Iteration 41Q: 3 clusters Score -1802945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1802952.625000 Penalty: 4712.789062
	Iteration 42Q: 3 clusters Score -1802953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1802955.625000 Penalty: 4712.789062
	Iteration 43Q: 3 clusters Score -1802956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1802957.750000 Penalty: 4712.789062
	Iteration 44Q: 3 clusters Score -1802958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1802958.250000 Penalty: 4712.789062
	Iteration 45Q: 3 clusters Score -1802958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1802961.250000 Penalty: 4712.789062
	Iteration 46Q: 3 clusters Score -1802961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1802958.375000 Penalty: 4712.789062
	Iteration 47Q: 3 clusters Score -1802958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1802958.375000 Penalty: 4712.789062
	Iteration 48F: 3 clusters Score -1802958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Entering Unmasked Estep 
Score: -5645982.000000 Penalty: 2648.197266
	Iteration 0F: 2 clusters Score -5645982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -5616555.500000 Penalty: 5296.394531
	Iteration 0F: 3 clusters Score -5616556 nChanged 19960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -5627356.000000 Penalty: 5296.394531
	Iteration 1F: 3 clusters Score -5627356 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5627848.000000 Penalty: 5296.394531
	Iteration 2Q: 3 clusters Score -5627848 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5628276.500000 Penalty: 5296.394531
	Iteration 3Q: 3 clusters Score -5628276 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5628701.000000 Penalty: 5296.394531
	Iteration 4Q: 3 clusters Score -5628701 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -5629255.500000 Penalty: 5296.394531
	Iteration 5Q: 3 clusters Score -5629256 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5629970.000000 Penalty: 5296.394531
	Iteration 6Q: 3 clusters Score -5629970 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -5631139.000000 Penalty: 5296.394531
	Iteration 7F: 3 clusters Score -5631139 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -5632905.000000 Penalty: 5296.394531
	Iteration 8F: 3 clusters Score -5632905 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -5635513.000000 Penalty: 5296.394531
	Iteration 9F: 3 clusters Score -5635513 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5638735.500000 Penalty: 5296.394531
	Iteration 10F: 3 clusters Score -5638736 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5641347.500000 Penalty: 5296.394531
	Iteration 11F: 3 clusters Score -5641348 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5642689.500000 Penalty: 5296.394531
	Iteration 12Q: 3 clusters Score -5642690 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5643210.000000 Penalty: 5296.394531
	Iteration 13Q: 3 clusters Score -5643210 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5643457.000000 Penalty: 5296.394531
	Iteration 14Q: 3 clusters Score -5643457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5643517.500000 Penalty: 5296.394531
	Iteration 15Q: 3 clusters Score -5643518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5643560.000000 Penalty: 5296.394531
	Iteration 16Q: 3 clusters Score -5643560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5643588.500000 Penalty: 5296.394531
	Iteration 17Q: 3 clusters Score -5643588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5643597.500000 Penalty: 5296.394531
	Iteration 18Q: 3 clusters Score -5643598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5643602.000000 Penalty: 5296.394531
	Iteration 19Q: 3 clusters Score -5643602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5643605.500000 Penalty: 5296.394531
	Iteration 20F: 3 clusters Score -5643606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Entering Unmasked Estep 
Score: -2719152.500000 Penalty: 2475.942139
	Iteration 0F: 2 clusters Score -2719152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2704001.000000 Penalty: 4951.884277
	Iteration 0F: 3 clusters Score -2704001 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2709189.750000 Penalty: 4951.884277
	Iteration 1F: 3 clusters Score -2709190 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2709724.000000 Penalty: 4951.884277
	Iteration 2F: 3 clusters Score -2709724 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2710271.500000 Penalty: 4951.884277
	Iteration 3Q: 3 clusters Score -2710272 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2710827.250000 Penalty: 4951.884277
	Iteration 4Q: 3 clusters Score -2710827 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2711360.000000 Penalty: 4951.884277
	Iteration 5Q: 3 clusters Score -2711360 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2711942.250000 Penalty: 4951.884277
	Iteration 6F: 3 clusters Score -2711942 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2712543.250000 Penalty: 4951.884277
	Iteration 7F: 3 clusters Score -2712543 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2713233.750000 Penalty: 4951.884277
	Iteration 8F: 3 clusters Score -2713234 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2714029.250000 Penalty: 4951.884277
	Iteration 9F: 3 clusters Score -2714029 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2714906.000000 Penalty: 4951.884277
	Iteration 10Q: 3 clusters Score -2714906 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2715702.000000 Penalty: 4951.884277
	Iteration 11Q: 3 clusters Score -2715702 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2716210.500000 Penalty: 4951.884277
	Iteration 12Q: 3 clusters Score -2716210 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2716501.500000 Penalty: 4951.884277
	Iteration 13Q: 3 clusters Score -2716502 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2716672.750000 Penalty: 4951.884277
	Iteration 14Q: 3 clusters Score -2716673 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2716806.500000 Penalty: 4951.884277
	Iteration 15Q: 3 clusters Score -2716806 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2716924.000000 Penalty: 4951.884277
	Iteration 16Q: 3 clusters Score -2716924 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2717060.250000 Penalty: 4951.884277
	Iteration 17Q: 3 clusters Score -2717060 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2717163.000000 Penalty: 4951.884277
	Iteration 18Q: 3 clusters Score -2717163 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2717225.750000 Penalty: 4951.884277
	Iteration 19Q: 3 clusters Score -2717226 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2717281.750000 Penalty: 4951.884277
	Iteration 20F: 3 clusters Score -2717282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2717327.500000 Penalty: 4951.884277
	Iteration 21Q: 3 clusters Score -2717328 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2717370.500000 Penalty: 4951.884277
	Iteration 22Q: 3 clusters Score -2717370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2717408.000000 Penalty: 4951.884277
	Iteration 23Q: 3 clusters Score -2717408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2717443.750000 Penalty: 4951.884277
	Iteration 24Q: 3 clusters Score -2717444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2717477.750000 Penalty: 4951.884277
	Iteration 25Q: 3 clusters Score -2717478 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2717496.000000 Penalty: 4951.884277
	Iteration 26Q: 3 clusters Score -2717496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2717526.500000 Penalty: 4951.884277
	Iteration 27Q: 3 clusters Score -2717526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2717552.500000 Penalty: 4951.884277
	Iteration 28Q: 3 clusters Score -2717552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2717572.000000 Penalty: 4951.884277
	Iteration 29Q: 3 clusters Score -2717572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2717586.500000 Penalty: 4951.884277
	Iteration 30Q: 3 clusters Score -2717586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2717605.250000 Penalty: 4951.884277
	Iteration 31Q: 3 clusters Score -2717605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2717616.250000 Penalty: 4951.884277
	Iteration 32Q: 3 clusters Score -2717616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2717631.000000 Penalty: 4951.884277
	Iteration 33Q: 3 clusters Score -2717631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2717653.750000 Penalty: 4951.884277
	Iteration 34Q: 3 clusters Score -2717654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2717670.500000 Penalty: 4951.884277
	Iteration 35Q: 3 clusters Score -2717670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2717705.750000 Penalty: 4951.884277
	Iteration 36Q: 3 clusters Score -2717706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2717743.750000 Penalty: 4951.884277
	Iteration 37Q: 3 clusters Score -2717744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2717767.250000 Penalty: 4951.884277
	Iteration 38Q: 3 clusters Score -2717767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2717795.250000 Penalty: 4951.884277
	Iteration 39Q: 3 clusters Score -2717795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2717799.750000 Penalty: 4951.884277
	Iteration 40F: 3 clusters Score -2717800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2717811.250000 Penalty: 4951.884277
	Iteration 41Q: 3 clusters Score -2717811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2717818.250000 Penalty: 4951.884277
	Iteration 42Q: 3 clusters Score -2717818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2717824.250000 Penalty: 4951.884277
	Iteration 43Q: 3 clusters Score -2717824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2717826.500000 Penalty: 4951.884277
	Iteration 44Q: 3 clusters Score -2717826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2717823.500000 Penalty: 4951.884277
	Iteration 45Q: 3 clusters Score -2717824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2717831.250000 Penalty: 4951.884277
	Iteration 46Q: 3 clusters Score -2717831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2717833.000000 Penalty: 4951.884277
	Iteration 47Q: 3 clusters Score -2717833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2717828.250000 Penalty: 4951.884277
	Iteration 48Q: 3 clusters Score -2717828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2717829.750000 Penalty: 4951.884277
	Iteration 49Q: 3 clusters Score -2717830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2717831.000000 Penalty: 4951.884277
	Iteration 50Q: 3 clusters Score -2717831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2717835.250000 Penalty: 4951.884277
	Iteration 51Q: 3 clusters Score -2717835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2717835.250000 Penalty: 4951.884277
	Iteration 52F: 3 clusters Score -2717835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -262148.687500 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -262148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -259536.656250 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -259536.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -259998.093750 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -259998.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -260201.578125 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -260201.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -260325.734375 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -260325.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -260398.500000 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -260398.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -260466.218750 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -260466.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -260502.453125 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -260502.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -260538.140625 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -260538.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -260583.625000 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -260583.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -260620.281250 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -260620.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -260657.718750 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -260657.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -260695.890625 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -260695.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -260740.718750 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -260740.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -260786.296875 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -260786.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -260844.625000 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -260844.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -260909.781250 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -260909.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -260993.234375 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -260993.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -261118.421875 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -261118.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -261261.609375 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -261261.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -261409.625000 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -261409.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -261595.531250 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -261595.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -261690.843750 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -261690.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -261731.609375 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -261731.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -261747.312500 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -261747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -261753.562500 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -261753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -261756.171875 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -261756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -261757.187500 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -261757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -261757.187500 Penalty: 3772.768311
	Iteration 27F: 3 clusters Score -261757.2 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: -86653.804688 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -86653.8 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 380 members 
Entering Unmasked Estep 
Score: -85031.937500 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -85031.94 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85792.156250 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -85792.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86131.546875 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -86131.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86409.414062 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -86409.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86535.289062 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -86535.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86604.648438 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -86604.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86665.718750 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -86665.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86743.664062 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -86743.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86802.085938 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -86802.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86863.070312 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -86863.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86878.359375 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -86878.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86888.984375 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -86888.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86889.875000 Penalty: 3313.704102
	Iteration 12F: 3 clusters Score -86889.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86895.882812 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -86895.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86899.640625 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -86899.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86899.640625 Penalty: 3313.704102
	Iteration 15F: 3 clusters Score -86899.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17709 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45067 members 
Mstep: Class 8 contains 36792 members 
Mstep: Class 9 contains 23254 members 
Mstep: Class 10 contains 21910 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192044 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41780 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205177 members 
Mstep: Class 22 contains 13381 members 
Mstep: Class 23 contains 43400 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 39219 members 
Mstep: Class 34 contains 447 members 
Entering Unmasked Estep 
Score: -133243848.000000 Penalty: 116723.625000
Splitting cluster 26 changes total score from -133244168.000000 to -133243848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (16052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Entering Unmasked Estep 
Score: -2170058.250000 Penalty: 2401.530029
	Iteration 0F: 2 clusters Score -2170058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2158462.750000 Penalty: 4803.060059
	Iteration 0F: 3 clusters Score -2158463 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2162130.750000 Penalty: 4803.060059
	Iteration 1F: 3 clusters Score -2162131 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2162483.500000 Penalty: 4803.060059
	Iteration 2F: 3 clusters Score -2162484 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2162784.500000 Penalty: 4803.060059
	Iteration 3Q: 3 clusters Score -2162784 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2163061.250000 Penalty: 4803.060059
	Iteration 4Q: 3 clusters Score -2163061 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2163276.500000 Penalty: 4803.060059
	Iteration 5Q: 3 clusters Score -2163276 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2163496.500000 Penalty: 4803.060059
	Iteration 6Q: 3 clusters Score -2163496 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2163722.750000 Penalty: 4803.060059
	Iteration 7Q: 3 clusters Score -2163723 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2163936.000000 Penalty: 4803.060059
	Iteration 8Q: 3 clusters Score -2163936 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2164163.500000 Penalty: 4803.060059
	Iteration 9Q: 3 clusters Score -2164164 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2164451.250000 Penalty: 4803.060059
	Iteration 10Q: 3 clusters Score -2164451 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2164834.000000 Penalty: 4803.060059
	Iteration 11Q: 3 clusters Score -2164834 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2165211.750000 Penalty: 4803.060059
	Iteration 12Q: 3 clusters Score -2165212 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2165558.750000 Penalty: 4803.060059
	Iteration 13Q: 3 clusters Score -2165559 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2165829.250000 Penalty: 4803.060059
	Iteration 14Q: 3 clusters Score -2165829 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2166025.000000 Penalty: 4803.060059
	Iteration 15Q: 3 clusters Score -2166025 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2166153.250000 Penalty: 4803.060059
	Iteration 16Q: 3 clusters Score -2166153 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2166221.000000 Penalty: 4803.060059
	Iteration 17Q: 3 clusters Score -2166221 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2166291.750000 Penalty: 4803.060059
	Iteration 18Q: 3 clusters Score -2166292 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2166336.500000 Penalty: 4803.060059
	Iteration 19Q: 3 clusters Score -2166336 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2166370.500000 Penalty: 4803.060059
	Iteration 20F: 3 clusters Score -2166370 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2166402.000000 Penalty: 4803.060059
	Iteration 21Q: 3 clusters Score -2166402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2166431.000000 Penalty: 4803.060059
	Iteration 22Q: 3 clusters Score -2166431 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2166454.500000 Penalty: 4803.060059
	Iteration 23Q: 3 clusters Score -2166454 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2166482.500000 Penalty: 4803.060059
	Iteration 24Q: 3 clusters Score -2166482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2166504.500000 Penalty: 4803.060059
	Iteration 25Q: 3 clusters Score -2166504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2166516.500000 Penalty: 4803.060059
	Iteration 26Q: 3 clusters Score -2166516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2166532.250000 Penalty: 4803.060059
	Iteration 27Q: 3 clusters Score -2166532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2166543.750000 Penalty: 4803.060059
	Iteration 28Q: 3 clusters Score -2166544 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2166558.500000 Penalty: 4803.060059
	Iteration 29Q: 3 clusters Score -2166558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2166578.750000 Penalty: 4803.060059
	Iteration 30Q: 3 clusters Score -2166579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2166588.000000 Penalty: 4803.060059
	Iteration 31Q: 3 clusters Score -2166588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2166605.000000 Penalty: 4803.060059
	Iteration 32Q: 3 clusters Score -2166605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2166618.750000 Penalty: 4803.060059
	Iteration 33Q: 3 clusters Score -2166619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2166633.500000 Penalty: 4803.060059
	Iteration 34Q: 3 clusters Score -2166634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2166640.750000 Penalty: 4803.060059
	Iteration 35Q: 3 clusters Score -2166641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2166654.000000 Penalty: 4803.060059
	Iteration 36Q: 3 clusters Score -2166654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2166670.500000 Penalty: 4803.060059
	Iteration 37Q: 3 clusters Score -2166670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2166683.000000 Penalty: 4803.060059
	Iteration 38Q: 3 clusters Score -2166683 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2166693.000000 Penalty: 4803.060059
	Iteration 39Q: 3 clusters Score -2166693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2166702.000000 Penalty: 4803.060059
	Iteration 40F: 3 clusters Score -2166702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2166706.250000 Penalty: 4803.060059
	Iteration 41Q: 3 clusters Score -2166706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2166720.500000 Penalty: 4803.060059
	Iteration 42Q: 3 clusters Score -2166720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2166726.500000 Penalty: 4803.060059
	Iteration 43Q: 3 clusters Score -2166726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2166730.000000 Penalty: 4803.060059
	Iteration 44Q: 3 clusters Score -2166730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2166738.500000 Penalty: 4803.060059
	Iteration 45Q: 3 clusters Score -2166738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2166743.500000 Penalty: 4803.060059
	Iteration 46Q: 3 clusters Score -2166744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2166753.500000 Penalty: 4803.060059
	Iteration 47Q: 3 clusters Score -2166754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2166759.250000 Penalty: 4803.060059
	Iteration 48Q: 3 clusters Score -2166759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2166770.250000 Penalty: 4803.060059
	Iteration 49Q: 3 clusters Score -2166770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2166776.000000 Penalty: 4803.060059
	Iteration 50Q: 3 clusters Score -2166776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2166789.500000 Penalty: 4803.060059
	Iteration 51Q: 3 clusters Score -2166790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2166795.500000 Penalty: 4803.060059
	Iteration 52Q: 3 clusters Score -2166796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2166804.250000 Penalty: 4803.060059
	Iteration 53Q: 3 clusters Score -2166804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2166814.250000 Penalty: 4803.060059
	Iteration 54Q: 3 clusters Score -2166814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2166825.750000 Penalty: 4803.060059
	Iteration 55Q: 3 clusters Score -2166826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2166843.750000 Penalty: 4803.060059
	Iteration 56Q: 3 clusters Score -2166844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2166852.250000 Penalty: 4803.060059
	Iteration 57Q: 3 clusters Score -2166852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2166864.000000 Penalty: 4803.060059
	Iteration 58Q: 3 clusters Score -2166864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2166879.500000 Penalty: 4803.060059
	Iteration 59Q: 3 clusters Score -2166880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2166905.750000 Penalty: 4803.060059
	Iteration 60F: 3 clusters Score -2166906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2166921.750000 Penalty: 4803.060059
	Iteration 61Q: 3 clusters Score -2166922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2166941.750000 Penalty: 4803.060059
	Iteration 62Q: 3 clusters Score -2166942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2166956.000000 Penalty: 4803.060059
	Iteration 63Q: 3 clusters Score -2166956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2166975.500000 Penalty: 4803.060059
	Iteration 64Q: 3 clusters Score -2166976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2167003.750000 Penalty: 4803.060059
	Iteration 65Q: 3 clusters Score -2167004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2167033.000000 Penalty: 4803.060059
	Iteration 66Q: 3 clusters Score -2167033 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2167054.500000 Penalty: 4803.060059
	Iteration 67Q: 3 clusters Score -2167054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2167083.250000 Penalty: 4803.060059
	Iteration 68Q: 3 clusters Score -2167083 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2167105.500000 Penalty: 4803.060059
	Iteration 69Q: 3 clusters Score -2167106 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2167146.250000 Penalty: 4803.060059
	Iteration 70Q: 3 clusters Score -2167146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2167180.750000 Penalty: 4803.060059
	Iteration 71Q: 3 clusters Score -2167181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2167205.250000 Penalty: 4803.060059
	Iteration 72Q: 3 clusters Score -2167205 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2167231.500000 Penalty: 4803.060059
	Iteration 73Q: 3 clusters Score -2167232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2167268.500000 Penalty: 4803.060059
	Iteration 74Q: 3 clusters Score -2167268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2167295.750000 Penalty: 4803.060059
	Iteration 75Q: 3 clusters Score -2167296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2167339.500000 Penalty: 4803.060059
	Iteration 76Q: 3 clusters Score -2167340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2167370.250000 Penalty: 4803.060059
	Iteration 77Q: 3 clusters Score -2167370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2167406.000000 Penalty: 4803.060059
	Iteration 78Q: 3 clusters Score -2167406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2167437.250000 Penalty: 4803.060059
	Iteration 79Q: 3 clusters Score -2167437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2167472.000000 Penalty: 4803.060059
	Iteration 80F: 3 clusters Score -2167472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2167500.750000 Penalty: 4803.060059
	Iteration 81Q: 3 clusters Score -2167501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2167541.250000 Penalty: 4803.060059
	Iteration 82Q: 3 clusters Score -2167541 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2167580.750000 Penalty: 4803.060059
	Iteration 83Q: 3 clusters Score -2167581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2167615.500000 Penalty: 4803.060059
	Iteration 84Q: 3 clusters Score -2167616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2167655.500000 Penalty: 4803.060059
	Iteration 85Q: 3 clusters Score -2167656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2167686.250000 Penalty: 4803.060059
	Iteration 86Q: 3 clusters Score -2167686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2167716.000000 Penalty: 4803.060059
	Iteration 87Q: 3 clusters Score -2167716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2167734.000000 Penalty: 4803.060059
	Iteration 88Q: 3 clusters Score -2167734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2167754.250000 Penalty: 4803.060059
	Iteration 89Q: 3 clusters Score -2167754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2167774.500000 Penalty: 4803.060059
	Iteration 90Q: 3 clusters Score -2167774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2167792.750000 Penalty: 4803.060059
	Iteration 91Q: 3 clusters Score -2167793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2167824.000000 Penalty: 4803.060059
	Iteration 92Q: 3 clusters Score -2167824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2167841.750000 Penalty: 4803.060059
	Iteration 93Q: 3 clusters Score -2167842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2167859.000000 Penalty: 4803.060059
	Iteration 94Q: 3 clusters Score -2167859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2167870.250000 Penalty: 4803.060059
	Iteration 95Q: 3 clusters Score -2167870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2167877.500000 Penalty: 4803.060059
	Iteration 96Q: 3 clusters Score -2167878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2167886.000000 Penalty: 4803.060059
	Iteration 97Q: 3 clusters Score -2167886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2167885.500000 Penalty: 4803.060059
	Iteration 98Q: 3 clusters Score -2167886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2167892.000000 Penalty: 4803.060059
	Iteration 99Q: 3 clusters Score -2167892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2167895.750000 Penalty: 4803.060059
	Iteration 100F: 3 clusters Score -2167896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2167902.000000 Penalty: 4803.060059
	Iteration 101Q: 3 clusters Score -2167902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2167909.500000 Penalty: 4803.060059
	Iteration 102Q: 3 clusters Score -2167910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2167912.000000 Penalty: 4803.060059
	Iteration 103Q: 3 clusters Score -2167912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2167917.000000 Penalty: 4803.060059
	Iteration 104Q: 3 clusters Score -2167917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2167919.000000 Penalty: 4803.060059
	Iteration 105Q: 3 clusters Score -2167919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2167922.500000 Penalty: 4803.060059
	Iteration 106Q: 3 clusters Score -2167922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2167926.500000 Penalty: 4803.060059
	Iteration 107Q: 3 clusters Score -2167926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2167928.500000 Penalty: 4803.060059
	Iteration 108Q: 3 clusters Score -2167928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2167928.500000 Penalty: 4803.060059
	Iteration 109F: 3 clusters Score -2167928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -74010.890625 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -74010.89 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 356 members 
Entering Unmasked Estep 
Score: -72454.835938 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -72454.84 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73021.796875 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -73021.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73381.851562 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -73381.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73528.218750 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -73528.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73609.281250 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -73609.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -73690.937500 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -73690.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73771.031250 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -73771.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -73867.984375 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -73867.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -73909.945312 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -73909.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -73916.156250 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -73916.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -73920.273438 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -73920.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -73920.273438 Penalty: 3237.867188
	Iteration 11F: 3 clusters Score -73920.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Entering Unmasked Estep 
Score: -413287.250000 Penalty: 2030.932617
	Iteration 0F: 2 clusters Score -413287.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -409660.437500 Penalty: 4061.865234
	Iteration 0F: 3 clusters Score -409660.4 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -410440.718750 Penalty: 4061.865234
	Iteration 1F: 3 clusters Score -410440.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -410606.843750 Penalty: 4061.865234
	Iteration 2F: 3 clusters Score -410606.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -410717.781250 Penalty: 4061.865234
	Iteration 3Q: 3 clusters Score -410717.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -410796.687500 Penalty: 4061.865234
	Iteration 4Q: 3 clusters Score -410796.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -410848.312500 Penalty: 4061.865234
	Iteration 5Q: 3 clusters Score -410848.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -410887.000000 Penalty: 4061.865234
	Iteration 6Q: 3 clusters Score -410887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -410913.718750 Penalty: 4061.865234
	Iteration 7Q: 3 clusters Score -410913.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -410929.812500 Penalty: 4061.865234
	Iteration 8Q: 3 clusters Score -410929.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -410944.500000 Penalty: 4061.865234
	Iteration 9Q: 3 clusters Score -410944.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -410958.593750 Penalty: 4061.865234
	Iteration 10Q: 3 clusters Score -410958.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -410977.250000 Penalty: 4061.865234
	Iteration 11Q: 3 clusters Score -410977.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -410991.156250 Penalty: 4061.865234
	Iteration 12Q: 3 clusters Score -410991.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -411001.312500 Penalty: 4061.865234
	Iteration 13Q: 3 clusters Score -411001.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -411008.875000 Penalty: 4061.865234
	Iteration 14Q: 3 clusters Score -411008.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -411013.937500 Penalty: 4061.865234
	Iteration 15Q: 3 clusters Score -411013.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -411019.218750 Penalty: 4061.865234
	Iteration 16Q: 3 clusters Score -411019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -411020.687500 Penalty: 4061.865234
	Iteration 17Q: 3 clusters Score -411020.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -411022.656250 Penalty: 4061.865234
	Iteration 18Q: 3 clusters Score -411022.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -411024.031250 Penalty: 4061.865234
	Iteration 19Q: 3 clusters Score -411024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -411026.125000 Penalty: 4061.865234
	Iteration 20F: 3 clusters Score -411026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -411026.531250 Penalty: 4061.865234
	Iteration 21Q: 3 clusters Score -411026.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -411027.875000 Penalty: 4061.865234
	Iteration 22Q: 3 clusters Score -411027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -411028.687500 Penalty: 4061.865234
	Iteration 23Q: 3 clusters Score -411028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -411028.406250 Penalty: 4061.865234
	Iteration 24Q: 3 clusters Score -411028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -411029.406250 Penalty: 4061.865234
	Iteration 25Q: 3 clusters Score -411029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -411030.031250 Penalty: 4061.865234
	Iteration 26Q: 3 clusters Score -411030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -411030.937500 Penalty: 4061.865234
	Iteration 27Q: 3 clusters Score -411030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -411031.937500 Penalty: 4061.865234
	Iteration 28Q: 3 clusters Score -411031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -411032.750000 Penalty: 4061.865234
	Iteration 29Q: 3 clusters Score -411032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -411032.750000 Penalty: 4061.865234
	Iteration 30F: 3 clusters Score -411032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -114941.750000 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -114941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113085.664062 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -113085.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113382.687500 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -113382.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113509.867188 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -113509.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113604.195312 Penalty: 3377.830566
	Iteration 3Q: 3 clusters Score -113604.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113670.570312 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -113670.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113705.421875 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -113705.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113736.070312 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -113736.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113759.476562 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -113759.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113775.523438 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -113775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113781.984375 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -113782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113790.273438 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -113790.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113802.421875 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -113802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113813.335938 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -113813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113824.546875 Penalty: 3377.830566
	Iteration 13Q: 3 clusters Score -113824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113831.164062 Penalty: 3377.830566
	Iteration 14Q: 3 clusters Score -113831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113831.164062 Penalty: 3377.830566
	Iteration 15F: 3 clusters Score -113831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -197550.812500 Penalty: 1820.366455
	Iteration 0F: 2 clusters Score -197550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -195249.984375 Penalty: 3640.732910
	Iteration 0F: 3 clusters Score -195250 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -195627.234375 Penalty: 3640.732910
	Iteration 1F: 3 clusters Score -195627.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -195731.125000 Penalty: 3640.732910
	Iteration 2F: 3 clusters Score -195731.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -195780.484375 Penalty: 3640.732910
	Iteration 3Q: 3 clusters Score -195780.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -195813.406250 Penalty: 3640.732910
	Iteration 4Q: 3 clusters Score -195813.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -195852.671875 Penalty: 3640.732910
	Iteration 5Q: 3 clusters Score -195852.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -195881.812500 Penalty: 3640.732910
	Iteration 6Q: 3 clusters Score -195881.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -195898.890625 Penalty: 3640.732910
	Iteration 7Q: 3 clusters Score -195898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -195908.000000 Penalty: 3640.732910
	Iteration 8Q: 3 clusters Score -195908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -195916.390625 Penalty: 3640.732910
	Iteration 9Q: 3 clusters Score -195916.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -195926.671875 Penalty: 3640.732910
	Iteration 10Q: 3 clusters Score -195926.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -195931.890625 Penalty: 3640.732910
	Iteration 11Q: 3 clusters Score -195931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -195934.953125 Penalty: 3640.732910
	Iteration 12Q: 3 clusters Score -195935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -195945.375000 Penalty: 3640.732910
	Iteration 13Q: 3 clusters Score -195945.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -195957.843750 Penalty: 3640.732910
	Iteration 14Q: 3 clusters Score -195957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -195973.078125 Penalty: 3640.732910
	Iteration 15Q: 3 clusters Score -195973.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -196014.296875 Penalty: 3640.732910
	Iteration 16Q: 3 clusters Score -196014.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -196057.968750 Penalty: 3640.732910
	Iteration 17Q: 3 clusters Score -196058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196102.312500 Penalty: 3640.732910
	Iteration 18Q: 3 clusters Score -196102.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -196160.843750 Penalty: 3640.732910
	Iteration 19Q: 3 clusters Score -196160.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -196226.593750 Penalty: 3640.732910
	Iteration 20F: 3 clusters Score -196226.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -196313.687500 Penalty: 3640.732910
	Iteration 21Q: 3 clusters Score -196313.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -196464.390625 Penalty: 3640.732910
	Iteration 22Q: 3 clusters Score -196464.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -196649.671875 Penalty: 3640.732910
	Iteration 23Q: 3 clusters Score -196649.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -196844.468750 Penalty: 3640.732910
	Iteration 24Q: 3 clusters Score -196844.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -196986.671875 Penalty: 3640.732910
	Iteration 25Q: 3 clusters Score -196986.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -197108.453125 Penalty: 3640.732910
	Iteration 26Q: 3 clusters Score -197108.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -197194.484375 Penalty: 3640.732910
	Iteration 27Q: 3 clusters Score -197194.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -197247.281250 Penalty: 3640.732910
	Iteration 28Q: 3 clusters Score -197247.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -197274.750000 Penalty: 3640.732910
	Iteration 29Q: 3 clusters Score -197274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -197301.109375 Penalty: 3640.732910
	Iteration 30Q: 3 clusters Score -197301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197330.468750 Penalty: 3640.732910
	Iteration 31Q: 3 clusters Score -197330.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -197367.531250 Penalty: 3640.732910
	Iteration 32Q: 3 clusters Score -197367.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -197394.968750 Penalty: 3640.732910
	Iteration 33Q: 3 clusters Score -197395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -197401.109375 Penalty: 3640.732910
	Iteration 34Q: 3 clusters Score -197401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -197404.687500 Penalty: 3640.732910
	Iteration 35Q: 3 clusters Score -197404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -197407.359375 Penalty: 3640.732910
	Iteration 36Q: 3 clusters Score -197407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -197408.312500 Penalty: 3640.732910
	Iteration 37Q: 3 clusters Score -197408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -197408.312500 Penalty: 3640.732910
	Iteration 38F: 3 clusters Score -197408.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -60714.710938 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -60714.71 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 294 members 
Entering Unmasked Estep 
Score: -59183.503906 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -59183.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59476.628906 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -59476.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59637.476562 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -59637.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59734.355469 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -59734.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59825.808594 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -59825.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59927.136719 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -59927.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60012.968750 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -60012.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60119.492188 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -60119.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60266.347656 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -60266.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60440.218750 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -60440.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60571.058594 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -60571.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60580.738281 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -60580.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60590.371094 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -60590.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60598.234375 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -60598.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60602.078125 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -60602.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60606.226562 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -60606.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60607.664062 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -60607.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60610.789062 Penalty: 3111.347168
	Iteration 17F: 3 clusters Score -60610.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60614.246094 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -60614.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60618.019531 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -60618.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60622.101562 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -60622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60623.003906 Penalty: 3111.347168
	Iteration 21Q: 3 clusters Score -60623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60623.003906 Penalty: 3111.347168
	Iteration 22F: 3 clusters Score -60623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17709 members 
Mstep: Class 5 contains 11414 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45067 members 
Mstep: Class 8 contains 36792 members 
Mstep: Class 9 contains 23254 members 
Mstep: Class 10 contains 21910 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 192044 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41780 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205177 members 
Mstep: Class 22 contains 13381 members 
Mstep: Class 23 contains 43400 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 1541 members 
Mstep: Class 32 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248960.000000 Penalty: 113290.578125
Iteration 199Q: 34 clusters Score -1.33249e+08 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17763 members 
Mstep: Class 5 contains 11415 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45157 members 
Mstep: Class 8 contains 36882 members 
Mstep: Class 9 contains 23316 members 
Mstep: Class 10 contains 21258 members 
Mstep: Class 11 contains 190416 members 
Mstep: Class 12 contains 1922 members 
Mstep: Class 13 contains 193713 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41943 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 17743 members 
Mstep: Class 21 contains 206115 members 
Mstep: Class 22 contains 13415 members 
Mstep: Class 23 contains 43401 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 25 contains 2029 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 36470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133251272.000000 Penalty: 113290.578125
Iteration 200F: 34 clusters Score -1.332513e+08 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17744 members 
Mstep: Class 5 contains 11411 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45130 members 
Mstep: Class 8 contains 36809 members 
Mstep: Class 9 contains 23301 members 
Mstep: Class 10 contains 20824 members 
Mstep: Class 11 contains 190400 members 
Mstep: Class 12 contains 1922 members 
Mstep: Class 13 contains 194321 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41904 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 20 contains 17766 members 
Mstep: Class 21 contains 206067 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 43420 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2028 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 1521 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 36470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252416.000000 Penalty: 113290.578125
Iteration 201Q: 34 clusters Score -1.332524e+08 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17722 members 
Mstep: Class 5 contains 11405 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45140 members 
Mstep: Class 8 contains 36777 members 
Mstep: Class 9 contains 23279 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 190391 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 194945 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41899 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 17778 members 
Mstep: Class 21 contains 205943 members 
Mstep: Class 22 contains 13451 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 21685 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16111 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3603 members 
Mstep: Class 30 contains 912 members 
Mstep: Class 31 contains 1508 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 36305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252576.000000 Penalty: 113290.578125
Iteration 202Q: 34 clusters Score -1.332526e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 2639 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17687 members 
Mstep: Class 5 contains 11398 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45157 members 
Mstep: Class 8 contains 36760 members 
Mstep: Class 9 contains 23267 members 
Mstep: Class 10 contains 20366 members 
Mstep: Class 11 contains 190389 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 195527 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41893 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 2227 members 
Mstep: Class 20 contains 17776 members 
Mstep: Class 21 contains 205823 members 
Mstep: Class 22 contains 13447 members 
Mstep: Class 23 contains 43407 members 
Mstep: Class 24 contains 21686 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3606 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 1493 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 36120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252656.000000 Penalty: 113290.578125
Iteration 203Q: 34 clusters Score -1.332527e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17656 members 
Mstep: Class 5 contains 11391 members 
Mstep: Class 6 contains 11533 members 
Mstep: Class 7 contains 45187 members 
Mstep: Class 8 contains 36740 members 
Mstep: Class 9 contains 23255 members 
Mstep: Class 10 contains 20202 members 
Mstep: Class 11 contains 190383 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196092 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41884 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 205689 members 
Mstep: Class 22 contains 13454 members 
Mstep: Class 23 contains 43399 members 
Mstep: Class 24 contains 21692 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16190 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3606 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1490 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252912.000000 Penalty: 113290.578125
Iteration 204Q: 34 clusters Score -1.332529e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 11385 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 45214 members 
Mstep: Class 8 contains 36732 members 
Mstep: Class 9 contains 23232 members 
Mstep: Class 10 contains 20075 members 
Mstep: Class 11 contains 190373 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 196554 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41875 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 2217 members 
Mstep: Class 20 contains 17728 members 
Mstep: Class 21 contains 205557 members 
Mstep: Class 22 contains 13455 members 
Mstep: Class 23 contains 43395 members 
Mstep: Class 24 contains 21694 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16241 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3607 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1491 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252984.000000 Penalty: 113290.578125
Iteration 205Q: 34 clusters Score -1.33253e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17584 members 
Mstep: Class 5 contains 11373 members 
Mstep: Class 6 contains 11532 members 
Mstep: Class 7 contains 45239 members 
Mstep: Class 8 contains 36724 members 
Mstep: Class 9 contains 23208 members 
Mstep: Class 10 contains 19963 members 
Mstep: Class 11 contains 190367 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 197000 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41845 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1989 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 17697 members 
Mstep: Class 21 contains 205432 members 
Mstep: Class 22 contains 13452 members 
Mstep: Class 23 contains 43406 members 
Mstep: Class 24 contains 21693 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16296 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3608 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252880.000000 Penalty: 113290.578125
Iteration 206Q: 34 clusters Score -1.332529e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17551 members 
Mstep: Class 5 contains 11364 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 45259 members 
Mstep: Class 8 contains 36734 members 
Mstep: Class 9 contains 23165 members 
Mstep: Class 10 contains 19888 members 
Mstep: Class 11 contains 190368 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 197335 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41806 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 2210 members 
Mstep: Class 20 contains 17677 members 
Mstep: Class 21 contains 205349 members 
Mstep: Class 22 contains 13452 members 
Mstep: Class 23 contains 43415 members 
Mstep: Class 24 contains 21691 members 
Mstep: Class 25 contains 2028 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16360 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3611 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1500 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252976.000000 Penalty: 113290.578125
Iteration 207Q: 34 clusters Score -1.33253e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17514 members 
Mstep: Class 5 contains 11355 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45284 members 
Mstep: Class 8 contains 36746 members 
Mstep: Class 9 contains 23129 members 
Mstep: Class 10 contains 19841 members 
Mstep: Class 11 contains 190368 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 197625 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 41767 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 205250 members 
Mstep: Class 22 contains 13456 members 
Mstep: Class 23 contains 43426 members 
Mstep: Class 24 contains 21702 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16412 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3613 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252912.000000 Penalty: 113290.578125
Iteration 208Q: 34 clusters Score -1.332529e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17478 members 
Mstep: Class 5 contains 11351 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45301 members 
Mstep: Class 8 contains 36753 members 
Mstep: Class 9 contains 23092 members 
Mstep: Class 10 contains 19809 members 
Mstep: Class 11 contains 190362 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 197821 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4258 members 
Mstep: Class 16 contains 41733 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1991 members 
Mstep: Class 19 contains 2206 members 
Mstep: Class 20 contains 17654 members 
Mstep: Class 21 contains 205210 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 43422 members 
Mstep: Class 24 contains 21704 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3613 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133253024.000000 Penalty: 113290.578125
Iteration 209Q: 34 clusters Score -1.33253e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17447 members 
Mstep: Class 5 contains 11348 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45323 members 
Mstep: Class 8 contains 36763 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 19775 members 
Mstep: Class 11 contains 190356 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 197923 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 41716 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 2202 members 
Mstep: Class 20 contains 17646 members 
Mstep: Class 21 contains 205251 members 
Mstep: Class 22 contains 13476 members 
Mstep: Class 23 contains 43406 members 
Mstep: Class 24 contains 21702 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16501 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3613 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 1502 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133253136.000000 Penalty: 113290.578125
Iteration 210Q: 34 clusters Score -1.332531e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17414 members 
Mstep: Class 5 contains 11344 members 
Mstep: Class 6 contains 11527 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 36769 members 
Mstep: Class 9 contains 23024 members 
Mstep: Class 10 contains 19753 members 
Mstep: Class 11 contains 190348 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 198022 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 41700 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 2203 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 205280 members 
Mstep: Class 22 contains 13481 members 
Mstep: Class 23 contains 43412 members 
Mstep: Class 24 contains 21703 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16547 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3614 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252840.000000 Penalty: 113290.578125
Iteration 211Q: 34 clusters Score -1.332528e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17390 members 
Mstep: Class 5 contains 11341 members 
Mstep: Class 6 contains 11527 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36778 members 
Mstep: Class 9 contains 22996 members 
Mstep: Class 10 contains 19738 members 
Mstep: Class 11 contains 190341 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 198069 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 41671 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 2202 members 
Mstep: Class 20 contains 17630 members 
Mstep: Class 21 contains 205357 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43420 members 
Mstep: Class 24 contains 21702 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16580 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3614 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252744.000000 Penalty: 113290.578125
Iteration 212Q: 34 clusters Score -1.332527e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17370 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 11527 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36791 members 
Mstep: Class 9 contains 22978 members 
Mstep: Class 10 contains 19715 members 
Mstep: Class 11 contains 190334 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 198077 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 41649 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 17625 members 
Mstep: Class 21 contains 205435 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43433 members 
Mstep: Class 24 contains 21701 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16614 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3614 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1502 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252904.000000 Penalty: 113290.578125
Iteration 213Q: 34 clusters Score -1.332529e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17358 members 
Mstep: Class 5 contains 11331 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 36799 members 
Mstep: Class 9 contains 22958 members 
Mstep: Class 10 contains 19705 members 
Mstep: Class 11 contains 190331 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 198095 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 41628 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 17612 members 
Mstep: Class 21 contains 205498 members 
Mstep: Class 22 contains 13486 members 
Mstep: Class 23 contains 43441 members 
Mstep: Class 24 contains 21703 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3615 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252808.000000 Penalty: 113290.578125
Iteration 214Q: 34 clusters Score -1.332528e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17344 members 
Mstep: Class 5 contains 11330 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45363 members 
Mstep: Class 8 contains 36797 members 
Mstep: Class 9 contains 22938 members 
Mstep: Class 10 contains 19697 members 
Mstep: Class 11 contains 190331 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 198059 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 41622 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1989 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 17600 members 
Mstep: Class 21 contains 205584 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43463 members 
Mstep: Class 24 contains 21703 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16666 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3615 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252856.000000 Penalty: 113290.578125
Iteration 215Q: 34 clusters Score -1.332529e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17332 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45376 members 
Mstep: Class 8 contains 36807 members 
Mstep: Class 9 contains 22920 members 
Mstep: Class 10 contains 19694 members 
Mstep: Class 11 contains 190328 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 197969 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 41605 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1989 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 17602 members 
Mstep: Class 21 contains 205713 members 
Mstep: Class 22 contains 13476 members 
Mstep: Class 23 contains 43484 members 
Mstep: Class 24 contains 21703 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16679 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3615 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 35011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252688.000000 Penalty: 113290.578125
Iteration 216Q: 34 clusters Score -1.332527e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17320 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45382 members 
Mstep: Class 8 contains 36816 members 
Mstep: Class 9 contains 22913 members 
Mstep: Class 10 contains 19693 members 
Mstep: Class 11 contains 190329 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 197825 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 41608 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 17605 members 
Mstep: Class 21 contains 205860 members 
Mstep: Class 22 contains 13473 members 
Mstep: Class 23 contains 43498 members 
Mstep: Class 24 contains 21694 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3618 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1500 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252840.000000 Penalty: 113290.578125
Iteration 217Q: 34 clusters Score -1.332528e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17310 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45398 members 
Mstep: Class 8 contains 36829 members 
Mstep: Class 9 contains 22906 members 
Mstep: Class 10 contains 19698 members 
Mstep: Class 11 contains 190322 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 197701 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 41614 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 17605 members 
Mstep: Class 21 contains 205978 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 43511 members 
Mstep: Class 24 contains 21684 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3620 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1498 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252912.000000 Penalty: 113290.578125
Iteration 218Q: 34 clusters Score -1.332529e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17303 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45404 members 
Mstep: Class 8 contains 36835 members 
Mstep: Class 9 contains 22900 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 190319 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 197580 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 41622 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 2199 members 
Mstep: Class 20 contains 17601 members 
Mstep: Class 21 contains 206099 members 
Mstep: Class 22 contains 13466 members 
Mstep: Class 23 contains 43525 members 
Mstep: Class 24 contains 21677 members 
Mstep: Class 25 contains 2028 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16726 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3621 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133253032.000000 Penalty: 113290.578125
Iteration 219Q: 34 clusters Score -1.33253e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17298 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45407 members 
Mstep: Class 8 contains 36845 members 
Mstep: Class 9 contains 22900 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 190309 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 197465 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 41624 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 2198 members 
Mstep: Class 20 contains 17596 members 
Mstep: Class 21 contains 206223 members 
Mstep: Class 22 contains 13464 members 
Mstep: Class 23 contains 43537 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2028 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16739 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3623 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252888.000000 Penalty: 113290.578125
Iteration 220F: 34 clusters Score -1.332529e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17292 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45407 members 
Mstep: Class 8 contains 36851 members 
Mstep: Class 9 contains 22891 members 
Mstep: Class 10 contains 19678 members 
Mstep: Class 11 contains 190308 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 197343 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 41631 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 2199 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 206362 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 43552 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16748 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3626 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34935 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 34 clusters Score -1.332529e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17281 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45399 members 
Mstep: Class 8 contains 36854 members 
Mstep: Class 9 contains 22888 members 
Mstep: Class 10 contains 19668 members 
Mstep: Class 11 contains 190304 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 197257 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 41638 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 2198 members 
Mstep: Class 20 contains 17590 members 
Mstep: Class 21 contains 206461 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 43574 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16762 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34918 members 
Entering Unmasked Estep 
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Iteration 222Q: 34 clusters Score -1.332529e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17271 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45398 members 
Mstep: Class 8 contains 36848 members 
Mstep: Class 9 contains 22885 members 
Mstep: Class 10 contains 19658 members 
Mstep: Class 11 contains 190300 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 197154 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 41632 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 2199 members 
Mstep: Class 20 contains 17581 members 
Mstep: Class 21 contains 206571 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 43591 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16776 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252800.000000 Penalty: 113290.578125
Iteration 223Q: 34 clusters Score -1.332528e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17267 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45400 members 
Mstep: Class 8 contains 36851 members 
Mstep: Class 9 contains 22875 members 
Mstep: Class 10 contains 19651 members 
Mstep: Class 11 contains 190297 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 197061 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 41631 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 2198 members 
Mstep: Class 20 contains 17582 members 
Mstep: Class 21 contains 206665 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 43603 members 
Mstep: Class 24 contains 21671 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16789 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252856.000000 Penalty: 113290.578125
Iteration 224Q: 34 clusters Score -1.332529e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17259 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45400 members 
Mstep: Class 8 contains 36857 members 
Mstep: Class 9 contains 22872 members 
Mstep: Class 10 contains 19650 members 
Mstep: Class 11 contains 190298 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 197004 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 41630 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 2198 members 
Mstep: Class 20 contains 17584 members 
Mstep: Class 21 contains 206718 members 
Mstep: Class 22 contains 13471 members 
Mstep: Class 23 contains 43614 members 
Mstep: Class 24 contains 21670 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16794 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252832.000000 Penalty: 113290.578125
Iteration 225Q: 34 clusters Score -1.332528e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17255 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45401 members 
Mstep: Class 8 contains 36857 members 
Mstep: Class 9 contains 22869 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 190297 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 196950 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4286 members 
Mstep: Class 16 contains 41634 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 2198 members 
Mstep: Class 20 contains 17585 members 
Mstep: Class 21 contains 206774 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 43614 members 
Mstep: Class 24 contains 21670 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16800 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252856.000000 Penalty: 113290.578125
Iteration 226Q: 34 clusters Score -1.332529e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17257 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45403 members 
Mstep: Class 8 contains 36859 members 
Mstep: Class 9 contains 22871 members 
Mstep: Class 10 contains 19651 members 
Mstep: Class 11 contains 190296 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 196906 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 4289 members 
Mstep: Class 16 contains 41631 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 2197 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 21 contains 206813 members 
Mstep: Class 22 contains 13470 members 
Mstep: Class 23 contains 43625 members 
Mstep: Class 24 contains 21671 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16803 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252768.000000 Penalty: 113290.578125
Iteration 227Q: 34 clusters Score -1.332528e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17259 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45401 members 
Mstep: Class 8 contains 36863 members 
Mstep: Class 9 contains 22867 members 
Mstep: Class 10 contains 19647 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196875 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4291 members 
Mstep: Class 16 contains 41626 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17582 members 
Mstep: Class 21 contains 206876 members 
Mstep: Class 22 contains 13468 members 
Mstep: Class 23 contains 43623 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16810 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252664.000000 Penalty: 113290.578125
Iteration 228Q: 34 clusters Score -1.332527e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17262 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45397 members 
Mstep: Class 8 contains 36874 members 
Mstep: Class 9 contains 22863 members 
Mstep: Class 10 contains 19646 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196852 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4293 members 
Mstep: Class 16 contains 41618 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17579 members 
Mstep: Class 21 contains 206921 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 43629 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16811 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3628 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252752.000000 Penalty: 113290.578125
Iteration 229Q: 34 clusters Score -1.332528e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17260 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45386 members 
Mstep: Class 8 contains 36879 members 
Mstep: Class 9 contains 22862 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196825 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4296 members 
Mstep: Class 16 contains 41617 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17579 members 
Mstep: Class 21 contains 206957 members 
Mstep: Class 22 contains 13468 members 
Mstep: Class 23 contains 43640 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16812 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3630 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252696.000000 Penalty: 113290.578125
Iteration 230Q: 34 clusters Score -1.332527e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17256 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45380 members 
Mstep: Class 8 contains 36883 members 
Mstep: Class 9 contains 22861 members 
Mstep: Class 10 contains 19644 members 
Mstep: Class 11 contains 190296 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196793 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 41612 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17576 members 
Mstep: Class 21 contains 207005 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 43648 members 
Mstep: Class 24 contains 21671 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16811 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252744.000000 Penalty: 113290.578125
Iteration 231Q: 34 clusters Score -1.332527e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17253 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 36892 members 
Mstep: Class 9 contains 22863 members 
Mstep: Class 10 contains 19643 members 
Mstep: Class 11 contains 190297 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196762 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 41613 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17574 members 
Mstep: Class 21 contains 207046 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 43657 members 
Mstep: Class 24 contains 21667 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16812 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3634 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252664.000000 Penalty: 113290.578125
Iteration 232Q: 34 clusters Score -1.332527e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17250 members 
Mstep: Class 5 contains 11321 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 36892 members 
Mstep: Class 9 contains 22864 members 
Mstep: Class 10 contains 19635 members 
Mstep: Class 11 contains 190297 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196750 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 41610 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17575 members 
Mstep: Class 21 contains 207089 members 
Mstep: Class 22 contains 13471 members 
Mstep: Class 23 contains 43656 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16816 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3635 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252688.000000 Penalty: 113290.578125
Iteration 233Q: 34 clusters Score -1.332527e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17248 members 
Mstep: Class 5 contains 11321 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 36893 members 
Mstep: Class 9 contains 22862 members 
Mstep: Class 10 contains 19631 members 
Mstep: Class 11 contains 190296 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196732 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41603 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17572 members 
Mstep: Class 21 contains 207125 members 
Mstep: Class 22 contains 13471 members 
Mstep: Class 23 contains 43660 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16818 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3636 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252680.000000 Penalty: 113290.578125
Iteration 234Q: 34 clusters Score -1.332527e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17244 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45369 members 
Mstep: Class 8 contains 36892 members 
Mstep: Class 9 contains 22858 members 
Mstep: Class 10 contains 19629 members 
Mstep: Class 11 contains 190298 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196699 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41597 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17570 members 
Mstep: Class 21 contains 207184 members 
Mstep: Class 22 contains 13473 members 
Mstep: Class 23 contains 43670 members 
Mstep: Class 24 contains 21658 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16821 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252584.000000 Penalty: 113290.578125
Iteration 235Q: 34 clusters Score -1.332526e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17241 members 
Mstep: Class 5 contains 11324 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45365 members 
Mstep: Class 8 contains 36896 members 
Mstep: Class 9 contains 22855 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 190297 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 196669 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41588 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17570 members 
Mstep: Class 21 contains 207222 members 
Mstep: Class 22 contains 13471 members 
Mstep: Class 23 contains 43678 members 
Mstep: Class 24 contains 21658 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16824 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252752.000000 Penalty: 113290.578125
Iteration 236Q: 34 clusters Score -1.332528e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17236 members 
Mstep: Class 5 contains 11324 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 22852 members 
Mstep: Class 10 contains 19646 members 
Mstep: Class 11 contains 190296 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 196648 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41585 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17570 members 
Mstep: Class 21 contains 207257 members 
Mstep: Class 22 contains 13473 members 
Mstep: Class 23 contains 43681 members 
Mstep: Class 24 contains 21659 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16826 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252640.000000 Penalty: 113290.578125
Iteration 237Q: 34 clusters Score -1.332526e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17229 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 36894 members 
Mstep: Class 9 contains 22848 members 
Mstep: Class 10 contains 19651 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 196630 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41579 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17569 members 
Mstep: Class 21 contains 207299 members 
Mstep: Class 22 contains 13474 members 
Mstep: Class 23 contains 43688 members 
Mstep: Class 24 contains 21662 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16825 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252560.000000 Penalty: 113290.578125
Iteration 238Q: 34 clusters Score -1.332526e+08 nChanged 167
Entering ConstructFrom: 
Score: -133252560.000000 Penalty: 113290.578125
Entering ConstructFrom: 
Trying to split cluster 1 (54855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Entering Unmasked Estep 
Score: -7214567.000000 Penalty: 2706.287354
	Iteration 0F: 2 clusters Score -7214567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -7177679.500000 Penalty: 5412.574707
	Iteration 0F: 3 clusters Score -7177680 nChanged 25524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -7191991.000000 Penalty: 5412.574707
	Iteration 1F: 3 clusters Score -7191991 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -7192558.500000 Penalty: 5412.574707
	Iteration 2Q: 3 clusters Score -7192558 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -7193080.000000 Penalty: 5412.574707
	Iteration 3Q: 3 clusters Score -7193080 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -7193734.000000 Penalty: 5412.574707
	Iteration 4Q: 3 clusters Score -7193734 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -7194613.000000 Penalty: 5412.574707
	Iteration 5Q: 3 clusters Score -7194613 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -7195934.500000 Penalty: 5412.574707
	Iteration 6Q: 3 clusters Score -7195934 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -7197927.000000 Penalty: 5412.574707
	Iteration 7F: 3 clusters Score -7197927 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -7200805.000000 Penalty: 5412.574707
	Iteration 8F: 3 clusters Score -7200805 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -7204279.000000 Penalty: 5412.574707
	Iteration 9F: 3 clusters Score -7204279 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -7207409.500000 Penalty: 5412.574707
	Iteration 10F: 3 clusters Score -7207410 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -7209600.500000 Penalty: 5412.574707
	Iteration 11Q: 3 clusters Score -7209600 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -7210820.000000 Penalty: 5412.574707
	Iteration 12Q: 3 clusters Score -7210820 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -7211458.000000 Penalty: 5412.574707
	Iteration 13Q: 3 clusters Score -7211458 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -7211763.000000 Penalty: 5412.574707
	Iteration 14Q: 3 clusters Score -7211763 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -7211951.000000 Penalty: 5412.574707
	Iteration 15Q: 3 clusters Score -7211951 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -7212055.000000 Penalty: 5412.574707
	Iteration 16Q: 3 clusters Score -7212055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -7212114.000000 Penalty: 5412.574707
	Iteration 17Q: 3 clusters Score -7212114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -7212147.000000 Penalty: 5412.574707
	Iteration 18Q: 3 clusters Score -7212147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -7212156.500000 Penalty: 5412.574707
	Iteration 19Q: 3 clusters Score -7212156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -7212157.000000 Penalty: 5412.574707
	Iteration 20F: 3 clusters Score -7212157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -7212167.000000 Penalty: 5412.574707
	Iteration 21Q: 3 clusters Score -7212167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -7212168.500000 Penalty: 5412.574707
	Iteration 22Q: 3 clusters Score -7212168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -7212176.500000 Penalty: 5412.574707
	Iteration 23Q: 3 clusters Score -7212176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -7212181.000000 Penalty: 5412.574707
	Iteration 24Q: 3 clusters Score -7212181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -7212183.000000 Penalty: 5412.574707
	Iteration 25Q: 3 clusters Score -7212183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -7212188.500000 Penalty: 5412.574707
	Iteration 26Q: 3 clusters Score -7212188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -7212192.000000 Penalty: 5412.574707
	Iteration 27Q: 3 clusters Score -7212192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -7212192.000000 Penalty: 5412.574707
	Iteration 28F: 3 clusters Score -7212192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -324926.500000 Penalty: 1954.345703
	Iteration 0F: 2 clusters Score -324926.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -321905.500000 Penalty: 3908.691406
	Iteration 0F: 3 clusters Score -321905.5 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -322535.375000 Penalty: 3908.691406
	Iteration 1F: 3 clusters Score -322535.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322707.656250 Penalty: 3908.691406
	Iteration 2F: 3 clusters Score -322707.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -322816.375000 Penalty: 3908.691406
	Iteration 3Q: 3 clusters Score -322816.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -322923.031250 Penalty: 3908.691406
	Iteration 4Q: 3 clusters Score -322923 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -323012.093750 Penalty: 3908.691406
	Iteration 5Q: 3 clusters Score -323012.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -323084.718750 Penalty: 3908.691406
	Iteration 6Q: 3 clusters Score -323084.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -323139.843750 Penalty: 3908.691406
	Iteration 7Q: 3 clusters Score -323139.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -323198.531250 Penalty: 3908.691406
	Iteration 8Q: 3 clusters Score -323198.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -323245.812500 Penalty: 3908.691406
	Iteration 9Q: 3 clusters Score -323245.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -323286.781250 Penalty: 3908.691406
	Iteration 10Q: 3 clusters Score -323286.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -323311.312500 Penalty: 3908.691406
	Iteration 11Q: 3 clusters Score -323311.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -323328.937500 Penalty: 3908.691406
	Iteration 12Q: 3 clusters Score -323328.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -323346.312500 Penalty: 3908.691406
	Iteration 13Q: 3 clusters Score -323346.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -323359.875000 Penalty: 3908.691406
	Iteration 14Q: 3 clusters Score -323359.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -323379.968750 Penalty: 3908.691406
	Iteration 15Q: 3 clusters Score -323380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -323402.562500 Penalty: 3908.691406
	Iteration 16Q: 3 clusters Score -323402.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -323419.000000 Penalty: 3908.691406
	Iteration 17Q: 3 clusters Score -323419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -323435.187500 Penalty: 3908.691406
	Iteration 18Q: 3 clusters Score -323435.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -323451.562500 Penalty: 3908.691406
	Iteration 19Q: 3 clusters Score -323451.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -323465.031250 Penalty: 3908.691406
	Iteration 20F: 3 clusters Score -323465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -323484.093750 Penalty: 3908.691406
	Iteration 21Q: 3 clusters Score -323484.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -323493.375000 Penalty: 3908.691406
	Iteration 22Q: 3 clusters Score -323493.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -323498.843750 Penalty: 3908.691406
	Iteration 23Q: 3 clusters Score -323498.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -323506.968750 Penalty: 3908.691406
	Iteration 24Q: 3 clusters Score -323507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -323513.687500 Penalty: 3908.691406
	Iteration 25Q: 3 clusters Score -323513.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -323519.281250 Penalty: 3908.691406
	Iteration 26Q: 3 clusters Score -323519.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -323524.125000 Penalty: 3908.691406
	Iteration 27Q: 3 clusters Score -323524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -323526.562500 Penalty: 3908.691406
	Iteration 28Q: 3 clusters Score -323526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -323529.093750 Penalty: 3908.691406
	Iteration 29Q: 3 clusters Score -323529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -323529.968750 Penalty: 3908.691406
	Iteration 30Q: 3 clusters Score -323530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -323530.625000 Penalty: 3908.691406
	Iteration 31Q: 3 clusters Score -323530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -323533.000000 Penalty: 3908.691406
	Iteration 32Q: 3 clusters Score -323533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -323536.031250 Penalty: 3908.691406
	Iteration 33Q: 3 clusters Score -323536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -323536.687500 Penalty: 3908.691406
	Iteration 34Q: 3 clusters Score -323536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -323539.125000 Penalty: 3908.691406
	Iteration 35Q: 3 clusters Score -323539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -323542.843750 Penalty: 3908.691406
	Iteration 36Q: 3 clusters Score -323542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -323546.343750 Penalty: 3908.691406
	Iteration 37Q: 3 clusters Score -323546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -323549.031250 Penalty: 3908.691406
	Iteration 38Q: 3 clusters Score -323549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -323550.781250 Penalty: 3908.691406
	Iteration 39Q: 3 clusters Score -323550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -323553.218750 Penalty: 3908.691406
	Iteration 40F: 3 clusters Score -323553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -62180.933594 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -62180.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60635.597656 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60635.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61035.285156 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -61035.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61272.972656 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -61272.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61409.406250 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -61409.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61585.101562 Penalty: 3162.856689
	Iteration 4Q: 3 clusters Score -61585.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61721.968750 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -61721.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61879.613281 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -61879.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62070.582031 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -62070.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62274.550781 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -62274.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62292.613281 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -62292.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62296.109375 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -62296.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62296.109375 Penalty: 3162.856689
	Iteration 11F: 3 clusters Score -62296.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 22844 members 
Mstep: Class 10 contains 19659 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 196605 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41571 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17568 members 
Mstep: Class 21 contains 207324 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21662 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16825 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34774 members 
Mstep: Class 34 contains 226 members 
Entering Unmasked Estep 
Score: -133251088.000000 Penalty: 116723.625000
Splitting cluster 3 changes total score from -133252560.000000 to -133251088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Entering Unmasked Estep 
Score: -2332106.000000 Penalty: 2419.020996
	Iteration 0F: 2 clusters Score -2332106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2319906.000000 Penalty: 4838.041992
	Iteration 0F: 3 clusters Score -2319906 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2323898.250000 Penalty: 4838.041992
	Iteration 1F: 3 clusters Score -2323898 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2324319.250000 Penalty: 4838.041992
	Iteration 2F: 3 clusters Score -2324319 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2324672.000000 Penalty: 4838.041992
	Iteration 3Q: 3 clusters Score -2324672 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2325053.500000 Penalty: 4838.041992
	Iteration 4Q: 3 clusters Score -2325054 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2325531.250000 Penalty: 4838.041992
	Iteration 5Q: 3 clusters Score -2325531 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2326119.500000 Penalty: 4838.041992
	Iteration 6Q: 3 clusters Score -2326120 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2326778.000000 Penalty: 4838.041992
	Iteration 7Q: 3 clusters Score -2326778 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2327416.250000 Penalty: 4838.041992
	Iteration 8Q: 3 clusters Score -2327416 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2327998.750000 Penalty: 4838.041992
	Iteration 9Q: 3 clusters Score -2327999 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2328442.750000 Penalty: 4838.041992
	Iteration 10Q: 3 clusters Score -2328443 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2328809.500000 Penalty: 4838.041992
	Iteration 11Q: 3 clusters Score -2328810 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2329087.500000 Penalty: 4838.041992
	Iteration 12Q: 3 clusters Score -2329088 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2329317.250000 Penalty: 4838.041992
	Iteration 13Q: 3 clusters Score -2329317 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2329495.250000 Penalty: 4838.041992
	Iteration 14Q: 3 clusters Score -2329495 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2329639.000000 Penalty: 4838.041992
	Iteration 15Q: 3 clusters Score -2329639 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2329749.500000 Penalty: 4838.041992
	Iteration 16Q: 3 clusters Score -2329750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2329814.000000 Penalty: 4838.041992
	Iteration 17Q: 3 clusters Score -2329814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2329871.500000 Penalty: 4838.041992
	Iteration 18Q: 3 clusters Score -2329872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2329901.500000 Penalty: 4838.041992
	Iteration 19Q: 3 clusters Score -2329902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2329924.000000 Penalty: 4838.041992
	Iteration 20F: 3 clusters Score -2329924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2329939.000000 Penalty: 4838.041992
	Iteration 21Q: 3 clusters Score -2329939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2329948.500000 Penalty: 4838.041992
	Iteration 22Q: 3 clusters Score -2329948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2329961.000000 Penalty: 4838.041992
	Iteration 23Q: 3 clusters Score -2329961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2329974.000000 Penalty: 4838.041992
	Iteration 24Q: 3 clusters Score -2329974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2329983.250000 Penalty: 4838.041992
	Iteration 25Q: 3 clusters Score -2329983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2329991.500000 Penalty: 4838.041992
	Iteration 26Q: 3 clusters Score -2329992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2329992.750000 Penalty: 4838.041992
	Iteration 27Q: 3 clusters Score -2329993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2329995.250000 Penalty: 4838.041992
	Iteration 28Q: 3 clusters Score -2329995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2330007.000000 Penalty: 4838.041992
	Iteration 29Q: 3 clusters Score -2330007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2330012.750000 Penalty: 4838.041992
	Iteration 30Q: 3 clusters Score -2330013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2330023.000000 Penalty: 4838.041992
	Iteration 31Q: 3 clusters Score -2330023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2330030.250000 Penalty: 4838.041992
	Iteration 32Q: 3 clusters Score -2330030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2330036.750000 Penalty: 4838.041992
	Iteration 33Q: 3 clusters Score -2330037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2330033.000000 Penalty: 4838.041992
	Iteration 34Q: 3 clusters Score -2330033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2330034.000000 Penalty: 4838.041992
	Iteration 35Q: 3 clusters Score -2330034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2330034.000000 Penalty: 4838.041992
	Iteration 36F: 3 clusters Score -2330034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Entering Unmasked Estep 
Score: -1505440.250000 Penalty: 2314.956787
	Iteration 0F: 2 clusters Score -1505440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1496871.375000 Penalty: 4629.913574
	Iteration 0F: 3 clusters Score -1496871 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1499578.000000 Penalty: 4629.913574
	Iteration 1F: 3 clusters Score -1499578 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1499886.250000 Penalty: 4629.913574
	Iteration 2F: 3 clusters Score -1499886 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1500099.500000 Penalty: 4629.913574
	Iteration 3Q: 3 clusters Score -1500100 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1500252.750000 Penalty: 4629.913574
	Iteration 4Q: 3 clusters Score -1500253 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1500353.375000 Penalty: 4629.913574
	Iteration 5Q: 3 clusters Score -1500353 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1500446.125000 Penalty: 4629.913574
	Iteration 6Q: 3 clusters Score -1500446 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1500566.500000 Penalty: 4629.913574
	Iteration 7Q: 3 clusters Score -1500566 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1500716.750000 Penalty: 4629.913574
	Iteration 8Q: 3 clusters Score -1500717 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1500890.375000 Penalty: 4629.913574
	Iteration 9Q: 3 clusters Score -1500890 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1501092.375000 Penalty: 4629.913574
	Iteration 10Q: 3 clusters Score -1501092 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1501329.375000 Penalty: 4629.913574
	Iteration 11Q: 3 clusters Score -1501329 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1501602.000000 Penalty: 4629.913574
	Iteration 12Q: 3 clusters Score -1501602 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1501940.250000 Penalty: 4629.913574
	Iteration 13Q: 3 clusters Score -1501940 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1502284.125000 Penalty: 4629.913574
	Iteration 14Q: 3 clusters Score -1502284 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1502570.125000 Penalty: 4629.913574
	Iteration 15Q: 3 clusters Score -1502570 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1502792.750000 Penalty: 4629.913574
	Iteration 16Q: 3 clusters Score -1502793 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1502956.500000 Penalty: 4629.913574
	Iteration 17Q: 3 clusters Score -1502956 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1503092.750000 Penalty: 4629.913574
	Iteration 18Q: 3 clusters Score -1503093 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1503179.625000 Penalty: 4629.913574
	Iteration 19Q: 3 clusters Score -1503180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1503239.625000 Penalty: 4629.913574
	Iteration 20F: 3 clusters Score -1503240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1503287.625000 Penalty: 4629.913574
	Iteration 21Q: 3 clusters Score -1503288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1503317.500000 Penalty: 4629.913574
	Iteration 22Q: 3 clusters Score -1503318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1503343.375000 Penalty: 4629.913574
	Iteration 23Q: 3 clusters Score -1503343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1503365.625000 Penalty: 4629.913574
	Iteration 24Q: 3 clusters Score -1503366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1503373.875000 Penalty: 4629.913574
	Iteration 25Q: 3 clusters Score -1503374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1503381.500000 Penalty: 4629.913574
	Iteration 26Q: 3 clusters Score -1503382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1503389.875000 Penalty: 4629.913574
	Iteration 27Q: 3 clusters Score -1503390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1503394.625000 Penalty: 4629.913574
	Iteration 28Q: 3 clusters Score -1503395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1503397.750000 Penalty: 4629.913574
	Iteration 29Q: 3 clusters Score -1503398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1503403.375000 Penalty: 4629.913574
	Iteration 30Q: 3 clusters Score -1503403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1503407.875000 Penalty: 4629.913574
	Iteration 31Q: 3 clusters Score -1503408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1503417.875000 Penalty: 4629.913574
	Iteration 32Q: 3 clusters Score -1503418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1503426.500000 Penalty: 4629.913574
	Iteration 33Q: 3 clusters Score -1503426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1503432.000000 Penalty: 4629.913574
	Iteration 34Q: 3 clusters Score -1503432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1503434.375000 Penalty: 4629.913574
	Iteration 35Q: 3 clusters Score -1503434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1503434.375000 Penalty: 4629.913574
	Iteration 36F: 3 clusters Score -1503434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1489792.750000 Penalty: 2319.449951
	Iteration 0F: 2 clusters Score -1489793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1481058.500000 Penalty: 4638.899902
	Iteration 0F: 3 clusters Score -1481058 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1483640.250000 Penalty: 4638.899902
	Iteration 1F: 3 clusters Score -1483640 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1483918.875000 Penalty: 4638.899902
	Iteration 2F: 3 clusters Score -1483919 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1484119.000000 Penalty: 4638.899902
	Iteration 3Q: 3 clusters Score -1484119 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1484286.625000 Penalty: 4638.899902
	Iteration 4Q: 3 clusters Score -1484287 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1484441.000000 Penalty: 4638.899902
	Iteration 5Q: 3 clusters Score -1484441 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1484597.750000 Penalty: 4638.899902
	Iteration 6Q: 3 clusters Score -1484598 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1484774.500000 Penalty: 4638.899902
	Iteration 7Q: 3 clusters Score -1484774 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1485025.750000 Penalty: 4638.899902
	Iteration 8Q: 3 clusters Score -1485026 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1485313.000000 Penalty: 4638.899902
	Iteration 9Q: 3 clusters Score -1485313 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1485646.875000 Penalty: 4638.899902
	Iteration 10Q: 3 clusters Score -1485647 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1486009.375000 Penalty: 4638.899902
	Iteration 11Q: 3 clusters Score -1486009 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1486413.250000 Penalty: 4638.899902
	Iteration 12Q: 3 clusters Score -1486413 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1486783.875000 Penalty: 4638.899902
	Iteration 13Q: 3 clusters Score -1486784 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1487063.500000 Penalty: 4638.899902
	Iteration 14Q: 3 clusters Score -1487064 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1487261.000000 Penalty: 4638.899902
	Iteration 15Q: 3 clusters Score -1487261 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1487378.375000 Penalty: 4638.899902
	Iteration 16Q: 3 clusters Score -1487378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1487446.875000 Penalty: 4638.899902
	Iteration 17Q: 3 clusters Score -1487447 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1487498.000000 Penalty: 4638.899902
	Iteration 18Q: 3 clusters Score -1487498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1487529.125000 Penalty: 4638.899902
	Iteration 19Q: 3 clusters Score -1487529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1487551.000000 Penalty: 4638.899902
	Iteration 20F: 3 clusters Score -1487551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1487564.250000 Penalty: 4638.899902
	Iteration 21Q: 3 clusters Score -1487564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1487586.000000 Penalty: 4638.899902
	Iteration 22Q: 3 clusters Score -1487586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1487595.875000 Penalty: 4638.899902
	Iteration 23Q: 3 clusters Score -1487596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1487608.375000 Penalty: 4638.899902
	Iteration 24Q: 3 clusters Score -1487608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1487614.125000 Penalty: 4638.899902
	Iteration 25Q: 3 clusters Score -1487614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1487623.875000 Penalty: 4638.899902
	Iteration 26Q: 3 clusters Score -1487624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1487630.875000 Penalty: 4638.899902
	Iteration 27Q: 3 clusters Score -1487631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1487637.625000 Penalty: 4638.899902
	Iteration 28Q: 3 clusters Score -1487638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1487647.625000 Penalty: 4638.899902
	Iteration 29Q: 3 clusters Score -1487648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1487656.500000 Penalty: 4638.899902
	Iteration 30Q: 3 clusters Score -1487656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1487666.875000 Penalty: 4638.899902
	Iteration 31Q: 3 clusters Score -1487667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1487669.125000 Penalty: 4638.899902
	Iteration 32Q: 3 clusters Score -1487669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1487669.750000 Penalty: 4638.899902
	Iteration 33Q: 3 clusters Score -1487670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1487672.250000 Penalty: 4638.899902
	Iteration 34Q: 3 clusters Score -1487672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1487675.125000 Penalty: 4638.899902
	Iteration 35Q: 3 clusters Score -1487675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1487675.875000 Penalty: 4638.899902
	Iteration 36Q: 3 clusters Score -1487676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1487677.500000 Penalty: 4638.899902
	Iteration 37Q: 3 clusters Score -1487678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1487683.750000 Penalty: 4638.899902
	Iteration 38Q: 3 clusters Score -1487684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1487685.375000 Penalty: 4638.899902
	Iteration 39Q: 3 clusters Score -1487685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1487683.875000 Penalty: 4638.899902
	Iteration 40F: 3 clusters Score -1487684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1487686.750000 Penalty: 4638.899902
	Iteration 41Q: 3 clusters Score -1487687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1487687.250000 Penalty: 4638.899902
	Iteration 42Q: 3 clusters Score -1487687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1487687.875000 Penalty: 4638.899902
	Iteration 43Q: 3 clusters Score -1487688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1487689.875000 Penalty: 4638.899902
	Iteration 44Q: 3 clusters Score -1487690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1487692.125000 Penalty: 4638.899902
	Iteration 45Q: 3 clusters Score -1487692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1487694.500000 Penalty: 4638.899902
	Iteration 46Q: 3 clusters Score -1487694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1487694.375000 Penalty: 4638.899902
	Iteration 47Q: 3 clusters Score -1487694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1487693.000000 Penalty: 4638.899902
	Iteration 48Q: 3 clusters Score -1487693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1487695.375000 Penalty: 4638.899902
	Iteration 49Q: 3 clusters Score -1487695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1487698.750000 Penalty: 4638.899902
	Iteration 50Q: 3 clusters Score -1487699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1487697.625000 Penalty: 4638.899902
	Iteration 51Q: 3 clusters Score -1487698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1487699.875000 Penalty: 4638.899902
	Iteration 52Q: 3 clusters Score -1487700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1487701.750000 Penalty: 4638.899902
	Iteration 53Q: 3 clusters Score -1487702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1487700.000000 Penalty: 4638.899902
	Iteration 54Q: 3 clusters Score -1487700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1487700.000000 Penalty: 4638.899902
	Iteration 55F: 3 clusters Score -1487700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Entering Unmasked Estep 
Score: -6082189.500000 Penalty: 2659.140625
	Iteration 0F: 2 clusters Score -6082190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -6051454.000000 Penalty: 5318.281250
	Iteration 0F: 3 clusters Score -6051454 nChanged 20887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -6062894.000000 Penalty: 5318.281250
	Iteration 1F: 3 clusters Score -6062894 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -6063356.000000 Penalty: 5318.281250
	Iteration 2Q: 3 clusters Score -6063356 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -6063923.000000 Penalty: 5318.281250
	Iteration 3Q: 3 clusters Score -6063923 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -6064654.000000 Penalty: 5318.281250
	Iteration 4Q: 3 clusters Score -6064654 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6065586.500000 Penalty: 5318.281250
	Iteration 5Q: 3 clusters Score -6065586 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -6067074.000000 Penalty: 5318.281250
	Iteration 6F: 3 clusters Score -6067074 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -6069355.000000 Penalty: 5318.281250
	Iteration 7F: 3 clusters Score -6069355 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -6072109.500000 Penalty: 5318.281250
	Iteration 8F: 3 clusters Score -6072110 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -6074891.000000 Penalty: 5318.281250
	Iteration 9F: 3 clusters Score -6074891 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -6077208.000000 Penalty: 5318.281250
	Iteration 10F: 3 clusters Score -6077208 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -6078546.500000 Penalty: 5318.281250
	Iteration 11Q: 3 clusters Score -6078546 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6079188.000000 Penalty: 5318.281250
	Iteration 12Q: 3 clusters Score -6079188 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -6079471.500000 Penalty: 5318.281250
	Iteration 13Q: 3 clusters Score -6079472 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -6079646.500000 Penalty: 5318.281250
	Iteration 14Q: 3 clusters Score -6079646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -6079730.000000 Penalty: 5318.281250
	Iteration 15Q: 3 clusters Score -6079730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -6079757.500000 Penalty: 5318.281250
	Iteration 16Q: 3 clusters Score -6079758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -6079773.500000 Penalty: 5318.281250
	Iteration 17Q: 3 clusters Score -6079774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -6079787.000000 Penalty: 5318.281250
	Iteration 18Q: 3 clusters Score -6079787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -6079790.500000 Penalty: 5318.281250
	Iteration 19Q: 3 clusters Score -6079790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -6079804.500000 Penalty: 5318.281250
	Iteration 20F: 3 clusters Score -6079804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -6079812.500000 Penalty: 5318.281250
	Iteration 21Q: 3 clusters Score -6079812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -6079820.500000 Penalty: 5318.281250
	Iteration 22Q: 3 clusters Score -6079820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -6079827.000000 Penalty: 5318.281250
	Iteration 23Q: 3 clusters Score -6079827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -6079831.500000 Penalty: 5318.281250
	Iteration 24Q: 3 clusters Score -6079832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -6079833.000000 Penalty: 5318.281250
	Iteration 25Q: 3 clusters Score -6079833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -6079833.000000 Penalty: 5318.281250
	Iteration 26F: 3 clusters Score -6079833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Entering Unmasked Estep 
Score: -4584200.000000 Penalty: 2607.926025
	Iteration 0F: 2 clusters Score -4584200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4558986.000000 Penalty: 5215.852051
	Iteration 0F: 3 clusters Score -4558986 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4568570.500000 Penalty: 5215.852051
	Iteration 1F: 3 clusters Score -4568570 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4569460.500000 Penalty: 5215.852051
	Iteration 2F: 3 clusters Score -4569460 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -4570499.000000 Penalty: 5215.852051
	Iteration 3F: 3 clusters Score -4570499 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -4571797.000000 Penalty: 5215.852051
	Iteration 4F: 3 clusters Score -4571797 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4573253.000000 Penalty: 5215.852051
	Iteration 5F: 3 clusters Score -4573253 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -4574847.000000 Penalty: 5215.852051
	Iteration 6F: 3 clusters Score -4574847 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4576573.500000 Penalty: 5215.852051
	Iteration 7F: 3 clusters Score -4576574 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4578161.000000 Penalty: 5215.852051
	Iteration 8F: 3 clusters Score -4578161 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4579387.000000 Penalty: 5215.852051
	Iteration 9Q: 3 clusters Score -4579387 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -4580067.500000 Penalty: 5215.852051
	Iteration 10Q: 3 clusters Score -4580068 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -4580473.500000 Penalty: 5215.852051
	Iteration 11Q: 3 clusters Score -4580474 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -4580764.500000 Penalty: 5215.852051
	Iteration 12Q: 3 clusters Score -4580764 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -4580955.000000 Penalty: 5215.852051
	Iteration 13Q: 3 clusters Score -4580955 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4581088.000000 Penalty: 5215.852051
	Iteration 14Q: 3 clusters Score -4581088 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -4581207.500000 Penalty: 5215.852051
	Iteration 15Q: 3 clusters Score -4581208 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -4581268.000000 Penalty: 5215.852051
	Iteration 16Q: 3 clusters Score -4581268 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4581294.500000 Penalty: 5215.852051
	Iteration 17Q: 3 clusters Score -4581294 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4581339.000000 Penalty: 5215.852051
	Iteration 18Q: 3 clusters Score -4581339 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4581378.500000 Penalty: 5215.852051
	Iteration 19Q: 3 clusters Score -4581378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -4581388.000000 Penalty: 5215.852051
	Iteration 20F: 3 clusters Score -4581388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -4581383.000000 Penalty: 5215.852051
	Iteration 21Q: 3 clusters Score -4581383 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4581387.000000 Penalty: 5215.852051
	Iteration 22Q: 3 clusters Score -4581387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -4581399.000000 Penalty: 5215.852051
	Iteration 23Q: 3 clusters Score -4581399 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -4581402.500000 Penalty: 5215.852051
	Iteration 24Q: 3 clusters Score -4581402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4581400.000000 Penalty: 5215.852051
	Iteration 25Q: 3 clusters Score -4581400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4581403.500000 Penalty: 5215.852051
	Iteration 26Q: 3 clusters Score -4581404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -4581410.500000 Penalty: 5215.852051
	Iteration 27Q: 3 clusters Score -4581410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4581420.000000 Penalty: 5215.852051
	Iteration 28Q: 3 clusters Score -4581420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4581417.500000 Penalty: 5215.852051
	Iteration 29Q: 3 clusters Score -4581418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -4581420.000000 Penalty: 5215.852051
	Iteration 30Q: 3 clusters Score -4581420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4581423.000000 Penalty: 5215.852051
	Iteration 31Q: 3 clusters Score -4581423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4581411.500000 Penalty: 5215.852051
	Iteration 32Q: 3 clusters Score -4581412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4581422.000000 Penalty: 5215.852051
	Iteration 33Q: 3 clusters Score -4581422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -4581421.000000 Penalty: 5215.852051
	Iteration 34Q: 3 clusters Score -4581421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -4581428.500000 Penalty: 5215.852051
	Iteration 35Q: 3 clusters Score -4581428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4581434.500000 Penalty: 5215.852051
	Iteration 36Q: 3 clusters Score -4581434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4581434.500000 Penalty: 5215.852051
	Iteration 37Q: 3 clusters Score -4581434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -4581441.000000 Penalty: 5215.852051
	Iteration 38Q: 3 clusters Score -4581441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -4581451.500000 Penalty: 5215.852051
	Iteration 39Q: 3 clusters Score -4581452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -4581448.500000 Penalty: 5215.852051
	Iteration 40F: 3 clusters Score -4581448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4581450 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4581442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4581448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4581448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4581455.000000 Penalty: 5215.852051
	Iteration 45Q: 3 clusters Score -4581455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4581452.500000 Penalty: 5215.852051
	Iteration 46Q: 3 clusters Score -4581452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4581459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4581462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4581453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4581453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4581463.000000 Penalty: 5215.852051
	Iteration 51Q: 3 clusters Score -4581463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -4581458.500000 Penalty: 5215.852051
	Iteration 52Q: 3 clusters Score -4581458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -4581464.000000 Penalty: 5215.852051
	Iteration 53Q: 3 clusters Score -4581464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4581460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4581464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -4581466.500000 Penalty: 5215.852051
	Iteration 56Q: 3 clusters Score -4581466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4581471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -4581469.500000 Penalty: 5215.852051
	Iteration 58Q: 3 clusters Score -4581470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4581475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4581481.500000 Penalty: 5215.852051
	Iteration 60F: 3 clusters Score -4581482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4581482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4581481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4581481 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4581481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4581484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4581486 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4581482 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4581483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4581480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4581484 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4581486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4581482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4581484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4581486 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4581488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4581485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4581489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4581491 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4581500 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4581507 nChanged 35
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Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4581508 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4581512 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4581512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4581518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4581512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4581520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4581528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4581526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4581528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4581533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4581540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4581549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4581554 nChanged 26
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Mstep: Class 1 contains 6060 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4581554 nChanged 13
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Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4581554 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6040 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4581558 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4581554 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4581552 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4581554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -4581561.500000 Penalty: 5215.852051
	Iteration 100F: 3 clusters Score -4581562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4581553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4581556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4581558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4581550 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4581545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4581550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4581558 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4581563 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4581558 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4581558 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4581559 nChanged 16
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Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4581560 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4581565 nChanged 31
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Mstep: Class 1 contains 5741 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4581573 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4581582 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4581580 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 31229 members 
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	Iteration 117Q: 3 clusters Score -4581584 nChanged 13
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4581588 nChanged 12
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Mstep: Class 1 contains 5645 members 
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	Iteration 119Q: 3 clusters Score -4581598 nChanged 13
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Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4581594.000000 Penalty: 5215.852051
	Iteration 120F: 3 clusters Score -4581594 nChanged 15
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Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4581587 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4581591 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4581590 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4581590 nChanged 8
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Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4581590 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 31334 members 
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	Iteration 126Q: 3 clusters Score -4581597 nChanged 14
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Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4581598 nChanged 17
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Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4581598 nChanged 18
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Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4581594 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4581606.500000 Penalty: 5215.852051
	Iteration 130Q: 3 clusters Score -4581606 nChanged 18
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Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4581612 nChanged 21
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Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -4581603.000000 Penalty: 5215.852051
	Iteration 132Q: 3 clusters Score -4581603 nChanged 20
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Mstep: Class 1 contains 5446 members 
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Entering Unmasked Estep 
Score: -4581604.500000 Penalty: 5215.852051
	Iteration 133Q: 3 clusters Score -4581604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4581607.500000 Penalty: 5215.852051
	Iteration 134Q: 3 clusters Score -4581608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -4581618.000000 Penalty: 5215.852051
	Iteration 135Q: 3 clusters Score -4581618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4581617.500000 Penalty: 5215.852051
	Iteration 136Q: 3 clusters Score -4581618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4581619.000000 Penalty: 5215.852051
	Iteration 137Q: 3 clusters Score -4581619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4581614.000000 Penalty: 5215.852051
	Iteration 138Q: 3 clusters Score -4581614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -4581620.500000 Penalty: 5215.852051
	Iteration 139Q: 3 clusters Score -4581620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4581621.500000 Penalty: 5215.852051
	Iteration 140F: 3 clusters Score -4581622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4581621.500000 Penalty: 5215.852051
	Iteration 141Q: 3 clusters Score -4581622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4581617.500000 Penalty: 5215.852051
	Iteration 142Q: 3 clusters Score -4581618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4581628.500000 Penalty: 5215.852051
	Iteration 143Q: 3 clusters Score -4581628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -4581632.000000 Penalty: 5215.852051
	Iteration 144Q: 3 clusters Score -4581632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4581634.500000 Penalty: 5215.852051
	Iteration 145Q: 3 clusters Score -4581634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4581635.000000 Penalty: 5215.852051
	Iteration 146Q: 3 clusters Score -4581635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4581634.000000 Penalty: 5215.852051
	Iteration 147Q: 3 clusters Score -4581634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -4581643.500000 Penalty: 5215.852051
	Iteration 148Q: 3 clusters Score -4581644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4581641.500000 Penalty: 5215.852051
	Iteration 149Q: 3 clusters Score -4581642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4581638.500000 Penalty: 5215.852051
	Iteration 150Q: 3 clusters Score -4581638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -4581639.000000 Penalty: 5215.852051
	Iteration 151Q: 3 clusters Score -4581639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4581644.500000 Penalty: 5215.852051
	Iteration 152Q: 3 clusters Score -4581644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4581649.000000 Penalty: 5215.852051
	Iteration 153Q: 3 clusters Score -4581649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4581649.500000 Penalty: 5215.852051
	Iteration 154Q: 3 clusters Score -4581650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -4581654.500000 Penalty: 5215.852051
	Iteration 155Q: 3 clusters Score -4581654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4581657.000000 Penalty: 5215.852051
	Iteration 156Q: 3 clusters Score -4581657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4581663.500000 Penalty: 5215.852051
	Iteration 157Q: 3 clusters Score -4581664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4581667.000000 Penalty: 5215.852051
	Iteration 158Q: 3 clusters Score -4581667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4581666.000000 Penalty: 5215.852051
	Iteration 159Q: 3 clusters Score -4581666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -4581668.500000 Penalty: 5215.852051
	Iteration 160F: 3 clusters Score -4581668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4581676.000000 Penalty: 5215.852051
	Iteration 161Q: 3 clusters Score -4581676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4581677.000000 Penalty: 5215.852051
	Iteration 162Q: 3 clusters Score -4581677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4581699.500000 Penalty: 5215.852051
	Iteration 163Q: 3 clusters Score -4581700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4581688.500000 Penalty: 5215.852051
	Iteration 164Q: 3 clusters Score -4581688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4581701.000000 Penalty: 5215.852051
	Iteration 165Q: 3 clusters Score -4581701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4581702.000000 Penalty: 5215.852051
	Iteration 166Q: 3 clusters Score -4581702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4581701.000000 Penalty: 5215.852051
	Iteration 167Q: 3 clusters Score -4581701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4581708.000000 Penalty: 5215.852051
	Iteration 168Q: 3 clusters Score -4581708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4581713.000000 Penalty: 5215.852051
	Iteration 169Q: 3 clusters Score -4581713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -4581711.500000 Penalty: 5215.852051
	Iteration 170Q: 3 clusters Score -4581712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4581714.500000 Penalty: 5215.852051
	Iteration 171Q: 3 clusters Score -4581714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4581720.000000 Penalty: 5215.852051
	Iteration 172Q: 3 clusters Score -4581720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4581721.000000 Penalty: 5215.852051
	Iteration 173Q: 3 clusters Score -4581721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4581728.500000 Penalty: 5215.852051
	Iteration 174Q: 3 clusters Score -4581728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -4581740.500000 Penalty: 5215.852051
	Iteration 175Q: 3 clusters Score -4581740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4581734.000000 Penalty: 5215.852051
	Iteration 176Q: 3 clusters Score -4581734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4581735.500000 Penalty: 5215.852051
	Iteration 177Q: 3 clusters Score -4581736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4581739.000000 Penalty: 5215.852051
	Iteration 178Q: 3 clusters Score -4581739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4581738.500000 Penalty: 5215.852051
	Iteration 179Q: 3 clusters Score -4581738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4581734.000000 Penalty: 5215.852051
	Iteration 180F: 3 clusters Score -4581734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4581742.000000 Penalty: 5215.852051
	Iteration 181Q: 3 clusters Score -4581742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -4581744.000000 Penalty: 5215.852051
	Iteration 182Q: 3 clusters Score -4581744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4581743.500000 Penalty: 5215.852051
	Iteration 183Q: 3 clusters Score -4581744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -4581743.000000 Penalty: 5215.852051
	Iteration 184Q: 3 clusters Score -4581743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4581731.500000 Penalty: 5215.852051
	Iteration 185Q: 3 clusters Score -4581732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4581741.000000 Penalty: 5215.852051
	Iteration 186Q: 3 clusters Score -4581741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4581745.500000 Penalty: 5215.852051
	Iteration 187Q: 3 clusters Score -4581746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4581748.000000 Penalty: 5215.852051
	Iteration 188Q: 3 clusters Score -4581748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4581749.500000 Penalty: 5215.852051
	Iteration 189Q: 3 clusters Score -4581750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4581755.500000 Penalty: 5215.852051
	Iteration 190Q: 3 clusters Score -4581756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4581762.000000 Penalty: 5215.852051
	Iteration 191Q: 3 clusters Score -4581762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4581769.000000 Penalty: 5215.852051
	Iteration 192Q: 3 clusters Score -4581769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4581768.000000 Penalty: 5215.852051
	Iteration 193Q: 3 clusters Score -4581768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -4581759.500000 Penalty: 5215.852051
	Iteration 194Q: 3 clusters Score -4581760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4581770.500000 Penalty: 5215.852051
	Iteration 195Q: 3 clusters Score -4581770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4581771.500000 Penalty: 5215.852051
	Iteration 196Q: 3 clusters Score -4581772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4581770.500000 Penalty: 5215.852051
	Iteration 197Q: 3 clusters Score -4581770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -4581767.000000 Penalty: 5215.852051
	Iteration 198Q: 3 clusters Score -4581767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4581771.500000 Penalty: 5215.852051
	Iteration 199Q: 3 clusters Score -4581772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4581780.500000 Penalty: 5215.852051
	Iteration 200F: 3 clusters Score -4581780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4581782.500000 Penalty: 5215.852051
	Iteration 201Q: 3 clusters Score -4581782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -4581778.000000 Penalty: 5215.852051
	Iteration 202Q: 3 clusters Score -4581778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4581778.500000 Penalty: 5215.852051
	Iteration 203Q: 3 clusters Score -4581778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4581783.500000 Penalty: 5215.852051
	Iteration 204Q: 3 clusters Score -4581784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4581785.500000 Penalty: 5215.852051
	Iteration 205Q: 3 clusters Score -4581786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4581782.000000 Penalty: 5215.852051
	Iteration 206Q: 3 clusters Score -4581782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4581781.000000 Penalty: 5215.852051
	Iteration 207Q: 3 clusters Score -4581781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4581781.000000 Penalty: 5215.852051
	Iteration 208Q: 3 clusters Score -4581781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4581784.500000 Penalty: 5215.852051
	Iteration 209Q: 3 clusters Score -4581784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4581783.500000 Penalty: 5215.852051
	Iteration 210Q: 3 clusters Score -4581784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4581783.500000 Penalty: 5215.852051
	Iteration 211F: 3 clusters Score -4581784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Entering Unmasked Estep 
Score: -3088103.250000 Penalty: 2489.038086
	Iteration 0F: 2 clusters Score -3088103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3072140.000000 Penalty: 4978.076172
	Iteration 0F: 3 clusters Score -3072140 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3077471.250000 Penalty: 4978.076172
	Iteration 1F: 3 clusters Score -3077471 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3077877.000000 Penalty: 4978.076172
	Iteration 2Q: 3 clusters Score -3077877 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3078243.250000 Penalty: 4978.076172
	Iteration 3Q: 3 clusters Score -3078243 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3078639.500000 Penalty: 4978.076172
	Iteration 4Q: 3 clusters Score -3078640 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3079068.750000 Penalty: 4978.076172
	Iteration 5Q: 3 clusters Score -3079069 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3079516.250000 Penalty: 4978.076172
	Iteration 6Q: 3 clusters Score -3079516 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3080073.000000 Penalty: 4978.076172
	Iteration 7Q: 3 clusters Score -3080073 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3080753.000000 Penalty: 4978.076172
	Iteration 8Q: 3 clusters Score -3080753 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3081531.500000 Penalty: 4978.076172
	Iteration 9Q: 3 clusters Score -3081532 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3082410.000000 Penalty: 4978.076172
	Iteration 10F: 3 clusters Score -3082410 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3083160.750000 Penalty: 4978.076172
	Iteration 11Q: 3 clusters Score -3083161 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3083825.250000 Penalty: 4978.076172
	Iteration 12Q: 3 clusters Score -3083825 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3084373.000000 Penalty: 4978.076172
	Iteration 13Q: 3 clusters Score -3084373 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3084828.250000 Penalty: 4978.076172
	Iteration 14Q: 3 clusters Score -3084828 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3085121.500000 Penalty: 4978.076172
	Iteration 15Q: 3 clusters Score -3085122 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3085322.000000 Penalty: 4978.076172
	Iteration 16Q: 3 clusters Score -3085322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3085462.250000 Penalty: 4978.076172
	Iteration 17Q: 3 clusters Score -3085462 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3085586.250000 Penalty: 4978.076172
	Iteration 18Q: 3 clusters Score -3085586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3085672.750000 Penalty: 4978.076172
	Iteration 19Q: 3 clusters Score -3085673 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3085720.750000 Penalty: 4978.076172
	Iteration 20F: 3 clusters Score -3085721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3085763.750000 Penalty: 4978.076172
	Iteration 21Q: 3 clusters Score -3085764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3085801.500000 Penalty: 4978.076172
	Iteration 22Q: 3 clusters Score -3085802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3085835.500000 Penalty: 4978.076172
	Iteration 23Q: 3 clusters Score -3085836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3085854.500000 Penalty: 4978.076172
	Iteration 24Q: 3 clusters Score -3085854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3085871.500000 Penalty: 4978.076172
	Iteration 25Q: 3 clusters Score -3085872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3085891.250000 Penalty: 4978.076172
	Iteration 26Q: 3 clusters Score -3085891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3085902.250000 Penalty: 4978.076172
	Iteration 27Q: 3 clusters Score -3085902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3085913.000000 Penalty: 4978.076172
	Iteration 28Q: 3 clusters Score -3085913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3085916.000000 Penalty: 4978.076172
	Iteration 29Q: 3 clusters Score -3085916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3085918.500000 Penalty: 4978.076172
	Iteration 30Q: 3 clusters Score -3085918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3085922.250000 Penalty: 4978.076172
	Iteration 31Q: 3 clusters Score -3085922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3085928.250000 Penalty: 4978.076172
	Iteration 32Q: 3 clusters Score -3085928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3085934.000000 Penalty: 4978.076172
	Iteration 33Q: 3 clusters Score -3085934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3085934.750000 Penalty: 4978.076172
	Iteration 34Q: 3 clusters Score -3085935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3085938.000000 Penalty: 4978.076172
	Iteration 35Q: 3 clusters Score -3085938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3085943.000000 Penalty: 4978.076172
	Iteration 36Q: 3 clusters Score -3085943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3085949.500000 Penalty: 4978.076172
	Iteration 37Q: 3 clusters Score -3085950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3085948.500000 Penalty: 4978.076172
	Iteration 38Q: 3 clusters Score -3085948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3085949.500000 Penalty: 4978.076172
	Iteration 39Q: 3 clusters Score -3085950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3085949.500000 Penalty: 4978.076172
	Iteration 40F: 3 clusters Score -3085950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Entering Unmasked Estep 
Score: -2651406.250000 Penalty: 2451.800049
	Iteration 0F: 2 clusters Score -2651406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2637625.750000 Penalty: 4903.600098
	Iteration 0F: 3 clusters Score -2637626 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2642206.750000 Penalty: 4903.600098
	Iteration 1F: 3 clusters Score -2642207 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2642837.750000 Penalty: 4903.600098
	Iteration 2F: 3 clusters Score -2642838 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2643563.750000 Penalty: 4903.600098
	Iteration 3F: 3 clusters Score -2643564 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2644461.250000 Penalty: 4903.600098
	Iteration 4F: 3 clusters Score -2644461 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2645655.750000 Penalty: 4903.600098
	Iteration 5F: 3 clusters Score -2645656 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2646991.750000 Penalty: 4903.600098
	Iteration 6F: 3 clusters Score -2646992 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2648204.750000 Penalty: 4903.600098
	Iteration 7F: 3 clusters Score -2648205 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2649049.750000 Penalty: 4903.600098
	Iteration 8Q: 3 clusters Score -2649050 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2649582.000000 Penalty: 4903.600098
	Iteration 9Q: 3 clusters Score -2649582 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2649876.750000 Penalty: 4903.600098
	Iteration 10Q: 3 clusters Score -2649877 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2650031.750000 Penalty: 4903.600098
	Iteration 11Q: 3 clusters Score -2650032 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2650128.000000 Penalty: 4903.600098
	Iteration 12Q: 3 clusters Score -2650128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2650165.750000 Penalty: 4903.600098
	Iteration 13Q: 3 clusters Score -2650166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2650208.000000 Penalty: 4903.600098
	Iteration 14Q: 3 clusters Score -2650208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2650229.000000 Penalty: 4903.600098
	Iteration 15Q: 3 clusters Score -2650229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2650233.750000 Penalty: 4903.600098
	Iteration 16Q: 3 clusters Score -2650234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2650243.500000 Penalty: 4903.600098
	Iteration 17Q: 3 clusters Score -2650244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2650255.750000 Penalty: 4903.600098
	Iteration 18Q: 3 clusters Score -2650256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2650271.500000 Penalty: 4903.600098
	Iteration 19Q: 3 clusters Score -2650272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2650289.000000 Penalty: 4903.600098
	Iteration 20F: 3 clusters Score -2650289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2650299.250000 Penalty: 4903.600098
	Iteration 21Q: 3 clusters Score -2650299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2650303.250000 Penalty: 4903.600098
	Iteration 22Q: 3 clusters Score -2650303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2650302.750000 Penalty: 4903.600098
	Iteration 23Q: 3 clusters Score -2650303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2650313.750000 Penalty: 4903.600098
	Iteration 24Q: 3 clusters Score -2650314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2650311.500000 Penalty: 4903.600098
	Iteration 25Q: 3 clusters Score -2650312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2650315.500000 Penalty: 4903.600098
	Iteration 26Q: 3 clusters Score -2650316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2650319.500000 Penalty: 4903.600098
	Iteration 27Q: 3 clusters Score -2650320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2650321.250000 Penalty: 4903.600098
	Iteration 28Q: 3 clusters Score -2650321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2650321.000000 Penalty: 4903.600098
	Iteration 29Q: 3 clusters Score -2650321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2650319.750000 Penalty: 4903.600098
	Iteration 30Q: 3 clusters Score -2650320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2650320.000000 Penalty: 4903.600098
	Iteration 31Q: 3 clusters Score -2650320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2650321.000000 Penalty: 4903.600098
	Iteration 32Q: 3 clusters Score -2650321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2650320.500000 Penalty: 4903.600098
	Iteration 33Q: 3 clusters Score -2650320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2650320.500000 Penalty: 4903.600098
	Iteration 34F: 3 clusters Score -2650320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190295 members 
Entering Unmasked Estep 
Score: -25189662.000000 Penalty: 3014.770020
	Iteration 0F: 2 clusters Score -2.518966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -25080906.000000 Penalty: 6029.540039
	Iteration 0F: 3 clusters Score -2.508091e+07 nChanged 91246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -25134386.000000 Penalty: 6029.540039
	Iteration 1F: 3 clusters Score -2.513439e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 91987 members 
Entering Unmasked Estep 
Score: -25135162.000000 Penalty: 6029.540039
	Iteration 2Q: 3 clusters Score -2.513516e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 90592 members 
Entering Unmasked Estep 
Score: -25136110.000000 Penalty: 6029.540039
	Iteration 3Q: 3 clusters Score -2.513611e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -25137602.000000 Penalty: 6029.540039
	Iteration 4Q: 3 clusters Score -2.51376e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -25139758.000000 Penalty: 6029.540039
	Iteration 5Q: 3 clusters Score -2.513976e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -25142694.000000 Penalty: 6029.540039
	Iteration 6Q: 3 clusters Score -2.514269e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -25147592.000000 Penalty: 6029.540039
	Iteration 7Q: 3 clusters Score -2.514759e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121138 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -25154006.000000 Penalty: 6029.540039
	Iteration 8F: 3 clusters Score -2.515401e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128130 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -25161996.000000 Penalty: 6029.540039
	Iteration 9F: 3 clusters Score -2.5162e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133900 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -25168720.000000 Penalty: 6029.540039
	Iteration 10F: 3 clusters Score -2.516872e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -25173048.000000 Penalty: 6029.540039
	Iteration 11Q: 3 clusters Score -2.517305e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140330 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -25175428.000000 Penalty: 6029.540039
	Iteration 12Q: 3 clusters Score -2.517543e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141858 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -25176634.000000 Penalty: 6029.540039
	Iteration 13Q: 3 clusters Score -2.517663e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -25177230.000000 Penalty: 6029.540039
	Iteration 14Q: 3 clusters Score -2.517723e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144091 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -25177394.000000 Penalty: 6029.540039
	Iteration 15Q: 3 clusters Score -2.517739e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -25177704.000000 Penalty: 6029.540039
	Iteration 16Q: 3 clusters Score -2.51777e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145897 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -25177878.000000 Penalty: 6029.540039
	Iteration 17Q: 3 clusters Score -2.517788e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146693 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -25178070.000000 Penalty: 6029.540039
	Iteration 18Q: 3 clusters Score -2.517807e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147460 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -25178152.000000 Penalty: 6029.540039
	Iteration 19Q: 3 clusters Score -2.517815e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148213 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -25178492.000000 Penalty: 6029.540039
	Iteration 20F: 3 clusters Score -2.517849e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148959 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -25178844.000000 Penalty: 6029.540039
	Iteration 21Q: 3 clusters Score -2.517884e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -25179030.000000 Penalty: 6029.540039
	Iteration 22Q: 3 clusters Score -2.517903e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150547 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -25179424.000000 Penalty: 6029.540039
	Iteration 23Q: 3 clusters Score -2.517942e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151389 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -25179942.000000 Penalty: 6029.540039
	Iteration 24Q: 3 clusters Score -2.517994e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152277 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -25180358.000000 Penalty: 6029.540039
	Iteration 25Q: 3 clusters Score -2.518036e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -25180550.000000 Penalty: 6029.540039
	Iteration 26Q: 3 clusters Score -2.518055e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154140 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -25180928.000000 Penalty: 6029.540039
	Iteration 27Q: 3 clusters Score -2.518093e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -25181184.000000 Penalty: 6029.540039
	Iteration 28Q: 3 clusters Score -2.518118e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156129 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -25181466.000000 Penalty: 6029.540039
	Iteration 29Q: 3 clusters Score -2.518147e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157142 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -25181754.000000 Penalty: 6029.540039
	Iteration 30Q: 3 clusters Score -2.518175e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -25182178.000000 Penalty: 6029.540039
	Iteration 31Q: 3 clusters Score -2.518218e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -25182436.000000 Penalty: 6029.540039
	Iteration 32Q: 3 clusters Score -2.518244e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160565 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -25182920.000000 Penalty: 6029.540039
	Iteration 33Q: 3 clusters Score -2.518292e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -25183384.000000 Penalty: 6029.540039
	Iteration 34Q: 3 clusters Score -2.518338e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163023 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -25183594.000000 Penalty: 6029.540039
	Iteration 35Q: 3 clusters Score -2.518359e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -25183936.000000 Penalty: 6029.540039
	Iteration 36Q: 3 clusters Score -2.518394e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -25184378.000000 Penalty: 6029.540039
	Iteration 37Q: 3 clusters Score -2.518438e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -25184676.000000 Penalty: 6029.540039
	Iteration 38Q: 3 clusters Score -2.518468e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167861 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -25184950.000000 Penalty: 6029.540039
	Iteration 39Q: 3 clusters Score -2.518495e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -25185294.000000 Penalty: 6029.540039
	Iteration 40F: 3 clusters Score -2.518529e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170380 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -25185536.000000 Penalty: 6029.540039
	Iteration 41Q: 3 clusters Score -2.518554e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -25185816.000000 Penalty: 6029.540039
	Iteration 42Q: 3 clusters Score -2.518582e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -25186022.000000 Penalty: 6029.540039
	Iteration 43Q: 3 clusters Score -2.518602e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173878 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -25186336.000000 Penalty: 6029.540039
	Iteration 44Q: 3 clusters Score -2.518634e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175030 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -25186480.000000 Penalty: 6029.540039
	Iteration 45Q: 3 clusters Score -2.518648e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176190 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -25186830.000000 Penalty: 6029.540039
	Iteration 46Q: 3 clusters Score -2.518683e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177290 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -25186916.000000 Penalty: 6029.540039
	Iteration 47Q: 3 clusters Score -2.518692e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178441 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -25187168.000000 Penalty: 6029.540039
	Iteration 48Q: 3 clusters Score -2.518717e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179524 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -25187358.000000 Penalty: 6029.540039
	Iteration 49Q: 3 clusters Score -2.518736e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180531 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -25187496.000000 Penalty: 6029.540039
	Iteration 50Q: 3 clusters Score -2.51875e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181447 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -25187576.000000 Penalty: 6029.540039
	Iteration 51Q: 3 clusters Score -2.518758e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182251 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -25187640.000000 Penalty: 6029.540039
	Iteration 52Q: 3 clusters Score -2.518764e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182945 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -25187730.000000 Penalty: 6029.540039
	Iteration 53Q: 3 clusters Score -2.518773e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183557 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -25187860.000000 Penalty: 6029.540039
	Iteration 54Q: 3 clusters Score -2.518786e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184125 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -25187832.000000 Penalty: 6029.540039
	Iteration 55Q: 3 clusters Score -2.518783e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184596 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -25187848.000000 Penalty: 6029.540039
	Iteration 56Q: 3 clusters Score -2.518785e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185062 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -25187860.000000 Penalty: 6029.540039
	Iteration 57Q: 3 clusters Score -2.518786e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185481 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -25187876.000000 Penalty: 6029.540039
	Iteration 58Q: 3 clusters Score -2.518788e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185882 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -25188022.000000 Penalty: 6029.540039
	Iteration 59Q: 3 clusters Score -2.518802e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186241 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -25188002.000000 Penalty: 6029.540039
	Iteration 60F: 3 clusters Score -2.5188e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186510 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -25188082.000000 Penalty: 6029.540039
	Iteration 61Q: 3 clusters Score -2.518808e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186767 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -25188112.000000 Penalty: 6029.540039
	Iteration 62Q: 3 clusters Score -2.518811e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186978 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -25188064.000000 Penalty: 6029.540039
	Iteration 63Q: 3 clusters Score -2.518806e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187166 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -25188152.000000 Penalty: 6029.540039
	Iteration 64Q: 3 clusters Score -2.518815e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187340 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -25188100.000000 Penalty: 6029.540039
	Iteration 65Q: 3 clusters Score -2.51881e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187470 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -25188096.000000 Penalty: 6029.540039
	Iteration 66Q: 3 clusters Score -2.51881e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187602 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -25188072.000000 Penalty: 6029.540039
	Iteration 67Q: 3 clusters Score -2.518807e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187702 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -25188080.000000 Penalty: 6029.540039
	Iteration 68Q: 3 clusters Score -2.518808e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187775 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -25188084.000000 Penalty: 6029.540039
	Iteration 69Q: 3 clusters Score -2.518808e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187846 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -25188072.000000 Penalty: 6029.540039
	Iteration 70Q: 3 clusters Score -2.518807e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187904 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -25188036.000000 Penalty: 6029.540039
	Iteration 71Q: 3 clusters Score -2.518804e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187943 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -25188040.000000 Penalty: 6029.540039
	Iteration 72Q: 3 clusters Score -2.518804e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187982 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -25188024.000000 Penalty: 6029.540039
	Iteration 73Q: 3 clusters Score -2.518802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188007 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -25188038.000000 Penalty: 6029.540039
	Iteration 74Q: 3 clusters Score -2.518804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188029 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -25188048.000000 Penalty: 6029.540039
	Iteration 75Q: 3 clusters Score -2.518805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188046 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -25188064.000000 Penalty: 6029.540039
	Iteration 76Q: 3 clusters Score -2.518806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188063 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -25188056.000000 Penalty: 6029.540039
	Iteration 77Q: 3 clusters Score -2.518806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188081 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -25188054.000000 Penalty: 6029.540039
	Iteration 78Q: 3 clusters Score -2.518805e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188104 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -25188064.000000 Penalty: 6029.540039
	Iteration 79Q: 3 clusters Score -2.518806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188132 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -25188068.000000 Penalty: 6029.540039
	Iteration 80F: 3 clusters Score -2.518807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188158 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -25188058.000000 Penalty: 6029.540039
	Iteration 81Q: 3 clusters Score -2.518806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188177 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -25188046.000000 Penalty: 6029.540039
	Iteration 82Q: 3 clusters Score -2.518805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188191 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -25188064.000000 Penalty: 6029.540039
	Iteration 83Q: 3 clusters Score -2.518806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188204 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -25188068.000000 Penalty: 6029.540039
	Iteration 84Q: 3 clusters Score -2.518807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188218 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -25188058.000000 Penalty: 6029.540039
	Iteration 85Q: 3 clusters Score -2.518806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188228 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -25188028.000000 Penalty: 6029.540039
	Iteration 86Q: 3 clusters Score -2.518803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188232 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -25188044.000000 Penalty: 6029.540039
	Iteration 87Q: 3 clusters Score -2.518804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188239 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -25188038.000000 Penalty: 6029.540039
	Iteration 88Q: 3 clusters Score -2.518804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188246 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -25188048.000000 Penalty: 6029.540039
	Iteration 89Q: 3 clusters Score -2.518805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188252 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -25188034.000000 Penalty: 6029.540039
	Iteration 90Q: 3 clusters Score -2.518803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188256 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -25188018.000000 Penalty: 6029.540039
	Iteration 91Q: 3 clusters Score -2.518802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188260 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -25188016.000000 Penalty: 6029.540039
	Iteration 92Q: 3 clusters Score -2.518802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188262 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -25188022.000000 Penalty: 6029.540039
	Iteration 93Q: 3 clusters Score -2.518802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188268 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -25188012.000000 Penalty: 6029.540039
	Iteration 94Q: 3 clusters Score -2.518801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188272 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -25188016.000000 Penalty: 6029.540039
	Iteration 95Q: 3 clusters Score -2.518802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188277 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -25188012.000000 Penalty: 6029.540039
	Iteration 96Q: 3 clusters Score -2.518801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188282 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -25188014.000000 Penalty: 6029.540039
	Iteration 97Q: 3 clusters Score -2.518801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188285 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -25188008.000000 Penalty: 6029.540039
	Iteration 98Q: 3 clusters Score -2.518801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -25188004.000000 Penalty: 6029.540039
	Iteration 99Q: 3 clusters Score -2.5188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188294 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -25188002.000000 Penalty: 6029.540039
	Iteration 100F: 3 clusters Score -2.5188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188303 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -25188000.000000 Penalty: 6029.540039
	Iteration 101Q: 3 clusters Score -2.5188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188309 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -25187978.000000 Penalty: 6029.540039
	Iteration 102Q: 3 clusters Score -2.518798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188318 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -25187990.000000 Penalty: 6029.540039
	Iteration 103Q: 3 clusters Score -2.518799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188327 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -25188004.000000 Penalty: 6029.540039
	Iteration 104Q: 3 clusters Score -2.5188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188334 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -25187980.000000 Penalty: 6029.540039
	Iteration 105Q: 3 clusters Score -2.518798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188343 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -25187980.000000 Penalty: 6029.540039
	Iteration 106Q: 3 clusters Score -2.518798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188346 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -25187966.000000 Penalty: 6029.540039
	Iteration 107Q: 3 clusters Score -2.518797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188351 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -25187966.000000 Penalty: 6029.540039
	Iteration 108Q: 3 clusters Score -2.518797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188357 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -25187976.000000 Penalty: 6029.540039
	Iteration 109Q: 3 clusters Score -2.518798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -25187986.000000 Penalty: 6029.540039
	Iteration 110Q: 3 clusters Score -2.518799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188364 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -25187984.000000 Penalty: 6029.540039
	Iteration 111Q: 3 clusters Score -2.518798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188370 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -25187990.000000 Penalty: 6029.540039
	Iteration 112Q: 3 clusters Score -2.518799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188374 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -25187974.000000 Penalty: 6029.540039
	Iteration 113Q: 3 clusters Score -2.518797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188378 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -25187972.000000 Penalty: 6029.540039
	Iteration 114Q: 3 clusters Score -2.518797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188380 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -25187968.000000 Penalty: 6029.540039
	Iteration 115Q: 3 clusters Score -2.518797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188383 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -25187994.000000 Penalty: 6029.540039
	Iteration 116Q: 3 clusters Score -2.518799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188384 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -25187982.000000 Penalty: 6029.540039
	Iteration 117Q: 3 clusters Score -2.518798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188384 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -25187978.000000 Penalty: 6029.540039
	Iteration 118Q: 3 clusters Score -2.518798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188385 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -25187958.000000 Penalty: 6029.540039
	Iteration 119Q: 3 clusters Score -2.518796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188389 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -25187956.000000 Penalty: 6029.540039
	Iteration 120F: 3 clusters Score -2.518796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188394 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -25187962.000000 Penalty: 6029.540039
	Iteration 121Q: 3 clusters Score -2.518796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188396 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -25187970.000000 Penalty: 6029.540039
	Iteration 122Q: 3 clusters Score -2.518797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188399 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -25187974.000000 Penalty: 6029.540039
	Iteration 123Q: 3 clusters Score -2.518797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188402 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -25187976.000000 Penalty: 6029.540039
	Iteration 124Q: 3 clusters Score -2.518798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188404 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -25187994.000000 Penalty: 6029.540039
	Iteration 125Q: 3 clusters Score -2.518799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188410 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -25187990.000000 Penalty: 6029.540039
	Iteration 126Q: 3 clusters Score -2.518799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188416 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -25188004.000000 Penalty: 6029.540039
	Iteration 127Q: 3 clusters Score -2.5188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188418 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -25188002.000000 Penalty: 6029.540039
	Iteration 128Q: 3 clusters Score -2.5188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188422 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -25188010.000000 Penalty: 6029.540039
	Iteration 129Q: 3 clusters Score -2.518801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188427 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -25188026.000000 Penalty: 6029.540039
	Iteration 130Q: 3 clusters Score -2.518803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188430 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -25188018.000000 Penalty: 6029.540039
	Iteration 131Q: 3 clusters Score -2.518802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188430 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -25188028.000000 Penalty: 6029.540039
	Iteration 132Q: 3 clusters Score -2.518803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188434 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -25188028.000000 Penalty: 6029.540039
	Iteration 133Q: 3 clusters Score -2.518803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188440 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -25188026.000000 Penalty: 6029.540039
	Iteration 134Q: 3 clusters Score -2.518803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188446 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -25188042.000000 Penalty: 6029.540039
	Iteration 135Q: 3 clusters Score -2.518804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188448 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -25188042.000000 Penalty: 6029.540039
	Iteration 136Q: 3 clusters Score -2.518804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188450 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25188040.000000 Penalty: 6029.540039
	Iteration 137Q: 3 clusters Score -2.518804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188452 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -25188030.000000 Penalty: 6029.540039
	Iteration 138Q: 3 clusters Score -2.518803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188456 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -25188032.000000 Penalty: 6029.540039
	Iteration 139Q: 3 clusters Score -2.518803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188458 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -25188014.000000 Penalty: 6029.540039
	Iteration 140F: 3 clusters Score -2.518801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188459 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -25188034.000000 Penalty: 6029.540039
	Iteration 141Q: 3 clusters Score -2.518803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188461 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -25188034.000000 Penalty: 6029.540039
	Iteration 142Q: 3 clusters Score -2.518803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188464 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -25188046.000000 Penalty: 6029.540039
	Iteration 143Q: 3 clusters Score -2.518805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188465 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -25188034.000000 Penalty: 6029.540039
	Iteration 144Q: 3 clusters Score -2.518803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188471 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -25188042.000000 Penalty: 6029.540039
	Iteration 145Q: 3 clusters Score -2.518804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188477 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -25188054.000000 Penalty: 6029.540039
	Iteration 146Q: 3 clusters Score -2.518805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188482 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -25188048.000000 Penalty: 6029.540039
	Iteration 147Q: 3 clusters Score -2.518805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188484 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -25188040.000000 Penalty: 6029.540039
	Iteration 148Q: 3 clusters Score -2.518804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188485 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -25188044.000000 Penalty: 6029.540039
	Iteration 149Q: 3 clusters Score -2.518804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188485 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -25188044.000000 Penalty: 6029.540039
	Iteration 150F: 3 clusters Score -2.518804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -249372.187500 Penalty: 1875.416016
	Iteration 0F: 2 clusters Score -249372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -246783.593750 Penalty: 3750.832031
	Iteration 0F: 3 clusters Score -246783.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -247239.171875 Penalty: 3750.832031
	Iteration 1F: 3 clusters Score -247239.2 nChanged 146
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: -247356.656250 Penalty: 3750.832031
	Iteration 2F: 3 clusters Score -247356.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -247426.328125 Penalty: 3750.832031
	Iteration 3Q: 3 clusters Score -247426.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -247478.796875 Penalty: 3750.832031
	Iteration 4Q: 3 clusters Score -247478.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -247506.281250 Penalty: 3750.832031
	Iteration 5Q: 3 clusters Score -247506.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -247520.218750 Penalty: 3750.832031
	Iteration 6Q: 3 clusters Score -247520.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -247529.218750 Penalty: 3750.832031
	Iteration 7Q: 3 clusters Score -247529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -247535.140625 Penalty: 3750.832031
	Iteration 8Q: 3 clusters Score -247535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -247540.093750 Penalty: 3750.832031
	Iteration 9Q: 3 clusters Score -247540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -247543.515625 Penalty: 3750.832031
	Iteration 10Q: 3 clusters Score -247543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -247548.546875 Penalty: 3750.832031
	Iteration 11Q: 3 clusters Score -247548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -247551.750000 Penalty: 3750.832031
	Iteration 12Q: 3 clusters Score -247551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -247555.359375 Penalty: 3750.832031
	Iteration 13Q: 3 clusters Score -247555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -247556.765625 Penalty: 3750.832031
	Iteration 14Q: 3 clusters Score -247556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -247557.218750 Penalty: 3750.832031
	Iteration 15Q: 3 clusters Score -247557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -247557.390625 Penalty: 3750.832031
	Iteration 16Q: 3 clusters Score -247557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -247558.500000 Penalty: 3750.832031
	Iteration 17Q: 3 clusters Score -247558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -247559.359375 Penalty: 3750.832031
	Iteration 18Q: 3 clusters Score -247559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -247559.359375 Penalty: 3750.832031
	Iteration 19F: 3 clusters Score -247559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196605 members 
Entering Unmasked Estep 
Score: -26081052.000000 Penalty: 3022.859863
	Iteration 0F: 2 clusters Score -2.608105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -25954304.000000 Penalty: 6045.719727
	Iteration 0F: 3 clusters Score -2.59543e+07 nChanged 94583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -26010362.000000 Penalty: 6045.719727
	Iteration 1F: 3 clusters Score -2.601036e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -26011798.000000 Penalty: 6045.719727
	Iteration 2Q: 3 clusters Score -2.60118e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -26013698.000000 Penalty: 6045.719727
	Iteration 3Q: 3 clusters Score -2.60137e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101598 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -26016046.000000 Penalty: 6045.719727
	Iteration 4Q: 3 clusters Score -2.601605e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 93303 members 
Entering Unmasked Estep 
Score: -26019794.000000 Penalty: 6045.719727
	Iteration 5Q: 3 clusters Score -2.601979e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -26025550.000000 Penalty: 6045.719727
	Iteration 6F: 3 clusters Score -2.602555e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -26034408.000000 Penalty: 6045.719727
	Iteration 7F: 3 clusters Score -2.603441e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111189 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -26045292.000000 Penalty: 6045.719727
	Iteration 8F: 3 clusters Score -2.604529e+07 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113619 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -26054152.000000 Penalty: 6045.719727
	Iteration 9F: 3 clusters Score -2.605415e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -26057928.000000 Penalty: 6045.719727
	Iteration 10Q: 3 clusters Score -2.605793e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117539 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -26059672.000000 Penalty: 6045.719727
	Iteration 11Q: 3 clusters Score -2.605967e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119631 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -26061206.000000 Penalty: 6045.719727
	Iteration 12Q: 3 clusters Score -2.606121e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121814 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -26062708.000000 Penalty: 6045.719727
	Iteration 13Q: 3 clusters Score -2.606271e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124013 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -26064310.000000 Penalty: 6045.719727
	Iteration 14Q: 3 clusters Score -2.606431e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126160 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -26065818.000000 Penalty: 6045.719727
	Iteration 15Q: 3 clusters Score -2.606582e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128327 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -26067048.000000 Penalty: 6045.719727
	Iteration 16Q: 3 clusters Score -2.606705e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130352 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -26068302.000000 Penalty: 6045.719727
	Iteration 17Q: 3 clusters Score -2.60683e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132283 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -26069334.000000 Penalty: 6045.719727
	Iteration 18Q: 3 clusters Score -2.606933e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134009 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -26069988.000000 Penalty: 6045.719727
	Iteration 19Q: 3 clusters Score -2.606999e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135553 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -26070502.000000 Penalty: 6045.719727
	Iteration 20F: 3 clusters Score -2.60705e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137041 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -26070684.000000 Penalty: 6045.719727
	Iteration 21Q: 3 clusters Score -2.607068e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138402 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -26070862.000000 Penalty: 6045.719727
	Iteration 22Q: 3 clusters Score -2.607086e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139751 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -26071088.000000 Penalty: 6045.719727
	Iteration 23Q: 3 clusters Score -2.607109e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141042 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -26071346.000000 Penalty: 6045.719727
	Iteration 24Q: 3 clusters Score -2.607135e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142346 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -26071370.000000 Penalty: 6045.719727
	Iteration 25Q: 3 clusters Score -2.607137e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143662 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -26071440.000000 Penalty: 6045.719727
	Iteration 26Q: 3 clusters Score -2.607144e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145012 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -26071654.000000 Penalty: 6045.719727
	Iteration 27Q: 3 clusters Score -2.607165e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146406 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -26071824.000000 Penalty: 6045.719727
	Iteration 28Q: 3 clusters Score -2.607182e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147825 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -26072080.000000 Penalty: 6045.719727
	Iteration 29Q: 3 clusters Score -2.607208e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149264 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -26072254.000000 Penalty: 6045.719727
	Iteration 30Q: 3 clusters Score -2.607225e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -26072540.000000 Penalty: 6045.719727
	Iteration 31Q: 3 clusters Score -2.607254e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -26072766.000000 Penalty: 6045.719727
	Iteration 32Q: 3 clusters Score -2.607277e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -26073014.000000 Penalty: 6045.719727
	Iteration 33Q: 3 clusters Score -2.607301e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -26073246.000000 Penalty: 6045.719727
	Iteration 34Q: 3 clusters Score -2.607325e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -26073552.000000 Penalty: 6045.719727
	Iteration 35Q: 3 clusters Score -2.607355e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158731 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -26073706.000000 Penalty: 6045.719727
	Iteration 36Q: 3 clusters Score -2.607371e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160395 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -26073886.000000 Penalty: 6045.719727
	Iteration 37Q: 3 clusters Score -2.607389e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162039 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -26074066.000000 Penalty: 6045.719727
	Iteration 38Q: 3 clusters Score -2.607407e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163749 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -26074394.000000 Penalty: 6045.719727
	Iteration 39Q: 3 clusters Score -2.607439e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165451 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -26074570.000000 Penalty: 6045.719727
	Iteration 40F: 3 clusters Score -2.607457e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167169 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -26074856.000000 Penalty: 6045.719727
	Iteration 41Q: 3 clusters Score -2.607486e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168878 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -26075062.000000 Penalty: 6045.719727
	Iteration 42Q: 3 clusters Score -2.607506e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170692 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -26075280.000000 Penalty: 6045.719727
	Iteration 43Q: 3 clusters Score -2.607528e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172489 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -26075736.000000 Penalty: 6045.719727
	Iteration 44Q: 3 clusters Score -2.607574e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174329 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -26075994.000000 Penalty: 6045.719727
	Iteration 45Q: 3 clusters Score -2.607599e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176138 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -26076310.000000 Penalty: 6045.719727
	Iteration 46Q: 3 clusters Score -2.607631e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177908 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -26076480.000000 Penalty: 6045.719727
	Iteration 47Q: 3 clusters Score -2.607648e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179615 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -26076712.000000 Penalty: 6045.719727
	Iteration 48Q: 3 clusters Score -2.607671e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181289 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -26077034.000000 Penalty: 6045.719727
	Iteration 49Q: 3 clusters Score -2.607703e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182885 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -26077294.000000 Penalty: 6045.719727
	Iteration 50Q: 3 clusters Score -2.607729e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184321 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -26077522.000000 Penalty: 6045.719727
	Iteration 51Q: 3 clusters Score -2.607752e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185601 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -26077818.000000 Penalty: 6045.719727
	Iteration 52Q: 3 clusters Score -2.607782e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186791 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -26077970.000000 Penalty: 6045.719727
	Iteration 53Q: 3 clusters Score -2.607797e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187883 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -26077962.000000 Penalty: 6045.719727
	Iteration 54Q: 3 clusters Score -2.607796e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188903 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -26078138.000000 Penalty: 6045.719727
	Iteration 55Q: 3 clusters Score -2.607814e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189784 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -26078218.000000 Penalty: 6045.719727
	Iteration 56Q: 3 clusters Score -2.607822e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190583 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -26078382.000000 Penalty: 6045.719727
	Iteration 57Q: 3 clusters Score -2.607838e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191291 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -26078532.000000 Penalty: 6045.719727
	Iteration 58Q: 3 clusters Score -2.607853e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191899 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -26078612.000000 Penalty: 6045.719727
	Iteration 59Q: 3 clusters Score -2.607861e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192432 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -26078682.000000 Penalty: 6045.719727
	Iteration 60F: 3 clusters Score -2.607868e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192881 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -26078658.000000 Penalty: 6045.719727
	Iteration 61Q: 3 clusters Score -2.607866e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193255 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -26078658.000000 Penalty: 6045.719727
	Iteration 62Q: 3 clusters Score -2.607866e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193575 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -26078750.000000 Penalty: 6045.719727
	Iteration 63Q: 3 clusters Score -2.607875e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193835 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -26078794.000000 Penalty: 6045.719727
	Iteration 64Q: 3 clusters Score -2.607879e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194050 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -26078860.000000 Penalty: 6045.719727
	Iteration 65Q: 3 clusters Score -2.607886e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194209 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -26078908.000000 Penalty: 6045.719727
	Iteration 66Q: 3 clusters Score -2.607891e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194344 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -26078972.000000 Penalty: 6045.719727
	Iteration 67Q: 3 clusters Score -2.607897e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194459 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -26078994.000000 Penalty: 6045.719727
	Iteration 68Q: 3 clusters Score -2.607899e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194550 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -26078982.000000 Penalty: 6045.719727
	Iteration 69Q: 3 clusters Score -2.607898e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194642 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -26079022.000000 Penalty: 6045.719727
	Iteration 70Q: 3 clusters Score -2.607902e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194707 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -26079012.000000 Penalty: 6045.719727
	Iteration 71Q: 3 clusters Score -2.607901e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194754 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -26079004.000000 Penalty: 6045.719727
	Iteration 72Q: 3 clusters Score -2.6079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194792 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -26079018.000000 Penalty: 6045.719727
	Iteration 73Q: 3 clusters Score -2.607902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194826 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -26079022.000000 Penalty: 6045.719727
	Iteration 74Q: 3 clusters Score -2.607902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194846 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -26079030.000000 Penalty: 6045.719727
	Iteration 75Q: 3 clusters Score -2.607903e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194870 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -26079016.000000 Penalty: 6045.719727
	Iteration 76Q: 3 clusters Score -2.607902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194896 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -26079016.000000 Penalty: 6045.719727
	Iteration 77Q: 3 clusters Score -2.607902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194922 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -26079014.000000 Penalty: 6045.719727
	Iteration 78Q: 3 clusters Score -2.607901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194945 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -26079000.000000 Penalty: 6045.719727
	Iteration 79Q: 3 clusters Score -2.6079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194960 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -26078988.000000 Penalty: 6045.719727
	Iteration 80F: 3 clusters Score -2.607899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194977 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -26078996.000000 Penalty: 6045.719727
	Iteration 81Q: 3 clusters Score -2.6079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194986 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -26078994.000000 Penalty: 6045.719727
	Iteration 82Q: 3 clusters Score -2.607899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194998 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -26078972.000000 Penalty: 6045.719727
	Iteration 83Q: 3 clusters Score -2.607897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195006 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -26078996.000000 Penalty: 6045.719727
	Iteration 84Q: 3 clusters Score -2.6079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195013 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -26078990.000000 Penalty: 6045.719727
	Iteration 85Q: 3 clusters Score -2.607899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195018 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -26079012.000000 Penalty: 6045.719727
	Iteration 86Q: 3 clusters Score -2.607901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195021 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -26078990.000000 Penalty: 6045.719727
	Iteration 87Q: 3 clusters Score -2.607899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195023 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -26079008.000000 Penalty: 6045.719727
	Iteration 88Q: 3 clusters Score -2.607901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -26079004.000000 Penalty: 6045.719727
	Iteration 89Q: 3 clusters Score -2.6079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195023 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -26078998.000000 Penalty: 6045.719727
	Iteration 90Q: 3 clusters Score -2.6079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195024 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -26079010.000000 Penalty: 6045.719727
	Iteration 91Q: 3 clusters Score -2.607901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195025 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -26079012.000000 Penalty: 6045.719727
	Iteration 92Q: 3 clusters Score -2.607901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195026 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -26079010.000000 Penalty: 6045.719727
	Iteration 93Q: 3 clusters Score -2.607901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195026 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -26079010.000000 Penalty: 6045.719727
	Iteration 94F: 3 clusters Score -2.607901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -28851.908203 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -28851.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27648.308594 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -27648.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28014.435547 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -28014.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28226.060547 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28226.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28335.531250 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -28335.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28428.707031 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28428.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28547.640625 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28547.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28709.707031 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28709.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28803.376953 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -28803.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28832.755859 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -28832.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28924.898438 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -28924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28933.826172 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -28933.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28933.826172 Penalty: 2832.371582
	Iteration 11F: 3 clusters Score -28933.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 22844 members 
Mstep: Class 10 contains 19659 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 196605 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41571 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17568 members 
Mstep: Class 21 contains 207324 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21662 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16825 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34774 members 
Mstep: Class 34 contains 115 members 
Entering Unmasked Estep 
Score: -133250816.000000 Penalty: 116723.625000
Splitting cluster 14 changes total score from -133252560.000000 to -133250816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -546402.250000 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -546402.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -542263.562500 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -542263.6 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -543168.500000 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -543168.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -543441.125000 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -543441.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -543732.562500 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -543732.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -544008.000000 Penalty: 4149.488770
	Iteration 4F: 3 clusters Score -544008 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -544220.187500 Penalty: 4149.488770
	Iteration 5F: 3 clusters Score -544220.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -544374.062500 Penalty: 4149.488770
	Iteration 6Q: 3 clusters Score -544374.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -544511.875000 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -544511.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -544653.187500 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -544653.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -544760.125000 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -544760.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -544831.937500 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -544831.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -544882.875000 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -544882.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -544919.437500 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -544919.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -544954.625000 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -544954.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -544982.062500 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -544982.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -545001.312500 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -545001.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -545012.062500 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -545012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -545015.750000 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -545015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -545018.875000 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -545018.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -545026.875000 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -545026.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -545036.750000 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -545036.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -545045.625000 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -545045.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -545051.250000 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -545051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -545055.000000 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -545055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -545061.250000 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -545061.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -545067.500000 Penalty: 4149.488770
	Iteration 25Q: 3 clusters Score -545067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -545070.687500 Penalty: 4149.488770
	Iteration 26Q: 3 clusters Score -545070.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -545075.500000 Penalty: 4149.488770
	Iteration 27Q: 3 clusters Score -545075.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -545080.437500 Penalty: 4149.488770
	Iteration 28Q: 3 clusters Score -545080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -545082.125000 Penalty: 4149.488770
	Iteration 29Q: 3 clusters Score -545082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -545084.125000 Penalty: 4149.488770
	Iteration 30Q: 3 clusters Score -545084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -545087.062500 Penalty: 4149.488770
	Iteration 31Q: 3 clusters Score -545087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -545090.562500 Penalty: 4149.488770
	Iteration 32Q: 3 clusters Score -545090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -545092.250000 Penalty: 4149.488770
	Iteration 33Q: 3 clusters Score -545092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -545094.562500 Penalty: 4149.488770
	Iteration 34Q: 3 clusters Score -545094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -545094.750000 Penalty: 4149.488770
	Iteration 35Q: 3 clusters Score -545094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -545096.187500 Penalty: 4149.488770
	Iteration 36Q: 3 clusters Score -545096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -545097.125000 Penalty: 4149.488770
	Iteration 37Q: 3 clusters Score -545097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -545099.312500 Penalty: 4149.488770
	Iteration 38Q: 3 clusters Score -545099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -545099.312500 Penalty: 4149.488770
	Iteration 39F: 3 clusters Score -545099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Entering Unmasked Estep 
Score: -5539955.500000 Penalty: 2637.519287
	Iteration 0F: 2 clusters Score -5539956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -5511818.500000 Penalty: 5275.038574
	Iteration 0F: 3 clusters Score -5511818 nChanged 19131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -5522556.000000 Penalty: 5275.038574
	Iteration 1F: 3 clusters Score -5522556 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -5523172.500000 Penalty: 5275.038574
	Iteration 2Q: 3 clusters Score -5523172 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -5523733.000000 Penalty: 5275.038574
	Iteration 3Q: 3 clusters Score -5523733 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5524372.500000 Penalty: 5275.038574
	Iteration 4Q: 3 clusters Score -5524372 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -5525084.000000 Penalty: 5275.038574
	Iteration 5Q: 3 clusters Score -5525084 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5525854.000000 Penalty: 5275.038574
	Iteration 6Q: 3 clusters Score -5525854 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -5526628.000000 Penalty: 5275.038574
	Iteration 7Q: 3 clusters Score -5526628 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5527434.500000 Penalty: 5275.038574
	Iteration 8Q: 3 clusters Score -5527434 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5528290.500000 Penalty: 5275.038574
	Iteration 9Q: 3 clusters Score -5528290 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5529152.000000 Penalty: 5275.038574
	Iteration 10Q: 3 clusters Score -5529152 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5529898.500000 Penalty: 5275.038574
	Iteration 11Q: 3 clusters Score -5529898 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -5530573.000000 Penalty: 5275.038574
	Iteration 12Q: 3 clusters Score -5530573 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -5531118.500000 Penalty: 5275.038574
	Iteration 13Q: 3 clusters Score -5531118 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -5531497.000000 Penalty: 5275.038574
	Iteration 14Q: 3 clusters Score -5531497 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -5531703.500000 Penalty: 5275.038574
	Iteration 15Q: 3 clusters Score -5531704 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -5531852.500000 Penalty: 5275.038574
	Iteration 16Q: 3 clusters Score -5531852 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -5531930.000000 Penalty: 5275.038574
	Iteration 17Q: 3 clusters Score -5531930 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -5532004.000000 Penalty: 5275.038574
	Iteration 18Q: 3 clusters Score -5532004 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -5532056.000000 Penalty: 5275.038574
	Iteration 19Q: 3 clusters Score -5532056 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5532101.500000 Penalty: 5275.038574
	Iteration 20F: 3 clusters Score -5532102 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5532149.000000 Penalty: 5275.038574
	Iteration 21Q: 3 clusters Score -5532149 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -5532206.000000 Penalty: 5275.038574
	Iteration 22Q: 3 clusters Score -5532206 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -5532245.500000 Penalty: 5275.038574
	Iteration 23Q: 3 clusters Score -5532246 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -5532298.500000 Penalty: 5275.038574
	Iteration 24Q: 3 clusters Score -5532298 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -5532343.000000 Penalty: 5275.038574
	Iteration 25Q: 3 clusters Score -5532343 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5532408.000000 Penalty: 5275.038574
	Iteration 26Q: 3 clusters Score -5532408 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -5532477.500000 Penalty: 5275.038574
	Iteration 27Q: 3 clusters Score -5532478 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -5532552.000000 Penalty: 5275.038574
	Iteration 28Q: 3 clusters Score -5532552 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -5532590.500000 Penalty: 5275.038574
	Iteration 29Q: 3 clusters Score -5532590 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5532663.000000 Penalty: 5275.038574
	Iteration 30Q: 3 clusters Score -5532663 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -5532751.500000 Penalty: 5275.038574
	Iteration 31Q: 3 clusters Score -5532752 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5532830.500000 Penalty: 5275.038574
	Iteration 32Q: 3 clusters Score -5532830 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -5532920.500000 Penalty: 5275.038574
	Iteration 33Q: 3 clusters Score -5532920 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -5533004.000000 Penalty: 5275.038574
	Iteration 34Q: 3 clusters Score -5533004 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -5533145.500000 Penalty: 5275.038574
	Iteration 35Q: 3 clusters Score -5533146 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5533318.000000 Penalty: 5275.038574
	Iteration 36Q: 3 clusters Score -5533318 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -5533532.500000 Penalty: 5275.038574
	Iteration 37Q: 3 clusters Score -5533532 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -5533776.500000 Penalty: 5275.038574
	Iteration 38Q: 3 clusters Score -5533776 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5534048.000000 Penalty: 5275.038574
	Iteration 39Q: 3 clusters Score -5534048 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -5534301.000000 Penalty: 5275.038574
	Iteration 40F: 3 clusters Score -5534301 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -5534538.500000 Penalty: 5275.038574
	Iteration 41Q: 3 clusters Score -5534538 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -5534835.000000 Penalty: 5275.038574
	Iteration 42Q: 3 clusters Score -5534835 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -5535181.500000 Penalty: 5275.038574
	Iteration 43Q: 3 clusters Score -5535182 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5535525.500000 Penalty: 5275.038574
	Iteration 44Q: 3 clusters Score -5535526 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5535906.000000 Penalty: 5275.038574
	Iteration 45Q: 3 clusters Score -5535906 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5536220.500000 Penalty: 5275.038574
	Iteration 46Q: 3 clusters Score -5536220 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5536490.500000 Penalty: 5275.038574
	Iteration 47Q: 3 clusters Score -5536490 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5536720.000000 Penalty: 5275.038574
	Iteration 48Q: 3 clusters Score -5536720 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5536926.500000 Penalty: 5275.038574
	Iteration 49Q: 3 clusters Score -5536926 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5537086.000000 Penalty: 5275.038574
	Iteration 50Q: 3 clusters Score -5537086 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5537241.000000 Penalty: 5275.038574
	Iteration 51Q: 3 clusters Score -5537241 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5537336.000000 Penalty: 5275.038574
	Iteration 52Q: 3 clusters Score -5537336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5537417.000000 Penalty: 5275.038574
	Iteration 53Q: 3 clusters Score -5537417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5537487.000000 Penalty: 5275.038574
	Iteration 54Q: 3 clusters Score -5537487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5537537.000000 Penalty: 5275.038574
	Iteration 55Q: 3 clusters Score -5537537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5537562.500000 Penalty: 5275.038574
	Iteration 56Q: 3 clusters Score -5537562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5537581.000000 Penalty: 5275.038574
	Iteration 57Q: 3 clusters Score -5537581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5537593.500000 Penalty: 5275.038574
	Iteration 58Q: 3 clusters Score -5537594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5537603.000000 Penalty: 5275.038574
	Iteration 59Q: 3 clusters Score -5537603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5537611.500000 Penalty: 5275.038574
	Iteration 60F: 3 clusters Score -5537612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5537608.000000 Penalty: 5275.038574
	Iteration 61Q: 3 clusters Score -5537608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5537623.000000 Penalty: 5275.038574
	Iteration 62Q: 3 clusters Score -5537623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5537632.500000 Penalty: 5275.038574
	Iteration 63Q: 3 clusters Score -5537632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5537638.500000 Penalty: 5275.038574
	Iteration 64Q: 3 clusters Score -5537638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5537643.000000 Penalty: 5275.038574
	Iteration 65Q: 3 clusters Score -5537643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5537654.500000 Penalty: 5275.038574
	Iteration 66Q: 3 clusters Score -5537654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5537658.500000 Penalty: 5275.038574
	Iteration 67Q: 3 clusters Score -5537658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5537661.000000 Penalty: 5275.038574
	Iteration 68Q: 3 clusters Score -5537661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5537661.000000 Penalty: 5275.038574
	Iteration 69Q: 3 clusters Score -5537661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5537670.500000 Penalty: 5275.038574
	Iteration 70Q: 3 clusters Score -5537670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5537676.500000 Penalty: 5275.038574
	Iteration 71Q: 3 clusters Score -5537676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5537679.500000 Penalty: 5275.038574
	Iteration 72Q: 3 clusters Score -5537680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5537686.500000 Penalty: 5275.038574
	Iteration 73Q: 3 clusters Score -5537686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5537686.500000 Penalty: 5275.038574
	Iteration 74F: 3 clusters Score -5537686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -24224.099609 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -24224.1 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 128 members 
Entering Unmasked Estep 
Score: -23118.134766 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -23118.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23224.976562 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -23224.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23249.615234 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -23249.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23265.443359 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -23265.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23279.787109 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -23279.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23290.103516 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -23290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23304.521484 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -23304.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23326.490234 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -23326.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23350.169922 Penalty: 2767.546143
	Iteration 8Q: 3 clusters Score -23350.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -23357.734375 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -23357.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -23359.636719 Penalty: 2767.546143
	Iteration 10Q: 3 clusters Score -23359.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -23359.636719 Penalty: 2767.546143
	Iteration 11F: 3 clusters Score -23359.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -252533.187500 Penalty: 1886.507324
	Iteration 0F: 2 clusters Score -252533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -249901.406250 Penalty: 3773.014648
	Iteration 0F: 3 clusters Score -249901.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250363.171875 Penalty: 3773.014648
	Iteration 1F: 3 clusters Score -250363.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -250486.687500 Penalty: 3773.014648
	Iteration 2F: 3 clusters Score -250486.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -250549.125000 Penalty: 3773.014648
	Iteration 3Q: 3 clusters Score -250549.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250593.156250 Penalty: 3773.014648
	Iteration 4Q: 3 clusters Score -250593.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -250622.640625 Penalty: 3773.014648
	Iteration 5Q: 3 clusters Score -250622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -250646.765625 Penalty: 3773.014648
	Iteration 6Q: 3 clusters Score -250646.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -250666.218750 Penalty: 3773.014648
	Iteration 7Q: 3 clusters Score -250666.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -250679.625000 Penalty: 3773.014648
	Iteration 8Q: 3 clusters Score -250679.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -250693.234375 Penalty: 3773.014648
	Iteration 9Q: 3 clusters Score -250693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -250702.578125 Penalty: 3773.014648
	Iteration 10Q: 3 clusters Score -250702.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -250713.593750 Penalty: 3773.014648
	Iteration 11Q: 3 clusters Score -250713.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -250718.921875 Penalty: 3773.014648
	Iteration 12Q: 3 clusters Score -250718.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250723.531250 Penalty: 3773.014648
	Iteration 13Q: 3 clusters Score -250723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250726.296875 Penalty: 3773.014648
	Iteration 14Q: 3 clusters Score -250726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250728.312500 Penalty: 3773.014648
	Iteration 15Q: 3 clusters Score -250728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250729.765625 Penalty: 3773.014648
	Iteration 16Q: 3 clusters Score -250729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250729.765625 Penalty: 3773.014648
	Iteration 17F: 3 clusters Score -250729.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -287185.437500 Penalty: 1908.096436
	Iteration 0F: 2 clusters Score -287185.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -284430.968750 Penalty: 3816.192871
	Iteration 0F: 3 clusters Score -284431 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -284949.406250 Penalty: 3816.192871
	Iteration 1F: 3 clusters Score -284949.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285081.562500 Penalty: 3816.192871
	Iteration 2F: 3 clusters Score -285081.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285155.000000 Penalty: 3816.192871
	Iteration 3Q: 3 clusters Score -285155 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -285213.250000 Penalty: 3816.192871
	Iteration 4Q: 3 clusters Score -285213.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -285252.437500 Penalty: 3816.192871
	Iteration 5Q: 3 clusters Score -285252.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285287.562500 Penalty: 3816.192871
	Iteration 6Q: 3 clusters Score -285287.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -285322.093750 Penalty: 3816.192871
	Iteration 7Q: 3 clusters Score -285322.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -285374.656250 Penalty: 3816.192871
	Iteration 8Q: 3 clusters Score -285374.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -285410.875000 Penalty: 3816.192871
	Iteration 9Q: 3 clusters Score -285410.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -285442.718750 Penalty: 3816.192871
	Iteration 10Q: 3 clusters Score -285442.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -285474.437500 Penalty: 3816.192871
	Iteration 11Q: 3 clusters Score -285474.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -285502.281250 Penalty: 3816.192871
	Iteration 12Q: 3 clusters Score -285502.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -285526.187500 Penalty: 3816.192871
	Iteration 13Q: 3 clusters Score -285526.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -285546.468750 Penalty: 3816.192871
	Iteration 14Q: 3 clusters Score -285546.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -285561.562500 Penalty: 3816.192871
	Iteration 15Q: 3 clusters Score -285561.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -285576.812500 Penalty: 3816.192871
	Iteration 16Q: 3 clusters Score -285576.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -285592.937500 Penalty: 3816.192871
	Iteration 17Q: 3 clusters Score -285592.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -285603.906250 Penalty: 3816.192871
	Iteration 18Q: 3 clusters Score -285603.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -285613.437500 Penalty: 3816.192871
	Iteration 19Q: 3 clusters Score -285613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -285622.812500 Penalty: 3816.192871
	Iteration 20F: 3 clusters Score -285622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -285628.281250 Penalty: 3816.192871
	Iteration 21Q: 3 clusters Score -285628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -285629.843750 Penalty: 3816.192871
	Iteration 22Q: 3 clusters Score -285629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -285631.062500 Penalty: 3816.192871
	Iteration 23Q: 3 clusters Score -285631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -285631.062500 Penalty: 3816.192871
	Iteration 24F: 3 clusters Score -285631.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Entering Unmasked Estep 
Score: -2370002.250000 Penalty: 2423.910889
	Iteration 0F: 2 clusters Score -2370002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2357411.750000 Penalty: 4847.821777
	Iteration 0F: 3 clusters Score -2357412 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2361635.250000 Penalty: 4847.821777
	Iteration 1F: 3 clusters Score -2361635 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2362125.750000 Penalty: 4847.821777
	Iteration 2F: 3 clusters Score -2362126 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2362546.500000 Penalty: 4847.821777
	Iteration 3F: 3 clusters Score -2362546 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2362927.000000 Penalty: 4847.821777
	Iteration 4Q: 3 clusters Score -2362927 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2363283.000000 Penalty: 4847.821777
	Iteration 5Q: 3 clusters Score -2363283 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2363622.500000 Penalty: 4847.821777
	Iteration 6Q: 3 clusters Score -2363622 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2363987.500000 Penalty: 4847.821777
	Iteration 7Q: 3 clusters Score -2363988 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2364419.500000 Penalty: 4847.821777
	Iteration 8Q: 3 clusters Score -2364420 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2364975.250000 Penalty: 4847.821777
	Iteration 9F: 3 clusters Score -2364975 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2365580.500000 Penalty: 4847.821777
	Iteration 10F: 3 clusters Score -2365580 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2366278.250000 Penalty: 4847.821777
	Iteration 11F: 3 clusters Score -2366278 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2366924.500000 Penalty: 4847.821777
	Iteration 12F: 3 clusters Score -2366924 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2367440.500000 Penalty: 4847.821777
	Iteration 13Q: 3 clusters Score -2367440 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2367825.750000 Penalty: 4847.821777
	Iteration 14Q: 3 clusters Score -2367826 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2368123.750000 Penalty: 4847.821777
	Iteration 15Q: 3 clusters Score -2368124 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2368346.500000 Penalty: 4847.821777
	Iteration 16Q: 3 clusters Score -2368346 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2368511.750000 Penalty: 4847.821777
	Iteration 17Q: 3 clusters Score -2368512 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2368639.750000 Penalty: 4847.821777
	Iteration 18Q: 3 clusters Score -2368640 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2368740.750000 Penalty: 4847.821777
	Iteration 19Q: 3 clusters Score -2368741 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2368820.250000 Penalty: 4847.821777
	Iteration 20F: 3 clusters Score -2368820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2368868.750000 Penalty: 4847.821777
	Iteration 21Q: 3 clusters Score -2368869 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2368909.000000 Penalty: 4847.821777
	Iteration 22Q: 3 clusters Score -2368909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2368954.250000 Penalty: 4847.821777
	Iteration 23Q: 3 clusters Score -2368954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2368989.500000 Penalty: 4847.821777
	Iteration 24Q: 3 clusters Score -2368990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2369021.500000 Penalty: 4847.821777
	Iteration 25Q: 3 clusters Score -2369022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2369041.000000 Penalty: 4847.821777
	Iteration 26Q: 3 clusters Score -2369041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2369074.750000 Penalty: 4847.821777
	Iteration 27Q: 3 clusters Score -2369075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2369087.000000 Penalty: 4847.821777
	Iteration 28Q: 3 clusters Score -2369087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2369094.750000 Penalty: 4847.821777
	Iteration 29Q: 3 clusters Score -2369095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2369101.000000 Penalty: 4847.821777
	Iteration 30Q: 3 clusters Score -2369101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2369109.000000 Penalty: 4847.821777
	Iteration 31Q: 3 clusters Score -2369109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2369111.000000 Penalty: 4847.821777
	Iteration 32Q: 3 clusters Score -2369111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2369109.500000 Penalty: 4847.821777
	Iteration 33Q: 3 clusters Score -2369110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2369111.250000 Penalty: 4847.821777
	Iteration 34Q: 3 clusters Score -2369111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2369111.250000 Penalty: 4847.821777
	Iteration 35F: 3 clusters Score -2369111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (207324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207324 members 
Entering Unmasked Estep 
Score: -27528054.000000 Penalty: 3036.025391
	Iteration 0F: 2 clusters Score -2.752805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 103746 members 
Entering Unmasked Estep 
Score: -27395304.000000 Penalty: 6072.050781
	Iteration 0F: 3 clusters Score -2.73953e+07 nChanged 99967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102971 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -27453968.000000 Penalty: 6072.050781
	Iteration 1F: 3 clusters Score -2.745397e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -27455044.000000 Penalty: 6072.050781
	Iteration 2Q: 3 clusters Score -2.745504e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101386 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -27456320.000000 Penalty: 6072.050781
	Iteration 3Q: 3 clusters Score -2.745632e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -27458734.000000 Penalty: 6072.050781
	Iteration 4Q: 3 clusters Score -2.745873e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 109363 members 
Entering Unmasked Estep 
Score: -27462356.000000 Penalty: 6072.050781
	Iteration 5Q: 3 clusters Score -2.746236e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -27467896.000000 Penalty: 6072.050781
	Iteration 6Q: 3 clusters Score -2.74679e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
Score: -27476190.000000 Penalty: 6072.050781
	Iteration 7F: 3 clusters Score -2.747619e+07 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 114477 members 
Entering Unmasked Estep 
Score: -27486834.000000 Penalty: 6072.050781
	Iteration 8F: 3 clusters Score -2.748683e+07 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -27497302.000000 Penalty: 6072.050781
	Iteration 9F: 3 clusters Score -2.74973e+07 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 112888 members 
Entering Unmasked Estep 
Score: -27504056.000000 Penalty: 6072.050781
	Iteration 10F: 3 clusters Score -2.750406e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95960 members 
Mstep: Class 2 contains 111364 members 
Entering Unmasked Estep 
Score: -27506888.000000 Penalty: 6072.050781
	Iteration 11Q: 3 clusters Score -2.750689e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -27508248.000000 Penalty: 6072.050781
	Iteration 12Q: 3 clusters Score -2.750825e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99470 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -27509404.000000 Penalty: 6072.050781
	Iteration 13Q: 3 clusters Score -2.75094e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101526 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -27510722.000000 Penalty: 6072.050781
	Iteration 14Q: 3 clusters Score -2.751072e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103735 members 
Mstep: Class 2 contains 103589 members 
Entering Unmasked Estep 
Score: -27512032.000000 Penalty: 6072.050781
	Iteration 15Q: 3 clusters Score -2.751203e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -27513532.000000 Penalty: 6072.050781
	Iteration 16Q: 3 clusters Score -2.751353e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -27514590.000000 Penalty: 6072.050781
	Iteration 17Q: 3 clusters Score -2.751459e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -27515686.000000 Penalty: 6072.050781
	Iteration 18Q: 3 clusters Score -2.751569e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112602 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -27516426.000000 Penalty: 6072.050781
	Iteration 19Q: 3 clusters Score -2.751643e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114363 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -27517188.000000 Penalty: 6072.050781
	Iteration 20F: 3 clusters Score -2.751719e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115897 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -27517394.000000 Penalty: 6072.050781
	Iteration 21Q: 3 clusters Score -2.751739e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117247 members 
Mstep: Class 2 contains 90077 members 
Entering Unmasked Estep 
Score: -27517578.000000 Penalty: 6072.050781
	Iteration 22Q: 3 clusters Score -2.751758e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118598 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -27517962.000000 Penalty: 6072.050781
	Iteration 23Q: 3 clusters Score -2.751796e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119942 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -27518378.000000 Penalty: 6072.050781
	Iteration 24Q: 3 clusters Score -2.751838e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121314 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -27518466.000000 Penalty: 6072.050781
	Iteration 25Q: 3 clusters Score -2.751847e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122663 members 
Mstep: Class 2 contains 84661 members 
Entering Unmasked Estep 
Score: -27518560.000000 Penalty: 6072.050781
	Iteration 26Q: 3 clusters Score -2.751856e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123965 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -27518756.000000 Penalty: 6072.050781
	Iteration 27Q: 3 clusters Score -2.751876e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125233 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -27519000.000000 Penalty: 6072.050781
	Iteration 28Q: 3 clusters Score -2.7519e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126466 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -27519022.000000 Penalty: 6072.050781
	Iteration 29Q: 3 clusters Score -2.751902e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127682 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -27519100.000000 Penalty: 6072.050781
	Iteration 30Q: 3 clusters Score -2.75191e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128890 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -27519344.000000 Penalty: 6072.050781
	Iteration 31Q: 3 clusters Score -2.751934e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130118 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -27519542.000000 Penalty: 6072.050781
	Iteration 32Q: 3 clusters Score -2.751954e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131367 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -27519672.000000 Penalty: 6072.050781
	Iteration 33Q: 3 clusters Score -2.751967e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132630 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -27519866.000000 Penalty: 6072.050781
	Iteration 34Q: 3 clusters Score -2.751987e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 73362 members 
Entering Unmasked Estep 
Score: -27520018.000000 Penalty: 6072.050781
	Iteration 35Q: 3 clusters Score -2.752002e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135335 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -27520266.000000 Penalty: 6072.050781
	Iteration 36Q: 3 clusters Score -2.752027e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136742 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -27520388.000000 Penalty: 6072.050781
	Iteration 37Q: 3 clusters Score -2.752039e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138167 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -27520540.000000 Penalty: 6072.050781
	Iteration 38Q: 3 clusters Score -2.752054e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -27520680.000000 Penalty: 6072.050781
	Iteration 39Q: 3 clusters Score -2.752068e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141040 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -27520930.000000 Penalty: 6072.050781
	Iteration 40F: 3 clusters Score -2.752093e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142491 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -27521132.000000 Penalty: 6072.050781
	Iteration 41Q: 3 clusters Score -2.752113e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -27521260.000000 Penalty: 6072.050781
	Iteration 42Q: 3 clusters Score -2.752126e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145444 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -27521452.000000 Penalty: 6072.050781
	Iteration 43Q: 3 clusters Score -2.752145e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146934 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -27521714.000000 Penalty: 6072.050781
	Iteration 44Q: 3 clusters Score -2.752171e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148359 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -27521908.000000 Penalty: 6072.050781
	Iteration 45Q: 3 clusters Score -2.752191e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -27522240.000000 Penalty: 6072.050781
	Iteration 46Q: 3 clusters Score -2.752224e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -27522504.000000 Penalty: 6072.050781
	Iteration 47Q: 3 clusters Score -2.75225e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152930 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -27522780.000000 Penalty: 6072.050781
	Iteration 48Q: 3 clusters Score -2.752278e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154534 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -27522996.000000 Penalty: 6072.050781
	Iteration 49Q: 3 clusters Score -2.7523e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156104 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -27523282.000000 Penalty: 6072.050781
	Iteration 50Q: 3 clusters Score -2.752328e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157654 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -27523530.000000 Penalty: 6072.050781
	Iteration 51Q: 3 clusters Score -2.752353e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -27523844.000000 Penalty: 6072.050781
	Iteration 52Q: 3 clusters Score -2.752384e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160602 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -27524026.000000 Penalty: 6072.050781
	Iteration 53Q: 3 clusters Score -2.752403e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162070 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -27524376.000000 Penalty: 6072.050781
	Iteration 54Q: 3 clusters Score -2.752438e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163515 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -27524634.000000 Penalty: 6072.050781
	Iteration 55Q: 3 clusters Score -2.752463e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164937 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -27524746.000000 Penalty: 6072.050781
	Iteration 56Q: 3 clusters Score -2.752475e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166312 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -27524940.000000 Penalty: 6072.050781
	Iteration 57Q: 3 clusters Score -2.752494e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167604 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -27525192.000000 Penalty: 6072.050781
	Iteration 58Q: 3 clusters Score -2.752519e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -27525378.000000 Penalty: 6072.050781
	Iteration 59Q: 3 clusters Score -2.752538e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170149 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -27525528.000000 Penalty: 6072.050781
	Iteration 60F: 3 clusters Score -2.752553e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171278 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -27525632.000000 Penalty: 6072.050781
	Iteration 61Q: 3 clusters Score -2.752563e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172382 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -27525684.000000 Penalty: 6072.050781
	Iteration 62Q: 3 clusters Score -2.752568e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -27525822.000000 Penalty: 6072.050781
	Iteration 63Q: 3 clusters Score -2.752582e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174455 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -27525898.000000 Penalty: 6072.050781
	Iteration 64Q: 3 clusters Score -2.75259e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -27525958.000000 Penalty: 6072.050781
	Iteration 65Q: 3 clusters Score -2.752596e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176498 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -27526098.000000 Penalty: 6072.050781
	Iteration 66Q: 3 clusters Score -2.75261e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177494 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -27526294.000000 Penalty: 6072.050781
	Iteration 67Q: 3 clusters Score -2.752629e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178466 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -27526412.000000 Penalty: 6072.050781
	Iteration 68Q: 3 clusters Score -2.752641e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179399 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -27526498.000000 Penalty: 6072.050781
	Iteration 69Q: 3 clusters Score -2.75265e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180322 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -27526562.000000 Penalty: 6072.050781
	Iteration 70Q: 3 clusters Score -2.752656e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181234 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -27526638.000000 Penalty: 6072.050781
	Iteration 71Q: 3 clusters Score -2.752664e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182093 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -27526714.000000 Penalty: 6072.050781
	Iteration 72Q: 3 clusters Score -2.752671e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -27526752.000000 Penalty: 6072.050781
	Iteration 73Q: 3 clusters Score -2.752675e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183736 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -27526856.000000 Penalty: 6072.050781
	Iteration 74Q: 3 clusters Score -2.752686e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184516 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -27526882.000000 Penalty: 6072.050781
	Iteration 75Q: 3 clusters Score -2.752688e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185268 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -27526884.000000 Penalty: 6072.050781
	Iteration 76Q: 3 clusters Score -2.752688e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185994 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -27526992.000000 Penalty: 6072.050781
	Iteration 77Q: 3 clusters Score -2.752699e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186707 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -27527096.000000 Penalty: 6072.050781
	Iteration 78Q: 3 clusters Score -2.75271e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -27527138.000000 Penalty: 6072.050781
	Iteration 79Q: 3 clusters Score -2.752714e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188054 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -27527254.000000 Penalty: 6072.050781
	Iteration 80F: 3 clusters Score -2.752725e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188692 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -27527324.000000 Penalty: 6072.050781
	Iteration 81Q: 3 clusters Score -2.752732e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189317 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -27527356.000000 Penalty: 6072.050781
	Iteration 82Q: 3 clusters Score -2.752736e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189893 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -27527302.000000 Penalty: 6072.050781
	Iteration 83Q: 3 clusters Score -2.75273e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190412 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -27527366.000000 Penalty: 6072.050781
	Iteration 84Q: 3 clusters Score -2.752737e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190925 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -27527334.000000 Penalty: 6072.050781
	Iteration 85Q: 3 clusters Score -2.752733e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191412 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -27527278.000000 Penalty: 6072.050781
	Iteration 86Q: 3 clusters Score -2.752728e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191874 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -27527302.000000 Penalty: 6072.050781
	Iteration 87Q: 3 clusters Score -2.75273e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192312 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -27527314.000000 Penalty: 6072.050781
	Iteration 88Q: 3 clusters Score -2.752731e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192744 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -27527320.000000 Penalty: 6072.050781
	Iteration 89Q: 3 clusters Score -2.752732e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193155 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -27527378.000000 Penalty: 6072.050781
	Iteration 90Q: 3 clusters Score -2.752738e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193550 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -27527350.000000 Penalty: 6072.050781
	Iteration 91Q: 3 clusters Score -2.752735e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193941 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -27527328.000000 Penalty: 6072.050781
	Iteration 92Q: 3 clusters Score -2.752733e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194341 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -27527332.000000 Penalty: 6072.050781
	Iteration 93Q: 3 clusters Score -2.752733e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194735 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -27527330.000000 Penalty: 6072.050781
	Iteration 94Q: 3 clusters Score -2.752733e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195112 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -27527312.000000 Penalty: 6072.050781
	Iteration 95Q: 3 clusters Score -2.752731e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195474 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -27527138.000000 Penalty: 6072.050781
	Iteration 96Q: 3 clusters Score -2.752714e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195804 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -27527128.000000 Penalty: 6072.050781
	Iteration 97Q: 3 clusters Score -2.752713e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196143 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -27527134.000000 Penalty: 6072.050781
	Iteration 98Q: 3 clusters Score -2.752713e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196443 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -27527028.000000 Penalty: 6072.050781
	Iteration 99Q: 3 clusters Score -2.752703e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196746 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -27526948.000000 Penalty: 6072.050781
	Iteration 100F: 3 clusters Score -2.752695e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197032 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -27526918.000000 Penalty: 6072.050781
	Iteration 101Q: 3 clusters Score -2.752692e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197312 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -27526850.000000 Penalty: 6072.050781
	Iteration 102Q: 3 clusters Score -2.752685e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197582 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -27526810.000000 Penalty: 6072.050781
	Iteration 103Q: 3 clusters Score -2.752681e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197840 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -27526774.000000 Penalty: 6072.050781
	Iteration 104Q: 3 clusters Score -2.752677e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198082 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -27526672.000000 Penalty: 6072.050781
	Iteration 105Q: 3 clusters Score -2.752667e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198310 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -27526608.000000 Penalty: 6072.050781
	Iteration 106Q: 3 clusters Score -2.752661e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198509 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -27526560.000000 Penalty: 6072.050781
	Iteration 107Q: 3 clusters Score -2.752656e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198699 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -27526554.000000 Penalty: 6072.050781
	Iteration 108Q: 3 clusters Score -2.752655e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198904 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -27526512.000000 Penalty: 6072.050781
	Iteration 109Q: 3 clusters Score -2.752651e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199145 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -27526548.000000 Penalty: 6072.050781
	Iteration 110Q: 3 clusters Score -2.752655e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199377 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -27526534.000000 Penalty: 6072.050781
	Iteration 111Q: 3 clusters Score -2.752653e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199593 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -27526510.000000 Penalty: 6072.050781
	Iteration 112Q: 3 clusters Score -2.752651e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199825 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -27526480.000000 Penalty: 6072.050781
	Iteration 113Q: 3 clusters Score -2.752648e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200054 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -27526446.000000 Penalty: 6072.050781
	Iteration 114Q: 3 clusters Score -2.752645e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200291 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -27526434.000000 Penalty: 6072.050781
	Iteration 115Q: 3 clusters Score -2.752643e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200520 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -27526370.000000 Penalty: 6072.050781
	Iteration 116Q: 3 clusters Score -2.752637e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200737 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -27526394.000000 Penalty: 6072.050781
	Iteration 117Q: 3 clusters Score -2.752639e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200950 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -27526414.000000 Penalty: 6072.050781
	Iteration 118Q: 3 clusters Score -2.752641e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201139 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -27526426.000000 Penalty: 6072.050781
	Iteration 119Q: 3 clusters Score -2.752643e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201318 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -27526484.000000 Penalty: 6072.050781
	Iteration 120F: 3 clusters Score -2.752648e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201477 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -27526494.000000 Penalty: 6072.050781
	Iteration 121Q: 3 clusters Score -2.752649e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201641 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -27526494.000000 Penalty: 6072.050781
	Iteration 122Q: 3 clusters Score -2.752649e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201793 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -27526528.000000 Penalty: 6072.050781
	Iteration 123Q: 3 clusters Score -2.752653e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201925 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -27526500.000000 Penalty: 6072.050781
	Iteration 124Q: 3 clusters Score -2.75265e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202066 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -27526496.000000 Penalty: 6072.050781
	Iteration 125Q: 3 clusters Score -2.75265e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202209 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -27526456.000000 Penalty: 6072.050781
	Iteration 126Q: 3 clusters Score -2.752646e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202351 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -27526430.000000 Penalty: 6072.050781
	Iteration 127Q: 3 clusters Score -2.752643e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202488 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -27526466.000000 Penalty: 6072.050781
	Iteration 128Q: 3 clusters Score -2.752647e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202625 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -27526458.000000 Penalty: 6072.050781
	Iteration 129Q: 3 clusters Score -2.752646e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202761 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -27526420.000000 Penalty: 6072.050781
	Iteration 130Q: 3 clusters Score -2.752642e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202900 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -27526418.000000 Penalty: 6072.050781
	Iteration 131Q: 3 clusters Score -2.752642e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203021 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -27526406.000000 Penalty: 6072.050781
	Iteration 132Q: 3 clusters Score -2.752641e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203132 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -27526446.000000 Penalty: 6072.050781
	Iteration 133Q: 3 clusters Score -2.752645e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203233 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -27526412.000000 Penalty: 6072.050781
	Iteration 134Q: 3 clusters Score -2.752641e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203326 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -27526394.000000 Penalty: 6072.050781
	Iteration 135Q: 3 clusters Score -2.752639e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203407 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -27526380.000000 Penalty: 6072.050781
	Iteration 136Q: 3 clusters Score -2.752638e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203478 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -27526364.000000 Penalty: 6072.050781
	Iteration 137Q: 3 clusters Score -2.752636e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203548 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -27526388.000000 Penalty: 6072.050781
	Iteration 138Q: 3 clusters Score -2.752639e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203595 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -27526342.000000 Penalty: 6072.050781
	Iteration 139Q: 3 clusters Score -2.752634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203638 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -27526334.000000 Penalty: 6072.050781
	Iteration 140F: 3 clusters Score -2.752633e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203691 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -27526292.000000 Penalty: 6072.050781
	Iteration 141Q: 3 clusters Score -2.752629e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203738 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -27526310.000000 Penalty: 6072.050781
	Iteration 142Q: 3 clusters Score -2.752631e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203780 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -27526328.000000 Penalty: 6072.050781
	Iteration 143Q: 3 clusters Score -2.752633e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203830 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -27526284.000000 Penalty: 6072.050781
	Iteration 144Q: 3 clusters Score -2.752628e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203885 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -27526250.000000 Penalty: 6072.050781
	Iteration 145Q: 3 clusters Score -2.752625e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203934 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -27526246.000000 Penalty: 6072.050781
	Iteration 146Q: 3 clusters Score -2.752625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203982 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -27526230.000000 Penalty: 6072.050781
	Iteration 147Q: 3 clusters Score -2.752623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204027 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -27526240.000000 Penalty: 6072.050781
	Iteration 148Q: 3 clusters Score -2.752624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204064 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -27526218.000000 Penalty: 6072.050781
	Iteration 149Q: 3 clusters Score -2.752622e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204098 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -27526202.000000 Penalty: 6072.050781
	Iteration 150Q: 3 clusters Score -2.75262e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204132 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -27526178.000000 Penalty: 6072.050781
	Iteration 151Q: 3 clusters Score -2.752618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204160 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -27526192.000000 Penalty: 6072.050781
	Iteration 152Q: 3 clusters Score -2.752619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204182 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -27526188.000000 Penalty: 6072.050781
	Iteration 153Q: 3 clusters Score -2.752619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204200 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -27526206.000000 Penalty: 6072.050781
	Iteration 154Q: 3 clusters Score -2.752621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204221 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -27526194.000000 Penalty: 6072.050781
	Iteration 155Q: 3 clusters Score -2.752619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204242 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -27526186.000000 Penalty: 6072.050781
	Iteration 156Q: 3 clusters Score -2.752619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204265 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -27526168.000000 Penalty: 6072.050781
	Iteration 157Q: 3 clusters Score -2.752617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204280 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -27526156.000000 Penalty: 6072.050781
	Iteration 158Q: 3 clusters Score -2.752616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204295 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -27526164.000000 Penalty: 6072.050781
	Iteration 159Q: 3 clusters Score -2.752616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204311 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -27526186.000000 Penalty: 6072.050781
	Iteration 160F: 3 clusters Score -2.752619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204328 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -27526194.000000 Penalty: 6072.050781
	Iteration 161Q: 3 clusters Score -2.752619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204338 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -27526188.000000 Penalty: 6072.050781
	Iteration 162Q: 3 clusters Score -2.752619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204353 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -27526192.000000 Penalty: 6072.050781
	Iteration 163Q: 3 clusters Score -2.752619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204374 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -27526164.000000 Penalty: 6072.050781
	Iteration 164Q: 3 clusters Score -2.752616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204392 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -27526200.000000 Penalty: 6072.050781
	Iteration 165Q: 3 clusters Score -2.75262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204409 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -27526204.000000 Penalty: 6072.050781
	Iteration 166Q: 3 clusters Score -2.75262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204422 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -27526184.000000 Penalty: 6072.050781
	Iteration 167Q: 3 clusters Score -2.752618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204432 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -27526162.000000 Penalty: 6072.050781
	Iteration 168Q: 3 clusters Score -2.752616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204444 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -27526184.000000 Penalty: 6072.050781
	Iteration 169Q: 3 clusters Score -2.752618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204459 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -27526202.000000 Penalty: 6072.050781
	Iteration 170Q: 3 clusters Score -2.75262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204471 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -27526200.000000 Penalty: 6072.050781
	Iteration 171Q: 3 clusters Score -2.75262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204482 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -27526214.000000 Penalty: 6072.050781
	Iteration 172Q: 3 clusters Score -2.752621e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204494 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -27526210.000000 Penalty: 6072.050781
	Iteration 173Q: 3 clusters Score -2.752621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204512 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -27526216.000000 Penalty: 6072.050781
	Iteration 174Q: 3 clusters Score -2.752622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204528 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -27526226.000000 Penalty: 6072.050781
	Iteration 175Q: 3 clusters Score -2.752623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204538 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -27526226.000000 Penalty: 6072.050781
	Iteration 176Q: 3 clusters Score -2.752623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204549 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -27526186.000000 Penalty: 6072.050781
	Iteration 177Q: 3 clusters Score -2.752619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204556 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -27526202.000000 Penalty: 6072.050781
	Iteration 178Q: 3 clusters Score -2.75262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204565 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -27526212.000000 Penalty: 6072.050781
	Iteration 179Q: 3 clusters Score -2.752621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204576 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -27526214.000000 Penalty: 6072.050781
	Iteration 180F: 3 clusters Score -2.752621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204587 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -27526218.000000 Penalty: 6072.050781
	Iteration 181Q: 3 clusters Score -2.752622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204593 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -27526214.000000 Penalty: 6072.050781
	Iteration 182Q: 3 clusters Score -2.752621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204598 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -27526202.000000 Penalty: 6072.050781
	Iteration 183Q: 3 clusters Score -2.75262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204603 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -27526206.000000 Penalty: 6072.050781
	Iteration 184Q: 3 clusters Score -2.752621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204612 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -27526186.000000 Penalty: 6072.050781
	Iteration 185Q: 3 clusters Score -2.752619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204624 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -27526194.000000 Penalty: 6072.050781
	Iteration 186Q: 3 clusters Score -2.752619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204635 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -27526204.000000 Penalty: 6072.050781
	Iteration 187Q: 3 clusters Score -2.75262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204644 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -27526180.000000 Penalty: 6072.050781
	Iteration 188Q: 3 clusters Score -2.752618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204650 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -27526182.000000 Penalty: 6072.050781
	Iteration 189Q: 3 clusters Score -2.752618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204659 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -27526182.000000 Penalty: 6072.050781
	Iteration 190Q: 3 clusters Score -2.752618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204667 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -27526192.000000 Penalty: 6072.050781
	Iteration 191Q: 3 clusters Score -2.752619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204674 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -27526186.000000 Penalty: 6072.050781
	Iteration 192Q: 3 clusters Score -2.752619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204680 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -27526178.000000 Penalty: 6072.050781
	Iteration 193Q: 3 clusters Score -2.752618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204687 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -27526190.000000 Penalty: 6072.050781
	Iteration 194Q: 3 clusters Score -2.752619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204690 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -27526184.000000 Penalty: 6072.050781
	Iteration 195Q: 3 clusters Score -2.752618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204692 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -27526180.000000 Penalty: 6072.050781
	Iteration 196Q: 3 clusters Score -2.752618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204695 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -27526172.000000 Penalty: 6072.050781
	Iteration 197Q: 3 clusters Score -2.752617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204698 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -27526184.000000 Penalty: 6072.050781
	Iteration 198Q: 3 clusters Score -2.752618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204702 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -27526164.000000 Penalty: 6072.050781
	Iteration 199Q: 3 clusters Score -2.752616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204705 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -27526144.000000 Penalty: 6072.050781
	Iteration 200F: 3 clusters Score -2.752614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204705 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -27526132.000000 Penalty: 6072.050781
	Iteration 201Q: 3 clusters Score -2.752613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204706 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -27526142.000000 Penalty: 6072.050781
	Iteration 202Q: 3 clusters Score -2.752614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204707 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -27526152.000000 Penalty: 6072.050781
	Iteration 203Q: 3 clusters Score -2.752615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204707 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -27526152.000000 Penalty: 6072.050781
	Iteration 204F: 3 clusters Score -2.752615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Entering Unmasked Estep 
Score: -1817181.000000 Penalty: 2358.185791
	Iteration 0F: 2 clusters Score -1817181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1807347.875000 Penalty: 4716.371582
	Iteration 0F: 3 clusters Score -1807348 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1810674.500000 Penalty: 4716.371582
	Iteration 1F: 3 clusters Score -1810674 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1811255.875000 Penalty: 4716.371582
	Iteration 2F: 3 clusters Score -1811256 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1811926.250000 Penalty: 4716.371582
	Iteration 3F: 3 clusters Score -1811926 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1812740.375000 Penalty: 4716.371582
	Iteration 4F: 3 clusters Score -1812740 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1813613.250000 Penalty: 4716.371582
	Iteration 5F: 3 clusters Score -1813613 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1814430.750000 Penalty: 4716.371582
	Iteration 6F: 3 clusters Score -1814431 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1814982.750000 Penalty: 4716.371582
	Iteration 7F: 3 clusters Score -1814983 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1815345.875000 Penalty: 4716.371582
	Iteration 8Q: 3 clusters Score -1815346 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1815609.250000 Penalty: 4716.371582
	Iteration 9Q: 3 clusters Score -1815609 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1815771.875000 Penalty: 4716.371582
	Iteration 10Q: 3 clusters Score -1815772 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1815848.375000 Penalty: 4716.371582
	Iteration 11Q: 3 clusters Score -1815848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1815902.875000 Penalty: 4716.371582
	Iteration 12Q: 3 clusters Score -1815903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1815937.625000 Penalty: 4716.371582
	Iteration 13Q: 3 clusters Score -1815938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1815965.250000 Penalty: 4716.371582
	Iteration 14Q: 3 clusters Score -1815965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1815988.625000 Penalty: 4716.371582
	Iteration 15Q: 3 clusters Score -1815989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1816001.250000 Penalty: 4716.371582
	Iteration 16Q: 3 clusters Score -1816001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1816011.500000 Penalty: 4716.371582
	Iteration 17Q: 3 clusters Score -1816012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1816013.500000 Penalty: 4716.371582
	Iteration 18Q: 3 clusters Score -1816014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1816024.000000 Penalty: 4716.371582
	Iteration 19Q: 3 clusters Score -1816024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1816031.250000 Penalty: 4716.371582
	Iteration 20F: 3 clusters Score -1816031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1816033.625000 Penalty: 4716.371582
	Iteration 21Q: 3 clusters Score -1816034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1816037.125000 Penalty: 4716.371582
	Iteration 22Q: 3 clusters Score -1816037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1816038.875000 Penalty: 4716.371582
	Iteration 23Q: 3 clusters Score -1816039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1816036.250000 Penalty: 4716.371582
	Iteration 24Q: 3 clusters Score -1816036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1816040.625000 Penalty: 4716.371582
	Iteration 25Q: 3 clusters Score -1816041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1816040.875000 Penalty: 4716.371582
	Iteration 26Q: 3 clusters Score -1816041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1816042.750000 Penalty: 4716.371582
	Iteration 27Q: 3 clusters Score -1816043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1816045.500000 Penalty: 4716.371582
	Iteration 28Q: 3 clusters Score -1816046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1816043.875000 Penalty: 4716.371582
	Iteration 29Q: 3 clusters Score -1816044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1816045.500000 Penalty: 4716.371582
	Iteration 30Q: 3 clusters Score -1816046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1816045.500000 Penalty: 4716.371582
	Iteration 31F: 3 clusters Score -1816046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Entering Unmasked Estep 
Score: -5684280.000000 Penalty: 2649.854492
	Iteration 0F: 2 clusters Score -5684280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -5654812.500000 Penalty: 5299.708984
	Iteration 0F: 3 clusters Score -5654812 nChanged 20028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5665836.000000 Penalty: 5299.708984
	Iteration 1F: 3 clusters Score -5665836 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5666514.500000 Penalty: 5299.708984
	Iteration 2Q: 3 clusters Score -5666514 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -5667314.000000 Penalty: 5299.708984
	Iteration 3Q: 3 clusters Score -5667314 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -5668378.500000 Penalty: 5299.708984
	Iteration 4F: 3 clusters Score -5668378 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -5669765.500000 Penalty: 5299.708984
	Iteration 5F: 3 clusters Score -5669766 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -5671602.000000 Penalty: 5299.708984
	Iteration 6F: 3 clusters Score -5671602 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5673693.500000 Penalty: 5299.708984
	Iteration 7F: 3 clusters Score -5673694 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -5675755.000000 Penalty: 5299.708984
	Iteration 8F: 3 clusters Score -5675755 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5677474.000000 Penalty: 5299.708984
	Iteration 9F: 3 clusters Score -5677474 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -5678918.000000 Penalty: 5299.708984
	Iteration 10Q: 3 clusters Score -5678918 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -5680176.000000 Penalty: 5299.708984
	Iteration 11Q: 3 clusters Score -5680176 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5681070.500000 Penalty: 5299.708984
	Iteration 12Q: 3 clusters Score -5681070 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -5681522.000000 Penalty: 5299.708984
	Iteration 13Q: 3 clusters Score -5681522 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5681747.000000 Penalty: 5299.708984
	Iteration 14Q: 3 clusters Score -5681747 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -5681881.500000 Penalty: 5299.708984
	Iteration 15Q: 3 clusters Score -5681882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -5681975.500000 Penalty: 5299.708984
	Iteration 16Q: 3 clusters Score -5681976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -5682036.000000 Penalty: 5299.708984
	Iteration 17Q: 3 clusters Score -5682036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -5682074.000000 Penalty: 5299.708984
	Iteration 18Q: 3 clusters Score -5682074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5682093.000000 Penalty: 5299.708984
	Iteration 19Q: 3 clusters Score -5682093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -5682126.000000 Penalty: 5299.708984
	Iteration 20F: 3 clusters Score -5682126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -5682129.000000 Penalty: 5299.708984
	Iteration 21Q: 3 clusters Score -5682129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -5682136.000000 Penalty: 5299.708984
	Iteration 22Q: 3 clusters Score -5682136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -5682142.000000 Penalty: 5299.708984
	Iteration 23Q: 3 clusters Score -5682142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -5682145.000000 Penalty: 5299.708984
	Iteration 24Q: 3 clusters Score -5682145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -5682145.000000 Penalty: 5299.708984
	Iteration 25F: 3 clusters Score -5682145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Entering Unmasked Estep 
Score: -2719154.000000 Penalty: 2475.862061
	Iteration 0F: 2 clusters Score -2719154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2704020.250000 Penalty: 4951.724121
	Iteration 0F: 3 clusters Score -2704020 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2708985.000000 Penalty: 4951.724121
	Iteration 1F: 3 clusters Score -2708985 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2709396.500000 Penalty: 4951.724121
	Iteration 2F: 3 clusters Score -2709396 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2709758.750000 Penalty: 4951.724121
	Iteration 3Q: 3 clusters Score -2709759 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2710210.250000 Penalty: 4951.724121
	Iteration 4Q: 3 clusters Score -2710210 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2710820.250000 Penalty: 4951.724121
	Iteration 5Q: 3 clusters Score -2710820 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2711472.250000 Penalty: 4951.724121
	Iteration 6Q: 3 clusters Score -2711472 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2712046.250000 Penalty: 4951.724121
	Iteration 7Q: 3 clusters Score -2712046 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2712696.250000 Penalty: 4951.724121
	Iteration 8F: 3 clusters Score -2712696 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2713316.750000 Penalty: 4951.724121
	Iteration 9Q: 3 clusters Score -2713317 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2713984.500000 Penalty: 4951.724121
	Iteration 10F: 3 clusters Score -2713984 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2714688.250000 Penalty: 4951.724121
	Iteration 11Q: 3 clusters Score -2714688 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2715380.250000 Penalty: 4951.724121
	Iteration 12Q: 3 clusters Score -2715380 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2715975.500000 Penalty: 4951.724121
	Iteration 13Q: 3 clusters Score -2715976 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2716439.500000 Penalty: 4951.724121
	Iteration 14Q: 3 clusters Score -2716440 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2716789.250000 Penalty: 4951.724121
	Iteration 15Q: 3 clusters Score -2716789 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2716982.000000 Penalty: 4951.724121
	Iteration 16Q: 3 clusters Score -2716982 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2717134.750000 Penalty: 4951.724121
	Iteration 17Q: 3 clusters Score -2717135 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2717217.500000 Penalty: 4951.724121
	Iteration 18Q: 3 clusters Score -2717218 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2717271.250000 Penalty: 4951.724121
	Iteration 19Q: 3 clusters Score -2717271 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2717319.250000 Penalty: 4951.724121
	Iteration 20F: 3 clusters Score -2717319 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2717362.500000 Penalty: 4951.724121
	Iteration 21Q: 3 clusters Score -2717362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2717370.750000 Penalty: 4951.724121
	Iteration 22Q: 3 clusters Score -2717371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2717378.250000 Penalty: 4951.724121
	Iteration 23Q: 3 clusters Score -2717378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2717392.500000 Penalty: 4951.724121
	Iteration 24Q: 3 clusters Score -2717392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2717404.500000 Penalty: 4951.724121
	Iteration 25Q: 3 clusters Score -2717404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2717413.500000 Penalty: 4951.724121
	Iteration 26Q: 3 clusters Score -2717414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2717426.250000 Penalty: 4951.724121
	Iteration 27Q: 3 clusters Score -2717426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2717437.250000 Penalty: 4951.724121
	Iteration 28Q: 3 clusters Score -2717437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2717434.500000 Penalty: 4951.724121
	Iteration 29Q: 3 clusters Score -2717434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2717444.500000 Penalty: 4951.724121
	Iteration 30Q: 3 clusters Score -2717444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2717456.500000 Penalty: 4951.724121
	Iteration 31Q: 3 clusters Score -2717456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2717450.750000 Penalty: 4951.724121
	Iteration 32Q: 3 clusters Score -2717451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2717452.750000 Penalty: 4951.724121
	Iteration 33Q: 3 clusters Score -2717453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2717451.500000 Penalty: 4951.724121
	Iteration 34Q: 3 clusters Score -2717452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2717450.250000 Penalty: 4951.724121
	Iteration 35Q: 3 clusters Score -2717450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2717453.500000 Penalty: 4951.724121
	Iteration 36Q: 3 clusters Score -2717454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2717458.500000 Penalty: 4951.724121
	Iteration 37Q: 3 clusters Score -2717458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2717459.500000 Penalty: 4951.724121
	Iteration 38Q: 3 clusters Score -2717460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2717461.250000 Penalty: 4951.724121
	Iteration 39Q: 3 clusters Score -2717461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2717459.500000 Penalty: 4951.724121
	Iteration 40F: 3 clusters Score -2717460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2717469.750000 Penalty: 4951.724121
	Iteration 41Q: 3 clusters Score -2717470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2717469.250000 Penalty: 4951.724121
	Iteration 42Q: 3 clusters Score -2717469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2717473.000000 Penalty: 4951.724121
	Iteration 43Q: 3 clusters Score -2717473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2717472.500000 Penalty: 4951.724121
	Iteration 44Q: 3 clusters Score -2717472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2717471.750000 Penalty: 4951.724121
	Iteration 45Q: 3 clusters Score -2717472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2717467.000000 Penalty: 4951.724121
	Iteration 46Q: 3 clusters Score -2717467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2717461.000000 Penalty: 4951.724121
	Iteration 47Q: 3 clusters Score -2717461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2717470.000000 Penalty: 4951.724121
	Iteration 48Q: 3 clusters Score -2717470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2717473.250000 Penalty: 4951.724121
	Iteration 49Q: 3 clusters Score -2717473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2717473.250000 Penalty: 4951.724121
	Iteration 50Q: 3 clusters Score -2717473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2717472.750000 Penalty: 4951.724121
	Iteration 51Q: 3 clusters Score -2717473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2717471.750000 Penalty: 4951.724121
	Iteration 52Q: 3 clusters Score -2717472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2717471.000000 Penalty: 4951.724121
	Iteration 53Q: 3 clusters Score -2717471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2717472.750000 Penalty: 4951.724121
	Iteration 54Q: 3 clusters Score -2717473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2717472.250000 Penalty: 4951.724121
	Iteration 55Q: 3 clusters Score -2717472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2717469.250000 Penalty: 4951.724121
	Iteration 56Q: 3 clusters Score -2717469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2717468.000000 Penalty: 4951.724121
	Iteration 57Q: 3 clusters Score -2717468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2717466.750000 Penalty: 4951.724121
	Iteration 58Q: 3 clusters Score -2717467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2717469.000000 Penalty: 4951.724121
	Iteration 59Q: 3 clusters Score -2717469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2717473.750000 Penalty: 4951.724121
	Iteration 60F: 3 clusters Score -2717474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2717473.500000 Penalty: 4951.724121
	Iteration 61Q: 3 clusters Score -2717474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2717473.500000 Penalty: 4951.724121
	Iteration 62F: 3 clusters Score -2717474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -263989.031250 Penalty: 1887.982178
	Iteration 0F: 2 clusters Score -263989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -261334.328125 Penalty: 3775.964355
	Iteration 0F: 3 clusters Score -261334.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -261842.515625 Penalty: 3775.964355
	Iteration 1F: 3 clusters Score -261842.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -262051.343750 Penalty: 3775.964355
	Iteration 2F: 3 clusters Score -262051.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -262227.781250 Penalty: 3775.964355
	Iteration 3F: 3 clusters Score -262227.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -262352.156250 Penalty: 3775.964355
	Iteration 4Q: 3 clusters Score -262352.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -262423.843750 Penalty: 3775.964355
	Iteration 5Q: 3 clusters Score -262423.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -262515.468750 Penalty: 3775.964355
	Iteration 6Q: 3 clusters Score -262515.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -262600.375000 Penalty: 3775.964355
	Iteration 7Q: 3 clusters Score -262600.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -262685.187500 Penalty: 3775.964355
	Iteration 8Q: 3 clusters Score -262685.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -262766.343750 Penalty: 3775.964355
	Iteration 9Q: 3 clusters Score -262766.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -262831.062500 Penalty: 3775.964355
	Iteration 10Q: 3 clusters Score -262831.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -262900.031250 Penalty: 3775.964355
	Iteration 11Q: 3 clusters Score -262900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -262966.593750 Penalty: 3775.964355
	Iteration 12Q: 3 clusters Score -262966.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -263019.062500 Penalty: 3775.964355
	Iteration 13Q: 3 clusters Score -263019.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -263069.281250 Penalty: 3775.964355
	Iteration 14Q: 3 clusters Score -263069.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -263115.187500 Penalty: 3775.964355
	Iteration 15Q: 3 clusters Score -263115.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -263152.343750 Penalty: 3775.964355
	Iteration 16Q: 3 clusters Score -263152.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -263186.406250 Penalty: 3775.964355
	Iteration 17Q: 3 clusters Score -263186.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -263213.781250 Penalty: 3775.964355
	Iteration 18Q: 3 clusters Score -263213.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -263241.250000 Penalty: 3775.964355
	Iteration 19Q: 3 clusters Score -263241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -263261.937500 Penalty: 3775.964355
	Iteration 20F: 3 clusters Score -263261.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -263275.812500 Penalty: 3775.964355
	Iteration 21Q: 3 clusters Score -263275.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -263288.062500 Penalty: 3775.964355
	Iteration 22Q: 3 clusters Score -263288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -263294.250000 Penalty: 3775.964355
	Iteration 23Q: 3 clusters Score -263294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -263301.156250 Penalty: 3775.964355
	Iteration 24Q: 3 clusters Score -263301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -263307.187500 Penalty: 3775.964355
	Iteration 25Q: 3 clusters Score -263307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -263310.906250 Penalty: 3775.964355
	Iteration 26Q: 3 clusters Score -263310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -263311.500000 Penalty: 3775.964355
	Iteration 27Q: 3 clusters Score -263311.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -263311.500000 Penalty: 3775.964355
	Iteration 28F: 3 clusters Score -263311.5 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: -86653.804688 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -86653.8 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: -85006.890625 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -85006.89 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85558.515625 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -85558.52 nChanged 97
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: -85900.632812 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -85900.63 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86162.328125 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -86162.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86339.335938 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -86339.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86493.343750 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -86493.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86624.046875 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -86624.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86693.164062 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -86693.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -86715.562500 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -86715.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86716.812500 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -86716.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86716.812500 Penalty: 3313.704102
	Iteration 10F: 3 clusters Score -86716.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 22844 members 
Mstep: Class 10 contains 19659 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 196605 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41571 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17568 members 
Mstep: Class 21 contains 207324 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21662 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 16825 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34774 members 
Mstep: Class 34 contains 350 members 
Entering Unmasked Estep 
Score: -133250904.000000 Penalty: 116723.625000
Splitting cluster 26 changes total score from -133252560.000000 to -133250904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (16825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Entering Unmasked Estep 
Score: -2273569.250000 Penalty: 2413.194092
	Iteration 0F: 2 clusters Score -2273569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2261564.750000 Penalty: 4826.388184
	Iteration 0F: 3 clusters Score -2261565 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2265413.750000 Penalty: 4826.388184
	Iteration 1F: 3 clusters Score -2265414 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2265682.000000 Penalty: 4826.388184
	Iteration 2Q: 3 clusters Score -2265682 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2265909.000000 Penalty: 4826.388184
	Iteration 3Q: 3 clusters Score -2265909 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2266116.250000 Penalty: 4826.388184
	Iteration 4Q: 3 clusters Score -2266116 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2266348.250000 Penalty: 4826.388184
	Iteration 5Q: 3 clusters Score -2266348 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2266661.250000 Penalty: 4826.388184
	Iteration 6Q: 3 clusters Score -2266661 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2267052.750000 Penalty: 4826.388184
	Iteration 7Q: 3 clusters Score -2267053 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2267630.000000 Penalty: 4826.388184
	Iteration 8F: 3 clusters Score -2267630 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2268437.250000 Penalty: 4826.388184
	Iteration 9F: 3 clusters Score -2268437 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2269343.250000 Penalty: 4826.388184
	Iteration 10F: 3 clusters Score -2269343 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2270171.000000 Penalty: 4826.388184
	Iteration 11F: 3 clusters Score -2270171 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2270782.000000 Penalty: 4826.388184
	Iteration 12Q: 3 clusters Score -2270782 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2271186.000000 Penalty: 4826.388184
	Iteration 13Q: 3 clusters Score -2271186 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2271421.750000 Penalty: 4826.388184
	Iteration 14Q: 3 clusters Score -2271422 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2271594.500000 Penalty: 4826.388184
	Iteration 15Q: 3 clusters Score -2271594 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2271693.250000 Penalty: 4826.388184
	Iteration 16Q: 3 clusters Score -2271693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2271760.250000 Penalty: 4826.388184
	Iteration 17Q: 3 clusters Score -2271760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2271800.500000 Penalty: 4826.388184
	Iteration 18Q: 3 clusters Score -2271800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2271842.500000 Penalty: 4826.388184
	Iteration 19Q: 3 clusters Score -2271842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2271865.500000 Penalty: 4826.388184
	Iteration 20F: 3 clusters Score -2271866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2271888.000000 Penalty: 4826.388184
	Iteration 21Q: 3 clusters Score -2271888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2271906.250000 Penalty: 4826.388184
	Iteration 22Q: 3 clusters Score -2271906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2271906.750000 Penalty: 4826.388184
	Iteration 23Q: 3 clusters Score -2271907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2271911.500000 Penalty: 4826.388184
	Iteration 24Q: 3 clusters Score -2271912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2271908.250000 Penalty: 4826.388184
	Iteration 25Q: 3 clusters Score -2271908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2271911.000000 Penalty: 4826.388184
	Iteration 26Q: 3 clusters Score -2271911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2271914.750000 Penalty: 4826.388184
	Iteration 27Q: 3 clusters Score -2271915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2271916.750000 Penalty: 4826.388184
	Iteration 28Q: 3 clusters Score -2271917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2271915.750000 Penalty: 4826.388184
	Iteration 29Q: 3 clusters Score -2271916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2271921.500000 Penalty: 4826.388184
	Iteration 30Q: 3 clusters Score -2271922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2271925.000000 Penalty: 4826.388184
	Iteration 31Q: 3 clusters Score -2271925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2271926.000000 Penalty: 4826.388184
	Iteration 32Q: 3 clusters Score -2271926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2271926.000000 Penalty: 4826.388184
	Iteration 33F: 3 clusters Score -2271926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -74010.890625 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -74010.89 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 350 members 
Entering Unmasked Estep 
Score: -72359.156250 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -72359.16 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72756.828125 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -72756.83 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73010.820312 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -73010.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73255.906250 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -73255.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73383.742188 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -73383.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73480.296875 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -73480.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73587.398438 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -73587.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73642.921875 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -73642.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73669.515625 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -73669.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -73690.250000 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -73690.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73707.968750 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -73707.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73716.109375 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -73716.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73736.929688 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -73736.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73767.640625 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -73767.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73792.718750 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -73792.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73792.718750 Penalty: 3237.867188
	Iteration 15F: 3 clusters Score -73792.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -417752.625000 Penalty: 2033.535156
	Iteration 0F: 2 clusters Score -417752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -414084.062500 Penalty: 4067.070312
	Iteration 0F: 3 clusters Score -414084.1 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -414877.093750 Penalty: 4067.070312
	Iteration 1F: 3 clusters Score -414877.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -415034.593750 Penalty: 4067.070312
	Iteration 2F: 3 clusters Score -415034.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -415138.375000 Penalty: 4067.070312
	Iteration 3Q: 3 clusters Score -415138.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -415212.093750 Penalty: 4067.070312
	Iteration 4Q: 3 clusters Score -415212.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -415264.375000 Penalty: 4067.070312
	Iteration 5Q: 3 clusters Score -415264.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -415307.031250 Penalty: 4067.070312
	Iteration 6Q: 3 clusters Score -415307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -415343.406250 Penalty: 4067.070312
	Iteration 7Q: 3 clusters Score -415343.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -415363.375000 Penalty: 4067.070312
	Iteration 8Q: 3 clusters Score -415363.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -415383.281250 Penalty: 4067.070312
	Iteration 9Q: 3 clusters Score -415383.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -415401.906250 Penalty: 4067.070312
	Iteration 10Q: 3 clusters Score -415401.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -415416.562500 Penalty: 4067.070312
	Iteration 11Q: 3 clusters Score -415416.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -415426.531250 Penalty: 4067.070312
	Iteration 12Q: 3 clusters Score -415426.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -415431.437500 Penalty: 4067.070312
	Iteration 13Q: 3 clusters Score -415431.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -415437.593750 Penalty: 4067.070312
	Iteration 14Q: 3 clusters Score -415437.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -415443.312500 Penalty: 4067.070312
	Iteration 15Q: 3 clusters Score -415443.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -415448.625000 Penalty: 4067.070312
	Iteration 16Q: 3 clusters Score -415448.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -415451.125000 Penalty: 4067.070312
	Iteration 17Q: 3 clusters Score -415451.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -415455.343750 Penalty: 4067.070312
	Iteration 18Q: 3 clusters Score -415455.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -415461.218750 Penalty: 4067.070312
	Iteration 19Q: 3 clusters Score -415461.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -415468.093750 Penalty: 4067.070312
	Iteration 20F: 3 clusters Score -415468.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -415472.062500 Penalty: 4067.070312
	Iteration 21Q: 3 clusters Score -415472.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -415476.031250 Penalty: 4067.070312
	Iteration 22Q: 3 clusters Score -415476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -415478.843750 Penalty: 4067.070312
	Iteration 23Q: 3 clusters Score -415478.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -415482.812500 Penalty: 4067.070312
	Iteration 24Q: 3 clusters Score -415482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -415486.718750 Penalty: 4067.070312
	Iteration 25Q: 3 clusters Score -415486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -415488.468750 Penalty: 4067.070312
	Iteration 26Q: 3 clusters Score -415488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -415491.500000 Penalty: 4067.070312
	Iteration 27Q: 3 clusters Score -415491.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -415493.156250 Penalty: 4067.070312
	Iteration 28Q: 3 clusters Score -415493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -415495.593750 Penalty: 4067.070312
	Iteration 29Q: 3 clusters Score -415495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -415498.906250 Penalty: 4067.070312
	Iteration 30Q: 3 clusters Score -415498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -415501.468750 Penalty: 4067.070312
	Iteration 31Q: 3 clusters Score -415501.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -415506.968750 Penalty: 4067.070312
	Iteration 32Q: 3 clusters Score -415507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -415509.343750 Penalty: 4067.070312
	Iteration 33Q: 3 clusters Score -415509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -415511.406250 Penalty: 4067.070312
	Iteration 34Q: 3 clusters Score -415511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -415512.093750 Penalty: 4067.070312
	Iteration 35Q: 3 clusters Score -415512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -415514.000000 Penalty: 4067.070312
	Iteration 36Q: 3 clusters Score -415514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -415515.781250 Penalty: 4067.070312
	Iteration 37Q: 3 clusters Score -415515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -415517.968750 Penalty: 4067.070312
	Iteration 38Q: 3 clusters Score -415518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -415519.718750 Penalty: 4067.070312
	Iteration 39Q: 3 clusters Score -415519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -415521.437500 Penalty: 4067.070312
	Iteration 40F: 3 clusters Score -415521.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -415523.937500 Penalty: 4067.070312
	Iteration 41Q: 3 clusters Score -415523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -415523.812500 Penalty: 4067.070312
	Iteration 42Q: 3 clusters Score -415523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -415525.937500 Penalty: 4067.070312
	Iteration 43Q: 3 clusters Score -415525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -415525.750000 Penalty: 4067.070312
	Iteration 44Q: 3 clusters Score -415525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -415527.187500 Penalty: 4067.070312
	Iteration 45Q: 3 clusters Score -415527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -415526.875000 Penalty: 4067.070312
	Iteration 46Q: 3 clusters Score -415526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -415526.875000 Penalty: 4067.070312
	Iteration 47F: 3 clusters Score -415526.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -115160.132812 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -115160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113272.796875 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -113272.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113548.953125 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -113549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113630.960938 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -113631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113688.742188 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -113688.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113716.320312 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -113716.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113733.453125 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -113733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113746.796875 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -113746.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113760.742188 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -113760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113770.296875 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -113770.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113779.882812 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -113779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113785.828125 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -113785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113791.039062 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -113791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113799.875000 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -113799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113809.031250 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -113809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113810.023438 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -113810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -113811.781250 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -113811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113812.343750 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -113812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113812.343750 Penalty: 3378.923096
	Iteration 17F: 3 clusters Score -113812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -191193.234375 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -191193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -188882.796875 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -188882.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -189270.875000 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -189270.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -189396.781250 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -189396.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189493.515625 Penalty: 3625.369141
	Iteration 3Q: 3 clusters Score -189493.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189573.859375 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -189573.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -189655.265625 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -189655.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189703.593750 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -189703.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -189753.250000 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -189753.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -189841.234375 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -189841.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -189938.687500 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -189938.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -190097.359375 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -190097.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -190269.484375 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -190269.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -190557.031250 Penalty: 3625.369141
	Iteration 12F: 3 clusters Score -190557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -190762.234375 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -190762.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -190874.421875 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -190874.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -190923.531250 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -190923.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -190967.718750 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -190967.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -191012.421875 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -191012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -191037.734375 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -191037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -191044.984375 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -191045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191047.281250 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -191047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -191049.828125 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -191049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -191053.312500 Penalty: 3625.369141
	Iteration 22Q: 3 clusters Score -191053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -191053.312500 Penalty: 3625.369141
	Iteration 23F: 3 clusters Score -191053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -60714.710938 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -60714.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59196.980469 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -59196.98 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59487.785156 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -59487.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59641.093750 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -59641.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59737.054688 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -59737.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59826.144531 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -59826.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59935.574219 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -59935.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60064.710938 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -60064.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60172.019531 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -60172.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60343.773438 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -60343.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60631.000000 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -60631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60675.570312 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -60675.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60686.539062 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -60686.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60688.378906 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -60688.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60691.984375 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -60691.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60693.710938 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -60693.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60693.710938 Penalty: 3111.347168
	Iteration 15F: 3 clusters Score -60693.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (34774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Entering Unmasked Estep 
Score: -4688354.500000 Penalty: 2593.242920
	Iteration 0F: 2 clusters Score -4688354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4664654.000000 Penalty: 5186.485840
	Iteration 0F: 3 clusters Score -4664654 nChanged 15893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4673258.500000 Penalty: 5186.485840
	Iteration 1F: 3 clusters Score -4673258 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4673700.500000 Penalty: 5186.485840
	Iteration 2Q: 3 clusters Score -4673700 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4674010.500000 Penalty: 5186.485840
	Iteration 3Q: 3 clusters Score -4674010 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4674318.000000 Penalty: 5186.485840
	Iteration 4Q: 3 clusters Score -4674318 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4674653.500000 Penalty: 5186.485840
	Iteration 5Q: 3 clusters Score -4674654 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -4674971.500000 Penalty: 5186.485840
	Iteration 6Q: 3 clusters Score -4674972 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -4675378.000000 Penalty: 5186.485840
	Iteration 7Q: 3 clusters Score -4675378 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4675700.500000 Penalty: 5186.485840
	Iteration 8Q: 3 clusters Score -4675700 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4676089.000000 Penalty: 5186.485840
	Iteration 9Q: 3 clusters Score -4676089 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -4676554.500000 Penalty: 5186.485840
	Iteration 10Q: 3 clusters Score -4676554 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4677198.000000 Penalty: 5186.485840
	Iteration 11Q: 3 clusters Score -4677198 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -4677980.500000 Penalty: 5186.485840
	Iteration 12Q: 3 clusters Score -4677980 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -4679079.500000 Penalty: 5186.485840
	Iteration 13Q: 3 clusters Score -4679080 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4680357.500000 Penalty: 5186.485840
	Iteration 14Q: 3 clusters Score -4680358 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -4681332.000000 Penalty: 5186.485840
	Iteration 15Q: 3 clusters Score -4681332 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -4681974.500000 Penalty: 5186.485840
	Iteration 16Q: 3 clusters Score -4681974 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4682372.000000 Penalty: 5186.485840
	Iteration 17Q: 3 clusters Score -4682372 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4682587.500000 Penalty: 5186.485840
	Iteration 18Q: 3 clusters Score -4682588 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4682741.000000 Penalty: 5186.485840
	Iteration 19Q: 3 clusters Score -4682741 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4682871.500000 Penalty: 5186.485840
	Iteration 20F: 3 clusters Score -4682872 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -4682999.500000 Penalty: 5186.485840
	Iteration 21Q: 3 clusters Score -4683000 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4683130.000000 Penalty: 5186.485840
	Iteration 22Q: 3 clusters Score -4683130 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4683263.500000 Penalty: 5186.485840
	Iteration 23Q: 3 clusters Score -4683264 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -4683389.500000 Penalty: 5186.485840
	Iteration 24Q: 3 clusters Score -4683390 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4683522.000000 Penalty: 5186.485840
	Iteration 25Q: 3 clusters Score -4683522 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -4683649.500000 Penalty: 5186.485840
	Iteration 26Q: 3 clusters Score -4683650 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4683799.000000 Penalty: 5186.485840
	Iteration 27Q: 3 clusters Score -4683799 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4683940.000000 Penalty: 5186.485840
	Iteration 28Q: 3 clusters Score -4683940 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -4684088.500000 Penalty: 5186.485840
	Iteration 29Q: 3 clusters Score -4684088 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4684232.000000 Penalty: 5186.485840
	Iteration 30Q: 3 clusters Score -4684232 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4684411.500000 Penalty: 5186.485840
	Iteration 31Q: 3 clusters Score -4684412 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4684585.000000 Penalty: 5186.485840
	Iteration 32Q: 3 clusters Score -4684585 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4684807.500000 Penalty: 5186.485840
	Iteration 33Q: 3 clusters Score -4684808 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4684973.500000 Penalty: 5186.485840
	Iteration 34Q: 3 clusters Score -4684974 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4685144.000000 Penalty: 5186.485840
	Iteration 35Q: 3 clusters Score -4685144 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4685272.000000 Penalty: 5186.485840
	Iteration 36Q: 3 clusters Score -4685272 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4685395.500000 Penalty: 5186.485840
	Iteration 37Q: 3 clusters Score -4685396 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4685482.500000 Penalty: 5186.485840
	Iteration 38Q: 3 clusters Score -4685482 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4685566.000000 Penalty: 5186.485840
	Iteration 39Q: 3 clusters Score -4685566 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4685635.500000 Penalty: 5186.485840
	Iteration 40F: 3 clusters Score -4685636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4685711.000000 Penalty: 5186.485840
	Iteration 41Q: 3 clusters Score -4685711 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4685766.500000 Penalty: 5186.485840
	Iteration 42Q: 3 clusters Score -4685766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4685794.000000 Penalty: 5186.485840
	Iteration 43Q: 3 clusters Score -4685794 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4685830.500000 Penalty: 5186.485840
	Iteration 44Q: 3 clusters Score -4685830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4685871.500000 Penalty: 5186.485840
	Iteration 45Q: 3 clusters Score -4685872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4685900.500000 Penalty: 5186.485840
	Iteration 46Q: 3 clusters Score -4685900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4685941.000000 Penalty: 5186.485840
	Iteration 47Q: 3 clusters Score -4685941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4685977.000000 Penalty: 5186.485840
	Iteration 48Q: 3 clusters Score -4685977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4685997.500000 Penalty: 5186.485840
	Iteration 49Q: 3 clusters Score -4685998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4686033.000000 Penalty: 5186.485840
	Iteration 50Q: 3 clusters Score -4686033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4686049.000000 Penalty: 5186.485840
	Iteration 51Q: 3 clusters Score -4686049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4686055.500000 Penalty: 5186.485840
	Iteration 52Q: 3 clusters Score -4686056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4686057.000000 Penalty: 5186.485840
	Iteration 53Q: 3 clusters Score -4686057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4686061.500000 Penalty: 5186.485840
	Iteration 54Q: 3 clusters Score -4686062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4686079.000000 Penalty: 5186.485840
	Iteration 55Q: 3 clusters Score -4686079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4686079.500000 Penalty: 5186.485840
	Iteration 56Q: 3 clusters Score -4686080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4686080.500000 Penalty: 5186.485840
	Iteration 57Q: 3 clusters Score -4686080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4686089.500000 Penalty: 5186.485840
	Iteration 58Q: 3 clusters Score -4686090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4686093.000000 Penalty: 5186.485840
	Iteration 59Q: 3 clusters Score -4686093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4686091.500000 Penalty: 5186.485840
	Iteration 60F: 3 clusters Score -4686092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4686090.500000 Penalty: 5186.485840
	Iteration 61Q: 3 clusters Score -4686090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4686098.500000 Penalty: 5186.485840
	Iteration 62Q: 3 clusters Score -4686098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4686098.000000 Penalty: 5186.485840
	Iteration 63Q: 3 clusters Score -4686098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4686099.500000 Penalty: 5186.485840
	Iteration 64Q: 3 clusters Score -4686100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4686102.500000 Penalty: 5186.485840
	Iteration 65Q: 3 clusters Score -4686102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4686108.500000 Penalty: 5186.485840
	Iteration 66Q: 3 clusters Score -4686108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4686116.000000 Penalty: 5186.485840
	Iteration 67Q: 3 clusters Score -4686116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4686121.000000 Penalty: 5186.485840
	Iteration 68Q: 3 clusters Score -4686121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4686118.500000 Penalty: 5186.485840
	Iteration 69Q: 3 clusters Score -4686118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4686119.500000 Penalty: 5186.485840
	Iteration 70Q: 3 clusters Score -4686120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4686119.500000 Penalty: 5186.485840
	Iteration 71F: 3 clusters Score -4686120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 22844 members 
Mstep: Class 10 contains 19659 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 196605 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41571 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17568 members 
Mstep: Class 21 contains 207324 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21662 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16825 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252728.000000 Penalty: 113290.578125
Iteration 239Q: 34 clusters Score -1.332527e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17221 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 22837 members 
Mstep: Class 10 contains 19659 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 196602 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41561 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17568 members 
Mstep: Class 21 contains 207340 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 43696 members 
Mstep: Class 24 contains 21663 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16824 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252592.000000 Penalty: 113290.578125
Iteration 240F: 34 clusters Score -1.332526e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17217 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 36894 members 
Mstep: Class 9 contains 22837 members 
Mstep: Class 10 contains 19659 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 196592 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41558 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17564 members 
Mstep: Class 21 contains 207362 members 
Mstep: Class 22 contains 13480 members 
Mstep: Class 23 contains 43696 members 
Mstep: Class 24 contains 21663 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16824 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252616.000000 Penalty: 113290.578125
Iteration 241Q: 34 clusters Score -1.332526e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17215 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45357 members 
Mstep: Class 8 contains 36894 members 
Mstep: Class 9 contains 22833 members 
Mstep: Class 10 contains 19665 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 196563 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41557 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17560 members 
Mstep: Class 21 contains 207398 members 
Mstep: Class 22 contains 13484 members 
Mstep: Class 23 contains 43697 members 
Mstep: Class 24 contains 21664 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16825 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252600.000000 Penalty: 113290.578125
Iteration 242Q: 34 clusters Score -1.332526e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17209 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 22831 members 
Mstep: Class 10 contains 19666 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 196549 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41552 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17555 members 
Mstep: Class 21 contains 207428 members 
Mstep: Class 22 contains 13484 members 
Mstep: Class 23 contains 43699 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16825 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252456.000000 Penalty: 113290.578125
Iteration 243Q: 34 clusters Score -1.332525e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17204 members 
Mstep: Class 5 contains 11321 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 36896 members 
Mstep: Class 9 contains 22833 members 
Mstep: Class 10 contains 19666 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 196544 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 41550 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 207441 members 
Mstep: Class 22 contains 13481 members 
Mstep: Class 23 contains 43698 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16827 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252472.000000 Penalty: 113290.578125
Iteration 244Q: 34 clusters Score -1.332525e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17199 members 
Mstep: Class 5 contains 11321 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 36898 members 
Mstep: Class 9 contains 22833 members 
Mstep: Class 10 contains 19669 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 196535 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41548 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 207454 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 43697 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16828 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252384.000000 Penalty: 113290.578125
Iteration 245Q: 34 clusters Score -1.332524e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17196 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 36898 members 
Mstep: Class 9 contains 22836 members 
Mstep: Class 10 contains 19669 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 196520 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41551 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17552 members 
Mstep: Class 21 contains 207472 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16828 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252432.000000 Penalty: 113290.578125
Iteration 246Q: 34 clusters Score -1.332524e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17191 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 36898 members 
Mstep: Class 9 contains 22837 members 
Mstep: Class 10 contains 19667 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 196504 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41552 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 17549 members 
Mstep: Class 21 contains 207497 members 
Mstep: Class 22 contains 13477 members 
Mstep: Class 23 contains 43687 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16828 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252536.000000 Penalty: 113290.578125
Iteration 247Q: 34 clusters Score -1.332525e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17187 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 36896 members 
Mstep: Class 9 contains 22835 members 
Mstep: Class 10 contains 19665 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 196490 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41551 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 17548 members 
Mstep: Class 21 contains 207525 members 
Mstep: Class 22 contains 13476 members 
Mstep: Class 23 contains 43685 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16830 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252440.000000 Penalty: 113290.578125
Iteration 248Q: 34 clusters Score -1.332524e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17185 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11529 members 
Mstep: Class 7 contains 45348 members 
Mstep: Class 8 contains 36896 members 
Mstep: Class 9 contains 22832 members 
Mstep: Class 10 contains 19662 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 196484 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41548 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2193 members 
Mstep: Class 20 contains 17545 members 
Mstep: Class 21 contains 207553 members 
Mstep: Class 22 contains 13477 members 
Mstep: Class 23 contains 43681 members 
Mstep: Class 24 contains 21668 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16832 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252488.000000 Penalty: 113290.578125
Iteration 249Q: 34 clusters Score -1.332525e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11528 members 
Mstep: Class 7 contains 45345 members 
Mstep: Class 8 contains 36898 members 
Mstep: Class 9 contains 22834 members 
Mstep: Class 10 contains 19659 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 196486 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41542 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17546 members 
Mstep: Class 21 contains 207571 members 
Mstep: Class 22 contains 13476 members 
Mstep: Class 23 contains 43678 members 
Mstep: Class 24 contains 21670 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16833 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252456.000000 Penalty: 113290.578125
Iteration 250Q: 34 clusters Score -1.332525e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17179 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11527 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36898 members 
Mstep: Class 9 contains 22831 members 
Mstep: Class 10 contains 19658 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 196486 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41539 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17546 members 
Mstep: Class 21 contains 207592 members 
Mstep: Class 22 contains 13476 members 
Mstep: Class 23 contains 43674 members 
Mstep: Class 24 contains 21671 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16837 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252584.000000 Penalty: 113290.578125
Iteration 251Q: 34 clusters Score -1.332526e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17175 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45334 members 
Mstep: Class 8 contains 36899 members 
Mstep: Class 9 contains 22828 members 
Mstep: Class 10 contains 19656 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 196496 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41535 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 21 contains 207601 members 
Mstep: Class 22 contains 13477 members 
Mstep: Class 23 contains 43675 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16839 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252448.000000 Penalty: 113290.578125
Iteration 252Q: 34 clusters Score -1.332524e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17169 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 36901 members 
Mstep: Class 9 contains 22826 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 196516 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41532 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17538 members 
Mstep: Class 21 contains 207608 members 
Mstep: Class 22 contains 13476 members 
Mstep: Class 23 contains 43676 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16839 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252392.000000 Penalty: 113290.578125
Iteration 253Q: 34 clusters Score -1.332524e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17170 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45331 members 
Mstep: Class 8 contains 36900 members 
Mstep: Class 9 contains 22827 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196541 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41528 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17532 members 
Mstep: Class 21 contains 207601 members 
Mstep: Class 22 contains 13477 members 
Mstep: Class 23 contains 43678 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16840 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252512.000000 Penalty: 113290.578125
Iteration 254Q: 34 clusters Score -1.332525e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17168 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45335 members 
Mstep: Class 8 contains 36901 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 19633 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 196585 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41527 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17525 members 
Mstep: Class 21 contains 207577 members 
Mstep: Class 22 contains 13477 members 
Mstep: Class 23 contains 43677 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16842 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252432.000000 Penalty: 113290.578125
Iteration 255Q: 34 clusters Score -1.332524e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17168 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45334 members 
Mstep: Class 8 contains 36900 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 19628 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 196623 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41525 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 207555 members 
Mstep: Class 22 contains 13475 members 
Mstep: Class 23 contains 43684 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16848 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252472.000000 Penalty: 113290.578125
Iteration 256Q: 34 clusters Score -1.332525e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17170 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45335 members 
Mstep: Class 8 contains 36900 members 
Mstep: Class 9 contains 22825 members 
Mstep: Class 10 contains 19623 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 196633 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41525 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17517 members 
Mstep: Class 21 contains 207538 members 
Mstep: Class 22 contains 13477 members 
Mstep: Class 23 contains 43689 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252608.000000 Penalty: 113290.578125
Iteration 257Q: 34 clusters Score -1.332526e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17174 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 36903 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 19619 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 196656 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41525 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17514 members 
Mstep: Class 21 contains 207520 members 
Mstep: Class 22 contains 13479 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252560.000000 Penalty: 113290.578125
Iteration 258Q: 34 clusters Score -1.332526e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17174 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 36903 members 
Mstep: Class 9 contains 22826 members 
Mstep: Class 10 contains 19619 members 
Mstep: Class 11 contains 190289 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 196666 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41521 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17512 members 
Mstep: Class 21 contains 207506 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43693 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16867 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252488.000000 Penalty: 113290.578125
Iteration 259Q: 34 clusters Score -1.332525e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17172 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 36903 members 
Mstep: Class 9 contains 22829 members 
Mstep: Class 10 contains 19616 members 
Mstep: Class 11 contains 190288 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196678 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41516 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 207498 members 
Mstep: Class 22 contains 13484 members 
Mstep: Class 23 contains 43695 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16874 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252544.000000 Penalty: 113290.578125
Iteration 260F: 34 clusters Score -1.332525e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17170 members 
Mstep: Class 5 contains 11323 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45329 members 
Mstep: Class 8 contains 36902 members 
Mstep: Class 9 contains 22833 members 
Mstep: Class 10 contains 19611 members 
Mstep: Class 11 contains 190287 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196700 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41515 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 207484 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43695 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16880 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252448.000000 Penalty: 113290.578125
Iteration 261Q: 34 clusters Score -1.332524e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17167 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 36903 members 
Mstep: Class 9 contains 22838 members 
Mstep: Class 10 contains 19610 members 
Mstep: Class 11 contains 190286 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196707 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41514 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17506 members 
Mstep: Class 21 contains 207472 members 
Mstep: Class 22 contains 13487 members 
Mstep: Class 23 contains 43700 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16881 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252480.000000 Penalty: 113290.578125
Iteration 262Q: 34 clusters Score -1.332525e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 11319 members 
Mstep: Class 6 contains 11526 members 
Mstep: Class 7 contains 45336 members 
Mstep: Class 8 contains 36904 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 19613 members 
Mstep: Class 11 contains 190285 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196726 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41513 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 207449 members 
Mstep: Class 22 contains 13489 members 
Mstep: Class 23 contains 43706 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16882 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252472.000000 Penalty: 113290.578125
Iteration 263Q: 34 clusters Score -1.332525e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17163 members 
Mstep: Class 5 contains 11317 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36905 members 
Mstep: Class 9 contains 22838 members 
Mstep: Class 10 contains 19615 members 
Mstep: Class 11 contains 190287 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196746 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41511 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 207446 members 
Mstep: Class 22 contains 13486 members 
Mstep: Class 23 contains 43705 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16883 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252432.000000 Penalty: 113290.578125
Iteration 264Q: 34 clusters Score -1.332524e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17161 members 
Mstep: Class 5 contains 11314 members 
Mstep: Class 6 contains 11523 members 
Mstep: Class 7 contains 45345 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22838 members 
Mstep: Class 10 contains 19619 members 
Mstep: Class 11 contains 190289 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196765 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41507 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17493 members 
Mstep: Class 21 contains 207449 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16881 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252408.000000 Penalty: 113290.578125
Iteration 265Q: 34 clusters Score -1.332524e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 11313 members 
Mstep: Class 6 contains 11521 members 
Mstep: Class 7 contains 45349 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22834 members 
Mstep: Class 10 contains 19623 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196757 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41509 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17492 members 
Mstep: Class 21 contains 207451 members 
Mstep: Class 22 contains 13482 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16882 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252424.000000 Penalty: 113290.578125
Iteration 266Q: 34 clusters Score -1.332524e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17162 members 
Mstep: Class 5 contains 11313 members 
Mstep: Class 6 contains 11519 members 
Mstep: Class 7 contains 45351 members 
Mstep: Class 8 contains 36909 members 
Mstep: Class 9 contains 22835 members 
Mstep: Class 10 contains 19623 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196752 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 41508 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17490 members 
Mstep: Class 21 contains 207452 members 
Mstep: Class 22 contains 13484 members 
Mstep: Class 23 contains 43707 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252392.000000 Penalty: 113290.578125
Iteration 267Q: 34 clusters Score -1.332524e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17162 members 
Mstep: Class 5 contains 11313 members 
Mstep: Class 6 contains 11518 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22834 members 
Mstep: Class 10 contains 19621 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196745 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4300 members 
Mstep: Class 16 contains 41507 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17488 members 
Mstep: Class 21 contains 207470 members 
Mstep: Class 22 contains 13484 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252464.000000 Penalty: 113290.578125
Iteration 268Q: 34 clusters Score -1.332525e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17163 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11518 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 36913 members 
Mstep: Class 9 contains 22831 members 
Mstep: Class 10 contains 19617 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196749 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 41507 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 17483 members 
Mstep: Class 21 contains 207483 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43697 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252488.000000 Penalty: 113290.578125
Iteration 269Q: 34 clusters Score -1.332525e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11518 members 
Mstep: Class 7 contains 45355 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22829 members 
Mstep: Class 10 contains 19618 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196743 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 16 contains 41505 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2193 members 
Mstep: Class 20 contains 17482 members 
Mstep: Class 21 contains 207495 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252512.000000 Penalty: 113290.578125
Iteration 270Q: 34 clusters Score -1.332525e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45356 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22832 members 
Mstep: Class 10 contains 19615 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196738 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 16 contains 41503 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2193 members 
Mstep: Class 20 contains 17481 members 
Mstep: Class 21 contains 207508 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43689 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252528.000000 Penalty: 113290.578125
Iteration 271Q: 34 clusters Score -1.332525e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45355 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22834 members 
Mstep: Class 10 contains 19610 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196736 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 16 contains 41503 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2193 members 
Mstep: Class 20 contains 17479 members 
Mstep: Class 21 contains 207520 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43688 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252552.000000 Penalty: 113290.578125
Iteration 272Q: 34 clusters Score -1.332526e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17163 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22837 members 
Mstep: Class 10 contains 19606 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196734 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 16 contains 41506 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2193 members 
Mstep: Class 20 contains 17477 members 
Mstep: Class 21 contains 207529 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43688 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252480.000000 Penalty: 113290.578125
Iteration 273Q: 34 clusters Score -1.332525e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17163 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45357 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22837 members 
Mstep: Class 10 contains 19601 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196737 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 41503 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2193 members 
Mstep: Class 20 contains 17479 members 
Mstep: Class 21 contains 207532 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43684 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16887 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252512.000000 Penalty: 113290.578125
Iteration 274Q: 34 clusters Score -1.332525e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17161 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45360 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22838 members 
Mstep: Class 10 contains 19597 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196740 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4307 members 
Mstep: Class 16 contains 41500 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2193 members 
Mstep: Class 20 contains 17476 members 
Mstep: Class 21 contains 207543 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43680 members 
Mstep: Class 24 contains 21673 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16888 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252584.000000 Penalty: 113290.578125
Iteration 275Q: 34 clusters Score -1.332526e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17162 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45359 members 
Mstep: Class 8 contains 36913 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 19592 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196737 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 41497 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17475 members 
Mstep: Class 21 contains 207549 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43671 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16889 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252608.000000 Penalty: 113290.578125
Iteration 276Q: 34 clusters Score -1.332526e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45360 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 19588 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196736 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 41497 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17475 members 
Mstep: Class 21 contains 207560 members 
Mstep: Class 22 contains 13484 members 
Mstep: Class 23 contains 43665 members 
Mstep: Class 24 contains 21674 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16891 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252624.000000 Penalty: 113290.578125
Iteration 277Q: 34 clusters Score -1.332526e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17167 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45359 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22841 members 
Mstep: Class 10 contains 19587 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196724 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 41498 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17474 members 
Mstep: Class 21 contains 207571 members 
Mstep: Class 22 contains 13484 members 
Mstep: Class 23 contains 43656 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16893 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252592.000000 Penalty: 113290.578125
Iteration 278Q: 34 clusters Score -1.332526e+08 nChanged 69
Entering ConstructFrom: 
Score: -133252592.000000 Penalty: 113290.578125
Entering ConstructFrom: 
Trying to split cluster 1 (54770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Entering Unmasked Estep 
Score: -7203424.000000 Penalty: 2705.902832
	Iteration 0F: 2 clusters Score -7203424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -7166572.000000 Penalty: 5411.805664
	Iteration 0F: 3 clusters Score -7166572 nChanged 25236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -7180837.000000 Penalty: 5411.805664
	Iteration 1F: 3 clusters Score -7180837 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -7181347.000000 Penalty: 5411.805664
	Iteration 2Q: 3 clusters Score -7181347 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -7181770.500000 Penalty: 5411.805664
	Iteration 3Q: 3 clusters Score -7181770 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -7182169.500000 Penalty: 5411.805664
	Iteration 4Q: 3 clusters Score -7182170 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -7182516.000000 Penalty: 5411.805664
	Iteration 5Q: 3 clusters Score -7182516 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -7182901.000000 Penalty: 5411.805664
	Iteration 6Q: 3 clusters Score -7182901 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -7183425.500000 Penalty: 5411.805664
	Iteration 7Q: 3 clusters Score -7183426 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -7184053.000000 Penalty: 5411.805664
	Iteration 8Q: 3 clusters Score -7184053 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -7184829.500000 Penalty: 5411.805664
	Iteration 9Q: 3 clusters Score -7184830 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -7185903.500000 Penalty: 5411.805664
	Iteration 10Q: 3 clusters Score -7185904 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -7187109.500000 Penalty: 5411.805664
	Iteration 11Q: 3 clusters Score -7187110 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -7188532.000000 Penalty: 5411.805664
	Iteration 12Q: 3 clusters Score -7188532 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -7189935.500000 Penalty: 5411.805664
	Iteration 13Q: 3 clusters Score -7189936 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -7191010.500000 Penalty: 5411.805664
	Iteration 14Q: 3 clusters Score -7191010 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -7192087.500000 Penalty: 5411.805664
	Iteration 15Q: 3 clusters Score -7192088 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -7193003.000000 Penalty: 5411.805664
	Iteration 16Q: 3 clusters Score -7193003 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -7193736.500000 Penalty: 5411.805664
	Iteration 17Q: 3 clusters Score -7193736 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -7194457.500000 Penalty: 5411.805664
	Iteration 18Q: 3 clusters Score -7194458 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -7195169.500000 Penalty: 5411.805664
	Iteration 19Q: 3 clusters Score -7195170 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -7195836.500000 Penalty: 5411.805664
	Iteration 20F: 3 clusters Score -7195836 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -7196523.500000 Penalty: 5411.805664
	Iteration 21Q: 3 clusters Score -7196524 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -7197200.000000 Penalty: 5411.805664
	Iteration 22Q: 3 clusters Score -7197200 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -7197856.000000 Penalty: 5411.805664
	Iteration 23Q: 3 clusters Score -7197856 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -7198638.000000 Penalty: 5411.805664
	Iteration 24Q: 3 clusters Score -7198638 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -7199358.000000 Penalty: 5411.805664
	Iteration 25Q: 3 clusters Score -7199358 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -7199916.500000 Penalty: 5411.805664
	Iteration 26Q: 3 clusters Score -7199916 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -7200392.000000 Penalty: 5411.805664
	Iteration 27Q: 3 clusters Score -7200392 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -7200690.000000 Penalty: 5411.805664
	Iteration 28Q: 3 clusters Score -7200690 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -7200927.000000 Penalty: 5411.805664
	Iteration 29Q: 3 clusters Score -7200927 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -7201098.500000 Penalty: 5411.805664
	Iteration 30Q: 3 clusters Score -7201098 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -7201194.500000 Penalty: 5411.805664
	Iteration 31Q: 3 clusters Score -7201194 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -7201285.500000 Penalty: 5411.805664
	Iteration 32Q: 3 clusters Score -7201286 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -7201354.000000 Penalty: 5411.805664
	Iteration 33Q: 3 clusters Score -7201354 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -7201361.500000 Penalty: 5411.805664
	Iteration 34Q: 3 clusters Score -7201362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -7201395.500000 Penalty: 5411.805664
	Iteration 35Q: 3 clusters Score -7201396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -7201413.000000 Penalty: 5411.805664
	Iteration 36Q: 3 clusters Score -7201413 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -7201445.500000 Penalty: 5411.805664
	Iteration 37Q: 3 clusters Score -7201446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -7201463.000000 Penalty: 5411.805664
	Iteration 38Q: 3 clusters Score -7201463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -7201486.000000 Penalty: 5411.805664
	Iteration 39Q: 3 clusters Score -7201486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -7201498.500000 Penalty: 5411.805664
	Iteration 40F: 3 clusters Score -7201498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -7201512.500000 Penalty: 5411.805664
	Iteration 41Q: 3 clusters Score -7201512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -7201514.500000 Penalty: 5411.805664
	Iteration 42Q: 3 clusters Score -7201514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -7201531.500000 Penalty: 5411.805664
	Iteration 43Q: 3 clusters Score -7201532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -7201540.000000 Penalty: 5411.805664
	Iteration 44Q: 3 clusters Score -7201540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -7201543.500000 Penalty: 5411.805664
	Iteration 45Q: 3 clusters Score -7201544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -7201554.500000 Penalty: 5411.805664
	Iteration 46Q: 3 clusters Score -7201554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -7201555.000000 Penalty: 5411.805664
	Iteration 47Q: 3 clusters Score -7201555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -7201572.500000 Penalty: 5411.805664
	Iteration 48Q: 3 clusters Score -7201572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -7201564.500000 Penalty: 5411.805664
	Iteration 49Q: 3 clusters Score -7201564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7201562.000000 Penalty: 5411.805664
	Iteration 50Q: 3 clusters Score -7201562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -7201567.000000 Penalty: 5411.805664
	Iteration 51Q: 3 clusters Score -7201567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -7201566.000000 Penalty: 5411.805664
	Iteration 52Q: 3 clusters Score -7201566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -7201566.500000 Penalty: 5411.805664
	Iteration 53Q: 3 clusters Score -7201566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -7201571.500000 Penalty: 5411.805664
	Iteration 54Q: 3 clusters Score -7201572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -7201569.000000 Penalty: 5411.805664
	Iteration 55Q: 3 clusters Score -7201569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -7201563.500000 Penalty: 5411.805664
	Iteration 56Q: 3 clusters Score -7201564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -7201569.500000 Penalty: 5411.805664
	Iteration 57Q: 3 clusters Score -7201570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -7201576.000000 Penalty: 5411.805664
	Iteration 58Q: 3 clusters Score -7201576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -7201581.500000 Penalty: 5411.805664
	Iteration 59Q: 3 clusters Score -7201582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -7201580.500000 Penalty: 5411.805664
	Iteration 60F: 3 clusters Score -7201580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -7201579.500000 Penalty: 5411.805664
	Iteration 61Q: 3 clusters Score -7201580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -7201583.000000 Penalty: 5411.805664
	Iteration 62Q: 3 clusters Score -7201583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -7201585.000000 Penalty: 5411.805664
	Iteration 63Q: 3 clusters Score -7201585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -7201581.000000 Penalty: 5411.805664
	Iteration 64Q: 3 clusters Score -7201581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -7201582.500000 Penalty: 5411.805664
	Iteration 65Q: 3 clusters Score -7201582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -7201586.500000 Penalty: 5411.805664
	Iteration 66Q: 3 clusters Score -7201586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -7201586.500000 Penalty: 5411.805664
	Iteration 67Q: 3 clusters Score -7201586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -7201592.500000 Penalty: 5411.805664
	Iteration 68Q: 3 clusters Score -7201592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -7201586.000000 Penalty: 5411.805664
	Iteration 69Q: 3 clusters Score -7201586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -7201597.500000 Penalty: 5411.805664
	Iteration 70Q: 3 clusters Score -7201598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -7201603.000000 Penalty: 5411.805664
	Iteration 71Q: 3 clusters Score -7201603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -7201604.000000 Penalty: 5411.805664
	Iteration 72Q: 3 clusters Score -7201604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -7201610.500000 Penalty: 5411.805664
	Iteration 73Q: 3 clusters Score -7201610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -7201603.500000 Penalty: 5411.805664
	Iteration 74Q: 3 clusters Score -7201604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -7201606.500000 Penalty: 5411.805664
	Iteration 75Q: 3 clusters Score -7201606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -7201608.000000 Penalty: 5411.805664
	Iteration 76Q: 3 clusters Score -7201608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -7201608.000000 Penalty: 5411.805664
	Iteration 77F: 3 clusters Score -7201608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -325298.656250 Penalty: 1954.626831
	Iteration 0F: 2 clusters Score -325298.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -322293.468750 Penalty: 3909.253662
	Iteration 0F: 3 clusters Score -322293.5 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -322891.843750 Penalty: 3909.253662
	Iteration 1F: 3 clusters Score -322891.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -323028.812500 Penalty: 3909.253662
	Iteration 2F: 3 clusters Score -323028.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -323106.031250 Penalty: 3909.253662
	Iteration 3Q: 3 clusters Score -323106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -323142.750000 Penalty: 3909.253662
	Iteration 4Q: 3 clusters Score -323142.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -323157.218750 Penalty: 3909.253662
	Iteration 5Q: 3 clusters Score -323157.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -323163.843750 Penalty: 3909.253662
	Iteration 6Q: 3 clusters Score -323163.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -323171.031250 Penalty: 3909.253662
	Iteration 7Q: 3 clusters Score -323171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -323175.468750 Penalty: 3909.253662
	Iteration 8Q: 3 clusters Score -323175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -323178.718750 Penalty: 3909.253662
	Iteration 9Q: 3 clusters Score -323178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -323182.656250 Penalty: 3909.253662
	Iteration 10Q: 3 clusters Score -323182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -323188.593750 Penalty: 3909.253662
	Iteration 11Q: 3 clusters Score -323188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -323190.250000 Penalty: 3909.253662
	Iteration 12Q: 3 clusters Score -323190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -323190.968750 Penalty: 3909.253662
	Iteration 13Q: 3 clusters Score -323191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -323191.343750 Penalty: 3909.253662
	Iteration 14Q: 3 clusters Score -323191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -323192.281250 Penalty: 3909.253662
	Iteration 15Q: 3 clusters Score -323192.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -323192.281250 Penalty: 3909.253662
	Iteration 16F: 3 clusters Score -323192.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -62180.933594 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -62180.93 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 280 members 
Entering Unmasked Estep 
Score: -60597.484375 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60597.48 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60970.792969 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -60970.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61252.433594 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -61252.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61486.988281 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -61486.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61627.390625 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -61627.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61676.324219 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -61676.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61708.855469 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -61708.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61726.531250 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -61726.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61737.578125 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -61737.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61748.488281 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -61748.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61754.078125 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -61754.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61757.214844 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -61757.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61767.925781 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -61767.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61780.656250 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -61780.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61790.980469 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -61790.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61798.066406 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -61798.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61811.183594 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -61811.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61829.218750 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -61829.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61841.539062 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -61841.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61860.824219 Penalty: 3162.856689
	Iteration 19Q: 3 clusters Score -61860.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61882.277344 Penalty: 3162.856689
	Iteration 20F: 3 clusters Score -61882.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61894.281250 Penalty: 3162.856689
	Iteration 21Q: 3 clusters Score -61894.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61895.937500 Penalty: 3162.856689
	Iteration 22Q: 3 clusters Score -61895.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61909.554688 Penalty: 3162.856689
	Iteration 23Q: 3 clusters Score -61909.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61938.277344 Penalty: 3162.856689
	Iteration 24Q: 3 clusters Score -61938.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61946.527344 Penalty: 3162.856689
	Iteration 25Q: 3 clusters Score -61946.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61953.574219 Penalty: 3162.856689
	Iteration 26Q: 3 clusters Score -61953.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61955.402344 Penalty: 3162.856689
	Iteration 27Q: 3 clusters Score -61955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61956.679688 Penalty: 3162.856689
	Iteration 28Q: 3 clusters Score -61956.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61959.101562 Penalty: 3162.856689
	Iteration 29Q: 3 clusters Score -61959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61964.207031 Penalty: 3162.856689
	Iteration 30Q: 3 clusters Score -61964.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61966.164062 Penalty: 3162.856689
	Iteration 31Q: 3 clusters Score -61966.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61966.164062 Penalty: 3162.856689
	Iteration 32F: 3 clusters Score -61966.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Entering Unmasked Estep 
Score: -2324624.250000 Penalty: 2418.198975
	Iteration 0F: 2 clusters Score -2324624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2312240.500000 Penalty: 4836.397949
	Iteration 0F: 3 clusters Score -2312240 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2316263.500000 Penalty: 4836.397949
	Iteration 1F: 3 clusters Score -2316264 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2316654.000000 Penalty: 4836.397949
	Iteration 2F: 3 clusters Score -2316654 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2317017.750000 Penalty: 4836.397949
	Iteration 3Q: 3 clusters Score -2317018 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2317323.500000 Penalty: 4836.397949
	Iteration 4Q: 3 clusters Score -2317324 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2317593.000000 Penalty: 4836.397949
	Iteration 5Q: 3 clusters Score -2317593 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2317887.250000 Penalty: 4836.397949
	Iteration 6Q: 3 clusters Score -2317887 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2318211.500000 Penalty: 4836.397949
	Iteration 7Q: 3 clusters Score -2318212 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2318585.250000 Penalty: 4836.397949
	Iteration 8Q: 3 clusters Score -2318585 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2319045.000000 Penalty: 4836.397949
	Iteration 9Q: 3 clusters Score -2319045 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2319554.750000 Penalty: 4836.397949
	Iteration 10Q: 3 clusters Score -2319555 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2320111.500000 Penalty: 4836.397949
	Iteration 11Q: 3 clusters Score -2320112 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2320556.500000 Penalty: 4836.397949
	Iteration 12Q: 3 clusters Score -2320556 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2320881.500000 Penalty: 4836.397949
	Iteration 13Q: 3 clusters Score -2320882 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2321089.500000 Penalty: 4836.397949
	Iteration 14Q: 3 clusters Score -2321090 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2321202.250000 Penalty: 4836.397949
	Iteration 15Q: 3 clusters Score -2321202 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2321292.500000 Penalty: 4836.397949
	Iteration 16Q: 3 clusters Score -2321292 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2321362.500000 Penalty: 4836.397949
	Iteration 17Q: 3 clusters Score -2321362 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2321427.500000 Penalty: 4836.397949
	Iteration 18Q: 3 clusters Score -2321428 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2321497.750000 Penalty: 4836.397949
	Iteration 19Q: 3 clusters Score -2321498 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2321552.750000 Penalty: 4836.397949
	Iteration 20F: 3 clusters Score -2321553 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2321612.000000 Penalty: 4836.397949
	Iteration 21Q: 3 clusters Score -2321612 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2321668.500000 Penalty: 4836.397949
	Iteration 22Q: 3 clusters Score -2321668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2321715.500000 Penalty: 4836.397949
	Iteration 23Q: 3 clusters Score -2321716 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2321773.500000 Penalty: 4836.397949
	Iteration 24Q: 3 clusters Score -2321774 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2321809.250000 Penalty: 4836.397949
	Iteration 25Q: 3 clusters Score -2321809 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2321849.750000 Penalty: 4836.397949
	Iteration 26Q: 3 clusters Score -2321850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2321887.250000 Penalty: 4836.397949
	Iteration 27Q: 3 clusters Score -2321887 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2321899.750000 Penalty: 4836.397949
	Iteration 28Q: 3 clusters Score -2321900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2321921.250000 Penalty: 4836.397949
	Iteration 29Q: 3 clusters Score -2321921 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2321947.000000 Penalty: 4836.397949
	Iteration 30Q: 3 clusters Score -2321947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2321969.500000 Penalty: 4836.397949
	Iteration 31Q: 3 clusters Score -2321970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2321990.000000 Penalty: 4836.397949
	Iteration 32Q: 3 clusters Score -2321990 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2322013.000000 Penalty: 4836.397949
	Iteration 33Q: 3 clusters Score -2322013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2322035.000000 Penalty: 4836.397949
	Iteration 34Q: 3 clusters Score -2322035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2322062.000000 Penalty: 4836.397949
	Iteration 35Q: 3 clusters Score -2322062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2322089.000000 Penalty: 4836.397949
	Iteration 36Q: 3 clusters Score -2322089 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2322123.500000 Penalty: 4836.397949
	Iteration 37Q: 3 clusters Score -2322124 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2322145.000000 Penalty: 4836.397949
	Iteration 38Q: 3 clusters Score -2322145 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2322170.000000 Penalty: 4836.397949
	Iteration 39Q: 3 clusters Score -2322170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2322193.750000 Penalty: 4836.397949
	Iteration 40F: 3 clusters Score -2322194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2322224.250000 Penalty: 4836.397949
	Iteration 41Q: 3 clusters Score -2322224 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2322244.250000 Penalty: 4836.397949
	Iteration 42Q: 3 clusters Score -2322244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2322269.000000 Penalty: 4836.397949
	Iteration 43Q: 3 clusters Score -2322269 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2322287.750000 Penalty: 4836.397949
	Iteration 44Q: 3 clusters Score -2322288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2322307.500000 Penalty: 4836.397949
	Iteration 45Q: 3 clusters Score -2322308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2322321.500000 Penalty: 4836.397949
	Iteration 46Q: 3 clusters Score -2322322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2322338.000000 Penalty: 4836.397949
	Iteration 47Q: 3 clusters Score -2322338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2322355.250000 Penalty: 4836.397949
	Iteration 48Q: 3 clusters Score -2322355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2322360.500000 Penalty: 4836.397949
	Iteration 49Q: 3 clusters Score -2322360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2322372.500000 Penalty: 4836.397949
	Iteration 50Q: 3 clusters Score -2322372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2322379.750000 Penalty: 4836.397949
	Iteration 51Q: 3 clusters Score -2322380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2322384.500000 Penalty: 4836.397949
	Iteration 52Q: 3 clusters Score -2322384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2322388.000000 Penalty: 4836.397949
	Iteration 53Q: 3 clusters Score -2322388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2322400.500000 Penalty: 4836.397949
	Iteration 54Q: 3 clusters Score -2322400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2322412.500000 Penalty: 4836.397949
	Iteration 55Q: 3 clusters Score -2322412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2322417.250000 Penalty: 4836.397949
	Iteration 56Q: 3 clusters Score -2322417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2322433.250000 Penalty: 4836.397949
	Iteration 57Q: 3 clusters Score -2322433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2322444.000000 Penalty: 4836.397949
	Iteration 58Q: 3 clusters Score -2322444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2322443.750000 Penalty: 4836.397949
	Iteration 59Q: 3 clusters Score -2322444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2322453.000000 Penalty: 4836.397949
	Iteration 60F: 3 clusters Score -2322453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2322468.500000 Penalty: 4836.397949
	Iteration 61Q: 3 clusters Score -2322468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2322474.250000 Penalty: 4836.397949
	Iteration 62Q: 3 clusters Score -2322474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2322482.000000 Penalty: 4836.397949
	Iteration 63Q: 3 clusters Score -2322482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2322481.000000 Penalty: 4836.397949
	Iteration 64Q: 3 clusters Score -2322481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2322488.500000 Penalty: 4836.397949
	Iteration 65Q: 3 clusters Score -2322488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2322489.750000 Penalty: 4836.397949
	Iteration 66Q: 3 clusters Score -2322490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2322499.750000 Penalty: 4836.397949
	Iteration 67Q: 3 clusters Score -2322500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2322508.500000 Penalty: 4836.397949
	Iteration 68Q: 3 clusters Score -2322508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2322507.500000 Penalty: 4836.397949
	Iteration 69Q: 3 clusters Score -2322508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2322518.000000 Penalty: 4836.397949
	Iteration 70Q: 3 clusters Score -2322518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2322518.500000 Penalty: 4836.397949
	Iteration 71Q: 3 clusters Score -2322518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2322524.500000 Penalty: 4836.397949
	Iteration 72Q: 3 clusters Score -2322524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2322527.000000 Penalty: 4836.397949
	Iteration 73Q: 3 clusters Score -2322527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2322541.750000 Penalty: 4836.397949
	Iteration 74Q: 3 clusters Score -2322542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2322550.500000 Penalty: 4836.397949
	Iteration 75Q: 3 clusters Score -2322550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2322554.500000 Penalty: 4836.397949
	Iteration 76Q: 3 clusters Score -2322554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2322555.250000 Penalty: 4836.397949
	Iteration 77Q: 3 clusters Score -2322555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2322556.500000 Penalty: 4836.397949
	Iteration 78Q: 3 clusters Score -2322556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2322561.000000 Penalty: 4836.397949
	Iteration 79Q: 3 clusters Score -2322561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2322559.750000 Penalty: 4836.397949
	Iteration 80F: 3 clusters Score -2322560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2322562.000000 Penalty: 4836.397949
	Iteration 81Q: 3 clusters Score -2322562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2322564.250000 Penalty: 4836.397949
	Iteration 82Q: 3 clusters Score -2322564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2322565.750000 Penalty: 4836.397949
	Iteration 83Q: 3 clusters Score -2322566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2322566.000000 Penalty: 4836.397949
	Iteration 84Q: 3 clusters Score -2322566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2322570.250000 Penalty: 4836.397949
	Iteration 85Q: 3 clusters Score -2322570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2322570.250000 Penalty: 4836.397949
	Iteration 86Q: 3 clusters Score -2322570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2322570.250000 Penalty: 4836.397949
	Iteration 87Q: 3 clusters Score -2322570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2322570.000000 Penalty: 4836.397949
	Iteration 88Q: 3 clusters Score -2322570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2322572.000000 Penalty: 4836.397949
	Iteration 89Q: 3 clusters Score -2322572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2322571.750000 Penalty: 4836.397949
	Iteration 90Q: 3 clusters Score -2322572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2322576.000000 Penalty: 4836.397949
	Iteration 91Q: 3 clusters Score -2322576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2322574.750000 Penalty: 4836.397949
	Iteration 92Q: 3 clusters Score -2322575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2322576.250000 Penalty: 4836.397949
	Iteration 93Q: 3 clusters Score -2322576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2322576.250000 Penalty: 4836.397949
	Iteration 94F: 3 clusters Score -2322576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Entering Unmasked Estep 
Score: -1504091.000000 Penalty: 2314.737549
	Iteration 0F: 2 clusters Score -1504091 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 5651 members 
Entering Unmasked Estep 
Score: -1495561.500000 Penalty: 4629.475098
	Iteration 0F: 3 clusters Score -1495562 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1498008.000000 Penalty: 4629.475098
	Iteration 1F: 3 clusters Score -1498008 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1498284.625000 Penalty: 4629.475098
	Iteration 2F: 3 clusters Score -1498285 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1498454.750000 Penalty: 4629.475098
	Iteration 3Q: 3 clusters Score -1498455 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1498573.125000 Penalty: 4629.475098
	Iteration 4Q: 3 clusters Score -1498573 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1498671.625000 Penalty: 4629.475098
	Iteration 5Q: 3 clusters Score -1498672 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1498747.375000 Penalty: 4629.475098
	Iteration 6Q: 3 clusters Score -1498747 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1498819.375000 Penalty: 4629.475098
	Iteration 7Q: 3 clusters Score -1498819 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1498885.500000 Penalty: 4629.475098
	Iteration 8Q: 3 clusters Score -1498886 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1498951.375000 Penalty: 4629.475098
	Iteration 9Q: 3 clusters Score -1498951 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1498998.875000 Penalty: 4629.475098
	Iteration 10Q: 3 clusters Score -1498999 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1499039.500000 Penalty: 4629.475098
	Iteration 11Q: 3 clusters Score -1499040 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1499088.250000 Penalty: 4629.475098
	Iteration 12Q: 3 clusters Score -1499088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1499119.125000 Penalty: 4629.475098
	Iteration 13Q: 3 clusters Score -1499119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1499148.750000 Penalty: 4629.475098
	Iteration 14Q: 3 clusters Score -1499149 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1499184.875000 Penalty: 4629.475098
	Iteration 15Q: 3 clusters Score -1499185 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1499218.125000 Penalty: 4629.475098
	Iteration 16Q: 3 clusters Score -1499218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1499250.125000 Penalty: 4629.475098
	Iteration 17Q: 3 clusters Score -1499250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1499292.875000 Penalty: 4629.475098
	Iteration 18Q: 3 clusters Score -1499293 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1499336.875000 Penalty: 4629.475098
	Iteration 19Q: 3 clusters Score -1499337 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1499388.250000 Penalty: 4629.475098
	Iteration 20F: 3 clusters Score -1499388 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1499437.000000 Penalty: 4629.475098
	Iteration 21Q: 3 clusters Score -1499437 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1499482.250000 Penalty: 4629.475098
	Iteration 22Q: 3 clusters Score -1499482 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1499549.000000 Penalty: 4629.475098
	Iteration 23Q: 3 clusters Score -1499549 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1499620.375000 Penalty: 4629.475098
	Iteration 24Q: 3 clusters Score -1499620 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1499708.875000 Penalty: 4629.475098
	Iteration 25Q: 3 clusters Score -1499709 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1499836.125000 Penalty: 4629.475098
	Iteration 26Q: 3 clusters Score -1499836 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1499982.375000 Penalty: 4629.475098
	Iteration 27Q: 3 clusters Score -1499982 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1500141.875000 Penalty: 4629.475098
	Iteration 28Q: 3 clusters Score -1500142 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1500338.250000 Penalty: 4629.475098
	Iteration 29Q: 3 clusters Score -1500338 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1500556.750000 Penalty: 4629.475098
	Iteration 30Q: 3 clusters Score -1500557 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1500774.500000 Penalty: 4629.475098
	Iteration 31Q: 3 clusters Score -1500774 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1500962.375000 Penalty: 4629.475098
	Iteration 32Q: 3 clusters Score -1500962 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1501161.500000 Penalty: 4629.475098
	Iteration 33Q: 3 clusters Score -1501162 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1501319.875000 Penalty: 4629.475098
	Iteration 34Q: 3 clusters Score -1501320 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1501432.750000 Penalty: 4629.475098
	Iteration 35Q: 3 clusters Score -1501433 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1501542.500000 Penalty: 4629.475098
	Iteration 36Q: 3 clusters Score -1501542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1501643.750000 Penalty: 4629.475098
	Iteration 37Q: 3 clusters Score -1501644 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1501713.500000 Penalty: 4629.475098
	Iteration 38Q: 3 clusters Score -1501714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1501777.375000 Penalty: 4629.475098
	Iteration 39Q: 3 clusters Score -1501777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1501829.500000 Penalty: 4629.475098
	Iteration 40F: 3 clusters Score -1501830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1501873.250000 Penalty: 4629.475098
	Iteration 41Q: 3 clusters Score -1501873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1501907.625000 Penalty: 4629.475098
	Iteration 42Q: 3 clusters Score -1501908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1501937.000000 Penalty: 4629.475098
	Iteration 43Q: 3 clusters Score -1501937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1501964.750000 Penalty: 4629.475098
	Iteration 44Q: 3 clusters Score -1501965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1501987.250000 Penalty: 4629.475098
	Iteration 45Q: 3 clusters Score -1501987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1502012.250000 Penalty: 4629.475098
	Iteration 46Q: 3 clusters Score -1502012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1502026.000000 Penalty: 4629.475098
	Iteration 47Q: 3 clusters Score -1502026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1502033.000000 Penalty: 4629.475098
	Iteration 48Q: 3 clusters Score -1502033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1502036.875000 Penalty: 4629.475098
	Iteration 49Q: 3 clusters Score -1502037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1502039.875000 Penalty: 4629.475098
	Iteration 50Q: 3 clusters Score -1502040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1502041.000000 Penalty: 4629.475098
	Iteration 51Q: 3 clusters Score -1502041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1502046.750000 Penalty: 4629.475098
	Iteration 52Q: 3 clusters Score -1502047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1502051.250000 Penalty: 4629.475098
	Iteration 53Q: 3 clusters Score -1502051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1502054.250000 Penalty: 4629.475098
	Iteration 54Q: 3 clusters Score -1502054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1502058.875000 Penalty: 4629.475098
	Iteration 55Q: 3 clusters Score -1502059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1502064.625000 Penalty: 4629.475098
	Iteration 56Q: 3 clusters Score -1502065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1502072.875000 Penalty: 4629.475098
	Iteration 57Q: 3 clusters Score -1502073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1502078.750000 Penalty: 4629.475098
	Iteration 58Q: 3 clusters Score -1502079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1502084.750000 Penalty: 4629.475098
	Iteration 59Q: 3 clusters Score -1502085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1502087.625000 Penalty: 4629.475098
	Iteration 60F: 3 clusters Score -1502088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1502088.500000 Penalty: 4629.475098
	Iteration 61Q: 3 clusters Score -1502088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1502089.750000 Penalty: 4629.475098
	Iteration 62Q: 3 clusters Score -1502090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1502089.750000 Penalty: 4629.475098
	Iteration 63F: 3 clusters Score -1502090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Entering Unmasked Estep 
Score: -1488221.125000 Penalty: 2319.191650
	Iteration 0F: 2 clusters Score -1488221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1479607.500000 Penalty: 4638.383301
	Iteration 0F: 3 clusters Score -1479608 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1482105.625000 Penalty: 4638.383301
	Iteration 1F: 3 clusters Score -1482106 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1482381.750000 Penalty: 4638.383301
	Iteration 2F: 3 clusters Score -1482382 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1482579.000000 Penalty: 4638.383301
	Iteration 3Q: 3 clusters Score -1482579 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1482748.250000 Penalty: 4638.383301
	Iteration 4Q: 3 clusters Score -1482748 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1482895.750000 Penalty: 4638.383301
	Iteration 5Q: 3 clusters Score -1482896 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1483044.500000 Penalty: 4638.383301
	Iteration 6Q: 3 clusters Score -1483044 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1483177.000000 Penalty: 4638.383301
	Iteration 7Q: 3 clusters Score -1483177 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1483305.000000 Penalty: 4638.383301
	Iteration 8Q: 3 clusters Score -1483305 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1483458.250000 Penalty: 4638.383301
	Iteration 9Q: 3 clusters Score -1483458 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1483611.000000 Penalty: 4638.383301
	Iteration 10Q: 3 clusters Score -1483611 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1483754.875000 Penalty: 4638.383301
	Iteration 11Q: 3 clusters Score -1483755 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1483895.750000 Penalty: 4638.383301
	Iteration 12Q: 3 clusters Score -1483896 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1484064.250000 Penalty: 4638.383301
	Iteration 13Q: 3 clusters Score -1484064 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1484217.625000 Penalty: 4638.383301
	Iteration 14Q: 3 clusters Score -1484218 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1484351.500000 Penalty: 4638.383301
	Iteration 15Q: 3 clusters Score -1484352 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1484481.875000 Penalty: 4638.383301
	Iteration 16Q: 3 clusters Score -1484482 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1484599.125000 Penalty: 4638.383301
	Iteration 17Q: 3 clusters Score -1484599 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1484732.375000 Penalty: 4638.383301
	Iteration 18Q: 3 clusters Score -1484732 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1484846.375000 Penalty: 4638.383301
	Iteration 19Q: 3 clusters Score -1484846 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1484929.875000 Penalty: 4638.383301
	Iteration 20F: 3 clusters Score -1484930 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1485011.000000 Penalty: 4638.383301
	Iteration 21Q: 3 clusters Score -1485011 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1485079.375000 Penalty: 4638.383301
	Iteration 22Q: 3 clusters Score -1485079 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1485142.125000 Penalty: 4638.383301
	Iteration 23Q: 3 clusters Score -1485142 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1485201.875000 Penalty: 4638.383301
	Iteration 24Q: 3 clusters Score -1485202 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1485259.000000 Penalty: 4638.383301
	Iteration 25Q: 3 clusters Score -1485259 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1485315.250000 Penalty: 4638.383301
	Iteration 26Q: 3 clusters Score -1485315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1485363.000000 Penalty: 4638.383301
	Iteration 27Q: 3 clusters Score -1485363 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1485418.625000 Penalty: 4638.383301
	Iteration 28Q: 3 clusters Score -1485419 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1485480.125000 Penalty: 4638.383301
	Iteration 29Q: 3 clusters Score -1485480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1485530.500000 Penalty: 4638.383301
	Iteration 30Q: 3 clusters Score -1485530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1485582.250000 Penalty: 4638.383301
	Iteration 31Q: 3 clusters Score -1485582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1485631.000000 Penalty: 4638.383301
	Iteration 32Q: 3 clusters Score -1485631 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1485669.000000 Penalty: 4638.383301
	Iteration 33Q: 3 clusters Score -1485669 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1485722.250000 Penalty: 4638.383301
	Iteration 34Q: 3 clusters Score -1485722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1485762.125000 Penalty: 4638.383301
	Iteration 35Q: 3 clusters Score -1485762 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1485806.500000 Penalty: 4638.383301
	Iteration 36Q: 3 clusters Score -1485806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1485839.875000 Penalty: 4638.383301
	Iteration 37Q: 3 clusters Score -1485840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1485870.500000 Penalty: 4638.383301
	Iteration 38Q: 3 clusters Score -1485870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1485910.000000 Penalty: 4638.383301
	Iteration 39Q: 3 clusters Score -1485910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1485945.875000 Penalty: 4638.383301
	Iteration 40F: 3 clusters Score -1485946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1485969.625000 Penalty: 4638.383301
	Iteration 41Q: 3 clusters Score -1485970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1485981.875000 Penalty: 4638.383301
	Iteration 42Q: 3 clusters Score -1485982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1485992.625000 Penalty: 4638.383301
	Iteration 43Q: 3 clusters Score -1485993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1486003.500000 Penalty: 4638.383301
	Iteration 44Q: 3 clusters Score -1486004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1486008.625000 Penalty: 4638.383301
	Iteration 45Q: 3 clusters Score -1486009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1486014.125000 Penalty: 4638.383301
	Iteration 46Q: 3 clusters Score -1486014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1486025.000000 Penalty: 4638.383301
	Iteration 47Q: 3 clusters Score -1486025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1486035.000000 Penalty: 4638.383301
	Iteration 48Q: 3 clusters Score -1486035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1486036.375000 Penalty: 4638.383301
	Iteration 49Q: 3 clusters Score -1486036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1486047.875000 Penalty: 4638.383301
	Iteration 50Q: 3 clusters Score -1486048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1486052.000000 Penalty: 4638.383301
	Iteration 51Q: 3 clusters Score -1486052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1486057.750000 Penalty: 4638.383301
	Iteration 52Q: 3 clusters Score -1486058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1486060.125000 Penalty: 4638.383301
	Iteration 53Q: 3 clusters Score -1486060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1486062.625000 Penalty: 4638.383301
	Iteration 54Q: 3 clusters Score -1486063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1486069.250000 Penalty: 4638.383301
	Iteration 55Q: 3 clusters Score -1486069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1486073.125000 Penalty: 4638.383301
	Iteration 56Q: 3 clusters Score -1486073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1486074.625000 Penalty: 4638.383301
	Iteration 57Q: 3 clusters Score -1486075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1486076.375000 Penalty: 4638.383301
	Iteration 58Q: 3 clusters Score -1486076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1486083.000000 Penalty: 4638.383301
	Iteration 59Q: 3 clusters Score -1486083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1486086.375000 Penalty: 4638.383301
	Iteration 60F: 3 clusters Score -1486086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1486088.125000 Penalty: 4638.383301
	Iteration 61Q: 3 clusters Score -1486088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1486091.500000 Penalty: 4638.383301
	Iteration 62Q: 3 clusters Score -1486092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1486092.500000 Penalty: 4638.383301
	Iteration 63Q: 3 clusters Score -1486092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1486098.125000 Penalty: 4638.383301
	Iteration 64Q: 3 clusters Score -1486098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1486105.250000 Penalty: 4638.383301
	Iteration 65Q: 3 clusters Score -1486105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1486110.625000 Penalty: 4638.383301
	Iteration 66Q: 3 clusters Score -1486111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1486112.625000 Penalty: 4638.383301
	Iteration 67Q: 3 clusters Score -1486113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1486115.125000 Penalty: 4638.383301
	Iteration 68Q: 3 clusters Score -1486115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1486119.750000 Penalty: 4638.383301
	Iteration 69Q: 3 clusters Score -1486120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1486125.500000 Penalty: 4638.383301
	Iteration 70Q: 3 clusters Score -1486126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1486128.125000 Penalty: 4638.383301
	Iteration 71Q: 3 clusters Score -1486128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1486130.250000 Penalty: 4638.383301
	Iteration 72Q: 3 clusters Score -1486130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1486135.625000 Penalty: 4638.383301
	Iteration 73Q: 3 clusters Score -1486136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1486136.000000 Penalty: 4638.383301
	Iteration 74Q: 3 clusters Score -1486136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1486137.500000 Penalty: 4638.383301
	Iteration 75Q: 3 clusters Score -1486138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1486138.500000 Penalty: 4638.383301
	Iteration 76Q: 3 clusters Score -1486138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1486138.625000 Penalty: 4638.383301
	Iteration 77Q: 3 clusters Score -1486139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1486145.750000 Penalty: 4638.383301
	Iteration 78Q: 3 clusters Score -1486146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1486143.250000 Penalty: 4638.383301
	Iteration 79Q: 3 clusters Score -1486143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1486145.000000 Penalty: 4638.383301
	Iteration 80F: 3 clusters Score -1486145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1486141.875000 Penalty: 4638.383301
	Iteration 81Q: 3 clusters Score -1486142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1486144.875000 Penalty: 4638.383301
	Iteration 82Q: 3 clusters Score -1486145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1486150.125000 Penalty: 4638.383301
	Iteration 83Q: 3 clusters Score -1486150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1486147.625000 Penalty: 4638.383301
	Iteration 84Q: 3 clusters Score -1486148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1486149.375000 Penalty: 4638.383301
	Iteration 85Q: 3 clusters Score -1486149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1486149.875000 Penalty: 4638.383301
	Iteration 86Q: 3 clusters Score -1486150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1486149.875000 Penalty: 4638.383301
	Iteration 87F: 3 clusters Score -1486150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Entering Unmasked Estep 
Score: -6082561.000000 Penalty: 2659.157227
	Iteration 0F: 2 clusters Score -6082561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -6051762.500000 Penalty: 5318.314453
	Iteration 0F: 3 clusters Score -6051762 nChanged 21046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -6063466.500000 Penalty: 5318.314453
	Iteration 1F: 3 clusters Score -6063466 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -6063950.500000 Penalty: 5318.314453
	Iteration 2Q: 3 clusters Score -6063950 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -6064293.500000 Penalty: 5318.314453
	Iteration 3Q: 3 clusters Score -6064294 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -6064658.000000 Penalty: 5318.314453
	Iteration 4Q: 3 clusters Score -6064658 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -6065069.000000 Penalty: 5318.314453
	Iteration 5Q: 3 clusters Score -6065069 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -6065610.500000 Penalty: 5318.314453
	Iteration 6Q: 3 clusters Score -6065610 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -6066443.000000 Penalty: 5318.314453
	Iteration 7Q: 3 clusters Score -6066443 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -6067635.000000 Penalty: 5318.314453
	Iteration 8F: 3 clusters Score -6067635 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -6069446.000000 Penalty: 5318.314453
	Iteration 9F: 3 clusters Score -6069446 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -6072021.500000 Penalty: 5318.314453
	Iteration 10F: 3 clusters Score -6072022 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6075010.500000 Penalty: 5318.314453
	Iteration 11F: 3 clusters Score -6075010 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -6077508.500000 Penalty: 5318.314453
	Iteration 12F: 3 clusters Score -6077508 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6079050.500000 Penalty: 5318.314453
	Iteration 13Q: 3 clusters Score -6079050 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6079672.000000 Penalty: 5318.314453
	Iteration 14Q: 3 clusters Score -6079672 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6079931.500000 Penalty: 5318.314453
	Iteration 15Q: 3 clusters Score -6079932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6080045.000000 Penalty: 5318.314453
	Iteration 16Q: 3 clusters Score -6080045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6080108.000000 Penalty: 5318.314453
	Iteration 17Q: 3 clusters Score -6080108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6080142.500000 Penalty: 5318.314453
	Iteration 18Q: 3 clusters Score -6080142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6080177.500000 Penalty: 5318.314453
	Iteration 19Q: 3 clusters Score -6080178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6080194.000000 Penalty: 5318.314453
	Iteration 20F: 3 clusters Score -6080194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6080198.000000 Penalty: 5318.314453
	Iteration 21Q: 3 clusters Score -6080198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6080202.000000 Penalty: 5318.314453
	Iteration 22Q: 3 clusters Score -6080202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6080205.000000 Penalty: 5318.314453
	Iteration 23Q: 3 clusters Score -6080205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6080207.000000 Penalty: 5318.314453
	Iteration 24Q: 3 clusters Score -6080207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6080206.000000 Penalty: 5318.314453
	Iteration 25Q: 3 clusters Score -6080206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6080206.000000 Penalty: 5318.314453
	Iteration 26F: 3 clusters Score -6080206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Entering Unmasked Estep 
Score: -4586086.000000 Penalty: 2608.027100
	Iteration 0F: 2 clusters Score -4586086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4560884.500000 Penalty: 5216.054199
	Iteration 0F: 3 clusters Score -4560884 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4570237.000000 Penalty: 5216.054199
	Iteration 1F: 3 clusters Score -4570237 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4570729.500000 Penalty: 5216.054199
	Iteration 2Q: 3 clusters Score -4570730 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4571187.000000 Penalty: 5216.054199
	Iteration 3Q: 3 clusters Score -4571187 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4571653.500000 Penalty: 5216.054199
	Iteration 4Q: 3 clusters Score -4571654 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4572055.000000 Penalty: 5216.054199
	Iteration 5Q: 3 clusters Score -4572055 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4572512.500000 Penalty: 5216.054199
	Iteration 6Q: 3 clusters Score -4572512 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4573029.500000 Penalty: 5216.054199
	Iteration 7Q: 3 clusters Score -4573030 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4573723.500000 Penalty: 5216.054199
	Iteration 8Q: 3 clusters Score -4573724 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4574554.500000 Penalty: 5216.054199
	Iteration 9Q: 3 clusters Score -4574554 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -4575623.000000 Penalty: 5216.054199
	Iteration 10Q: 3 clusters Score -4575623 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4576744.000000 Penalty: 5216.054199
	Iteration 11Q: 3 clusters Score -4576744 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4577730.000000 Penalty: 5216.054199
	Iteration 12Q: 3 clusters Score -4577730 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4578387.500000 Penalty: 5216.054199
	Iteration 13Q: 3 clusters Score -4578388 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -4578790.000000 Penalty: 5216.054199
	Iteration 14Q: 3 clusters Score -4578790 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -4579043.000000 Penalty: 5216.054199
	Iteration 15Q: 3 clusters Score -4579043 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -4579329.500000 Penalty: 5216.054199
	Iteration 16Q: 3 clusters Score -4579330 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -4579514.500000 Penalty: 5216.054199
	Iteration 17Q: 3 clusters Score -4579514 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4579680.000000 Penalty: 5216.054199
	Iteration 18Q: 3 clusters Score -4579680 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4579851.000000 Penalty: 5216.054199
	Iteration 19Q: 3 clusters Score -4579851 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4580059.000000 Penalty: 5216.054199
	Iteration 20F: 3 clusters Score -4580059 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4580259.500000 Penalty: 5216.054199
	Iteration 21Q: 3 clusters Score -4580260 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4580505.000000 Penalty: 5216.054199
	Iteration 22Q: 3 clusters Score -4580505 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4580748.000000 Penalty: 5216.054199
	Iteration 23Q: 3 clusters Score -4580748 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4580993.000000 Penalty: 5216.054199
	Iteration 24Q: 3 clusters Score -4580993 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4581267.000000 Penalty: 5216.054199
	Iteration 25Q: 3 clusters Score -4581267 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4581521.500000 Penalty: 5216.054199
	Iteration 26Q: 3 clusters Score -4581522 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -4581754.500000 Penalty: 5216.054199
	Iteration 27Q: 3 clusters Score -4581754 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4581986.000000 Penalty: 5216.054199
	Iteration 28Q: 3 clusters Score -4581986 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4582208.000000 Penalty: 5216.054199
	Iteration 29Q: 3 clusters Score -4582208 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4582384.500000 Penalty: 5216.054199
	Iteration 30Q: 3 clusters Score -4582384 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4582571.500000 Penalty: 5216.054199
	Iteration 31Q: 3 clusters Score -4582572 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4582718.500000 Penalty: 5216.054199
	Iteration 32Q: 3 clusters Score -4582718 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -4582883.500000 Penalty: 5216.054199
	Iteration 33Q: 3 clusters Score -4582884 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4583020.000000 Penalty: 5216.054199
	Iteration 34Q: 3 clusters Score -4583020 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4583135.000000 Penalty: 5216.054199
	Iteration 35Q: 3 clusters Score -4583135 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4583267.000000 Penalty: 5216.054199
	Iteration 36Q: 3 clusters Score -4583267 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4583379.500000 Penalty: 5216.054199
	Iteration 37Q: 3 clusters Score -4583380 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4583469.500000 Penalty: 5216.054199
	Iteration 38Q: 3 clusters Score -4583470 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4583531.000000 Penalty: 5216.054199
	Iteration 39Q: 3 clusters Score -4583531 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4583602.500000 Penalty: 5216.054199
	Iteration 40F: 3 clusters Score -4583602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4583660.500000 Penalty: 5216.054199
	Iteration 41Q: 3 clusters Score -4583660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4583712.500000 Penalty: 5216.054199
	Iteration 42Q: 3 clusters Score -4583712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4583749.500000 Penalty: 5216.054199
	Iteration 43Q: 3 clusters Score -4583750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4583772.500000 Penalty: 5216.054199
	Iteration 44Q: 3 clusters Score -4583772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4583793.500000 Penalty: 5216.054199
	Iteration 45Q: 3 clusters Score -4583794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4583811.500000 Penalty: 5216.054199
	Iteration 46Q: 3 clusters Score -4583812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4583842.000000 Penalty: 5216.054199
	Iteration 47Q: 3 clusters Score -4583842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4583873.500000 Penalty: 5216.054199
	Iteration 48Q: 3 clusters Score -4583874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -4583908.000000 Penalty: 5216.054199
	Iteration 49Q: 3 clusters Score -4583908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -4583946.500000 Penalty: 5216.054199
	Iteration 50Q: 3 clusters Score -4583946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4583975.500000 Penalty: 5216.054199
	Iteration 51Q: 3 clusters Score -4583976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4583999.000000 Penalty: 5216.054199
	Iteration 52Q: 3 clusters Score -4583999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4584016.000000 Penalty: 5216.054199
	Iteration 53Q: 3 clusters Score -4584016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4584017.000000 Penalty: 5216.054199
	Iteration 54Q: 3 clusters Score -4584017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4584014.000000 Penalty: 5216.054199
	Iteration 55Q: 3 clusters Score -4584014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4584030.500000 Penalty: 5216.054199
	Iteration 56Q: 3 clusters Score -4584030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -4584031.000000 Penalty: 5216.054199
	Iteration 57Q: 3 clusters Score -4584031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4584037.500000 Penalty: 5216.054199
	Iteration 58Q: 3 clusters Score -4584038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4584036.000000 Penalty: 5216.054199
	Iteration 59Q: 3 clusters Score -4584036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -4584043.000000 Penalty: 5216.054199
	Iteration 60F: 3 clusters Score -4584043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4584043.500000 Penalty: 5216.054199
	Iteration 61Q: 3 clusters Score -4584044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4584050.500000 Penalty: 5216.054199
	Iteration 62Q: 3 clusters Score -4584050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4584054.500000 Penalty: 5216.054199
	Iteration 63Q: 3 clusters Score -4584054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4584053.000000 Penalty: 5216.054199
	Iteration 64Q: 3 clusters Score -4584053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -4584057.500000 Penalty: 5216.054199
	Iteration 65Q: 3 clusters Score -4584058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4584058.000000 Penalty: 5216.054199
	Iteration 66Q: 3 clusters Score -4584058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4584057.000000 Penalty: 5216.054199
	Iteration 67Q: 3 clusters Score -4584057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4584060.000000 Penalty: 5216.054199
	Iteration 68Q: 3 clusters Score -4584060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4584060.000000 Penalty: 5216.054199
	Iteration 69Q: 3 clusters Score -4584060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4584060.000000 Penalty: 5216.054199
	Iteration 70F: 3 clusters Score -4584060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Entering Unmasked Estep 
Score: -3087660.750000 Penalty: 2489.005371
	Iteration 0F: 2 clusters Score -3087661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3071706.750000 Penalty: 4978.010742
	Iteration 0F: 3 clusters Score -3071707 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3076980.250000 Penalty: 4978.010742
	Iteration 1F: 3 clusters Score -3076980 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3077330.500000 Penalty: 4978.010742
	Iteration 2Q: 3 clusters Score -3077330 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3077612.500000 Penalty: 4978.010742
	Iteration 3Q: 3 clusters Score -3077612 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3077865.000000 Penalty: 4978.010742
	Iteration 4Q: 3 clusters Score -3077865 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3078201.750000 Penalty: 4978.010742
	Iteration 5Q: 3 clusters Score -3078202 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3078610.250000 Penalty: 4978.010742
	Iteration 6Q: 3 clusters Score -3078610 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3079144.750000 Penalty: 4978.010742
	Iteration 7Q: 3 clusters Score -3079145 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -3079928.500000 Penalty: 4978.010742
	Iteration 8F: 3 clusters Score -3079928 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3080918.000000 Penalty: 4978.010742
	Iteration 9F: 3 clusters Score -3080918 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3082037.000000 Penalty: 4978.010742
	Iteration 10F: 3 clusters Score -3082037 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3083057.500000 Penalty: 4978.010742
	Iteration 11F: 3 clusters Score -3083058 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3083822.250000 Penalty: 4978.010742
	Iteration 12Q: 3 clusters Score -3083822 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3084346.000000 Penalty: 4978.010742
	Iteration 13Q: 3 clusters Score -3084346 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3084738.750000 Penalty: 4978.010742
	Iteration 14Q: 3 clusters Score -3084739 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3085007.250000 Penalty: 4978.010742
	Iteration 15Q: 3 clusters Score -3085007 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3085160.500000 Penalty: 4978.010742
	Iteration 16Q: 3 clusters Score -3085160 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3085255.750000 Penalty: 4978.010742
	Iteration 17Q: 3 clusters Score -3085256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3085351.250000 Penalty: 4978.010742
	Iteration 18Q: 3 clusters Score -3085351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3085406.000000 Penalty: 4978.010742
	Iteration 19Q: 3 clusters Score -3085406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3085453.000000 Penalty: 4978.010742
	Iteration 20F: 3 clusters Score -3085453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3085472.750000 Penalty: 4978.010742
	Iteration 21Q: 3 clusters Score -3085473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3085487.500000 Penalty: 4978.010742
	Iteration 22Q: 3 clusters Score -3085488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3085501.250000 Penalty: 4978.010742
	Iteration 23Q: 3 clusters Score -3085501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3085503.250000 Penalty: 4978.010742
	Iteration 24Q: 3 clusters Score -3085503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3085506.750000 Penalty: 4978.010742
	Iteration 25Q: 3 clusters Score -3085507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3085508.000000 Penalty: 4978.010742
	Iteration 26Q: 3 clusters Score -3085508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3085512.000000 Penalty: 4978.010742
	Iteration 27Q: 3 clusters Score -3085512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3085514.250000 Penalty: 4978.010742
	Iteration 28Q: 3 clusters Score -3085514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3085518.000000 Penalty: 4978.010742
	Iteration 29Q: 3 clusters Score -3085518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3085518.750000 Penalty: 4978.010742
	Iteration 30Q: 3 clusters Score -3085519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3085520.750000 Penalty: 4978.010742
	Iteration 31Q: 3 clusters Score -3085521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3085521.750000 Penalty: 4978.010742
	Iteration 32Q: 3 clusters Score -3085522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3085520.500000 Penalty: 4978.010742
	Iteration 33Q: 3 clusters Score -3085520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3085520.750000 Penalty: 4978.010742
	Iteration 34Q: 3 clusters Score -3085521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3085520.750000 Penalty: 4978.010742
	Iteration 35F: 3 clusters Score -3085521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Entering Unmasked Estep 
Score: -2641355.250000 Penalty: 2450.826904
	Iteration 0F: 2 clusters Score -2641355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2627560.000000 Penalty: 4901.653809
	Iteration 0F: 3 clusters Score -2627560 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2632149.750000 Penalty: 4901.653809
	Iteration 1F: 3 clusters Score -2632150 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2632743.250000 Penalty: 4901.653809
	Iteration 2F: 3 clusters Score -2632743 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2633402.000000 Penalty: 4901.653809
	Iteration 3F: 3 clusters Score -2633402 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2634055.750000 Penalty: 4901.653809
	Iteration 4F: 3 clusters Score -2634056 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2634779.000000 Penalty: 4901.653809
	Iteration 5F: 3 clusters Score -2634779 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2635514.750000 Penalty: 4901.653809
	Iteration 6F: 3 clusters Score -2635515 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2636313.250000 Penalty: 4901.653809
	Iteration 7F: 3 clusters Score -2636313 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2637105.250000 Penalty: 4901.653809
	Iteration 8F: 3 clusters Score -2637105 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2637825.000000 Penalty: 4901.653809
	Iteration 9F: 3 clusters Score -2637825 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2638386.000000 Penalty: 4901.653809
	Iteration 10Q: 3 clusters Score -2638386 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2638839.000000 Penalty: 4901.653809
	Iteration 11Q: 3 clusters Score -2638839 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2639124.250000 Penalty: 4901.653809
	Iteration 12Q: 3 clusters Score -2639124 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2639310.750000 Penalty: 4901.653809
	Iteration 13Q: 3 clusters Score -2639311 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2639440.000000 Penalty: 4901.653809
	Iteration 14Q: 3 clusters Score -2639440 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2639561.500000 Penalty: 4901.653809
	Iteration 15Q: 3 clusters Score -2639562 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2639641.250000 Penalty: 4901.653809
	Iteration 16Q: 3 clusters Score -2639641 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2639719.250000 Penalty: 4901.653809
	Iteration 17Q: 3 clusters Score -2639719 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2639803.000000 Penalty: 4901.653809
	Iteration 18Q: 3 clusters Score -2639803 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2639892.750000 Penalty: 4901.653809
	Iteration 19Q: 3 clusters Score -2639893 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2639946.500000 Penalty: 4901.653809
	Iteration 20F: 3 clusters Score -2639946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2639987.750000 Penalty: 4901.653809
	Iteration 21Q: 3 clusters Score -2639988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2640015.500000 Penalty: 4901.653809
	Iteration 22Q: 3 clusters Score -2640016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2640046.500000 Penalty: 4901.653809
	Iteration 23Q: 3 clusters Score -2640046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2640073.250000 Penalty: 4901.653809
	Iteration 24Q: 3 clusters Score -2640073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2640091.000000 Penalty: 4901.653809
	Iteration 25Q: 3 clusters Score -2640091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2640115.000000 Penalty: 4901.653809
	Iteration 26Q: 3 clusters Score -2640115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2640137.000000 Penalty: 4901.653809
	Iteration 27Q: 3 clusters Score -2640137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2640153.500000 Penalty: 4901.653809
	Iteration 28Q: 3 clusters Score -2640154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2640171.250000 Penalty: 4901.653809
	Iteration 29Q: 3 clusters Score -2640171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2640190.500000 Penalty: 4901.653809
	Iteration 30Q: 3 clusters Score -2640190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2640208.500000 Penalty: 4901.653809
	Iteration 31Q: 3 clusters Score -2640208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2640212.000000 Penalty: 4901.653809
	Iteration 32Q: 3 clusters Score -2640212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2640211.500000 Penalty: 4901.653809
	Iteration 33Q: 3 clusters Score -2640212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2640225.750000 Penalty: 4901.653809
	Iteration 34Q: 3 clusters Score -2640226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2640224.750000 Penalty: 4901.653809
	Iteration 35Q: 3 clusters Score -2640225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2640227.250000 Penalty: 4901.653809
	Iteration 36Q: 3 clusters Score -2640227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2640223.250000 Penalty: 4901.653809
	Iteration 37Q: 3 clusters Score -2640223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2640225.250000 Penalty: 4901.653809
	Iteration 38Q: 3 clusters Score -2640225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2640231.250000 Penalty: 4901.653809
	Iteration 39Q: 3 clusters Score -2640231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2640242.000000 Penalty: 4901.653809
	Iteration 40F: 3 clusters Score -2640242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2640246.000000 Penalty: 4901.653809
	Iteration 41Q: 3 clusters Score -2640246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2640247.000000 Penalty: 4901.653809
	Iteration 42Q: 3 clusters Score -2640247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2640246.750000 Penalty: 4901.653809
	Iteration 43Q: 3 clusters Score -2640247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2640249.250000 Penalty: 4901.653809
	Iteration 44Q: 3 clusters Score -2640249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2640246.000000 Penalty: 4901.653809
	Iteration 45Q: 3 clusters Score -2640246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2640250.250000 Penalty: 4901.653809
	Iteration 46Q: 3 clusters Score -2640250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2640248.000000 Penalty: 4901.653809
	Iteration 47Q: 3 clusters Score -2640248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2640249.250000 Penalty: 4901.653809
	Iteration 48Q: 3 clusters Score -2640249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2640249.250000 Penalty: 4901.653809
	Iteration 49F: 3 clusters Score -2640249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190294 members 
Entering Unmasked Estep 
Score: -25189546.000000 Penalty: 3014.768799
	Iteration 0F: 2 clusters Score -2.518955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -25081058.000000 Penalty: 6029.537598
	Iteration 0F: 3 clusters Score -2.508106e+07 nChanged 91159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -25134254.000000 Penalty: 6029.537598
	Iteration 1F: 3 clusters Score -2.513425e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -25135154.000000 Penalty: 6029.537598
	Iteration 2Q: 3 clusters Score -2.513515e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 104089 members 
Entering Unmasked Estep 
Score: -25136588.000000 Penalty: 6029.537598
	Iteration 3Q: 3 clusters Score -2.513659e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 109430 members 
Entering Unmasked Estep 
Score: -25139014.000000 Penalty: 6029.537598
	Iteration 4Q: 3 clusters Score -2.513901e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 116986 members 
Entering Unmasked Estep 
Score: -25143006.000000 Penalty: 6029.537598
	Iteration 5Q: 3 clusters Score -2.514301e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -25149144.000000 Penalty: 6029.537598
	Iteration 6F: 3 clusters Score -2.514914e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 139885 members 
Entering Unmasked Estep 
Score: -25157234.000000 Penalty: 6029.537598
	Iteration 7F: 3 clusters Score -2.515723e+07 nChanged 13625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 152518 members 
Entering Unmasked Estep 
Score: -25166732.000000 Penalty: 6029.537598
	Iteration 8F: 3 clusters Score -2.516673e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 163443 members 
Entering Unmasked Estep 
Score: -25176222.000000 Penalty: 6029.537598
	Iteration 9F: 3 clusters Score -2.517622e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 171632 members 
Entering Unmasked Estep 
Score: -25182092.000000 Penalty: 6029.537598
	Iteration 10Q: 3 clusters Score -2.518209e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 176797 members 
Entering Unmasked Estep 
Score: -25185092.000000 Penalty: 6029.537598
	Iteration 11Q: 3 clusters Score -2.518509e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 180024 members 
Entering Unmasked Estep 
Score: -25186696.000000 Penalty: 6029.537598
	Iteration 12Q: 3 clusters Score -2.51867e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 182065 members 
Entering Unmasked Estep 
Score: -25187348.000000 Penalty: 6029.537598
	Iteration 13Q: 3 clusters Score -2.518735e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 183502 members 
Entering Unmasked Estep 
Score: -25187714.000000 Penalty: 6029.537598
	Iteration 14Q: 3 clusters Score -2.518771e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 184589 members 
Entering Unmasked Estep 
Score: -25187776.000000 Penalty: 6029.537598
	Iteration 15Q: 3 clusters Score -2.518778e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 185395 members 
Entering Unmasked Estep 
Score: -25187746.000000 Penalty: 6029.537598
	Iteration 16Q: 3 clusters Score -2.518775e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 186060 members 
Entering Unmasked Estep 
Score: -25187782.000000 Penalty: 6029.537598
	Iteration 17Q: 3 clusters Score -2.518778e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 186612 members 
Entering Unmasked Estep 
Score: -25187668.000000 Penalty: 6029.537598
	Iteration 18Q: 3 clusters Score -2.518767e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 187046 members 
Entering Unmasked Estep 
Score: -25187608.000000 Penalty: 6029.537598
	Iteration 19Q: 3 clusters Score -2.518761e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 187419 members 
Entering Unmasked Estep 
Score: -25187562.000000 Penalty: 6029.537598
	Iteration 20F: 3 clusters Score -2.518756e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 187729 members 
Entering Unmasked Estep 
Score: -25187486.000000 Penalty: 6029.537598
	Iteration 21Q: 3 clusters Score -2.518749e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 187966 members 
Entering Unmasked Estep 
Score: -25187454.000000 Penalty: 6029.537598
	Iteration 22Q: 3 clusters Score -2.518745e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 188146 members 
Entering Unmasked Estep 
Score: -25187398.000000 Penalty: 6029.537598
	Iteration 23Q: 3 clusters Score -2.51874e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 188306 members 
Entering Unmasked Estep 
Score: -25187398.000000 Penalty: 6029.537598
	Iteration 24Q: 3 clusters Score -2.51874e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 188458 members 
Entering Unmasked Estep 
Score: -25187404.000000 Penalty: 6029.537598
	Iteration 25Q: 3 clusters Score -2.51874e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 188581 members 
Entering Unmasked Estep 
Score: -25187398.000000 Penalty: 6029.537598
	Iteration 26Q: 3 clusters Score -2.51874e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 188679 members 
Entering Unmasked Estep 
Score: -25187398.000000 Penalty: 6029.537598
	Iteration 27Q: 3 clusters Score -2.51874e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 188766 members 
Entering Unmasked Estep 
Score: -25187394.000000 Penalty: 6029.537598
	Iteration 28Q: 3 clusters Score -2.518739e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 188842 members 
Entering Unmasked Estep 
Score: -25187418.000000 Penalty: 6029.537598
	Iteration 29Q: 3 clusters Score -2.518742e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 188916 members 
Entering Unmasked Estep 
Score: -25187398.000000 Penalty: 6029.537598
	Iteration 30Q: 3 clusters Score -2.51874e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 188980 members 
Entering Unmasked Estep 
Score: -25187404.000000 Penalty: 6029.537598
	Iteration 31Q: 3 clusters Score -2.51874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 189029 members 
Entering Unmasked Estep 
Score: -25187416.000000 Penalty: 6029.537598
	Iteration 32Q: 3 clusters Score -2.518742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 189057 members 
Entering Unmasked Estep 
Score: -25187440.000000 Penalty: 6029.537598
	Iteration 33Q: 3 clusters Score -2.518744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 189091 members 
Entering Unmasked Estep 
Score: -25187432.000000 Penalty: 6029.537598
	Iteration 34Q: 3 clusters Score -2.518743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 189119 members 
Entering Unmasked Estep 
Score: -25187434.000000 Penalty: 6029.537598
	Iteration 35Q: 3 clusters Score -2.518743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 189144 members 
Entering Unmasked Estep 
Score: -25187432.000000 Penalty: 6029.537598
	Iteration 36Q: 3 clusters Score -2.518743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 189171 members 
Entering Unmasked Estep 
Score: -25187414.000000 Penalty: 6029.537598
	Iteration 37Q: 3 clusters Score -2.518741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 189198 members 
Entering Unmasked Estep 
Score: -25187422.000000 Penalty: 6029.537598
	Iteration 38Q: 3 clusters Score -2.518742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 189217 members 
Entering Unmasked Estep 
Score: -25187432.000000 Penalty: 6029.537598
	Iteration 39Q: 3 clusters Score -2.518743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 189232 members 
Entering Unmasked Estep 
Score: -25187418.000000 Penalty: 6029.537598
	Iteration 40F: 3 clusters Score -2.518742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 189245 members 
Entering Unmasked Estep 
Score: -25187418.000000 Penalty: 6029.537598
	Iteration 41Q: 3 clusters Score -2.518742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 189254 members 
Entering Unmasked Estep 
Score: -25187406.000000 Penalty: 6029.537598
	Iteration 42Q: 3 clusters Score -2.518741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 189271 members 
Entering Unmasked Estep 
Score: -25187420.000000 Penalty: 6029.537598
	Iteration 43Q: 3 clusters Score -2.518742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -25187406.000000 Penalty: 6029.537598
	Iteration 44Q: 3 clusters Score -2.518741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 189296 members 
Entering Unmasked Estep 
Score: -25187406.000000 Penalty: 6029.537598
	Iteration 45Q: 3 clusters Score -2.518741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 189309 members 
Entering Unmasked Estep 
Score: -25187410.000000 Penalty: 6029.537598
	Iteration 46Q: 3 clusters Score -2.518741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 189316 members 
Entering Unmasked Estep 
Score: -25187410.000000 Penalty: 6029.537598
	Iteration 47Q: 3 clusters Score -2.518741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 189324 members 
Entering Unmasked Estep 
Score: -25187410.000000 Penalty: 6029.537598
	Iteration 48Q: 3 clusters Score -2.518741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 189332 members 
Entering Unmasked Estep 
Score: -25187418.000000 Penalty: 6029.537598
	Iteration 49Q: 3 clusters Score -2.518742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 189338 members 
Entering Unmasked Estep 
Score: -25187410.000000 Penalty: 6029.537598
	Iteration 50Q: 3 clusters Score -2.518741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 189343 members 
Entering Unmasked Estep 
Score: -25187418.000000 Penalty: 6029.537598
	Iteration 51Q: 3 clusters Score -2.518742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 189350 members 
Entering Unmasked Estep 
Score: -25187428.000000 Penalty: 6029.537598
	Iteration 52Q: 3 clusters Score -2.518743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 189356 members 
Entering Unmasked Estep 
Score: -25187414.000000 Penalty: 6029.537598
	Iteration 53Q: 3 clusters Score -2.518741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 189362 members 
Entering Unmasked Estep 
Score: -25187424.000000 Penalty: 6029.537598
	Iteration 54Q: 3 clusters Score -2.518742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 189367 members 
Entering Unmasked Estep 
Score: -25187410.000000 Penalty: 6029.537598
	Iteration 55Q: 3 clusters Score -2.518741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 189371 members 
Entering Unmasked Estep 
Score: -25187430.000000 Penalty: 6029.537598
	Iteration 56Q: 3 clusters Score -2.518743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 189376 members 
Entering Unmasked Estep 
Score: -25187432.000000 Penalty: 6029.537598
	Iteration 57Q: 3 clusters Score -2.518743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 189380 members 
Entering Unmasked Estep 
Score: -25187436.000000 Penalty: 6029.537598
	Iteration 58Q: 3 clusters Score -2.518744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 189379 members 
Entering Unmasked Estep 
Score: -25187432.000000 Penalty: 6029.537598
	Iteration 59Q: 3 clusters Score -2.518743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 189382 members 
Entering Unmasked Estep 
Score: -25187426.000000 Penalty: 6029.537598
	Iteration 60F: 3 clusters Score -2.518743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 189388 members 
Entering Unmasked Estep 
Score: -25187432.000000 Penalty: 6029.537598
	Iteration 61Q: 3 clusters Score -2.518743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 189393 members 
Entering Unmasked Estep 
Score: -25187432.000000 Penalty: 6029.537598
	Iteration 62Q: 3 clusters Score -2.518743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 189400 members 
Entering Unmasked Estep 
Score: -25187418.000000 Penalty: 6029.537598
	Iteration 63Q: 3 clusters Score -2.518742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 189403 members 
Entering Unmasked Estep 
Score: -25187422.000000 Penalty: 6029.537598
	Iteration 64Q: 3 clusters Score -2.518742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 189406 members 
Entering Unmasked Estep 
Score: -25187426.000000 Penalty: 6029.537598
	Iteration 65Q: 3 clusters Score -2.518743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 189410 members 
Entering Unmasked Estep 
Score: -25187430.000000 Penalty: 6029.537598
	Iteration 66Q: 3 clusters Score -2.518743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 189415 members 
Entering Unmasked Estep 
Score: -25187418.000000 Penalty: 6029.537598
	Iteration 67Q: 3 clusters Score -2.518742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 189421 members 
Entering Unmasked Estep 
Score: -25187414.000000 Penalty: 6029.537598
	Iteration 68Q: 3 clusters Score -2.518741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 189426 members 
Entering Unmasked Estep 
Score: -25187400.000000 Penalty: 6029.537598
	Iteration 69Q: 3 clusters Score -2.51874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 189430 members 
Entering Unmasked Estep 
Score: -25187398.000000 Penalty: 6029.537598
	Iteration 70Q: 3 clusters Score -2.51874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 189433 members 
Entering Unmasked Estep 
Score: -25187404.000000 Penalty: 6029.537598
	Iteration 71Q: 3 clusters Score -2.51874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 189434 members 
Entering Unmasked Estep 
Score: -25187406.000000 Penalty: 6029.537598
	Iteration 72Q: 3 clusters Score -2.518741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 189434 members 
Entering Unmasked Estep 
Score: -25187406.000000 Penalty: 6029.537598
	Iteration 73F: 3 clusters Score -2.518741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -250260.781250 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -250260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -247688.171875 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -247688.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -248159.687500 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -248159.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -248295.156250 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -248295.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -248348.062500 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -248348.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -248379.937500 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -248379.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -248412.437500 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -248412.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -248429.984375 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -248430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248444.296875 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -248444.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -248458.812500 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -248458.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -248472.500000 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -248472.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -248480.953125 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -248481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -248487.640625 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -248487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -248490.734375 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -248490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -248492.765625 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -248492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -248494.140625 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -248494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -248494.515625 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -248494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -248495.359375 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -248495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -248495.359375 Penalty: 3752.633545
	Iteration 17F: 3 clusters Score -248495.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196730 members 
Entering Unmasked Estep 
Score: -26096850.000000 Penalty: 3023.017822
	Iteration 0F: 2 clusters Score -2.609685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -25970060.000000 Penalty: 6046.035645
	Iteration 0F: 3 clusters Score -2.597006e+07 nChanged 94564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -26024988.000000 Penalty: 6046.035645
	Iteration 1F: 3 clusters Score -2.602499e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -26025928.000000 Penalty: 6046.035645
	Iteration 2Q: 3 clusters Score -2.602593e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -26026840.000000 Penalty: 6046.035645
	Iteration 3Q: 3 clusters Score -2.602684e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 108555 members 
Entering Unmasked Estep 
Score: -26028192.000000 Penalty: 6046.035645
	Iteration 4Q: 3 clusters Score -2.602819e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 114038 members 
Entering Unmasked Estep 
Score: -26030460.000000 Penalty: 6046.035645
	Iteration 5Q: 3 clusters Score -2.603046e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 122149 members 
Entering Unmasked Estep 
Score: -26034632.000000 Penalty: 6046.035645
	Iteration 6Q: 3 clusters Score -2.603463e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 133323 members 
Entering Unmasked Estep 
Score: -26041792.000000 Penalty: 6046.035645
	Iteration 7F: 3 clusters Score -2.604179e+07 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -26052768.000000 Penalty: 6046.035645
	Iteration 8F: 3 clusters Score -2.605277e+07 nChanged 15786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -26066622.000000 Penalty: 6046.035645
	Iteration 9F: 3 clusters Score -2.606662e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 177260 members 
Entering Unmasked Estep 
Score: -26078378.000000 Penalty: 6046.035645
	Iteration 10F: 3 clusters Score -2.607838e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 186445 members 
Entering Unmasked Estep 
Score: -26085982.000000 Penalty: 6046.035645
	Iteration 11Q: 3 clusters Score -2.608598e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 191558 members 
Entering Unmasked Estep 
Score: -26090028.000000 Penalty: 6046.035645
	Iteration 12Q: 3 clusters Score -2.609003e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 194139 members 
Entering Unmasked Estep 
Score: -26092110.000000 Penalty: 6046.035645
	Iteration 13Q: 3 clusters Score -2.609211e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 195349 members 
Entering Unmasked Estep 
Score: -26093204.000000 Penalty: 6046.035645
	Iteration 14Q: 3 clusters Score -2.60932e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 195882 members 
Entering Unmasked Estep 
Score: -26093666.000000 Penalty: 6046.035645
	Iteration 15Q: 3 clusters Score -2.609367e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 196083 members 
Entering Unmasked Estep 
Score: -26093882.000000 Penalty: 6046.035645
	Iteration 16Q: 3 clusters Score -2.609388e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 196167 members 
Entering Unmasked Estep 
Score: -26094020.000000 Penalty: 6046.035645
	Iteration 17Q: 3 clusters Score -2.609402e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 196229 members 
Entering Unmasked Estep 
Score: -26094102.000000 Penalty: 6046.035645
	Iteration 18Q: 3 clusters Score -2.60941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 196260 members 
Entering Unmasked Estep 
Score: -26094140.000000 Penalty: 6046.035645
	Iteration 19Q: 3 clusters Score -2.609414e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 196271 members 
Entering Unmasked Estep 
Score: -26094160.000000 Penalty: 6046.035645
	Iteration 20F: 3 clusters Score -2.609416e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 196290 members 
Entering Unmasked Estep 
Score: -26094190.000000 Penalty: 6046.035645
	Iteration 21Q: 3 clusters Score -2.609419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 196299 members 
Entering Unmasked Estep 
Score: -26094210.000000 Penalty: 6046.035645
	Iteration 22Q: 3 clusters Score -2.609421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 196309 members 
Entering Unmasked Estep 
Score: -26094206.000000 Penalty: 6046.035645
	Iteration 23Q: 3 clusters Score -2.609421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 196319 members 
Entering Unmasked Estep 
Score: -26094212.000000 Penalty: 6046.035645
	Iteration 24Q: 3 clusters Score -2.609421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 196329 members 
Entering Unmasked Estep 
Score: -26094238.000000 Penalty: 6046.035645
	Iteration 25Q: 3 clusters Score -2.609424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 196333 members 
Entering Unmasked Estep 
Score: -26094260.000000 Penalty: 6046.035645
	Iteration 26Q: 3 clusters Score -2.609426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 196341 members 
Entering Unmasked Estep 
Score: -26094256.000000 Penalty: 6046.035645
	Iteration 27Q: 3 clusters Score -2.609426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 196344 members 
Entering Unmasked Estep 
Score: -26094258.000000 Penalty: 6046.035645
	Iteration 28Q: 3 clusters Score -2.609426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 196347 members 
Entering Unmasked Estep 
Score: -26094256.000000 Penalty: 6046.035645
	Iteration 29Q: 3 clusters Score -2.609426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 196350 members 
Entering Unmasked Estep 
Score: -26094254.000000 Penalty: 6046.035645
	Iteration 30Q: 3 clusters Score -2.609425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 196354 members 
Entering Unmasked Estep 
Score: -26094274.000000 Penalty: 6046.035645
	Iteration 31Q: 3 clusters Score -2.609427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 196355 members 
Entering Unmasked Estep 
Score: -26094270.000000 Penalty: 6046.035645
	Iteration 32Q: 3 clusters Score -2.609427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 196355 members 
Entering Unmasked Estep 
Score: -26094270.000000 Penalty: 6046.035645
	Iteration 33F: 3 clusters Score -2.609427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -28851.908203 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -28851.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27725.429688 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -27725.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28068.619141 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -28068.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28289.693359 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28289.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28329.201172 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -28329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28344.093750 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28344.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28350.275391 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28350.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28354.277344 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28354.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28354.277344 Penalty: 2832.371582
	Iteration 7F: 3 clusters Score -28354.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -550138.687500 Penalty: 2076.412354
	Iteration 0F: 2 clusters Score -550138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -546002.062500 Penalty: 4152.824707
	Iteration 0F: 3 clusters Score -546002.1 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -546939.687500 Penalty: 4152.824707
	Iteration 1F: 3 clusters Score -546939.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -547160.125000 Penalty: 4152.824707
	Iteration 2F: 3 clusters Score -547160.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -547339.812500 Penalty: 4152.824707
	Iteration 3F: 3 clusters Score -547339.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -547515.500000 Penalty: 4152.824707
	Iteration 4Q: 3 clusters Score -547515.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -547692.500000 Penalty: 4152.824707
	Iteration 5Q: 3 clusters Score -547692.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -547858.187500 Penalty: 4152.824707
	Iteration 6Q: 3 clusters Score -547858.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -547999.062500 Penalty: 4152.824707
	Iteration 7Q: 3 clusters Score -547999.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -548131.812500 Penalty: 4152.824707
	Iteration 8Q: 3 clusters Score -548131.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -548243.125000 Penalty: 4152.824707
	Iteration 9Q: 3 clusters Score -548243.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -548336.750000 Penalty: 4152.824707
	Iteration 10Q: 3 clusters Score -548336.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -548419.125000 Penalty: 4152.824707
	Iteration 11Q: 3 clusters Score -548419.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -548481.562500 Penalty: 4152.824707
	Iteration 12Q: 3 clusters Score -548481.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -548526.500000 Penalty: 4152.824707
	Iteration 13Q: 3 clusters Score -548526.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -548569.937500 Penalty: 4152.824707
	Iteration 14Q: 3 clusters Score -548569.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -548603.250000 Penalty: 4152.824707
	Iteration 15Q: 3 clusters Score -548603.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -548631.375000 Penalty: 4152.824707
	Iteration 16Q: 3 clusters Score -548631.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -548648.937500 Penalty: 4152.824707
	Iteration 17Q: 3 clusters Score -548648.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -548668.125000 Penalty: 4152.824707
	Iteration 18Q: 3 clusters Score -548668.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -548681.875000 Penalty: 4152.824707
	Iteration 19Q: 3 clusters Score -548681.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -548692.187500 Penalty: 4152.824707
	Iteration 20F: 3 clusters Score -548692.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -548700.250000 Penalty: 4152.824707
	Iteration 21Q: 3 clusters Score -548700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -548706.687500 Penalty: 4152.824707
	Iteration 22Q: 3 clusters Score -548706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -548709.375000 Penalty: 4152.824707
	Iteration 23Q: 3 clusters Score -548709.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -548713.187500 Penalty: 4152.824707
	Iteration 24Q: 3 clusters Score -548713.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -548718.062500 Penalty: 4152.824707
	Iteration 25Q: 3 clusters Score -548718.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -548721.062500 Penalty: 4152.824707
	Iteration 26Q: 3 clusters Score -548721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -548724.125000 Penalty: 4152.824707
	Iteration 27Q: 3 clusters Score -548724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -548724.937500 Penalty: 4152.824707
	Iteration 28Q: 3 clusters Score -548724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -548726.187500 Penalty: 4152.824707
	Iteration 29Q: 3 clusters Score -548726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -548727.750000 Penalty: 4152.824707
	Iteration 30Q: 3 clusters Score -548727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -548727.750000 Penalty: 4152.824707
	Iteration 31F: 3 clusters Score -548727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Entering Unmasked Estep 
Score: -5530199.500000 Penalty: 2637.071289
	Iteration 0F: 2 clusters Score -5530200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -5501996.000000 Penalty: 5274.142578
	Iteration 0F: 3 clusters Score -5501996 nChanged 19138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5512549.500000 Penalty: 5274.142578
	Iteration 1F: 3 clusters Score -5512550 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5513304.500000 Penalty: 5274.142578
	Iteration 2Q: 3 clusters Score -5513304 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5514244.000000 Penalty: 5274.142578
	Iteration 3F: 3 clusters Score -5514244 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -5515691.000000 Penalty: 5274.142578
	Iteration 4F: 3 clusters Score -5515691 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5517744.500000 Penalty: 5274.142578
	Iteration 5F: 3 clusters Score -5517744 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -5520297.500000 Penalty: 5274.142578
	Iteration 6F: 3 clusters Score -5520298 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -5522700.500000 Penalty: 5274.142578
	Iteration 7F: 3 clusters Score -5522700 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -5524366.500000 Penalty: 5274.142578
	Iteration 8F: 3 clusters Score -5524366 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -5525497.000000 Penalty: 5274.142578
	Iteration 9Q: 3 clusters Score -5525497 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -5526279.500000 Penalty: 5274.142578
	Iteration 10Q: 3 clusters Score -5526280 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -5526790.500000 Penalty: 5274.142578
	Iteration 11Q: 3 clusters Score -5526790 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -5527139.000000 Penalty: 5274.142578
	Iteration 12Q: 3 clusters Score -5527139 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -5527413.500000 Penalty: 5274.142578
	Iteration 13Q: 3 clusters Score -5527414 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -5527544.000000 Penalty: 5274.142578
	Iteration 14Q: 3 clusters Score -5527544 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5527641.500000 Penalty: 5274.142578
	Iteration 15Q: 3 clusters Score -5527642 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5527696.000000 Penalty: 5274.142578
	Iteration 16Q: 3 clusters Score -5527696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -5527739.500000 Penalty: 5274.142578
	Iteration 17Q: 3 clusters Score -5527740 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5527767.500000 Penalty: 5274.142578
	Iteration 18Q: 3 clusters Score -5527768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5527796.500000 Penalty: 5274.142578
	Iteration 19Q: 3 clusters Score -5527796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5527821.000000 Penalty: 5274.142578
	Iteration 20F: 3 clusters Score -5527821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -5527850.500000 Penalty: 5274.142578
	Iteration 21Q: 3 clusters Score -5527850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -5527858.000000 Penalty: 5274.142578
	Iteration 22Q: 3 clusters Score -5527858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5527875.500000 Penalty: 5274.142578
	Iteration 23Q: 3 clusters Score -5527876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5527891.000000 Penalty: 5274.142578
	Iteration 24Q: 3 clusters Score -5527891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5527888.000000 Penalty: 5274.142578
	Iteration 25Q: 3 clusters Score -5527888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5527899.000000 Penalty: 5274.142578
	Iteration 26Q: 3 clusters Score -5527899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -5527903.000000 Penalty: 5274.142578
	Iteration 27Q: 3 clusters Score -5527903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5527904.500000 Penalty: 5274.142578
	Iteration 28Q: 3 clusters Score -5527904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -5527907.500000 Penalty: 5274.142578
	Iteration 29Q: 3 clusters Score -5527908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5527921.000000 Penalty: 5274.142578
	Iteration 30Q: 3 clusters Score -5527921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5527920.500000 Penalty: 5274.142578
	Iteration 31Q: 3 clusters Score -5527920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5527922.500000 Penalty: 5274.142578
	Iteration 32Q: 3 clusters Score -5527922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5527918.500000 Penalty: 5274.142578
	Iteration 33Q: 3 clusters Score -5527918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -5527929.000000 Penalty: 5274.142578
	Iteration 34Q: 3 clusters Score -5527929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5527934.500000 Penalty: 5274.142578
	Iteration 35Q: 3 clusters Score -5527934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -5527929.000000 Penalty: 5274.142578
	Iteration 36Q: 3 clusters Score -5527929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5527943.500000 Penalty: 5274.142578
	Iteration 37Q: 3 clusters Score -5527944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -5527950.000000 Penalty: 5274.142578
	Iteration 38Q: 3 clusters Score -5527950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -5527957.500000 Penalty: 5274.142578
	Iteration 39Q: 3 clusters Score -5527958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -5527969.500000 Penalty: 5274.142578
	Iteration 40F: 3 clusters Score -5527970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5527962.500000 Penalty: 5274.142578
	Iteration 41Q: 3 clusters Score -5527962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -5527964.500000 Penalty: 5274.142578
	Iteration 42Q: 3 clusters Score -5527964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5527968.500000 Penalty: 5274.142578
	Iteration 43Q: 3 clusters Score -5527968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -5527964.000000 Penalty: 5274.142578
	Iteration 44Q: 3 clusters Score -5527964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5527976.000000 Penalty: 5274.142578
	Iteration 45Q: 3 clusters Score -5527976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5527984.500000 Penalty: 5274.142578
	Iteration 46Q: 3 clusters Score -5527984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5527982.000000 Penalty: 5274.142578
	Iteration 47Q: 3 clusters Score -5527982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5527982.000000 Penalty: 5274.142578
	Iteration 48Q: 3 clusters Score -5527982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5527984.500000 Penalty: 5274.142578
	Iteration 49Q: 3 clusters Score -5527984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -5527988.500000 Penalty: 5274.142578
	Iteration 50Q: 3 clusters Score -5527988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5527999.500000 Penalty: 5274.142578
	Iteration 51Q: 3 clusters Score -5528000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -5527996.000000 Penalty: 5274.142578
	Iteration 52Q: 3 clusters Score -5527996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -5527998.500000 Penalty: 5274.142578
	Iteration 53Q: 3 clusters Score -5527998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5527999.500000 Penalty: 5274.142578
	Iteration 54Q: 3 clusters Score -5528000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5527999.500000 Penalty: 5274.142578
	Iteration 55Q: 3 clusters Score -5528000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5528002.000000 Penalty: 5274.142578
	Iteration 56Q: 3 clusters Score -5528002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5528002.000000 Penalty: 5274.142578
	Iteration 57F: 3 clusters Score -5528002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -24224.099609 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -24224.1 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 138 members 
Entering Unmasked Estep 
Score: -23111.103516 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -23111.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23240.837891 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -23240.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23260.494141 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -23260.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23263.437500 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -23263.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23264.703125 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -23264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23264.703125 Penalty: 2767.546143
	Iteration 5F: 3 clusters Score -23264.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -252406.890625 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -252406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -249788.687500 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -249788.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -250276.781250 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -250276.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -250414.250000 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -250414.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -250486.843750 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -250486.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -250539.796875 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -250539.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -250577.421875 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -250577.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -250609.203125 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -250609.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -250633.906250 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -250633.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -250654.796875 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -250654.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -250673.812500 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -250673.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -250683.562500 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -250683.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -250689.640625 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -250689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -250694.234375 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -250694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -250698.625000 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -250698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -250701.468750 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -250701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -250704.093750 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -250704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -250705.578125 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -250705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -250706.468750 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -250706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -250707.203125 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -250707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -250707.203125 Penalty: 3772.768311
	Iteration 19F: 3 clusters Score -250707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -287057.281250 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -287057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -284379.187500 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -284379.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -284893.218750 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -284893.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -285025.593750 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -285025.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -285104.468750 Penalty: 3815.966797
	Iteration 3Q: 3 clusters Score -285104.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -285153.968750 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -285154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285196.218750 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -285196.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -285229.218750 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -285229.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -285252.937500 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -285252.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -285271.125000 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -285271.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -285288.000000 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -285288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -285304.812500 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -285304.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -285322.718750 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -285322.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -285339.843750 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -285339.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -285354.218750 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -285354.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -285366.500000 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -285366.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -285375.062500 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -285375.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -285380.343750 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -285380.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -285386.812500 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -285386.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -285391.843750 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -285391.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -285396.468750 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -285396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -285400.468750 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -285400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -285403.593750 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -285403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -285407.812500 Penalty: 3815.966797
	Iteration 22Q: 3 clusters Score -285407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -285410.312500 Penalty: 3815.966797
	Iteration 23Q: 3 clusters Score -285410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -285411.718750 Penalty: 3815.966797
	Iteration 24Q: 3 clusters Score -285411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -285412.562500 Penalty: 3815.966797
	Iteration 25Q: 3 clusters Score -285412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -285413.781250 Penalty: 3815.966797
	Iteration 26Q: 3 clusters Score -285413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -285416.562500 Penalty: 3815.966797
	Iteration 27Q: 3 clusters Score -285416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -285419.781250 Penalty: 3815.966797
	Iteration 28Q: 3 clusters Score -285419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -285422.375000 Penalty: 3815.966797
	Iteration 29Q: 3 clusters Score -285422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -285424.375000 Penalty: 3815.966797
	Iteration 30Q: 3 clusters Score -285424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -285427.218750 Penalty: 3815.966797
	Iteration 31Q: 3 clusters Score -285427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -285431.062500 Penalty: 3815.966797
	Iteration 32Q: 3 clusters Score -285431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -285433.812500 Penalty: 3815.966797
	Iteration 33Q: 3 clusters Score -285433.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -285438.375000 Penalty: 3815.966797
	Iteration 34Q: 3 clusters Score -285438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -285440.531250 Penalty: 3815.966797
	Iteration 35Q: 3 clusters Score -285440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -285442.218750 Penalty: 3815.966797
	Iteration 36Q: 3 clusters Score -285442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -285442.000000 Penalty: 3815.966797
	Iteration 37Q: 3 clusters Score -285442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -285443.000000 Penalty: 3815.966797
	Iteration 38Q: 3 clusters Score -285443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -285443.000000 Penalty: 3815.966797
	Iteration 39F: 3 clusters Score -285443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Entering Unmasked Estep 
Score: -2357551.000000 Penalty: 2422.594727
	Iteration 0F: 2 clusters Score -2357551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2345124.500000 Penalty: 4845.189453
	Iteration 0F: 3 clusters Score -2345124 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2349114.500000 Penalty: 4845.189453
	Iteration 1F: 3 clusters Score -2349114 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2349601.250000 Penalty: 4845.189453
	Iteration 2F: 3 clusters Score -2349601 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2350189.250000 Penalty: 4845.189453
	Iteration 3F: 3 clusters Score -2350189 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2350931.500000 Penalty: 4845.189453
	Iteration 4F: 3 clusters Score -2350932 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2351890.750000 Penalty: 4845.189453
	Iteration 5F: 3 clusters Score -2351891 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2352970.750000 Penalty: 4845.189453
	Iteration 6F: 3 clusters Score -2352971 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2354015.250000 Penalty: 4845.189453
	Iteration 7F: 3 clusters Score -2354015 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2354919.500000 Penalty: 4845.189453
	Iteration 8F: 3 clusters Score -2354920 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2355530.750000 Penalty: 4845.189453
	Iteration 9Q: 3 clusters Score -2355531 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2355942.250000 Penalty: 4845.189453
	Iteration 10Q: 3 clusters Score -2355942 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2356176.500000 Penalty: 4845.189453
	Iteration 11Q: 3 clusters Score -2356176 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2356322.250000 Penalty: 4845.189453
	Iteration 12Q: 3 clusters Score -2356322 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2356409.750000 Penalty: 4845.189453
	Iteration 13Q: 3 clusters Score -2356410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2356474.500000 Penalty: 4845.189453
	Iteration 14Q: 3 clusters Score -2356474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2356519.750000 Penalty: 4845.189453
	Iteration 15Q: 3 clusters Score -2356520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2356564.750000 Penalty: 4845.189453
	Iteration 16Q: 3 clusters Score -2356565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2356585.250000 Penalty: 4845.189453
	Iteration 17Q: 3 clusters Score -2356585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2356607.250000 Penalty: 4845.189453
	Iteration 18Q: 3 clusters Score -2356607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2356616.250000 Penalty: 4845.189453
	Iteration 19Q: 3 clusters Score -2356616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2356625.250000 Penalty: 4845.189453
	Iteration 20F: 3 clusters Score -2356625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2356634.000000 Penalty: 4845.189453
	Iteration 21Q: 3 clusters Score -2356634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2356642.750000 Penalty: 4845.189453
	Iteration 22Q: 3 clusters Score -2356643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2356652.750000 Penalty: 4845.189453
	Iteration 23Q: 3 clusters Score -2356653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2356656.500000 Penalty: 4845.189453
	Iteration 24Q: 3 clusters Score -2356656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2356664.500000 Penalty: 4845.189453
	Iteration 25Q: 3 clusters Score -2356664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2356667.000000 Penalty: 4845.189453
	Iteration 26Q: 3 clusters Score -2356667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2356668.250000 Penalty: 4845.189453
	Iteration 27Q: 3 clusters Score -2356668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2356668.250000 Penalty: 4845.189453
	Iteration 28F: 3 clusters Score -2356668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (207573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207573 members 
Entering Unmasked Estep 
Score: -27561002.000000 Penalty: 3036.323242
	Iteration 0F: 2 clusters Score -2.7561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -27428154.000000 Penalty: 6072.646484
	Iteration 0F: 3 clusters Score -2.742815e+07 nChanged 99834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -27486162.000000 Penalty: 6072.646484
	Iteration 1F: 3 clusters Score -2.748616e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 102625 members 
Entering Unmasked Estep 
Score: -27487152.000000 Penalty: 6072.646484
	Iteration 2Q: 3 clusters Score -2.748715e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105580 members 
Mstep: Class 2 contains 101993 members 
Entering Unmasked Estep 
Score: -27488106.000000 Penalty: 6072.646484
	Iteration 3Q: 3 clusters Score -2.748811e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106546 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -27489426.000000 Penalty: 6072.646484
	Iteration 4Q: 3 clusters Score -2.748943e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108222 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -27491746.000000 Penalty: 6072.646484
	Iteration 5Q: 3 clusters Score -2.749175e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -27495720.000000 Penalty: 6072.646484
	Iteration 6Q: 3 clusters Score -2.749572e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113822 members 
Mstep: Class 2 contains 93751 members 
Entering Unmasked Estep 
Score: -27502376.000000 Penalty: 6072.646484
	Iteration 7Q: 3 clusters Score -2.750238e+07 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -27511658.000000 Penalty: 6072.646484
	Iteration 8F: 3 clusters Score -2.751166e+07 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -27522758.000000 Penalty: 6072.646484
	Iteration 9F: 3 clusters Score -2.752276e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -27532212.000000 Penalty: 6072.646484
	Iteration 10F: 3 clusters Score -2.753221e+07 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121496 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -27536648.000000 Penalty: 6072.646484
	Iteration 11F: 3 clusters Score -2.753665e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121702 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -27538194.000000 Penalty: 6072.646484
	Iteration 12Q: 3 clusters Score -2.753819e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121813 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -27539194.000000 Penalty: 6072.646484
	Iteration 13Q: 3 clusters Score -2.753919e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121805 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -27539874.000000 Penalty: 6072.646484
	Iteration 14Q: 3 clusters Score -2.753987e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121706 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -27540448.000000 Penalty: 6072.646484
	Iteration 15Q: 3 clusters Score -2.754045e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121433 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -27541036.000000 Penalty: 6072.646484
	Iteration 16Q: 3 clusters Score -2.754104e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120991 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -27541612.000000 Penalty: 6072.646484
	Iteration 17Q: 3 clusters Score -2.754161e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120440 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -27542154.000000 Penalty: 6072.646484
	Iteration 18Q: 3 clusters Score -2.754215e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119812 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -27542750.000000 Penalty: 6072.646484
	Iteration 19Q: 3 clusters Score -2.754275e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118929 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -27543278.000000 Penalty: 6072.646484
	Iteration 20F: 3 clusters Score -2.754328e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117815 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -27544002.000000 Penalty: 6072.646484
	Iteration 21Q: 3 clusters Score -2.7544e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116513 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -27544654.000000 Penalty: 6072.646484
	Iteration 22Q: 3 clusters Score -2.754465e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115112 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -27545494.000000 Penalty: 6072.646484
	Iteration 23Q: 3 clusters Score -2.754549e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113748 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -27546306.000000 Penalty: 6072.646484
	Iteration 24Q: 3 clusters Score -2.754631e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112370 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -27546882.000000 Penalty: 6072.646484
	Iteration 25Q: 3 clusters Score -2.754688e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -27547438.000000 Penalty: 6072.646484
	Iteration 26Q: 3 clusters Score -2.754744e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -27547782.000000 Penalty: 6072.646484
	Iteration 27Q: 3 clusters Score -2.754778e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108400 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -27548230.000000 Penalty: 6072.646484
	Iteration 28Q: 3 clusters Score -2.754823e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -27548570.000000 Penalty: 6072.646484
	Iteration 29Q: 3 clusters Score -2.754857e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106171 members 
Mstep: Class 2 contains 101402 members 
Entering Unmasked Estep 
Score: -27548868.000000 Penalty: 6072.646484
	Iteration 30Q: 3 clusters Score -2.754887e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -27549168.000000 Penalty: 6072.646484
	Iteration 31Q: 3 clusters Score -2.754917e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 103610 members 
Entering Unmasked Estep 
Score: -27549290.000000 Penalty: 6072.646484
	Iteration 32Q: 3 clusters Score -2.754929e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 104748 members 
Entering Unmasked Estep 
Score: -27549424.000000 Penalty: 6072.646484
	Iteration 33Q: 3 clusters Score -2.754942e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -27549596.000000 Penalty: 6072.646484
	Iteration 34Q: 3 clusters Score -2.75496e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -27549782.000000 Penalty: 6072.646484
	Iteration 35Q: 3 clusters Score -2.754978e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -27549924.000000 Penalty: 6072.646484
	Iteration 36Q: 3 clusters Score -2.754992e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 109159 members 
Entering Unmasked Estep 
Score: -27549956.000000 Penalty: 6072.646484
	Iteration 37Q: 3 clusters Score -2.754996e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 110198 members 
Entering Unmasked Estep 
Score: -27550134.000000 Penalty: 6072.646484
	Iteration 38Q: 3 clusters Score -2.755013e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -27550198.000000 Penalty: 6072.646484
	Iteration 39Q: 3 clusters Score -2.75502e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 112289 members 
Entering Unmasked Estep 
Score: -27550238.000000 Penalty: 6072.646484
	Iteration 40F: 3 clusters Score -2.755024e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -27550276.000000 Penalty: 6072.646484
	Iteration 41Q: 3 clusters Score -2.755028e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 114312 members 
Entering Unmasked Estep 
Score: -27550426.000000 Penalty: 6072.646484
	Iteration 42Q: 3 clusters Score -2.755043e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 115358 members 
Entering Unmasked Estep 
Score: -27550570.000000 Penalty: 6072.646484
	Iteration 43Q: 3 clusters Score -2.755057e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 116392 members 
Entering Unmasked Estep 
Score: -27550596.000000 Penalty: 6072.646484
	Iteration 44Q: 3 clusters Score -2.75506e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -27550674.000000 Penalty: 6072.646484
	Iteration 45Q: 3 clusters Score -2.755067e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 118510 members 
Entering Unmasked Estep 
Score: -27550900.000000 Penalty: 6072.646484
	Iteration 46Q: 3 clusters Score -2.75509e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -27551004.000000 Penalty: 6072.646484
	Iteration 47Q: 3 clusters Score -2.7551e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -27551270.000000 Penalty: 6072.646484
	Iteration 48Q: 3 clusters Score -2.755127e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 122055 members 
Entering Unmasked Estep 
Score: -27551394.000000 Penalty: 6072.646484
	Iteration 49Q: 3 clusters Score -2.755139e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 123220 members 
Entering Unmasked Estep 
Score: -27551506.000000 Penalty: 6072.646484
	Iteration 50Q: 3 clusters Score -2.755151e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 124392 members 
Entering Unmasked Estep 
Score: -27551644.000000 Penalty: 6072.646484
	Iteration 51Q: 3 clusters Score -2.755164e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 125621 members 
Entering Unmasked Estep 
Score: -27551684.000000 Penalty: 6072.646484
	Iteration 52Q: 3 clusters Score -2.755168e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 126814 members 
Entering Unmasked Estep 
Score: -27551860.000000 Penalty: 6072.646484
	Iteration 53Q: 3 clusters Score -2.755186e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -27551932.000000 Penalty: 6072.646484
	Iteration 54Q: 3 clusters Score -2.755193e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -27552114.000000 Penalty: 6072.646484
	Iteration 55Q: 3 clusters Score -2.755211e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -27552412.000000 Penalty: 6072.646484
	Iteration 56Q: 3 clusters Score -2.755241e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 131770 members 
Entering Unmasked Estep 
Score: -27552580.000000 Penalty: 6072.646484
	Iteration 57Q: 3 clusters Score -2.755258e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 133060 members 
Entering Unmasked Estep 
Score: -27552764.000000 Penalty: 6072.646484
	Iteration 58Q: 3 clusters Score -2.755276e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 134390 members 
Entering Unmasked Estep 
Score: -27553050.000000 Penalty: 6072.646484
	Iteration 59Q: 3 clusters Score -2.755305e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 135735 members 
Entering Unmasked Estep 
Score: -27553288.000000 Penalty: 6072.646484
	Iteration 60F: 3 clusters Score -2.755329e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 137208 members 
Entering Unmasked Estep 
Score: -27553360.000000 Penalty: 6072.646484
	Iteration 61Q: 3 clusters Score -2.755336e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 138692 members 
Entering Unmasked Estep 
Score: -27553530.000000 Penalty: 6072.646484
	Iteration 62Q: 3 clusters Score -2.755353e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 140139 members 
Entering Unmasked Estep 
Score: -27553714.000000 Penalty: 6072.646484
	Iteration 63Q: 3 clusters Score -2.755371e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 141616 members 
Entering Unmasked Estep 
Score: -27553902.000000 Penalty: 6072.646484
	Iteration 64Q: 3 clusters Score -2.75539e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 143116 members 
Entering Unmasked Estep 
Score: -27554074.000000 Penalty: 6072.646484
	Iteration 65Q: 3 clusters Score -2.755407e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 144663 members 
Entering Unmasked Estep 
Score: -27554320.000000 Penalty: 6072.646484
	Iteration 66Q: 3 clusters Score -2.755432e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 146097 members 
Entering Unmasked Estep 
Score: -27554594.000000 Penalty: 6072.646484
	Iteration 67Q: 3 clusters Score -2.755459e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -27554650.000000 Penalty: 6072.646484
	Iteration 68Q: 3 clusters Score -2.755465e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 149033 members 
Entering Unmasked Estep 
Score: -27554930.000000 Penalty: 6072.646484
	Iteration 69Q: 3 clusters Score -2.755493e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 150579 members 
Entering Unmasked Estep 
Score: -27555198.000000 Penalty: 6072.646484
	Iteration 70Q: 3 clusters Score -2.75552e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -27555428.000000 Penalty: 6072.646484
	Iteration 71Q: 3 clusters Score -2.755543e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -27555846.000000 Penalty: 6072.646484
	Iteration 72Q: 3 clusters Score -2.755585e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 155300 members 
Entering Unmasked Estep 
Score: -27556000.000000 Penalty: 6072.646484
	Iteration 73Q: 3 clusters Score -2.7556e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -27556258.000000 Penalty: 6072.646484
	Iteration 74Q: 3 clusters Score -2.755626e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 158512 members 
Entering Unmasked Estep 
Score: -27556600.000000 Penalty: 6072.646484
	Iteration 75Q: 3 clusters Score -2.75566e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -27556830.000000 Penalty: 6072.646484
	Iteration 76Q: 3 clusters Score -2.755683e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 161514 members 
Entering Unmasked Estep 
Score: -27557150.000000 Penalty: 6072.646484
	Iteration 77Q: 3 clusters Score -2.755715e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 162967 members 
Entering Unmasked Estep 
Score: -27557442.000000 Penalty: 6072.646484
	Iteration 78Q: 3 clusters Score -2.755744e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -27557644.000000 Penalty: 6072.646484
	Iteration 79Q: 3 clusters Score -2.755764e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -27557780.000000 Penalty: 6072.646484
	Iteration 80F: 3 clusters Score -2.755778e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 167167 members 
Entering Unmasked Estep 
Score: -27557968.000000 Penalty: 6072.646484
	Iteration 81Q: 3 clusters Score -2.755797e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 168471 members 
Entering Unmasked Estep 
Score: -27558194.000000 Penalty: 6072.646484
	Iteration 82Q: 3 clusters Score -2.755819e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 169772 members 
Entering Unmasked Estep 
Score: -27558430.000000 Penalty: 6072.646484
	Iteration 83Q: 3 clusters Score -2.755843e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 170975 members 
Entering Unmasked Estep 
Score: -27558580.000000 Penalty: 6072.646484
	Iteration 84Q: 3 clusters Score -2.755858e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 172102 members 
Entering Unmasked Estep 
Score: -27558618.000000 Penalty: 6072.646484
	Iteration 85Q: 3 clusters Score -2.755862e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 173179 members 
Entering Unmasked Estep 
Score: -27558756.000000 Penalty: 6072.646484
	Iteration 86Q: 3 clusters Score -2.755876e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 174204 members 
Entering Unmasked Estep 
Score: -27558800.000000 Penalty: 6072.646484
	Iteration 87Q: 3 clusters Score -2.75588e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 175244 members 
Entering Unmasked Estep 
Score: -27558940.000000 Penalty: 6072.646484
	Iteration 88Q: 3 clusters Score -2.755894e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 176282 members 
Entering Unmasked Estep 
Score: -27559022.000000 Penalty: 6072.646484
	Iteration 89Q: 3 clusters Score -2.755902e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 177285 members 
Entering Unmasked Estep 
Score: -27559064.000000 Penalty: 6072.646484
	Iteration 90Q: 3 clusters Score -2.755906e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 178266 members 
Entering Unmasked Estep 
Score: -27559122.000000 Penalty: 6072.646484
	Iteration 91Q: 3 clusters Score -2.755912e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 179197 members 
Entering Unmasked Estep 
Score: -27559266.000000 Penalty: 6072.646484
	Iteration 92Q: 3 clusters Score -2.755927e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 180114 members 
Entering Unmasked Estep 
Score: -27559352.000000 Penalty: 6072.646484
	Iteration 93Q: 3 clusters Score -2.755935e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 181028 members 
Entering Unmasked Estep 
Score: -27559458.000000 Penalty: 6072.646484
	Iteration 94Q: 3 clusters Score -2.755946e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 181895 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.755951e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 182729 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.755957e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 183525 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.755957e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 184318 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.755959e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 185054 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.755961e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 185801 members 
Entering Unmasked Estep 
Score: -27559712.000000 Penalty: 6072.646484
	Iteration 100F: 3 clusters Score -2.755971e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 186516 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.755978e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 187235 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.75599e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 187951 members 
Entering Unmasked Estep 
Score: -27559944.000000 Penalty: 6072.646484
	Iteration 103Q: 3 clusters Score -2.755994e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 188599 members 
Entering Unmasked Estep 
Score: -27560052.000000 Penalty: 6072.646484
	Iteration 104Q: 3 clusters Score -2.756005e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 189193 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.756009e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 189784 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.756018e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 190373 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.756025e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 190877 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.756025e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 191368 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.756019e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 191822 members 
Entering Unmasked Estep 
Score: -27560138.000000 Penalty: 6072.646484
	Iteration 110Q: 3 clusters Score -2.756014e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 192260 members 
Entering Unmasked Estep 
Score: -27560144.000000 Penalty: 6072.646484
	Iteration 111Q: 3 clusters Score -2.756014e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 192644 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.756011e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 193061 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.756019e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -27560230.000000 Penalty: 6072.646484
	Iteration 114Q: 3 clusters Score -2.756023e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 193907 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.756019e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 194309 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.756011e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 194699 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.756011e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 195091 members 
Entering Unmasked Estep 
Score: -27560102.000000 Penalty: 6072.646484
	Iteration 118Q: 3 clusters Score -2.75601e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 195470 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.756006e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 195852 members 
Entering Unmasked Estep 
Score: -27560092.000000 Penalty: 6072.646484
	Iteration 120F: 3 clusters Score -2.756009e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 196203 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.756005e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 196546 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.755999e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 196880 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.75599e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 197204 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.755987e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 197522 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.755984e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 197835 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.755977e+07 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 198110 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.755968e+07 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 198368 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.755968e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 198632 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.755962e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 198887 members 
Entering Unmasked Estep 
Score: -27559608.000000 Penalty: 6072.646484
	Iteration 130Q: 3 clusters Score -2.755961e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 199115 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.755961e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 199337 members 
Entering Unmasked Estep 
Score: -27559528.000000 Penalty: 6072.646484
	Iteration 132Q: 3 clusters Score -2.755953e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 199534 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.755954e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 199735 members 
Entering Unmasked Estep 
Score: -27559502.000000 Penalty: 6072.646484
	Iteration 134Q: 3 clusters Score -2.75595e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 199918 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.755951e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 200120 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.755949e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 200297 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.755951e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 200484 members 
Entering Unmasked Estep 
Score: -27559476.000000 Penalty: 6072.646484
	Iteration 138Q: 3 clusters Score -2.755948e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 200685 members 
Entering Unmasked Estep 
Score: -27559474.000000 Penalty: 6072.646484
	Iteration 139Q: 3 clusters Score -2.755947e+07 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 200870 members 
Entering Unmasked Estep 
Score: -27559442.000000 Penalty: 6072.646484
	Iteration 140F: 3 clusters Score -2.755944e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 201061 members 
Entering Unmasked Estep 
Score: -27559408.000000 Penalty: 6072.646484
	Iteration 141Q: 3 clusters Score -2.755941e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 201255 members 
Entering Unmasked Estep 
Score: -27559352.000000 Penalty: 6072.646484
	Iteration 142Q: 3 clusters Score -2.755935e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 201422 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.755938e+07 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 201572 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.755937e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 201731 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.755938e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 201888 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.755934e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 202031 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.755933e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 202164 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.755931e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 202289 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.755928e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 202388 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.75593e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 202493 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.75593e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 202596 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.755926e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 202690 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.755926e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 202790 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.755922e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 202893 members 
Entering Unmasked Estep 
Score: -27559188.000000 Penalty: 6072.646484
	Iteration 155Q: 3 clusters Score -2.755919e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 202974 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.755917e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 203061 members 
Entering Unmasked Estep 
Score: -27559156.000000 Penalty: 6072.646484
	Iteration 157Q: 3 clusters Score -2.755916e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 203153 members 
Entering Unmasked Estep 
Score: -27559144.000000 Penalty: 6072.646484
	Iteration 158Q: 3 clusters Score -2.755914e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 203227 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.755916e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 203308 members 
Entering Unmasked Estep 
Score: -27559218.000000 Penalty: 6072.646484
	Iteration 160F: 3 clusters Score -2.755922e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 203389 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.755918e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.755921e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 203548 members 
Entering Unmasked Estep 
Score: -27559226.000000 Penalty: 6072.646484
	Iteration 163Q: 3 clusters Score -2.755923e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 203621 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.755924e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 203687 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.755922e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 203756 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.755925e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 203815 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.755923e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 203861 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.755921e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 203904 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.755921e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 203938 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.755922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 203970 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.755922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 204005 members 
Entering Unmasked Estep 
Score: -27559188.000000 Penalty: 6072.646484
	Iteration 172Q: 3 clusters Score -2.755919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 204038 members 
Entering Unmasked Estep 
Score: -27559186.000000 Penalty: 6072.646484
	Iteration 173Q: 3 clusters Score -2.755919e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 204069 members 
Entering Unmasked Estep 
Score: -27559196.000000 Penalty: 6072.646484
	Iteration 174Q: 3 clusters Score -2.75592e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 204106 members 
Entering Unmasked Estep 
Score: -27559194.000000 Penalty: 6072.646484
	Iteration 175Q: 3 clusters Score -2.755919e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 204143 members 
Entering Unmasked Estep 
Score: -27559182.000000 Penalty: 6072.646484
	Iteration 176Q: 3 clusters Score -2.755918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 204171 members 
Entering Unmasked Estep 
Score: -27559186.000000 Penalty: 6072.646484
	Iteration 177Q: 3 clusters Score -2.755919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 204194 members 
Entering Unmasked Estep 
Score: -27559178.000000 Penalty: 6072.646484
	Iteration 178Q: 3 clusters Score -2.755918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 204212 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.755919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 204234 members 
Entering Unmasked Estep 
Score: -27559190.000000 Penalty: 6072.646484
	Iteration 180F: 3 clusters Score -2.755919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 204252 members 
Entering Unmasked Estep 
Score: -27559154.000000 Penalty: 6072.646484
	Iteration 181Q: 3 clusters Score -2.755915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 204271 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.755918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 204291 members 
Entering Unmasked Estep 
Score: -27559156.000000 Penalty: 6072.646484
	Iteration 183Q: 3 clusters Score -2.755916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 204309 members 
Entering Unmasked Estep 
Score: -27559174.000000 Penalty: 6072.646484
	Iteration 184Q: 3 clusters Score -2.755917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 204323 members 
Entering Unmasked Estep 
Score: -27559182.000000 Penalty: 6072.646484
	Iteration 185Q: 3 clusters Score -2.755918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 204344 members 
Entering Unmasked Estep 
Score: -27559140.000000 Penalty: 6072.646484
	Iteration 186Q: 3 clusters Score -2.755914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 204364 members 
Entering Unmasked Estep 
Score: -27559146.000000 Penalty: 6072.646484
	Iteration 187Q: 3 clusters Score -2.755915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 204377 members 
Entering Unmasked Estep 
Score: -27559142.000000 Penalty: 6072.646484
	Iteration 188Q: 3 clusters Score -2.755914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 204392 members 
Entering Unmasked Estep 
Score: -27559128.000000 Penalty: 6072.646484
	Iteration 189Q: 3 clusters Score -2.755913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 204410 members 
Entering Unmasked Estep 
Score: -27559130.000000 Penalty: 6072.646484
	Iteration 190Q: 3 clusters Score -2.755913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 204430 members 
Entering Unmasked Estep 
Score: -27559124.000000 Penalty: 6072.646484
	Iteration 191Q: 3 clusters Score -2.755912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 204455 members 
Entering Unmasked Estep 
Score: -27559148.000000 Penalty: 6072.646484
	Iteration 192Q: 3 clusters Score -2.755915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 204481 members 
Entering Unmasked Estep 
Score: -27559132.000000 Penalty: 6072.646484
	Iteration 193Q: 3 clusters Score -2.755913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 204508 members 
Entering Unmasked Estep 
Score: -27559126.000000 Penalty: 6072.646484
	Iteration 194Q: 3 clusters Score -2.755913e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 204530 members 
Entering Unmasked Estep 
Score: -27559120.000000 Penalty: 6072.646484
	Iteration 195Q: 3 clusters Score -2.755912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 204552 members 
Entering Unmasked Estep 
Score: -27559118.000000 Penalty: 6072.646484
	Iteration 196Q: 3 clusters Score -2.755912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 204575 members 
Entering Unmasked Estep 
Score: -27559118.000000 Penalty: 6072.646484
	Iteration 197Q: 3 clusters Score -2.755912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 204591 members 
Entering Unmasked Estep 
Score: -27559120.000000 Penalty: 6072.646484
	Iteration 198Q: 3 clusters Score -2.755912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 204604 members 
Entering Unmasked Estep 
Score: -27559110.000000 Penalty: 6072.646484
	Iteration 199Q: 3 clusters Score -2.755911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 204618 members 
Entering Unmasked Estep 
Score: -27559106.000000 Penalty: 6072.646484
	Iteration 200F: 3 clusters Score -2.755911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 204624 members 
Entering Unmasked Estep 
Score: -27559120.000000 Penalty: 6072.646484
	Iteration 201Q: 3 clusters Score -2.755912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 204633 members 
Entering Unmasked Estep 
Score: -27559098.000000 Penalty: 6072.646484
	Iteration 202Q: 3 clusters Score -2.75591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 204637 members 
Entering Unmasked Estep 
Score: -27559114.000000 Penalty: 6072.646484
	Iteration 203Q: 3 clusters Score -2.755911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 204645 members 
Entering Unmasked Estep 
Score: -27559108.000000 Penalty: 6072.646484
	Iteration 204Q: 3 clusters Score -2.755911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 204657 members 
Entering Unmasked Estep 
Score: -27559104.000000 Penalty: 6072.646484
	Iteration 205Q: 3 clusters Score -2.75591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 204668 members 
Entering Unmasked Estep 
Score: -27559102.000000 Penalty: 6072.646484
	Iteration 206Q: 3 clusters Score -2.75591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 204679 members 
Entering Unmasked Estep 
Score: -27559096.000000 Penalty: 6072.646484
	Iteration 207Q: 3 clusters Score -2.75591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 204687 members 
Entering Unmasked Estep 
Score: -27559096.000000 Penalty: 6072.646484
	Iteration 208Q: 3 clusters Score -2.75591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 204694 members 
Entering Unmasked Estep 
Score: -27559090.000000 Penalty: 6072.646484
	Iteration 209Q: 3 clusters Score -2.755909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 204706 members 
Entering Unmasked Estep 
Score: -27559106.000000 Penalty: 6072.646484
	Iteration 210Q: 3 clusters Score -2.755911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 204715 members 
Entering Unmasked Estep 
Score: -27559090.000000 Penalty: 6072.646484
	Iteration 211Q: 3 clusters Score -2.755909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 204722 members 
Entering Unmasked Estep 
Score: -27559072.000000 Penalty: 6072.646484
	Iteration 212Q: 3 clusters Score -2.755907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 204732 members 
Entering Unmasked Estep 
Score: -27559088.000000 Penalty: 6072.646484
	Iteration 213Q: 3 clusters Score -2.755909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 204741 members 
Entering Unmasked Estep 
Score: -27559086.000000 Penalty: 6072.646484
	Iteration 214Q: 3 clusters Score -2.755909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 204749 members 
Entering Unmasked Estep 
Score: -27559088.000000 Penalty: 6072.646484
	Iteration 215Q: 3 clusters Score -2.755909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 204758 members 
Entering Unmasked Estep 
Score: -27559088.000000 Penalty: 6072.646484
	Iteration 216Q: 3 clusters Score -2.755909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 204765 members 
Entering Unmasked Estep 
Score: -27559094.000000 Penalty: 6072.646484
	Iteration 217Q: 3 clusters Score -2.755909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 204776 members 
Entering Unmasked Estep 
Score: -27559088.000000 Penalty: 6072.646484
	Iteration 218Q: 3 clusters Score -2.755909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 204785 members 
Entering Unmasked Estep 
Score: -27559094.000000 Penalty: 6072.646484
	Iteration 219Q: 3 clusters Score -2.755909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 204797 members 
Entering Unmasked Estep 
Score: -27559064.000000 Penalty: 6072.646484
	Iteration 220F: 3 clusters Score -2.755906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 204809 members 
Entering Unmasked Estep 
Score: -27559048.000000 Penalty: 6072.646484
	Iteration 221Q: 3 clusters Score -2.755905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 204822 members 
Entering Unmasked Estep 
Score: -27559038.000000 Penalty: 6072.646484
	Iteration 222Q: 3 clusters Score -2.755904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 204837 members 
Entering Unmasked Estep 
Score: -27559044.000000 Penalty: 6072.646484
	Iteration 223Q: 3 clusters Score -2.755904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 204852 members 
Entering Unmasked Estep 
Score: -27559050.000000 Penalty: 6072.646484
	Iteration 224Q: 3 clusters Score -2.755905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 204862 members 
Entering Unmasked Estep 
Score: -27559044.000000 Penalty: 6072.646484
	Iteration 225Q: 3 clusters Score -2.755904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 204869 members 
Entering Unmasked Estep 
Score: -27559040.000000 Penalty: 6072.646484
	Iteration 226Q: 3 clusters Score -2.755904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 204875 members 
Entering Unmasked Estep 
Score: -27559042.000000 Penalty: 6072.646484
	Iteration 227Q: 3 clusters Score -2.755904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 204880 members 
Entering Unmasked Estep 
Score: -27559044.000000 Penalty: 6072.646484
	Iteration 228Q: 3 clusters Score -2.755904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 204885 members 
Entering Unmasked Estep 
Score: -27559064.000000 Penalty: 6072.646484
	Iteration 229Q: 3 clusters Score -2.755906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 204894 members 
Entering Unmasked Estep 
Score: -27559070.000000 Penalty: 6072.646484
	Iteration 230Q: 3 clusters Score -2.755907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 204904 members 
Entering Unmasked Estep 
Score: -27559072.000000 Penalty: 6072.646484
	Iteration 231Q: 3 clusters Score -2.755907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 204912 members 
Entering Unmasked Estep 
Score: -27559090.000000 Penalty: 6072.646484
	Iteration 232Q: 3 clusters Score -2.755909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 204929 members 
Entering Unmasked Estep 
Score: -27559050.000000 Penalty: 6072.646484
	Iteration 233Q: 3 clusters Score -2.755905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 204941 members 
Entering Unmasked Estep 
Score: -27559052.000000 Penalty: 6072.646484
	Iteration 234Q: 3 clusters Score -2.755905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 204944 members 
Entering Unmasked Estep 
Score: -27559068.000000 Penalty: 6072.646484
	Iteration 235Q: 3 clusters Score -2.755907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 204945 members 
Entering Unmasked Estep 
Score: -27559064.000000 Penalty: 6072.646484
	Iteration 236Q: 3 clusters Score -2.755906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 204945 members 
Entering Unmasked Estep 
Score: -27559064.000000 Penalty: 6072.646484
	Iteration 237F: 3 clusters Score -2.755906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Entering Unmasked Estep 
Score: -1817790.500000 Penalty: 2358.277832
	Iteration 0F: 2 clusters Score -1817790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1807981.750000 Penalty: 4716.555664
	Iteration 0F: 3 clusters Score -1807982 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1811013.625000 Penalty: 4716.555664
	Iteration 1F: 3 clusters Score -1811014 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1811368.250000 Penalty: 4716.555664
	Iteration 2F: 3 clusters Score -1811368 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1811716.875000 Penalty: 4716.555664
	Iteration 3F: 3 clusters Score -1811717 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1812087.375000 Penalty: 4716.555664
	Iteration 4Q: 3 clusters Score -1812087 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1812599.625000 Penalty: 4716.555664
	Iteration 5F: 3 clusters Score -1812600 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1813237.625000 Penalty: 4716.555664
	Iteration 6F: 3 clusters Score -1813238 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1813991.000000 Penalty: 4716.555664
	Iteration 7F: 3 clusters Score -1813991 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1814788.000000 Penalty: 4716.555664
	Iteration 8F: 3 clusters Score -1814788 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1815358.125000 Penalty: 4716.555664
	Iteration 9F: 3 clusters Score -1815358 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1815739.375000 Penalty: 4716.555664
	Iteration 10Q: 3 clusters Score -1815739 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1815973.750000 Penalty: 4716.555664
	Iteration 11Q: 3 clusters Score -1815974 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1816133.250000 Penalty: 4716.555664
	Iteration 12Q: 3 clusters Score -1816133 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1816257.750000 Penalty: 4716.555664
	Iteration 13Q: 3 clusters Score -1816258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1816350.375000 Penalty: 4716.555664
	Iteration 14Q: 3 clusters Score -1816350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1816422.500000 Penalty: 4716.555664
	Iteration 15Q: 3 clusters Score -1816422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1816483.500000 Penalty: 4716.555664
	Iteration 16Q: 3 clusters Score -1816484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1816524.875000 Penalty: 4716.555664
	Iteration 17Q: 3 clusters Score -1816525 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1816566.375000 Penalty: 4716.555664
	Iteration 18Q: 3 clusters Score -1816566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1816577.375000 Penalty: 4716.555664
	Iteration 19Q: 3 clusters Score -1816577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1816589.875000 Penalty: 4716.555664
	Iteration 20F: 3 clusters Score -1816590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1816603.500000 Penalty: 4716.555664
	Iteration 21Q: 3 clusters Score -1816604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1816608.750000 Penalty: 4716.555664
	Iteration 22Q: 3 clusters Score -1816609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1816614.250000 Penalty: 4716.555664
	Iteration 23Q: 3 clusters Score -1816614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1816617.625000 Penalty: 4716.555664
	Iteration 24Q: 3 clusters Score -1816618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1816621.875000 Penalty: 4716.555664
	Iteration 25Q: 3 clusters Score -1816622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1816625.625000 Penalty: 4716.555664
	Iteration 26Q: 3 clusters Score -1816626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1816625.250000 Penalty: 4716.555664
	Iteration 27Q: 3 clusters Score -1816625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1816626.875000 Penalty: 4716.555664
	Iteration 28Q: 3 clusters Score -1816627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1816628.000000 Penalty: 4716.555664
	Iteration 29Q: 3 clusters Score -1816628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1816630.375000 Penalty: 4716.555664
	Iteration 30Q: 3 clusters Score -1816630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1816630.750000 Penalty: 4716.555664
	Iteration 31Q: 3 clusters Score -1816631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1816633.000000 Penalty: 4716.555664
	Iteration 32Q: 3 clusters Score -1816633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1816634.250000 Penalty: 4716.555664
	Iteration 33Q: 3 clusters Score -1816634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1816636.625000 Penalty: 4716.555664
	Iteration 34Q: 3 clusters Score -1816637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1816637.750000 Penalty: 4716.555664
	Iteration 35Q: 3 clusters Score -1816638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1816636.875000 Penalty: 4716.555664
	Iteration 36Q: 3 clusters Score -1816637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1816638.125000 Penalty: 4716.555664
	Iteration 37Q: 3 clusters Score -1816638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1816639.750000 Penalty: 4716.555664
	Iteration 38Q: 3 clusters Score -1816640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1816642.000000 Penalty: 4716.555664
	Iteration 39Q: 3 clusters Score -1816642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1816638.500000 Penalty: 4716.555664
	Iteration 40F: 3 clusters Score -1816638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1816640.125000 Penalty: 4716.555664
	Iteration 41Q: 3 clusters Score -1816640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1816642.000000 Penalty: 4716.555664
	Iteration 42Q: 3 clusters Score -1816642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1816642.000000 Penalty: 4716.555664
	Iteration 43F: 3 clusters Score -1816642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Entering Unmasked Estep 
Score: -5679517.500000 Penalty: 2649.638916
	Iteration 0F: 2 clusters Score -5679518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5650013.500000 Penalty: 5299.277832
	Iteration 0F: 3 clusters Score -5650014 nChanged 20092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5660944.000000 Penalty: 5299.277832
	Iteration 1F: 3 clusters Score -5660944 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -5661488.500000 Penalty: 5299.277832
	Iteration 2Q: 3 clusters Score -5661488 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -5662093.500000 Penalty: 5299.277832
	Iteration 3Q: 3 clusters Score -5662094 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -5662805.500000 Penalty: 5299.277832
	Iteration 4Q: 3 clusters Score -5662806 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -5663980.500000 Penalty: 5299.277832
	Iteration 5F: 3 clusters Score -5663980 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5665807.000000 Penalty: 5299.277832
	Iteration 6F: 3 clusters Score -5665807 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -5668319.500000 Penalty: 5299.277832
	Iteration 7F: 3 clusters Score -5668320 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -5671251.000000 Penalty: 5299.277832
	Iteration 8F: 3 clusters Score -5671251 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5673764.000000 Penalty: 5299.277832
	Iteration 9F: 3 clusters Score -5673764 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5675455.000000 Penalty: 5299.277832
	Iteration 10Q: 3 clusters Score -5675455 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5676413.500000 Penalty: 5299.277832
	Iteration 11Q: 3 clusters Score -5676414 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5676878.000000 Penalty: 5299.277832
	Iteration 12Q: 3 clusters Score -5676878 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5677089.500000 Penalty: 5299.277832
	Iteration 13Q: 3 clusters Score -5677090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5677198.000000 Penalty: 5299.277832
	Iteration 14Q: 3 clusters Score -5677198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5677277.500000 Penalty: 5299.277832
	Iteration 15Q: 3 clusters Score -5677278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5677339.500000 Penalty: 5299.277832
	Iteration 16Q: 3 clusters Score -5677340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5677373.500000 Penalty: 5299.277832
	Iteration 17Q: 3 clusters Score -5677374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5677403.000000 Penalty: 5299.277832
	Iteration 18Q: 3 clusters Score -5677403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5677423.500000 Penalty: 5299.277832
	Iteration 19Q: 3 clusters Score -5677424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5677434.500000 Penalty: 5299.277832
	Iteration 20F: 3 clusters Score -5677434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5677446.500000 Penalty: 5299.277832
	Iteration 21Q: 3 clusters Score -5677446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5677455.500000 Penalty: 5299.277832
	Iteration 22Q: 3 clusters Score -5677456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5677467.000000 Penalty: 5299.277832
	Iteration 23Q: 3 clusters Score -5677467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5677470.500000 Penalty: 5299.277832
	Iteration 24Q: 3 clusters Score -5677470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5677474.000000 Penalty: 5299.277832
	Iteration 25Q: 3 clusters Score -5677474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5677475.000000 Penalty: 5299.277832
	Iteration 26Q: 3 clusters Score -5677475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5677475.000000 Penalty: 5299.277832
	Iteration 27Q: 3 clusters Score -5677475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5677482.500000 Penalty: 5299.277832
	Iteration 28Q: 3 clusters Score -5677482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5677491.500000 Penalty: 5299.277832
	Iteration 29Q: 3 clusters Score -5677492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5677497.000000 Penalty: 5299.277832
	Iteration 30Q: 3 clusters Score -5677497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5677497.000000 Penalty: 5299.277832
	Iteration 31Q: 3 clusters Score -5677497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5677499.000000 Penalty: 5299.277832
	Iteration 32Q: 3 clusters Score -5677499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5677500.000000 Penalty: 5299.277832
	Iteration 33Q: 3 clusters Score -5677500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5677510.000000 Penalty: 5299.277832
	Iteration 34Q: 3 clusters Score -5677510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5677510.000000 Penalty: 5299.277832
	Iteration 35Q: 3 clusters Score -5677510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5677513.000000 Penalty: 5299.277832
	Iteration 36Q: 3 clusters Score -5677513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5677513.000000 Penalty: 5299.277832
	Iteration 37F: 3 clusters Score -5677513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Entering Unmasked Estep 
Score: -2720833.750000 Penalty: 2476.010742
	Iteration 0F: 2 clusters Score -2720834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2705737.500000 Penalty: 4952.021484
	Iteration 0F: 3 clusters Score -2705738 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2710700.500000 Penalty: 4952.021484
	Iteration 1F: 3 clusters Score -2710700 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2711225.250000 Penalty: 4952.021484
	Iteration 2F: 3 clusters Score -2711225 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2711812.000000 Penalty: 4952.021484
	Iteration 3F: 3 clusters Score -2711812 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2712480.500000 Penalty: 4952.021484
	Iteration 4F: 3 clusters Score -2712480 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2713193.250000 Penalty: 4952.021484
	Iteration 5F: 3 clusters Score -2713193 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2713932.000000 Penalty: 4952.021484
	Iteration 6F: 3 clusters Score -2713932 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2714648.500000 Penalty: 4952.021484
	Iteration 7F: 3 clusters Score -2714648 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2715317.000000 Penalty: 4952.021484
	Iteration 8Q: 3 clusters Score -2715317 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2715917.500000 Penalty: 4952.021484
	Iteration 9Q: 3 clusters Score -2715918 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2716452.750000 Penalty: 4952.021484
	Iteration 10Q: 3 clusters Score -2716453 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2716908.000000 Penalty: 4952.021484
	Iteration 11Q: 3 clusters Score -2716908 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2717314.000000 Penalty: 4952.021484
	Iteration 12Q: 3 clusters Score -2717314 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2717660.000000 Penalty: 4952.021484
	Iteration 13Q: 3 clusters Score -2717660 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2717913.000000 Penalty: 4952.021484
	Iteration 14Q: 3 clusters Score -2717913 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2718117.750000 Penalty: 4952.021484
	Iteration 15Q: 3 clusters Score -2718118 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2718281.000000 Penalty: 4952.021484
	Iteration 16Q: 3 clusters Score -2718281 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2718379.000000 Penalty: 4952.021484
	Iteration 17Q: 3 clusters Score -2718379 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2718453.750000 Penalty: 4952.021484
	Iteration 18Q: 3 clusters Score -2718454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2718507.000000 Penalty: 4952.021484
	Iteration 19Q: 3 clusters Score -2718507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2718553.000000 Penalty: 4952.021484
	Iteration 20F: 3 clusters Score -2718553 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2718598.750000 Penalty: 4952.021484
	Iteration 21Q: 3 clusters Score -2718599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2718631.000000 Penalty: 4952.021484
	Iteration 22Q: 3 clusters Score -2718631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2718658.500000 Penalty: 4952.021484
	Iteration 23Q: 3 clusters Score -2718658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2718664.250000 Penalty: 4952.021484
	Iteration 24Q: 3 clusters Score -2718664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2718672.500000 Penalty: 4952.021484
	Iteration 25Q: 3 clusters Score -2718672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2718674.750000 Penalty: 4952.021484
	Iteration 26Q: 3 clusters Score -2718675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2718676.250000 Penalty: 4952.021484
	Iteration 27Q: 3 clusters Score -2718676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2718682.000000 Penalty: 4952.021484
	Iteration 28Q: 3 clusters Score -2718682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2718683.250000 Penalty: 4952.021484
	Iteration 29Q: 3 clusters Score -2718683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2718682.000000 Penalty: 4952.021484
	Iteration 30Q: 3 clusters Score -2718682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2718683.000000 Penalty: 4952.021484
	Iteration 31Q: 3 clusters Score -2718683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2718684.000000 Penalty: 4952.021484
	Iteration 32Q: 3 clusters Score -2718684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2718686.250000 Penalty: 4952.021484
	Iteration 33Q: 3 clusters Score -2718686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2718686.750000 Penalty: 4952.021484
	Iteration 34Q: 3 clusters Score -2718687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2718687.750000 Penalty: 4952.021484
	Iteration 35Q: 3 clusters Score -2718688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2718688.250000 Penalty: 4952.021484
	Iteration 36Q: 3 clusters Score -2718688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2718688.250000 Penalty: 4952.021484
	Iteration 37F: 3 clusters Score -2718688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -263303.312500 Penalty: 1887.368774
	Iteration 0F: 2 clusters Score -263303.3 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 1028 members 
Entering Unmasked Estep 
Score: -260650.500000 Penalty: 3774.737549
	Iteration 0F: 3 clusters Score -260650.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -261103.843750 Penalty: 3774.737549
	Iteration 1F: 3 clusters Score -261103.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261252.421875 Penalty: 3774.737549
	Iteration 2F: 3 clusters Score -261252.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -261345.859375 Penalty: 3774.737549
	Iteration 3Q: 3 clusters Score -261345.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -261410.687500 Penalty: 3774.737549
	Iteration 4Q: 3 clusters Score -261410.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -261448.875000 Penalty: 3774.737549
	Iteration 5Q: 3 clusters Score -261448.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -261488.890625 Penalty: 3774.737549
	Iteration 6Q: 3 clusters Score -261488.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -261526.031250 Penalty: 3774.737549
	Iteration 7Q: 3 clusters Score -261526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -261565.687500 Penalty: 3774.737549
	Iteration 8Q: 3 clusters Score -261565.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -261611.906250 Penalty: 3774.737549
	Iteration 9Q: 3 clusters Score -261611.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -261662.781250 Penalty: 3774.737549
	Iteration 10Q: 3 clusters Score -261662.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -261716.687500 Penalty: 3774.737549
	Iteration 11Q: 3 clusters Score -261716.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -261775.890625 Penalty: 3774.737549
	Iteration 12Q: 3 clusters Score -261775.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261832.109375 Penalty: 3774.737549
	Iteration 13Q: 3 clusters Score -261832.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -261891.546875 Penalty: 3774.737549
	Iteration 14Q: 3 clusters Score -261891.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -261991.703125 Penalty: 3774.737549
	Iteration 15Q: 3 clusters Score -261991.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -262086.390625 Penalty: 3774.737549
	Iteration 16Q: 3 clusters Score -262086.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -262166.343750 Penalty: 3774.737549
	Iteration 17Q: 3 clusters Score -262166.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262221.531250 Penalty: 3774.737549
	Iteration 18Q: 3 clusters Score -262221.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -262254.937500 Penalty: 3774.737549
	Iteration 19Q: 3 clusters Score -262254.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -262285.937500 Penalty: 3774.737549
	Iteration 20F: 3 clusters Score -262285.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -262310.750000 Penalty: 3774.737549
	Iteration 21Q: 3 clusters Score -262310.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -262323.250000 Penalty: 3774.737549
	Iteration 22Q: 3 clusters Score -262323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -262328.125000 Penalty: 3774.737549
	Iteration 23Q: 3 clusters Score -262328.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -262337.968750 Penalty: 3774.737549
	Iteration 24Q: 3 clusters Score -262338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -262342.531250 Penalty: 3774.737549
	Iteration 25Q: 3 clusters Score -262342.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -262348.343750 Penalty: 3774.737549
	Iteration 26Q: 3 clusters Score -262348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -262352.281250 Penalty: 3774.737549
	Iteration 27Q: 3 clusters Score -262352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -262353.937500 Penalty: 3774.737549
	Iteration 28Q: 3 clusters Score -262353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -262355.218750 Penalty: 3774.737549
	Iteration 29Q: 3 clusters Score -262355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -262357.875000 Penalty: 3774.737549
	Iteration 30Q: 3 clusters Score -262357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -262359.875000 Penalty: 3774.737549
	Iteration 31Q: 3 clusters Score -262359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -262363.562500 Penalty: 3774.737549
	Iteration 32Q: 3 clusters Score -262363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -262367.125000 Penalty: 3774.737549
	Iteration 33Q: 3 clusters Score -262367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -262372.031250 Penalty: 3774.737549
	Iteration 34Q: 3 clusters Score -262372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -262378.062500 Penalty: 3774.737549
	Iteration 35Q: 3 clusters Score -262378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -262388.437500 Penalty: 3774.737549
	Iteration 36Q: 3 clusters Score -262388.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -262398.687500 Penalty: 3774.737549
	Iteration 37Q: 3 clusters Score -262398.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -262404.062500 Penalty: 3774.737549
	Iteration 38Q: 3 clusters Score -262404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -262408.781250 Penalty: 3774.737549
	Iteration 39Q: 3 clusters Score -262408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -262412.468750 Penalty: 3774.737549
	Iteration 40F: 3 clusters Score -262412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -262413.468750 Penalty: 3774.737549
	Iteration 41Q: 3 clusters Score -262413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -262415.093750 Penalty: 3774.737549
	Iteration 42Q: 3 clusters Score -262415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -262420.281250 Penalty: 3774.737549
	Iteration 43Q: 3 clusters Score -262420.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -262425.343750 Penalty: 3774.737549
	Iteration 44Q: 3 clusters Score -262425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -262430.250000 Penalty: 3774.737549
	Iteration 45Q: 3 clusters Score -262430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -262433.093750 Penalty: 3774.737549
	Iteration 46Q: 3 clusters Score -262433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -262435.312500 Penalty: 3774.737549
	Iteration 47Q: 3 clusters Score -262435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -262437.468750 Penalty: 3774.737549
	Iteration 48Q: 3 clusters Score -262437.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -262441.937500 Penalty: 3774.737549
	Iteration 49Q: 3 clusters Score -262441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -262446.218750 Penalty: 3774.737549
	Iteration 50Q: 3 clusters Score -262446.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -262448.875000 Penalty: 3774.737549
	Iteration 51Q: 3 clusters Score -262448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -262451.250000 Penalty: 3774.737549
	Iteration 52Q: 3 clusters Score -262451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -262454.593750 Penalty: 3774.737549
	Iteration 53Q: 3 clusters Score -262454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -262454.593750 Penalty: 3774.737549
	Iteration 54F: 3 clusters Score -262454.6 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: -86653.804688 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -86653.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84957.492188 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -84957.49 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85467.007812 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -85467.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85780.445312 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -85780.45 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85960.132812 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -85960.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -86142.484375 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -86142.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -86289.929688 Penalty: 3313.704102
	Iteration 5F: 3 clusters Score -86289.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -86356.554688 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -86356.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -86396.570312 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -86396.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -86415.835938 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -86415.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -86423.406250 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -86423.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -86426.703125 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -86426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -86433.460938 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -86433.46 nChanged 3
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: -86441.960938 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -86441.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -86448.007812 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -86448.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -86449.359375 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -86449.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -86451.296875 Penalty: 3313.704102
	Iteration 15Q: 3 clusters Score -86451.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -86451.296875 Penalty: 3313.704102
	Iteration 16F: 3 clusters Score -86451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Entering Unmasked Estep 
Score: -2282686.250000 Penalty: 2414.194336
	Iteration 0F: 2 clusters Score -2282686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2270580.500000 Penalty: 4828.388672
	Iteration 0F: 3 clusters Score -2270580 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2274390.750000 Penalty: 4828.388672
	Iteration 1F: 3 clusters Score -2274391 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2274703.000000 Penalty: 4828.388672
	Iteration 2F: 3 clusters Score -2274703 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2274954.250000 Penalty: 4828.388672
	Iteration 3Q: 3 clusters Score -2274954 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2275147.500000 Penalty: 4828.388672
	Iteration 4Q: 3 clusters Score -2275148 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2275326.250000 Penalty: 4828.388672
	Iteration 5Q: 3 clusters Score -2275326 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2275475.500000 Penalty: 4828.388672
	Iteration 6Q: 3 clusters Score -2275476 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2275621.250000 Penalty: 4828.388672
	Iteration 7Q: 3 clusters Score -2275621 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2275774.000000 Penalty: 4828.388672
	Iteration 8Q: 3 clusters Score -2275774 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2275933.000000 Penalty: 4828.388672
	Iteration 9Q: 3 clusters Score -2275933 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2276138.250000 Penalty: 4828.388672
	Iteration 10Q: 3 clusters Score -2276138 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2276331.000000 Penalty: 4828.388672
	Iteration 11Q: 3 clusters Score -2276331 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2276555.000000 Penalty: 4828.388672
	Iteration 12Q: 3 clusters Score -2276555 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2276807.000000 Penalty: 4828.388672
	Iteration 13Q: 3 clusters Score -2276807 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2277059.750000 Penalty: 4828.388672
	Iteration 14Q: 3 clusters Score -2277060 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2277294.250000 Penalty: 4828.388672
	Iteration 15Q: 3 clusters Score -2277294 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2277525.000000 Penalty: 4828.388672
	Iteration 16Q: 3 clusters Score -2277525 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2277749.500000 Penalty: 4828.388672
	Iteration 17Q: 3 clusters Score -2277750 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2277964.250000 Penalty: 4828.388672
	Iteration 18Q: 3 clusters Score -2277964 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2278158.750000 Penalty: 4828.388672
	Iteration 19Q: 3 clusters Score -2278159 nChanged 430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2278320 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2278486 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2278641 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2278788 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2278901 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2279009.000000 Penalty: 4828.388672
	Iteration 25Q: 3 clusters Score -2279009 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2279098 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2279170 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2279220.250000 Penalty: 4828.388672
	Iteration 28Q: 3 clusters Score -2279220 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2279264 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2279316 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2279351 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2279385 nChanged 121
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Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2279415 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2279432 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2279448 nChanged 79
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Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2279467 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2279492 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2279504 nChanged 69
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Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2279514 nChanged 73
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Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2279538 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2279554 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2279565 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2279590 nChanged 77
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Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2279603 nChanged 61
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Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2279612 nChanged 64
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Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2279615 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5315 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2279626 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2279636 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2279652 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2279650 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2279656 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2279661 nChanged 36
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Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2279666 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2279676 nChanged 38
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Mstep: Class 1 contains 5100 members 
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	Iteration 55Q: 3 clusters Score -2279678 nChanged 34
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Mstep: Class 1 contains 5076 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2279691 nChanged 33
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Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2279694 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5026 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2279701 nChanged 27
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2279706 nChanged 28
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Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2279712 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2279716 nChanged 22
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Mstep: Class 1 contains 4941 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2279724 nChanged 29
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Mstep: Class 1 contains 4924 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2279728 nChanged 35
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Mstep: Class 1 contains 4897 members 
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	Iteration 64Q: 3 clusters Score -2279733 nChanged 31
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Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 12025 members 
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	Iteration 65Q: 3 clusters Score -2279739 nChanged 37
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Mstep: Class 1 contains 4837 members 
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	Iteration 66Q: 3 clusters Score -2279744 nChanged 41
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Mstep: Class 1 contains 4802 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2279750 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4764 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2279762 nChanged 49
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Mstep: Class 1 contains 4725 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2279768 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4684 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2279773 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4647 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2279781 nChanged 46
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Mstep: Class 1 contains 4611 members 
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	Iteration 72Q: 3 clusters Score -2279784 nChanged 50
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Mstep: Class 1 contains 4577 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2279794 nChanged 52
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Mstep: Class 1 contains 4539 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2279811 nChanged 60
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Mstep: Class 1 contains 4495 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2279830 nChanged 80
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Mstep: Class 1 contains 4429 members 
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	Iteration 76Q: 3 clusters Score -2279846 nChanged 77
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Mstep: Class 1 contains 4376 members 
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	Iteration 77Q: 3 clusters Score -2279863 nChanged 71
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	Iteration 78Q: 3 clusters Score -2279878 nChanged 85
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Mstep: Class 1 contains 4260 members 
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	Iteration 79Q: 3 clusters Score -2279896 nChanged 79
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Mstep: Class 1 contains 4199 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2279920 nChanged 78
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Mstep: Class 1 contains 4133 members 
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	Iteration 81Q: 3 clusters Score -2279940 nChanged 72
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Mstep: Class 1 contains 4067 members 
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	Iteration 82Q: 3 clusters Score -2279958 nChanged 64
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	Iteration 83Q: 3 clusters Score -2279972 nChanged 58
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Mstep: Class 1 contains 3955 members 
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	Iteration 84Q: 3 clusters Score -2279984 nChanged 56
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Mstep: Class 1 contains 3905 members 
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	Iteration 85Q: 3 clusters Score -2279995 nChanged 45
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Mstep: Class 1 contains 3868 members 
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	Iteration 86Q: 3 clusters Score -2280000 nChanged 33
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	Iteration 87Q: 3 clusters Score -2280011 nChanged 39
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	Iteration 88Q: 3 clusters Score -2280018 nChanged 43
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Mstep: Class 1 contains 3767 members 
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Entering Unmasked Estep 
Score: -2280021.500000 Penalty: 4828.388672
	Iteration 89Q: 3 clusters Score -2280022 nChanged 35
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	Iteration 90Q: 3 clusters Score -2280026 nChanged 32
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Mstep: Class 1 contains 3704 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2280031 nChanged 30
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	Iteration 92Q: 3 clusters Score -2280040 nChanged 33
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Mstep: Class 1 contains 3645 members 
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	Iteration 93Q: 3 clusters Score -2280049 nChanged 38
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Mstep: Class 1 contains 3607 members 
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	Iteration 94Q: 3 clusters Score -2280059 nChanged 40
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	Iteration 95Q: 3 clusters Score -2280064 nChanged 44
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	Iteration 96Q: 3 clusters Score -2280075 nChanged 46
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	Iteration 97Q: 3 clusters Score -2280084 nChanged 55
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	Iteration 98Q: 3 clusters Score -2280083 nChanged 47
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	Iteration 99Q: 3 clusters Score -2280103 nChanged 47
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	Iteration 100F: 3 clusters Score -2280115 nChanged 41
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	Iteration 101Q: 3 clusters Score -2280126 nChanged 52
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	Iteration 102Q: 3 clusters Score -2280128 nChanged 38
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	Iteration 103Q: 3 clusters Score -2280137 nChanged 30
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	Iteration 104Q: 3 clusters Score -2280140 nChanged 33
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	Iteration 105Q: 3 clusters Score -2280150 nChanged 26
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2280154 nChanged 36
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	Iteration 107Q: 3 clusters Score -2280158 nChanged 35
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2280162 nChanged 31
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2280164 nChanged 37
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2280176 nChanged 34
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	Iteration 111Q: 3 clusters Score -2280176 nChanged 32
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	Iteration 112Q: 3 clusters Score -2280185 nChanged 38
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2280200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2280203.500000 Penalty: 4828.388672
	Iteration 114Q: 3 clusters Score -2280204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2280206.750000 Penalty: 4828.388672
	Iteration 115Q: 3 clusters Score -2280207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2280209.500000 Penalty: 4828.388672
	Iteration 116Q: 3 clusters Score -2280210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2280214.500000 Penalty: 4828.388672
	Iteration 117Q: 3 clusters Score -2280214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2280214.750000 Penalty: 4828.388672
	Iteration 118Q: 3 clusters Score -2280215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2280218.250000 Penalty: 4828.388672
	Iteration 119Q: 3 clusters Score -2280218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2280224.250000 Penalty: 4828.388672
	Iteration 120F: 3 clusters Score -2280224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2280221.250000 Penalty: 4828.388672
	Iteration 121Q: 3 clusters Score -2280221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2280228.500000 Penalty: 4828.388672
	Iteration 122Q: 3 clusters Score -2280228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2280236.250000 Penalty: 4828.388672
	Iteration 123Q: 3 clusters Score -2280236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2280241.500000 Penalty: 4828.388672
	Iteration 124Q: 3 clusters Score -2280242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2280249.750000 Penalty: 4828.388672
	Iteration 125Q: 3 clusters Score -2280250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2280256.250000 Penalty: 4828.388672
	Iteration 126Q: 3 clusters Score -2280256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2280267.250000 Penalty: 4828.388672
	Iteration 127Q: 3 clusters Score -2280267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2280276.500000 Penalty: 4828.388672
	Iteration 128Q: 3 clusters Score -2280276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2280288.500000 Penalty: 4828.388672
	Iteration 129Q: 3 clusters Score -2280288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2280295.500000 Penalty: 4828.388672
	Iteration 130Q: 3 clusters Score -2280296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2280309.000000 Penalty: 4828.388672
	Iteration 131Q: 3 clusters Score -2280309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2280316.500000 Penalty: 4828.388672
	Iteration 132Q: 3 clusters Score -2280316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2280325.250000 Penalty: 4828.388672
	Iteration 133Q: 3 clusters Score -2280325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2280335.250000 Penalty: 4828.388672
	Iteration 134Q: 3 clusters Score -2280335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2280339.000000 Penalty: 4828.388672
	Iteration 135Q: 3 clusters Score -2280339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2280341.250000 Penalty: 4828.388672
	Iteration 136Q: 3 clusters Score -2280341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2280342.500000 Penalty: 4828.388672
	Iteration 137Q: 3 clusters Score -2280342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2280342.750000 Penalty: 4828.388672
	Iteration 138Q: 3 clusters Score -2280343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2280346.250000 Penalty: 4828.388672
	Iteration 139Q: 3 clusters Score -2280346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2280347.750000 Penalty: 4828.388672
	Iteration 140F: 3 clusters Score -2280348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2280353.500000 Penalty: 4828.388672
	Iteration 141Q: 3 clusters Score -2280354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2280354.750000 Penalty: 4828.388672
	Iteration 142Q: 3 clusters Score -2280355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2280355.750000 Penalty: 4828.388672
	Iteration 143Q: 3 clusters Score -2280356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2280360.000000 Penalty: 4828.388672
	Iteration 144Q: 3 clusters Score -2280360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2280362.750000 Penalty: 4828.388672
	Iteration 145Q: 3 clusters Score -2280363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2280360.500000 Penalty: 4828.388672
	Iteration 146Q: 3 clusters Score -2280360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2280358.000000 Penalty: 4828.388672
	Iteration 147Q: 3 clusters Score -2280358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2280360.250000 Penalty: 4828.388672
	Iteration 148Q: 3 clusters Score -2280360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2280360.500000 Penalty: 4828.388672
	Iteration 149Q: 3 clusters Score -2280360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2280367.250000 Penalty: 4828.388672
	Iteration 150Q: 3 clusters Score -2280367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2280364.000000 Penalty: 4828.388672
	Iteration 151Q: 3 clusters Score -2280364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2280365.000000 Penalty: 4828.388672
	Iteration 152Q: 3 clusters Score -2280365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2280365.250000 Penalty: 4828.388672
	Iteration 153Q: 3 clusters Score -2280365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2280368.250000 Penalty: 4828.388672
	Iteration 154Q: 3 clusters Score -2280368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2280366.750000 Penalty: 4828.388672
	Iteration 155Q: 3 clusters Score -2280367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2280367.750000 Penalty: 4828.388672
	Iteration 156Q: 3 clusters Score -2280368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2280369.000000 Penalty: 4828.388672
	Iteration 157Q: 3 clusters Score -2280369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2280370.750000 Penalty: 4828.388672
	Iteration 158Q: 3 clusters Score -2280371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2280368.250000 Penalty: 4828.388672
	Iteration 159Q: 3 clusters Score -2280368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2280367.750000 Penalty: 4828.388672
	Iteration 160F: 3 clusters Score -2280368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2280368.000000 Penalty: 4828.388672
	Iteration 161Q: 3 clusters Score -2280368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2280370.750000 Penalty: 4828.388672
	Iteration 162Q: 3 clusters Score -2280371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2280374.500000 Penalty: 4828.388672
	Iteration 163Q: 3 clusters Score -2280374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2280373.750000 Penalty: 4828.388672
	Iteration 164Q: 3 clusters Score -2280374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2280378.250000 Penalty: 4828.388672
	Iteration 165Q: 3 clusters Score -2280378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2280373.750000 Penalty: 4828.388672
	Iteration 166Q: 3 clusters Score -2280374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2280374.500000 Penalty: 4828.388672
	Iteration 167Q: 3 clusters Score -2280374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2280378.750000 Penalty: 4828.388672
	Iteration 168Q: 3 clusters Score -2280379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2280381.750000 Penalty: 4828.388672
	Iteration 169Q: 3 clusters Score -2280382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2280379.250000 Penalty: 4828.388672
	Iteration 170Q: 3 clusters Score -2280379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2280382.500000 Penalty: 4828.388672
	Iteration 171Q: 3 clusters Score -2280382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2280385.500000 Penalty: 4828.388672
	Iteration 172Q: 3 clusters Score -2280386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2280387.250000 Penalty: 4828.388672
	Iteration 173Q: 3 clusters Score -2280387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2280391.500000 Penalty: 4828.388672
	Iteration 174Q: 3 clusters Score -2280392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2280392.000000 Penalty: 4828.388672
	Iteration 175Q: 3 clusters Score -2280392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2280396.500000 Penalty: 4828.388672
	Iteration 176Q: 3 clusters Score -2280396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2280402.250000 Penalty: 4828.388672
	Iteration 177Q: 3 clusters Score -2280402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2280403.250000 Penalty: 4828.388672
	Iteration 178Q: 3 clusters Score -2280403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2280411.750000 Penalty: 4828.388672
	Iteration 179Q: 3 clusters Score -2280412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2280413.250000 Penalty: 4828.388672
	Iteration 180F: 3 clusters Score -2280413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2280420.500000 Penalty: 4828.388672
	Iteration 181Q: 3 clusters Score -2280420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2280422.000000 Penalty: 4828.388672
	Iteration 182Q: 3 clusters Score -2280422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2280423.250000 Penalty: 4828.388672
	Iteration 183Q: 3 clusters Score -2280423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2280427.000000 Penalty: 4828.388672
	Iteration 184Q: 3 clusters Score -2280427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2280427.250000 Penalty: 4828.388672
	Iteration 185Q: 3 clusters Score -2280427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2280427.750000 Penalty: 4828.388672
	Iteration 186Q: 3 clusters Score -2280428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2280426.500000 Penalty: 4828.388672
	Iteration 187Q: 3 clusters Score -2280426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2280433.250000 Penalty: 4828.388672
	Iteration 188Q: 3 clusters Score -2280433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2280427.750000 Penalty: 4828.388672
	Iteration 189Q: 3 clusters Score -2280428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2280430.750000 Penalty: 4828.388672
	Iteration 190Q: 3 clusters Score -2280431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2280430.000000 Penalty: 4828.388672
	Iteration 191Q: 3 clusters Score -2280430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2280430.500000 Penalty: 4828.388672
	Iteration 192Q: 3 clusters Score -2280430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2280431.500000 Penalty: 4828.388672
	Iteration 193Q: 3 clusters Score -2280432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2280435.250000 Penalty: 4828.388672
	Iteration 194Q: 3 clusters Score -2280435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2280437.500000 Penalty: 4828.388672
	Iteration 195Q: 3 clusters Score -2280438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2280434.250000 Penalty: 4828.388672
	Iteration 196Q: 3 clusters Score -2280434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2280435.750000 Penalty: 4828.388672
	Iteration 197Q: 3 clusters Score -2280436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2280435.000000 Penalty: 4828.388672
	Iteration 198Q: 3 clusters Score -2280435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2280435.000000 Penalty: 4828.388672
	Iteration 199Q: 3 clusters Score -2280435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2280437.500000 Penalty: 4828.388672
	Iteration 200F: 3 clusters Score -2280438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2280437.750000 Penalty: 4828.388672
	Iteration 201Q: 3 clusters Score -2280438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2280437.750000 Penalty: 4828.388672
	Iteration 202F: 3 clusters Score -2280438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -74010.890625 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -74010.89 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: -72368.570312 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -72368.57 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72868.937500 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -72868.94 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73163.242188 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -73163.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73350.320312 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -73350.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73497.734375 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -73497.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73666.421875 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -73666.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73885.515625 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -73885.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73942.937500 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -73942.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73972.398438 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -73972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74003.804688 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -74003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74020.468750 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -74020.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74025.367188 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -74025.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74027.859375 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -74027.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74035.390625 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -74035.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74043.695312 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -74043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74044.976562 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -74044.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74044.976562 Penalty: 3237.867188
	Iteration 16F: 3 clusters Score -74044.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17168 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22841 members 
Mstep: Class 10 contains 19582 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196730 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4327 members 
Mstep: Class 16 contains 41496 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17475 members 
Mstep: Class 21 contains 207573 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43653 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16893 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34714 members 
Mstep: Class 34 contains 289 members 
Entering Unmasked Estep 
Score: -133250816.000000 Penalty: 116723.625000
Splitting cluster 28 changes total score from -133252592.000000 to -133250816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -417868.687500 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -417868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -414199.031250 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -414199 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -415027.718750 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -415027.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -415230.093750 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -415230.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -415371.968750 Penalty: 4067.207031
	Iteration 3F: 3 clusters Score -415372 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415467.531250 Penalty: 4067.207031
	Iteration 4Q: 3 clusters Score -415467.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -415547.781250 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -415547.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -415593.437500 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -415593.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -415633.125000 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -415633.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -415672.093750 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -415672.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -415711.437500 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -415711.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -415743.343750 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -415743.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -415771.093750 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -415771.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -415790.250000 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -415790.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -415804.437500 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -415804.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -415814.906250 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -415814.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -415824.343750 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -415824.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -415836.062500 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -415836.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -415846.156250 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -415846.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -415863.031250 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -415863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -415880.906250 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -415880.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -415891.062500 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -415891.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -415897.968750 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -415898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -415906.906250 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -415906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -415913.531250 Penalty: 4067.207031
	Iteration 23Q: 3 clusters Score -415913.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -415916.968750 Penalty: 4067.207031
	Iteration 24Q: 3 clusters Score -415917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -415920.625000 Penalty: 4067.207031
	Iteration 25Q: 3 clusters Score -415920.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -415925.125000 Penalty: 4067.207031
	Iteration 26Q: 3 clusters Score -415925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -415926.875000 Penalty: 4067.207031
	Iteration 27Q: 3 clusters Score -415926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -415929.093750 Penalty: 4067.207031
	Iteration 28Q: 3 clusters Score -415929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -415931.718750 Penalty: 4067.207031
	Iteration 29Q: 3 clusters Score -415931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -415933.156250 Penalty: 4067.207031
	Iteration 30Q: 3 clusters Score -415933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -415936.281250 Penalty: 4067.207031
	Iteration 31Q: 3 clusters Score -415936.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -415938.718750 Penalty: 4067.207031
	Iteration 32Q: 3 clusters Score -415938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -415941.718750 Penalty: 4067.207031
	Iteration 33Q: 3 clusters Score -415941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -415943.625000 Penalty: 4067.207031
	Iteration 34Q: 3 clusters Score -415943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -415944.781250 Penalty: 4067.207031
	Iteration 35Q: 3 clusters Score -415944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -415945.687500 Penalty: 4067.207031
	Iteration 36Q: 3 clusters Score -415945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -415949.156250 Penalty: 4067.207031
	Iteration 37Q: 3 clusters Score -415949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -415950.437500 Penalty: 4067.207031
	Iteration 38Q: 3 clusters Score -415950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -415952.375000 Penalty: 4067.207031
	Iteration 39Q: 3 clusters Score -415952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -415953.187500 Penalty: 4067.207031
	Iteration 40F: 3 clusters Score -415953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -415954.250000 Penalty: 4067.207031
	Iteration 41Q: 3 clusters Score -415954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -415956.718750 Penalty: 4067.207031
	Iteration 42Q: 3 clusters Score -415956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -415957.250000 Penalty: 4067.207031
	Iteration 43Q: 3 clusters Score -415957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -415958.312500 Penalty: 4067.207031
	Iteration 44Q: 3 clusters Score -415958.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -415961.156250 Penalty: 4067.207031
	Iteration 45Q: 3 clusters Score -415961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -415964.156250 Penalty: 4067.207031
	Iteration 46Q: 3 clusters Score -415964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -415965.812500 Penalty: 4067.207031
	Iteration 47Q: 3 clusters Score -415965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -415967.312500 Penalty: 4067.207031
	Iteration 48Q: 3 clusters Score -415967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -415968.250000 Penalty: 4067.207031
	Iteration 49Q: 3 clusters Score -415968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -415968.656250 Penalty: 4067.207031
	Iteration 50Q: 3 clusters Score -415968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -415970.750000 Penalty: 4067.207031
	Iteration 51Q: 3 clusters Score -415970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -415971.656250 Penalty: 4067.207031
	Iteration 52Q: 3 clusters Score -415971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -415972.531250 Penalty: 4067.207031
	Iteration 53Q: 3 clusters Score -415972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -415972.843750 Penalty: 4067.207031
	Iteration 54Q: 3 clusters Score -415972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -415972.875000 Penalty: 4067.207031
	Iteration 55Q: 3 clusters Score -415972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -415974.937500 Penalty: 4067.207031
	Iteration 56Q: 3 clusters Score -415974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -415976.875000 Penalty: 4067.207031
	Iteration 57Q: 3 clusters Score -415976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -415979.593750 Penalty: 4067.207031
	Iteration 58Q: 3 clusters Score -415979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -415980.125000 Penalty: 4067.207031
	Iteration 59Q: 3 clusters Score -415980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -415980.437500 Penalty: 4067.207031
	Iteration 60F: 3 clusters Score -415980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -415980.875000 Penalty: 4067.207031
	Iteration 61Q: 3 clusters Score -415980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -415980.781250 Penalty: 4067.207031
	Iteration 62Q: 3 clusters Score -415980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -415980.781250 Penalty: 4067.207031
	Iteration 63F: 3 clusters Score -415980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -115160.132812 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -115160.1 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 455 members 
Entering Unmasked Estep 
Score: -113325.445312 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -113325.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113597.460938 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -113597.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113673.351562 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -113673.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -113725.898438 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -113725.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113785.617188 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -113785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113840.039062 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -113840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -113876.390625 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -113876.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113902.132812 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -113902.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -113918.593750 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -113918.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113940.328125 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -113940.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -113961.875000 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -113961.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113992.937500 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -113992.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -114016.632812 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -114016.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -114050.898438 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -114050.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -114076.195312 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -114076.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -114104.757812 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -114104.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -114133.867188 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -114133.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114167.351562 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -114167.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -114204.195312 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -114204.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -114250.492188 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -114250.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -114317.195312 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -114317.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -114407.875000 Penalty: 3378.923096
	Iteration 21Q: 3 clusters Score -114407.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114546.296875 Penalty: 3378.923096
	Iteration 22Q: 3 clusters Score -114546.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -114644.382812 Penalty: 3378.923096
	Iteration 23Q: 3 clusters Score -114644.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -114680.367188 Penalty: 3378.923096
	Iteration 24Q: 3 clusters Score -114680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114691.617188 Penalty: 3378.923096
	Iteration 25Q: 3 clusters Score -114691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114704.406250 Penalty: 3378.923096
	Iteration 26Q: 3 clusters Score -114704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114707.515625 Penalty: 3378.923096
	Iteration 27Q: 3 clusters Score -114707.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114707.515625 Penalty: 3378.923096
	Iteration 28F: 3 clusters Score -114707.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -191188.765625 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -191188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -188873.218750 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -188873.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -189320.515625 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -189320.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -189471.187500 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -189471.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -189554.218750 Penalty: 3625.369141
	Iteration 3Q: 3 clusters Score -189554.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -189622.953125 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -189623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -189685.250000 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -189685.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -189742.796875 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -189742.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189785.390625 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -189785.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -189826.281250 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -189826.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -189857.843750 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -189857.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -189884.875000 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -189884.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -189921.687500 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -189921.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -189958.843750 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -189958.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -189995.640625 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -189995.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -190046.906250 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -190046.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -190118.265625 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -190118.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -190209.828125 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -190209.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -190285.281250 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -190285.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -190351.781250 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -190351.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -190385.625000 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -190385.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -190420.640625 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -190420.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -190459.921875 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -190459.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -190493.921875 Penalty: 3625.369141
	Iteration 22Q: 3 clusters Score -190493.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -190538.656250 Penalty: 3625.369141
	Iteration 23Q: 3 clusters Score -190538.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -190567.703125 Penalty: 3625.369141
	Iteration 24Q: 3 clusters Score -190567.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -190608.750000 Penalty: 3625.369141
	Iteration 25Q: 3 clusters Score -190608.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -190657.375000 Penalty: 3625.369141
	Iteration 26Q: 3 clusters Score -190657.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -190709.546875 Penalty: 3625.369141
	Iteration 27Q: 3 clusters Score -190709.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -190757.796875 Penalty: 3625.369141
	Iteration 28Q: 3 clusters Score -190757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -190803.015625 Penalty: 3625.369141
	Iteration 29Q: 3 clusters Score -190803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -190844.562500 Penalty: 3625.369141
	Iteration 30Q: 3 clusters Score -190844.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -190890.609375 Penalty: 3625.369141
	Iteration 31Q: 3 clusters Score -190890.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -190940.671875 Penalty: 3625.369141
	Iteration 32Q: 3 clusters Score -190940.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -191006.937500 Penalty: 3625.369141
	Iteration 33Q: 3 clusters Score -191006.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -191027.953125 Penalty: 3625.369141
	Iteration 34Q: 3 clusters Score -191028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -191039.031250 Penalty: 3625.369141
	Iteration 35Q: 3 clusters Score -191039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -191044.734375 Penalty: 3625.369141
	Iteration 36Q: 3 clusters Score -191044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -191045.546875 Penalty: 3625.369141
	Iteration 37Q: 3 clusters Score -191045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -191047.015625 Penalty: 3625.369141
	Iteration 38Q: 3 clusters Score -191047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -191047.015625 Penalty: 3625.369141
	Iteration 39F: 3 clusters Score -191047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -60714.710938 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -60714.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59249.453125 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -59249.45 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59561.539062 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -59561.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59691.890625 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -59691.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59814.453125 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -59814.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59941.851562 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -59941.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60101.511719 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -60101.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60394.152344 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -60394.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60532.203125 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -60532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60571.277344 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -60571.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60601.207031 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -60601.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60616.542969 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -60616.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60633.875000 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -60633.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60683.542969 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -60683.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60777.980469 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -60777.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60921.773438 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -60921.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61015.890625 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -61015.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61091.644531 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -61091.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61232.734375 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -61232.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61383.531250 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -61383.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61383.531250 Penalty: 3111.347168
	Iteration 19F: 3 clusters Score -61383.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17168 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22841 members 
Mstep: Class 10 contains 19582 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196730 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4327 members 
Mstep: Class 16 contains 41496 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17475 members 
Mstep: Class 21 contains 207573 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43653 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16893 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 327 members 
Mstep: Class 33 contains 34714 members 
Mstep: Class 34 contains 203 members 
Entering Unmasked Estep 
Score: -133251312.000000 Penalty: 116723.625000
Splitting cluster 32 changes total score from -133252592.000000 to -133251312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (34714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Entering Unmasked Estep 
Score: -4680250.500000 Penalty: 2592.814697
	Iteration 0F: 2 clusters Score -4680250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4656600.000000 Penalty: 5185.629395
	Iteration 0F: 3 clusters Score -4656600 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4665604.500000 Penalty: 5185.629395
	Iteration 1F: 3 clusters Score -4665604 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -4666233.500000 Penalty: 5185.629395
	Iteration 2Q: 3 clusters Score -4666234 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4666868.000000 Penalty: 5185.629395
	Iteration 3Q: 3 clusters Score -4666868 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -4667522.500000 Penalty: 5185.629395
	Iteration 4Q: 3 clusters Score -4667522 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -4668367.500000 Penalty: 5185.629395
	Iteration 5Q: 3 clusters Score -4668368 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4669499.500000 Penalty: 5185.629395
	Iteration 6F: 3 clusters Score -4669500 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -4670945.500000 Penalty: 5185.629395
	Iteration 7F: 3 clusters Score -4670946 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4672613.000000 Penalty: 5185.629395
	Iteration 8F: 3 clusters Score -4672613 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4674314.500000 Penalty: 5185.629395
	Iteration 9F: 3 clusters Score -4674314 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4675744.000000 Penalty: 5185.629395
	Iteration 10Q: 3 clusters Score -4675744 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4676722.000000 Penalty: 5185.629395
	Iteration 11Q: 3 clusters Score -4676722 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4677264.000000 Penalty: 5185.629395
	Iteration 12Q: 3 clusters Score -4677264 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4677564.500000 Penalty: 5185.629395
	Iteration 13Q: 3 clusters Score -4677564 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4677726.500000 Penalty: 5185.629395
	Iteration 14Q: 3 clusters Score -4677726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4677823.500000 Penalty: 5185.629395
	Iteration 15Q: 3 clusters Score -4677824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4677869.000000 Penalty: 5185.629395
	Iteration 16Q: 3 clusters Score -4677869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4677890.000000 Penalty: 5185.629395
	Iteration 17Q: 3 clusters Score -4677890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4677914.000000 Penalty: 5185.629395
	Iteration 18Q: 3 clusters Score -4677914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4677923.500000 Penalty: 5185.629395
	Iteration 19Q: 3 clusters Score -4677924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4677939.000000 Penalty: 5185.629395
	Iteration 20F: 3 clusters Score -4677939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4677949.500000 Penalty: 5185.629395
	Iteration 21Q: 3 clusters Score -4677950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4677964.000000 Penalty: 5185.629395
	Iteration 22Q: 3 clusters Score -4677964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4677968.000000 Penalty: 5185.629395
	Iteration 23Q: 3 clusters Score -4677968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4677979.000000 Penalty: 5185.629395
	Iteration 24Q: 3 clusters Score -4677979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4677975.500000 Penalty: 5185.629395
	Iteration 25Q: 3 clusters Score -4677976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4677977.000000 Penalty: 5185.629395
	Iteration 26Q: 3 clusters Score -4677977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4677981.500000 Penalty: 5185.629395
	Iteration 27Q: 3 clusters Score -4677982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4677984.000000 Penalty: 5185.629395
	Iteration 28Q: 3 clusters Score -4677984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4677985.000000 Penalty: 5185.629395
	Iteration 29Q: 3 clusters Score -4677985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4677985.500000 Penalty: 5185.629395
	Iteration 30Q: 3 clusters Score -4677986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4677984.500000 Penalty: 5185.629395
	Iteration 31Q: 3 clusters Score -4677984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4677984.500000 Penalty: 5185.629395
	Iteration 32Q: 3 clusters Score -4677984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4677984.000000 Penalty: 5185.629395
	Iteration 33Q: 3 clusters Score -4677984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4677984.000000 Penalty: 5185.629395
	Iteration 34F: 3 clusters Score -4677984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17168 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22841 members 
Mstep: Class 10 contains 19582 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196730 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4327 members 
Mstep: Class 16 contains 41496 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17475 members 
Mstep: Class 21 contains 207573 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43653 members 
Mstep: Class 24 contains 21675 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16893 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252576.000000 Penalty: 113290.578125
Iteration 279Q: 34 clusters Score -1.332526e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17169 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 36909 members 
Mstep: Class 9 contains 22841 members 
Mstep: Class 10 contains 19582 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196731 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4332 members 
Mstep: Class 16 contains 41494 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17475 members 
Mstep: Class 21 contains 207576 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43651 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16893 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252592.000000 Penalty: 113290.578125
Iteration 280F: 34 clusters Score -1.332526e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17168 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45359 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 19583 members 
Mstep: Class 11 contains 190296 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196730 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 41495 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17475 members 
Mstep: Class 21 contains 207579 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43651 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16891 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252488.000000 Penalty: 113290.578125
Iteration 281Q: 34 clusters Score -1.332525e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17168 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22841 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196713 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 41495 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17474 members 
Mstep: Class 21 contains 207595 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43652 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16890 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252560.000000 Penalty: 113290.578125
Iteration 282Q: 34 clusters Score -1.332526e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17167 members 
Mstep: Class 5 contains 11312 members 
Mstep: Class 6 contains 11517 members 
Mstep: Class 7 contains 45360 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 19583 members 
Mstep: Class 11 contains 190297 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196690 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 41495 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 207614 members 
Mstep: Class 22 contains 13482 members 
Mstep: Class 23 contains 43655 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16888 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252472.000000 Penalty: 113290.578125
Iteration 283Q: 34 clusters Score -1.332525e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17165 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45363 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22842 members 
Mstep: Class 10 contains 19584 members 
Mstep: Class 11 contains 190298 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196667 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 41494 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 207627 members 
Mstep: Class 22 contains 13482 members 
Mstep: Class 23 contains 43658 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16887 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252488.000000 Penalty: 113290.578125
Iteration 284Q: 34 clusters Score -1.332525e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17165 members 
Mstep: Class 5 contains 11309 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45366 members 
Mstep: Class 8 contains 36904 members 
Mstep: Class 9 contains 22842 members 
Mstep: Class 10 contains 19581 members 
Mstep: Class 11 contains 190298 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196645 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 41492 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17473 members 
Mstep: Class 21 contains 207649 members 
Mstep: Class 22 contains 13481 members 
Mstep: Class 23 contains 43660 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16887 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252584.000000 Penalty: 113290.578125
Iteration 285Q: 34 clusters Score -1.332526e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17165 members 
Mstep: Class 5 contains 11309 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45367 members 
Mstep: Class 8 contains 36903 members 
Mstep: Class 9 contains 22842 members 
Mstep: Class 10 contains 19580 members 
Mstep: Class 11 contains 190298 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196627 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 41494 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17474 members 
Mstep: Class 21 contains 207666 members 
Mstep: Class 22 contains 13481 members 
Mstep: Class 23 contains 43660 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16887 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252512.000000 Penalty: 113290.578125
Iteration 286Q: 34 clusters Score -1.332525e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 11309 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45369 members 
Mstep: Class 8 contains 36903 members 
Mstep: Class 9 contains 22841 members 
Mstep: Class 10 contains 19581 members 
Mstep: Class 11 contains 190297 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196611 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 41489 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17471 members 
Mstep: Class 21 contains 207679 members 
Mstep: Class 22 contains 13482 members 
Mstep: Class 23 contains 43664 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16889 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252528.000000 Penalty: 113290.578125
Iteration 287Q: 34 clusters Score -1.332525e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 11309 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45371 members 
Mstep: Class 8 contains 36901 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 19582 members 
Mstep: Class 11 contains 190296 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196588 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 41484 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17470 members 
Mstep: Class 21 contains 207698 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43667 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16894 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252528.000000 Penalty: 113290.578125
Iteration 288Q: 34 clusters Score -1.332525e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17166 members 
Mstep: Class 5 contains 11309 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45371 members 
Mstep: Class 8 contains 36903 members 
Mstep: Class 9 contains 22839 members 
Mstep: Class 10 contains 19580 members 
Mstep: Class 11 contains 190296 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196570 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 41482 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17468 members 
Mstep: Class 21 contains 207710 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43673 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16897 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252472.000000 Penalty: 113290.578125
Iteration 289Q: 34 clusters Score -1.332525e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17166 members 
Mstep: Class 5 contains 11309 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45371 members 
Mstep: Class 8 contains 36904 members 
Mstep: Class 9 contains 22835 members 
Mstep: Class 10 contains 19580 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196546 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 41479 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17468 members 
Mstep: Class 21 contains 207741 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43673 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16895 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252512.000000 Penalty: 113290.578125
Iteration 290Q: 34 clusters Score -1.332525e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17168 members 
Mstep: Class 5 contains 11309 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45372 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22833 members 
Mstep: Class 10 contains 19576 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196525 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4346 members 
Mstep: Class 16 contains 41476 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17468 members 
Mstep: Class 21 contains 207765 members 
Mstep: Class 22 contains 13482 members 
Mstep: Class 23 contains 43669 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16895 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252552.000000 Penalty: 113290.578125
Iteration 291Q: 34 clusters Score -1.332526e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17165 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22832 members 
Mstep: Class 10 contains 19577 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196506 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 41476 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17467 members 
Mstep: Class 21 contains 207785 members 
Mstep: Class 22 contains 13482 members 
Mstep: Class 23 contains 43668 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16895 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252528.000000 Penalty: 113290.578125
Iteration 292Q: 34 clusters Score -1.332525e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17163 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45377 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 22829 members 
Mstep: Class 10 contains 19577 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196475 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41474 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17468 members 
Mstep: Class 21 contains 207805 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43671 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16898 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252512.000000 Penalty: 113290.578125
Iteration 293Q: 34 clusters Score -1.332525e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17162 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45377 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22825 members 
Mstep: Class 10 contains 19577 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 196459 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41471 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17468 members 
Mstep: Class 21 contains 207820 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43673 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16899 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252528.000000 Penalty: 113290.578125
Iteration 294Q: 34 clusters Score -1.332525e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17160 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 22820 members 
Mstep: Class 10 contains 19574 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 196459 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41468 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17467 members 
Mstep: Class 21 contains 207834 members 
Mstep: Class 22 contains 13482 members 
Mstep: Class 23 contains 43672 members 
Mstep: Class 24 contains 21677 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16900 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252600.000000 Penalty: 113290.578125
Iteration 295Q: 34 clusters Score -1.332526e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17159 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45372 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22817 members 
Mstep: Class 10 contains 19572 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 196473 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41461 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17467 members 
Mstep: Class 21 contains 207844 members 
Mstep: Class 22 contains 13481 members 
Mstep: Class 23 contains 43671 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16900 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252576.000000 Penalty: 113290.578125
Iteration 296Q: 34 clusters Score -1.332526e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17159 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45368 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 22816 members 
Mstep: Class 10 contains 19574 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 196468 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41458 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17466 members 
Mstep: Class 21 contains 207856 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 43670 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16901 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252496.000000 Penalty: 113290.578125
Iteration 297Q: 34 clusters Score -1.332525e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17159 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45362 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22813 members 
Mstep: Class 10 contains 19569 members 
Mstep: Class 11 contains 190296 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 196471 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41455 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 207869 members 
Mstep: Class 22 contains 13484 members 
Mstep: Class 23 contains 43670 members 
Mstep: Class 24 contains 21676 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16903 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252424.000000 Penalty: 113290.578125
Iteration 298Q: 34 clusters Score -1.332524e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17156 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22813 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 196478 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17461 members 
Mstep: Class 21 contains 207876 members 
Mstep: Class 22 contains 13485 members 
Mstep: Class 23 contains 43672 members 
Mstep: Class 24 contains 21677 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16901 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252280.000000 Penalty: 113290.578125
Iteration 299Q: 34 clusters Score -1.332523e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17155 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 22812 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1934 members 
Mstep: Class 13 contains 196484 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17459 members 
Mstep: Class 21 contains 207877 members 
Mstep: Class 22 contains 13486 members 
Mstep: Class 23 contains 43673 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16901 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252256.000000 Penalty: 113290.578125
Iteration 300F: 34 clusters Score -1.332523e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45355 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 22813 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196497 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41434 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17457 members 
Mstep: Class 21 contains 207868 members 
Mstep: Class 22 contains 13488 members 
Mstep: Class 23 contains 43675 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16903 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252400.000000 Penalty: 113290.578125
Iteration 301Q: 34 clusters Score -1.332524e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17146 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45356 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22815 members 
Mstep: Class 10 contains 19569 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196490 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41431 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17456 members 
Mstep: Class 21 contains 207871 members 
Mstep: Class 22 contains 13491 members 
Mstep: Class 23 contains 43680 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16904 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252344.000000 Penalty: 113290.578125
Iteration 302Q: 34 clusters Score -1.332523e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17143 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 36909 members 
Mstep: Class 9 contains 22815 members 
Mstep: Class 10 contains 19569 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196490 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41426 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17455 members 
Mstep: Class 21 contains 207887 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43680 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16905 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252376.000000 Penalty: 113290.578125
Iteration 303Q: 34 clusters Score -1.332524e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17141 members 
Mstep: Class 5 contains 11310 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22814 members 
Mstep: Class 10 contains 19569 members 
Mstep: Class 11 contains 190296 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196488 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41418 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17454 members 
Mstep: Class 21 contains 207897 members 
Mstep: Class 22 contains 13489 members 
Mstep: Class 23 contains 43681 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16910 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252336.000000 Penalty: 113290.578125
Iteration 304Q: 34 clusters Score -1.332523e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17139 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22812 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190295 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196498 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41410 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17453 members 
Mstep: Class 21 contains 207904 members 
Mstep: Class 22 contains 13489 members 
Mstep: Class 23 contains 43681 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252440.000000 Penalty: 113290.578125
Iteration 305Q: 34 clusters Score -1.332524e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17137 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45350 members 
Mstep: Class 8 contains 36905 members 
Mstep: Class 9 contains 22812 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196511 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41405 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17455 members 
Mstep: Class 21 contains 207902 members 
Mstep: Class 22 contains 13489 members 
Mstep: Class 23 contains 43682 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252424.000000 Penalty: 113290.578125
Iteration 306Q: 34 clusters Score -1.332524e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17137 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45348 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22811 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196515 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41402 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17454 members 
Mstep: Class 21 contains 207906 members 
Mstep: Class 22 contains 13489 members 
Mstep: Class 23 contains 43683 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16912 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252392.000000 Penalty: 113290.578125
Iteration 307Q: 34 clusters Score -1.332524e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17137 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45345 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196513 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41401 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17454 members 
Mstep: Class 21 contains 207913 members 
Mstep: Class 22 contains 13489 members 
Mstep: Class 23 contains 43685 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252440.000000 Penalty: 113290.578125
Iteration 308Q: 34 clusters Score -1.332524e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17137 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 45344 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22809 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196504 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41400 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17454 members 
Mstep: Class 21 contains 207921 members 
Mstep: Class 22 contains 13488 members 
Mstep: Class 23 contains 43685 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16912 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252440.000000 Penalty: 113290.578125
Iteration 309Q: 34 clusters Score -1.332524e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17135 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196493 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41399 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17453 members 
Mstep: Class 21 contains 207933 members 
Mstep: Class 22 contains 13489 members 
Mstep: Class 23 contains 43685 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16912 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252440.000000 Penalty: 113290.578125
Iteration 310Q: 34 clusters Score -1.332524e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17136 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22808 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196486 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41399 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17454 members 
Mstep: Class 21 contains 207933 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43685 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252520.000000 Penalty: 113290.578125
Iteration 311Q: 34 clusters Score -1.332525e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17136 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22809 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196484 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41398 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17454 members 
Mstep: Class 21 contains 207933 members 
Mstep: Class 22 contains 13491 members 
Mstep: Class 23 contains 43687 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252536.000000 Penalty: 113290.578125
Iteration 312Q: 34 clusters Score -1.332525e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17135 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45343 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196484 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41396 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17453 members 
Mstep: Class 21 contains 207935 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43689 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252488.000000 Penalty: 113290.578125
Iteration 313Q: 34 clusters Score -1.332525e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17135 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190294 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196486 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41392 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17452 members 
Mstep: Class 21 contains 207935 members 
Mstep: Class 22 contains 13491 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252504.000000 Penalty: 113290.578125
Iteration 314Q: 34 clusters Score -1.332525e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17134 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196485 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41393 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 207937 members 
Mstep: Class 22 contains 13491 members 
Mstep: Class 23 contains 43692 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252480.000000 Penalty: 113290.578125
Iteration 315Q: 34 clusters Score -1.332525e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196479 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41394 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 207943 members 
Mstep: Class 22 contains 13491 members 
Mstep: Class 23 contains 43693 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252496.000000 Penalty: 113290.578125
Iteration 316Q: 34 clusters Score -1.332525e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45339 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196475 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41395 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 207949 members 
Mstep: Class 22 contains 13491 members 
Mstep: Class 23 contains 43693 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252480.000000 Penalty: 113290.578125
Iteration 317Q: 34 clusters Score -1.332525e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196468 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41395 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 207961 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43692 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252488.000000 Penalty: 113290.578125
Iteration 318Q: 34 clusters Score -1.332525e+08 nChanged 18
Entering ConstructFrom: 
Score: -133252488.000000 Penalty: 113290.578125
Entering ConstructFrom: 
Trying to split cluster 1 (54759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Entering Unmasked Estep 
Score: -7201878.500000 Penalty: 2705.852783
	Iteration 0F: 2 clusters Score -7201878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -7165238.000000 Penalty: 5411.705566
	Iteration 0F: 3 clusters Score -7165238 nChanged 25277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -7179412.000000 Penalty: 5411.705566
	Iteration 1F: 3 clusters Score -7179412 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -7180271.000000 Penalty: 5411.705566
	Iteration 2Q: 3 clusters Score -7180271 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -7181304.000000 Penalty: 5411.705566
	Iteration 3Q: 3 clusters Score -7181304 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -7182833.000000 Penalty: 5411.705566
	Iteration 4F: 3 clusters Score -7182833 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -7184884.000000 Penalty: 5411.705566
	Iteration 5F: 3 clusters Score -7184884 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -7187576.500000 Penalty: 5411.705566
	Iteration 6F: 3 clusters Score -7187576 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -7190505.000000 Penalty: 5411.705566
	Iteration 7F: 3 clusters Score -7190505 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -7193456.500000 Penalty: 5411.705566
	Iteration 8F: 3 clusters Score -7193456 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -7195917.500000 Penalty: 5411.705566
	Iteration 9Q: 3 clusters Score -7195918 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -7197206.000000 Penalty: 5411.705566
	Iteration 10Q: 3 clusters Score -7197206 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -7197743.000000 Penalty: 5411.705566
	Iteration 11Q: 3 clusters Score -7197743 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -7198018.500000 Penalty: 5411.705566
	Iteration 12Q: 3 clusters Score -7198018 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -7198263.500000 Penalty: 5411.705566
	Iteration 13Q: 3 clusters Score -7198264 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -7198412.000000 Penalty: 5411.705566
	Iteration 14Q: 3 clusters Score -7198412 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -7198543.000000 Penalty: 5411.705566
	Iteration 15Q: 3 clusters Score -7198543 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -7198694.500000 Penalty: 5411.705566
	Iteration 16Q: 3 clusters Score -7198694 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -7198806.000000 Penalty: 5411.705566
	Iteration 17Q: 3 clusters Score -7198806 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -7198905.000000 Penalty: 5411.705566
	Iteration 18Q: 3 clusters Score -7198905 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -7198996.000000 Penalty: 5411.705566
	Iteration 19Q: 3 clusters Score -7198996 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -7199069.500000 Penalty: 5411.705566
	Iteration 20F: 3 clusters Score -7199070 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -7199122.000000 Penalty: 5411.705566
	Iteration 21Q: 3 clusters Score -7199122 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -7199197.500000 Penalty: 5411.705566
	Iteration 22Q: 3 clusters Score -7199198 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -7199250.500000 Penalty: 5411.705566
	Iteration 23Q: 3 clusters Score -7199250 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -7199282.500000 Penalty: 5411.705566
	Iteration 24Q: 3 clusters Score -7199282 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -7199333.000000 Penalty: 5411.705566
	Iteration 25Q: 3 clusters Score -7199333 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -7199355.000000 Penalty: 5411.705566
	Iteration 26Q: 3 clusters Score -7199355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -7199381.500000 Penalty: 5411.705566
	Iteration 27Q: 3 clusters Score -7199382 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -7199404.500000 Penalty: 5411.705566
	Iteration 28Q: 3 clusters Score -7199404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -7199438.000000 Penalty: 5411.705566
	Iteration 29Q: 3 clusters Score -7199438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -7199455.500000 Penalty: 5411.705566
	Iteration 30Q: 3 clusters Score -7199456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -7199479.500000 Penalty: 5411.705566
	Iteration 31Q: 3 clusters Score -7199480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -7199501.000000 Penalty: 5411.705566
	Iteration 32Q: 3 clusters Score -7199501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -7199511.500000 Penalty: 5411.705566
	Iteration 33Q: 3 clusters Score -7199512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -7199545.500000 Penalty: 5411.705566
	Iteration 34Q: 3 clusters Score -7199546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -7199536.500000 Penalty: 5411.705566
	Iteration 35Q: 3 clusters Score -7199536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -7199550.000000 Penalty: 5411.705566
	Iteration 36Q: 3 clusters Score -7199550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -7199561.000000 Penalty: 5411.705566
	Iteration 37Q: 3 clusters Score -7199561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -7199581.000000 Penalty: 5411.705566
	Iteration 38Q: 3 clusters Score -7199581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -7199594.500000 Penalty: 5411.705566
	Iteration 39Q: 3 clusters Score -7199594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -7199602.000000 Penalty: 5411.705566
	Iteration 40F: 3 clusters Score -7199602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -7199611.500000 Penalty: 5411.705566
	Iteration 41Q: 3 clusters Score -7199612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -7199615.500000 Penalty: 5411.705566
	Iteration 42Q: 3 clusters Score -7199616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -7199614.500000 Penalty: 5411.705566
	Iteration 43Q: 3 clusters Score -7199614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -7199627.500000 Penalty: 5411.705566
	Iteration 44Q: 3 clusters Score -7199628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -7199639.000000 Penalty: 5411.705566
	Iteration 45Q: 3 clusters Score -7199639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -7199641.000000 Penalty: 5411.705566
	Iteration 46Q: 3 clusters Score -7199641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -7199654.000000 Penalty: 5411.705566
	Iteration 47Q: 3 clusters Score -7199654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -7199653.000000 Penalty: 5411.705566
	Iteration 48Q: 3 clusters Score -7199653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -7199659.500000 Penalty: 5411.705566
	Iteration 49Q: 3 clusters Score -7199660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -7199665.000000 Penalty: 5411.705566
	Iteration 50Q: 3 clusters Score -7199665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -7199688.000000 Penalty: 5411.705566
	Iteration 51Q: 3 clusters Score -7199688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -7199685.500000 Penalty: 5411.705566
	Iteration 52Q: 3 clusters Score -7199686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -7199693.000000 Penalty: 5411.705566
	Iteration 53Q: 3 clusters Score -7199693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -7199697.000000 Penalty: 5411.705566
	Iteration 54Q: 3 clusters Score -7199697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -7199706.000000 Penalty: 5411.705566
	Iteration 55Q: 3 clusters Score -7199706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -7199706.500000 Penalty: 5411.705566
	Iteration 56Q: 3 clusters Score -7199706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -7199717.000000 Penalty: 5411.705566
	Iteration 57Q: 3 clusters Score -7199717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -7199724.500000 Penalty: 5411.705566
	Iteration 58Q: 3 clusters Score -7199724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -7199731.500000 Penalty: 5411.705566
	Iteration 59Q: 3 clusters Score -7199732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -7199731.000000 Penalty: 5411.705566
	Iteration 60F: 3 clusters Score -7199731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -7199729.500000 Penalty: 5411.705566
	Iteration 61Q: 3 clusters Score -7199730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -7199711.000000 Penalty: 5411.705566
	Iteration 62Q: 3 clusters Score -7199711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -7199727.500000 Penalty: 5411.705566
	Iteration 63Q: 3 clusters Score -7199728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -7199722.500000 Penalty: 5411.705566
	Iteration 64Q: 3 clusters Score -7199722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -7199734.000000 Penalty: 5411.705566
	Iteration 65Q: 3 clusters Score -7199734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -7199733.000000 Penalty: 5411.705566
	Iteration 66Q: 3 clusters Score -7199733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -7199733.000000 Penalty: 5411.705566
	Iteration 67Q: 3 clusters Score -7199733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -7199730.500000 Penalty: 5411.705566
	Iteration 68Q: 3 clusters Score -7199730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -7199742.000000 Penalty: 5411.705566
	Iteration 69Q: 3 clusters Score -7199742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -7199734.500000 Penalty: 5411.705566
	Iteration 70Q: 3 clusters Score -7199734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -7199734.000000 Penalty: 5411.705566
	Iteration 71Q: 3 clusters Score -7199734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -7199737.500000 Penalty: 5411.705566
	Iteration 72Q: 3 clusters Score -7199738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -7199744.000000 Penalty: 5411.705566
	Iteration 73Q: 3 clusters Score -7199744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -7199748.000000 Penalty: 5411.705566
	Iteration 74Q: 3 clusters Score -7199748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -7199752.000000 Penalty: 5411.705566
	Iteration 75Q: 3 clusters Score -7199752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -7199748.500000 Penalty: 5411.705566
	Iteration 76Q: 3 clusters Score -7199748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -7199758.500000 Penalty: 5411.705566
	Iteration 77Q: 3 clusters Score -7199758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -7199755.500000 Penalty: 5411.705566
	Iteration 78Q: 3 clusters Score -7199756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -7199759.000000 Penalty: 5411.705566
	Iteration 79Q: 3 clusters Score -7199759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -7199759.000000 Penalty: 5411.705566
	Iteration 80F: 3 clusters Score -7199759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -7199759.500000 Penalty: 5411.705566
	Iteration 81Q: 3 clusters Score -7199760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -7199746.000000 Penalty: 5411.705566
	Iteration 82Q: 3 clusters Score -7199746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -7199745.500000 Penalty: 5411.705566
	Iteration 83Q: 3 clusters Score -7199746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -7199745.500000 Penalty: 5411.705566
	Iteration 84F: 3 clusters Score -7199746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -325418.156250 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -325418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -322393.156250 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -322393.2 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -323029.875000 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -323029.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -323233.531250 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -323233.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -323335.656250 Penalty: 3909.440918
	Iteration 3F: 3 clusters Score -323335.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -323406.656250 Penalty: 3909.440918
	Iteration 4Q: 3 clusters Score -323406.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -323469.968750 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -323470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -323515.343750 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -323515.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -323556.781250 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -323556.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -323592.312500 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -323592.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -323631.218750 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -323631.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -323666.968750 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -323667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -323711.968750 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -323712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -323756.781250 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -323756.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -323800.125000 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -323800.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -323834.843750 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -323834.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -323861.968750 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -323862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -323883.656250 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -323883.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -323909.562500 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -323909.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -323936.156250 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -323936.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -323958.437500 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -323958.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -323975.468750 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -323975.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -323990.281250 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -323990.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -324001.375000 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -324001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -324007.500000 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -324007.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -324011.281250 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -324011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -324016.562500 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -324016.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -324017.500000 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -324017.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -324018.843750 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -324018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -324018.843750 Penalty: 3909.440918
	Iteration 28F: 3 clusters Score -324018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -62180.933594 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -62180.93 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 288 members 
Entering Unmasked Estep 
Score: -60624.402344 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60624.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60961.078125 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -60961.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61154.542969 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -61154.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61314.734375 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -61314.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61497.675781 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -61497.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61687.433594 Penalty: 3162.856689
	Iteration 5F: 3 clusters Score -61687.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61856.464844 Penalty: 3162.856689
	Iteration 6F: 3 clusters Score -61856.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62114.843750 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -62114.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62395.609375 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -62395.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62552.011719 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -62552.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62599.093750 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -62599.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62603.355469 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -62603.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62603.355469 Penalty: 3162.856689
	Iteration 12F: 3 clusters Score -62603.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196464 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41394 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 207968 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Mstep: Class 34 contains 225 members 
Entering Unmasked Estep 
Score: -133251064.000000 Penalty: 116723.625000
Splitting cluster 3 changes total score from -133252488.000000 to -133251064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Entering Unmasked Estep 
Score: -2319963.500000 Penalty: 2417.693115
	Iteration 0F: 2 clusters Score -2319964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2307609.500000 Penalty: 4835.386230
	Iteration 0F: 3 clusters Score -2307610 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2311705.000000 Penalty: 4835.386230
	Iteration 1F: 3 clusters Score -2311705 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2312138.000000 Penalty: 4835.386230
	Iteration 2F: 3 clusters Score -2312138 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2312512.500000 Penalty: 4835.386230
	Iteration 3F: 3 clusters Score -2312512 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2312835.500000 Penalty: 4835.386230
	Iteration 4Q: 3 clusters Score -2312836 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2313178.250000 Penalty: 4835.386230
	Iteration 5Q: 3 clusters Score -2313178 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2313595.750000 Penalty: 4835.386230
	Iteration 6Q: 3 clusters Score -2313596 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2314204.500000 Penalty: 4835.386230
	Iteration 7F: 3 clusters Score -2314204 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2314942.500000 Penalty: 4835.386230
	Iteration 8F: 3 clusters Score -2314942 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2315765.250000 Penalty: 4835.386230
	Iteration 9F: 3 clusters Score -2315765 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2316486.500000 Penalty: 4835.386230
	Iteration 10Q: 3 clusters Score -2316486 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2317041.500000 Penalty: 4835.386230
	Iteration 11Q: 3 clusters Score -2317042 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2317415.250000 Penalty: 4835.386230
	Iteration 12Q: 3 clusters Score -2317415 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2317635.500000 Penalty: 4835.386230
	Iteration 13Q: 3 clusters Score -2317636 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2317787.500000 Penalty: 4835.386230
	Iteration 14Q: 3 clusters Score -2317788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2317862.750000 Penalty: 4835.386230
	Iteration 15Q: 3 clusters Score -2317863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2317908.250000 Penalty: 4835.386230
	Iteration 16Q: 3 clusters Score -2317908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2317932.000000 Penalty: 4835.386230
	Iteration 17Q: 3 clusters Score -2317932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2317950.250000 Penalty: 4835.386230
	Iteration 18Q: 3 clusters Score -2317950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2317963.250000 Penalty: 4835.386230
	Iteration 19Q: 3 clusters Score -2317963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2317968.500000 Penalty: 4835.386230
	Iteration 20F: 3 clusters Score -2317968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2317976.250000 Penalty: 4835.386230
	Iteration 21Q: 3 clusters Score -2317976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2317982.000000 Penalty: 4835.386230
	Iteration 22Q: 3 clusters Score -2317982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2317982.750000 Penalty: 4835.386230
	Iteration 23Q: 3 clusters Score -2317983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2317983.500000 Penalty: 4835.386230
	Iteration 24Q: 3 clusters Score -2317984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2317988.500000 Penalty: 4835.386230
	Iteration 25Q: 3 clusters Score -2317988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2317989.750000 Penalty: 4835.386230
	Iteration 26Q: 3 clusters Score -2317990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2317996.250000 Penalty: 4835.386230
	Iteration 27Q: 3 clusters Score -2317996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2317996.000000 Penalty: 4835.386230
	Iteration 28Q: 3 clusters Score -2317996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2318001.750000 Penalty: 4835.386230
	Iteration 29Q: 3 clusters Score -2318002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2317999.500000 Penalty: 4835.386230
	Iteration 30Q: 3 clusters Score -2318000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2317999.250000 Penalty: 4835.386230
	Iteration 31Q: 3 clusters Score -2317999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2317998.500000 Penalty: 4835.386230
	Iteration 32Q: 3 clusters Score -2317998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2317999.500000 Penalty: 4835.386230
	Iteration 33Q: 3 clusters Score -2318000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2317999.500000 Penalty: 4835.386230
	Iteration 34F: 3 clusters Score -2318000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Entering Unmasked Estep 
Score: -1503950.625000 Penalty: 2314.715820
	Iteration 0F: 2 clusters Score -1503951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1495483.250000 Penalty: 4629.431641
	Iteration 0F: 3 clusters Score -1495483 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1497927.375000 Penalty: 4629.431641
	Iteration 1F: 3 clusters Score -1497927 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1498231.500000 Penalty: 4629.431641
	Iteration 2F: 3 clusters Score -1498232 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1498452.000000 Penalty: 4629.431641
	Iteration 3Q: 3 clusters Score -1498452 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1498624.000000 Penalty: 4629.431641
	Iteration 4Q: 3 clusters Score -1498624 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1498767.000000 Penalty: 4629.431641
	Iteration 5Q: 3 clusters Score -1498767 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1498881.625000 Penalty: 4629.431641
	Iteration 6Q: 3 clusters Score -1498882 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1498998.625000 Penalty: 4629.431641
	Iteration 7Q: 3 clusters Score -1498999 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1499106.375000 Penalty: 4629.431641
	Iteration 8Q: 3 clusters Score -1499106 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1499219.125000 Penalty: 4629.431641
	Iteration 9Q: 3 clusters Score -1499219 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1499358.750000 Penalty: 4629.431641
	Iteration 10Q: 3 clusters Score -1499359 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1499527.250000 Penalty: 4629.431641
	Iteration 11Q: 3 clusters Score -1499527 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1499757.625000 Penalty: 4629.431641
	Iteration 12Q: 3 clusters Score -1499758 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1500041.625000 Penalty: 4629.431641
	Iteration 13Q: 3 clusters Score -1500042 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1500383.125000 Penalty: 4629.431641
	Iteration 14Q: 3 clusters Score -1500383 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1500717.000000 Penalty: 4629.431641
	Iteration 15Q: 3 clusters Score -1500717 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1501061.875000 Penalty: 4629.431641
	Iteration 16Q: 3 clusters Score -1501062 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1501331.125000 Penalty: 4629.431641
	Iteration 17Q: 3 clusters Score -1501331 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1501516.625000 Penalty: 4629.431641
	Iteration 18Q: 3 clusters Score -1501517 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1501653.000000 Penalty: 4629.431641
	Iteration 19Q: 3 clusters Score -1501653 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1501738.000000 Penalty: 4629.431641
	Iteration 20F: 3 clusters Score -1501738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1501790.875000 Penalty: 4629.431641
	Iteration 21Q: 3 clusters Score -1501791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1501821.750000 Penalty: 4629.431641
	Iteration 22Q: 3 clusters Score -1501822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1501848.750000 Penalty: 4629.431641
	Iteration 23Q: 3 clusters Score -1501849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1501870.000000 Penalty: 4629.431641
	Iteration 24Q: 3 clusters Score -1501870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1501883.625000 Penalty: 4629.431641
	Iteration 25Q: 3 clusters Score -1501884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1501901.250000 Penalty: 4629.431641
	Iteration 26Q: 3 clusters Score -1501901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1501906.375000 Penalty: 4629.431641
	Iteration 27Q: 3 clusters Score -1501906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1501912.375000 Penalty: 4629.431641
	Iteration 28Q: 3 clusters Score -1501912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1501915.500000 Penalty: 4629.431641
	Iteration 29Q: 3 clusters Score -1501916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1501918.875000 Penalty: 4629.431641
	Iteration 30Q: 3 clusters Score -1501919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1501919.625000 Penalty: 4629.431641
	Iteration 31Q: 3 clusters Score -1501920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1501924.000000 Penalty: 4629.431641
	Iteration 32Q: 3 clusters Score -1501924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1501926.250000 Penalty: 4629.431641
	Iteration 33Q: 3 clusters Score -1501926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1501931.625000 Penalty: 4629.431641
	Iteration 34Q: 3 clusters Score -1501932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1501940.250000 Penalty: 4629.431641
	Iteration 35Q: 3 clusters Score -1501940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1501946.625000 Penalty: 4629.431641
	Iteration 36Q: 3 clusters Score -1501947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1501946.500000 Penalty: 4629.431641
	Iteration 37Q: 3 clusters Score -1501946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1501951.750000 Penalty: 4629.431641
	Iteration 38Q: 3 clusters Score -1501952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1501955.625000 Penalty: 4629.431641
	Iteration 39Q: 3 clusters Score -1501956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1501958.125000 Penalty: 4629.431641
	Iteration 40F: 3 clusters Score -1501958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1501960.875000 Penalty: 4629.431641
	Iteration 41Q: 3 clusters Score -1501961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1501961.500000 Penalty: 4629.431641
	Iteration 42Q: 3 clusters Score -1501962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1501967.375000 Penalty: 4629.431641
	Iteration 43Q: 3 clusters Score -1501967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1501971.000000 Penalty: 4629.431641
	Iteration 44Q: 3 clusters Score -1501971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1501973.375000 Penalty: 4629.431641
	Iteration 45Q: 3 clusters Score -1501973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1501975.250000 Penalty: 4629.431641
	Iteration 46Q: 3 clusters Score -1501975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1501979.375000 Penalty: 4629.431641
	Iteration 47Q: 3 clusters Score -1501979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1501982.375000 Penalty: 4629.431641
	Iteration 48Q: 3 clusters Score -1501982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1501982.125000 Penalty: 4629.431641
	Iteration 49Q: 3 clusters Score -1501982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1501982.125000 Penalty: 4629.431641
	Iteration 50F: 3 clusters Score -1501982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Entering Unmasked Estep 
Score: -1487954.750000 Penalty: 2319.148682
	Iteration 0F: 2 clusters Score -1487955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1479255.500000 Penalty: 4638.297363
	Iteration 0F: 3 clusters Score -1479256 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1481738.375000 Penalty: 4638.297363
	Iteration 1F: 3 clusters Score -1481738 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1482065.750000 Penalty: 4638.297363
	Iteration 2F: 3 clusters Score -1482066 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1482317.875000 Penalty: 4638.297363
	Iteration 3F: 3 clusters Score -1482318 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1482556.500000 Penalty: 4638.297363
	Iteration 4Q: 3 clusters Score -1482556 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1482756.875000 Penalty: 4638.297363
	Iteration 5Q: 3 clusters Score -1482757 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1482984.250000 Penalty: 4638.297363
	Iteration 6Q: 3 clusters Score -1482984 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1483216.125000 Penalty: 4638.297363
	Iteration 7Q: 3 clusters Score -1483216 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1483516.625000 Penalty: 4638.297363
	Iteration 8Q: 3 clusters Score -1483517 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1483860.125000 Penalty: 4638.297363
	Iteration 9Q: 3 clusters Score -1483860 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1484232.750000 Penalty: 4638.297363
	Iteration 10Q: 3 clusters Score -1484233 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1484609.250000 Penalty: 4638.297363
	Iteration 11Q: 3 clusters Score -1484609 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1484916.500000 Penalty: 4638.297363
	Iteration 12Q: 3 clusters Score -1484916 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1485183.125000 Penalty: 4638.297363
	Iteration 13Q: 3 clusters Score -1485183 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1485402.625000 Penalty: 4638.297363
	Iteration 14Q: 3 clusters Score -1485403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1485552.375000 Penalty: 4638.297363
	Iteration 15Q: 3 clusters Score -1485552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1485653.750000 Penalty: 4638.297363
	Iteration 16Q: 3 clusters Score -1485654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1485730.875000 Penalty: 4638.297363
	Iteration 17Q: 3 clusters Score -1485731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1485790.500000 Penalty: 4638.297363
	Iteration 18Q: 3 clusters Score -1485790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1485822.000000 Penalty: 4638.297363
	Iteration 19Q: 3 clusters Score -1485822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1485855.250000 Penalty: 4638.297363
	Iteration 20F: 3 clusters Score -1485855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1485882.625000 Penalty: 4638.297363
	Iteration 21Q: 3 clusters Score -1485883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1485908.000000 Penalty: 4638.297363
	Iteration 22Q: 3 clusters Score -1485908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1485915.875000 Penalty: 4638.297363
	Iteration 23Q: 3 clusters Score -1485916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1485917.375000 Penalty: 4638.297363
	Iteration 24Q: 3 clusters Score -1485917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1485920.750000 Penalty: 4638.297363
	Iteration 25Q: 3 clusters Score -1485921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1485922.875000 Penalty: 4638.297363
	Iteration 26Q: 3 clusters Score -1485923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1485926.250000 Penalty: 4638.297363
	Iteration 27Q: 3 clusters Score -1485926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1485928.250000 Penalty: 4638.297363
	Iteration 28Q: 3 clusters Score -1485928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1485928.000000 Penalty: 4638.297363
	Iteration 29Q: 3 clusters Score -1485928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1485929.875000 Penalty: 4638.297363
	Iteration 30Q: 3 clusters Score -1485930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1485930.375000 Penalty: 4638.297363
	Iteration 31Q: 3 clusters Score -1485930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1485933.750000 Penalty: 4638.297363
	Iteration 32Q: 3 clusters Score -1485934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1485933.750000 Penalty: 4638.297363
	Iteration 33F: 3 clusters Score -1485934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Entering Unmasked Estep 
Score: -6079441.500000 Penalty: 2659.031494
	Iteration 0F: 2 clusters Score -6079442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -6048866.000000 Penalty: 5318.062988
	Iteration 0F: 3 clusters Score -6048866 nChanged 20826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6060411.000000 Penalty: 5318.062988
	Iteration 1F: 3 clusters Score -6060411 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -6060867.000000 Penalty: 5318.062988
	Iteration 2Q: 3 clusters Score -6060867 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -6061291.000000 Penalty: 5318.062988
	Iteration 3Q: 3 clusters Score -6061291 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -6061572.500000 Penalty: 5318.062988
	Iteration 4Q: 3 clusters Score -6061572 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -6061884.000000 Penalty: 5318.062988
	Iteration 5Q: 3 clusters Score -6061884 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -6062157.500000 Penalty: 5318.062988
	Iteration 6Q: 3 clusters Score -6062158 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -6062454.500000 Penalty: 5318.062988
	Iteration 7Q: 3 clusters Score -6062454 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -6062826.500000 Penalty: 5318.062988
	Iteration 8Q: 3 clusters Score -6062826 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -6063414.000000 Penalty: 5318.062988
	Iteration 9Q: 3 clusters Score -6063414 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -6064274.500000 Penalty: 5318.062988
	Iteration 10Q: 3 clusters Score -6064274 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -6065752.000000 Penalty: 5318.062988
	Iteration 11F: 3 clusters Score -6065752 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -6067996.500000 Penalty: 5318.062988
	Iteration 12F: 3 clusters Score -6067996 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -6070777.000000 Penalty: 5318.062988
	Iteration 13F: 3 clusters Score -6070777 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -6073573.500000 Penalty: 5318.062988
	Iteration 14F: 3 clusters Score -6073574 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -6075490.000000 Penalty: 5318.062988
	Iteration 15Q: 3 clusters Score -6075490 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -6076397.500000 Penalty: 5318.062988
	Iteration 16Q: 3 clusters Score -6076398 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -6076733.500000 Penalty: 5318.062988
	Iteration 17Q: 3 clusters Score -6076734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -6076882.000000 Penalty: 5318.062988
	Iteration 18Q: 3 clusters Score -6076882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -6076966.000000 Penalty: 5318.062988
	Iteration 19Q: 3 clusters Score -6076966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -6077033.500000 Penalty: 5318.062988
	Iteration 20F: 3 clusters Score -6077034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -6077053.500000 Penalty: 5318.062988
	Iteration 21Q: 3 clusters Score -6077054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -6077071.000000 Penalty: 5318.062988
	Iteration 22Q: 3 clusters Score -6077071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -6077080.000000 Penalty: 5318.062988
	Iteration 23Q: 3 clusters Score -6077080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -6077081.000000 Penalty: 5318.062988
	Iteration 24Q: 3 clusters Score -6077081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -6077084.500000 Penalty: 5318.062988
	Iteration 25Q: 3 clusters Score -6077084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -6077090.500000 Penalty: 5318.062988
	Iteration 26Q: 3 clusters Score -6077090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -6077092.500000 Penalty: 5318.062988
	Iteration 27Q: 3 clusters Score -6077092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -6077092.500000 Penalty: 5318.062988
	Iteration 28F: 3 clusters Score -6077092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Entering Unmasked Estep 
Score: -4585684.500000 Penalty: 2608.006836
	Iteration 0F: 2 clusters Score -4585684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4560615.000000 Penalty: 5216.013672
	Iteration 0F: 3 clusters Score -4560615 nChanged 16825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4569824.500000 Penalty: 5216.013672
	Iteration 1F: 3 clusters Score -4569824 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -4570294.500000 Penalty: 5216.013672
	Iteration 2Q: 3 clusters Score -4570294 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4570737.000000 Penalty: 5216.013672
	Iteration 3Q: 3 clusters Score -4570737 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4571188.000000 Penalty: 5216.013672
	Iteration 4Q: 3 clusters Score -4571188 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4571657.000000 Penalty: 5216.013672
	Iteration 5Q: 3 clusters Score -4571657 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4572211.000000 Penalty: 5216.013672
	Iteration 6Q: 3 clusters Score -4572211 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4572923.500000 Penalty: 5216.013672
	Iteration 7Q: 3 clusters Score -4572924 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4573776.500000 Penalty: 5216.013672
	Iteration 8Q: 3 clusters Score -4573776 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4574775.000000 Penalty: 5216.013672
	Iteration 9Q: 3 clusters Score -4574775 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -4575964.000000 Penalty: 5216.013672
	Iteration 10Q: 3 clusters Score -4575964 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -4577137.500000 Penalty: 5216.013672
	Iteration 11Q: 3 clusters Score -4577138 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -4578358.000000 Penalty: 5216.013672
	Iteration 12Q: 3 clusters Score -4578358 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4579514.000000 Penalty: 5216.013672
	Iteration 13Q: 3 clusters Score -4579514 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -4580479.500000 Penalty: 5216.013672
	Iteration 14Q: 3 clusters Score -4580480 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4581274.000000 Penalty: 5216.013672
	Iteration 15Q: 3 clusters Score -4581274 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4581873.500000 Penalty: 5216.013672
	Iteration 16Q: 3 clusters Score -4581874 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4582367.000000 Penalty: 5216.013672
	Iteration 17Q: 3 clusters Score -4582367 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4582730.500000 Penalty: 5216.013672
	Iteration 18Q: 3 clusters Score -4582730 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4582943.000000 Penalty: 5216.013672
	Iteration 19Q: 3 clusters Score -4582943 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -4583080.000000 Penalty: 5216.013672
	Iteration 20F: 3 clusters Score -4583080 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4583161.500000 Penalty: 5216.013672
	Iteration 21Q: 3 clusters Score -4583162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4583243.500000 Penalty: 5216.013672
	Iteration 22Q: 3 clusters Score -4583244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -4583311.500000 Penalty: 5216.013672
	Iteration 23Q: 3 clusters Score -4583312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4583375.000000 Penalty: 5216.013672
	Iteration 24Q: 3 clusters Score -4583375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4583420.500000 Penalty: 5216.013672
	Iteration 25Q: 3 clusters Score -4583420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4583465.500000 Penalty: 5216.013672
	Iteration 26Q: 3 clusters Score -4583466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4583488.000000 Penalty: 5216.013672
	Iteration 27Q: 3 clusters Score -4583488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4583515.500000 Penalty: 5216.013672
	Iteration 28Q: 3 clusters Score -4583516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4583533.000000 Penalty: 5216.013672
	Iteration 29Q: 3 clusters Score -4583533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4583539.500000 Penalty: 5216.013672
	Iteration 30Q: 3 clusters Score -4583540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -4583540.500000 Penalty: 5216.013672
	Iteration 31Q: 3 clusters Score -4583540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4583548.000000 Penalty: 5216.013672
	Iteration 32Q: 3 clusters Score -4583548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4583550.000000 Penalty: 5216.013672
	Iteration 33Q: 3 clusters Score -4583550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -4583553.500000 Penalty: 5216.013672
	Iteration 34Q: 3 clusters Score -4583554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4583556.000000 Penalty: 5216.013672
	Iteration 35Q: 3 clusters Score -4583556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4583554.000000 Penalty: 5216.013672
	Iteration 36Q: 3 clusters Score -4583554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4583554.000000 Penalty: 5216.013672
	Iteration 37F: 3 clusters Score -4583554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Entering Unmasked Estep 
Score: -3083484.500000 Penalty: 2488.668701
	Iteration 0F: 2 clusters Score -3083484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3067550.750000 Penalty: 4977.337402
	Iteration 0F: 3 clusters Score -3067551 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3073074.500000 Penalty: 4977.337402
	Iteration 1F: 3 clusters Score -3073074 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3073438.750000 Penalty: 4977.337402
	Iteration 2Q: 3 clusters Score -3073439 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3073743.000000 Penalty: 4977.337402
	Iteration 3Q: 3 clusters Score -3073743 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3074006.000000 Penalty: 4977.337402
	Iteration 4Q: 3 clusters Score -3074006 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3074290.000000 Penalty: 4977.337402
	Iteration 5Q: 3 clusters Score -3074290 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3074573.750000 Penalty: 4977.337402
	Iteration 6Q: 3 clusters Score -3074574 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3074937.250000 Penalty: 4977.337402
	Iteration 7Q: 3 clusters Score -3074937 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3075482.750000 Penalty: 4977.337402
	Iteration 8Q: 3 clusters Score -3075483 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3076312.500000 Penalty: 4977.337402
	Iteration 9F: 3 clusters Score -3076312 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3077465.250000 Penalty: 4977.337402
	Iteration 10F: 3 clusters Score -3077465 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3078801.500000 Penalty: 4977.337402
	Iteration 11F: 3 clusters Score -3078802 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3079886.500000 Penalty: 4977.337402
	Iteration 12F: 3 clusters Score -3079886 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3080586.750000 Penalty: 4977.337402
	Iteration 13Q: 3 clusters Score -3080587 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3080934.500000 Penalty: 4977.337402
	Iteration 14Q: 3 clusters Score -3080934 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3081108.500000 Penalty: 4977.337402
	Iteration 15Q: 3 clusters Score -3081108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3081199.750000 Penalty: 4977.337402
	Iteration 16Q: 3 clusters Score -3081200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3081223.000000 Penalty: 4977.337402
	Iteration 17Q: 3 clusters Score -3081223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3081256.500000 Penalty: 4977.337402
	Iteration 18Q: 3 clusters Score -3081256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3081261.250000 Penalty: 4977.337402
	Iteration 19Q: 3 clusters Score -3081261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3081263.250000 Penalty: 4977.337402
	Iteration 20F: 3 clusters Score -3081263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3081267.250000 Penalty: 4977.337402
	Iteration 21Q: 3 clusters Score -3081267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3081266.000000 Penalty: 4977.337402
	Iteration 22Q: 3 clusters Score -3081266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3081266.000000 Penalty: 4977.337402
	Iteration 23F: 3 clusters Score -3081266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Entering Unmasked Estep 
Score: -2639540.000000 Penalty: 2450.649414
	Iteration 0F: 2 clusters Score -2639540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2625845.250000 Penalty: 4901.298828
	Iteration 0F: 3 clusters Score -2625845 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2630441.750000 Penalty: 4901.298828
	Iteration 1F: 3 clusters Score -2630442 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2630930.500000 Penalty: 4901.298828
	Iteration 2F: 3 clusters Score -2630930 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2631409.750000 Penalty: 4901.298828
	Iteration 3F: 3 clusters Score -2631410 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2631961.000000 Penalty: 4901.298828
	Iteration 4F: 3 clusters Score -2631961 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2632509.250000 Penalty: 4901.298828
	Iteration 5F: 3 clusters Score -2632509 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2633100.750000 Penalty: 4901.298828
	Iteration 6F: 3 clusters Score -2633101 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2633793.250000 Penalty: 4901.298828
	Iteration 7F: 3 clusters Score -2633793 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2634518.500000 Penalty: 4901.298828
	Iteration 8F: 3 clusters Score -2634518 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2635195.250000 Penalty: 4901.298828
	Iteration 9Q: 3 clusters Score -2635195 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2635770.500000 Penalty: 4901.298828
	Iteration 10Q: 3 clusters Score -2635770 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2636189.500000 Penalty: 4901.298828
	Iteration 11Q: 3 clusters Score -2636190 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2636485.500000 Penalty: 4901.298828
	Iteration 12Q: 3 clusters Score -2636486 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2636666.750000 Penalty: 4901.298828
	Iteration 13Q: 3 clusters Score -2636667 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2636806.000000 Penalty: 4901.298828
	Iteration 14Q: 3 clusters Score -2636806 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2636917.750000 Penalty: 4901.298828
	Iteration 15Q: 3 clusters Score -2636918 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2637038.250000 Penalty: 4901.298828
	Iteration 16Q: 3 clusters Score -2637038 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2637174.500000 Penalty: 4901.298828
	Iteration 17Q: 3 clusters Score -2637174 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2637279.250000 Penalty: 4901.298828
	Iteration 18Q: 3 clusters Score -2637279 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2637383.000000 Penalty: 4901.298828
	Iteration 19Q: 3 clusters Score -2637383 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2637484.500000 Penalty: 4901.298828
	Iteration 20F: 3 clusters Score -2637484 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2637582.750000 Penalty: 4901.298828
	Iteration 21Q: 3 clusters Score -2637583 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2637712.750000 Penalty: 4901.298828
	Iteration 22Q: 3 clusters Score -2637713 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2637806.250000 Penalty: 4901.298828
	Iteration 23Q: 3 clusters Score -2637806 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2637895.000000 Penalty: 4901.298828
	Iteration 24Q: 3 clusters Score -2637895 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2637997.750000 Penalty: 4901.298828
	Iteration 25Q: 3 clusters Score -2637998 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2638080.250000 Penalty: 4901.298828
	Iteration 26Q: 3 clusters Score -2638080 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2638125.500000 Penalty: 4901.298828
	Iteration 27Q: 3 clusters Score -2638126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2638171.000000 Penalty: 4901.298828
	Iteration 28Q: 3 clusters Score -2638171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2638211.500000 Penalty: 4901.298828
	Iteration 29Q: 3 clusters Score -2638212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2638247.250000 Penalty: 4901.298828
	Iteration 30Q: 3 clusters Score -2638247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2638290.250000 Penalty: 4901.298828
	Iteration 31Q: 3 clusters Score -2638290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2638302.250000 Penalty: 4901.298828
	Iteration 32Q: 3 clusters Score -2638302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2638319.750000 Penalty: 4901.298828
	Iteration 33Q: 3 clusters Score -2638320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2638322.750000 Penalty: 4901.298828
	Iteration 34Q: 3 clusters Score -2638323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2638347.500000 Penalty: 4901.298828
	Iteration 35Q: 3 clusters Score -2638348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2638353.000000 Penalty: 4901.298828
	Iteration 36Q: 3 clusters Score -2638353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2638357.000000 Penalty: 4901.298828
	Iteration 37Q: 3 clusters Score -2638357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2638371.000000 Penalty: 4901.298828
	Iteration 38Q: 3 clusters Score -2638371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2638376.750000 Penalty: 4901.298828
	Iteration 39Q: 3 clusters Score -2638377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2638393.000000 Penalty: 4901.298828
	Iteration 40F: 3 clusters Score -2638393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2638404.250000 Penalty: 4901.298828
	Iteration 41Q: 3 clusters Score -2638404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2638410.000000 Penalty: 4901.298828
	Iteration 42Q: 3 clusters Score -2638410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2638418.500000 Penalty: 4901.298828
	Iteration 43Q: 3 clusters Score -2638418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2638420.000000 Penalty: 4901.298828
	Iteration 44Q: 3 clusters Score -2638420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2638428.750000 Penalty: 4901.298828
	Iteration 45Q: 3 clusters Score -2638429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2638430.000000 Penalty: 4901.298828
	Iteration 46Q: 3 clusters Score -2638430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2638434.250000 Penalty: 4901.298828
	Iteration 47Q: 3 clusters Score -2638434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2638437.000000 Penalty: 4901.298828
	Iteration 48Q: 3 clusters Score -2638437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2638438.500000 Penalty: 4901.298828
	Iteration 49Q: 3 clusters Score -2638438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2638438.500000 Penalty: 4901.298828
	Iteration 50Q: 3 clusters Score -2638438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2638438.500000 Penalty: 4901.298828
	Iteration 51F: 3 clusters Score -2638438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190290 members 
Entering Unmasked Estep 
Score: -25189060.000000 Penalty: 3014.763428
	Iteration 0F: 2 clusters Score -2.518906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -25080638.000000 Penalty: 6029.526855
	Iteration 0F: 3 clusters Score -2.508064e+07 nChanged 91500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -25133792.000000 Penalty: 6029.526855
	Iteration 1F: 3 clusters Score -2.513379e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -25134424.000000 Penalty: 6029.526855
	Iteration 2Q: 3 clusters Score -2.513442e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -25135222.000000 Penalty: 6029.526855
	Iteration 3Q: 3 clusters Score -2.513522e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -25136152.000000 Penalty: 6029.526855
	Iteration 4Q: 3 clusters Score -2.513615e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102305 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -25137356.000000 Penalty: 6029.526855
	Iteration 5Q: 3 clusters Score -2.513736e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105684 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -25139564.000000 Penalty: 6029.526855
	Iteration 6Q: 3 clusters Score -2.513956e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -25142600.000000 Penalty: 6029.526855
	Iteration 7Q: 3 clusters Score -2.51426e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116938 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -25147328.000000 Penalty: 6029.526855
	Iteration 8F: 3 clusters Score -2.514733e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -25154570.000000 Penalty: 6029.526855
	Iteration 9F: 3 clusters Score -2.515457e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132023 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -25163656.000000 Penalty: 6029.526855
	Iteration 10F: 3 clusters Score -2.516366e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137497 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -25171386.000000 Penalty: 6029.526855
	Iteration 11F: 3 clusters Score -2.517139e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140730 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -25175258.000000 Penalty: 6029.526855
	Iteration 12Q: 3 clusters Score -2.517526e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142919 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -25176680.000000 Penalty: 6029.526855
	Iteration 13Q: 3 clusters Score -2.517668e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -25177368.000000 Penalty: 6029.526855
	Iteration 14Q: 3 clusters Score -2.517737e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146511 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -25177996.000000 Penalty: 6029.526855
	Iteration 15Q: 3 clusters Score -2.5178e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -25178502.000000 Penalty: 6029.526855
	Iteration 16Q: 3 clusters Score -2.51785e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149794 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -25178970.000000 Penalty: 6029.526855
	Iteration 17Q: 3 clusters Score -2.517897e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151277 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -25179612.000000 Penalty: 6029.526855
	Iteration 18Q: 3 clusters Score -2.517961e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152779 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -25180282.000000 Penalty: 6029.526855
	Iteration 19Q: 3 clusters Score -2.518028e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -25181020.000000 Penalty: 6029.526855
	Iteration 20F: 3 clusters Score -2.518102e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -25181710.000000 Penalty: 6029.526855
	Iteration 21Q: 3 clusters Score -2.518171e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157640 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -25182288.000000 Penalty: 6029.526855
	Iteration 22Q: 3 clusters Score -2.518229e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159246 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -25182942.000000 Penalty: 6029.526855
	Iteration 23Q: 3 clusters Score -2.518294e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160809 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -25183532.000000 Penalty: 6029.526855
	Iteration 24Q: 3 clusters Score -2.518353e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162471 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -25184006.000000 Penalty: 6029.526855
	Iteration 25Q: 3 clusters Score -2.518401e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164145 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -25184562.000000 Penalty: 6029.526855
	Iteration 26Q: 3 clusters Score -2.518456e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165863 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -25185136.000000 Penalty: 6029.526855
	Iteration 27Q: 3 clusters Score -2.518514e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167524 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -25185686.000000 Penalty: 6029.526855
	Iteration 28Q: 3 clusters Score -2.518569e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -25186206.000000 Penalty: 6029.526855
	Iteration 29Q: 3 clusters Score -2.518621e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170629 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -25186740.000000 Penalty: 6029.526855
	Iteration 30Q: 3 clusters Score -2.518674e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172057 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -25187136.000000 Penalty: 6029.526855
	Iteration 31Q: 3 clusters Score -2.518714e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -25187424.000000 Penalty: 6029.526855
	Iteration 32Q: 3 clusters Score -2.518742e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174599 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -25187672.000000 Penalty: 6029.526855
	Iteration 33Q: 3 clusters Score -2.518767e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -25187834.000000 Penalty: 6029.526855
	Iteration 34Q: 3 clusters Score -2.518783e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -25188030.000000 Penalty: 6029.526855
	Iteration 35Q: 3 clusters Score -2.518803e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177657 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -25188118.000000 Penalty: 6029.526855
	Iteration 36Q: 3 clusters Score -2.518812e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178508 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -25188198.000000 Penalty: 6029.526855
	Iteration 37Q: 3 clusters Score -2.51882e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179275 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -25188338.000000 Penalty: 6029.526855
	Iteration 38Q: 3 clusters Score -2.518834e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179988 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -25188296.000000 Penalty: 6029.526855
	Iteration 39Q: 3 clusters Score -2.51883e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -25188326.000000 Penalty: 6029.526855
	Iteration 40F: 3 clusters Score -2.518833e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181274 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -25188400.000000 Penalty: 6029.526855
	Iteration 41Q: 3 clusters Score -2.51884e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181876 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -25188348.000000 Penalty: 6029.526855
	Iteration 42Q: 3 clusters Score -2.518835e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182362 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -25188382.000000 Penalty: 6029.526855
	Iteration 43Q: 3 clusters Score -2.518838e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182821 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -25188296.000000 Penalty: 6029.526855
	Iteration 44Q: 3 clusters Score -2.51883e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183196 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -25188342.000000 Penalty: 6029.526855
	Iteration 45Q: 3 clusters Score -2.518834e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183574 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -25188376.000000 Penalty: 6029.526855
	Iteration 46Q: 3 clusters Score -2.518838e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183911 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -25188346.000000 Penalty: 6029.526855
	Iteration 47Q: 3 clusters Score -2.518835e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184228 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -25188362.000000 Penalty: 6029.526855
	Iteration 48Q: 3 clusters Score -2.518836e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184501 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -25188360.000000 Penalty: 6029.526855
	Iteration 49Q: 3 clusters Score -2.518836e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184730 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -25188298.000000 Penalty: 6029.526855
	Iteration 50Q: 3 clusters Score -2.51883e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184951 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -25188328.000000 Penalty: 6029.526855
	Iteration 51Q: 3 clusters Score -2.518833e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185137 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -25188324.000000 Penalty: 6029.526855
	Iteration 52Q: 3 clusters Score -2.518832e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185277 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -25188318.000000 Penalty: 6029.526855
	Iteration 53Q: 3 clusters Score -2.518832e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185413 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -25188266.000000 Penalty: 6029.526855
	Iteration 54Q: 3 clusters Score -2.518827e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185547 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -25188312.000000 Penalty: 6029.526855
	Iteration 55Q: 3 clusters Score -2.518831e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185669 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -25188280.000000 Penalty: 6029.526855
	Iteration 56Q: 3 clusters Score -2.518828e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185784 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -25188268.000000 Penalty: 6029.526855
	Iteration 57Q: 3 clusters Score -2.518827e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185895 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -25188268.000000 Penalty: 6029.526855
	Iteration 58Q: 3 clusters Score -2.518827e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185987 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -25188238.000000 Penalty: 6029.526855
	Iteration 59Q: 3 clusters Score -2.518824e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186070 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -25188244.000000 Penalty: 6029.526855
	Iteration 60F: 3 clusters Score -2.518824e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186122 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -25188262.000000 Penalty: 6029.526855
	Iteration 61Q: 3 clusters Score -2.518826e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186183 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -25188270.000000 Penalty: 6029.526855
	Iteration 62Q: 3 clusters Score -2.518827e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186250 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -25188268.000000 Penalty: 6029.526855
	Iteration 63Q: 3 clusters Score -2.518827e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186312 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -25188288.000000 Penalty: 6029.526855
	Iteration 64Q: 3 clusters Score -2.518829e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186378 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -25188246.000000 Penalty: 6029.526855
	Iteration 65Q: 3 clusters Score -2.518825e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186440 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -25188238.000000 Penalty: 6029.526855
	Iteration 66Q: 3 clusters Score -2.518824e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186482 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -25188272.000000 Penalty: 6029.526855
	Iteration 67Q: 3 clusters Score -2.518827e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186524 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -25188276.000000 Penalty: 6029.526855
	Iteration 68Q: 3 clusters Score -2.518828e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186565 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -25188270.000000 Penalty: 6029.526855
	Iteration 69Q: 3 clusters Score -2.518827e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186615 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -25188240.000000 Penalty: 6029.526855
	Iteration 70Q: 3 clusters Score -2.518824e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186648 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -25188240.000000 Penalty: 6029.526855
	Iteration 71Q: 3 clusters Score -2.518824e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186677 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -25188236.000000 Penalty: 6029.526855
	Iteration 72Q: 3 clusters Score -2.518824e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186707 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -25188232.000000 Penalty: 6029.526855
	Iteration 73Q: 3 clusters Score -2.518823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186724 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -25188224.000000 Penalty: 6029.526855
	Iteration 74Q: 3 clusters Score -2.518822e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186754 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -25188212.000000 Penalty: 6029.526855
	Iteration 75Q: 3 clusters Score -2.518821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186772 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -25188210.000000 Penalty: 6029.526855
	Iteration 76Q: 3 clusters Score -2.518821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186807 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -25188192.000000 Penalty: 6029.526855
	Iteration 77Q: 3 clusters Score -2.518819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186839 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -25188210.000000 Penalty: 6029.526855
	Iteration 78Q: 3 clusters Score -2.518821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186863 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -25188216.000000 Penalty: 6029.526855
	Iteration 79Q: 3 clusters Score -2.518822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186892 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -25188194.000000 Penalty: 6029.526855
	Iteration 80F: 3 clusters Score -2.518819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186922 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -25188186.000000 Penalty: 6029.526855
	Iteration 81Q: 3 clusters Score -2.518819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186944 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -25188190.000000 Penalty: 6029.526855
	Iteration 82Q: 3 clusters Score -2.518819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186963 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -25188208.000000 Penalty: 6029.526855
	Iteration 83Q: 3 clusters Score -2.518821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186975 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -25188190.000000 Penalty: 6029.526855
	Iteration 84Q: 3 clusters Score -2.518819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186989 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -25188186.000000 Penalty: 6029.526855
	Iteration 85Q: 3 clusters Score -2.518819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186998 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -25188176.000000 Penalty: 6029.526855
	Iteration 86Q: 3 clusters Score -2.518818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187012 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -25188172.000000 Penalty: 6029.526855
	Iteration 87Q: 3 clusters Score -2.518817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187023 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -25188172.000000 Penalty: 6029.526855
	Iteration 88Q: 3 clusters Score -2.518817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187031 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -25188172.000000 Penalty: 6029.526855
	Iteration 89Q: 3 clusters Score -2.518817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187036 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -25188186.000000 Penalty: 6029.526855
	Iteration 90Q: 3 clusters Score -2.518819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187040 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -25188186.000000 Penalty: 6029.526855
	Iteration 91Q: 3 clusters Score -2.518819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187045 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -25188194.000000 Penalty: 6029.526855
	Iteration 92Q: 3 clusters Score -2.518819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187052 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -25188186.000000 Penalty: 6029.526855
	Iteration 93Q: 3 clusters Score -2.518819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187055 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -25188198.000000 Penalty: 6029.526855
	Iteration 94Q: 3 clusters Score -2.51882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187058 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -25188198.000000 Penalty: 6029.526855
	Iteration 95Q: 3 clusters Score -2.51882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187065 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -25188204.000000 Penalty: 6029.526855
	Iteration 96Q: 3 clusters Score -2.51882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -25188206.000000 Penalty: 6029.526855
	Iteration 97Q: 3 clusters Score -2.518821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187086 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -25188204.000000 Penalty: 6029.526855
	Iteration 98Q: 3 clusters Score -2.51882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187097 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -25188192.000000 Penalty: 6029.526855
	Iteration 99Q: 3 clusters Score -2.518819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187109 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -25188174.000000 Penalty: 6029.526855
	Iteration 100F: 3 clusters Score -2.518817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187122 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -25188138.000000 Penalty: 6029.526855
	Iteration 101Q: 3 clusters Score -2.518814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187132 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -25188180.000000 Penalty: 6029.526855
	Iteration 102Q: 3 clusters Score -2.518818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187144 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25188170.000000 Penalty: 6029.526855
	Iteration 103Q: 3 clusters Score -2.518817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187152 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -25188198.000000 Penalty: 6029.526855
	Iteration 104Q: 3 clusters Score -2.51882e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187168 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -25188204.000000 Penalty: 6029.526855
	Iteration 105Q: 3 clusters Score -2.51882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187178 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -25188192.000000 Penalty: 6029.526855
	Iteration 106Q: 3 clusters Score -2.518819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187184 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -25188178.000000 Penalty: 6029.526855
	Iteration 107Q: 3 clusters Score -2.518818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187187 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -25188190.000000 Penalty: 6029.526855
	Iteration 108Q: 3 clusters Score -2.518819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187190 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -25188204.000000 Penalty: 6029.526855
	Iteration 109Q: 3 clusters Score -2.51882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187193 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -25188198.000000 Penalty: 6029.526855
	Iteration 110Q: 3 clusters Score -2.51882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187199 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -25188196.000000 Penalty: 6029.526855
	Iteration 111Q: 3 clusters Score -2.51882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187201 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -25188194.000000 Penalty: 6029.526855
	Iteration 112Q: 3 clusters Score -2.518819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187201 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -25188204.000000 Penalty: 6029.526855
	Iteration 113Q: 3 clusters Score -2.51882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187202 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -25188202.000000 Penalty: 6029.526855
	Iteration 114Q: 3 clusters Score -2.51882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187203 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -25188190.000000 Penalty: 6029.526855
	Iteration 115Q: 3 clusters Score -2.518819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187204 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -25188196.000000 Penalty: 6029.526855
	Iteration 116Q: 3 clusters Score -2.51882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187205 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -25188194.000000 Penalty: 6029.526855
	Iteration 117Q: 3 clusters Score -2.518819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187205 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -25188194.000000 Penalty: 6029.526855
	Iteration 118F: 3 clusters Score -2.518819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -250922.906250 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -250922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -248354.218750 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -248354.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -248825.937500 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -248825.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -248917.984375 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -248918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -248961.765625 Penalty: 3753.916260
	Iteration 3Q: 3 clusters Score -248961.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -248985.546875 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -248985.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -249005.218750 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -249005.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -249020.906250 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -249020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -249024.812500 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -249024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -249028.453125 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -249028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -249030.468750 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -249030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -249033.390625 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -249033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -249035.875000 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -249035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -249040.078125 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -249040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -249043.921875 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -249043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -249047.296875 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -249047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -249048.968750 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -249049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249049.578125 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -249049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -249049.734375 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -249049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -249049.734375 Penalty: 3753.916260
	Iteration 18F: 3 clusters Score -249049.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196464 members 
Entering Unmasked Estep 
Score: -26061702.000000 Penalty: 3022.682129
	Iteration 0F: 2 clusters Score -2.60617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -25934522.000000 Penalty: 6045.364258
	Iteration 0F: 3 clusters Score -2.593452e+07 nChanged 94729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 103057 members 
Entering Unmasked Estep 
Score: -25990770.000000 Penalty: 6045.364258
	Iteration 1F: 3 clusters Score -2.599077e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -25992320.000000 Penalty: 6045.364258
	Iteration 2Q: 3 clusters Score -2.599232e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 110271 members 
Entering Unmasked Estep 
Score: -25994658.000000 Penalty: 6045.364258
	Iteration 3Q: 3 clusters Score -2.599466e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 116657 members 
Entering Unmasked Estep 
Score: -25998248.000000 Penalty: 6045.364258
	Iteration 4Q: 3 clusters Score -2.599825e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 125690 members 
Entering Unmasked Estep 
Score: -26004208.000000 Penalty: 6045.364258
	Iteration 5F: 3 clusters Score -2.600421e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -26012888.000000 Penalty: 6045.364258
	Iteration 6F: 3 clusters Score -2.601289e+07 nChanged 13466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 150180 members 
Entering Unmasked Estep 
Score: -26023624.000000 Penalty: 6045.364258
	Iteration 7F: 3 clusters Score -2.602362e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 162808 members 
Entering Unmasked Estep 
Score: -26034310.000000 Penalty: 6045.364258
	Iteration 8F: 3 clusters Score -2.603431e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 173056 members 
Entering Unmasked Estep 
Score: -26042884.000000 Penalty: 6045.364258
	Iteration 9F: 3 clusters Score -2.604288e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 180366 members 
Entering Unmasked Estep 
Score: -26048492.000000 Penalty: 6045.364258
	Iteration 10Q: 3 clusters Score -2.604849e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 185232 members 
Entering Unmasked Estep 
Score: -26052040.000000 Penalty: 6045.364258
	Iteration 11Q: 3 clusters Score -2.605204e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 188517 members 
Entering Unmasked Estep 
Score: -26054390.000000 Penalty: 6045.364258
	Iteration 12Q: 3 clusters Score -2.605439e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 190765 members 
Entering Unmasked Estep 
Score: -26055904.000000 Penalty: 6045.364258
	Iteration 13Q: 3 clusters Score -2.60559e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 192228 members 
Entering Unmasked Estep 
Score: -26056676.000000 Penalty: 6045.364258
	Iteration 14Q: 3 clusters Score -2.605668e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 193240 members 
Entering Unmasked Estep 
Score: -26057388.000000 Penalty: 6045.364258
	Iteration 15Q: 3 clusters Score -2.605739e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 193953 members 
Entering Unmasked Estep 
Score: -26057866.000000 Penalty: 6045.364258
	Iteration 16Q: 3 clusters Score -2.605787e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 194460 members 
Entering Unmasked Estep 
Score: -26058288.000000 Penalty: 6045.364258
	Iteration 17Q: 3 clusters Score -2.605829e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 194799 members 
Entering Unmasked Estep 
Score: -26058510.000000 Penalty: 6045.364258
	Iteration 18Q: 3 clusters Score -2.605851e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 195061 members 
Entering Unmasked Estep 
Score: -26058714.000000 Penalty: 6045.364258
	Iteration 19Q: 3 clusters Score -2.605871e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 195238 members 
Entering Unmasked Estep 
Score: -26058846.000000 Penalty: 6045.364258
	Iteration 20F: 3 clusters Score -2.605885e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 195366 members 
Entering Unmasked Estep 
Score: -26058952.000000 Penalty: 6045.364258
	Iteration 21Q: 3 clusters Score -2.605895e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 195470 members 
Entering Unmasked Estep 
Score: -26059004.000000 Penalty: 6045.364258
	Iteration 22Q: 3 clusters Score -2.6059e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 195533 members 
Entering Unmasked Estep 
Score: -26059022.000000 Penalty: 6045.364258
	Iteration 23Q: 3 clusters Score -2.605902e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 195583 members 
Entering Unmasked Estep 
Score: -26059024.000000 Penalty: 6045.364258
	Iteration 24Q: 3 clusters Score -2.605902e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 195622 members 
Entering Unmasked Estep 
Score: -26059036.000000 Penalty: 6045.364258
	Iteration 25Q: 3 clusters Score -2.605904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 195646 members 
Entering Unmasked Estep 
Score: -26059066.000000 Penalty: 6045.364258
	Iteration 26Q: 3 clusters Score -2.605907e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 195662 members 
Entering Unmasked Estep 
Score: -26059050.000000 Penalty: 6045.364258
	Iteration 27Q: 3 clusters Score -2.605905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 195672 members 
Entering Unmasked Estep 
Score: -26059050.000000 Penalty: 6045.364258
	Iteration 28Q: 3 clusters Score -2.605905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 195681 members 
Entering Unmasked Estep 
Score: -26059064.000000 Penalty: 6045.364258
	Iteration 29Q: 3 clusters Score -2.605906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 195688 members 
Entering Unmasked Estep 
Score: -26059082.000000 Penalty: 6045.364258
	Iteration 30Q: 3 clusters Score -2.605908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 195701 members 
Entering Unmasked Estep 
Score: -26059082.000000 Penalty: 6045.364258
	Iteration 31Q: 3 clusters Score -2.605908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 195709 members 
Entering Unmasked Estep 
Score: -26059082.000000 Penalty: 6045.364258
	Iteration 32Q: 3 clusters Score -2.605908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 195718 members 
Entering Unmasked Estep 
Score: -26059102.000000 Penalty: 6045.364258
	Iteration 33Q: 3 clusters Score -2.60591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 195730 members 
Entering Unmasked Estep 
Score: -26059094.000000 Penalty: 6045.364258
	Iteration 34Q: 3 clusters Score -2.605909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 195739 members 
Entering Unmasked Estep 
Score: -26059104.000000 Penalty: 6045.364258
	Iteration 35Q: 3 clusters Score -2.60591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 195746 members 
Entering Unmasked Estep 
Score: -26059090.000000 Penalty: 6045.364258
	Iteration 36Q: 3 clusters Score -2.605909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 195749 members 
Entering Unmasked Estep 
Score: -26059102.000000 Penalty: 6045.364258
	Iteration 37Q: 3 clusters Score -2.60591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 195751 members 
Entering Unmasked Estep 
Score: -26059108.000000 Penalty: 6045.364258
	Iteration 38Q: 3 clusters Score -2.605911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 195756 members 
Entering Unmasked Estep 
Score: -26059090.000000 Penalty: 6045.364258
	Iteration 39Q: 3 clusters Score -2.605909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -26059100.000000 Penalty: 6045.364258
	Iteration 40F: 3 clusters Score -2.60591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 195757 members 
Entering Unmasked Estep 
Score: -26059116.000000 Penalty: 6045.364258
	Iteration 41Q: 3 clusters Score -2.605912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 195760 members 
Entering Unmasked Estep 
Score: -26059102.000000 Penalty: 6045.364258
	Iteration 42Q: 3 clusters Score -2.60591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 195763 members 
Entering Unmasked Estep 
Score: -26059102.000000 Penalty: 6045.364258
	Iteration 43Q: 3 clusters Score -2.60591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 195768 members 
Entering Unmasked Estep 
Score: -26059086.000000 Penalty: 6045.364258
	Iteration 44Q: 3 clusters Score -2.605909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 195769 members 
Entering Unmasked Estep 
Score: -26059102.000000 Penalty: 6045.364258
	Iteration 45Q: 3 clusters Score -2.60591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 195770 members 
Entering Unmasked Estep 
Score: -26059098.000000 Penalty: 6045.364258
	Iteration 46Q: 3 clusters Score -2.60591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 195770 members 
Entering Unmasked Estep 
Score: -26059098.000000 Penalty: 6045.364258
	Iteration 47F: 3 clusters Score -2.60591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -28851.908203 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -28851.91 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 142 members 
Entering Unmasked Estep 
Score: -27654.244141 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -27654.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28000.519531 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -28000.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28289.228516 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28289.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28441.681641 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -28441.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28602.300781 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28602.3 nChanged 9
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: -28751.423828 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28751.42 nChanged 3
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: -28777.808594 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28777.81 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: -28821.208984 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -28821.21 nChanged 1
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: -28823.574219 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -28823.57 nChanged 1
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: -28828.523438 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -28828.52 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: -28831.318359 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -28831.32 nChanged 0
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: -28831.318359 Penalty: 2832.371582
	Iteration 11F: 3 clusters Score -28831.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -553537.312500 Penalty: 2077.954834
	Iteration 0F: 2 clusters Score -553537.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -549385.625000 Penalty: 4155.909668
	Iteration 0F: 3 clusters Score -549385.6 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -550297.125000 Penalty: 4155.909668
	Iteration 1F: 3 clusters Score -550297.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -550513.125000 Penalty: 4155.909668
	Iteration 2F: 3 clusters Score -550513.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -550622.312500 Penalty: 4155.909668
	Iteration 3Q: 3 clusters Score -550622.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -550703.000000 Penalty: 4155.909668
	Iteration 4Q: 3 clusters Score -550703 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -550781.687500 Penalty: 4155.909668
	Iteration 5Q: 3 clusters Score -550781.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -550854.500000 Penalty: 4155.909668
	Iteration 6Q: 3 clusters Score -550854.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -550910.750000 Penalty: 4155.909668
	Iteration 7Q: 3 clusters Score -550910.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -550971.125000 Penalty: 4155.909668
	Iteration 8Q: 3 clusters Score -550971.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -551030.625000 Penalty: 4155.909668
	Iteration 9Q: 3 clusters Score -551030.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -551088.500000 Penalty: 4155.909668
	Iteration 10Q: 3 clusters Score -551088.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -551148.250000 Penalty: 4155.909668
	Iteration 11Q: 3 clusters Score -551148.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -551210.500000 Penalty: 4155.909668
	Iteration 12Q: 3 clusters Score -551210.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -551262.500000 Penalty: 4155.909668
	Iteration 13Q: 3 clusters Score -551262.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -551311.562500 Penalty: 4155.909668
	Iteration 14Q: 3 clusters Score -551311.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -551355.250000 Penalty: 4155.909668
	Iteration 15Q: 3 clusters Score -551355.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -551404.812500 Penalty: 4155.909668
	Iteration 16Q: 3 clusters Score -551404.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -551465.375000 Penalty: 4155.909668
	Iteration 17Q: 3 clusters Score -551465.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -551535.000000 Penalty: 4155.909668
	Iteration 18Q: 3 clusters Score -551535 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -551600.875000 Penalty: 4155.909668
	Iteration 19Q: 3 clusters Score -551600.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -551654.875000 Penalty: 4155.909668
	Iteration 20F: 3 clusters Score -551654.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -551702.437500 Penalty: 4155.909668
	Iteration 21Q: 3 clusters Score -551702.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -551747.625000 Penalty: 4155.909668
	Iteration 22Q: 3 clusters Score -551747.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -551784.875000 Penalty: 4155.909668
	Iteration 23Q: 3 clusters Score -551784.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -551813.062500 Penalty: 4155.909668
	Iteration 24Q: 3 clusters Score -551813.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -551838.562500 Penalty: 4155.909668
	Iteration 25Q: 3 clusters Score -551838.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -551862.500000 Penalty: 4155.909668
	Iteration 26Q: 3 clusters Score -551862.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -551877.625000 Penalty: 4155.909668
	Iteration 27Q: 3 clusters Score -551877.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -551893.312500 Penalty: 4155.909668
	Iteration 28Q: 3 clusters Score -551893.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -551909.437500 Penalty: 4155.909668
	Iteration 29Q: 3 clusters Score -551909.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -551926.750000 Penalty: 4155.909668
	Iteration 30Q: 3 clusters Score -551926.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -551945.687500 Penalty: 4155.909668
	Iteration 31Q: 3 clusters Score -551945.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -551961.187500 Penalty: 4155.909668
	Iteration 32Q: 3 clusters Score -551961.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -551972.000000 Penalty: 4155.909668
	Iteration 33Q: 3 clusters Score -551972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -551980.812500 Penalty: 4155.909668
	Iteration 34Q: 3 clusters Score -551980.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -551987.812500 Penalty: 4155.909668
	Iteration 35Q: 3 clusters Score -551987.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -551995.375000 Penalty: 4155.909668
	Iteration 36Q: 3 clusters Score -551995.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -552002.125000 Penalty: 4155.909668
	Iteration 37Q: 3 clusters Score -552002.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -552008.437500 Penalty: 4155.909668
	Iteration 38Q: 3 clusters Score -552008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -552013.187500 Penalty: 4155.909668
	Iteration 39Q: 3 clusters Score -552013.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -552015.375000 Penalty: 4155.909668
	Iteration 40F: 3 clusters Score -552015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -552016.437500 Penalty: 4155.909668
	Iteration 41Q: 3 clusters Score -552016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -552017.625000 Penalty: 4155.909668
	Iteration 42Q: 3 clusters Score -552017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -552017.937500 Penalty: 4155.909668
	Iteration 43Q: 3 clusters Score -552017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -552019.562500 Penalty: 4155.909668
	Iteration 44Q: 3 clusters Score -552019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -552022.625000 Penalty: 4155.909668
	Iteration 45Q: 3 clusters Score -552022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -552024.437500 Penalty: 4155.909668
	Iteration 46Q: 3 clusters Score -552024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -552028.687500 Penalty: 4155.909668
	Iteration 47Q: 3 clusters Score -552028.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -552029.875000 Penalty: 4155.909668
	Iteration 48Q: 3 clusters Score -552029.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -552035.125000 Penalty: 4155.909668
	Iteration 49Q: 3 clusters Score -552035.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -552039.687500 Penalty: 4155.909668
	Iteration 50Q: 3 clusters Score -552039.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -552044.500000 Penalty: 4155.909668
	Iteration 51Q: 3 clusters Score -552044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -552048.437500 Penalty: 4155.909668
	Iteration 52Q: 3 clusters Score -552048.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -552052.937500 Penalty: 4155.909668
	Iteration 53Q: 3 clusters Score -552052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -552054.875000 Penalty: 4155.909668
	Iteration 54Q: 3 clusters Score -552054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -552056.375000 Penalty: 4155.909668
	Iteration 55Q: 3 clusters Score -552056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -552057.312500 Penalty: 4155.909668
	Iteration 56Q: 3 clusters Score -552057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -552061.812500 Penalty: 4155.909668
	Iteration 57Q: 3 clusters Score -552061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -552063.875000 Penalty: 4155.909668
	Iteration 58Q: 3 clusters Score -552063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -552065.875000 Penalty: 4155.909668
	Iteration 59Q: 3 clusters Score -552065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -552066.125000 Penalty: 4155.909668
	Iteration 60F: 3 clusters Score -552066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -552067.000000 Penalty: 4155.909668
	Iteration 61Q: 3 clusters Score -552067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -552066.625000 Penalty: 4155.909668
	Iteration 62Q: 3 clusters Score -552066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -552068.437500 Penalty: 4155.909668
	Iteration 63Q: 3 clusters Score -552068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -552068.812500 Penalty: 4155.909668
	Iteration 64Q: 3 clusters Score -552068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -552068.937500 Penalty: 4155.909668
	Iteration 65Q: 3 clusters Score -552068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -552070.562500 Penalty: 4155.909668
	Iteration 66Q: 3 clusters Score -552070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -552071.187500 Penalty: 4155.909668
	Iteration 67Q: 3 clusters Score -552071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -552072.250000 Penalty: 4155.909668
	Iteration 68Q: 3 clusters Score -552072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -552074.000000 Penalty: 4155.909668
	Iteration 69Q: 3 clusters Score -552074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -552077.250000 Penalty: 4155.909668
	Iteration 70Q: 3 clusters Score -552077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -552079.625000 Penalty: 4155.909668
	Iteration 71Q: 3 clusters Score -552079.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -552082.437500 Penalty: 4155.909668
	Iteration 72Q: 3 clusters Score -552082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -552084.125000 Penalty: 4155.909668
	Iteration 73Q: 3 clusters Score -552084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -552085.250000 Penalty: 4155.909668
	Iteration 74Q: 3 clusters Score -552085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -552087.437500 Penalty: 4155.909668
	Iteration 75Q: 3 clusters Score -552087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -552088.375000 Penalty: 4155.909668
	Iteration 76Q: 3 clusters Score -552088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -552092.437500 Penalty: 4155.909668
	Iteration 77Q: 3 clusters Score -552092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -552096.312500 Penalty: 4155.909668
	Iteration 78Q: 3 clusters Score -552096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -552098.125000 Penalty: 4155.909668
	Iteration 79Q: 3 clusters Score -552098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -552100.500000 Penalty: 4155.909668
	Iteration 80F: 3 clusters Score -552100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -552102.562500 Penalty: 4155.909668
	Iteration 81Q: 3 clusters Score -552102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -552105.812500 Penalty: 4155.909668
	Iteration 82Q: 3 clusters Score -552105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -552110.562500 Penalty: 4155.909668
	Iteration 83Q: 3 clusters Score -552110.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -552115.375000 Penalty: 4155.909668
	Iteration 84Q: 3 clusters Score -552115.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -552119.250000 Penalty: 4155.909668
	Iteration 85Q: 3 clusters Score -552119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -552123.437500 Penalty: 4155.909668
	Iteration 86Q: 3 clusters Score -552123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -552126.125000 Penalty: 4155.909668
	Iteration 87Q: 3 clusters Score -552126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -552127.812500 Penalty: 4155.909668
	Iteration 88Q: 3 clusters Score -552127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -552128.625000 Penalty: 4155.909668
	Iteration 89Q: 3 clusters Score -552128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -552128.625000 Penalty: 4155.909668
	Iteration 90Q: 3 clusters Score -552128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -552128.625000 Penalty: 4155.909668
	Iteration 91F: 3 clusters Score -552128.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Entering Unmasked Estep 
Score: -5516769.000000 Penalty: 2636.460938
	Iteration 0F: 2 clusters Score -5516769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5488670.000000 Penalty: 5272.921875
	Iteration 0F: 3 clusters Score -5488670 nChanged 18970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5499419.500000 Penalty: 5272.921875
	Iteration 1F: 3 clusters Score -5499420 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5500132.500000 Penalty: 5272.921875
	Iteration 2Q: 3 clusters Score -5500132 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5501039.000000 Penalty: 5272.921875
	Iteration 3Q: 3 clusters Score -5501039 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5502052.500000 Penalty: 5272.921875
	Iteration 4F: 3 clusters Score -5502052 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5503453.500000 Penalty: 5272.921875
	Iteration 5F: 3 clusters Score -5503454 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -5505082.000000 Penalty: 5272.921875
	Iteration 6F: 3 clusters Score -5505082 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5506736.000000 Penalty: 5272.921875
	Iteration 7F: 3 clusters Score -5506736 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5508281.000000 Penalty: 5272.921875
	Iteration 8F: 3 clusters Score -5508281 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -5509745.000000 Penalty: 5272.921875
	Iteration 9Q: 3 clusters Score -5509745 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -5510984.500000 Penalty: 5272.921875
	Iteration 10Q: 3 clusters Score -5510984 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -5511861.000000 Penalty: 5272.921875
	Iteration 11Q: 3 clusters Score -5511861 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -5512384.500000 Penalty: 5272.921875
	Iteration 12Q: 3 clusters Score -5512384 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -5512707.000000 Penalty: 5272.921875
	Iteration 13Q: 3 clusters Score -5512707 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -5512907.500000 Penalty: 5272.921875
	Iteration 14Q: 3 clusters Score -5512908 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -5513067.500000 Penalty: 5272.921875
	Iteration 15Q: 3 clusters Score -5513068 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -5513186.500000 Penalty: 5272.921875
	Iteration 16Q: 3 clusters Score -5513186 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -5513286.500000 Penalty: 5272.921875
	Iteration 17Q: 3 clusters Score -5513286 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -5513342.000000 Penalty: 5272.921875
	Iteration 18Q: 3 clusters Score -5513342 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -5513421.000000 Penalty: 5272.921875
	Iteration 19Q: 3 clusters Score -5513421 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5513474.000000 Penalty: 5272.921875
	Iteration 20F: 3 clusters Score -5513474 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -5513508.500000 Penalty: 5272.921875
	Iteration 21Q: 3 clusters Score -5513508 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -5513564.500000 Penalty: 5272.921875
	Iteration 22Q: 3 clusters Score -5513564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -5513588.500000 Penalty: 5272.921875
	Iteration 23Q: 3 clusters Score -5513588 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -5513622.000000 Penalty: 5272.921875
	Iteration 24Q: 3 clusters Score -5513622 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -5513675.000000 Penalty: 5272.921875
	Iteration 25Q: 3 clusters Score -5513675 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -5513705.500000 Penalty: 5272.921875
	Iteration 26Q: 3 clusters Score -5513706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -5513731.500000 Penalty: 5272.921875
	Iteration 27Q: 3 clusters Score -5513732 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -5513769.500000 Penalty: 5272.921875
	Iteration 28Q: 3 clusters Score -5513770 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -5513794.000000 Penalty: 5272.921875
	Iteration 29Q: 3 clusters Score -5513794 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -5513811.000000 Penalty: 5272.921875
	Iteration 30Q: 3 clusters Score -5513811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -5513833.500000 Penalty: 5272.921875
	Iteration 31Q: 3 clusters Score -5513834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5513843.500000 Penalty: 5272.921875
	Iteration 32Q: 3 clusters Score -5513844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -5513867.000000 Penalty: 5272.921875
	Iteration 33Q: 3 clusters Score -5513867 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -5513866.000000 Penalty: 5272.921875
	Iteration 34Q: 3 clusters Score -5513866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5513886.000000 Penalty: 5272.921875
	Iteration 35Q: 3 clusters Score -5513886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -5513893.500000 Penalty: 5272.921875
	Iteration 36Q: 3 clusters Score -5513894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5513891.500000 Penalty: 5272.921875
	Iteration 37Q: 3 clusters Score -5513892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5513905.000000 Penalty: 5272.921875
	Iteration 38Q: 3 clusters Score -5513905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5513923.500000 Penalty: 5272.921875
	Iteration 39Q: 3 clusters Score -5513924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5513926.000000 Penalty: 5272.921875
	Iteration 40F: 3 clusters Score -5513926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5513938.500000 Penalty: 5272.921875
	Iteration 41Q: 3 clusters Score -5513938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -5513967.500000 Penalty: 5272.921875
	Iteration 42Q: 3 clusters Score -5513968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -5513984.000000 Penalty: 5272.921875
	Iteration 43Q: 3 clusters Score -5513984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5514000.500000 Penalty: 5272.921875
	Iteration 44Q: 3 clusters Score -5514000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -5514021.000000 Penalty: 5272.921875
	Iteration 45Q: 3 clusters Score -5514021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5514026.000000 Penalty: 5272.921875
	Iteration 46Q: 3 clusters Score -5514026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -5514028.500000 Penalty: 5272.921875
	Iteration 47Q: 3 clusters Score -5514028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -5514035.000000 Penalty: 5272.921875
	Iteration 48Q: 3 clusters Score -5514035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -5514041.500000 Penalty: 5272.921875
	Iteration 49Q: 3 clusters Score -5514042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -5514041.500000 Penalty: 5272.921875
	Iteration 50Q: 3 clusters Score -5514042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -5514049.000000 Penalty: 5272.921875
	Iteration 51Q: 3 clusters Score -5514049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -5514037.000000 Penalty: 5272.921875
	Iteration 52Q: 3 clusters Score -5514037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5514044.000000 Penalty: 5272.921875
	Iteration 53Q: 3 clusters Score -5514044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5514063.500000 Penalty: 5272.921875
	Iteration 54Q: 3 clusters Score -5514064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -5514065.000000 Penalty: 5272.921875
	Iteration 55Q: 3 clusters Score -5514065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5514064.000000 Penalty: 5272.921875
	Iteration 56Q: 3 clusters Score -5514064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -5514072.000000 Penalty: 5272.921875
	Iteration 57Q: 3 clusters Score -5514072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5514080.000000 Penalty: 5272.921875
	Iteration 58Q: 3 clusters Score -5514080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5514084.500000 Penalty: 5272.921875
	Iteration 59Q: 3 clusters Score -5514084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -5514086.500000 Penalty: 5272.921875
	Iteration 60F: 3 clusters Score -5514086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5514091.500000 Penalty: 5272.921875
	Iteration 61Q: 3 clusters Score -5514092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -5514091.000000 Penalty: 5272.921875
	Iteration 62Q: 3 clusters Score -5514091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -5514089.000000 Penalty: 5272.921875
	Iteration 63Q: 3 clusters Score -5514089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -5514092.500000 Penalty: 5272.921875
	Iteration 64Q: 3 clusters Score -5514092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -5514095.500000 Penalty: 5272.921875
	Iteration 65Q: 3 clusters Score -5514096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -5514108.500000 Penalty: 5272.921875
	Iteration 66Q: 3 clusters Score -5514108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -5514124.500000 Penalty: 5272.921875
	Iteration 67Q: 3 clusters Score -5514124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -5514128.500000 Penalty: 5272.921875
	Iteration 68Q: 3 clusters Score -5514128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -5514124.000000 Penalty: 5272.921875
	Iteration 69Q: 3 clusters Score -5514124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5514117.000000 Penalty: 5272.921875
	Iteration 70Q: 3 clusters Score -5514117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5514113.500000 Penalty: 5272.921875
	Iteration 71Q: 3 clusters Score -5514114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -5514124.000000 Penalty: 5272.921875
	Iteration 72Q: 3 clusters Score -5514124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -5514129.000000 Penalty: 5272.921875
	Iteration 73Q: 3 clusters Score -5514129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5514129.500000 Penalty: 5272.921875
	Iteration 74Q: 3 clusters Score -5514130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5514132 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5514138 nChanged 27
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Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5514150 nChanged 30
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5514150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5514163.000000 Penalty: 5272.921875
	Iteration 80F: 3 clusters Score -5514163 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2937 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5514178 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5514192 nChanged 41
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Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5514194 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5514194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5514215 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5514220 nChanged 19
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Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5514219 nChanged 20
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Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5514212 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5514216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5514225 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5514241 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5514258 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5514254 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5514266 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5514264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5514278 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5514284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5514288 nChanged 20
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Mstep: Class 1 contains 2545 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5514288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5514291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5514293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5514296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5514302 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5514300 nChanged 28
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Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5514310 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5514320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5514320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5514318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5514326 nChanged 15
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Mstep: Class 1 contains 2310 members 
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	Iteration 110Q: 3 clusters Score -5514327 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2292 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5514322 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2271 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5514332 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5514336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5514322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -5514330.000000 Penalty: 5272.921875
	Iteration 115Q: 3 clusters Score -5514330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5514338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5514345.000000 Penalty: 5272.921875
	Iteration 117Q: 3 clusters Score -5514345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5514352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5514351.000000 Penalty: 5272.921875
	Iteration 119Q: 3 clusters Score -5514351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5514358.000000 Penalty: 5272.921875
	Iteration 120F: 3 clusters Score -5514358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5514358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5514372.000000 Penalty: 5272.921875
	Iteration 122Q: 3 clusters Score -5514372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5514366.000000 Penalty: 5272.921875
	Iteration 123Q: 3 clusters Score -5514366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5514372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5514389.500000 Penalty: 5272.921875
	Iteration 125Q: 3 clusters Score -5514390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5514408.000000 Penalty: 5272.921875
	Iteration 126Q: 3 clusters Score -5514408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5514420.000000 Penalty: 5272.921875
	Iteration 127Q: 3 clusters Score -5514420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -5514432.000000 Penalty: 5272.921875
	Iteration 128Q: 3 clusters Score -5514432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -5514426.000000 Penalty: 5272.921875
	Iteration 129Q: 3 clusters Score -5514426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -5514429.500000 Penalty: 5272.921875
	Iteration 130Q: 3 clusters Score -5514430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -5514433.500000 Penalty: 5272.921875
	Iteration 131Q: 3 clusters Score -5514434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -5514448.500000 Penalty: 5272.921875
	Iteration 132Q: 3 clusters Score -5514448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5514453.500000 Penalty: 5272.921875
	Iteration 133Q: 3 clusters Score -5514454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -5514461.500000 Penalty: 5272.921875
	Iteration 134Q: 3 clusters Score -5514462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -5514465.500000 Penalty: 5272.921875
	Iteration 135Q: 3 clusters Score -5514466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5514472.500000 Penalty: 5272.921875
	Iteration 136Q: 3 clusters Score -5514472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5514473.500000 Penalty: 5272.921875
	Iteration 137Q: 3 clusters Score -5514474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5514472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -5514481.000000 Penalty: 5272.921875
	Iteration 139Q: 3 clusters Score -5514481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -5514478.000000 Penalty: 5272.921875
	Iteration 140F: 3 clusters Score -5514478 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -5514490.000000 Penalty: 5272.921875
	Iteration 141Q: 3 clusters Score -5514490 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -5514489.000000 Penalty: 5272.921875
	Iteration 142Q: 3 clusters Score -5514489 nChanged 4
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Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5514486.000000 Penalty: 5272.921875
	Iteration 143Q: 3 clusters Score -5514486 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -5514491.000000 Penalty: 5272.921875
	Iteration 144Q: 3 clusters Score -5514491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -5514496.500000 Penalty: 5272.921875
	Iteration 145Q: 3 clusters Score -5514496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -5514492.500000 Penalty: 5272.921875
	Iteration 146Q: 3 clusters Score -5514492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5514496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5514501.500000 Penalty: 5272.921875
	Iteration 148Q: 3 clusters Score -5514502 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5514504.000000 Penalty: 5272.921875
	Iteration 149Q: 3 clusters Score -5514504 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5514504 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5514509.000000 Penalty: 5272.921875
	Iteration 151Q: 3 clusters Score -5514509 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -5514512.500000 Penalty: 5272.921875
	Iteration 152Q: 3 clusters Score -5514512 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5514514 nChanged 2
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Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5514516.000000 Penalty: 5272.921875
	Iteration 154Q: 3 clusters Score -5514516 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1746 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5514510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5514512 nChanged 2
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Mstep: Class 1 contains 1743 members 
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Entering Unmasked Estep 
Score: -5514511.500000 Penalty: 5272.921875
	Iteration 157Q: 3 clusters Score -5514512 nChanged 1
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Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 39652 members 
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	Iteration 158Q: 3 clusters Score -5514514 nChanged 3
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5514514 nChanged 3
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Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5514510 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5514510 nChanged 3
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	Iteration 162Q: 3 clusters Score -5514508 nChanged 2
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	Iteration 163Q: 3 clusters Score -5514504 nChanged 2
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	Iteration 164Q: 3 clusters Score -5514503 nChanged 1
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	Iteration 165Q: 3 clusters Score -5514506 nChanged 1
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	Iteration 166Q: 3 clusters Score -5514512 nChanged 2
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	Iteration 167Q: 3 clusters Score -5514510 nChanged 2
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Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5514509.000000 Penalty: 5272.921875
	Iteration 168Q: 3 clusters Score -5514509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -5514517.000000 Penalty: 5272.921875
	Iteration 169Q: 3 clusters Score -5514517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5514513.000000 Penalty: 5272.921875
	Iteration 170Q: 3 clusters Score -5514513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5514514.500000 Penalty: 5272.921875
	Iteration 171Q: 3 clusters Score -5514514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -5514510.000000 Penalty: 5272.921875
	Iteration 172Q: 3 clusters Score -5514510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5514512.000000 Penalty: 5272.921875
	Iteration 173Q: 3 clusters Score -5514512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -5514511.000000 Penalty: 5272.921875
	Iteration 174Q: 3 clusters Score -5514511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -5514511.000000 Penalty: 5272.921875
	Iteration 175F: 3 clusters Score -5514511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -24224.099609 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -24224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23196.761719 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -23196.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23295.462891 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -23295.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23333.886719 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -23333.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23352.324219 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -23352.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23372.960938 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -23372.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23397.554688 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -23397.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23403.408203 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -23403.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23406.568359 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -23406.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23417.179688 Penalty: 2767.546143
	Iteration 8Q: 3 clusters Score -23417.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23424.343750 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -23424.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23427.273438 Penalty: 2767.546143
	Iteration 10Q: 3 clusters Score -23427.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23434.232422 Penalty: 2767.546143
	Iteration 11Q: 3 clusters Score -23434.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23434.232422 Penalty: 2767.546143
	Iteration 12F: 3 clusters Score -23434.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -252412.781250 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -252412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -249792.265625 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -249792.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -250231.875000 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -250231.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -250363.125000 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -250363.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -250441.453125 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -250441.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -250501.046875 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -250501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -250533.656250 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -250533.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -250552.296875 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -250552.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250572.328125 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -250572.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -250588.562500 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -250588.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -250601.828125 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -250601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -250612.312500 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -250612.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250617.343750 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -250617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250618.171875 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -250618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250618.171875 Penalty: 3772.768311
	Iteration 13F: 3 clusters Score -250618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -287057.281250 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -287057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -284326.906250 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -284326.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -284810.375000 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -284810.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -284944.656250 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -284944.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -285016.437500 Penalty: 3815.966797
	Iteration 3Q: 3 clusters Score -285016.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -285052.531250 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -285052.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -285076.187500 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -285076.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -285102.156250 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -285102.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -285120.562500 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -285120.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -285129.281250 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -285129.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -285133.750000 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -285133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -285137.687500 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -285137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -285140.656250 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -285140.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -285142.375000 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -285142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -285143.968750 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -285144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -285146.125000 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -285146.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -285149.343750 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -285149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -285150.906250 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -285150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -285152.781250 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -285152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -285154.187500 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -285154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -285155.156250 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -285155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -285156.718750 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -285156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -285157.343750 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -285157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -285157.843750 Penalty: 3815.966797
	Iteration 22Q: 3 clusters Score -285157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -285157.843750 Penalty: 3815.966797
	Iteration 23Q: 3 clusters Score -285157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -285157.843750 Penalty: 3815.966797
	Iteration 24F: 3 clusters Score -285157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Entering Unmasked Estep 
Score: -2354349.000000 Penalty: 2422.253662
	Iteration 0F: 2 clusters Score -2354349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2341987.250000 Penalty: 4844.507324
	Iteration 0F: 3 clusters Score -2341987 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2345984.750000 Penalty: 4844.507324
	Iteration 1F: 3 clusters Score -2345985 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2346412.750000 Penalty: 4844.507324
	Iteration 2F: 3 clusters Score -2346413 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2346769.500000 Penalty: 4844.507324
	Iteration 3Q: 3 clusters Score -2346770 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2347078.250000 Penalty: 4844.507324
	Iteration 4Q: 3 clusters Score -2347078 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2347372.500000 Penalty: 4844.507324
	Iteration 5Q: 3 clusters Score -2347372 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2347627.500000 Penalty: 4844.507324
	Iteration 6Q: 3 clusters Score -2347628 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2347866.250000 Penalty: 4844.507324
	Iteration 7Q: 3 clusters Score -2347866 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2348093.250000 Penalty: 4844.507324
	Iteration 8Q: 3 clusters Score -2348093 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2348301.000000 Penalty: 4844.507324
	Iteration 9Q: 3 clusters Score -2348301 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2348536.000000 Penalty: 4844.507324
	Iteration 10Q: 3 clusters Score -2348536 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2348739.500000 Penalty: 4844.507324
	Iteration 11Q: 3 clusters Score -2348740 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2348956.000000 Penalty: 4844.507324
	Iteration 12Q: 3 clusters Score -2348956 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2349213.250000 Penalty: 4844.507324
	Iteration 13Q: 3 clusters Score -2349213 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2349488.500000 Penalty: 4844.507324
	Iteration 14Q: 3 clusters Score -2349488 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2349774.000000 Penalty: 4844.507324
	Iteration 15Q: 3 clusters Score -2349774 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2350082.000000 Penalty: 4844.507324
	Iteration 16Q: 3 clusters Score -2350082 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2350415.500000 Penalty: 4844.507324
	Iteration 17Q: 3 clusters Score -2350416 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2350711.750000 Penalty: 4844.507324
	Iteration 18Q: 3 clusters Score -2350712 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2350939.750000 Penalty: 4844.507324
	Iteration 19Q: 3 clusters Score -2350940 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2351129.250000 Penalty: 4844.507324
	Iteration 20F: 3 clusters Score -2351129 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2351273.000000 Penalty: 4844.507324
	Iteration 21Q: 3 clusters Score -2351273 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2351414.750000 Penalty: 4844.507324
	Iteration 22Q: 3 clusters Score -2351415 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2351537.500000 Penalty: 4844.507324
	Iteration 23Q: 3 clusters Score -2351538 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2351665.000000 Penalty: 4844.507324
	Iteration 24Q: 3 clusters Score -2351665 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2351764.000000 Penalty: 4844.507324
	Iteration 25Q: 3 clusters Score -2351764 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2351849.250000 Penalty: 4844.507324
	Iteration 26Q: 3 clusters Score -2351849 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2351912.750000 Penalty: 4844.507324
	Iteration 27Q: 3 clusters Score -2351913 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2351965.750000 Penalty: 4844.507324
	Iteration 28Q: 3 clusters Score -2351966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2352010.500000 Penalty: 4844.507324
	Iteration 29Q: 3 clusters Score -2352010 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2352067.500000 Penalty: 4844.507324
	Iteration 30Q: 3 clusters Score -2352068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2352119.750000 Penalty: 4844.507324
	Iteration 31Q: 3 clusters Score -2352120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2352159.500000 Penalty: 4844.507324
	Iteration 32Q: 3 clusters Score -2352160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2352187.000000 Penalty: 4844.507324
	Iteration 33Q: 3 clusters Score -2352187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2352209.750000 Penalty: 4844.507324
	Iteration 34Q: 3 clusters Score -2352210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2352228.000000 Penalty: 4844.507324
	Iteration 35Q: 3 clusters Score -2352228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2352253.000000 Penalty: 4844.507324
	Iteration 36Q: 3 clusters Score -2352253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2352276.250000 Penalty: 4844.507324
	Iteration 37Q: 3 clusters Score -2352276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2352293.250000 Penalty: 4844.507324
	Iteration 38Q: 3 clusters Score -2352293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2352314.500000 Penalty: 4844.507324
	Iteration 39Q: 3 clusters Score -2352314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2352330.000000 Penalty: 4844.507324
	Iteration 40F: 3 clusters Score -2352330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2352344.250000 Penalty: 4844.507324
	Iteration 41Q: 3 clusters Score -2352344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2352350.250000 Penalty: 4844.507324
	Iteration 42Q: 3 clusters Score -2352350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2352353.250000 Penalty: 4844.507324
	Iteration 43Q: 3 clusters Score -2352353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2352358.000000 Penalty: 4844.507324
	Iteration 44Q: 3 clusters Score -2352358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2352362.250000 Penalty: 4844.507324
	Iteration 45Q: 3 clusters Score -2352362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2352365.500000 Penalty: 4844.507324
	Iteration 46Q: 3 clusters Score -2352366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2352374.750000 Penalty: 4844.507324
	Iteration 47Q: 3 clusters Score -2352375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2352373.250000 Penalty: 4844.507324
	Iteration 48Q: 3 clusters Score -2352373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2352374.750000 Penalty: 4844.507324
	Iteration 49Q: 3 clusters Score -2352375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2352374.750000 Penalty: 4844.507324
	Iteration 50F: 3 clusters Score -2352375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (207968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207968 members 
Entering Unmasked Estep 
Score: -27613192.000000 Penalty: 3036.794434
	Iteration 0F: 2 clusters Score -2.761319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 104149 members 
Entering Unmasked Estep 
Score: -27480374.000000 Penalty: 6073.588867
	Iteration 0F: 3 clusters Score -2.748037e+07 nChanged 99987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -27538192.000000 Penalty: 6073.588867
	Iteration 1F: 3 clusters Score -2.753819e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -27539068.000000 Penalty: 6073.588867
	Iteration 2Q: 3 clusters Score -2.753907e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 114375 members 
Entering Unmasked Estep 
Score: -27540412.000000 Penalty: 6073.588867
	Iteration 3Q: 3 clusters Score -2.754041e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 120060 members 
Entering Unmasked Estep 
Score: -27542516.000000 Penalty: 6073.588867
	Iteration 4Q: 3 clusters Score -2.754252e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -27546366.000000 Penalty: 6073.588867
	Iteration 5Q: 3 clusters Score -2.754637e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 140885 members 
Entering Unmasked Estep 
Score: -27553842.000000 Penalty: 6073.588867
	Iteration 6F: 3 clusters Score -2.755384e+07 nChanged 16899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 157658 members 
Entering Unmasked Estep 
Score: -27566964.000000 Penalty: 6073.588867
	Iteration 7F: 3 clusters Score -2.756696e+07 nChanged 19172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 176800 members 
Entering Unmasked Estep 
Score: -27584146.000000 Penalty: 6073.588867
	Iteration 8F: 3 clusters Score -2.758415e+07 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 193261 members 
Entering Unmasked Estep 
Score: -27598938.000000 Penalty: 6073.588867
	Iteration 9F: 3 clusters Score -2.759894e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 202643 members 
Entering Unmasked Estep 
Score: -27606516.000000 Penalty: 6073.588867
	Iteration 10Q: 3 clusters Score -2.760652e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 206262 members 
Entering Unmasked Estep 
Score: -27609108.000000 Penalty: 6073.588867
	Iteration 11Q: 3 clusters Score -2.760911e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 207303 members 
Entering Unmasked Estep 
Score: -27609940.000000 Penalty: 6073.588867
	Iteration 12Q: 3 clusters Score -2.760994e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 207578 members 
Entering Unmasked Estep 
Score: -27610150.000000 Penalty: 6073.588867
	Iteration 13Q: 3 clusters Score -2.761015e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 207673 members 
Entering Unmasked Estep 
Score: -27610294.000000 Penalty: 6073.588867
	Iteration 14Q: 3 clusters Score -2.761029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207693 members 
Entering Unmasked Estep 
Score: -27610330.000000 Penalty: 6073.588867
	Iteration 15Q: 3 clusters Score -2.761033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 207701 members 
Entering Unmasked Estep 
Score: -27610358.000000 Penalty: 6073.588867
	Iteration 16Q: 3 clusters Score -2.761036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 207709 members 
Entering Unmasked Estep 
Score: -27610382.000000 Penalty: 6073.588867
	Iteration 17Q: 3 clusters Score -2.761038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 207713 members 
Entering Unmasked Estep 
Score: -27610396.000000 Penalty: 6073.588867
	Iteration 18Q: 3 clusters Score -2.76104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 207712 members 
Entering Unmasked Estep 
Score: -27610398.000000 Penalty: 6073.588867
	Iteration 19Q: 3 clusters Score -2.76104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 207713 members 
Entering Unmasked Estep 
Score: -27610396.000000 Penalty: 6073.588867
	Iteration 20F: 3 clusters Score -2.76104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Entering Unmasked Estep 
Score: -1818727.125000 Penalty: 2358.406494
	Iteration 0F: 2 clusters Score -1818727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1808748.000000 Penalty: 4716.812988
	Iteration 0F: 3 clusters Score -1808748 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1811994.625000 Penalty: 4716.812988
	Iteration 1F: 3 clusters Score -1811995 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1812385.875000 Penalty: 4716.812988
	Iteration 2F: 3 clusters Score -1812386 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1812708.625000 Penalty: 4716.812988
	Iteration 3Q: 3 clusters Score -1812709 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1813002.125000 Penalty: 4716.812988
	Iteration 4Q: 3 clusters Score -1813002 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1813315.750000 Penalty: 4716.812988
	Iteration 5Q: 3 clusters Score -1813316 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1813652.750000 Penalty: 4716.812988
	Iteration 6Q: 3 clusters Score -1813653 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1814025.625000 Penalty: 4716.812988
	Iteration 7Q: 3 clusters Score -1814026 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1814430.625000 Penalty: 4716.812988
	Iteration 8F: 3 clusters Score -1814431 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1814816.750000 Penalty: 4716.812988
	Iteration 9Q: 3 clusters Score -1814817 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1815147.625000 Penalty: 4716.812988
	Iteration 10Q: 3 clusters Score -1815148 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1815377.625000 Penalty: 4716.812988
	Iteration 11Q: 3 clusters Score -1815378 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1815525.625000 Penalty: 4716.812988
	Iteration 12Q: 3 clusters Score -1815526 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1815644.625000 Penalty: 4716.812988
	Iteration 13Q: 3 clusters Score -1815645 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1815743.875000 Penalty: 4716.812988
	Iteration 14Q: 3 clusters Score -1815744 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1815821.875000 Penalty: 4716.812988
	Iteration 15Q: 3 clusters Score -1815822 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1815889.125000 Penalty: 4716.812988
	Iteration 16Q: 3 clusters Score -1815889 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1815950.125000 Penalty: 4716.812988
	Iteration 17Q: 3 clusters Score -1815950 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1815997.250000 Penalty: 4716.812988
	Iteration 18Q: 3 clusters Score -1815997 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1816043.750000 Penalty: 4716.812988
	Iteration 19Q: 3 clusters Score -1816044 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1816087.375000 Penalty: 4716.812988
	Iteration 20F: 3 clusters Score -1816087 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1816134.500000 Penalty: 4716.812988
	Iteration 21Q: 3 clusters Score -1816134 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1816165.875000 Penalty: 4716.812988
	Iteration 22Q: 3 clusters Score -1816166 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1816194.375000 Penalty: 4716.812988
	Iteration 23Q: 3 clusters Score -1816194 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1816231.000000 Penalty: 4716.812988
	Iteration 24Q: 3 clusters Score -1816231 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1816276.750000 Penalty: 4716.812988
	Iteration 25Q: 3 clusters Score -1816277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1816333.500000 Penalty: 4716.812988
	Iteration 26Q: 3 clusters Score -1816334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1816386.625000 Penalty: 4716.812988
	Iteration 27Q: 3 clusters Score -1816387 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1816424.000000 Penalty: 4716.812988
	Iteration 28Q: 3 clusters Score -1816424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1816465.500000 Penalty: 4716.812988
	Iteration 29Q: 3 clusters Score -1816466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1816496.875000 Penalty: 4716.812988
	Iteration 30Q: 3 clusters Score -1816497 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1816535.625000 Penalty: 4716.812988
	Iteration 31Q: 3 clusters Score -1816536 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1816577.500000 Penalty: 4716.812988
	Iteration 32Q: 3 clusters Score -1816578 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1816618.125000 Penalty: 4716.812988
	Iteration 33Q: 3 clusters Score -1816618 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1816671.875000 Penalty: 4716.812988
	Iteration 34Q: 3 clusters Score -1816672 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1816711.750000 Penalty: 4716.812988
	Iteration 35Q: 3 clusters Score -1816712 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1816762.000000 Penalty: 4716.812988
	Iteration 36Q: 3 clusters Score -1816762 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1816827.500000 Penalty: 4716.812988
	Iteration 37Q: 3 clusters Score -1816828 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1816868.125000 Penalty: 4716.812988
	Iteration 38Q: 3 clusters Score -1816868 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1816909.750000 Penalty: 4716.812988
	Iteration 39Q: 3 clusters Score -1816910 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1816964.750000 Penalty: 4716.812988
	Iteration 40F: 3 clusters Score -1816965 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1817045.750000 Penalty: 4716.812988
	Iteration 41Q: 3 clusters Score -1817046 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1817122.750000 Penalty: 4716.812988
	Iteration 42Q: 3 clusters Score -1817123 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1817178.875000 Penalty: 4716.812988
	Iteration 43Q: 3 clusters Score -1817179 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1817237.125000 Penalty: 4716.812988
	Iteration 44Q: 3 clusters Score -1817237 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1817301.875000 Penalty: 4716.812988
	Iteration 45Q: 3 clusters Score -1817302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1817364.375000 Penalty: 4716.812988
	Iteration 46Q: 3 clusters Score -1817364 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1817417.750000 Penalty: 4716.812988
	Iteration 47Q: 3 clusters Score -1817418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1817449.000000 Penalty: 4716.812988
	Iteration 48Q: 3 clusters Score -1817449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1817482.625000 Penalty: 4716.812988
	Iteration 49Q: 3 clusters Score -1817483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1817491.500000 Penalty: 4716.812988
	Iteration 50Q: 3 clusters Score -1817492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1817508.375000 Penalty: 4716.812988
	Iteration 51Q: 3 clusters Score -1817508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1817521.125000 Penalty: 4716.812988
	Iteration 52Q: 3 clusters Score -1817521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1817527.625000 Penalty: 4716.812988
	Iteration 53Q: 3 clusters Score -1817528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1817536.000000 Penalty: 4716.812988
	Iteration 54Q: 3 clusters Score -1817536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1817539.750000 Penalty: 4716.812988
	Iteration 55Q: 3 clusters Score -1817540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1817553.625000 Penalty: 4716.812988
	Iteration 56Q: 3 clusters Score -1817554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1817562.250000 Penalty: 4716.812988
	Iteration 57Q: 3 clusters Score -1817562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1817566.500000 Penalty: 4716.812988
	Iteration 58Q: 3 clusters Score -1817566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1817571.375000 Penalty: 4716.812988
	Iteration 59Q: 3 clusters Score -1817571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1817575.500000 Penalty: 4716.812988
	Iteration 60F: 3 clusters Score -1817576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1817578.375000 Penalty: 4716.812988
	Iteration 61Q: 3 clusters Score -1817578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1817581.875000 Penalty: 4716.812988
	Iteration 62Q: 3 clusters Score -1817582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1817585.375000 Penalty: 4716.812988
	Iteration 63Q: 3 clusters Score -1817585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1817587.250000 Penalty: 4716.812988
	Iteration 64Q: 3 clusters Score -1817587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1817587.250000 Penalty: 4716.812988
	Iteration 65Q: 3 clusters Score -1817587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1817590.125000 Penalty: 4716.812988
	Iteration 66Q: 3 clusters Score -1817590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1817594.875000 Penalty: 4716.812988
	Iteration 67Q: 3 clusters Score -1817595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1817601.125000 Penalty: 4716.812988
	Iteration 68Q: 3 clusters Score -1817601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1817600.625000 Penalty: 4716.812988
	Iteration 69Q: 3 clusters Score -1817601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1817599.000000 Penalty: 4716.812988
	Iteration 70Q: 3 clusters Score -1817599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1817597.750000 Penalty: 4716.812988
	Iteration 71Q: 3 clusters Score -1817598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1817596.750000 Penalty: 4716.812988
	Iteration 72Q: 3 clusters Score -1817597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1817597.625000 Penalty: 4716.812988
	Iteration 73Q: 3 clusters Score -1817598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1817597.250000 Penalty: 4716.812988
	Iteration 74Q: 3 clusters Score -1817597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1817597.250000 Penalty: 4716.812988
	Iteration 75F: 3 clusters Score -1817597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Entering Unmasked Estep 
Score: -5684785.500000 Penalty: 2649.854492
	Iteration 0F: 2 clusters Score -5684786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -5655434.000000 Penalty: 5299.708984
	Iteration 0F: 3 clusters Score -5655434 nChanged 20013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -5666172.000000 Penalty: 5299.708984
	Iteration 1F: 3 clusters Score -5666172 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5666700.500000 Penalty: 5299.708984
	Iteration 2Q: 3 clusters Score -5666700 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5667375.500000 Penalty: 5299.708984
	Iteration 3Q: 3 clusters Score -5667376 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -5668218.000000 Penalty: 5299.708984
	Iteration 4Q: 3 clusters Score -5668218 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -5669333.500000 Penalty: 5299.708984
	Iteration 5Q: 3 clusters Score -5669334 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5670750.000000 Penalty: 5299.708984
	Iteration 6Q: 3 clusters Score -5670750 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -5672551.500000 Penalty: 5299.708984
	Iteration 7F: 3 clusters Score -5672552 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -5674537.000000 Penalty: 5299.708984
	Iteration 8F: 3 clusters Score -5674537 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -5676366.000000 Penalty: 5299.708984
	Iteration 9F: 3 clusters Score -5676366 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5677725.000000 Penalty: 5299.708984
	Iteration 10F: 3 clusters Score -5677725 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -5678672.500000 Penalty: 5299.708984
	Iteration 11Q: 3 clusters Score -5678672 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -5679307.000000 Penalty: 5299.708984
	Iteration 12Q: 3 clusters Score -5679307 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -5679751.500000 Penalty: 5299.708984
	Iteration 13Q: 3 clusters Score -5679752 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -5680074.500000 Penalty: 5299.708984
	Iteration 14Q: 3 clusters Score -5680074 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -5680362.500000 Penalty: 5299.708984
	Iteration 15Q: 3 clusters Score -5680362 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -5680574.000000 Penalty: 5299.708984
	Iteration 16Q: 3 clusters Score -5680574 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5680774.000000 Penalty: 5299.708984
	Iteration 17Q: 3 clusters Score -5680774 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -5680911.500000 Penalty: 5299.708984
	Iteration 18Q: 3 clusters Score -5680912 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -5681058.500000 Penalty: 5299.708984
	Iteration 19Q: 3 clusters Score -5681058 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -5681184.500000 Penalty: 5299.708984
	Iteration 20F: 3 clusters Score -5681184 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5681304.000000 Penalty: 5299.708984
	Iteration 21Q: 3 clusters Score -5681304 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -5681395.000000 Penalty: 5299.708984
	Iteration 22Q: 3 clusters Score -5681395 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -5681516.500000 Penalty: 5299.708984
	Iteration 23Q: 3 clusters Score -5681516 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -5681594.500000 Penalty: 5299.708984
	Iteration 24Q: 3 clusters Score -5681594 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -5681653.000000 Penalty: 5299.708984
	Iteration 25Q: 3 clusters Score -5681653 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5681737.000000 Penalty: 5299.708984
	Iteration 26Q: 3 clusters Score -5681737 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -5681814.500000 Penalty: 5299.708984
	Iteration 27Q: 3 clusters Score -5681814 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5681878.000000 Penalty: 5299.708984
	Iteration 28Q: 3 clusters Score -5681878 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5681950.000000 Penalty: 5299.708984
	Iteration 29Q: 3 clusters Score -5681950 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5682025.500000 Penalty: 5299.708984
	Iteration 30Q: 3 clusters Score -5682026 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5682080.000000 Penalty: 5299.708984
	Iteration 31Q: 3 clusters Score -5682080 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5682138.000000 Penalty: 5299.708984
	Iteration 32Q: 3 clusters Score -5682138 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5682177.000000 Penalty: 5299.708984
	Iteration 33Q: 3 clusters Score -5682177 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -5682227.000000 Penalty: 5299.708984
	Iteration 34Q: 3 clusters Score -5682227 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5682254.000000 Penalty: 5299.708984
	Iteration 35Q: 3 clusters Score -5682254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5682287.500000 Penalty: 5299.708984
	Iteration 36Q: 3 clusters Score -5682288 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5682308.000000 Penalty: 5299.708984
	Iteration 37Q: 3 clusters Score -5682308 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5682335.500000 Penalty: 5299.708984
	Iteration 38Q: 3 clusters Score -5682336 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5682366.000000 Penalty: 5299.708984
	Iteration 39Q: 3 clusters Score -5682366 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5682392.500000 Penalty: 5299.708984
	Iteration 40F: 3 clusters Score -5682392 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -5682430.000000 Penalty: 5299.708984
	Iteration 41Q: 3 clusters Score -5682430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -5682452.500000 Penalty: 5299.708984
	Iteration 42Q: 3 clusters Score -5682452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -5682466.500000 Penalty: 5299.708984
	Iteration 43Q: 3 clusters Score -5682466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5682502.000000 Penalty: 5299.708984
	Iteration 44Q: 3 clusters Score -5682502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5682512.000000 Penalty: 5299.708984
	Iteration 45Q: 3 clusters Score -5682512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5682529.500000 Penalty: 5299.708984
	Iteration 46Q: 3 clusters Score -5682530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -5682545.500000 Penalty: 5299.708984
	Iteration 47Q: 3 clusters Score -5682546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5682554.000000 Penalty: 5299.708984
	Iteration 48Q: 3 clusters Score -5682554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5682565.500000 Penalty: 5299.708984
	Iteration 49Q: 3 clusters Score -5682566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5682564.000000 Penalty: 5299.708984
	Iteration 50Q: 3 clusters Score -5682564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -5682562.500000 Penalty: 5299.708984
	Iteration 51Q: 3 clusters Score -5682562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5682574.500000 Penalty: 5299.708984
	Iteration 52Q: 3 clusters Score -5682574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5682598.500000 Penalty: 5299.708984
	Iteration 53Q: 3 clusters Score -5682598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5682601.500000 Penalty: 5299.708984
	Iteration 54Q: 3 clusters Score -5682602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5682603.500000 Penalty: 5299.708984
	Iteration 55Q: 3 clusters Score -5682604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5682597.000000 Penalty: 5299.708984
	Iteration 56Q: 3 clusters Score -5682597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5682609.000000 Penalty: 5299.708984
	Iteration 57Q: 3 clusters Score -5682609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -5682614.000000 Penalty: 5299.708984
	Iteration 58Q: 3 clusters Score -5682614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -5682614.000000 Penalty: 5299.708984
	Iteration 59Q: 3 clusters Score -5682614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5682617.500000 Penalty: 5299.708984
	Iteration 60F: 3 clusters Score -5682618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5682628.500000 Penalty: 5299.708984
	Iteration 61Q: 3 clusters Score -5682628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5682630.000000 Penalty: 5299.708984
	Iteration 62Q: 3 clusters Score -5682630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5682633.000000 Penalty: 5299.708984
	Iteration 63Q: 3 clusters Score -5682633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5682641.000000 Penalty: 5299.708984
	Iteration 64Q: 3 clusters Score -5682641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5682647.000000 Penalty: 5299.708984
	Iteration 65Q: 3 clusters Score -5682647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5682660.000000 Penalty: 5299.708984
	Iteration 66Q: 3 clusters Score -5682660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5682659.500000 Penalty: 5299.708984
	Iteration 67Q: 3 clusters Score -5682660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -5682661.000000 Penalty: 5299.708984
	Iteration 68Q: 3 clusters Score -5682661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -5682663.000000 Penalty: 5299.708984
	Iteration 69Q: 3 clusters Score -5682663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5682668.000000 Penalty: 5299.708984
	Iteration 70Q: 3 clusters Score -5682668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5682671.000000 Penalty: 5299.708984
	Iteration 71Q: 3 clusters Score -5682671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -5682677.500000 Penalty: 5299.708984
	Iteration 72Q: 3 clusters Score -5682678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5682679.000000 Penalty: 5299.708984
	Iteration 73Q: 3 clusters Score -5682679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -5682679.000000 Penalty: 5299.708984
	Iteration 74Q: 3 clusters Score -5682679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -5682681.000000 Penalty: 5299.708984
	Iteration 75Q: 3 clusters Score -5682681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5682681.000000 Penalty: 5299.708984
	Iteration 76Q: 3 clusters Score -5682681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -5682686.500000 Penalty: 5299.708984
	Iteration 77Q: 3 clusters Score -5682686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5682686.000000 Penalty: 5299.708984
	Iteration 78Q: 3 clusters Score -5682686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5682674.000000 Penalty: 5299.708984
	Iteration 79Q: 3 clusters Score -5682674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -5682683.500000 Penalty: 5299.708984
	Iteration 80F: 3 clusters Score -5682684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Entering Unmasked Estep 
Score: -2721240.000000 Penalty: 2476.045410
	Iteration 0F: 2 clusters Score -2721240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2706029.250000 Penalty: 4952.090820
	Iteration 0F: 3 clusters Score -2706029 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2711062.500000 Penalty: 4952.090820
	Iteration 1F: 3 clusters Score -2711062 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2711472.500000 Penalty: 4952.090820
	Iteration 2F: 3 clusters Score -2711472 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2711884.500000 Penalty: 4952.090820
	Iteration 3Q: 3 clusters Score -2711884 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2712340.500000 Penalty: 4952.090820
	Iteration 4Q: 3 clusters Score -2712340 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2712804.750000 Penalty: 4952.090820
	Iteration 5Q: 3 clusters Score -2712805 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2713258.250000 Penalty: 4952.090820
	Iteration 6Q: 3 clusters Score -2713258 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2713702.750000 Penalty: 4952.090820
	Iteration 7Q: 3 clusters Score -2713703 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2714143.000000 Penalty: 4952.090820
	Iteration 8Q: 3 clusters Score -2714143 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2714571.250000 Penalty: 4952.090820
	Iteration 9Q: 3 clusters Score -2714571 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2715021.250000 Penalty: 4952.090820
	Iteration 10Q: 3 clusters Score -2715021 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2715494.750000 Penalty: 4952.090820
	Iteration 11Q: 3 clusters Score -2715495 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2715933.250000 Penalty: 4952.090820
	Iteration 12Q: 3 clusters Score -2715933 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2716410.750000 Penalty: 4952.090820
	Iteration 13Q: 3 clusters Score -2716411 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2716930.250000 Penalty: 4952.090820
	Iteration 14Q: 3 clusters Score -2716930 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2717406.500000 Penalty: 4952.090820
	Iteration 15Q: 3 clusters Score -2717406 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2717772.000000 Penalty: 4952.090820
	Iteration 16Q: 3 clusters Score -2717772 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2718033.250000 Penalty: 4952.090820
	Iteration 17Q: 3 clusters Score -2718033 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2718195.500000 Penalty: 4952.090820
	Iteration 18Q: 3 clusters Score -2718196 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2718333.750000 Penalty: 4952.090820
	Iteration 19Q: 3 clusters Score -2718334 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2718457.000000 Penalty: 4952.090820
	Iteration 20F: 3 clusters Score -2718457 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2718542.000000 Penalty: 4952.090820
	Iteration 21Q: 3 clusters Score -2718542 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2718606.500000 Penalty: 4952.090820
	Iteration 22Q: 3 clusters Score -2718606 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2718655.500000 Penalty: 4952.090820
	Iteration 23Q: 3 clusters Score -2718656 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2718712.000000 Penalty: 4952.090820
	Iteration 24Q: 3 clusters Score -2718712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2718760.750000 Penalty: 4952.090820
	Iteration 25Q: 3 clusters Score -2718761 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2718791.000000 Penalty: 4952.090820
	Iteration 26Q: 3 clusters Score -2718791 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2718832.750000 Penalty: 4952.090820
	Iteration 27Q: 3 clusters Score -2718833 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2718860.250000 Penalty: 4952.090820
	Iteration 28Q: 3 clusters Score -2718860 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2718878.250000 Penalty: 4952.090820
	Iteration 29Q: 3 clusters Score -2718878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2718898.500000 Penalty: 4952.090820
	Iteration 30Q: 3 clusters Score -2718898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2718931.750000 Penalty: 4952.090820
	Iteration 31Q: 3 clusters Score -2718932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2718959.250000 Penalty: 4952.090820
	Iteration 32Q: 3 clusters Score -2718959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2718988.250000 Penalty: 4952.090820
	Iteration 33Q: 3 clusters Score -2718988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2719012.250000 Penalty: 4952.090820
	Iteration 34Q: 3 clusters Score -2719012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2719027.000000 Penalty: 4952.090820
	Iteration 35Q: 3 clusters Score -2719027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2719045.250000 Penalty: 4952.090820
	Iteration 36Q: 3 clusters Score -2719045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2719056.750000 Penalty: 4952.090820
	Iteration 37Q: 3 clusters Score -2719057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2719074.750000 Penalty: 4952.090820
	Iteration 38Q: 3 clusters Score -2719075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2719080.250000 Penalty: 4952.090820
	Iteration 39Q: 3 clusters Score -2719080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2719078.000000 Penalty: 4952.090820
	Iteration 40F: 3 clusters Score -2719078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2719088.000000 Penalty: 4952.090820
	Iteration 41Q: 3 clusters Score -2719088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2719096.000000 Penalty: 4952.090820
	Iteration 42Q: 3 clusters Score -2719096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2719115.000000 Penalty: 4952.090820
	Iteration 43Q: 3 clusters Score -2719115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2719128.250000 Penalty: 4952.090820
	Iteration 44Q: 3 clusters Score -2719128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2719138.250000 Penalty: 4952.090820
	Iteration 45Q: 3 clusters Score -2719138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2719140.250000 Penalty: 4952.090820
	Iteration 46Q: 3 clusters Score -2719140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2719154.750000 Penalty: 4952.090820
	Iteration 47Q: 3 clusters Score -2719155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2719165.000000 Penalty: 4952.090820
	Iteration 48Q: 3 clusters Score -2719165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2719173.750000 Penalty: 4952.090820
	Iteration 49Q: 3 clusters Score -2719174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2719183.500000 Penalty: 4952.090820
	Iteration 50Q: 3 clusters Score -2719184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2719193.750000 Penalty: 4952.090820
	Iteration 51Q: 3 clusters Score -2719194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2719197.000000 Penalty: 4952.090820
	Iteration 52Q: 3 clusters Score -2719197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2719203.250000 Penalty: 4952.090820
	Iteration 53Q: 3 clusters Score -2719203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2719208.000000 Penalty: 4952.090820
	Iteration 54Q: 3 clusters Score -2719208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2719214.000000 Penalty: 4952.090820
	Iteration 55Q: 3 clusters Score -2719214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2719216.500000 Penalty: 4952.090820
	Iteration 56Q: 3 clusters Score -2719216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2719219.250000 Penalty: 4952.090820
	Iteration 57Q: 3 clusters Score -2719219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2719219.750000 Penalty: 4952.090820
	Iteration 58Q: 3 clusters Score -2719220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2719224.000000 Penalty: 4952.090820
	Iteration 59Q: 3 clusters Score -2719224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2719232.000000 Penalty: 4952.090820
	Iteration 60F: 3 clusters Score -2719232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2719238.250000 Penalty: 4952.090820
	Iteration 61Q: 3 clusters Score -2719238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2719242.750000 Penalty: 4952.090820
	Iteration 62Q: 3 clusters Score -2719243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2719245.250000 Penalty: 4952.090820
	Iteration 63Q: 3 clusters Score -2719245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2719252.250000 Penalty: 4952.090820
	Iteration 64Q: 3 clusters Score -2719252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2719252.000000 Penalty: 4952.090820
	Iteration 65Q: 3 clusters Score -2719252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2719253.000000 Penalty: 4952.090820
	Iteration 66Q: 3 clusters Score -2719253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2719252.750000 Penalty: 4952.090820
	Iteration 67Q: 3 clusters Score -2719253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2719252.000000 Penalty: 4952.090820
	Iteration 68Q: 3 clusters Score -2719252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2719257.750000 Penalty: 4952.090820
	Iteration 69Q: 3 clusters Score -2719258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2719259.750000 Penalty: 4952.090820
	Iteration 70Q: 3 clusters Score -2719260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2719256.250000 Penalty: 4952.090820
	Iteration 71Q: 3 clusters Score -2719256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2719259.750000 Penalty: 4952.090820
	Iteration 72Q: 3 clusters Score -2719260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2719265.250000 Penalty: 4952.090820
	Iteration 73Q: 3 clusters Score -2719265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2719271.000000 Penalty: 4952.090820
	Iteration 74Q: 3 clusters Score -2719271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2719272.500000 Penalty: 4952.090820
	Iteration 75Q: 3 clusters Score -2719272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2719274.500000 Penalty: 4952.090820
	Iteration 76Q: 3 clusters Score -2719274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2719285.000000 Penalty: 4952.090820
	Iteration 77Q: 3 clusters Score -2719285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2719285.500000 Penalty: 4952.090820
	Iteration 78Q: 3 clusters Score -2719286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2719285.250000 Penalty: 4952.090820
	Iteration 79Q: 3 clusters Score -2719285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2719293.750000 Penalty: 4952.090820
	Iteration 80F: 3 clusters Score -2719294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2719294.250000 Penalty: 4952.090820
	Iteration 81Q: 3 clusters Score -2719294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2719293.500000 Penalty: 4952.090820
	Iteration 82Q: 3 clusters Score -2719294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2719296.000000 Penalty: 4952.090820
	Iteration 83Q: 3 clusters Score -2719296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2719298.500000 Penalty: 4952.090820
	Iteration 84Q: 3 clusters Score -2719298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2719303.250000 Penalty: 4952.090820
	Iteration 85Q: 3 clusters Score -2719303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2719313.000000 Penalty: 4952.090820
	Iteration 86Q: 3 clusters Score -2719313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2719314.000000 Penalty: 4952.090820
	Iteration 87Q: 3 clusters Score -2719314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2719326.500000 Penalty: 4952.090820
	Iteration 88Q: 3 clusters Score -2719326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2719327.750000 Penalty: 4952.090820
	Iteration 89Q: 3 clusters Score -2719328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2719331.000000 Penalty: 4952.090820
	Iteration 90Q: 3 clusters Score -2719331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2719334.000000 Penalty: 4952.090820
	Iteration 91Q: 3 clusters Score -2719334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2719332.250000 Penalty: 4952.090820
	Iteration 92Q: 3 clusters Score -2719332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2719331.000000 Penalty: 4952.090820
	Iteration 93Q: 3 clusters Score -2719331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2719330.000000 Penalty: 4952.090820
	Iteration 94Q: 3 clusters Score -2719330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2719332.750000 Penalty: 4952.090820
	Iteration 95Q: 3 clusters Score -2719333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2719333.000000 Penalty: 4952.090820
	Iteration 96Q: 3 clusters Score -2719333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2719333.250000 Penalty: 4952.090820
	Iteration 97Q: 3 clusters Score -2719333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2719335.000000 Penalty: 4952.090820
	Iteration 98Q: 3 clusters Score -2719335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2719337.000000 Penalty: 4952.090820
	Iteration 99Q: 3 clusters Score -2719337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2719337.000000 Penalty: 4952.090820
	Iteration 100F: 3 clusters Score -2719337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -263169.625000 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -263169.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -260534.203125 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -260534.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -261133.140625 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -261133.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -261403.890625 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -261403.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -261604.890625 Penalty: 3774.491699
	Iteration 3F: 3 clusters Score -261604.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -261800.046875 Penalty: 3774.491699
	Iteration 4F: 3 clusters Score -261800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -261936.328125 Penalty: 3774.491699
	Iteration 5F: 3 clusters Score -261936.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -262047.359375 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -262047.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -262146.312500 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -262146.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -262256.093750 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -262256.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -262342.843750 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -262342.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -262447.875000 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -262447.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -262543.531250 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -262543.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -262641.156250 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -262641.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -262690.750000 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -262690.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -262719.687500 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -262719.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -262733.343750 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -262733.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -262743.031250 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -262743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -262746.375000 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -262746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -262747.250000 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -262747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -262747.250000 Penalty: 3774.491699
	Iteration 19F: 3 clusters Score -262747.2 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: -86653.804688 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -86653.8 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 405 members 
Entering Unmasked Estep 
Score: -84993.296875 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -84993.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85593.578125 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -85593.58 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85874.031250 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -85874.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86070.554688 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -86070.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86161.085938 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -86161.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86214.523438 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -86214.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86257.039062 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -86257.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86283.976562 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -86283.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86331.765625 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -86331.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86377.695312 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -86377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86411.648438 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -86411.65 nChanged 7
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: -86432.960938 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -86432.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86457.304688 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -86457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -86474.031250 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -86474.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86504.414062 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -86504.41 nChanged 5
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: -86541.085938 Penalty: 3313.704102
	Iteration 15Q: 3 clusters Score -86541.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -86592.453125 Penalty: 3313.704102
	Iteration 16Q: 3 clusters Score -86592.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86618.429688 Penalty: 3313.704102
	Iteration 17Q: 3 clusters Score -86618.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86633.656250 Penalty: 3313.704102
	Iteration 18Q: 3 clusters Score -86633.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -86638.023438 Penalty: 3313.704102
	Iteration 19Q: 3 clusters Score -86638.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86641.359375 Penalty: 3313.704102
	Iteration 20F: 3 clusters Score -86641.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86657.398438 Penalty: 3313.704102
	Iteration 21Q: 3 clusters Score -86657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86661.648438 Penalty: 3313.704102
	Iteration 22Q: 3 clusters Score -86661.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -86667.390625 Penalty: 3313.704102
	Iteration 23Q: 3 clusters Score -86667.39 nChanged 4
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: -86674.625000 Penalty: 3313.704102
	Iteration 24Q: 3 clusters Score -86674.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -86676.070312 Penalty: 3313.704102
	Iteration 25Q: 3 clusters Score -86676.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -86676.070312 Penalty: 3313.704102
	Iteration 26F: 3 clusters Score -86676.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196464 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41394 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 207968 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Mstep: Class 34 contains 482 members 
Entering Unmasked Estep 
Score: -133250624.000000 Penalty: 116723.625000
Splitting cluster 26 changes total score from -133252488.000000 to -133250624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (16913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Entering Unmasked Estep 
Score: -2285216.250000 Penalty: 2414.487793
	Iteration 0F: 2 clusters Score -2285216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2273165.000000 Penalty: 4828.975586
	Iteration 0F: 3 clusters Score -2273165 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2277238.750000 Penalty: 4828.975586
	Iteration 1F: 3 clusters Score -2277239 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2277778.000000 Penalty: 4828.975586
	Iteration 2F: 3 clusters Score -2277778 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2278296.500000 Penalty: 4828.975586
	Iteration 3F: 3 clusters Score -2278296 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2278896.500000 Penalty: 4828.975586
	Iteration 4F: 3 clusters Score -2278896 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2279602.750000 Penalty: 4828.975586
	Iteration 5F: 3 clusters Score -2279603 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2280436.000000 Penalty: 4828.975586
	Iteration 6F: 3 clusters Score -2280436 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2281264.000000 Penalty: 4828.975586
	Iteration 7F: 3 clusters Score -2281264 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2282049.750000 Penalty: 4828.975586
	Iteration 8Q: 3 clusters Score -2282050 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2282605.250000 Penalty: 4828.975586
	Iteration 9Q: 3 clusters Score -2282605 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2282850.250000 Penalty: 4828.975586
	Iteration 10Q: 3 clusters Score -2282850 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2282953.750000 Penalty: 4828.975586
	Iteration 11Q: 3 clusters Score -2282954 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2283032.500000 Penalty: 4828.975586
	Iteration 12Q: 3 clusters Score -2283032 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2283086.500000 Penalty: 4828.975586
	Iteration 13Q: 3 clusters Score -2283086 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2283124.250000 Penalty: 4828.975586
	Iteration 14Q: 3 clusters Score -2283124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2283136.500000 Penalty: 4828.975586
	Iteration 15Q: 3 clusters Score -2283136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2283149.750000 Penalty: 4828.975586
	Iteration 16Q: 3 clusters Score -2283150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2283169.500000 Penalty: 4828.975586
	Iteration 17Q: 3 clusters Score -2283170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2283191.250000 Penalty: 4828.975586
	Iteration 18Q: 3 clusters Score -2283191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2283203.500000 Penalty: 4828.975586
	Iteration 19Q: 3 clusters Score -2283204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2283211.500000 Penalty: 4828.975586
	Iteration 20F: 3 clusters Score -2283212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2283222.750000 Penalty: 4828.975586
	Iteration 21Q: 3 clusters Score -2283223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2283236.750000 Penalty: 4828.975586
	Iteration 22Q: 3 clusters Score -2283237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2283265.000000 Penalty: 4828.975586
	Iteration 23Q: 3 clusters Score -2283265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2283277.250000 Penalty: 4828.975586
	Iteration 24Q: 3 clusters Score -2283277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2283289.750000 Penalty: 4828.975586
	Iteration 25Q: 3 clusters Score -2283290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2283301.750000 Penalty: 4828.975586
	Iteration 26Q: 3 clusters Score -2283302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2283313.250000 Penalty: 4828.975586
	Iteration 27Q: 3 clusters Score -2283313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2283315.500000 Penalty: 4828.975586
	Iteration 28Q: 3 clusters Score -2283316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2283325.500000 Penalty: 4828.975586
	Iteration 29Q: 3 clusters Score -2283326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2283335.000000 Penalty: 4828.975586
	Iteration 30Q: 3 clusters Score -2283335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2283334.250000 Penalty: 4828.975586
	Iteration 31Q: 3 clusters Score -2283334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2283337.500000 Penalty: 4828.975586
	Iteration 32Q: 3 clusters Score -2283338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2283333.000000 Penalty: 4828.975586
	Iteration 33Q: 3 clusters Score -2283333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2283341.250000 Penalty: 4828.975586
	Iteration 34Q: 3 clusters Score -2283341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2283341.500000 Penalty: 4828.975586
	Iteration 35Q: 3 clusters Score -2283342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2283349.000000 Penalty: 4828.975586
	Iteration 36Q: 3 clusters Score -2283349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2283343.500000 Penalty: 4828.975586
	Iteration 37Q: 3 clusters Score -2283344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2283346.250000 Penalty: 4828.975586
	Iteration 38Q: 3 clusters Score -2283346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2283347.500000 Penalty: 4828.975586
	Iteration 39Q: 3 clusters Score -2283348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2283349.000000 Penalty: 4828.975586
	Iteration 40F: 3 clusters Score -2283349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2283348.750000 Penalty: 4828.975586
	Iteration 41Q: 3 clusters Score -2283349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2283351.000000 Penalty: 4828.975586
	Iteration 42Q: 3 clusters Score -2283351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2283353.250000 Penalty: 4828.975586
	Iteration 43Q: 3 clusters Score -2283353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2283355.500000 Penalty: 4828.975586
	Iteration 44Q: 3 clusters Score -2283356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2283356.250000 Penalty: 4828.975586
	Iteration 45Q: 3 clusters Score -2283356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2283363.500000 Penalty: 4828.975586
	Iteration 46Q: 3 clusters Score -2283364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2283361.000000 Penalty: 4828.975586
	Iteration 47Q: 3 clusters Score -2283361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2283363.500000 Penalty: 4828.975586
	Iteration 48Q: 3 clusters Score -2283364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2283361.750000 Penalty: 4828.975586
	Iteration 49Q: 3 clusters Score -2283362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2283359.500000 Penalty: 4828.975586
	Iteration 50Q: 3 clusters Score -2283360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2283361.000000 Penalty: 4828.975586
	Iteration 51Q: 3 clusters Score -2283361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2283364.000000 Penalty: 4828.975586
	Iteration 52Q: 3 clusters Score -2283364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2283361.500000 Penalty: 4828.975586
	Iteration 53Q: 3 clusters Score -2283362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2283366.500000 Penalty: 4828.975586
	Iteration 54Q: 3 clusters Score -2283366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2283364.000000 Penalty: 4828.975586
	Iteration 55Q: 3 clusters Score -2283364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2283367.250000 Penalty: 4828.975586
	Iteration 56Q: 3 clusters Score -2283367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2283367.250000 Penalty: 4828.975586
	Iteration 57Q: 3 clusters Score -2283367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2283365.500000 Penalty: 4828.975586
	Iteration 58Q: 3 clusters Score -2283366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2283368.750000 Penalty: 4828.975586
	Iteration 59Q: 3 clusters Score -2283369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2283371.750000 Penalty: 4828.975586
	Iteration 60F: 3 clusters Score -2283372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2283375.750000 Penalty: 4828.975586
	Iteration 61Q: 3 clusters Score -2283376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2283375.500000 Penalty: 4828.975586
	Iteration 62Q: 3 clusters Score -2283376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2283378.750000 Penalty: 4828.975586
	Iteration 63Q: 3 clusters Score -2283379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2283382.000000 Penalty: 4828.975586
	Iteration 64Q: 3 clusters Score -2283382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2283385.250000 Penalty: 4828.975586
	Iteration 65Q: 3 clusters Score -2283385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2283383.000000 Penalty: 4828.975586
	Iteration 66Q: 3 clusters Score -2283383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2283382.000000 Penalty: 4828.975586
	Iteration 67Q: 3 clusters Score -2283382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2283382.000000 Penalty: 4828.975586
	Iteration 68F: 3 clusters Score -2283382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -74010.890625 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -74010.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72371.476562 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -72371.48 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72759.914062 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -72759.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72987.781250 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -72987.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73182.070312 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -73182.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73335.156250 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -73335.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73421.882812 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -73421.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73484.046875 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -73484.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73525.593750 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -73525.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73560.476562 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -73560.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73594.765625 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -73594.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73645.007812 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -73645.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73678.429688 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -73678.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73693.109375 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -73693.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73699.796875 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -73699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73702.859375 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -73702.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73704.921875 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -73704.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73705.812500 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -73705.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73707.593750 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -73707.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73712.625000 Penalty: 3237.867188
	Iteration 18Q: 3 clusters Score -73712.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73723.640625 Penalty: 3237.867188
	Iteration 19Q: 3 clusters Score -73723.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73746.023438 Penalty: 3237.867188
	Iteration 20F: 3 clusters Score -73746.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73767.671875 Penalty: 3237.867188
	Iteration 21Q: 3 clusters Score -73767.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73821.937500 Penalty: 3237.867188
	Iteration 22Q: 3 clusters Score -73821.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73830.132812 Penalty: 3237.867188
	Iteration 23Q: 3 clusters Score -73830.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73830.132812 Penalty: 3237.867188
	Iteration 24F: 3 clusters Score -73830.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -417868.687500 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -417868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -414211.562500 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -414211.6 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -414977.093750 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -414977.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -415140.968750 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -415141 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -415240.000000 Penalty: 4067.207031
	Iteration 3Q: 3 clusters Score -415240 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -415315.843750 Penalty: 4067.207031
	Iteration 4Q: 3 clusters Score -415315.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -415369.625000 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -415369.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -415418.687500 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -415418.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -415463.093750 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -415463.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -415501.750000 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -415501.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -415535.437500 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -415535.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -415571.218750 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -415571.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -415595.812500 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -415595.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -415615.406250 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -415615.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -415630.218750 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -415630.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -415645.187500 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -415645.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -415659.718750 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -415659.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -415672.656250 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -415672.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -415690.656250 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -415690.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -415712.625000 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -415712.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -415744.093750 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -415744.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -415775.718750 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -415775.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -415806.343750 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -415806.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -415832.437500 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -415832.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -415856.468750 Penalty: 4067.207031
	Iteration 23Q: 3 clusters Score -415856.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -415876.937500 Penalty: 4067.207031
	Iteration 24Q: 3 clusters Score -415876.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -415897.250000 Penalty: 4067.207031
	Iteration 25Q: 3 clusters Score -415897.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -415919.812500 Penalty: 4067.207031
	Iteration 26Q: 3 clusters Score -415919.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -415943.593750 Penalty: 4067.207031
	Iteration 27Q: 3 clusters Score -415943.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -415965.531250 Penalty: 4067.207031
	Iteration 28Q: 3 clusters Score -415965.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -415983.343750 Penalty: 4067.207031
	Iteration 29Q: 3 clusters Score -415983.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -415996.406250 Penalty: 4067.207031
	Iteration 30Q: 3 clusters Score -415996.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -416009.062500 Penalty: 4067.207031
	Iteration 31Q: 3 clusters Score -416009.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -416023.281250 Penalty: 4067.207031
	Iteration 32Q: 3 clusters Score -416023.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -416045.593750 Penalty: 4067.207031
	Iteration 33Q: 3 clusters Score -416045.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -416068.718750 Penalty: 4067.207031
	Iteration 34Q: 3 clusters Score -416068.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -416084.906250 Penalty: 4067.207031
	Iteration 35Q: 3 clusters Score -416084.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -416100.062500 Penalty: 4067.207031
	Iteration 36Q: 3 clusters Score -416100.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -416109.968750 Penalty: 4067.207031
	Iteration 37Q: 3 clusters Score -416110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -416118.281250 Penalty: 4067.207031
	Iteration 38Q: 3 clusters Score -416118.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -416120.187500 Penalty: 4067.207031
	Iteration 39Q: 3 clusters Score -416120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -416126.281250 Penalty: 4067.207031
	Iteration 40F: 3 clusters Score -416126.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -416130.187500 Penalty: 4067.207031
	Iteration 41Q: 3 clusters Score -416130.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -416135.187500 Penalty: 4067.207031
	Iteration 42Q: 3 clusters Score -416135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -416141.062500 Penalty: 4067.207031
	Iteration 43Q: 3 clusters Score -416141.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -416141.531250 Penalty: 4067.207031
	Iteration 44Q: 3 clusters Score -416141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -416142.031250 Penalty: 4067.207031
	Iteration 45Q: 3 clusters Score -416142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -416142.031250 Penalty: 4067.207031
	Iteration 46F: 3 clusters Score -416142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -115160.132812 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -115160.1 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 472 members 
Entering Unmasked Estep 
Score: -113276.734375 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -113276.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113580.695312 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -113580.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113677.609375 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -113677.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113746.445312 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -113746.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113781.671875 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -113781.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113813.546875 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -113813.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113841.976562 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -113842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113876.914062 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -113876.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113921.304688 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -113921.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113960.992188 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -113961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113987.828125 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -113987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114001.078125 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -114001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114011.742188 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -114011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114024.250000 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -114024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -114034.187500 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -114034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114041.109375 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -114041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114044.937500 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -114044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114048.117188 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -114048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114048.429688 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -114048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114048.429688 Penalty: 3378.923096
	Iteration 19F: 3 clusters Score -114048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Entering Unmasked Estep 
Score: -191318.437500 Penalty: 1812.850708
	Iteration 0F: 2 clusters Score -191318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -189029.328125 Penalty: 3625.701416
	Iteration 0F: 3 clusters Score -189029.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -189445.265625 Penalty: 3625.701416
	Iteration 1F: 3 clusters Score -189445.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189578.437500 Penalty: 3625.701416
	Iteration 2F: 3 clusters Score -189578.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -189662.890625 Penalty: 3625.701416
	Iteration 3Q: 3 clusters Score -189662.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189720.281250 Penalty: 3625.701416
	Iteration 4Q: 3 clusters Score -189720.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -189774.484375 Penalty: 3625.701416
	Iteration 5Q: 3 clusters Score -189774.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189826.000000 Penalty: 3625.701416
	Iteration 6Q: 3 clusters Score -189826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -189861.796875 Penalty: 3625.701416
	Iteration 7Q: 3 clusters Score -189861.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189898.421875 Penalty: 3625.701416
	Iteration 8Q: 3 clusters Score -189898.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189927.343750 Penalty: 3625.701416
	Iteration 9Q: 3 clusters Score -189927.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -189946.609375 Penalty: 3625.701416
	Iteration 10Q: 3 clusters Score -189946.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -189964.734375 Penalty: 3625.701416
	Iteration 11Q: 3 clusters Score -189964.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -189984.359375 Penalty: 3625.701416
	Iteration 12Q: 3 clusters Score -189984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189995.875000 Penalty: 3625.701416
	Iteration 13Q: 3 clusters Score -189995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -190006.593750 Penalty: 3625.701416
	Iteration 14Q: 3 clusters Score -190006.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -190020.562500 Penalty: 3625.701416
	Iteration 15Q: 3 clusters Score -190020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -190027.671875 Penalty: 3625.701416
	Iteration 16Q: 3 clusters Score -190027.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -190037.687500 Penalty: 3625.701416
	Iteration 17Q: 3 clusters Score -190037.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -190050.281250 Penalty: 3625.701416
	Iteration 18Q: 3 clusters Score -190050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -190052.656250 Penalty: 3625.701416
	Iteration 19Q: 3 clusters Score -190052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -190052.656250 Penalty: 3625.701416
	Iteration 20F: 3 clusters Score -190052.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -60714.710938 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -60714.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59209.003906 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -59209 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59513.492188 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -59513.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59653.117188 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -59653.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59764.312500 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -59764.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59920.847656 Penalty: 3111.347168
	Iteration 4F: 3 clusters Score -59920.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60103.183594 Penalty: 3111.347168
	Iteration 5F: 3 clusters Score -60103.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60283.988281 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -60283.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60511.875000 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -60511.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60597.855469 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -60597.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60662.613281 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -60662.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60734.625000 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -60734.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60776.054688 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -60776.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60832.460938 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -60832.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60976.570312 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -60976.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61049.167969 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -61049.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61049.167969 Penalty: 3111.347168
	Iteration 15F: 3 clusters Score -61049.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196464 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41394 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 207968 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 233 members 
Mstep: Class 33 contains 34734 members 
Mstep: Class 34 contains 297 members 
Entering Unmasked Estep 
Score: -133250896.000000 Penalty: 116723.625000
Splitting cluster 32 changes total score from -133252488.000000 to -133250896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (34734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Entering Unmasked Estep 
Score: -4683011.000000 Penalty: 2592.957520
	Iteration 0F: 2 clusters Score -4683011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4659384.000000 Penalty: 5185.915039
	Iteration 0F: 3 clusters Score -4659384 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4667906.000000 Penalty: 5185.915039
	Iteration 1F: 3 clusters Score -4667906 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4668425.500000 Penalty: 5185.915039
	Iteration 2Q: 3 clusters Score -4668426 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4668844.000000 Penalty: 5185.915039
	Iteration 3Q: 3 clusters Score -4668844 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4669277.000000 Penalty: 5185.915039
	Iteration 4Q: 3 clusters Score -4669277 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4669674.500000 Penalty: 5185.915039
	Iteration 5Q: 3 clusters Score -4669674 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -4670197.500000 Penalty: 5185.915039
	Iteration 6Q: 3 clusters Score -4670198 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4670871.000000 Penalty: 5185.915039
	Iteration 7Q: 3 clusters Score -4670871 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4671669.000000 Penalty: 5185.915039
	Iteration 8Q: 3 clusters Score -4671669 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -4672644.000000 Penalty: 5185.915039
	Iteration 9F: 3 clusters Score -4672644 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -4673856.000000 Penalty: 5185.915039
	Iteration 10F: 3 clusters Score -4673856 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4675363.000000 Penalty: 5185.915039
	Iteration 11F: 3 clusters Score -4675363 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -4677035.500000 Penalty: 5185.915039
	Iteration 12F: 3 clusters Score -4677036 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4678559.000000 Penalty: 5185.915039
	Iteration 13Q: 3 clusters Score -4678559 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4679619.500000 Penalty: 5185.915039
	Iteration 14Q: 3 clusters Score -4679620 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4680106.500000 Penalty: 5185.915039
	Iteration 15Q: 3 clusters Score -4680106 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4680357.500000 Penalty: 5185.915039
	Iteration 16Q: 3 clusters Score -4680358 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4680481.500000 Penalty: 5185.915039
	Iteration 17Q: 3 clusters Score -4680482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4680548.500000 Penalty: 5185.915039
	Iteration 18Q: 3 clusters Score -4680548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4680593.500000 Penalty: 5185.915039
	Iteration 19Q: 3 clusters Score -4680594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4680645.000000 Penalty: 5185.915039
	Iteration 20F: 3 clusters Score -4680645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4680658.000000 Penalty: 5185.915039
	Iteration 21Q: 3 clusters Score -4680658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4680681.000000 Penalty: 5185.915039
	Iteration 22Q: 3 clusters Score -4680681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4680697.500000 Penalty: 5185.915039
	Iteration 23Q: 3 clusters Score -4680698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4680708.500000 Penalty: 5185.915039
	Iteration 24Q: 3 clusters Score -4680708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4680704.000000 Penalty: 5185.915039
	Iteration 25Q: 3 clusters Score -4680704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4680706.500000 Penalty: 5185.915039
	Iteration 26Q: 3 clusters Score -4680706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4680708.500000 Penalty: 5185.915039
	Iteration 27Q: 3 clusters Score -4680708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4680712.500000 Penalty: 5185.915039
	Iteration 28Q: 3 clusters Score -4680712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4680707.000000 Penalty: 5185.915039
	Iteration 29Q: 3 clusters Score -4680707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4680713.500000 Penalty: 5185.915039
	Iteration 30Q: 3 clusters Score -4680714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4680715.000000 Penalty: 5185.915039
	Iteration 31Q: 3 clusters Score -4680715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4680715.000000 Penalty: 5185.915039
	Iteration 32F: 3 clusters Score -4680715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36907 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196464 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41394 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 207968 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16913 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252416.000000 Penalty: 113290.578125
Iteration 319Q: 34 clusters Score -1.332524e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196461 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41394 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 207971 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252448.000000 Penalty: 113290.578125
Iteration 320F: 34 clusters Score -1.332524e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36909 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19569 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196465 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41394 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17448 members 
Mstep: Class 21 contains 207969 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43689 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252408.000000 Penalty: 113290.578125
Iteration 321Q: 34 clusters Score -1.332524e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 36909 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190290 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196467 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41391 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17444 members 
Mstep: Class 21 contains 207976 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43689 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252488.000000 Penalty: 113290.578125
Iteration 322Q: 34 clusters Score -1.332525e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45337 members 
Mstep: Class 8 contains 36909 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196468 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41386 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17441 members 
Mstep: Class 21 contains 207983 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43689 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252440.000000 Penalty: 113290.578125
Iteration 323Q: 34 clusters Score -1.332524e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45337 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196468 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41383 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17439 members 
Mstep: Class 21 contains 207984 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252416.000000 Penalty: 113290.578125
Iteration 324Q: 34 clusters Score -1.332524e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45337 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196476 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41380 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17437 members 
Mstep: Class 21 contains 207981 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252488.000000 Penalty: 113290.578125
Iteration 325Q: 34 clusters Score -1.332525e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17133 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45339 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190291 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196477 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41379 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 207982 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43689 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252424.000000 Penalty: 113290.578125
Iteration 326Q: 34 clusters Score -1.332524e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17132 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36910 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196473 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207986 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252424.000000 Penalty: 113290.578125
Iteration 327Q: 34 clusters Score -1.332524e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22809 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196479 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41375 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207984 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252352.000000 Penalty: 113290.578125
Iteration 328Q: 34 clusters Score -1.332524e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196483 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41372 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207983 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252376.000000 Penalty: 113290.578125
Iteration 329Q: 34 clusters Score -1.332524e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196487 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41368 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207980 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43692 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252376.000000 Penalty: 113290.578125
Iteration 330Q: 34 clusters Score -1.332524e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196488 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41366 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207978 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43693 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252392.000000 Penalty: 113290.578125
Iteration 331Q: 34 clusters Score -1.332524e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196489 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41362 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207981 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 43693 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252368.000000 Penalty: 113290.578125
Iteration 332Q: 34 clusters Score -1.332524e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196487 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41362 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207982 members 
Mstep: Class 22 contains 13491 members 
Mstep: Class 23 contains 43693 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252368.000000 Penalty: 113290.578125
Iteration 333Q: 34 clusters Score -1.332524e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196483 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41362 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207985 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43694 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252424.000000 Penalty: 113290.578125
Iteration 334Q: 34 clusters Score -1.332524e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196483 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41363 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17433 members 
Mstep: Class 21 contains 207983 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43694 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252448.000000 Penalty: 113290.578125
Iteration 335Q: 34 clusters Score -1.332524e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196481 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41361 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17433 members 
Mstep: Class 21 contains 207986 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43694 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252464.000000 Penalty: 113290.578125
Iteration 336Q: 34 clusters Score -1.332525e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196478 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41361 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207987 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43694 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252464.000000 Penalty: 113290.578125
Iteration 337Q: 34 clusters Score -1.332525e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196476 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41361 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207989 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43694 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252464.000000 Penalty: 113290.578125
Iteration 338Q: 34 clusters Score -1.332525e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196474 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 41361 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207990 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43695 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252480.000000 Penalty: 113290.578125
Iteration 339Q: 34 clusters Score -1.332525e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196474 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 41360 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207990 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43695 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252504.000000 Penalty: 113290.578125
Iteration 340F: 34 clusters Score -1.332525e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196475 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 41358 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207991 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43695 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252480.000000 Penalty: 113290.578125
Iteration 341Q: 34 clusters Score -1.332525e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196474 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 41356 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 207993 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43694 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252456.000000 Penalty: 113290.578125
Iteration 342Q: 34 clusters Score -1.332525e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17130 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196468 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 41356 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208000 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252496.000000 Penalty: 113290.578125
Iteration 343Q: 34 clusters Score -1.332525e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17129 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196465 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 41355 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17436 members 
Mstep: Class 21 contains 208002 members 
Mstep: Class 22 contains 13493 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252440.000000 Penalty: 113290.578125
Iteration 344Q: 34 clusters Score -1.332524e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17128 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190292 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196458 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41355 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17436 members 
Mstep: Class 21 contains 208007 members 
Mstep: Class 22 contains 13495 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252408.000000 Penalty: 113290.578125
Iteration 345Q: 34 clusters Score -1.332524e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196453 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41355 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208013 members 
Mstep: Class 22 contains 13497 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252400.000000 Penalty: 113290.578125
Iteration 346Q: 34 clusters Score -1.332524e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196448 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41355 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208018 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252408.000000 Penalty: 113290.578125
Iteration 347Q: 34 clusters Score -1.332524e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196448 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41354 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208020 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252432.000000 Penalty: 113290.578125
Iteration 348Q: 34 clusters Score -1.332524e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36911 members 
Mstep: Class 9 contains 22809 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196448 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208021 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252384.000000 Penalty: 113290.578125
Iteration 349Q: 34 clusters Score -1.332524e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196444 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208026 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252416.000000 Penalty: 113290.578125
Iteration 350Q: 34 clusters Score -1.332524e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196443 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208028 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252416.000000 Penalty: 113290.578125
Iteration 351Q: 34 clusters Score -1.332524e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196441 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208026 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252416.000000 Penalty: 113290.578125
Iteration 352Q: 34 clusters Score -1.332524e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45339 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196441 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208024 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252448.000000 Penalty: 113290.578125
Iteration 353Q: 34 clusters Score -1.332524e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196433 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208027 members 
Mstep: Class 22 contains 13499 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252448.000000 Penalty: 113290.578125
Iteration 354Q: 34 clusters Score -1.332524e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196430 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41354 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208028 members 
Mstep: Class 22 contains 13500 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21680 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16914 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252480.000000 Penalty: 113290.578125
Iteration 355Q: 34 clusters Score -1.332525e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 19569 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196425 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41354 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208031 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16912 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252544.000000 Penalty: 113290.578125
Iteration 356Q: 34 clusters Score -1.332525e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196430 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208030 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252552.000000 Penalty: 113290.578125
Iteration 357Q: 34 clusters Score -1.332526e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22804 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196433 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208031 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252600.000000 Penalty: 113290.578125
Iteration 358Q: 34 clusters Score -1.332526e+08 nChanged 1
Entering ConstructFrom: 
Score: -133252600.000000 Penalty: 113290.578125
Entering ConstructFrom: 
Trying to split cluster 1 (54758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Entering Unmasked Estep 
Score: -7201767.500000 Penalty: 2705.848389
	Iteration 0F: 2 clusters Score -7201768 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 27455 members 
Entering Unmasked Estep 
Score: -7164919.500000 Penalty: 5411.696777
	Iteration 0F: 3 clusters Score -7164920 nChanged 25381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -7178695.500000 Penalty: 5411.696777
	Iteration 1F: 3 clusters Score -7178696 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -7179211.000000 Penalty: 5411.696777
	Iteration 2Q: 3 clusters Score -7179211 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -7179650.500000 Penalty: 5411.696777
	Iteration 3Q: 3 clusters Score -7179650 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -7180215.000000 Penalty: 5411.696777
	Iteration 4Q: 3 clusters Score -7180215 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -7180965.000000 Penalty: 5411.696777
	Iteration 5Q: 3 clusters Score -7180965 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -7182033.500000 Penalty: 5411.696777
	Iteration 6Q: 3 clusters Score -7182034 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -7183555.500000 Penalty: 5411.696777
	Iteration 7Q: 3 clusters Score -7183556 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -7185364.000000 Penalty: 5411.696777
	Iteration 8F: 3 clusters Score -7185364 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -7187085.000000 Penalty: 5411.696777
	Iteration 9F: 3 clusters Score -7187085 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -7188584.500000 Penalty: 5411.696777
	Iteration 10F: 3 clusters Score -7188584 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -7189816.500000 Penalty: 5411.696777
	Iteration 11Q: 3 clusters Score -7189816 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -7190777.500000 Penalty: 5411.696777
	Iteration 12Q: 3 clusters Score -7190778 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -7191458.500000 Penalty: 5411.696777
	Iteration 13Q: 3 clusters Score -7191458 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -7192096.000000 Penalty: 5411.696777
	Iteration 14Q: 3 clusters Score -7192096 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -7192605.000000 Penalty: 5411.696777
	Iteration 15Q: 3 clusters Score -7192605 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -7193039.000000 Penalty: 5411.696777
	Iteration 16Q: 3 clusters Score -7193039 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -7193355.500000 Penalty: 5411.696777
	Iteration 17Q: 3 clusters Score -7193356 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -7193646.000000 Penalty: 5411.696777
	Iteration 18Q: 3 clusters Score -7193646 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -7193885.000000 Penalty: 5411.696777
	Iteration 19Q: 3 clusters Score -7193885 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -7194081.000000 Penalty: 5411.696777
	Iteration 20F: 3 clusters Score -7194081 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -7194254.000000 Penalty: 5411.696777
	Iteration 21Q: 3 clusters Score -7194254 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -7194400.500000 Penalty: 5411.696777
	Iteration 22Q: 3 clusters Score -7194400 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -7194527.500000 Penalty: 5411.696777
	Iteration 23Q: 3 clusters Score -7194528 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -7194594.500000 Penalty: 5411.696777
	Iteration 24Q: 3 clusters Score -7194594 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -7194651.000000 Penalty: 5411.696777
	Iteration 25Q: 3 clusters Score -7194651 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -7194737.000000 Penalty: 5411.696777
	Iteration 26Q: 3 clusters Score -7194737 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -7194755.000000 Penalty: 5411.696777
	Iteration 27Q: 3 clusters Score -7194755 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -7194801.500000 Penalty: 5411.696777
	Iteration 28Q: 3 clusters Score -7194802 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -7194848.000000 Penalty: 5411.696777
	Iteration 29Q: 3 clusters Score -7194848 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -7194866.000000 Penalty: 5411.696777
	Iteration 30Q: 3 clusters Score -7194866 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -7194899.000000 Penalty: 5411.696777
	Iteration 31Q: 3 clusters Score -7194899 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -7194914.500000 Penalty: 5411.696777
	Iteration 32Q: 3 clusters Score -7194914 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -7194924.000000 Penalty: 5411.696777
	Iteration 33Q: 3 clusters Score -7194924 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -7194922.500000 Penalty: 5411.696777
	Iteration 34Q: 3 clusters Score -7194922 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -7194927.000000 Penalty: 5411.696777
	Iteration 35Q: 3 clusters Score -7194927 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -7194956.000000 Penalty: 5411.696777
	Iteration 36Q: 3 clusters Score -7194956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -7194959.000000 Penalty: 5411.696777
	Iteration 37Q: 3 clusters Score -7194959 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -7194983.500000 Penalty: 5411.696777
	Iteration 38Q: 3 clusters Score -7194984 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -7195002.000000 Penalty: 5411.696777
	Iteration 39Q: 3 clusters Score -7195002 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -7195019.500000 Penalty: 5411.696777
	Iteration 40F: 3 clusters Score -7195020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -7195025.500000 Penalty: 5411.696777
	Iteration 41Q: 3 clusters Score -7195026 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -7195018.500000 Penalty: 5411.696777
	Iteration 42Q: 3 clusters Score -7195018 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -7195040.500000 Penalty: 5411.696777
	Iteration 43Q: 3 clusters Score -7195040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7195035.500000 Penalty: 5411.696777
	Iteration 44Q: 3 clusters Score -7195036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -7195051.500000 Penalty: 5411.696777
	Iteration 45Q: 3 clusters Score -7195052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -7195047.500000 Penalty: 5411.696777
	Iteration 46Q: 3 clusters Score -7195048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -7195059.000000 Penalty: 5411.696777
	Iteration 47Q: 3 clusters Score -7195059 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -7195051.500000 Penalty: 5411.696777
	Iteration 48Q: 3 clusters Score -7195052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -7195064.000000 Penalty: 5411.696777
	Iteration 49Q: 3 clusters Score -7195064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -7195088.000000 Penalty: 5411.696777
	Iteration 50Q: 3 clusters Score -7195088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -7195103.500000 Penalty: 5411.696777
	Iteration 51Q: 3 clusters Score -7195104 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -7195112.000000 Penalty: 5411.696777
	Iteration 52Q: 3 clusters Score -7195112 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -7195121.500000 Penalty: 5411.696777
	Iteration 53Q: 3 clusters Score -7195122 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -7195125.500000 Penalty: 5411.696777
	Iteration 54Q: 3 clusters Score -7195126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -7195146.500000 Penalty: 5411.696777
	Iteration 55Q: 3 clusters Score -7195146 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -7195159.500000 Penalty: 5411.696777
	Iteration 56Q: 3 clusters Score -7195160 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -7195184.000000 Penalty: 5411.696777
	Iteration 57Q: 3 clusters Score -7195184 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -7195191.000000 Penalty: 5411.696777
	Iteration 58Q: 3 clusters Score -7195191 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -7195217.500000 Penalty: 5411.696777
	Iteration 59Q: 3 clusters Score -7195218 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -7195251.500000 Penalty: 5411.696777
	Iteration 60F: 3 clusters Score -7195252 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -7195260.500000 Penalty: 5411.696777
	Iteration 61Q: 3 clusters Score -7195260 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -7195290.500000 Penalty: 5411.696777
	Iteration 62Q: 3 clusters Score -7195290 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -7195317.500000 Penalty: 5411.696777
	Iteration 63Q: 3 clusters Score -7195318 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -7195356.000000 Penalty: 5411.696777
	Iteration 64Q: 3 clusters Score -7195356 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -7195363.500000 Penalty: 5411.696777
	Iteration 65Q: 3 clusters Score -7195364 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -7195391.500000 Penalty: 5411.696777
	Iteration 66Q: 3 clusters Score -7195392 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -7195399.000000 Penalty: 5411.696777
	Iteration 67Q: 3 clusters Score -7195399 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -7195441.500000 Penalty: 5411.696777
	Iteration 68Q: 3 clusters Score -7195442 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -7195466.000000 Penalty: 5411.696777
	Iteration 69Q: 3 clusters Score -7195466 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -7195480.000000 Penalty: 5411.696777
	Iteration 70Q: 3 clusters Score -7195480 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -7195474.000000 Penalty: 5411.696777
	Iteration 71Q: 3 clusters Score -7195474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -7195517.500000 Penalty: 5411.696777
	Iteration 72Q: 3 clusters Score -7195518 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -7195559.000000 Penalty: 5411.696777
	Iteration 73Q: 3 clusters Score -7195559 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -7195574.500000 Penalty: 5411.696777
	Iteration 74Q: 3 clusters Score -7195574 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -7195588.000000 Penalty: 5411.696777
	Iteration 75Q: 3 clusters Score -7195588 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -7195613.000000 Penalty: 5411.696777
	Iteration 76Q: 3 clusters Score -7195613 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -7195632.000000 Penalty: 5411.696777
	Iteration 77Q: 3 clusters Score -7195632 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -7195680.500000 Penalty: 5411.696777
	Iteration 78Q: 3 clusters Score -7195680 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -7195743.500000 Penalty: 5411.696777
	Iteration 79Q: 3 clusters Score -7195744 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -7195757.000000 Penalty: 5411.696777
	Iteration 80F: 3 clusters Score -7195757 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -7195772.500000 Penalty: 5411.696777
	Iteration 81Q: 3 clusters Score -7195772 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -7195814.000000 Penalty: 5411.696777
	Iteration 82Q: 3 clusters Score -7195814 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -7195861.000000 Penalty: 5411.696777
	Iteration 83Q: 3 clusters Score -7195861 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -7195889.000000 Penalty: 5411.696777
	Iteration 84Q: 3 clusters Score -7195889 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -7195936.500000 Penalty: 5411.696777
	Iteration 85Q: 3 clusters Score -7195936 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -7196001.000000 Penalty: 5411.696777
	Iteration 86Q: 3 clusters Score -7196001 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -7196033.500000 Penalty: 5411.696777
	Iteration 87Q: 3 clusters Score -7196034 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -7196060.500000 Penalty: 5411.696777
	Iteration 88Q: 3 clusters Score -7196060 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -7196109.000000 Penalty: 5411.696777
	Iteration 89Q: 3 clusters Score -7196109 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -7196152.500000 Penalty: 5411.696777
	Iteration 90Q: 3 clusters Score -7196152 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -7196206.500000 Penalty: 5411.696777
	Iteration 91Q: 3 clusters Score -7196206 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -7196243.000000 Penalty: 5411.696777
	Iteration 92Q: 3 clusters Score -7196243 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -7196304.000000 Penalty: 5411.696777
	Iteration 93Q: 3 clusters Score -7196304 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -7196314.000000 Penalty: 5411.696777
	Iteration 94Q: 3 clusters Score -7196314 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -7196386.000000 Penalty: 5411.696777
	Iteration 95Q: 3 clusters Score -7196386 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -7196419.000000 Penalty: 5411.696777
	Iteration 96Q: 3 clusters Score -7196419 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -7196461.000000 Penalty: 5411.696777
	Iteration 97Q: 3 clusters Score -7196461 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -7196539.000000 Penalty: 5411.696777
	Iteration 98Q: 3 clusters Score -7196539 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -7196632.000000 Penalty: 5411.696777
	Iteration 99Q: 3 clusters Score -7196632 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -7196683.500000 Penalty: 5411.696777
	Iteration 100F: 3 clusters Score -7196684 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -7196730.500000 Penalty: 5411.696777
	Iteration 101Q: 3 clusters Score -7196730 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -7196822.000000 Penalty: 5411.696777
	Iteration 102Q: 3 clusters Score -7196822 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -7196921.500000 Penalty: 5411.696777
	Iteration 103Q: 3 clusters Score -7196922 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -7197011.000000 Penalty: 5411.696777
	Iteration 104Q: 3 clusters Score -7197011 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -7197103.500000 Penalty: 5411.696777
	Iteration 105Q: 3 clusters Score -7197104 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -7197177.000000 Penalty: 5411.696777
	Iteration 106Q: 3 clusters Score -7197177 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -7197221.500000 Penalty: 5411.696777
	Iteration 107Q: 3 clusters Score -7197222 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -7197302.500000 Penalty: 5411.696777
	Iteration 108Q: 3 clusters Score -7197302 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -7197418.000000 Penalty: 5411.696777
	Iteration 109Q: 3 clusters Score -7197418 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -7197517.500000 Penalty: 5411.696777
	Iteration 110Q: 3 clusters Score -7197518 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -7197581.500000 Penalty: 5411.696777
	Iteration 111Q: 3 clusters Score -7197582 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -7197680.500000 Penalty: 5411.696777
	Iteration 112Q: 3 clusters Score -7197680 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -7197802.500000 Penalty: 5411.696777
	Iteration 113Q: 3 clusters Score -7197802 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -7197915.000000 Penalty: 5411.696777
	Iteration 114Q: 3 clusters Score -7197915 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -7197989.000000 Penalty: 5411.696777
	Iteration 115Q: 3 clusters Score -7197989 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -7198070.000000 Penalty: 5411.696777
	Iteration 116Q: 3 clusters Score -7198070 nChanged 323
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -7198146.000000 Penalty: 5411.696777
	Iteration 117Q: 3 clusters Score -7198146 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -7198191.500000 Penalty: 5411.696777
	Iteration 118Q: 3 clusters Score -7198192 nChanged 273
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -7198241.500000 Penalty: 5411.696777
	Iteration 119Q: 3 clusters Score -7198242 nChanged 260
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -7198298.500000 Penalty: 5411.696777
	Iteration 120F: 3 clusters Score -7198298 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7198351 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7198430 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7198496 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7198561 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7198599 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7198666 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7198721 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7198798 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7198859 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7198905 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7198968 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -7199009.500000 Penalty: 5411.696777
	Iteration 132Q: 3 clusters Score -7199010 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7199046 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7199090 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -7199159.000000 Penalty: 5411.696777
	Iteration 135Q: 3 clusters Score -7199159 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7199196.500000 Penalty: 5411.696777
	Iteration 136Q: 3 clusters Score -7199196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -7199211.500000 Penalty: 5411.696777
	Iteration 137Q: 3 clusters Score -7199212 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -7199274.000000 Penalty: 5411.696777
	Iteration 138Q: 3 clusters Score -7199274 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -7199315.500000 Penalty: 5411.696777
	Iteration 139Q: 3 clusters Score -7199316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7199337.500000 Penalty: 5411.696777
	Iteration 140F: 3 clusters Score -7199338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7199356.500000 Penalty: 5411.696777
	Iteration 141Q: 3 clusters Score -7199356 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7199391.500000 Penalty: 5411.696777
	Iteration 142Q: 3 clusters Score -7199392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7199416 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7199425 nChanged 63
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Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7199442 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7199450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7199475 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7199499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -7199504.500000 Penalty: 5411.696777
	Iteration 149Q: 3 clusters Score -7199504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7199505.000000 Penalty: 5411.696777
	Iteration 150Q: 3 clusters Score -7199505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7199517.000000 Penalty: 5411.696777
	Iteration 151Q: 3 clusters Score -7199517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -7199525.500000 Penalty: 5411.696777
	Iteration 152Q: 3 clusters Score -7199526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7199550.500000 Penalty: 5411.696777
	Iteration 153Q: 3 clusters Score -7199550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7199554.000000 Penalty: 5411.696777
	Iteration 154Q: 3 clusters Score -7199554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7199557.500000 Penalty: 5411.696777
	Iteration 155Q: 3 clusters Score -7199558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7199558.000000 Penalty: 5411.696777
	Iteration 156Q: 3 clusters Score -7199558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7199558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7199565.000000 Penalty: 5411.696777
	Iteration 158Q: 3 clusters Score -7199565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7199551.000000 Penalty: 5411.696777
	Iteration 159Q: 3 clusters Score -7199551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7199548.000000 Penalty: 5411.696777
	Iteration 160F: 3 clusters Score -7199548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7199560.500000 Penalty: 5411.696777
	Iteration 161Q: 3 clusters Score -7199560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7199565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7199572.000000 Penalty: 5411.696777
	Iteration 163Q: 3 clusters Score -7199572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7199572.000000 Penalty: 5411.696777
	Iteration 164Q: 3 clusters Score -7199572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7199589.500000 Penalty: 5411.696777
	Iteration 165Q: 3 clusters Score -7199590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7199596.000000 Penalty: 5411.696777
	Iteration 166Q: 3 clusters Score -7199596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7199603.000000 Penalty: 5411.696777
	Iteration 167Q: 3 clusters Score -7199603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7199624.000000 Penalty: 5411.696777
	Iteration 168Q: 3 clusters Score -7199624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7199617.500000 Penalty: 5411.696777
	Iteration 169Q: 3 clusters Score -7199618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7199618.500000 Penalty: 5411.696777
	Iteration 170Q: 3 clusters Score -7199618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7199619.500000 Penalty: 5411.696777
	Iteration 171Q: 3 clusters Score -7199620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7199624.500000 Penalty: 5411.696777
	Iteration 172Q: 3 clusters Score -7199624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7199620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7199635.500000 Penalty: 5411.696777
	Iteration 174Q: 3 clusters Score -7199636 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7199627.000000 Penalty: 5411.696777
	Iteration 175Q: 3 clusters Score -7199627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7199641.500000 Penalty: 5411.696777
	Iteration 176Q: 3 clusters Score -7199642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7199653.000000 Penalty: 5411.696777
	Iteration 177Q: 3 clusters Score -7199653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7199643.500000 Penalty: 5411.696777
	Iteration 178Q: 3 clusters Score -7199644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7199646.500000 Penalty: 5411.696777
	Iteration 179Q: 3 clusters Score -7199646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7199653.500000 Penalty: 5411.696777
	Iteration 180F: 3 clusters Score -7199654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7199651.000000 Penalty: 5411.696777
	Iteration 181Q: 3 clusters Score -7199651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7199646.000000 Penalty: 5411.696777
	Iteration 182Q: 3 clusters Score -7199646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7199648.500000 Penalty: 5411.696777
	Iteration 183Q: 3 clusters Score -7199648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7199652.500000 Penalty: 5411.696777
	Iteration 184Q: 3 clusters Score -7199652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7199656.000000 Penalty: 5411.696777
	Iteration 185Q: 3 clusters Score -7199656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7199661.500000 Penalty: 5411.696777
	Iteration 186Q: 3 clusters Score -7199662 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7199660.000000 Penalty: 5411.696777
	Iteration 187Q: 3 clusters Score -7199660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7199653.500000 Penalty: 5411.696777
	Iteration 188Q: 3 clusters Score -7199654 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7199647.500000 Penalty: 5411.696777
	Iteration 189Q: 3 clusters Score -7199648 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7199652.000000 Penalty: 5411.696777
	Iteration 190Q: 3 clusters Score -7199652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7199656.000000 Penalty: 5411.696777
	Iteration 191Q: 3 clusters Score -7199656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7199660.500000 Penalty: 5411.696777
	Iteration 192Q: 3 clusters Score -7199660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7199664.500000 Penalty: 5411.696777
	Iteration 193Q: 3 clusters Score -7199664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7199659.000000 Penalty: 5411.696777
	Iteration 194Q: 3 clusters Score -7199659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7199661.000000 Penalty: 5411.696777
	Iteration 195Q: 3 clusters Score -7199661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7199667.500000 Penalty: 5411.696777
	Iteration 196Q: 3 clusters Score -7199668 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7199666 nChanged 0
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Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 198F: 3 clusters Score -7199666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -325418.156250 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -325418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -322370.781250 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -322370.8 nChanged 921
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -323007.6 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -323165.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -323238.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -323273.250000 Penalty: 3909.440918
	Iteration 4Q: 3 clusters Score -323273.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -323296.562500 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -323296.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -323318.812500 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -323318.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -323345.812500 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -323345.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -323372.000000 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -323372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -323386.125000 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -323386.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -323396.625000 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -323396.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -323405.781250 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -323405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -323412.187500 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -323412.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -323422.093750 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -323422.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -323433.687500 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -323433.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -323442.375000 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -323442.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -323449.562500 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -323449.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -323459.062500 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -323459.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -323467.500000 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -323467.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -323480.781250 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -323480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -323490.281250 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -323490.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -323498.718750 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -323498.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -323507.812500 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -323507.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -323520.750000 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -323520.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -323538.343750 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -323538.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -323553.781250 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -323553.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -323564.531250 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -323564.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -323570.812500 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -323570.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -323575.656250 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -323575.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -323582.593750 Penalty: 3909.440918
	Iteration 29Q: 3 clusters Score -323582.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -323596.437500 Penalty: 3909.440918
	Iteration 30Q: 3 clusters Score -323596.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -323617.062500 Penalty: 3909.440918
	Iteration 31Q: 3 clusters Score -323617.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -323633.437500 Penalty: 3909.440918
	Iteration 32Q: 3 clusters Score -323633.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -323652.656250 Penalty: 3909.440918
	Iteration 33Q: 3 clusters Score -323652.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -323671.187500 Penalty: 3909.440918
	Iteration 34Q: 3 clusters Score -323671.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -323697.531250 Penalty: 3909.440918
	Iteration 35Q: 3 clusters Score -323697.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -323737.687500 Penalty: 3909.440918
	Iteration 36Q: 3 clusters Score -323737.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -323778.156250 Penalty: 3909.440918
	Iteration 37Q: 3 clusters Score -323778.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -323813.968750 Penalty: 3909.440918
	Iteration 38Q: 3 clusters Score -323814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -323840.625000 Penalty: 3909.440918
	Iteration 39Q: 3 clusters Score -323840.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -323865.156250 Penalty: 3909.440918
	Iteration 40F: 3 clusters Score -323865.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -323903.093750 Penalty: 3909.440918
	Iteration 41Q: 3 clusters Score -323903.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -323943.125000 Penalty: 3909.440918
	Iteration 42Q: 3 clusters Score -323943.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -323968.500000 Penalty: 3909.440918
	Iteration 43Q: 3 clusters Score -323968.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -323998.187500 Penalty: 3909.440918
	Iteration 44Q: 3 clusters Score -323998.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -324017.093750 Penalty: 3909.440918
	Iteration 45Q: 3 clusters Score -324017.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -324024.093750 Penalty: 3909.440918
	Iteration 46Q: 3 clusters Score -324024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -324028.406250 Penalty: 3909.440918
	Iteration 47Q: 3 clusters Score -324028.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -324033.375000 Penalty: 3909.440918
	Iteration 48Q: 3 clusters Score -324033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -324033.281250 Penalty: 3909.440918
	Iteration 49Q: 3 clusters Score -324033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -324034.093750 Penalty: 3909.440918
	Iteration 50Q: 3 clusters Score -324034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -324034.593750 Penalty: 3909.440918
	Iteration 51Q: 3 clusters Score -324034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -324035.625000 Penalty: 3909.440918
	Iteration 52Q: 3 clusters Score -324035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -324036.031250 Penalty: 3909.440918
	Iteration 53Q: 3 clusters Score -324036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -324036.562500 Penalty: 3909.440918
	Iteration 54Q: 3 clusters Score -324036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -324036.812500 Penalty: 3909.440918
	Iteration 55Q: 3 clusters Score -324036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -324036.812500 Penalty: 3909.440918
	Iteration 56F: 3 clusters Score -324036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -62180.933594 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -62180.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60658.097656 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60658.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61074.746094 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -61074.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61335.449219 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -61335.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61524.519531 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -61524.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61673.234375 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -61673.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61804.667969 Penalty: 3162.856689
	Iteration 5Q: 3 clusters Score -61804.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61840.324219 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -61840.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61859.054688 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -61859.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61861.445312 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -61861.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61861.445312 Penalty: 3162.856689
	Iteration 9F: 3 clusters Score -61861.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Entering Unmasked Estep 
Score: -2319156.250000 Penalty: 2417.605957
	Iteration 0F: 2 clusters Score -2319156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2306985.500000 Penalty: 4835.211914
	Iteration 0F: 3 clusters Score -2306986 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2310838.000000 Penalty: 4835.211914
	Iteration 1F: 3 clusters Score -2310838 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2311194.000000 Penalty: 4835.211914
	Iteration 2F: 3 clusters Score -2311194 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2311523.250000 Penalty: 4835.211914
	Iteration 3Q: 3 clusters Score -2311523 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2311871.500000 Penalty: 4835.211914
	Iteration 4Q: 3 clusters Score -2311872 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2312213.000000 Penalty: 4835.211914
	Iteration 5Q: 3 clusters Score -2312213 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2312566.750000 Penalty: 4835.211914
	Iteration 6Q: 3 clusters Score -2312567 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2312984.750000 Penalty: 4835.211914
	Iteration 7Q: 3 clusters Score -2312985 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2313480.500000 Penalty: 4835.211914
	Iteration 8Q: 3 clusters Score -2313480 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2314081.250000 Penalty: 4835.211914
	Iteration 9F: 3 clusters Score -2314081 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2314798.250000 Penalty: 4835.211914
	Iteration 10F: 3 clusters Score -2314798 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2315526.750000 Penalty: 4835.211914
	Iteration 11Q: 3 clusters Score -2315527 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2315987.500000 Penalty: 4835.211914
	Iteration 12Q: 3 clusters Score -2315988 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2316213.000000 Penalty: 4835.211914
	Iteration 13Q: 3 clusters Score -2316213 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2316338.000000 Penalty: 4835.211914
	Iteration 14Q: 3 clusters Score -2316338 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2316413.750000 Penalty: 4835.211914
	Iteration 15Q: 3 clusters Score -2316414 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2316474.500000 Penalty: 4835.211914
	Iteration 16Q: 3 clusters Score -2316474 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2316509.750000 Penalty: 4835.211914
	Iteration 17Q: 3 clusters Score -2316510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2316542.750000 Penalty: 4835.211914
	Iteration 18Q: 3 clusters Score -2316543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2316584.500000 Penalty: 4835.211914
	Iteration 19Q: 3 clusters Score -2316584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2316616.750000 Penalty: 4835.211914
	Iteration 20F: 3 clusters Score -2316617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2316653.000000 Penalty: 4835.211914
	Iteration 21Q: 3 clusters Score -2316653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2316694.500000 Penalty: 4835.211914
	Iteration 22Q: 3 clusters Score -2316694 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2316722.750000 Penalty: 4835.211914
	Iteration 23Q: 3 clusters Score -2316723 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2316758.250000 Penalty: 4835.211914
	Iteration 24Q: 3 clusters Score -2316758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2316789.250000 Penalty: 4835.211914
	Iteration 25Q: 3 clusters Score -2316789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2316822.000000 Penalty: 4835.211914
	Iteration 26Q: 3 clusters Score -2316822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2316840.250000 Penalty: 4835.211914
	Iteration 27Q: 3 clusters Score -2316840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2316856.000000 Penalty: 4835.211914
	Iteration 28Q: 3 clusters Score -2316856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2316866.000000 Penalty: 4835.211914
	Iteration 29Q: 3 clusters Score -2316866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2316876.000000 Penalty: 4835.211914
	Iteration 30Q: 3 clusters Score -2316876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2316887.250000 Penalty: 4835.211914
	Iteration 31Q: 3 clusters Score -2316887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2316908.500000 Penalty: 4835.211914
	Iteration 32Q: 3 clusters Score -2316908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2316922.250000 Penalty: 4835.211914
	Iteration 33Q: 3 clusters Score -2316922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2316928.250000 Penalty: 4835.211914
	Iteration 34Q: 3 clusters Score -2316928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2316932.750000 Penalty: 4835.211914
	Iteration 35Q: 3 clusters Score -2316933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2316946.250000 Penalty: 4835.211914
	Iteration 36Q: 3 clusters Score -2316946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2316963.750000 Penalty: 4835.211914
	Iteration 37Q: 3 clusters Score -2316964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2316984.750000 Penalty: 4835.211914
	Iteration 38Q: 3 clusters Score -2316985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2317005.750000 Penalty: 4835.211914
	Iteration 39Q: 3 clusters Score -2317006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2317007.500000 Penalty: 4835.211914
	Iteration 40F: 3 clusters Score -2317008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2317013.000000 Penalty: 4835.211914
	Iteration 41Q: 3 clusters Score -2317013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2317021.750000 Penalty: 4835.211914
	Iteration 42Q: 3 clusters Score -2317022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2317030.750000 Penalty: 4835.211914
	Iteration 43Q: 3 clusters Score -2317031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2317039.500000 Penalty: 4835.211914
	Iteration 44Q: 3 clusters Score -2317040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2317046.500000 Penalty: 4835.211914
	Iteration 45Q: 3 clusters Score -2317046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2317056.500000 Penalty: 4835.211914
	Iteration 46Q: 3 clusters Score -2317056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2317053.250000 Penalty: 4835.211914
	Iteration 47Q: 3 clusters Score -2317053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2317062.250000 Penalty: 4835.211914
	Iteration 48Q: 3 clusters Score -2317062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2317064.750000 Penalty: 4835.211914
	Iteration 49Q: 3 clusters Score -2317065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2317068.500000 Penalty: 4835.211914
	Iteration 50Q: 3 clusters Score -2317068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2317067.750000 Penalty: 4835.211914
	Iteration 51Q: 3 clusters Score -2317068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2317069.750000 Penalty: 4835.211914
	Iteration 52Q: 3 clusters Score -2317070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2317073.750000 Penalty: 4835.211914
	Iteration 53Q: 3 clusters Score -2317074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2317071.250000 Penalty: 4835.211914
	Iteration 54Q: 3 clusters Score -2317071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2317071.750000 Penalty: 4835.211914
	Iteration 55Q: 3 clusters Score -2317072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2317073.250000 Penalty: 4835.211914
	Iteration 56Q: 3 clusters Score -2317073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2317076.250000 Penalty: 4835.211914
	Iteration 57Q: 3 clusters Score -2317076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2317074.500000 Penalty: 4835.211914
	Iteration 58Q: 3 clusters Score -2317074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2317078.000000 Penalty: 4835.211914
	Iteration 59Q: 3 clusters Score -2317078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2317083.250000 Penalty: 4835.211914
	Iteration 60F: 3 clusters Score -2317083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2317093.250000 Penalty: 4835.211914
	Iteration 61Q: 3 clusters Score -2317093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2317094.500000 Penalty: 4835.211914
	Iteration 62Q: 3 clusters Score -2317094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2317095.750000 Penalty: 4835.211914
	Iteration 63Q: 3 clusters Score -2317096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2317094.750000 Penalty: 4835.211914
	Iteration 64Q: 3 clusters Score -2317095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2317094.750000 Penalty: 4835.211914
	Iteration 65Q: 3 clusters Score -2317095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2317098.000000 Penalty: 4835.211914
	Iteration 66Q: 3 clusters Score -2317098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2317100.000000 Penalty: 4835.211914
	Iteration 67Q: 3 clusters Score -2317100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2317101.250000 Penalty: 4835.211914
	Iteration 68Q: 3 clusters Score -2317101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2317098.750000 Penalty: 4835.211914
	Iteration 69Q: 3 clusters Score -2317099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2317101.500000 Penalty: 4835.211914
	Iteration 70Q: 3 clusters Score -2317102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2317102.750000 Penalty: 4835.211914
	Iteration 71Q: 3 clusters Score -2317103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2317101.000000 Penalty: 4835.211914
	Iteration 72Q: 3 clusters Score -2317101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2317102.250000 Penalty: 4835.211914
	Iteration 73Q: 3 clusters Score -2317102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2317100.500000 Penalty: 4835.211914
	Iteration 74Q: 3 clusters Score -2317100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2317100.500000 Penalty: 4835.211914
	Iteration 75F: 3 clusters Score -2317100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Entering Unmasked Estep 
Score: -1503950.625000 Penalty: 2314.715820
	Iteration 0F: 2 clusters Score -1503951 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 5650 members 
Entering Unmasked Estep 
Score: -1495456.250000 Penalty: 4629.431641
	Iteration 0F: 3 clusters Score -1495456 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1498024.125000 Penalty: 4629.431641
	Iteration 1F: 3 clusters Score -1498024 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1498287.000000 Penalty: 4629.431641
	Iteration 2F: 3 clusters Score -1498287 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1498475.875000 Penalty: 4629.431641
	Iteration 3Q: 3 clusters Score -1498476 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1498608.375000 Penalty: 4629.431641
	Iteration 4Q: 3 clusters Score -1498608 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1498704.625000 Penalty: 4629.431641
	Iteration 5Q: 3 clusters Score -1498705 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1498774.500000 Penalty: 4629.431641
	Iteration 6Q: 3 clusters Score -1498774 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1498830.625000 Penalty: 4629.431641
	Iteration 7Q: 3 clusters Score -1498831 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1498888.375000 Penalty: 4629.431641
	Iteration 8Q: 3 clusters Score -1498888 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1498929.125000 Penalty: 4629.431641
	Iteration 9Q: 3 clusters Score -1498929 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1498961.125000 Penalty: 4629.431641
	Iteration 10Q: 3 clusters Score -1498961 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1498993.875000 Penalty: 4629.431641
	Iteration 11Q: 3 clusters Score -1498994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1499028.375000 Penalty: 4629.431641
	Iteration 12Q: 3 clusters Score -1499028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1499057.625000 Penalty: 4629.431641
	Iteration 13Q: 3 clusters Score -1499058 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1499094.000000 Penalty: 4629.431641
	Iteration 14Q: 3 clusters Score -1499094 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1499124.125000 Penalty: 4629.431641
	Iteration 15Q: 3 clusters Score -1499124 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1499171.875000 Penalty: 4629.431641
	Iteration 16Q: 3 clusters Score -1499172 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1499229.625000 Penalty: 4629.431641
	Iteration 17Q: 3 clusters Score -1499230 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1499290.875000 Penalty: 4629.431641
	Iteration 18Q: 3 clusters Score -1499291 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1499368.875000 Penalty: 4629.431641
	Iteration 19Q: 3 clusters Score -1499369 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1499486.000000 Penalty: 4629.431641
	Iteration 20F: 3 clusters Score -1499486 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1499638.000000 Penalty: 4629.431641
	Iteration 21Q: 3 clusters Score -1499638 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1499793.875000 Penalty: 4629.431641
	Iteration 22Q: 3 clusters Score -1499794 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1499966.000000 Penalty: 4629.431641
	Iteration 23Q: 3 clusters Score -1499966 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1500198.500000 Penalty: 4629.431641
	Iteration 24Q: 3 clusters Score -1500198 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1500436.000000 Penalty: 4629.431641
	Iteration 25Q: 3 clusters Score -1500436 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1500664.375000 Penalty: 4629.431641
	Iteration 26Q: 3 clusters Score -1500664 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1500894.625000 Penalty: 4629.431641
	Iteration 27Q: 3 clusters Score -1500895 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1501049.625000 Penalty: 4629.431641
	Iteration 28Q: 3 clusters Score -1501050 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1501183.500000 Penalty: 4629.431641
	Iteration 29Q: 3 clusters Score -1501184 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1501266.625000 Penalty: 4629.431641
	Iteration 30Q: 3 clusters Score -1501267 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1501347.750000 Penalty: 4629.431641
	Iteration 31Q: 3 clusters Score -1501348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1501428.250000 Penalty: 4629.431641
	Iteration 32Q: 3 clusters Score -1501428 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1501484.750000 Penalty: 4629.431641
	Iteration 33Q: 3 clusters Score -1501485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1501546.500000 Penalty: 4629.431641
	Iteration 34Q: 3 clusters Score -1501546 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1501611.000000 Penalty: 4629.431641
	Iteration 35Q: 3 clusters Score -1501611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1501658.375000 Penalty: 4629.431641
	Iteration 36Q: 3 clusters Score -1501658 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1501697.000000 Penalty: 4629.431641
	Iteration 37Q: 3 clusters Score -1501697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1501724.250000 Penalty: 4629.431641
	Iteration 38Q: 3 clusters Score -1501724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1501751.375000 Penalty: 4629.431641
	Iteration 39Q: 3 clusters Score -1501751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1501769.750000 Penalty: 4629.431641
	Iteration 40F: 3 clusters Score -1501770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1501788.125000 Penalty: 4629.431641
	Iteration 41Q: 3 clusters Score -1501788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1501809.750000 Penalty: 4629.431641
	Iteration 42Q: 3 clusters Score -1501810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1501827.875000 Penalty: 4629.431641
	Iteration 43Q: 3 clusters Score -1501828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1501833.750000 Penalty: 4629.431641
	Iteration 44Q: 3 clusters Score -1501834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1501843.375000 Penalty: 4629.431641
	Iteration 45Q: 3 clusters Score -1501843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1501849.125000 Penalty: 4629.431641
	Iteration 46Q: 3 clusters Score -1501849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1501861.875000 Penalty: 4629.431641
	Iteration 47Q: 3 clusters Score -1501862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1501867.000000 Penalty: 4629.431641
	Iteration 48Q: 3 clusters Score -1501867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1501870.875000 Penalty: 4629.431641
	Iteration 49Q: 3 clusters Score -1501871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1501873.000000 Penalty: 4629.431641
	Iteration 50Q: 3 clusters Score -1501873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1501876.625000 Penalty: 4629.431641
	Iteration 51Q: 3 clusters Score -1501877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1501877.250000 Penalty: 4629.431641
	Iteration 52Q: 3 clusters Score -1501877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1501877.250000 Penalty: 4629.431641
	Iteration 53F: 3 clusters Score -1501877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Entering Unmasked Estep 
Score: -1487954.750000 Penalty: 2319.148682
	Iteration 0F: 2 clusters Score -1487955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1479284.000000 Penalty: 4638.297363
	Iteration 0F: 3 clusters Score -1479284 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1481790.250000 Penalty: 4638.297363
	Iteration 1F: 3 clusters Score -1481790 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1482097.125000 Penalty: 4638.297363
	Iteration 2F: 3 clusters Score -1482097 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1482331.875000 Penalty: 4638.297363
	Iteration 3Q: 3 clusters Score -1482332 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1482537.750000 Penalty: 4638.297363
	Iteration 4Q: 3 clusters Score -1482538 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1482734.000000 Penalty: 4638.297363
	Iteration 5Q: 3 clusters Score -1482734 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1482899.000000 Penalty: 4638.297363
	Iteration 6Q: 3 clusters Score -1482899 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1483078.875000 Penalty: 4638.297363
	Iteration 7Q: 3 clusters Score -1483079 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1483272.500000 Penalty: 4638.297363
	Iteration 8Q: 3 clusters Score -1483272 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1483489.250000 Penalty: 4638.297363
	Iteration 9Q: 3 clusters Score -1483489 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1483745.875000 Penalty: 4638.297363
	Iteration 10Q: 3 clusters Score -1483746 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1484079.250000 Penalty: 4638.297363
	Iteration 11Q: 3 clusters Score -1484079 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1484423.125000 Penalty: 4638.297363
	Iteration 12Q: 3 clusters Score -1484423 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1484764.125000 Penalty: 4638.297363
	Iteration 13Q: 3 clusters Score -1484764 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1485068.000000 Penalty: 4638.297363
	Iteration 14Q: 3 clusters Score -1485068 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1485286.750000 Penalty: 4638.297363
	Iteration 15Q: 3 clusters Score -1485287 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1485442.625000 Penalty: 4638.297363
	Iteration 16Q: 3 clusters Score -1485443 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1485529.000000 Penalty: 4638.297363
	Iteration 17Q: 3 clusters Score -1485529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1485578.250000 Penalty: 4638.297363
	Iteration 18Q: 3 clusters Score -1485578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1485620.000000 Penalty: 4638.297363
	Iteration 19Q: 3 clusters Score -1485620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1485658.000000 Penalty: 4638.297363
	Iteration 20F: 3 clusters Score -1485658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1485696.125000 Penalty: 4638.297363
	Iteration 21Q: 3 clusters Score -1485696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1485726.125000 Penalty: 4638.297363
	Iteration 22Q: 3 clusters Score -1485726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1485743.125000 Penalty: 4638.297363
	Iteration 23Q: 3 clusters Score -1485743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1485762.875000 Penalty: 4638.297363
	Iteration 24Q: 3 clusters Score -1485763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1485774.125000 Penalty: 4638.297363
	Iteration 25Q: 3 clusters Score -1485774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1485788.000000 Penalty: 4638.297363
	Iteration 26Q: 3 clusters Score -1485788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1485802.875000 Penalty: 4638.297363
	Iteration 27Q: 3 clusters Score -1485803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1485816.375000 Penalty: 4638.297363
	Iteration 28Q: 3 clusters Score -1485816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1485824.125000 Penalty: 4638.297363
	Iteration 29Q: 3 clusters Score -1485824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1485840.375000 Penalty: 4638.297363
	Iteration 30Q: 3 clusters Score -1485840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1485852.500000 Penalty: 4638.297363
	Iteration 31Q: 3 clusters Score -1485852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1485872.750000 Penalty: 4638.297363
	Iteration 32Q: 3 clusters Score -1485873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1485882.000000 Penalty: 4638.297363
	Iteration 33Q: 3 clusters Score -1485882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1485891.250000 Penalty: 4638.297363
	Iteration 34Q: 3 clusters Score -1485891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1485898.625000 Penalty: 4638.297363
	Iteration 35Q: 3 clusters Score -1485899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1485901.750000 Penalty: 4638.297363
	Iteration 36Q: 3 clusters Score -1485902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1485907.500000 Penalty: 4638.297363
	Iteration 37Q: 3 clusters Score -1485908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1485906.625000 Penalty: 4638.297363
	Iteration 38Q: 3 clusters Score -1485907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1485906.250000 Penalty: 4638.297363
	Iteration 39Q: 3 clusters Score -1485906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1485909.125000 Penalty: 4638.297363
	Iteration 40F: 3 clusters Score -1485909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1485910.875000 Penalty: 4638.297363
	Iteration 41Q: 3 clusters Score -1485911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1485911.000000 Penalty: 4638.297363
	Iteration 42Q: 3 clusters Score -1485911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1485912.875000 Penalty: 4638.297363
	Iteration 43Q: 3 clusters Score -1485913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1485915.750000 Penalty: 4638.297363
	Iteration 44Q: 3 clusters Score -1485916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1485915.000000 Penalty: 4638.297363
	Iteration 45Q: 3 clusters Score -1485915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1485915.125000 Penalty: 4638.297363
	Iteration 46Q: 3 clusters Score -1485915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1485917.875000 Penalty: 4638.297363
	Iteration 47Q: 3 clusters Score -1485918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1485918.375000 Penalty: 4638.297363
	Iteration 48Q: 3 clusters Score -1485918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1485918.500000 Penalty: 4638.297363
	Iteration 49Q: 3 clusters Score -1485918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1485918.500000 Penalty: 4638.297363
	Iteration 50Q: 3 clusters Score -1485918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1485922.125000 Penalty: 4638.297363
	Iteration 51Q: 3 clusters Score -1485922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1485922.000000 Penalty: 4638.297363
	Iteration 52Q: 3 clusters Score -1485922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1485925.750000 Penalty: 4638.297363
	Iteration 53Q: 3 clusters Score -1485926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1485924.500000 Penalty: 4638.297363
	Iteration 54Q: 3 clusters Score -1485924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1485924.500000 Penalty: 4638.297363
	Iteration 55F: 3 clusters Score -1485924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Entering Unmasked Estep 
Score: -6079995.000000 Penalty: 2659.053223
	Iteration 0F: 2 clusters Score -6079995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -6049263.000000 Penalty: 5318.106445
	Iteration 0F: 3 clusters Score -6049263 nChanged 20916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -6060876.500000 Penalty: 5318.106445
	Iteration 1F: 3 clusters Score -6060876 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -6061262.500000 Penalty: 5318.106445
	Iteration 2Q: 3 clusters Score -6061262 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -6061615.000000 Penalty: 5318.106445
	Iteration 3Q: 3 clusters Score -6061615 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -6061944.000000 Penalty: 5318.106445
	Iteration 4Q: 3 clusters Score -6061944 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -6062349.500000 Penalty: 5318.106445
	Iteration 5Q: 3 clusters Score -6062350 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6062801.500000 Penalty: 5318.106445
	Iteration 6Q: 3 clusters Score -6062802 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -6063420.000000 Penalty: 5318.106445
	Iteration 7Q: 3 clusters Score -6063420 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -6064418.500000 Penalty: 5318.106445
	Iteration 8Q: 3 clusters Score -6064418 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -6065806.000000 Penalty: 5318.106445
	Iteration 9F: 3 clusters Score -6065806 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -6067755.500000 Penalty: 5318.106445
	Iteration 10F: 3 clusters Score -6067756 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -6070296.500000 Penalty: 5318.106445
	Iteration 11F: 3 clusters Score -6070296 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -6072949.000000 Penalty: 5318.106445
	Iteration 12F: 3 clusters Score -6072949 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -6075175.000000 Penalty: 5318.106445
	Iteration 13F: 3 clusters Score -6075175 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -6076512.000000 Penalty: 5318.106445
	Iteration 14Q: 3 clusters Score -6076512 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -6077076.000000 Penalty: 5318.106445
	Iteration 15Q: 3 clusters Score -6077076 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -6077352.500000 Penalty: 5318.106445
	Iteration 16Q: 3 clusters Score -6077352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -6077485.000000 Penalty: 5318.106445
	Iteration 17Q: 3 clusters Score -6077485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -6077552.000000 Penalty: 5318.106445
	Iteration 18Q: 3 clusters Score -6077552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -6077589.000000 Penalty: 5318.106445
	Iteration 19Q: 3 clusters Score -6077589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6077621.500000 Penalty: 5318.106445
	Iteration 20F: 3 clusters Score -6077622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -6077647.000000 Penalty: 5318.106445
	Iteration 21Q: 3 clusters Score -6077647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -6077669.500000 Penalty: 5318.106445
	Iteration 22Q: 3 clusters Score -6077670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -6077675.500000 Penalty: 5318.106445
	Iteration 23Q: 3 clusters Score -6077676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -6077674.500000 Penalty: 5318.106445
	Iteration 24Q: 3 clusters Score -6077674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -6077672.000000 Penalty: 5318.106445
	Iteration 25Q: 3 clusters Score -6077672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -6077672.000000 Penalty: 5318.106445
	Iteration 26F: 3 clusters Score -6077672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Entering Unmasked Estep 
Score: -4586306.000000 Penalty: 2608.040283
	Iteration 0F: 2 clusters Score -4586306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4561229.500000 Penalty: 5216.080566
	Iteration 0F: 3 clusters Score -4561230 nChanged 16769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4570527.500000 Penalty: 5216.080566
	Iteration 1F: 3 clusters Score -4570528 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4571040.000000 Penalty: 5216.080566
	Iteration 2Q: 3 clusters Score -4571040 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4571520.500000 Penalty: 5216.080566
	Iteration 3Q: 3 clusters Score -4571520 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4571958.000000 Penalty: 5216.080566
	Iteration 4Q: 3 clusters Score -4571958 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -4572433.000000 Penalty: 5216.080566
	Iteration 5Q: 3 clusters Score -4572433 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4573022.500000 Penalty: 5216.080566
	Iteration 6Q: 3 clusters Score -4573022 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4573668.500000 Penalty: 5216.080566
	Iteration 7Q: 3 clusters Score -4573668 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4574490.000000 Penalty: 5216.080566
	Iteration 8Q: 3 clusters Score -4574490 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -4575429.500000 Penalty: 5216.080566
	Iteration 9Q: 3 clusters Score -4575430 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4576583.500000 Penalty: 5216.080566
	Iteration 10Q: 3 clusters Score -4576584 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4577975.500000 Penalty: 5216.080566
	Iteration 11F: 3 clusters Score -4577976 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4579133.000000 Penalty: 5216.080566
	Iteration 12Q: 3 clusters Score -4579133 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4579904.500000 Penalty: 5216.080566
	Iteration 13Q: 3 clusters Score -4579904 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4580302.000000 Penalty: 5216.080566
	Iteration 14Q: 3 clusters Score -4580302 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4580557.500000 Penalty: 5216.080566
	Iteration 15Q: 3 clusters Score -4580558 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -4580721.500000 Penalty: 5216.080566
	Iteration 16Q: 3 clusters Score -4580722 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -4580840.000000 Penalty: 5216.080566
	Iteration 17Q: 3 clusters Score -4580840 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -4580943.500000 Penalty: 5216.080566
	Iteration 18Q: 3 clusters Score -4580944 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -4581004.000000 Penalty: 5216.080566
	Iteration 19Q: 3 clusters Score -4581004 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4581105.500000 Penalty: 5216.080566
	Iteration 20F: 3 clusters Score -4581106 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -4581156.000000 Penalty: 5216.080566
	Iteration 21Q: 3 clusters Score -4581156 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -4581234.500000 Penalty: 5216.080566
	Iteration 22Q: 3 clusters Score -4581234 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -4581264.000000 Penalty: 5216.080566
	Iteration 23Q: 3 clusters Score -4581264 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -4581288.000000 Penalty: 5216.080566
	Iteration 24Q: 3 clusters Score -4581288 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -4581316.500000 Penalty: 5216.080566
	Iteration 25Q: 3 clusters Score -4581316 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4581381.000000 Penalty: 5216.080566
	Iteration 26Q: 3 clusters Score -4581381 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4581396.500000 Penalty: 5216.080566
	Iteration 27Q: 3 clusters Score -4581396 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4581422.500000 Penalty: 5216.080566
	Iteration 28Q: 3 clusters Score -4581422 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -4581450.500000 Penalty: 5216.080566
	Iteration 29Q: 3 clusters Score -4581450 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -4581480.000000 Penalty: 5216.080566
	Iteration 30Q: 3 clusters Score -4581480 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -4581513.000000 Penalty: 5216.080566
	Iteration 31Q: 3 clusters Score -4581513 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4581550.000000 Penalty: 5216.080566
	Iteration 32Q: 3 clusters Score -4581550 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4581604.000000 Penalty: 5216.080566
	Iteration 33Q: 3 clusters Score -4581604 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -4581652.000000 Penalty: 5216.080566
	Iteration 34Q: 3 clusters Score -4581652 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -4581688.500000 Penalty: 5216.080566
	Iteration 35Q: 3 clusters Score -4581688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4581729.000000 Penalty: 5216.080566
	Iteration 36Q: 3 clusters Score -4581729 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4581749.500000 Penalty: 5216.080566
	Iteration 37Q: 3 clusters Score -4581750 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -4581792.000000 Penalty: 5216.080566
	Iteration 38Q: 3 clusters Score -4581792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -4581849.000000 Penalty: 5216.080566
	Iteration 39Q: 3 clusters Score -4581849 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4581894.000000 Penalty: 5216.080566
	Iteration 40F: 3 clusters Score -4581894 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -4581940.000000 Penalty: 5216.080566
	Iteration 41Q: 3 clusters Score -4581940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4581967.000000 Penalty: 5216.080566
	Iteration 42Q: 3 clusters Score -4581967 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -4582030.500000 Penalty: 5216.080566
	Iteration 43Q: 3 clusters Score -4582030 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4582111.500000 Penalty: 5216.080566
	Iteration 44Q: 3 clusters Score -4582112 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4582185.000000 Penalty: 5216.080566
	Iteration 45Q: 3 clusters Score -4582185 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -4582283.500000 Penalty: 5216.080566
	Iteration 46Q: 3 clusters Score -4582284 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4582363.500000 Penalty: 5216.080566
	Iteration 47Q: 3 clusters Score -4582364 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4582451.500000 Penalty: 5216.080566
	Iteration 48Q: 3 clusters Score -4582452 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -4582517.000000 Penalty: 5216.080566
	Iteration 49Q: 3 clusters Score -4582517 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4582600.000000 Penalty: 5216.080566
	Iteration 50Q: 3 clusters Score -4582600 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4582679.000000 Penalty: 5216.080566
	Iteration 51Q: 3 clusters Score -4582679 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4582767.500000 Penalty: 5216.080566
	Iteration 52Q: 3 clusters Score -4582768 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4582863.000000 Penalty: 5216.080566
	Iteration 53Q: 3 clusters Score -4582863 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4582950.500000 Penalty: 5216.080566
	Iteration 54Q: 3 clusters Score -4582950 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4583041.000000 Penalty: 5216.080566
	Iteration 55Q: 3 clusters Score -4583041 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4583146.000000 Penalty: 5216.080566
	Iteration 56Q: 3 clusters Score -4583146 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4583212.000000 Penalty: 5216.080566
	Iteration 57Q: 3 clusters Score -4583212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4583314.000000 Penalty: 5216.080566
	Iteration 58Q: 3 clusters Score -4583314 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4583380.000000 Penalty: 5216.080566
	Iteration 59Q: 3 clusters Score -4583380 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4583451.000000 Penalty: 5216.080566
	Iteration 60F: 3 clusters Score -4583451 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -4583552.500000 Penalty: 5216.080566
	Iteration 61Q: 3 clusters Score -4583552 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4583633.500000 Penalty: 5216.080566
	Iteration 62Q: 3 clusters Score -4583634 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4583733.000000 Penalty: 5216.080566
	Iteration 63Q: 3 clusters Score -4583733 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4583797.500000 Penalty: 5216.080566
	Iteration 64Q: 3 clusters Score -4583798 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4583857.000000 Penalty: 5216.080566
	Iteration 65Q: 3 clusters Score -4583857 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4583891.000000 Penalty: 5216.080566
	Iteration 66Q: 3 clusters Score -4583891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -4583916.000000 Penalty: 5216.080566
	Iteration 67Q: 3 clusters Score -4583916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4583949.000000 Penalty: 5216.080566
	Iteration 68Q: 3 clusters Score -4583949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4583973.500000 Penalty: 5216.080566
	Iteration 69Q: 3 clusters Score -4583974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4584003.000000 Penalty: 5216.080566
	Iteration 70Q: 3 clusters Score -4584003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4584016.000000 Penalty: 5216.080566
	Iteration 71Q: 3 clusters Score -4584016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4584037.000000 Penalty: 5216.080566
	Iteration 72Q: 3 clusters Score -4584037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4584053.500000 Penalty: 5216.080566
	Iteration 73Q: 3 clusters Score -4584054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4584061.000000 Penalty: 5216.080566
	Iteration 74Q: 3 clusters Score -4584061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4584073.000000 Penalty: 5216.080566
	Iteration 75Q: 3 clusters Score -4584073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -4584083.000000 Penalty: 5216.080566
	Iteration 76Q: 3 clusters Score -4584083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4584085.500000 Penalty: 5216.080566
	Iteration 77Q: 3 clusters Score -4584086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4584091.000000 Penalty: 5216.080566
	Iteration 78Q: 3 clusters Score -4584091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4584090.500000 Penalty: 5216.080566
	Iteration 79Q: 3 clusters Score -4584090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4584102.500000 Penalty: 5216.080566
	Iteration 80F: 3 clusters Score -4584102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4584105.000000 Penalty: 5216.080566
	Iteration 81Q: 3 clusters Score -4584105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4584109.000000 Penalty: 5216.080566
	Iteration 82Q: 3 clusters Score -4584109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4584110.000000 Penalty: 5216.080566
	Iteration 83Q: 3 clusters Score -4584110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4584113.500000 Penalty: 5216.080566
	Iteration 84Q: 3 clusters Score -4584114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -4584107.500000 Penalty: 5216.080566
	Iteration 85Q: 3 clusters Score -4584108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4584108.000000 Penalty: 5216.080566
	Iteration 86Q: 3 clusters Score -4584108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4584115.500000 Penalty: 5216.080566
	Iteration 87Q: 3 clusters Score -4584116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4584118.500000 Penalty: 5216.080566
	Iteration 88Q: 3 clusters Score -4584118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4584123.000000 Penalty: 5216.080566
	Iteration 89Q: 3 clusters Score -4584123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4584131.000000 Penalty: 5216.080566
	Iteration 90Q: 3 clusters Score -4584131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4584132.500000 Penalty: 5216.080566
	Iteration 91Q: 3 clusters Score -4584132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4584141.000000 Penalty: 5216.080566
	Iteration 92Q: 3 clusters Score -4584141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4584140.500000 Penalty: 5216.080566
	Iteration 93Q: 3 clusters Score -4584140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4584141.000000 Penalty: 5216.080566
	Iteration 94Q: 3 clusters Score -4584141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4584140.000000 Penalty: 5216.080566
	Iteration 95Q: 3 clusters Score -4584140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -4584139.500000 Penalty: 5216.080566
	Iteration 96Q: 3 clusters Score -4584140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -4584157.000000 Penalty: 5216.080566
	Iteration 97Q: 3 clusters Score -4584157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -4584158.000000 Penalty: 5216.080566
	Iteration 98Q: 3 clusters Score -4584158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4584167.000000 Penalty: 5216.080566
	Iteration 99Q: 3 clusters Score -4584167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4584171.000000 Penalty: 5216.080566
	Iteration 100F: 3 clusters Score -4584171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4584180.500000 Penalty: 5216.080566
	Iteration 101Q: 3 clusters Score -4584180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4584179.500000 Penalty: 5216.080566
	Iteration 102Q: 3 clusters Score -4584180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4584184.500000 Penalty: 5216.080566
	Iteration 103Q: 3 clusters Score -4584184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4584179.500000 Penalty: 5216.080566
	Iteration 104Q: 3 clusters Score -4584180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4584180.000000 Penalty: 5216.080566
	Iteration 105Q: 3 clusters Score -4584180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -4584180.000000 Penalty: 5216.080566
	Iteration 106Q: 3 clusters Score -4584180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4584182.000000 Penalty: 5216.080566
	Iteration 107Q: 3 clusters Score -4584182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4584180.500000 Penalty: 5216.080566
	Iteration 108Q: 3 clusters Score -4584180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4584180.500000 Penalty: 5216.080566
	Iteration 109F: 3 clusters Score -4584180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -3082681.750000 Penalty: 2488.603271
	Iteration 0F: 2 clusters Score -3082682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3066780.500000 Penalty: 4977.206543
	Iteration 0F: 3 clusters Score -3066780 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3072199.250000 Penalty: 4977.206543
	Iteration 1F: 3 clusters Score -3072199 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3072657.250000 Penalty: 4977.206543
	Iteration 2F: 3 clusters Score -3072657 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3073056.750000 Penalty: 4977.206543
	Iteration 3Q: 3 clusters Score -3073057 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3073397.250000 Penalty: 4977.206543
	Iteration 4Q: 3 clusters Score -3073397 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3073768.000000 Penalty: 4977.206543
	Iteration 5Q: 3 clusters Score -3073768 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3074241.000000 Penalty: 4977.206543
	Iteration 6Q: 3 clusters Score -3074241 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3074866.000000 Penalty: 4977.206543
	Iteration 7Q: 3 clusters Score -3074866 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3075684.750000 Penalty: 4977.206543
	Iteration 8F: 3 clusters Score -3075685 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3076706.250000 Penalty: 4977.206543
	Iteration 9F: 3 clusters Score -3076706 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3077756.250000 Penalty: 4977.206543
	Iteration 10F: 3 clusters Score -3077756 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3078633.750000 Penalty: 4977.206543
	Iteration 11Q: 3 clusters Score -3078634 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3079289.000000 Penalty: 4977.206543
	Iteration 12Q: 3 clusters Score -3079289 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3079740.500000 Penalty: 4977.206543
	Iteration 13Q: 3 clusters Score -3079740 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3080061.500000 Penalty: 4977.206543
	Iteration 14Q: 3 clusters Score -3080062 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3080227.750000 Penalty: 4977.206543
	Iteration 15Q: 3 clusters Score -3080228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3080332.000000 Penalty: 4977.206543
	Iteration 16Q: 3 clusters Score -3080332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3080387.000000 Penalty: 4977.206543
	Iteration 17Q: 3 clusters Score -3080387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3080408.750000 Penalty: 4977.206543
	Iteration 18Q: 3 clusters Score -3080409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3080439.500000 Penalty: 4977.206543
	Iteration 19Q: 3 clusters Score -3080440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3080454.250000 Penalty: 4977.206543
	Iteration 20F: 3 clusters Score -3080454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3080471.750000 Penalty: 4977.206543
	Iteration 21Q: 3 clusters Score -3080472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3080486.500000 Penalty: 4977.206543
	Iteration 22Q: 3 clusters Score -3080486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3080491.250000 Penalty: 4977.206543
	Iteration 23Q: 3 clusters Score -3080491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3080502.250000 Penalty: 4977.206543
	Iteration 24Q: 3 clusters Score -3080502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3080508.250000 Penalty: 4977.206543
	Iteration 25Q: 3 clusters Score -3080508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3080512.500000 Penalty: 4977.206543
	Iteration 26Q: 3 clusters Score -3080512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3080515.250000 Penalty: 4977.206543
	Iteration 27Q: 3 clusters Score -3080515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3080515.250000 Penalty: 4977.206543
	Iteration 28F: 3 clusters Score -3080515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Entering Unmasked Estep 
Score: -2639783.250000 Penalty: 2450.674805
	Iteration 0F: 2 clusters Score -2639783 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 9734 members 
Entering Unmasked Estep 
Score: -2625922.250000 Penalty: 4901.349609
	Iteration 0F: 3 clusters Score -2625922 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2630418.000000 Penalty: 4901.349609
	Iteration 1F: 3 clusters Score -2630418 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2630765.500000 Penalty: 4901.349609
	Iteration 2Q: 3 clusters Score -2630766 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2631080.500000 Penalty: 4901.349609
	Iteration 3Q: 3 clusters Score -2631080 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2631401.250000 Penalty: 4901.349609
	Iteration 4Q: 3 clusters Score -2631401 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2631694.000000 Penalty: 4901.349609
	Iteration 5Q: 3 clusters Score -2631694 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2631990.250000 Penalty: 4901.349609
	Iteration 6Q: 3 clusters Score -2631990 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2632309.750000 Penalty: 4901.349609
	Iteration 7Q: 3 clusters Score -2632310 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2632617.750000 Penalty: 4901.349609
	Iteration 8Q: 3 clusters Score -2632618 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2632973.750000 Penalty: 4901.349609
	Iteration 9Q: 3 clusters Score -2632974 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2633308.000000 Penalty: 4901.349609
	Iteration 10Q: 3 clusters Score -2633308 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2633696.250000 Penalty: 4901.349609
	Iteration 11Q: 3 clusters Score -2633696 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2634127.250000 Penalty: 4901.349609
	Iteration 12Q: 3 clusters Score -2634127 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2634560.250000 Penalty: 4901.349609
	Iteration 13Q: 3 clusters Score -2634560 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2634979.000000 Penalty: 4901.349609
	Iteration 14Q: 3 clusters Score -2634979 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2635469.500000 Penalty: 4901.349609
	Iteration 15Q: 3 clusters Score -2635470 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2635974.250000 Penalty: 4901.349609
	Iteration 16Q: 3 clusters Score -2635974 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2636442.750000 Penalty: 4901.349609
	Iteration 17Q: 3 clusters Score -2636443 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2636794.000000 Penalty: 4901.349609
	Iteration 18Q: 3 clusters Score -2636794 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2637090.250000 Penalty: 4901.349609
	Iteration 19Q: 3 clusters Score -2637090 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2637258.500000 Penalty: 4901.349609
	Iteration 20F: 3 clusters Score -2637258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2637376.750000 Penalty: 4901.349609
	Iteration 21Q: 3 clusters Score -2637377 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2637464.250000 Penalty: 4901.349609
	Iteration 22Q: 3 clusters Score -2637464 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2637517.000000 Penalty: 4901.349609
	Iteration 23Q: 3 clusters Score -2637517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2637558.750000 Penalty: 4901.349609
	Iteration 24Q: 3 clusters Score -2637559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2637594.750000 Penalty: 4901.349609
	Iteration 25Q: 3 clusters Score -2637595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2637622.000000 Penalty: 4901.349609
	Iteration 26Q: 3 clusters Score -2637622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2637635.250000 Penalty: 4901.349609
	Iteration 27Q: 3 clusters Score -2637635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2637651.500000 Penalty: 4901.349609
	Iteration 28Q: 3 clusters Score -2637652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2637660.250000 Penalty: 4901.349609
	Iteration 29Q: 3 clusters Score -2637660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2637669.250000 Penalty: 4901.349609
	Iteration 30Q: 3 clusters Score -2637669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2637675.500000 Penalty: 4901.349609
	Iteration 31Q: 3 clusters Score -2637676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2637680.250000 Penalty: 4901.349609
	Iteration 32Q: 3 clusters Score -2637680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2637681.750000 Penalty: 4901.349609
	Iteration 33Q: 3 clusters Score -2637682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2637687.250000 Penalty: 4901.349609
	Iteration 34Q: 3 clusters Score -2637687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2637684.750000 Penalty: 4901.349609
	Iteration 35Q: 3 clusters Score -2637685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2637690.250000 Penalty: 4901.349609
	Iteration 36Q: 3 clusters Score -2637690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2637693.000000 Penalty: 4901.349609
	Iteration 37Q: 3 clusters Score -2637693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2637697.500000 Penalty: 4901.349609
	Iteration 38Q: 3 clusters Score -2637698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2637699.250000 Penalty: 4901.349609
	Iteration 39Q: 3 clusters Score -2637699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2637701.000000 Penalty: 4901.349609
	Iteration 40F: 3 clusters Score -2637701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2637704.000000 Penalty: 4901.349609
	Iteration 41Q: 3 clusters Score -2637704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2637705.750000 Penalty: 4901.349609
	Iteration 42Q: 3 clusters Score -2637706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2637708.500000 Penalty: 4901.349609
	Iteration 43Q: 3 clusters Score -2637708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2637712.250000 Penalty: 4901.349609
	Iteration 44Q: 3 clusters Score -2637712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2637716.250000 Penalty: 4901.349609
	Iteration 45Q: 3 clusters Score -2637716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2637714.750000 Penalty: 4901.349609
	Iteration 46Q: 3 clusters Score -2637715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2637715.000000 Penalty: 4901.349609
	Iteration 47Q: 3 clusters Score -2637715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2637715.000000 Penalty: 4901.349609
	Iteration 48F: 3 clusters Score -2637715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190293 members 
Entering Unmasked Estep 
Score: -25189458.000000 Penalty: 3014.767578
	Iteration 0F: 2 clusters Score -2.518946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -25081082.000000 Penalty: 6029.535156
	Iteration 0F: 3 clusters Score -2.508108e+07 nChanged 91302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -25133028.000000 Penalty: 6029.535156
	Iteration 1F: 3 clusters Score -2.513303e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -25133884.000000 Penalty: 6029.535156
	Iteration 2Q: 3 clusters Score -2.513388e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -25134460.000000 Penalty: 6029.535156
	Iteration 3Q: 3 clusters Score -2.513446e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -25135284.000000 Penalty: 6029.535156
	Iteration 4Q: 3 clusters Score -2.513528e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -25136178.000000 Penalty: 6029.535156
	Iteration 5Q: 3 clusters Score -2.513618e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -25137454.000000 Penalty: 6029.535156
	Iteration 6Q: 3 clusters Score -2.513745e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -25139364.000000 Penalty: 6029.535156
	Iteration 7Q: 3 clusters Score -2.513936e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 85342 members 
Entering Unmasked Estep 
Score: -25141836.000000 Penalty: 6029.535156
	Iteration 8Q: 3 clusters Score -2.514184e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109452 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -25145138.000000 Penalty: 6029.535156
	Iteration 9Q: 3 clusters Score -2.514514e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115678 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -25149676.000000 Penalty: 6029.535156
	Iteration 10Q: 3 clusters Score -2.514968e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -25156004.000000 Penalty: 6029.535156
	Iteration 11F: 3 clusters Score -2.5156e+07 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133068 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -25162936.000000 Penalty: 6029.535156
	Iteration 12F: 3 clusters Score -2.516294e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142545 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -25170166.000000 Penalty: 6029.535156
	Iteration 13F: 3 clusters Score -2.517017e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150993 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -25175864.000000 Penalty: 6029.535156
	Iteration 14F: 3 clusters Score -2.517586e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157932 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -25180468.000000 Penalty: 6029.535156
	Iteration 15Q: 3 clusters Score -2.518047e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -25183542.000000 Penalty: 6029.535156
	Iteration 16Q: 3 clusters Score -2.518354e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -25185192.000000 Penalty: 6029.535156
	Iteration 17Q: 3 clusters Score -2.518519e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171640 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -25185938.000000 Penalty: 6029.535156
	Iteration 18Q: 3 clusters Score -2.518594e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174417 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -25186524.000000 Penalty: 6029.535156
	Iteration 19Q: 3 clusters Score -2.518652e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176776 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -25186954.000000 Penalty: 6029.535156
	Iteration 20F: 3 clusters Score -2.518695e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178723 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -25187188.000000 Penalty: 6029.535156
	Iteration 21Q: 3 clusters Score -2.518719e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180291 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -25187288.000000 Penalty: 6029.535156
	Iteration 22Q: 3 clusters Score -2.518729e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181598 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -25187402.000000 Penalty: 6029.535156
	Iteration 23Q: 3 clusters Score -2.51874e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182685 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -25187416.000000 Penalty: 6029.535156
	Iteration 24Q: 3 clusters Score -2.518742e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183581 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -25187440.000000 Penalty: 6029.535156
	Iteration 25Q: 3 clusters Score -2.518744e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184332 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -25187482.000000 Penalty: 6029.535156
	Iteration 26Q: 3 clusters Score -2.518748e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184952 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -25187480.000000 Penalty: 6029.535156
	Iteration 27Q: 3 clusters Score -2.518748e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185487 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -25187508.000000 Penalty: 6029.535156
	Iteration 28Q: 3 clusters Score -2.518751e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185937 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -25187484.000000 Penalty: 6029.535156
	Iteration 29Q: 3 clusters Score -2.518748e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186338 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -25187486.000000 Penalty: 6029.535156
	Iteration 30Q: 3 clusters Score -2.518749e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186710 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -25187524.000000 Penalty: 6029.535156
	Iteration 31Q: 3 clusters Score -2.518752e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187021 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -25187582.000000 Penalty: 6029.535156
	Iteration 32Q: 3 clusters Score -2.518758e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187262 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -25187538.000000 Penalty: 6029.535156
	Iteration 33Q: 3 clusters Score -2.518754e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -25187554.000000 Penalty: 6029.535156
	Iteration 34Q: 3 clusters Score -2.518755e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187688 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -25187552.000000 Penalty: 6029.535156
	Iteration 35Q: 3 clusters Score -2.518755e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187844 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -25187540.000000 Penalty: 6029.535156
	Iteration 36Q: 3 clusters Score -2.518754e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187962 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -25187578.000000 Penalty: 6029.535156
	Iteration 37Q: 3 clusters Score -2.518758e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188046 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -25187580.000000 Penalty: 6029.535156
	Iteration 38Q: 3 clusters Score -2.518758e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188116 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -25187580.000000 Penalty: 6029.535156
	Iteration 39Q: 3 clusters Score -2.518758e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188168 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -25187586.000000 Penalty: 6029.535156
	Iteration 40F: 3 clusters Score -2.518759e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188216 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -25187586.000000 Penalty: 6029.535156
	Iteration 41Q: 3 clusters Score -2.518759e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188266 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -25187602.000000 Penalty: 6029.535156
	Iteration 42Q: 3 clusters Score -2.51876e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188303 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -25187608.000000 Penalty: 6029.535156
	Iteration 43Q: 3 clusters Score -2.518761e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188334 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -25187590.000000 Penalty: 6029.535156
	Iteration 44Q: 3 clusters Score -2.518759e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188371 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -25187590.000000 Penalty: 6029.535156
	Iteration 45Q: 3 clusters Score -2.518759e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188404 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -25187598.000000 Penalty: 6029.535156
	Iteration 46Q: 3 clusters Score -2.51876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188433 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -25187600.000000 Penalty: 6029.535156
	Iteration 47Q: 3 clusters Score -2.51876e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188458 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -25187566.000000 Penalty: 6029.535156
	Iteration 48Q: 3 clusters Score -2.518757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188486 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -25187532.000000 Penalty: 6029.535156
	Iteration 49Q: 3 clusters Score -2.518753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188511 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -25187544.000000 Penalty: 6029.535156
	Iteration 50Q: 3 clusters Score -2.518754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188529 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -25187552.000000 Penalty: 6029.535156
	Iteration 51Q: 3 clusters Score -2.518755e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188554 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -25187564.000000 Penalty: 6029.535156
	Iteration 52Q: 3 clusters Score -2.518756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188578 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -25187570.000000 Penalty: 6029.535156
	Iteration 53Q: 3 clusters Score -2.518757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188599 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -25187562.000000 Penalty: 6029.535156
	Iteration 54Q: 3 clusters Score -2.518756e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188620 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -25187558.000000 Penalty: 6029.535156
	Iteration 55Q: 3 clusters Score -2.518756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188635 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25187558.000000 Penalty: 6029.535156
	Iteration 56Q: 3 clusters Score -2.518756e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188642 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -25187562.000000 Penalty: 6029.535156
	Iteration 57Q: 3 clusters Score -2.518756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188650 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -25187578.000000 Penalty: 6029.535156
	Iteration 58Q: 3 clusters Score -2.518758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188659 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -25187584.000000 Penalty: 6029.535156
	Iteration 59Q: 3 clusters Score -2.518758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188668 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -25187552.000000 Penalty: 6029.535156
	Iteration 60F: 3 clusters Score -2.518755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188676 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -25187562.000000 Penalty: 6029.535156
	Iteration 61Q: 3 clusters Score -2.518756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188680 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -25187562.000000 Penalty: 6029.535156
	Iteration 62Q: 3 clusters Score -2.518756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188686 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -25187532.000000 Penalty: 6029.535156
	Iteration 63Q: 3 clusters Score -2.518753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188690 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -25187544.000000 Penalty: 6029.535156
	Iteration 64Q: 3 clusters Score -2.518754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188691 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -25187550.000000 Penalty: 6029.535156
	Iteration 65Q: 3 clusters Score -2.518755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188693 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25187552.000000 Penalty: 6029.535156
	Iteration 66Q: 3 clusters Score -2.518755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188693 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25187556.000000 Penalty: 6029.535156
	Iteration 67Q: 3 clusters Score -2.518756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25187570.000000 Penalty: 6029.535156
	Iteration 68Q: 3 clusters Score -2.518757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188701 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25187576.000000 Penalty: 6029.535156
	Iteration 69Q: 3 clusters Score -2.518758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188702 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -25187562.000000 Penalty: 6029.535156
	Iteration 70Q: 3 clusters Score -2.518756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188703 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -25187566.000000 Penalty: 6029.535156
	Iteration 71Q: 3 clusters Score -2.518757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188705 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -25187562.000000 Penalty: 6029.535156
	Iteration 72Q: 3 clusters Score -2.518756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188708 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -25187576.000000 Penalty: 6029.535156
	Iteration 73Q: 3 clusters Score -2.518758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188710 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -25187578.000000 Penalty: 6029.535156
	Iteration 74Q: 3 clusters Score -2.518758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188714 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -25187570.000000 Penalty: 6029.535156
	Iteration 75Q: 3 clusters Score -2.518757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188719 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -25187560.000000 Penalty: 6029.535156
	Iteration 76Q: 3 clusters Score -2.518756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188726 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -25187586.000000 Penalty: 6029.535156
	Iteration 77Q: 3 clusters Score -2.518759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188731 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -25187592.000000 Penalty: 6029.535156
	Iteration 78Q: 3 clusters Score -2.518759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188734 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -25187578.000000 Penalty: 6029.535156
	Iteration 79Q: 3 clusters Score -2.518758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188738 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -25187576.000000 Penalty: 6029.535156
	Iteration 80F: 3 clusters Score -2.518758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188739 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -25187572.000000 Penalty: 6029.535156
	Iteration 81Q: 3 clusters Score -2.518757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188741 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25187572.000000 Penalty: 6029.535156
	Iteration 82Q: 3 clusters Score -2.518757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188746 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -25187566.000000 Penalty: 6029.535156
	Iteration 83Q: 3 clusters Score -2.518757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188748 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -25187572.000000 Penalty: 6029.535156
	Iteration 84Q: 3 clusters Score -2.518757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188751 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -25187584.000000 Penalty: 6029.535156
	Iteration 85Q: 3 clusters Score -2.518758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188753 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -25187582.000000 Penalty: 6029.535156
	Iteration 86Q: 3 clusters Score -2.518758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188751 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -25187588.000000 Penalty: 6029.535156
	Iteration 87Q: 3 clusters Score -2.518759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188751 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -25187588.000000 Penalty: 6029.535156
	Iteration 88F: 3 clusters Score -2.518759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -250922.906250 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -250922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -248340.843750 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -248340.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -248808.171875 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -248808.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -248937.468750 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -248937.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -248998.921875 Penalty: 3753.916260
	Iteration 3Q: 3 clusters Score -248998.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -249041.890625 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -249041.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -249069.921875 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -249069.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -249085.953125 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -249086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -249097.359375 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -249097.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -249104.890625 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -249104.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -249109.968750 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -249110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -249117.250000 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -249117.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -249127.328125 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -249127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -249129.546875 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -249129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -249129.546875 Penalty: 3753.916260
	Iteration 13F: 3 clusters Score -249129.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196434 members 
Entering Unmasked Estep 
Score: -26057800.000000 Penalty: 3022.644287
	Iteration 0F: 2 clusters Score -2.60578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -25930926.000000 Penalty: 6045.288574
	Iteration 0F: 3 clusters Score -2.593093e+07 nChanged 94533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
Score: -25985706.000000 Penalty: 6045.288574
	Iteration 1F: 3 clusters Score -2.598571e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -25986682.000000 Penalty: 6045.288574
	Iteration 2Q: 3 clusters Score -2.598668e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 104260 members 
Entering Unmasked Estep 
Score: -25988232.000000 Penalty: 6045.288574
	Iteration 3Q: 3 clusters Score -2.598823e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 107655 members 
Entering Unmasked Estep 
Score: -25990186.000000 Penalty: 6045.288574
	Iteration 4Q: 3 clusters Score -2.599019e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 112683 members 
Entering Unmasked Estep 
Score: -25992934.000000 Penalty: 6045.288574
	Iteration 5Q: 3 clusters Score -2.599293e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 120127 members 
Entering Unmasked Estep 
Score: -25997330.000000 Penalty: 6045.288574
	Iteration 6Q: 3 clusters Score -2.599733e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 130414 members 
Entering Unmasked Estep 
Score: -26004398.000000 Penalty: 6045.288574
	Iteration 7F: 3 clusters Score -2.60044e+07 nChanged 14196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 143478 members 
Entering Unmasked Estep 
Score: -26015092.000000 Penalty: 6045.288574
	Iteration 8F: 3 clusters Score -2.601509e+07 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -26028058.000000 Penalty: 6045.288574
	Iteration 9F: 3 clusters Score -2.602806e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -26039884.000000 Penalty: 6045.288574
	Iteration 10F: 3 clusters Score -2.603988e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 178226 members 
Entering Unmasked Estep 
Score: -26046956.000000 Penalty: 6045.288574
	Iteration 11Q: 3 clusters Score -2.604696e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 182903 members 
Entering Unmasked Estep 
Score: -26050514.000000 Penalty: 6045.288574
	Iteration 12Q: 3 clusters Score -2.605051e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 185905 members 
Entering Unmasked Estep 
Score: -26052354.000000 Penalty: 6045.288574
	Iteration 13Q: 3 clusters Score -2.605235e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 187955 members 
Entering Unmasked Estep 
Score: -26053302.000000 Penalty: 6045.288574
	Iteration 14Q: 3 clusters Score -2.60533e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 189504 members 
Entering Unmasked Estep 
Score: -26053948.000000 Penalty: 6045.288574
	Iteration 15Q: 3 clusters Score -2.605395e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 190704 members 
Entering Unmasked Estep 
Score: -26054386.000000 Penalty: 6045.288574
	Iteration 16Q: 3 clusters Score -2.605439e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 191634 members 
Entering Unmasked Estep 
Score: -26054686.000000 Penalty: 6045.288574
	Iteration 17Q: 3 clusters Score -2.605469e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 192339 members 
Entering Unmasked Estep 
Score: -26054930.000000 Penalty: 6045.288574
	Iteration 18Q: 3 clusters Score -2.605493e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 192912 members 
Entering Unmasked Estep 
Score: -26055118.000000 Penalty: 6045.288574
	Iteration 19Q: 3 clusters Score -2.605512e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 193336 members 
Entering Unmasked Estep 
Score: -26055288.000000 Penalty: 6045.288574
	Iteration 20F: 3 clusters Score -2.605529e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 193669 members 
Entering Unmasked Estep 
Score: -26055434.000000 Penalty: 6045.288574
	Iteration 21Q: 3 clusters Score -2.605543e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 193954 members 
Entering Unmasked Estep 
Score: -26055530.000000 Penalty: 6045.288574
	Iteration 22Q: 3 clusters Score -2.605553e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 194176 members 
Entering Unmasked Estep 
Score: -26055532.000000 Penalty: 6045.288574
	Iteration 23Q: 3 clusters Score -2.605553e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 194329 members 
Entering Unmasked Estep 
Score: -26055590.000000 Penalty: 6045.288574
	Iteration 24Q: 3 clusters Score -2.605559e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 194447 members 
Entering Unmasked Estep 
Score: -26055618.000000 Penalty: 6045.288574
	Iteration 25Q: 3 clusters Score -2.605562e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 194531 members 
Entering Unmasked Estep 
Score: -26055676.000000 Penalty: 6045.288574
	Iteration 26Q: 3 clusters Score -2.605568e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -26055674.000000 Penalty: 6045.288574
	Iteration 27Q: 3 clusters Score -2.605567e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 194663 members 
Entering Unmasked Estep 
Score: -26055700.000000 Penalty: 6045.288574
	Iteration 28Q: 3 clusters Score -2.60557e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 194703 members 
Entering Unmasked Estep 
Score: -26055694.000000 Penalty: 6045.288574
	Iteration 29Q: 3 clusters Score -2.605569e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 194742 members 
Entering Unmasked Estep 
Score: -26055728.000000 Penalty: 6045.288574
	Iteration 30Q: 3 clusters Score -2.605573e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 194768 members 
Entering Unmasked Estep 
Score: -26055722.000000 Penalty: 6045.288574
	Iteration 31Q: 3 clusters Score -2.605572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 194796 members 
Entering Unmasked Estep 
Score: -26055760.000000 Penalty: 6045.288574
	Iteration 32Q: 3 clusters Score -2.605576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 194821 members 
Entering Unmasked Estep 
Score: -26055776.000000 Penalty: 6045.288574
	Iteration 33Q: 3 clusters Score -2.605578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 194842 members 
Entering Unmasked Estep 
Score: -26055782.000000 Penalty: 6045.288574
	Iteration 34Q: 3 clusters Score -2.605578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 194853 members 
Entering Unmasked Estep 
Score: -26055780.000000 Penalty: 6045.288574
	Iteration 35Q: 3 clusters Score -2.605578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 194865 members 
Entering Unmasked Estep 
Score: -26055760.000000 Penalty: 6045.288574
	Iteration 36Q: 3 clusters Score -2.605576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 194872 members 
Entering Unmasked Estep 
Score: -26055768.000000 Penalty: 6045.288574
	Iteration 37Q: 3 clusters Score -2.605577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 194878 members 
Entering Unmasked Estep 
Score: -26055742.000000 Penalty: 6045.288574
	Iteration 38Q: 3 clusters Score -2.605574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 194884 members 
Entering Unmasked Estep 
Score: -26055768.000000 Penalty: 6045.288574
	Iteration 39Q: 3 clusters Score -2.605577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 194889 members 
Entering Unmasked Estep 
Score: -26055772.000000 Penalty: 6045.288574
	Iteration 40F: 3 clusters Score -2.605577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 194897 members 
Entering Unmasked Estep 
Score: -26055748.000000 Penalty: 6045.288574
	Iteration 41Q: 3 clusters Score -2.605575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 194900 members 
Entering Unmasked Estep 
Score: -26055744.000000 Penalty: 6045.288574
	Iteration 42Q: 3 clusters Score -2.605574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 194907 members 
Entering Unmasked Estep 
Score: -26055770.000000 Penalty: 6045.288574
	Iteration 43Q: 3 clusters Score -2.605577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 194911 members 
Entering Unmasked Estep 
Score: -26055760.000000 Penalty: 6045.288574
	Iteration 44Q: 3 clusters Score -2.605576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 194914 members 
Entering Unmasked Estep 
Score: -26055758.000000 Penalty: 6045.288574
	Iteration 45Q: 3 clusters Score -2.605576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 194915 members 
Entering Unmasked Estep 
Score: -26055774.000000 Penalty: 6045.288574
	Iteration 46Q: 3 clusters Score -2.605577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 194917 members 
Entering Unmasked Estep 
Score: -26055762.000000 Penalty: 6045.288574
	Iteration 47Q: 3 clusters Score -2.605576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 194919 members 
Entering Unmasked Estep 
Score: -26055758.000000 Penalty: 6045.288574
	Iteration 48Q: 3 clusters Score -2.605576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 194920 members 
Entering Unmasked Estep 
Score: -26055760.000000 Penalty: 6045.288574
	Iteration 49Q: 3 clusters Score -2.605576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 194922 members 
Entering Unmasked Estep 
Score: -26055748.000000 Penalty: 6045.288574
	Iteration 50Q: 3 clusters Score -2.605575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 194924 members 
Entering Unmasked Estep 
Score: -26055750.000000 Penalty: 6045.288574
	Iteration 51Q: 3 clusters Score -2.605575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 194924 members 
Entering Unmasked Estep 
Score: -26055754.000000 Penalty: 6045.288574
	Iteration 52Q: 3 clusters Score -2.605575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 194928 members 
Entering Unmasked Estep 
Score: -26055752.000000 Penalty: 6045.288574
	Iteration 53Q: 3 clusters Score -2.605575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 194932 members 
Entering Unmasked Estep 
Score: -26055758.000000 Penalty: 6045.288574
	Iteration 54Q: 3 clusters Score -2.605576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 194939 members 
Entering Unmasked Estep 
Score: -26055756.000000 Penalty: 6045.288574
	Iteration 55Q: 3 clusters Score -2.605576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 194945 members 
Entering Unmasked Estep 
Score: -26055754.000000 Penalty: 6045.288574
	Iteration 56Q: 3 clusters Score -2.605575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 194950 members 
Entering Unmasked Estep 
Score: -26055768.000000 Penalty: 6045.288574
	Iteration 57Q: 3 clusters Score -2.605577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 194955 members 
Entering Unmasked Estep 
Score: -26055744.000000 Penalty: 6045.288574
	Iteration 58Q: 3 clusters Score -2.605574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 194958 members 
Entering Unmasked Estep 
Score: -26055748.000000 Penalty: 6045.288574
	Iteration 59Q: 3 clusters Score -2.605575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 194961 members 
Entering Unmasked Estep 
Score: -26055748.000000 Penalty: 6045.288574
	Iteration 60F: 3 clusters Score -2.605575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 194964 members 
Entering Unmasked Estep 
Score: -26055744.000000 Penalty: 6045.288574
	Iteration 61Q: 3 clusters Score -2.605574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 194966 members 
Entering Unmasked Estep 
Score: -26055730.000000 Penalty: 6045.288574
	Iteration 62Q: 3 clusters Score -2.605573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 194967 members 
Entering Unmasked Estep 
Score: -26055726.000000 Penalty: 6045.288574
	Iteration 63Q: 3 clusters Score -2.605573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 194968 members 
Entering Unmasked Estep 
Score: -26055728.000000 Penalty: 6045.288574
	Iteration 64Q: 3 clusters Score -2.605573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 194969 members 
Entering Unmasked Estep 
Score: -26055732.000000 Penalty: 6045.288574
	Iteration 65Q: 3 clusters Score -2.605573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 194970 members 
Entering Unmasked Estep 
Score: -26055730.000000 Penalty: 6045.288574
	Iteration 66Q: 3 clusters Score -2.605573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 194970 members 
Entering Unmasked Estep 
Score: -26055730.000000 Penalty: 6045.288574
	Iteration 67F: 3 clusters Score -2.605573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -28851.908203 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -28851.91 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 156 members 
Entering Unmasked Estep 
Score: -27713.462891 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -27713.46 nChanged 49
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: -28037.861328 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -28037.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28399.617188 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28399.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28575.126953 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -28575.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28680.466797 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28680.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28699.115234 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28699.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28699.115234 Penalty: 2832.371582
	Iteration 6F: 3 clusters Score -28699.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -554433.312500 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -554433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -550326.937500 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -550326.9 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -551222.375000 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -551222.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -551379.687500 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -551379.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -551488.187500 Penalty: 4156.706543
	Iteration 3Q: 3 clusters Score -551488.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -551578.250000 Penalty: 4156.706543
	Iteration 4Q: 3 clusters Score -551578.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -551677.625000 Penalty: 4156.706543
	Iteration 5Q: 3 clusters Score -551677.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -551810.812500 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -551810.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -551941.687500 Penalty: 4156.706543
	Iteration 7Q: 3 clusters Score -551941.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -552094.500000 Penalty: 4156.706543
	Iteration 8Q: 3 clusters Score -552094.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -552289.875000 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -552289.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -552489.000000 Penalty: 4156.706543
	Iteration 10F: 3 clusters Score -552489 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -552647.500000 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -552647.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -552757.312500 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -552757.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -552851.625000 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -552851.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -552915.625000 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -552915.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -552956.312500 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -552956.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -552979.437500 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -552979.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -552996.875000 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -552996.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -553015.562500 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -553015.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -553024.500000 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -553024.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -553034.250000 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -553034.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -553047.375000 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -553047.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -553056.500000 Penalty: 4156.706543
	Iteration 22Q: 3 clusters Score -553056.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -553066.187500 Penalty: 4156.706543
	Iteration 23Q: 3 clusters Score -553066.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -553075.875000 Penalty: 4156.706543
	Iteration 24Q: 3 clusters Score -553075.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -553084.562500 Penalty: 4156.706543
	Iteration 25Q: 3 clusters Score -553084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -553092.812500 Penalty: 4156.706543
	Iteration 26Q: 3 clusters Score -553092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -553097.500000 Penalty: 4156.706543
	Iteration 27Q: 3 clusters Score -553097.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -553102.812500 Penalty: 4156.706543
	Iteration 28Q: 3 clusters Score -553102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -553107.125000 Penalty: 4156.706543
	Iteration 29Q: 3 clusters Score -553107.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -553108.562500 Penalty: 4156.706543
	Iteration 30Q: 3 clusters Score -553108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -553108.562500 Penalty: 4156.706543
	Iteration 31F: 3 clusters Score -553108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Entering Unmasked Estep 
Score: -5511189.500000 Penalty: 2636.209229
	Iteration 0F: 2 clusters Score -5511190 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 20606 members 
Entering Unmasked Estep 
Score: -5483293.000000 Penalty: 5272.418457
	Iteration 0F: 3 clusters Score -5483293 nChanged 18816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -5493586.500000 Penalty: 5272.418457
	Iteration 1F: 3 clusters Score -5493586 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -5494112.000000 Penalty: 5272.418457
	Iteration 2Q: 3 clusters Score -5494112 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5494656.000000 Penalty: 5272.418457
	Iteration 3Q: 3 clusters Score -5494656 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -5495374.500000 Penalty: 5272.418457
	Iteration 4Q: 3 clusters Score -5495374 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -5496307.000000 Penalty: 5272.418457
	Iteration 5Q: 3 clusters Score -5496307 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -5497802.000000 Penalty: 5272.418457
	Iteration 6F: 3 clusters Score -5497802 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -5499626.500000 Penalty: 5272.418457
	Iteration 7F: 3 clusters Score -5499626 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -5501724.000000 Penalty: 5272.418457
	Iteration 8F: 3 clusters Score -5501724 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -5503738.000000 Penalty: 5272.418457
	Iteration 9F: 3 clusters Score -5503738 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -5505471.500000 Penalty: 5272.418457
	Iteration 10Q: 3 clusters Score -5505472 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -5506729.000000 Penalty: 5272.418457
	Iteration 11Q: 3 clusters Score -5506729 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -5507379.500000 Penalty: 5272.418457
	Iteration 12Q: 3 clusters Score -5507380 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -5507675.500000 Penalty: 5272.418457
	Iteration 13Q: 3 clusters Score -5507676 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -5507784.500000 Penalty: 5272.418457
	Iteration 14Q: 3 clusters Score -5507784 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5507890.500000 Penalty: 5272.418457
	Iteration 15Q: 3 clusters Score -5507890 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -5507965.000000 Penalty: 5272.418457
	Iteration 16Q: 3 clusters Score -5507965 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -5508025.500000 Penalty: 5272.418457
	Iteration 17Q: 3 clusters Score -5508026 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -5508049.500000 Penalty: 5272.418457
	Iteration 18Q: 3 clusters Score -5508050 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -5508089.000000 Penalty: 5272.418457
	Iteration 19Q: 3 clusters Score -5508089 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5508130.000000 Penalty: 5272.418457
	Iteration 20F: 3 clusters Score -5508130 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -5508174.500000 Penalty: 5272.418457
	Iteration 21Q: 3 clusters Score -5508174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -5508199.500000 Penalty: 5272.418457
	Iteration 22Q: 3 clusters Score -5508200 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5508235.000000 Penalty: 5272.418457
	Iteration 23Q: 3 clusters Score -5508235 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -5508254.500000 Penalty: 5272.418457
	Iteration 24Q: 3 clusters Score -5508254 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -5508269.500000 Penalty: 5272.418457
	Iteration 25Q: 3 clusters Score -5508270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5508297.000000 Penalty: 5272.418457
	Iteration 26Q: 3 clusters Score -5508297 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -5508331.500000 Penalty: 5272.418457
	Iteration 27Q: 3 clusters Score -5508332 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5508321.000000 Penalty: 5272.418457
	Iteration 28Q: 3 clusters Score -5508321 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -5508337.500000 Penalty: 5272.418457
	Iteration 29Q: 3 clusters Score -5508338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5508351.500000 Penalty: 5272.418457
	Iteration 30Q: 3 clusters Score -5508352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -5508350.500000 Penalty: 5272.418457
	Iteration 31Q: 3 clusters Score -5508350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -5508364.500000 Penalty: 5272.418457
	Iteration 32Q: 3 clusters Score -5508364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5508369.500000 Penalty: 5272.418457
	Iteration 33Q: 3 clusters Score -5508370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5508393.500000 Penalty: 5272.418457
	Iteration 34Q: 3 clusters Score -5508394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -5508404.500000 Penalty: 5272.418457
	Iteration 35Q: 3 clusters Score -5508404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -5508419.000000 Penalty: 5272.418457
	Iteration 36Q: 3 clusters Score -5508419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5508431.000000 Penalty: 5272.418457
	Iteration 37Q: 3 clusters Score -5508431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5508443.500000 Penalty: 5272.418457
	Iteration 38Q: 3 clusters Score -5508444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -5508445.000000 Penalty: 5272.418457
	Iteration 39Q: 3 clusters Score -5508445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -5508459.500000 Penalty: 5272.418457
	Iteration 40F: 3 clusters Score -5508460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -5508462.000000 Penalty: 5272.418457
	Iteration 41Q: 3 clusters Score -5508462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5508467.500000 Penalty: 5272.418457
	Iteration 42Q: 3 clusters Score -5508468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -5508478.000000 Penalty: 5272.418457
	Iteration 43Q: 3 clusters Score -5508478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5508479.000000 Penalty: 5272.418457
	Iteration 44Q: 3 clusters Score -5508479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5508484.000000 Penalty: 5272.418457
	Iteration 45Q: 3 clusters Score -5508484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -5508491.500000 Penalty: 5272.418457
	Iteration 46Q: 3 clusters Score -5508492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5508500.500000 Penalty: 5272.418457
	Iteration 47Q: 3 clusters Score -5508500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5508521.500000 Penalty: 5272.418457
	Iteration 48Q: 3 clusters Score -5508522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5508531.000000 Penalty: 5272.418457
	Iteration 49Q: 3 clusters Score -5508531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5508522.000000 Penalty: 5272.418457
	Iteration 50Q: 3 clusters Score -5508522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5508519.500000 Penalty: 5272.418457
	Iteration 51Q: 3 clusters Score -5508520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5508514.500000 Penalty: 5272.418457
	Iteration 52Q: 3 clusters Score -5508514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -5508518.500000 Penalty: 5272.418457
	Iteration 53Q: 3 clusters Score -5508518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5508521.000000 Penalty: 5272.418457
	Iteration 54Q: 3 clusters Score -5508521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5508524.500000 Penalty: 5272.418457
	Iteration 55Q: 3 clusters Score -5508524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5508528.500000 Penalty: 5272.418457
	Iteration 56Q: 3 clusters Score -5508528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5508533.000000 Penalty: 5272.418457
	Iteration 57Q: 3 clusters Score -5508533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5508543.500000 Penalty: 5272.418457
	Iteration 58Q: 3 clusters Score -5508544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5508544.000000 Penalty: 5272.418457
	Iteration 59Q: 3 clusters Score -5508544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5508552.000000 Penalty: 5272.418457
	Iteration 60F: 3 clusters Score -5508552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5508552.000000 Penalty: 5272.418457
	Iteration 61Q: 3 clusters Score -5508552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5508548.500000 Penalty: 5272.418457
	Iteration 62Q: 3 clusters Score -5508548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5508551.000000 Penalty: 5272.418457
	Iteration 63Q: 3 clusters Score -5508551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5508548.500000 Penalty: 5272.418457
	Iteration 64Q: 3 clusters Score -5508548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5508551.000000 Penalty: 5272.418457
	Iteration 65Q: 3 clusters Score -5508551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5508547.000000 Penalty: 5272.418457
	Iteration 66Q: 3 clusters Score -5508547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5508544.500000 Penalty: 5272.418457
	Iteration 67Q: 3 clusters Score -5508544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5508539.000000 Penalty: 5272.418457
	Iteration 68Q: 3 clusters Score -5508539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5508538.000000 Penalty: 5272.418457
	Iteration 69Q: 3 clusters Score -5508538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5508533.500000 Penalty: 5272.418457
	Iteration 70Q: 3 clusters Score -5508534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5508538.000000 Penalty: 5272.418457
	Iteration 71Q: 3 clusters Score -5508538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5508536.500000 Penalty: 5272.418457
	Iteration 72Q: 3 clusters Score -5508536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5508536.500000 Penalty: 5272.418457
	Iteration 73Q: 3 clusters Score -5508536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5508537.500000 Penalty: 5272.418457
	Iteration 74Q: 3 clusters Score -5508538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5508538.500000 Penalty: 5272.418457
	Iteration 75Q: 3 clusters Score -5508538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5508537.000000 Penalty: 5272.418457
	Iteration 76Q: 3 clusters Score -5508537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5508537.500000 Penalty: 5272.418457
	Iteration 77Q: 3 clusters Score -5508538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5508535.500000 Penalty: 5272.418457
	Iteration 78Q: 3 clusters Score -5508536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5508533.500000 Penalty: 5272.418457
	Iteration 79Q: 3 clusters Score -5508534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5508536.000000 Penalty: 5272.418457
	Iteration 80F: 3 clusters Score -5508536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -24224.099609 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -24224.1 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 139 members 
Entering Unmasked Estep 
Score: -23124.792969 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -23124.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23227.576172 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -23227.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23257.351562 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -23257.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23264.873047 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -23264.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23284.314453 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -23284.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23287.230469 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -23287.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23290.162109 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -23290.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23294.154297 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -23294.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23294.154297 Penalty: 2767.546143
	Iteration 8F: 3 clusters Score -23294.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -252412.781250 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -252412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -249791.484375 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -249791.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -250292.656250 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -250292.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -250431.578125 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -250431.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -250507.937500 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -250507.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -250571.093750 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -250571.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -250599.031250 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -250599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -250620.625000 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -250620.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -250638.765625 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -250638.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -250655.046875 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -250655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -250665.468750 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -250665.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -250676.968750 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -250677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -250682.890625 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -250682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -250684.656250 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -250684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -250686.828125 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -250686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -250688.031250 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -250688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -250689.515625 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -250689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -250691.953125 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -250692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -250694.421875 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -250694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -250698.703125 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -250698.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -250702.671875 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -250702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -250703.203125 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -250703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -250703.515625 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -250703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -250703.515625 Penalty: 3772.768311
	Iteration 22F: 3 clusters Score -250703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -287057.281250 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -287057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -284324.968750 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -284325 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -284796.906250 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -284796.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -284909.750000 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -284909.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -284967.343750 Penalty: 3815.966797
	Iteration 3Q: 3 clusters Score -284967.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -285004.468750 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -285004.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -285025.625000 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -285025.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -285044.312500 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -285044.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -285057.593750 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -285057.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -285069.250000 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -285069.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -285076.406250 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -285076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -285084.062500 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -285084.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285090.312500 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -285090.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -285098.562500 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -285098.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -285102.906250 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -285102.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -285108.593750 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -285108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -285114.156250 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -285114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -285115.781250 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -285115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -285116.625000 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -285116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285117.031250 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -285117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285117.031250 Penalty: 3815.966797
	Iteration 19F: 3 clusters Score -285117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Entering Unmasked Estep 
Score: -2352220.000000 Penalty: 2422.026367
	Iteration 0F: 2 clusters Score -2352220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2339831.250000 Penalty: 4844.052734
	Iteration 0F: 3 clusters Score -2339831 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2343883.500000 Penalty: 4844.052734
	Iteration 1F: 3 clusters Score -2343884 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2344254.750000 Penalty: 4844.052734
	Iteration 2F: 3 clusters Score -2344255 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2344589.750000 Penalty: 4844.052734
	Iteration 3Q: 3 clusters Score -2344590 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2344886.750000 Penalty: 4844.052734
	Iteration 4Q: 3 clusters Score -2344887 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2345156.250000 Penalty: 4844.052734
	Iteration 5Q: 3 clusters Score -2345156 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2345423.500000 Penalty: 4844.052734
	Iteration 6Q: 3 clusters Score -2345424 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2345664.750000 Penalty: 4844.052734
	Iteration 7Q: 3 clusters Score -2345665 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2345923.500000 Penalty: 4844.052734
	Iteration 8Q: 3 clusters Score -2345924 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2346174.500000 Penalty: 4844.052734
	Iteration 9Q: 3 clusters Score -2346174 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2346398.500000 Penalty: 4844.052734
	Iteration 10Q: 3 clusters Score -2346398 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2346632.500000 Penalty: 4844.052734
	Iteration 11Q: 3 clusters Score -2346632 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2346857.250000 Penalty: 4844.052734
	Iteration 12Q: 3 clusters Score -2346857 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2347099.750000 Penalty: 4844.052734
	Iteration 13Q: 3 clusters Score -2347100 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2347329.000000 Penalty: 4844.052734
	Iteration 14Q: 3 clusters Score -2347329 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2347582.500000 Penalty: 4844.052734
	Iteration 15Q: 3 clusters Score -2347582 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2347786.250000 Penalty: 4844.052734
	Iteration 16Q: 3 clusters Score -2347786 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2347964.000000 Penalty: 4844.052734
	Iteration 17Q: 3 clusters Score -2347964 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2348101.500000 Penalty: 4844.052734
	Iteration 18Q: 3 clusters Score -2348102 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2348232.250000 Penalty: 4844.052734
	Iteration 19Q: 3 clusters Score -2348232 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2348326.000000 Penalty: 4844.052734
	Iteration 20F: 3 clusters Score -2348326 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2348396.500000 Penalty: 4844.052734
	Iteration 21Q: 3 clusters Score -2348396 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2348440.500000 Penalty: 4844.052734
	Iteration 22Q: 3 clusters Score -2348440 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2348473.000000 Penalty: 4844.052734
	Iteration 23Q: 3 clusters Score -2348473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2348500.250000 Penalty: 4844.052734
	Iteration 24Q: 3 clusters Score -2348500 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2348523.250000 Penalty: 4844.052734
	Iteration 25Q: 3 clusters Score -2348523 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2348550.000000 Penalty: 4844.052734
	Iteration 26Q: 3 clusters Score -2348550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2348561.500000 Penalty: 4844.052734
	Iteration 27Q: 3 clusters Score -2348562 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2348574.500000 Penalty: 4844.052734
	Iteration 28Q: 3 clusters Score -2348574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2348585.750000 Penalty: 4844.052734
	Iteration 29Q: 3 clusters Score -2348586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2348591.750000 Penalty: 4844.052734
	Iteration 30Q: 3 clusters Score -2348592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2348600.000000 Penalty: 4844.052734
	Iteration 31Q: 3 clusters Score -2348600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2348612.750000 Penalty: 4844.052734
	Iteration 32Q: 3 clusters Score -2348613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2348626.250000 Penalty: 4844.052734
	Iteration 33Q: 3 clusters Score -2348626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2348626.500000 Penalty: 4844.052734
	Iteration 34Q: 3 clusters Score -2348626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2348630.250000 Penalty: 4844.052734
	Iteration 35Q: 3 clusters Score -2348630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2348639.500000 Penalty: 4844.052734
	Iteration 36Q: 3 clusters Score -2348640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2348650.750000 Penalty: 4844.052734
	Iteration 37Q: 3 clusters Score -2348651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2348655.750000 Penalty: 4844.052734
	Iteration 38Q: 3 clusters Score -2348656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2348668.000000 Penalty: 4844.052734
	Iteration 39Q: 3 clusters Score -2348668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2348672.000000 Penalty: 4844.052734
	Iteration 40F: 3 clusters Score -2348672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2348669.750000 Penalty: 4844.052734
	Iteration 41Q: 3 clusters Score -2348670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2348680.000000 Penalty: 4844.052734
	Iteration 42Q: 3 clusters Score -2348680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2348684.000000 Penalty: 4844.052734
	Iteration 43Q: 3 clusters Score -2348684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2348679.500000 Penalty: 4844.052734
	Iteration 44Q: 3 clusters Score -2348680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2348691.500000 Penalty: 4844.052734
	Iteration 45Q: 3 clusters Score -2348692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2348696.750000 Penalty: 4844.052734
	Iteration 46Q: 3 clusters Score -2348697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2348702.000000 Penalty: 4844.052734
	Iteration 47Q: 3 clusters Score -2348702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2348710.250000 Penalty: 4844.052734
	Iteration 48Q: 3 clusters Score -2348710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2348710.750000 Penalty: 4844.052734
	Iteration 49Q: 3 clusters Score -2348711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2348712.750000 Penalty: 4844.052734
	Iteration 50Q: 3 clusters Score -2348713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2348715.750000 Penalty: 4844.052734
	Iteration 51Q: 3 clusters Score -2348716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2348718.500000 Penalty: 4844.052734
	Iteration 52Q: 3 clusters Score -2348718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2348723.000000 Penalty: 4844.052734
	Iteration 53Q: 3 clusters Score -2348723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2348730.750000 Penalty: 4844.052734
	Iteration 54Q: 3 clusters Score -2348731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2348728.750000 Penalty: 4844.052734
	Iteration 55Q: 3 clusters Score -2348729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2348726.000000 Penalty: 4844.052734
	Iteration 56Q: 3 clusters Score -2348726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2348732.000000 Penalty: 4844.052734
	Iteration 57Q: 3 clusters Score -2348732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2348741.250000 Penalty: 4844.052734
	Iteration 58Q: 3 clusters Score -2348741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2348742.250000 Penalty: 4844.052734
	Iteration 59Q: 3 clusters Score -2348742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2348741.250000 Penalty: 4844.052734
	Iteration 60F: 3 clusters Score -2348741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2348744.000000 Penalty: 4844.052734
	Iteration 61Q: 3 clusters Score -2348744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2348746.250000 Penalty: 4844.052734
	Iteration 62Q: 3 clusters Score -2348746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2348748.750000 Penalty: 4844.052734
	Iteration 63Q: 3 clusters Score -2348749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2348759.750000 Penalty: 4844.052734
	Iteration 64Q: 3 clusters Score -2348760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2348761.750000 Penalty: 4844.052734
	Iteration 65Q: 3 clusters Score -2348762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2348769.000000 Penalty: 4844.052734
	Iteration 66Q: 3 clusters Score -2348769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2348769.000000 Penalty: 4844.052734
	Iteration 67Q: 3 clusters Score -2348769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2348770.500000 Penalty: 4844.052734
	Iteration 68Q: 3 clusters Score -2348770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2348764.750000 Penalty: 4844.052734
	Iteration 69Q: 3 clusters Score -2348765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2348762.250000 Penalty: 4844.052734
	Iteration 70Q: 3 clusters Score -2348762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2348761.250000 Penalty: 4844.052734
	Iteration 71Q: 3 clusters Score -2348761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2348763.500000 Penalty: 4844.052734
	Iteration 72Q: 3 clusters Score -2348764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2348769.000000 Penalty: 4844.052734
	Iteration 73Q: 3 clusters Score -2348769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2348761.750000 Penalty: 4844.052734
	Iteration 74Q: 3 clusters Score -2348762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2348761.250000 Penalty: 4844.052734
	Iteration 75Q: 3 clusters Score -2348761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2348761.250000 Penalty: 4844.052734
	Iteration 76F: 3 clusters Score -2348761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (208030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208030 members 
Entering Unmasked Estep 
Score: -27621408.000000 Penalty: 3036.868652
	Iteration 0F: 2 clusters Score -2.762141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 104045 members 
Entering Unmasked Estep 
Score: -27488410.000000 Penalty: 6073.737305
	Iteration 0F: 3 clusters Score -2.748841e+07 nChanged 100218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -27546192.000000 Penalty: 6073.737305
	Iteration 1F: 3 clusters Score -2.754619e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100539 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -27547020.000000 Penalty: 6073.737305
	Iteration 2Q: 3 clusters Score -2.754702e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -27548078.000000 Penalty: 6073.737305
	Iteration 3Q: 3 clusters Score -2.754808e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -27549578.000000 Penalty: 6073.737305
	Iteration 4Q: 3 clusters Score -2.754958e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 118112 members 
Entering Unmasked Estep 
Score: -27551898.000000 Penalty: 6073.737305
	Iteration 5Q: 3 clusters Score -2.75519e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -27555822.000000 Penalty: 6073.737305
	Iteration 6Q: 3 clusters Score -2.755582e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 136396 members 
Entering Unmasked Estep 
Score: -27562936.000000 Penalty: 6073.737305
	Iteration 7F: 3 clusters Score -2.756294e+07 nChanged 15525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 150519 members 
Entering Unmasked Estep 
Score: -27574118.000000 Penalty: 6073.737305
	Iteration 8F: 3 clusters Score -2.757412e+07 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 166412 members 
Entering Unmasked Estep 
Score: -27588138.000000 Penalty: 6073.737305
	Iteration 9F: 3 clusters Score -2.758814e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 180756 members 
Entering Unmasked Estep 
Score: -27600930.000000 Penalty: 6073.737305
	Iteration 10F: 3 clusters Score -2.760093e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 190804 members 
Entering Unmasked Estep 
Score: -27609272.000000 Penalty: 6073.737305
	Iteration 11F: 3 clusters Score -2.760927e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 196690 members 
Entering Unmasked Estep 
Score: -27614182.000000 Penalty: 6073.737305
	Iteration 12Q: 3 clusters Score -2.761418e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 199758 members 
Entering Unmasked Estep 
Score: -27616870.000000 Penalty: 6073.737305
	Iteration 13Q: 3 clusters Score -2.761687e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 201067 members 
Entering Unmasked Estep 
Score: -27618120.000000 Penalty: 6073.737305
	Iteration 14Q: 3 clusters Score -2.761812e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 201784 members 
Entering Unmasked Estep 
Score: -27618648.000000 Penalty: 6073.737305
	Iteration 15Q: 3 clusters Score -2.761865e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 202321 members 
Entering Unmasked Estep 
Score: -27619000.000000 Penalty: 6073.737305
	Iteration 16Q: 3 clusters Score -2.7619e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 202749 members 
Entering Unmasked Estep 
Score: -27619120.000000 Penalty: 6073.737305
	Iteration 17Q: 3 clusters Score -2.761912e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 203127 members 
Entering Unmasked Estep 
Score: -27619208.000000 Penalty: 6073.737305
	Iteration 18Q: 3 clusters Score -2.761921e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 203454 members 
Entering Unmasked Estep 
Score: -27619192.000000 Penalty: 6073.737305
	Iteration 19Q: 3 clusters Score -2.761919e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 203707 members 
Entering Unmasked Estep 
Score: -27619224.000000 Penalty: 6073.737305
	Iteration 20F: 3 clusters Score -2.761922e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 203923 members 
Entering Unmasked Estep 
Score: -27619236.000000 Penalty: 6073.737305
	Iteration 21Q: 3 clusters Score -2.761924e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 204122 members 
Entering Unmasked Estep 
Score: -27619176.000000 Penalty: 6073.737305
	Iteration 22Q: 3 clusters Score -2.761918e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 204294 members 
Entering Unmasked Estep 
Score: -27619238.000000 Penalty: 6073.737305
	Iteration 23Q: 3 clusters Score -2.761924e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 204465 members 
Entering Unmasked Estep 
Score: -27619232.000000 Penalty: 6073.737305
	Iteration 24Q: 3 clusters Score -2.761923e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 204616 members 
Entering Unmasked Estep 
Score: -27619302.000000 Penalty: 6073.737305
	Iteration 25Q: 3 clusters Score -2.76193e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 204733 members 
Entering Unmasked Estep 
Score: -27619294.000000 Penalty: 6073.737305
	Iteration 26Q: 3 clusters Score -2.761929e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 204837 members 
Entering Unmasked Estep 
Score: -27619290.000000 Penalty: 6073.737305
	Iteration 27Q: 3 clusters Score -2.761929e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 204928 members 
Entering Unmasked Estep 
Score: -27619304.000000 Penalty: 6073.737305
	Iteration 28Q: 3 clusters Score -2.76193e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 205012 members 
Entering Unmasked Estep 
Score: -27619334.000000 Penalty: 6073.737305
	Iteration 29Q: 3 clusters Score -2.761933e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 205096 members 
Entering Unmasked Estep 
Score: -27619304.000000 Penalty: 6073.737305
	Iteration 30Q: 3 clusters Score -2.76193e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 205178 members 
Entering Unmasked Estep 
Score: -27619322.000000 Penalty: 6073.737305
	Iteration 31Q: 3 clusters Score -2.761932e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 205247 members 
Entering Unmasked Estep 
Score: -27619318.000000 Penalty: 6073.737305
	Iteration 32Q: 3 clusters Score -2.761932e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 205308 members 
Entering Unmasked Estep 
Score: -27619328.000000 Penalty: 6073.737305
	Iteration 33Q: 3 clusters Score -2.761933e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 205367 members 
Entering Unmasked Estep 
Score: -27619324.000000 Penalty: 6073.737305
	Iteration 34Q: 3 clusters Score -2.761932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 205410 members 
Entering Unmasked Estep 
Score: -27619310.000000 Penalty: 6073.737305
	Iteration 35Q: 3 clusters Score -2.761931e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 205453 members 
Entering Unmasked Estep 
Score: -27619330.000000 Penalty: 6073.737305
	Iteration 36Q: 3 clusters Score -2.761933e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 205497 members 
Entering Unmasked Estep 
Score: -27619324.000000 Penalty: 6073.737305
	Iteration 37Q: 3 clusters Score -2.761932e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 205534 members 
Entering Unmasked Estep 
Score: -27619276.000000 Penalty: 6073.737305
	Iteration 38Q: 3 clusters Score -2.761928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 205557 members 
Entering Unmasked Estep 
Score: -27619268.000000 Penalty: 6073.737305
	Iteration 39Q: 3 clusters Score -2.761927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 205581 members 
Entering Unmasked Estep 
Score: -27619302.000000 Penalty: 6073.737305
	Iteration 40F: 3 clusters Score -2.76193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 205595 members 
Entering Unmasked Estep 
Score: -27619324.000000 Penalty: 6073.737305
	Iteration 41Q: 3 clusters Score -2.761932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 205607 members 
Entering Unmasked Estep 
Score: -27619302.000000 Penalty: 6073.737305
	Iteration 42Q: 3 clusters Score -2.76193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 205619 members 
Entering Unmasked Estep 
Score: -27619290.000000 Penalty: 6073.737305
	Iteration 43Q: 3 clusters Score -2.761929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 205635 members 
Entering Unmasked Estep 
Score: -27619286.000000 Penalty: 6073.737305
	Iteration 44Q: 3 clusters Score -2.761929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 205651 members 
Entering Unmasked Estep 
Score: -27619262.000000 Penalty: 6073.737305
	Iteration 45Q: 3 clusters Score -2.761926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 205661 members 
Entering Unmasked Estep 
Score: -27619242.000000 Penalty: 6073.737305
	Iteration 46Q: 3 clusters Score -2.761924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 205672 members 
Entering Unmasked Estep 
Score: -27619242.000000 Penalty: 6073.737305
	Iteration 47Q: 3 clusters Score -2.761924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 205688 members 
Entering Unmasked Estep 
Score: -27619216.000000 Penalty: 6073.737305
	Iteration 48Q: 3 clusters Score -2.761922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 205699 members 
Entering Unmasked Estep 
Score: -27619220.000000 Penalty: 6073.737305
	Iteration 49Q: 3 clusters Score -2.761922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 205701 members 
Entering Unmasked Estep 
Score: -27619222.000000 Penalty: 6073.737305
	Iteration 50Q: 3 clusters Score -2.761922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 205707 members 
Entering Unmasked Estep 
Score: -27619224.000000 Penalty: 6073.737305
	Iteration 51Q: 3 clusters Score -2.761922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 205715 members 
Entering Unmasked Estep 
Score: -27619206.000000 Penalty: 6073.737305
	Iteration 52Q: 3 clusters Score -2.761921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 205720 members 
Entering Unmasked Estep 
Score: -27619220.000000 Penalty: 6073.737305
	Iteration 53Q: 3 clusters Score -2.761922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 205725 members 
Entering Unmasked Estep 
Score: -27619220.000000 Penalty: 6073.737305
	Iteration 54Q: 3 clusters Score -2.761922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 205733 members 
Entering Unmasked Estep 
Score: -27619196.000000 Penalty: 6073.737305
	Iteration 55Q: 3 clusters Score -2.76192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 205740 members 
Entering Unmasked Estep 
Score: -27619192.000000 Penalty: 6073.737305
	Iteration 56Q: 3 clusters Score -2.761919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 205751 members 
Entering Unmasked Estep 
Score: -27619212.000000 Penalty: 6073.737305
	Iteration 57Q: 3 clusters Score -2.761921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 205755 members 
Entering Unmasked Estep 
Score: -27619216.000000 Penalty: 6073.737305
	Iteration 58Q: 3 clusters Score -2.761922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 205766 members 
Entering Unmasked Estep 
Score: -27619216.000000 Penalty: 6073.737305
	Iteration 59Q: 3 clusters Score -2.761922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 205776 members 
Entering Unmasked Estep 
Score: -27619228.000000 Penalty: 6073.737305
	Iteration 60F: 3 clusters Score -2.761923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 205784 members 
Entering Unmasked Estep 
Score: -27619220.000000 Penalty: 6073.737305
	Iteration 61Q: 3 clusters Score -2.761922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 205798 members 
Entering Unmasked Estep 
Score: -27619194.000000 Penalty: 6073.737305
	Iteration 62Q: 3 clusters Score -2.761919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 205814 members 
Entering Unmasked Estep 
Score: -27619218.000000 Penalty: 6073.737305
	Iteration 63Q: 3 clusters Score -2.761922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 205827 members 
Entering Unmasked Estep 
Score: -27619220.000000 Penalty: 6073.737305
	Iteration 64Q: 3 clusters Score -2.761922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 205837 members 
Entering Unmasked Estep 
Score: -27619218.000000 Penalty: 6073.737305
	Iteration 65Q: 3 clusters Score -2.761922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 205849 members 
Entering Unmasked Estep 
Score: -27619206.000000 Penalty: 6073.737305
	Iteration 66Q: 3 clusters Score -2.761921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 205870 members 
Entering Unmasked Estep 
Score: -27619192.000000 Penalty: 6073.737305
	Iteration 67Q: 3 clusters Score -2.761919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 205889 members 
Entering Unmasked Estep 
Score: -27619190.000000 Penalty: 6073.737305
	Iteration 68Q: 3 clusters Score -2.761919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 205895 members 
Entering Unmasked Estep 
Score: -27619186.000000 Penalty: 6073.737305
	Iteration 69Q: 3 clusters Score -2.761919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 205907 members 
Entering Unmasked Estep 
Score: -27619184.000000 Penalty: 6073.737305
	Iteration 70Q: 3 clusters Score -2.761918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 205920 members 
Entering Unmasked Estep 
Score: -27619188.000000 Penalty: 6073.737305
	Iteration 71Q: 3 clusters Score -2.761919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 205929 members 
Entering Unmasked Estep 
Score: -27619192.000000 Penalty: 6073.737305
	Iteration 72Q: 3 clusters Score -2.761919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 205938 members 
Entering Unmasked Estep 
Score: -27619196.000000 Penalty: 6073.737305
	Iteration 73Q: 3 clusters Score -2.76192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 205947 members 
Entering Unmasked Estep 
Score: -27619188.000000 Penalty: 6073.737305
	Iteration 74Q: 3 clusters Score -2.761919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 205955 members 
Entering Unmasked Estep 
Score: -27619178.000000 Penalty: 6073.737305
	Iteration 75Q: 3 clusters Score -2.761918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 205959 members 
Entering Unmasked Estep 
Score: -27619176.000000 Penalty: 6073.737305
	Iteration 76Q: 3 clusters Score -2.761918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 205961 members 
Entering Unmasked Estep 
Score: -27619186.000000 Penalty: 6073.737305
	Iteration 77Q: 3 clusters Score -2.761919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 205964 members 
Entering Unmasked Estep 
Score: -27619206.000000 Penalty: 6073.737305
	Iteration 78Q: 3 clusters Score -2.761921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 205968 members 
Entering Unmasked Estep 
Score: -27619204.000000 Penalty: 6073.737305
	Iteration 79Q: 3 clusters Score -2.76192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 205970 members 
Entering Unmasked Estep 
Score: -27619194.000000 Penalty: 6073.737305
	Iteration 80F: 3 clusters Score -2.761919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -27619190.000000 Penalty: 6073.737305
	Iteration 81Q: 3 clusters Score -2.761919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 205973 members 
Entering Unmasked Estep 
Score: -27619188.000000 Penalty: 6073.737305
	Iteration 82Q: 3 clusters Score -2.761919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 205975 members 
Entering Unmasked Estep 
Score: -27619198.000000 Penalty: 6073.737305
	Iteration 83Q: 3 clusters Score -2.76192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -27619184.000000 Penalty: 6073.737305
	Iteration 84Q: 3 clusters Score -2.761918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 205978 members 
Entering Unmasked Estep 
Score: -27619186.000000 Penalty: 6073.737305
	Iteration 85Q: 3 clusters Score -2.761919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 205978 members 
Entering Unmasked Estep 
Score: -27619186.000000 Penalty: 6073.737305
	Iteration 86F: 3 clusters Score -2.761919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Entering Unmasked Estep 
Score: -1820477.500000 Penalty: 2358.645264
	Iteration 0F: 2 clusters Score -1820478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1810544.875000 Penalty: 4717.290527
	Iteration 0F: 3 clusters Score -1810545 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1814046.625000 Penalty: 4717.290527
	Iteration 1F: 3 clusters Score -1814047 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1815021.000000 Penalty: 4717.290527
	Iteration 2F: 3 clusters Score -1815021 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1816039.625000 Penalty: 4717.290527
	Iteration 3F: 3 clusters Score -1816040 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1816922.500000 Penalty: 4717.290527
	Iteration 4F: 3 clusters Score -1816922 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1817545.750000 Penalty: 4717.290527
	Iteration 5F: 3 clusters Score -1817546 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1818034.750000 Penalty: 4717.290527
	Iteration 6F: 3 clusters Score -1818035 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1818379.750000 Penalty: 4717.290527
	Iteration 7Q: 3 clusters Score -1818380 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1818633.375000 Penalty: 4717.290527
	Iteration 8Q: 3 clusters Score -1818633 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1818830.125000 Penalty: 4717.290527
	Iteration 9Q: 3 clusters Score -1818830 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1818972.375000 Penalty: 4717.290527
	Iteration 10Q: 3 clusters Score -1818972 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1819078.250000 Penalty: 4717.290527
	Iteration 11Q: 3 clusters Score -1819078 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1819150.000000 Penalty: 4717.290527
	Iteration 12Q: 3 clusters Score -1819150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1819189.250000 Penalty: 4717.290527
	Iteration 13Q: 3 clusters Score -1819189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1819217.875000 Penalty: 4717.290527
	Iteration 14Q: 3 clusters Score -1819218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1819242.750000 Penalty: 4717.290527
	Iteration 15Q: 3 clusters Score -1819243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1819260.750000 Penalty: 4717.290527
	Iteration 16Q: 3 clusters Score -1819261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1819277.000000 Penalty: 4717.290527
	Iteration 17Q: 3 clusters Score -1819277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1819287.250000 Penalty: 4717.290527
	Iteration 18Q: 3 clusters Score -1819287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1819300.125000 Penalty: 4717.290527
	Iteration 19Q: 3 clusters Score -1819300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1819309.875000 Penalty: 4717.290527
	Iteration 20F: 3 clusters Score -1819310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1819317.000000 Penalty: 4717.290527
	Iteration 21Q: 3 clusters Score -1819317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1819322.000000 Penalty: 4717.290527
	Iteration 22Q: 3 clusters Score -1819322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1819321.500000 Penalty: 4717.290527
	Iteration 23Q: 3 clusters Score -1819322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1819323.625000 Penalty: 4717.290527
	Iteration 24Q: 3 clusters Score -1819324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1819325.375000 Penalty: 4717.290527
	Iteration 25Q: 3 clusters Score -1819325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1819326.500000 Penalty: 4717.290527
	Iteration 26Q: 3 clusters Score -1819326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1819328.125000 Penalty: 4717.290527
	Iteration 27Q: 3 clusters Score -1819328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1819332.250000 Penalty: 4717.290527
	Iteration 28Q: 3 clusters Score -1819332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1819335.750000 Penalty: 4717.290527
	Iteration 29Q: 3 clusters Score -1819336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1819335.000000 Penalty: 4717.290527
	Iteration 30Q: 3 clusters Score -1819335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1819334.375000 Penalty: 4717.290527
	Iteration 31Q: 3 clusters Score -1819334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1819337.375000 Penalty: 4717.290527
	Iteration 32Q: 3 clusters Score -1819337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1819337.125000 Penalty: 4717.290527
	Iteration 33Q: 3 clusters Score -1819337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1819339.000000 Penalty: 4717.290527
	Iteration 34Q: 3 clusters Score -1819339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1819340.250000 Penalty: 4717.290527
	Iteration 35Q: 3 clusters Score -1819340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1819339.125000 Penalty: 4717.290527
	Iteration 36Q: 3 clusters Score -1819339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1819341.875000 Penalty: 4717.290527
	Iteration 37Q: 3 clusters Score -1819342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1819343.375000 Penalty: 4717.290527
	Iteration 38Q: 3 clusters Score -1819343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1819343.375000 Penalty: 4717.290527
	Iteration 39F: 3 clusters Score -1819343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Entering Unmasked Estep 
Score: -5684793.500000 Penalty: 2649.854492
	Iteration 0F: 2 clusters Score -5684794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -5655300.500000 Penalty: 5299.708984
	Iteration 0F: 3 clusters Score -5655300 nChanged 20078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -5666368.500000 Penalty: 5299.708984
	Iteration 1F: 3 clusters Score -5666368 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5666839.000000 Penalty: 5299.708984
	Iteration 2Q: 3 clusters Score -5666839 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -5667269.500000 Penalty: 5299.708984
	Iteration 3Q: 3 clusters Score -5667270 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5667781.000000 Penalty: 5299.708984
	Iteration 4Q: 3 clusters Score -5667781 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -5668523.500000 Penalty: 5299.708984
	Iteration 5Q: 3 clusters Score -5668524 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5669680.000000 Penalty: 5299.708984
	Iteration 6F: 3 clusters Score -5669680 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -5671362.000000 Penalty: 5299.708984
	Iteration 7F: 3 clusters Score -5671362 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -5673378.500000 Penalty: 5299.708984
	Iteration 8F: 3 clusters Score -5673378 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -5675142.000000 Penalty: 5299.708984
	Iteration 9F: 3 clusters Score -5675142 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5676352.000000 Penalty: 5299.708984
	Iteration 10Q: 3 clusters Score -5676352 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -5677002.500000 Penalty: 5299.708984
	Iteration 11Q: 3 clusters Score -5677002 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -5677374.000000 Penalty: 5299.708984
	Iteration 12Q: 3 clusters Score -5677374 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -5677637.000000 Penalty: 5299.708984
	Iteration 13Q: 3 clusters Score -5677637 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -5677915.500000 Penalty: 5299.708984
	Iteration 14Q: 3 clusters Score -5677916 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5678314.000000 Penalty: 5299.708984
	Iteration 15Q: 3 clusters Score -5678314 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5678807.500000 Penalty: 5299.708984
	Iteration 16Q: 3 clusters Score -5678808 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5679489.500000 Penalty: 5299.708984
	Iteration 17Q: 3 clusters Score -5679490 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -5680361.500000 Penalty: 5299.708984
	Iteration 18Q: 3 clusters Score -5680362 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -5681363.500000 Penalty: 5299.708984
	Iteration 19Q: 3 clusters Score -5681364 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -5681964.000000 Penalty: 5299.708984
	Iteration 20F: 3 clusters Score -5681964 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -5682236.000000 Penalty: 5299.708984
	Iteration 21Q: 3 clusters Score -5682236 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5682342.500000 Penalty: 5299.708984
	Iteration 22Q: 3 clusters Score -5682342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5682407.000000 Penalty: 5299.708984
	Iteration 23Q: 3 clusters Score -5682407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -5682455.000000 Penalty: 5299.708984
	Iteration 24Q: 3 clusters Score -5682455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -5682485.500000 Penalty: 5299.708984
	Iteration 25Q: 3 clusters Score -5682486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5682496.000000 Penalty: 5299.708984
	Iteration 26Q: 3 clusters Score -5682496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -5682511.000000 Penalty: 5299.708984
	Iteration 27Q: 3 clusters Score -5682511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5682538.000000 Penalty: 5299.708984
	Iteration 28Q: 3 clusters Score -5682538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5682561.000000 Penalty: 5299.708984
	Iteration 29Q: 3 clusters Score -5682561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5682584.500000 Penalty: 5299.708984
	Iteration 30Q: 3 clusters Score -5682584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5682616.500000 Penalty: 5299.708984
	Iteration 31Q: 3 clusters Score -5682616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -5682635.000000 Penalty: 5299.708984
	Iteration 32Q: 3 clusters Score -5682635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5682645.500000 Penalty: 5299.708984
	Iteration 33Q: 3 clusters Score -5682646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -5682647.000000 Penalty: 5299.708984
	Iteration 34Q: 3 clusters Score -5682647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -5682647.000000 Penalty: 5299.708984
	Iteration 35F: 3 clusters Score -5682647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Entering Unmasked Estep 
Score: -2721364.000000 Penalty: 2476.056641
	Iteration 0F: 2 clusters Score -2721364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2706196.000000 Penalty: 4952.113281
	Iteration 0F: 3 clusters Score -2706196 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2711412.250000 Penalty: 4952.113281
	Iteration 1F: 3 clusters Score -2711412 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2711819.500000 Penalty: 4952.113281
	Iteration 2F: 3 clusters Score -2711820 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2712232.000000 Penalty: 4952.113281
	Iteration 3Q: 3 clusters Score -2712232 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2712648.250000 Penalty: 4952.113281
	Iteration 4Q: 3 clusters Score -2712648 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2713166.250000 Penalty: 4952.113281
	Iteration 5Q: 3 clusters Score -2713166 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2713835.750000 Penalty: 4952.113281
	Iteration 6Q: 3 clusters Score -2713836 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2714681.000000 Penalty: 4952.113281
	Iteration 7F: 3 clusters Score -2714681 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2715562.000000 Penalty: 4952.113281
	Iteration 8F: 3 clusters Score -2715562 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2716332.750000 Penalty: 4952.113281
	Iteration 9Q: 3 clusters Score -2716333 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2716981.000000 Penalty: 4952.113281
	Iteration 10Q: 3 clusters Score -2716981 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2717430.500000 Penalty: 4952.113281
	Iteration 11Q: 3 clusters Score -2717430 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2717747.500000 Penalty: 4952.113281
	Iteration 12Q: 3 clusters Score -2717748 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2718014.250000 Penalty: 4952.113281
	Iteration 13Q: 3 clusters Score -2718014 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2718207.750000 Penalty: 4952.113281
	Iteration 14Q: 3 clusters Score -2718208 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2718348.500000 Penalty: 4952.113281
	Iteration 15Q: 3 clusters Score -2718348 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2718470.000000 Penalty: 4952.113281
	Iteration 16Q: 3 clusters Score -2718470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2718556.250000 Penalty: 4952.113281
	Iteration 17Q: 3 clusters Score -2718556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2718636.750000 Penalty: 4952.113281
	Iteration 18Q: 3 clusters Score -2718637 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2718698.500000 Penalty: 4952.113281
	Iteration 19Q: 3 clusters Score -2718698 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2718761.750000 Penalty: 4952.113281
	Iteration 20F: 3 clusters Score -2718762 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2718800.500000 Penalty: 4952.113281
	Iteration 21Q: 3 clusters Score -2718800 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2718843.250000 Penalty: 4952.113281
	Iteration 22Q: 3 clusters Score -2718843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2718891.500000 Penalty: 4952.113281
	Iteration 23Q: 3 clusters Score -2718892 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2718930.750000 Penalty: 4952.113281
	Iteration 24Q: 3 clusters Score -2718931 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2718970.250000 Penalty: 4952.113281
	Iteration 25Q: 3 clusters Score -2718970 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2718998.750000 Penalty: 4952.113281
	Iteration 26Q: 3 clusters Score -2718999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2719028.000000 Penalty: 4952.113281
	Iteration 27Q: 3 clusters Score -2719028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2719048.000000 Penalty: 4952.113281
	Iteration 28Q: 3 clusters Score -2719048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2719068.000000 Penalty: 4952.113281
	Iteration 29Q: 3 clusters Score -2719068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2719089.750000 Penalty: 4952.113281
	Iteration 30Q: 3 clusters Score -2719090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2719105.500000 Penalty: 4952.113281
	Iteration 31Q: 3 clusters Score -2719106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2719122.000000 Penalty: 4952.113281
	Iteration 32Q: 3 clusters Score -2719122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2719139.500000 Penalty: 4952.113281
	Iteration 33Q: 3 clusters Score -2719140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2719155.500000 Penalty: 4952.113281
	Iteration 34Q: 3 clusters Score -2719156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2719165.750000 Penalty: 4952.113281
	Iteration 35Q: 3 clusters Score -2719166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2719185.000000 Penalty: 4952.113281
	Iteration 36Q: 3 clusters Score -2719185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2719194.000000 Penalty: 4952.113281
	Iteration 37Q: 3 clusters Score -2719194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2719209.000000 Penalty: 4952.113281
	Iteration 38Q: 3 clusters Score -2719209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2719219.750000 Penalty: 4952.113281
	Iteration 39Q: 3 clusters Score -2719220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2719224.750000 Penalty: 4952.113281
	Iteration 40F: 3 clusters Score -2719225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2719233.750000 Penalty: 4952.113281
	Iteration 41Q: 3 clusters Score -2719234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2719240.750000 Penalty: 4952.113281
	Iteration 42Q: 3 clusters Score -2719241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2719247.750000 Penalty: 4952.113281
	Iteration 43Q: 3 clusters Score -2719248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2719255.000000 Penalty: 4952.113281
	Iteration 44Q: 3 clusters Score -2719255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2719260.750000 Penalty: 4952.113281
	Iteration 45Q: 3 clusters Score -2719261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2719263.000000 Penalty: 4952.113281
	Iteration 46Q: 3 clusters Score -2719263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2719266.500000 Penalty: 4952.113281
	Iteration 47Q: 3 clusters Score -2719266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2719270.250000 Penalty: 4952.113281
	Iteration 48Q: 3 clusters Score -2719270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2719275.250000 Penalty: 4952.113281
	Iteration 49Q: 3 clusters Score -2719275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2719275.750000 Penalty: 4952.113281
	Iteration 50Q: 3 clusters Score -2719276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2719276.500000 Penalty: 4952.113281
	Iteration 51Q: 3 clusters Score -2719276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2719270.250000 Penalty: 4952.113281
	Iteration 52Q: 3 clusters Score -2719270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2719275.000000 Penalty: 4952.113281
	Iteration 53Q: 3 clusters Score -2719275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2719274.500000 Penalty: 4952.113281
	Iteration 54Q: 3 clusters Score -2719274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2719280.000000 Penalty: 4952.113281
	Iteration 55Q: 3 clusters Score -2719280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2719278.250000 Penalty: 4952.113281
	Iteration 56Q: 3 clusters Score -2719278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2719278.250000 Penalty: 4952.113281
	Iteration 57Q: 3 clusters Score -2719278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2719278.500000 Penalty: 4952.113281
	Iteration 58Q: 3 clusters Score -2719278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2719277.750000 Penalty: 4952.113281
	Iteration 59Q: 3 clusters Score -2719278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2719277.500000 Penalty: 4952.113281
	Iteration 60F: 3 clusters Score -2719278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2719280.250000 Penalty: 4952.113281
	Iteration 61Q: 3 clusters Score -2719280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2719283.500000 Penalty: 4952.113281
	Iteration 62Q: 3 clusters Score -2719284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2719286.500000 Penalty: 4952.113281
	Iteration 63Q: 3 clusters Score -2719286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2719286.250000 Penalty: 4952.113281
	Iteration 64Q: 3 clusters Score -2719286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2719291.500000 Penalty: 4952.113281
	Iteration 65Q: 3 clusters Score -2719292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2719293.000000 Penalty: 4952.113281
	Iteration 66Q: 3 clusters Score -2719293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2719293.000000 Penalty: 4952.113281
	Iteration 67F: 3 clusters Score -2719293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -263169.625000 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -263169.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -260537.343750 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -260537.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -261004.078125 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -261004.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -261103.671875 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -261103.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -261178.828125 Penalty: 3774.491699
	Iteration 3Q: 3 clusters Score -261178.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -261239.828125 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -261239.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -261327.296875 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -261327.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -261454.671875 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -261454.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -261634.734375 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -261634.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -261829.156250 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -261829.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -261938.671875 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -261938.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -262005.562500 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -262005.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -262050.531250 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -262050.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -262078.562500 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -262078.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -262109.406250 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -262109.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -262140.093750 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -262140.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -262177.031250 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -262177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -262197.062500 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -262197.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -262208.218750 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -262208.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -262220.125000 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -262220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -262228.031250 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -262228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -262234.093750 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -262234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -262237.812500 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -262237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -262242.187500 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -262242.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -262254.531250 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -262254.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -262267.031250 Penalty: 3774.491699
	Iteration 24Q: 3 clusters Score -262267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -262284.093750 Penalty: 3774.491699
	Iteration 25Q: 3 clusters Score -262284.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -262297.125000 Penalty: 3774.491699
	Iteration 26Q: 3 clusters Score -262297.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -262313.687500 Penalty: 3774.491699
	Iteration 27Q: 3 clusters Score -262313.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -262327.406250 Penalty: 3774.491699
	Iteration 28Q: 3 clusters Score -262327.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -262339.437500 Penalty: 3774.491699
	Iteration 29Q: 3 clusters Score -262339.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -262352.937500 Penalty: 3774.491699
	Iteration 30Q: 3 clusters Score -262352.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -262359.156250 Penalty: 3774.491699
	Iteration 31Q: 3 clusters Score -262359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -262363.031250 Penalty: 3774.491699
	Iteration 32Q: 3 clusters Score -262363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -262365.093750 Penalty: 3774.491699
	Iteration 33Q: 3 clusters Score -262365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -262368.218750 Penalty: 3774.491699
	Iteration 34Q: 3 clusters Score -262368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -262368.406250 Penalty: 3774.491699
	Iteration 35Q: 3 clusters Score -262368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -262368.406250 Penalty: 3774.491699
	Iteration 36F: 3 clusters Score -262368.4 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: -86653.804688 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -86653.8 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 410 members 
Entering Unmasked Estep 
Score: -84983.273438 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -84983.27 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85631.750000 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -85631.75 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86031.882812 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -86031.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86362.742188 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -86362.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86627.265625 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -86627.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86757.718750 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -86757.72 nChanged 14
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: -86807.039062 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -86807.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86839.625000 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -86839.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86876.234375 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -86876.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86895.898438 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -86895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86895.898438 Penalty: 3313.704102
	Iteration 10F: 3 clusters Score -86895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22804 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196434 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208030 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34740 members 
Mstep: Class 34 contains 436 members 
Entering Unmasked Estep 
Score: -133250824.000000 Penalty: 116723.625000
Splitting cluster 26 changes total score from -133252600.000000 to -133250824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (16911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Entering Unmasked Estep 
Score: -2284942.250000 Penalty: 2414.458496
	Iteration 0F: 2 clusters Score -2284942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2272890.000000 Penalty: 4828.916992
	Iteration 0F: 3 clusters Score -2272890 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2276787.250000 Penalty: 4828.916992
	Iteration 1F: 3 clusters Score -2276787 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2277197.250000 Penalty: 4828.916992
	Iteration 2F: 3 clusters Score -2277197 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2277615.000000 Penalty: 4828.916992
	Iteration 3F: 3 clusters Score -2277615 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2278060.250000 Penalty: 4828.916992
	Iteration 4Q: 3 clusters Score -2278060 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2278499.250000 Penalty: 4828.916992
	Iteration 5Q: 3 clusters Score -2278499 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2278924.750000 Penalty: 4828.916992
	Iteration 6Q: 3 clusters Score -2278925 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2279345.250000 Penalty: 4828.916992
	Iteration 7Q: 3 clusters Score -2279345 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2279707.750000 Penalty: 4828.916992
	Iteration 8Q: 3 clusters Score -2279708 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2280081.000000 Penalty: 4828.916992
	Iteration 9Q: 3 clusters Score -2280081 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2280399.500000 Penalty: 4828.916992
	Iteration 10Q: 3 clusters Score -2280400 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2280667.250000 Penalty: 4828.916992
	Iteration 11Q: 3 clusters Score -2280667 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2280890.000000 Penalty: 4828.916992
	Iteration 12Q: 3 clusters Score -2280890 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2281038.000000 Penalty: 4828.916992
	Iteration 13Q: 3 clusters Score -2281038 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2281161.750000 Penalty: 4828.916992
	Iteration 14Q: 3 clusters Score -2281162 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2281248.750000 Penalty: 4828.916992
	Iteration 15Q: 3 clusters Score -2281249 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2281308.750000 Penalty: 4828.916992
	Iteration 16Q: 3 clusters Score -2281309 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2281348.250000 Penalty: 4828.916992
	Iteration 17Q: 3 clusters Score -2281348 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2281376.250000 Penalty: 4828.916992
	Iteration 18Q: 3 clusters Score -2281376 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2281404.250000 Penalty: 4828.916992
	Iteration 19Q: 3 clusters Score -2281404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2281420.750000 Penalty: 4828.916992
	Iteration 20F: 3 clusters Score -2281421 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2281435.500000 Penalty: 4828.916992
	Iteration 21Q: 3 clusters Score -2281436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2281452.000000 Penalty: 4828.916992
	Iteration 22Q: 3 clusters Score -2281452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2281459.750000 Penalty: 4828.916992
	Iteration 23Q: 3 clusters Score -2281460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2281480.000000 Penalty: 4828.916992
	Iteration 24Q: 3 clusters Score -2281480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2281490.750000 Penalty: 4828.916992
	Iteration 25Q: 3 clusters Score -2281491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2281507.000000 Penalty: 4828.916992
	Iteration 26Q: 3 clusters Score -2281507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2281511.500000 Penalty: 4828.916992
	Iteration 27Q: 3 clusters Score -2281512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2281528.250000 Penalty: 4828.916992
	Iteration 28Q: 3 clusters Score -2281528 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2281536.000000 Penalty: 4828.916992
	Iteration 29Q: 3 clusters Score -2281536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2281545.500000 Penalty: 4828.916992
	Iteration 30Q: 3 clusters Score -2281546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2281557.250000 Penalty: 4828.916992
	Iteration 31Q: 3 clusters Score -2281557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2281558.500000 Penalty: 4828.916992
	Iteration 32Q: 3 clusters Score -2281558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2281568.750000 Penalty: 4828.916992
	Iteration 33Q: 3 clusters Score -2281569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2281580.000000 Penalty: 4828.916992
	Iteration 34Q: 3 clusters Score -2281580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2281589.750000 Penalty: 4828.916992
	Iteration 35Q: 3 clusters Score -2281590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2281587.750000 Penalty: 4828.916992
	Iteration 36Q: 3 clusters Score -2281588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2281600.000000 Penalty: 4828.916992
	Iteration 37Q: 3 clusters Score -2281600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2281606.250000 Penalty: 4828.916992
	Iteration 38Q: 3 clusters Score -2281606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2281619.000000 Penalty: 4828.916992
	Iteration 39Q: 3 clusters Score -2281619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2281627.250000 Penalty: 4828.916992
	Iteration 40F: 3 clusters Score -2281627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2281636.750000 Penalty: 4828.916992
	Iteration 41Q: 3 clusters Score -2281637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2281653.500000 Penalty: 4828.916992
	Iteration 42Q: 3 clusters Score -2281654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2281666.500000 Penalty: 4828.916992
	Iteration 43Q: 3 clusters Score -2281666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2281680.500000 Penalty: 4828.916992
	Iteration 44Q: 3 clusters Score -2281680 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2281696.000000 Penalty: 4828.916992
	Iteration 45Q: 3 clusters Score -2281696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2281717.500000 Penalty: 4828.916992
	Iteration 46Q: 3 clusters Score -2281718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2281734.750000 Penalty: 4828.916992
	Iteration 47Q: 3 clusters Score -2281735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2281758.500000 Penalty: 4828.916992
	Iteration 48Q: 3 clusters Score -2281758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2281782.750000 Penalty: 4828.916992
	Iteration 49Q: 3 clusters Score -2281783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2281809.750000 Penalty: 4828.916992
	Iteration 50Q: 3 clusters Score -2281810 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2281834.000000 Penalty: 4828.916992
	Iteration 51Q: 3 clusters Score -2281834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2281856.750000 Penalty: 4828.916992
	Iteration 52Q: 3 clusters Score -2281857 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
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Entering Unmasked Estep 
Score: -2281878.750000 Penalty: 4828.916992
	Iteration 53Q: 3 clusters Score -2281879 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2281894.500000 Penalty: 4828.916992
	Iteration 54Q: 3 clusters Score -2281894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2281907.000000 Penalty: 4828.916992
	Iteration 55Q: 3 clusters Score -2281907 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9753 members 
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Entering Unmasked Estep 
Score: -2281932.000000 Penalty: 4828.916992
	Iteration 56Q: 3 clusters Score -2281932 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9810 members 
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Entering Unmasked Estep 
Score: -2281939.000000 Penalty: 4828.916992
	Iteration 57Q: 3 clusters Score -2281939 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2281953.000000 Penalty: 4828.916992
	Iteration 58Q: 3 clusters Score -2281953 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2281963.500000 Penalty: 4828.916992
	Iteration 59Q: 3 clusters Score -2281964 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2281977.250000 Penalty: 4828.916992
	Iteration 60F: 3 clusters Score -2281977 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2281991.500000 Penalty: 4828.916992
	Iteration 61Q: 3 clusters Score -2281992 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2282002.250000 Penalty: 4828.916992
	Iteration 62Q: 3 clusters Score -2282002 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2282011.000000 Penalty: 4828.916992
	Iteration 63Q: 3 clusters Score -2282011 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10260 members 
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Entering Unmasked Estep 
Score: -2282026.250000 Penalty: 4828.916992
	Iteration 64Q: 3 clusters Score -2282026 nChanged 69
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Mstep: Class 1 contains 10325 members 
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Entering Unmasked Estep 
Score: -2282037.750000 Penalty: 4828.916992
	Iteration 65Q: 3 clusters Score -2282038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2282049.250000 Penalty: 4828.916992
	Iteration 66Q: 3 clusters Score -2282049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2282062.500000 Penalty: 4828.916992
	Iteration 67Q: 3 clusters Score -2282062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2282069.750000 Penalty: 4828.916992
	Iteration 68Q: 3 clusters Score -2282070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2282090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2282103.000000 Penalty: 4828.916992
	Iteration 70Q: 3 clusters Score -2282103 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2282120.000000 Penalty: 4828.916992
	Iteration 71Q: 3 clusters Score -2282120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2282126.250000 Penalty: 4828.916992
	Iteration 72Q: 3 clusters Score -2282126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2282140.750000 Penalty: 4828.916992
	Iteration 73Q: 3 clusters Score -2282141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2282163.250000 Penalty: 4828.916992
	Iteration 74Q: 3 clusters Score -2282163 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2282181.750000 Penalty: 4828.916992
	Iteration 75Q: 3 clusters Score -2282182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2282186.750000 Penalty: 4828.916992
	Iteration 76Q: 3 clusters Score -2282187 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2282208.750000 Penalty: 4828.916992
	Iteration 77Q: 3 clusters Score -2282209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2282232.500000 Penalty: 4828.916992
	Iteration 78Q: 3 clusters Score -2282232 nChanged 83
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Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2282250.000000 Penalty: 4828.916992
	Iteration 79Q: 3 clusters Score -2282250 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2282269.000000 Penalty: 4828.916992
	Iteration 80F: 3 clusters Score -2282269 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2282290.750000 Penalty: 4828.916992
	Iteration 81Q: 3 clusters Score -2282291 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11631 members 
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Entering Unmasked Estep 
Score: -2282309.250000 Penalty: 4828.916992
	Iteration 82Q: 3 clusters Score -2282309 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2282319.250000 Penalty: 4828.916992
	Iteration 83Q: 3 clusters Score -2282319 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2282335.750000 Penalty: 4828.916992
	Iteration 84Q: 3 clusters Score -2282336 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2282344.750000 Penalty: 4828.916992
	Iteration 85Q: 3 clusters Score -2282345 nChanged 73
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Mstep: Class 1 contains 11891 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2282358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2282374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2282389 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2282410.500000 Penalty: 4828.916992
	Iteration 89Q: 3 clusters Score -2282410 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12212 members 
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Entering Unmasked Estep 
Score: -2282424.250000 Penalty: 4828.916992
	Iteration 90Q: 3 clusters Score -2282424 nChanged 87
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Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2282444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2282460.750000 Penalty: 4828.916992
	Iteration 92Q: 3 clusters Score -2282461 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2282490 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2282495.000000 Penalty: 4828.916992
	Iteration 94Q: 3 clusters Score -2282495 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12603 members 
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Entering Unmasked Estep 
Score: -2282509.250000 Penalty: 4828.916992
	Iteration 95Q: 3 clusters Score -2282509 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2282528.000000 Penalty: 4828.916992
	Iteration 96Q: 3 clusters Score -2282528 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2282533.750000 Penalty: 4828.916992
	Iteration 97Q: 3 clusters Score -2282534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2282556.250000 Penalty: 4828.916992
	Iteration 98Q: 3 clusters Score -2282556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2282570.250000 Penalty: 4828.916992
	Iteration 99Q: 3 clusters Score -2282570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2282587.250000 Penalty: 4828.916992
	Iteration 100F: 3 clusters Score -2282587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2282596.250000 Penalty: 4828.916992
	Iteration 101Q: 3 clusters Score -2282596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2282605.250000 Penalty: 4828.916992
	Iteration 102Q: 3 clusters Score -2282605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2282621.000000 Penalty: 4828.916992
	Iteration 103Q: 3 clusters Score -2282621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2282643.750000 Penalty: 4828.916992
	Iteration 104Q: 3 clusters Score -2282644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2282667.000000 Penalty: 4828.916992
	Iteration 105Q: 3 clusters Score -2282667 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2282675.750000 Penalty: 4828.916992
	Iteration 106Q: 3 clusters Score -2282676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2282689.750000 Penalty: 4828.916992
	Iteration 107Q: 3 clusters Score -2282690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2282702.500000 Penalty: 4828.916992
	Iteration 108Q: 3 clusters Score -2282702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2282724.500000 Penalty: 4828.916992
	Iteration 109Q: 3 clusters Score -2282724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2282742.000000 Penalty: 4828.916992
	Iteration 110Q: 3 clusters Score -2282742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2282758.250000 Penalty: 4828.916992
	Iteration 111Q: 3 clusters Score -2282758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2282777.750000 Penalty: 4828.916992
	Iteration 112Q: 3 clusters Score -2282778 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2282799.750000 Penalty: 4828.916992
	Iteration 113Q: 3 clusters Score -2282800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2282819.000000 Penalty: 4828.916992
	Iteration 114Q: 3 clusters Score -2282819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2282830.000000 Penalty: 4828.916992
	Iteration 115Q: 3 clusters Score -2282830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2282847.250000 Penalty: 4828.916992
	Iteration 116Q: 3 clusters Score -2282847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2282865.000000 Penalty: 4828.916992
	Iteration 117Q: 3 clusters Score -2282865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2282878.000000 Penalty: 4828.916992
	Iteration 118Q: 3 clusters Score -2282878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2282893.250000 Penalty: 4828.916992
	Iteration 119Q: 3 clusters Score -2282893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2282909.500000 Penalty: 4828.916992
	Iteration 120F: 3 clusters Score -2282910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2282930.500000 Penalty: 4828.916992
	Iteration 121Q: 3 clusters Score -2282930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2282950.000000 Penalty: 4828.916992
	Iteration 122Q: 3 clusters Score -2282950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2282957.500000 Penalty: 4828.916992
	Iteration 123Q: 3 clusters Score -2282958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2282972.750000 Penalty: 4828.916992
	Iteration 124Q: 3 clusters Score -2282973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2282981.500000 Penalty: 4828.916992
	Iteration 125Q: 3 clusters Score -2282982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2282986.250000 Penalty: 4828.916992
	Iteration 126Q: 3 clusters Score -2282986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2283001.500000 Penalty: 4828.916992
	Iteration 127Q: 3 clusters Score -2283002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2283005.750000 Penalty: 4828.916992
	Iteration 128Q: 3 clusters Score -2283006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2283004.000000 Penalty: 4828.916992
	Iteration 129Q: 3 clusters Score -2283004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2283008.500000 Penalty: 4828.916992
	Iteration 130Q: 3 clusters Score -2283008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2283010.750000 Penalty: 4828.916992
	Iteration 131Q: 3 clusters Score -2283011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2283014.500000 Penalty: 4828.916992
	Iteration 132Q: 3 clusters Score -2283014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2283013.750000 Penalty: 4828.916992
	Iteration 133Q: 3 clusters Score -2283014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2283013.750000 Penalty: 4828.916992
	Iteration 134Q: 3 clusters Score -2283014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2283017.000000 Penalty: 4828.916992
	Iteration 135Q: 3 clusters Score -2283017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2283018.000000 Penalty: 4828.916992
	Iteration 136Q: 3 clusters Score -2283018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2283017.250000 Penalty: 4828.916992
	Iteration 137Q: 3 clusters Score -2283017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2283023.250000 Penalty: 4828.916992
	Iteration 138Q: 3 clusters Score -2283023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2283024.000000 Penalty: 4828.916992
	Iteration 139Q: 3 clusters Score -2283024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2283025.000000 Penalty: 4828.916992
	Iteration 140F: 3 clusters Score -2283025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2283024.500000 Penalty: 4828.916992
	Iteration 141Q: 3 clusters Score -2283024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2283026.750000 Penalty: 4828.916992
	Iteration 142Q: 3 clusters Score -2283027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2283032.250000 Penalty: 4828.916992
	Iteration 143Q: 3 clusters Score -2283032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2283036.500000 Penalty: 4828.916992
	Iteration 144Q: 3 clusters Score -2283036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2283038.750000 Penalty: 4828.916992
	Iteration 145Q: 3 clusters Score -2283039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2283037.250000 Penalty: 4828.916992
	Iteration 146Q: 3 clusters Score -2283037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2283043.250000 Penalty: 4828.916992
	Iteration 147Q: 3 clusters Score -2283043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2283043.750000 Penalty: 4828.916992
	Iteration 148Q: 3 clusters Score -2283044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2283044.750000 Penalty: 4828.916992
	Iteration 149Q: 3 clusters Score -2283045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2283058.500000 Penalty: 4828.916992
	Iteration 150Q: 3 clusters Score -2283058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2283062.500000 Penalty: 4828.916992
	Iteration 151Q: 3 clusters Score -2283062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2283065.500000 Penalty: 4828.916992
	Iteration 152Q: 3 clusters Score -2283066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2283064.500000 Penalty: 4828.916992
	Iteration 153Q: 3 clusters Score -2283064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2283066.250000 Penalty: 4828.916992
	Iteration 154Q: 3 clusters Score -2283066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2283070.000000 Penalty: 4828.916992
	Iteration 155Q: 3 clusters Score -2283070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2283071.500000 Penalty: 4828.916992
	Iteration 156Q: 3 clusters Score -2283072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2283072.750000 Penalty: 4828.916992
	Iteration 157Q: 3 clusters Score -2283073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2283072.750000 Penalty: 4828.916992
	Iteration 158Q: 3 clusters Score -2283073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2283079.000000 Penalty: 4828.916992
	Iteration 159Q: 3 clusters Score -2283079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2283079.000000 Penalty: 4828.916992
	Iteration 160F: 3 clusters Score -2283079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2283083.250000 Penalty: 4828.916992
	Iteration 161Q: 3 clusters Score -2283083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2283082.750000 Penalty: 4828.916992
	Iteration 162Q: 3 clusters Score -2283083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2283081.250000 Penalty: 4828.916992
	Iteration 163Q: 3 clusters Score -2283081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2283083.750000 Penalty: 4828.916992
	Iteration 164Q: 3 clusters Score -2283084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2283083.750000 Penalty: 4828.916992
	Iteration 165Q: 3 clusters Score -2283084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2283084.000000 Penalty: 4828.916992
	Iteration 166Q: 3 clusters Score -2283084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2283085.000000 Penalty: 4828.916992
	Iteration 167Q: 3 clusters Score -2283085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2283085.000000 Penalty: 4828.916992
	Iteration 168F: 3 clusters Score -2283085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -74010.890625 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -74010.89 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 339 members 
Entering Unmasked Estep 
Score: -72384.601562 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -72384.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72785.546875 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -72785.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -72956.960938 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -72956.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73168.562500 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -73168.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73281.570312 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -73281.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73322.828125 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -73322.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73370.140625 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -73370.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73429.187500 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -73429.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73566.929688 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -73566.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73610.789062 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -73610.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73693.101562 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -73693.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73799.570312 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -73799.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73848.328125 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -73848.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73867.445312 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -73867.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73883.695312 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -73883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73886.335938 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -73886.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73889.156250 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -73889.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73891.398438 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -73891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73893.304688 Penalty: 3237.867188
	Iteration 18Q: 3 clusters Score -73893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73903.453125 Penalty: 3237.867188
	Iteration 19F: 3 clusters Score -73903.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73917.539062 Penalty: 3237.867188
	Iteration 20F: 3 clusters Score -73917.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73923.078125 Penalty: 3237.867188
	Iteration 21Q: 3 clusters Score -73923.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73928.726562 Penalty: 3237.867188
	Iteration 22Q: 3 clusters Score -73928.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73930.875000 Penalty: 3237.867188
	Iteration 23Q: 3 clusters Score -73930.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73930.875000 Penalty: 3237.867188
	Iteration 24F: 3 clusters Score -73930.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -417868.687500 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -417868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -414238.375000 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -414238.4 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -415055.750000 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -415055.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -415236.281250 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -415236.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -415372.125000 Penalty: 4067.207031
	Iteration 3Q: 3 clusters Score -415372.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -415478.125000 Penalty: 4067.207031
	Iteration 4Q: 3 clusters Score -415478.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -415542.000000 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -415542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -415595.500000 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -415595.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -415640.218750 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -415640.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -415679.531250 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -415679.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -415716.500000 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -415716.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -415741.218750 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -415741.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -415757.968750 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -415758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -415771.687500 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -415771.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -415788.718750 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -415788.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -415800.781250 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -415800.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -415809.968750 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -415810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -415815.687500 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -415815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -415820.187500 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -415820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -415822.281250 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -415822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -415823.125000 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -415823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -415824.468750 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -415824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -415823.750000 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -415823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -415824.593750 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -415824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -415825.906250 Penalty: 4067.207031
	Iteration 23Q: 3 clusters Score -415825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -415827.625000 Penalty: 4067.207031
	Iteration 24Q: 3 clusters Score -415827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -415830.281250 Penalty: 4067.207031
	Iteration 25Q: 3 clusters Score -415830.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -415832.687500 Penalty: 4067.207031
	Iteration 26Q: 3 clusters Score -415832.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -415835.562500 Penalty: 4067.207031
	Iteration 27Q: 3 clusters Score -415835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -415838.531250 Penalty: 4067.207031
	Iteration 28Q: 3 clusters Score -415838.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -415841.562500 Penalty: 4067.207031
	Iteration 29Q: 3 clusters Score -415841.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -415846.343750 Penalty: 4067.207031
	Iteration 30Q: 3 clusters Score -415846.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -415849.625000 Penalty: 4067.207031
	Iteration 31Q: 3 clusters Score -415849.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -415850.656250 Penalty: 4067.207031
	Iteration 32Q: 3 clusters Score -415850.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -415853.687500 Penalty: 4067.207031
	Iteration 33Q: 3 clusters Score -415853.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -415857.718750 Penalty: 4067.207031
	Iteration 34Q: 3 clusters Score -415857.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -415863.125000 Penalty: 4067.207031
	Iteration 35Q: 3 clusters Score -415863.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -415867.750000 Penalty: 4067.207031
	Iteration 36Q: 3 clusters Score -415867.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -415877.093750 Penalty: 4067.207031
	Iteration 37Q: 3 clusters Score -415877.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -415885.687500 Penalty: 4067.207031
	Iteration 38Q: 3 clusters Score -415885.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -415892.968750 Penalty: 4067.207031
	Iteration 39Q: 3 clusters Score -415893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -415902.812500 Penalty: 4067.207031
	Iteration 40F: 3 clusters Score -415902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -415909.156250 Penalty: 4067.207031
	Iteration 41Q: 3 clusters Score -415909.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -415912.687500 Penalty: 4067.207031
	Iteration 42Q: 3 clusters Score -415912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -415917.968750 Penalty: 4067.207031
	Iteration 43Q: 3 clusters Score -415918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -415924.312500 Penalty: 4067.207031
	Iteration 44Q: 3 clusters Score -415924.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -415930.375000 Penalty: 4067.207031
	Iteration 45Q: 3 clusters Score -415930.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -415934.781250 Penalty: 4067.207031
	Iteration 46Q: 3 clusters Score -415934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -415938.906250 Penalty: 4067.207031
	Iteration 47Q: 3 clusters Score -415938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -415939.843750 Penalty: 4067.207031
	Iteration 48Q: 3 clusters Score -415939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -415942.531250 Penalty: 4067.207031
	Iteration 49Q: 3 clusters Score -415942.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -415946.500000 Penalty: 4067.207031
	Iteration 50Q: 3 clusters Score -415946.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -415949.031250 Penalty: 4067.207031
	Iteration 51Q: 3 clusters Score -415949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -415953.812500 Penalty: 4067.207031
	Iteration 52Q: 3 clusters Score -415953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -415957.843750 Penalty: 4067.207031
	Iteration 53Q: 3 clusters Score -415957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -415960.468750 Penalty: 4067.207031
	Iteration 54Q: 3 clusters Score -415960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -415960.500000 Penalty: 4067.207031
	Iteration 55Q: 3 clusters Score -415960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -415962.062500 Penalty: 4067.207031
	Iteration 56Q: 3 clusters Score -415962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -415963.562500 Penalty: 4067.207031
	Iteration 57Q: 3 clusters Score -415963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -415966.406250 Penalty: 4067.207031
	Iteration 58Q: 3 clusters Score -415966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -415967.812500 Penalty: 4067.207031
	Iteration 59Q: 3 clusters Score -415967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -415968.281250 Penalty: 4067.207031
	Iteration 60F: 3 clusters Score -415968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -415970.062500 Penalty: 4067.207031
	Iteration 61Q: 3 clusters Score -415970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -415971.531250 Penalty: 4067.207031
	Iteration 62Q: 3 clusters Score -415971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -415972.312500 Penalty: 4067.207031
	Iteration 63Q: 3 clusters Score -415972.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -415975.375000 Penalty: 4067.207031
	Iteration 64Q: 3 clusters Score -415975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -415977.218750 Penalty: 4067.207031
	Iteration 65Q: 3 clusters Score -415977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -415980.312500 Penalty: 4067.207031
	Iteration 66Q: 3 clusters Score -415980.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -415984.531250 Penalty: 4067.207031
	Iteration 67Q: 3 clusters Score -415984.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -415990.062500 Penalty: 4067.207031
	Iteration 68Q: 3 clusters Score -415990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -415998.468750 Penalty: 4067.207031
	Iteration 69Q: 3 clusters Score -415998.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -416005.406250 Penalty: 4067.207031
	Iteration 70Q: 3 clusters Score -416005.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -416014.562500 Penalty: 4067.207031
	Iteration 71Q: 3 clusters Score -416014.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -416026.750000 Penalty: 4067.207031
	Iteration 72Q: 3 clusters Score -416026.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -416038.000000 Penalty: 4067.207031
	Iteration 73Q: 3 clusters Score -416038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -416048.531250 Penalty: 4067.207031
	Iteration 74Q: 3 clusters Score -416048.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -416057.562500 Penalty: 4067.207031
	Iteration 75Q: 3 clusters Score -416057.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -416065.093750 Penalty: 4067.207031
	Iteration 76Q: 3 clusters Score -416065.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -416071.562500 Penalty: 4067.207031
	Iteration 77Q: 3 clusters Score -416071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -416076.750000 Penalty: 4067.207031
	Iteration 78Q: 3 clusters Score -416076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -416078.906250 Penalty: 4067.207031
	Iteration 79Q: 3 clusters Score -416078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -416079.343750 Penalty: 4067.207031
	Iteration 80F: 3 clusters Score -416079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -416081.031250 Penalty: 4067.207031
	Iteration 81Q: 3 clusters Score -416081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -416083.125000 Penalty: 4067.207031
	Iteration 82Q: 3 clusters Score -416083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -416085.031250 Penalty: 4067.207031
	Iteration 83Q: 3 clusters Score -416085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -416087.031250 Penalty: 4067.207031
	Iteration 84Q: 3 clusters Score -416087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -416089.281250 Penalty: 4067.207031
	Iteration 85Q: 3 clusters Score -416089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -416092.250000 Penalty: 4067.207031
	Iteration 86Q: 3 clusters Score -416092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -416095.656250 Penalty: 4067.207031
	Iteration 87Q: 3 clusters Score -416095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -416097.281250 Penalty: 4067.207031
	Iteration 88Q: 3 clusters Score -416097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -416101.218750 Penalty: 4067.207031
	Iteration 89Q: 3 clusters Score -416101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -416106.187500 Penalty: 4067.207031
	Iteration 90Q: 3 clusters Score -416106.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -416112.093750 Penalty: 4067.207031
	Iteration 91Q: 3 clusters Score -416112.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -416116.625000 Penalty: 4067.207031
	Iteration 92Q: 3 clusters Score -416116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -416120.593750 Penalty: 4067.207031
	Iteration 93Q: 3 clusters Score -416120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -416121.593750 Penalty: 4067.207031
	Iteration 94Q: 3 clusters Score -416121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -416122.156250 Penalty: 4067.207031
	Iteration 95Q: 3 clusters Score -416122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -416122.156250 Penalty: 4067.207031
	Iteration 96F: 3 clusters Score -416122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -115160.132812 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -115160.1 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 452 members 
Entering Unmasked Estep 
Score: -113300.960938 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -113301 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113625.843750 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -113625.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113735.101562 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -113735.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113805.648438 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -113805.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -113842.671875 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -113842.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113862.585938 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -113862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -113876.750000 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -113876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113884.343750 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -113884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113888.742188 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -113888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113893.687500 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -113893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113897.789062 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -113897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -113903.718750 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -113903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -113914.671875 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -113914.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -113927.890625 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -113927.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -113939.898438 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -113939.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -113962.593750 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -113962.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -113978.046875 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -113978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113986.820312 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -113986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113999.914062 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -113999.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114005.742188 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -114005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114008.085938 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -114008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114013.164062 Penalty: 3378.923096
	Iteration 21Q: 3 clusters Score -114013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114015.414062 Penalty: 3378.923096
	Iteration 22Q: 3 clusters Score -114015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -114017.078125 Penalty: 3378.923096
	Iteration 23Q: 3 clusters Score -114017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -114020.484375 Penalty: 3378.923096
	Iteration 24Q: 3 clusters Score -114020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114025.507812 Penalty: 3378.923096
	Iteration 25Q: 3 clusters Score -114025.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114025.507812 Penalty: 3378.923096
	Iteration 26F: 3 clusters Score -114025.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Entering Unmasked Estep 
Score: -191318.437500 Penalty: 1812.850708
	Iteration 0F: 2 clusters Score -191318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -189046.390625 Penalty: 3625.701416
	Iteration 0F: 3 clusters Score -189046.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -189443.656250 Penalty: 3625.701416
	Iteration 1F: 3 clusters Score -189443.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189587.781250 Penalty: 3625.701416
	Iteration 2F: 3 clusters Score -189587.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189681.250000 Penalty: 3625.701416
	Iteration 3Q: 3 clusters Score -189681.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -189761.078125 Penalty: 3625.701416
	Iteration 4Q: 3 clusters Score -189761.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189808.812500 Penalty: 3625.701416
	Iteration 5Q: 3 clusters Score -189808.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -189858.093750 Penalty: 3625.701416
	Iteration 6Q: 3 clusters Score -189858.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -189916.343750 Penalty: 3625.701416
	Iteration 7Q: 3 clusters Score -189916.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -189971.406250 Penalty: 3625.701416
	Iteration 8Q: 3 clusters Score -189971.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -190047.828125 Penalty: 3625.701416
	Iteration 9Q: 3 clusters Score -190047.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -190137.703125 Penalty: 3625.701416
	Iteration 10Q: 3 clusters Score -190137.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -190268.234375 Penalty: 3625.701416
	Iteration 11Q: 3 clusters Score -190268.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -190427.531250 Penalty: 3625.701416
	Iteration 12Q: 3 clusters Score -190427.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -190664.968750 Penalty: 3625.701416
	Iteration 13F: 3 clusters Score -190665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -190858.312500 Penalty: 3625.701416
	Iteration 14Q: 3 clusters Score -190858.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -191044.531250 Penalty: 3625.701416
	Iteration 15Q: 3 clusters Score -191044.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -191132.468750 Penalty: 3625.701416
	Iteration 16Q: 3 clusters Score -191132.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -191162.843750 Penalty: 3625.701416
	Iteration 17Q: 3 clusters Score -191162.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -191177.406250 Penalty: 3625.701416
	Iteration 18Q: 3 clusters Score -191177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191182.578125 Penalty: 3625.701416
	Iteration 19Q: 3 clusters Score -191182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191185.875000 Penalty: 3625.701416
	Iteration 20F: 3 clusters Score -191185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -191186.890625 Penalty: 3625.701416
	Iteration 21Q: 3 clusters Score -191186.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -191186.890625 Penalty: 3625.701416
	Iteration 22F: 3 clusters Score -191186.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -60714.710938 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -60714.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59241.820312 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -59241.82 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59561.949219 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -59561.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59699.007812 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -59699.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59807.843750 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -59807.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59891.109375 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -59891.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59987.003906 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -59987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60086.144531 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -60086.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60146.582031 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -60146.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60195.824219 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -60195.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60314.535156 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -60314.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60534.218750 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -60534.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60569.121094 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -60569.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60574.570312 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -60574.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60580.195312 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -60580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60586.335938 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -60586.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60586.335938 Penalty: 3111.347168
	Iteration 15F: 3 clusters Score -60586.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (34740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Entering Unmasked Estep 
Score: -4683800.000000 Penalty: 2593.000488
	Iteration 0F: 2 clusters Score -4683800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4660042.500000 Penalty: 5186.000977
	Iteration 0F: 3 clusters Score -4660042 nChanged 15851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4668497.500000 Penalty: 5186.000977
	Iteration 1F: 3 clusters Score -4668498 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4668886.500000 Penalty: 5186.000977
	Iteration 2Q: 3 clusters Score -4668886 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4669241.000000 Penalty: 5186.000977
	Iteration 3Q: 3 clusters Score -4669241 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -4669558.500000 Penalty: 5186.000977
	Iteration 4Q: 3 clusters Score -4669558 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4669926.500000 Penalty: 5186.000977
	Iteration 5Q: 3 clusters Score -4669926 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -4670323.000000 Penalty: 5186.000977
	Iteration 6Q: 3 clusters Score -4670323 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -4670771.500000 Penalty: 5186.000977
	Iteration 7Q: 3 clusters Score -4670772 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4671327.500000 Penalty: 5186.000977
	Iteration 8Q: 3 clusters Score -4671328 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4671966.500000 Penalty: 5186.000977
	Iteration 9Q: 3 clusters Score -4671966 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4672768.500000 Penalty: 5186.000977
	Iteration 10Q: 3 clusters Score -4672768 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4673766.000000 Penalty: 5186.000977
	Iteration 11Q: 3 clusters Score -4673766 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -4674838.500000 Penalty: 5186.000977
	Iteration 12F: 3 clusters Score -4674838 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4675924.500000 Penalty: 5186.000977
	Iteration 13Q: 3 clusters Score -4675924 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -4676803.000000 Penalty: 5186.000977
	Iteration 14Q: 3 clusters Score -4676803 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -4677410.500000 Penalty: 5186.000977
	Iteration 15Q: 3 clusters Score -4677410 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4677830.500000 Penalty: 5186.000977
	Iteration 16Q: 3 clusters Score -4677830 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4678149.500000 Penalty: 5186.000977
	Iteration 17Q: 3 clusters Score -4678150 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4678445.000000 Penalty: 5186.000977
	Iteration 18Q: 3 clusters Score -4678445 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -4678709.500000 Penalty: 5186.000977
	Iteration 19Q: 3 clusters Score -4678710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -4678979.000000 Penalty: 5186.000977
	Iteration 20F: 3 clusters Score -4678979 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -4679208.000000 Penalty: 5186.000977
	Iteration 21Q: 3 clusters Score -4679208 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -4679353.500000 Penalty: 5186.000977
	Iteration 22Q: 3 clusters Score -4679354 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4679547.000000 Penalty: 5186.000977
	Iteration 23Q: 3 clusters Score -4679547 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -4679759.500000 Penalty: 5186.000977
	Iteration 24Q: 3 clusters Score -4679760 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -4679949.500000 Penalty: 5186.000977
	Iteration 25Q: 3 clusters Score -4679950 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4680115.500000 Penalty: 5186.000977
	Iteration 26Q: 3 clusters Score -4680116 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -4680313.000000 Penalty: 5186.000977
	Iteration 27Q: 3 clusters Score -4680313 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -4680498.000000 Penalty: 5186.000977
	Iteration 28Q: 3 clusters Score -4680498 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4680654.000000 Penalty: 5186.000977
	Iteration 29Q: 3 clusters Score -4680654 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4680809.500000 Penalty: 5186.000977
	Iteration 30Q: 3 clusters Score -4680810 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -4680924.500000 Penalty: 5186.000977
	Iteration 31Q: 3 clusters Score -4680924 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4681026.500000 Penalty: 5186.000977
	Iteration 32Q: 3 clusters Score -4681026 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4681137.500000 Penalty: 5186.000977
	Iteration 33Q: 3 clusters Score -4681138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4681228.000000 Penalty: 5186.000977
	Iteration 34Q: 3 clusters Score -4681228 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4681301.500000 Penalty: 5186.000977
	Iteration 35Q: 3 clusters Score -4681302 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4681343.500000 Penalty: 5186.000977
	Iteration 36Q: 3 clusters Score -4681344 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4681399.000000 Penalty: 5186.000977
	Iteration 37Q: 3 clusters Score -4681399 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4681435.000000 Penalty: 5186.000977
	Iteration 38Q: 3 clusters Score -4681435 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4681472.000000 Penalty: 5186.000977
	Iteration 39Q: 3 clusters Score -4681472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4681496.500000 Penalty: 5186.000977
	Iteration 40F: 3 clusters Score -4681496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4681544.500000 Penalty: 5186.000977
	Iteration 41Q: 3 clusters Score -4681544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4681570.500000 Penalty: 5186.000977
	Iteration 42Q: 3 clusters Score -4681570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4681582.500000 Penalty: 5186.000977
	Iteration 43Q: 3 clusters Score -4681582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4681594.500000 Penalty: 5186.000977
	Iteration 44Q: 3 clusters Score -4681594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4681616.500000 Penalty: 5186.000977
	Iteration 45Q: 3 clusters Score -4681616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4681626.000000 Penalty: 5186.000977
	Iteration 46Q: 3 clusters Score -4681626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4681647.000000 Penalty: 5186.000977
	Iteration 47Q: 3 clusters Score -4681647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4681653.500000 Penalty: 5186.000977
	Iteration 48Q: 3 clusters Score -4681654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4681665.000000 Penalty: 5186.000977
	Iteration 49Q: 3 clusters Score -4681665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4681671.500000 Penalty: 5186.000977
	Iteration 50Q: 3 clusters Score -4681672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4681669.000000 Penalty: 5186.000977
	Iteration 51Q: 3 clusters Score -4681669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4681677.000000 Penalty: 5186.000977
	Iteration 52Q: 3 clusters Score -4681677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4681681.000000 Penalty: 5186.000977
	Iteration 53Q: 3 clusters Score -4681681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4681679.000000 Penalty: 5186.000977
	Iteration 54Q: 3 clusters Score -4681679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4681684.500000 Penalty: 5186.000977
	Iteration 55Q: 3 clusters Score -4681684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4681694.500000 Penalty: 5186.000977
	Iteration 56Q: 3 clusters Score -4681694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4681695.000000 Penalty: 5186.000977
	Iteration 57Q: 3 clusters Score -4681695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4681692.000000 Penalty: 5186.000977
	Iteration 58Q: 3 clusters Score -4681692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4681695.500000 Penalty: 5186.000977
	Iteration 59Q: 3 clusters Score -4681696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4681700.000000 Penalty: 5186.000977
	Iteration 60F: 3 clusters Score -4681700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4681708.000000 Penalty: 5186.000977
	Iteration 61Q: 3 clusters Score -4681708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4681710.000000 Penalty: 5186.000977
	Iteration 62Q: 3 clusters Score -4681710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4681707.000000 Penalty: 5186.000977
	Iteration 63Q: 3 clusters Score -4681707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4681708.000000 Penalty: 5186.000977
	Iteration 64Q: 3 clusters Score -4681708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4681706.000000 Penalty: 5186.000977
	Iteration 65Q: 3 clusters Score -4681706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4681707.000000 Penalty: 5186.000977
	Iteration 66Q: 3 clusters Score -4681707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4681707.000000 Penalty: 5186.000977
	Iteration 67F: 3 clusters Score -4681707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22804 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196434 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208030 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252560.000000 Penalty: 113290.578125
Iteration 359Q: 34 clusters Score -1.332526e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22804 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196434 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208030 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133252560.000000 Penalty: 113290.578125
Iteration 360F: 34 clusters Score -1.332526e+08 nChanged 0
Entering ConstructFrom: 
Score: -133252560.000000 Penalty: 113290.578125
Entering ConstructFrom: 
Trying to split cluster 1 (54758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Entering Unmasked Estep 
Score: -7201767.500000 Penalty: 2705.848389
	Iteration 0F: 2 clusters Score -7201768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -7164925.000000 Penalty: 5411.696777
	Iteration 0F: 3 clusters Score -7164925 nChanged 25414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -7178763.000000 Penalty: 5411.696777
	Iteration 1F: 3 clusters Score -7178763 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -7179226.000000 Penalty: 5411.696777
	Iteration 2Q: 3 clusters Score -7179226 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -7179717.500000 Penalty: 5411.696777
	Iteration 3Q: 3 clusters Score -7179718 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -7180184.000000 Penalty: 5411.696777
	Iteration 4Q: 3 clusters Score -7180184 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -7180744.500000 Penalty: 5411.696777
	Iteration 5Q: 3 clusters Score -7180744 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -7181581.000000 Penalty: 5411.696777
	Iteration 6Q: 3 clusters Score -7181581 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -7182664.000000 Penalty: 5411.696777
	Iteration 7Q: 3 clusters Score -7182664 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -7184125.500000 Penalty: 5411.696777
	Iteration 8F: 3 clusters Score -7184126 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -7186173.500000 Penalty: 5411.696777
	Iteration 9F: 3 clusters Score -7186174 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -7188544.500000 Penalty: 5411.696777
	Iteration 10F: 3 clusters Score -7188544 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -7190985.500000 Penalty: 5411.696777
	Iteration 11F: 3 clusters Score -7190986 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -7193324.500000 Penalty: 5411.696777
	Iteration 12F: 3 clusters Score -7193324 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -7195333.500000 Penalty: 5411.696777
	Iteration 13Q: 3 clusters Score -7195334 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -7196846.000000 Penalty: 5411.696777
	Iteration 14Q: 3 clusters Score -7196846 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -7197684.000000 Penalty: 5411.696777
	Iteration 15Q: 3 clusters Score -7197684 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -7198151.000000 Penalty: 5411.696777
	Iteration 16Q: 3 clusters Score -7198151 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -7198441.500000 Penalty: 5411.696777
	Iteration 17Q: 3 clusters Score -7198442 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -7198604.000000 Penalty: 5411.696777
	Iteration 18Q: 3 clusters Score -7198604 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -7198777.500000 Penalty: 5411.696777
	Iteration 19Q: 3 clusters Score -7198778 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7198913.000000 Penalty: 5411.696777
	Iteration 20F: 3 clusters Score -7198913 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -7199011.500000 Penalty: 5411.696777
	Iteration 21Q: 3 clusters Score -7199012 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7199082.000000 Penalty: 5411.696777
	Iteration 22Q: 3 clusters Score -7199082 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -7199134.000000 Penalty: 5411.696777
	Iteration 23Q: 3 clusters Score -7199134 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7199209.000000 Penalty: 5411.696777
	Iteration 24Q: 3 clusters Score -7199209 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -7199247.500000 Penalty: 5411.696777
	Iteration 25Q: 3 clusters Score -7199248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -7199288.500000 Penalty: 5411.696777
	Iteration 26Q: 3 clusters Score -7199288 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7199332.500000 Penalty: 5411.696777
	Iteration 27Q: 3 clusters Score -7199332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7199389.500000 Penalty: 5411.696777
	Iteration 28Q: 3 clusters Score -7199390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -7199403.000000 Penalty: 5411.696777
	Iteration 29Q: 3 clusters Score -7199403 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7199450.500000 Penalty: 5411.696777
	Iteration 30Q: 3 clusters Score -7199450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7199483.500000 Penalty: 5411.696777
	Iteration 31Q: 3 clusters Score -7199484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7199482.500000 Penalty: 5411.696777
	Iteration 32Q: 3 clusters Score -7199482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7199494.500000 Penalty: 5411.696777
	Iteration 33Q: 3 clusters Score -7199494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7199501.000000 Penalty: 5411.696777
	Iteration 34Q: 3 clusters Score -7199501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7199527.000000 Penalty: 5411.696777
	Iteration 35Q: 3 clusters Score -7199527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7199547.000000 Penalty: 5411.696777
	Iteration 36Q: 3 clusters Score -7199547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7199561.000000 Penalty: 5411.696777
	Iteration 37Q: 3 clusters Score -7199561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7199546.000000 Penalty: 5411.696777
	Iteration 38Q: 3 clusters Score -7199546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7199549.500000 Penalty: 5411.696777
	Iteration 39Q: 3 clusters Score -7199550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7199544.500000 Penalty: 5411.696777
	Iteration 40F: 3 clusters Score -7199544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7199547.500000 Penalty: 5411.696777
	Iteration 41Q: 3 clusters Score -7199548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7199546.500000 Penalty: 5411.696777
	Iteration 42Q: 3 clusters Score -7199546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7199550.500000 Penalty: 5411.696777
	Iteration 43Q: 3 clusters Score -7199550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7199555.000000 Penalty: 5411.696777
	Iteration 44Q: 3 clusters Score -7199555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7199562.000000 Penalty: 5411.696777
	Iteration 45Q: 3 clusters Score -7199562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7199566.000000 Penalty: 5411.696777
	Iteration 46Q: 3 clusters Score -7199566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7199571.500000 Penalty: 5411.696777
	Iteration 47Q: 3 clusters Score -7199572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7199574.000000 Penalty: 5411.696777
	Iteration 48Q: 3 clusters Score -7199574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7199575.500000 Penalty: 5411.696777
	Iteration 49Q: 3 clusters Score -7199576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7199591.000000 Penalty: 5411.696777
	Iteration 50Q: 3 clusters Score -7199591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7199598.000000 Penalty: 5411.696777
	Iteration 51Q: 3 clusters Score -7199598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7199606.500000 Penalty: 5411.696777
	Iteration 52Q: 3 clusters Score -7199606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7199622.500000 Penalty: 5411.696777
	Iteration 53Q: 3 clusters Score -7199622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7199612.500000 Penalty: 5411.696777
	Iteration 54Q: 3 clusters Score -7199612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7199615.000000 Penalty: 5411.696777
	Iteration 55Q: 3 clusters Score -7199615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7199612.000000 Penalty: 5411.696777
	Iteration 56Q: 3 clusters Score -7199612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7199609.000000 Penalty: 5411.696777
	Iteration 57Q: 3 clusters Score -7199609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7199616.000000 Penalty: 5411.696777
	Iteration 58Q: 3 clusters Score -7199616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7199613.000000 Penalty: 5411.696777
	Iteration 59Q: 3 clusters Score -7199613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7199612.000000 Penalty: 5411.696777
	Iteration 60F: 3 clusters Score -7199612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7199619.000000 Penalty: 5411.696777
	Iteration 61Q: 3 clusters Score -7199619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7199617.000000 Penalty: 5411.696777
	Iteration 62Q: 3 clusters Score -7199617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7199610.500000 Penalty: 5411.696777
	Iteration 63Q: 3 clusters Score -7199610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7199615.000000 Penalty: 5411.696777
	Iteration 64Q: 3 clusters Score -7199615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7199631.000000 Penalty: 5411.696777
	Iteration 65Q: 3 clusters Score -7199631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7199624.000000 Penalty: 5411.696777
	Iteration 66Q: 3 clusters Score -7199624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7199623.500000 Penalty: 5411.696777
	Iteration 67Q: 3 clusters Score -7199624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7199631.500000 Penalty: 5411.696777
	Iteration 68Q: 3 clusters Score -7199632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7199620.000000 Penalty: 5411.696777
	Iteration 69Q: 3 clusters Score -7199620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7199626.000000 Penalty: 5411.696777
	Iteration 70Q: 3 clusters Score -7199626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7199628.500000 Penalty: 5411.696777
	Iteration 71Q: 3 clusters Score -7199628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7199630.000000 Penalty: 5411.696777
	Iteration 72Q: 3 clusters Score -7199630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7199630.500000 Penalty: 5411.696777
	Iteration 73Q: 3 clusters Score -7199630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7199631.000000 Penalty: 5411.696777
	Iteration 74Q: 3 clusters Score -7199631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7199632.500000 Penalty: 5411.696777
	Iteration 75Q: 3 clusters Score -7199632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7199635.500000 Penalty: 5411.696777
	Iteration 76Q: 3 clusters Score -7199636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7199637.000000 Penalty: 5411.696777
	Iteration 77Q: 3 clusters Score -7199637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7199639.500000 Penalty: 5411.696777
	Iteration 78Q: 3 clusters Score -7199640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7199636.500000 Penalty: 5411.696777
	Iteration 79Q: 3 clusters Score -7199636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7199641.500000 Penalty: 5411.696777
	Iteration 80F: 3 clusters Score -7199642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7199642.000000 Penalty: 5411.696777
	Iteration 81Q: 3 clusters Score -7199642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7199644.000000 Penalty: 5411.696777
	Iteration 82Q: 3 clusters Score -7199644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7199647.000000 Penalty: 5411.696777
	Iteration 83Q: 3 clusters Score -7199647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7199656.000000 Penalty: 5411.696777
	Iteration 84Q: 3 clusters Score -7199656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7199659.000000 Penalty: 5411.696777
	Iteration 85Q: 3 clusters Score -7199659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7199666.500000 Penalty: 5411.696777
	Iteration 86Q: 3 clusters Score -7199666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7199671.500000 Penalty: 5411.696777
	Iteration 87Q: 3 clusters Score -7199672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7199670.500000 Penalty: 5411.696777
	Iteration 88Q: 3 clusters Score -7199670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7199672.500000 Penalty: 5411.696777
	Iteration 89Q: 3 clusters Score -7199672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7199676.000000 Penalty: 5411.696777
	Iteration 90Q: 3 clusters Score -7199676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7199676.000000 Penalty: 5411.696777
	Iteration 91F: 3 clusters Score -7199676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -325418.156250 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -325418.2 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 1319 members 
Entering Unmasked Estep 
Score: -322435.656250 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -322435.7 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -323044.781250 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -323044.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -323204.625000 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -323204.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -323306.343750 Penalty: 3909.440918
	Iteration 3Q: 3 clusters Score -323306.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -323395.625000 Penalty: 3909.440918
	Iteration 4Q: 3 clusters Score -323395.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -323478.343750 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -323478.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -323560.000000 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -323560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -323611.968750 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -323612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -323649.406250 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -323649.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -323695.437500 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -323695.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -323743.687500 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -323743.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -323785.531250 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -323785.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -323813.187500 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -323813.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -323842.593750 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -323842.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -323873.531250 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -323873.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -323901.781250 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -323901.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -323923.812500 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -323923.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -323937.218750 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -323937.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -323951.468750 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -323951.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -323965.031250 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -323965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -323974.312500 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -323974.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -323982.187500 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -323982.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -323986.531250 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -323986.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -323993.343750 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -323993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -323998.281250 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -323998.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -324001.750000 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -324001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -324005.718750 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -324005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -324010.562500 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -324010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -324013.625000 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -324013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -324018.093750 Penalty: 3909.440918
	Iteration 29Q: 3 clusters Score -324018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -324022.406250 Penalty: 3909.440918
	Iteration 30Q: 3 clusters Score -324022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -324026.625000 Penalty: 3909.440918
	Iteration 31Q: 3 clusters Score -324026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -324031.718750 Penalty: 3909.440918
	Iteration 32Q: 3 clusters Score -324031.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -324034.937500 Penalty: 3909.440918
	Iteration 33Q: 3 clusters Score -324034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -324039.093750 Penalty: 3909.440918
	Iteration 34Q: 3 clusters Score -324039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -324039.218750 Penalty: 3909.440918
	Iteration 35Q: 3 clusters Score -324039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -324039.218750 Penalty: 3909.440918
	Iteration 36F: 3 clusters Score -324039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -62180.933594 Penalty: 1581.428345
	Iteration 0F: 2 clusters Score -62180.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60656.359375 Penalty: 3162.856689
	Iteration 0F: 3 clusters Score -60656.36 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60980.230469 Penalty: 3162.856689
	Iteration 1F: 3 clusters Score -60980.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61217.011719 Penalty: 3162.856689
	Iteration 2F: 3 clusters Score -61217.01 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61402.250000 Penalty: 3162.856689
	Iteration 3F: 3 clusters Score -61402.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61566.773438 Penalty: 3162.856689
	Iteration 4F: 3 clusters Score -61566.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61771.523438 Penalty: 3162.856689
	Iteration 5F: 3 clusters Score -61771.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61901.050781 Penalty: 3162.856689
	Iteration 6Q: 3 clusters Score -61901.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62015.097656 Penalty: 3162.856689
	Iteration 7Q: 3 clusters Score -62015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62074.332031 Penalty: 3162.856689
	Iteration 8Q: 3 clusters Score -62074.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62149.324219 Penalty: 3162.856689
	Iteration 9Q: 3 clusters Score -62149.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62172.050781 Penalty: 3162.856689
	Iteration 10Q: 3 clusters Score -62172.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62176.089844 Penalty: 3162.856689
	Iteration 11Q: 3 clusters Score -62176.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62182.015625 Penalty: 3162.856689
	Iteration 12Q: 3 clusters Score -62182.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62188.390625 Penalty: 3162.856689
	Iteration 13Q: 3 clusters Score -62188.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62196.683594 Penalty: 3162.856689
	Iteration 14Q: 3 clusters Score -62196.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62227.578125 Penalty: 3162.856689
	Iteration 15Q: 3 clusters Score -62227.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62239.742188 Penalty: 3162.856689
	Iteration 16Q: 3 clusters Score -62239.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62256.609375 Penalty: 3162.856689
	Iteration 17Q: 3 clusters Score -62256.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62261.875000 Penalty: 3162.856689
	Iteration 18Q: 3 clusters Score -62261.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62261.875000 Penalty: 3162.856689
	Iteration 19F: 3 clusters Score -62261.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 392 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22804 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196434 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208030 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34740 members 
Mstep: Class 34 contains 196 members 
Entering Unmasked Estep 
Score: -133250856.000000 Penalty: 116723.625000
Splitting cluster 3 changes total score from -133252560.000000 to -133250856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Entering Unmasked Estep 
Score: -2319156.250000 Penalty: 2417.605957
	Iteration 0F: 2 clusters Score -2319156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2306865.250000 Penalty: 4835.211914
	Iteration 0F: 3 clusters Score -2306865 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2310842.500000 Penalty: 4835.211914
	Iteration 1F: 3 clusters Score -2310842 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2311184.250000 Penalty: 4835.211914
	Iteration 2F: 3 clusters Score -2311184 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2311451.500000 Penalty: 4835.211914
	Iteration 3Q: 3 clusters Score -2311452 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2311691.000000 Penalty: 4835.211914
	Iteration 4Q: 3 clusters Score -2311691 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2311959.750000 Penalty: 4835.211914
	Iteration 5Q: 3 clusters Score -2311960 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2312284.250000 Penalty: 4835.211914
	Iteration 6Q: 3 clusters Score -2312284 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2312761.500000 Penalty: 4835.211914
	Iteration 7Q: 3 clusters Score -2312762 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2313390.250000 Penalty: 4835.211914
	Iteration 8F: 3 clusters Score -2313390 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2314226.500000 Penalty: 4835.211914
	Iteration 9F: 3 clusters Score -2314226 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2315145.250000 Penalty: 4835.211914
	Iteration 10F: 3 clusters Score -2315145 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2315889.500000 Penalty: 4835.211914
	Iteration 11Q: 3 clusters Score -2315890 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2316385.000000 Penalty: 4835.211914
	Iteration 12Q: 3 clusters Score -2316385 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2316755.750000 Penalty: 4835.211914
	Iteration 13Q: 3 clusters Score -2316756 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2316932.500000 Penalty: 4835.211914
	Iteration 14Q: 3 clusters Score -2316932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2317026.000000 Penalty: 4835.211914
	Iteration 15Q: 3 clusters Score -2317026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2317082.000000 Penalty: 4835.211914
	Iteration 16Q: 3 clusters Score -2317082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2317115.250000 Penalty: 4835.211914
	Iteration 17Q: 3 clusters Score -2317115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2317143.500000 Penalty: 4835.211914
	Iteration 18Q: 3 clusters Score -2317144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2317159.750000 Penalty: 4835.211914
	Iteration 19Q: 3 clusters Score -2317160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2317178.750000 Penalty: 4835.211914
	Iteration 20F: 3 clusters Score -2317179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2317189.250000 Penalty: 4835.211914
	Iteration 21Q: 3 clusters Score -2317189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2317206.250000 Penalty: 4835.211914
	Iteration 22Q: 3 clusters Score -2317206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2317213.500000 Penalty: 4835.211914
	Iteration 23Q: 3 clusters Score -2317214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2317217.500000 Penalty: 4835.211914
	Iteration 24Q: 3 clusters Score -2317218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2317221.250000 Penalty: 4835.211914
	Iteration 25Q: 3 clusters Score -2317221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2317221.250000 Penalty: 4835.211914
	Iteration 26Q: 3 clusters Score -2317221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2317222.250000 Penalty: 4835.211914
	Iteration 27Q: 3 clusters Score -2317222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2317224.750000 Penalty: 4835.211914
	Iteration 28Q: 3 clusters Score -2317225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2317225.750000 Penalty: 4835.211914
	Iteration 29Q: 3 clusters Score -2317226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2317227.500000 Penalty: 4835.211914
	Iteration 30Q: 3 clusters Score -2317228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2317228.250000 Penalty: 4835.211914
	Iteration 31Q: 3 clusters Score -2317228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2317228.250000 Penalty: 4835.211914
	Iteration 32F: 3 clusters Score -2317228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Entering Unmasked Estep 
Score: -1503950.625000 Penalty: 2314.715820
	Iteration 0F: 2 clusters Score -1503951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1495514.125000 Penalty: 4629.431641
	Iteration 0F: 3 clusters Score -1495514 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1497952.125000 Penalty: 4629.431641
	Iteration 1F: 3 clusters Score -1497952 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1498213.750000 Penalty: 4629.431641
	Iteration 2F: 3 clusters Score -1498214 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1498378.000000 Penalty: 4629.431641
	Iteration 3Q: 3 clusters Score -1498378 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1498507.125000 Penalty: 4629.431641
	Iteration 4Q: 3 clusters Score -1498507 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1498599.500000 Penalty: 4629.431641
	Iteration 5Q: 3 clusters Score -1498600 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1498660.875000 Penalty: 4629.431641
	Iteration 6Q: 3 clusters Score -1498661 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1498719.750000 Penalty: 4629.431641
	Iteration 7Q: 3 clusters Score -1498720 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1498768.625000 Penalty: 4629.431641
	Iteration 8Q: 3 clusters Score -1498769 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1498808.125000 Penalty: 4629.431641
	Iteration 9Q: 3 clusters Score -1498808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1498837.500000 Penalty: 4629.431641
	Iteration 10Q: 3 clusters Score -1498838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1498866.000000 Penalty: 4629.431641
	Iteration 11Q: 3 clusters Score -1498866 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1498897.625000 Penalty: 4629.431641
	Iteration 12Q: 3 clusters Score -1498898 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1498947.625000 Penalty: 4629.431641
	Iteration 13Q: 3 clusters Score -1498948 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1498998.000000 Penalty: 4629.431641
	Iteration 14Q: 3 clusters Score -1498998 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1499048.375000 Penalty: 4629.431641
	Iteration 15Q: 3 clusters Score -1499048 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1499098.750000 Penalty: 4629.431641
	Iteration 16Q: 3 clusters Score -1499099 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1499160.375000 Penalty: 4629.431641
	Iteration 17Q: 3 clusters Score -1499160 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1499228.625000 Penalty: 4629.431641
	Iteration 18Q: 3 clusters Score -1499229 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1499318.000000 Penalty: 4629.431641
	Iteration 19Q: 3 clusters Score -1499318 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1499441.000000 Penalty: 4629.431641
	Iteration 20F: 3 clusters Score -1499441 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1499599.625000 Penalty: 4629.431641
	Iteration 21Q: 3 clusters Score -1499600 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1499799.125000 Penalty: 4629.431641
	Iteration 22Q: 3 clusters Score -1499799 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1500054.250000 Penalty: 4629.431641
	Iteration 23Q: 3 clusters Score -1500054 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1500348.000000 Penalty: 4629.431641
	Iteration 24Q: 3 clusters Score -1500348 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1500637.250000 Penalty: 4629.431641
	Iteration 25Q: 3 clusters Score -1500637 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1500884.000000 Penalty: 4629.431641
	Iteration 26Q: 3 clusters Score -1500884 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1501084.500000 Penalty: 4629.431641
	Iteration 27Q: 3 clusters Score -1501084 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1501257.375000 Penalty: 4629.431641
	Iteration 28Q: 3 clusters Score -1501257 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1501417.250000 Penalty: 4629.431641
	Iteration 29Q: 3 clusters Score -1501417 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1501550.000000 Penalty: 4629.431641
	Iteration 30Q: 3 clusters Score -1501550 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1501648.875000 Penalty: 4629.431641
	Iteration 31Q: 3 clusters Score -1501649 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1501700.125000 Penalty: 4629.431641
	Iteration 32Q: 3 clusters Score -1501700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1501743.625000 Penalty: 4629.431641
	Iteration 33Q: 3 clusters Score -1501744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1501771.500000 Penalty: 4629.431641
	Iteration 34Q: 3 clusters Score -1501772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1501791.125000 Penalty: 4629.431641
	Iteration 35Q: 3 clusters Score -1501791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1501810.500000 Penalty: 4629.431641
	Iteration 36Q: 3 clusters Score -1501810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1501827.250000 Penalty: 4629.431641
	Iteration 37Q: 3 clusters Score -1501827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1501837.375000 Penalty: 4629.431641
	Iteration 38Q: 3 clusters Score -1501837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1501846.000000 Penalty: 4629.431641
	Iteration 39Q: 3 clusters Score -1501846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1501851.875000 Penalty: 4629.431641
	Iteration 40F: 3 clusters Score -1501852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1501861.375000 Penalty: 4629.431641
	Iteration 41Q: 3 clusters Score -1501861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1501865.125000 Penalty: 4629.431641
	Iteration 42Q: 3 clusters Score -1501865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1501868.625000 Penalty: 4629.431641
	Iteration 43Q: 3 clusters Score -1501869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1501872.250000 Penalty: 4629.431641
	Iteration 44Q: 3 clusters Score -1501872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1501875.625000 Penalty: 4629.431641
	Iteration 45Q: 3 clusters Score -1501876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1501877.000000 Penalty: 4629.431641
	Iteration 46Q: 3 clusters Score -1501877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1501877.750000 Penalty: 4629.431641
	Iteration 47Q: 3 clusters Score -1501878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1501877.875000 Penalty: 4629.431641
	Iteration 48Q: 3 clusters Score -1501878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1501878.000000 Penalty: 4629.431641
	Iteration 49Q: 3 clusters Score -1501878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1501880.250000 Penalty: 4629.431641
	Iteration 50Q: 3 clusters Score -1501880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1501878.500000 Penalty: 4629.431641
	Iteration 51Q: 3 clusters Score -1501878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1501881.125000 Penalty: 4629.431641
	Iteration 52Q: 3 clusters Score -1501881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1501882.375000 Penalty: 4629.431641
	Iteration 53Q: 3 clusters Score -1501882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1501883.750000 Penalty: 4629.431641
	Iteration 54Q: 3 clusters Score -1501884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1501882.875000 Penalty: 4629.431641
	Iteration 55Q: 3 clusters Score -1501883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1501882.875000 Penalty: 4629.431641
	Iteration 56F: 3 clusters Score -1501883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Entering Unmasked Estep 
Score: -1487954.750000 Penalty: 2319.148682
	Iteration 0F: 2 clusters Score -1487955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1479258.125000 Penalty: 4638.297363
	Iteration 0F: 3 clusters Score -1479258 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1481945.875000 Penalty: 4638.297363
	Iteration 1F: 3 clusters Score -1481946 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1482204.875000 Penalty: 4638.297363
	Iteration 2F: 3 clusters Score -1482205 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1482411.500000 Penalty: 4638.297363
	Iteration 3Q: 3 clusters Score -1482412 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1482590.000000 Penalty: 4638.297363
	Iteration 4Q: 3 clusters Score -1482590 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1482754.250000 Penalty: 4638.297363
	Iteration 5Q: 3 clusters Score -1482754 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1482905.000000 Penalty: 4638.297363
	Iteration 6Q: 3 clusters Score -1482905 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1483071.000000 Penalty: 4638.297363
	Iteration 7Q: 3 clusters Score -1483071 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1483253.125000 Penalty: 4638.297363
	Iteration 8Q: 3 clusters Score -1483253 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1483462.000000 Penalty: 4638.297363
	Iteration 9Q: 3 clusters Score -1483462 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1483710.875000 Penalty: 4638.297363
	Iteration 10Q: 3 clusters Score -1483711 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1483978.125000 Penalty: 4638.297363
	Iteration 11Q: 3 clusters Score -1483978 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1484279.875000 Penalty: 4638.297363
	Iteration 12Q: 3 clusters Score -1484280 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1484608.375000 Penalty: 4638.297363
	Iteration 13Q: 3 clusters Score -1484608 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1484879.250000 Penalty: 4638.297363
	Iteration 14Q: 3 clusters Score -1484879 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1485142.750000 Penalty: 4638.297363
	Iteration 15Q: 3 clusters Score -1485143 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1485370.625000 Penalty: 4638.297363
	Iteration 16Q: 3 clusters Score -1485371 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1485541.000000 Penalty: 4638.297363
	Iteration 17Q: 3 clusters Score -1485541 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1485661.125000 Penalty: 4638.297363
	Iteration 18Q: 3 clusters Score -1485661 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1485750.125000 Penalty: 4638.297363
	Iteration 19Q: 3 clusters Score -1485750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1485796.750000 Penalty: 4638.297363
	Iteration 20F: 3 clusters Score -1485797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1485814.125000 Penalty: 4638.297363
	Iteration 21Q: 3 clusters Score -1485814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1485827.250000 Penalty: 4638.297363
	Iteration 22Q: 3 clusters Score -1485827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1485835.875000 Penalty: 4638.297363
	Iteration 23Q: 3 clusters Score -1485836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1485850.875000 Penalty: 4638.297363
	Iteration 24Q: 3 clusters Score -1485851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1485856.125000 Penalty: 4638.297363
	Iteration 25Q: 3 clusters Score -1485856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1485857.875000 Penalty: 4638.297363
	Iteration 26Q: 3 clusters Score -1485858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1485856.500000 Penalty: 4638.297363
	Iteration 27Q: 3 clusters Score -1485856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1485859.625000 Penalty: 4638.297363
	Iteration 28Q: 3 clusters Score -1485860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1485862.375000 Penalty: 4638.297363
	Iteration 29Q: 3 clusters Score -1485862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1485865.500000 Penalty: 4638.297363
	Iteration 30Q: 3 clusters Score -1485866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1485868.875000 Penalty: 4638.297363
	Iteration 31Q: 3 clusters Score -1485869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1485872.750000 Penalty: 4638.297363
	Iteration 32Q: 3 clusters Score -1485873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1485877.000000 Penalty: 4638.297363
	Iteration 33Q: 3 clusters Score -1485877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1485882.250000 Penalty: 4638.297363
	Iteration 34Q: 3 clusters Score -1485882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1485886.500000 Penalty: 4638.297363
	Iteration 35Q: 3 clusters Score -1485886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1485886.000000 Penalty: 4638.297363
	Iteration 36Q: 3 clusters Score -1485886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1485886.000000 Penalty: 4638.297363
	Iteration 37F: 3 clusters Score -1485886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Entering Unmasked Estep 
Score: -6079995.000000 Penalty: 2659.053223
	Iteration 0F: 2 clusters Score -6079995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -6049457.500000 Penalty: 5318.106445
	Iteration 0F: 3 clusters Score -6049458 nChanged 20843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6060854.500000 Penalty: 5318.106445
	Iteration 1F: 3 clusters Score -6060854 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -6061445.000000 Penalty: 5318.106445
	Iteration 2Q: 3 clusters Score -6061445 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -6062154.000000 Penalty: 5318.106445
	Iteration 3Q: 3 clusters Score -6062154 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -6062889.500000 Penalty: 5318.106445
	Iteration 4Q: 3 clusters Score -6062890 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -6063873.000000 Penalty: 5318.106445
	Iteration 5Q: 3 clusters Score -6063873 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -6065407.500000 Penalty: 5318.106445
	Iteration 6F: 3 clusters Score -6065408 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -6067546.000000 Penalty: 5318.106445
	Iteration 7F: 3 clusters Score -6067546 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -6070084.000000 Penalty: 5318.106445
	Iteration 8F: 3 clusters Score -6070084 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -6072529.000000 Penalty: 5318.106445
	Iteration 9F: 3 clusters Score -6072529 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6074409.000000 Penalty: 5318.106445
	Iteration 10Q: 3 clusters Score -6074409 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6075638.500000 Penalty: 5318.106445
	Iteration 11Q: 3 clusters Score -6075638 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6076321.000000 Penalty: 5318.106445
	Iteration 12Q: 3 clusters Score -6076321 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6076745.000000 Penalty: 5318.106445
	Iteration 13Q: 3 clusters Score -6076745 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6077022.000000 Penalty: 5318.106445
	Iteration 14Q: 3 clusters Score -6077022 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6077191.000000 Penalty: 5318.106445
	Iteration 15Q: 3 clusters Score -6077191 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6077305.000000 Penalty: 5318.106445
	Iteration 16Q: 3 clusters Score -6077305 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6077393.000000 Penalty: 5318.106445
	Iteration 17Q: 3 clusters Score -6077393 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6077442.500000 Penalty: 5318.106445
	Iteration 18Q: 3 clusters Score -6077442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6077489.000000 Penalty: 5318.106445
	Iteration 19Q: 3 clusters Score -6077489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6077517.000000 Penalty: 5318.106445
	Iteration 20F: 3 clusters Score -6077517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6077555.500000 Penalty: 5318.106445
	Iteration 21Q: 3 clusters Score -6077556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6077565.500000 Penalty: 5318.106445
	Iteration 22Q: 3 clusters Score -6077566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6077590.000000 Penalty: 5318.106445
	Iteration 23Q: 3 clusters Score -6077590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6077592.000000 Penalty: 5318.106445
	Iteration 24Q: 3 clusters Score -6077592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6077604.500000 Penalty: 5318.106445
	Iteration 25Q: 3 clusters Score -6077604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6077614.000000 Penalty: 5318.106445
	Iteration 26Q: 3 clusters Score -6077614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6077620.500000 Penalty: 5318.106445
	Iteration 27Q: 3 clusters Score -6077620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6077620.500000 Penalty: 5318.106445
	Iteration 28Q: 3 clusters Score -6077620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6077627.000000 Penalty: 5318.106445
	Iteration 29Q: 3 clusters Score -6077627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6077634.000000 Penalty: 5318.106445
	Iteration 30Q: 3 clusters Score -6077634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6077631.500000 Penalty: 5318.106445
	Iteration 31Q: 3 clusters Score -6077632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6077635.500000 Penalty: 5318.106445
	Iteration 32Q: 3 clusters Score -6077636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6077636.000000 Penalty: 5318.106445
	Iteration 33Q: 3 clusters Score -6077636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6077635.500000 Penalty: 5318.106445
	Iteration 34Q: 3 clusters Score -6077636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6077635.500000 Penalty: 5318.106445
	Iteration 35F: 3 clusters Score -6077636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Entering Unmasked Estep 
Score: -4586306.000000 Penalty: 2608.040283
	Iteration 0F: 2 clusters Score -4586306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4561374.000000 Penalty: 5216.080566
	Iteration 0F: 3 clusters Score -4561374 nChanged 16802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4570583.500000 Penalty: 5216.080566
	Iteration 1F: 3 clusters Score -4570584 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4571170.000000 Penalty: 5216.080566
	Iteration 2Q: 3 clusters Score -4571170 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4571763.000000 Penalty: 5216.080566
	Iteration 3Q: 3 clusters Score -4571763 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4572372.000000 Penalty: 5216.080566
	Iteration 4Q: 3 clusters Score -4572372 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4572984.000000 Penalty: 5216.080566
	Iteration 5Q: 3 clusters Score -4572984 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -4573606.500000 Penalty: 5216.080566
	Iteration 6Q: 3 clusters Score -4573606 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4574246.500000 Penalty: 5216.080566
	Iteration 7Q: 3 clusters Score -4574246 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -4574956.500000 Penalty: 5216.080566
	Iteration 8Q: 3 clusters Score -4574956 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4575767.000000 Penalty: 5216.080566
	Iteration 9Q: 3 clusters Score -4575767 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4576636.000000 Penalty: 5216.080566
	Iteration 10Q: 3 clusters Score -4576636 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4577546.000000 Penalty: 5216.080566
	Iteration 11Q: 3 clusters Score -4577546 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4578475.500000 Penalty: 5216.080566
	Iteration 12Q: 3 clusters Score -4578476 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4579321.500000 Penalty: 5216.080566
	Iteration 13Q: 3 clusters Score -4579322 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4579920.000000 Penalty: 5216.080566
	Iteration 14Q: 3 clusters Score -4579920 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -4580280.500000 Penalty: 5216.080566
	Iteration 15Q: 3 clusters Score -4580280 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4580541.500000 Penalty: 5216.080566
	Iteration 16Q: 3 clusters Score -4580542 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4580700.500000 Penalty: 5216.080566
	Iteration 17Q: 3 clusters Score -4580700 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4580796.000000 Penalty: 5216.080566
	Iteration 18Q: 3 clusters Score -4580796 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -4580865.000000 Penalty: 5216.080566
	Iteration 19Q: 3 clusters Score -4580865 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -4580937.500000 Penalty: 5216.080566
	Iteration 20F: 3 clusters Score -4580938 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4580989.500000 Penalty: 5216.080566
	Iteration 21Q: 3 clusters Score -4580990 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -4581042.500000 Penalty: 5216.080566
	Iteration 22Q: 3 clusters Score -4581042 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -4581109.500000 Penalty: 5216.080566
	Iteration 23Q: 3 clusters Score -4581110 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -4581146.500000 Penalty: 5216.080566
	Iteration 24Q: 3 clusters Score -4581146 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -4581182.500000 Penalty: 5216.080566
	Iteration 25Q: 3 clusters Score -4581182 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4581240.000000 Penalty: 5216.080566
	Iteration 26Q: 3 clusters Score -4581240 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -4581286.500000 Penalty: 5216.080566
	Iteration 27Q: 3 clusters Score -4581286 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4581301.500000 Penalty: 5216.080566
	Iteration 28Q: 3 clusters Score -4581302 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4581310.000000 Penalty: 5216.080566
	Iteration 29Q: 3 clusters Score -4581310 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -4581340.500000 Penalty: 5216.080566
	Iteration 30Q: 3 clusters Score -4581340 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4581344.500000 Penalty: 5216.080566
	Iteration 31Q: 3 clusters Score -4581344 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4581352.000000 Penalty: 5216.080566
	Iteration 32Q: 3 clusters Score -4581352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4581363.000000 Penalty: 5216.080566
	Iteration 33Q: 3 clusters Score -4581363 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4581373.500000 Penalty: 5216.080566
	Iteration 34Q: 3 clusters Score -4581374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -4581387.500000 Penalty: 5216.080566
	Iteration 35Q: 3 clusters Score -4581388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4581403.500000 Penalty: 5216.080566
	Iteration 36Q: 3 clusters Score -4581404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -4581398.000000 Penalty: 5216.080566
	Iteration 37Q: 3 clusters Score -4581398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -4581418.500000 Penalty: 5216.080566
	Iteration 38Q: 3 clusters Score -4581418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4581441.500000 Penalty: 5216.080566
	Iteration 39Q: 3 clusters Score -4581442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -4581449.000000 Penalty: 5216.080566
	Iteration 40F: 3 clusters Score -4581449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4581441.500000 Penalty: 5216.080566
	Iteration 41Q: 3 clusters Score -4581442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4581447.500000 Penalty: 5216.080566
	Iteration 42Q: 3 clusters Score -4581448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4581445.500000 Penalty: 5216.080566
	Iteration 43Q: 3 clusters Score -4581446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -4581455.000000 Penalty: 5216.080566
	Iteration 44Q: 3 clusters Score -4581455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4581458.000000 Penalty: 5216.080566
	Iteration 45Q: 3 clusters Score -4581458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4581449.000000 Penalty: 5216.080566
	Iteration 46Q: 3 clusters Score -4581449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4581456.000000 Penalty: 5216.080566
	Iteration 47Q: 3 clusters Score -4581456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4581460.000000 Penalty: 5216.080566
	Iteration 48Q: 3 clusters Score -4581460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4581457.000000 Penalty: 5216.080566
	Iteration 49Q: 3 clusters Score -4581457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -4581457.000000 Penalty: 5216.080566
	Iteration 50Q: 3 clusters Score -4581457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4581456.500000 Penalty: 5216.080566
	Iteration 51Q: 3 clusters Score -4581456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -4581450.000000 Penalty: 5216.080566
	Iteration 52Q: 3 clusters Score -4581450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -4581468.500000 Penalty: 5216.080566
	Iteration 53Q: 3 clusters Score -4581468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -4581460.500000 Penalty: 5216.080566
	Iteration 54Q: 3 clusters Score -4581460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4581456.000000 Penalty: 5216.080566
	Iteration 55Q: 3 clusters Score -4581456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4581457.500000 Penalty: 5216.080566
	Iteration 56Q: 3 clusters Score -4581458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4581462.500000 Penalty: 5216.080566
	Iteration 57Q: 3 clusters Score -4581462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4581459.500000 Penalty: 5216.080566
	Iteration 58Q: 3 clusters Score -4581460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4581459.500000 Penalty: 5216.080566
	Iteration 59Q: 3 clusters Score -4581460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4581460.000000 Penalty: 5216.080566
	Iteration 60F: 3 clusters Score -4581460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4581460.500000 Penalty: 5216.080566
	Iteration 61Q: 3 clusters Score -4581460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4581459.000000 Penalty: 5216.080566
	Iteration 62Q: 3 clusters Score -4581459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4581460.000000 Penalty: 5216.080566
	Iteration 63Q: 3 clusters Score -4581460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4581460.000000 Penalty: 5216.080566
	Iteration 64F: 3 clusters Score -4581460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -3082681.750000 Penalty: 2488.603271
	Iteration 0F: 2 clusters Score -3082682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3066759.250000 Penalty: 4977.206543
	Iteration 0F: 3 clusters Score -3066759 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3072292.750000 Penalty: 4977.206543
	Iteration 1F: 3 clusters Score -3072293 nChanged 1132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3072719 nChanged 1030
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Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3073094 nChanged 925
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Mstep: Class 1 contains 11741 members 
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Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3073460 nChanged 829
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Mstep: Class 1 contains 11814 members 
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	Iteration 5Q: 3 clusters Score -3073748 nChanged 815
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Mstep: Class 1 contains 11897 members 
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	Iteration 6Q: 3 clusters Score -3074051 nChanged 768
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Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 10837 members 
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	Iteration 7Q: 3 clusters Score -3074338 nChanged 745
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Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 10722 members 
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	Iteration 8Q: 3 clusters Score -3074641 nChanged 823
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Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3075041 nChanged 894
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Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3075518 nChanged 990
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Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3076073 nChanged 985
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Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3076680 nChanged 935
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Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3077221 nChanged 828
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Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3077600 nChanged 639
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Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3077840 nChanged 436
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Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3077955 nChanged 303
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Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3078030 nChanged 238
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Mstep: Class 1 contains 11405 members 
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	Iteration 18Q: 3 clusters Score -3078084 nChanged 176
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Mstep: Class 1 contains 11353 members 
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3078108 nChanged 135
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Mstep: Class 1 contains 11316 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3078119 nChanged 113
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Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3078143 nChanged 99
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Mstep: Class 1 contains 11236 members 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3078161 nChanged 100
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Mstep: Class 1 contains 11206 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3078173 nChanged 95
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Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3078191 nChanged 97
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Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3078216 nChanged 81
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Mstep: Class 1 contains 11097 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3078212 nChanged 82
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Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3078226 nChanged 58
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Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3078241 nChanged 66
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Mstep: Class 1 contains 11001 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3078240 nChanged 68
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	Iteration 30Q: 3 clusters Score -3078247 nChanged 75
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	Iteration 31Q: 3 clusters Score -3078262 nChanged 76
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Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 11910 members 
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	Iteration 32Q: 3 clusters Score -3078267 nChanged 69
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Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11947 members 
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	Iteration 33Q: 3 clusters Score -3078275 nChanged 57
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Mstep: Class 1 contains 10826 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3078284 nChanged 47
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	Iteration 35Q: 3 clusters Score -3078286 nChanged 37
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	Iteration 36Q: 3 clusters Score -3078290 nChanged 35
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	Iteration 37Q: 3 clusters Score -3078297 nChanged 41
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	Iteration 38Q: 3 clusters Score -3078296 nChanged 44
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	Iteration 39Q: 3 clusters Score -3078293 nChanged 30
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Mstep: Class 1 contains 10688 members 
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	Iteration 40F: 3 clusters Score -3078290 nChanged 28
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Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3078305 nChanged 38
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Mstep: Class 1 contains 10658 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3078304 nChanged 29
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Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3078305 nChanged 29
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Mstep: Class 1 contains 10626 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3078314 nChanged 23
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Mstep: Class 1 contains 10615 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3078311 nChanged 22
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Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3078311 nChanged 25
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Mstep: Class 1 contains 10592 members 
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	Iteration 47Q: 3 clusters Score -3078311 nChanged 27
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Mstep: Class 1 contains 10583 members 
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	Iteration 48Q: 3 clusters Score -3078318 nChanged 26
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Mstep: Class 1 contains 10567 members 
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Entering Unmasked Estep 
Score: -3078321.750000 Penalty: 4977.206543
	Iteration 49Q: 3 clusters Score -3078322 nChanged 29
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Mstep: Class 1 contains 10546 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3078324 nChanged 26
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	Iteration 51Q: 3 clusters Score -3078316 nChanged 21
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	Iteration 52Q: 3 clusters Score -3078318 nChanged 15
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	Iteration 53Q: 3 clusters Score -3078322 nChanged 17
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Mstep: Class 1 contains 10495 members 
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	Iteration 54Q: 3 clusters Score -3078319 nChanged 17
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	Iteration 55Q: 3 clusters Score -3078328 nChanged 18
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Mstep: Class 1 contains 10466 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3078330 nChanged 8
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Mstep: Class 1 contains 10460 members 
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	Iteration 57Q: 3 clusters Score -3078324 nChanged 9
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Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 12351 members 
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	Iteration 58Q: 3 clusters Score -3078327 nChanged 9
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Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 12360 members 
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	Iteration 59Q: 3 clusters Score -3078332 nChanged 6
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Mstep: Class 1 contains 10438 members 
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	Iteration 60F: 3 clusters Score -3078337 nChanged 11
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Mstep: Class 1 contains 10429 members 
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	Iteration 61Q: 3 clusters Score -3078336 nChanged 6
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Mstep: Class 1 contains 10423 members 
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	Iteration 62Q: 3 clusters Score -3078334 nChanged 8
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	Iteration 63Q: 3 clusters Score -3078336 nChanged 10
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Mstep: Class 1 contains 10411 members 
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Score: -3078341.500000 Penalty: 4977.206543
	Iteration 64Q: 3 clusters Score -3078342 nChanged 7
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Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 12396 members 
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	Iteration 65Q: 3 clusters Score -3078346 nChanged 2
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	Iteration 66Q: 3 clusters Score -3078344 nChanged 2
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	Iteration 67Q: 3 clusters Score -3078346 nChanged 5
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	Iteration 68Q: 3 clusters Score -3078344 nChanged 6
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Mstep: Class 1 contains 10399 members 
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	Iteration 69Q: 3 clusters Score -3078345 nChanged 7
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Mstep: Class 2 contains 12412 members 
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	Iteration 70Q: 3 clusters Score -3078348 nChanged 15
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	Iteration 71Q: 3 clusters Score -3078345 nChanged 17
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	Iteration 72Q: 3 clusters Score -3078352 nChanged 18
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	Iteration 73Q: 3 clusters Score -3078358 nChanged 12
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	Iteration 74Q: 3 clusters Score -3078361 nChanged 9
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Mstep: Class 1 contains 10335 members 
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	Iteration 75Q: 3 clusters Score -3078359 nChanged 16
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	Iteration 76Q: 3 clusters Score -3078358 nChanged 14
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	Iteration 77Q: 3 clusters Score -3078351 nChanged 17
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	Iteration 78Q: 3 clusters Score -3078355 nChanged 22
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	Iteration 79Q: 3 clusters Score -3078355 nChanged 21
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	Iteration 80F: 3 clusters Score -3078356 nChanged 19
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	Iteration 81Q: 3 clusters Score -3078352 nChanged 21
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	Iteration 82Q: 3 clusters Score -3078350 nChanged 20
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	Iteration 83Q: 3 clusters Score -3078355 nChanged 12
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	Iteration 84Q: 3 clusters Score -3078351 nChanged 17
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	Iteration 85Q: 3 clusters Score -3078348 nChanged 14
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	Iteration 86Q: 3 clusters Score -3078353 nChanged 19
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	Iteration 87Q: 3 clusters Score -3078356 nChanged 20
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	Iteration 88Q: 3 clusters Score -3078363 nChanged 16
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	Iteration 89Q: 3 clusters Score -3078361 nChanged 20
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	Iteration 90Q: 3 clusters Score -3078364 nChanged 17
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	Iteration 91Q: 3 clusters Score -3078366 nChanged 21
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	Iteration 92Q: 3 clusters Score -3078371 nChanged 24
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	Iteration 93Q: 3 clusters Score -3078377 nChanged 30
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Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 12812 members 
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Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3078390 nChanged 30
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Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12863 members 
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	Iteration 98Q: 3 clusters Score -3078388 nChanged 29
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Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3078396 nChanged 34
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Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3078398 nChanged 39
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Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3078403 nChanged 39
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Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 13084 members 
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	Iteration 105Q: 3 clusters Score -3078410 nChanged 39
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Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 13117 members 
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Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 13201 members 
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Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 13242 members 
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Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3078432 nChanged 44
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Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 13340 members 
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	Iteration 111Q: 3 clusters Score -3078440 nChanged 62
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Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 13398 members 
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Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 13462 members 
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Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 13518 members 
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Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 13565 members 
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Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13608 members 
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	Iteration 116Q: 3 clusters Score -3078481 nChanged 41
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Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 13690 members 
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Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 13741 members 
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Mstep: Class 1 contains 9003 members 
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Mstep: Class 1 contains 8836 members 
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Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 14056 members 
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Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 14144 members 
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Mstep: Class 1 contains 8573 members 
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Mstep: Class 1 contains 8494 members 
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Mstep: Class 1 contains 8400 members 
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Mstep: Class 1 contains 8307 members 
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Mstep: Class 1 contains 8210 members 
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Mstep: Class 1 contains 8094 members 
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Mstep: Class 1 contains 7962 members 
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Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 14980 members 
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Mstep: Class 1 contains 7679 members 
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Mstep: Class 1 contains 7522 members 
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Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 15445 members 
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Mstep: Class 1 contains 7212 members 
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Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 15743 members 
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Mstep: Class 1 contains 6886 members 
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Mstep: Class 1 contains 6686 members 
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Mstep: Class 1 contains 6510 members 
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	Iteration 140F: 3 clusters Score -3079143 nChanged 180
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Mstep: Class 1 contains 6336 members 
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Mstep: Class 1 contains 6039 members 
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Mstep: Class 1 contains 5869 members 
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Mstep: Class 1 contains 5708 members 
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	Iteration 145Q: 3 clusters Score -3079376 nChanged 157
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Mstep: Class 1 contains 5555 members 
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Mstep: Class 1 contains 4540 members 
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Mstep: Class 1 contains 4033 members 
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	Iteration 160F: 3 clusters Score -3079947 nChanged 125
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Mstep: Class 1 contains 3378 members 
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	Iteration 163Q: 3 clusters Score -3080046 nChanged 80
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	Iteration 164Q: 3 clusters Score -3080057 nChanged 70
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	Iteration 168Q: 3 clusters Score -3080115 nChanged 69
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	Iteration 173Q: 3 clusters Score -3080192 nChanged 56
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	Iteration 174Q: 3 clusters Score -3080208 nChanged 48
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	Iteration 175Q: 3 clusters Score -3080218 nChanged 54
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	Iteration 176Q: 3 clusters Score -3080243 nChanged 40
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	Iteration 177Q: 3 clusters Score -3080238 nChanged 32
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	Iteration 178Q: 3 clusters Score -3080247 nChanged 23
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	Iteration 179Q: 3 clusters Score -3080255 nChanged 27
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	Iteration 180F: 3 clusters Score -3080254 nChanged 26
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	Iteration 181Q: 3 clusters Score -3080252 nChanged 21
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	Iteration 182Q: 3 clusters Score -3080264 nChanged 19
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	Iteration 183Q: 3 clusters Score -3080275 nChanged 13
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	Iteration 184Q: 3 clusters Score -3080277 nChanged 8
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	Iteration 185Q: 3 clusters Score -3080275 nChanged 12
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	Iteration 186Q: 3 clusters Score -3080277 nChanged 13
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Entering Unmasked Estep 
Score: -3080281.750000 Penalty: 4977.206543
	Iteration 187Q: 3 clusters Score -3080282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3080284.750000 Penalty: 4977.206543
	Iteration 188Q: 3 clusters Score -3080285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3080282.250000 Penalty: 4977.206543
	Iteration 189Q: 3 clusters Score -3080282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3080285.500000 Penalty: 4977.206543
	Iteration 190Q: 3 clusters Score -3080286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3080292.250000 Penalty: 4977.206543
	Iteration 191Q: 3 clusters Score -3080292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3080299.750000 Penalty: 4977.206543
	Iteration 192Q: 3 clusters Score -3080300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3080293.500000 Penalty: 4977.206543
	Iteration 193Q: 3 clusters Score -3080294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3080296.250000 Penalty: 4977.206543
	Iteration 194Q: 3 clusters Score -3080296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3080304.000000 Penalty: 4977.206543
	Iteration 195Q: 3 clusters Score -3080304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3080306.500000 Penalty: 4977.206543
	Iteration 196Q: 3 clusters Score -3080306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3080312.500000 Penalty: 4977.206543
	Iteration 197Q: 3 clusters Score -3080312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3080318.500000 Penalty: 4977.206543
	Iteration 198Q: 3 clusters Score -3080318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3080325.000000 Penalty: 4977.206543
	Iteration 199Q: 3 clusters Score -3080325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3080331.750000 Penalty: 4977.206543
	Iteration 200F: 3 clusters Score -3080332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3080331.500000 Penalty: 4977.206543
	Iteration 201Q: 3 clusters Score -3080332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3080327.750000 Penalty: 4977.206543
	Iteration 202Q: 3 clusters Score -3080328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3080326.000000 Penalty: 4977.206543
	Iteration 203Q: 3 clusters Score -3080326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3080327.250000 Penalty: 4977.206543
	Iteration 204Q: 3 clusters Score -3080327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3080330.500000 Penalty: 4977.206543
	Iteration 205Q: 3 clusters Score -3080330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3080328.000000 Penalty: 4977.206543
	Iteration 206Q: 3 clusters Score -3080328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3080328.500000 Penalty: 4977.206543
	Iteration 207Q: 3 clusters Score -3080328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3080330.000000 Penalty: 4977.206543
	Iteration 208Q: 3 clusters Score -3080330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3080330.000000 Penalty: 4977.206543
	Iteration 209Q: 3 clusters Score -3080330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3080328.000000 Penalty: 4977.206543
	Iteration 210Q: 3 clusters Score -3080328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3080328.250000 Penalty: 4977.206543
	Iteration 211Q: 3 clusters Score -3080328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3080328.250000 Penalty: 4977.206543
	Iteration 212F: 3 clusters Score -3080328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Entering Unmasked Estep 
Score: -2639783.250000 Penalty: 2450.674805
	Iteration 0F: 2 clusters Score -2639783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2625875.250000 Penalty: 4901.349609
	Iteration 0F: 3 clusters Score -2625875 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2630437.500000 Penalty: 4901.349609
	Iteration 1F: 3 clusters Score -2630438 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2630809.250000 Penalty: 4901.349609
	Iteration 2F: 3 clusters Score -2630809 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2631125.500000 Penalty: 4901.349609
	Iteration 3Q: 3 clusters Score -2631126 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2631383.250000 Penalty: 4901.349609
	Iteration 4Q: 3 clusters Score -2631383 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2631661.250000 Penalty: 4901.349609
	Iteration 5Q: 3 clusters Score -2631661 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2631948.000000 Penalty: 4901.349609
	Iteration 6Q: 3 clusters Score -2631948 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2632265.250000 Penalty: 4901.349609
	Iteration 7Q: 3 clusters Score -2632265 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2632616.250000 Penalty: 4901.349609
	Iteration 8Q: 3 clusters Score -2632616 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2633059.000000 Penalty: 4901.349609
	Iteration 9Q: 3 clusters Score -2633059 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2633589.500000 Penalty: 4901.349609
	Iteration 10Q: 3 clusters Score -2633590 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2634250.250000 Penalty: 4901.349609
	Iteration 11F: 3 clusters Score -2634250 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2634979.750000 Penalty: 4901.349609
	Iteration 12F: 3 clusters Score -2634980 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2635693.750000 Penalty: 4901.349609
	Iteration 13F: 3 clusters Score -2635694 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2636298.250000 Penalty: 4901.349609
	Iteration 14Q: 3 clusters Score -2636298 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2636811.000000 Penalty: 4901.349609
	Iteration 15Q: 3 clusters Score -2636811 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2637196.250000 Penalty: 4901.349609
	Iteration 16Q: 3 clusters Score -2637196 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2637521.000000 Penalty: 4901.349609
	Iteration 17Q: 3 clusters Score -2637521 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2637779.500000 Penalty: 4901.349609
	Iteration 18Q: 3 clusters Score -2637780 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2637963.500000 Penalty: 4901.349609
	Iteration 19Q: 3 clusters Score -2637964 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2638108.750000 Penalty: 4901.349609
	Iteration 20F: 3 clusters Score -2638109 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2638211.000000 Penalty: 4901.349609
	Iteration 21Q: 3 clusters Score -2638211 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2638304.500000 Penalty: 4901.349609
	Iteration 22Q: 3 clusters Score -2638304 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2638358.250000 Penalty: 4901.349609
	Iteration 23Q: 3 clusters Score -2638358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2638399.000000 Penalty: 4901.349609
	Iteration 24Q: 3 clusters Score -2638399 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2638443.250000 Penalty: 4901.349609
	Iteration 25Q: 3 clusters Score -2638443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2638477.000000 Penalty: 4901.349609
	Iteration 26Q: 3 clusters Score -2638477 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2638514.750000 Penalty: 4901.349609
	Iteration 27Q: 3 clusters Score -2638515 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2638543.500000 Penalty: 4901.349609
	Iteration 28Q: 3 clusters Score -2638544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2638555.500000 Penalty: 4901.349609
	Iteration 29Q: 3 clusters Score -2638556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2638568.500000 Penalty: 4901.349609
	Iteration 30Q: 3 clusters Score -2638568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2638582.250000 Penalty: 4901.349609
	Iteration 31Q: 3 clusters Score -2638582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2638586.500000 Penalty: 4901.349609
	Iteration 32Q: 3 clusters Score -2638586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2638592.750000 Penalty: 4901.349609
	Iteration 33Q: 3 clusters Score -2638593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2638597.500000 Penalty: 4901.349609
	Iteration 34Q: 3 clusters Score -2638598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2638594.500000 Penalty: 4901.349609
	Iteration 35Q: 3 clusters Score -2638594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2638594.500000 Penalty: 4901.349609
	Iteration 36Q: 3 clusters Score -2638594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2638600.250000 Penalty: 4901.349609
	Iteration 37Q: 3 clusters Score -2638600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2638605.250000 Penalty: 4901.349609
	Iteration 38Q: 3 clusters Score -2638605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2638611.500000 Penalty: 4901.349609
	Iteration 39Q: 3 clusters Score -2638612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2638615.000000 Penalty: 4901.349609
	Iteration 40F: 3 clusters Score -2638615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2638623.000000 Penalty: 4901.349609
	Iteration 41Q: 3 clusters Score -2638623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2638635.000000 Penalty: 4901.349609
	Iteration 42Q: 3 clusters Score -2638635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2638643.500000 Penalty: 4901.349609
	Iteration 43Q: 3 clusters Score -2638644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2638644.000000 Penalty: 4901.349609
	Iteration 44Q: 3 clusters Score -2638644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2638647.000000 Penalty: 4901.349609
	Iteration 45Q: 3 clusters Score -2638647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2638657.500000 Penalty: 4901.349609
	Iteration 46Q: 3 clusters Score -2638658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2638658.000000 Penalty: 4901.349609
	Iteration 47Q: 3 clusters Score -2638658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2638661.250000 Penalty: 4901.349609
	Iteration 48Q: 3 clusters Score -2638661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2638664.500000 Penalty: 4901.349609
	Iteration 49Q: 3 clusters Score -2638664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2638671.750000 Penalty: 4901.349609
	Iteration 50Q: 3 clusters Score -2638672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2638667.750000 Penalty: 4901.349609
	Iteration 51Q: 3 clusters Score -2638668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2638673.500000 Penalty: 4901.349609
	Iteration 52Q: 3 clusters Score -2638674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2638672.000000 Penalty: 4901.349609
	Iteration 53Q: 3 clusters Score -2638672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2638672.000000 Penalty: 4901.349609
	Iteration 54F: 3 clusters Score -2638672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190293 members 
Entering Unmasked Estep 
Score: -25189458.000000 Penalty: 3014.767578
	Iteration 0F: 2 clusters Score -2.518946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95009 members 
Mstep: Class 2 contains 95284 members 
Entering Unmasked Estep 
Score: -25080694.000000 Penalty: 6029.535156
	Iteration 0F: 3 clusters Score -2.508069e+07 nChanged 91506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -25134016.000000 Penalty: 6029.535156
	Iteration 1F: 3 clusters Score -2.513402e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -25134970.000000 Penalty: 6029.535156
	Iteration 2Q: 3 clusters Score -2.513497e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -25135782.000000 Penalty: 6029.535156
	Iteration 3Q: 3 clusters Score -2.513578e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -25136888.000000 Penalty: 6029.535156
	Iteration 4Q: 3 clusters Score -2.513689e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 103798 members 
Entering Unmasked Estep 
Score: -25138842.000000 Penalty: 6029.535156
	Iteration 5Q: 3 clusters Score -2.513884e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 107981 members 
Entering Unmasked Estep 
Score: -25141490.000000 Penalty: 6029.535156
	Iteration 6Q: 3 clusters Score -2.514149e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -25145730.000000 Penalty: 6029.535156
	Iteration 7Q: 3 clusters Score -2.514573e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -25151976.000000 Penalty: 6029.535156
	Iteration 8F: 3 clusters Score -2.515198e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -25160230.000000 Penalty: 6029.535156
	Iteration 9F: 3 clusters Score -2.516023e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 131494 members 
Entering Unmasked Estep 
Score: -25167432.000000 Penalty: 6029.535156
	Iteration 10F: 3 clusters Score -2.516743e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 133565 members 
Entering Unmasked Estep 
Score: -25172230.000000 Penalty: 6029.535156
	Iteration 11F: 3 clusters Score -2.517223e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 134358 members 
Entering Unmasked Estep 
Score: -25174098.000000 Penalty: 6029.535156
	Iteration 12Q: 3 clusters Score -2.51741e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 134743 members 
Entering Unmasked Estep 
Score: -25174500.000000 Penalty: 6029.535156
	Iteration 13Q: 3 clusters Score -2.51745e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 135081 members 
Entering Unmasked Estep 
Score: -25174636.000000 Penalty: 6029.535156
	Iteration 14Q: 3 clusters Score -2.517464e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -25174838.000000 Penalty: 6029.535156
	Iteration 15Q: 3 clusters Score -2.517484e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 135517 members 
Entering Unmasked Estep 
Score: -25174982.000000 Penalty: 6029.535156
	Iteration 16Q: 3 clusters Score -2.517498e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 135653 members 
Entering Unmasked Estep 
Score: -25175028.000000 Penalty: 6029.535156
	Iteration 17Q: 3 clusters Score -2.517503e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 135721 members 
Entering Unmasked Estep 
Score: -25175102.000000 Penalty: 6029.535156
	Iteration 18Q: 3 clusters Score -2.51751e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 135777 members 
Entering Unmasked Estep 
Score: -25175138.000000 Penalty: 6029.535156
	Iteration 19Q: 3 clusters Score -2.517514e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -25175302.000000 Penalty: 6029.535156
	Iteration 20F: 3 clusters Score -2.51753e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 135859 members 
Entering Unmasked Estep 
Score: -25175300.000000 Penalty: 6029.535156
	Iteration 21Q: 3 clusters Score -2.51753e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 135819 members 
Entering Unmasked Estep 
Score: -25175368.000000 Penalty: 6029.535156
	Iteration 22Q: 3 clusters Score -2.517537e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 135775 members 
Entering Unmasked Estep 
Score: -25175376.000000 Penalty: 6029.535156
	Iteration 23Q: 3 clusters Score -2.517538e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 135718 members 
Entering Unmasked Estep 
Score: -25175434.000000 Penalty: 6029.535156
	Iteration 24Q: 3 clusters Score -2.517543e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 135627 members 
Entering Unmasked Estep 
Score: -25175450.000000 Penalty: 6029.535156
	Iteration 25Q: 3 clusters Score -2.517545e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 135521 members 
Entering Unmasked Estep 
Score: -25175420.000000 Penalty: 6029.535156
	Iteration 26Q: 3 clusters Score -2.517542e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 135353 members 
Entering Unmasked Estep 
Score: -25175376.000000 Penalty: 6029.535156
	Iteration 27Q: 3 clusters Score -2.517538e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 135181 members 
Entering Unmasked Estep 
Score: -25175358.000000 Penalty: 6029.535156
	Iteration 28Q: 3 clusters Score -2.517536e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 134958 members 
Entering Unmasked Estep 
Score: -25175426.000000 Penalty: 6029.535156
	Iteration 29Q: 3 clusters Score -2.517543e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 134809 members 
Entering Unmasked Estep 
Score: -25175470.000000 Penalty: 6029.535156
	Iteration 30Q: 3 clusters Score -2.517547e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 134654 members 
Entering Unmasked Estep 
Score: -25175596.000000 Penalty: 6029.535156
	Iteration 31Q: 3 clusters Score -2.51756e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -25175628.000000 Penalty: 6029.535156
	Iteration 32Q: 3 clusters Score -2.517563e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 134296 members 
Entering Unmasked Estep 
Score: -25175672.000000 Penalty: 6029.535156
	Iteration 33Q: 3 clusters Score -2.517567e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 134088 members 
Entering Unmasked Estep 
Score: -25175766.000000 Penalty: 6029.535156
	Iteration 34Q: 3 clusters Score -2.517577e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 133936 members 
Entering Unmasked Estep 
Score: -25175874.000000 Penalty: 6029.535156
	Iteration 35Q: 3 clusters Score -2.517587e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 133814 members 
Entering Unmasked Estep 
Score: -25175876.000000 Penalty: 6029.535156
	Iteration 36Q: 3 clusters Score -2.517588e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 133731 members 
Entering Unmasked Estep 
Score: -25175992.000000 Penalty: 6029.535156
	Iteration 37Q: 3 clusters Score -2.517599e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 133635 members 
Entering Unmasked Estep 
Score: -25175964.000000 Penalty: 6029.535156
	Iteration 38Q: 3 clusters Score -2.517596e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 133543 members 
Entering Unmasked Estep 
Score: -25176042.000000 Penalty: 6029.535156
	Iteration 39Q: 3 clusters Score -2.517604e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 133415 members 
Entering Unmasked Estep 
Score: -25176006.000000 Penalty: 6029.535156
	Iteration 40F: 3 clusters Score -2.517601e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 133271 members 
Entering Unmasked Estep 
Score: -25176062.000000 Penalty: 6029.535156
	Iteration 41Q: 3 clusters Score -2.517606e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -25176100.000000 Penalty: 6029.535156
	Iteration 42Q: 3 clusters Score -2.51761e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 132886 members 
Entering Unmasked Estep 
Score: -25176124.000000 Penalty: 6029.535156
	Iteration 43Q: 3 clusters Score -2.517612e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 132708 members 
Entering Unmasked Estep 
Score: -25176124.000000 Penalty: 6029.535156
	Iteration 44Q: 3 clusters Score -2.517612e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 132548 members 
Entering Unmasked Estep 
Score: -25176208.000000 Penalty: 6029.535156
	Iteration 45Q: 3 clusters Score -2.517621e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 132428 members 
Entering Unmasked Estep 
Score: -25176272.000000 Penalty: 6029.535156
	Iteration 46Q: 3 clusters Score -2.517627e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 132288 members 
Entering Unmasked Estep 
Score: -25176242.000000 Penalty: 6029.535156
	Iteration 47Q: 3 clusters Score -2.517624e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 132141 members 
Entering Unmasked Estep 
Score: -25176296.000000 Penalty: 6029.535156
	Iteration 48Q: 3 clusters Score -2.51763e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 131985 members 
Entering Unmasked Estep 
Score: -25176364.000000 Penalty: 6029.535156
	Iteration 49Q: 3 clusters Score -2.517636e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 131884 members 
Entering Unmasked Estep 
Score: -25176428.000000 Penalty: 6029.535156
	Iteration 50Q: 3 clusters Score -2.517643e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 131801 members 
Entering Unmasked Estep 
Score: -25176508.000000 Penalty: 6029.535156
	Iteration 51Q: 3 clusters Score -2.517651e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 131715 members 
Entering Unmasked Estep 
Score: -25176504.000000 Penalty: 6029.535156
	Iteration 52Q: 3 clusters Score -2.51765e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 131645 members 
Entering Unmasked Estep 
Score: -25176526.000000 Penalty: 6029.535156
	Iteration 53Q: 3 clusters Score -2.517653e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 131625 members 
Entering Unmasked Estep 
Score: -25176564.000000 Penalty: 6029.535156
	Iteration 54Q: 3 clusters Score -2.517656e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 131587 members 
Entering Unmasked Estep 
Score: -25176630.000000 Penalty: 6029.535156
	Iteration 55Q: 3 clusters Score -2.517663e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 131533 members 
Entering Unmasked Estep 
Score: -25176638.000000 Penalty: 6029.535156
	Iteration 56Q: 3 clusters Score -2.517664e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 131483 members 
Entering Unmasked Estep 
Score: -25176730.000000 Penalty: 6029.535156
	Iteration 57Q: 3 clusters Score -2.517673e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 131457 members 
Entering Unmasked Estep 
Score: -25176786.000000 Penalty: 6029.535156
	Iteration 58Q: 3 clusters Score -2.517679e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 131396 members 
Entering Unmasked Estep 
Score: -25176800.000000 Penalty: 6029.535156
	Iteration 59Q: 3 clusters Score -2.51768e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 131324 members 
Entering Unmasked Estep 
Score: -25176868.000000 Penalty: 6029.535156
	Iteration 60F: 3 clusters Score -2.517687e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 131255 members 
Entering Unmasked Estep 
Score: -25176918.000000 Penalty: 6029.535156
	Iteration 61Q: 3 clusters Score -2.517692e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 131170 members 
Entering Unmasked Estep 
Score: -25176904.000000 Penalty: 6029.535156
	Iteration 62Q: 3 clusters Score -2.51769e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -25176888.000000 Penalty: 6029.535156
	Iteration 63Q: 3 clusters Score -2.517689e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 131087 members 
Entering Unmasked Estep 
Score: -25176868.000000 Penalty: 6029.535156
	Iteration 64Q: 3 clusters Score -2.517687e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 131063 members 
Entering Unmasked Estep 
Score: -25176886.000000 Penalty: 6029.535156
	Iteration 65Q: 3 clusters Score -2.517689e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 130985 members 
Entering Unmasked Estep 
Score: -25176910.000000 Penalty: 6029.535156
	Iteration 66Q: 3 clusters Score -2.517691e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 130959 members 
Entering Unmasked Estep 
Score: -25176992.000000 Penalty: 6029.535156
	Iteration 67Q: 3 clusters Score -2.517699e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 130947 members 
Entering Unmasked Estep 
Score: -25177022.000000 Penalty: 6029.535156
	Iteration 68Q: 3 clusters Score -2.517702e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 130909 members 
Entering Unmasked Estep 
Score: -25177026.000000 Penalty: 6029.535156
	Iteration 69Q: 3 clusters Score -2.517703e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 130879 members 
Entering Unmasked Estep 
Score: -25177034.000000 Penalty: 6029.535156
	Iteration 70Q: 3 clusters Score -2.517703e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 130847 members 
Entering Unmasked Estep 
Score: -25177080.000000 Penalty: 6029.535156
	Iteration 71Q: 3 clusters Score -2.517708e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -25177060.000000 Penalty: 6029.535156
	Iteration 72Q: 3 clusters Score -2.517706e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 130756 members 
Entering Unmasked Estep 
Score: -25177082.000000 Penalty: 6029.535156
	Iteration 73Q: 3 clusters Score -2.517708e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 130731 members 
Entering Unmasked Estep 
Score: -25177062.000000 Penalty: 6029.535156
	Iteration 74Q: 3 clusters Score -2.517706e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 130747 members 
Entering Unmasked Estep 
Score: -25177136.000000 Penalty: 6029.535156
	Iteration 75Q: 3 clusters Score -2.517714e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 130761 members 
Entering Unmasked Estep 
Score: -25177122.000000 Penalty: 6029.535156
	Iteration 76Q: 3 clusters Score -2.517712e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 130785 members 
Entering Unmasked Estep 
Score: -25177168.000000 Penalty: 6029.535156
	Iteration 77Q: 3 clusters Score -2.517717e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 130785 members 
Entering Unmasked Estep 
Score: -25177146.000000 Penalty: 6029.535156
	Iteration 78Q: 3 clusters Score -2.517715e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -25177148.000000 Penalty: 6029.535156
	Iteration 79Q: 3 clusters Score -2.517715e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -25177136.000000 Penalty: 6029.535156
	Iteration 80F: 3 clusters Score -2.517714e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 130746 members 
Entering Unmasked Estep 
Score: -25177162.000000 Penalty: 6029.535156
	Iteration 81Q: 3 clusters Score -2.517716e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 130720 members 
Entering Unmasked Estep 
Score: -25177140.000000 Penalty: 6029.535156
	Iteration 82Q: 3 clusters Score -2.517714e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 130692 members 
Entering Unmasked Estep 
Score: -25177184.000000 Penalty: 6029.535156
	Iteration 83Q: 3 clusters Score -2.517718e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 130662 members 
Entering Unmasked Estep 
Score: -25177192.000000 Penalty: 6029.535156
	Iteration 84Q: 3 clusters Score -2.517719e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -25177196.000000 Penalty: 6029.535156
	Iteration 85Q: 3 clusters Score -2.51772e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 130629 members 
Entering Unmasked Estep 
Score: -25177248.000000 Penalty: 6029.535156
	Iteration 86Q: 3 clusters Score -2.517725e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 130622 members 
Entering Unmasked Estep 
Score: -25177266.000000 Penalty: 6029.535156
	Iteration 87Q: 3 clusters Score -2.517727e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -25177252.000000 Penalty: 6029.535156
	Iteration 88Q: 3 clusters Score -2.517725e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 130631 members 
Entering Unmasked Estep 
Score: -25177240.000000 Penalty: 6029.535156
	Iteration 89Q: 3 clusters Score -2.517724e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 130630 members 
Entering Unmasked Estep 
Score: -25177252.000000 Penalty: 6029.535156
	Iteration 90Q: 3 clusters Score -2.517725e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 130642 members 
Entering Unmasked Estep 
Score: -25177262.000000 Penalty: 6029.535156
	Iteration 91Q: 3 clusters Score -2.517726e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 130657 members 
Entering Unmasked Estep 
Score: -25177238.000000 Penalty: 6029.535156
	Iteration 92Q: 3 clusters Score -2.517724e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 130692 members 
Entering Unmasked Estep 
Score: -25177294.000000 Penalty: 6029.535156
	Iteration 93Q: 3 clusters Score -2.517729e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 130721 members 
Entering Unmasked Estep 
Score: -25177338.000000 Penalty: 6029.535156
	Iteration 94Q: 3 clusters Score -2.517734e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 130739 members 
Entering Unmasked Estep 
Score: -25177300.000000 Penalty: 6029.535156
	Iteration 95Q: 3 clusters Score -2.51773e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -25177338.000000 Penalty: 6029.535156
	Iteration 96Q: 3 clusters Score -2.517734e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 130793 members 
Entering Unmasked Estep 
Score: -25177302.000000 Penalty: 6029.535156
	Iteration 97Q: 3 clusters Score -2.51773e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -25177322.000000 Penalty: 6029.535156
	Iteration 98Q: 3 clusters Score -2.517732e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 130835 members 
Entering Unmasked Estep 
Score: -25177354.000000 Penalty: 6029.535156
	Iteration 99Q: 3 clusters Score -2.517735e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 130842 members 
Entering Unmasked Estep 
Score: -25177382.000000 Penalty: 6029.535156
	Iteration 100F: 3 clusters Score -2.517738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 130841 members 
Entering Unmasked Estep 
Score: -25177390.000000 Penalty: 6029.535156
	Iteration 101Q: 3 clusters Score -2.517739e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 130840 members 
Entering Unmasked Estep 
Score: -25177410.000000 Penalty: 6029.535156
	Iteration 102Q: 3 clusters Score -2.517741e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 130844 members 
Entering Unmasked Estep 
Score: -25177420.000000 Penalty: 6029.535156
	Iteration 103Q: 3 clusters Score -2.517742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 130834 members 
Entering Unmasked Estep 
Score: -25177406.000000 Penalty: 6029.535156
	Iteration 104Q: 3 clusters Score -2.517741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 130827 members 
Entering Unmasked Estep 
Score: -25177396.000000 Penalty: 6029.535156
	Iteration 105Q: 3 clusters Score -2.51774e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 130814 members 
Entering Unmasked Estep 
Score: -25177412.000000 Penalty: 6029.535156
	Iteration 106Q: 3 clusters Score -2.517741e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 130793 members 
Entering Unmasked Estep 
Score: -25177418.000000 Penalty: 6029.535156
	Iteration 107Q: 3 clusters Score -2.517742e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 130767 members 
Entering Unmasked Estep 
Score: -25177436.000000 Penalty: 6029.535156
	Iteration 108Q: 3 clusters Score -2.517744e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 130759 members 
Entering Unmasked Estep 
Score: -25177442.000000 Penalty: 6029.535156
	Iteration 109Q: 3 clusters Score -2.517744e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 130760 members 
Entering Unmasked Estep 
Score: -25177460.000000 Penalty: 6029.535156
	Iteration 110Q: 3 clusters Score -2.517746e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 130767 members 
Entering Unmasked Estep 
Score: -25177464.000000 Penalty: 6029.535156
	Iteration 111Q: 3 clusters Score -2.517746e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 130786 members 
Entering Unmasked Estep 
Score: -25177432.000000 Penalty: 6029.535156
	Iteration 112Q: 3 clusters Score -2.517743e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 130815 members 
Entering Unmasked Estep 
Score: -25177472.000000 Penalty: 6029.535156
	Iteration 113Q: 3 clusters Score -2.517747e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 130830 members 
Entering Unmasked Estep 
Score: -25177472.000000 Penalty: 6029.535156
	Iteration 114Q: 3 clusters Score -2.517747e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 130835 members 
Entering Unmasked Estep 
Score: -25177506.000000 Penalty: 6029.535156
	Iteration 115Q: 3 clusters Score -2.517751e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 130839 members 
Entering Unmasked Estep 
Score: -25177506.000000 Penalty: 6029.535156
	Iteration 116Q: 3 clusters Score -2.517751e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 130852 members 
Entering Unmasked Estep 
Score: -25177544.000000 Penalty: 6029.535156
	Iteration 117Q: 3 clusters Score -2.517754e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 130863 members 
Entering Unmasked Estep 
Score: -25177512.000000 Penalty: 6029.535156
	Iteration 118Q: 3 clusters Score -2.517751e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 130875 members 
Entering Unmasked Estep 
Score: -25177544.000000 Penalty: 6029.535156
	Iteration 119Q: 3 clusters Score -2.517754e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 130871 members 
Entering Unmasked Estep 
Score: -25177488.000000 Penalty: 6029.535156
	Iteration 120F: 3 clusters Score -2.517749e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 130872 members 
Entering Unmasked Estep 
Score: -25177512.000000 Penalty: 6029.535156
	Iteration 121Q: 3 clusters Score -2.517751e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 130858 members 
Entering Unmasked Estep 
Score: -25177554.000000 Penalty: 6029.535156
	Iteration 122Q: 3 clusters Score -2.517755e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 130843 members 
Entering Unmasked Estep 
Score: -25177536.000000 Penalty: 6029.535156
	Iteration 123Q: 3 clusters Score -2.517754e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 130848 members 
Entering Unmasked Estep 
Score: -25177532.000000 Penalty: 6029.535156
	Iteration 124Q: 3 clusters Score -2.517753e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 130857 members 
Entering Unmasked Estep 
Score: -25177588.000000 Penalty: 6029.535156
	Iteration 125Q: 3 clusters Score -2.517759e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 130847 members 
Entering Unmasked Estep 
Score: -25177568.000000 Penalty: 6029.535156
	Iteration 126Q: 3 clusters Score -2.517757e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 130853 members 
Entering Unmasked Estep 
Score: -25177598.000000 Penalty: 6029.535156
	Iteration 127Q: 3 clusters Score -2.51776e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -25177554.000000 Penalty: 6029.535156
	Iteration 128Q: 3 clusters Score -2.517755e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 130864 members 
Entering Unmasked Estep 
Score: -25177570.000000 Penalty: 6029.535156
	Iteration 129Q: 3 clusters Score -2.517757e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 130877 members 
Entering Unmasked Estep 
Score: -25177562.000000 Penalty: 6029.535156
	Iteration 130Q: 3 clusters Score -2.517756e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 130895 members 
Entering Unmasked Estep 
Score: -25177558.000000 Penalty: 6029.535156
	Iteration 131Q: 3 clusters Score -2.517756e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 130918 members 
Entering Unmasked Estep 
Score: -25177572.000000 Penalty: 6029.535156
	Iteration 132Q: 3 clusters Score -2.517757e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 130938 members 
Entering Unmasked Estep 
Score: -25177556.000000 Penalty: 6029.535156
	Iteration 133Q: 3 clusters Score -2.517756e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 130956 members 
Entering Unmasked Estep 
Score: -25177562.000000 Penalty: 6029.535156
	Iteration 134Q: 3 clusters Score -2.517756e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -25177566.000000 Penalty: 6029.535156
	Iteration 135Q: 3 clusters Score -2.517757e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 130972 members 
Entering Unmasked Estep 
Score: -25177586.000000 Penalty: 6029.535156
	Iteration 136Q: 3 clusters Score -2.517759e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -25177654.000000 Penalty: 6029.535156
	Iteration 137Q: 3 clusters Score -2.517765e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 131012 members 
Entering Unmasked Estep 
Score: -25177654.000000 Penalty: 6029.535156
	Iteration 138Q: 3 clusters Score -2.517765e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -25177716.000000 Penalty: 6029.535156
	Iteration 139Q: 3 clusters Score -2.517772e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 131083 members 
Entering Unmasked Estep 
Score: -25177722.000000 Penalty: 6029.535156
	Iteration 140F: 3 clusters Score -2.517772e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 131124 members 
Entering Unmasked Estep 
Score: -25177764.000000 Penalty: 6029.535156
	Iteration 141Q: 3 clusters Score -2.517776e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 131173 members 
Entering Unmasked Estep 
Score: -25177820.000000 Penalty: 6029.535156
	Iteration 142Q: 3 clusters Score -2.517782e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 131208 members 
Entering Unmasked Estep 
Score: -25177786.000000 Penalty: 6029.535156
	Iteration 143Q: 3 clusters Score -2.517779e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 131232 members 
Entering Unmasked Estep 
Score: -25177794.000000 Penalty: 6029.535156
	Iteration 144Q: 3 clusters Score -2.517779e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 131277 members 
Entering Unmasked Estep 
Score: -25177816.000000 Penalty: 6029.535156
	Iteration 145Q: 3 clusters Score -2.517782e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 131323 members 
Entering Unmasked Estep 
Score: -25177842.000000 Penalty: 6029.535156
	Iteration 146Q: 3 clusters Score -2.517784e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 131371 members 
Entering Unmasked Estep 
Score: -25177828.000000 Penalty: 6029.535156
	Iteration 147Q: 3 clusters Score -2.517783e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 131412 members 
Entering Unmasked Estep 
Score: -25177838.000000 Penalty: 6029.535156
	Iteration 148Q: 3 clusters Score -2.517784e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 131449 members 
Entering Unmasked Estep 
Score: -25177822.000000 Penalty: 6029.535156
	Iteration 149Q: 3 clusters Score -2.517782e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 131496 members 
Entering Unmasked Estep 
Score: -25177842.000000 Penalty: 6029.535156
	Iteration 150Q: 3 clusters Score -2.517784e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 131536 members 
Entering Unmasked Estep 
Score: -25177818.000000 Penalty: 6029.535156
	Iteration 151Q: 3 clusters Score -2.517782e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 131574 members 
Entering Unmasked Estep 
Score: -25177812.000000 Penalty: 6029.535156
	Iteration 152Q: 3 clusters Score -2.517781e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -25177818.000000 Penalty: 6029.535156
	Iteration 153Q: 3 clusters Score -2.517782e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 131666 members 
Entering Unmasked Estep 
Score: -25177834.000000 Penalty: 6029.535156
	Iteration 154Q: 3 clusters Score -2.517783e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 131708 members 
Entering Unmasked Estep 
Score: -25177822.000000 Penalty: 6029.535156
	Iteration 155Q: 3 clusters Score -2.517782e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 131738 members 
Entering Unmasked Estep 
Score: -25177854.000000 Penalty: 6029.535156
	Iteration 156Q: 3 clusters Score -2.517785e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 131774 members 
Entering Unmasked Estep 
Score: -25177878.000000 Penalty: 6029.535156
	Iteration 157Q: 3 clusters Score -2.517788e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 131804 members 
Entering Unmasked Estep 
Score: -25177902.000000 Penalty: 6029.535156
	Iteration 158Q: 3 clusters Score -2.51779e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 131833 members 
Entering Unmasked Estep 
Score: -25177856.000000 Penalty: 6029.535156
	Iteration 159Q: 3 clusters Score -2.517786e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 131856 members 
Entering Unmasked Estep 
Score: -25177878.000000 Penalty: 6029.535156
	Iteration 160F: 3 clusters Score -2.517788e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 131881 members 
Entering Unmasked Estep 
Score: -25177866.000000 Penalty: 6029.535156
	Iteration 161Q: 3 clusters Score -2.517787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 131896 members 
Entering Unmasked Estep 
Score: -25177886.000000 Penalty: 6029.535156
	Iteration 162Q: 3 clusters Score -2.517789e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 131922 members 
Entering Unmasked Estep 
Score: -25177924.000000 Penalty: 6029.535156
	Iteration 163Q: 3 clusters Score -2.517792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 131942 members 
Entering Unmasked Estep 
Score: -25177914.000000 Penalty: 6029.535156
	Iteration 164Q: 3 clusters Score -2.517791e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 131960 members 
Entering Unmasked Estep 
Score: -25177900.000000 Penalty: 6029.535156
	Iteration 165Q: 3 clusters Score -2.51779e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 131990 members 
Entering Unmasked Estep 
Score: -25177900.000000 Penalty: 6029.535156
	Iteration 166Q: 3 clusters Score -2.51779e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 132020 members 
Entering Unmasked Estep 
Score: -25177912.000000 Penalty: 6029.535156
	Iteration 167Q: 3 clusters Score -2.517791e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
Score: -25177888.000000 Penalty: 6029.535156
	Iteration 168Q: 3 clusters Score -2.517789e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 132079 members 
Entering Unmasked Estep 
Score: -25177920.000000 Penalty: 6029.535156
	Iteration 169Q: 3 clusters Score -2.517792e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 132104 members 
Entering Unmasked Estep 
Score: -25177912.000000 Penalty: 6029.535156
	Iteration 170Q: 3 clusters Score -2.517791e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -25177902.000000 Penalty: 6029.535156
	Iteration 171Q: 3 clusters Score -2.51779e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 132145 members 
Entering Unmasked Estep 
Score: -25177916.000000 Penalty: 6029.535156
	Iteration 172Q: 3 clusters Score -2.517792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 132165 members 
Entering Unmasked Estep 
Score: -25177922.000000 Penalty: 6029.535156
	Iteration 173Q: 3 clusters Score -2.517792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 132182 members 
Entering Unmasked Estep 
Score: -25177924.000000 Penalty: 6029.535156
	Iteration 174Q: 3 clusters Score -2.517792e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -25177944.000000 Penalty: 6029.535156
	Iteration 175Q: 3 clusters Score -2.517794e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 132234 members 
Entering Unmasked Estep 
Score: -25177980.000000 Penalty: 6029.535156
	Iteration 176Q: 3 clusters Score -2.517798e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 132263 members 
Entering Unmasked Estep 
Score: -25177982.000000 Penalty: 6029.535156
	Iteration 177Q: 3 clusters Score -2.517798e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 132294 members 
Entering Unmasked Estep 
Score: -25177974.000000 Penalty: 6029.535156
	Iteration 178Q: 3 clusters Score -2.517797e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 132336 members 
Entering Unmasked Estep 
Score: -25177956.000000 Penalty: 6029.535156
	Iteration 179Q: 3 clusters Score -2.517796e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 132376 members 
Entering Unmasked Estep 
Score: -25177946.000000 Penalty: 6029.535156
	Iteration 180F: 3 clusters Score -2.517795e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 132409 members 
Entering Unmasked Estep 
Score: -25177924.000000 Penalty: 6029.535156
	Iteration 181Q: 3 clusters Score -2.517792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -25177910.000000 Penalty: 6029.535156
	Iteration 182Q: 3 clusters Score -2.517791e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 132470 members 
Entering Unmasked Estep 
Score: -25177932.000000 Penalty: 6029.535156
	Iteration 183Q: 3 clusters Score -2.517793e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 132501 members 
Entering Unmasked Estep 
Score: -25177996.000000 Penalty: 6029.535156
	Iteration 184Q: 3 clusters Score -2.5178e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 132542 members 
Entering Unmasked Estep 
Score: -25178006.000000 Penalty: 6029.535156
	Iteration 185Q: 3 clusters Score -2.517801e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 132589 members 
Entering Unmasked Estep 
Score: -25177998.000000 Penalty: 6029.535156
	Iteration 186Q: 3 clusters Score -2.5178e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 132635 members 
Entering Unmasked Estep 
Score: -25178008.000000 Penalty: 6029.535156
	Iteration 187Q: 3 clusters Score -2.517801e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 132682 members 
Entering Unmasked Estep 
Score: -25178046.000000 Penalty: 6029.535156
	Iteration 188Q: 3 clusters Score -2.517805e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 132729 members 
Entering Unmasked Estep 
Score: -25178070.000000 Penalty: 6029.535156
	Iteration 189Q: 3 clusters Score -2.517807e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 132794 members 
Entering Unmasked Estep 
Score: -25178056.000000 Penalty: 6029.535156
	Iteration 190Q: 3 clusters Score -2.517806e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 132860 members 
Entering Unmasked Estep 
Score: -25178094.000000 Penalty: 6029.535156
	Iteration 191Q: 3 clusters Score -2.517809e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 132944 members 
Entering Unmasked Estep 
Score: -25178064.000000 Penalty: 6029.535156
	Iteration 192Q: 3 clusters Score -2.517806e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 133021 members 
Entering Unmasked Estep 
Score: -25178094.000000 Penalty: 6029.535156
	Iteration 193Q: 3 clusters Score -2.517809e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 133108 members 
Entering Unmasked Estep 
Score: -25178100.000000 Penalty: 6029.535156
	Iteration 194Q: 3 clusters Score -2.51781e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -25178122.000000 Penalty: 6029.535156
	Iteration 195Q: 3 clusters Score -2.517812e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 133322 members 
Entering Unmasked Estep 
Score: -25178152.000000 Penalty: 6029.535156
	Iteration 196Q: 3 clusters Score -2.517815e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -25178136.000000 Penalty: 6029.535156
	Iteration 197Q: 3 clusters Score -2.517814e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 133573 members 
Entering Unmasked Estep 
Score: -25178144.000000 Penalty: 6029.535156
	Iteration 198Q: 3 clusters Score -2.517814e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 133712 members 
Entering Unmasked Estep 
Score: -25178112.000000 Penalty: 6029.535156
	Iteration 199Q: 3 clusters Score -2.517811e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 133843 members 
Entering Unmasked Estep 
Score: -25178138.000000 Penalty: 6029.535156
	Iteration 200F: 3 clusters Score -2.517814e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 133958 members 
Entering Unmasked Estep 
Score: -25178178.000000 Penalty: 6029.535156
	Iteration 201Q: 3 clusters Score -2.517818e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 134061 members 
Entering Unmasked Estep 
Score: -25178198.000000 Penalty: 6029.535156
	Iteration 202Q: 3 clusters Score -2.51782e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 134179 members 
Entering Unmasked Estep 
Score: -25178264.000000 Penalty: 6029.535156
	Iteration 203Q: 3 clusters Score -2.517826e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 134299 members 
Entering Unmasked Estep 
Score: -25178266.000000 Penalty: 6029.535156
	Iteration 204Q: 3 clusters Score -2.517827e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -25178326.000000 Penalty: 6029.535156
	Iteration 205Q: 3 clusters Score -2.517833e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 134558 members 
Entering Unmasked Estep 
Score: -25178352.000000 Penalty: 6029.535156
	Iteration 206Q: 3 clusters Score -2.517835e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 134685 members 
Entering Unmasked Estep 
Score: -25178418.000000 Penalty: 6029.535156
	Iteration 207Q: 3 clusters Score -2.517842e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 134830 members 
Entering Unmasked Estep 
Score: -25178406.000000 Penalty: 6029.535156
	Iteration 208Q: 3 clusters Score -2.517841e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -25178460.000000 Penalty: 6029.535156
	Iteration 209Q: 3 clusters Score -2.517846e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 135139 members 
Entering Unmasked Estep 
Score: -25178438.000000 Penalty: 6029.535156
	Iteration 210Q: 3 clusters Score -2.517844e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 135267 members 
Entering Unmasked Estep 
Score: -25178412.000000 Penalty: 6029.535156
	Iteration 211Q: 3 clusters Score -2.517841e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 135398 members 
Entering Unmasked Estep 
Score: -25178492.000000 Penalty: 6029.535156
	Iteration 212Q: 3 clusters Score -2.517849e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 135521 members 
Entering Unmasked Estep 
Score: -25178508.000000 Penalty: 6029.535156
	Iteration 213Q: 3 clusters Score -2.517851e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 135649 members 
Entering Unmasked Estep 
Score: -25178556.000000 Penalty: 6029.535156
	Iteration 214Q: 3 clusters Score -2.517856e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 135769 members 
Entering Unmasked Estep 
Score: -25178626.000000 Penalty: 6029.535156
	Iteration 215Q: 3 clusters Score -2.517863e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 135923 members 
Entering Unmasked Estep 
Score: -25178612.000000 Penalty: 6029.535156
	Iteration 216Q: 3 clusters Score -2.517861e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 136079 members 
Entering Unmasked Estep 
Score: -25178646.000000 Penalty: 6029.535156
	Iteration 217Q: 3 clusters Score -2.517865e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 136246 members 
Entering Unmasked Estep 
Score: -25178648.000000 Penalty: 6029.535156
	Iteration 218Q: 3 clusters Score -2.517865e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 136418 members 
Entering Unmasked Estep 
Score: -25178670.000000 Penalty: 6029.535156
	Iteration 219Q: 3 clusters Score -2.517867e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 136594 members 
Entering Unmasked Estep 
Score: -25178734.000000 Penalty: 6029.535156
	Iteration 220F: 3 clusters Score -2.517873e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 136780 members 
Entering Unmasked Estep 
Score: -25178748.000000 Penalty: 6029.535156
	Iteration 221Q: 3 clusters Score -2.517875e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 136977 members 
Entering Unmasked Estep 
Score: -25178836.000000 Penalty: 6029.535156
	Iteration 222Q: 3 clusters Score -2.517884e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
Score: -25178826.000000 Penalty: 6029.535156
	Iteration 223Q: 3 clusters Score -2.517883e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 137372 members 
Entering Unmasked Estep 
Score: -25178890.000000 Penalty: 6029.535156
	Iteration 224Q: 3 clusters Score -2.517889e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 137598 members 
Entering Unmasked Estep 
Score: -25178912.000000 Penalty: 6029.535156
	Iteration 225Q: 3 clusters Score -2.517891e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 137839 members 
Entering Unmasked Estep 
Score: -25178904.000000 Penalty: 6029.535156
	Iteration 226Q: 3 clusters Score -2.51789e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 138093 members 
Entering Unmasked Estep 
Score: -25178938.000000 Penalty: 6029.535156
	Iteration 227Q: 3 clusters Score -2.517894e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 138368 members 
Entering Unmasked Estep 
Score: -25178952.000000 Penalty: 6029.535156
	Iteration 228Q: 3 clusters Score -2.517895e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 138671 members 
Entering Unmasked Estep 
Score: -25178980.000000 Penalty: 6029.535156
	Iteration 229Q: 3 clusters Score -2.517898e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 138985 members 
Entering Unmasked Estep 
Score: -25179020.000000 Penalty: 6029.535156
	Iteration 230Q: 3 clusters Score -2.517902e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 139343 members 
Entering Unmasked Estep 
Score: -25179092.000000 Penalty: 6029.535156
	Iteration 231Q: 3 clusters Score -2.517909e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -25179082.000000 Penalty: 6029.535156
	Iteration 232Q: 3 clusters Score -2.517908e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -25179110.000000 Penalty: 6029.535156
	Iteration 233Q: 3 clusters Score -2.517911e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 140534 members 
Entering Unmasked Estep 
Score: -25179220.000000 Penalty: 6029.535156
	Iteration 234Q: 3 clusters Score -2.517922e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 141027 members 
Entering Unmasked Estep 
Score: -25179332.000000 Penalty: 6029.535156
	Iteration 235Q: 3 clusters Score -2.517933e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 141585 members 
Entering Unmasked Estep 
Score: -25179444.000000 Penalty: 6029.535156
	Iteration 236Q: 3 clusters Score -2.517944e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 142165 members 
Entering Unmasked Estep 
Score: -25179556.000000 Penalty: 6029.535156
	Iteration 237Q: 3 clusters Score -2.517956e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -25179600.000000 Penalty: 6029.535156
	Iteration 238Q: 3 clusters Score -2.51796e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 143410 members 
Entering Unmasked Estep 
Score: -25179830.000000 Penalty: 6029.535156
	Iteration 239Q: 3 clusters Score -2.517983e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 144040 members 
Entering Unmasked Estep 
Score: -25179966.000000 Penalty: 6029.535156
	Iteration 240F: 3 clusters Score -2.517997e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -25180120.000000 Penalty: 6029.535156
	Iteration 241Q: 3 clusters Score -2.518012e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -25180296.000000 Penalty: 6029.535156
	Iteration 242Q: 3 clusters Score -2.51803e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 146102 members 
Entering Unmasked Estep 
Score: -25180456.000000 Penalty: 6029.535156
	Iteration 243Q: 3 clusters Score -2.518046e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 146841 members 
Entering Unmasked Estep 
Score: -25180636.000000 Penalty: 6029.535156
	Iteration 244Q: 3 clusters Score -2.518064e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -25180836.000000 Penalty: 6029.535156
	Iteration 245Q: 3 clusters Score -2.518084e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 148349 members 
Entering Unmasked Estep 
Score: -25180954.000000 Penalty: 6029.535156
	Iteration 246Q: 3 clusters Score -2.518095e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 149129 members 
Entering Unmasked Estep 
Score: -25181140.000000 Penalty: 6029.535156
	Iteration 247Q: 3 clusters Score -2.518114e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 149986 members 
Entering Unmasked Estep 
Score: -25181368.000000 Penalty: 6029.535156
	Iteration 248Q: 3 clusters Score -2.518137e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 150896 members 
Entering Unmasked Estep 
Score: -25181686.000000 Penalty: 6029.535156
	Iteration 249Q: 3 clusters Score -2.518169e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 151876 members 
Entering Unmasked Estep 
Score: -25182136.000000 Penalty: 6029.535156
	Iteration 250Q: 3 clusters Score -2.518214e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 152910 members 
Entering Unmasked Estep 
Score: -25182510.000000 Penalty: 6029.535156
	Iteration 251Q: 3 clusters Score -2.518251e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -25182830.000000 Penalty: 6029.535156
	Iteration 252Q: 3 clusters Score -2.518283e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 155049 members 
Entering Unmasked Estep 
Score: -25183194.000000 Penalty: 6029.535156
	Iteration 253Q: 3 clusters Score -2.518319e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -25183566.000000 Penalty: 6029.535156
	Iteration 254Q: 3 clusters Score -2.518357e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 157476 members 
Entering Unmasked Estep 
Score: -25183892.000000 Penalty: 6029.535156
	Iteration 255Q: 3 clusters Score -2.518389e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 158790 members 
Entering Unmasked Estep 
Score: -25184200.000000 Penalty: 6029.535156
	Iteration 256Q: 3 clusters Score -2.51842e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 160138 members 
Entering Unmasked Estep 
Score: -25184678.000000 Penalty: 6029.535156
	Iteration 257Q: 3 clusters Score -2.518468e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 161566 members 
Entering Unmasked Estep 
Score: -25185014.000000 Penalty: 6029.535156
	Iteration 258Q: 3 clusters Score -2.518501e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 162893 members 
Entering Unmasked Estep 
Score: -25185368.000000 Penalty: 6029.535156
	Iteration 259Q: 3 clusters Score -2.518537e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -25185538.000000 Penalty: 6029.535156
	Iteration 260F: 3 clusters Score -2.518554e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -25185840.000000 Penalty: 6029.535156
	Iteration 261Q: 3 clusters Score -2.518584e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 167008 members 
Entering Unmasked Estep 
Score: -25186226.000000 Penalty: 6029.535156
	Iteration 262Q: 3 clusters Score -2.518623e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 168422 members 
Entering Unmasked Estep 
Score: -25186614.000000 Penalty: 6029.535156
	Iteration 263Q: 3 clusters Score -2.518661e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 169825 members 
Entering Unmasked Estep 
Score: -25186896.000000 Penalty: 6029.535156
	Iteration 264Q: 3 clusters Score -2.51869e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -25187004.000000 Penalty: 6029.535156
	Iteration 265Q: 3 clusters Score -2.5187e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 172500 members 
Entering Unmasked Estep 
Score: -25187350.000000 Penalty: 6029.535156
	Iteration 266Q: 3 clusters Score -2.518735e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 173773 members 
Entering Unmasked Estep 
Score: -25187530.000000 Penalty: 6029.535156
	Iteration 267Q: 3 clusters Score -2.518753e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 174942 members 
Entering Unmasked Estep 
Score: -25187526.000000 Penalty: 6029.535156
	Iteration 268Q: 3 clusters Score -2.518753e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 176093 members 
Entering Unmasked Estep 
Score: -25187632.000000 Penalty: 6029.535156
	Iteration 269Q: 3 clusters Score -2.518763e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 177166 members 
Entering Unmasked Estep 
Score: -25187740.000000 Penalty: 6029.535156
	Iteration 270Q: 3 clusters Score -2.518774e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 178220 members 
Entering Unmasked Estep 
Score: -25187702.000000 Penalty: 6029.535156
	Iteration 271Q: 3 clusters Score -2.51877e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 179206 members 
Entering Unmasked Estep 
Score: -25187820.000000 Penalty: 6029.535156
	Iteration 272Q: 3 clusters Score -2.518782e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 180119 members 
Entering Unmasked Estep 
Score: -25188024.000000 Penalty: 6029.535156
	Iteration 273Q: 3 clusters Score -2.518802e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 181024 members 
Entering Unmasked Estep 
Score: -25187968.000000 Penalty: 6029.535156
	Iteration 274Q: 3 clusters Score -2.518797e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 181880 members 
Entering Unmasked Estep 
Score: -25188098.000000 Penalty: 6029.535156
	Iteration 275Q: 3 clusters Score -2.51881e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 182660 members 
Entering Unmasked Estep 
Score: -25188228.000000 Penalty: 6029.535156
	Iteration 276Q: 3 clusters Score -2.518823e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 183348 members 
Entering Unmasked Estep 
Score: -25188208.000000 Penalty: 6029.535156
	Iteration 277Q: 3 clusters Score -2.518821e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 183983 members 
Entering Unmasked Estep 
Score: -25188244.000000 Penalty: 6029.535156
	Iteration 278Q: 3 clusters Score -2.518824e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 184568 members 
Entering Unmasked Estep 
Score: -25188242.000000 Penalty: 6029.535156
	Iteration 279Q: 3 clusters Score -2.518824e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 185082 members 
Entering Unmasked Estep 
Score: -25188212.000000 Penalty: 6029.535156
	Iteration 280F: 3 clusters Score -2.518821e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 185547 members 
Entering Unmasked Estep 
Score: -25188242.000000 Penalty: 6029.535156
	Iteration 281Q: 3 clusters Score -2.518824e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 185900 members 
Entering Unmasked Estep 
Score: -25188202.000000 Penalty: 6029.535156
	Iteration 282Q: 3 clusters Score -2.51882e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -25188180.000000 Penalty: 6029.535156
	Iteration 283Q: 3 clusters Score -2.518818e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 186521 members 
Entering Unmasked Estep 
Score: -25188198.000000 Penalty: 6029.535156
	Iteration 284Q: 3 clusters Score -2.51882e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 186753 members 
Entering Unmasked Estep 
Score: -25188210.000000 Penalty: 6029.535156
	Iteration 285Q: 3 clusters Score -2.518821e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 186930 members 
Entering Unmasked Estep 
Score: -25188208.000000 Penalty: 6029.535156
	Iteration 286Q: 3 clusters Score -2.518821e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 187088 members 
Entering Unmasked Estep 
Score: -25188192.000000 Penalty: 6029.535156
	Iteration 287Q: 3 clusters Score -2.518819e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 187228 members 
Entering Unmasked Estep 
Score: -25188232.000000 Penalty: 6029.535156
	Iteration 288Q: 3 clusters Score -2.518823e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 187343 members 
Entering Unmasked Estep 
Score: -25188202.000000 Penalty: 6029.535156
	Iteration 289Q: 3 clusters Score -2.51882e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 187464 members 
Entering Unmasked Estep 
Score: -25188178.000000 Penalty: 6029.535156
	Iteration 290Q: 3 clusters Score -2.518818e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 187576 members 
Entering Unmasked Estep 
Score: -25188186.000000 Penalty: 6029.535156
	Iteration 291Q: 3 clusters Score -2.518819e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 187673 members 
Entering Unmasked Estep 
Score: -25188150.000000 Penalty: 6029.535156
	Iteration 292Q: 3 clusters Score -2.518815e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 187758 members 
Entering Unmasked Estep 
Score: -25188160.000000 Penalty: 6029.535156
	Iteration 293Q: 3 clusters Score -2.518816e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 187835 members 
Entering Unmasked Estep 
Score: -25188126.000000 Penalty: 6029.535156
	Iteration 294Q: 3 clusters Score -2.518813e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 187893 members 
Entering Unmasked Estep 
Score: -25188134.000000 Penalty: 6029.535156
	Iteration 295Q: 3 clusters Score -2.518813e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 187954 members 
Entering Unmasked Estep 
Score: -25188076.000000 Penalty: 6029.535156
	Iteration 296Q: 3 clusters Score -2.518808e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 188002 members 
Entering Unmasked Estep 
Score: -25188112.000000 Penalty: 6029.535156
	Iteration 297Q: 3 clusters Score -2.518811e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 188038 members 
Entering Unmasked Estep 
Score: -25188082.000000 Penalty: 6029.535156
	Iteration 298Q: 3 clusters Score -2.518808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 188065 members 
Entering Unmasked Estep 
Score: -25188062.000000 Penalty: 6029.535156
	Iteration 299Q: 3 clusters Score -2.518806e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 188095 members 
Entering Unmasked Estep 
Score: -25188046.000000 Penalty: 6029.535156
	Iteration 300F: 3 clusters Score -2.518805e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 188128 members 
Entering Unmasked Estep 
Score: -25188068.000000 Penalty: 6029.535156
	Iteration 301Q: 3 clusters Score -2.518807e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 188156 members 
Entering Unmasked Estep 
Score: -25188060.000000 Penalty: 6029.535156
	Iteration 302Q: 3 clusters Score -2.518806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 188175 members 
Entering Unmasked Estep 
Score: -25188058.000000 Penalty: 6029.535156
	Iteration 303Q: 3 clusters Score -2.518806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 188197 members 
Entering Unmasked Estep 
Score: -25188038.000000 Penalty: 6029.535156
	Iteration 304Q: 3 clusters Score -2.518804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 188214 members 
Entering Unmasked Estep 
Score: -25188070.000000 Penalty: 6029.535156
	Iteration 305Q: 3 clusters Score -2.518807e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 188241 members 
Entering Unmasked Estep 
Score: -25188040.000000 Penalty: 6029.535156
	Iteration 306Q: 3 clusters Score -2.518804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 188265 members 
Entering Unmasked Estep 
Score: -25188034.000000 Penalty: 6029.535156
	Iteration 307Q: 3 clusters Score -2.518803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 188284 members 
Entering Unmasked Estep 
Score: -25187994.000000 Penalty: 6029.535156
	Iteration 308Q: 3 clusters Score -2.518799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 188301 members 
Entering Unmasked Estep 
Score: -25187994.000000 Penalty: 6029.535156
	Iteration 309Q: 3 clusters Score -2.518799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 188309 members 
Entering Unmasked Estep 
Score: -25187998.000000 Penalty: 6029.535156
	Iteration 310Q: 3 clusters Score -2.5188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 188320 members 
Entering Unmasked Estep 
Score: -25188002.000000 Penalty: 6029.535156
	Iteration 311Q: 3 clusters Score -2.5188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 188325 members 
Entering Unmasked Estep 
Score: -25187990.000000 Penalty: 6029.535156
	Iteration 312Q: 3 clusters Score -2.518799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 188336 members 
Entering Unmasked Estep 
Score: -25188008.000000 Penalty: 6029.535156
	Iteration 313Q: 3 clusters Score -2.518801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 188343 members 
Entering Unmasked Estep 
Score: -25187988.000000 Penalty: 6029.535156
	Iteration 314Q: 3 clusters Score -2.518799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 188349 members 
Entering Unmasked Estep 
Score: -25188002.000000 Penalty: 6029.535156
	Iteration 315Q: 3 clusters Score -2.5188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 188354 members 
Entering Unmasked Estep 
Score: -25187990.000000 Penalty: 6029.535156
	Iteration 316Q: 3 clusters Score -2.518799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 188357 members 
Entering Unmasked Estep 
Score: -25187988.000000 Penalty: 6029.535156
	Iteration 317Q: 3 clusters Score -2.518799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 188362 members 
Entering Unmasked Estep 
Score: -25187994.000000 Penalty: 6029.535156
	Iteration 318Q: 3 clusters Score -2.518799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 188366 members 
Entering Unmasked Estep 
Score: -25187996.000000 Penalty: 6029.535156
	Iteration 319Q: 3 clusters Score -2.5188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 188366 members 
Entering Unmasked Estep 
Score: -25187992.000000 Penalty: 6029.535156
	Iteration 320F: 3 clusters Score -2.518799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 188369 members 
Entering Unmasked Estep 
Score: -25187996.000000 Penalty: 6029.535156
	Iteration 321Q: 3 clusters Score -2.5188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 188376 members 
Entering Unmasked Estep 
Score: -25187980.000000 Penalty: 6029.535156
	Iteration 322Q: 3 clusters Score -2.518798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 188381 members 
Entering Unmasked Estep 
Score: -25188000.000000 Penalty: 6029.535156
	Iteration 323Q: 3 clusters Score -2.5188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 188384 members 
Entering Unmasked Estep 
Score: -25187998.000000 Penalty: 6029.535156
	Iteration 324Q: 3 clusters Score -2.5188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 188388 members 
Entering Unmasked Estep 
Score: -25188010.000000 Penalty: 6029.535156
	Iteration 325Q: 3 clusters Score -2.518801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 188394 members 
Entering Unmasked Estep 
Score: -25188000.000000 Penalty: 6029.535156
	Iteration 326Q: 3 clusters Score -2.5188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 188400 members 
Entering Unmasked Estep 
Score: -25188002.000000 Penalty: 6029.535156
	Iteration 327Q: 3 clusters Score -2.5188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 188406 members 
Entering Unmasked Estep 
Score: -25188000.000000 Penalty: 6029.535156
	Iteration 328Q: 3 clusters Score -2.5188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 188412 members 
Entering Unmasked Estep 
Score: -25187994.000000 Penalty: 6029.535156
	Iteration 329Q: 3 clusters Score -2.518799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 188414 members 
Entering Unmasked Estep 
Score: -25188004.000000 Penalty: 6029.535156
	Iteration 330Q: 3 clusters Score -2.5188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 188417 members 
Entering Unmasked Estep 
Score: -25187996.000000 Penalty: 6029.535156
	Iteration 331Q: 3 clusters Score -2.5188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 188421 members 
Entering Unmasked Estep 
Score: -25188006.000000 Penalty: 6029.535156
	Iteration 332Q: 3 clusters Score -2.518801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 188425 members 
Entering Unmasked Estep 
Score: -25187992.000000 Penalty: 6029.535156
	Iteration 333Q: 3 clusters Score -2.518799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 188427 members 
Entering Unmasked Estep 
Score: -25187978.000000 Penalty: 6029.535156
	Iteration 334Q: 3 clusters Score -2.518798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 188428 members 
Entering Unmasked Estep 
Score: -25187972.000000 Penalty: 6029.535156
	Iteration 335Q: 3 clusters Score -2.518797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 188428 members 
Entering Unmasked Estep 
Score: -25187972.000000 Penalty: 6029.535156
	Iteration 336F: 3 clusters Score -2.518797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -250922.906250 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -250922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -248310.421875 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -248310.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -248760.296875 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -248760.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248879.968750 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -248880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -248943.968750 Penalty: 3753.916260
	Iteration 3Q: 3 clusters Score -248944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248976.703125 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -248976.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -249010.171875 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -249010.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -249029.906250 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -249029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249038.984375 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -249039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -249043.125000 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -249043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -249050.734375 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -249050.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -249056.390625 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -249056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -249059.156250 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -249059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249060.421875 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -249060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -249062.312500 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -249062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -249063.046875 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -249063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -249063.203125 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -249063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -249063.640625 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -249063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -249065.203125 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -249065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -249066.109375 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -249066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -249066.109375 Penalty: 3753.916260
	Iteration 19F: 3 clusters Score -249066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196434 members 
Entering Unmasked Estep 
Score: -26057800.000000 Penalty: 3022.644287
	Iteration 0F: 2 clusters Score -2.60578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -25930970.000000 Penalty: 6045.288574
	Iteration 0F: 3 clusters Score -2.593097e+07 nChanged 94320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 95524 members 
Entering Unmasked Estep 
Score: -25986166.000000 Penalty: 6045.288574
	Iteration 1F: 3 clusters Score -2.598617e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -25987520.000000 Penalty: 6045.288574
	Iteration 2Q: 3 clusters Score -2.598752e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -25989806.000000 Penalty: 6045.288574
	Iteration 3Q: 3 clusters Score -2.598981e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110220 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -25993018.000000 Penalty: 6045.288574
	Iteration 4Q: 3 clusters Score -2.599302e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116615 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -25998426.000000 Penalty: 6045.288574
	Iteration 5F: 3 clusters Score -2.599843e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -26006088.000000 Penalty: 6045.288574
	Iteration 6F: 3 clusters Score -2.600609e+07 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136111 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -26017208.000000 Penalty: 6045.288574
	Iteration 7F: 3 clusters Score -2.601721e+07 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146902 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -26030314.000000 Penalty: 6045.288574
	Iteration 8F: 3 clusters Score -2.603031e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -26040834.000000 Penalty: 6045.288574
	Iteration 9F: 3 clusters Score -2.604083e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159261 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -26045974.000000 Penalty: 6045.288574
	Iteration 10Q: 3 clusters Score -2.604597e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162663 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -26048168.000000 Penalty: 6045.288574
	Iteration 11Q: 3 clusters Score -2.604817e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165586 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -26049590.000000 Penalty: 6045.288574
	Iteration 12Q: 3 clusters Score -2.604959e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168350 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -26050504.000000 Penalty: 6045.288574
	Iteration 13Q: 3 clusters Score -2.60505e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -26051430.000000 Penalty: 6045.288574
	Iteration 14Q: 3 clusters Score -2.605143e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -26052234.000000 Penalty: 6045.288574
	Iteration 15Q: 3 clusters Score -2.605223e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175771 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -26052672.000000 Penalty: 6045.288574
	Iteration 16Q: 3 clusters Score -2.605267e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177841 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -26053302.000000 Penalty: 6045.288574
	Iteration 17Q: 3 clusters Score -2.60533e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179778 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -26053722.000000 Penalty: 6045.288574
	Iteration 18Q: 3 clusters Score -2.605372e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181582 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -26054018.000000 Penalty: 6045.288574
	Iteration 19Q: 3 clusters Score -2.605402e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183240 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -26054216.000000 Penalty: 6045.288574
	Iteration 20F: 3 clusters Score -2.605422e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184730 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -26054516.000000 Penalty: 6045.288574
	Iteration 21Q: 3 clusters Score -2.605452e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186036 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -26054728.000000 Penalty: 6045.288574
	Iteration 22Q: 3 clusters Score -2.605473e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187209 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -26054778.000000 Penalty: 6045.288574
	Iteration 23Q: 3 clusters Score -2.605478e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188209 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -26054994.000000 Penalty: 6045.288574
	Iteration 24Q: 3 clusters Score -2.605499e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189176 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -26055158.000000 Penalty: 6045.288574
	Iteration 25Q: 3 clusters Score -2.605516e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190069 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -26055232.000000 Penalty: 6045.288574
	Iteration 26Q: 3 clusters Score -2.605523e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190800 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -26055224.000000 Penalty: 6045.288574
	Iteration 27Q: 3 clusters Score -2.605522e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191468 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -26055368.000000 Penalty: 6045.288574
	Iteration 28Q: 3 clusters Score -2.605537e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192070 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -26055456.000000 Penalty: 6045.288574
	Iteration 29Q: 3 clusters Score -2.605546e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192560 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -26055522.000000 Penalty: 6045.288574
	Iteration 30Q: 3 clusters Score -2.605552e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192979 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -26055542.000000 Penalty: 6045.288574
	Iteration 31Q: 3 clusters Score -2.605554e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193317 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -26055594.000000 Penalty: 6045.288574
	Iteration 32Q: 3 clusters Score -2.605559e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193591 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -26055586.000000 Penalty: 6045.288574
	Iteration 33Q: 3 clusters Score -2.605559e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193820 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -26055600.000000 Penalty: 6045.288574
	Iteration 34Q: 3 clusters Score -2.60556e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193999 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -26055642.000000 Penalty: 6045.288574
	Iteration 35Q: 3 clusters Score -2.605564e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194139 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -26055674.000000 Penalty: 6045.288574
	Iteration 36Q: 3 clusters Score -2.605567e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194256 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -26055754.000000 Penalty: 6045.288574
	Iteration 37Q: 3 clusters Score -2.605575e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194347 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -26055752.000000 Penalty: 6045.288574
	Iteration 38Q: 3 clusters Score -2.605575e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194428 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -26055756.000000 Penalty: 6045.288574
	Iteration 39Q: 3 clusters Score -2.605576e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194490 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -26055766.000000 Penalty: 6045.288574
	Iteration 40F: 3 clusters Score -2.605577e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194539 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -26055810.000000 Penalty: 6045.288574
	Iteration 41Q: 3 clusters Score -2.605581e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194579 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -26055798.000000 Penalty: 6045.288574
	Iteration 42Q: 3 clusters Score -2.60558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194614 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -26055798.000000 Penalty: 6045.288574
	Iteration 43Q: 3 clusters Score -2.60558e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194641 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -26055806.000000 Penalty: 6045.288574
	Iteration 44Q: 3 clusters Score -2.605581e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194670 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -26055804.000000 Penalty: 6045.288574
	Iteration 45Q: 3 clusters Score -2.60558e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194702 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -26055812.000000 Penalty: 6045.288574
	Iteration 46Q: 3 clusters Score -2.605581e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194732 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -26055814.000000 Penalty: 6045.288574
	Iteration 47Q: 3 clusters Score -2.605581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194757 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -26055802.000000 Penalty: 6045.288574
	Iteration 48Q: 3 clusters Score -2.60558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194770 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -26055792.000000 Penalty: 6045.288574
	Iteration 49Q: 3 clusters Score -2.605579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194778 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -26055790.000000 Penalty: 6045.288574
	Iteration 50Q: 3 clusters Score -2.605579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194788 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -26055784.000000 Penalty: 6045.288574
	Iteration 51Q: 3 clusters Score -2.605578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194797 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -26055782.000000 Penalty: 6045.288574
	Iteration 52Q: 3 clusters Score -2.605578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194808 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -26055796.000000 Penalty: 6045.288574
	Iteration 53Q: 3 clusters Score -2.60558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194817 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -26055804.000000 Penalty: 6045.288574
	Iteration 54Q: 3 clusters Score -2.60558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194822 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -26055796.000000 Penalty: 6045.288574
	Iteration 55Q: 3 clusters Score -2.60558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194826 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -26055800.000000 Penalty: 6045.288574
	Iteration 56Q: 3 clusters Score -2.60558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194828 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -26055796.000000 Penalty: 6045.288574
	Iteration 57Q: 3 clusters Score -2.60558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194831 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -26055798.000000 Penalty: 6045.288574
	Iteration 58Q: 3 clusters Score -2.60558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194834 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -26055812.000000 Penalty: 6045.288574
	Iteration 59Q: 3 clusters Score -2.605581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194835 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -26055798.000000 Penalty: 6045.288574
	Iteration 60F: 3 clusters Score -2.60558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194836 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -26055784.000000 Penalty: 6045.288574
	Iteration 61Q: 3 clusters Score -2.605578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194841 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -26055798.000000 Penalty: 6045.288574
	Iteration 62Q: 3 clusters Score -2.60558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194844 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -26055804.000000 Penalty: 6045.288574
	Iteration 63Q: 3 clusters Score -2.60558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194846 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -26055800.000000 Penalty: 6045.288574
	Iteration 64Q: 3 clusters Score -2.60558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194852 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -26055804.000000 Penalty: 6045.288574
	Iteration 65Q: 3 clusters Score -2.60558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194861 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -26055792.000000 Penalty: 6045.288574
	Iteration 66Q: 3 clusters Score -2.605579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194869 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -26055796.000000 Penalty: 6045.288574
	Iteration 67Q: 3 clusters Score -2.60558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194873 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -26055790.000000 Penalty: 6045.288574
	Iteration 68Q: 3 clusters Score -2.605579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -26055796.000000 Penalty: 6045.288574
	Iteration 69Q: 3 clusters Score -2.60558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194879 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -26055812.000000 Penalty: 6045.288574
	Iteration 70Q: 3 clusters Score -2.605581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194887 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -26055820.000000 Penalty: 6045.288574
	Iteration 71Q: 3 clusters Score -2.605582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194894 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -26055800.000000 Penalty: 6045.288574
	Iteration 72Q: 3 clusters Score -2.60558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194899 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -26055818.000000 Penalty: 6045.288574
	Iteration 73Q: 3 clusters Score -2.605582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194903 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -26055820.000000 Penalty: 6045.288574
	Iteration 74Q: 3 clusters Score -2.605582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194903 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -26055818.000000 Penalty: 6045.288574
	Iteration 75Q: 3 clusters Score -2.605582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194903 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -26055818.000000 Penalty: 6045.288574
	Iteration 76F: 3 clusters Score -2.605582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -28851.908203 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -28851.91 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 144 members 
Entering Unmasked Estep 
Score: -27688.240234 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -27688.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27986.998047 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -27987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28066.369141 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -28066.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28106.599609 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -28106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28121.863281 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28121.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28144.687500 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28144.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28155.302734 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28193.513672 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -28193.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28203.105469 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -28203.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28221.753906 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -28221.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28226.914062 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -28226.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28294.521484 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -28294.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28317.681641 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -28317.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28341.982422 Penalty: 2832.371582
	Iteration 13Q: 3 clusters Score -28341.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28363.296875 Penalty: 2832.371582
	Iteration 14Q: 3 clusters Score -28363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28373.509766 Penalty: 2832.371582
	Iteration 15Q: 3 clusters Score -28373.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28377.587891 Penalty: 2832.371582
	Iteration 16Q: 3 clusters Score -28377.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28380.341797 Penalty: 2832.371582
	Iteration 17Q: 3 clusters Score -28380.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28387.802734 Penalty: 2832.371582
	Iteration 18Q: 3 clusters Score -28387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28387.802734 Penalty: 2832.371582
	Iteration 19F: 3 clusters Score -28387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -554433.312500 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -554433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -550277.187500 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -550277.2 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -551171.437500 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -551171.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -551415.375000 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -551415.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -551576.875000 Penalty: 4156.706543
	Iteration 3F: 3 clusters Score -551576.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -551705.750000 Penalty: 4156.706543
	Iteration 4Q: 3 clusters Score -551705.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -551849.500000 Penalty: 4156.706543
	Iteration 5Q: 3 clusters Score -551849.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -551998.062500 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -551998.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -552132.750000 Penalty: 4156.706543
	Iteration 7Q: 3 clusters Score -552132.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -552256.000000 Penalty: 4156.706543
	Iteration 8Q: 3 clusters Score -552256 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -552382.187500 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -552382.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -552503.062500 Penalty: 4156.706543
	Iteration 10Q: 3 clusters Score -552503.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -552611.750000 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -552611.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -552704.187500 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -552704.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -552771.750000 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -552771.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -552840.125000 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -552840.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -552889.625000 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -552889.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -552917.625000 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -552917.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -552945.812500 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -552945.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -552965.437500 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -552965.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -552980.937500 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -552980.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -552994.750000 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -552994.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -553004.500000 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -553004.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -553012.812500 Penalty: 4156.706543
	Iteration 22Q: 3 clusters Score -553012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -553019.000000 Penalty: 4156.706543
	Iteration 23Q: 3 clusters Score -553019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -553030.500000 Penalty: 4156.706543
	Iteration 24Q: 3 clusters Score -553030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -553038.062500 Penalty: 4156.706543
	Iteration 25Q: 3 clusters Score -553038.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -553044.562500 Penalty: 4156.706543
	Iteration 26Q: 3 clusters Score -553044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -553053.875000 Penalty: 4156.706543
	Iteration 27Q: 3 clusters Score -553053.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -553057.250000 Penalty: 4156.706543
	Iteration 28Q: 3 clusters Score -553057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -553057.500000 Penalty: 4156.706543
	Iteration 29Q: 3 clusters Score -553057.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -553057.500000 Penalty: 4156.706543
	Iteration 30F: 3 clusters Score -553057.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Entering Unmasked Estep 
Score: -5511189.500000 Penalty: 2636.209229
	Iteration 0F: 2 clusters Score -5511190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -5483160.500000 Penalty: 5272.418457
	Iteration 0F: 3 clusters Score -5483160 nChanged 19004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5494052.000000 Penalty: 5272.418457
	Iteration 1F: 3 clusters Score -5494052 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -5494941.500000 Penalty: 5272.418457
	Iteration 2F: 3 clusters Score -5494942 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5496030.500000 Penalty: 5272.418457
	Iteration 3F: 3 clusters Score -5496030 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5497211.000000 Penalty: 5272.418457
	Iteration 4F: 3 clusters Score -5497211 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -5498575.500000 Penalty: 5272.418457
	Iteration 5F: 3 clusters Score -5498576 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -5499984.500000 Penalty: 5272.418457
	Iteration 6F: 3 clusters Score -5499984 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5501047.000000 Penalty: 5272.418457
	Iteration 7F: 3 clusters Score -5501047 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -5501815.500000 Penalty: 5272.418457
	Iteration 8Q: 3 clusters Score -5501816 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -5502350.000000 Penalty: 5272.418457
	Iteration 9Q: 3 clusters Score -5502350 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -5502679.000000 Penalty: 5272.418457
	Iteration 10Q: 3 clusters Score -5502679 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -5502945.000000 Penalty: 5272.418457
	Iteration 11Q: 3 clusters Score -5502945 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5503164.000000 Penalty: 5272.418457
	Iteration 12Q: 3 clusters Score -5503164 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5503369.000000 Penalty: 5272.418457
	Iteration 13Q: 3 clusters Score -5503369 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -5503623.000000 Penalty: 5272.418457
	Iteration 14Q: 3 clusters Score -5503623 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -5503848.000000 Penalty: 5272.418457
	Iteration 15Q: 3 clusters Score -5503848 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5504125.000000 Penalty: 5272.418457
	Iteration 16Q: 3 clusters Score -5504125 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -5504349.000000 Penalty: 5272.418457
	Iteration 17Q: 3 clusters Score -5504349 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -5504512.000000 Penalty: 5272.418457
	Iteration 18Q: 3 clusters Score -5504512 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5504674.000000 Penalty: 5272.418457
	Iteration 19Q: 3 clusters Score -5504674 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -5504829.000000 Penalty: 5272.418457
	Iteration 20F: 3 clusters Score -5504829 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -5504939.000000 Penalty: 5272.418457
	Iteration 21Q: 3 clusters Score -5504939 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5505079.500000 Penalty: 5272.418457
	Iteration 22Q: 3 clusters Score -5505080 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5505207.000000 Penalty: 5272.418457
	Iteration 23Q: 3 clusters Score -5505207 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -5505377.500000 Penalty: 5272.418457
	Iteration 24Q: 3 clusters Score -5505378 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -5505558.000000 Penalty: 5272.418457
	Iteration 25Q: 3 clusters Score -5505558 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -5505784.000000 Penalty: 5272.418457
	Iteration 26Q: 3 clusters Score -5505784 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -5506026.000000 Penalty: 5272.418457
	Iteration 27Q: 3 clusters Score -5506026 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -5506273.000000 Penalty: 5272.418457
	Iteration 28Q: 3 clusters Score -5506273 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -5506511.000000 Penalty: 5272.418457
	Iteration 29Q: 3 clusters Score -5506511 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -5506715.500000 Penalty: 5272.418457
	Iteration 30Q: 3 clusters Score -5506716 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -5506883.000000 Penalty: 5272.418457
	Iteration 31Q: 3 clusters Score -5506883 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -5507040.500000 Penalty: 5272.418457
	Iteration 32Q: 3 clusters Score -5507040 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5507200.000000 Penalty: 5272.418457
	Iteration 33Q: 3 clusters Score -5507200 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -5507333.500000 Penalty: 5272.418457
	Iteration 34Q: 3 clusters Score -5507334 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -5507453.000000 Penalty: 5272.418457
	Iteration 35Q: 3 clusters Score -5507453 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -5507537.500000 Penalty: 5272.418457
	Iteration 36Q: 3 clusters Score -5507538 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -5507594.000000 Penalty: 5272.418457
	Iteration 37Q: 3 clusters Score -5507594 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -5507668.500000 Penalty: 5272.418457
	Iteration 38Q: 3 clusters Score -5507668 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5507728.000000 Penalty: 5272.418457
	Iteration 39Q: 3 clusters Score -5507728 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -5507783.000000 Penalty: 5272.418457
	Iteration 40F: 3 clusters Score -5507783 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -5507806.500000 Penalty: 5272.418457
	Iteration 41Q: 3 clusters Score -5507806 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -5507842.000000 Penalty: 5272.418457
	Iteration 42Q: 3 clusters Score -5507842 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -5507882.000000 Penalty: 5272.418457
	Iteration 43Q: 3 clusters Score -5507882 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -5507915.500000 Penalty: 5272.418457
	Iteration 44Q: 3 clusters Score -5507916 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -5507973.000000 Penalty: 5272.418457
	Iteration 45Q: 3 clusters Score -5507973 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -5508025.000000 Penalty: 5272.418457
	Iteration 46Q: 3 clusters Score -5508025 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -5508068.500000 Penalty: 5272.418457
	Iteration 47Q: 3 clusters Score -5508068 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -5508111.500000 Penalty: 5272.418457
	Iteration 48Q: 3 clusters Score -5508112 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -5508135.500000 Penalty: 5272.418457
	Iteration 49Q: 3 clusters Score -5508136 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -5508166.000000 Penalty: 5272.418457
	Iteration 50Q: 3 clusters Score -5508166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -5508199.000000 Penalty: 5272.418457
	Iteration 51Q: 3 clusters Score -5508199 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -5508253.000000 Penalty: 5272.418457
	Iteration 52Q: 3 clusters Score -5508253 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5508290.000000 Penalty: 5272.418457
	Iteration 53Q: 3 clusters Score -5508290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -5508315.000000 Penalty: 5272.418457
	Iteration 54Q: 3 clusters Score -5508315 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5508320.500000 Penalty: 5272.418457
	Iteration 55Q: 3 clusters Score -5508320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5508315.000000 Penalty: 5272.418457
	Iteration 56Q: 3 clusters Score -5508315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5508338.500000 Penalty: 5272.418457
	Iteration 57Q: 3 clusters Score -5508338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5508331.500000 Penalty: 5272.418457
	Iteration 58Q: 3 clusters Score -5508332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5508340.500000 Penalty: 5272.418457
	Iteration 59Q: 3 clusters Score -5508340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -5508367.500000 Penalty: 5272.418457
	Iteration 60F: 3 clusters Score -5508368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -5508370.500000 Penalty: 5272.418457
	Iteration 61Q: 3 clusters Score -5508370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -5508395.500000 Penalty: 5272.418457
	Iteration 62Q: 3 clusters Score -5508396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5508409.000000 Penalty: 5272.418457
	Iteration 63Q: 3 clusters Score -5508409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5508417.000000 Penalty: 5272.418457
	Iteration 64Q: 3 clusters Score -5508417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -5508418.000000 Penalty: 5272.418457
	Iteration 65Q: 3 clusters Score -5508418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -5508427.500000 Penalty: 5272.418457
	Iteration 66Q: 3 clusters Score -5508428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5508438.500000 Penalty: 5272.418457
	Iteration 67Q: 3 clusters Score -5508438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5508447.500000 Penalty: 5272.418457
	Iteration 68Q: 3 clusters Score -5508448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -5508455.500000 Penalty: 5272.418457
	Iteration 69Q: 3 clusters Score -5508456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5508472.000000 Penalty: 5272.418457
	Iteration 70Q: 3 clusters Score -5508472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5508461.500000 Penalty: 5272.418457
	Iteration 71Q: 3 clusters Score -5508462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5508470.500000 Penalty: 5272.418457
	Iteration 72Q: 3 clusters Score -5508470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5508473.500000 Penalty: 5272.418457
	Iteration 73Q: 3 clusters Score -5508474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5508493.500000 Penalty: 5272.418457
	Iteration 74Q: 3 clusters Score -5508494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5508508.000000 Penalty: 5272.418457
	Iteration 75Q: 3 clusters Score -5508508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5508513.000000 Penalty: 5272.418457
	Iteration 76Q: 3 clusters Score -5508513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5508513.000000 Penalty: 5272.418457
	Iteration 77Q: 3 clusters Score -5508513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5508515.500000 Penalty: 5272.418457
	Iteration 78Q: 3 clusters Score -5508516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -5508516.500000 Penalty: 5272.418457
	Iteration 79Q: 3 clusters Score -5508516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5508515.000000 Penalty: 5272.418457
	Iteration 80F: 3 clusters Score -5508515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5508505.000000 Penalty: 5272.418457
	Iteration 81Q: 3 clusters Score -5508505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -5508500.500000 Penalty: 5272.418457
	Iteration 82Q: 3 clusters Score -5508500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5508515.500000 Penalty: 5272.418457
	Iteration 83Q: 3 clusters Score -5508516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5508503.000000 Penalty: 5272.418457
	Iteration 84Q: 3 clusters Score -5508503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5508513.000000 Penalty: 5272.418457
	Iteration 85Q: 3 clusters Score -5508513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -5508503.500000 Penalty: 5272.418457
	Iteration 86Q: 3 clusters Score -5508504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5508513.500000 Penalty: 5272.418457
	Iteration 87Q: 3 clusters Score -5508514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5508513.500000 Penalty: 5272.418457
	Iteration 88Q: 3 clusters Score -5508514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5508526.000000 Penalty: 5272.418457
	Iteration 89Q: 3 clusters Score -5508526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5508522.000000 Penalty: 5272.418457
	Iteration 90Q: 3 clusters Score -5508522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5508516.000000 Penalty: 5272.418457
	Iteration 91Q: 3 clusters Score -5508516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5508520.000000 Penalty: 5272.418457
	Iteration 92Q: 3 clusters Score -5508520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -5508529.500000 Penalty: 5272.418457
	Iteration 93Q: 3 clusters Score -5508530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5508530.000000 Penalty: 5272.418457
	Iteration 94Q: 3 clusters Score -5508530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5508526.000000 Penalty: 5272.418457
	Iteration 95Q: 3 clusters Score -5508526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5508528.000000 Penalty: 5272.418457
	Iteration 96Q: 3 clusters Score -5508528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5508529.500000 Penalty: 5272.418457
	Iteration 97Q: 3 clusters Score -5508530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5508522.000000 Penalty: 5272.418457
	Iteration 98Q: 3 clusters Score -5508522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5508516.000000 Penalty: 5272.418457
	Iteration 99Q: 3 clusters Score -5508516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5508522.000000 Penalty: 5272.418457
	Iteration 100F: 3 clusters Score -5508522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5508530.500000 Penalty: 5272.418457
	Iteration 101Q: 3 clusters Score -5508530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5508541.000000 Penalty: 5272.418457
	Iteration 102Q: 3 clusters Score -5508541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5508542.500000 Penalty: 5272.418457
	Iteration 103Q: 3 clusters Score -5508542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5508540.000000 Penalty: 5272.418457
	Iteration 104Q: 3 clusters Score -5508540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5508543.000000 Penalty: 5272.418457
	Iteration 105Q: 3 clusters Score -5508543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5508549.000000 Penalty: 5272.418457
	Iteration 106Q: 3 clusters Score -5508549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -5508549.000000 Penalty: 5272.418457
	Iteration 107Q: 3 clusters Score -5508549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5508552.000000 Penalty: 5272.418457
	Iteration 108Q: 3 clusters Score -5508552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -5508558.500000 Penalty: 5272.418457
	Iteration 109Q: 3 clusters Score -5508558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5508566.000000 Penalty: 5272.418457
	Iteration 110Q: 3 clusters Score -5508566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5508569.500000 Penalty: 5272.418457
	Iteration 111Q: 3 clusters Score -5508570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5508562.000000 Penalty: 5272.418457
	Iteration 112Q: 3 clusters Score -5508562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5508560.500000 Penalty: 5272.418457
	Iteration 113Q: 3 clusters Score -5508560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5508554.500000 Penalty: 5272.418457
	Iteration 114Q: 3 clusters Score -5508554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5508558.500000 Penalty: 5272.418457
	Iteration 115Q: 3 clusters Score -5508558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5508567.000000 Penalty: 5272.418457
	Iteration 116Q: 3 clusters Score -5508567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -5508551.500000 Penalty: 5272.418457
	Iteration 117Q: 3 clusters Score -5508552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5508556.500000 Penalty: 5272.418457
	Iteration 118Q: 3 clusters Score -5508556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5508558.000000 Penalty: 5272.418457
	Iteration 119Q: 3 clusters Score -5508558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5508557.500000 Penalty: 5272.418457
	Iteration 120F: 3 clusters Score -5508558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5508560.500000 Penalty: 5272.418457
	Iteration 121Q: 3 clusters Score -5508560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5508565.500000 Penalty: 5272.418457
	Iteration 122Q: 3 clusters Score -5508566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5508564.000000 Penalty: 5272.418457
	Iteration 123Q: 3 clusters Score -5508564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5508565.500000 Penalty: 5272.418457
	Iteration 124Q: 3 clusters Score -5508566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5508560.000000 Penalty: 5272.418457
	Iteration 125Q: 3 clusters Score -5508560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5508564.000000 Penalty: 5272.418457
	Iteration 126Q: 3 clusters Score -5508564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5508555.500000 Penalty: 5272.418457
	Iteration 127Q: 3 clusters Score -5508556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5508556.000000 Penalty: 5272.418457
	Iteration 128Q: 3 clusters Score -5508556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5508554.500000 Penalty: 5272.418457
	Iteration 129Q: 3 clusters Score -5508554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5508557.500000 Penalty: 5272.418457
	Iteration 130Q: 3 clusters Score -5508558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5508558.000000 Penalty: 5272.418457
	Iteration 131Q: 3 clusters Score -5508558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5508561.500000 Penalty: 5272.418457
	Iteration 132Q: 3 clusters Score -5508562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5508559.000000 Penalty: 5272.418457
	Iteration 133Q: 3 clusters Score -5508559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5508561.500000 Penalty: 5272.418457
	Iteration 134Q: 3 clusters Score -5508562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5508561.500000 Penalty: 5272.418457
	Iteration 135F: 3 clusters Score -5508562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -24224.099609 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -24224.1 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 132 members 
Entering Unmasked Estep 
Score: -23135.417969 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -23135.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23287.710938 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -23287.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23369.048828 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -23369.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23420.437500 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -23420.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23447.416016 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -23447.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23460.382812 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -23460.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23464.505859 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -23464.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23469.945312 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -23469.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23469.945312 Penalty: 2767.546143
	Iteration 8F: 3 clusters Score -23469.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -252412.781250 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -252412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -249771.406250 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -249771.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -250223.906250 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -250223.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250352.937500 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -250352.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250416.921875 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -250416.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -250443.671875 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -250443.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -250463.578125 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -250463.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -250478.390625 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -250478.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250493.218750 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -250493.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250518.015625 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -250518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -250536.359375 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -250536.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -250555.937500 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -250555.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -250577.156250 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -250577.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -250594.156250 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -250594.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250612.718750 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -250612.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -250626.984375 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -250627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -250635.937500 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -250635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -250641.375000 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -250641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -250645.906250 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -250645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -250648.468750 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -250648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250651.000000 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -250651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -250656.390625 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -250656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250659.125000 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -250659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -250660.640625 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -250660.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250664.390625 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -250664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -250670.125000 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -250670.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -250672.812500 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -250672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -250673.296875 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -250673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -250673.296875 Penalty: 3772.768311
	Iteration 27F: 3 clusters Score -250673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -287057.281250 Penalty: 1907.983398
	Iteration 0F: 2 clusters Score -287057.3 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 1132 members 
Entering Unmasked Estep 
Score: -284323.718750 Penalty: 3815.966797
	Iteration 0F: 3 clusters Score -284323.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -284794.000000 Penalty: 3815.966797
	Iteration 1F: 3 clusters Score -284794 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -284935.812500 Penalty: 3815.966797
	Iteration 2F: 3 clusters Score -284935.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -285033.750000 Penalty: 3815.966797
	Iteration 3F: 3 clusters Score -285033.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -285098.312500 Penalty: 3815.966797
	Iteration 4Q: 3 clusters Score -285098.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -285140.187500 Penalty: 3815.966797
	Iteration 5Q: 3 clusters Score -285140.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -285173.843750 Penalty: 3815.966797
	Iteration 6Q: 3 clusters Score -285173.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -285201.812500 Penalty: 3815.966797
	Iteration 7Q: 3 clusters Score -285201.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -285224.968750 Penalty: 3815.966797
	Iteration 8Q: 3 clusters Score -285225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -285253.406250 Penalty: 3815.966797
	Iteration 9Q: 3 clusters Score -285253.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -285283.656250 Penalty: 3815.966797
	Iteration 10Q: 3 clusters Score -285283.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -285310.718750 Penalty: 3815.966797
	Iteration 11Q: 3 clusters Score -285310.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -285331.656250 Penalty: 3815.966797
	Iteration 12Q: 3 clusters Score -285331.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -285351.406250 Penalty: 3815.966797
	Iteration 13Q: 3 clusters Score -285351.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -285377.437500 Penalty: 3815.966797
	Iteration 14Q: 3 clusters Score -285377.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -285396.687500 Penalty: 3815.966797
	Iteration 15Q: 3 clusters Score -285396.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -285411.218750 Penalty: 3815.966797
	Iteration 16Q: 3 clusters Score -285411.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -285418.437500 Penalty: 3815.966797
	Iteration 17Q: 3 clusters Score -285418.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -285428.500000 Penalty: 3815.966797
	Iteration 18Q: 3 clusters Score -285428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -285433.593750 Penalty: 3815.966797
	Iteration 19Q: 3 clusters Score -285433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -285436.750000 Penalty: 3815.966797
	Iteration 20F: 3 clusters Score -285436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -285444.906250 Penalty: 3815.966797
	Iteration 21Q: 3 clusters Score -285444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -285449.218750 Penalty: 3815.966797
	Iteration 22Q: 3 clusters Score -285449.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -285458.562500 Penalty: 3815.966797
	Iteration 23Q: 3 clusters Score -285458.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -285462.937500 Penalty: 3815.966797
	Iteration 24Q: 3 clusters Score -285462.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -285473.031250 Penalty: 3815.966797
	Iteration 25Q: 3 clusters Score -285473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -285483.218750 Penalty: 3815.966797
	Iteration 26Q: 3 clusters Score -285483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -285486.812500 Penalty: 3815.966797
	Iteration 27Q: 3 clusters Score -285486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -285490.843750 Penalty: 3815.966797
	Iteration 28Q: 3 clusters Score -285490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -285496.093750 Penalty: 3815.966797
	Iteration 29Q: 3 clusters Score -285496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -285498.218750 Penalty: 3815.966797
	Iteration 30Q: 3 clusters Score -285498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -285499.875000 Penalty: 3815.966797
	Iteration 31Q: 3 clusters Score -285499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -285501.875000 Penalty: 3815.966797
	Iteration 32Q: 3 clusters Score -285501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -285503.906250 Penalty: 3815.966797
	Iteration 33Q: 3 clusters Score -285503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -285505.843750 Penalty: 3815.966797
	Iteration 34Q: 3 clusters Score -285505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -285505.937500 Penalty: 3815.966797
	Iteration 35Q: 3 clusters Score -285505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -285507.968750 Penalty: 3815.966797
	Iteration 36Q: 3 clusters Score -285508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -285509.718750 Penalty: 3815.966797
	Iteration 37Q: 3 clusters Score -285509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -285514.125000 Penalty: 3815.966797
	Iteration 38Q: 3 clusters Score -285514.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -285517.500000 Penalty: 3815.966797
	Iteration 39Q: 3 clusters Score -285517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -285518.843750 Penalty: 3815.966797
	Iteration 40F: 3 clusters Score -285518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -285520.906250 Penalty: 3815.966797
	Iteration 41Q: 3 clusters Score -285520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -285525.000000 Penalty: 3815.966797
	Iteration 42Q: 3 clusters Score -285525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -285529.625000 Penalty: 3815.966797
	Iteration 43Q: 3 clusters Score -285529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -285531.500000 Penalty: 3815.966797
	Iteration 44Q: 3 clusters Score -285531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -285532.625000 Penalty: 3815.966797
	Iteration 45Q: 3 clusters Score -285532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -285532.625000 Penalty: 3815.966797
	Iteration 46F: 3 clusters Score -285532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Entering Unmasked Estep 
Score: -2352220.000000 Penalty: 2422.026367
	Iteration 0F: 2 clusters Score -2352220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2339812.250000 Penalty: 4844.052734
	Iteration 0F: 3 clusters Score -2339812 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2344248.000000 Penalty: 4844.052734
	Iteration 1F: 3 clusters Score -2344248 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2344790.250000 Penalty: 4844.052734
	Iteration 2F: 3 clusters Score -2344790 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2345252.250000 Penalty: 4844.052734
	Iteration 3F: 3 clusters Score -2345252 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2345724.000000 Penalty: 4844.052734
	Iteration 4F: 3 clusters Score -2345724 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2346167.750000 Penalty: 4844.052734
	Iteration 5F: 3 clusters Score -2346168 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2346661.750000 Penalty: 4844.052734
	Iteration 6F: 3 clusters Score -2346662 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2347218.250000 Penalty: 4844.052734
	Iteration 7F: 3 clusters Score -2347218 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2347787.000000 Penalty: 4844.052734
	Iteration 8F: 3 clusters Score -2347787 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2348304.500000 Penalty: 4844.052734
	Iteration 9Q: 3 clusters Score -2348304 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2348748.500000 Penalty: 4844.052734
	Iteration 10Q: 3 clusters Score -2348748 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2349055.500000 Penalty: 4844.052734
	Iteration 11Q: 3 clusters Score -2349056 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2349289.250000 Penalty: 4844.052734
	Iteration 12Q: 3 clusters Score -2349289 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2349506.000000 Penalty: 4844.052734
	Iteration 13Q: 3 clusters Score -2349506 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2349703.000000 Penalty: 4844.052734
	Iteration 14Q: 3 clusters Score -2349703 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2349861.500000 Penalty: 4844.052734
	Iteration 15Q: 3 clusters Score -2349862 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2350009.250000 Penalty: 4844.052734
	Iteration 16Q: 3 clusters Score -2350009 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2350142.000000 Penalty: 4844.052734
	Iteration 17Q: 3 clusters Score -2350142 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2350274.500000 Penalty: 4844.052734
	Iteration 18Q: 3 clusters Score -2350274 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2350382.000000 Penalty: 4844.052734
	Iteration 19Q: 3 clusters Score -2350382 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2350472.250000 Penalty: 4844.052734
	Iteration 20F: 3 clusters Score -2350472 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2350564.250000 Penalty: 4844.052734
	Iteration 21Q: 3 clusters Score -2350564 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2350664.000000 Penalty: 4844.052734
	Iteration 22Q: 3 clusters Score -2350664 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2350749.250000 Penalty: 4844.052734
	Iteration 23Q: 3 clusters Score -2350749 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2350835.500000 Penalty: 4844.052734
	Iteration 24Q: 3 clusters Score -2350836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2350905.500000 Penalty: 4844.052734
	Iteration 25Q: 3 clusters Score -2350906 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2350975.250000 Penalty: 4844.052734
	Iteration 26Q: 3 clusters Score -2350975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2351027.750000 Penalty: 4844.052734
	Iteration 27Q: 3 clusters Score -2351028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2351074.500000 Penalty: 4844.052734
	Iteration 28Q: 3 clusters Score -2351074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2351109.000000 Penalty: 4844.052734
	Iteration 29Q: 3 clusters Score -2351109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2351148.750000 Penalty: 4844.052734
	Iteration 30Q: 3 clusters Score -2351149 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2351178.750000 Penalty: 4844.052734
	Iteration 31Q: 3 clusters Score -2351179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2351211.000000 Penalty: 4844.052734
	Iteration 32Q: 3 clusters Score -2351211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2351233.750000 Penalty: 4844.052734
	Iteration 33Q: 3 clusters Score -2351234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2351240.000000 Penalty: 4844.052734
	Iteration 34Q: 3 clusters Score -2351240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2351249.250000 Penalty: 4844.052734
	Iteration 35Q: 3 clusters Score -2351249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2351253.250000 Penalty: 4844.052734
	Iteration 36Q: 3 clusters Score -2351253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2351266.000000 Penalty: 4844.052734
	Iteration 37Q: 3 clusters Score -2351266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2351285.250000 Penalty: 4844.052734
	Iteration 38Q: 3 clusters Score -2351285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2351291.250000 Penalty: 4844.052734
	Iteration 39Q: 3 clusters Score -2351291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2351302.750000 Penalty: 4844.052734
	Iteration 40F: 3 clusters Score -2351303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2351302.750000 Penalty: 4844.052734
	Iteration 41Q: 3 clusters Score -2351303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2351313.000000 Penalty: 4844.052734
	Iteration 42Q: 3 clusters Score -2351313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2351316.000000 Penalty: 4844.052734
	Iteration 43Q: 3 clusters Score -2351316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2351322.500000 Penalty: 4844.052734
	Iteration 44Q: 3 clusters Score -2351322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2351331.250000 Penalty: 4844.052734
	Iteration 45Q: 3 clusters Score -2351331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2351336.000000 Penalty: 4844.052734
	Iteration 46Q: 3 clusters Score -2351336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2351336.250000 Penalty: 4844.052734
	Iteration 47Q: 3 clusters Score -2351336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2351337.750000 Penalty: 4844.052734
	Iteration 48Q: 3 clusters Score -2351338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2351337.250000 Penalty: 4844.052734
	Iteration 49Q: 3 clusters Score -2351337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2351339.000000 Penalty: 4844.052734
	Iteration 50Q: 3 clusters Score -2351339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2351339.000000 Penalty: 4844.052734
	Iteration 51F: 3 clusters Score -2351339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (208030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208030 members 
Entering Unmasked Estep 
Score: -27621408.000000 Penalty: 3036.868652
	Iteration 0F: 2 clusters Score -2.762141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103960 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -27488406.000000 Penalty: 6073.737305
	Iteration 0F: 3 clusters Score -2.748841e+07 nChanged 100396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 106642 members 
Entering Unmasked Estep 
Score: -27547560.000000 Penalty: 6073.737305
	Iteration 1F: 3 clusters Score -2.754756e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -27548204.000000 Penalty: 6073.737305
	Iteration 2Q: 3 clusters Score -2.75482e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 109775 members 
Entering Unmasked Estep 
Score: -27548824.000000 Penalty: 6073.737305
	Iteration 3Q: 3 clusters Score -2.754882e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -27549804.000000 Penalty: 6073.737305
	Iteration 4Q: 3 clusters Score -2.75498e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -27551220.000000 Penalty: 6073.737305
	Iteration 5Q: 3 clusters Score -2.755122e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 123420 members 
Entering Unmasked Estep 
Score: -27554010.000000 Penalty: 6073.737305
	Iteration 6Q: 3 clusters Score -2.755401e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -27558992.000000 Penalty: 6073.737305
	Iteration 7Q: 3 clusters Score -2.755899e+07 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 146258 members 
Entering Unmasked Estep 
Score: -27568214.000000 Penalty: 6073.737305
	Iteration 8F: 3 clusters Score -2.756821e+07 nChanged 17157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 163145 members 
Entering Unmasked Estep 
Score: -27582858.000000 Penalty: 6073.737305
	Iteration 9F: 3 clusters Score -2.758286e+07 nChanged 17969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 181012 members 
Entering Unmasked Estep 
Score: -27599104.000000 Penalty: 6073.737305
	Iteration 10F: 3 clusters Score -2.75991e+07 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 194317 members 
Entering Unmasked Estep 
Score: -27609884.000000 Penalty: 6073.737305
	Iteration 11F: 3 clusters Score -2.760988e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 201504 members 
Entering Unmasked Estep 
Score: -27614922.000000 Penalty: 6073.737305
	Iteration 12Q: 3 clusters Score -2.761492e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 204844 members 
Entering Unmasked Estep 
Score: -27617026.000000 Penalty: 6073.737305
	Iteration 13Q: 3 clusters Score -2.761703e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 206368 members 
Entering Unmasked Estep 
Score: -27617980.000000 Penalty: 6073.737305
	Iteration 14Q: 3 clusters Score -2.761798e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 207025 members 
Entering Unmasked Estep 
Score: -27618362.000000 Penalty: 6073.737305
	Iteration 15Q: 3 clusters Score -2.761836e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 207296 members 
Entering Unmasked Estep 
Score: -27618574.000000 Penalty: 6073.737305
	Iteration 16Q: 3 clusters Score -2.761857e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 207429 members 
Entering Unmasked Estep 
Score: -27618682.000000 Penalty: 6073.737305
	Iteration 17Q: 3 clusters Score -2.761868e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 207507 members 
Entering Unmasked Estep 
Score: -27618754.000000 Penalty: 6073.737305
	Iteration 18Q: 3 clusters Score -2.761875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 207537 members 
Entering Unmasked Estep 
Score: -27618768.000000 Penalty: 6073.737305
	Iteration 19Q: 3 clusters Score -2.761877e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 207558 members 
Entering Unmasked Estep 
Score: -27618768.000000 Penalty: 6073.737305
	Iteration 20F: 3 clusters Score -2.761877e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 207574 members 
Entering Unmasked Estep 
Score: -27618762.000000 Penalty: 6073.737305
	Iteration 21Q: 3 clusters Score -2.761876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 207590 members 
Entering Unmasked Estep 
Score: -27618782.000000 Penalty: 6073.737305
	Iteration 22Q: 3 clusters Score -2.761878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 207607 members 
Entering Unmasked Estep 
Score: -27618784.000000 Penalty: 6073.737305
	Iteration 23Q: 3 clusters Score -2.761878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 207624 members 
Entering Unmasked Estep 
Score: -27618820.000000 Penalty: 6073.737305
	Iteration 24Q: 3 clusters Score -2.761882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 207628 members 
Entering Unmasked Estep 
Score: -27618826.000000 Penalty: 6073.737305
	Iteration 25Q: 3 clusters Score -2.761883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 207634 members 
Entering Unmasked Estep 
Score: -27618824.000000 Penalty: 6073.737305
	Iteration 26Q: 3 clusters Score -2.761882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 207640 members 
Entering Unmasked Estep 
Score: -27618814.000000 Penalty: 6073.737305
	Iteration 27Q: 3 clusters Score -2.761881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 207644 members 
Entering Unmasked Estep 
Score: -27618826.000000 Penalty: 6073.737305
	Iteration 28Q: 3 clusters Score -2.761883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 207647 members 
Entering Unmasked Estep 
Score: -27618806.000000 Penalty: 6073.737305
	Iteration 29Q: 3 clusters Score -2.761881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 207649 members 
Entering Unmasked Estep 
Score: -27618824.000000 Penalty: 6073.737305
	Iteration 30Q: 3 clusters Score -2.761882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 207651 members 
Entering Unmasked Estep 
Score: -27618840.000000 Penalty: 6073.737305
	Iteration 31Q: 3 clusters Score -2.761884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 207651 members 
Entering Unmasked Estep 
Score: -27618840.000000 Penalty: 6073.737305
	Iteration 32F: 3 clusters Score -2.761884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Entering Unmasked Estep 
Score: -1820477.500000 Penalty: 2358.645264
	Iteration 0F: 2 clusters Score -1820478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1810597.125000 Penalty: 4717.290527
	Iteration 0F: 3 clusters Score -1810597 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1813748.125000 Penalty: 4717.290527
	Iteration 1F: 3 clusters Score -1813748 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1814212.625000 Penalty: 4717.290527
	Iteration 2F: 3 clusters Score -1814213 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1814716.250000 Penalty: 4717.290527
	Iteration 3F: 3 clusters Score -1814716 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1815230.625000 Penalty: 4717.290527
	Iteration 4F: 3 clusters Score -1815231 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1815719.375000 Penalty: 4717.290527
	Iteration 5F: 3 clusters Score -1815719 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1816207.750000 Penalty: 4717.290527
	Iteration 6F: 3 clusters Score -1816208 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1816680.375000 Penalty: 4717.290527
	Iteration 7F: 3 clusters Score -1816680 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1817163.625000 Penalty: 4717.290527
	Iteration 8F: 3 clusters Score -1817164 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1817580.625000 Penalty: 4717.290527
	Iteration 9Q: 3 clusters Score -1817581 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1817888.875000 Penalty: 4717.290527
	Iteration 10Q: 3 clusters Score -1817889 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1818104.500000 Penalty: 4717.290527
	Iteration 11Q: 3 clusters Score -1818104 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1818284.500000 Penalty: 4717.290527
	Iteration 12Q: 3 clusters Score -1818284 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1818445.500000 Penalty: 4717.290527
	Iteration 13Q: 3 clusters Score -1818446 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1818578.125000 Penalty: 4717.290527
	Iteration 14Q: 3 clusters Score -1818578 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1818712.250000 Penalty: 4717.290527
	Iteration 15Q: 3 clusters Score -1818712 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1818842.125000 Penalty: 4717.290527
	Iteration 16Q: 3 clusters Score -1818842 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1818927.500000 Penalty: 4717.290527
	Iteration 17Q: 3 clusters Score -1818928 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1819003.000000 Penalty: 4717.290527
	Iteration 18Q: 3 clusters Score -1819003 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1819082.250000 Penalty: 4717.290527
	Iteration 19Q: 3 clusters Score -1819082 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1819142.750000 Penalty: 4717.290527
	Iteration 20F: 3 clusters Score -1819143 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1819184.750000 Penalty: 4717.290527
	Iteration 21Q: 3 clusters Score -1819185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1819217.125000 Penalty: 4717.290527
	Iteration 22Q: 3 clusters Score -1819217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1819254.125000 Penalty: 4717.290527
	Iteration 23Q: 3 clusters Score -1819254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1819274.875000 Penalty: 4717.290527
	Iteration 24Q: 3 clusters Score -1819275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1819288.375000 Penalty: 4717.290527
	Iteration 25Q: 3 clusters Score -1819288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1819300.500000 Penalty: 4717.290527
	Iteration 26Q: 3 clusters Score -1819300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1819306.000000 Penalty: 4717.290527
	Iteration 27Q: 3 clusters Score -1819306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1819313.250000 Penalty: 4717.290527
	Iteration 28Q: 3 clusters Score -1819313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1819320.000000 Penalty: 4717.290527
	Iteration 29Q: 3 clusters Score -1819320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1819326.625000 Penalty: 4717.290527
	Iteration 30Q: 3 clusters Score -1819327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1819330.500000 Penalty: 4717.290527
	Iteration 31Q: 3 clusters Score -1819330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1819335.125000 Penalty: 4717.290527
	Iteration 32Q: 3 clusters Score -1819335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1819335.500000 Penalty: 4717.290527
	Iteration 33Q: 3 clusters Score -1819336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1819337.250000 Penalty: 4717.290527
	Iteration 34Q: 3 clusters Score -1819337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1819337.375000 Penalty: 4717.290527
	Iteration 35Q: 3 clusters Score -1819337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1819337.375000 Penalty: 4717.290527
	Iteration 36F: 3 clusters Score -1819337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Entering Unmasked Estep 
Score: -5684793.500000 Penalty: 2649.854492
	Iteration 0F: 2 clusters Score -5684794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5655504.500000 Penalty: 5299.708984
	Iteration 0F: 3 clusters Score -5655504 nChanged 20185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5666463.000000 Penalty: 5299.708984
	Iteration 1F: 3 clusters Score -5666463 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -5667127.500000 Penalty: 5299.708984
	Iteration 2Q: 3 clusters Score -5667128 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5667839.500000 Penalty: 5299.708984
	Iteration 3Q: 3 clusters Score -5667840 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5668735.000000 Penalty: 5299.708984
	Iteration 4Q: 3 clusters Score -5668735 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -5669784.000000 Penalty: 5299.708984
	Iteration 5Q: 3 clusters Score -5669784 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -5671178.000000 Penalty: 5299.708984
	Iteration 6F: 3 clusters Score -5671178 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -5672952.000000 Penalty: 5299.708984
	Iteration 7F: 3 clusters Score -5672952 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5674751.500000 Penalty: 5299.708984
	Iteration 8F: 3 clusters Score -5674752 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -5676160.000000 Penalty: 5299.708984
	Iteration 9F: 3 clusters Score -5676160 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -5677079.000000 Penalty: 5299.708984
	Iteration 10Q: 3 clusters Score -5677079 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -5677606.500000 Penalty: 5299.708984
	Iteration 11Q: 3 clusters Score -5677606 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -5678028.000000 Penalty: 5299.708984
	Iteration 12Q: 3 clusters Score -5678028 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -5678252.500000 Penalty: 5299.708984
	Iteration 13Q: 3 clusters Score -5678252 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5678476.500000 Penalty: 5299.708984
	Iteration 14Q: 3 clusters Score -5678476 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -5678583.500000 Penalty: 5299.708984
	Iteration 15Q: 3 clusters Score -5678584 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -5678729.500000 Penalty: 5299.708984
	Iteration 16Q: 3 clusters Score -5678730 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -5678845.500000 Penalty: 5299.708984
	Iteration 17Q: 3 clusters Score -5678846 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -5678977.000000 Penalty: 5299.708984
	Iteration 18Q: 3 clusters Score -5678977 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5679071.000000 Penalty: 5299.708984
	Iteration 19Q: 3 clusters Score -5679071 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5679165.000000 Penalty: 5299.708984
	Iteration 20F: 3 clusters Score -5679165 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -5679281.500000 Penalty: 5299.708984
	Iteration 21Q: 3 clusters Score -5679282 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -5679385.000000 Penalty: 5299.708984
	Iteration 22Q: 3 clusters Score -5679385 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -5679541.500000 Penalty: 5299.708984
	Iteration 23Q: 3 clusters Score -5679542 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -5679642.500000 Penalty: 5299.708984
	Iteration 24Q: 3 clusters Score -5679642 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5679774.000000 Penalty: 5299.708984
	Iteration 25Q: 3 clusters Score -5679774 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -5679923.000000 Penalty: 5299.708984
	Iteration 26Q: 3 clusters Score -5679923 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -5680063.500000 Penalty: 5299.708984
	Iteration 27Q: 3 clusters Score -5680064 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -5680207.000000 Penalty: 5299.708984
	Iteration 28Q: 3 clusters Score -5680207 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -5680362.500000 Penalty: 5299.708984
	Iteration 29Q: 3 clusters Score -5680362 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -5680459.500000 Penalty: 5299.708984
	Iteration 30Q: 3 clusters Score -5680460 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -5680631.500000 Penalty: 5299.708984
	Iteration 31Q: 3 clusters Score -5680632 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -5680751.500000 Penalty: 5299.708984
	Iteration 32Q: 3 clusters Score -5680752 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -5680873.500000 Penalty: 5299.708984
	Iteration 33Q: 3 clusters Score -5680874 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5680999.500000 Penalty: 5299.708984
	Iteration 34Q: 3 clusters Score -5681000 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5681097.000000 Penalty: 5299.708984
	Iteration 35Q: 3 clusters Score -5681097 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -5681202.000000 Penalty: 5299.708984
	Iteration 36Q: 3 clusters Score -5681202 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -5681306.500000 Penalty: 5299.708984
	Iteration 37Q: 3 clusters Score -5681306 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -5681427.000000 Penalty: 5299.708984
	Iteration 38Q: 3 clusters Score -5681427 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5681507.500000 Penalty: 5299.708984
	Iteration 39Q: 3 clusters Score -5681508 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -5681605.000000 Penalty: 5299.708984
	Iteration 40F: 3 clusters Score -5681605 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -5681703.500000 Penalty: 5299.708984
	Iteration 41Q: 3 clusters Score -5681704 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -5681784.500000 Penalty: 5299.708984
	Iteration 42Q: 3 clusters Score -5681784 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -5681864.000000 Penalty: 5299.708984
	Iteration 43Q: 3 clusters Score -5681864 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5681943.000000 Penalty: 5299.708984
	Iteration 44Q: 3 clusters Score -5681943 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -5681986.500000 Penalty: 5299.708984
	Iteration 45Q: 3 clusters Score -5681986 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5682036.500000 Penalty: 5299.708984
	Iteration 46Q: 3 clusters Score -5682036 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -5682103.500000 Penalty: 5299.708984
	Iteration 47Q: 3 clusters Score -5682104 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -5682125.000000 Penalty: 5299.708984
	Iteration 48Q: 3 clusters Score -5682125 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -5682174.000000 Penalty: 5299.708984
	Iteration 49Q: 3 clusters Score -5682174 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -5682241.500000 Penalty: 5299.708984
	Iteration 50Q: 3 clusters Score -5682242 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -5682273.500000 Penalty: 5299.708984
	Iteration 51Q: 3 clusters Score -5682274 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -5682301.000000 Penalty: 5299.708984
	Iteration 52Q: 3 clusters Score -5682301 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5682335.000000 Penalty: 5299.708984
	Iteration 53Q: 3 clusters Score -5682335 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5682352.000000 Penalty: 5299.708984
	Iteration 54Q: 3 clusters Score -5682352 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -5682388.500000 Penalty: 5299.708984
	Iteration 55Q: 3 clusters Score -5682388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -5682432.000000 Penalty: 5299.708984
	Iteration 56Q: 3 clusters Score -5682432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -5682452.000000 Penalty: 5299.708984
	Iteration 57Q: 3 clusters Score -5682452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -5682486.000000 Penalty: 5299.708984
	Iteration 58Q: 3 clusters Score -5682486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5682491.000000 Penalty: 5299.708984
	Iteration 59Q: 3 clusters Score -5682491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5682508.000000 Penalty: 5299.708984
	Iteration 60F: 3 clusters Score -5682508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -5682522.000000 Penalty: 5299.708984
	Iteration 61Q: 3 clusters Score -5682522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5682536.500000 Penalty: 5299.708984
	Iteration 62Q: 3 clusters Score -5682536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5682549.000000 Penalty: 5299.708984
	Iteration 63Q: 3 clusters Score -5682549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5682548.500000 Penalty: 5299.708984
	Iteration 64Q: 3 clusters Score -5682548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5682556.500000 Penalty: 5299.708984
	Iteration 65Q: 3 clusters Score -5682556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -5682575.500000 Penalty: 5299.708984
	Iteration 66Q: 3 clusters Score -5682576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5682570.500000 Penalty: 5299.708984
	Iteration 67Q: 3 clusters Score -5682570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5682573.500000 Penalty: 5299.708984
	Iteration 68Q: 3 clusters Score -5682574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5682591.500000 Penalty: 5299.708984
	Iteration 69Q: 3 clusters Score -5682592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -5682597.000000 Penalty: 5299.708984
	Iteration 70Q: 3 clusters Score -5682597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -5682594.500000 Penalty: 5299.708984
	Iteration 71Q: 3 clusters Score -5682594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -5682599.500000 Penalty: 5299.708984
	Iteration 72Q: 3 clusters Score -5682600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5682607.000000 Penalty: 5299.708984
	Iteration 73Q: 3 clusters Score -5682607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5682615.000000 Penalty: 5299.708984
	Iteration 74Q: 3 clusters Score -5682615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5682611.000000 Penalty: 5299.708984
	Iteration 75Q: 3 clusters Score -5682611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -5682622.000000 Penalty: 5299.708984
	Iteration 76Q: 3 clusters Score -5682622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5682620.000000 Penalty: 5299.708984
	Iteration 77Q: 3 clusters Score -5682620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -5682620.000000 Penalty: 5299.708984
	Iteration 78Q: 3 clusters Score -5682620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5682627.500000 Penalty: 5299.708984
	Iteration 79Q: 3 clusters Score -5682628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5682642.500000 Penalty: 5299.708984
	Iteration 80F: 3 clusters Score -5682642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -5682643.000000 Penalty: 5299.708984
	Iteration 81Q: 3 clusters Score -5682643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5682648.500000 Penalty: 5299.708984
	Iteration 82Q: 3 clusters Score -5682648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5682658.500000 Penalty: 5299.708984
	Iteration 83Q: 3 clusters Score -5682658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5682659.000000 Penalty: 5299.708984
	Iteration 84Q: 3 clusters Score -5682659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5682661.000000 Penalty: 5299.708984
	Iteration 85Q: 3 clusters Score -5682661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -5682661.500000 Penalty: 5299.708984
	Iteration 86Q: 3 clusters Score -5682662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5682661.500000 Penalty: 5299.708984
	Iteration 87Q: 3 clusters Score -5682662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5682662.000000 Penalty: 5299.708984
	Iteration 88Q: 3 clusters Score -5682662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -5682658.500000 Penalty: 5299.708984
	Iteration 89Q: 3 clusters Score -5682658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -5682658.500000 Penalty: 5299.708984
	Iteration 90Q: 3 clusters Score -5682658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5682665.500000 Penalty: 5299.708984
	Iteration 91Q: 3 clusters Score -5682666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5682676.500000 Penalty: 5299.708984
	Iteration 92Q: 3 clusters Score -5682676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -5682671.500000 Penalty: 5299.708984
	Iteration 93Q: 3 clusters Score -5682672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5682678.000000 Penalty: 5299.708984
	Iteration 94Q: 3 clusters Score -5682678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -5682682.500000 Penalty: 5299.708984
	Iteration 95Q: 3 clusters Score -5682682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5682678.500000 Penalty: 5299.708984
	Iteration 96Q: 3 clusters Score -5682678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5682678.000000 Penalty: 5299.708984
	Iteration 97Q: 3 clusters Score -5682678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -5682682.500000 Penalty: 5299.708984
	Iteration 98Q: 3 clusters Score -5682682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5682680.500000 Penalty: 5299.708984
	Iteration 99Q: 3 clusters Score -5682680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -5682689.000000 Penalty: 5299.708984
	Iteration 100F: 3 clusters Score -5682689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5682688.500000 Penalty: 5299.708984
	Iteration 101Q: 3 clusters Score -5682688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5682685.000000 Penalty: 5299.708984
	Iteration 102Q: 3 clusters Score -5682685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5682685.000000 Penalty: 5299.708984
	Iteration 103F: 3 clusters Score -5682685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Entering Unmasked Estep 
Score: -2721364.000000 Penalty: 2476.056641
	Iteration 0F: 2 clusters Score -2721364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2706114.250000 Penalty: 4952.113281
	Iteration 0F: 3 clusters Score -2706114 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2711359.750000 Penalty: 4952.113281
	Iteration 1F: 3 clusters Score -2711360 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2711744.750000 Penalty: 4952.113281
	Iteration 2F: 3 clusters Score -2711745 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2712118.750000 Penalty: 4952.113281
	Iteration 3Q: 3 clusters Score -2712119 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2712515.750000 Penalty: 4952.113281
	Iteration 4Q: 3 clusters Score -2712516 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2712949.750000 Penalty: 4952.113281
	Iteration 5Q: 3 clusters Score -2712950 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2713357.500000 Penalty: 4952.113281
	Iteration 6Q: 3 clusters Score -2713358 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2713712.750000 Penalty: 4952.113281
	Iteration 7Q: 3 clusters Score -2713713 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2714063.750000 Penalty: 4952.113281
	Iteration 8Q: 3 clusters Score -2714064 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2714400.500000 Penalty: 4952.113281
	Iteration 9Q: 3 clusters Score -2714400 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2714760.750000 Penalty: 4952.113281
	Iteration 10Q: 3 clusters Score -2714761 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2715185.750000 Penalty: 4952.113281
	Iteration 11Q: 3 clusters Score -2715186 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2715659.250000 Penalty: 4952.113281
	Iteration 12Q: 3 clusters Score -2715659 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2716156.250000 Penalty: 4952.113281
	Iteration 13Q: 3 clusters Score -2716156 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2716596.000000 Penalty: 4952.113281
	Iteration 14Q: 3 clusters Score -2716596 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2716953.500000 Penalty: 4952.113281
	Iteration 15Q: 3 clusters Score -2716954 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2717223.000000 Penalty: 4952.113281
	Iteration 16Q: 3 clusters Score -2717223 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2717440.000000 Penalty: 4952.113281
	Iteration 17Q: 3 clusters Score -2717440 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2717588.250000 Penalty: 4952.113281
	Iteration 18Q: 3 clusters Score -2717588 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2717727.000000 Penalty: 4952.113281
	Iteration 19Q: 3 clusters Score -2717727 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2717834.250000 Penalty: 4952.113281
	Iteration 20F: 3 clusters Score -2717834 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2717961.250000 Penalty: 4952.113281
	Iteration 21Q: 3 clusters Score -2717961 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2718099.000000 Penalty: 4952.113281
	Iteration 22Q: 3 clusters Score -2718099 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2718224.250000 Penalty: 4952.113281
	Iteration 23Q: 3 clusters Score -2718224 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2718373.750000 Penalty: 4952.113281
	Iteration 24Q: 3 clusters Score -2718374 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2718511.000000 Penalty: 4952.113281
	Iteration 25Q: 3 clusters Score -2718511 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2718641.250000 Penalty: 4952.113281
	Iteration 26Q: 3 clusters Score -2718641 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2718755.750000 Penalty: 4952.113281
	Iteration 27Q: 3 clusters Score -2718756 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2718872.000000 Penalty: 4952.113281
	Iteration 28Q: 3 clusters Score -2718872 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2719004.500000 Penalty: 4952.113281
	Iteration 29Q: 3 clusters Score -2719004 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2719134.000000 Penalty: 4952.113281
	Iteration 30Q: 3 clusters Score -2719134 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2719243.500000 Penalty: 4952.113281
	Iteration 31Q: 3 clusters Score -2719244 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2719337.750000 Penalty: 4952.113281
	Iteration 32Q: 3 clusters Score -2719338 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2719406.250000 Penalty: 4952.113281
	Iteration 33Q: 3 clusters Score -2719406 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2719509.250000 Penalty: 4952.113281
	Iteration 34Q: 3 clusters Score -2719509 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2719590.500000 Penalty: 4952.113281
	Iteration 35Q: 3 clusters Score -2719590 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2719699.000000 Penalty: 4952.113281
	Iteration 36Q: 3 clusters Score -2719699 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2719804.750000 Penalty: 4952.113281
	Iteration 37Q: 3 clusters Score -2719805 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2719901.000000 Penalty: 4952.113281
	Iteration 38Q: 3 clusters Score -2719901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2719953.500000 Penalty: 4952.113281
	Iteration 39Q: 3 clusters Score -2719954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2719994.500000 Penalty: 4952.113281
	Iteration 40F: 3 clusters Score -2719994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2720035.500000 Penalty: 4952.113281
	Iteration 41Q: 3 clusters Score -2720036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2720063.000000 Penalty: 4952.113281
	Iteration 42Q: 3 clusters Score -2720063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2720086.750000 Penalty: 4952.113281
	Iteration 43Q: 3 clusters Score -2720087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2720099.500000 Penalty: 4952.113281
	Iteration 44Q: 3 clusters Score -2720100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2720099.250000 Penalty: 4952.113281
	Iteration 45Q: 3 clusters Score -2720099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2720108.500000 Penalty: 4952.113281
	Iteration 46Q: 3 clusters Score -2720108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2720114.500000 Penalty: 4952.113281
	Iteration 47Q: 3 clusters Score -2720114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2720115.250000 Penalty: 4952.113281
	Iteration 48Q: 3 clusters Score -2720115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2720119.250000 Penalty: 4952.113281
	Iteration 49Q: 3 clusters Score -2720119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2720124.250000 Penalty: 4952.113281
	Iteration 50Q: 3 clusters Score -2720124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2720122.500000 Penalty: 4952.113281
	Iteration 51Q: 3 clusters Score -2720122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2720133.250000 Penalty: 4952.113281
	Iteration 52Q: 3 clusters Score -2720133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2720129.000000 Penalty: 4952.113281
	Iteration 53Q: 3 clusters Score -2720129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2720131.750000 Penalty: 4952.113281
	Iteration 54Q: 3 clusters Score -2720132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2720137.250000 Penalty: 4952.113281
	Iteration 55Q: 3 clusters Score -2720137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2720139.250000 Penalty: 4952.113281
	Iteration 56Q: 3 clusters Score -2720139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2720146.000000 Penalty: 4952.113281
	Iteration 57Q: 3 clusters Score -2720146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2720145.250000 Penalty: 4952.113281
	Iteration 58Q: 3 clusters Score -2720145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2720147.750000 Penalty: 4952.113281
	Iteration 59Q: 3 clusters Score -2720148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2720151.250000 Penalty: 4952.113281
	Iteration 60F: 3 clusters Score -2720151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -263169.625000 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -263169.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -260522.187500 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -260522.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -261003.375000 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -261003.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -261184.328125 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -261184.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -261366.921875 Penalty: 3774.491699
	Iteration 3F: 3 clusters Score -261366.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -261578.718750 Penalty: 3774.491699
	Iteration 4F: 3 clusters Score -261578.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -261770.031250 Penalty: 3774.491699
	Iteration 5F: 3 clusters Score -261770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -261901.203125 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -261901.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -261987.203125 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -261987.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -262027.359375 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -262027.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -262071.171875 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -262071.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -262108.750000 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -262108.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -262128.468750 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -262128.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -262142.734375 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -262142.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -262158.281250 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -262158.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -262166.843750 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -262166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -262174.093750 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -262174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -262179.843750 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -262179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -262187.531250 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -262187.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -262197.812500 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -262197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -262203.187500 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -262203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -262206.906250 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -262206.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -262212.593750 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -262212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -262214.218750 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -262214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -262215.656250 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -262215.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -262215.656250 Penalty: 3774.491699
	Iteration 24F: 3 clusters Score -262215.7 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: -86653.804688 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -86653.8 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 412 members 
Entering Unmasked Estep 
Score: -85066.187500 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -85066.19 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85707.523438 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -85707.52 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -86078.726562 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -86078.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -86335.515625 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -86335.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86488.562500 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -86488.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -86624.867188 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -86624.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86799.562500 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -86799.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86980.179688 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -86980.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87023.679688 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -87023.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -87031.234375 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -87031.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -87041.164062 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -87041.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -87044.835938 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -87044.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87054.343750 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -87054.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87063.695312 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -87063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87073.804688 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -87073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87096.921875 Penalty: 3313.704102
	Iteration 15Q: 3 clusters Score -87096.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87108.218750 Penalty: 3313.704102
	Iteration 16Q: 3 clusters Score -87108.22 nChanged 2
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: -87111.664062 Penalty: 3313.704102
	Iteration 17Q: 3 clusters Score -87111.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87113.570312 Penalty: 3313.704102
	Iteration 18Q: 3 clusters Score -87113.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87118.234375 Penalty: 3313.704102
	Iteration 19Q: 3 clusters Score -87118.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -87124.992188 Penalty: 3313.704102
	Iteration 20F: 3 clusters Score -87124.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87134.875000 Penalty: 3313.704102
	Iteration 21Q: 3 clusters Score -87134.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87172.062500 Penalty: 3313.704102
	Iteration 22Q: 3 clusters Score -87172.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -87208.023438 Penalty: 3313.704102
	Iteration 23Q: 3 clusters Score -87208.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87250.765625 Penalty: 3313.704102
	Iteration 24Q: 3 clusters Score -87250.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87269.562500 Penalty: 3313.704102
	Iteration 25Q: 3 clusters Score -87269.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -87290.328125 Penalty: 3313.704102
	Iteration 26Q: 3 clusters Score -87290.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87297.828125 Penalty: 3313.704102
	Iteration 27Q: 3 clusters Score -87297.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87322.023438 Penalty: 3313.704102
	Iteration 28Q: 3 clusters Score -87322.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87341.875000 Penalty: 3313.704102
	Iteration 29Q: 3 clusters Score -87341.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -87362.101562 Penalty: 3313.704102
	Iteration 30Q: 3 clusters Score -87362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -87374.320312 Penalty: 3313.704102
	Iteration 31Q: 3 clusters Score -87374.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87375.734375 Penalty: 3313.704102
	Iteration 32Q: 3 clusters Score -87375.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87375.734375 Penalty: 3313.704102
	Iteration 33F: 3 clusters Score -87375.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22804 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196434 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208030 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34740 members 
Mstep: Class 34 contains 456 members 
Entering Unmasked Estep 
Score: -133251248.000000 Penalty: 116723.625000
Splitting cluster 26 changes total score from -133252560.000000 to -133251248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (16911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Entering Unmasked Estep 
Score: -2284942.250000 Penalty: 2414.458496
	Iteration 0F: 2 clusters Score -2284942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2272850.500000 Penalty: 4828.916992
	Iteration 0F: 3 clusters Score -2272850 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2276725.500000 Penalty: 4828.916992
	Iteration 1F: 3 clusters Score -2276726 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2277167.750000 Penalty: 4828.916992
	Iteration 2F: 3 clusters Score -2277168 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2277555.750000 Penalty: 4828.916992
	Iteration 3F: 3 clusters Score -2277556 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2277953.750000 Penalty: 4828.916992
	Iteration 4Q: 3 clusters Score -2277954 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2278311.000000 Penalty: 4828.916992
	Iteration 5Q: 3 clusters Score -2278311 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2278691.750000 Penalty: 4828.916992
	Iteration 6Q: 3 clusters Score -2278692 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2279050.000000 Penalty: 4828.916992
	Iteration 7Q: 3 clusters Score -2279050 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2279456.250000 Penalty: 4828.916992
	Iteration 8Q: 3 clusters Score -2279456 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2279869.750000 Penalty: 4828.916992
	Iteration 9Q: 3 clusters Score -2279870 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2280327.000000 Penalty: 4828.916992
	Iteration 10Q: 3 clusters Score -2280327 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2280811.500000 Penalty: 4828.916992
	Iteration 11Q: 3 clusters Score -2280812 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2281209.250000 Penalty: 4828.916992
	Iteration 12Q: 3 clusters Score -2281209 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2281548.250000 Penalty: 4828.916992
	Iteration 13Q: 3 clusters Score -2281548 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2281778.500000 Penalty: 4828.916992
	Iteration 14Q: 3 clusters Score -2281778 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2281933.000000 Penalty: 4828.916992
	Iteration 15Q: 3 clusters Score -2281933 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2282046.000000 Penalty: 4828.916992
	Iteration 16Q: 3 clusters Score -2282046 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2282125.250000 Penalty: 4828.916992
	Iteration 17Q: 3 clusters Score -2282125 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2282200.250000 Penalty: 4828.916992
	Iteration 18Q: 3 clusters Score -2282200 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2282268.500000 Penalty: 4828.916992
	Iteration 19Q: 3 clusters Score -2282268 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2282338.000000 Penalty: 4828.916992
	Iteration 20F: 3 clusters Score -2282338 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2282393.250000 Penalty: 4828.916992
	Iteration 21Q: 3 clusters Score -2282393 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2282444.750000 Penalty: 4828.916992
	Iteration 22Q: 3 clusters Score -2282445 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2282499.000000 Penalty: 4828.916992
	Iteration 23Q: 3 clusters Score -2282499 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2282530.000000 Penalty: 4828.916992
	Iteration 24Q: 3 clusters Score -2282530 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2282580.250000 Penalty: 4828.916992
	Iteration 25Q: 3 clusters Score -2282580 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2282616.250000 Penalty: 4828.916992
	Iteration 26Q: 3 clusters Score -2282616 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2282651.250000 Penalty: 4828.916992
	Iteration 27Q: 3 clusters Score -2282651 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2282691.000000 Penalty: 4828.916992
	Iteration 28Q: 3 clusters Score -2282691 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2282728.750000 Penalty: 4828.916992
	Iteration 29Q: 3 clusters Score -2282729 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2282756.750000 Penalty: 4828.916992
	Iteration 30Q: 3 clusters Score -2282757 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2282786.000000 Penalty: 4828.916992
	Iteration 31Q: 3 clusters Score -2282786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2282803.750000 Penalty: 4828.916992
	Iteration 32Q: 3 clusters Score -2282804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2282830.750000 Penalty: 4828.916992
	Iteration 33Q: 3 clusters Score -2282831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2282853.500000 Penalty: 4828.916992
	Iteration 34Q: 3 clusters Score -2282854 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2282876.750000 Penalty: 4828.916992
	Iteration 35Q: 3 clusters Score -2282877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2282889.000000 Penalty: 4828.916992
	Iteration 36Q: 3 clusters Score -2282889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2282913.750000 Penalty: 4828.916992
	Iteration 37Q: 3 clusters Score -2282914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2282932.000000 Penalty: 4828.916992
	Iteration 38Q: 3 clusters Score -2282932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2282949.500000 Penalty: 4828.916992
	Iteration 39Q: 3 clusters Score -2282950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2282960.500000 Penalty: 4828.916992
	Iteration 40F: 3 clusters Score -2282960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2282973.000000 Penalty: 4828.916992
	Iteration 41Q: 3 clusters Score -2282973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2282985.000000 Penalty: 4828.916992
	Iteration 42Q: 3 clusters Score -2282985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2283001.250000 Penalty: 4828.916992
	Iteration 43Q: 3 clusters Score -2283001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2283012.750000 Penalty: 4828.916992
	Iteration 44Q: 3 clusters Score -2283013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2283015.750000 Penalty: 4828.916992
	Iteration 45Q: 3 clusters Score -2283016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2283034.000000 Penalty: 4828.916992
	Iteration 46Q: 3 clusters Score -2283034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2283037.250000 Penalty: 4828.916992
	Iteration 47Q: 3 clusters Score -2283037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2283040.500000 Penalty: 4828.916992
	Iteration 48Q: 3 clusters Score -2283040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2283046.250000 Penalty: 4828.916992
	Iteration 49Q: 3 clusters Score -2283046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2283054.750000 Penalty: 4828.916992
	Iteration 50Q: 3 clusters Score -2283055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2283056.250000 Penalty: 4828.916992
	Iteration 51Q: 3 clusters Score -2283056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2283057.500000 Penalty: 4828.916992
	Iteration 52Q: 3 clusters Score -2283058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2283064.000000 Penalty: 4828.916992
	Iteration 53Q: 3 clusters Score -2283064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2283071.500000 Penalty: 4828.916992
	Iteration 54Q: 3 clusters Score -2283072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2283079.500000 Penalty: 4828.916992
	Iteration 55Q: 3 clusters Score -2283080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2283079.250000 Penalty: 4828.916992
	Iteration 56Q: 3 clusters Score -2283079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2283089.500000 Penalty: 4828.916992
	Iteration 57Q: 3 clusters Score -2283090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2283097.000000 Penalty: 4828.916992
	Iteration 58Q: 3 clusters Score -2283097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2283096.000000 Penalty: 4828.916992
	Iteration 59Q: 3 clusters Score -2283096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2283095.250000 Penalty: 4828.916992
	Iteration 60F: 3 clusters Score -2283095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2283100.500000 Penalty: 4828.916992
	Iteration 61Q: 3 clusters Score -2283100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2283103.750000 Penalty: 4828.916992
	Iteration 62Q: 3 clusters Score -2283104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2283104.500000 Penalty: 4828.916992
	Iteration 63Q: 3 clusters Score -2283104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2283108.500000 Penalty: 4828.916992
	Iteration 64Q: 3 clusters Score -2283108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2283109.500000 Penalty: 4828.916992
	Iteration 65Q: 3 clusters Score -2283110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2283112.000000 Penalty: 4828.916992
	Iteration 66Q: 3 clusters Score -2283112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2283119.250000 Penalty: 4828.916992
	Iteration 67Q: 3 clusters Score -2283119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2283118.500000 Penalty: 4828.916992
	Iteration 68Q: 3 clusters Score -2283118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2283118.500000 Penalty: 4828.916992
	Iteration 69Q: 3 clusters Score -2283118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2283123.000000 Penalty: 4828.916992
	Iteration 70Q: 3 clusters Score -2283123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2283125.500000 Penalty: 4828.916992
	Iteration 71Q: 3 clusters Score -2283126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2283132.250000 Penalty: 4828.916992
	Iteration 72Q: 3 clusters Score -2283132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2283135.250000 Penalty: 4828.916992
	Iteration 73Q: 3 clusters Score -2283135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2283136.000000 Penalty: 4828.916992
	Iteration 74Q: 3 clusters Score -2283136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2283133.500000 Penalty: 4828.916992
	Iteration 75Q: 3 clusters Score -2283134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2283138.500000 Penalty: 4828.916992
	Iteration 76Q: 3 clusters Score -2283138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2283138.250000 Penalty: 4828.916992
	Iteration 77Q: 3 clusters Score -2283138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2283144.500000 Penalty: 4828.916992
	Iteration 78Q: 3 clusters Score -2283144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2283153.250000 Penalty: 4828.916992
	Iteration 79Q: 3 clusters Score -2283153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2283154.250000 Penalty: 4828.916992
	Iteration 80F: 3 clusters Score -2283154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2283163.000000 Penalty: 4828.916992
	Iteration 81Q: 3 clusters Score -2283163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2283162.750000 Penalty: 4828.916992
	Iteration 82Q: 3 clusters Score -2283163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2283166.750000 Penalty: 4828.916992
	Iteration 83Q: 3 clusters Score -2283167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2283168.000000 Penalty: 4828.916992
	Iteration 84Q: 3 clusters Score -2283168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2283177.750000 Penalty: 4828.916992
	Iteration 85Q: 3 clusters Score -2283178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2283186.500000 Penalty: 4828.916992
	Iteration 86Q: 3 clusters Score -2283186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2283185.750000 Penalty: 4828.916992
	Iteration 87Q: 3 clusters Score -2283186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2283192.000000 Penalty: 4828.916992
	Iteration 88Q: 3 clusters Score -2283192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2283193.000000 Penalty: 4828.916992
	Iteration 89Q: 3 clusters Score -2283193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2283193.500000 Penalty: 4828.916992
	Iteration 90Q: 3 clusters Score -2283194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2283194.750000 Penalty: 4828.916992
	Iteration 91Q: 3 clusters Score -2283195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2283199.000000 Penalty: 4828.916992
	Iteration 92Q: 3 clusters Score -2283199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2283196.750000 Penalty: 4828.916992
	Iteration 93Q: 3 clusters Score -2283197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2283201.000000 Penalty: 4828.916992
	Iteration 94Q: 3 clusters Score -2283201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2283202.500000 Penalty: 4828.916992
	Iteration 95Q: 3 clusters Score -2283202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2283201.000000 Penalty: 4828.916992
	Iteration 96Q: 3 clusters Score -2283201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2283204.500000 Penalty: 4828.916992
	Iteration 97Q: 3 clusters Score -2283204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2283202.500000 Penalty: 4828.916992
	Iteration 98Q: 3 clusters Score -2283202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2283205.750000 Penalty: 4828.916992
	Iteration 99Q: 3 clusters Score -2283206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2283206.000000 Penalty: 4828.916992
	Iteration 100F: 3 clusters Score -2283206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2283206.750000 Penalty: 4828.916992
	Iteration 101Q: 3 clusters Score -2283207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2283205.500000 Penalty: 4828.916992
	Iteration 102Q: 3 clusters Score -2283206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2283203.500000 Penalty: 4828.916992
	Iteration 103Q: 3 clusters Score -2283204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2283207.750000 Penalty: 4828.916992
	Iteration 104Q: 3 clusters Score -2283208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2283211.500000 Penalty: 4828.916992
	Iteration 105Q: 3 clusters Score -2283212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2283213.000000 Penalty: 4828.916992
	Iteration 106Q: 3 clusters Score -2283213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2283216.750000 Penalty: 4828.916992
	Iteration 107Q: 3 clusters Score -2283217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2283219.250000 Penalty: 4828.916992
	Iteration 108Q: 3 clusters Score -2283219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2283219.750000 Penalty: 4828.916992
	Iteration 109Q: 3 clusters Score -2283220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2283219.250000 Penalty: 4828.916992
	Iteration 110Q: 3 clusters Score -2283219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2283218.000000 Penalty: 4828.916992
	Iteration 111Q: 3 clusters Score -2283218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2283220.250000 Penalty: 4828.916992
	Iteration 112Q: 3 clusters Score -2283220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2283218.750000 Penalty: 4828.916992
	Iteration 113Q: 3 clusters Score -2283219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2283215.000000 Penalty: 4828.916992
	Iteration 114Q: 3 clusters Score -2283215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2283217.750000 Penalty: 4828.916992
	Iteration 115Q: 3 clusters Score -2283218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2283218.500000 Penalty: 4828.916992
	Iteration 116Q: 3 clusters Score -2283218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2283219.750000 Penalty: 4828.916992
	Iteration 117Q: 3 clusters Score -2283220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2283222.000000 Penalty: 4828.916992
	Iteration 118Q: 3 clusters Score -2283222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2283222.500000 Penalty: 4828.916992
	Iteration 119Q: 3 clusters Score -2283222 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2283222.500000 Penalty: 4828.916992
	Iteration 120F: 3 clusters Score -2283222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -74010.890625 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -74010.89 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 338 members 
Entering Unmasked Estep 
Score: -72345.773438 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -72345.77 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72676.015625 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -72676.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72971.812500 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -72971.81 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73314.843750 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -73314.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73567.085938 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -73567.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73741.937500 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -73741.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73958.343750 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -73958.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74054.656250 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -74054.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74149.687500 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -74149.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74230.320312 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -74230.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74261.359375 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -74261.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74296.046875 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -74296.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74340.960938 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -74340.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74395.820312 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -74395.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74407.179688 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -74407.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74407.179688 Penalty: 3237.867188
	Iteration 15F: 3 clusters Score -74407.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 11311 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 36912 members 
Mstep: Class 9 contains 22804 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 190293 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 196434 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 208030 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 909 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 34740 members 
Mstep: Class 34 contains 319 members 
Entering Unmasked Estep 
Score: -133251200.000000 Penalty: 116723.625000
Splitting cluster 28 changes total score from -133252560.000000 to -133251200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -417868.687500 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -417868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -414174.250000 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -414174.2 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -415015.968750 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -415016 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -415221.312500 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -415221.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -415342.062500 Penalty: 4067.207031
	Iteration 3Q: 3 clusters Score -415342.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -415423.500000 Penalty: 4067.207031
	Iteration 4Q: 3 clusters Score -415423.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -415488.312500 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -415488.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -415540.250000 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -415540.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -415582.687500 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -415582.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -415614.218750 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -415614.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -415645.125000 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -415645.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -415668.437500 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -415668.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -415685.125000 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -415685.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -415702.593750 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -415702.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -415719.093750 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -415719.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -415731.125000 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -415731.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -415742.000000 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -415742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -415751.625000 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -415751.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -415758.968750 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -415759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -415765.750000 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -415765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -415768.406250 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -415768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -415770.437500 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -415770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -415771.156250 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -415771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -415771.375000 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -415771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -415771.375000 Penalty: 4067.207031
	Iteration 23F: 3 clusters Score -415771.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -115160.132812 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -115160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113320.531250 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -113320.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113595.437500 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -113595.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113691.140625 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -113691.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113759.375000 Penalty: 3378.923096
	Iteration 3Q: 3 clusters Score -113759.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -113820.351562 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -113820.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113876.468750 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -113876.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -113903.507812 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -113903.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -113920.835938 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -113920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113932.781250 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -113932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113939.945312 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -113939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113943.078125 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -113943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113945.203125 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -113945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113948.796875 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -113948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113951.382812 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -113951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -113952.375000 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -113952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -113952.375000 Penalty: 3378.923096
	Iteration 15F: 3 clusters Score -113952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Entering Unmasked Estep 
Score: -191318.437500 Penalty: 1812.850708
	Iteration 0F: 2 clusters Score -191318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -189036.265625 Penalty: 3625.701416
	Iteration 0F: 3 clusters Score -189036.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -189387.859375 Penalty: 3625.701416
	Iteration 1F: 3 clusters Score -189387.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -189533.234375 Penalty: 3625.701416
	Iteration 2F: 3 clusters Score -189533.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189671.562500 Penalty: 3625.701416
	Iteration 3F: 3 clusters Score -189671.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189814.125000 Penalty: 3625.701416
	Iteration 4F: 3 clusters Score -189814.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -189980.109375 Penalty: 3625.701416
	Iteration 5F: 3 clusters Score -189980.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -190183.218750 Penalty: 3625.701416
	Iteration 6F: 3 clusters Score -190183.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -190432.000000 Penalty: 3625.701416
	Iteration 7F: 3 clusters Score -190432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -190728.437500 Penalty: 3625.701416
	Iteration 8F: 3 clusters Score -190728.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -191003.546875 Penalty: 3625.701416
	Iteration 9F: 3 clusters Score -191003.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -191132.031250 Penalty: 3625.701416
	Iteration 10Q: 3 clusters Score -191132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -191162.703125 Penalty: 3625.701416
	Iteration 11Q: 3 clusters Score -191162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -191174.312500 Penalty: 3625.701416
	Iteration 12Q: 3 clusters Score -191174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -191178.812500 Penalty: 3625.701416
	Iteration 13Q: 3 clusters Score -191178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -191179.734375 Penalty: 3625.701416
	Iteration 14Q: 3 clusters Score -191179.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191181.078125 Penalty: 3625.701416
	Iteration 15Q: 3 clusters Score -191181.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191181.078125 Penalty: 3625.701416
	Iteration 16F: 3 clusters Score -191181.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -60714.710938 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -60714.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59153.851562 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -59153.85 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59385.894531 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -59385.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59533.722656 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -59533.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59599.207031 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -59599.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59652.046875 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -59652.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59707.542969 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -59707.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59751.933594 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -59751.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59774.207031 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -59774.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59791.664062 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -59791.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59808.925781 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -59808.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59817.613281 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -59817.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59822.046875 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -59822.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59825.457031 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -59825.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59826.156250 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -59826.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59826.156250 Penalty: 3111.347168
	Iteration 14F: 3 clusters Score -59826.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (34740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Entering Unmasked Estep 
Score: -4683800.000000 Penalty: 2593.000488
	Iteration 0F: 2 clusters Score -4683800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4660087.000000 Penalty: 5186.000977
	Iteration 0F: 3 clusters Score -4660087 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4668667.000000 Penalty: 5186.000977
	Iteration 1F: 3 clusters Score -4668667 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4669219.000000 Penalty: 5186.000977
	Iteration 2Q: 3 clusters Score -4669219 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -4669827.000000 Penalty: 5186.000977
	Iteration 3Q: 3 clusters Score -4669827 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -4670448.500000 Penalty: 5186.000977
	Iteration 4Q: 3 clusters Score -4670448 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4671166.500000 Penalty: 5186.000977
	Iteration 5Q: 3 clusters Score -4671166 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -4671895.000000 Penalty: 5186.000977
	Iteration 6Q: 3 clusters Score -4671895 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4672648.000000 Penalty: 5186.000977
	Iteration 7Q: 3 clusters Score -4672648 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4673429.000000 Penalty: 5186.000977
	Iteration 8Q: 3 clusters Score -4673429 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4674300.500000 Penalty: 5186.000977
	Iteration 9Q: 3 clusters Score -4674300 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4675161.000000 Penalty: 5186.000977
	Iteration 10Q: 3 clusters Score -4675161 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4676016.500000 Penalty: 5186.000977
	Iteration 11Q: 3 clusters Score -4676016 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -4676686.000000 Penalty: 5186.000977
	Iteration 12Q: 3 clusters Score -4676686 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4677125.500000 Penalty: 5186.000977
	Iteration 13Q: 3 clusters Score -4677126 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4677441.500000 Penalty: 5186.000977
	Iteration 14Q: 3 clusters Score -4677442 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -4677596.500000 Penalty: 5186.000977
	Iteration 15Q: 3 clusters Score -4677596 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4677685.000000 Penalty: 5186.000977
	Iteration 16Q: 3 clusters Score -4677685 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -4677751.000000 Penalty: 5186.000977
	Iteration 17Q: 3 clusters Score -4677751 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4677794.000000 Penalty: 5186.000977
	Iteration 18Q: 3 clusters Score -4677794 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4677831.000000 Penalty: 5186.000977
	Iteration 19Q: 3 clusters Score -4677831 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -4677875.000000 Penalty: 5186.000977
	Iteration 20F: 3 clusters Score -4677875 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4677895.000000 Penalty: 5186.000977
	Iteration 21Q: 3 clusters Score -4677895 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -4677914.000000 Penalty: 5186.000977
	Iteration 22Q: 3 clusters Score -4677914 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4677925.500000 Penalty: 5186.000977
	Iteration 23Q: 3 clusters Score -4677926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4677926.000000 Penalty: 5186.000977
	Iteration 24Q: 3 clusters Score -4677926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4677939.000000 Penalty: 5186.000977
	Iteration 25Q: 3 clusters Score -4677939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -4677945.500000 Penalty: 5186.000977
	Iteration 26Q: 3 clusters Score -4677946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4677943.000000 Penalty: 5186.000977
	Iteration 27Q: 3 clusters Score -4677943 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -4677955.500000 Penalty: 5186.000977
	Iteration 28Q: 3 clusters Score -4677956 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4677979.500000 Penalty: 5186.000977
	Iteration 29Q: 3 clusters Score -4677980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4677986.000000 Penalty: 5186.000977
	Iteration 30Q: 3 clusters Score -4677986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4677973.500000 Penalty: 5186.000977
	Iteration 31Q: 3 clusters Score -4677974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4677994.500000 Penalty: 5186.000977
	Iteration 32Q: 3 clusters Score -4677994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4677998.500000 Penalty: 5186.000977
	Iteration 33Q: 3 clusters Score -4677998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4678008.000000 Penalty: 5186.000977
	Iteration 34Q: 3 clusters Score -4678008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4678020.000000 Penalty: 5186.000977
	Iteration 35Q: 3 clusters Score -4678020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -4678024.000000 Penalty: 5186.000977
	Iteration 36Q: 3 clusters Score -4678024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -4678029.000000 Penalty: 5186.000977
	Iteration 37Q: 3 clusters Score -4678029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4678049.000000 Penalty: 5186.000977
	Iteration 38Q: 3 clusters Score -4678049 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4678073.500000 Penalty: 5186.000977
	Iteration 39Q: 3 clusters Score -4678074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -4678063.000000 Penalty: 5186.000977
	Iteration 40F: 3 clusters Score -4678063 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4678067.500000 Penalty: 5186.000977
	Iteration 41Q: 3 clusters Score -4678068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4678086.500000 Penalty: 5186.000977
	Iteration 42Q: 3 clusters Score -4678086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4678080.500000 Penalty: 5186.000977
	Iteration 43Q: 3 clusters Score -4678080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4678082.000000 Penalty: 5186.000977
	Iteration 44Q: 3 clusters Score -4678082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4678092.500000 Penalty: 5186.000977
	Iteration 45Q: 3 clusters Score -4678092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4678079.000000 Penalty: 5186.000977
	Iteration 46Q: 3 clusters Score -4678079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4678093.000000 Penalty: 5186.000977
	Iteration 47Q: 3 clusters Score -4678093 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4678100.500000 Penalty: 5186.000977
	Iteration 48Q: 3 clusters Score -4678100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4678103.000000 Penalty: 5186.000977
	Iteration 49Q: 3 clusters Score -4678103 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -4678113.000000 Penalty: 5186.000977
	Iteration 50Q: 3 clusters Score -4678113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4678131.500000 Penalty: 5186.000977
	Iteration 51Q: 3 clusters Score -4678132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4678138.500000 Penalty: 5186.000977
	Iteration 52Q: 3 clusters Score -4678138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -4678137.500000 Penalty: 5186.000977
	Iteration 53Q: 3 clusters Score -4678138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -4678143.000000 Penalty: 5186.000977
	Iteration 54Q: 3 clusters Score -4678143 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -4678138.500000 Penalty: 5186.000977
	Iteration 55Q: 3 clusters Score -4678138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -4678140.500000 Penalty: 5186.000977
	Iteration 56Q: 3 clusters Score -4678140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4678151.000000 Penalty: 5186.000977
	Iteration 57Q: 3 clusters Score -4678151 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4678159.500000 Penalty: 5186.000977
	Iteration 58Q: 3 clusters Score -4678160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4678169.500000 Penalty: 5186.000977
	Iteration 59Q: 3 clusters Score -4678170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4678171.500000 Penalty: 5186.000977
	Iteration 60F: 3 clusters Score -4678172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4678170.000000 Penalty: 5186.000977
	Iteration 61Q: 3 clusters Score -4678170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4678168.500000 Penalty: 5186.000977
	Iteration 62Q: 3 clusters Score -4678168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -4678195.000000 Penalty: 5186.000977
	Iteration 63Q: 3 clusters Score -4678195 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -4678223.000000 Penalty: 5186.000977
	Iteration 64Q: 3 clusters Score -4678223 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -4678227.000000 Penalty: 5186.000977
	Iteration 65Q: 3 clusters Score -4678227 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4678227.000000 Penalty: 5186.000977
	Iteration 66Q: 3 clusters Score -4678227 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -4678234.000000 Penalty: 5186.000977
	Iteration 67Q: 3 clusters Score -4678234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -4678244.500000 Penalty: 5186.000977
	Iteration 68Q: 3 clusters Score -4678244 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -4678250.000000 Penalty: 5186.000977
	Iteration 69Q: 3 clusters Score -4678250 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4678262.500000 Penalty: 5186.000977
	Iteration 70Q: 3 clusters Score -4678262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -4678277.000000 Penalty: 5186.000977
	Iteration 71Q: 3 clusters Score -4678277 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4678311.000000 Penalty: 5186.000977
	Iteration 72Q: 3 clusters Score -4678311 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -4678318.000000 Penalty: 5186.000977
	Iteration 73Q: 3 clusters Score -4678318 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4678349.000000 Penalty: 5186.000977
	Iteration 74Q: 3 clusters Score -4678349 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4678383.000000 Penalty: 5186.000977
	Iteration 75Q: 3 clusters Score -4678383 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4678407.000000 Penalty: 5186.000977
	Iteration 76Q: 3 clusters Score -4678407 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -4678445.500000 Penalty: 5186.000977
	Iteration 77Q: 3 clusters Score -4678446 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4678487.500000 Penalty: 5186.000977
	Iteration 78Q: 3 clusters Score -4678488 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4678518.500000 Penalty: 5186.000977
	Iteration 79Q: 3 clusters Score -4678518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -4678589.000000 Penalty: 5186.000977
	Iteration 80F: 3 clusters Score -4678589 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -4678634.500000 Penalty: 5186.000977
	Iteration 81Q: 3 clusters Score -4678634 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -4678706.500000 Penalty: 5186.000977
	Iteration 82Q: 3 clusters Score -4678706 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -4678774.500000 Penalty: 5186.000977
	Iteration 83Q: 3 clusters Score -4678774 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -4678816.000000 Penalty: 5186.000977
	Iteration 84Q: 3 clusters Score -4678816 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4678878.500000 Penalty: 5186.000977
	Iteration 85Q: 3 clusters Score -4678878 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4678935.000000 Penalty: 5186.000977
	Iteration 86Q: 3 clusters Score -4678935 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -4679015.000000 Penalty: 5186.000977
	Iteration 87Q: 3 clusters Score -4679015 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4679099.000000 Penalty: 5186.000977
	Iteration 88Q: 3 clusters Score -4679099 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4679179.500000 Penalty: 5186.000977
	Iteration 89Q: 3 clusters Score -4679180 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -4679261.000000 Penalty: 5186.000977
	Iteration 90Q: 3 clusters Score -4679261 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4679339.000000 Penalty: 5186.000977
	Iteration 91Q: 3 clusters Score -4679339 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4679415.500000 Penalty: 5186.000977
	Iteration 92Q: 3 clusters Score -4679416 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4679524.500000 Penalty: 5186.000977
	Iteration 93Q: 3 clusters Score -4679524 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -4679646.000000 Penalty: 5186.000977
	Iteration 94Q: 3 clusters Score -4679646 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -4679758.000000 Penalty: 5186.000977
	Iteration 95Q: 3 clusters Score -4679758 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4679887.500000 Penalty: 5186.000977
	Iteration 96Q: 3 clusters Score -4679888 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4680016.500000 Penalty: 5186.000977
	Iteration 97Q: 3 clusters Score -4680016 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4680147.000000 Penalty: 5186.000977
	Iteration 98Q: 3 clusters Score -4680147 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4680284.500000 Penalty: 5186.000977
	Iteration 99Q: 3 clusters Score -4680284 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -4680406.000000 Penalty: 5186.000977
	Iteration 100F: 3 clusters Score -4680406 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4680509.000000 Penalty: 5186.000977
	Iteration 101Q: 3 clusters Score -4680509 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4680636.000000 Penalty: 5186.000977
	Iteration 102Q: 3 clusters Score -4680636 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4680747.500000 Penalty: 5186.000977
	Iteration 103Q: 3 clusters Score -4680748 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4680877.500000 Penalty: 5186.000977
	Iteration 104Q: 3 clusters Score -4680878 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4680959.500000 Penalty: 5186.000977
	Iteration 105Q: 3 clusters Score -4680960 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4681056.500000 Penalty: 5186.000977
	Iteration 106Q: 3 clusters Score -4681056 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4681145.500000 Penalty: 5186.000977
	Iteration 107Q: 3 clusters Score -4681146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4681201.500000 Penalty: 5186.000977
	Iteration 108Q: 3 clusters Score -4681202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4681253.500000 Penalty: 5186.000977
	Iteration 109Q: 3 clusters Score -4681254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -4681298.000000 Penalty: 5186.000977
	Iteration 110Q: 3 clusters Score -4681298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4681327.000000 Penalty: 5186.000977
	Iteration 111Q: 3 clusters Score -4681327 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -4681353.500000 Penalty: 5186.000977
	Iteration 112Q: 3 clusters Score -4681354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4681384.500000 Penalty: 5186.000977
	Iteration 113Q: 3 clusters Score -4681384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4681409.000000 Penalty: 5186.000977
	Iteration 114Q: 3 clusters Score -4681409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4681430.500000 Penalty: 5186.000977
	Iteration 115Q: 3 clusters Score -4681430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4681458.500000 Penalty: 5186.000977
	Iteration 116Q: 3 clusters Score -4681458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4681480.500000 Penalty: 5186.000977
	Iteration 117Q: 3 clusters Score -4681480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4681498.500000 Penalty: 5186.000977
	Iteration 118Q: 3 clusters Score -4681498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4681515.000000 Penalty: 5186.000977
	Iteration 119Q: 3 clusters Score -4681515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4681515.500000 Penalty: 5186.000977
	Iteration 120F: 3 clusters Score -4681516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4681528.500000 Penalty: 5186.000977
	Iteration 121Q: 3 clusters Score -4681528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4681531.000000 Penalty: 5186.000977
	Iteration 122Q: 3 clusters Score -4681531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4681534.000000 Penalty: 5186.000977
	Iteration 123Q: 3 clusters Score -4681534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4681539.000000 Penalty: 5186.000977
	Iteration 124Q: 3 clusters Score -4681539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4681547.500000 Penalty: 5186.000977
	Iteration 125Q: 3 clusters Score -4681548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4681549.500000 Penalty: 5186.000977
	Iteration 126Q: 3 clusters Score -4681550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4681552.000000 Penalty: 5186.000977
	Iteration 127Q: 3 clusters Score -4681552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4681556.000000 Penalty: 5186.000977
	Iteration 128Q: 3 clusters Score -4681556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4681562.500000 Penalty: 5186.000977
	Iteration 129Q: 3 clusters Score -4681562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4681562.000000 Penalty: 5186.000977
	Iteration 130Q: 3 clusters Score -4681562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4681562.500000 Penalty: 5186.000977
	Iteration 131Q: 3 clusters Score -4681562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -4681559.000000 Penalty: 5186.000977
	Iteration 132Q: 3 clusters Score -4681559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -4681559.000000 Penalty: 5186.000977
	Iteration 133Q: 3 clusters Score -4681559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4681560.000000 Penalty: 5186.000977
	Iteration 134Q: 3 clusters Score -4681560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4681561.000000 Penalty: 5186.000977
	Iteration 135Q: 3 clusters Score -4681561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4681561.000000 Penalty: 5186.000977
	Iteration 136F: 3 clusters Score -4681561 nChanged 0
--- Evaluating fit on full set of 3083413 points ---
Entering Unmasked Estep 
Score: -396191168.000000 Penalty: 122281.625000
21->34 Clusters: Score -396191168.000000, best is -396172096.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1027804 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 49031 members 
Mstep: Class 3 contains 48704 members 
Mstep: Class 4 contains 49152 members 
Mstep: Class 5 contains 48574 members 
Mstep: Class 6 contains 48790 members 
Mstep: Class 7 contains 48841 members 
Mstep: Class 8 contains 48787 members 
Mstep: Class 9 contains 48930 members 
Mstep: Class 10 contains 49115 members 
Mstep: Class 11 contains 48992 members 
Mstep: Class 12 contains 48892 members 
Mstep: Class 13 contains 49121 members 
Mstep: Class 14 contains 48776 members 
Mstep: Class 15 contains 48910 members 
Mstep: Class 16 contains 48952 members 
Mstep: Class 17 contains 49244 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 49336 members 
Mstep: Class 20 contains 48955 members 
Mstep: Class 21 contains 49207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 219.896271 but Gain 3433.046875
Score: -127196272.000000 Penalty: 68660.953125
Iteration 0F: 21 clusters Score -1.271963e+08 nChanged 976657
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 8088 members 
Mstep: Class 3 contains 70655 members 
Mstep: Class 4 contains 15716 members 
Mstep: Class 5 contains 2113 members 
Mstep: Class 6 contains 82058 members 
Mstep: Class 7 contains 6785 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 106598 members 
Mstep: Class 10 contains 46242 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 36475 members 
Mstep: Class 14 contains 22463 members 
Mstep: Class 15 contains 349392 members 
Mstep: Class 16 contains 19032 members 
Mstep: Class 17 contains 5717 members 
Mstep: Class 18 contains 39871 members 
Mstep: Class 19 contains 116373 members 
Mstep: Class 20 contains 32443 members 
Mstep: Class 21 contains 20909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3264.958740 but Gain 3433.046875
Score: -131198168.000000 Penalty: 65227.906250
Iteration 1F: 20 clusters Score -1.311982e+08 nChanged 352853
Entering Unmasked Mstep 
Mstep: Class 0 contains 2411 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 86406 members 
Mstep: Class 4 contains 14491 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 69623 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 29041 members 
Mstep: Class 9 contains 116592 members 
Mstep: Class 10 contains 43804 members 
Mstep: Class 13 contains 29211 members 
Mstep: Class 14 contains 31238 members 
Mstep: Class 15 contains 364038 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 40394 members 
Mstep: Class 19 contains 121575 members 
Mstep: Class 20 contains 34483 members 
Mstep: Class 21 contains 11730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131712168.000000 Penalty: 65227.906250
Iteration 2F: 20 clusters Score -1.317122e+08 nChanged 235394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2081 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 106846 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 75618 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 39111 members 
Mstep: Class 9 contains 131767 members 
Mstep: Class 10 contains 47066 members 
Mstep: Class 13 contains 20965 members 
Mstep: Class 14 contains 46191 members 
Mstep: Class 15 contains 306676 members 
Mstep: Class 16 contains 5874 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 46130 members 
Mstep: Class 19 contains 124501 members 
Mstep: Class 20 contains 33720 members 
Mstep: Class 21 contains 8618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2421.947998 but Gain 3433.046875
Score: -132142240.000000 Penalty: 61794.859375
Iteration 3F: 19 clusters Score -1.321422e+08 nChanged 190856
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 123253 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 2631 members 
Mstep: Class 6 contains 100125 members 
Mstep: Class 7 contains 2979 members 
Mstep: Class 8 contains 43744 members 
Mstep: Class 9 contains 134362 members 
Mstep: Class 10 contains 46575 members 
Mstep: Class 13 contains 19030 members 
Mstep: Class 14 contains 62423 members 
Mstep: Class 15 contains 264152 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 49676 members 
Mstep: Class 19 contains 118174 members 
Mstep: Class 20 contains 28671 members 
Mstep: Class 21 contains 6878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132488344.000000 Penalty: 61794.859375
Iteration 4F: 19 clusters Score -1.324883e+08 nChanged 162110
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1280 members 
Mstep: Class 3 contains 138404 members 
Mstep: Class 4 contains 11463 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 128345 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 131175 members 
Mstep: Class 10 contains 42293 members 
Mstep: Class 13 contains 18413 members 
Mstep: Class 14 contains 79364 members 
Mstep: Class 15 contains 230501 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 49809 members 
Mstep: Class 19 contains 108046 members 
Mstep: Class 20 contains 22344 members 
Mstep: Class 21 contains 5601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132706408.000000 Penalty: 61794.859375
Iteration 5F: 19 clusters Score -1.327064e+08 nChanged 134365
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 148750 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 151937 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 48719 members 
Mstep: Class 9 contains 129234 members 
Mstep: Class 10 contains 38535 members 
Mstep: Class 13 contains 17761 members 
Mstep: Class 14 contains 93607 members 
Mstep: Class 15 contains 211703 members 
Mstep: Class 17 contains 1359 members 
Mstep: Class 18 contains 44897 members 
Mstep: Class 19 contains 97964 members 
Mstep: Class 20 contains 15820 members 
Mstep: Class 21 contains 4581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132844040.000000 Penalty: 61794.859375
Iteration 6F: 19 clusters Score -1.32844e+08 nChanged 108407
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 154386 members 
Mstep: Class 4 contains 8491 members 
Mstep: Class 5 contains 1476 members 
Mstep: Class 6 contains 170902 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 50335 members 
Mstep: Class 9 contains 132182 members 
Mstep: Class 10 contains 36213 members 
Mstep: Class 13 contains 16437 members 
Mstep: Class 14 contains 103016 members 
Mstep: Class 15 contains 200403 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 36521 members 
Mstep: Class 19 contains 88745 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 3887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132931432.000000 Penalty: 61794.859375
Iteration 7F: 19 clusters Score -1.329314e+08 nChanged 88706
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 158200 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 188563 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 51700 members 
Mstep: Class 9 contains 136386 members 
Mstep: Class 10 contains 34370 members 
Mstep: Class 13 contains 14859 members 
Mstep: Class 14 contains 107333 members 
Mstep: Class 15 contains 191828 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 27385 members 
Mstep: Class 19 contains 80737 members 
Mstep: Class 20 contains 7815 members 
Mstep: Class 21 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132994808.000000 Penalty: 61794.859375
Iteration 8F: 19 clusters Score -1.329948e+08 nChanged 73626
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 161281 members 
Mstep: Class 4 contains 10047 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 204847 members 
Mstep: Class 7 contains 8554 members 
Mstep: Class 8 contains 52355 members 
Mstep: Class 9 contains 140244 members 
Mstep: Class 10 contains 33295 members 
Mstep: Class 13 contains 13766 members 
Mstep: Class 14 contains 107263 members 
Mstep: Class 15 contains 183883 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 19787 members 
Mstep: Class 19 contains 74944 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 3378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133046592.000000 Penalty: 61794.859375
Iteration 9F: 19 clusters Score -1.330466e+08 nChanged 62834
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 164661 members 
Mstep: Class 4 contains 10978 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 217860 members 
Mstep: Class 7 contains 9760 members 
Mstep: Class 8 contains 52492 members 
Mstep: Class 9 contains 144043 members 
Mstep: Class 10 contains 33277 members 
Mstep: Class 13 contains 12943 members 
Mstep: Class 14 contains 103925 members 
Mstep: Class 15 contains 176188 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 14430 members 
Mstep: Class 19 contains 71199 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 3392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133085416.000000 Penalty: 61794.859375
Iteration 10F: 19 clusters Score -1.330854e+08 nChanged 53286
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 168805 members 
Mstep: Class 4 contains 11699 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 226289 members 
Mstep: Class 7 contains 10966 members 
Mstep: Class 8 contains 52081 members 
Mstep: Class 9 contains 148100 members 
Mstep: Class 10 contains 34004 members 
Mstep: Class 13 contains 12361 members 
Mstep: Class 14 contains 99169 members 
Mstep: Class 15 contains 169508 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 11158 members 
Mstep: Class 19 contains 68528 members 
Mstep: Class 20 contains 3997 members 
Mstep: Class 21 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133108536.000000 Penalty: 61794.859375
Iteration 11F: 19 clusters Score -1.331085e+08 nChanged 44508
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 172658 members 
Mstep: Class 4 contains 12180 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 230993 members 
Mstep: Class 7 contains 12158 members 
Mstep: Class 8 contains 51423 members 
Mstep: Class 9 contains 152222 members 
Mstep: Class 10 contains 35085 members 
Mstep: Class 13 contains 11825 members 
Mstep: Class 14 contains 94799 members 
Mstep: Class 15 contains 164180 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 9533 members 
Mstep: Class 19 contains 66126 members 
Mstep: Class 20 contains 3542 members 
Mstep: Class 21 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133121544.000000 Penalty: 61794.859375
Iteration 12Q: 19 clusters Score -1.331215e+08 nChanged 35515
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 176063 members 
Mstep: Class 4 contains 12411 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 232759 members 
Mstep: Class 7 contains 13318 members 
Mstep: Class 8 contains 50644 members 
Mstep: Class 9 contains 156174 members 
Mstep: Class 10 contains 36252 members 
Mstep: Class 13 contains 11388 members 
Mstep: Class 14 contains 91377 members 
Mstep: Class 15 contains 160412 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 8906 members 
Mstep: Class 19 contains 63801 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133128864.000000 Penalty: 61794.859375
Iteration 13Q: 19 clusters Score -1.331289e+08 nChanged 28906
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 179147 members 
Mstep: Class 4 contains 12480 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 232376 members 
Mstep: Class 7 contains 14483 members 
Mstep: Class 8 contains 49926 members 
Mstep: Class 9 contains 160377 members 
Mstep: Class 10 contains 37302 members 
Mstep: Class 13 contains 11032 members 
Mstep: Class 14 contains 88418 members 
Mstep: Class 15 contains 157576 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 8940 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 21 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133133808.000000 Penalty: 61794.859375
Iteration 14Q: 19 clusters Score -1.331338e+08 nChanged 24198
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 181872 members 
Mstep: Class 4 contains 12549 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 230678 members 
Mstep: Class 7 contains 15506 members 
Mstep: Class 8 contains 49332 members 
Mstep: Class 9 contains 164978 members 
Mstep: Class 10 contains 38183 members 
Mstep: Class 13 contains 10696 members 
Mstep: Class 14 contains 85806 members 
Mstep: Class 15 contains 155531 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 59293 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133137344.000000 Penalty: 61794.859375
Iteration 15Q: 19 clusters Score -1.331373e+08 nChanged 21109
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 3 contains 184069 members 
Mstep: Class 4 contains 12542 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 228079 members 
Mstep: Class 7 contains 16393 members 
Mstep: Class 8 contains 48722 members 
Mstep: Class 9 contains 169865 members 
Mstep: Class 10 contains 38995 members 
Mstep: Class 13 contains 10434 members 
Mstep: Class 14 contains 83561 members 
Mstep: Class 15 contains 154066 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 9853 members 
Mstep: Class 19 contains 57160 members 
Mstep: Class 20 contains 2806 members 
Mstep: Class 21 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133141280.000000 Penalty: 61794.859375
Iteration 16Q: 19 clusters Score -1.331413e+08 nChanged 18485
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2270 members 
Mstep: Class 3 contains 185809 members 
Mstep: Class 4 contains 12525 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 225309 members 
Mstep: Class 7 contains 17186 members 
Mstep: Class 8 contains 48199 members 
Mstep: Class 9 contains 174751 members 
Mstep: Class 10 contains 39598 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 81647 members 
Mstep: Class 15 contains 152817 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 10526 members 
Mstep: Class 19 contains 55108 members 
Mstep: Class 20 contains 2739 members 
Mstep: Class 21 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133143632.000000 Penalty: 61794.859375
Iteration 17Q: 19 clusters Score -1.331436e+08 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 187221 members 
Mstep: Class 4 contains 12485 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 222411 members 
Mstep: Class 7 contains 17887 members 
Mstep: Class 8 contains 47738 members 
Mstep: Class 9 contains 179588 members 
Mstep: Class 10 contains 40088 members 
Mstep: Class 13 contains 10018 members 
Mstep: Class 14 contains 79943 members 
Mstep: Class 15 contains 151781 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 53145 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 3808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133146728.000000 Penalty: 61794.859375
Iteration 18Q: 19 clusters Score -1.331467e+08 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 188280 members 
Mstep: Class 4 contains 12424 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 219593 members 
Mstep: Class 7 contains 18504 members 
Mstep: Class 8 contains 47372 members 
Mstep: Class 9 contains 184339 members 
Mstep: Class 10 contains 40472 members 
Mstep: Class 13 contains 9832 members 
Mstep: Class 14 contains 78500 members 
Mstep: Class 15 contains 150818 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 12276 members 
Mstep: Class 19 contains 51193 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 3853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133149024.000000 Penalty: 61794.859375
Iteration 19Q: 19 clusters Score -1.33149e+08 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 189152 members 
Mstep: Class 4 contains 12315 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 217051 members 
Mstep: Class 7 contains 19034 members 
Mstep: Class 8 contains 47024 members 
Mstep: Class 9 contains 188896 members 
Mstep: Class 10 contains 40787 members 
Mstep: Class 13 contains 9635 members 
Mstep: Class 14 contains 77202 members 
Mstep: Class 15 contains 149915 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 13242 members 
Mstep: Class 19 contains 49295 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 3897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133152712.000000 Penalty: 61794.859375
Iteration 20F: 19 clusters Score -1.331527e+08 nChanged 14239
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 189776 members 
Mstep: Class 4 contains 12189 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 214898 members 
Mstep: Class 7 contains 19487 members 
Mstep: Class 8 contains 46700 members 
Mstep: Class 9 contains 192788 members 
Mstep: Class 10 contains 41035 members 
Mstep: Class 13 contains 9258 members 
Mstep: Class 14 contains 76061 members 
Mstep: Class 15 contains 149128 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 14472 members 
Mstep: Class 19 contains 47559 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 3981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133154648.000000 Penalty: 61794.859375
Iteration 21Q: 19 clusters Score -1.331546e+08 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 190299 members 
Mstep: Class 4 contains 12037 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 213249 members 
Mstep: Class 7 contains 19871 members 
Mstep: Class 8 contains 46412 members 
Mstep: Class 9 contains 195931 members 
Mstep: Class 10 contains 41248 members 
Mstep: Class 13 contains 8933 members 
Mstep: Class 14 contains 74960 members 
Mstep: Class 15 contains 148374 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 15808 members 
Mstep: Class 19 contains 46057 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 4095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133156088.000000 Penalty: 61794.859375
Iteration 22Q: 19 clusters Score -1.331561e+08 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 190663 members 
Mstep: Class 4 contains 11873 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 211841 members 
Mstep: Class 7 contains 20252 members 
Mstep: Class 8 contains 46154 members 
Mstep: Class 9 contains 198445 members 
Mstep: Class 10 contains 41421 members 
Mstep: Class 13 contains 8603 members 
Mstep: Class 14 contains 74137 members 
Mstep: Class 15 contains 147786 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 17239 members 
Mstep: Class 19 contains 44683 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133157160.000000 Penalty: 61794.859375
Iteration 23Q: 19 clusters Score -1.331572e+08 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 190976 members 
Mstep: Class 4 contains 11739 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 210831 members 
Mstep: Class 7 contains 20592 members 
Mstep: Class 8 contains 45900 members 
Mstep: Class 9 contains 200120 members 
Mstep: Class 10 contains 41620 members 
Mstep: Class 13 contains 8303 members 
Mstep: Class 14 contains 73388 members 
Mstep: Class 15 contains 147477 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 18702 members 
Mstep: Class 19 contains 43426 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133157272.000000 Penalty: 61794.859375
Iteration 24Q: 19 clusters Score -1.331573e+08 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2216 members 
Mstep: Class 3 contains 191287 members 
Mstep: Class 4 contains 11600 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 210297 members 
Mstep: Class 7 contains 20880 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 201130 members 
Mstep: Class 10 contains 41810 members 
Mstep: Class 13 contains 8016 members 
Mstep: Class 14 contains 72682 members 
Mstep: Class 15 contains 147281 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 20122 members 
Mstep: Class 19 contains 42289 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 4267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133158696.000000 Penalty: 61794.859375
Iteration 25Q: 19 clusters Score -1.331587e+08 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 191591 members 
Mstep: Class 4 contains 11465 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 210280 members 
Mstep: Class 7 contains 21115 members 
Mstep: Class 8 contains 45431 members 
Mstep: Class 9 contains 201368 members 
Mstep: Class 10 contains 42023 members 
Mstep: Class 13 contains 7741 members 
Mstep: Class 14 contains 72069 members 
Mstep: Class 15 contains 147234 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 21486 members 
Mstep: Class 19 contains 41233 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133159248.000000 Penalty: 61794.859375
Iteration 26Q: 19 clusters Score -1.331592e+08 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 191892 members 
Mstep: Class 4 contains 11357 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 210567 members 
Mstep: Class 7 contains 21335 members 
Mstep: Class 8 contains 45167 members 
Mstep: Class 9 contains 201076 members 
Mstep: Class 10 contains 42204 members 
Mstep: Class 13 contains 7468 members 
Mstep: Class 14 contains 71644 members 
Mstep: Class 15 contains 147280 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 22757 members 
Mstep: Class 19 contains 40269 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133159952.000000 Penalty: 61794.859375
Iteration 27Q: 19 clusters Score -1.3316e+08 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 192119 members 
Mstep: Class 4 contains 11246 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 211163 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 44926 members 
Mstep: Class 9 contains 200309 members 
Mstep: Class 10 contains 42354 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 71441 members 
Mstep: Class 15 contains 147412 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 23961 members 
Mstep: Class 19 contains 39324 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 4349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133160880.000000 Penalty: 61794.859375
Iteration 28Q: 19 clusters Score -1.331609e+08 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2205 members 
Mstep: Class 3 contains 192321 members 
Mstep: Class 4 contains 11152 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 212016 members 
Mstep: Class 7 contains 21759 members 
Mstep: Class 8 contains 44683 members 
Mstep: Class 9 contains 199321 members 
Mstep: Class 10 contains 42515 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 71394 members 
Mstep: Class 15 contains 147547 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 25011 members 
Mstep: Class 19 contains 38327 members 
Mstep: Class 20 contains 2446 members 
Mstep: Class 21 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133161488.000000 Penalty: 61794.859375
Iteration 29Q: 19 clusters Score -1.331615e+08 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 192472 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 212903 members 
Mstep: Class 7 contains 21974 members 
Mstep: Class 8 contains 44434 members 
Mstep: Class 9 contains 198173 members 
Mstep: Class 10 contains 42713 members 
Mstep: Class 13 contains 6752 members 
Mstep: Class 14 contains 71492 members 
Mstep: Class 15 contains 147756 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 25938 members 
Mstep: Class 19 contains 37322 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133162392.000000 Penalty: 61794.859375
Iteration 30Q: 19 clusters Score -1.331624e+08 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 192612 members 
Mstep: Class 4 contains 10992 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 213914 members 
Mstep: Class 7 contains 22156 members 
Mstep: Class 8 contains 44239 members 
Mstep: Class 9 contains 196880 members 
Mstep: Class 10 contains 42885 members 
Mstep: Class 13 contains 6555 members 
Mstep: Class 14 contains 71780 members 
Mstep: Class 15 contains 148024 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 26724 members 
Mstep: Class 19 contains 36268 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3423.023926 but Gain 3433.046875
Score: -133163312.000000 Penalty: 58361.812500
Iteration 31Q: 18 clusters Score -1.331633e+08 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 193031 members 
Mstep: Class 4 contains 10937 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 215030 members 
Mstep: Class 7 contains 22311 members 
Mstep: Class 8 contains 44368 members 
Mstep: Class 9 contains 195905 members 
Mstep: Class 10 contains 43025 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 72836 members 
Mstep: Class 15 contains 148951 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 27364 members 
Mstep: Class 19 contains 35274 members 
Mstep: Class 21 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133166472.000000 Penalty: 58361.812500
Iteration 32Q: 18 clusters Score -1.331665e+08 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 193041 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 216008 members 
Mstep: Class 7 contains 22461 members 
Mstep: Class 8 contains 44101 members 
Mstep: Class 9 contains 194607 members 
Mstep: Class 10 contains 43155 members 
Mstep: Class 13 contains 6313 members 
Mstep: Class 14 contains 73453 members 
Mstep: Class 15 contains 149205 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 28039 members 
Mstep: Class 19 contains 34143 members 
Mstep: Class 21 contains 4388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133166920.000000 Penalty: 58361.812500
Iteration 33Q: 18 clusters Score -1.331669e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 193051 members 
Mstep: Class 4 contains 10827 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 216898 members 
Mstep: Class 7 contains 22609 members 
Mstep: Class 8 contains 43867 members 
Mstep: Class 9 contains 193458 members 
Mstep: Class 10 contains 43270 members 
Mstep: Class 13 contains 6223 members 
Mstep: Class 14 contains 74249 members 
Mstep: Class 15 contains 149379 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 28553 members 
Mstep: Class 19 contains 32972 members 
Mstep: Class 21 contains 4401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133167056.000000 Penalty: 58361.812500
Iteration 34Q: 18 clusters Score -1.331671e+08 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 193021 members 
Mstep: Class 4 contains 10783 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 217607 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 43623 members 
Mstep: Class 9 contains 192485 members 
Mstep: Class 10 contains 43410 members 
Mstep: Class 13 contains 6168 members 
Mstep: Class 14 contains 75103 members 
Mstep: Class 15 contains 149514 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 29013 members 
Mstep: Class 19 contains 31855 members 
Mstep: Class 21 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133167792.000000 Penalty: 58361.812500
Iteration 35Q: 18 clusters Score -1.331678e+08 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 192961 members 
Mstep: Class 4 contains 10756 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 218081 members 
Mstep: Class 7 contains 22879 members 
Mstep: Class 8 contains 43421 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 43540 members 
Mstep: Class 13 contains 6131 members 
Mstep: Class 14 contains 76019 members 
Mstep: Class 15 contains 149601 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 29364 members 
Mstep: Class 19 contains 30781 members 
Mstep: Class 21 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133167936.000000 Penalty: 58361.812500
Iteration 36Q: 18 clusters Score -1.331679e+08 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 192874 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 218417 members 
Mstep: Class 7 contains 22997 members 
Mstep: Class 8 contains 43251 members 
Mstep: Class 9 contains 191225 members 
Mstep: Class 10 contains 43610 members 
Mstep: Class 13 contains 6081 members 
Mstep: Class 14 contains 76977 members 
Mstep: Class 15 contains 149609 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 29656 members 
Mstep: Class 19 contains 29828 members 
Mstep: Class 21 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133168672.000000 Penalty: 58361.812500
Iteration 37Q: 18 clusters Score -1.331687e+08 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 192788 members 
Mstep: Class 4 contains 10731 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 218450 members 
Mstep: Class 7 contains 23092 members 
Mstep: Class 8 contains 43107 members 
Mstep: Class 9 contains 190843 members 
Mstep: Class 10 contains 43681 members 
Mstep: Class 13 contains 6029 members 
Mstep: Class 14 contains 77915 members 
Mstep: Class 15 contains 149660 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 29911 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 21 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133169496.000000 Penalty: 58361.812500
Iteration 38Q: 18 clusters Score -1.331695e+08 nChanged 4438
Entering ConstructFrom: 
Score: -133169496.000000 Penalty: 58361.812500
Entering ConstructFrom: 
Trying to split cluster 1 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -373248.437500 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -373248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -369981.000000 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -369981 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -370676.406250 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -370676.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -370855.406250 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -370855.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -370972.250000 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -370972.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -371035.718750 Penalty: 3979.031250
	Iteration 4Q: 3 clusters Score -371035.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -371100.343750 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -371100.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -371169.500000 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -371169.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -371218.312500 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -371218.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -371258.500000 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -371258.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -371322.000000 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -371322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -371417.531250 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -371417.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -371486.593750 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -371486.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -371540.968750 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -371541 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -371582.437500 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -371582.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -371618.781250 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -371618.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -371658.187500 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -371658.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -371699.062500 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -371699.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -371741.281250 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -371741.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -371774.781250 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -371774.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -371813.312500 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -371813.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -371849.906250 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -371849.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -371877.625000 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -371877.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -371902.500000 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -371902.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -371934.406250 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -371934.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -371963.562500 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -371963.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -371988.968750 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -371989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -372005.531250 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -372005.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -372019.406250 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -372019.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -372030.968750 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -372031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -372034.218750 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -372034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -372035.312500 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -372035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -372037.937500 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -372037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -372040.156250 Penalty: 3979.031250
	Iteration 32Q: 3 clusters Score -372040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -372040.656250 Penalty: 3979.031250
	Iteration 33Q: 3 clusters Score -372040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -372040.656250 Penalty: 3979.031250
	Iteration 34F: 3 clusters Score -372040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -278549.125000 Penalty: 1907.417725
	Iteration 0F: 2 clusters Score -278549.1 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 1107 members 
Entering Unmasked Estep 
Score: -275882.500000 Penalty: 3814.835449
	Iteration 0F: 3 clusters Score -275882.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276570.031250 Penalty: 3814.835449
	Iteration 1F: 3 clusters Score -276570 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -276936.125000 Penalty: 3814.835449
	Iteration 2F: 3 clusters Score -276936.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -277186.687500 Penalty: 3814.835449
	Iteration 3F: 3 clusters Score -277186.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -277391.000000 Penalty: 3814.835449
	Iteration 4F: 3 clusters Score -277391 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -277619.750000 Penalty: 3814.835449
	Iteration 5F: 3 clusters Score -277619.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -277875.031250 Penalty: 3814.835449
	Iteration 6F: 3 clusters Score -277875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -278133.218750 Penalty: 3814.835449
	Iteration 7F: 3 clusters Score -278133.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -278332.093750 Penalty: 3814.835449
	Iteration 8Q: 3 clusters Score -278332.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -278465.593750 Penalty: 3814.835449
	Iteration 9Q: 3 clusters Score -278465.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -278568.937500 Penalty: 3814.835449
	Iteration 10Q: 3 clusters Score -278568.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -278691.468750 Penalty: 3814.835449
	Iteration 11Q: 3 clusters Score -278691.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -278774.562500 Penalty: 3814.835449
	Iteration 12Q: 3 clusters Score -278774.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -278800.968750 Penalty: 3814.835449
	Iteration 13Q: 3 clusters Score -278801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -278811.375000 Penalty: 3814.835449
	Iteration 14Q: 3 clusters Score -278811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -278811.375000 Penalty: 3814.835449
	Iteration 15F: 3 clusters Score -278811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 218338 members 
Mstep: Class 7 contains 23169 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 190561 members 
Mstep: Class 10 contains 43744 members 
Mstep: Class 11 contains 904 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 149680 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 21 contains 4431 members 
Entering Unmasked Estep 
Score: -133168504.000000 Penalty: 61794.859375
Splitting cluster 2 changes total score from -133169496.000000 to -133168504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (192704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192704 members 
Entering Unmasked Estep 
Score: -25495492.000000 Penalty: 3017.889893
	Iteration 0F: 2 clusters Score -2.549549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -25387434.000000 Penalty: 6035.779785
	Iteration 0F: 3 clusters Score -2.538743e+07 nChanged 92873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -25441654.000000 Penalty: 6035.779785
	Iteration 1F: 3 clusters Score -2.544165e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 103370 members 
Entering Unmasked Estep 
Score: -25442720.000000 Penalty: 6035.779785
	Iteration 2Q: 3 clusters Score -2.544272e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 107322 members 
Entering Unmasked Estep 
Score: -25444468.000000 Penalty: 6035.779785
	Iteration 3Q: 3 clusters Score -2.544447e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 113150 members 
Entering Unmasked Estep 
Score: -25446744.000000 Penalty: 6035.779785
	Iteration 4Q: 3 clusters Score -2.544674e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 121361 members 
Entering Unmasked Estep 
Score: -25450484.000000 Penalty: 6035.779785
	Iteration 5F: 3 clusters Score -2.545048e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 131884 members 
Entering Unmasked Estep 
Score: -25456448.000000 Penalty: 6035.779785
	Iteration 6F: 3 clusters Score -2.545645e+07 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 143895 members 
Entering Unmasked Estep 
Score: -25463878.000000 Penalty: 6035.779785
	Iteration 7F: 3 clusters Score -2.546388e+07 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 155932 members 
Entering Unmasked Estep 
Score: -25473716.000000 Penalty: 6035.779785
	Iteration 8F: 3 clusters Score -2.547372e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 166644 members 
Entering Unmasked Estep 
Score: -25482558.000000 Penalty: 6035.779785
	Iteration 9F: 3 clusters Score -2.548256e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 174407 members 
Entering Unmasked Estep 
Score: -25488122.000000 Penalty: 6035.779785
	Iteration 10Q: 3 clusters Score -2.548812e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 179060 members 
Entering Unmasked Estep 
Score: -25491000.000000 Penalty: 6035.779785
	Iteration 11Q: 3 clusters Score -2.5491e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 181917 members 
Entering Unmasked Estep 
Score: -25492184.000000 Penalty: 6035.779785
	Iteration 12Q: 3 clusters Score -2.549218e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 183925 members 
Entering Unmasked Estep 
Score: -25492716.000000 Penalty: 6035.779785
	Iteration 13Q: 3 clusters Score -2.549272e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 185440 members 
Entering Unmasked Estep 
Score: -25493126.000000 Penalty: 6035.779785
	Iteration 14Q: 3 clusters Score -2.549313e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 186662 members 
Entering Unmasked Estep 
Score: -25493372.000000 Penalty: 6035.779785
	Iteration 15Q: 3 clusters Score -2.549337e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 187657 members 
Entering Unmasked Estep 
Score: -25493458.000000 Penalty: 6035.779785
	Iteration 16Q: 3 clusters Score -2.549346e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 188459 members 
Entering Unmasked Estep 
Score: -25493520.000000 Penalty: 6035.779785
	Iteration 17Q: 3 clusters Score -2.549352e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 189097 members 
Entering Unmasked Estep 
Score: -25493666.000000 Penalty: 6035.779785
	Iteration 18Q: 3 clusters Score -2.549367e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 189594 members 
Entering Unmasked Estep 
Score: -25493736.000000 Penalty: 6035.779785
	Iteration 19Q: 3 clusters Score -2.549374e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -25493780.000000 Penalty: 6035.779785
	Iteration 20F: 3 clusters Score -2.549378e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 190249 members 
Entering Unmasked Estep 
Score: -25493816.000000 Penalty: 6035.779785
	Iteration 21Q: 3 clusters Score -2.549382e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 190461 members 
Entering Unmasked Estep 
Score: -25493846.000000 Penalty: 6035.779785
	Iteration 22Q: 3 clusters Score -2.549385e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 190628 members 
Entering Unmasked Estep 
Score: -25493850.000000 Penalty: 6035.779785
	Iteration 23Q: 3 clusters Score -2.549385e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 190758 members 
Entering Unmasked Estep 
Score: -25493876.000000 Penalty: 6035.779785
	Iteration 24Q: 3 clusters Score -2.549388e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 190871 members 
Entering Unmasked Estep 
Score: -25493844.000000 Penalty: 6035.779785
	Iteration 25Q: 3 clusters Score -2.549384e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 190958 members 
Entering Unmasked Estep 
Score: -25493822.000000 Penalty: 6035.779785
	Iteration 26Q: 3 clusters Score -2.549382e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 191031 members 
Entering Unmasked Estep 
Score: -25493864.000000 Penalty: 6035.779785
	Iteration 27Q: 3 clusters Score -2.549386e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 191085 members 
Entering Unmasked Estep 
Score: -25493848.000000 Penalty: 6035.779785
	Iteration 28Q: 3 clusters Score -2.549385e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 191134 members 
Entering Unmasked Estep 
Score: -25493882.000000 Penalty: 6035.779785
	Iteration 29Q: 3 clusters Score -2.549388e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 191177 members 
Entering Unmasked Estep 
Score: -25493900.000000 Penalty: 6035.779785
	Iteration 30Q: 3 clusters Score -2.54939e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 191197 members 
Entering Unmasked Estep 
Score: -25493914.000000 Penalty: 6035.779785
	Iteration 31Q: 3 clusters Score -2.549391e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 191226 members 
Entering Unmasked Estep 
Score: -25493936.000000 Penalty: 6035.779785
	Iteration 32Q: 3 clusters Score -2.549394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 191247 members 
Entering Unmasked Estep 
Score: -25493930.000000 Penalty: 6035.779785
	Iteration 33Q: 3 clusters Score -2.549393e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 191277 members 
Entering Unmasked Estep 
Score: -25493942.000000 Penalty: 6035.779785
	Iteration 34Q: 3 clusters Score -2.549394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 191289 members 
Entering Unmasked Estep 
Score: -25493964.000000 Penalty: 6035.779785
	Iteration 35Q: 3 clusters Score -2.549396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 191299 members 
Entering Unmasked Estep 
Score: -25493938.000000 Penalty: 6035.779785
	Iteration 36Q: 3 clusters Score -2.549394e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 191308 members 
Entering Unmasked Estep 
Score: -25493956.000000 Penalty: 6035.779785
	Iteration 37Q: 3 clusters Score -2.549396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 191318 members 
Entering Unmasked Estep 
Score: -25493946.000000 Penalty: 6035.779785
	Iteration 38Q: 3 clusters Score -2.549395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 191327 members 
Entering Unmasked Estep 
Score: -25493972.000000 Penalty: 6035.779785
	Iteration 39Q: 3 clusters Score -2.549397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 191337 members 
Entering Unmasked Estep 
Score: -25493948.000000 Penalty: 6035.779785
	Iteration 40F: 3 clusters Score -2.549395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 191338 members 
Entering Unmasked Estep 
Score: -25493968.000000 Penalty: 6035.779785
	Iteration 41Q: 3 clusters Score -2.549397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 191341 members 
Entering Unmasked Estep 
Score: -25493998.000000 Penalty: 6035.779785
	Iteration 42Q: 3 clusters Score -2.5494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 191342 members 
Entering Unmasked Estep 
Score: -25494042.000000 Penalty: 6035.779785
	Iteration 43Q: 3 clusters Score -2.549404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 191345 members 
Entering Unmasked Estep 
Score: -25494044.000000 Penalty: 6035.779785
	Iteration 44Q: 3 clusters Score -2.549404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 191350 members 
Entering Unmasked Estep 
Score: -25494062.000000 Penalty: 6035.779785
	Iteration 45Q: 3 clusters Score -2.549406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 191350 members 
Entering Unmasked Estep 
Score: -25494084.000000 Penalty: 6035.779785
	Iteration 46Q: 3 clusters Score -2.549408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 191342 members 
Entering Unmasked Estep 
Score: -25494078.000000 Penalty: 6035.779785
	Iteration 47Q: 3 clusters Score -2.549408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 191338 members 
Entering Unmasked Estep 
Score: -25494104.000000 Penalty: 6035.779785
	Iteration 48Q: 3 clusters Score -2.54941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 191334 members 
Entering Unmasked Estep 
Score: -25494104.000000 Penalty: 6035.779785
	Iteration 49Q: 3 clusters Score -2.54941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 191331 members 
Entering Unmasked Estep 
Score: -25494102.000000 Penalty: 6035.779785
	Iteration 50Q: 3 clusters Score -2.54941e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 191331 members 
Entering Unmasked Estep 
Score: -25494130.000000 Penalty: 6035.779785
	Iteration 51Q: 3 clusters Score -2.549413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 191326 members 
Entering Unmasked Estep 
Score: -25494138.000000 Penalty: 6035.779785
	Iteration 52Q: 3 clusters Score -2.549414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 191321 members 
Entering Unmasked Estep 
Score: -25494158.000000 Penalty: 6035.779785
	Iteration 53Q: 3 clusters Score -2.549416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 191315 members 
Entering Unmasked Estep 
Score: -25494174.000000 Penalty: 6035.779785
	Iteration 54Q: 3 clusters Score -2.549417e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 191314 members 
Entering Unmasked Estep 
Score: -25494198.000000 Penalty: 6035.779785
	Iteration 55Q: 3 clusters Score -2.54942e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 191312 members 
Entering Unmasked Estep 
Score: -25494192.000000 Penalty: 6035.779785
	Iteration 56Q: 3 clusters Score -2.549419e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 191304 members 
Entering Unmasked Estep 
Score: -25494204.000000 Penalty: 6035.779785
	Iteration 57Q: 3 clusters Score -2.54942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 191298 members 
Entering Unmasked Estep 
Score: -25494232.000000 Penalty: 6035.779785
	Iteration 58Q: 3 clusters Score -2.549423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 191295 members 
Entering Unmasked Estep 
Score: -25494232.000000 Penalty: 6035.779785
	Iteration 59Q: 3 clusters Score -2.549423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 191303 members 
Entering Unmasked Estep 
Score: -25494238.000000 Penalty: 6035.779785
	Iteration 60F: 3 clusters Score -2.549424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 191307 members 
Entering Unmasked Estep 
Score: -25494234.000000 Penalty: 6035.779785
	Iteration 61Q: 3 clusters Score -2.549423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 191305 members 
Entering Unmasked Estep 
Score: -25494242.000000 Penalty: 6035.779785
	Iteration 62Q: 3 clusters Score -2.549424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 191301 members 
Entering Unmasked Estep 
Score: -25494262.000000 Penalty: 6035.779785
	Iteration 63Q: 3 clusters Score -2.549426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 191301 members 
Entering Unmasked Estep 
Score: -25494252.000000 Penalty: 6035.779785
	Iteration 64Q: 3 clusters Score -2.549425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 191301 members 
Entering Unmasked Estep 
Score: -25494266.000000 Penalty: 6035.779785
	Iteration 65Q: 3 clusters Score -2.549427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 191297 members 
Entering Unmasked Estep 
Score: -25494270.000000 Penalty: 6035.779785
	Iteration 66Q: 3 clusters Score -2.549427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 191289 members 
Entering Unmasked Estep 
Score: -25494294.000000 Penalty: 6035.779785
	Iteration 67Q: 3 clusters Score -2.549429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 191287 members 
Entering Unmasked Estep 
Score: -25494282.000000 Penalty: 6035.779785
	Iteration 68Q: 3 clusters Score -2.549428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 191285 members 
Entering Unmasked Estep 
Score: -25494270.000000 Penalty: 6035.779785
	Iteration 69Q: 3 clusters Score -2.549427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 191286 members 
Entering Unmasked Estep 
Score: -25494266.000000 Penalty: 6035.779785
	Iteration 70Q: 3 clusters Score -2.549427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 191287 members 
Entering Unmasked Estep 
Score: -25494288.000000 Penalty: 6035.779785
	Iteration 71Q: 3 clusters Score -2.549429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 191286 members 
Entering Unmasked Estep 
Score: -25494282.000000 Penalty: 6035.779785
	Iteration 72Q: 3 clusters Score -2.549428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 191282 members 
Entering Unmasked Estep 
Score: -25494306.000000 Penalty: 6035.779785
	Iteration 73Q: 3 clusters Score -2.549431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 191279 members 
Entering Unmasked Estep 
Score: -25494316.000000 Penalty: 6035.779785
	Iteration 74Q: 3 clusters Score -2.549432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 191273 members 
Entering Unmasked Estep 
Score: -25494318.000000 Penalty: 6035.779785
	Iteration 75Q: 3 clusters Score -2.549432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 191272 members 
Entering Unmasked Estep 
Score: -25494298.000000 Penalty: 6035.779785
	Iteration 76Q: 3 clusters Score -2.54943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 191270 members 
Entering Unmasked Estep 
Score: -25494318.000000 Penalty: 6035.779785
	Iteration 77Q: 3 clusters Score -2.549432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 191273 members 
Entering Unmasked Estep 
Score: -25494322.000000 Penalty: 6035.779785
	Iteration 78Q: 3 clusters Score -2.549432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 191272 members 
Entering Unmasked Estep 
Score: -25494332.000000 Penalty: 6035.779785
	Iteration 79Q: 3 clusters Score -2.549433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 191273 members 
Entering Unmasked Estep 
Score: -25494336.000000 Penalty: 6035.779785
	Iteration 80F: 3 clusters Score -2.549434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 191272 members 
Entering Unmasked Estep 
Score: -25494312.000000 Penalty: 6035.779785
	Iteration 81Q: 3 clusters Score -2.549431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 191273 members 
Entering Unmasked Estep 
Score: -25494304.000000 Penalty: 6035.779785
	Iteration 82Q: 3 clusters Score -2.54943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 191272 members 
Entering Unmasked Estep 
Score: -25494296.000000 Penalty: 6035.779785
	Iteration 83Q: 3 clusters Score -2.54943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 191270 members 
Entering Unmasked Estep 
Score: -25494308.000000 Penalty: 6035.779785
	Iteration 84Q: 3 clusters Score -2.549431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 191269 members 
Entering Unmasked Estep 
Score: -25494292.000000 Penalty: 6035.779785
	Iteration 85Q: 3 clusters Score -2.549429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 191268 members 
Entering Unmasked Estep 
Score: -25494310.000000 Penalty: 6035.779785
	Iteration 86Q: 3 clusters Score -2.549431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -25494304.000000 Penalty: 6035.779785
	Iteration 87Q: 3 clusters Score -2.54943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -25494302.000000 Penalty: 6035.779785
	Iteration 88Q: 3 clusters Score -2.54943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 191266 members 
Entering Unmasked Estep 
Score: -25494308.000000 Penalty: 6035.779785
	Iteration 89Q: 3 clusters Score -2.549431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 191266 members 
Entering Unmasked Estep 
Score: -25494302.000000 Penalty: 6035.779785
	Iteration 90Q: 3 clusters Score -2.54943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 191265 members 
Entering Unmasked Estep 
Score: -25494324.000000 Penalty: 6035.779785
	Iteration 91Q: 3 clusters Score -2.549432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 191265 members 
Entering Unmasked Estep 
Score: -25494328.000000 Penalty: 6035.779785
	Iteration 92Q: 3 clusters Score -2.549433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 191265 members 
Entering Unmasked Estep 
Score: -25494334.000000 Penalty: 6035.779785
	Iteration 93Q: 3 clusters Score -2.549433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 191265 members 
Entering Unmasked Estep 
Score: -25494332.000000 Penalty: 6035.779785
	Iteration 94Q: 3 clusters Score -2.549433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -25494316.000000 Penalty: 6035.779785
	Iteration 95Q: 3 clusters Score -2.549432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -25494306.000000 Penalty: 6035.779785
	Iteration 96Q: 3 clusters Score -2.549431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -25494332.000000 Penalty: 6035.779785
	Iteration 97Q: 3 clusters Score -2.549433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 191264 members 
Entering Unmasked Estep 
Score: -25494346.000000 Penalty: 6035.779785
	Iteration 98Q: 3 clusters Score -2.549435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 191259 members 
Entering Unmasked Estep 
Score: -25494370.000000 Penalty: 6035.779785
	Iteration 99Q: 3 clusters Score -2.549437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 191258 members 
Entering Unmasked Estep 
Score: -25494358.000000 Penalty: 6035.779785
	Iteration 100F: 3 clusters Score -2.549436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 191259 members 
Entering Unmasked Estep 
Score: -25494368.000000 Penalty: 6035.779785
	Iteration 101Q: 3 clusters Score -2.549437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 191259 members 
Entering Unmasked Estep 
Score: -25494350.000000 Penalty: 6035.779785
	Iteration 102Q: 3 clusters Score -2.549435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 191254 members 
Entering Unmasked Estep 
Score: -25494346.000000 Penalty: 6035.779785
	Iteration 103Q: 3 clusters Score -2.549435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 191249 members 
Entering Unmasked Estep 
Score: -25494342.000000 Penalty: 6035.779785
	Iteration 104Q: 3 clusters Score -2.549434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 191249 members 
Entering Unmasked Estep 
Score: -25494342.000000 Penalty: 6035.779785
	Iteration 105Q: 3 clusters Score -2.549434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 191246 members 
Entering Unmasked Estep 
Score: -25494342.000000 Penalty: 6035.779785
	Iteration 106Q: 3 clusters Score -2.549434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 191245 members 
Entering Unmasked Estep 
Score: -25494344.000000 Penalty: 6035.779785
	Iteration 107Q: 3 clusters Score -2.549434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 191243 members 
Entering Unmasked Estep 
Score: -25494360.000000 Penalty: 6035.779785
	Iteration 108Q: 3 clusters Score -2.549436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 191239 members 
Entering Unmasked Estep 
Score: -25494368.000000 Penalty: 6035.779785
	Iteration 109Q: 3 clusters Score -2.549437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 191236 members 
Entering Unmasked Estep 
Score: -25494374.000000 Penalty: 6035.779785
	Iteration 110Q: 3 clusters Score -2.549437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 191231 members 
Entering Unmasked Estep 
Score: -25494380.000000 Penalty: 6035.779785
	Iteration 111Q: 3 clusters Score -2.549438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 191226 members 
Entering Unmasked Estep 
Score: -25494376.000000 Penalty: 6035.779785
	Iteration 112Q: 3 clusters Score -2.549438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 191224 members 
Entering Unmasked Estep 
Score: -25494378.000000 Penalty: 6035.779785
	Iteration 113Q: 3 clusters Score -2.549438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 191220 members 
Entering Unmasked Estep 
Score: -25494398.000000 Penalty: 6035.779785
	Iteration 114Q: 3 clusters Score -2.54944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 191214 members 
Entering Unmasked Estep 
Score: -25494414.000000 Penalty: 6035.779785
	Iteration 115Q: 3 clusters Score -2.549441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 191210 members 
Entering Unmasked Estep 
Score: -25494406.000000 Penalty: 6035.779785
	Iteration 116Q: 3 clusters Score -2.549441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 191207 members 
Entering Unmasked Estep 
Score: -25494416.000000 Penalty: 6035.779785
	Iteration 117Q: 3 clusters Score -2.549442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 191207 members 
Entering Unmasked Estep 
Score: -25494432.000000 Penalty: 6035.779785
	Iteration 118Q: 3 clusters Score -2.549443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 191206 members 
Entering Unmasked Estep 
Score: -25494418.000000 Penalty: 6035.779785
	Iteration 119Q: 3 clusters Score -2.549442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 191205 members 
Entering Unmasked Estep 
Score: -25494400.000000 Penalty: 6035.779785
	Iteration 120F: 3 clusters Score -2.54944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 191203 members 
Entering Unmasked Estep 
Score: -25494436.000000 Penalty: 6035.779785
	Iteration 121Q: 3 clusters Score -2.549444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 191199 members 
Entering Unmasked Estep 
Score: -25494434.000000 Penalty: 6035.779785
	Iteration 122Q: 3 clusters Score -2.549443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 191194 members 
Entering Unmasked Estep 
Score: -25494442.000000 Penalty: 6035.779785
	Iteration 123Q: 3 clusters Score -2.549444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 191186 members 
Entering Unmasked Estep 
Score: -25494460.000000 Penalty: 6035.779785
	Iteration 124Q: 3 clusters Score -2.549446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 191182 members 
Entering Unmasked Estep 
Score: -25494456.000000 Penalty: 6035.779785
	Iteration 125Q: 3 clusters Score -2.549446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 191179 members 
Entering Unmasked Estep 
Score: -25494460.000000 Penalty: 6035.779785
	Iteration 126Q: 3 clusters Score -2.549446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 191177 members 
Entering Unmasked Estep 
Score: -25494466.000000 Penalty: 6035.779785
	Iteration 127Q: 3 clusters Score -2.549447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 191175 members 
Entering Unmasked Estep 
Score: -25494460.000000 Penalty: 6035.779785
	Iteration 128Q: 3 clusters Score -2.549446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 191174 members 
Entering Unmasked Estep 
Score: -25494472.000000 Penalty: 6035.779785
	Iteration 129Q: 3 clusters Score -2.549447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 191173 members 
Entering Unmasked Estep 
Score: -25494470.000000 Penalty: 6035.779785
	Iteration 130Q: 3 clusters Score -2.549447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 191173 members 
Entering Unmasked Estep 
Score: -25494470.000000 Penalty: 6035.779785
	Iteration 131F: 3 clusters Score -2.549447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Entering Unmasked Estep 
Score: -1382251.000000 Penalty: 2301.476318
	Iteration 0F: 2 clusters Score -1382251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1374132.375000 Penalty: 4602.952637
	Iteration 0F: 3 clusters Score -1374132 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1376451.875000 Penalty: 4602.952637
	Iteration 1F: 3 clusters Score -1376452 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1376763.750000 Penalty: 4602.952637
	Iteration 2F: 3 clusters Score -1376764 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1376962.875000 Penalty: 4602.952637
	Iteration 3Q: 3 clusters Score -1376963 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1377105.875000 Penalty: 4602.952637
	Iteration 4Q: 3 clusters Score -1377106 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1377216.500000 Penalty: 4602.952637
	Iteration 5Q: 3 clusters Score -1377216 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1377303.250000 Penalty: 4602.952637
	Iteration 6Q: 3 clusters Score -1377303 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1377387.500000 Penalty: 4602.952637
	Iteration 7Q: 3 clusters Score -1377388 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1377464.500000 Penalty: 4602.952637
	Iteration 8Q: 3 clusters Score -1377464 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1377527.125000 Penalty: 4602.952637
	Iteration 9Q: 3 clusters Score -1377527 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1377585.000000 Penalty: 4602.952637
	Iteration 10Q: 3 clusters Score -1377585 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1377648.875000 Penalty: 4602.952637
	Iteration 11Q: 3 clusters Score -1377649 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1377716.750000 Penalty: 4602.952637
	Iteration 12Q: 3 clusters Score -1377717 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1377780.500000 Penalty: 4602.952637
	Iteration 13Q: 3 clusters Score -1377780 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1377871.750000 Penalty: 4602.952637
	Iteration 14Q: 3 clusters Score -1377872 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1377964.750000 Penalty: 4602.952637
	Iteration 15Q: 3 clusters Score -1377965 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1378083.000000 Penalty: 4602.952637
	Iteration 16Q: 3 clusters Score -1378083 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1378229.125000 Penalty: 4602.952637
	Iteration 17Q: 3 clusters Score -1378229 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1378397.250000 Penalty: 4602.952637
	Iteration 18Q: 3 clusters Score -1378397 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1378644.250000 Penalty: 4602.952637
	Iteration 19Q: 3 clusters Score -1378644 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1378959.375000 Penalty: 4602.952637
	Iteration 20F: 3 clusters Score -1378959 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1379346.250000 Penalty: 4602.952637
	Iteration 21Q: 3 clusters Score -1379346 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1379770.000000 Penalty: 4602.952637
	Iteration 22Q: 3 clusters Score -1379770 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1380142.250000 Penalty: 4602.952637
	Iteration 23Q: 3 clusters Score -1380142 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1380392.375000 Penalty: 4602.952637
	Iteration 24Q: 3 clusters Score -1380392 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1380549.375000 Penalty: 4602.952637
	Iteration 25Q: 3 clusters Score -1380549 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1380629.125000 Penalty: 4602.952637
	Iteration 26Q: 3 clusters Score -1380629 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1380691.000000 Penalty: 4602.952637
	Iteration 27Q: 3 clusters Score -1380691 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1380739.375000 Penalty: 4602.952637
	Iteration 28Q: 3 clusters Score -1380739 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1380778.000000 Penalty: 4602.952637
	Iteration 29Q: 3 clusters Score -1380778 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1380807.125000 Penalty: 4602.952637
	Iteration 30Q: 3 clusters Score -1380807 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1380836.750000 Penalty: 4602.952637
	Iteration 31Q: 3 clusters Score -1380837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1380859.125000 Penalty: 4602.952637
	Iteration 32Q: 3 clusters Score -1380859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1380872.250000 Penalty: 4602.952637
	Iteration 33Q: 3 clusters Score -1380872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1380891.125000 Penalty: 4602.952637
	Iteration 34Q: 3 clusters Score -1380891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1380910.875000 Penalty: 4602.952637
	Iteration 35Q: 3 clusters Score -1380911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1380923.875000 Penalty: 4602.952637
	Iteration 36Q: 3 clusters Score -1380924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1380937.500000 Penalty: 4602.952637
	Iteration 37Q: 3 clusters Score -1380938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1380950.750000 Penalty: 4602.952637
	Iteration 38Q: 3 clusters Score -1380951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1380957.125000 Penalty: 4602.952637
	Iteration 39Q: 3 clusters Score -1380957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1380961.500000 Penalty: 4602.952637
	Iteration 40F: 3 clusters Score -1380962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1380968.625000 Penalty: 4602.952637
	Iteration 41Q: 3 clusters Score -1380969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1380970.125000 Penalty: 4602.952637
	Iteration 42Q: 3 clusters Score -1380970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1380974.500000 Penalty: 4602.952637
	Iteration 43Q: 3 clusters Score -1380974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1380973.250000 Penalty: 4602.952637
	Iteration 44Q: 3 clusters Score -1380973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1380975.750000 Penalty: 4602.952637
	Iteration 45Q: 3 clusters Score -1380976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1380977.875000 Penalty: 4602.952637
	Iteration 46Q: 3 clusters Score -1380978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1380977.625000 Penalty: 4602.952637
	Iteration 47Q: 3 clusters Score -1380978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1380978.875000 Penalty: 4602.952637
	Iteration 48Q: 3 clusters Score -1380979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1380979.500000 Penalty: 4602.952637
	Iteration 49Q: 3 clusters Score -1380980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1380976.125000 Penalty: 4602.952637
	Iteration 50Q: 3 clusters Score -1380976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1380977.250000 Penalty: 4602.952637
	Iteration 51Q: 3 clusters Score -1380977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1380977.875000 Penalty: 4602.952637
	Iteration 52Q: 3 clusters Score -1380978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1380975.125000 Penalty: 4602.952637
	Iteration 53Q: 3 clusters Score -1380975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1380975.125000 Penalty: 4602.952637
	Iteration 54F: 3 clusters Score -1380975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -148699.093750 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -148699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -146743.625000 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -146743.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -148143.218750 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -148143.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -149732.578125 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -149732.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -150732.812500 Penalty: 3607.109619
	Iteration 3F: 3 clusters Score -150732.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -151062.203125 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -151062.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -151113.000000 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -151113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -151117.796875 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -151117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -151117.796875 Penalty: 3607.109619
	Iteration 7F: 3 clusters Score -151117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 218338 members 
Mstep: Class 7 contains 23169 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 190561 members 
Mstep: Class 10 contains 43744 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 149680 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 21 contains 4431 members 
Entering Unmasked Estep 
Score: -133170392.000000 Penalty: 61794.859375
Splitting cluster 5 changes total score from -133169496.000000 to -133170392.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 6 (218338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218338 members 
Entering Unmasked Estep 
Score: -28922484.000000 Penalty: 3048.862305
	Iteration 0F: 2 clusters Score -2.892248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -28786770.000000 Penalty: 6097.724609
	Iteration 0F: 3 clusters Score -2.878677e+07 nChanged 105001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102946 members 
Mstep: Class 2 contains 115392 members 
Entering Unmasked Estep 
Score: -28848514.000000 Penalty: 6097.724609
	Iteration 1F: 3 clusters Score -2.884851e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -28850008.000000 Penalty: 6097.724609
	Iteration 2Q: 3 clusters Score -2.885001e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 125209 members 
Entering Unmasked Estep 
Score: -28852422.000000 Penalty: 6097.724609
	Iteration 3Q: 3 clusters Score -2.885242e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 134450 members 
Entering Unmasked Estep 
Score: -28856604.000000 Penalty: 6097.724609
	Iteration 4Q: 3 clusters Score -2.88566e+07 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -28865120.000000 Penalty: 6097.724609
	Iteration 5F: 3 clusters Score -2.886512e+07 nChanged 18399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 166291 members 
Entering Unmasked Estep 
Score: -28879356.000000 Penalty: 6097.724609
	Iteration 6F: 3 clusters Score -2.887936e+07 nChanged 20608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 186873 members 
Entering Unmasked Estep 
Score: -28897888.000000 Penalty: 6097.724609
	Iteration 7F: 3 clusters Score -2.889789e+07 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 203530 members 
Entering Unmasked Estep 
Score: -28911820.000000 Penalty: 6097.724609
	Iteration 8F: 3 clusters Score -2.891182e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 212515 members 
Entering Unmasked Estep 
Score: -28918384.000000 Penalty: 6097.724609
	Iteration 9Q: 3 clusters Score -2.891838e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 215861 members 
Entering Unmasked Estep 
Score: -28920826.000000 Penalty: 6097.724609
	Iteration 10Q: 3 clusters Score -2.892083e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 216898 members 
Entering Unmasked Estep 
Score: -28921582.000000 Penalty: 6097.724609
	Iteration 11Q: 3 clusters Score -2.892158e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 217193 members 
Entering Unmasked Estep 
Score: -28922148.000000 Penalty: 6097.724609
	Iteration 12Q: 3 clusters Score -2.892215e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 217194 members 
Entering Unmasked Estep 
Score: -28922694.000000 Penalty: 6097.724609
	Iteration 13Q: 3 clusters Score -2.892269e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 216998 members 
Entering Unmasked Estep 
Score: -28923304.000000 Penalty: 6097.724609
	Iteration 14Q: 3 clusters Score -2.89233e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 216615 members 
Entering Unmasked Estep 
Score: -28924144.000000 Penalty: 6097.724609
	Iteration 15Q: 3 clusters Score -2.892414e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 216066 members 
Entering Unmasked Estep 
Score: -28925084.000000 Penalty: 6097.724609
	Iteration 16Q: 3 clusters Score -2.892508e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 215377 members 
Entering Unmasked Estep 
Score: -28925970.000000 Penalty: 6097.724609
	Iteration 17Q: 3 clusters Score -2.892597e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 214684 members 
Entering Unmasked Estep 
Score: -28926692.000000 Penalty: 6097.724609
	Iteration 18Q: 3 clusters Score -2.892669e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 214058 members 
Entering Unmasked Estep 
Score: -28927336.000000 Penalty: 6097.724609
	Iteration 19Q: 3 clusters Score -2.892734e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 213505 members 
Entering Unmasked Estep 
Score: -28928124.000000 Penalty: 6097.724609
	Iteration 20F: 3 clusters Score -2.892812e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 212651 members 
Entering Unmasked Estep 
Score: -28928934.000000 Penalty: 6097.724609
	Iteration 21Q: 3 clusters Score -2.892893e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 211886 members 
Entering Unmasked Estep 
Score: -28929498.000000 Penalty: 6097.724609
	Iteration 22Q: 3 clusters Score -2.89295e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 211185 members 
Entering Unmasked Estep 
Score: -28929920.000000 Penalty: 6097.724609
	Iteration 23Q: 3 clusters Score -2.892992e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 210594 members 
Entering Unmasked Estep 
Score: -28930256.000000 Penalty: 6097.724609
	Iteration 24Q: 3 clusters Score -2.893026e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 210070 members 
Entering Unmasked Estep 
Score: -28930540.000000 Penalty: 6097.724609
	Iteration 25Q: 3 clusters Score -2.893054e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 209614 members 
Entering Unmasked Estep 
Score: -28930770.000000 Penalty: 6097.724609
	Iteration 26Q: 3 clusters Score -2.893077e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 209226 members 
Entering Unmasked Estep 
Score: -28931004.000000 Penalty: 6097.724609
	Iteration 27Q: 3 clusters Score -2.8931e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 208909 members 
Entering Unmasked Estep 
Score: -28931198.000000 Penalty: 6097.724609
	Iteration 28Q: 3 clusters Score -2.89312e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 208650 members 
Entering Unmasked Estep 
Score: -28931314.000000 Penalty: 6097.724609
	Iteration 29Q: 3 clusters Score -2.893131e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 208441 members 
Entering Unmasked Estep 
Score: -28931408.000000 Penalty: 6097.724609
	Iteration 30Q: 3 clusters Score -2.893141e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 208287 members 
Entering Unmasked Estep 
Score: -28931504.000000 Penalty: 6097.724609
	Iteration 31Q: 3 clusters Score -2.89315e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 208145 members 
Entering Unmasked Estep 
Score: -28931632.000000 Penalty: 6097.724609
	Iteration 32Q: 3 clusters Score -2.893163e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 208018 members 
Entering Unmasked Estep 
Score: -28931692.000000 Penalty: 6097.724609
	Iteration 33Q: 3 clusters Score -2.893169e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 207912 members 
Entering Unmasked Estep 
Score: -28931680.000000 Penalty: 6097.724609
	Iteration 34Q: 3 clusters Score -2.893168e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 207822 members 
Entering Unmasked Estep 
Score: -28931674.000000 Penalty: 6097.724609
	Iteration 35Q: 3 clusters Score -2.893167e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 207742 members 
Entering Unmasked Estep 
Score: -28931744.000000 Penalty: 6097.724609
	Iteration 36Q: 3 clusters Score -2.893174e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 207668 members 
Entering Unmasked Estep 
Score: -28931776.000000 Penalty: 6097.724609
	Iteration 37Q: 3 clusters Score -2.893178e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 207611 members 
Entering Unmasked Estep 
Score: -28931768.000000 Penalty: 6097.724609
	Iteration 38Q: 3 clusters Score -2.893177e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 207564 members 
Entering Unmasked Estep 
Score: -28931780.000000 Penalty: 6097.724609
	Iteration 39Q: 3 clusters Score -2.893178e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 207520 members 
Entering Unmasked Estep 
Score: -28931812.000000 Penalty: 6097.724609
	Iteration 40F: 3 clusters Score -2.893181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 207482 members 
Entering Unmasked Estep 
Score: -28931800.000000 Penalty: 6097.724609
	Iteration 41Q: 3 clusters Score -2.89318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 207455 members 
Entering Unmasked Estep 
Score: -28931782.000000 Penalty: 6097.724609
	Iteration 42Q: 3 clusters Score -2.893178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 207424 members 
Entering Unmasked Estep 
Score: -28931784.000000 Penalty: 6097.724609
	Iteration 43Q: 3 clusters Score -2.893178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 207400 members 
Entering Unmasked Estep 
Score: -28931754.000000 Penalty: 6097.724609
	Iteration 44Q: 3 clusters Score -2.893175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 207379 members 
Entering Unmasked Estep 
Score: -28931760.000000 Penalty: 6097.724609
	Iteration 45Q: 3 clusters Score -2.893176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 207359 members 
Entering Unmasked Estep 
Score: -28931780.000000 Penalty: 6097.724609
	Iteration 46Q: 3 clusters Score -2.893178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 207345 members 
Entering Unmasked Estep 
Score: -28931804.000000 Penalty: 6097.724609
	Iteration 47Q: 3 clusters Score -2.89318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 207325 members 
Entering Unmasked Estep 
Score: -28931772.000000 Penalty: 6097.724609
	Iteration 48Q: 3 clusters Score -2.893177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 207320 members 
Entering Unmasked Estep 
Score: -28931798.000000 Penalty: 6097.724609
	Iteration 49Q: 3 clusters Score -2.89318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 207317 members 
Entering Unmasked Estep 
Score: -28931792.000000 Penalty: 6097.724609
	Iteration 50Q: 3 clusters Score -2.893179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 207311 members 
Entering Unmasked Estep 
Score: -28931778.000000 Penalty: 6097.724609
	Iteration 51Q: 3 clusters Score -2.893178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 207307 members 
Entering Unmasked Estep 
Score: -28931796.000000 Penalty: 6097.724609
	Iteration 52Q: 3 clusters Score -2.89318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 207303 members 
Entering Unmasked Estep 
Score: -28931794.000000 Penalty: 6097.724609
	Iteration 53Q: 3 clusters Score -2.893179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 207300 members 
Entering Unmasked Estep 
Score: -28931796.000000 Penalty: 6097.724609
	Iteration 54Q: 3 clusters Score -2.89318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 207296 members 
Entering Unmasked Estep 
Score: -28931794.000000 Penalty: 6097.724609
	Iteration 55Q: 3 clusters Score -2.893179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 207294 members 
Entering Unmasked Estep 
Score: -28931796.000000 Penalty: 6097.724609
	Iteration 56Q: 3 clusters Score -2.89318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 207292 members 
Entering Unmasked Estep 
Score: -28931778.000000 Penalty: 6097.724609
	Iteration 57Q: 3 clusters Score -2.893178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 207290 members 
Entering Unmasked Estep 
Score: -28931782.000000 Penalty: 6097.724609
	Iteration 58Q: 3 clusters Score -2.893178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 207288 members 
Entering Unmasked Estep 
Score: -28931788.000000 Penalty: 6097.724609
	Iteration 59Q: 3 clusters Score -2.893179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 207286 members 
Entering Unmasked Estep 
Score: -28931780.000000 Penalty: 6097.724609
	Iteration 60F: 3 clusters Score -2.893178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 207281 members 
Entering Unmasked Estep 
Score: -28931812.000000 Penalty: 6097.724609
	Iteration 61Q: 3 clusters Score -2.893181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 207278 members 
Entering Unmasked Estep 
Score: -28931814.000000 Penalty: 6097.724609
	Iteration 62Q: 3 clusters Score -2.893181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 207275 members 
Entering Unmasked Estep 
Score: -28931818.000000 Penalty: 6097.724609
	Iteration 63Q: 3 clusters Score -2.893182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 207273 members 
Entering Unmasked Estep 
Score: -28931806.000000 Penalty: 6097.724609
	Iteration 64Q: 3 clusters Score -2.893181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 207268 members 
Entering Unmasked Estep 
Score: -28931802.000000 Penalty: 6097.724609
	Iteration 65Q: 3 clusters Score -2.89318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 207265 members 
Entering Unmasked Estep 
Score: -28931804.000000 Penalty: 6097.724609
	Iteration 66Q: 3 clusters Score -2.89318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 207263 members 
Entering Unmasked Estep 
Score: -28931828.000000 Penalty: 6097.724609
	Iteration 67Q: 3 clusters Score -2.893183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 207260 members 
Entering Unmasked Estep 
Score: -28931802.000000 Penalty: 6097.724609
	Iteration 68Q: 3 clusters Score -2.89318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 207257 members 
Entering Unmasked Estep 
Score: -28931804.000000 Penalty: 6097.724609
	Iteration 69Q: 3 clusters Score -2.89318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 207256 members 
Entering Unmasked Estep 
Score: -28931812.000000 Penalty: 6097.724609
	Iteration 70Q: 3 clusters Score -2.893181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 207253 members 
Entering Unmasked Estep 
Score: -28931820.000000 Penalty: 6097.724609
	Iteration 71Q: 3 clusters Score -2.893182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 207253 members 
Entering Unmasked Estep 
Score: -28931820.000000 Penalty: 6097.724609
	Iteration 72Q: 3 clusters Score -2.893182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 207253 members 
Entering Unmasked Estep 
Score: -28931820.000000 Penalty: 6097.724609
	Iteration 73Q: 3 clusters Score -2.893182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 207253 members 
Entering Unmasked Estep 
Score: -28931820.000000 Penalty: 6097.724609
	Iteration 74F: 3 clusters Score -2.893182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 23169 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 190561 members 
Mstep: Class 10 contains 43744 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 207253 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 149680 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 21 contains 4431 members 
Entering Unmasked Estep 
Score: -133180464.000000 Penalty: 65227.906250
Splitting cluster 6 changes total score from -133169496.000000 to -133180464.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 7 (23169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Entering Unmasked Estep 
Score: -3114281.750000 Penalty: 2492.541504
	Iteration 0F: 2 clusters Score -3114282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3098192.250000 Penalty: 4985.083008
	Iteration 0F: 3 clusters Score -3098192 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3104133.000000 Penalty: 4985.083008
	Iteration 1F: 3 clusters Score -3104133 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3105326.250000 Penalty: 4985.083008
	Iteration 2F: 3 clusters Score -3105326 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3107116.000000 Penalty: 4985.083008
	Iteration 3F: 3 clusters Score -3107116 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3109233.000000 Penalty: 4985.083008
	Iteration 4F: 3 clusters Score -3109233 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3111148.000000 Penalty: 4985.083008
	Iteration 5F: 3 clusters Score -3111148 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3112624.500000 Penalty: 4985.083008
	Iteration 6F: 3 clusters Score -3112624 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3113573.250000 Penalty: 4985.083008
	Iteration 7F: 3 clusters Score -3113573 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3114282.750000 Penalty: 4985.083008
	Iteration 8Q: 3 clusters Score -3114283 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3114784.000000 Penalty: 4985.083008
	Iteration 9Q: 3 clusters Score -3114784 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3115148.000000 Penalty: 4985.083008
	Iteration 10Q: 3 clusters Score -3115148 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3115393.500000 Penalty: 4985.083008
	Iteration 11Q: 3 clusters Score -3115394 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3115563.000000 Penalty: 4985.083008
	Iteration 12Q: 3 clusters Score -3115563 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3115647.250000 Penalty: 4985.083008
	Iteration 13Q: 3 clusters Score -3115647 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3115712.750000 Penalty: 4985.083008
	Iteration 14Q: 3 clusters Score -3115713 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3115758.500000 Penalty: 4985.083008
	Iteration 15Q: 3 clusters Score -3115758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3115781.000000 Penalty: 4985.083008
	Iteration 16Q: 3 clusters Score -3115781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3115790.000000 Penalty: 4985.083008
	Iteration 17Q: 3 clusters Score -3115790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3115791.750000 Penalty: 4985.083008
	Iteration 18Q: 3 clusters Score -3115792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3115801.250000 Penalty: 4985.083008
	Iteration 19Q: 3 clusters Score -3115801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3115801.250000 Penalty: 4985.083008
	Iteration 20F: 3 clusters Score -3115801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3115803.500000 Penalty: 4985.083008
	Iteration 21Q: 3 clusters Score -3115804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3115806.750000 Penalty: 4985.083008
	Iteration 22Q: 3 clusters Score -3115807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3115808.000000 Penalty: 4985.083008
	Iteration 23Q: 3 clusters Score -3115808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3115806.250000 Penalty: 4985.083008
	Iteration 24Q: 3 clusters Score -3115806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3115807.750000 Penalty: 4985.083008
	Iteration 25Q: 3 clusters Score -3115808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3115808.750000 Penalty: 4985.083008
	Iteration 26Q: 3 clusters Score -3115809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3115808.750000 Penalty: 4985.083008
	Iteration 27F: 3 clusters Score -3115809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 190561 members 
Mstep: Class 10 contains 43744 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 207253 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 149680 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 21 contains 4431 members 
Entering Unmasked Estep 
Score: -133180696.000000 Penalty: 68660.953125
Splitting cluster 7 changes total score from -133169496.000000 to -133180696.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (42962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Entering Unmasked Estep 
Score: -5506188.500000 Penalty: 2645.681885
	Iteration 0F: 2 clusters Score -5506188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5476929.000000 Penalty: 5291.363770
	Iteration 0F: 3 clusters Score -5476929 nChanged 19852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5488207.500000 Penalty: 5291.363770
	Iteration 1F: 3 clusters Score -5488208 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -5488837.000000 Penalty: 5291.363770
	Iteration 2Q: 3 clusters Score -5488837 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -5489510.000000 Penalty: 5291.363770
	Iteration 3Q: 3 clusters Score -5489510 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -5490417.500000 Penalty: 5291.363770
	Iteration 4Q: 3 clusters Score -5490418 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5491744.500000 Penalty: 5291.363770
	Iteration 5F: 3 clusters Score -5491744 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -5493633.000000 Penalty: 5291.363770
	Iteration 6F: 3 clusters Score -5493633 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5496182.500000 Penalty: 5291.363770
	Iteration 7F: 3 clusters Score -5496182 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -5498985.500000 Penalty: 5291.363770
	Iteration 8F: 3 clusters Score -5498986 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -5501442.500000 Penalty: 5291.363770
	Iteration 9F: 3 clusters Score -5501442 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -5503221.500000 Penalty: 5291.363770
	Iteration 10Q: 3 clusters Score -5503222 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5504174.500000 Penalty: 5291.363770
	Iteration 11Q: 3 clusters Score -5504174 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -5504708.000000 Penalty: 5291.363770
	Iteration 12Q: 3 clusters Score -5504708 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -5505009.500000 Penalty: 5291.363770
	Iteration 13Q: 3 clusters Score -5505010 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -5505208.000000 Penalty: 5291.363770
	Iteration 14Q: 3 clusters Score -5505208 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5505314.000000 Penalty: 5291.363770
	Iteration 15Q: 3 clusters Score -5505314 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -5505437.500000 Penalty: 5291.363770
	Iteration 16Q: 3 clusters Score -5505438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5505509.000000 Penalty: 5291.363770
	Iteration 17Q: 3 clusters Score -5505509 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5505519.500000 Penalty: 5291.363770
	Iteration 18Q: 3 clusters Score -5505520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -5505556.000000 Penalty: 5291.363770
	Iteration 19Q: 3 clusters Score -5505556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -5505571.000000 Penalty: 5291.363770
	Iteration 20F: 3 clusters Score -5505571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5505574.500000 Penalty: 5291.363770
	Iteration 21Q: 3 clusters Score -5505574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -5505581.500000 Penalty: 5291.363770
	Iteration 22Q: 3 clusters Score -5505582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5505586.500000 Penalty: 5291.363770
	Iteration 23Q: 3 clusters Score -5505586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5505594.000000 Penalty: 5291.363770
	Iteration 24Q: 3 clusters Score -5505594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5505596.000000 Penalty: 5291.363770
	Iteration 25Q: 3 clusters Score -5505596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5505599.000000 Penalty: 5291.363770
	Iteration 26Q: 3 clusters Score -5505599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5505601.500000 Penalty: 5291.363770
	Iteration 27Q: 3 clusters Score -5505602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5505598.000000 Penalty: 5291.363770
	Iteration 28Q: 3 clusters Score -5505598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5505598.000000 Penalty: 5291.363770
	Iteration 29F: 3 clusters Score -5505598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (190561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190561 members 
Entering Unmasked Estep 
Score: -25285240.000000 Penalty: 3015.116455
	Iteration 0F: 2 clusters Score -2.528524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -25161964.000000 Penalty: 6030.232910
	Iteration 0F: 3 clusters Score -2.516196e+07 nChanged 91942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -25218494.000000 Penalty: 6030.232910
	Iteration 1F: 3 clusters Score -2.521849e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -25222364.000000 Penalty: 6030.232910
	Iteration 2Q: 3 clusters Score -2.522236e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 110677 members 
Entering Unmasked Estep 
Score: -25228972.000000 Penalty: 6030.232910
	Iteration 3F: 3 clusters Score -2.522897e+07 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 118846 members 
Entering Unmasked Estep 
Score: -25239664.000000 Penalty: 6030.232910
	Iteration 4F: 3 clusters Score -2.523966e+07 nChanged 15331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 128227 members 
Entering Unmasked Estep 
Score: -25253544.000000 Penalty: 6030.232910
	Iteration 5F: 3 clusters Score -2.525354e+07 nChanged 14122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 136619 members 
Entering Unmasked Estep 
Score: -25265794.000000 Penalty: 6030.232910
	Iteration 6F: 3 clusters Score -2.526579e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 142521 members 
Entering Unmasked Estep 
Score: -25273278.000000 Penalty: 6030.232910
	Iteration 7F: 3 clusters Score -2.527328e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 146960 members 
Entering Unmasked Estep 
Score: -25276754.000000 Penalty: 6030.232910
	Iteration 8Q: 3 clusters Score -2.527675e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 150650 members 
Entering Unmasked Estep 
Score: -25278684.000000 Penalty: 6030.232910
	Iteration 9Q: 3 clusters Score -2.527868e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 153995 members 
Entering Unmasked Estep 
Score: -25280098.000000 Penalty: 6030.232910
	Iteration 10Q: 3 clusters Score -2.52801e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 157103 members 
Entering Unmasked Estep 
Score: -25281148.000000 Penalty: 6030.232910
	Iteration 11Q: 3 clusters Score -2.528115e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 160062 members 
Entering Unmasked Estep 
Score: -25282180.000000 Penalty: 6030.232910
	Iteration 12Q: 3 clusters Score -2.528218e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 162797 members 
Entering Unmasked Estep 
Score: -25283048.000000 Penalty: 6030.232910
	Iteration 13Q: 3 clusters Score -2.528305e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -25283802.000000 Penalty: 6030.232910
	Iteration 14Q: 3 clusters Score -2.52838e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 167785 members 
Entering Unmasked Estep 
Score: -25284408.000000 Penalty: 6030.232910
	Iteration 15Q: 3 clusters Score -2.528441e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 170047 members 
Entering Unmasked Estep 
Score: -25284880.000000 Penalty: 6030.232910
	Iteration 16Q: 3 clusters Score -2.528488e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 172115 members 
Entering Unmasked Estep 
Score: -25285504.000000 Penalty: 6030.232910
	Iteration 17Q: 3 clusters Score -2.52855e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -25285942.000000 Penalty: 6030.232910
	Iteration 18Q: 3 clusters Score -2.528594e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 175589 members 
Entering Unmasked Estep 
Score: -25286316.000000 Penalty: 6030.232910
	Iteration 19Q: 3 clusters Score -2.528632e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -25286434.000000 Penalty: 6030.232910
	Iteration 20F: 3 clusters Score -2.528643e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 178409 members 
Entering Unmasked Estep 
Score: -25286726.000000 Penalty: 6030.232910
	Iteration 21Q: 3 clusters Score -2.528673e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -25286936.000000 Penalty: 6030.232910
	Iteration 22Q: 3 clusters Score -2.528694e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 180457 members 
Entering Unmasked Estep 
Score: -25287054.000000 Penalty: 6030.232910
	Iteration 23Q: 3 clusters Score -2.528705e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 181217 members 
Entering Unmasked Estep 
Score: -25287090.000000 Penalty: 6030.232910
	Iteration 24Q: 3 clusters Score -2.528709e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 181872 members 
Entering Unmasked Estep 
Score: -25287142.000000 Penalty: 6030.232910
	Iteration 25Q: 3 clusters Score -2.528714e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 182435 members 
Entering Unmasked Estep 
Score: -25287128.000000 Penalty: 6030.232910
	Iteration 26Q: 3 clusters Score -2.528713e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 182901 members 
Entering Unmasked Estep 
Score: -25287212.000000 Penalty: 6030.232910
	Iteration 27Q: 3 clusters Score -2.528721e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 183340 members 
Entering Unmasked Estep 
Score: -25287252.000000 Penalty: 6030.232910
	Iteration 28Q: 3 clusters Score -2.528725e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 183705 members 
Entering Unmasked Estep 
Score: -25287248.000000 Penalty: 6030.232910
	Iteration 29Q: 3 clusters Score -2.528725e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 184007 members 
Entering Unmasked Estep 
Score: -25287242.000000 Penalty: 6030.232910
	Iteration 30Q: 3 clusters Score -2.528724e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 184283 members 
Entering Unmasked Estep 
Score: -25287304.000000 Penalty: 6030.232910
	Iteration 31Q: 3 clusters Score -2.52873e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 184517 members 
Entering Unmasked Estep 
Score: -25287276.000000 Penalty: 6030.232910
	Iteration 32Q: 3 clusters Score -2.528728e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 184746 members 
Entering Unmasked Estep 
Score: -25287266.000000 Penalty: 6030.232910
	Iteration 33Q: 3 clusters Score -2.528727e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 184938 members 
Entering Unmasked Estep 
Score: -25287308.000000 Penalty: 6030.232910
	Iteration 34Q: 3 clusters Score -2.528731e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 185095 members 
Entering Unmasked Estep 
Score: -25287374.000000 Penalty: 6030.232910
	Iteration 35Q: 3 clusters Score -2.528737e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 185252 members 
Entering Unmasked Estep 
Score: -25287400.000000 Penalty: 6030.232910
	Iteration 36Q: 3 clusters Score -2.52874e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 185367 members 
Entering Unmasked Estep 
Score: -25287452.000000 Penalty: 6030.232910
	Iteration 37Q: 3 clusters Score -2.528745e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 185465 members 
Entering Unmasked Estep 
Score: -25287522.000000 Penalty: 6030.232910
	Iteration 38Q: 3 clusters Score -2.528752e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 185556 members 
Entering Unmasked Estep 
Score: -25287666.000000 Penalty: 6030.232910
	Iteration 39Q: 3 clusters Score -2.528767e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 185595 members 
Entering Unmasked Estep 
Score: -25287862.000000 Penalty: 6030.232910
	Iteration 40F: 3 clusters Score -2.528786e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 185575 members 
Entering Unmasked Estep 
Score: -25288110.000000 Penalty: 6030.232910
	Iteration 41Q: 3 clusters Score -2.528811e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 185532 members 
Entering Unmasked Estep 
Score: -25288234.000000 Penalty: 6030.232910
	Iteration 42Q: 3 clusters Score -2.528823e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 185473 members 
Entering Unmasked Estep 
Score: -25288356.000000 Penalty: 6030.232910
	Iteration 43Q: 3 clusters Score -2.528836e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 185366 members 
Entering Unmasked Estep 
Score: -25288406.000000 Penalty: 6030.232910
	Iteration 44Q: 3 clusters Score -2.528841e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 185248 members 
Entering Unmasked Estep 
Score: -25288462.000000 Penalty: 6030.232910
	Iteration 45Q: 3 clusters Score -2.528846e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 185107 members 
Entering Unmasked Estep 
Score: -25288492.000000 Penalty: 6030.232910
	Iteration 46Q: 3 clusters Score -2.528849e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 184961 members 
Entering Unmasked Estep 
Score: -25288532.000000 Penalty: 6030.232910
	Iteration 47Q: 3 clusters Score -2.528853e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 184837 members 
Entering Unmasked Estep 
Score: -25288594.000000 Penalty: 6030.232910
	Iteration 48Q: 3 clusters Score -2.528859e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 184740 members 
Entering Unmasked Estep 
Score: -25288568.000000 Penalty: 6030.232910
	Iteration 49Q: 3 clusters Score -2.528857e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 184663 members 
Entering Unmasked Estep 
Score: -25288600.000000 Penalty: 6030.232910
	Iteration 50Q: 3 clusters Score -2.52886e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 184612 members 
Entering Unmasked Estep 
Score: -25288624.000000 Penalty: 6030.232910
	Iteration 51Q: 3 clusters Score -2.528862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 184567 members 
Entering Unmasked Estep 
Score: -25288644.000000 Penalty: 6030.232910
	Iteration 52Q: 3 clusters Score -2.528864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 184525 members 
Entering Unmasked Estep 
Score: -25288682.000000 Penalty: 6030.232910
	Iteration 53Q: 3 clusters Score -2.528868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 184497 members 
Entering Unmasked Estep 
Score: -25288690.000000 Penalty: 6030.232910
	Iteration 54Q: 3 clusters Score -2.528869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 184469 members 
Entering Unmasked Estep 
Score: -25288690.000000 Penalty: 6030.232910
	Iteration 55Q: 3 clusters Score -2.528869e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 184440 members 
Entering Unmasked Estep 
Score: -25288702.000000 Penalty: 6030.232910
	Iteration 56Q: 3 clusters Score -2.52887e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 184410 members 
Entering Unmasked Estep 
Score: -25288728.000000 Penalty: 6030.232910
	Iteration 57Q: 3 clusters Score -2.528873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 184374 members 
Entering Unmasked Estep 
Score: -25288726.000000 Penalty: 6030.232910
	Iteration 58Q: 3 clusters Score -2.528873e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 184343 members 
Entering Unmasked Estep 
Score: -25288734.000000 Penalty: 6030.232910
	Iteration 59Q: 3 clusters Score -2.528873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 184311 members 
Entering Unmasked Estep 
Score: -25288766.000000 Penalty: 6030.232910
	Iteration 60F: 3 clusters Score -2.528877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 184282 members 
Entering Unmasked Estep 
Score: -25288784.000000 Penalty: 6030.232910
	Iteration 61Q: 3 clusters Score -2.528878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 184254 members 
Entering Unmasked Estep 
Score: -25288814.000000 Penalty: 6030.232910
	Iteration 62Q: 3 clusters Score -2.528881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 184236 members 
Entering Unmasked Estep 
Score: -25288832.000000 Penalty: 6030.232910
	Iteration 63Q: 3 clusters Score -2.528883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 184218 members 
Entering Unmasked Estep 
Score: -25288824.000000 Penalty: 6030.232910
	Iteration 64Q: 3 clusters Score -2.528882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 184200 members 
Entering Unmasked Estep 
Score: -25288846.000000 Penalty: 6030.232910
	Iteration 65Q: 3 clusters Score -2.528885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 184180 members 
Entering Unmasked Estep 
Score: -25288860.000000 Penalty: 6030.232910
	Iteration 66Q: 3 clusters Score -2.528886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 184162 members 
Entering Unmasked Estep 
Score: -25288846.000000 Penalty: 6030.232910
	Iteration 67Q: 3 clusters Score -2.528885e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -25288822.000000 Penalty: 6030.232910
	Iteration 68Q: 3 clusters Score -2.528882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 184123 members 
Entering Unmasked Estep 
Score: -25288862.000000 Penalty: 6030.232910
	Iteration 69Q: 3 clusters Score -2.528886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 184107 members 
Entering Unmasked Estep 
Score: -25288850.000000 Penalty: 6030.232910
	Iteration 70Q: 3 clusters Score -2.528885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 184089 members 
Entering Unmasked Estep 
Score: -25288850.000000 Penalty: 6030.232910
	Iteration 71Q: 3 clusters Score -2.528885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 184073 members 
Entering Unmasked Estep 
Score: -25288842.000000 Penalty: 6030.232910
	Iteration 72Q: 3 clusters Score -2.528884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -25288838.000000 Penalty: 6030.232910
	Iteration 73Q: 3 clusters Score -2.528884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 184059 members 
Entering Unmasked Estep 
Score: -25288826.000000 Penalty: 6030.232910
	Iteration 74Q: 3 clusters Score -2.528883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 184058 members 
Entering Unmasked Estep 
Score: -25288840.000000 Penalty: 6030.232910
	Iteration 75Q: 3 clusters Score -2.528884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 184055 members 
Entering Unmasked Estep 
Score: -25288830.000000 Penalty: 6030.232910
	Iteration 76Q: 3 clusters Score -2.528883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 184053 members 
Entering Unmasked Estep 
Score: -25288824.000000 Penalty: 6030.232910
	Iteration 77Q: 3 clusters Score -2.528882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 184052 members 
Entering Unmasked Estep 
Score: -25288814.000000 Penalty: 6030.232910
	Iteration 78Q: 3 clusters Score -2.528881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 184048 members 
Entering Unmasked Estep 
Score: -25288808.000000 Penalty: 6030.232910
	Iteration 79Q: 3 clusters Score -2.528881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 184047 members 
Entering Unmasked Estep 
Score: -25288818.000000 Penalty: 6030.232910
	Iteration 80F: 3 clusters Score -2.528882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -25288800.000000 Penalty: 6030.232910
	Iteration 81Q: 3 clusters Score -2.52888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 184043 members 
Entering Unmasked Estep 
Score: -25288798.000000 Penalty: 6030.232910
	Iteration 82Q: 3 clusters Score -2.52888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 184040 members 
Entering Unmasked Estep 
Score: -25288798.000000 Penalty: 6030.232910
	Iteration 83Q: 3 clusters Score -2.52888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 184039 members 
Entering Unmasked Estep 
Score: -25288812.000000 Penalty: 6030.232910
	Iteration 84Q: 3 clusters Score -2.528881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 184037 members 
Entering Unmasked Estep 
Score: -25288812.000000 Penalty: 6030.232910
	Iteration 85Q: 3 clusters Score -2.528881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 184034 members 
Entering Unmasked Estep 
Score: -25288822.000000 Penalty: 6030.232910
	Iteration 86Q: 3 clusters Score -2.528882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 184031 members 
Entering Unmasked Estep 
Score: -25288842.000000 Penalty: 6030.232910
	Iteration 87Q: 3 clusters Score -2.528884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 184027 members 
Entering Unmasked Estep 
Score: -25288838.000000 Penalty: 6030.232910
	Iteration 88Q: 3 clusters Score -2.528884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 184022 members 
Entering Unmasked Estep 
Score: -25288858.000000 Penalty: 6030.232910
	Iteration 89Q: 3 clusters Score -2.528886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 184017 members 
Entering Unmasked Estep 
Score: -25288832.000000 Penalty: 6030.232910
	Iteration 90Q: 3 clusters Score -2.528883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 184015 members 
Entering Unmasked Estep 
Score: -25288838.000000 Penalty: 6030.232910
	Iteration 91Q: 3 clusters Score -2.528884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 184015 members 
Entering Unmasked Estep 
Score: -25288838.000000 Penalty: 6030.232910
	Iteration 92F: 3 clusters Score -2.528884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 43744 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 207253 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 149680 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 20 contains 184015 members 
Mstep: Class 21 contains 4431 members 
Entering Unmasked Estep 
Score: -133184808.000000 Penalty: 72094.000000
Splitting cluster 9 changes total score from -133169496.000000 to -133184808.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (43744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Entering Unmasked Estep 
Score: -5642908.000000 Penalty: 2650.155273
	Iteration 0F: 2 clusters Score -5642908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5613390.000000 Penalty: 5300.310547
	Iteration 0F: 3 clusters Score -5613390 nChanged 20168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5624867.000000 Penalty: 5300.310547
	Iteration 1F: 3 clusters Score -5624867 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5626855.000000 Penalty: 5300.310547
	Iteration 2F: 3 clusters Score -5626855 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5629819.000000 Penalty: 5300.310547
	Iteration 3F: 3 clusters Score -5629819 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -5633215.500000 Penalty: 5300.310547
	Iteration 4F: 3 clusters Score -5633216 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -5636463.000000 Penalty: 5300.310547
	Iteration 5F: 3 clusters Score -5636463 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -5638888.000000 Penalty: 5300.310547
	Iteration 6F: 3 clusters Score -5638888 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -5640286.000000 Penalty: 5300.310547
	Iteration 7F: 3 clusters Score -5640286 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -5641266.500000 Penalty: 5300.310547
	Iteration 8Q: 3 clusters Score -5641266 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -5641984.000000 Penalty: 5300.310547
	Iteration 9Q: 3 clusters Score -5641984 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -5642769.000000 Penalty: 5300.310547
	Iteration 10Q: 3 clusters Score -5642769 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -5643696.500000 Penalty: 5300.310547
	Iteration 11Q: 3 clusters Score -5643696 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5644566.500000 Penalty: 5300.310547
	Iteration 12Q: 3 clusters Score -5644566 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5644991.000000 Penalty: 5300.310547
	Iteration 13Q: 3 clusters Score -5644991 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5645173.000000 Penalty: 5300.310547
	Iteration 14Q: 3 clusters Score -5645173 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5645258.000000 Penalty: 5300.310547
	Iteration 15Q: 3 clusters Score -5645258 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5645298.000000 Penalty: 5300.310547
	Iteration 16Q: 3 clusters Score -5645298 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5645329.000000 Penalty: 5300.310547
	Iteration 17Q: 3 clusters Score -5645329 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5645325.000000 Penalty: 5300.310547
	Iteration 18Q: 3 clusters Score -5645325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5645322.000000 Penalty: 5300.310547
	Iteration 19Q: 3 clusters Score -5645322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5645338.500000 Penalty: 5300.310547
	Iteration 20F: 3 clusters Score -5645338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5645346.500000 Penalty: 5300.310547
	Iteration 21Q: 3 clusters Score -5645346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5645354.000000 Penalty: 5300.310547
	Iteration 22Q: 3 clusters Score -5645354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5645369.000000 Penalty: 5300.310547
	Iteration 23Q: 3 clusters Score -5645369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5645366.500000 Penalty: 5300.310547
	Iteration 24Q: 3 clusters Score -5645366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5645356.500000 Penalty: 5300.310547
	Iteration 25Q: 3 clusters Score -5645356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5645356.500000 Penalty: 5300.310547
	Iteration 26Q: 3 clusters Score -5645356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5645352.000000 Penalty: 5300.310547
	Iteration 27Q: 3 clusters Score -5645352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5645354.000000 Penalty: 5300.310547
	Iteration 28Q: 3 clusters Score -5645354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5645365.500000 Penalty: 5300.310547
	Iteration 29Q: 3 clusters Score -5645366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5645356.500000 Penalty: 5300.310547
	Iteration 30Q: 3 clusters Score -5645356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5645361.500000 Penalty: 5300.310547
	Iteration 31Q: 3 clusters Score -5645362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5645357.500000 Penalty: 5300.310547
	Iteration 32Q: 3 clusters Score -5645358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5645356.500000 Penalty: 5300.310547
	Iteration 33Q: 3 clusters Score -5645356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5645356.500000 Penalty: 5300.310547
	Iteration 34F: 3 clusters Score -5645356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 41168 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 207253 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 149680 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 20 contains 184015 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2576 members 
Entering Unmasked Estep 
Score: -133186192.000000 Penalty: 75527.054688
Splitting cluster 10 changes total score from -133169496.000000 to -133186192.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (5994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Entering Unmasked Estep 
Score: -688194.062500 Penalty: 2157.231445
	Iteration 0F: 2 clusters Score -688194.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -683168.875000 Penalty: 4314.462891
	Iteration 0F: 3 clusters Score -683168.9 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -685251.750000 Penalty: 4314.462891
	Iteration 1F: 3 clusters Score -685251.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -687066.062500 Penalty: 4314.462891
	Iteration 2F: 3 clusters Score -687066.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -688697.187500 Penalty: 4314.462891
	Iteration 3F: 3 clusters Score -688697.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -689736.312500 Penalty: 4314.462891
	Iteration 4F: 3 clusters Score -689736.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -690356.750000 Penalty: 4314.462891
	Iteration 5F: 3 clusters Score -690356.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -690687.937500 Penalty: 4314.462891
	Iteration 6Q: 3 clusters Score -690687.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -690857.312500 Penalty: 4314.462891
	Iteration 7Q: 3 clusters Score -690857.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -690925.312500 Penalty: 4314.462891
	Iteration 8Q: 3 clusters Score -690925.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -690950.125000 Penalty: 4314.462891
	Iteration 9Q: 3 clusters Score -690950.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -690960.687500 Penalty: 4314.462891
	Iteration 10Q: 3 clusters Score -690960.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -690964.500000 Penalty: 4314.462891
	Iteration 11Q: 3 clusters Score -690964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -690965.250000 Penalty: 4314.462891
	Iteration 12Q: 3 clusters Score -690965.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -690969.312500 Penalty: 4314.462891
	Iteration 13Q: 3 clusters Score -690969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -690969.500000 Penalty: 4314.462891
	Iteration 14Q: 3 clusters Score -690969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -690969.562500 Penalty: 4314.462891
	Iteration 15Q: 3 clusters Score -690969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -690969.375000 Penalty: 4314.462891
	Iteration 16Q: 3 clusters Score -690969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -690971.312500 Penalty: 4314.462891
	Iteration 17Q: 3 clusters Score -690971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -690971.187500 Penalty: 4314.462891
	Iteration 18Q: 3 clusters Score -690971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -690971.187500 Penalty: 4314.462891
	Iteration 19F: 3 clusters Score -690971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 41168 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 207253 members 
Mstep: Class 13 contains 5331 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 149680 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 20 contains 184015 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
Score: -133188176.000000 Penalty: 78960.101562
Splitting cluster 13 changes total score from -133169496.000000 to -133188176.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (78794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Entering Unmasked Estep 
Score: -10347634.000000 Penalty: 2796.098877
	Iteration 0F: 2 clusters Score -1.034763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -10295076.000000 Penalty: 5592.197754
	Iteration 0F: 3 clusters Score -1.029508e+07 nChanged 36822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -10315675.000000 Penalty: 5592.197754
	Iteration 1F: 3 clusters Score -1.031568e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -10316340.000000 Penalty: 5592.197754
	Iteration 2Q: 3 clusters Score -1.031634e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -10316998.000000 Penalty: 5592.197754
	Iteration 3Q: 3 clusters Score -1.0317e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -10317746.000000 Penalty: 5592.197754
	Iteration 4Q: 3 clusters Score -1.031775e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -10318645.000000 Penalty: 5592.197754
	Iteration 5Q: 3 clusters Score -1.031864e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -10319863.000000 Penalty: 5592.197754
	Iteration 6Q: 3 clusters Score -1.031986e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -10321769.000000 Penalty: 5592.197754
	Iteration 7Q: 3 clusters Score -1.032177e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -10324877.000000 Penalty: 5592.197754
	Iteration 8F: 3 clusters Score -1.032488e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -10328967.000000 Penalty: 5592.197754
	Iteration 9F: 3 clusters Score -1.032897e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -10333473.000000 Penalty: 5592.197754
	Iteration 10F: 3 clusters Score -1.033347e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -10337556.000000 Penalty: 5592.197754
	Iteration 11F: 3 clusters Score -1.033756e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -10340338.000000 Penalty: 5592.197754
	Iteration 12Q: 3 clusters Score -1.034034e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -10342208.000000 Penalty: 5592.197754
	Iteration 13Q: 3 clusters Score -1.034221e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -10343368.000000 Penalty: 5592.197754
	Iteration 14Q: 3 clusters Score -1.034337e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -10344050.000000 Penalty: 5592.197754
	Iteration 15Q: 3 clusters Score -1.034405e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -10344595.000000 Penalty: 5592.197754
	Iteration 16Q: 3 clusters Score -1.03446e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -10344889.000000 Penalty: 5592.197754
	Iteration 17Q: 3 clusters Score -1.034489e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -10345101.000000 Penalty: 5592.197754
	Iteration 18Q: 3 clusters Score -1.03451e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -10345253.000000 Penalty: 5592.197754
	Iteration 19Q: 3 clusters Score -1.034525e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -10345372.000000 Penalty: 5592.197754
	Iteration 20F: 3 clusters Score -1.034537e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -10345443.000000 Penalty: 5592.197754
	Iteration 21Q: 3 clusters Score -1.034544e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -10345487.000000 Penalty: 5592.197754
	Iteration 22Q: 3 clusters Score -1.034549e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -10345546.000000 Penalty: 5592.197754
	Iteration 23Q: 3 clusters Score -1.034555e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -10345574.000000 Penalty: 5592.197754
	Iteration 24Q: 3 clusters Score -1.034557e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75402 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -10345597.000000 Penalty: 5592.197754
	Iteration 25Q: 3 clusters Score -1.03456e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -10345625.000000 Penalty: 5592.197754
	Iteration 26Q: 3 clusters Score -1.034562e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -10345638.000000 Penalty: 5592.197754
	Iteration 27Q: 3 clusters Score -1.034564e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -10345640.000000 Penalty: 5592.197754
	Iteration 28Q: 3 clusters Score -1.034564e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -10345660.000000 Penalty: 5592.197754
	Iteration 29Q: 3 clusters Score -1.034566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10345650.000000 Penalty: 5592.197754
	Iteration 30Q: 3 clusters Score -1.034565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10345686.000000 Penalty: 5592.197754
	Iteration 31Q: 3 clusters Score -1.034569e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -10345679.000000 Penalty: 5592.197754
	Iteration 32Q: 3 clusters Score -1.034568e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -10345684.000000 Penalty: 5592.197754
	Iteration 33Q: 3 clusters Score -1.034568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -10345682.000000 Penalty: 5592.197754
	Iteration 34Q: 3 clusters Score -1.034568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -10345672.000000 Penalty: 5592.197754
	Iteration 35Q: 3 clusters Score -1.034567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -10345674.000000 Penalty: 5592.197754
	Iteration 36Q: 3 clusters Score -1.034567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -10345665.000000 Penalty: 5592.197754
	Iteration 37Q: 3 clusters Score -1.034566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -10345663.000000 Penalty: 5592.197754
	Iteration 38Q: 3 clusters Score -1.034566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -10345676.000000 Penalty: 5592.197754
	Iteration 39Q: 3 clusters Score -1.034568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -10345683.000000 Penalty: 5592.197754
	Iteration 40F: 3 clusters Score -1.034568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -10345689.000000 Penalty: 5592.197754
	Iteration 41Q: 3 clusters Score -1.034569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -10345682.000000 Penalty: 5592.197754
	Iteration 42Q: 3 clusters Score -1.034568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -10345695.000000 Penalty: 5592.197754
	Iteration 43Q: 3 clusters Score -1.03457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -10345691.000000 Penalty: 5592.197754
	Iteration 44Q: 3 clusters Score -1.034569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10345697.000000 Penalty: 5592.197754
	Iteration 45Q: 3 clusters Score -1.03457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -10345701.000000 Penalty: 5592.197754
	Iteration 46Q: 3 clusters Score -1.03457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -10345710.000000 Penalty: 5592.197754
	Iteration 47Q: 3 clusters Score -1.034571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -10345707.000000 Penalty: 5592.197754
	Iteration 48Q: 3 clusters Score -1.034571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -10345711.000000 Penalty: 5592.197754
	Iteration 49Q: 3 clusters Score -1.034571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -10345721.000000 Penalty: 5592.197754
	Iteration 50Q: 3 clusters Score -1.034572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -10345727.000000 Penalty: 5592.197754
	Iteration 51Q: 3 clusters Score -1.034573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -10345725.000000 Penalty: 5592.197754
	Iteration 52Q: 3 clusters Score -1.034572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -10345732.000000 Penalty: 5592.197754
	Iteration 53Q: 3 clusters Score -1.034573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -10345739.000000 Penalty: 5592.197754
	Iteration 54Q: 3 clusters Score -1.034574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -10345722.000000 Penalty: 5592.197754
	Iteration 55Q: 3 clusters Score -1.034572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -10345728.000000 Penalty: 5592.197754
	Iteration 56Q: 3 clusters Score -1.034573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -10345732.000000 Penalty: 5592.197754
	Iteration 57Q: 3 clusters Score -1.034573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -10345727.000000 Penalty: 5592.197754
	Iteration 58Q: 3 clusters Score -1.034573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -10345723.000000 Penalty: 5592.197754
	Iteration 59Q: 3 clusters Score -1.034572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -10345733.000000 Penalty: 5592.197754
	Iteration 60F: 3 clusters Score -1.034573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -10345735.000000 Penalty: 5592.197754
	Iteration 61Q: 3 clusters Score -1.034574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -10345735.000000 Penalty: 5592.197754
	Iteration 62Q: 3 clusters Score -1.034574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -10345736.000000 Penalty: 5592.197754
	Iteration 63Q: 3 clusters Score -1.034574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10345729.000000 Penalty: 5592.197754
	Iteration 64Q: 3 clusters Score -1.034573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -10345745.000000 Penalty: 5592.197754
	Iteration 65Q: 3 clusters Score -1.034574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -10345736.000000 Penalty: 5592.197754
	Iteration 66Q: 3 clusters Score -1.034574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -10345738.000000 Penalty: 5592.197754
	Iteration 67Q: 3 clusters Score -1.034574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10345746.000000 Penalty: 5592.197754
	Iteration 68Q: 3 clusters Score -1.034575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -10345746.000000 Penalty: 5592.197754
	Iteration 69Q: 3 clusters Score -1.034575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -10345734.000000 Penalty: 5592.197754
	Iteration 70Q: 3 clusters Score -1.034573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -10345734.000000 Penalty: 5592.197754
	Iteration 71Q: 3 clusters Score -1.034573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -10345732.000000 Penalty: 5592.197754
	Iteration 72Q: 3 clusters Score -1.034573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -10345740.000000 Penalty: 5592.197754
	Iteration 73Q: 3 clusters Score -1.034574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -10345733.000000 Penalty: 5592.197754
	Iteration 74Q: 3 clusters Score -1.034573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10345738.000000 Penalty: 5592.197754
	Iteration 75Q: 3 clusters Score -1.034574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -10345742.000000 Penalty: 5592.197754
	Iteration 76Q: 3 clusters Score -1.034574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -10345746.000000 Penalty: 5592.197754
	Iteration 77Q: 3 clusters Score -1.034575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -10345739.000000 Penalty: 5592.197754
	Iteration 78Q: 3 clusters Score -1.034574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -10345742.000000 Penalty: 5592.197754
	Iteration 79Q: 3 clusters Score -1.034574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -10345744.000000 Penalty: 5592.197754
	Iteration 80F: 3 clusters Score -1.034574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10345735.000000 Penalty: 5592.197754
	Iteration 81Q: 3 clusters Score -1.034574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -10345738.000000 Penalty: 5592.197754
	Iteration 82Q: 3 clusters Score -1.034574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -10345732.000000 Penalty: 5592.197754
	Iteration 83Q: 3 clusters Score -1.034573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -10345732.000000 Penalty: 5592.197754
	Iteration 84F: 3 clusters Score -1.034573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (149680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Entering Unmasked Estep 
Score: -19915534.000000 Penalty: 2955.231201
	Iteration 0F: 2 clusters Score -1.991553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -19817162.000000 Penalty: 5910.462402
	Iteration 0F: 3 clusters Score -1.981716e+07 nChanged 71526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -19858602.000000 Penalty: 5910.462402
	Iteration 1F: 3 clusters Score -1.98586e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -19859760.000000 Penalty: 5910.462402
	Iteration 2Q: 3 clusters Score -1.985976e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -19860962.000000 Penalty: 5910.462402
	Iteration 3Q: 3 clusters Score -1.986096e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -19862854.000000 Penalty: 5910.462402
	Iteration 4Q: 3 clusters Score -1.986285e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -19865792.000000 Penalty: 5910.462402
	Iteration 5Q: 3 clusters Score -1.986579e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -19870826.000000 Penalty: 5910.462402
	Iteration 6F: 3 clusters Score -1.987083e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 100074 members 
Entering Unmasked Estep 
Score: -19878126.000000 Penalty: 5910.462402
	Iteration 7F: 3 clusters Score -1.987813e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -19886662.000000 Penalty: 5910.462402
	Iteration 8F: 3 clusters Score -1.988666e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -19894152.000000 Penalty: 5910.462402
	Iteration 9F: 3 clusters Score -1.989415e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -19898880.000000 Penalty: 5910.462402
	Iteration 10Q: 3 clusters Score -1.989888e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 123558 members 
Entering Unmasked Estep 
Score: -19901660.000000 Penalty: 5910.462402
	Iteration 11Q: 3 clusters Score -1.990166e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 126621 members 
Entering Unmasked Estep 
Score: -19903568.000000 Penalty: 5910.462402
	Iteration 12Q: 3 clusters Score -1.990357e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -19905012.000000 Penalty: 5910.462402
	Iteration 13Q: 3 clusters Score -1.990501e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 131632 members 
Entering Unmasked Estep 
Score: -19906004.000000 Penalty: 5910.462402
	Iteration 14Q: 3 clusters Score -1.9906e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 133744 members 
Entering Unmasked Estep 
Score: -19906890.000000 Penalty: 5910.462402
	Iteration 15Q: 3 clusters Score -1.990689e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 135664 members 
Entering Unmasked Estep 
Score: -19907694.000000 Penalty: 5910.462402
	Iteration 16Q: 3 clusters Score -1.990769e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 137357 members 
Entering Unmasked Estep 
Score: -19908418.000000 Penalty: 5910.462402
	Iteration 17Q: 3 clusters Score -1.990842e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 138910 members 
Entering Unmasked Estep 
Score: -19909082.000000 Penalty: 5910.462402
	Iteration 18Q: 3 clusters Score -1.990908e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 140342 members 
Entering Unmasked Estep 
Score: -19909698.000000 Penalty: 5910.462402
	Iteration 19Q: 3 clusters Score -1.99097e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 141588 members 
Entering Unmasked Estep 
Score: -19910274.000000 Penalty: 5910.462402
	Iteration 20F: 3 clusters Score -1.991027e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -19910834.000000 Penalty: 5910.462402
	Iteration 21Q: 3 clusters Score -1.991083e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 143610 members 
Entering Unmasked Estep 
Score: -19911326.000000 Penalty: 5910.462402
	Iteration 22Q: 3 clusters Score -1.991133e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -19911780.000000 Penalty: 5910.462402
	Iteration 23Q: 3 clusters Score -1.991178e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 145027 members 
Entering Unmasked Estep 
Score: -19912044.000000 Penalty: 5910.462402
	Iteration 24Q: 3 clusters Score -1.991204e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 145527 members 
Entering Unmasked Estep 
Score: -19912320.000000 Penalty: 5910.462402
	Iteration 25Q: 3 clusters Score -1.991232e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 145926 members 
Entering Unmasked Estep 
Score: -19912600.000000 Penalty: 5910.462402
	Iteration 26Q: 3 clusters Score -1.99126e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 146242 members 
Entering Unmasked Estep 
Score: -19912888.000000 Penalty: 5910.462402
	Iteration 27Q: 3 clusters Score -1.991289e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 146490 members 
Entering Unmasked Estep 
Score: -19913152.000000 Penalty: 5910.462402
	Iteration 28Q: 3 clusters Score -1.991315e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -19913376.000000 Penalty: 5910.462402
	Iteration 29Q: 3 clusters Score -1.991338e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -19913546.000000 Penalty: 5910.462402
	Iteration 30Q: 3 clusters Score -1.991355e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 146831 members 
Entering Unmasked Estep 
Score: -19913668.000000 Penalty: 5910.462402
	Iteration 31Q: 3 clusters Score -1.991367e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 146886 members 
Entering Unmasked Estep 
Score: -19913730.000000 Penalty: 5910.462402
	Iteration 32Q: 3 clusters Score -1.991373e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 146919 members 
Entering Unmasked Estep 
Score: -19913788.000000 Penalty: 5910.462402
	Iteration 33Q: 3 clusters Score -1.991379e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 146930 members 
Entering Unmasked Estep 
Score: -19913834.000000 Penalty: 5910.462402
	Iteration 34Q: 3 clusters Score -1.991383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -19913836.000000 Penalty: 5910.462402
	Iteration 35Q: 3 clusters Score -1.991384e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 146949 members 
Entering Unmasked Estep 
Score: -19913848.000000 Penalty: 5910.462402
	Iteration 36Q: 3 clusters Score -1.991385e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 146950 members 
Entering Unmasked Estep 
Score: -19913844.000000 Penalty: 5910.462402
	Iteration 37Q: 3 clusters Score -1.991384e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 146939 members 
Entering Unmasked Estep 
Score: -19913868.000000 Penalty: 5910.462402
	Iteration 38Q: 3 clusters Score -1.991387e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 146925 members 
Entering Unmasked Estep 
Score: -19913880.000000 Penalty: 5910.462402
	Iteration 39Q: 3 clusters Score -1.991388e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 146924 members 
Entering Unmasked Estep 
Score: -19913906.000000 Penalty: 5910.462402
	Iteration 40F: 3 clusters Score -1.991391e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 146923 members 
Entering Unmasked Estep 
Score: -19913934.000000 Penalty: 5910.462402
	Iteration 41Q: 3 clusters Score -1.991393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 146929 members 
Entering Unmasked Estep 
Score: -19913908.000000 Penalty: 5910.462402
	Iteration 42Q: 3 clusters Score -1.991391e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 146932 members 
Entering Unmasked Estep 
Score: -19913930.000000 Penalty: 5910.462402
	Iteration 43Q: 3 clusters Score -1.991393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 146918 members 
Entering Unmasked Estep 
Score: -19913924.000000 Penalty: 5910.462402
	Iteration 44Q: 3 clusters Score -1.991392e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 146918 members 
Entering Unmasked Estep 
Score: -19913936.000000 Penalty: 5910.462402
	Iteration 45Q: 3 clusters Score -1.991394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 146918 members 
Entering Unmasked Estep 
Score: -19913940.000000 Penalty: 5910.462402
	Iteration 46Q: 3 clusters Score -1.991394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 146920 members 
Entering Unmasked Estep 
Score: -19913948.000000 Penalty: 5910.462402
	Iteration 47Q: 3 clusters Score -1.991395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 146918 members 
Entering Unmasked Estep 
Score: -19913952.000000 Penalty: 5910.462402
	Iteration 48Q: 3 clusters Score -1.991395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 146911 members 
Entering Unmasked Estep 
Score: -19913968.000000 Penalty: 5910.462402
	Iteration 49Q: 3 clusters Score -1.991397e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 146897 members 
Entering Unmasked Estep 
Score: -19913972.000000 Penalty: 5910.462402
	Iteration 50Q: 3 clusters Score -1.991397e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 146877 members 
Entering Unmasked Estep 
Score: -19913992.000000 Penalty: 5910.462402
	Iteration 51Q: 3 clusters Score -1.991399e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 146856 members 
Entering Unmasked Estep 
Score: -19914016.000000 Penalty: 5910.462402
	Iteration 52Q: 3 clusters Score -1.991402e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 146819 members 
Entering Unmasked Estep 
Score: -19914044.000000 Penalty: 5910.462402
	Iteration 53Q: 3 clusters Score -1.991404e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 146768 members 
Entering Unmasked Estep 
Score: -19914056.000000 Penalty: 5910.462402
	Iteration 54Q: 3 clusters Score -1.991406e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 146706 members 
Entering Unmasked Estep 
Score: -19914096.000000 Penalty: 5910.462402
	Iteration 55Q: 3 clusters Score -1.99141e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 146667 members 
Entering Unmasked Estep 
Score: -19914144.000000 Penalty: 5910.462402
	Iteration 56Q: 3 clusters Score -1.991414e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 146610 members 
Entering Unmasked Estep 
Score: -19914188.000000 Penalty: 5910.462402
	Iteration 57Q: 3 clusters Score -1.991419e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -19914186.000000 Penalty: 5910.462402
	Iteration 58Q: 3 clusters Score -1.991419e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 146500 members 
Entering Unmasked Estep 
Score: -19914240.000000 Penalty: 5910.462402
	Iteration 59Q: 3 clusters Score -1.991424e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 146436 members 
Entering Unmasked Estep 
Score: -19914316.000000 Penalty: 5910.462402
	Iteration 60F: 3 clusters Score -1.991432e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 146357 members 
Entering Unmasked Estep 
Score: -19914372.000000 Penalty: 5910.462402
	Iteration 61Q: 3 clusters Score -1.991437e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 146255 members 
Entering Unmasked Estep 
Score: -19914450.000000 Penalty: 5910.462402
	Iteration 62Q: 3 clusters Score -1.991445e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 146140 members 
Entering Unmasked Estep 
Score: -19914562.000000 Penalty: 5910.462402
	Iteration 63Q: 3 clusters Score -1.991456e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -19914654.000000 Penalty: 5910.462402
	Iteration 64Q: 3 clusters Score -1.991465e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 145857 members 
Entering Unmasked Estep 
Score: -19914734.000000 Penalty: 5910.462402
	Iteration 65Q: 3 clusters Score -1.991473e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 145697 members 
Entering Unmasked Estep 
Score: -19914816.000000 Penalty: 5910.462402
	Iteration 66Q: 3 clusters Score -1.991482e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 145540 members 
Entering Unmasked Estep 
Score: -19914916.000000 Penalty: 5910.462402
	Iteration 67Q: 3 clusters Score -1.991492e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 145394 members 
Entering Unmasked Estep 
Score: -19914998.000000 Penalty: 5910.462402
	Iteration 68Q: 3 clusters Score -1.9915e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -19915080.000000 Penalty: 5910.462402
	Iteration 69Q: 3 clusters Score -1.991508e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 145159 members 
Entering Unmasked Estep 
Score: -19915102.000000 Penalty: 5910.462402
	Iteration 70Q: 3 clusters Score -1.99151e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -19915132.000000 Penalty: 5910.462402
	Iteration 71Q: 3 clusters Score -1.991513e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 145015 members 
Entering Unmasked Estep 
Score: -19915136.000000 Penalty: 5910.462402
	Iteration 72Q: 3 clusters Score -1.991514e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 144955 members 
Entering Unmasked Estep 
Score: -19915164.000000 Penalty: 5910.462402
	Iteration 73Q: 3 clusters Score -1.991516e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 144897 members 
Entering Unmasked Estep 
Score: -19915156.000000 Penalty: 5910.462402
	Iteration 74Q: 3 clusters Score -1.991516e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -19915204.000000 Penalty: 5910.462402
	Iteration 75Q: 3 clusters Score -1.99152e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 144813 members 
Entering Unmasked Estep 
Score: -19915204.000000 Penalty: 5910.462402
	Iteration 76Q: 3 clusters Score -1.99152e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -19915200.000000 Penalty: 5910.462402
	Iteration 77Q: 3 clusters Score -1.99152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 144774 members 
Entering Unmasked Estep 
Score: -19915212.000000 Penalty: 5910.462402
	Iteration 78Q: 3 clusters Score -1.991521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 144751 members 
Entering Unmasked Estep 
Score: -19915214.000000 Penalty: 5910.462402
	Iteration 79Q: 3 clusters Score -1.991521e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 144723 members 
Entering Unmasked Estep 
Score: -19915250.000000 Penalty: 5910.462402
	Iteration 80F: 3 clusters Score -1.991525e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 144630 members 
Entering Unmasked Estep 
Score: -19915310.000000 Penalty: 5910.462402
	Iteration 81Q: 3 clusters Score -1.991531e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -19915302.000000 Penalty: 5910.462402
	Iteration 82Q: 3 clusters Score -1.99153e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 144451 members 
Entering Unmasked Estep 
Score: -19915358.000000 Penalty: 5910.462402
	Iteration 83Q: 3 clusters Score -1.991536e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 144354 members 
Entering Unmasked Estep 
Score: -19915394.000000 Penalty: 5910.462402
	Iteration 84Q: 3 clusters Score -1.991539e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 144272 members 
Entering Unmasked Estep 
Score: -19915424.000000 Penalty: 5910.462402
	Iteration 85Q: 3 clusters Score -1.991542e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 144212 members 
Entering Unmasked Estep 
Score: -19915446.000000 Penalty: 5910.462402
	Iteration 86Q: 3 clusters Score -1.991545e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 144152 members 
Entering Unmasked Estep 
Score: -19915494.000000 Penalty: 5910.462402
	Iteration 87Q: 3 clusters Score -1.991549e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 144103 members 
Entering Unmasked Estep 
Score: -19915506.000000 Penalty: 5910.462402
	Iteration 88Q: 3 clusters Score -1.991551e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 144050 members 
Entering Unmasked Estep 
Score: -19915514.000000 Penalty: 5910.462402
	Iteration 89Q: 3 clusters Score -1.991551e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -19915526.000000 Penalty: 5910.462402
	Iteration 90Q: 3 clusters Score -1.991553e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 143951 members 
Entering Unmasked Estep 
Score: -19915542.000000 Penalty: 5910.462402
	Iteration 91Q: 3 clusters Score -1.991554e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -19915538.000000 Penalty: 5910.462402
	Iteration 92Q: 3 clusters Score -1.991554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 143881 members 
Entering Unmasked Estep 
Score: -19915570.000000 Penalty: 5910.462402
	Iteration 93Q: 3 clusters Score -1.991557e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 143845 members 
Entering Unmasked Estep 
Score: -19915580.000000 Penalty: 5910.462402
	Iteration 94Q: 3 clusters Score -1.991558e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 143802 members 
Entering Unmasked Estep 
Score: -19915640.000000 Penalty: 5910.462402
	Iteration 95Q: 3 clusters Score -1.991564e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -19915608.000000 Penalty: 5910.462402
	Iteration 96Q: 3 clusters Score -1.991561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 143725 members 
Entering Unmasked Estep 
Score: -19915620.000000 Penalty: 5910.462402
	Iteration 97Q: 3 clusters Score -1.991562e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 143689 members 
Entering Unmasked Estep 
Score: -19915618.000000 Penalty: 5910.462402
	Iteration 98Q: 3 clusters Score -1.991562e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 143660 members 
Entering Unmasked Estep 
Score: -19915622.000000 Penalty: 5910.462402
	Iteration 99Q: 3 clusters Score -1.991562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 143632 members 
Entering Unmasked Estep 
Score: -19915608.000000 Penalty: 5910.462402
	Iteration 100F: 3 clusters Score -1.991561e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 143596 members 
Entering Unmasked Estep 
Score: -19915640.000000 Penalty: 5910.462402
	Iteration 101Q: 3 clusters Score -1.991564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 143566 members 
Entering Unmasked Estep 
Score: -19915638.000000 Penalty: 5910.462402
	Iteration 102Q: 3 clusters Score -1.991564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 143545 members 
Entering Unmasked Estep 
Score: -19915636.000000 Penalty: 5910.462402
	Iteration 103Q: 3 clusters Score -1.991564e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 143522 members 
Entering Unmasked Estep 
Score: -19915652.000000 Penalty: 5910.462402
	Iteration 104Q: 3 clusters Score -1.991565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 143492 members 
Entering Unmasked Estep 
Score: -19915642.000000 Penalty: 5910.462402
	Iteration 105Q: 3 clusters Score -1.991564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -19915648.000000 Penalty: 5910.462402
	Iteration 106Q: 3 clusters Score -1.991565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -19915656.000000 Penalty: 5910.462402
	Iteration 107Q: 3 clusters Score -1.991566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 143424 members 
Entering Unmasked Estep 
Score: -19915674.000000 Penalty: 5910.462402
	Iteration 108Q: 3 clusters Score -1.991567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 143406 members 
Entering Unmasked Estep 
Score: -19915680.000000 Penalty: 5910.462402
	Iteration 109Q: 3 clusters Score -1.991568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 143393 members 
Entering Unmasked Estep 
Score: -19915670.000000 Penalty: 5910.462402
	Iteration 110Q: 3 clusters Score -1.991567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 143375 members 
Entering Unmasked Estep 
Score: -19915668.000000 Penalty: 5910.462402
	Iteration 111Q: 3 clusters Score -1.991567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 143366 members 
Entering Unmasked Estep 
Score: -19915670.000000 Penalty: 5910.462402
	Iteration 112Q: 3 clusters Score -1.991567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 143363 members 
Entering Unmasked Estep 
Score: -19915674.000000 Penalty: 5910.462402
	Iteration 113Q: 3 clusters Score -1.991567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -19915694.000000 Penalty: 5910.462402
	Iteration 114Q: 3 clusters Score -1.991569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 143340 members 
Entering Unmasked Estep 
Score: -19915692.000000 Penalty: 5910.462402
	Iteration 115Q: 3 clusters Score -1.991569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 143336 members 
Entering Unmasked Estep 
Score: -19915692.000000 Penalty: 5910.462402
	Iteration 116Q: 3 clusters Score -1.991569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -19915706.000000 Penalty: 5910.462402
	Iteration 117Q: 3 clusters Score -1.991571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 143331 members 
Entering Unmasked Estep 
Score: -19915718.000000 Penalty: 5910.462402
	Iteration 118Q: 3 clusters Score -1.991572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -19915708.000000 Penalty: 5910.462402
	Iteration 119Q: 3 clusters Score -1.991571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 143327 members 
Entering Unmasked Estep 
Score: -19915708.000000 Penalty: 5910.462402
	Iteration 120F: 3 clusters Score -1.991571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 143323 members 
Entering Unmasked Estep 
Score: -19915706.000000 Penalty: 5910.462402
	Iteration 121Q: 3 clusters Score -1.991571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 143319 members 
Entering Unmasked Estep 
Score: -19915694.000000 Penalty: 5910.462402
	Iteration 122Q: 3 clusters Score -1.991569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 143317 members 
Entering Unmasked Estep 
Score: -19915692.000000 Penalty: 5910.462402
	Iteration 123Q: 3 clusters Score -1.991569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 143314 members 
Entering Unmasked Estep 
Score: -19915692.000000 Penalty: 5910.462402
	Iteration 124Q: 3 clusters Score -1.991569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 143314 members 
Entering Unmasked Estep 
Score: -19915692.000000 Penalty: 5910.462402
	Iteration 125F: 3 clusters Score -1.991569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 41168 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 207253 members 
Mstep: Class 13 contains 5331 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 6366 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 20 contains 184015 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 143314 members 
Entering Unmasked Estep 
Score: -133187088.000000 Penalty: 82393.148438
Splitting cluster 15 changes total score from -133169496.000000 to -133187088.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -144364.375000 Penalty: 1793.000000
	Iteration 0F: 2 clusters Score -144364.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142470.718750 Penalty: 3586.000000
	Iteration 0F: 3 clusters Score -142470.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -144294.453125 Penalty: 3586.000000
	Iteration 1F: 3 clusters Score -144294.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -145074.734375 Penalty: 3586.000000
	Iteration 2F: 3 clusters Score -145074.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -145233.031250 Penalty: 3586.000000
	Iteration 3Q: 3 clusters Score -145233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -145400.890625 Penalty: 3586.000000
	Iteration 4Q: 3 clusters Score -145400.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -145497.937500 Penalty: 3586.000000
	Iteration 5Q: 3 clusters Score -145497.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -145566.875000 Penalty: 3586.000000
	Iteration 6Q: 3 clusters Score -145566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -145662.171875 Penalty: 3586.000000
	Iteration 7Q: 3 clusters Score -145662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -145729.390625 Penalty: 3586.000000
	Iteration 8Q: 3 clusters Score -145729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -145766.156250 Penalty: 3586.000000
	Iteration 9Q: 3 clusters Score -145766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -145770.640625 Penalty: 3586.000000
	Iteration 10Q: 3 clusters Score -145770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -145779.921875 Penalty: 3586.000000
	Iteration 11Q: 3 clusters Score -145779.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -145783.515625 Penalty: 3586.000000
	Iteration 12Q: 3 clusters Score -145783.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -145783.515625 Penalty: 3586.000000
	Iteration 13F: 3 clusters Score -145783.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 41168 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 207253 members 
Mstep: Class 13 contains 5331 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 6366 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 20 contains 184015 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 143314 members 
Mstep: Class 25 contains 1109 members 
Entering Unmasked Estep 
Score: -133186992.000000 Penalty: 85826.195312
Splitting cluster 17 changes total score from -133169496.000000 to -133186992.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (30124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Entering Unmasked Estep 
Score: -3725370.000000 Penalty: 2557.643311
	Iteration 0F: 2 clusters Score -3725370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3704541.000000 Penalty: 5115.286621
	Iteration 0F: 3 clusters Score -3704541 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3712088.500000 Penalty: 5115.286621
	Iteration 1F: 3 clusters Score -3712088 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3712508.250000 Penalty: 5115.286621
	Iteration 2Q: 3 clusters Score -3712508 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3712878.500000 Penalty: 5115.286621
	Iteration 3Q: 3 clusters Score -3712878 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3713229.250000 Penalty: 5115.286621
	Iteration 4Q: 3 clusters Score -3713229 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3713661.500000 Penalty: 5115.286621
	Iteration 5Q: 3 clusters Score -3713662 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3714191.750000 Penalty: 5115.286621
	Iteration 6Q: 3 clusters Score -3714192 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3714834.250000 Penalty: 5115.286621
	Iteration 7Q: 3 clusters Score -3714834 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3715608.500000 Penalty: 5115.286621
	Iteration 8Q: 3 clusters Score -3715608 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3716574.750000 Penalty: 5115.286621
	Iteration 9F: 3 clusters Score -3716575 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3717756.000000 Penalty: 5115.286621
	Iteration 10F: 3 clusters Score -3717756 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3719087.500000 Penalty: 5115.286621
	Iteration 11F: 3 clusters Score -3719088 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3720312.000000 Penalty: 5115.286621
	Iteration 12F: 3 clusters Score -3720312 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3721346.250000 Penalty: 5115.286621
	Iteration 13Q: 3 clusters Score -3721346 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3722041.750000 Penalty: 5115.286621
	Iteration 14Q: 3 clusters Score -3722042 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3722525.000000 Penalty: 5115.286621
	Iteration 15Q: 3 clusters Score -3722525 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3722853.000000 Penalty: 5115.286621
	Iteration 16Q: 3 clusters Score -3722853 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3723069.000000 Penalty: 5115.286621
	Iteration 17Q: 3 clusters Score -3723069 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3723187.000000 Penalty: 5115.286621
	Iteration 18Q: 3 clusters Score -3723187 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3723261.000000 Penalty: 5115.286621
	Iteration 19Q: 3 clusters Score -3723261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3723316.000000 Penalty: 5115.286621
	Iteration 20F: 3 clusters Score -3723316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3723360.750000 Penalty: 5115.286621
	Iteration 21Q: 3 clusters Score -3723361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3723382.000000 Penalty: 5115.286621
	Iteration 22Q: 3 clusters Score -3723382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3723398.250000 Penalty: 5115.286621
	Iteration 23Q: 3 clusters Score -3723398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3723412.500000 Penalty: 5115.286621
	Iteration 24Q: 3 clusters Score -3723412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3723419.250000 Penalty: 5115.286621
	Iteration 25Q: 3 clusters Score -3723419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3723421.250000 Penalty: 5115.286621
	Iteration 26Q: 3 clusters Score -3723421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3723422.000000 Penalty: 5115.286621
	Iteration 27Q: 3 clusters Score -3723422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3723423.250000 Penalty: 5115.286621
	Iteration 28Q: 3 clusters Score -3723423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3723426.750000 Penalty: 5115.286621
	Iteration 29Q: 3 clusters Score -3723427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3723425.500000 Penalty: 5115.286621
	Iteration 30Q: 3 clusters Score -3723426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3723438.000000 Penalty: 5115.286621
	Iteration 31Q: 3 clusters Score -3723438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3723438.000000 Penalty: 5115.286621
	Iteration 32Q: 3 clusters Score -3723438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3723436.750000 Penalty: 5115.286621
	Iteration 33Q: 3 clusters Score -3723437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3723439.750000 Penalty: 5115.286621
	Iteration 34Q: 3 clusters Score -3723440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3723438.750000 Penalty: 5115.286621
	Iteration 35Q: 3 clusters Score -3723439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3723441.250000 Penalty: 5115.286621
	Iteration 36Q: 3 clusters Score -3723441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3723452.750000 Penalty: 5115.286621
	Iteration 37Q: 3 clusters Score -3723453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3723458.250000 Penalty: 5115.286621
	Iteration 38Q: 3 clusters Score -3723458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3723459.250000 Penalty: 5115.286621
	Iteration 39Q: 3 clusters Score -3723459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3723460.750000 Penalty: 5115.286621
	Iteration 40F: 3 clusters Score -3723461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3723460.750000 Penalty: 5115.286621
	Iteration 41Q: 3 clusters Score -3723461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3723465.750000 Penalty: 5115.286621
	Iteration 42Q: 3 clusters Score -3723466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3723467.250000 Penalty: 5115.286621
	Iteration 43Q: 3 clusters Score -3723467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3723466.250000 Penalty: 5115.286621
	Iteration 44Q: 3 clusters Score -3723466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3723466.250000 Penalty: 5115.286621
	Iteration 45F: 3 clusters Score -3723466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Entering Unmasked Estep 
Score: -3821105.250000 Penalty: 2543.298340
	Iteration 0F: 2 clusters Score -3821105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3801529.250000 Penalty: 5086.596680
	Iteration 0F: 3 clusters Score -3801529 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3808305.750000 Penalty: 5086.596680
	Iteration 1F: 3 clusters Score -3808306 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3808789.500000 Penalty: 5086.596680
	Iteration 2Q: 3 clusters Score -3808790 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3809356.250000 Penalty: 5086.596680
	Iteration 3Q: 3 clusters Score -3809356 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3810001.250000 Penalty: 5086.596680
	Iteration 4Q: 3 clusters Score -3810001 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3810682.500000 Penalty: 5086.596680
	Iteration 5Q: 3 clusters Score -3810682 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3811356.000000 Penalty: 5086.596680
	Iteration 6Q: 3 clusters Score -3811356 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3811997.250000 Penalty: 5086.596680
	Iteration 7Q: 3 clusters Score -3811997 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3812633.250000 Penalty: 5086.596680
	Iteration 8Q: 3 clusters Score -3812633 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3813301.750000 Penalty: 5086.596680
	Iteration 9Q: 3 clusters Score -3813302 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3813940.000000 Penalty: 5086.596680
	Iteration 10Q: 3 clusters Score -3813940 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3814608.000000 Penalty: 5086.596680
	Iteration 11Q: 3 clusters Score -3814608 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3815205.500000 Penalty: 5086.596680
	Iteration 12Q: 3 clusters Score -3815206 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3815714.500000 Penalty: 5086.596680
	Iteration 13Q: 3 clusters Score -3815714 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3816105.250000 Penalty: 5086.596680
	Iteration 14Q: 3 clusters Score -3816105 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3816429.500000 Penalty: 5086.596680
	Iteration 15Q: 3 clusters Score -3816430 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3816769.250000 Penalty: 5086.596680
	Iteration 16Q: 3 clusters Score -3816769 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3817063.750000 Penalty: 5086.596680
	Iteration 17Q: 3 clusters Score -3817064 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3817354.750000 Penalty: 5086.596680
	Iteration 18Q: 3 clusters Score -3817355 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3817585.750000 Penalty: 5086.596680
	Iteration 19Q: 3 clusters Score -3817586 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3817814.000000 Penalty: 5086.596680
	Iteration 20F: 3 clusters Score -3817814 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3818000.250000 Penalty: 5086.596680
	Iteration 21Q: 3 clusters Score -3818000 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3818165.250000 Penalty: 5086.596680
	Iteration 22Q: 3 clusters Score -3818165 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3818336.500000 Penalty: 5086.596680
	Iteration 23Q: 3 clusters Score -3818336 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3818501.500000 Penalty: 5086.596680
	Iteration 24Q: 3 clusters Score -3818502 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3818666.000000 Penalty: 5086.596680
	Iteration 25Q: 3 clusters Score -3818666 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3818816.000000 Penalty: 5086.596680
	Iteration 26Q: 3 clusters Score -3818816 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3818969.750000 Penalty: 5086.596680
	Iteration 27Q: 3 clusters Score -3818970 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3819131.250000 Penalty: 5086.596680
	Iteration 28Q: 3 clusters Score -3819131 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3819318.500000 Penalty: 5086.596680
	Iteration 29Q: 3 clusters Score -3819318 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3819493.000000 Penalty: 5086.596680
	Iteration 30Q: 3 clusters Score -3819493 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3819632.000000 Penalty: 5086.596680
	Iteration 31Q: 3 clusters Score -3819632 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3819774.750000 Penalty: 5086.596680
	Iteration 32Q: 3 clusters Score -3819775 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3819927.000000 Penalty: 5086.596680
	Iteration 33Q: 3 clusters Score -3819927 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3820076.500000 Penalty: 5086.596680
	Iteration 34Q: 3 clusters Score -3820076 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3820182.000000 Penalty: 5086.596680
	Iteration 35Q: 3 clusters Score -3820182 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3820291.500000 Penalty: 5086.596680
	Iteration 36Q: 3 clusters Score -3820292 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3820388.000000 Penalty: 5086.596680
	Iteration 37Q: 3 clusters Score -3820388 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3820465.500000 Penalty: 5086.596680
	Iteration 38Q: 3 clusters Score -3820466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3820517.250000 Penalty: 5086.596680
	Iteration 39Q: 3 clusters Score -3820517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3820571.000000 Penalty: 5086.596680
	Iteration 40F: 3 clusters Score -3820571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3820639.250000 Penalty: 5086.596680
	Iteration 41Q: 3 clusters Score -3820639 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3820663.750000 Penalty: 5086.596680
	Iteration 42Q: 3 clusters Score -3820664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3820689.000000 Penalty: 5086.596680
	Iteration 43Q: 3 clusters Score -3820689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3820703.250000 Penalty: 5086.596680
	Iteration 44Q: 3 clusters Score -3820703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3820726.250000 Penalty: 5086.596680
	Iteration 45Q: 3 clusters Score -3820726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3820734.750000 Penalty: 5086.596680
	Iteration 46Q: 3 clusters Score -3820735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3820739.250000 Penalty: 5086.596680
	Iteration 47Q: 3 clusters Score -3820739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3820747.500000 Penalty: 5086.596680
	Iteration 48Q: 3 clusters Score -3820748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3820742.250000 Penalty: 5086.596680
	Iteration 49Q: 3 clusters Score -3820742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3820753.750000 Penalty: 5086.596680
	Iteration 50Q: 3 clusters Score -3820754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3820753.750000 Penalty: 5086.596680
	Iteration 51Q: 3 clusters Score -3820754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3820761.250000 Penalty: 5086.596680
	Iteration 52Q: 3 clusters Score -3820761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3820757.000000 Penalty: 5086.596680
	Iteration 53Q: 3 clusters Score -3820757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3820755.750000 Penalty: 5086.596680
	Iteration 54Q: 3 clusters Score -3820756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3820762.750000 Penalty: 5086.596680
	Iteration 55Q: 3 clusters Score -3820763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3820760.000000 Penalty: 5086.596680
	Iteration 56Q: 3 clusters Score -3820760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3820759.500000 Penalty: 5086.596680
	Iteration 57Q: 3 clusters Score -3820760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3820762.500000 Penalty: 5086.596680
	Iteration 58Q: 3 clusters Score -3820762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3820763.750000 Penalty: 5086.596680
	Iteration 59Q: 3 clusters Score -3820764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3820763.750000 Penalty: 5086.596680
	Iteration 60F: 3 clusters Score -3820764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -562150.500000 Penalty: 2082.302246
	Iteration 0F: 2 clusters Score -562150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -558064.312500 Penalty: 4164.604492
	Iteration 0F: 3 clusters Score -558064.3 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -559155.062500 Penalty: 4164.604492
	Iteration 1F: 3 clusters Score -559155.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -559599.375000 Penalty: 4164.604492
	Iteration 2F: 3 clusters Score -559599.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -560031.375000 Penalty: 4164.604492
	Iteration 3F: 3 clusters Score -560031.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -560418.312500 Penalty: 4164.604492
	Iteration 4F: 3 clusters Score -560418.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -560747.875000 Penalty: 4164.604492
	Iteration 5F: 3 clusters Score -560747.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -560946.937500 Penalty: 4164.604492
	Iteration 6Q: 3 clusters Score -560946.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -561054.000000 Penalty: 4164.604492
	Iteration 7Q: 3 clusters Score -561054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -561105.437500 Penalty: 4164.604492
	Iteration 8Q: 3 clusters Score -561105.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -561146.375000 Penalty: 4164.604492
	Iteration 9Q: 3 clusters Score -561146.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -561180.500000 Penalty: 4164.604492
	Iteration 10Q: 3 clusters Score -561180.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -561203.125000 Penalty: 4164.604492
	Iteration 11Q: 3 clusters Score -561203.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -561224.875000 Penalty: 4164.604492
	Iteration 12Q: 3 clusters Score -561224.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -561247.500000 Penalty: 4164.604492
	Iteration 13Q: 3 clusters Score -561247.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -561266.000000 Penalty: 4164.604492
	Iteration 14Q: 3 clusters Score -561266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -561282.750000 Penalty: 4164.604492
	Iteration 15Q: 3 clusters Score -561282.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -561294.750000 Penalty: 4164.604492
	Iteration 16Q: 3 clusters Score -561294.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -561299.875000 Penalty: 4164.604492
	Iteration 17Q: 3 clusters Score -561299.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -561302.875000 Penalty: 4164.604492
	Iteration 18Q: 3 clusters Score -561302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -561305.625000 Penalty: 4164.604492
	Iteration 19Q: 3 clusters Score -561305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -561309.312500 Penalty: 4164.604492
	Iteration 20F: 3 clusters Score -561309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -561314.000000 Penalty: 4164.604492
	Iteration 21Q: 3 clusters Score -561314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -561314.687500 Penalty: 4164.604492
	Iteration 22Q: 3 clusters Score -561314.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -561316.437500 Penalty: 4164.604492
	Iteration 23Q: 3 clusters Score -561316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -561318.125000 Penalty: 4164.604492
	Iteration 24Q: 3 clusters Score -561318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -561318.875000 Penalty: 4164.604492
	Iteration 25Q: 3 clusters Score -561318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -561321.312500 Penalty: 4164.604492
	Iteration 26Q: 3 clusters Score -561321.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -561321.625000 Penalty: 4164.604492
	Iteration 27Q: 3 clusters Score -561321.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -561323.437500 Penalty: 4164.604492
	Iteration 28Q: 3 clusters Score -561323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -561323.687500 Penalty: 4164.604492
	Iteration 29Q: 3 clusters Score -561323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -561323.687500 Penalty: 4164.604492
	Iteration 30F: 3 clusters Score -561323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 192704 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 41168 members 
Mstep: Class 13 contains 5331 members 
Mstep: Class 14 contains 78794 members 
Mstep: Class 15 contains 6366 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 21 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133194304.000000 Penalty: 85826.195312
Iteration 39Q: 26 clusters Score -1.331943e+08 nChanged 15607
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 192609 members 
Mstep: Class 4 contains 10707 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 11787 members 
Mstep: Class 7 contains 22568 members 
Mstep: Class 8 contains 42497 members 
Mstep: Class 9 contains 6792 members 
Mstep: Class 10 contains 41936 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 205999 members 
Mstep: Class 13 contains 6009 members 
Mstep: Class 14 contains 79202 members 
Mstep: Class 15 contains 6793 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 30316 members 
Mstep: Class 19 contains 28336 members 
Mstep: Class 20 contains 182492 members 
Mstep: Class 21 contains 4326 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 694 members 
Mstep: Class 24 contains 142482 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133200600.000000 Penalty: 85826.195312
Iteration 40F: 26 clusters Score -1.332006e+08 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 192451 members 
Mstep: Class 4 contains 10686 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 12253 members 
Mstep: Class 7 contains 22960 members 
Mstep: Class 8 contains 41816 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 41965 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 205688 members 
Mstep: Class 13 contains 6274 members 
Mstep: Class 14 contains 79078 members 
Mstep: Class 15 contains 7129 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 31025 members 
Mstep: Class 19 contains 27671 members 
Mstep: Class 20 contains 182170 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 142488 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133203752.000000 Penalty: 85826.195312
Iteration 41Q: 26 clusters Score -1.332038e+08 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2134 members 
Mstep: Class 3 contains 192346 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 12698 members 
Mstep: Class 7 contains 23277 members 
Mstep: Class 8 contains 41442 members 
Mstep: Class 9 contains 7279 members 
Mstep: Class 10 contains 42028 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 205411 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 78967 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 31648 members 
Mstep: Class 19 contains 27217 members 
Mstep: Class 20 contains 181684 members 
Mstep: Class 21 contains 4264 members 
Mstep: Class 22 contains 2655 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 142124 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133205336.000000 Penalty: 85826.195312
Iteration 42Q: 26 clusters Score -1.332053e+08 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2135 members 
Mstep: Class 3 contains 192281 members 
Mstep: Class 4 contains 10649 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 13138 members 
Mstep: Class 7 contains 23576 members 
Mstep: Class 8 contains 41140 members 
Mstep: Class 9 contains 7527 members 
Mstep: Class 10 contains 42095 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 205109 members 
Mstep: Class 13 contains 6630 members 
Mstep: Class 14 contains 78861 members 
Mstep: Class 15 contains 7702 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 32173 members 
Mstep: Class 19 contains 26849 members 
Mstep: Class 20 contains 181143 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 2742 members 
Mstep: Class 23 contains 591 members 
Mstep: Class 24 contains 141677 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133206872.000000 Penalty: 85826.195312
Iteration 43Q: 26 clusters Score -1.332069e+08 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2134 members 
Mstep: Class 3 contains 192282 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 13575 members 
Mstep: Class 7 contains 23827 members 
Mstep: Class 8 contains 40957 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 10 contains 42216 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 204800 members 
Mstep: Class 13 contains 6758 members 
Mstep: Class 14 contains 78769 members 
Mstep: Class 15 contains 7957 members 
Mstep: Class 16 contains 1800 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 32566 members 
Mstep: Class 19 contains 26585 members 
Mstep: Class 20 contains 180559 members 
Mstep: Class 21 contains 4255 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 593 members 
Mstep: Class 24 contains 141223 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133208576.000000 Penalty: 85826.195312
Iteration 44Q: 26 clusters Score -1.332086e+08 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 192278 members 
Mstep: Class 4 contains 10603 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 13991 members 
Mstep: Class 7 contains 24053 members 
Mstep: Class 8 contains 40864 members 
Mstep: Class 9 contains 7959 members 
Mstep: Class 10 contains 42306 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 204555 members 
Mstep: Class 13 contains 6855 members 
Mstep: Class 14 contains 78719 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 1832 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 32897 members 
Mstep: Class 19 contains 26379 members 
Mstep: Class 20 contains 179973 members 
Mstep: Class 21 contains 4253 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 140667 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133209216.000000 Penalty: 85826.195312
Iteration 45Q: 26 clusters Score -1.332092e+08 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 192273 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 14369 members 
Mstep: Class 7 contains 24264 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 42392 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 204328 members 
Mstep: Class 13 contains 6948 members 
Mstep: Class 14 contains 78666 members 
Mstep: Class 15 contains 8504 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 33181 members 
Mstep: Class 19 contains 26211 members 
Mstep: Class 20 contains 179367 members 
Mstep: Class 21 contains 4238 members 
Mstep: Class 22 contains 3005 members 
Mstep: Class 23 contains 611 members 
Mstep: Class 24 contains 140190 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133210624.000000 Penalty: 85826.195312
Iteration 46Q: 26 clusters Score -1.332106e+08 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 192259 members 
Mstep: Class 4 contains 10562 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 14718 members 
Mstep: Class 7 contains 24441 members 
Mstep: Class 8 contains 40767 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 42470 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 204168 members 
Mstep: Class 13 contains 7053 members 
Mstep: Class 14 contains 78633 members 
Mstep: Class 15 contains 8799 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 33408 members 
Mstep: Class 19 contains 26075 members 
Mstep: Class 20 contains 178826 members 
Mstep: Class 21 contains 4229 members 
Mstep: Class 22 contains 3081 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 139710 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133211672.000000 Penalty: 85826.195312
Iteration 47Q: 26 clusters Score -1.332117e+08 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 192248 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 15034 members 
Mstep: Class 7 contains 24607 members 
Mstep: Class 8 contains 40735 members 
Mstep: Class 9 contains 8363 members 
Mstep: Class 10 contains 42585 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 204040 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 78573 members 
Mstep: Class 15 contains 9082 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 33630 members 
Mstep: Class 19 contains 25973 members 
Mstep: Class 20 contains 178298 members 
Mstep: Class 21 contains 4218 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 636 members 
Mstep: Class 24 contains 139235 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133212128.000000 Penalty: 85826.195312
Iteration 48Q: 26 clusters Score -1.332121e+08 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 192221 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 24789 members 
Mstep: Class 8 contains 40755 members 
Mstep: Class 9 contains 8466 members 
Mstep: Class 10 contains 42708 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 203991 members 
Mstep: Class 13 contains 7288 members 
Mstep: Class 14 contains 78504 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 1880 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 33813 members 
Mstep: Class 19 contains 25873 members 
Mstep: Class 20 contains 177766 members 
Mstep: Class 21 contains 4209 members 
Mstep: Class 22 contains 3188 members 
Mstep: Class 23 contains 649 members 
Mstep: Class 24 contains 138682 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133212928.000000 Penalty: 85826.195312
Iteration 49Q: 26 clusters Score -1.332129e+08 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 192187 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 15588 members 
Mstep: Class 7 contains 24940 members 
Mstep: Class 8 contains 40769 members 
Mstep: Class 9 contains 8556 members 
Mstep: Class 10 contains 42803 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 203932 members 
Mstep: Class 13 contains 7427 members 
Mstep: Class 14 contains 78441 members 
Mstep: Class 15 contains 9626 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34002 members 
Mstep: Class 19 contains 25797 members 
Mstep: Class 20 contains 177271 members 
Mstep: Class 21 contains 4217 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 138150 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133213328.000000 Penalty: 85826.195312
Iteration 50Q: 26 clusters Score -1.332133e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 192138 members 
Mstep: Class 4 contains 10482 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 15816 members 
Mstep: Class 7 contains 25062 members 
Mstep: Class 8 contains 40813 members 
Mstep: Class 9 contains 8643 members 
Mstep: Class 10 contains 42888 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 203904 members 
Mstep: Class 13 contains 7533 members 
Mstep: Class 14 contains 78384 members 
Mstep: Class 15 contains 9939 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34189 members 
Mstep: Class 19 contains 25719 members 
Mstep: Class 20 contains 176861 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 137564 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214160.000000 Penalty: 85826.195312
Iteration 51Q: 26 clusters Score -1.332142e+08 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 192092 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 16008 members 
Mstep: Class 7 contains 25181 members 
Mstep: Class 8 contains 40900 members 
Mstep: Class 9 contains 8712 members 
Mstep: Class 10 contains 42961 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 203898 members 
Mstep: Class 13 contains 7618 members 
Mstep: Class 14 contains 78330 members 
Mstep: Class 15 contains 10251 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34330 members 
Mstep: Class 19 contains 25638 members 
Mstep: Class 20 contains 176508 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 136983 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214552.000000 Penalty: 85826.195312
Iteration 52Q: 26 clusters Score -1.332146e+08 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 192071 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 16167 members 
Mstep: Class 7 contains 25289 members 
Mstep: Class 8 contains 41021 members 
Mstep: Class 9 contains 8764 members 
Mstep: Class 10 contains 43006 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 203866 members 
Mstep: Class 13 contains 7686 members 
Mstep: Class 14 contains 78308 members 
Mstep: Class 15 contains 10590 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34464 members 
Mstep: Class 19 contains 25577 members 
Mstep: Class 20 contains 176157 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 3381 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 136400 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214968.000000 Penalty: 85826.195312
Iteration 53Q: 26 clusters Score -1.33215e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 192034 members 
Mstep: Class 4 contains 10436 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 16332 members 
Mstep: Class 7 contains 25391 members 
Mstep: Class 8 contains 41134 members 
Mstep: Class 9 contains 8810 members 
Mstep: Class 10 contains 43068 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 203756 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 78282 members 
Mstep: Class 15 contains 10946 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34577 members 
Mstep: Class 19 contains 25525 members 
Mstep: Class 20 contains 175898 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 3417 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 135841 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214840.000000 Penalty: 85826.195312
Iteration 54Q: 26 clusters Score -1.332148e+08 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 192001 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 16476 members 
Mstep: Class 7 contains 25501 members 
Mstep: Class 8 contains 41242 members 
Mstep: Class 9 contains 8836 members 
Mstep: Class 10 contains 43128 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 203578 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 78206 members 
Mstep: Class 15 contains 11323 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34681 members 
Mstep: Class 19 contains 25493 members 
Mstep: Class 20 contains 175828 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 3441 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 135228 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133215232.000000 Penalty: 85826.195312
Iteration 55Q: 26 clusters Score -1.332152e+08 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 191978 members 
Mstep: Class 4 contains 10416 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 25587 members 
Mstep: Class 8 contains 41357 members 
Mstep: Class 9 contains 8859 members 
Mstep: Class 10 contains 43184 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 203378 members 
Mstep: Class 13 contains 7861 members 
Mstep: Class 14 contains 78126 members 
Mstep: Class 15 contains 11732 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34762 members 
Mstep: Class 19 contains 25457 members 
Mstep: Class 20 contains 175839 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 3462 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 134580 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133215720.000000 Penalty: 85826.195312
Iteration 56Q: 26 clusters Score -1.332157e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 191949 members 
Mstep: Class 4 contains 10409 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 16729 members 
Mstep: Class 7 contains 25655 members 
Mstep: Class 8 contains 41480 members 
Mstep: Class 9 contains 8885 members 
Mstep: Class 10 contains 43224 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 203174 members 
Mstep: Class 13 contains 7913 members 
Mstep: Class 14 contains 78062 members 
Mstep: Class 15 contains 12189 members 
Mstep: Class 16 contains 1924 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34834 members 
Mstep: Class 19 contains 25420 members 
Mstep: Class 20 contains 175922 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 3486 members 
Mstep: Class 23 contains 675 members 
Mstep: Class 24 contains 133865 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216136.000000 Penalty: 85826.195312
Iteration 57Q: 26 clusters Score -1.332161e+08 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 191926 members 
Mstep: Class 4 contains 10402 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 16849 members 
Mstep: Class 7 contains 25719 members 
Mstep: Class 8 contains 41612 members 
Mstep: Class 9 contains 8900 members 
Mstep: Class 10 contains 43261 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 202944 members 
Mstep: Class 13 contains 7966 members 
Mstep: Class 14 contains 77935 members 
Mstep: Class 15 contains 12667 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34898 members 
Mstep: Class 19 contains 25397 members 
Mstep: Class 20 contains 176129 members 
Mstep: Class 21 contains 4241 members 
Mstep: Class 22 contains 3506 members 
Mstep: Class 23 contains 681 members 
Mstep: Class 24 contains 133066 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216440.000000 Penalty: 85826.195312
Iteration 58Q: 26 clusters Score -1.332164e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 191907 members 
Mstep: Class 4 contains 10396 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 16949 members 
Mstep: Class 7 contains 25788 members 
Mstep: Class 8 contains 41777 members 
Mstep: Class 9 contains 8905 members 
Mstep: Class 10 contains 43304 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 202703 members 
Mstep: Class 13 contains 8007 members 
Mstep: Class 14 contains 77732 members 
Mstep: Class 15 contains 13163 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 34979 members 
Mstep: Class 19 contains 25367 members 
Mstep: Class 20 contains 176410 members 
Mstep: Class 21 contains 4255 members 
Mstep: Class 22 contains 3511 members 
Mstep: Class 23 contains 685 members 
Mstep: Class 24 contains 132258 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217104.000000 Penalty: 85826.195312
Iteration 59Q: 26 clusters Score -1.332171e+08 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 191879 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17037 members 
Mstep: Class 7 contains 25841 members 
Mstep: Class 8 contains 41990 members 
Mstep: Class 9 contains 8907 members 
Mstep: Class 10 contains 43324 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 202477 members 
Mstep: Class 13 contains 8038 members 
Mstep: Class 14 contains 77488 members 
Mstep: Class 15 contains 13604 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35051 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 176804 members 
Mstep: Class 21 contains 4267 members 
Mstep: Class 22 contains 3521 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 131432 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218160.000000 Penalty: 85826.195312
Iteration 60F: 26 clusters Score -1.332182e+08 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 191848 members 
Mstep: Class 4 contains 10387 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17129 members 
Mstep: Class 7 contains 25897 members 
Mstep: Class 8 contains 42235 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 43356 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 202199 members 
Mstep: Class 13 contains 8080 members 
Mstep: Class 14 contains 77238 members 
Mstep: Class 15 contains 14127 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35105 members 
Mstep: Class 19 contains 25341 members 
Mstep: Class 20 contains 177210 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 130518 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218896.000000 Penalty: 85826.195312
Iteration 61Q: 26 clusters Score -1.332189e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 191816 members 
Mstep: Class 4 contains 10381 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17214 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 42520 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 43390 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 201924 members 
Mstep: Class 13 contains 8141 members 
Mstep: Class 14 contains 76978 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35165 members 
Mstep: Class 19 contains 25336 members 
Mstep: Class 20 contains 177622 members 
Mstep: Class 21 contains 4291 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 129473 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219568.000000 Penalty: 85826.195312
Iteration 62Q: 26 clusters Score -1.332196e+08 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 191764 members 
Mstep: Class 4 contains 10378 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17275 members 
Mstep: Class 7 contains 25978 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 43420 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 201751 members 
Mstep: Class 13 contains 8198 members 
Mstep: Class 14 contains 76747 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35202 members 
Mstep: Class 19 contains 25333 members 
Mstep: Class 20 contains 178034 members 
Mstep: Class 21 contains 4312 members 
Mstep: Class 22 contains 3574 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 128319 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220528.000000 Penalty: 85826.195312
Iteration 63Q: 26 clusters Score -1.332205e+08 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 191715 members 
Mstep: Class 4 contains 10373 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 26036 members 
Mstep: Class 8 contains 43061 members 
Mstep: Class 9 contains 8914 members 
Mstep: Class 10 contains 43451 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 201599 members 
Mstep: Class 13 contains 8242 members 
Mstep: Class 14 contains 76459 members 
Mstep: Class 15 contains 16197 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35281 members 
Mstep: Class 19 contains 25332 members 
Mstep: Class 20 contains 178492 members 
Mstep: Class 21 contains 4345 members 
Mstep: Class 22 contains 3595 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 127006 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133221056.000000 Penalty: 85826.195312
Iteration 64Q: 26 clusters Score -1.332211e+08 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 191679 members 
Mstep: Class 4 contains 10362 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17387 members 
Mstep: Class 7 contains 26088 members 
Mstep: Class 8 contains 43358 members 
Mstep: Class 9 contains 8897 members 
Mstep: Class 10 contains 43470 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 201480 members 
Mstep: Class 13 contains 8284 members 
Mstep: Class 14 contains 76133 members 
Mstep: Class 15 contains 17033 members 
Mstep: Class 16 contains 1948 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35336 members 
Mstep: Class 19 contains 25334 members 
Mstep: Class 20 contains 179008 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 3614 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 125547 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222256.000000 Penalty: 85826.195312
Iteration 65Q: 26 clusters Score -1.332223e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 191625 members 
Mstep: Class 4 contains 10357 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17445 members 
Mstep: Class 7 contains 26140 members 
Mstep: Class 8 contains 43647 members 
Mstep: Class 9 contains 8889 members 
Mstep: Class 10 contains 43493 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 201309 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 75744 members 
Mstep: Class 15 contains 17972 members 
Mstep: Class 16 contains 1950 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35396 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 20 contains 179631 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 3629 members 
Mstep: Class 23 contains 715 members 
Mstep: Class 24 contains 123991 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222560.000000 Penalty: 85826.195312
Iteration 66Q: 26 clusters Score -1.332226e+08 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 191588 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17493 members 
Mstep: Class 7 contains 26189 members 
Mstep: Class 8 contains 43957 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 43536 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 201094 members 
Mstep: Class 13 contains 8389 members 
Mstep: Class 14 contains 75323 members 
Mstep: Class 15 contains 18977 members 
Mstep: Class 16 contains 1950 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35448 members 
Mstep: Class 19 contains 25300 members 
Mstep: Class 20 contains 180370 members 
Mstep: Class 21 contains 4522 members 
Mstep: Class 22 contains 3647 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 122338 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223448.000000 Penalty: 85826.195312
Iteration 67Q: 26 clusters Score -1.332234e+08 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 191577 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17537 members 
Mstep: Class 7 contains 26236 members 
Mstep: Class 8 contains 44301 members 
Mstep: Class 9 contains 8870 members 
Mstep: Class 10 contains 43577 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 200877 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 74851 members 
Mstep: Class 15 contains 20023 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35475 members 
Mstep: Class 19 contains 25271 members 
Mstep: Class 20 contains 181182 members 
Mstep: Class 21 contains 4563 members 
Mstep: Class 22 contains 3661 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 120592 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223640.000000 Penalty: 85826.195312
Iteration 68Q: 26 clusters Score -1.332236e+08 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 191552 members 
Mstep: Class 4 contains 10326 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17567 members 
Mstep: Class 7 contains 26277 members 
Mstep: Class 8 contains 44702 members 
Mstep: Class 9 contains 8861 members 
Mstep: Class 10 contains 43602 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 200736 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 14 contains 74366 members 
Mstep: Class 15 contains 21112 members 
Mstep: Class 16 contains 1959 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35494 members 
Mstep: Class 19 contains 25257 members 
Mstep: Class 20 contains 181975 members 
Mstep: Class 21 contains 4605 members 
Mstep: Class 22 contains 3684 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 118736 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224400.000000 Penalty: 85826.195312
Iteration 69Q: 26 clusters Score -1.332244e+08 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 191522 members 
Mstep: Class 4 contains 10316 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17613 members 
Mstep: Class 7 contains 26312 members 
Mstep: Class 8 contains 45156 members 
Mstep: Class 9 contains 8858 members 
Mstep: Class 10 contains 43625 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 200580 members 
Mstep: Class 13 contains 8587 members 
Mstep: Class 14 contains 73882 members 
Mstep: Class 15 contains 22305 members 
Mstep: Class 16 contains 1964 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35516 members 
Mstep: Class 19 contains 25247 members 
Mstep: Class 20 contains 182746 members 
Mstep: Class 21 contains 4645 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 727 members 
Mstep: Class 24 contains 116748 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225472.000000 Penalty: 85826.195312
Iteration 70Q: 26 clusters Score -1.332255e+08 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 191464 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17662 members 
Mstep: Class 7 contains 26353 members 
Mstep: Class 8 contains 45598 members 
Mstep: Class 9 contains 8848 members 
Mstep: Class 10 contains 43641 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 200567 members 
Mstep: Class 13 contains 8643 members 
Mstep: Class 14 contains 73365 members 
Mstep: Class 15 contains 23550 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35547 members 
Mstep: Class 19 contains 25235 members 
Mstep: Class 20 contains 183374 members 
Mstep: Class 21 contains 4686 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 732 members 
Mstep: Class 24 contains 114777 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227200.000000 Penalty: 85826.195312
Iteration 71Q: 26 clusters Score -1.332272e+08 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 191400 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17710 members 
Mstep: Class 7 contains 26388 members 
Mstep: Class 8 contains 46020 members 
Mstep: Class 9 contains 8825 members 
Mstep: Class 10 contains 43665 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 200601 members 
Mstep: Class 13 contains 8702 members 
Mstep: Class 14 contains 72862 members 
Mstep: Class 15 contains 24819 members 
Mstep: Class 16 contains 1972 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35559 members 
Mstep: Class 19 contains 25249 members 
Mstep: Class 20 contains 183907 members 
Mstep: Class 21 contains 4741 members 
Mstep: Class 22 contains 3777 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 112820 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228240.000000 Penalty: 85826.195312
Iteration 72Q: 26 clusters Score -1.332282e+08 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 191356 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 26425 members 
Mstep: Class 8 contains 46501 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 43687 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 200746 members 
Mstep: Class 13 contains 8756 members 
Mstep: Class 14 contains 72355 members 
Mstep: Class 15 contains 26045 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 25253 members 
Mstep: Class 20 contains 184369 members 
Mstep: Class 21 contains 4786 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 110814 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229296.000000 Penalty: 85826.195312
Iteration 73Q: 26 clusters Score -1.332293e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 191307 members 
Mstep: Class 4 contains 10298 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17750 members 
Mstep: Class 7 contains 26437 members 
Mstep: Class 8 contains 46994 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 43698 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 200995 members 
Mstep: Class 13 contains 8820 members 
Mstep: Class 14 contains 71861 members 
Mstep: Class 15 contains 27265 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35609 members 
Mstep: Class 19 contains 25255 members 
Mstep: Class 20 contains 184740 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 3852 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 108806 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230592.000000 Penalty: 85826.195312
Iteration 74Q: 26 clusters Score -1.332306e+08 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 191232 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17769 members 
Mstep: Class 7 contains 26453 members 
Mstep: Class 8 contains 47518 members 
Mstep: Class 9 contains 8824 members 
Mstep: Class 10 contains 43694 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 201472 members 
Mstep: Class 13 contains 8876 members 
Mstep: Class 14 contains 71331 members 
Mstep: Class 15 contains 28422 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35622 members 
Mstep: Class 19 contains 25230 members 
Mstep: Class 20 contains 185031 members 
Mstep: Class 21 contains 4857 members 
Mstep: Class 22 contains 3890 members 
Mstep: Class 23 contains 743 members 
Mstep: Class 24 contains 106810 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231496.000000 Penalty: 85826.195312
Iteration 75Q: 26 clusters Score -1.332315e+08 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 191172 members 
Mstep: Class 4 contains 10280 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17795 members 
Mstep: Class 7 contains 26464 members 
Mstep: Class 8 contains 48079 members 
Mstep: Class 9 contains 8835 members 
Mstep: Class 10 contains 43699 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 201887 members 
Mstep: Class 13 contains 8929 members 
Mstep: Class 14 contains 70809 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35632 members 
Mstep: Class 19 contains 25234 members 
Mstep: Class 20 contains 185286 members 
Mstep: Class 21 contains 4899 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 743 members 
Mstep: Class 24 contains 104867 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133232160.000000 Penalty: 85826.195312
Iteration 76Q: 26 clusters Score -1.332322e+08 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 191113 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17834 members 
Mstep: Class 7 contains 26479 members 
Mstep: Class 8 contains 48671 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 43704 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 202336 members 
Mstep: Class 13 contains 8997 members 
Mstep: Class 14 contains 70268 members 
Mstep: Class 15 contains 30473 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35615 members 
Mstep: Class 19 contains 25240 members 
Mstep: Class 20 contains 185496 members 
Mstep: Class 21 contains 4923 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 745 members 
Mstep: Class 24 contains 103077 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233376.000000 Penalty: 85826.195312
Iteration 77Q: 26 clusters Score -1.332334e+08 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 191057 members 
Mstep: Class 4 contains 10269 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 17869 members 
Mstep: Class 7 contains 26486 members 
Mstep: Class 8 contains 49271 members 
Mstep: Class 9 contains 8857 members 
Mstep: Class 10 contains 43714 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 202709 members 
Mstep: Class 13 contains 9062 members 
Mstep: Class 14 contains 69735 members 
Mstep: Class 15 contains 31359 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35574 members 
Mstep: Class 19 contains 25254 members 
Mstep: Class 20 contains 185705 members 
Mstep: Class 21 contains 4928 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 745 members 
Mstep: Class 24 contains 101464 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233688.000000 Penalty: 85826.195312
Iteration 78Q: 26 clusters Score -1.332337e+08 nChanged 4885
Entering ConstructFrom: 
Score: -133233688.000000 Penalty: 85826.195312
Entering ConstructFrom: 
Trying to split cluster 1 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -347010.375000 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -347010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -343876.437500 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -343876.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -344473.343750 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -344473.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -344611.343750 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -344611.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -344693.937500 Penalty: 3940.116211
	Iteration 3Q: 3 clusters Score -344693.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -344744.218750 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -344744.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -344791.343750 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -344791.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -344846.562500 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -344846.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -344909.437500 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -344909.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -344970.781250 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -344970.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -345014.687500 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -345014.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -345070.218750 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -345070.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -345122.406250 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -345122.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -345181.781250 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -345181.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -345214.000000 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -345214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -345247.281250 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -345247.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -345272.593750 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -345272.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -345302.875000 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -345302.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -345329.437500 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -345329.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -345351.406250 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -345351.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -345371.375000 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -345371.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -345394.812500 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -345394.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -345419.562500 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -345419.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -345443.156250 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -345443.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -345461.593750 Penalty: 3940.116211
	Iteration 23Q: 3 clusters Score -345461.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -345476.250000 Penalty: 3940.116211
	Iteration 24Q: 3 clusters Score -345476.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -345486.468750 Penalty: 3940.116211
	Iteration 25Q: 3 clusters Score -345486.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -345496.375000 Penalty: 3940.116211
	Iteration 26Q: 3 clusters Score -345496.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -345501.937500 Penalty: 3940.116211
	Iteration 27Q: 3 clusters Score -345501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -345508.562500 Penalty: 3940.116211
	Iteration 28Q: 3 clusters Score -345508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -345516.406250 Penalty: 3940.116211
	Iteration 29Q: 3 clusters Score -345516.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -345524.562500 Penalty: 3940.116211
	Iteration 30Q: 3 clusters Score -345524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -345529.875000 Penalty: 3940.116211
	Iteration 31Q: 3 clusters Score -345529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -345533.031250 Penalty: 3940.116211
	Iteration 32Q: 3 clusters Score -345533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -345536.937500 Penalty: 3940.116211
	Iteration 33Q: 3 clusters Score -345536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -345539.593750 Penalty: 3940.116211
	Iteration 34Q: 3 clusters Score -345539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -345541.875000 Penalty: 3940.116211
	Iteration 35Q: 3 clusters Score -345541.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -345544.937500 Penalty: 3940.116211
	Iteration 36Q: 3 clusters Score -345544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -345546.406250 Penalty: 3940.116211
	Iteration 37Q: 3 clusters Score -345546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -345546.406250 Penalty: 3940.116211
	Iteration 38F: 3 clusters Score -345546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -266243.812500 Penalty: 1895.940063
	Iteration 0F: 2 clusters Score -266243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -263549.750000 Penalty: 3791.880127
	Iteration 0F: 3 clusters Score -263549.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -264094.531250 Penalty: 3791.880127
	Iteration 1F: 3 clusters Score -264094.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -264263.906250 Penalty: 3791.880127
	Iteration 2F: 3 clusters Score -264263.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -264380.843750 Penalty: 3791.880127
	Iteration 3F: 3 clusters Score -264380.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -264480.781250 Penalty: 3791.880127
	Iteration 4Q: 3 clusters Score -264480.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -264587.593750 Penalty: 3791.880127
	Iteration 5Q: 3 clusters Score -264587.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -264674.000000 Penalty: 3791.880127
	Iteration 6Q: 3 clusters Score -264674 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -264773.437500 Penalty: 3791.880127
	Iteration 7Q: 3 clusters Score -264773.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264868.562500 Penalty: 3791.880127
	Iteration 8Q: 3 clusters Score -264868.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -264948.031250 Penalty: 3791.880127
	Iteration 9Q: 3 clusters Score -264948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -265029.937500 Penalty: 3791.880127
	Iteration 10Q: 3 clusters Score -265029.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -265099.406250 Penalty: 3791.880127
	Iteration 11Q: 3 clusters Score -265099.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -265167.875000 Penalty: 3791.880127
	Iteration 12Q: 3 clusters Score -265167.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -265234.281250 Penalty: 3791.880127
	Iteration 13Q: 3 clusters Score -265234.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -265296.250000 Penalty: 3791.880127
	Iteration 14Q: 3 clusters Score -265296.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -265345.312500 Penalty: 3791.880127
	Iteration 15Q: 3 clusters Score -265345.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -265395.031250 Penalty: 3791.880127
	Iteration 16Q: 3 clusters Score -265395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -265460.062500 Penalty: 3791.880127
	Iteration 17Q: 3 clusters Score -265460.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -265517.093750 Penalty: 3791.880127
	Iteration 18Q: 3 clusters Score -265517.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -265581.437500 Penalty: 3791.880127
	Iteration 19Q: 3 clusters Score -265581.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -265665.906250 Penalty: 3791.880127
	Iteration 20F: 3 clusters Score -265665.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -265765.656250 Penalty: 3791.880127
	Iteration 21Q: 3 clusters Score -265765.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -265833.281250 Penalty: 3791.880127
	Iteration 22Q: 3 clusters Score -265833.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -265862.312500 Penalty: 3791.880127
	Iteration 23Q: 3 clusters Score -265862.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -265875.343750 Penalty: 3791.880127
	Iteration 24Q: 3 clusters Score -265875.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -265881.937500 Penalty: 3791.880127
	Iteration 25Q: 3 clusters Score -265881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -265887.312500 Penalty: 3791.880127
	Iteration 26Q: 3 clusters Score -265887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -265892.500000 Penalty: 3791.880127
	Iteration 27Q: 3 clusters Score -265892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -265896.812500 Penalty: 3791.880127
	Iteration 28Q: 3 clusters Score -265896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -265899.656250 Penalty: 3791.880127
	Iteration 29Q: 3 clusters Score -265899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -265903.531250 Penalty: 3791.880127
	Iteration 30Q: 3 clusters Score -265903.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -265906.125000 Penalty: 3791.880127
	Iteration 31Q: 3 clusters Score -265906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -265907.593750 Penalty: 3791.880127
	Iteration 32Q: 3 clusters Score -265907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -265907.593750 Penalty: 3791.880127
	Iteration 33F: 3 clusters Score -265907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (191008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191008 members 
Entering Unmasked Estep 
Score: -25273158.000000 Penalty: 3015.697510
	Iteration 0F: 2 clusters Score -2.527316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -25164754.000000 Penalty: 6031.395020
	Iteration 0F: 3 clusters Score -2.516475e+07 nChanged 91692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -25217520.000000 Penalty: 6031.395020
	Iteration 1F: 3 clusters Score -2.521752e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93800 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -25218242.000000 Penalty: 6031.395020
	Iteration 2Q: 3 clusters Score -2.521824e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -25219406.000000 Penalty: 6031.395020
	Iteration 3Q: 3 clusters Score -2.521941e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 99870 members 
Entering Unmasked Estep 
Score: -25221038.000000 Penalty: 6031.395020
	Iteration 4Q: 3 clusters Score -2.522104e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 102472 members 
Entering Unmasked Estep 
Score: -25223180.000000 Penalty: 6031.395020
	Iteration 5Q: 3 clusters Score -2.522318e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 106224 members 
Entering Unmasked Estep 
Score: -25226606.000000 Penalty: 6031.395020
	Iteration 6Q: 3 clusters Score -2.522661e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 111511 members 
Entering Unmasked Estep 
Score: -25231816.000000 Penalty: 6031.395020
	Iteration 7F: 3 clusters Score -2.523182e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 118240 members 
Entering Unmasked Estep 
Score: -25238854.000000 Penalty: 6031.395020
	Iteration 8F: 3 clusters Score -2.523885e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 125544 members 
Entering Unmasked Estep 
Score: -25246904.000000 Penalty: 6031.395020
	Iteration 9F: 3 clusters Score -2.52469e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -25254388.000000 Penalty: 6031.395020
	Iteration 10F: 3 clusters Score -2.525439e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 136689 members 
Entering Unmasked Estep 
Score: -25259646.000000 Penalty: 6031.395020
	Iteration 11F: 3 clusters Score -2.525965e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 139713 members 
Entering Unmasked Estep 
Score: -25262730.000000 Penalty: 6031.395020
	Iteration 12Q: 3 clusters Score -2.526273e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 141826 members 
Entering Unmasked Estep 
Score: -25264302.000000 Penalty: 6031.395020
	Iteration 13Q: 3 clusters Score -2.52643e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 143375 members 
Entering Unmasked Estep 
Score: -25265158.000000 Penalty: 6031.395020
	Iteration 14Q: 3 clusters Score -2.526516e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 144649 members 
Entering Unmasked Estep 
Score: -25265492.000000 Penalty: 6031.395020
	Iteration 15Q: 3 clusters Score -2.526549e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 145726 members 
Entering Unmasked Estep 
Score: -25265690.000000 Penalty: 6031.395020
	Iteration 16Q: 3 clusters Score -2.526569e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 146795 members 
Entering Unmasked Estep 
Score: -25265902.000000 Penalty: 6031.395020
	Iteration 17Q: 3 clusters Score -2.52659e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 147839 members 
Entering Unmasked Estep 
Score: -25266048.000000 Penalty: 6031.395020
	Iteration 18Q: 3 clusters Score -2.526605e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -25266172.000000 Penalty: 6031.395020
	Iteration 19Q: 3 clusters Score -2.526617e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -25266348.000000 Penalty: 6031.395020
	Iteration 20F: 3 clusters Score -2.526635e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -25266718.000000 Penalty: 6031.395020
	Iteration 21Q: 3 clusters Score -2.526672e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -25267058.000000 Penalty: 6031.395020
	Iteration 22Q: 3 clusters Score -2.526706e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 153286 members 
Entering Unmasked Estep 
Score: -25267406.000000 Penalty: 6031.395020
	Iteration 23Q: 3 clusters Score -2.526741e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 154461 members 
Entering Unmasked Estep 
Score: -25267762.000000 Penalty: 6031.395020
	Iteration 24Q: 3 clusters Score -2.526776e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -25268064.000000 Penalty: 6031.395020
	Iteration 25Q: 3 clusters Score -2.526806e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 157028 members 
Entering Unmasked Estep 
Score: -25268420.000000 Penalty: 6031.395020
	Iteration 26Q: 3 clusters Score -2.526842e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -25268838.000000 Penalty: 6031.395020
	Iteration 27Q: 3 clusters Score -2.526884e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 159852 members 
Entering Unmasked Estep 
Score: -25269170.000000 Penalty: 6031.395020
	Iteration 28Q: 3 clusters Score -2.526917e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -25269580.000000 Penalty: 6031.395020
	Iteration 29Q: 3 clusters Score -2.526958e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 162686 members 
Entering Unmasked Estep 
Score: -25269858.000000 Penalty: 6031.395020
	Iteration 30Q: 3 clusters Score -2.526986e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 164135 members 
Entering Unmasked Estep 
Score: -25270114.000000 Penalty: 6031.395020
	Iteration 31Q: 3 clusters Score -2.527011e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 165587 members 
Entering Unmasked Estep 
Score: -25270458.000000 Penalty: 6031.395020
	Iteration 32Q: 3 clusters Score -2.527046e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -25270768.000000 Penalty: 6031.395020
	Iteration 33Q: 3 clusters Score -2.527077e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -25271164.000000 Penalty: 6031.395020
	Iteration 34Q: 3 clusters Score -2.527116e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 169804 members 
Entering Unmasked Estep 
Score: -25271486.000000 Penalty: 6031.395020
	Iteration 35Q: 3 clusters Score -2.527149e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 171088 members 
Entering Unmasked Estep 
Score: -25271778.000000 Penalty: 6031.395020
	Iteration 36Q: 3 clusters Score -2.527178e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 172353 members 
Entering Unmasked Estep 
Score: -25272136.000000 Penalty: 6031.395020
	Iteration 37Q: 3 clusters Score -2.527214e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 173564 members 
Entering Unmasked Estep 
Score: -25272434.000000 Penalty: 6031.395020
	Iteration 38Q: 3 clusters Score -2.527243e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -25272760.000000 Penalty: 6031.395020
	Iteration 39Q: 3 clusters Score -2.527276e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 175767 members 
Entering Unmasked Estep 
Score: -25272964.000000 Penalty: 6031.395020
	Iteration 40F: 3 clusters Score -2.527296e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 176809 members 
Entering Unmasked Estep 
Score: -25273128.000000 Penalty: 6031.395020
	Iteration 41Q: 3 clusters Score -2.527313e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 177813 members 
Entering Unmasked Estep 
Score: -25273304.000000 Penalty: 6031.395020
	Iteration 42Q: 3 clusters Score -2.52733e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 178703 members 
Entering Unmasked Estep 
Score: -25273512.000000 Penalty: 6031.395020
	Iteration 43Q: 3 clusters Score -2.527351e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 179552 members 
Entering Unmasked Estep 
Score: -25273614.000000 Penalty: 6031.395020
	Iteration 44Q: 3 clusters Score -2.527361e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 180304 members 
Entering Unmasked Estep 
Score: -25273700.000000 Penalty: 6031.395020
	Iteration 45Q: 3 clusters Score -2.52737e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 180959 members 
Entering Unmasked Estep 
Score: -25273724.000000 Penalty: 6031.395020
	Iteration 46Q: 3 clusters Score -2.527372e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 181613 members 
Entering Unmasked Estep 
Score: -25273772.000000 Penalty: 6031.395020
	Iteration 47Q: 3 clusters Score -2.527377e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 182197 members 
Entering Unmasked Estep 
Score: -25273666.000000 Penalty: 6031.395020
	Iteration 48Q: 3 clusters Score -2.527367e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 182747 members 
Entering Unmasked Estep 
Score: -25273678.000000 Penalty: 6031.395020
	Iteration 49Q: 3 clusters Score -2.527368e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -25273660.000000 Penalty: 6031.395020
	Iteration 50Q: 3 clusters Score -2.527366e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 183708 members 
Entering Unmasked Estep 
Score: -25273702.000000 Penalty: 6031.395020
	Iteration 51Q: 3 clusters Score -2.52737e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 184118 members 
Entering Unmasked Estep 
Score: -25273684.000000 Penalty: 6031.395020
	Iteration 52Q: 3 clusters Score -2.527368e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 184491 members 
Entering Unmasked Estep 
Score: -25273616.000000 Penalty: 6031.395020
	Iteration 53Q: 3 clusters Score -2.527362e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 184826 members 
Entering Unmasked Estep 
Score: -25273582.000000 Penalty: 6031.395020
	Iteration 54Q: 3 clusters Score -2.527358e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 185134 members 
Entering Unmasked Estep 
Score: -25273602.000000 Penalty: 6031.395020
	Iteration 55Q: 3 clusters Score -2.52736e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 185426 members 
Entering Unmasked Estep 
Score: -25273580.000000 Penalty: 6031.395020
	Iteration 56Q: 3 clusters Score -2.527358e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 185682 members 
Entering Unmasked Estep 
Score: -25273498.000000 Penalty: 6031.395020
	Iteration 57Q: 3 clusters Score -2.52735e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 185903 members 
Entering Unmasked Estep 
Score: -25273412.000000 Penalty: 6031.395020
	Iteration 58Q: 3 clusters Score -2.527341e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 186110 members 
Entering Unmasked Estep 
Score: -25273338.000000 Penalty: 6031.395020
	Iteration 59Q: 3 clusters Score -2.527334e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 186321 members 
Entering Unmasked Estep 
Score: -25273306.000000 Penalty: 6031.395020
	Iteration 60F: 3 clusters Score -2.527331e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 186496 members 
Entering Unmasked Estep 
Score: -25273296.000000 Penalty: 6031.395020
	Iteration 61Q: 3 clusters Score -2.52733e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 186633 members 
Entering Unmasked Estep 
Score: -25273244.000000 Penalty: 6031.395020
	Iteration 62Q: 3 clusters Score -2.527324e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 186763 members 
Entering Unmasked Estep 
Score: -25273280.000000 Penalty: 6031.395020
	Iteration 63Q: 3 clusters Score -2.527328e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 186866 members 
Entering Unmasked Estep 
Score: -25273284.000000 Penalty: 6031.395020
	Iteration 64Q: 3 clusters Score -2.527328e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 186953 members 
Entering Unmasked Estep 
Score: -25273274.000000 Penalty: 6031.395020
	Iteration 65Q: 3 clusters Score -2.527327e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 187032 members 
Entering Unmasked Estep 
Score: -25273222.000000 Penalty: 6031.395020
	Iteration 66Q: 3 clusters Score -2.527322e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 187107 members 
Entering Unmasked Estep 
Score: -25273192.000000 Penalty: 6031.395020
	Iteration 67Q: 3 clusters Score -2.527319e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 187173 members 
Entering Unmasked Estep 
Score: -25273170.000000 Penalty: 6031.395020
	Iteration 68Q: 3 clusters Score -2.527317e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 187244 members 
Entering Unmasked Estep 
Score: -25273128.000000 Penalty: 6031.395020
	Iteration 69Q: 3 clusters Score -2.527313e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 187314 members 
Entering Unmasked Estep 
Score: -25273092.000000 Penalty: 6031.395020
	Iteration 70Q: 3 clusters Score -2.527309e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 187378 members 
Entering Unmasked Estep 
Score: -25273096.000000 Penalty: 6031.395020
	Iteration 71Q: 3 clusters Score -2.52731e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 187438 members 
Entering Unmasked Estep 
Score: -25273064.000000 Penalty: 6031.395020
	Iteration 72Q: 3 clusters Score -2.527306e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 187487 members 
Entering Unmasked Estep 
Score: -25273020.000000 Penalty: 6031.395020
	Iteration 73Q: 3 clusters Score -2.527302e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 187533 members 
Entering Unmasked Estep 
Score: -25273050.000000 Penalty: 6031.395020
	Iteration 74Q: 3 clusters Score -2.527305e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 187576 members 
Entering Unmasked Estep 
Score: -25273020.000000 Penalty: 6031.395020
	Iteration 75Q: 3 clusters Score -2.527302e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 187615 members 
Entering Unmasked Estep 
Score: -25273020.000000 Penalty: 6031.395020
	Iteration 76Q: 3 clusters Score -2.527302e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 187660 members 
Entering Unmasked Estep 
Score: -25273056.000000 Penalty: 6031.395020
	Iteration 77Q: 3 clusters Score -2.527306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 187690 members 
Entering Unmasked Estep 
Score: -25273058.000000 Penalty: 6031.395020
	Iteration 78Q: 3 clusters Score -2.527306e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 187717 members 
Entering Unmasked Estep 
Score: -25273066.000000 Penalty: 6031.395020
	Iteration 79Q: 3 clusters Score -2.527307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 187741 members 
Entering Unmasked Estep 
Score: -25273056.000000 Penalty: 6031.395020
	Iteration 80F: 3 clusters Score -2.527306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 187760 members 
Entering Unmasked Estep 
Score: -25273042.000000 Penalty: 6031.395020
	Iteration 81Q: 3 clusters Score -2.527304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 187769 members 
Entering Unmasked Estep 
Score: -25273050.000000 Penalty: 6031.395020
	Iteration 82Q: 3 clusters Score -2.527305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 187780 members 
Entering Unmasked Estep 
Score: -25273026.000000 Penalty: 6031.395020
	Iteration 83Q: 3 clusters Score -2.527303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 187794 members 
Entering Unmasked Estep 
Score: -25273026.000000 Penalty: 6031.395020
	Iteration 84Q: 3 clusters Score -2.527303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 187804 members 
Entering Unmasked Estep 
Score: -25273000.000000 Penalty: 6031.395020
	Iteration 85Q: 3 clusters Score -2.5273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 187813 members 
Entering Unmasked Estep 
Score: -25273012.000000 Penalty: 6031.395020
	Iteration 86Q: 3 clusters Score -2.527301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 187821 members 
Entering Unmasked Estep 
Score: -25272990.000000 Penalty: 6031.395020
	Iteration 87Q: 3 clusters Score -2.527299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 187832 members 
Entering Unmasked Estep 
Score: -25272994.000000 Penalty: 6031.395020
	Iteration 88Q: 3 clusters Score -2.527299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 187841 members 
Entering Unmasked Estep 
Score: -25273000.000000 Penalty: 6031.395020
	Iteration 89Q: 3 clusters Score -2.5273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 187853 members 
Entering Unmasked Estep 
Score: -25272998.000000 Penalty: 6031.395020
	Iteration 90Q: 3 clusters Score -2.5273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 187867 members 
Entering Unmasked Estep 
Score: -25272994.000000 Penalty: 6031.395020
	Iteration 91Q: 3 clusters Score -2.527299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 187875 members 
Entering Unmasked Estep 
Score: -25273006.000000 Penalty: 6031.395020
	Iteration 92Q: 3 clusters Score -2.527301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 187884 members 
Entering Unmasked Estep 
Score: -25272980.000000 Penalty: 6031.395020
	Iteration 93Q: 3 clusters Score -2.527298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 187891 members 
Entering Unmasked Estep 
Score: -25272994.000000 Penalty: 6031.395020
	Iteration 94Q: 3 clusters Score -2.527299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 187894 members 
Entering Unmasked Estep 
Score: -25272984.000000 Penalty: 6031.395020
	Iteration 95Q: 3 clusters Score -2.527298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 187901 members 
Entering Unmasked Estep 
Score: -25272978.000000 Penalty: 6031.395020
	Iteration 96Q: 3 clusters Score -2.527298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 187907 members 
Entering Unmasked Estep 
Score: -25272950.000000 Penalty: 6031.395020
	Iteration 97Q: 3 clusters Score -2.527295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 187914 members 
Entering Unmasked Estep 
Score: -25272964.000000 Penalty: 6031.395020
	Iteration 98Q: 3 clusters Score -2.527296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 187920 members 
Entering Unmasked Estep 
Score: -25272948.000000 Penalty: 6031.395020
	Iteration 99Q: 3 clusters Score -2.527295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 187923 members 
Entering Unmasked Estep 
Score: -25272938.000000 Penalty: 6031.395020
	Iteration 100F: 3 clusters Score -2.527294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 187929 members 
Entering Unmasked Estep 
Score: -25272954.000000 Penalty: 6031.395020
	Iteration 101Q: 3 clusters Score -2.527295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 187932 members 
Entering Unmasked Estep 
Score: -25272948.000000 Penalty: 6031.395020
	Iteration 102Q: 3 clusters Score -2.527295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 187933 members 
Entering Unmasked Estep 
Score: -25272938.000000 Penalty: 6031.395020
	Iteration 103Q: 3 clusters Score -2.527294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 187933 members 
Entering Unmasked Estep 
Score: -25272944.000000 Penalty: 6031.395020
	Iteration 104Q: 3 clusters Score -2.527294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 187934 members 
Entering Unmasked Estep 
Score: -25272968.000000 Penalty: 6031.395020
	Iteration 105Q: 3 clusters Score -2.527297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 187935 members 
Entering Unmasked Estep 
Score: -25272952.000000 Penalty: 6031.395020
	Iteration 106Q: 3 clusters Score -2.527295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 187935 members 
Entering Unmasked Estep 
Score: -25272952.000000 Penalty: 6031.395020
	Iteration 107F: 3 clusters Score -2.527295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Entering Unmasked Estep 
Score: -1322552.250000 Penalty: 2290.529785
	Iteration 0F: 2 clusters Score -1322552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1314801.750000 Penalty: 4581.059570
	Iteration 0F: 3 clusters Score -1314802 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1317002.250000 Penalty: 4581.059570
	Iteration 1F: 3 clusters Score -1317002 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1317249.500000 Penalty: 4581.059570
	Iteration 2F: 3 clusters Score -1317250 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1317425.000000 Penalty: 4581.059570
	Iteration 3Q: 3 clusters Score -1317425 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1317542.125000 Penalty: 4581.059570
	Iteration 4Q: 3 clusters Score -1317542 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1317631.625000 Penalty: 4581.059570
	Iteration 5Q: 3 clusters Score -1317632 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1317721.125000 Penalty: 4581.059570
	Iteration 6Q: 3 clusters Score -1317721 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1317811.875000 Penalty: 4581.059570
	Iteration 7Q: 3 clusters Score -1317812 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1317887.750000 Penalty: 4581.059570
	Iteration 8Q: 3 clusters Score -1317888 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1317954.875000 Penalty: 4581.059570
	Iteration 9Q: 3 clusters Score -1317955 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1318009.000000 Penalty: 4581.059570
	Iteration 10Q: 3 clusters Score -1318009 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1318044.750000 Penalty: 4581.059570
	Iteration 11Q: 3 clusters Score -1318045 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1318098.125000 Penalty: 4581.059570
	Iteration 12Q: 3 clusters Score -1318098 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1318148.250000 Penalty: 4581.059570
	Iteration 13Q: 3 clusters Score -1318148 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1318200.125000 Penalty: 4581.059570
	Iteration 14Q: 3 clusters Score -1318200 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1318267.625000 Penalty: 4581.059570
	Iteration 15Q: 3 clusters Score -1318268 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1318329.875000 Penalty: 4581.059570
	Iteration 16Q: 3 clusters Score -1318330 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1318409.750000 Penalty: 4581.059570
	Iteration 17Q: 3 clusters Score -1318410 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1318511.375000 Penalty: 4581.059570
	Iteration 18Q: 3 clusters Score -1318511 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1318653.625000 Penalty: 4581.059570
	Iteration 19Q: 3 clusters Score -1318654 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1318861.875000 Penalty: 4581.059570
	Iteration 20F: 3 clusters Score -1318862 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1319125.000000 Penalty: 4581.059570
	Iteration 21Q: 3 clusters Score -1319125 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1319395.375000 Penalty: 4581.059570
	Iteration 22Q: 3 clusters Score -1319395 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1319640.500000 Penalty: 4581.059570
	Iteration 23Q: 3 clusters Score -1319640 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1319825.125000 Penalty: 4581.059570
	Iteration 24Q: 3 clusters Score -1319825 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1319977.000000 Penalty: 4581.059570
	Iteration 25Q: 3 clusters Score -1319977 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1320089.125000 Penalty: 4581.059570
	Iteration 26Q: 3 clusters Score -1320089 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1320160.000000 Penalty: 4581.059570
	Iteration 27Q: 3 clusters Score -1320160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1320215.375000 Penalty: 4581.059570
	Iteration 28Q: 3 clusters Score -1320215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1320253.375000 Penalty: 4581.059570
	Iteration 29Q: 3 clusters Score -1320253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1320285.625000 Penalty: 4581.059570
	Iteration 30Q: 3 clusters Score -1320286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1320323.500000 Penalty: 4581.059570
	Iteration 31Q: 3 clusters Score -1320324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1320347.875000 Penalty: 4581.059570
	Iteration 32Q: 3 clusters Score -1320348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1320363.000000 Penalty: 4581.059570
	Iteration 33Q: 3 clusters Score -1320363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1320370.750000 Penalty: 4581.059570
	Iteration 34Q: 3 clusters Score -1320371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1320382.000000 Penalty: 4581.059570
	Iteration 35Q: 3 clusters Score -1320382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1320389.500000 Penalty: 4581.059570
	Iteration 36Q: 3 clusters Score -1320390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1320397.750000 Penalty: 4581.059570
	Iteration 37Q: 3 clusters Score -1320398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1320399.000000 Penalty: 4581.059570
	Iteration 38Q: 3 clusters Score -1320399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1320404.500000 Penalty: 4581.059570
	Iteration 39Q: 3 clusters Score -1320404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1320405.750000 Penalty: 4581.059570
	Iteration 40F: 3 clusters Score -1320406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1320410.500000 Penalty: 4581.059570
	Iteration 41Q: 3 clusters Score -1320410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1320416.625000 Penalty: 4581.059570
	Iteration 42Q: 3 clusters Score -1320417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1320421.250000 Penalty: 4581.059570
	Iteration 43Q: 3 clusters Score -1320421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1320423.375000 Penalty: 4581.059570
	Iteration 44Q: 3 clusters Score -1320423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1320430.000000 Penalty: 4581.059570
	Iteration 45Q: 3 clusters Score -1320430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1320436.500000 Penalty: 4581.059570
	Iteration 46Q: 3 clusters Score -1320436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1320442.250000 Penalty: 4581.059570
	Iteration 47Q: 3 clusters Score -1320442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1320447.500000 Penalty: 4581.059570
	Iteration 48Q: 3 clusters Score -1320448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1320453.000000 Penalty: 4581.059570
	Iteration 49Q: 3 clusters Score -1320453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1320459.500000 Penalty: 4581.059570
	Iteration 50Q: 3 clusters Score -1320460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1320470.000000 Penalty: 4581.059570
	Iteration 51Q: 3 clusters Score -1320470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1320472.875000 Penalty: 4581.059570
	Iteration 52Q: 3 clusters Score -1320473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1320481.250000 Penalty: 4581.059570
	Iteration 53Q: 3 clusters Score -1320481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1320490.625000 Penalty: 4581.059570
	Iteration 54Q: 3 clusters Score -1320491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1320501.125000 Penalty: 4581.059570
	Iteration 55Q: 3 clusters Score -1320501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1320510.875000 Penalty: 4581.059570
	Iteration 56Q: 3 clusters Score -1320511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1320515.500000 Penalty: 4581.059570
	Iteration 57Q: 3 clusters Score -1320516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1320519.250000 Penalty: 4581.059570
	Iteration 58Q: 3 clusters Score -1320519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1320524.750000 Penalty: 4581.059570
	Iteration 59Q: 3 clusters Score -1320525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1320523.375000 Penalty: 4581.059570
	Iteration 60F: 3 clusters Score -1320523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -113711.453125 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -113711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -111851.500000 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -111851.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112778.898438 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -112778.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113586.945312 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -113586.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114402.226562 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -114402.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115084.453125 Penalty: 3447.604004
	Iteration 4F: 3 clusters Score -115084.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115545.234375 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -115545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115789.578125 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -115789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -115845.460938 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -115845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115880.296875 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -115880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115882.789062 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -115882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115910.968750 Penalty: 3447.604004
	Iteration 10F: 3 clusters Score -115911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116011.351562 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -116011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116030.101562 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -116030.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116030.101562 Penalty: 3447.604004
	Iteration 13F: 3 clusters Score -116030.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 191008 members 
Mstep: Class 4 contains 10260 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 17887 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 49841 members 
Mstep: Class 9 contains 8868 members 
Mstep: Class 10 contains 43741 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 203142 members 
Mstep: Class 13 contains 9133 members 
Mstep: Class 14 contains 69172 members 
Mstep: Class 15 contains 32093 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 25274 members 
Mstep: Class 20 contains 185873 members 
Mstep: Class 21 contains 4933 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 99984 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
Score: -133234112.000000 Penalty: 89259.242188
Splitting cluster 5 changes total score from -133233688.000000 to -133234112.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -2413755.250000 Penalty: 2428.373535
	Iteration 0F: 2 clusters Score -2413755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2401105.750000 Penalty: 4856.747070
	Iteration 0F: 3 clusters Score -2401106 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2405344.500000 Penalty: 4856.747070
	Iteration 1F: 3 clusters Score -2405344 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2405946.500000 Penalty: 4856.747070
	Iteration 2F: 3 clusters Score -2405946 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2406515.250000 Penalty: 4856.747070
	Iteration 3F: 3 clusters Score -2406515 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2407107.500000 Penalty: 4856.747070
	Iteration 4F: 3 clusters Score -2407108 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2407747.000000 Penalty: 4856.747070
	Iteration 5F: 3 clusters Score -2407747 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2408496.250000 Penalty: 4856.747070
	Iteration 6F: 3 clusters Score -2408496 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2409270.500000 Penalty: 4856.747070
	Iteration 7F: 3 clusters Score -2409270 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2410111.000000 Penalty: 4856.747070
	Iteration 8F: 3 clusters Score -2410111 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2410876.000000 Penalty: 4856.747070
	Iteration 9F: 3 clusters Score -2410876 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2411401.000000 Penalty: 4856.747070
	Iteration 10Q: 3 clusters Score -2411401 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2411799.500000 Penalty: 4856.747070
	Iteration 11Q: 3 clusters Score -2411800 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2412093.250000 Penalty: 4856.747070
	Iteration 12Q: 3 clusters Score -2412093 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2412300.750000 Penalty: 4856.747070
	Iteration 13Q: 3 clusters Score -2412301 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2412457.500000 Penalty: 4856.747070
	Iteration 14Q: 3 clusters Score -2412458 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2412561.000000 Penalty: 4856.747070
	Iteration 15Q: 3 clusters Score -2412561 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2412653.500000 Penalty: 4856.747070
	Iteration 16Q: 3 clusters Score -2412654 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2412717.750000 Penalty: 4856.747070
	Iteration 17Q: 3 clusters Score -2412718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2412763.250000 Penalty: 4856.747070
	Iteration 18Q: 3 clusters Score -2412763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2412793.500000 Penalty: 4856.747070
	Iteration 19Q: 3 clusters Score -2412794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2412818.500000 Penalty: 4856.747070
	Iteration 20F: 3 clusters Score -2412818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2412827.500000 Penalty: 4856.747070
	Iteration 21Q: 3 clusters Score -2412828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2412840.500000 Penalty: 4856.747070
	Iteration 22Q: 3 clusters Score -2412840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2412855.750000 Penalty: 4856.747070
	Iteration 23Q: 3 clusters Score -2412856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2412861.500000 Penalty: 4856.747070
	Iteration 24Q: 3 clusters Score -2412862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2412866.500000 Penalty: 4856.747070
	Iteration 25Q: 3 clusters Score -2412866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2412875.000000 Penalty: 4856.747070
	Iteration 26Q: 3 clusters Score -2412875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2412871.500000 Penalty: 4856.747070
	Iteration 27Q: 3 clusters Score -2412872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2412875.000000 Penalty: 4856.747070
	Iteration 28Q: 3 clusters Score -2412875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2412881.000000 Penalty: 4856.747070
	Iteration 29Q: 3 clusters Score -2412881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2412882.250000 Penalty: 4856.747070
	Iteration 30Q: 3 clusters Score -2412882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2412886.250000 Penalty: 4856.747070
	Iteration 31Q: 3 clusters Score -2412886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2412887.000000 Penalty: 4856.747070
	Iteration 32Q: 3 clusters Score -2412887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2412889.750000 Penalty: 4856.747070
	Iteration 33Q: 3 clusters Score -2412890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2412893.000000 Penalty: 4856.747070
	Iteration 34Q: 3 clusters Score -2412893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2412892.750000 Penalty: 4856.747070
	Iteration 35Q: 3 clusters Score -2412893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2412892.750000 Penalty: 4856.747070
	Iteration 36Q: 3 clusters Score -2412893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2412892.750000 Penalty: 4856.747070
	Iteration 37F: 3 clusters Score -2412893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Entering Unmasked Estep 
Score: -3575550.750000 Penalty: 2525.855225
	Iteration 0F: 2 clusters Score -3575551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3557221.250000 Penalty: 5051.710449
	Iteration 0F: 3 clusters Score -3557221 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3563479.500000 Penalty: 5051.710449
	Iteration 1F: 3 clusters Score -3563480 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3563892.750000 Penalty: 5051.710449
	Iteration 2Q: 3 clusters Score -3563893 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3564239.000000 Penalty: 5051.710449
	Iteration 3Q: 3 clusters Score -3564239 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3564542.250000 Penalty: 5051.710449
	Iteration 4Q: 3 clusters Score -3564542 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3564826.250000 Penalty: 5051.710449
	Iteration 5Q: 3 clusters Score -3564826 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3565139.000000 Penalty: 5051.710449
	Iteration 6Q: 3 clusters Score -3565139 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3565547.000000 Penalty: 5051.710449
	Iteration 7Q: 3 clusters Score -3565547 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3566083.500000 Penalty: 5051.710449
	Iteration 8Q: 3 clusters Score -3566084 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3566813.750000 Penalty: 5051.710449
	Iteration 9Q: 3 clusters Score -3566814 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3567826.250000 Penalty: 5051.710449
	Iteration 10F: 3 clusters Score -3567826 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3569161.500000 Penalty: 5051.710449
	Iteration 11F: 3 clusters Score -3569162 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3570503.000000 Penalty: 5051.710449
	Iteration 12F: 3 clusters Score -3570503 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3571654.500000 Penalty: 5051.710449
	Iteration 13Q: 3 clusters Score -3571654 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3572372.000000 Penalty: 5051.710449
	Iteration 14Q: 3 clusters Score -3572372 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3572763.750000 Penalty: 5051.710449
	Iteration 15Q: 3 clusters Score -3572764 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3572962.750000 Penalty: 5051.710449
	Iteration 16Q: 3 clusters Score -3572963 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3573087.750000 Penalty: 5051.710449
	Iteration 17Q: 3 clusters Score -3573088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3573155.750000 Penalty: 5051.710449
	Iteration 18Q: 3 clusters Score -3573156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3573201.750000 Penalty: 5051.710449
	Iteration 19Q: 3 clusters Score -3573202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3573235.500000 Penalty: 5051.710449
	Iteration 20F: 3 clusters Score -3573236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3573271.500000 Penalty: 5051.710449
	Iteration 21Q: 3 clusters Score -3573272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3573289.500000 Penalty: 5051.710449
	Iteration 22Q: 3 clusters Score -3573290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3573303.500000 Penalty: 5051.710449
	Iteration 23Q: 3 clusters Score -3573304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3573307.500000 Penalty: 5051.710449
	Iteration 24Q: 3 clusters Score -3573308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3573320.500000 Penalty: 5051.710449
	Iteration 25Q: 3 clusters Score -3573320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3573328.750000 Penalty: 5051.710449
	Iteration 26Q: 3 clusters Score -3573329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3573331.750000 Penalty: 5051.710449
	Iteration 27Q: 3 clusters Score -3573332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3573339.750000 Penalty: 5051.710449
	Iteration 28Q: 3 clusters Score -3573340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3573346.500000 Penalty: 5051.710449
	Iteration 29Q: 3 clusters Score -3573346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3573350.250000 Penalty: 5051.710449
	Iteration 30Q: 3 clusters Score -3573350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3573354.500000 Penalty: 5051.710449
	Iteration 31Q: 3 clusters Score -3573354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3573355.000000 Penalty: 5051.710449
	Iteration 32Q: 3 clusters Score -3573355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3573359.250000 Penalty: 5051.710449
	Iteration 33Q: 3 clusters Score -3573359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3573358.250000 Penalty: 5051.710449
	Iteration 34Q: 3 clusters Score -3573358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3573362.250000 Penalty: 5051.710449
	Iteration 35Q: 3 clusters Score -3573362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3573362.250000 Penalty: 5051.710449
	Iteration 36Q: 3 clusters Score -3573362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3573364.500000 Penalty: 5051.710449
	Iteration 37Q: 3 clusters Score -3573364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3573370.000000 Penalty: 5051.710449
	Iteration 38Q: 3 clusters Score -3573370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3573375.750000 Penalty: 5051.710449
	Iteration 39Q: 3 clusters Score -3573376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3573374.500000 Penalty: 5051.710449
	Iteration 40F: 3 clusters Score -3573374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Entering Unmasked Estep 
Score: -6446067.500000 Penalty: 2682.515137
	Iteration 0F: 2 clusters Score -6446068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6412563.000000 Penalty: 5365.030273
	Iteration 0F: 3 clusters Score -6412563 nChanged 22979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6425052.500000 Penalty: 5365.030273
	Iteration 1F: 3 clusters Score -6425052 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -6425530.000000 Penalty: 5365.030273
	Iteration 2Q: 3 clusters Score -6425530 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -6425930.000000 Penalty: 5365.030273
	Iteration 3Q: 3 clusters Score -6425930 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -6426423.000000 Penalty: 5365.030273
	Iteration 4Q: 3 clusters Score -6426423 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -6426873.000000 Penalty: 5365.030273
	Iteration 5Q: 3 clusters Score -6426873 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -6427378.000000 Penalty: 5365.030273
	Iteration 6Q: 3 clusters Score -6427378 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -6427914.500000 Penalty: 5365.030273
	Iteration 7Q: 3 clusters Score -6427914 nChanged 1860
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6428645 nChanged 1951
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6429394 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6430301 nChanged 2143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6431195 nChanged 2129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -6432174.000000 Penalty: 5365.030273
	Iteration 12Q: 3 clusters Score -6432174 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -6433042.000000 Penalty: 5365.030273
	Iteration 13Q: 3 clusters Score -6433042 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6433749.000000 Penalty: 5365.030273
	Iteration 14Q: 3 clusters Score -6433749 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -6434443.500000 Penalty: 5365.030273
	Iteration 15Q: 3 clusters Score -6434444 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -6435072.000000 Penalty: 5365.030273
	Iteration 16Q: 3 clusters Score -6435072 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -6435719.500000 Penalty: 5365.030273
	Iteration 17Q: 3 clusters Score -6435720 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -6436490.500000 Penalty: 5365.030273
	Iteration 18Q: 3 clusters Score -6436490 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -6437272.500000 Penalty: 5365.030273
	Iteration 19Q: 3 clusters Score -6437272 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -6438138.000000 Penalty: 5365.030273
	Iteration 20F: 3 clusters Score -6438138 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -6438954.000000 Penalty: 5365.030273
	Iteration 21Q: 3 clusters Score -6438954 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -6439647.000000 Penalty: 5365.030273
	Iteration 22Q: 3 clusters Score -6439647 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -6440263.000000 Penalty: 5365.030273
	Iteration 23Q: 3 clusters Score -6440263 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -6440787.500000 Penalty: 5365.030273
	Iteration 24Q: 3 clusters Score -6440788 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -6441230.500000 Penalty: 5365.030273
	Iteration 25Q: 3 clusters Score -6441230 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -6441629.500000 Penalty: 5365.030273
	Iteration 26Q: 3 clusters Score -6441630 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -6442011.500000 Penalty: 5365.030273
	Iteration 27Q: 3 clusters Score -6442012 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -6442372.000000 Penalty: 5365.030273
	Iteration 28Q: 3 clusters Score -6442372 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -6442692.500000 Penalty: 5365.030273
	Iteration 29Q: 3 clusters Score -6442692 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -6442918.500000 Penalty: 5365.030273
	Iteration 30Q: 3 clusters Score -6442918 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -6443157.000000 Penalty: 5365.030273
	Iteration 31Q: 3 clusters Score -6443157 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -6443343.000000 Penalty: 5365.030273
	Iteration 32Q: 3 clusters Score -6443343 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -6443485.500000 Penalty: 5365.030273
	Iteration 33Q: 3 clusters Score -6443486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -6443611.000000 Penalty: 5365.030273
	Iteration 34Q: 3 clusters Score -6443611 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -6443704.000000 Penalty: 5365.030273
	Iteration 35Q: 3 clusters Score -6443704 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6443786 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -6443837.500000 Penalty: 5365.030273
	Iteration 37Q: 3 clusters Score -6443838 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -6443897.000000 Penalty: 5365.030273
	Iteration 38Q: 3 clusters Score -6443897 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -6443938.000000 Penalty: 5365.030273
	Iteration 39Q: 3 clusters Score -6443938 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -6443967.000000 Penalty: 5365.030273
	Iteration 40F: 3 clusters Score -6443967 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -6444017.500000 Penalty: 5365.030273
	Iteration 41Q: 3 clusters Score -6444018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -6444030.000000 Penalty: 5365.030273
	Iteration 42Q: 3 clusters Score -6444030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -6444044.500000 Penalty: 5365.030273
	Iteration 43Q: 3 clusters Score -6444044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -6444089.000000 Penalty: 5365.030273
	Iteration 44Q: 3 clusters Score -6444089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6444099.500000 Penalty: 5365.030273
	Iteration 45Q: 3 clusters Score -6444100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6444109.500000 Penalty: 5365.030273
	Iteration 46Q: 3 clusters Score -6444110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -6444116.500000 Penalty: 5365.030273
	Iteration 47Q: 3 clusters Score -6444116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -6444130.000000 Penalty: 5365.030273
	Iteration 48Q: 3 clusters Score -6444130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -6444145.500000 Penalty: 5365.030273
	Iteration 49Q: 3 clusters Score -6444146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -6444144.000000 Penalty: 5365.030273
	Iteration 50Q: 3 clusters Score -6444144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -6444144.500000 Penalty: 5365.030273
	Iteration 51Q: 3 clusters Score -6444144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6444151.500000 Penalty: 5365.030273
	Iteration 52Q: 3 clusters Score -6444152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -6444165.000000 Penalty: 5365.030273
	Iteration 53Q: 3 clusters Score -6444165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -6444158.500000 Penalty: 5365.030273
	Iteration 54Q: 3 clusters Score -6444158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -6444166.000000 Penalty: 5365.030273
	Iteration 55Q: 3 clusters Score -6444166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -6444173.500000 Penalty: 5365.030273
	Iteration 56Q: 3 clusters Score -6444174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -6444171.000000 Penalty: 5365.030273
	Iteration 57Q: 3 clusters Score -6444171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6444182.000000 Penalty: 5365.030273
	Iteration 58Q: 3 clusters Score -6444182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -6444190.000000 Penalty: 5365.030273
	Iteration 59Q: 3 clusters Score -6444190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -6444194.000000 Penalty: 5365.030273
	Iteration 60F: 3 clusters Score -6444194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -6444196.500000 Penalty: 5365.030273
	Iteration 61Q: 3 clusters Score -6444196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -6444196.000000 Penalty: 5365.030273
	Iteration 62Q: 3 clusters Score -6444196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -6444205.000000 Penalty: 5365.030273
	Iteration 63Q: 3 clusters Score -6444205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -6444207.000000 Penalty: 5365.030273
	Iteration 64Q: 3 clusters Score -6444207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -6444204.000000 Penalty: 5365.030273
	Iteration 65Q: 3 clusters Score -6444204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -6444204.000000 Penalty: 5365.030273
	Iteration 66Q: 3 clusters Score -6444204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -6444204.500000 Penalty: 5365.030273
	Iteration 67Q: 3 clusters Score -6444204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6444204.000000 Penalty: 5365.030273
	Iteration 68Q: 3 clusters Score -6444204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -6444209.000000 Penalty: 5365.030273
	Iteration 69Q: 3 clusters Score -6444209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -6444202.000000 Penalty: 5365.030273
	Iteration 70Q: 3 clusters Score -6444202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -6444202.000000 Penalty: 5365.030273
	Iteration 71Q: 3 clusters Score -6444202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -6444209.500000 Penalty: 5365.030273
	Iteration 72Q: 3 clusters Score -6444210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -6444215.000000 Penalty: 5365.030273
	Iteration 73Q: 3 clusters Score -6444215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -6444215.000000 Penalty: 5365.030273
	Iteration 74Q: 3 clusters Score -6444215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -6444214.500000 Penalty: 5365.030273
	Iteration 75Q: 3 clusters Score -6444214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -6444218.000000 Penalty: 5365.030273
	Iteration 76Q: 3 clusters Score -6444218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -6444226.500000 Penalty: 5365.030273
	Iteration 77Q: 3 clusters Score -6444226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -6444225.000000 Penalty: 5365.030273
	Iteration 78Q: 3 clusters Score -6444225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -6444223.000000 Penalty: 5365.030273
	Iteration 79Q: 3 clusters Score -6444223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -6444218.500000 Penalty: 5365.030273
	Iteration 80F: 3 clusters Score -6444218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -6444215.500000 Penalty: 5365.030273
	Iteration 81Q: 3 clusters Score -6444216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -6444213.500000 Penalty: 5365.030273
	Iteration 82Q: 3 clusters Score -6444214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -6444212.500000 Penalty: 5365.030273
	Iteration 83Q: 3 clusters Score -6444212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -6444210.500000 Penalty: 5365.030273
	Iteration 84Q: 3 clusters Score -6444210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -6444213.000000 Penalty: 5365.030273
	Iteration 85Q: 3 clusters Score -6444213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6444218.500000 Penalty: 5365.030273
	Iteration 86Q: 3 clusters Score -6444218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -6444219.000000 Penalty: 5365.030273
	Iteration 87Q: 3 clusters Score -6444219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -6444221.500000 Penalty: 5365.030273
	Iteration 88Q: 3 clusters Score -6444222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6444223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
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	Iteration 90F: 3 clusters Score -6444223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8868 members 
Entering Unmasked Estep 
Score: -1198677.000000 Penalty: 2254.370605
	Iteration 0F: 2 clusters Score -1198677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1191735.250000 Penalty: 4508.741211
	Iteration 0F: 3 clusters Score -1191735 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1193661.000000 Penalty: 4508.741211
	Iteration 1F: 3 clusters Score -1193661 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1193968.750000 Penalty: 4508.741211
	Iteration 2F: 3 clusters Score -1193969 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1194238.375000 Penalty: 4508.741211
	Iteration 3F: 3 clusters Score -1194238 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1194544.750000 Penalty: 4508.741211
	Iteration 4F: 3 clusters Score -1194545 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1194864.500000 Penalty: 4508.741211
	Iteration 5F: 3 clusters Score -1194864 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1195156.750000 Penalty: 4508.741211
	Iteration 6F: 3 clusters Score -1195157 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1195486.125000 Penalty: 4508.741211
	Iteration 7F: 3 clusters Score -1195486 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1195811.125000 Penalty: 4508.741211
	Iteration 8F: 3 clusters Score -1195811 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1196086.250000 Penalty: 4508.741211
	Iteration 9Q: 3 clusters Score -1196086 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1196341.125000 Penalty: 4508.741211
	Iteration 10Q: 3 clusters Score -1196341 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1196567.500000 Penalty: 4508.741211
	Iteration 11Q: 3 clusters Score -1196568 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1196766.750000 Penalty: 4508.741211
	Iteration 12Q: 3 clusters Score -1196767 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1196902.625000 Penalty: 4508.741211
	Iteration 13Q: 3 clusters Score -1196903 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1197016.625000 Penalty: 4508.741211
	Iteration 14Q: 3 clusters Score -1197017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1197095.625000 Penalty: 4508.741211
	Iteration 15Q: 3 clusters Score -1197096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1197159.000000 Penalty: 4508.741211
	Iteration 16Q: 3 clusters Score -1197159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1197196.125000 Penalty: 4508.741211
	Iteration 17Q: 3 clusters Score -1197196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1197223.375000 Penalty: 4508.741211
	Iteration 18Q: 3 clusters Score -1197223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1197241.500000 Penalty: 4508.741211
	Iteration 19Q: 3 clusters Score -1197242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1197259.875000 Penalty: 4508.741211
	Iteration 20F: 3 clusters Score -1197260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1197271.625000 Penalty: 4508.741211
	Iteration 21Q: 3 clusters Score -1197272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1197278.750000 Penalty: 4508.741211
	Iteration 22Q: 3 clusters Score -1197279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1197285.875000 Penalty: 4508.741211
	Iteration 23Q: 3 clusters Score -1197286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1197286.125000 Penalty: 4508.741211
	Iteration 24Q: 3 clusters Score -1197286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1197288.625000 Penalty: 4508.741211
	Iteration 25Q: 3 clusters Score -1197289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1197292.875000 Penalty: 4508.741211
	Iteration 26Q: 3 clusters Score -1197293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1197292.750000 Penalty: 4508.741211
	Iteration 27Q: 3 clusters Score -1197293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1197292.750000 Penalty: 4508.741211
	Iteration 28F: 3 clusters Score -1197293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Entering Unmasked Estep 
Score: -5686167.000000 Penalty: 2650.138184
	Iteration 0F: 2 clusters Score -5686167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5656582.000000 Penalty: 5300.276367
	Iteration 0F: 3 clusters Score -5656582 nChanged 20107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -5667677.500000 Penalty: 5300.276367
	Iteration 1F: 3 clusters Score -5667678 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5668190.000000 Penalty: 5300.276367
	Iteration 2Q: 3 clusters Score -5668190 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -5668666.500000 Penalty: 5300.276367
	Iteration 3Q: 3 clusters Score -5668666 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -5669129.000000 Penalty: 5300.276367
	Iteration 4Q: 3 clusters Score -5669129 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -5669795.000000 Penalty: 5300.276367
	Iteration 5Q: 3 clusters Score -5669795 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -5670735.000000 Penalty: 5300.276367
	Iteration 6Q: 3 clusters Score -5670735 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5672049.000000 Penalty: 5300.276367
	Iteration 7Q: 3 clusters Score -5672049 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5673821.000000 Penalty: 5300.276367
	Iteration 8Q: 3 clusters Score -5673821 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5675742.000000 Penalty: 5300.276367
	Iteration 9F: 3 clusters Score -5675742 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -5677713.500000 Penalty: 5300.276367
	Iteration 10F: 3 clusters Score -5677714 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -5679421.000000 Penalty: 5300.276367
	Iteration 11Q: 3 clusters Score -5679421 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -5680659.500000 Penalty: 5300.276367
	Iteration 12Q: 3 clusters Score -5680660 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -5681589.000000 Penalty: 5300.276367
	Iteration 13Q: 3 clusters Score -5681589 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -5682205.500000 Penalty: 5300.276367
	Iteration 14Q: 3 clusters Score -5682206 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5682656.500000 Penalty: 5300.276367
	Iteration 15Q: 3 clusters Score -5682656 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5683025.000000 Penalty: 5300.276367
	Iteration 16Q: 3 clusters Score -5683025 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5683282.500000 Penalty: 5300.276367
	Iteration 17Q: 3 clusters Score -5683282 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5683470.500000 Penalty: 5300.276367
	Iteration 18Q: 3 clusters Score -5683470 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5683621.000000 Penalty: 5300.276367
	Iteration 19Q: 3 clusters Score -5683621 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5683756.000000 Penalty: 5300.276367
	Iteration 20F: 3 clusters Score -5683756 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5683833.500000 Penalty: 5300.276367
	Iteration 21Q: 3 clusters Score -5683834 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5683903.500000 Penalty: 5300.276367
	Iteration 22Q: 3 clusters Score -5683904 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5683937.500000 Penalty: 5300.276367
	Iteration 23Q: 3 clusters Score -5683938 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5683957.500000 Penalty: 5300.276367
	Iteration 24Q: 3 clusters Score -5683958 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5683972.500000 Penalty: 5300.276367
	Iteration 25Q: 3 clusters Score -5683972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5683999.500000 Penalty: 5300.276367
	Iteration 26Q: 3 clusters Score -5684000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5684022.500000 Penalty: 5300.276367
	Iteration 27Q: 3 clusters Score -5684022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5684057.500000 Penalty: 5300.276367
	Iteration 28Q: 3 clusters Score -5684058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5684076.000000 Penalty: 5300.276367
	Iteration 29Q: 3 clusters Score -5684076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5684079.500000 Penalty: 5300.276367
	Iteration 30Q: 3 clusters Score -5684080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5684101.500000 Penalty: 5300.276367
	Iteration 31Q: 3 clusters Score -5684102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5684104.500000 Penalty: 5300.276367
	Iteration 32Q: 3 clusters Score -5684104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5684112.000000 Penalty: 5300.276367
	Iteration 33Q: 3 clusters Score -5684112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5684118.500000 Penalty: 5300.276367
	Iteration 34Q: 3 clusters Score -5684118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5684125.000000 Penalty: 5300.276367
	Iteration 35Q: 3 clusters Score -5684125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5684124.000000 Penalty: 5300.276367
	Iteration 36Q: 3 clusters Score -5684124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5684139.000000 Penalty: 5300.276367
	Iteration 37Q: 3 clusters Score -5684139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5684145.500000 Penalty: 5300.276367
	Iteration 38Q: 3 clusters Score -5684146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5684139.500000 Penalty: 5300.276367
	Iteration 39Q: 3 clusters Score -5684140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5684145.000000 Penalty: 5300.276367
	Iteration 40F: 3 clusters Score -5684145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5684148.000000 Penalty: 5300.276367
	Iteration 41Q: 3 clusters Score -5684148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5684152.000000 Penalty: 5300.276367
	Iteration 42Q: 3 clusters Score -5684152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5684155.500000 Penalty: 5300.276367
	Iteration 43Q: 3 clusters Score -5684156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5684167.500000 Penalty: 5300.276367
	Iteration 44Q: 3 clusters Score -5684168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5684165.500000 Penalty: 5300.276367
	Iteration 45Q: 3 clusters Score -5684166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5684176.500000 Penalty: 5300.276367
	Iteration 46Q: 3 clusters Score -5684176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5684177.500000 Penalty: 5300.276367
	Iteration 47Q: 3 clusters Score -5684178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5684175.000000 Penalty: 5300.276367
	Iteration 48Q: 3 clusters Score -5684175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5684173.500000 Penalty: 5300.276367
	Iteration 49Q: 3 clusters Score -5684174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5684176.000000 Penalty: 5300.276367
	Iteration 50Q: 3 clusters Score -5684176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5684186.500000 Penalty: 5300.276367
	Iteration 51Q: 3 clusters Score -5684186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5684187.000000 Penalty: 5300.276367
	Iteration 52Q: 3 clusters Score -5684187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5684187.000000 Penalty: 5300.276367
	Iteration 53Q: 3 clusters Score -5684187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5684188.000000 Penalty: 5300.276367
	Iteration 54Q: 3 clusters Score -5684188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5684189.500000 Penalty: 5300.276367
	Iteration 55Q: 3 clusters Score -5684190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5684192.000000 Penalty: 5300.276367
	Iteration 56Q: 3 clusters Score -5684192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5684192.000000 Penalty: 5300.276367
	Iteration 57F: 3 clusters Score -5684192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -38838.335938 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -38838.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37494.105469 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -37494.11 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37899.558594 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -37899.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38197.019531 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -38197.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38374.203125 Penalty: 2968.032471
	Iteration 3F: 3 clusters Score -38374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38427.789062 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -38427.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38465.140625 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -38465.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38494.707031 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -38494.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38512.578125 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -38512.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38539.023438 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -38539.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38555.636719 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -38555.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38576.671875 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -38576.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38606.980469 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -38606.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38611.882812 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -38611.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38625.921875 Penalty: 2968.032471
	Iteration 13F: 3 clusters Score -38625.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38653.093750 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -38653.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38671.648438 Penalty: 2968.032471
	Iteration 15Q: 3 clusters Score -38671.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38703.339844 Penalty: 2968.032471
	Iteration 16Q: 3 clusters Score -38703.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38715.617188 Penalty: 2968.032471
	Iteration 17Q: 3 clusters Score -38715.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38720.878906 Penalty: 2968.032471
	Iteration 18Q: 3 clusters Score -38720.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38720.878906 Penalty: 2968.032471
	Iteration 19F: 3 clusters Score -38720.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (203142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203142 members 
Entering Unmasked Estep 
Score: -26967810.000000 Penalty: 3030.971924
	Iteration 0F: 2 clusters Score -2.696781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -26836978.000000 Penalty: 6061.943848
	Iteration 0F: 3 clusters Score -2.683698e+07 nChanged 97541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -26894406.000000 Penalty: 6061.943848
	Iteration 1F: 3 clusters Score -2.689441e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 110259 members 
Entering Unmasked Estep 
Score: -26895936.000000 Penalty: 6061.943848
	Iteration 2Q: 3 clusters Score -2.689594e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -26898084.000000 Penalty: 6061.943848
	Iteration 3Q: 3 clusters Score -2.689808e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 123549 members 
Entering Unmasked Estep 
Score: -26902874.000000 Penalty: 6061.943848
	Iteration 4Q: 3 clusters Score -2.690287e+07 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 135518 members 
Entering Unmasked Estep 
Score: -26911758.000000 Penalty: 6061.943848
	Iteration 5F: 3 clusters Score -2.691176e+07 nChanged 16965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 150753 members 
Entering Unmasked Estep 
Score: -26925170.000000 Penalty: 6061.943848
	Iteration 6F: 3 clusters Score -2.692517e+07 nChanged 16639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 166080 members 
Entering Unmasked Estep 
Score: -26941460.000000 Penalty: 6061.943848
	Iteration 7F: 3 clusters Score -2.694146e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 176572 members 
Entering Unmasked Estep 
Score: -26954250.000000 Penalty: 6061.943848
	Iteration 8F: 3 clusters Score -2.695425e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 181308 members 
Entering Unmasked Estep 
Score: -26961856.000000 Penalty: 6061.943848
	Iteration 9Q: 3 clusters Score -2.696186e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 183118 members 
Entering Unmasked Estep 
Score: -26964618.000000 Penalty: 6061.943848
	Iteration 10Q: 3 clusters Score -2.696462e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 184450 members 
Entering Unmasked Estep 
Score: -26965758.000000 Penalty: 6061.943848
	Iteration 11Q: 3 clusters Score -2.696576e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 185636 members 
Entering Unmasked Estep 
Score: -26966342.000000 Penalty: 6061.943848
	Iteration 12Q: 3 clusters Score -2.696634e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 186648 members 
Entering Unmasked Estep 
Score: -26966566.000000 Penalty: 6061.943848
	Iteration 13Q: 3 clusters Score -2.696657e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 187529 members 
Entering Unmasked Estep 
Score: -26966714.000000 Penalty: 6061.943848
	Iteration 14Q: 3 clusters Score -2.696671e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 188342 members 
Entering Unmasked Estep 
Score: -26966776.000000 Penalty: 6061.943848
	Iteration 15Q: 3 clusters Score -2.696678e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 189065 members 
Entering Unmasked Estep 
Score: -26966888.000000 Penalty: 6061.943848
	Iteration 16Q: 3 clusters Score -2.696689e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 189714 members 
Entering Unmasked Estep 
Score: -26966932.000000 Penalty: 6061.943848
	Iteration 17Q: 3 clusters Score -2.696693e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 190316 members 
Entering Unmasked Estep 
Score: -26967010.000000 Penalty: 6061.943848
	Iteration 18Q: 3 clusters Score -2.696701e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 190881 members 
Entering Unmasked Estep 
Score: -26967036.000000 Penalty: 6061.943848
	Iteration 19Q: 3 clusters Score -2.696704e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 191393 members 
Entering Unmasked Estep 
Score: -26967012.000000 Penalty: 6061.943848
	Iteration 20F: 3 clusters Score -2.696701e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 191832 members 
Entering Unmasked Estep 
Score: -26967024.000000 Penalty: 6061.943848
	Iteration 21Q: 3 clusters Score -2.696702e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 192282 members 
Entering Unmasked Estep 
Score: -26966942.000000 Penalty: 6061.943848
	Iteration 22Q: 3 clusters Score -2.696694e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 192704 members 
Entering Unmasked Estep 
Score: -26966904.000000 Penalty: 6061.943848
	Iteration 23Q: 3 clusters Score -2.69669e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 193077 members 
Entering Unmasked Estep 
Score: -26966890.000000 Penalty: 6061.943848
	Iteration 24Q: 3 clusters Score -2.696689e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 193430 members 
Entering Unmasked Estep 
Score: -26966898.000000 Penalty: 6061.943848
	Iteration 25Q: 3 clusters Score -2.69669e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 193760 members 
Entering Unmasked Estep 
Score: -26966852.000000 Penalty: 6061.943848
	Iteration 26Q: 3 clusters Score -2.696685e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 194054 members 
Entering Unmasked Estep 
Score: -26966822.000000 Penalty: 6061.943848
	Iteration 27Q: 3 clusters Score -2.696682e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 194344 members 
Entering Unmasked Estep 
Score: -26966792.000000 Penalty: 6061.943848
	Iteration 28Q: 3 clusters Score -2.696679e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 194623 members 
Entering Unmasked Estep 
Score: -26966744.000000 Penalty: 6061.943848
	Iteration 29Q: 3 clusters Score -2.696674e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 194881 members 
Entering Unmasked Estep 
Score: -26966746.000000 Penalty: 6061.943848
	Iteration 30Q: 3 clusters Score -2.696675e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 195115 members 
Entering Unmasked Estep 
Score: -26966672.000000 Penalty: 6061.943848
	Iteration 31Q: 3 clusters Score -2.696667e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 195342 members 
Entering Unmasked Estep 
Score: -26966606.000000 Penalty: 6061.943848
	Iteration 32Q: 3 clusters Score -2.696661e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 195556 members 
Entering Unmasked Estep 
Score: -26966590.000000 Penalty: 6061.943848
	Iteration 33Q: 3 clusters Score -2.696659e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 195751 members 
Entering Unmasked Estep 
Score: -26966520.000000 Penalty: 6061.943848
	Iteration 34Q: 3 clusters Score -2.696652e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 195925 members 
Entering Unmasked Estep 
Score: -26966478.000000 Penalty: 6061.943848
	Iteration 35Q: 3 clusters Score -2.696648e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 196080 members 
Entering Unmasked Estep 
Score: -26966478.000000 Penalty: 6061.943848
	Iteration 36Q: 3 clusters Score -2.696648e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 196229 members 
Entering Unmasked Estep 
Score: -26966452.000000 Penalty: 6061.943848
	Iteration 37Q: 3 clusters Score -2.696645e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 196375 members 
Entering Unmasked Estep 
Score: -26966452.000000 Penalty: 6061.943848
	Iteration 38Q: 3 clusters Score -2.696645e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 196506 members 
Entering Unmasked Estep 
Score: -26966402.000000 Penalty: 6061.943848
	Iteration 39Q: 3 clusters Score -2.69664e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 196658 members 
Entering Unmasked Estep 
Score: -26966390.000000 Penalty: 6061.943848
	Iteration 40F: 3 clusters Score -2.696639e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 196786 members 
Entering Unmasked Estep 
Score: -26966444.000000 Penalty: 6061.943848
	Iteration 41Q: 3 clusters Score -2.696644e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 196924 members 
Entering Unmasked Estep 
Score: -26966438.000000 Penalty: 6061.943848
	Iteration 42Q: 3 clusters Score -2.696644e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 197072 members 
Entering Unmasked Estep 
Score: -26966432.000000 Penalty: 6061.943848
	Iteration 43Q: 3 clusters Score -2.696643e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 197220 members 
Entering Unmasked Estep 
Score: -26966416.000000 Penalty: 6061.943848
	Iteration 44Q: 3 clusters Score -2.696642e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 197363 members 
Entering Unmasked Estep 
Score: -26966362.000000 Penalty: 6061.943848
	Iteration 45Q: 3 clusters Score -2.696636e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 197487 members 
Entering Unmasked Estep 
Score: -26966352.000000 Penalty: 6061.943848
	Iteration 46Q: 3 clusters Score -2.696635e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 197623 members 
Entering Unmasked Estep 
Score: -26966284.000000 Penalty: 6061.943848
	Iteration 47Q: 3 clusters Score -2.696628e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 197741 members 
Entering Unmasked Estep 
Score: -26966262.000000 Penalty: 6061.943848
	Iteration 48Q: 3 clusters Score -2.696626e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 197848 members 
Entering Unmasked Estep 
Score: -26966324.000000 Penalty: 6061.943848
	Iteration 49Q: 3 clusters Score -2.696632e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 197933 members 
Entering Unmasked Estep 
Score: -26966336.000000 Penalty: 6061.943848
	Iteration 50Q: 3 clusters Score -2.696634e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 198023 members 
Entering Unmasked Estep 
Score: -26966316.000000 Penalty: 6061.943848
	Iteration 51Q: 3 clusters Score -2.696632e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 198106 members 
Entering Unmasked Estep 
Score: -26966276.000000 Penalty: 6061.943848
	Iteration 52Q: 3 clusters Score -2.696628e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 198199 members 
Entering Unmasked Estep 
Score: -26966258.000000 Penalty: 6061.943848
	Iteration 53Q: 3 clusters Score -2.696626e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 198289 members 
Entering Unmasked Estep 
Score: -26966224.000000 Penalty: 6061.943848
	Iteration 54Q: 3 clusters Score -2.696622e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 198383 members 
Entering Unmasked Estep 
Score: -26966204.000000 Penalty: 6061.943848
	Iteration 55Q: 3 clusters Score -2.69662e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 198483 members 
Entering Unmasked Estep 
Score: -26966164.000000 Penalty: 6061.943848
	Iteration 56Q: 3 clusters Score -2.696616e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 198569 members 
Entering Unmasked Estep 
Score: -26966130.000000 Penalty: 6061.943848
	Iteration 57Q: 3 clusters Score -2.696613e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 198663 members 
Entering Unmasked Estep 
Score: -26966090.000000 Penalty: 6061.943848
	Iteration 58Q: 3 clusters Score -2.696609e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 198761 members 
Entering Unmasked Estep 
Score: -26966078.000000 Penalty: 6061.943848
	Iteration 59Q: 3 clusters Score -2.696608e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 198851 members 
Entering Unmasked Estep 
Score: -26966088.000000 Penalty: 6061.943848
	Iteration 60F: 3 clusters Score -2.696609e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 198948 members 
Entering Unmasked Estep 
Score: -26966088.000000 Penalty: 6061.943848
	Iteration 61Q: 3 clusters Score -2.696609e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 199026 members 
Entering Unmasked Estep 
Score: -26966038.000000 Penalty: 6061.943848
	Iteration 62Q: 3 clusters Score -2.696604e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 199104 members 
Entering Unmasked Estep 
Score: -26966054.000000 Penalty: 6061.943848
	Iteration 63Q: 3 clusters Score -2.696605e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 199184 members 
Entering Unmasked Estep 
Score: -26966036.000000 Penalty: 6061.943848
	Iteration 64Q: 3 clusters Score -2.696604e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 199268 members 
Entering Unmasked Estep 
Score: -26965990.000000 Penalty: 6061.943848
	Iteration 65Q: 3 clusters Score -2.696599e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 199345 members 
Entering Unmasked Estep 
Score: -26965968.000000 Penalty: 6061.943848
	Iteration 66Q: 3 clusters Score -2.696597e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 199411 members 
Entering Unmasked Estep 
Score: -26965978.000000 Penalty: 6061.943848
	Iteration 67Q: 3 clusters Score -2.696598e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 199485 members 
Entering Unmasked Estep 
Score: -26965972.000000 Penalty: 6061.943848
	Iteration 68Q: 3 clusters Score -2.696597e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 199550 members 
Entering Unmasked Estep 
Score: -26965984.000000 Penalty: 6061.943848
	Iteration 69Q: 3 clusters Score -2.696598e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 199611 members 
Entering Unmasked Estep 
Score: -26965948.000000 Penalty: 6061.943848
	Iteration 70Q: 3 clusters Score -2.696595e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 199679 members 
Entering Unmasked Estep 
Score: -26966002.000000 Penalty: 6061.943848
	Iteration 71Q: 3 clusters Score -2.6966e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 199743 members 
Entering Unmasked Estep 
Score: -26965996.000000 Penalty: 6061.943848
	Iteration 72Q: 3 clusters Score -2.6966e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 199797 members 
Entering Unmasked Estep 
Score: -26966024.000000 Penalty: 6061.943848
	Iteration 73Q: 3 clusters Score -2.696602e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 199849 members 
Entering Unmasked Estep 
Score: -26965952.000000 Penalty: 6061.943848
	Iteration 74Q: 3 clusters Score -2.696595e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 199897 members 
Entering Unmasked Estep 
Score: -26965958.000000 Penalty: 6061.943848
	Iteration 75Q: 3 clusters Score -2.696596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 199928 members 
Entering Unmasked Estep 
Score: -26965954.000000 Penalty: 6061.943848
	Iteration 76Q: 3 clusters Score -2.696595e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 199955 members 
Entering Unmasked Estep 
Score: -26965968.000000 Penalty: 6061.943848
	Iteration 77Q: 3 clusters Score -2.696597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 199981 members 
Entering Unmasked Estep 
Score: -26965934.000000 Penalty: 6061.943848
	Iteration 78Q: 3 clusters Score -2.696593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 200008 members 
Entering Unmasked Estep 
Score: -26965902.000000 Penalty: 6061.943848
	Iteration 79Q: 3 clusters Score -2.69659e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 200031 members 
Entering Unmasked Estep 
Score: -26965896.000000 Penalty: 6061.943848
	Iteration 80F: 3 clusters Score -2.69659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 200052 members 
Entering Unmasked Estep 
Score: -26965912.000000 Penalty: 6061.943848
	Iteration 81Q: 3 clusters Score -2.696591e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 200079 members 
Entering Unmasked Estep 
Score: -26965898.000000 Penalty: 6061.943848
	Iteration 82Q: 3 clusters Score -2.69659e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 200107 members 
Entering Unmasked Estep 
Score: -26965902.000000 Penalty: 6061.943848
	Iteration 83Q: 3 clusters Score -2.69659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 200125 members 
Entering Unmasked Estep 
Score: -26965916.000000 Penalty: 6061.943848
	Iteration 84Q: 3 clusters Score -2.696592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 200144 members 
Entering Unmasked Estep 
Score: -26965896.000000 Penalty: 6061.943848
	Iteration 85Q: 3 clusters Score -2.69659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 200158 members 
Entering Unmasked Estep 
Score: -26965884.000000 Penalty: 6061.943848
	Iteration 86Q: 3 clusters Score -2.696588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 200172 members 
Entering Unmasked Estep 
Score: -26965870.000000 Penalty: 6061.943848
	Iteration 87Q: 3 clusters Score -2.696587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 200192 members 
Entering Unmasked Estep 
Score: -26965896.000000 Penalty: 6061.943848
	Iteration 88Q: 3 clusters Score -2.69659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 200209 members 
Entering Unmasked Estep 
Score: -26965862.000000 Penalty: 6061.943848
	Iteration 89Q: 3 clusters Score -2.696586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 200222 members 
Entering Unmasked Estep 
Score: -26965892.000000 Penalty: 6061.943848
	Iteration 90Q: 3 clusters Score -2.696589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 200238 members 
Entering Unmasked Estep 
Score: -26965916.000000 Penalty: 6061.943848
	Iteration 91Q: 3 clusters Score -2.696592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 200260 members 
Entering Unmasked Estep 
Score: -26965886.000000 Penalty: 6061.943848
	Iteration 92Q: 3 clusters Score -2.696589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 200284 members 
Entering Unmasked Estep 
Score: -26965926.000000 Penalty: 6061.943848
	Iteration 93Q: 3 clusters Score -2.696593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 200302 members 
Entering Unmasked Estep 
Score: -26965896.000000 Penalty: 6061.943848
	Iteration 94Q: 3 clusters Score -2.69659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 200320 members 
Entering Unmasked Estep 
Score: -26965902.000000 Penalty: 6061.943848
	Iteration 95Q: 3 clusters Score -2.69659e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 200339 members 
Entering Unmasked Estep 
Score: -26965874.000000 Penalty: 6061.943848
	Iteration 96Q: 3 clusters Score -2.696587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 200358 members 
Entering Unmasked Estep 
Score: -26965906.000000 Penalty: 6061.943848
	Iteration 97Q: 3 clusters Score -2.696591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 200376 members 
Entering Unmasked Estep 
Score: -26965882.000000 Penalty: 6061.943848
	Iteration 98Q: 3 clusters Score -2.696588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 200392 members 
Entering Unmasked Estep 
Score: -26965872.000000 Penalty: 6061.943848
	Iteration 99Q: 3 clusters Score -2.696587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 200404 members 
Entering Unmasked Estep 
Score: -26965900.000000 Penalty: 6061.943848
	Iteration 100F: 3 clusters Score -2.69659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 200417 members 
Entering Unmasked Estep 
Score: -26965912.000000 Penalty: 6061.943848
	Iteration 101Q: 3 clusters Score -2.696591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 200427 members 
Entering Unmasked Estep 
Score: -26965904.000000 Penalty: 6061.943848
	Iteration 102Q: 3 clusters Score -2.69659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 200440 members 
Entering Unmasked Estep 
Score: -26965894.000000 Penalty: 6061.943848
	Iteration 103Q: 3 clusters Score -2.696589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 200457 members 
Entering Unmasked Estep 
Score: -26965906.000000 Penalty: 6061.943848
	Iteration 104Q: 3 clusters Score -2.696591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 200476 members 
Entering Unmasked Estep 
Score: -26965878.000000 Penalty: 6061.943848
	Iteration 105Q: 3 clusters Score -2.696588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 200496 members 
Entering Unmasked Estep 
Score: -26965870.000000 Penalty: 6061.943848
	Iteration 106Q: 3 clusters Score -2.696587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 200514 members 
Entering Unmasked Estep 
Score: -26965880.000000 Penalty: 6061.943848
	Iteration 107Q: 3 clusters Score -2.696588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 200533 members 
Entering Unmasked Estep 
Score: -26965890.000000 Penalty: 6061.943848
	Iteration 108Q: 3 clusters Score -2.696589e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 200558 members 
Entering Unmasked Estep 
Score: -26965886.000000 Penalty: 6061.943848
	Iteration 109Q: 3 clusters Score -2.696589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 200575 members 
Entering Unmasked Estep 
Score: -26965876.000000 Penalty: 6061.943848
	Iteration 110Q: 3 clusters Score -2.696588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 200595 members 
Entering Unmasked Estep 
Score: -26965876.000000 Penalty: 6061.943848
	Iteration 111Q: 3 clusters Score -2.696588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 200614 members 
Entering Unmasked Estep 
Score: -26965868.000000 Penalty: 6061.943848
	Iteration 112Q: 3 clusters Score -2.696587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 200630 members 
Entering Unmasked Estep 
Score: -26965864.000000 Penalty: 6061.943848
	Iteration 113Q: 3 clusters Score -2.696586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 200646 members 
Entering Unmasked Estep 
Score: -26965850.000000 Penalty: 6061.943848
	Iteration 114Q: 3 clusters Score -2.696585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 200652 members 
Entering Unmasked Estep 
Score: -26965836.000000 Penalty: 6061.943848
	Iteration 115Q: 3 clusters Score -2.696584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 200659 members 
Entering Unmasked Estep 
Score: -26965844.000000 Penalty: 6061.943848
	Iteration 116Q: 3 clusters Score -2.696584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 200668 members 
Entering Unmasked Estep 
Score: -26965854.000000 Penalty: 6061.943848
	Iteration 117Q: 3 clusters Score -2.696585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 200675 members 
Entering Unmasked Estep 
Score: -26965850.000000 Penalty: 6061.943848
	Iteration 118Q: 3 clusters Score -2.696585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 200681 members 
Entering Unmasked Estep 
Score: -26965852.000000 Penalty: 6061.943848
	Iteration 119Q: 3 clusters Score -2.696585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 200681 members 
Entering Unmasked Estep 
Score: -26965848.000000 Penalty: 6061.943848
	Iteration 120F: 3 clusters Score -2.696585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 200682 members 
Entering Unmasked Estep 
Score: -26965848.000000 Penalty: 6061.943848
	Iteration 121Q: 3 clusters Score -2.696585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 200682 members 
Entering Unmasked Estep 
Score: -26965848.000000 Penalty: 6061.943848
	Iteration 122F: 3 clusters Score -2.696585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Entering Unmasked Estep 
Score: -1099941.125000 Penalty: 2261.673096
	Iteration 0F: 2 clusters Score -1099941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1092818.125000 Penalty: 4523.346191
	Iteration 0F: 3 clusters Score -1092818 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1095009.375000 Penalty: 4523.346191
	Iteration 1F: 3 clusters Score -1095009 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1095575.625000 Penalty: 4523.346191
	Iteration 2F: 3 clusters Score -1095576 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1096299.750000 Penalty: 4523.346191
	Iteration 3F: 3 clusters Score -1096300 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1096962.750000 Penalty: 4523.346191
	Iteration 4F: 3 clusters Score -1096963 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1097438.750000 Penalty: 4523.346191
	Iteration 5F: 3 clusters Score -1097439 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1097703.125000 Penalty: 4523.346191
	Iteration 6Q: 3 clusters Score -1097703 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1097871.125000 Penalty: 4523.346191
	Iteration 7Q: 3 clusters Score -1097871 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1097964.750000 Penalty: 4523.346191
	Iteration 8Q: 3 clusters Score -1097965 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1098021.000000 Penalty: 4523.346191
	Iteration 9Q: 3 clusters Score -1098021 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1098051.875000 Penalty: 4523.346191
	Iteration 10Q: 3 clusters Score -1098052 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1098078.625000 Penalty: 4523.346191
	Iteration 11Q: 3 clusters Score -1098079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1098092.750000 Penalty: 4523.346191
	Iteration 12Q: 3 clusters Score -1098093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1098103.375000 Penalty: 4523.346191
	Iteration 13Q: 3 clusters Score -1098103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1098107.125000 Penalty: 4523.346191
	Iteration 14Q: 3 clusters Score -1098107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1098110.625000 Penalty: 4523.346191
	Iteration 15Q: 3 clusters Score -1098111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1098116.000000 Penalty: 4523.346191
	Iteration 16Q: 3 clusters Score -1098116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1098117.250000 Penalty: 4523.346191
	Iteration 17Q: 3 clusters Score -1098117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1098120.375000 Penalty: 4523.346191
	Iteration 18Q: 3 clusters Score -1098120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1098125.750000 Penalty: 4523.346191
	Iteration 19Q: 3 clusters Score -1098126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1098128.125000 Penalty: 4523.346191
	Iteration 20F: 3 clusters Score -1098128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1098130.625000 Penalty: 4523.346191
	Iteration 21Q: 3 clusters Score -1098131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1098133.375000 Penalty: 4523.346191
	Iteration 22Q: 3 clusters Score -1098133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1098134.250000 Penalty: 4523.346191
	Iteration 23Q: 3 clusters Score -1098134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1098134.750000 Penalty: 4523.346191
	Iteration 24Q: 3 clusters Score -1098135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1098136.750000 Penalty: 4523.346191
	Iteration 25Q: 3 clusters Score -1098137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1098138.375000 Penalty: 4523.346191
	Iteration 26Q: 3 clusters Score -1098138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1098139.500000 Penalty: 4523.346191
	Iteration 27Q: 3 clusters Score -1098140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1098141.500000 Penalty: 4523.346191
	Iteration 28Q: 3 clusters Score -1098142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1098142.250000 Penalty: 4523.346191
	Iteration 29Q: 3 clusters Score -1098142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1098141.625000 Penalty: 4523.346191
	Iteration 30Q: 3 clusters Score -1098142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1098144.125000 Penalty: 4523.346191
	Iteration 31Q: 3 clusters Score -1098144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1098144.500000 Penalty: 4523.346191
	Iteration 32Q: 3 clusters Score -1098144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1098142.125000 Penalty: 4523.346191
	Iteration 33Q: 3 clusters Score -1098142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1098144.000000 Penalty: 4523.346191
	Iteration 34Q: 3 clusters Score -1098144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1098143.625000 Penalty: 4523.346191
	Iteration 35Q: 3 clusters Score -1098144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1098144.000000 Penalty: 4523.346191
	Iteration 36Q: 3 clusters Score -1098144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1098144.750000 Penalty: 4523.346191
	Iteration 37Q: 3 clusters Score -1098145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1098145.250000 Penalty: 4523.346191
	Iteration 38Q: 3 clusters Score -1098145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1098145.625000 Penalty: 4523.346191
	Iteration 39Q: 3 clusters Score -1098146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1098147.375000 Penalty: 4523.346191
	Iteration 40F: 3 clusters Score -1098147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1098148.375000 Penalty: 4523.346191
	Iteration 41Q: 3 clusters Score -1098148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1098149.000000 Penalty: 4523.346191
	Iteration 42Q: 3 clusters Score -1098149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1098147.750000 Penalty: 4523.346191
	Iteration 43Q: 3 clusters Score -1098148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1098152.125000 Penalty: 4523.346191
	Iteration 44Q: 3 clusters Score -1098152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1098149.875000 Penalty: 4523.346191
	Iteration 45Q: 3 clusters Score -1098150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1098149.000000 Penalty: 4523.346191
	Iteration 46Q: 3 clusters Score -1098149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1098149.625000 Penalty: 4523.346191
	Iteration 47Q: 3 clusters Score -1098150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1098152.125000 Penalty: 4523.346191
	Iteration 48Q: 3 clusters Score -1098152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1098151.750000 Penalty: 4523.346191
	Iteration 49Q: 3 clusters Score -1098152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1098151.750000 Penalty: 4523.346191
	Iteration 50F: 3 clusters Score -1098152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Entering Unmasked Estep 
Score: -9154151.000000 Penalty: 2763.799072
	Iteration 0F: 2 clusters Score -9154151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -9107542.000000 Penalty: 5527.598145
	Iteration 0F: 3 clusters Score -9107542 nChanged 32463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -9125830.000000 Penalty: 5527.598145
	Iteration 1F: 3 clusters Score -9125830 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -9126561.000000 Penalty: 5527.598145
	Iteration 2Q: 3 clusters Score -9126561 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -9127362.000000 Penalty: 5527.598145
	Iteration 3Q: 3 clusters Score -9127362 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -9128465.000000 Penalty: 5527.598145
	Iteration 4Q: 3 clusters Score -9128465 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -9130103.000000 Penalty: 5527.598145
	Iteration 5Q: 3 clusters Score -9130103 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -9132667.000000 Penalty: 5527.598145
	Iteration 6F: 3 clusters Score -9132667 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -9136553.000000 Penalty: 5527.598145
	Iteration 7F: 3 clusters Score -9136553 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -9141081.000000 Penalty: 5527.598145
	Iteration 8F: 3 clusters Score -9141081 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -9144778.000000 Penalty: 5527.598145
	Iteration 9F: 3 clusters Score -9144778 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -9147256.000000 Penalty: 5527.598145
	Iteration 10F: 3 clusters Score -9147256 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -9148640.000000 Penalty: 5527.598145
	Iteration 11Q: 3 clusters Score -9148640 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -9149409.000000 Penalty: 5527.598145
	Iteration 12Q: 3 clusters Score -9149409 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -9149910.000000 Penalty: 5527.598145
	Iteration 13Q: 3 clusters Score -9149910 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -9150222.000000 Penalty: 5527.598145
	Iteration 14Q: 3 clusters Score -9150222 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -9150494.000000 Penalty: 5527.598145
	Iteration 15Q: 3 clusters Score -9150494 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -9150679.000000 Penalty: 5527.598145
	Iteration 16Q: 3 clusters Score -9150679 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -9150856.000000 Penalty: 5527.598145
	Iteration 17Q: 3 clusters Score -9150856 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -9151003.000000 Penalty: 5527.598145
	Iteration 18Q: 3 clusters Score -9151003 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -9151080.000000 Penalty: 5527.598145
	Iteration 19Q: 3 clusters Score -9151080 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -9151228.000000 Penalty: 5527.598145
	Iteration 20F: 3 clusters Score -9151228 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -9151355.000000 Penalty: 5527.598145
	Iteration 21Q: 3 clusters Score -9151355 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -9151462.000000 Penalty: 5527.598145
	Iteration 22Q: 3 clusters Score -9151462 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -9151525.000000 Penalty: 5527.598145
	Iteration 23Q: 3 clusters Score -9151525 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -9151582.000000 Penalty: 5527.598145
	Iteration 24Q: 3 clusters Score -9151582 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -9151607.000000 Penalty: 5527.598145
	Iteration 25Q: 3 clusters Score -9151607 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -9151680.000000 Penalty: 5527.598145
	Iteration 26Q: 3 clusters Score -9151680 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -9151780.000000 Penalty: 5527.598145
	Iteration 27Q: 3 clusters Score -9151780 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -9151832.000000 Penalty: 5527.598145
	Iteration 28Q: 3 clusters Score -9151832 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -9151889.000000 Penalty: 5527.598145
	Iteration 29Q: 3 clusters Score -9151889 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -9151889.000000 Penalty: 5527.598145
	Iteration 30Q: 3 clusters Score -9151889 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -9151947.000000 Penalty: 5527.598145
	Iteration 31Q: 3 clusters Score -9151947 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -9151985.000000 Penalty: 5527.598145
	Iteration 32Q: 3 clusters Score -9151985 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -9152011.000000 Penalty: 5527.598145
	Iteration 33Q: 3 clusters Score -9152011 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -9152030.000000 Penalty: 5527.598145
	Iteration 34Q: 3 clusters Score -9152030 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -9152058.000000 Penalty: 5527.598145
	Iteration 35Q: 3 clusters Score -9152058 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -9152092.000000 Penalty: 5527.598145
	Iteration 36Q: 3 clusters Score -9152092 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -9152102.000000 Penalty: 5527.598145
	Iteration 37Q: 3 clusters Score -9152102 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -9152101.000000 Penalty: 5527.598145
	Iteration 38Q: 3 clusters Score -9152101 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -9152126.000000 Penalty: 5527.598145
	Iteration 39Q: 3 clusters Score -9152126 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -9152149.000000 Penalty: 5527.598145
	Iteration 40F: 3 clusters Score -9152149 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -9152212.000000 Penalty: 5527.598145
	Iteration 41Q: 3 clusters Score -9152212 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -9152241.000000 Penalty: 5527.598145
	Iteration 42Q: 3 clusters Score -9152241 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -9152280.000000 Penalty: 5527.598145
	Iteration 43Q: 3 clusters Score -9152280 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -9152290.000000 Penalty: 5527.598145
	Iteration 44Q: 3 clusters Score -9152290 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -9152315.000000 Penalty: 5527.598145
	Iteration 45Q: 3 clusters Score -9152315 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -9152339.000000 Penalty: 5527.598145
	Iteration 46Q: 3 clusters Score -9152339 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -9152367.000000 Penalty: 5527.598145
	Iteration 47Q: 3 clusters Score -9152367 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -9152390.000000 Penalty: 5527.598145
	Iteration 48Q: 3 clusters Score -9152390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -9152398.000000 Penalty: 5527.598145
	Iteration 49Q: 3 clusters Score -9152398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -9152398.000000 Penalty: 5527.598145
	Iteration 50Q: 3 clusters Score -9152398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -9152413.000000 Penalty: 5527.598145
	Iteration 51Q: 3 clusters Score -9152413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -9152399.000000 Penalty: 5527.598145
	Iteration 52Q: 3 clusters Score -9152399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -9152395.000000 Penalty: 5527.598145
	Iteration 53Q: 3 clusters Score -9152395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -9152438.000000 Penalty: 5527.598145
	Iteration 54Q: 3 clusters Score -9152438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -9152466.000000 Penalty: 5527.598145
	Iteration 55Q: 3 clusters Score -9152466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -9152482.000000 Penalty: 5527.598145
	Iteration 56Q: 3 clusters Score -9152482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -9152490.000000 Penalty: 5527.598145
	Iteration 57Q: 3 clusters Score -9152490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -9152514.000000 Penalty: 5527.598145
	Iteration 58Q: 3 clusters Score -9152514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -9152528.000000 Penalty: 5527.598145
	Iteration 59Q: 3 clusters Score -9152528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -9152529.000000 Penalty: 5527.598145
	Iteration 60F: 3 clusters Score -9152529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -9152537.000000 Penalty: 5527.598145
	Iteration 61Q: 3 clusters Score -9152537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -9152550.000000 Penalty: 5527.598145
	Iteration 62Q: 3 clusters Score -9152550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -9152562.000000 Penalty: 5527.598145
	Iteration 63Q: 3 clusters Score -9152562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -9152573.000000 Penalty: 5527.598145
	Iteration 64Q: 3 clusters Score -9152573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -9152568.000000 Penalty: 5527.598145
	Iteration 65Q: 3 clusters Score -9152568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -9152581.000000 Penalty: 5527.598145
	Iteration 66Q: 3 clusters Score -9152581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -9152581.000000 Penalty: 5527.598145
	Iteration 67Q: 3 clusters Score -9152581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -9152582.000000 Penalty: 5527.598145
	Iteration 68Q: 3 clusters Score -9152582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -9152582.000000 Penalty: 5527.598145
	Iteration 69Q: 3 clusters Score -9152582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -9152590.000000 Penalty: 5527.598145
	Iteration 70Q: 3 clusters Score -9152590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -9152612.000000 Penalty: 5527.598145
	Iteration 71Q: 3 clusters Score -9152612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -9152607.000000 Penalty: 5527.598145
	Iteration 72Q: 3 clusters Score -9152607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -9152618.000000 Penalty: 5527.598145
	Iteration 73Q: 3 clusters Score -9152618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -9152611.000000 Penalty: 5527.598145
	Iteration 74Q: 3 clusters Score -9152611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -9152626.000000 Penalty: 5527.598145
	Iteration 75Q: 3 clusters Score -9152626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -9152641.000000 Penalty: 5527.598145
	Iteration 76Q: 3 clusters Score -9152641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -9152633.000000 Penalty: 5527.598145
	Iteration 77Q: 3 clusters Score -9152633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -9152641.000000 Penalty: 5527.598145
	Iteration 78Q: 3 clusters Score -9152641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -9152642.000000 Penalty: 5527.598145
	Iteration 79Q: 3 clusters Score -9152642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -9152655.000000 Penalty: 5527.598145
	Iteration 80F: 3 clusters Score -9152655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -9152660.000000 Penalty: 5527.598145
	Iteration 81Q: 3 clusters Score -9152660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -9152667.000000 Penalty: 5527.598145
	Iteration 82Q: 3 clusters Score -9152667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -9152669.000000 Penalty: 5527.598145
	Iteration 83Q: 3 clusters Score -9152669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -9152662.000000 Penalty: 5527.598145
	Iteration 84Q: 3 clusters Score -9152662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -9152684.000000 Penalty: 5527.598145
	Iteration 85Q: 3 clusters Score -9152684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -9152681.000000 Penalty: 5527.598145
	Iteration 86Q: 3 clusters Score -9152681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -9152684.000000 Penalty: 5527.598145
	Iteration 87Q: 3 clusters Score -9152684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -9152681.000000 Penalty: 5527.598145
	Iteration 88Q: 3 clusters Score -9152681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -9152682.000000 Penalty: 5527.598145
	Iteration 89Q: 3 clusters Score -9152682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -9152684.000000 Penalty: 5527.598145
	Iteration 90Q: 3 clusters Score -9152684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -9152688.000000 Penalty: 5527.598145
	Iteration 91Q: 3 clusters Score -9152688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -9152691.000000 Penalty: 5527.598145
	Iteration 92Q: 3 clusters Score -9152691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -9152691.000000 Penalty: 5527.598145
	Iteration 93Q: 3 clusters Score -9152691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -9152691.000000 Penalty: 5527.598145
	Iteration 94Q: 3 clusters Score -9152691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -9152691.000000 Penalty: 5527.598145
	Iteration 95Q: 3 clusters Score -9152691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -9152695.000000 Penalty: 5527.598145
	Iteration 96Q: 3 clusters Score -9152695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -9152699.000000 Penalty: 5527.598145
	Iteration 97Q: 3 clusters Score -9152699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -9152699.000000 Penalty: 5527.598145
	Iteration 98F: 3 clusters Score -9152699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Entering Unmasked Estep 
Score: -4325167.500000 Penalty: 2573.345459
	Iteration 0F: 2 clusters Score -4325168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4303272.500000 Penalty: 5146.690918
	Iteration 0F: 3 clusters Score -4303272 nChanged 14552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4311213.000000 Penalty: 5146.690918
	Iteration 1F: 3 clusters Score -4311213 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4311802.500000 Penalty: 5146.690918
	Iteration 2Q: 3 clusters Score -4311802 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4312417.500000 Penalty: 5146.690918
	Iteration 3Q: 3 clusters Score -4312418 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -4313173.500000 Penalty: 5146.690918
	Iteration 4Q: 3 clusters Score -4313174 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4314207.000000 Penalty: 5146.690918
	Iteration 5F: 3 clusters Score -4314207 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4315412.500000 Penalty: 5146.690918
	Iteration 6F: 3 clusters Score -4315412 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4316792.000000 Penalty: 5146.690918
	Iteration 7F: 3 clusters Score -4316792 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -4318218.500000 Penalty: 5146.690918
	Iteration 8F: 3 clusters Score -4318218 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4319528.500000 Penalty: 5146.690918
	Iteration 9F: 3 clusters Score -4319528 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -4320622.000000 Penalty: 5146.690918
	Iteration 10Q: 3 clusters Score -4320622 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -4321359.500000 Penalty: 5146.690918
	Iteration 11Q: 3 clusters Score -4321360 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -4321871.000000 Penalty: 5146.690918
	Iteration 12Q: 3 clusters Score -4321871 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -4322265.500000 Penalty: 5146.690918
	Iteration 13Q: 3 clusters Score -4322266 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -4322580.000000 Penalty: 5146.690918
	Iteration 14Q: 3 clusters Score -4322580 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -4322832.500000 Penalty: 5146.690918
	Iteration 15Q: 3 clusters Score -4322832 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4323011.000000 Penalty: 5146.690918
	Iteration 16Q: 3 clusters Score -4323011 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -4323167.500000 Penalty: 5146.690918
	Iteration 17Q: 3 clusters Score -4323168 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4323315.500000 Penalty: 5146.690918
	Iteration 18Q: 3 clusters Score -4323316 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -4323438.000000 Penalty: 5146.690918
	Iteration 19Q: 3 clusters Score -4323438 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4323528.500000 Penalty: 5146.690918
	Iteration 20F: 3 clusters Score -4323528 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4323623.000000 Penalty: 5146.690918
	Iteration 21Q: 3 clusters Score -4323623 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -4323690.000000 Penalty: 5146.690918
	Iteration 22Q: 3 clusters Score -4323690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4323737.500000 Penalty: 5146.690918
	Iteration 23Q: 3 clusters Score -4323738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4323797.000000 Penalty: 5146.690918
	Iteration 24Q: 3 clusters Score -4323797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -4323841.500000 Penalty: 5146.690918
	Iteration 25Q: 3 clusters Score -4323842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -4323876.000000 Penalty: 5146.690918
	Iteration 26Q: 3 clusters Score -4323876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4323896.000000 Penalty: 5146.690918
	Iteration 27Q: 3 clusters Score -4323896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -4323897.000000 Penalty: 5146.690918
	Iteration 28Q: 3 clusters Score -4323897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4323910.500000 Penalty: 5146.690918
	Iteration 29Q: 3 clusters Score -4323910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4323914.500000 Penalty: 5146.690918
	Iteration 30Q: 3 clusters Score -4323914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4323917.500000 Penalty: 5146.690918
	Iteration 31Q: 3 clusters Score -4323918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4323927.000000 Penalty: 5146.690918
	Iteration 32Q: 3 clusters Score -4323927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4323925.000000 Penalty: 5146.690918
	Iteration 33Q: 3 clusters Score -4323925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4323925.500000 Penalty: 5146.690918
	Iteration 34Q: 3 clusters Score -4323926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4323925.500000 Penalty: 5146.690918
	Iteration 35F: 3 clusters Score -4323926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -261934.078125 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -261934.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -259360.375000 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -259360.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -259808.546875 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -259808.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -259907.593750 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -259907.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -259961.875000 Penalty: 3770.791016
	Iteration 3Q: 3 clusters Score -259961.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -259987.812500 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -259987.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -260009.125000 Penalty: 3770.791016
	Iteration 5Q: 3 clusters Score -260009.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -260030.093750 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -260030.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -260050.093750 Penalty: 3770.791016
	Iteration 7Q: 3 clusters Score -260050.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -260070.015625 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -260070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -260079.390625 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -260079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -260085.453125 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -260085.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -260089.156250 Penalty: 3770.791016
	Iteration 11Q: 3 clusters Score -260089.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -260094.343750 Penalty: 3770.791016
	Iteration 12Q: 3 clusters Score -260094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -260097.656250 Penalty: 3770.791016
	Iteration 13Q: 3 clusters Score -260097.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -260104.500000 Penalty: 3770.791016
	Iteration 14Q: 3 clusters Score -260104.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -260114.875000 Penalty: 3770.791016
	Iteration 15Q: 3 clusters Score -260114.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -260124.437500 Penalty: 3770.791016
	Iteration 16Q: 3 clusters Score -260124.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -260133.312500 Penalty: 3770.791016
	Iteration 17Q: 3 clusters Score -260133.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -260139.890625 Penalty: 3770.791016
	Iteration 18Q: 3 clusters Score -260139.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -260145.468750 Penalty: 3770.791016
	Iteration 19Q: 3 clusters Score -260145.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -260154.875000 Penalty: 3770.791016
	Iteration 20F: 3 clusters Score -260154.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -260162.906250 Penalty: 3770.791016
	Iteration 21Q: 3 clusters Score -260162.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -260169.953125 Penalty: 3770.791016
	Iteration 22Q: 3 clusters Score -260170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -260179.250000 Penalty: 3770.791016
	Iteration 23Q: 3 clusters Score -260179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -260185.796875 Penalty: 3770.791016
	Iteration 24Q: 3 clusters Score -260185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -260190.703125 Penalty: 3770.791016
	Iteration 25Q: 3 clusters Score -260190.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -260193.890625 Penalty: 3770.791016
	Iteration 26Q: 3 clusters Score -260193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -260196.875000 Penalty: 3770.791016
	Iteration 27Q: 3 clusters Score -260196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -260201.437500 Penalty: 3770.791016
	Iteration 28Q: 3 clusters Score -260201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -260209.312500 Penalty: 3770.791016
	Iteration 29Q: 3 clusters Score -260209.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -260218.421875 Penalty: 3770.791016
	Iteration 30Q: 3 clusters Score -260218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -260223.265625 Penalty: 3770.791016
	Iteration 31Q: 3 clusters Score -260223.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -260230.671875 Penalty: 3770.791016
	Iteration 32Q: 3 clusters Score -260230.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -260242.000000 Penalty: 3770.791016
	Iteration 33Q: 3 clusters Score -260242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -260253.000000 Penalty: 3770.791016
	Iteration 34Q: 3 clusters Score -260253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -260262.046875 Penalty: 3770.791016
	Iteration 35Q: 3 clusters Score -260262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -260271.843750 Penalty: 3770.791016
	Iteration 36Q: 3 clusters Score -260271.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -260279.046875 Penalty: 3770.791016
	Iteration 37Q: 3 clusters Score -260279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -260289.281250 Penalty: 3770.791016
	Iteration 38Q: 3 clusters Score -260289.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -260299.203125 Penalty: 3770.791016
	Iteration 39Q: 3 clusters Score -260299.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -260310.796875 Penalty: 3770.791016
	Iteration 40F: 3 clusters Score -260310.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -260325.218750 Penalty: 3770.791016
	Iteration 41Q: 3 clusters Score -260325.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -260334.281250 Penalty: 3770.791016
	Iteration 42Q: 3 clusters Score -260334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -260341.562500 Penalty: 3770.791016
	Iteration 43Q: 3 clusters Score -260341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -260346.640625 Penalty: 3770.791016
	Iteration 44Q: 3 clusters Score -260346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -260351.703125 Penalty: 3770.791016
	Iteration 45Q: 3 clusters Score -260351.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -260358.843750 Penalty: 3770.791016
	Iteration 46Q: 3 clusters Score -260358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -260365.062500 Penalty: 3770.791016
	Iteration 47Q: 3 clusters Score -260365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -260368.312500 Penalty: 3770.791016
	Iteration 48Q: 3 clusters Score -260368.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -260369.765625 Penalty: 3770.791016
	Iteration 49Q: 3 clusters Score -260369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -260371.000000 Penalty: 3770.791016
	Iteration 50Q: 3 clusters Score -260371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -260371.640625 Penalty: 3770.791016
	Iteration 51Q: 3 clusters Score -260371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -260371.984375 Penalty: 3770.791016
	Iteration 52Q: 3 clusters Score -260372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -260371.984375 Penalty: 3770.791016
	Iteration 53F: 3 clusters Score -260372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -25571.699219 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -25571.7 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: -24364.785156 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -24364.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24544.191406 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -24544.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24667.812500 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -24667.81 nChanged 6
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: -24733.773438 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -24733.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24770.630859 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -24770.63 nChanged 5
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: -24808.328125 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -24808.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24817.839844 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -24817.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24817.839844 Penalty: 2754.267822
	Iteration 7F: 3 clusters Score -24817.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Entering Unmasked Estep 
Score: -4405063.500000 Penalty: 2598.946533
	Iteration 0F: 2 clusters Score -4405064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -4380805.000000 Penalty: 5197.893066
	Iteration 0F: 3 clusters Score -4380805 nChanged 16334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4389809.000000 Penalty: 5197.893066
	Iteration 1F: 3 clusters Score -4389809 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4390359.500000 Penalty: 5197.893066
	Iteration 2Q: 3 clusters Score -4390360 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4390941.000000 Penalty: 5197.893066
	Iteration 3Q: 3 clusters Score -4390941 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4391528.000000 Penalty: 5197.893066
	Iteration 4Q: 3 clusters Score -4391528 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4392294.000000 Penalty: 5197.893066
	Iteration 5Q: 3 clusters Score -4392294 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -4393266.500000 Penalty: 5197.893066
	Iteration 6F: 3 clusters Score -4393266 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4394361.000000 Penalty: 5197.893066
	Iteration 7F: 3 clusters Score -4394361 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -4395638.500000 Penalty: 5197.893066
	Iteration 8F: 3 clusters Score -4395638 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4397006.000000 Penalty: 5197.893066
	Iteration 9F: 3 clusters Score -4397006 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4398289.000000 Penalty: 5197.893066
	Iteration 10F: 3 clusters Score -4398289 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4399298.000000 Penalty: 5197.893066
	Iteration 11Q: 3 clusters Score -4399298 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4399908.000000 Penalty: 5197.893066
	Iteration 12Q: 3 clusters Score -4399908 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4400216.500000 Penalty: 5197.893066
	Iteration 13Q: 3 clusters Score -4400216 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4400416.000000 Penalty: 5197.893066
	Iteration 14Q: 3 clusters Score -4400416 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -4400550.500000 Penalty: 5197.893066
	Iteration 15Q: 3 clusters Score -4400550 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -4400654.500000 Penalty: 5197.893066
	Iteration 16Q: 3 clusters Score -4400654 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -4400735.000000 Penalty: 5197.893066
	Iteration 17Q: 3 clusters Score -4400735 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -4400816.000000 Penalty: 5197.893066
	Iteration 18Q: 3 clusters Score -4400816 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -4400872.000000 Penalty: 5197.893066
	Iteration 19Q: 3 clusters Score -4400872 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -4400930.500000 Penalty: 5197.893066
	Iteration 20F: 3 clusters Score -4400930 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -4401006.000000 Penalty: 5197.893066
	Iteration 21Q: 3 clusters Score -4401006 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4401084.500000 Penalty: 5197.893066
	Iteration 22Q: 3 clusters Score -4401084 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -4401169.000000 Penalty: 5197.893066
	Iteration 23Q: 3 clusters Score -4401169 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4401245.000000 Penalty: 5197.893066
	Iteration 24Q: 3 clusters Score -4401245 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -4401307.000000 Penalty: 5197.893066
	Iteration 25Q: 3 clusters Score -4401307 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -4401411.500000 Penalty: 5197.893066
	Iteration 26Q: 3 clusters Score -4401412 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -4401499.500000 Penalty: 5197.893066
	Iteration 27Q: 3 clusters Score -4401500 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4401574.000000 Penalty: 5197.893066
	Iteration 28Q: 3 clusters Score -4401574 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -4401678.500000 Penalty: 5197.893066
	Iteration 29Q: 3 clusters Score -4401678 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -4401755.500000 Penalty: 5197.893066
	Iteration 30Q: 3 clusters Score -4401756 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4401813.500000 Penalty: 5197.893066
	Iteration 31Q: 3 clusters Score -4401814 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4401893.000000 Penalty: 5197.893066
	Iteration 32Q: 3 clusters Score -4401893 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -4401982.000000 Penalty: 5197.893066
	Iteration 33Q: 3 clusters Score -4401982 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4402045.000000 Penalty: 5197.893066
	Iteration 34Q: 3 clusters Score -4402045 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4402109.000000 Penalty: 5197.893066
	Iteration 35Q: 3 clusters Score -4402109 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4402192.000000 Penalty: 5197.893066
	Iteration 36Q: 3 clusters Score -4402192 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4402241.000000 Penalty: 5197.893066
	Iteration 37Q: 3 clusters Score -4402241 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4402290.500000 Penalty: 5197.893066
	Iteration 38Q: 3 clusters Score -4402290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4402345.000000 Penalty: 5197.893066
	Iteration 39Q: 3 clusters Score -4402345 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4402427.000000 Penalty: 5197.893066
	Iteration 40F: 3 clusters Score -4402427 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4402492.500000 Penalty: 5197.893066
	Iteration 41Q: 3 clusters Score -4402492 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4402566.500000 Penalty: 5197.893066
	Iteration 42Q: 3 clusters Score -4402566 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4402647.000000 Penalty: 5197.893066
	Iteration 43Q: 3 clusters Score -4402647 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4402698.500000 Penalty: 5197.893066
	Iteration 44Q: 3 clusters Score -4402698 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4402744.000000 Penalty: 5197.893066
	Iteration 45Q: 3 clusters Score -4402744 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4402784.500000 Penalty: 5197.893066
	Iteration 46Q: 3 clusters Score -4402784 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4402820.500000 Penalty: 5197.893066
	Iteration 47Q: 3 clusters Score -4402820 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4402861.500000 Penalty: 5197.893066
	Iteration 48Q: 3 clusters Score -4402862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4402908.500000 Penalty: 5197.893066
	Iteration 49Q: 3 clusters Score -4402908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4402935.500000 Penalty: 5197.893066
	Iteration 50Q: 3 clusters Score -4402936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4402970.000000 Penalty: 5197.893066
	Iteration 51Q: 3 clusters Score -4402970 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4402994.000000 Penalty: 5197.893066
	Iteration 52Q: 3 clusters Score -4402994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4403017.000000 Penalty: 5197.893066
	Iteration 53Q: 3 clusters Score -4403017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4403031.000000 Penalty: 5197.893066
	Iteration 54Q: 3 clusters Score -4403031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4403038.500000 Penalty: 5197.893066
	Iteration 55Q: 3 clusters Score -4403038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4403043.000000 Penalty: 5197.893066
	Iteration 56Q: 3 clusters Score -4403043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4403055.500000 Penalty: 5197.893066
	Iteration 57Q: 3 clusters Score -4403056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4403061.000000 Penalty: 5197.893066
	Iteration 58Q: 3 clusters Score -4403061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4403072.500000 Penalty: 5197.893066
	Iteration 59Q: 3 clusters Score -4403072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4403075.500000 Penalty: 5197.893066
	Iteration 60F: 3 clusters Score -4403076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4403071.500000 Penalty: 5197.893066
	Iteration 61Q: 3 clusters Score -4403072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4403079.500000 Penalty: 5197.893066
	Iteration 62Q: 3 clusters Score -4403080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4403090.500000 Penalty: 5197.893066
	Iteration 63Q: 3 clusters Score -4403090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4403083.500000 Penalty: 5197.893066
	Iteration 64Q: 3 clusters Score -4403084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4403085.500000 Penalty: 5197.893066
	Iteration 65Q: 3 clusters Score -4403086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4403083.500000 Penalty: 5197.893066
	Iteration 66Q: 3 clusters Score -4403084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4403090.000000 Penalty: 5197.893066
	Iteration 67Q: 3 clusters Score -4403090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4403088.000000 Penalty: 5197.893066
	Iteration 68Q: 3 clusters Score -4403088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4403094.500000 Penalty: 5197.893066
	Iteration 69Q: 3 clusters Score -4403094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4403093.000000 Penalty: 5197.893066
	Iteration 70Q: 3 clusters Score -4403093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4403092.500000 Penalty: 5197.893066
	Iteration 71Q: 3 clusters Score -4403092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4403094.500000 Penalty: 5197.893066
	Iteration 72Q: 3 clusters Score -4403094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4403097.000000 Penalty: 5197.893066
	Iteration 73Q: 3 clusters Score -4403097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4403097.000000 Penalty: 5197.893066
	Iteration 74Q: 3 clusters Score -4403097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4403095.500000 Penalty: 5197.893066
	Iteration 75Q: 3 clusters Score -4403096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4403097.500000 Penalty: 5197.893066
	Iteration 76Q: 3 clusters Score -4403098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4403098.000000 Penalty: 5197.893066
	Iteration 77Q: 3 clusters Score -4403098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4403101.500000 Penalty: 5197.893066
	Iteration 78Q: 3 clusters Score -4403102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4403104.500000 Penalty: 5197.893066
	Iteration 79Q: 3 clusters Score -4403104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4403099.500000 Penalty: 5197.893066
	Iteration 80F: 3 clusters Score -4403100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4403101.000000 Penalty: 5197.893066
	Iteration 81Q: 3 clusters Score -4403101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4403101.000000 Penalty: 5197.893066
	Iteration 82F: 3 clusters Score -4403101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Entering Unmasked Estep 
Score: -3400170.250000 Penalty: 2514.107666
	Iteration 0F: 2 clusters Score -3400170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3382726.750000 Penalty: 5028.215332
	Iteration 0F: 3 clusters Score -3382727 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3388650.250000 Penalty: 5028.215332
	Iteration 1F: 3 clusters Score -3388650 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3389150.500000 Penalty: 5028.215332
	Iteration 2F: 3 clusters Score -3389150 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3389711.250000 Penalty: 5028.215332
	Iteration 3Q: 3 clusters Score -3389711 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3390267.000000 Penalty: 5028.215332
	Iteration 4Q: 3 clusters Score -3390267 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3390784.750000 Penalty: 5028.215332
	Iteration 5Q: 3 clusters Score -3390785 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3391316.250000 Penalty: 5028.215332
	Iteration 6Q: 3 clusters Score -3391316 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3391850.000000 Penalty: 5028.215332
	Iteration 7Q: 3 clusters Score -3391850 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3392411.250000 Penalty: 5028.215332
	Iteration 8Q: 3 clusters Score -3392411 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3392989.250000 Penalty: 5028.215332
	Iteration 9Q: 3 clusters Score -3392989 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3393598.250000 Penalty: 5028.215332
	Iteration 10Q: 3 clusters Score -3393598 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3394241.500000 Penalty: 5028.215332
	Iteration 11Q: 3 clusters Score -3394242 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3394873.500000 Penalty: 5028.215332
	Iteration 12Q: 3 clusters Score -3394874 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3395508.500000 Penalty: 5028.215332
	Iteration 13Q: 3 clusters Score -3395508 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3396104.000000 Penalty: 5028.215332
	Iteration 14Q: 3 clusters Score -3396104 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3396624.500000 Penalty: 5028.215332
	Iteration 15Q: 3 clusters Score -3396624 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3397113.750000 Penalty: 5028.215332
	Iteration 16Q: 3 clusters Score -3397114 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3397609.000000 Penalty: 5028.215332
	Iteration 17Q: 3 clusters Score -3397609 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3398007.250000 Penalty: 5028.215332
	Iteration 18Q: 3 clusters Score -3398007 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3398344.250000 Penalty: 5028.215332
	Iteration 19Q: 3 clusters Score -3398344 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3398630.000000 Penalty: 5028.215332
	Iteration 20F: 3 clusters Score -3398630 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3398830.250000 Penalty: 5028.215332
	Iteration 21Q: 3 clusters Score -3398830 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3398991.000000 Penalty: 5028.215332
	Iteration 22Q: 3 clusters Score -3398991 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3399138.250000 Penalty: 5028.215332
	Iteration 23Q: 3 clusters Score -3399138 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3399252.000000 Penalty: 5028.215332
	Iteration 24Q: 3 clusters Score -3399252 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3399325.750000 Penalty: 5028.215332
	Iteration 25Q: 3 clusters Score -3399326 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3399396.500000 Penalty: 5028.215332
	Iteration 26Q: 3 clusters Score -3399396 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3399466.750000 Penalty: 5028.215332
	Iteration 27Q: 3 clusters Score -3399467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3399529.500000 Penalty: 5028.215332
	Iteration 28Q: 3 clusters Score -3399530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3399554.000000 Penalty: 5028.215332
	Iteration 29Q: 3 clusters Score -3399554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3399569.500000 Penalty: 5028.215332
	Iteration 30Q: 3 clusters Score -3399570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3399588.250000 Penalty: 5028.215332
	Iteration 31Q: 3 clusters Score -3399588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3399599.250000 Penalty: 5028.215332
	Iteration 32Q: 3 clusters Score -3399599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3399607.250000 Penalty: 5028.215332
	Iteration 33Q: 3 clusters Score -3399607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3399616.500000 Penalty: 5028.215332
	Iteration 34Q: 3 clusters Score -3399616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3399622.250000 Penalty: 5028.215332
	Iteration 35Q: 3 clusters Score -3399622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3399625.750000 Penalty: 5028.215332
	Iteration 36Q: 3 clusters Score -3399626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3399639.500000 Penalty: 5028.215332
	Iteration 37Q: 3 clusters Score -3399640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3399649.750000 Penalty: 5028.215332
	Iteration 38Q: 3 clusters Score -3399650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3399649.500000 Penalty: 5028.215332
	Iteration 39Q: 3 clusters Score -3399650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3399655.750000 Penalty: 5028.215332
	Iteration 40F: 3 clusters Score -3399656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3399655.750000 Penalty: 5028.215332
	Iteration 41Q: 3 clusters Score -3399656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3399656.500000 Penalty: 5028.215332
	Iteration 42Q: 3 clusters Score -3399656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3399656.750000 Penalty: 5028.215332
	Iteration 43Q: 3 clusters Score -3399657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3399662.000000 Penalty: 5028.215332
	Iteration 44Q: 3 clusters Score -3399662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3399665.750000 Penalty: 5028.215332
	Iteration 45Q: 3 clusters Score -3399666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3399670.750000 Penalty: 5028.215332
	Iteration 46Q: 3 clusters Score -3399671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3399671.250000 Penalty: 5028.215332
	Iteration 47Q: 3 clusters Score -3399671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3399669.500000 Penalty: 5028.215332
	Iteration 48Q: 3 clusters Score -3399670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3399669.250000 Penalty: 5028.215332
	Iteration 49Q: 3 clusters Score -3399669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3399671.500000 Penalty: 5028.215332
	Iteration 50Q: 3 clusters Score -3399672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3399671.500000 Penalty: 5028.215332
	Iteration 51F: 3 clusters Score -3399672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185873 members 
Entering Unmasked Estep 
Score: -24658992.000000 Penalty: 3008.939209
	Iteration 0F: 2 clusters Score -2.465899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -24536952.000000 Penalty: 6017.878418
	Iteration 0F: 3 clusters Score -2.453695e+07 nChanged 89266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -24589562.000000 Penalty: 6017.878418
	Iteration 1F: 3 clusters Score -2.458956e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -24590678.000000 Penalty: 6017.878418
	Iteration 2Q: 3 clusters Score -2.459068e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -24592584.000000 Penalty: 6017.878418
	Iteration 3Q: 3 clusters Score -2.459258e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 113994 members 
Entering Unmasked Estep 
Score: -24596078.000000 Penalty: 6017.878418
	Iteration 4Q: 3 clusters Score -2.459608e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 125178 members 
Entering Unmasked Estep 
Score: -24602746.000000 Penalty: 6017.878418
	Iteration 5F: 3 clusters Score -2.460275e+07 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 140722 members 
Entering Unmasked Estep 
Score: -24614672.000000 Penalty: 6017.878418
	Iteration 6F: 3 clusters Score -2.461467e+07 nChanged 18078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 158792 members 
Entering Unmasked Estep 
Score: -24631638.000000 Penalty: 6017.878418
	Iteration 7F: 3 clusters Score -2.463164e+07 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 173684 members 
Entering Unmasked Estep 
Score: -24646054.000000 Penalty: 6017.878418
	Iteration 8F: 3 clusters Score -2.464605e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 181539 members 
Entering Unmasked Estep 
Score: -24652872.000000 Penalty: 6017.878418
	Iteration 9Q: 3 clusters Score -2.465287e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 184320 members 
Entering Unmasked Estep 
Score: -24655310.000000 Penalty: 6017.878418
	Iteration 10Q: 3 clusters Score -2.465531e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 185064 members 
Entering Unmasked Estep 
Score: -24655958.000000 Penalty: 6017.878418
	Iteration 11Q: 3 clusters Score -2.465596e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 185302 members 
Entering Unmasked Estep 
Score: -24656210.000000 Penalty: 6017.878418
	Iteration 12Q: 3 clusters Score -2.465621e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 185401 members 
Entering Unmasked Estep 
Score: -24656386.000000 Penalty: 6017.878418
	Iteration 13Q: 3 clusters Score -2.465639e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 185420 members 
Entering Unmasked Estep 
Score: -24656434.000000 Penalty: 6017.878418
	Iteration 14Q: 3 clusters Score -2.465643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 185436 members 
Entering Unmasked Estep 
Score: -24656474.000000 Penalty: 6017.878418
	Iteration 15Q: 3 clusters Score -2.465647e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 185446 members 
Entering Unmasked Estep 
Score: -24656522.000000 Penalty: 6017.878418
	Iteration 16Q: 3 clusters Score -2.465652e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 185450 members 
Entering Unmasked Estep 
Score: -24656522.000000 Penalty: 6017.878418
	Iteration 17Q: 3 clusters Score -2.465652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 185448 members 
Entering Unmasked Estep 
Score: -24656538.000000 Penalty: 6017.878418
	Iteration 18Q: 3 clusters Score -2.465654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 185449 members 
Entering Unmasked Estep 
Score: -24656548.000000 Penalty: 6017.878418
	Iteration 19Q: 3 clusters Score -2.465655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 185449 members 
Entering Unmasked Estep 
Score: -24656554.000000 Penalty: 6017.878418
	Iteration 20F: 3 clusters Score -2.465655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 185446 members 
Entering Unmasked Estep 
Score: -24656550.000000 Penalty: 6017.878418
	Iteration 21Q: 3 clusters Score -2.465655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 185443 members 
Entering Unmasked Estep 
Score: -24656560.000000 Penalty: 6017.878418
	Iteration 22Q: 3 clusters Score -2.465656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 185439 members 
Entering Unmasked Estep 
Score: -24656568.000000 Penalty: 6017.878418
	Iteration 23Q: 3 clusters Score -2.465657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 185440 members 
Entering Unmasked Estep 
Score: -24656566.000000 Penalty: 6017.878418
	Iteration 24Q: 3 clusters Score -2.465657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 185440 members 
Entering Unmasked Estep 
Score: -24656568.000000 Penalty: 6017.878418
	Iteration 25Q: 3 clusters Score -2.465657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 185438 members 
Entering Unmasked Estep 
Score: -24656576.000000 Penalty: 6017.878418
	Iteration 26Q: 3 clusters Score -2.465658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 185438 members 
Entering Unmasked Estep 
Score: -24656576.000000 Penalty: 6017.878418
	Iteration 27F: 3 clusters Score -2.465658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -621820.500000 Penalty: 2108.918213
	Iteration 0F: 2 clusters Score -621820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -617328.687500 Penalty: 4217.836426
	Iteration 0F: 3 clusters Score -617328.7 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -618700.250000 Penalty: 4217.836426
	Iteration 1F: 3 clusters Score -618700.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -619381.062500 Penalty: 4217.836426
	Iteration 2F: 3 clusters Score -619381.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -619923.250000 Penalty: 4217.836426
	Iteration 3F: 3 clusters Score -619923.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -620322.937500 Penalty: 4217.836426
	Iteration 4F: 3 clusters Score -620322.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -620660.062500 Penalty: 4217.836426
	Iteration 5F: 3 clusters Score -620660.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -620929.812500 Penalty: 4217.836426
	Iteration 6F: 3 clusters Score -620929.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -621096.000000 Penalty: 4217.836426
	Iteration 7Q: 3 clusters Score -621096 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -621229.250000 Penalty: 4217.836426
	Iteration 8Q: 3 clusters Score -621229.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -621353.000000 Penalty: 4217.836426
	Iteration 9Q: 3 clusters Score -621353 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -621484.062500 Penalty: 4217.836426
	Iteration 10Q: 3 clusters Score -621484.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -621615.812500 Penalty: 4217.836426
	Iteration 11Q: 3 clusters Score -621615.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -621721.125000 Penalty: 4217.836426
	Iteration 12Q: 3 clusters Score -621721.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -621775.812500 Penalty: 4217.836426
	Iteration 13Q: 3 clusters Score -621775.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -621830.937500 Penalty: 4217.836426
	Iteration 14Q: 3 clusters Score -621830.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -621883.937500 Penalty: 4217.836426
	Iteration 15Q: 3 clusters Score -621883.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -621931.875000 Penalty: 4217.836426
	Iteration 16Q: 3 clusters Score -621931.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -621968.062500 Penalty: 4217.836426
	Iteration 17Q: 3 clusters Score -621968.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -621994.062500 Penalty: 4217.836426
	Iteration 18Q: 3 clusters Score -621994.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -622012.937500 Penalty: 4217.836426
	Iteration 19Q: 3 clusters Score -622012.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -622029.500000 Penalty: 4217.836426
	Iteration 20F: 3 clusters Score -622029.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -622041.500000 Penalty: 4217.836426
	Iteration 21Q: 3 clusters Score -622041.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -622053.500000 Penalty: 4217.836426
	Iteration 22Q: 3 clusters Score -622053.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -622063.437500 Penalty: 4217.836426
	Iteration 23Q: 3 clusters Score -622063.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -622067.687500 Penalty: 4217.836426
	Iteration 24Q: 3 clusters Score -622067.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -622073.250000 Penalty: 4217.836426
	Iteration 25Q: 3 clusters Score -622073.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -622075.875000 Penalty: 4217.836426
	Iteration 26Q: 3 clusters Score -622075.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -622080.750000 Penalty: 4217.836426
	Iteration 27Q: 3 clusters Score -622080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -622083.875000 Penalty: 4217.836426
	Iteration 28Q: 3 clusters Score -622083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -622085.062500 Penalty: 4217.836426
	Iteration 29Q: 3 clusters Score -622085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -622085.437500 Penalty: 4217.836426
	Iteration 30Q: 3 clusters Score -622085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -622087.312500 Penalty: 4217.836426
	Iteration 31Q: 3 clusters Score -622087.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -622087.062500 Penalty: 4217.836426
	Iteration 32Q: 3 clusters Score -622087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -622088.625000 Penalty: 4217.836426
	Iteration 33Q: 3 clusters Score -622088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -622087.562500 Penalty: 4217.836426
	Iteration 34Q: 3 clusters Score -622087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -622088.312500 Penalty: 4217.836426
	Iteration 35Q: 3 clusters Score -622088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -622088.187500 Penalty: 4217.836426
	Iteration 36Q: 3 clusters Score -622088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -622089.187500 Penalty: 4217.836426
	Iteration 37Q: 3 clusters Score -622089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -622089.187500 Penalty: 4217.836426
	Iteration 38F: 3 clusters Score -622089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 191008 members 
Mstep: Class 4 contains 10260 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 17887 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 49841 members 
Mstep: Class 9 contains 8868 members 
Mstep: Class 10 contains 43741 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 203142 members 
Mstep: Class 13 contains 9133 members 
Mstep: Class 14 contains 69172 members 
Mstep: Class 15 contains 32093 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 25274 members 
Mstep: Class 20 contains 185873 members 
Mstep: Class 21 contains 1959 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 99984 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 2974 members 
Entering Unmasked Estep 
Score: -133233200.000000 Penalty: 92692.289062
Splitting cluster 21 changes total score from -133233688.000000 to -133233200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -509739.125000 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -509739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -505830.937500 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -505830.9 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -506766.187500 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -506766.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -507089.125000 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -507089.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -507400.187500 Penalty: 4116.198730
	Iteration 3F: 3 clusters Score -507400.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -507691.968750 Penalty: 4116.198730
	Iteration 4F: 3 clusters Score -507692 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -507892.500000 Penalty: 4116.198730
	Iteration 5F: 3 clusters Score -507892.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -508036.406250 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -508036.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -508167.031250 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -508167 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -508241.500000 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -508241.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -508290.812500 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -508290.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -508324.156250 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -508324.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -508347.843750 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -508347.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -508363.187500 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -508363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -508372.437500 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -508372.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -508382.187500 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -508382.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -508392.062500 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -508392.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -508399.656250 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -508399.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -508403.312500 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -508403.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -508406.937500 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -508406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -508411.468750 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -508411.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -508415.062500 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -508415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -508416.812500 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -508416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -508417.875000 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -508417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -508417.968750 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -508418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -508417.968750 Penalty: 4116.198730
	Iteration 24F: 3 clusters Score -508418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -75377.289062 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -75377.29 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 380 members 
Entering Unmasked Estep 
Score: -73751.242188 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -73751.24 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74023.812500 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -74023.81 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74121.718750 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -74121.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74205.179688 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -74205.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74280.781250 Penalty: 3280.903809
	Iteration 4F: 3 clusters Score -74280.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74366.250000 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -74366.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74449.296875 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -74449.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -74549.812500 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -74549.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -74703.875000 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -74703.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74885.343750 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -74885.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -75032.132812 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -75032.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -75090.046875 Penalty: 3280.903809
	Iteration 11Q: 3 clusters Score -75090.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -75110.125000 Penalty: 3280.903809
	Iteration 12Q: 3 clusters Score -75110.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -75124.914062 Penalty: 3280.903809
	Iteration 13Q: 3 clusters Score -75124.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -75139.085938 Penalty: 3280.903809
	Iteration 14Q: 3 clusters Score -75139.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -75180.101562 Penalty: 3280.903809
	Iteration 15Q: 3 clusters Score -75180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -75209.445312 Penalty: 3280.903809
	Iteration 16Q: 3 clusters Score -75209.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -75220.703125 Penalty: 3280.903809
	Iteration 17Q: 3 clusters Score -75220.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -75223.148438 Penalty: 3280.903809
	Iteration 18F: 3 clusters Score -75223.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75225.554688 Penalty: 3280.903809
	Iteration 19Q: 3 clusters Score -75225.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -75234.898438 Penalty: 3280.903809
	Iteration 20F: 3 clusters Score -75234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -75245.109375 Penalty: 3280.903809
	Iteration 21Q: 3 clusters Score -75245.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -75247.664062 Penalty: 3280.903809
	Iteration 22Q: 3 clusters Score -75247.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -75252.921875 Penalty: 3280.903809
	Iteration 23Q: 3 clusters Score -75252.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -75254.695312 Penalty: 3280.903809
	Iteration 24Q: 3 clusters Score -75254.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -75254.695312 Penalty: 3280.903809
	Iteration 25F: 3 clusters Score -75254.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (99984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Entering Unmasked Estep 
Score: -13343613.000000 Penalty: 2855.166016
	Iteration 0F: 2 clusters Score -1.334361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -13276939.000000 Penalty: 5710.332031
	Iteration 0F: 3 clusters Score -1.327694e+07 nChanged 47236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -13304199.000000 Penalty: 5710.332031
	Iteration 1F: 3 clusters Score -1.33042e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -13304912.000000 Penalty: 5710.332031
	Iteration 2Q: 3 clusters Score -1.330491e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -13305650.000000 Penalty: 5710.332031
	Iteration 3Q: 3 clusters Score -1.330565e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -13306557.000000 Penalty: 5710.332031
	Iteration 4Q: 3 clusters Score -1.330656e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -13307667.000000 Penalty: 5710.332031
	Iteration 5Q: 3 clusters Score -1.330767e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -13308917.000000 Penalty: 5710.332031
	Iteration 6Q: 3 clusters Score -1.330892e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -13310298.000000 Penalty: 5710.332031
	Iteration 7Q: 3 clusters Score -1.33103e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -13312118.000000 Penalty: 5710.332031
	Iteration 8Q: 3 clusters Score -1.331212e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -13314759.000000 Penalty: 5710.332031
	Iteration 9Q: 3 clusters Score -1.331476e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -13318348.000000 Penalty: 5710.332031
	Iteration 10F: 3 clusters Score -1.331835e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -13322538.000000 Penalty: 5710.332031
	Iteration 11F: 3 clusters Score -1.332254e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -13326446.000000 Penalty: 5710.332031
	Iteration 12F: 3 clusters Score -1.332645e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -13329003.000000 Penalty: 5710.332031
	Iteration 13Q: 3 clusters Score -1.3329e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -13330674.000000 Penalty: 5710.332031
	Iteration 14Q: 3 clusters Score -1.333067e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -13331742.000000 Penalty: 5710.332031
	Iteration 15Q: 3 clusters Score -1.333174e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83068 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -13332745.000000 Penalty: 5710.332031
	Iteration 16Q: 3 clusters Score -1.333274e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -13333670.000000 Penalty: 5710.332031
	Iteration 17Q: 3 clusters Score -1.333367e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -13334650.000000 Penalty: 5710.332031
	Iteration 18Q: 3 clusters Score -1.333465e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -13335683.000000 Penalty: 5710.332031
	Iteration 19Q: 3 clusters Score -1.333568e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -13336636.000000 Penalty: 5710.332031
	Iteration 20F: 3 clusters Score -1.333664e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -13337582.000000 Penalty: 5710.332031
	Iteration 21Q: 3 clusters Score -1.333758e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -13338284.000000 Penalty: 5710.332031
	Iteration 22Q: 3 clusters Score -1.333828e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -13338939.000000 Penalty: 5710.332031
	Iteration 23Q: 3 clusters Score -1.333894e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -13339480.000000 Penalty: 5710.332031
	Iteration 24Q: 3 clusters Score -1.333948e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -13339860.000000 Penalty: 5710.332031
	Iteration 25Q: 3 clusters Score -1.333986e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -13340139.000000 Penalty: 5710.332031
	Iteration 26Q: 3 clusters Score -1.334014e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -13340386.000000 Penalty: 5710.332031
	Iteration 27Q: 3 clusters Score -1.334039e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -13340577.000000 Penalty: 5710.332031
	Iteration 28Q: 3 clusters Score -1.334058e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -13340708.000000 Penalty: 5710.332031
	Iteration 29Q: 3 clusters Score -1.334071e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -13340759.000000 Penalty: 5710.332031
	Iteration 30Q: 3 clusters Score -1.334076e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13340842.000000 Penalty: 5710.332031
	Iteration 31Q: 3 clusters Score -1.334084e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13340935.000000 Penalty: 5710.332031
	Iteration 32Q: 3 clusters Score -1.334094e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -13340978.000000 Penalty: 5710.332031
	Iteration 33Q: 3 clusters Score -1.334098e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -13341042.000000 Penalty: 5710.332031
	Iteration 34Q: 3 clusters Score -1.334104e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13341111.000000 Penalty: 5710.332031
	Iteration 35Q: 3 clusters Score -1.334111e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -13341168.000000 Penalty: 5710.332031
	Iteration 36Q: 3 clusters Score -1.334117e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -13341179.000000 Penalty: 5710.332031
	Iteration 37Q: 3 clusters Score -1.334118e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13341228.000000 Penalty: 5710.332031
	Iteration 38Q: 3 clusters Score -1.334123e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13341208.000000 Penalty: 5710.332031
	Iteration 39Q: 3 clusters Score -1.334121e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13341241.000000 Penalty: 5710.332031
	Iteration 40F: 3 clusters Score -1.334124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -13341249.000000 Penalty: 5710.332031
	Iteration 41Q: 3 clusters Score -1.334125e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13341259.000000 Penalty: 5710.332031
	Iteration 42Q: 3 clusters Score -1.334126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98646 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -13341276.000000 Penalty: 5710.332031
	Iteration 43Q: 3 clusters Score -1.334128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13341296.000000 Penalty: 5710.332031
	Iteration 44Q: 3 clusters Score -1.33413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13341297.000000 Penalty: 5710.332031
	Iteration 45Q: 3 clusters Score -1.33413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13341298.000000 Penalty: 5710.332031
	Iteration 46Q: 3 clusters Score -1.33413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13341297.000000 Penalty: 5710.332031
	Iteration 47Q: 3 clusters Score -1.33413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13341304.000000 Penalty: 5710.332031
	Iteration 48Q: 3 clusters Score -1.33413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -13341322.000000 Penalty: 5710.332031
	Iteration 49Q: 3 clusters Score -1.334132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13341326.000000 Penalty: 5710.332031
	Iteration 50Q: 3 clusters Score -1.334133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -13341328.000000 Penalty: 5710.332031
	Iteration 51Q: 3 clusters Score -1.334133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13341347.000000 Penalty: 5710.332031
	Iteration 52Q: 3 clusters Score -1.334135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -13341350.000000 Penalty: 5710.332031
	Iteration 53Q: 3 clusters Score -1.334135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98779 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -13341341.000000 Penalty: 5710.332031
	Iteration 54Q: 3 clusters Score -1.334134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13341344.000000 Penalty: 5710.332031
	Iteration 55Q: 3 clusters Score -1.334134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13341341.000000 Penalty: 5710.332031
	Iteration 56Q: 3 clusters Score -1.334134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -13341363.000000 Penalty: 5710.332031
	Iteration 57Q: 3 clusters Score -1.334136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13341357.000000 Penalty: 5710.332031
	Iteration 58Q: 3 clusters Score -1.334136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13341362.000000 Penalty: 5710.332031
	Iteration 59Q: 3 clusters Score -1.334136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13341367.000000 Penalty: 5710.332031
	Iteration 60F: 3 clusters Score -1.334137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13341366.000000 Penalty: 5710.332031
	Iteration 61Q: 3 clusters Score -1.334137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13341358.000000 Penalty: 5710.332031
	Iteration 62Q: 3 clusters Score -1.334136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13341377.000000 Penalty: 5710.332031
	Iteration 63Q: 3 clusters Score -1.334138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13341379.000000 Penalty: 5710.332031
	Iteration 64Q: 3 clusters Score -1.334138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13341383.000000 Penalty: 5710.332031
	Iteration 65Q: 3 clusters Score -1.334138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -13341376.000000 Penalty: 5710.332031
	Iteration 66Q: 3 clusters Score -1.334138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13341388.000000 Penalty: 5710.332031
	Iteration 67Q: 3 clusters Score -1.334139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13341410.000000 Penalty: 5710.332031
	Iteration 68Q: 3 clusters Score -1.334141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98888 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13341402.000000 Penalty: 5710.332031
	Iteration 69Q: 3 clusters Score -1.33414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13341405.000000 Penalty: 5710.332031
	Iteration 70Q: 3 clusters Score -1.33414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13341397.000000 Penalty: 5710.332031
	Iteration 71Q: 3 clusters Score -1.33414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13341389.000000 Penalty: 5710.332031
	Iteration 72Q: 3 clusters Score -1.334139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98906 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13341386.000000 Penalty: 5710.332031
	Iteration 73Q: 3 clusters Score -1.334139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13341395.000000 Penalty: 5710.332031
	Iteration 74Q: 3 clusters Score -1.33414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -13341398.000000 Penalty: 5710.332031
	Iteration 75Q: 3 clusters Score -1.33414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13341402.000000 Penalty: 5710.332031
	Iteration 76Q: 3 clusters Score -1.33414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13341407.000000 Penalty: 5710.332031
	Iteration 77Q: 3 clusters Score -1.334141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13341394.000000 Penalty: 5710.332031
	Iteration 78Q: 3 clusters Score -1.334139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13341401.000000 Penalty: 5710.332031
	Iteration 79Q: 3 clusters Score -1.33414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13341401.000000 Penalty: 5710.332031
	Iteration 80F: 3 clusters Score -1.33414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -119720.000000 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -119720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117812.937500 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -117812.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118753.992188 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -118754 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119493.343750 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -119493.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -119854.664062 Penalty: 3476.666748
	Iteration 3F: 3 clusters Score -119854.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -120108.328125 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -120108.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -120392.265625 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -120392.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -120505.109375 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -120505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -120540.593750 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -120540.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -120585.968750 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -120586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120617.257812 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -120617.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120635.656250 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -120635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120658.031250 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -120658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -120716.718750 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -120716.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120801.117188 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -120801.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120853.804688 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -120853.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -120903.523438 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -120903.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -120959.484375 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -120959.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -121059.429688 Penalty: 3476.666748
	Iteration 17Q: 3 clusters Score -121059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -121197.062500 Penalty: 3476.666748
	Iteration 18Q: 3 clusters Score -121197.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121376.242188 Penalty: 3476.666748
	Iteration 19Q: 3 clusters Score -121376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -121413.250000 Penalty: 3476.666748
	Iteration 20F: 3 clusters Score -121413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 191008 members 
Mstep: Class 4 contains 10260 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 17887 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 49841 members 
Mstep: Class 9 contains 8868 members 
Mstep: Class 10 contains 43741 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 203142 members 
Mstep: Class 13 contains 9133 members 
Mstep: Class 14 contains 69172 members 
Mstep: Class 15 contains 32093 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 25274 members 
Mstep: Class 20 contains 185873 members 
Mstep: Class 21 contains 4933 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 99984 members 
Mstep: Class 25 contains 494 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 613 members 
Entering Unmasked Estep 
Score: -133234112.000000 Penalty: 92692.289062
Splitting cluster 25 changes total score from -133233688.000000 to -133234112.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 191008 members 
Mstep: Class 4 contains 10260 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 17887 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 49841 members 
Mstep: Class 9 contains 8868 members 
Mstep: Class 10 contains 43741 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 203142 members 
Mstep: Class 13 contains 9133 members 
Mstep: Class 14 contains 69172 members 
Mstep: Class 15 contains 32093 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 25274 members 
Mstep: Class 20 contains 185873 members 
Mstep: Class 21 contains 4933 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 99984 members 
Mstep: Class 25 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234424.000000 Penalty: 92692.289062
Iteration 79Q: 28 clusters Score -1.332344e+08 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 190938 members 
Mstep: Class 4 contains 10247 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17907 members 
Mstep: Class 7 contains 26532 members 
Mstep: Class 8 contains 50452 members 
Mstep: Class 9 contains 8879 members 
Mstep: Class 10 contains 43756 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 203560 members 
Mstep: Class 13 contains 9206 members 
Mstep: Class 14 contains 68599 members 
Mstep: Class 15 contains 32681 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 35581 members 
Mstep: Class 19 contains 25273 members 
Mstep: Class 20 contains 186017 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 4048 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 98693 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235064.000000 Penalty: 92692.289062
Iteration 80F: 28 clusters Score -1.332351e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 190869 members 
Mstep: Class 4 contains 10241 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17916 members 
Mstep: Class 7 contains 26554 members 
Mstep: Class 8 contains 51040 members 
Mstep: Class 9 contains 8903 members 
Mstep: Class 10 contains 43754 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 203996 members 
Mstep: Class 13 contains 9261 members 
Mstep: Class 14 contains 68038 members 
Mstep: Class 15 contains 33202 members 
Mstep: Class 16 contains 2010 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 35576 members 
Mstep: Class 19 contains 25289 members 
Mstep: Class 20 contains 186131 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 4073 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 97449 members 
Mstep: Class 25 contains 499 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235488.000000 Penalty: 92692.289062
Iteration 81Q: 28 clusters Score -1.332355e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 190782 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17917 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 51590 members 
Mstep: Class 9 contains 8919 members 
Mstep: Class 10 contains 43758 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 204450 members 
Mstep: Class 13 contains 9338 members 
Mstep: Class 14 contains 67513 members 
Mstep: Class 15 contains 33637 members 
Mstep: Class 16 contains 2011 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 35562 members 
Mstep: Class 19 contains 25314 members 
Mstep: Class 20 contains 186219 members 
Mstep: Class 21 contains 5051 members 
Mstep: Class 22 contains 4096 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 96349 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 544 members 
Mstep: Class 27 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235704.000000 Penalty: 92692.289062
Iteration 82Q: 28 clusters Score -1.332357e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 190669 members 
Mstep: Class 4 contains 10216 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17917 members 
Mstep: Class 7 contains 26595 members 
Mstep: Class 8 contains 52157 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 43778 members 
Mstep: Class 11 contains 363 members 
Mstep: Class 12 contains 204826 members 
Mstep: Class 13 contains 9408 members 
Mstep: Class 14 contains 67003 members 
Mstep: Class 15 contains 33992 members 
Mstep: Class 16 contains 2011 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 35554 members 
Mstep: Class 19 contains 25331 members 
Mstep: Class 20 contains 186311 members 
Mstep: Class 21 contains 5087 members 
Mstep: Class 22 contains 4122 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 95387 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236200.000000 Penalty: 92692.289062
Iteration 83Q: 28 clusters Score -1.332362e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190566 members 
Mstep: Class 4 contains 10212 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17914 members 
Mstep: Class 7 contains 26607 members 
Mstep: Class 8 contains 52788 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 43813 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 205145 members 
Mstep: Class 13 contains 9475 members 
Mstep: Class 14 contains 66457 members 
Mstep: Class 15 contains 34321 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 17 contains 229 members 
Mstep: Class 18 contains 35548 members 
Mstep: Class 19 contains 25336 members 
Mstep: Class 20 contains 186412 members 
Mstep: Class 21 contains 5116 members 
Mstep: Class 22 contains 4141 members 
Mstep: Class 23 contains 750 members 
Mstep: Class 24 contains 94489 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236656.000000 Penalty: 92692.289062
Iteration 84Q: 28 clusters Score -1.332367e+08 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 190479 members 
Mstep: Class 4 contains 10199 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 26626 members 
Mstep: Class 8 contains 53416 members 
Mstep: Class 9 contains 8971 members 
Mstep: Class 10 contains 43820 members 
Mstep: Class 11 contains 346 members 
Mstep: Class 12 contains 205411 members 
Mstep: Class 13 contains 9548 members 
Mstep: Class 14 contains 65926 members 
Mstep: Class 15 contains 34590 members 
Mstep: Class 16 contains 2019 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35529 members 
Mstep: Class 19 contains 25350 members 
Mstep: Class 20 contains 186502 members 
Mstep: Class 21 contains 5156 members 
Mstep: Class 22 contains 4161 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 93665 members 
Mstep: Class 25 contains 505 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236944.000000 Penalty: 92692.289062
Iteration 85Q: 28 clusters Score -1.332369e+08 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 190407 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17917 members 
Mstep: Class 7 contains 26643 members 
Mstep: Class 8 contains 54010 members 
Mstep: Class 9 contains 8993 members 
Mstep: Class 10 contains 43836 members 
Mstep: Class 11 contains 340 members 
Mstep: Class 12 contains 205717 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 65382 members 
Mstep: Class 15 contains 34826 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 35520 members 
Mstep: Class 19 contains 25349 members 
Mstep: Class 20 contains 186537 members 
Mstep: Class 21 contains 5196 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 752 members 
Mstep: Class 24 contains 92925 members 
Mstep: Class 25 contains 506 members 
Mstep: Class 26 contains 579 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236968.000000 Penalty: 92692.289062
Iteration 86Q: 28 clusters Score -1.33237e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 190344 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 26649 members 
Mstep: Class 8 contains 54648 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 43836 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 206017 members 
Mstep: Class 13 contains 9711 members 
Mstep: Class 14 contains 64804 members 
Mstep: Class 15 contains 35022 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 35517 members 
Mstep: Class 19 contains 25354 members 
Mstep: Class 20 contains 186599 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 4199 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 92229 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236912.000000 Penalty: 92692.289062
Iteration 87Q: 28 clusters Score -1.332369e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190282 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17910 members 
Mstep: Class 7 contains 26653 members 
Mstep: Class 8 contains 55324 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 43826 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 206304 members 
Mstep: Class 13 contains 9785 members 
Mstep: Class 14 contains 64180 members 
Mstep: Class 15 contains 35185 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 35522 members 
Mstep: Class 19 contains 25361 members 
Mstep: Class 20 contains 186680 members 
Mstep: Class 21 contains 5245 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 758 members 
Mstep: Class 24 contains 91564 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237080.000000 Penalty: 92692.289062
Iteration 88Q: 28 clusters Score -1.332371e+08 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190185 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17910 members 
Mstep: Class 7 contains 26651 members 
Mstep: Class 8 contains 56029 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 43830 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 206573 members 
Mstep: Class 13 contains 9873 members 
Mstep: Class 14 contains 63556 members 
Mstep: Class 15 contains 35324 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35516 members 
Mstep: Class 19 contains 25348 members 
Mstep: Class 20 contains 186817 members 
Mstep: Class 21 contains 5249 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 762 members 
Mstep: Class 24 contains 90902 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 604 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237496.000000 Penalty: 92692.289062
Iteration 89Q: 28 clusters Score -1.332375e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190102 members 
Mstep: Class 4 contains 10147 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26647 members 
Mstep: Class 8 contains 56814 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 43816 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 206804 members 
Mstep: Class 13 contains 9964 members 
Mstep: Class 14 contains 62876 members 
Mstep: Class 15 contains 35446 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35483 members 
Mstep: Class 19 contains 25341 members 
Mstep: Class 20 contains 187010 members 
Mstep: Class 21 contains 5253 members 
Mstep: Class 22 contains 4266 members 
Mstep: Class 23 contains 765 members 
Mstep: Class 24 contains 90254 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237584.000000 Penalty: 92692.289062
Iteration 90Q: 28 clusters Score -1.332376e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190005 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17904 members 
Mstep: Class 7 contains 26658 members 
Mstep: Class 8 contains 57642 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 10 contains 43815 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 206926 members 
Mstep: Class 13 contains 10074 members 
Mstep: Class 14 contains 62178 members 
Mstep: Class 15 contains 35534 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35452 members 
Mstep: Class 19 contains 25344 members 
Mstep: Class 20 contains 187161 members 
Mstep: Class 21 contains 5250 members 
Mstep: Class 22 contains 4290 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 89724 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238472.000000 Penalty: 92692.289062
Iteration 91Q: 28 clusters Score -1.332385e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 189924 members 
Mstep: Class 4 contains 10134 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26671 members 
Mstep: Class 8 contains 58531 members 
Mstep: Class 9 contains 9166 members 
Mstep: Class 10 contains 43813 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 207012 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 61415 members 
Mstep: Class 15 contains 35611 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35423 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 187272 members 
Mstep: Class 21 contains 5243 members 
Mstep: Class 22 contains 4307 members 
Mstep: Class 23 contains 775 members 
Mstep: Class 24 contains 89259 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238752.000000 Penalty: 92692.289062
Iteration 92Q: 28 clusters Score -1.332388e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 189827 members 
Mstep: Class 4 contains 10124 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17904 members 
Mstep: Class 7 contains 26672 members 
Mstep: Class 8 contains 59522 members 
Mstep: Class 9 contains 9186 members 
Mstep: Class 10 contains 43809 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 207017 members 
Mstep: Class 13 contains 10308 members 
Mstep: Class 14 contains 60638 members 
Mstep: Class 15 contains 35679 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35374 members 
Mstep: Class 19 contains 25370 members 
Mstep: Class 20 contains 187446 members 
Mstep: Class 21 contains 5245 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 88795 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239400.000000 Penalty: 92692.289062
Iteration 93Q: 28 clusters Score -1.332394e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 189707 members 
Mstep: Class 4 contains 10110 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17910 members 
Mstep: Class 7 contains 26661 members 
Mstep: Class 8 contains 60588 members 
Mstep: Class 9 contains 9209 members 
Mstep: Class 10 contains 43807 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 207004 members 
Mstep: Class 13 contains 10431 members 
Mstep: Class 14 contains 59819 members 
Mstep: Class 15 contains 35729 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35328 members 
Mstep: Class 19 contains 25377 members 
Mstep: Class 20 contains 187567 members 
Mstep: Class 21 contains 5252 members 
Mstep: Class 22 contains 4341 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 88394 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240000.000000 Penalty: 92692.289062
Iteration 94Q: 28 clusters Score -1.3324e+08 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 189613 members 
Mstep: Class 4 contains 10095 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17922 members 
Mstep: Class 7 contains 26659 members 
Mstep: Class 8 contains 61711 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 43797 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 206958 members 
Mstep: Class 13 contains 10559 members 
Mstep: Class 14 contains 58964 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35294 members 
Mstep: Class 19 contains 25380 members 
Mstep: Class 20 contains 187666 members 
Mstep: Class 21 contains 5254 members 
Mstep: Class 22 contains 4359 members 
Mstep: Class 23 contains 794 members 
Mstep: Class 24 contains 88006 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240688.000000 Penalty: 92692.289062
Iteration 95Q: 28 clusters Score -1.332407e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 189544 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17936 members 
Mstep: Class 7 contains 26644 members 
Mstep: Class 8 contains 62864 members 
Mstep: Class 9 contains 9261 members 
Mstep: Class 10 contains 43786 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 206842 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 58101 members 
Mstep: Class 15 contains 35808 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35245 members 
Mstep: Class 19 contains 25380 members 
Mstep: Class 20 contains 187739 members 
Mstep: Class 21 contains 5258 members 
Mstep: Class 22 contains 4383 members 
Mstep: Class 23 contains 801 members 
Mstep: Class 24 contains 87644 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241528.000000 Penalty: 92692.289062
Iteration 96Q: 28 clusters Score -1.332415e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 189447 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17944 members 
Mstep: Class 7 contains 26628 members 
Mstep: Class 8 contains 64041 members 
Mstep: Class 9 contains 9290 members 
Mstep: Class 10 contains 43758 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 206722 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 57275 members 
Mstep: Class 15 contains 35834 members 
Mstep: Class 16 contains 2047 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35189 members 
Mstep: Class 19 contains 25364 members 
Mstep: Class 20 contains 187820 members 
Mstep: Class 21 contains 5265 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 809 members 
Mstep: Class 24 contains 87300 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242640.000000 Penalty: 92692.289062
Iteration 97Q: 28 clusters Score -1.332426e+08 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 189402 members 
Mstep: Class 4 contains 10064 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17964 members 
Mstep: Class 7 contains 26624 members 
Mstep: Class 8 contains 65155 members 
Mstep: Class 9 contains 9324 members 
Mstep: Class 10 contains 43744 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 206555 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 56451 members 
Mstep: Class 15 contains 35859 members 
Mstep: Class 16 contains 2046 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35109 members 
Mstep: Class 19 contains 25359 members 
Mstep: Class 20 contains 187923 members 
Mstep: Class 21 contains 5272 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 815 members 
Mstep: Class 24 contains 86951 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243456.000000 Penalty: 92692.289062
Iteration 98Q: 28 clusters Score -1.332435e+08 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 189391 members 
Mstep: Class 4 contains 10054 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17971 members 
Mstep: Class 7 contains 26626 members 
Mstep: Class 8 contains 66152 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 10 contains 43745 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 206338 members 
Mstep: Class 13 contains 11277 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 35889 members 
Mstep: Class 16 contains 2046 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 35036 members 
Mstep: Class 19 contains 25349 members 
Mstep: Class 20 contains 187991 members 
Mstep: Class 21 contains 5278 members 
Mstep: Class 22 contains 4441 members 
Mstep: Class 23 contains 821 members 
Mstep: Class 24 contains 86631 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243880.000000 Penalty: 92692.289062
Iteration 99Q: 28 clusters Score -1.332439e+08 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 189395 members 
Mstep: Class 4 contains 10047 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17976 members 
Mstep: Class 7 contains 26627 members 
Mstep: Class 8 contains 67106 members 
Mstep: Class 9 contains 9374 members 
Mstep: Class 10 contains 43726 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 206154 members 
Mstep: Class 13 contains 11470 members 
Mstep: Class 14 contains 55126 members 
Mstep: Class 15 contains 35921 members 
Mstep: Class 16 contains 2045 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34963 members 
Mstep: Class 19 contains 25341 members 
Mstep: Class 20 contains 187992 members 
Mstep: Class 21 contains 5293 members 
Mstep: Class 22 contains 4460 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 86297 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245016.000000 Penalty: 92692.289062
Iteration 100F: 28 clusters Score -1.33245e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 189400 members 
Mstep: Class 4 contains 10040 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 17974 members 
Mstep: Class 7 contains 26616 members 
Mstep: Class 8 contains 68028 members 
Mstep: Class 9 contains 9390 members 
Mstep: Class 10 contains 43700 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 205988 members 
Mstep: Class 13 contains 11649 members 
Mstep: Class 14 contains 54606 members 
Mstep: Class 15 contains 35945 members 
Mstep: Class 16 contains 2046 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34855 members 
Mstep: Class 19 contains 25336 members 
Mstep: Class 20 contains 187997 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 840 members 
Mstep: Class 24 contains 85965 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245944.000000 Penalty: 92692.289062
Iteration 101Q: 28 clusters Score -1.332459e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 189427 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17966 members 
Mstep: Class 7 contains 26620 members 
Mstep: Class 8 contains 68796 members 
Mstep: Class 9 contains 9408 members 
Mstep: Class 10 contains 43671 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 205864 members 
Mstep: Class 13 contains 11826 members 
Mstep: Class 14 contains 54150 members 
Mstep: Class 15 contains 35975 members 
Mstep: Class 16 contains 2046 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34783 members 
Mstep: Class 19 contains 25325 members 
Mstep: Class 20 contains 187982 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 4514 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 85642 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133246536.000000 Penalty: 92692.289062
Iteration 102Q: 28 clusters Score -1.332465e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 189463 members 
Mstep: Class 4 contains 10007 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17969 members 
Mstep: Class 7 contains 26613 members 
Mstep: Class 8 contains 69437 members 
Mstep: Class 9 contains 9425 members 
Mstep: Class 10 contains 43639 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 205745 members 
Mstep: Class 13 contains 11979 members 
Mstep: Class 14 contains 53810 members 
Mstep: Class 15 contains 35992 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34739 members 
Mstep: Class 19 contains 25313 members 
Mstep: Class 20 contains 187961 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4542 members 
Mstep: Class 23 contains 845 members 
Mstep: Class 24 contains 85346 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247088.000000 Penalty: 92692.289062
Iteration 103Q: 28 clusters Score -1.332471e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 189511 members 
Mstep: Class 4 contains 9992 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17966 members 
Mstep: Class 7 contains 26611 members 
Mstep: Class 8 contains 69977 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 43615 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 205677 members 
Mstep: Class 13 contains 12106 members 
Mstep: Class 14 contains 53527 members 
Mstep: Class 15 contains 36015 members 
Mstep: Class 16 contains 2046 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34732 members 
Mstep: Class 19 contains 25310 members 
Mstep: Class 20 contains 187860 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 4563 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 85071 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247144.000000 Penalty: 92692.289062
Iteration 104Q: 28 clusters Score -1.332471e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 189546 members 
Mstep: Class 4 contains 9979 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17967 members 
Mstep: Class 7 contains 26605 members 
Mstep: Class 8 contains 70447 members 
Mstep: Class 9 contains 9461 members 
Mstep: Class 10 contains 43586 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 205681 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 53300 members 
Mstep: Class 15 contains 36036 members 
Mstep: Class 16 contains 2046 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34712 members 
Mstep: Class 19 contains 25317 members 
Mstep: Class 20 contains 187739 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 4594 members 
Mstep: Class 23 contains 852 members 
Mstep: Class 24 contains 84798 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247056.000000 Penalty: 92692.289062
Iteration 105Q: 28 clusters Score -1.332471e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 189594 members 
Mstep: Class 4 contains 9968 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17967 members 
Mstep: Class 7 contains 26599 members 
Mstep: Class 8 contains 70823 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 43568 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 205713 members 
Mstep: Class 13 contains 12300 members 
Mstep: Class 14 contains 53145 members 
Mstep: Class 15 contains 36065 members 
Mstep: Class 16 contains 2047 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34673 members 
Mstep: Class 19 contains 25327 members 
Mstep: Class 20 contains 187602 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 84529 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247464.000000 Penalty: 92692.289062
Iteration 106Q: 28 clusters Score -1.332475e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 189671 members 
Mstep: Class 4 contains 9954 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17971 members 
Mstep: Class 7 contains 26601 members 
Mstep: Class 8 contains 71199 members 
Mstep: Class 9 contains 9480 members 
Mstep: Class 10 contains 43547 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 205784 members 
Mstep: Class 13 contains 12393 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 36082 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34625 members 
Mstep: Class 19 contains 25338 members 
Mstep: Class 20 contains 187454 members 
Mstep: Class 21 contains 5331 members 
Mstep: Class 22 contains 4646 members 
Mstep: Class 23 contains 859 members 
Mstep: Class 24 contains 84283 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247488.000000 Penalty: 92692.289062
Iteration 107Q: 28 clusters Score -1.332475e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 189760 members 
Mstep: Class 4 contains 9942 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17976 members 
Mstep: Class 7 contains 26600 members 
Mstep: Class 8 contains 71502 members 
Mstep: Class 9 contains 9484 members 
Mstep: Class 10 contains 43532 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 205887 members 
Mstep: Class 13 contains 12477 members 
Mstep: Class 14 contains 52755 members 
Mstep: Class 15 contains 36084 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34599 members 
Mstep: Class 19 contains 25348 members 
Mstep: Class 20 contains 187292 members 
Mstep: Class 21 contains 5334 members 
Mstep: Class 22 contains 4672 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 84058 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247696.000000 Penalty: 92692.289062
Iteration 108Q: 28 clusters Score -1.332477e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 189835 members 
Mstep: Class 4 contains 9935 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17970 members 
Mstep: Class 7 contains 26593 members 
Mstep: Class 8 contains 71761 members 
Mstep: Class 9 contains 9486 members 
Mstep: Class 10 contains 43526 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 205999 members 
Mstep: Class 13 contains 12556 members 
Mstep: Class 14 contains 52603 members 
Mstep: Class 15 contains 36091 members 
Mstep: Class 16 contains 2047 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34554 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 187139 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 4693 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 83866 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247568.000000 Penalty: 92692.289062
Iteration 109Q: 28 clusters Score -1.332476e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 189904 members 
Mstep: Class 4 contains 9922 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17962 members 
Mstep: Class 7 contains 26595 members 
Mstep: Class 8 contains 71967 members 
Mstep: Class 9 contains 9494 members 
Mstep: Class 10 contains 43512 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206115 members 
Mstep: Class 13 contains 12627 members 
Mstep: Class 14 contains 52472 members 
Mstep: Class 15 contains 36107 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34509 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 187009 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 83705 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247832.000000 Penalty: 92692.289062
Iteration 110Q: 28 clusters Score -1.332478e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 189944 members 
Mstep: Class 4 contains 9917 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17952 members 
Mstep: Class 7 contains 26585 members 
Mstep: Class 8 contains 72127 members 
Mstep: Class 9 contains 9501 members 
Mstep: Class 10 contains 43500 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206216 members 
Mstep: Class 13 contains 12693 members 
Mstep: Class 14 contains 52378 members 
Mstep: Class 15 contains 36118 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34483 members 
Mstep: Class 19 contains 25354 members 
Mstep: Class 20 contains 186903 members 
Mstep: Class 21 contains 5334 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 867 members 
Mstep: Class 24 contains 83563 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247592.000000 Penalty: 92692.289062
Iteration 111Q: 28 clusters Score -1.332476e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 189971 members 
Mstep: Class 4 contains 9911 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17942 members 
Mstep: Class 7 contains 26580 members 
Mstep: Class 8 contains 72280 members 
Mstep: Class 9 contains 9505 members 
Mstep: Class 10 contains 43486 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206293 members 
Mstep: Class 13 contains 12758 members 
Mstep: Class 14 contains 52295 members 
Mstep: Class 15 contains 36118 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34457 members 
Mstep: Class 19 contains 25348 members 
Mstep: Class 20 contains 186828 members 
Mstep: Class 21 contains 5332 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 870 members 
Mstep: Class 24 contains 83425 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247968.000000 Penalty: 92692.289062
Iteration 112Q: 28 clusters Score -1.33248e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 190009 members 
Mstep: Class 4 contains 9907 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17943 members 
Mstep: Class 7 contains 26574 members 
Mstep: Class 8 contains 72405 members 
Mstep: Class 9 contains 9506 members 
Mstep: Class 10 contains 43469 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206409 members 
Mstep: Class 13 contains 12813 members 
Mstep: Class 14 contains 52201 members 
Mstep: Class 15 contains 36123 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34434 members 
Mstep: Class 19 contains 25344 members 
Mstep: Class 20 contains 186755 members 
Mstep: Class 21 contains 5328 members 
Mstep: Class 22 contains 4787 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 83276 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247936.000000 Penalty: 92692.289062
Iteration 113Q: 28 clusters Score -1.332479e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 190040 members 
Mstep: Class 4 contains 9902 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17943 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 72506 members 
Mstep: Class 9 contains 9509 members 
Mstep: Class 10 contains 43461 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206500 members 
Mstep: Class 13 contains 12860 members 
Mstep: Class 14 contains 52155 members 
Mstep: Class 15 contains 36140 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34408 members 
Mstep: Class 19 contains 25332 members 
Mstep: Class 20 contains 186685 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 4804 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 83143 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247920.000000 Penalty: 92692.289062
Iteration 114Q: 28 clusters Score -1.332479e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 190087 members 
Mstep: Class 4 contains 9898 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17941 members 
Mstep: Class 7 contains 26564 members 
Mstep: Class 8 contains 72594 members 
Mstep: Class 9 contains 9519 members 
Mstep: Class 10 contains 43460 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206611 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 52109 members 
Mstep: Class 15 contains 36158 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34383 members 
Mstep: Class 19 contains 25327 members 
Mstep: Class 20 contains 186581 members 
Mstep: Class 21 contains 5332 members 
Mstep: Class 22 contains 4817 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 83000 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247992.000000 Penalty: 92692.289062
Iteration 115Q: 28 clusters Score -1.33248e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 190106 members 
Mstep: Class 4 contains 9895 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17933 members 
Mstep: Class 7 contains 26568 members 
Mstep: Class 8 contains 72664 members 
Mstep: Class 9 contains 9526 members 
Mstep: Class 10 contains 43462 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206714 members 
Mstep: Class 13 contains 12943 members 
Mstep: Class 14 contains 52074 members 
Mstep: Class 15 contains 36176 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34370 members 
Mstep: Class 19 contains 25322 members 
Mstep: Class 20 contains 186491 members 
Mstep: Class 21 contains 5334 members 
Mstep: Class 22 contains 4823 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 82883 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247992.000000 Penalty: 92692.289062
Iteration 116Q: 28 clusters Score -1.33248e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 190127 members 
Mstep: Class 4 contains 9893 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17929 members 
Mstep: Class 7 contains 26565 members 
Mstep: Class 8 contains 72736 members 
Mstep: Class 9 contains 9526 members 
Mstep: Class 10 contains 43468 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206804 members 
Mstep: Class 13 contains 12977 members 
Mstep: Class 14 contains 52060 members 
Mstep: Class 15 contains 36184 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34354 members 
Mstep: Class 19 contains 25314 members 
Mstep: Class 20 contains 186394 members 
Mstep: Class 21 contains 5331 members 
Mstep: Class 22 contains 4830 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 82791 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248016.000000 Penalty: 92692.289062
Iteration 117Q: 28 clusters Score -1.33248e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 190167 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17933 members 
Mstep: Class 7 contains 26559 members 
Mstep: Class 8 contains 72794 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 43476 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206871 members 
Mstep: Class 13 contains 12997 members 
Mstep: Class 14 contains 52031 members 
Mstep: Class 15 contains 36188 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25311 members 
Mstep: Class 20 contains 186325 members 
Mstep: Class 21 contains 5332 members 
Mstep: Class 22 contains 4836 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 82693 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248024.000000 Penalty: 92692.289062
Iteration 118Q: 28 clusters Score -1.33248e+08 nChanged 731
Entering ConstructFrom: 
Score: -133248024.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -325138.781250 Penalty: 1954.533203
	Iteration 0F: 2 clusters Score -325138.8 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 1322 members 
Entering Unmasked Estep 
Score: -322131.781250 Penalty: 3909.066406
	Iteration 0F: 3 clusters Score -322131.8 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -322662.031250 Penalty: 3909.066406
	Iteration 1F: 3 clusters Score -322662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -322782.625000 Penalty: 3909.066406
	Iteration 2F: 3 clusters Score -322782.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -322862.781250 Penalty: 3909.066406
	Iteration 3Q: 3 clusters Score -322862.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -322910.125000 Penalty: 3909.066406
	Iteration 4Q: 3 clusters Score -322910.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -322947.781250 Penalty: 3909.066406
	Iteration 5Q: 3 clusters Score -322947.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -322975.531250 Penalty: 3909.066406
	Iteration 6Q: 3 clusters Score -322975.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -323002.937500 Penalty: 3909.066406
	Iteration 7Q: 3 clusters Score -323002.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -323033.968750 Penalty: 3909.066406
	Iteration 8Q: 3 clusters Score -323034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -323063.968750 Penalty: 3909.066406
	Iteration 9Q: 3 clusters Score -323064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -323098.156250 Penalty: 3909.066406
	Iteration 10Q: 3 clusters Score -323098.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -323132.593750 Penalty: 3909.066406
	Iteration 11Q: 3 clusters Score -323132.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -323169.843750 Penalty: 3909.066406
	Iteration 12Q: 3 clusters Score -323169.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -323206.781250 Penalty: 3909.066406
	Iteration 13Q: 3 clusters Score -323206.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -323244.406250 Penalty: 3909.066406
	Iteration 14Q: 3 clusters Score -323244.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -323283.593750 Penalty: 3909.066406
	Iteration 15Q: 3 clusters Score -323283.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -323329.968750 Penalty: 3909.066406
	Iteration 16Q: 3 clusters Score -323330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -323370.218750 Penalty: 3909.066406
	Iteration 17Q: 3 clusters Score -323370.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -323415.187500 Penalty: 3909.066406
	Iteration 18Q: 3 clusters Score -323415.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -323458.062500 Penalty: 3909.066406
	Iteration 19Q: 3 clusters Score -323458.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -323490.000000 Penalty: 3909.066406
	Iteration 20F: 3 clusters Score -323490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -323509.937500 Penalty: 3909.066406
	Iteration 21Q: 3 clusters Score -323509.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -323526.031250 Penalty: 3909.066406
	Iteration 22Q: 3 clusters Score -323526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -323540.156250 Penalty: 3909.066406
	Iteration 23Q: 3 clusters Score -323540.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -323551.781250 Penalty: 3909.066406
	Iteration 24Q: 3 clusters Score -323551.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -323564.000000 Penalty: 3909.066406
	Iteration 25Q: 3 clusters Score -323564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -323571.656250 Penalty: 3909.066406
	Iteration 26Q: 3 clusters Score -323571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -323577.062500 Penalty: 3909.066406
	Iteration 27Q: 3 clusters Score -323577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -323581.281250 Penalty: 3909.066406
	Iteration 28Q: 3 clusters Score -323581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -323586.156250 Penalty: 3909.066406
	Iteration 29Q: 3 clusters Score -323586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -323588.375000 Penalty: 3909.066406
	Iteration 30Q: 3 clusters Score -323588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -323589.156250 Penalty: 3909.066406
	Iteration 31Q: 3 clusters Score -323589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -323589.468750 Penalty: 3909.066406
	Iteration 32Q: 3 clusters Score -323589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -323589.468750 Penalty: 3909.066406
	Iteration 33F: 3 clusters Score -323589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -268369.406250 Penalty: 1897.949097
	Iteration 0F: 2 clusters Score -268369.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -265668.843750 Penalty: 3795.898193
	Iteration 0F: 3 clusters Score -265668.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -266188.031250 Penalty: 3795.898193
	Iteration 1F: 3 clusters Score -266188 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -266386.281250 Penalty: 3795.898193
	Iteration 2F: 3 clusters Score -266386.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -266535.531250 Penalty: 3795.898193
	Iteration 3F: 3 clusters Score -266535.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -266689.687500 Penalty: 3795.898193
	Iteration 4F: 3 clusters Score -266689.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -266882.156250 Penalty: 3795.898193
	Iteration 5F: 3 clusters Score -266882.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -267140.187500 Penalty: 3795.898193
	Iteration 6F: 3 clusters Score -267140.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -267463.656250 Penalty: 3795.898193
	Iteration 7F: 3 clusters Score -267463.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -267790.625000 Penalty: 3795.898193
	Iteration 8F: 3 clusters Score -267790.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -268108.000000 Penalty: 3795.898193
	Iteration 9F: 3 clusters Score -268108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -268320.281250 Penalty: 3795.898193
	Iteration 10Q: 3 clusters Score -268320.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -268449.187500 Penalty: 3795.898193
	Iteration 11Q: 3 clusters Score -268449.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -268532.062500 Penalty: 3795.898193
	Iteration 12Q: 3 clusters Score -268532.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -268569.718750 Penalty: 3795.898193
	Iteration 13Q: 3 clusters Score -268569.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -268584.968750 Penalty: 3795.898193
	Iteration 14Q: 3 clusters Score -268585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -268591.156250 Penalty: 3795.898193
	Iteration 15Q: 3 clusters Score -268591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -268595.531250 Penalty: 3795.898193
	Iteration 16Q: 3 clusters Score -268595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -268597.562500 Penalty: 3795.898193
	Iteration 17Q: 3 clusters Score -268597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -268598.562500 Penalty: 3795.898193
	Iteration 18Q: 3 clusters Score -268598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -268603.750000 Penalty: 3795.898193
	Iteration 19Q: 3 clusters Score -268603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -268606.968750 Penalty: 3795.898193
	Iteration 20F: 3 clusters Score -268607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -268607.656250 Penalty: 3795.898193
	Iteration 21Q: 3 clusters Score -268607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -268607.656250 Penalty: 3795.898193
	Iteration 22F: 3 clusters Score -268607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 190211 members 
Mstep: Class 4 contains 9885 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17930 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 72841 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 43483 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206930 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 52011 members 
Mstep: Class 15 contains 36199 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34350 members 
Mstep: Class 19 contains 25306 members 
Mstep: Class 20 contains 186282 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 4842 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 82580 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 1382 members 
Entering Unmasked Estep 
Score: -133247080.000000 Penalty: 96125.335938
Splitting cluster 2 changes total score from -133248024.000000 to -133247080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (190211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190211 members 
Entering Unmasked Estep 
Score: -25172692.000000 Penalty: 3014.660645
	Iteration 0F: 2 clusters Score -2.517269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 94865 members 
Entering Unmasked Estep 
Score: -25063734.000000 Penalty: 6029.321289
	Iteration 0F: 3 clusters Score -2.506373e+07 nChanged 91196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -25117470.000000 Penalty: 6029.321289
	Iteration 1F: 3 clusters Score -2.511747e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -25118550.000000 Penalty: 6029.321289
	Iteration 2Q: 3 clusters Score -2.511855e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 81011 members 
Entering Unmasked Estep 
Score: -25120464.000000 Penalty: 6029.321289
	Iteration 3Q: 3 clusters Score -2.512046e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116767 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -25123282.000000 Penalty: 6029.321289
	Iteration 4Q: 3 clusters Score -2.512328e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127409 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -25128488.000000 Penalty: 6029.321289
	Iteration 5F: 3 clusters Score -2.512849e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140830 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -25136610.000000 Penalty: 6029.321289
	Iteration 6F: 3 clusters Score -2.513661e+07 nChanged 15079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155735 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -25148830.000000 Penalty: 6029.321289
	Iteration 7F: 3 clusters Score -2.514883e+07 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169428 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -25159406.000000 Penalty: 6029.321289
	Iteration 8F: 3 clusters Score -2.515941e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179361 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -25165362.000000 Penalty: 6029.321289
	Iteration 9F: 3 clusters Score -2.516536e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184921 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -25167994.000000 Penalty: 6029.321289
	Iteration 10Q: 3 clusters Score -2.516799e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187598 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -25169150.000000 Penalty: 6029.321289
	Iteration 11Q: 3 clusters Score -2.516915e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188820 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -25169644.000000 Penalty: 6029.321289
	Iteration 12Q: 3 clusters Score -2.516964e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189333 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -25169882.000000 Penalty: 6029.321289
	Iteration 13Q: 3 clusters Score -2.516988e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189558 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -25170002.000000 Penalty: 6029.321289
	Iteration 14Q: 3 clusters Score -2.517e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189651 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -25170056.000000 Penalty: 6029.321289
	Iteration 15Q: 3 clusters Score -2.517006e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189704 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -25170070.000000 Penalty: 6029.321289
	Iteration 16Q: 3 clusters Score -2.517007e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189739 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -25170100.000000 Penalty: 6029.321289
	Iteration 17Q: 3 clusters Score -2.51701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189758 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -25170106.000000 Penalty: 6029.321289
	Iteration 18Q: 3 clusters Score -2.517011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189770 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -25170132.000000 Penalty: 6029.321289
	Iteration 19Q: 3 clusters Score -2.517013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189773 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -25170136.000000 Penalty: 6029.321289
	Iteration 20F: 3 clusters Score -2.517014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189778 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -25170126.000000 Penalty: 6029.321289
	Iteration 21Q: 3 clusters Score -2.517013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189783 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -25170134.000000 Penalty: 6029.321289
	Iteration 22Q: 3 clusters Score -2.517013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189790 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -25170146.000000 Penalty: 6029.321289
	Iteration 23Q: 3 clusters Score -2.517015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189800 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25170166.000000 Penalty: 6029.321289
	Iteration 24Q: 3 clusters Score -2.517017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189808 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -25170158.000000 Penalty: 6029.321289
	Iteration 25Q: 3 clusters Score -2.517016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189814 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25170162.000000 Penalty: 6029.321289
	Iteration 26Q: 3 clusters Score -2.517016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189817 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -25170146.000000 Penalty: 6029.321289
	Iteration 27Q: 3 clusters Score -2.517015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189819 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -25170164.000000 Penalty: 6029.321289
	Iteration 28Q: 3 clusters Score -2.517016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189819 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -25170164.000000 Penalty: 6029.321289
	Iteration 29F: 3 clusters Score -2.517016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Entering Unmasked Estep 
Score: -1273812.500000 Penalty: 2281.295898
	Iteration 0F: 2 clusters Score -1273812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1266170.250000 Penalty: 4562.591797
	Iteration 0F: 3 clusters Score -1266170 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1268324.250000 Penalty: 4562.591797
	Iteration 1F: 3 clusters Score -1268324 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1268573.750000 Penalty: 4562.591797
	Iteration 2F: 3 clusters Score -1268574 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1268741.375000 Penalty: 4562.591797
	Iteration 3Q: 3 clusters Score -1268741 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1268890.500000 Penalty: 4562.591797
	Iteration 4Q: 3 clusters Score -1268890 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1269019.625000 Penalty: 4562.591797
	Iteration 5Q: 3 clusters Score -1269020 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1269126.250000 Penalty: 4562.591797
	Iteration 6Q: 3 clusters Score -1269126 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1269210.375000 Penalty: 4562.591797
	Iteration 7Q: 3 clusters Score -1269210 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1269298.375000 Penalty: 4562.591797
	Iteration 8Q: 3 clusters Score -1269298 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1269380.875000 Penalty: 4562.591797
	Iteration 9Q: 3 clusters Score -1269381 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1269492.500000 Penalty: 4562.591797
	Iteration 10Q: 3 clusters Score -1269492 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1269629.125000 Penalty: 4562.591797
	Iteration 11Q: 3 clusters Score -1269629 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1269774.000000 Penalty: 4562.591797
	Iteration 12Q: 3 clusters Score -1269774 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1269929.625000 Penalty: 4562.591797
	Iteration 13Q: 3 clusters Score -1269930 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1270152.125000 Penalty: 4562.591797
	Iteration 14Q: 3 clusters Score -1270152 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1270412.750000 Penalty: 4562.591797
	Iteration 15Q: 3 clusters Score -1270413 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1270699.625000 Penalty: 4562.591797
	Iteration 16Q: 3 clusters Score -1270700 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1270950.500000 Penalty: 4562.591797
	Iteration 17Q: 3 clusters Score -1270950 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1271140.875000 Penalty: 4562.591797
	Iteration 18Q: 3 clusters Score -1271141 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1271284.250000 Penalty: 4562.591797
	Iteration 19Q: 3 clusters Score -1271284 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1271415.250000 Penalty: 4562.591797
	Iteration 20F: 3 clusters Score -1271415 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1271545.000000 Penalty: 4562.591797
	Iteration 21Q: 3 clusters Score -1271545 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1271654.625000 Penalty: 4562.591797
	Iteration 22Q: 3 clusters Score -1271655 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1271751.250000 Penalty: 4562.591797
	Iteration 23Q: 3 clusters Score -1271751 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1271832.250000 Penalty: 4562.591797
	Iteration 24Q: 3 clusters Score -1271832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1271898.625000 Penalty: 4562.591797
	Iteration 25Q: 3 clusters Score -1271899 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1271967.500000 Penalty: 4562.591797
	Iteration 26Q: 3 clusters Score -1271968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1272026.250000 Penalty: 4562.591797
	Iteration 27Q: 3 clusters Score -1272026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1272072.500000 Penalty: 4562.591797
	Iteration 28Q: 3 clusters Score -1272072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1272124.625000 Penalty: 4562.591797
	Iteration 29Q: 3 clusters Score -1272125 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1272173.375000 Penalty: 4562.591797
	Iteration 30Q: 3 clusters Score -1272173 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1272217.125000 Penalty: 4562.591797
	Iteration 31Q: 3 clusters Score -1272217 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1272251.375000 Penalty: 4562.591797
	Iteration 32Q: 3 clusters Score -1272251 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1272268.375000 Penalty: 4562.591797
	Iteration 33Q: 3 clusters Score -1272268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1272294.500000 Penalty: 4562.591797
	Iteration 34Q: 3 clusters Score -1272294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1272322.500000 Penalty: 4562.591797
	Iteration 35Q: 3 clusters Score -1272322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1272339.375000 Penalty: 4562.591797
	Iteration 36Q: 3 clusters Score -1272339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1272355.250000 Penalty: 4562.591797
	Iteration 37Q: 3 clusters Score -1272355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1272377.000000 Penalty: 4562.591797
	Iteration 38Q: 3 clusters Score -1272377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1272392.750000 Penalty: 4562.591797
	Iteration 39Q: 3 clusters Score -1272393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1272412.375000 Penalty: 4562.591797
	Iteration 40F: 3 clusters Score -1272412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1272430.875000 Penalty: 4562.591797
	Iteration 41Q: 3 clusters Score -1272431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1272438.625000 Penalty: 4562.591797
	Iteration 42Q: 3 clusters Score -1272439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1272452.750000 Penalty: 4562.591797
	Iteration 43Q: 3 clusters Score -1272453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1272458.875000 Penalty: 4562.591797
	Iteration 44Q: 3 clusters Score -1272459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1272468.000000 Penalty: 4562.591797
	Iteration 45Q: 3 clusters Score -1272468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1272476.500000 Penalty: 4562.591797
	Iteration 46Q: 3 clusters Score -1272476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1272482.500000 Penalty: 4562.591797
	Iteration 47Q: 3 clusters Score -1272482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1272490.000000 Penalty: 4562.591797
	Iteration 48Q: 3 clusters Score -1272490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1272496.750000 Penalty: 4562.591797
	Iteration 49Q: 3 clusters Score -1272497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1272501.375000 Penalty: 4562.591797
	Iteration 50Q: 3 clusters Score -1272501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1272508.375000 Penalty: 4562.591797
	Iteration 51Q: 3 clusters Score -1272508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1272513.375000 Penalty: 4562.591797
	Iteration 52Q: 3 clusters Score -1272513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1272520.875000 Penalty: 4562.591797
	Iteration 53Q: 3 clusters Score -1272521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1272526.250000 Penalty: 4562.591797
	Iteration 54Q: 3 clusters Score -1272526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1272530.125000 Penalty: 4562.591797
	Iteration 55Q: 3 clusters Score -1272530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1272529.500000 Penalty: 4562.591797
	Iteration 56Q: 3 clusters Score -1272530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1272530.125000 Penalty: 4562.591797
	Iteration 57Q: 3 clusters Score -1272530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1272527.875000 Penalty: 4562.591797
	Iteration 58Q: 3 clusters Score -1272528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1272529.750000 Penalty: 4562.591797
	Iteration 59Q: 3 clusters Score -1272530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1272531.750000 Penalty: 4562.591797
	Iteration 60F: 3 clusters Score -1272532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1272532.875000 Penalty: 4562.591797
	Iteration 61Q: 3 clusters Score -1272533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1272530.750000 Penalty: 4562.591797
	Iteration 62Q: 3 clusters Score -1272531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1272531.250000 Penalty: 4562.591797
	Iteration 63Q: 3 clusters Score -1272531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1272533.250000 Penalty: 4562.591797
	Iteration 64Q: 3 clusters Score -1272533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1272533.125000 Penalty: 4562.591797
	Iteration 65Q: 3 clusters Score -1272533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1272532.750000 Penalty: 4562.591797
	Iteration 66Q: 3 clusters Score -1272533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1272535.625000 Penalty: 4562.591797
	Iteration 67Q: 3 clusters Score -1272536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1272538.000000 Penalty: 4562.591797
	Iteration 68Q: 3 clusters Score -1272538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1272539.125000 Penalty: 4562.591797
	Iteration 69Q: 3 clusters Score -1272539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1272539.250000 Penalty: 4562.591797
	Iteration 70Q: 3 clusters Score -1272539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1272541.625000 Penalty: 4562.591797
	Iteration 71Q: 3 clusters Score -1272542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1272541.000000 Penalty: 4562.591797
	Iteration 72Q: 3 clusters Score -1272541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1272541.750000 Penalty: 4562.591797
	Iteration 73Q: 3 clusters Score -1272542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1272540.000000 Penalty: 4562.591797
	Iteration 74Q: 3 clusters Score -1272540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1272539.875000 Penalty: 4562.591797
	Iteration 75Q: 3 clusters Score -1272540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1272541.000000 Penalty: 4562.591797
	Iteration 76Q: 3 clusters Score -1272541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1272544.000000 Penalty: 4562.591797
	Iteration 77Q: 3 clusters Score -1272544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1272543.375000 Penalty: 4562.591797
	Iteration 78Q: 3 clusters Score -1272543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1272543.375000 Penalty: 4562.591797
	Iteration 79F: 3 clusters Score -1272543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -60133.117188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -60133.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58609.601562 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -58609.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59023.101562 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -59023.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59536.187500 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -59536.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -59738.308594 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -59738.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59845.191406 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -59845.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59882.027344 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -59882.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59907.390625 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -59907.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59926.894531 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -59926.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59933.789062 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -59933.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59946.343750 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -59946.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59951.027344 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -59951.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59954.488281 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -59954.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59956.820312 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -59956.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59956.820312 Penalty: 3102.852051
	Iteration 13F: 3 clusters Score -59956.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Entering Unmasked Estep 
Score: -2419281.500000 Penalty: 2428.969238
	Iteration 0F: 2 clusters Score -2419282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2406430.250000 Penalty: 4857.938477
	Iteration 0F: 3 clusters Score -2406430 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2410663.000000 Penalty: 4857.938477
	Iteration 1F: 3 clusters Score -2410663 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2411073.750000 Penalty: 4857.938477
	Iteration 2F: 3 clusters Score -2411074 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2411489.000000 Penalty: 4857.938477
	Iteration 3F: 3 clusters Score -2411489 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2411890.250000 Penalty: 4857.938477
	Iteration 4Q: 3 clusters Score -2411890 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2412320.500000 Penalty: 4857.938477
	Iteration 5Q: 3 clusters Score -2412320 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2412896.750000 Penalty: 4857.938477
	Iteration 6F: 3 clusters Score -2412897 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2413646.750000 Penalty: 4857.938477
	Iteration 7F: 3 clusters Score -2413647 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2414546.000000 Penalty: 4857.938477
	Iteration 8F: 3 clusters Score -2414546 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2415364.250000 Penalty: 4857.938477
	Iteration 9F: 3 clusters Score -2415364 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2415981.250000 Penalty: 4857.938477
	Iteration 10Q: 3 clusters Score -2415981 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2416431.250000 Penalty: 4857.938477
	Iteration 11Q: 3 clusters Score -2416431 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2416766.750000 Penalty: 4857.938477
	Iteration 12Q: 3 clusters Score -2416767 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2417074.000000 Penalty: 4857.938477
	Iteration 13Q: 3 clusters Score -2417074 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2417340.750000 Penalty: 4857.938477
	Iteration 14Q: 3 clusters Score -2417341 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2417519.000000 Penalty: 4857.938477
	Iteration 15Q: 3 clusters Score -2417519 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2417671.250000 Penalty: 4857.938477
	Iteration 16Q: 3 clusters Score -2417671 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2417816.750000 Penalty: 4857.938477
	Iteration 17Q: 3 clusters Score -2417817 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2417955.000000 Penalty: 4857.938477
	Iteration 18Q: 3 clusters Score -2417955 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2418091.250000 Penalty: 4857.938477
	Iteration 19Q: 3 clusters Score -2418091 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2418173.000000 Penalty: 4857.938477
	Iteration 20F: 3 clusters Score -2418173 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2418247.500000 Penalty: 4857.938477
	Iteration 21Q: 3 clusters Score -2418248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2418302.250000 Penalty: 4857.938477
	Iteration 22Q: 3 clusters Score -2418302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2418332.000000 Penalty: 4857.938477
	Iteration 23Q: 3 clusters Score -2418332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2418353.250000 Penalty: 4857.938477
	Iteration 24Q: 3 clusters Score -2418353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2418371.750000 Penalty: 4857.938477
	Iteration 25Q: 3 clusters Score -2418372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2418380.250000 Penalty: 4857.938477
	Iteration 26Q: 3 clusters Score -2418380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2418380.750000 Penalty: 4857.938477
	Iteration 27Q: 3 clusters Score -2418381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2418384.250000 Penalty: 4857.938477
	Iteration 28Q: 3 clusters Score -2418384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2418386.000000 Penalty: 4857.938477
	Iteration 29Q: 3 clusters Score -2418386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2418392.750000 Penalty: 4857.938477
	Iteration 30Q: 3 clusters Score -2418393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2418401.250000 Penalty: 4857.938477
	Iteration 31Q: 3 clusters Score -2418401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2418401.250000 Penalty: 4857.938477
	Iteration 32Q: 3 clusters Score -2418401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2418408.250000 Penalty: 4857.938477
	Iteration 33Q: 3 clusters Score -2418408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2418415.000000 Penalty: 4857.938477
	Iteration 34Q: 3 clusters Score -2418415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2418420.000000 Penalty: 4857.938477
	Iteration 35Q: 3 clusters Score -2418420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2418420.250000 Penalty: 4857.938477
	Iteration 36Q: 3 clusters Score -2418420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2418419.250000 Penalty: 4857.938477
	Iteration 37Q: 3 clusters Score -2418419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2418424.750000 Penalty: 4857.938477
	Iteration 38Q: 3 clusters Score -2418425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2418428.000000 Penalty: 4857.938477
	Iteration 39Q: 3 clusters Score -2418428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2418428.000000 Penalty: 4857.938477
	Iteration 40F: 3 clusters Score -2418428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Entering Unmasked Estep 
Score: -3583025.500000 Penalty: 2526.369385
	Iteration 0F: 2 clusters Score -3583026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3564864.000000 Penalty: 5052.738770
	Iteration 0F: 3 clusters Score -3564864 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3571174.500000 Penalty: 5052.738770
	Iteration 1F: 3 clusters Score -3571174 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3571638.750000 Penalty: 5052.738770
	Iteration 2Q: 3 clusters Score -3571639 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3572073.500000 Penalty: 5052.738770
	Iteration 3Q: 3 clusters Score -3572074 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3572503.000000 Penalty: 5052.738770
	Iteration 4Q: 3 clusters Score -3572503 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3572954.500000 Penalty: 5052.738770
	Iteration 5Q: 3 clusters Score -3572954 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3573451.250000 Penalty: 5052.738770
	Iteration 6Q: 3 clusters Score -3573451 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3573937.000000 Penalty: 5052.738770
	Iteration 7Q: 3 clusters Score -3573937 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3574501.250000 Penalty: 5052.738770
	Iteration 8Q: 3 clusters Score -3574501 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3575186.500000 Penalty: 5052.738770
	Iteration 9Q: 3 clusters Score -3575186 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3576064.000000 Penalty: 5052.738770
	Iteration 10Q: 3 clusters Score -3576064 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3577081.000000 Penalty: 5052.738770
	Iteration 11Q: 3 clusters Score -3577081 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3577963.250000 Penalty: 5052.738770
	Iteration 12Q: 3 clusters Score -3577963 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3578616.000000 Penalty: 5052.738770
	Iteration 13Q: 3 clusters Score -3578616 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3579012.750000 Penalty: 5052.738770
	Iteration 14Q: 3 clusters Score -3579013 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3579250.250000 Penalty: 5052.738770
	Iteration 15Q: 3 clusters Score -3579250 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3579385.750000 Penalty: 5052.738770
	Iteration 16Q: 3 clusters Score -3579386 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3579513.750000 Penalty: 5052.738770
	Iteration 17Q: 3 clusters Score -3579514 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3579616.500000 Penalty: 5052.738770
	Iteration 18Q: 3 clusters Score -3579616 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3579718.750000 Penalty: 5052.738770
	Iteration 19Q: 3 clusters Score -3579719 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3579833.750000 Penalty: 5052.738770
	Iteration 20F: 3 clusters Score -3579834 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3579944.250000 Penalty: 5052.738770
	Iteration 21Q: 3 clusters Score -3579944 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3580035.500000 Penalty: 5052.738770
	Iteration 22Q: 3 clusters Score -3580036 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3580126.500000 Penalty: 5052.738770
	Iteration 23Q: 3 clusters Score -3580126 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3580231.250000 Penalty: 5052.738770
	Iteration 24Q: 3 clusters Score -3580231 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3580309.000000 Penalty: 5052.738770
	Iteration 25Q: 3 clusters Score -3580309 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3580382.250000 Penalty: 5052.738770
	Iteration 26Q: 3 clusters Score -3580382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3580418.250000 Penalty: 5052.738770
	Iteration 27Q: 3 clusters Score -3580418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3580456.250000 Penalty: 5052.738770
	Iteration 28Q: 3 clusters Score -3580456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3580501.500000 Penalty: 5052.738770
	Iteration 29Q: 3 clusters Score -3580502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3580516.750000 Penalty: 5052.738770
	Iteration 30Q: 3 clusters Score -3580517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3580534.250000 Penalty: 5052.738770
	Iteration 31Q: 3 clusters Score -3580534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3580552.500000 Penalty: 5052.738770
	Iteration 32Q: 3 clusters Score -3580552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3580570.750000 Penalty: 5052.738770
	Iteration 33Q: 3 clusters Score -3580571 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3580582.250000 Penalty: 5052.738770
	Iteration 34Q: 3 clusters Score -3580582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3580592.000000 Penalty: 5052.738770
	Iteration 35Q: 3 clusters Score -3580592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3580608.250000 Penalty: 5052.738770
	Iteration 36Q: 3 clusters Score -3580608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3580617.000000 Penalty: 5052.738770
	Iteration 37Q: 3 clusters Score -3580617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3580624.500000 Penalty: 5052.738770
	Iteration 38Q: 3 clusters Score -3580624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3580620.000000 Penalty: 5052.738770
	Iteration 39Q: 3 clusters Score -3580620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3580626.000000 Penalty: 5052.738770
	Iteration 40F: 3 clusters Score -3580626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3580628.250000 Penalty: 5052.738770
	Iteration 41Q: 3 clusters Score -3580628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3580627.000000 Penalty: 5052.738770
	Iteration 42Q: 3 clusters Score -3580627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3580631.750000 Penalty: 5052.738770
	Iteration 43Q: 3 clusters Score -3580632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3580632.000000 Penalty: 5052.738770
	Iteration 44Q: 3 clusters Score -3580632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3580632.750000 Penalty: 5052.738770
	Iteration 45Q: 3 clusters Score -3580633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3580635.500000 Penalty: 5052.738770
	Iteration 46Q: 3 clusters Score -3580636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3580639.500000 Penalty: 5052.738770
	Iteration 47Q: 3 clusters Score -3580640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3580640.250000 Penalty: 5052.738770
	Iteration 48Q: 3 clusters Score -3580640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3580641.250000 Penalty: 5052.738770
	Iteration 49Q: 3 clusters Score -3580641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3580641.000000 Penalty: 5052.738770
	Iteration 50Q: 3 clusters Score -3580641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3580647.000000 Penalty: 5052.738770
	Iteration 51Q: 3 clusters Score -3580647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3580648.000000 Penalty: 5052.738770
	Iteration 52Q: 3 clusters Score -3580648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3580653.500000 Penalty: 5052.738770
	Iteration 53Q: 3 clusters Score -3580654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3580650.250000 Penalty: 5052.738770
	Iteration 54Q: 3 clusters Score -3580650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3580660.250000 Penalty: 5052.738770
	Iteration 55Q: 3 clusters Score -3580660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3580662.500000 Penalty: 5052.738770
	Iteration 56Q: 3 clusters Score -3580662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3580666.250000 Penalty: 5052.738770
	Iteration 57Q: 3 clusters Score -3580666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3580676.250000 Penalty: 5052.738770
	Iteration 58Q: 3 clusters Score -3580676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3580679.750000 Penalty: 5052.738770
	Iteration 59Q: 3 clusters Score -3580680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3580679.500000 Penalty: 5052.738770
	Iteration 60F: 3 clusters Score -3580680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3580682.500000 Penalty: 5052.738770
	Iteration 61Q: 3 clusters Score -3580682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3580676.500000 Penalty: 5052.738770
	Iteration 62Q: 3 clusters Score -3580676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3580681.250000 Penalty: 5052.738770
	Iteration 63Q: 3 clusters Score -3580681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3580691.750000 Penalty: 5052.738770
	Iteration 64Q: 3 clusters Score -3580692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3580691.750000 Penalty: 5052.738770
	Iteration 65Q: 3 clusters Score -3580692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3580689.750000 Penalty: 5052.738770
	Iteration 66Q: 3 clusters Score -3580690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3580688.500000 Penalty: 5052.738770
	Iteration 67Q: 3 clusters Score -3580688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3580694.250000 Penalty: 5052.738770
	Iteration 68Q: 3 clusters Score -3580694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3580695.250000 Penalty: 5052.738770
	Iteration 69Q: 3 clusters Score -3580695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3580697.250000 Penalty: 5052.738770
	Iteration 70Q: 3 clusters Score -3580697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3580691.500000 Penalty: 5052.738770
	Iteration 71Q: 3 clusters Score -3580692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3580702.750000 Penalty: 5052.738770
	Iteration 72Q: 3 clusters Score -3580703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3580703.500000 Penalty: 5052.738770
	Iteration 73Q: 3 clusters Score -3580704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3580702.000000 Penalty: 5052.738770
	Iteration 74Q: 3 clusters Score -3580702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3580706.500000 Penalty: 5052.738770
	Iteration 75Q: 3 clusters Score -3580706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3580700.750000 Penalty: 5052.738770
	Iteration 76Q: 3 clusters Score -3580701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3580706.000000 Penalty: 5052.738770
	Iteration 77Q: 3 clusters Score -3580706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3580704.000000 Penalty: 5052.738770
	Iteration 78Q: 3 clusters Score -3580704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3580705.500000 Penalty: 5052.738770
	Iteration 79Q: 3 clusters Score -3580706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3580711.500000 Penalty: 5052.738770
	Iteration 80F: 3 clusters Score -3580712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3580710.500000 Penalty: 5052.738770
	Iteration 81Q: 3 clusters Score -3580710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3580714.000000 Penalty: 5052.738770
	Iteration 82Q: 3 clusters Score -3580714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3580717.500000 Penalty: 5052.738770
	Iteration 83Q: 3 clusters Score -3580718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3580712.750000 Penalty: 5052.738770
	Iteration 84Q: 3 clusters Score -3580713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3580712.750000 Penalty: 5052.738770
	Iteration 85F: 3 clusters Score -3580713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Entering Unmasked Estep 
Score: -9457163.000000 Penalty: 2776.616455
	Iteration 0F: 2 clusters Score -9457163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -9408126.000000 Penalty: 5553.232910
	Iteration 0F: 3 clusters Score -9408126 nChanged 34227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -9427586.000000 Penalty: 5553.232910
	Iteration 1F: 3 clusters Score -9427586 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -9428310.000000 Penalty: 5553.232910
	Iteration 2Q: 3 clusters Score -9428310 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -9428933.000000 Penalty: 5553.232910
	Iteration 3Q: 3 clusters Score -9428933 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -9429610.000000 Penalty: 5553.232910
	Iteration 4Q: 3 clusters Score -9429610 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -9430363.000000 Penalty: 5553.232910
	Iteration 5Q: 3 clusters Score -9430363 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -9431345.000000 Penalty: 5553.232910
	Iteration 6Q: 3 clusters Score -9431345 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -9432677.000000 Penalty: 5553.232910
	Iteration 7Q: 3 clusters Score -9432677 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -9434580.000000 Penalty: 5553.232910
	Iteration 8F: 3 clusters Score -9434580 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -9437484.000000 Penalty: 5553.232910
	Iteration 9F: 3 clusters Score -9437484 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -9441206.000000 Penalty: 5553.232910
	Iteration 10F: 3 clusters Score -9441206 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -9445433.000000 Penalty: 5553.232910
	Iteration 11F: 3 clusters Score -9445433 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -9449400.000000 Penalty: 5553.232910
	Iteration 12F: 3 clusters Score -9449400 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -9452644.000000 Penalty: 5553.232910
	Iteration 13Q: 3 clusters Score -9452644 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -9454614.000000 Penalty: 5553.232910
	Iteration 14Q: 3 clusters Score -9454614 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -9455515.000000 Penalty: 5553.232910
	Iteration 15Q: 3 clusters Score -9455515 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -9455956.000000 Penalty: 5553.232910
	Iteration 16Q: 3 clusters Score -9455956 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -9456291.000000 Penalty: 5553.232910
	Iteration 17Q: 3 clusters Score -9456291 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -9456481.000000 Penalty: 5553.232910
	Iteration 18Q: 3 clusters Score -9456481 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -9456597.000000 Penalty: 5553.232910
	Iteration 19Q: 3 clusters Score -9456597 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -9456668.000000 Penalty: 5553.232910
	Iteration 20F: 3 clusters Score -9456668 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -9456757.000000 Penalty: 5553.232910
	Iteration 21Q: 3 clusters Score -9456757 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -9456757.000000 Penalty: 5553.232910
	Iteration 22Q: 3 clusters Score -9456757 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -9456810.000000 Penalty: 5553.232910
	Iteration 23Q: 3 clusters Score -9456810 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -9456865.000000 Penalty: 5553.232910
	Iteration 24Q: 3 clusters Score -9456865 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -9456887.000000 Penalty: 5553.232910
	Iteration 25Q: 3 clusters Score -9456887 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -9456897.000000 Penalty: 5553.232910
	Iteration 26Q: 3 clusters Score -9456897 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -9456880.000000 Penalty: 5553.232910
	Iteration 27Q: 3 clusters Score -9456880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -9456885.000000 Penalty: 5553.232910
	Iteration 28Q: 3 clusters Score -9456885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -9456893.000000 Penalty: 5553.232910
	Iteration 29Q: 3 clusters Score -9456893 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -9456932.000000 Penalty: 5553.232910
	Iteration 30Q: 3 clusters Score -9456932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -9456961.000000 Penalty: 5553.232910
	Iteration 31Q: 3 clusters Score -9456961 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -9456948.000000 Penalty: 5553.232910
	Iteration 32Q: 3 clusters Score -9456948 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -9456962.000000 Penalty: 5553.232910
	Iteration 33Q: 3 clusters Score -9456962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -9456977.000000 Penalty: 5553.232910
	Iteration 34Q: 3 clusters Score -9456977 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -9456976.000000 Penalty: 5553.232910
	Iteration 35Q: 3 clusters Score -9456976 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -9456958.000000 Penalty: 5553.232910
	Iteration 36Q: 3 clusters Score -9456958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -9456949.000000 Penalty: 5553.232910
	Iteration 37Q: 3 clusters Score -9456949 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -9456988.000000 Penalty: 5553.232910
	Iteration 38Q: 3 clusters Score -9456988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -9456996.000000 Penalty: 5553.232910
	Iteration 39Q: 3 clusters Score -9456996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -9456986.000000 Penalty: 5553.232910
	Iteration 40F: 3 clusters Score -9456986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -9456997.000000 Penalty: 5553.232910
	Iteration 41Q: 3 clusters Score -9456997 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -9457007.000000 Penalty: 5553.232910
	Iteration 42Q: 3 clusters Score -9457007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -9457007.000000 Penalty: 5553.232910
	Iteration 43Q: 3 clusters Score -9457007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -9457002.000000 Penalty: 5553.232910
	Iteration 44Q: 3 clusters Score -9457002 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -9456994.000000 Penalty: 5553.232910
	Iteration 45Q: 3 clusters Score -9456994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -9457002.000000 Penalty: 5553.232910
	Iteration 46Q: 3 clusters Score -9457002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -9457021.000000 Penalty: 5553.232910
	Iteration 47Q: 3 clusters Score -9457021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -9457019.000000 Penalty: 5553.232910
	Iteration 48Q: 3 clusters Score -9457019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -9457009.000000 Penalty: 5553.232910
	Iteration 49Q: 3 clusters Score -9457009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -9457013.000000 Penalty: 5553.232910
	Iteration 50Q: 3 clusters Score -9457013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -9457017.000000 Penalty: 5553.232910
	Iteration 51Q: 3 clusters Score -9457017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -9457014.000000 Penalty: 5553.232910
	Iteration 52Q: 3 clusters Score -9457014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -9457018.000000 Penalty: 5553.232910
	Iteration 53Q: 3 clusters Score -9457018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -9457019.000000 Penalty: 5553.232910
	Iteration 54Q: 3 clusters Score -9457019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -9457024.000000 Penalty: 5553.232910
	Iteration 55Q: 3 clusters Score -9457024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -9457029.000000 Penalty: 5553.232910
	Iteration 56Q: 3 clusters Score -9457029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -9457041.000000 Penalty: 5553.232910
	Iteration 57Q: 3 clusters Score -9457041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -9457040.000000 Penalty: 5553.232910
	Iteration 58Q: 3 clusters Score -9457040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -9457054.000000 Penalty: 5553.232910
	Iteration 59Q: 3 clusters Score -9457054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -9457043.000000 Penalty: 5553.232910
	Iteration 60F: 3 clusters Score -9457043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -9457040.000000 Penalty: 5553.232910
	Iteration 61Q: 3 clusters Score -9457040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -9457037.000000 Penalty: 5553.232910
	Iteration 62Q: 3 clusters Score -9457037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -9457037.000000 Penalty: 5553.232910
	Iteration 63Q: 3 clusters Score -9457037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -9457034.000000 Penalty: 5553.232910
	Iteration 64Q: 3 clusters Score -9457034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -9457035.000000 Penalty: 5553.232910
	Iteration 65Q: 3 clusters Score -9457035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -9457041.000000 Penalty: 5553.232910
	Iteration 66Q: 3 clusters Score -9457041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -9457041.000000 Penalty: 5553.232910
	Iteration 67F: 3 clusters Score -9457041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Entering Unmasked Estep 
Score: -1289224.250000 Penalty: 2272.329590
	Iteration 0F: 2 clusters Score -1289224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1281874.750000 Penalty: 4544.659180
	Iteration 0F: 3 clusters Score -1281875 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1284208.875000 Penalty: 4544.659180
	Iteration 1F: 3 clusters Score -1284209 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1284669.500000 Penalty: 4544.659180
	Iteration 2F: 3 clusters Score -1284670 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1285029.500000 Penalty: 4544.659180
	Iteration 3F: 3 clusters Score -1285030 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1285325.500000 Penalty: 4544.659180
	Iteration 4F: 3 clusters Score -1285326 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1285612.000000 Penalty: 4544.659180
	Iteration 5Q: 3 clusters Score -1285612 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1285932.375000 Penalty: 4544.659180
	Iteration 6F: 3 clusters Score -1285932 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1286246.750000 Penalty: 4544.659180
	Iteration 7Q: 3 clusters Score -1286247 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1286543.875000 Penalty: 4544.659180
	Iteration 8Q: 3 clusters Score -1286544 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1286820.000000 Penalty: 4544.659180
	Iteration 9Q: 3 clusters Score -1286820 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1287010.125000 Penalty: 4544.659180
	Iteration 10Q: 3 clusters Score -1287010 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1287153.625000 Penalty: 4544.659180
	Iteration 11Q: 3 clusters Score -1287154 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1287260.375000 Penalty: 4544.659180
	Iteration 12Q: 3 clusters Score -1287260 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1287353.625000 Penalty: 4544.659180
	Iteration 13Q: 3 clusters Score -1287354 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1287439.750000 Penalty: 4544.659180
	Iteration 14Q: 3 clusters Score -1287440 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1287515.500000 Penalty: 4544.659180
	Iteration 15Q: 3 clusters Score -1287516 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1287596.500000 Penalty: 4544.659180
	Iteration 16Q: 3 clusters Score -1287596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1287668.875000 Penalty: 4544.659180
	Iteration 17Q: 3 clusters Score -1287669 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1287735.250000 Penalty: 4544.659180
	Iteration 18Q: 3 clusters Score -1287735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1287774.375000 Penalty: 4544.659180
	Iteration 19Q: 3 clusters Score -1287774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1287818.000000 Penalty: 4544.659180
	Iteration 20F: 3 clusters Score -1287818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1287843.500000 Penalty: 4544.659180
	Iteration 21Q: 3 clusters Score -1287844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1287861.375000 Penalty: 4544.659180
	Iteration 22Q: 3 clusters Score -1287861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1287865.250000 Penalty: 4544.659180
	Iteration 23Q: 3 clusters Score -1287865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1287872.125000 Penalty: 4544.659180
	Iteration 24Q: 3 clusters Score -1287872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1287873.500000 Penalty: 4544.659180
	Iteration 25Q: 3 clusters Score -1287874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1287878.125000 Penalty: 4544.659180
	Iteration 26Q: 3 clusters Score -1287878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1287880.500000 Penalty: 4544.659180
	Iteration 27Q: 3 clusters Score -1287880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1287882.750000 Penalty: 4544.659180
	Iteration 28Q: 3 clusters Score -1287883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1287884.875000 Penalty: 4544.659180
	Iteration 29Q: 3 clusters Score -1287885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1287886.000000 Penalty: 4544.659180
	Iteration 30Q: 3 clusters Score -1287886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1287886.750000 Penalty: 4544.659180
	Iteration 31Q: 3 clusters Score -1287887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1287886.750000 Penalty: 4544.659180
	Iteration 32Q: 3 clusters Score -1287887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1287888.000000 Penalty: 4544.659180
	Iteration 33Q: 3 clusters Score -1287888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1287890.000000 Penalty: 4544.659180
	Iteration 34Q: 3 clusters Score -1287890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1287891.000000 Penalty: 4544.659180
	Iteration 35Q: 3 clusters Score -1287891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1287893.125000 Penalty: 4544.659180
	Iteration 36Q: 3 clusters Score -1287893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1287893.500000 Penalty: 4544.659180
	Iteration 37Q: 3 clusters Score -1287894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1287892.625000 Penalty: 4544.659180
	Iteration 38Q: 3 clusters Score -1287893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1287897.125000 Penalty: 4544.659180
	Iteration 39Q: 3 clusters Score -1287897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1287897.125000 Penalty: 4544.659180
	Iteration 40F: 3 clusters Score -1287897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Entering Unmasked Estep 
Score: -5657749.500000 Penalty: 2648.671143
	Iteration 0F: 2 clusters Score -5657750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5628409.000000 Penalty: 5297.342285
	Iteration 0F: 3 clusters Score -5628409 nChanged 20036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -5639265.000000 Penalty: 5297.342285
	Iteration 1F: 3 clusters Score -5639265 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5639771.000000 Penalty: 5297.342285
	Iteration 2Q: 3 clusters Score -5639771 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -5640231.500000 Penalty: 5297.342285
	Iteration 3Q: 3 clusters Score -5640232 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -5640700.000000 Penalty: 5297.342285
	Iteration 4Q: 3 clusters Score -5640700 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -5641209.500000 Penalty: 5297.342285
	Iteration 5Q: 3 clusters Score -5641210 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5641819.000000 Penalty: 5297.342285
	Iteration 6Q: 3 clusters Score -5641819 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5642647.500000 Penalty: 5297.342285
	Iteration 7Q: 3 clusters Score -5642648 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -5643752.000000 Penalty: 5297.342285
	Iteration 8Q: 3 clusters Score -5643752 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -5645167.500000 Penalty: 5297.342285
	Iteration 9Q: 3 clusters Score -5645168 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5646839.500000 Penalty: 5297.342285
	Iteration 10F: 3 clusters Score -5646840 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -5648471.000000 Penalty: 5297.342285
	Iteration 11F: 3 clusters Score -5648471 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -5649946.500000 Penalty: 5297.342285
	Iteration 12F: 3 clusters Score -5649946 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -5650921.000000 Penalty: 5297.342285
	Iteration 13Q: 3 clusters Score -5650921 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -5651590.000000 Penalty: 5297.342285
	Iteration 14Q: 3 clusters Score -5651590 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5652049.500000 Penalty: 5297.342285
	Iteration 15Q: 3 clusters Score -5652050 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -5652365.500000 Penalty: 5297.342285
	Iteration 16Q: 3 clusters Score -5652366 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -5652651.500000 Penalty: 5297.342285
	Iteration 17Q: 3 clusters Score -5652652 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -5652893.000000 Penalty: 5297.342285
	Iteration 18Q: 3 clusters Score -5652893 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5653096.000000 Penalty: 5297.342285
	Iteration 19Q: 3 clusters Score -5653096 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5653314.500000 Penalty: 5297.342285
	Iteration 20F: 3 clusters Score -5653314 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -5653500.500000 Penalty: 5297.342285
	Iteration 21Q: 3 clusters Score -5653500 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5653665.500000 Penalty: 5297.342285
	Iteration 22Q: 3 clusters Score -5653666 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -5653805.500000 Penalty: 5297.342285
	Iteration 23Q: 3 clusters Score -5653806 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5654014.000000 Penalty: 5297.342285
	Iteration 24Q: 3 clusters Score -5654014 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -5654139.000000 Penalty: 5297.342285
	Iteration 25Q: 3 clusters Score -5654139 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -5654311.500000 Penalty: 5297.342285
	Iteration 26Q: 3 clusters Score -5654312 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -5654437.500000 Penalty: 5297.342285
	Iteration 27Q: 3 clusters Score -5654438 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -5654599.500000 Penalty: 5297.342285
	Iteration 28Q: 3 clusters Score -5654600 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -5654697.500000 Penalty: 5297.342285
	Iteration 29Q: 3 clusters Score -5654698 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -5654823.000000 Penalty: 5297.342285
	Iteration 30Q: 3 clusters Score -5654823 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -5654941.500000 Penalty: 5297.342285
	Iteration 31Q: 3 clusters Score -5654942 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -5655006.000000 Penalty: 5297.342285
	Iteration 32Q: 3 clusters Score -5655006 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -5655080.000000 Penalty: 5297.342285
	Iteration 33Q: 3 clusters Score -5655080 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -5655163.500000 Penalty: 5297.342285
	Iteration 34Q: 3 clusters Score -5655164 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5655211.500000 Penalty: 5297.342285
	Iteration 35Q: 3 clusters Score -5655212 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -5655221.000000 Penalty: 5297.342285
	Iteration 36Q: 3 clusters Score -5655221 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -5655279.500000 Penalty: 5297.342285
	Iteration 37Q: 3 clusters Score -5655280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -5655294.500000 Penalty: 5297.342285
	Iteration 38Q: 3 clusters Score -5655294 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -5655330.500000 Penalty: 5297.342285
	Iteration 39Q: 3 clusters Score -5655330 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5655372.500000 Penalty: 5297.342285
	Iteration 40F: 3 clusters Score -5655372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5655381.000000 Penalty: 5297.342285
	Iteration 41Q: 3 clusters Score -5655381 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5655406.500000 Penalty: 5297.342285
	Iteration 42Q: 3 clusters Score -5655406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5655414.000000 Penalty: 5297.342285
	Iteration 43Q: 3 clusters Score -5655414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5655433.000000 Penalty: 5297.342285
	Iteration 44Q: 3 clusters Score -5655433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5655456.000000 Penalty: 5297.342285
	Iteration 45Q: 3 clusters Score -5655456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5655472.000000 Penalty: 5297.342285
	Iteration 46Q: 3 clusters Score -5655472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -5655477.500000 Penalty: 5297.342285
	Iteration 47Q: 3 clusters Score -5655478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -5655482.000000 Penalty: 5297.342285
	Iteration 48Q: 3 clusters Score -5655482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5655488.000000 Penalty: 5297.342285
	Iteration 49Q: 3 clusters Score -5655488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -5655493.000000 Penalty: 5297.342285
	Iteration 50Q: 3 clusters Score -5655493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5655499.000000 Penalty: 5297.342285
	Iteration 51Q: 3 clusters Score -5655499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -5655512.000000 Penalty: 5297.342285
	Iteration 52Q: 3 clusters Score -5655512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -5655514.500000 Penalty: 5297.342285
	Iteration 53Q: 3 clusters Score -5655514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5655523.000000 Penalty: 5297.342285
	Iteration 54Q: 3 clusters Score -5655523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5655527.500000 Penalty: 5297.342285
	Iteration 55Q: 3 clusters Score -5655528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5655526.000000 Penalty: 5297.342285
	Iteration 56Q: 3 clusters Score -5655526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -5655527.500000 Penalty: 5297.342285
	Iteration 57Q: 3 clusters Score -5655528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5655528.000000 Penalty: 5297.342285
	Iteration 58Q: 3 clusters Score -5655528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -5655533.500000 Penalty: 5297.342285
	Iteration 59Q: 3 clusters Score -5655534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -5655536.500000 Penalty: 5297.342285
	Iteration 60F: 3 clusters Score -5655536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5655546.500000 Penalty: 5297.342285
	Iteration 61Q: 3 clusters Score -5655546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -5655543.500000 Penalty: 5297.342285
	Iteration 62Q: 3 clusters Score -5655544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -5655553.000000 Penalty: 5297.342285
	Iteration 63Q: 3 clusters Score -5655553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -5655542.000000 Penalty: 5297.342285
	Iteration 64Q: 3 clusters Score -5655542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -5655557.000000 Penalty: 5297.342285
	Iteration 65Q: 3 clusters Score -5655557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -5655560.500000 Penalty: 5297.342285
	Iteration 66Q: 3 clusters Score -5655560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -5655565.500000 Penalty: 5297.342285
	Iteration 67Q: 3 clusters Score -5655566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5655563.000000 Penalty: 5297.342285
	Iteration 68Q: 3 clusters Score -5655563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -5655567.500000 Penalty: 5297.342285
	Iteration 69Q: 3 clusters Score -5655568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -5655576.500000 Penalty: 5297.342285
	Iteration 70Q: 3 clusters Score -5655576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5655580.500000 Penalty: 5297.342285
	Iteration 71Q: 3 clusters Score -5655580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5655583.500000 Penalty: 5297.342285
	Iteration 72Q: 3 clusters Score -5655584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -5655578.000000 Penalty: 5297.342285
	Iteration 73Q: 3 clusters Score -5655578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5655583.500000 Penalty: 5297.342285
	Iteration 74Q: 3 clusters Score -5655584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5655588.000000 Penalty: 5297.342285
	Iteration 75Q: 3 clusters Score -5655588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5655592.500000 Penalty: 5297.342285
	Iteration 76Q: 3 clusters Score -5655592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5655589.500000 Penalty: 5297.342285
	Iteration 77Q: 3 clusters Score -5655590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -5655597.000000 Penalty: 5297.342285
	Iteration 78Q: 3 clusters Score -5655597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -5655604.000000 Penalty: 5297.342285
	Iteration 79Q: 3 clusters Score -5655604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5655609.000000 Penalty: 5297.342285
	Iteration 80F: 3 clusters Score -5655609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -5655617.000000 Penalty: 5297.342285
	Iteration 81Q: 3 clusters Score -5655617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -5655615.000000 Penalty: 5297.342285
	Iteration 82Q: 3 clusters Score -5655615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -5655612.000000 Penalty: 5297.342285
	Iteration 83Q: 3 clusters Score -5655612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -5655611.500000 Penalty: 5297.342285
	Iteration 84Q: 3 clusters Score -5655612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5655617.500000 Penalty: 5297.342285
	Iteration 85Q: 3 clusters Score -5655618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5655614.000000 Penalty: 5297.342285
	Iteration 86Q: 3 clusters Score -5655614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -5655622.000000 Penalty: 5297.342285
	Iteration 87Q: 3 clusters Score -5655622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5655617.500000 Penalty: 5297.342285
	Iteration 88Q: 3 clusters Score -5655618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5655631.000000 Penalty: 5297.342285
	Iteration 89Q: 3 clusters Score -5655631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -5655623.000000 Penalty: 5297.342285
	Iteration 90Q: 3 clusters Score -5655623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -5655613.000000 Penalty: 5297.342285
	Iteration 91Q: 3 clusters Score -5655613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -5655613.500000 Penalty: 5297.342285
	Iteration 92Q: 3 clusters Score -5655614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -5655613.500000 Penalty: 5297.342285
	Iteration 93Q: 3 clusters Score -5655614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -5655613.000000 Penalty: 5297.342285
	Iteration 94Q: 3 clusters Score -5655613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -5655615.500000 Penalty: 5297.342285
	Iteration 95Q: 3 clusters Score -5655616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5655621.000000 Penalty: 5297.342285
	Iteration 96Q: 3 clusters Score -5655621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -5655631.500000 Penalty: 5297.342285
	Iteration 97Q: 3 clusters Score -5655632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5655628.000000 Penalty: 5297.342285
	Iteration 98Q: 3 clusters Score -5655628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5655632.000000 Penalty: 5297.342285
	Iteration 99Q: 3 clusters Score -5655632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5655634.000000 Penalty: 5297.342285
	Iteration 100F: 3 clusters Score -5655634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5655640.000000 Penalty: 5297.342285
	Iteration 101Q: 3 clusters Score -5655640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5655639.000000 Penalty: 5297.342285
	Iteration 102Q: 3 clusters Score -5655639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5655634.500000 Penalty: 5297.342285
	Iteration 103Q: 3 clusters Score -5655634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5655637.500000 Penalty: 5297.342285
	Iteration 104Q: 3 clusters Score -5655638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5655637.500000 Penalty: 5297.342285
	Iteration 105F: 3 clusters Score -5655638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -25944.609375 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -25944.61 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 125 members 
Entering Unmasked Estep 
Score: -24741.128906 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -24741.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24967.039062 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -24967.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25062.878906 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -25062.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25110.240234 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -25110.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25134.470703 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -25134.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25166.121094 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -25166.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25213.080078 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -25213.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25254.490234 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -25254.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25268.007812 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -25268.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25288.056641 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -25288.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25303.683594 Penalty: 2776.817383
	Iteration 10Q: 3 clusters Score -25303.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25316.539062 Penalty: 2776.817383
	Iteration 11Q: 3 clusters Score -25316.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25316.539062 Penalty: 2776.817383
	Iteration 12F: 3 clusters Score -25316.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (206930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206930 members 
Entering Unmasked Estep 
Score: -27469376.000000 Penalty: 3035.553711
	Iteration 0F: 2 clusters Score -2.746938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -27336154.000000 Penalty: 6071.107422
	Iteration 0F: 3 clusters Score -2.733615e+07 nChanged 99454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -27394108.000000 Penalty: 6071.107422
	Iteration 1F: 3 clusters Score -2.739411e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -27394948.000000 Penalty: 6071.107422
	Iteration 2Q: 3 clusters Score -2.739495e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -27395764.000000 Penalty: 6071.107422
	Iteration 3Q: 3 clusters Score -2.739576e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114791 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -27397058.000000 Penalty: 6071.107422
	Iteration 4Q: 3 clusters Score -2.739706e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -27399370.000000 Penalty: 6071.107422
	Iteration 5Q: 3 clusters Score -2.739937e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130177 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -27403778.000000 Penalty: 6071.107422
	Iteration 6Q: 3 clusters Score -2.740378e+07 nChanged 13504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143585 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -27412272.000000 Penalty: 6071.107422
	Iteration 7F: 3 clusters Score -2.741227e+07 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161113 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -27426272.000000 Penalty: 6071.107422
	Iteration 8F: 3 clusters Score -2.742627e+07 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180195 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -27444076.000000 Penalty: 6071.107422
	Iteration 9F: 3 clusters Score -2.744408e+07 nChanged 15246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195437 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -27457936.000000 Penalty: 6071.107422
	Iteration 10F: 3 clusters Score -2.745794e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203168 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -27463920.000000 Penalty: 6071.107422
	Iteration 11Q: 3 clusters Score -2.746392e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205687 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -27465704.000000 Penalty: 6071.107422
	Iteration 12Q: 3 clusters Score -2.74657e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206386 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -27466270.000000 Penalty: 6071.107422
	Iteration 13Q: 3 clusters Score -2.746627e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206551 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27466470.000000 Penalty: 6071.107422
	Iteration 14Q: 3 clusters Score -2.746647e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206611 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27466562.000000 Penalty: 6071.107422
	Iteration 15Q: 3 clusters Score -2.746656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206642 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27466642.000000 Penalty: 6071.107422
	Iteration 16Q: 3 clusters Score -2.746664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206651 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27466680.000000 Penalty: 6071.107422
	Iteration 17Q: 3 clusters Score -2.746668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206650 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27466704.000000 Penalty: 6071.107422
	Iteration 18Q: 3 clusters Score -2.74667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206650 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27466700.000000 Penalty: 6071.107422
	Iteration 19Q: 3 clusters Score -2.74667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206654 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27466732.000000 Penalty: 6071.107422
	Iteration 20F: 3 clusters Score -2.746673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206655 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27466722.000000 Penalty: 6071.107422
	Iteration 21Q: 3 clusters Score -2.746672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206652 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27466718.000000 Penalty: 6071.107422
	Iteration 22Q: 3 clusters Score -2.746672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206650 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27466710.000000 Penalty: 6071.107422
	Iteration 23Q: 3 clusters Score -2.746671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206651 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27466732.000000 Penalty: 6071.107422
	Iteration 24Q: 3 clusters Score -2.746673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206649 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27466732.000000 Penalty: 6071.107422
	Iteration 25Q: 3 clusters Score -2.746673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206648 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27466726.000000 Penalty: 6071.107422
	Iteration 26Q: 3 clusters Score -2.746673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206648 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27466726.000000 Penalty: 6071.107422
	Iteration 27F: 3 clusters Score -2.746673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Entering Unmasked Estep 
Score: -1583998.000000 Penalty: 2349.459473
	Iteration 0F: 2 clusters Score -1583998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1574551.500000 Penalty: 4698.918945
	Iteration 0F: 3 clusters Score -1574552 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1577531.875000 Penalty: 4698.918945
	Iteration 1F: 3 clusters Score -1577532 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1578042.875000 Penalty: 4698.918945
	Iteration 2F: 3 clusters Score -1578043 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1578653.875000 Penalty: 4698.918945
	Iteration 3F: 3 clusters Score -1578654 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1579406.000000 Penalty: 4698.918945
	Iteration 4F: 3 clusters Score -1579406 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1580223.875000 Penalty: 4698.918945
	Iteration 5F: 3 clusters Score -1580224 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1580880.500000 Penalty: 4698.918945
	Iteration 6F: 3 clusters Score -1580880 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1581361.625000 Penalty: 4698.918945
	Iteration 7F: 3 clusters Score -1581362 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1581653.125000 Penalty: 4698.918945
	Iteration 8Q: 3 clusters Score -1581653 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1581845.625000 Penalty: 4698.918945
	Iteration 9Q: 3 clusters Score -1581846 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1581985.875000 Penalty: 4698.918945
	Iteration 10Q: 3 clusters Score -1581986 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1582098.125000 Penalty: 4698.918945
	Iteration 11Q: 3 clusters Score -1582098 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1582198.500000 Penalty: 4698.918945
	Iteration 12Q: 3 clusters Score -1582198 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1582295.000000 Penalty: 4698.918945
	Iteration 13Q: 3 clusters Score -1582295 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1582383.625000 Penalty: 4698.918945
	Iteration 14Q: 3 clusters Score -1582384 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1582468.000000 Penalty: 4698.918945
	Iteration 15Q: 3 clusters Score -1582468 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1582561.250000 Penalty: 4698.918945
	Iteration 16Q: 3 clusters Score -1582561 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1582654.250000 Penalty: 4698.918945
	Iteration 17Q: 3 clusters Score -1582654 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1582751.875000 Penalty: 4698.918945
	Iteration 18Q: 3 clusters Score -1582752 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1582856.125000 Penalty: 4698.918945
	Iteration 19Q: 3 clusters Score -1582856 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1582943.375000 Penalty: 4698.918945
	Iteration 20F: 3 clusters Score -1582943 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1583032.250000 Penalty: 4698.918945
	Iteration 21Q: 3 clusters Score -1583032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1583107.250000 Penalty: 4698.918945
	Iteration 22Q: 3 clusters Score -1583107 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1583193.250000 Penalty: 4698.918945
	Iteration 23Q: 3 clusters Score -1583193 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1583285.375000 Penalty: 4698.918945
	Iteration 24Q: 3 clusters Score -1583285 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1583371.500000 Penalty: 4698.918945
	Iteration 25Q: 3 clusters Score -1583372 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1583447.875000 Penalty: 4698.918945
	Iteration 26Q: 3 clusters Score -1583448 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1583503.625000 Penalty: 4698.918945
	Iteration 27Q: 3 clusters Score -1583504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1583548.250000 Penalty: 4698.918945
	Iteration 28Q: 3 clusters Score -1583548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1583584.875000 Penalty: 4698.918945
	Iteration 29Q: 3 clusters Score -1583585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1583613.875000 Penalty: 4698.918945
	Iteration 30Q: 3 clusters Score -1583614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1583639.125000 Penalty: 4698.918945
	Iteration 31Q: 3 clusters Score -1583639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1583659.500000 Penalty: 4698.918945
	Iteration 32Q: 3 clusters Score -1583660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1583670.375000 Penalty: 4698.918945
	Iteration 33Q: 3 clusters Score -1583670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1583682.000000 Penalty: 4698.918945
	Iteration 34Q: 3 clusters Score -1583682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1583686.375000 Penalty: 4698.918945
	Iteration 35Q: 3 clusters Score -1583686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1583691.375000 Penalty: 4698.918945
	Iteration 36Q: 3 clusters Score -1583691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1583694.875000 Penalty: 4698.918945
	Iteration 37Q: 3 clusters Score -1583695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1583696.375000 Penalty: 4698.918945
	Iteration 38Q: 3 clusters Score -1583696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1583698.250000 Penalty: 4698.918945
	Iteration 39Q: 3 clusters Score -1583698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1583703.250000 Penalty: 4698.918945
	Iteration 40F: 3 clusters Score -1583703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1583703.625000 Penalty: 4698.918945
	Iteration 41Q: 3 clusters Score -1583704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1583701.375000 Penalty: 4698.918945
	Iteration 42Q: 3 clusters Score -1583701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1583702.500000 Penalty: 4698.918945
	Iteration 43Q: 3 clusters Score -1583702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1583702.500000 Penalty: 4698.918945
	Iteration 44F: 3 clusters Score -1583702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Entering Unmasked Estep 
Score: -6945248.000000 Penalty: 2693.084229
	Iteration 0F: 2 clusters Score -6945248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -6910292.500000 Penalty: 5386.168457
	Iteration 0F: 3 clusters Score -6910292 nChanged 24108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -6923542.500000 Penalty: 5386.168457
	Iteration 1F: 3 clusters Score -6923542 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -6924027.500000 Penalty: 5386.168457
	Iteration 2Q: 3 clusters Score -6924028 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -6924434.500000 Penalty: 5386.168457
	Iteration 3Q: 3 clusters Score -6924434 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -6924801.500000 Penalty: 5386.168457
	Iteration 4Q: 3 clusters Score -6924802 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -6925256.000000 Penalty: 5386.168457
	Iteration 5Q: 3 clusters Score -6925256 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -6925794.000000 Penalty: 5386.168457
	Iteration 6Q: 3 clusters Score -6925794 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -6926705.500000 Penalty: 5386.168457
	Iteration 7Q: 3 clusters Score -6926706 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -6928095.000000 Penalty: 5386.168457
	Iteration 8F: 3 clusters Score -6928095 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -6930269.000000 Penalty: 5386.168457
	Iteration 9F: 3 clusters Score -6930269 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -6933419.500000 Penalty: 5386.168457
	Iteration 10F: 3 clusters Score -6933420 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -6936971.000000 Penalty: 5386.168457
	Iteration 11F: 3 clusters Score -6936971 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -6939857.000000 Penalty: 5386.168457
	Iteration 12F: 3 clusters Score -6939857 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -6941605.000000 Penalty: 5386.168457
	Iteration 13Q: 3 clusters Score -6941605 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -6942276.500000 Penalty: 5386.168457
	Iteration 14Q: 3 clusters Score -6942276 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6942563.500000 Penalty: 5386.168457
	Iteration 15Q: 3 clusters Score -6942564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -6942678.000000 Penalty: 5386.168457
	Iteration 16Q: 3 clusters Score -6942678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -6942746.500000 Penalty: 5386.168457
	Iteration 17Q: 3 clusters Score -6942746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6942788.500000 Penalty: 5386.168457
	Iteration 18Q: 3 clusters Score -6942788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -6942831.500000 Penalty: 5386.168457
	Iteration 19Q: 3 clusters Score -6942832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6942842.000000 Penalty: 5386.168457
	Iteration 20F: 3 clusters Score -6942842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6942855.000000 Penalty: 5386.168457
	Iteration 21Q: 3 clusters Score -6942855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -6942872.500000 Penalty: 5386.168457
	Iteration 22Q: 3 clusters Score -6942872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -6942875.500000 Penalty: 5386.168457
	Iteration 23Q: 3 clusters Score -6942876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6942878.000000 Penalty: 5386.168457
	Iteration 24Q: 3 clusters Score -6942878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6942878.000000 Penalty: 5386.168457
	Iteration 25F: 3 clusters Score -6942878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Entering Unmasked Estep 
Score: -4871536.000000 Penalty: 2603.203125
	Iteration 0F: 2 clusters Score -4871536 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 18122 members 
Entering Unmasked Estep 
Score: -4846978.000000 Penalty: 5206.406250
	Iteration 0F: 3 clusters Score -4846978 nChanged 16437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4855769.500000 Penalty: 5206.406250
	Iteration 1F: 3 clusters Score -4855770 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4856246.000000 Penalty: 5206.406250
	Iteration 2Q: 3 clusters Score -4856246 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4856682.000000 Penalty: 5206.406250
	Iteration 3Q: 3 clusters Score -4856682 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4857117.000000 Penalty: 5206.406250
	Iteration 4Q: 3 clusters Score -4857117 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4857523.500000 Penalty: 5206.406250
	Iteration 5Q: 3 clusters Score -4857524 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4857977.000000 Penalty: 5206.406250
	Iteration 6Q: 3 clusters Score -4857977 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4858548.000000 Penalty: 5206.406250
	Iteration 7Q: 3 clusters Score -4858548 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4859312.000000 Penalty: 5206.406250
	Iteration 8Q: 3 clusters Score -4859312 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -4860301.500000 Penalty: 5206.406250
	Iteration 9Q: 3 clusters Score -4860302 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4861529.500000 Penalty: 5206.406250
	Iteration 10F: 3 clusters Score -4861530 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4862951.000000 Penalty: 5206.406250
	Iteration 11F: 3 clusters Score -4862951 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4864355.500000 Penalty: 5206.406250
	Iteration 12F: 3 clusters Score -4864356 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -4865742.000000 Penalty: 5206.406250
	Iteration 13F: 3 clusters Score -4865742 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4866836.500000 Penalty: 5206.406250
	Iteration 14Q: 3 clusters Score -4866836 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -4867688.500000 Penalty: 5206.406250
	Iteration 15Q: 3 clusters Score -4867688 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4868361.500000 Penalty: 5206.406250
	Iteration 16Q: 3 clusters Score -4868362 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4868819.500000 Penalty: 5206.406250
	Iteration 17Q: 3 clusters Score -4868820 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -4869184.000000 Penalty: 5206.406250
	Iteration 18Q: 3 clusters Score -4869184 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4869475.500000 Penalty: 5206.406250
	Iteration 19Q: 3 clusters Score -4869476 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4869665.500000 Penalty: 5206.406250
	Iteration 20F: 3 clusters Score -4869666 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4869791.000000 Penalty: 5206.406250
	Iteration 21Q: 3 clusters Score -4869791 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4869882.500000 Penalty: 5206.406250
	Iteration 22Q: 3 clusters Score -4869882 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4869951.000000 Penalty: 5206.406250
	Iteration 23Q: 3 clusters Score -4869951 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4870016.500000 Penalty: 5206.406250
	Iteration 24Q: 3 clusters Score -4870016 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4870058.000000 Penalty: 5206.406250
	Iteration 25Q: 3 clusters Score -4870058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4870094.000000 Penalty: 5206.406250
	Iteration 26Q: 3 clusters Score -4870094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4870118.000000 Penalty: 5206.406250
	Iteration 27Q: 3 clusters Score -4870118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -4870162.500000 Penalty: 5206.406250
	Iteration 28Q: 3 clusters Score -4870162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4870182.500000 Penalty: 5206.406250
	Iteration 29Q: 3 clusters Score -4870182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4870196.500000 Penalty: 5206.406250
	Iteration 30Q: 3 clusters Score -4870196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4870215.500000 Penalty: 5206.406250
	Iteration 31Q: 3 clusters Score -4870216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4870227.500000 Penalty: 5206.406250
	Iteration 32Q: 3 clusters Score -4870228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4870236.500000 Penalty: 5206.406250
	Iteration 33Q: 3 clusters Score -4870236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4870247.000000 Penalty: 5206.406250
	Iteration 34Q: 3 clusters Score -4870247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4870259.000000 Penalty: 5206.406250
	Iteration 35Q: 3 clusters Score -4870259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -4870263.500000 Penalty: 5206.406250
	Iteration 36Q: 3 clusters Score -4870264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4870267.500000 Penalty: 5206.406250
	Iteration 37Q: 3 clusters Score -4870268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4870267.000000 Penalty: 5206.406250
	Iteration 38Q: 3 clusters Score -4870267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4870263.000000 Penalty: 5206.406250
	Iteration 39Q: 3 clusters Score -4870263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4870267.000000 Penalty: 5206.406250
	Iteration 40F: 3 clusters Score -4870267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4870269.000000 Penalty: 5206.406250
	Iteration 41Q: 3 clusters Score -4870269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4870267.500000 Penalty: 5206.406250
	Iteration 42Q: 3 clusters Score -4870268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4870269.500000 Penalty: 5206.406250
	Iteration 43Q: 3 clusters Score -4870270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4870269.500000 Penalty: 5206.406250
	Iteration 44F: 3 clusters Score -4870270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -268547.062500 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -268547.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -265911.187500 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -265911.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -266354.718750 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -266354.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -266481.875000 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -266481.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -266560.906250 Penalty: 3782.778809
	Iteration 3Q: 3 clusters Score -266560.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -266610.718750 Penalty: 3782.778809
	Iteration 4Q: 3 clusters Score -266610.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -266650.125000 Penalty: 3782.778809
	Iteration 5Q: 3 clusters Score -266650.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -266673.687500 Penalty: 3782.778809
	Iteration 6Q: 3 clusters Score -266673.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -266690.218750 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -266690.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -266701.312500 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -266701.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -266710.625000 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -266710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -266718.562500 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -266718.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -266730.906250 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -266730.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -266741.343750 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -266741.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -266754.968750 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -266755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -266763.093750 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -266763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -266767.093750 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -266767.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -266771.937500 Penalty: 3782.778809
	Iteration 16Q: 3 clusters Score -266771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -266778.281250 Penalty: 3782.778809
	Iteration 17Q: 3 clusters Score -266778.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -266786.125000 Penalty: 3782.778809
	Iteration 18Q: 3 clusters Score -266786.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -266793.343750 Penalty: 3782.778809
	Iteration 19Q: 3 clusters Score -266793.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -266801.187500 Penalty: 3782.778809
	Iteration 20F: 3 clusters Score -266801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266810.625000 Penalty: 3782.778809
	Iteration 21Q: 3 clusters Score -266810.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -266822.687500 Penalty: 3782.778809
	Iteration 22Q: 3 clusters Score -266822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -266832.156250 Penalty: 3782.778809
	Iteration 23Q: 3 clusters Score -266832.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -266839.312500 Penalty: 3782.778809
	Iteration 24Q: 3 clusters Score -266839.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -266844.468750 Penalty: 3782.778809
	Iteration 25Q: 3 clusters Score -266844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -266850.906250 Penalty: 3782.778809
	Iteration 26Q: 3 clusters Score -266850.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -266856.031250 Penalty: 3782.778809
	Iteration 27Q: 3 clusters Score -266856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -266864.843750 Penalty: 3782.778809
	Iteration 28Q: 3 clusters Score -266864.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -266876.593750 Penalty: 3782.778809
	Iteration 29Q: 3 clusters Score -266876.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -266897.625000 Penalty: 3782.778809
	Iteration 30Q: 3 clusters Score -266897.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -266911.718750 Penalty: 3782.778809
	Iteration 31Q: 3 clusters Score -266911.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -266925.593750 Penalty: 3782.778809
	Iteration 32Q: 3 clusters Score -266925.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -266933.562500 Penalty: 3782.778809
	Iteration 33Q: 3 clusters Score -266933.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -266940.250000 Penalty: 3782.778809
	Iteration 34Q: 3 clusters Score -266940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -266947.750000 Penalty: 3782.778809
	Iteration 35Q: 3 clusters Score -266947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -266955.406250 Penalty: 3782.778809
	Iteration 36Q: 3 clusters Score -266955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -266962.625000 Penalty: 3782.778809
	Iteration 37Q: 3 clusters Score -266962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -266967.593750 Penalty: 3782.778809
	Iteration 38Q: 3 clusters Score -266967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -266971.468750 Penalty: 3782.778809
	Iteration 39Q: 3 clusters Score -266971.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -266975.625000 Penalty: 3782.778809
	Iteration 40F: 3 clusters Score -266975.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -266980.687500 Penalty: 3782.778809
	Iteration 41Q: 3 clusters Score -266980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -266984.218750 Penalty: 3782.778809
	Iteration 42Q: 3 clusters Score -266984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -266987.843750 Penalty: 3782.778809
	Iteration 43Q: 3 clusters Score -266987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -266989.906250 Penalty: 3782.778809
	Iteration 44Q: 3 clusters Score -266989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -266990.250000 Penalty: 3782.778809
	Iteration 45Q: 3 clusters Score -266990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -266992.312500 Penalty: 3782.778809
	Iteration 46Q: 3 clusters Score -266992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -266995.406250 Penalty: 3782.778809
	Iteration 47Q: 3 clusters Score -266995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -266999.562500 Penalty: 3782.778809
	Iteration 48Q: 3 clusters Score -266999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -267000.125000 Penalty: 3782.778809
	Iteration 49Q: 3 clusters Score -267000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -267000.125000 Penalty: 3782.778809
	Iteration 50F: 3 clusters Score -267000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -21300.865234 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -21300.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20205.533203 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -20205.53 nChanged 34
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: -20351.564453 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -20351.56 nChanged 12
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: -20445.972656 Penalty: 2666.138184
	Iteration 2F: 3 clusters Score -20445.97 nChanged 3
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: -20466.289062 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -20466.29 nChanged 2
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: -20480.990234 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -20480.99 nChanged 1
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: -20487.648438 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -20487.65 nChanged 2
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: -20496.837891 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -20496.84 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: -20506.332031 Penalty: 2666.138184
	Iteration 7Q: 3 clusters Score -20506.33 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: -20522.982422 Penalty: 2666.138184
	Iteration 8Q: 3 clusters Score -20522.98 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: -20522.982422 Penalty: 2666.138184
	Iteration 9F: 3 clusters Score -20522.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Entering Unmasked Estep 
Score: -4260891.500000 Penalty: 2590.200439
	Iteration 0F: 2 clusters Score -4260892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4237485.500000 Penalty: 5180.400879
	Iteration 0F: 3 clusters Score -4237486 nChanged 15623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4246163.500000 Penalty: 5180.400879
	Iteration 1F: 3 clusters Score -4246164 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4246840.000000 Penalty: 5180.400879
	Iteration 2F: 3 clusters Score -4246840 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4247509.500000 Penalty: 5180.400879
	Iteration 3Q: 3 clusters Score -4247510 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4248256.000000 Penalty: 5180.400879
	Iteration 4Q: 3 clusters Score -4248256 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4249106.500000 Penalty: 5180.400879
	Iteration 5Q: 3 clusters Score -4249106 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4250038.500000 Penalty: 5180.400879
	Iteration 6Q: 3 clusters Score -4250038 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4251111.500000 Penalty: 5180.400879
	Iteration 7F: 3 clusters Score -4251112 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4252196.500000 Penalty: 5180.400879
	Iteration 8F: 3 clusters Score -4252196 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4253382.000000 Penalty: 5180.400879
	Iteration 9F: 3 clusters Score -4253382 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4254396.000000 Penalty: 5180.400879
	Iteration 10Q: 3 clusters Score -4254396 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4255097.000000 Penalty: 5180.400879
	Iteration 11Q: 3 clusters Score -4255097 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4255493.500000 Penalty: 5180.400879
	Iteration 12Q: 3 clusters Score -4255494 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4255716.000000 Penalty: 5180.400879
	Iteration 13Q: 3 clusters Score -4255716 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4255848.000000 Penalty: 5180.400879
	Iteration 14Q: 3 clusters Score -4255848 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4255961.500000 Penalty: 5180.400879
	Iteration 15Q: 3 clusters Score -4255962 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4256036.500000 Penalty: 5180.400879
	Iteration 16Q: 3 clusters Score -4256036 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -4256081.500000 Penalty: 5180.400879
	Iteration 17Q: 3 clusters Score -4256082 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4256162.000000 Penalty: 5180.400879
	Iteration 18Q: 3 clusters Score -4256162 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -4256227.500000 Penalty: 5180.400879
	Iteration 19Q: 3 clusters Score -4256228 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4256254.500000 Penalty: 5180.400879
	Iteration 20F: 3 clusters Score -4256254 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4256323.500000 Penalty: 5180.400879
	Iteration 21Q: 3 clusters Score -4256324 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -4256379.000000 Penalty: 5180.400879
	Iteration 22Q: 3 clusters Score -4256379 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -4256435.000000 Penalty: 5180.400879
	Iteration 23Q: 3 clusters Score -4256435 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4256495.500000 Penalty: 5180.400879
	Iteration 24Q: 3 clusters Score -4256496 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4256553.000000 Penalty: 5180.400879
	Iteration 25Q: 3 clusters Score -4256553 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4256602.500000 Penalty: 5180.400879
	Iteration 26Q: 3 clusters Score -4256602 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4256656.500000 Penalty: 5180.400879
	Iteration 27Q: 3 clusters Score -4256656 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4256738.000000 Penalty: 5180.400879
	Iteration 28Q: 3 clusters Score -4256738 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -4256856.500000 Penalty: 5180.400879
	Iteration 29Q: 3 clusters Score -4256856 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -4257008.000000 Penalty: 5180.400879
	Iteration 30Q: 3 clusters Score -4257008 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4257237.500000 Penalty: 5180.400879
	Iteration 31Q: 3 clusters Score -4257238 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -4257541.500000 Penalty: 5180.400879
	Iteration 32Q: 3 clusters Score -4257542 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4257887.000000 Penalty: 5180.400879
	Iteration 33Q: 3 clusters Score -4257887 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4258223.500000 Penalty: 5180.400879
	Iteration 34Q: 3 clusters Score -4258224 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4258535.500000 Penalty: 5180.400879
	Iteration 35Q: 3 clusters Score -4258536 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -4258767.000000 Penalty: 5180.400879
	Iteration 36Q: 3 clusters Score -4258767 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -4258902.000000 Penalty: 5180.400879
	Iteration 37Q: 3 clusters Score -4258902 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4258969.500000 Penalty: 5180.400879
	Iteration 38Q: 3 clusters Score -4258970 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -4259010.000000 Penalty: 5180.400879
	Iteration 39Q: 3 clusters Score -4259010 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -4259039.500000 Penalty: 5180.400879
	Iteration 40F: 3 clusters Score -4259040 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -4259074.500000 Penalty: 5180.400879
	Iteration 41Q: 3 clusters Score -4259074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -4259089.000000 Penalty: 5180.400879
	Iteration 42Q: 3 clusters Score -4259089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4259101.000000 Penalty: 5180.400879
	Iteration 43Q: 3 clusters Score -4259101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4259091.500000 Penalty: 5180.400879
	Iteration 44Q: 3 clusters Score -4259092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4259102.500000 Penalty: 5180.400879
	Iteration 45Q: 3 clusters Score -4259102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -4259109.000000 Penalty: 5180.400879
	Iteration 46Q: 3 clusters Score -4259109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -4259106.000000 Penalty: 5180.400879
	Iteration 47Q: 3 clusters Score -4259106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4259116.000000 Penalty: 5180.400879
	Iteration 48Q: 3 clusters Score -4259116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4259119.000000 Penalty: 5180.400879
	Iteration 49Q: 3 clusters Score -4259119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -4259111.000000 Penalty: 5180.400879
	Iteration 50Q: 3 clusters Score -4259111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -4259115.000000 Penalty: 5180.400879
	Iteration 51Q: 3 clusters Score -4259115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -4259119.500000 Penalty: 5180.400879
	Iteration 52Q: 3 clusters Score -4259120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -4259116.000000 Penalty: 5180.400879
	Iteration 53Q: 3 clusters Score -4259116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4259119.500000 Penalty: 5180.400879
	Iteration 54Q: 3 clusters Score -4259120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -4259114.000000 Penalty: 5180.400879
	Iteration 55Q: 3 clusters Score -4259114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -4259112.000000 Penalty: 5180.400879
	Iteration 56Q: 3 clusters Score -4259112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4259110.500000 Penalty: 5180.400879
	Iteration 57Q: 3 clusters Score -4259110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -4259110.500000 Penalty: 5180.400879
	Iteration 58Q: 3 clusters Score -4259110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -4259110.000000 Penalty: 5180.400879
	Iteration 59Q: 3 clusters Score -4259110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -4259111.000000 Penalty: 5180.400879
	Iteration 60F: 3 clusters Score -4259111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -4259114.500000 Penalty: 5180.400879
	Iteration 61Q: 3 clusters Score -4259114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -4259111.000000 Penalty: 5180.400879
	Iteration 62Q: 3 clusters Score -4259111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -4259110.500000 Penalty: 5180.400879
	Iteration 63Q: 3 clusters Score -4259110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4259111.000000 Penalty: 5180.400879
	Iteration 64Q: 3 clusters Score -4259111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4259112.500000 Penalty: 5180.400879
	Iteration 65Q: 3 clusters Score -4259112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4259113.000000 Penalty: 5180.400879
	Iteration 66Q: 3 clusters Score -4259113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -4259112.500000 Penalty: 5180.400879
	Iteration 67Q: 3 clusters Score -4259112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -4259110.500000 Penalty: 5180.400879
	Iteration 68Q: 3 clusters Score -4259110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4259116.000000 Penalty: 5180.400879
	Iteration 69Q: 3 clusters Score -4259116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4259116.000000 Penalty: 5180.400879
	Iteration 70F: 3 clusters Score -4259116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Entering Unmasked Estep 
Score: -3404583.000000 Penalty: 2514.421631
	Iteration 0F: 2 clusters Score -3404583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3387072.500000 Penalty: 5028.843262
	Iteration 0F: 3 clusters Score -3387072 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3393186.750000 Penalty: 5028.843262
	Iteration 1F: 3 clusters Score -3393187 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3393708.000000 Penalty: 5028.843262
	Iteration 2F: 3 clusters Score -3393708 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3394188.500000 Penalty: 5028.843262
	Iteration 3Q: 3 clusters Score -3394188 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3394687.500000 Penalty: 5028.843262
	Iteration 4Q: 3 clusters Score -3394688 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3395202.500000 Penalty: 5028.843262
	Iteration 5Q: 3 clusters Score -3395202 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3395706.750000 Penalty: 5028.843262
	Iteration 6Q: 3 clusters Score -3395707 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3396206.000000 Penalty: 5028.843262
	Iteration 7Q: 3 clusters Score -3396206 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3396655.250000 Penalty: 5028.843262
	Iteration 8Q: 3 clusters Score -3396655 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3397088.500000 Penalty: 5028.843262
	Iteration 9Q: 3 clusters Score -3397088 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3397607.750000 Penalty: 5028.843262
	Iteration 10Q: 3 clusters Score -3397608 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3398083.000000 Penalty: 5028.843262
	Iteration 11Q: 3 clusters Score -3398083 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3398492.500000 Penalty: 5028.843262
	Iteration 12Q: 3 clusters Score -3398492 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3398851.250000 Penalty: 5028.843262
	Iteration 13Q: 3 clusters Score -3398851 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3399137.500000 Penalty: 5028.843262
	Iteration 14Q: 3 clusters Score -3399138 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3399413.750000 Penalty: 5028.843262
	Iteration 15Q: 3 clusters Score -3399414 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3399621.000000 Penalty: 5028.843262
	Iteration 16Q: 3 clusters Score -3399621 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3399818.750000 Penalty: 5028.843262
	Iteration 17Q: 3 clusters Score -3399819 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3399970.000000 Penalty: 5028.843262
	Iteration 18Q: 3 clusters Score -3399970 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3400096.500000 Penalty: 5028.843262
	Iteration 19Q: 3 clusters Score -3400096 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3400182.500000 Penalty: 5028.843262
	Iteration 20F: 3 clusters Score -3400182 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3400242.250000 Penalty: 5028.843262
	Iteration 21Q: 3 clusters Score -3400242 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3400302.500000 Penalty: 5028.843262
	Iteration 22Q: 3 clusters Score -3400302 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3400341.750000 Penalty: 5028.843262
	Iteration 23Q: 3 clusters Score -3400342 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3400390.750000 Penalty: 5028.843262
	Iteration 24Q: 3 clusters Score -3400391 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3400436.750000 Penalty: 5028.843262
	Iteration 25Q: 3 clusters Score -3400437 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3400476.500000 Penalty: 5028.843262
	Iteration 26Q: 3 clusters Score -3400476 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3400485.750000 Penalty: 5028.843262
	Iteration 27Q: 3 clusters Score -3400486 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3400509.750000 Penalty: 5028.843262
	Iteration 28Q: 3 clusters Score -3400510 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3400543.500000 Penalty: 5028.843262
	Iteration 29Q: 3 clusters Score -3400544 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3400564.500000 Penalty: 5028.843262
	Iteration 30Q: 3 clusters Score -3400564 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3400590.000000 Penalty: 5028.843262
	Iteration 31Q: 3 clusters Score -3400590 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3400613.000000 Penalty: 5028.843262
	Iteration 32Q: 3 clusters Score -3400613 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3400636.000000 Penalty: 5028.843262
	Iteration 33Q: 3 clusters Score -3400636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3400655.000000 Penalty: 5028.843262
	Iteration 34Q: 3 clusters Score -3400655 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3400671.250000 Penalty: 5028.843262
	Iteration 35Q: 3 clusters Score -3400671 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3400698.500000 Penalty: 5028.843262
	Iteration 36Q: 3 clusters Score -3400698 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3400711.250000 Penalty: 5028.843262
	Iteration 37Q: 3 clusters Score -3400711 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3400731.000000 Penalty: 5028.843262
	Iteration 38Q: 3 clusters Score -3400731 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3400756.250000 Penalty: 5028.843262
	Iteration 39Q: 3 clusters Score -3400756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3400780.000000 Penalty: 5028.843262
	Iteration 40F: 3 clusters Score -3400780 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3400820.000000 Penalty: 5028.843262
	Iteration 41Q: 3 clusters Score -3400820 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3400831.750000 Penalty: 5028.843262
	Iteration 42Q: 3 clusters Score -3400832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3400856.000000 Penalty: 5028.843262
	Iteration 43Q: 3 clusters Score -3400856 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3400885.250000 Penalty: 5028.843262
	Iteration 44Q: 3 clusters Score -3400885 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3400918.750000 Penalty: 5028.843262
	Iteration 45Q: 3 clusters Score -3400919 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3400956.750000 Penalty: 5028.843262
	Iteration 46Q: 3 clusters Score -3400957 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3400982.250000 Penalty: 5028.843262
	Iteration 47Q: 3 clusters Score -3400982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3401023.250000 Penalty: 5028.843262
	Iteration 48Q: 3 clusters Score -3401023 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3401065.500000 Penalty: 5028.843262
	Iteration 49Q: 3 clusters Score -3401066 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3401101.250000 Penalty: 5028.843262
	Iteration 50Q: 3 clusters Score -3401101 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3401143.500000 Penalty: 5028.843262
	Iteration 51Q: 3 clusters Score -3401144 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3401200.500000 Penalty: 5028.843262
	Iteration 52Q: 3 clusters Score -3401200 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3401248.750000 Penalty: 5028.843262
	Iteration 53Q: 3 clusters Score -3401249 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3401301.250000 Penalty: 5028.843262
	Iteration 54Q: 3 clusters Score -3401301 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3401359.750000 Penalty: 5028.843262
	Iteration 55Q: 3 clusters Score -3401360 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3401420.000000 Penalty: 5028.843262
	Iteration 56Q: 3 clusters Score -3401420 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3401471.250000 Penalty: 5028.843262
	Iteration 57Q: 3 clusters Score -3401471 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3401527.000000 Penalty: 5028.843262
	Iteration 58Q: 3 clusters Score -3401527 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3401590.500000 Penalty: 5028.843262
	Iteration 59Q: 3 clusters Score -3401590 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3401635.750000 Penalty: 5028.843262
	Iteration 60F: 3 clusters Score -3401636 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3401679.750000 Penalty: 5028.843262
	Iteration 61Q: 3 clusters Score -3401680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3401731.250000 Penalty: 5028.843262
	Iteration 62Q: 3 clusters Score -3401731 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3401775.250000 Penalty: 5028.843262
	Iteration 63Q: 3 clusters Score -3401775 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3401829.250000 Penalty: 5028.843262
	Iteration 64Q: 3 clusters Score -3401829 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3401861.750000 Penalty: 5028.843262
	Iteration 65Q: 3 clusters Score -3401862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3401904.500000 Penalty: 5028.843262
	Iteration 66Q: 3 clusters Score -3401904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3401928.500000 Penalty: 5028.843262
	Iteration 67Q: 3 clusters Score -3401928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3401953.500000 Penalty: 5028.843262
	Iteration 68Q: 3 clusters Score -3401954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3401978.500000 Penalty: 5028.843262
	Iteration 69Q: 3 clusters Score -3401978 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3402003.000000 Penalty: 5028.843262
	Iteration 70Q: 3 clusters Score -3402003 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3402027.000000 Penalty: 5028.843262
	Iteration 71Q: 3 clusters Score -3402027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3402051.750000 Penalty: 5028.843262
	Iteration 72Q: 3 clusters Score -3402052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3402066.500000 Penalty: 5028.843262
	Iteration 73Q: 3 clusters Score -3402066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3402077.500000 Penalty: 5028.843262
	Iteration 74Q: 3 clusters Score -3402078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3402109.250000 Penalty: 5028.843262
	Iteration 75Q: 3 clusters Score -3402109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3402123.250000 Penalty: 5028.843262
	Iteration 76Q: 3 clusters Score -3402123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3402139.750000 Penalty: 5028.843262
	Iteration 77Q: 3 clusters Score -3402140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3402149.250000 Penalty: 5028.843262
	Iteration 78Q: 3 clusters Score -3402149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3402167.000000 Penalty: 5028.843262
	Iteration 79Q: 3 clusters Score -3402167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3402187.750000 Penalty: 5028.843262
	Iteration 80F: 3 clusters Score -3402188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3402204.750000 Penalty: 5028.843262
	Iteration 81Q: 3 clusters Score -3402205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3402228.750000 Penalty: 5028.843262
	Iteration 82Q: 3 clusters Score -3402229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3402241.750000 Penalty: 5028.843262
	Iteration 83Q: 3 clusters Score -3402242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3402256.250000 Penalty: 5028.843262
	Iteration 84Q: 3 clusters Score -3402256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3402270.000000 Penalty: 5028.843262
	Iteration 85Q: 3 clusters Score -3402270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3402277.000000 Penalty: 5028.843262
	Iteration 86Q: 3 clusters Score -3402277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3402289.250000 Penalty: 5028.843262
	Iteration 87Q: 3 clusters Score -3402289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3402299.000000 Penalty: 5028.843262
	Iteration 88Q: 3 clusters Score -3402299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3402317.750000 Penalty: 5028.843262
	Iteration 89Q: 3 clusters Score -3402318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3402328.250000 Penalty: 5028.843262
	Iteration 90Q: 3 clusters Score -3402328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3402341.500000 Penalty: 5028.843262
	Iteration 91Q: 3 clusters Score -3402342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3402344.000000 Penalty: 5028.843262
	Iteration 92Q: 3 clusters Score -3402344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3402351.750000 Penalty: 5028.843262
	Iteration 93Q: 3 clusters Score -3402352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3402365.750000 Penalty: 5028.843262
	Iteration 94Q: 3 clusters Score -3402366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3402372.250000 Penalty: 5028.843262
	Iteration 95Q: 3 clusters Score -3402372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3402384.250000 Penalty: 5028.843262
	Iteration 96Q: 3 clusters Score -3402384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3402392.000000 Penalty: 5028.843262
	Iteration 97Q: 3 clusters Score -3402392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3402400.000000 Penalty: 5028.843262
	Iteration 98Q: 3 clusters Score -3402400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3402406.250000 Penalty: 5028.843262
	Iteration 99Q: 3 clusters Score -3402406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3402413.250000 Penalty: 5028.843262
	Iteration 100F: 3 clusters Score -3402413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3402422.250000 Penalty: 5028.843262
	Iteration 101Q: 3 clusters Score -3402422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3402425.000000 Penalty: 5028.843262
	Iteration 102Q: 3 clusters Score -3402425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3402436.000000 Penalty: 5028.843262
	Iteration 103Q: 3 clusters Score -3402436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3402440.750000 Penalty: 5028.843262
	Iteration 104Q: 3 clusters Score -3402441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3402445.250000 Penalty: 5028.843262
	Iteration 105Q: 3 clusters Score -3402445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3402455.000000 Penalty: 5028.843262
	Iteration 106Q: 3 clusters Score -3402455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3402450.750000 Penalty: 5028.843262
	Iteration 107Q: 3 clusters Score -3402451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3402453.500000 Penalty: 5028.843262
	Iteration 108Q: 3 clusters Score -3402454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3402455.000000 Penalty: 5028.843262
	Iteration 109Q: 3 clusters Score -3402455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3402451.750000 Penalty: 5028.843262
	Iteration 110Q: 3 clusters Score -3402452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3402455.500000 Penalty: 5028.843262
	Iteration 111Q: 3 clusters Score -3402456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3402453.000000 Penalty: 5028.843262
	Iteration 112Q: 3 clusters Score -3402453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3402453.000000 Penalty: 5028.843262
	Iteration 113F: 3 clusters Score -3402453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186282 members 
Entering Unmasked Estep 
Score: -24709624.000000 Penalty: 3009.484375
	Iteration 0F: 2 clusters Score -2.470962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -24587930.000000 Penalty: 6018.968750
	Iteration 0F: 3 clusters Score -2.458793e+07 nChanged 89324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -24640174.000000 Penalty: 6018.968750
	Iteration 1F: 3 clusters Score -2.464017e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -24641646.000000 Penalty: 6018.968750
	Iteration 2Q: 3 clusters Score -2.464165e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104348 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -24644186.000000 Penalty: 6018.968750
	Iteration 3Q: 3 clusters Score -2.464419e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -24647760.000000 Penalty: 6018.968750
	Iteration 4Q: 3 clusters Score -2.464776e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -24653484.000000 Penalty: 6018.968750
	Iteration 5F: 3 clusters Score -2.465348e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128739 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -24661326.000000 Penalty: 6018.968750
	Iteration 6F: 3 clusters Score -2.466133e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140924 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -24671018.000000 Penalty: 6018.968750
	Iteration 7F: 3 clusters Score -2.467102e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153727 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -24681578.000000 Penalty: 6018.968750
	Iteration 8F: 3 clusters Score -2.468158e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -24691684.000000 Penalty: 6018.968750
	Iteration 9F: 3 clusters Score -2.469168e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174109 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -24699018.000000 Penalty: 6018.968750
	Iteration 10Q: 3 clusters Score -2.469902e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179345 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -24703054.000000 Penalty: 6018.968750
	Iteration 11Q: 3 clusters Score -2.470305e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182147 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -24705016.000000 Penalty: 6018.968750
	Iteration 12Q: 3 clusters Score -2.470502e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183611 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -24706100.000000 Penalty: 6018.968750
	Iteration 13Q: 3 clusters Score -2.47061e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184360 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -24706566.000000 Penalty: 6018.968750
	Iteration 14Q: 3 clusters Score -2.470657e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184777 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -24706830.000000 Penalty: 6018.968750
	Iteration 15Q: 3 clusters Score -2.470683e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185027 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -24706926.000000 Penalty: 6018.968750
	Iteration 16Q: 3 clusters Score -2.470693e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185177 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -24707016.000000 Penalty: 6018.968750
	Iteration 17Q: 3 clusters Score -2.470702e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185270 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -24707050.000000 Penalty: 6018.968750
	Iteration 18Q: 3 clusters Score -2.470705e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185335 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -24707048.000000 Penalty: 6018.968750
	Iteration 19Q: 3 clusters Score -2.470705e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185384 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -24707072.000000 Penalty: 6018.968750
	Iteration 20F: 3 clusters Score -2.470707e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185419 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -24707074.000000 Penalty: 6018.968750
	Iteration 21Q: 3 clusters Score -2.470707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185436 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -24707094.000000 Penalty: 6018.968750
	Iteration 22Q: 3 clusters Score -2.470709e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185455 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -24707114.000000 Penalty: 6018.968750
	Iteration 23Q: 3 clusters Score -2.470711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185468 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -24707120.000000 Penalty: 6018.968750
	Iteration 24Q: 3 clusters Score -2.470712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185479 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -24707142.000000 Penalty: 6018.968750
	Iteration 25Q: 3 clusters Score -2.470714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185485 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -24707126.000000 Penalty: 6018.968750
	Iteration 26Q: 3 clusters Score -2.470713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185496 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -24707138.000000 Penalty: 6018.968750
	Iteration 27Q: 3 clusters Score -2.470714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185498 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -24707146.000000 Penalty: 6018.968750
	Iteration 28Q: 3 clusters Score -2.470715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185502 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -24707142.000000 Penalty: 6018.968750
	Iteration 29Q: 3 clusters Score -2.470714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185505 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -24707146.000000 Penalty: 6018.968750
	Iteration 30Q: 3 clusters Score -2.470715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185509 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -24707146.000000 Penalty: 6018.968750
	Iteration 31Q: 3 clusters Score -2.470715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185511 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -24707138.000000 Penalty: 6018.968750
	Iteration 32Q: 3 clusters Score -2.470714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185513 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -24707154.000000 Penalty: 6018.968750
	Iteration 33Q: 3 clusters Score -2.470715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185515 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -24707158.000000 Penalty: 6018.968750
	Iteration 34Q: 3 clusters Score -2.470716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185517 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -24707160.000000 Penalty: 6018.968750
	Iteration 35Q: 3 clusters Score -2.470716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185518 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24707158.000000 Penalty: 6018.968750
	Iteration 36Q: 3 clusters Score -2.470716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185518 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24707158.000000 Penalty: 6018.968750
	Iteration 37F: 3 clusters Score -2.470716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -672100.625000 Penalty: 2128.253906
	Iteration 0F: 2 clusters Score -672100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -667471.187500 Penalty: 4256.507812
	Iteration 0F: 3 clusters Score -667471.2 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -669048.437500 Penalty: 4256.507812
	Iteration 1F: 3 clusters Score -669048.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -669803.687500 Penalty: 4256.507812
	Iteration 2F: 3 clusters Score -669803.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -670657.062500 Penalty: 4256.507812
	Iteration 3F: 3 clusters Score -670657.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -671458.312500 Penalty: 4256.507812
	Iteration 4F: 3 clusters Score -671458.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -672150.375000 Penalty: 4256.507812
	Iteration 5F: 3 clusters Score -672150.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -672559.125000 Penalty: 4256.507812
	Iteration 6F: 3 clusters Score -672559.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -672736.250000 Penalty: 4256.507812
	Iteration 7Q: 3 clusters Score -672736.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -672804.125000 Penalty: 4256.507812
	Iteration 8Q: 3 clusters Score -672804.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -672825.062500 Penalty: 4256.507812
	Iteration 9Q: 3 clusters Score -672825.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -672834.000000 Penalty: 4256.507812
	Iteration 10Q: 3 clusters Score -672834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -672841.562500 Penalty: 4256.507812
	Iteration 11Q: 3 clusters Score -672841.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -672844.375000 Penalty: 4256.507812
	Iteration 12Q: 3 clusters Score -672844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -672846.187500 Penalty: 4256.507812
	Iteration 13Q: 3 clusters Score -672846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -672849.312500 Penalty: 4256.507812
	Iteration 14Q: 3 clusters Score -672849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -672851.062500 Penalty: 4256.507812
	Iteration 15Q: 3 clusters Score -672851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -672854.312500 Penalty: 4256.507812
	Iteration 16Q: 3 clusters Score -672854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -672854.625000 Penalty: 4256.507812
	Iteration 17Q: 3 clusters Score -672854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -672852.687500 Penalty: 4256.507812
	Iteration 18Q: 3 clusters Score -672852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -672853.937500 Penalty: 4256.507812
	Iteration 19Q: 3 clusters Score -672853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -672853.937500 Penalty: 4256.507812
	Iteration 20F: 3 clusters Score -672853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 190211 members 
Mstep: Class 4 contains 9885 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17930 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 72841 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 43483 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206930 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 52011 members 
Mstep: Class 15 contains 36199 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34350 members 
Mstep: Class 19 contains 25306 members 
Mstep: Class 20 contains 186282 members 
Mstep: Class 21 contains 2060 members 
Mstep: Class 22 contains 4842 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 82580 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 3273 members 
Entering Unmasked Estep 
Score: -133247680.000000 Penalty: 96125.335938
Splitting cluster 21 changes total score from -133248024.000000 to -133247680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -615463.875000 Penalty: 2104.300781
	Iteration 0F: 2 clusters Score -615463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -611044.187500 Penalty: 4208.601562
	Iteration 0F: 3 clusters Score -611044.2 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -612052.812500 Penalty: 4208.601562
	Iteration 1F: 3 clusters Score -612052.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -612294.687500 Penalty: 4208.601562
	Iteration 2F: 3 clusters Score -612294.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -612483.187500 Penalty: 4208.601562
	Iteration 3F: 3 clusters Score -612483.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -612680.437500 Penalty: 4208.601562
	Iteration 4Q: 3 clusters Score -612680.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -612868.312500 Penalty: 4208.601562
	Iteration 5Q: 3 clusters Score -612868.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -613011.250000 Penalty: 4208.601562
	Iteration 6Q: 3 clusters Score -613011.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -613163.375000 Penalty: 4208.601562
	Iteration 7Q: 3 clusters Score -613163.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -613334.187500 Penalty: 4208.601562
	Iteration 8Q: 3 clusters Score -613334.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -613515.062500 Penalty: 4208.601562
	Iteration 9Q: 3 clusters Score -613515.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -613683.250000 Penalty: 4208.601562
	Iteration 10Q: 3 clusters Score -613683.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -613833.812500 Penalty: 4208.601562
	Iteration 11Q: 3 clusters Score -613833.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -613963.750000 Penalty: 4208.601562
	Iteration 12Q: 3 clusters Score -613963.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -614049.875000 Penalty: 4208.601562
	Iteration 13Q: 3 clusters Score -614049.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -614101.375000 Penalty: 4208.601562
	Iteration 14Q: 3 clusters Score -614101.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -614135.000000 Penalty: 4208.601562
	Iteration 15Q: 3 clusters Score -614135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -614160.375000 Penalty: 4208.601562
	Iteration 16Q: 3 clusters Score -614160.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -614178.750000 Penalty: 4208.601562
	Iteration 17Q: 3 clusters Score -614178.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -614195.812500 Penalty: 4208.601562
	Iteration 18Q: 3 clusters Score -614195.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -614208.437500 Penalty: 4208.601562
	Iteration 19Q: 3 clusters Score -614208.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -614221.125000 Penalty: 4208.601562
	Iteration 20F: 3 clusters Score -614221.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -614230.750000 Penalty: 4208.601562
	Iteration 21Q: 3 clusters Score -614230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -614235.375000 Penalty: 4208.601562
	Iteration 22Q: 3 clusters Score -614235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -614237.437500 Penalty: 4208.601562
	Iteration 23Q: 3 clusters Score -614237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -614237.875000 Penalty: 4208.601562
	Iteration 24Q: 3 clusters Score -614237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -614237.812500 Penalty: 4208.601562
	Iteration 25Q: 3 clusters Score -614237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -614238.062500 Penalty: 4208.601562
	Iteration 26Q: 3 clusters Score -614238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -614239.812500 Penalty: 4208.601562
	Iteration 27Q: 3 clusters Score -614239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -614240.437500 Penalty: 4208.601562
	Iteration 28Q: 3 clusters Score -614240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -614242.000000 Penalty: 4208.601562
	Iteration 29Q: 3 clusters Score -614242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -614243.625000 Penalty: 4208.601562
	Iteration 30Q: 3 clusters Score -614243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -614245.250000 Penalty: 4208.601562
	Iteration 31Q: 3 clusters Score -614245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -614245.000000 Penalty: 4208.601562
	Iteration 32Q: 3 clusters Score -614245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -614245.875000 Penalty: 4208.601562
	Iteration 33Q: 3 clusters Score -614245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -614246.937500 Penalty: 4208.601562
	Iteration 34Q: 3 clusters Score -614246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -614247.187500 Penalty: 4208.601562
	Iteration 35Q: 3 clusters Score -614247.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -614247.187500 Penalty: 4208.601562
	Iteration 36F: 3 clusters Score -614247.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -89493.914062 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -89493.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87885.609375 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -87885.61 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -88675.718750 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -88675.72 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -89172.421875 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -89172.42 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -89471.281250 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -89471.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -89637.687500 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -89637.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -89704.234375 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -89704.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -89759.750000 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -89759.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -89779.234375 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -89779.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -89779.781250 Penalty: 3360.581787
	Iteration 8F: 3 clusters Score -89779.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -89786.796875 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -89786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -89786.796875 Penalty: 3360.581787
	Iteration 10F: 3 clusters Score -89786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 190211 members 
Mstep: Class 4 contains 9885 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17930 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 72841 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 43483 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206930 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 52011 members 
Mstep: Class 15 contains 36199 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34350 members 
Mstep: Class 19 contains 25306 members 
Mstep: Class 20 contains 186282 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 4842 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 82580 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 125 members 
Entering Unmasked Estep 
Score: -133246448.000000 Penalty: 96125.335938
Splitting cluster 23 changes total score from -133248024.000000 to -133246448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (82580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Entering Unmasked Estep 
Score: -11043058.000000 Penalty: 2807.737549
	Iteration 0F: 2 clusters Score -1.104306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -10987425.000000 Penalty: 5615.475098
	Iteration 0F: 3 clusters Score -1.098742e+07 nChanged 38904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -11009656.000000 Penalty: 5615.475098
	Iteration 1F: 3 clusters Score -1.100966e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -11010285.000000 Penalty: 5615.475098
	Iteration 2Q: 3 clusters Score -1.101028e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -11010849.000000 Penalty: 5615.475098
	Iteration 3Q: 3 clusters Score -1.101085e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -11011637.000000 Penalty: 5615.475098
	Iteration 4Q: 3 clusters Score -1.101164e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -11012598.000000 Penalty: 5615.475098
	Iteration 5Q: 3 clusters Score -1.10126e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -11014252.000000 Penalty: 5615.475098
	Iteration 6Q: 3 clusters Score -1.101425e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -11016899.000000 Penalty: 5615.475098
	Iteration 7F: 3 clusters Score -1.10169e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -11021435.000000 Penalty: 5615.475098
	Iteration 8F: 3 clusters Score -1.102144e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -11027427.000000 Penalty: 5615.475098
	Iteration 9F: 3 clusters Score -1.102743e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -11033414.000000 Penalty: 5615.475098
	Iteration 10F: 3 clusters Score -1.103341e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -11037275.000000 Penalty: 5615.475098
	Iteration 11Q: 3 clusters Score -1.103728e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -11039129.000000 Penalty: 5615.475098
	Iteration 12Q: 3 clusters Score -1.103913e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -11039845.000000 Penalty: 5615.475098
	Iteration 13Q: 3 clusters Score -1.103984e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -11040227.000000 Penalty: 5615.475098
	Iteration 14Q: 3 clusters Score -1.104023e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -11040388.000000 Penalty: 5615.475098
	Iteration 15Q: 3 clusters Score -1.104039e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -11040466.000000 Penalty: 5615.475098
	Iteration 16Q: 3 clusters Score -1.104047e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -11040533.000000 Penalty: 5615.475098
	Iteration 17Q: 3 clusters Score -1.104053e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -11040587.000000 Penalty: 5615.475098
	Iteration 18Q: 3 clusters Score -1.104059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -11040604.000000 Penalty: 5615.475098
	Iteration 19Q: 3 clusters Score -1.10406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -11040626.000000 Penalty: 5615.475098
	Iteration 20F: 3 clusters Score -1.104063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 82099 members 
Entering Unmasked Estep 
Score: -11040638.000000 Penalty: 5615.475098
	Iteration 21Q: 3 clusters Score -1.104064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -11040647.000000 Penalty: 5615.475098
	Iteration 22Q: 3 clusters Score -1.104065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -11040664.000000 Penalty: 5615.475098
	Iteration 23Q: 3 clusters Score -1.104066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -11040671.000000 Penalty: 5615.475098
	Iteration 24Q: 3 clusters Score -1.104067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -11040664.000000 Penalty: 5615.475098
	Iteration 25Q: 3 clusters Score -1.104066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -11040669.000000 Penalty: 5615.475098
	Iteration 26Q: 3 clusters Score -1.104067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -11040671.000000 Penalty: 5615.475098
	Iteration 27Q: 3 clusters Score -1.104067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 82128 members 
Entering Unmasked Estep 
Score: -11040674.000000 Penalty: 5615.475098
	Iteration 28Q: 3 clusters Score -1.104067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -11040673.000000 Penalty: 5615.475098
	Iteration 29Q: 3 clusters Score -1.104067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -11040673.000000 Penalty: 5615.475098
	Iteration 30F: 3 clusters Score -1.104067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -57580.425781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -57580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56089.093750 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -56089.09 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56393.285156 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -56393.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56650.187500 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -56650.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -56892.117188 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -56892.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -57162.375000 Penalty: 3095.176758
	Iteration 4F: 3 clusters Score -57162.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -57476.125000 Penalty: 3095.176758
	Iteration 5F: 3 clusters Score -57476.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -57540.941406 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -57540.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -57646.515625 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -57646.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57718.039062 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -57718.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57723.273438 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -57723.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57723.273438 Penalty: 3095.176758
	Iteration 10F: 3 clusters Score -57723.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 190211 members 
Mstep: Class 4 contains 9885 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17930 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 72841 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 43483 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206930 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 52011 members 
Mstep: Class 15 contains 36199 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34350 members 
Mstep: Class 19 contains 25306 members 
Mstep: Class 20 contains 186282 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 4842 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 82580 members 
Mstep: Class 25 contains 373 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -133246264.000000 Penalty: 96125.335938
Splitting cluster 25 changes total score from -133248024.000000 to -133246264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -70781.070312 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -70781.07 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 337 members 
Entering Unmasked Estep 
Score: -69209.664062 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -69209.66 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69788.132812 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -69788.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69901.070312 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -69901.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69944.171875 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -69944.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69973.304688 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -69973.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69990.664062 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -69990.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69997.906250 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -69997.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70016.601562 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -70016.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70050.570312 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -70050.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70099.679688 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -70099.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70131.414062 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -70131.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70138.843750 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -70138.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70147.953125 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -70147.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70153.523438 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -70153.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70158.156250 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -70158.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70166.335938 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -70166.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70169.546875 Penalty: 3213.340576
	Iteration 16Q: 3 clusters Score -70169.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70173.875000 Penalty: 3213.340576
	Iteration 17Q: 3 clusters Score -70173.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70179.171875 Penalty: 3213.340576
	Iteration 18Q: 3 clusters Score -70179.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70179.171875 Penalty: 3213.340576
	Iteration 19F: 3 clusters Score -70179.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -69536.039062 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -69536.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67960.882812 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -67960.88 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68338.468750 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -68338.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68509.078125 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -68509.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68611.062500 Penalty: 3202.557617
	Iteration 3Q: 3 clusters Score -68611.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68668.062500 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -68668.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68709.414062 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -68709.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68740.375000 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -68740.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68771.703125 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -68771.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68830.242188 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -68830.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68896.093750 Penalty: 3202.557617
	Iteration 9Q: 3 clusters Score -68896.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68973.859375 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -68973.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69049.195312 Penalty: 3202.557617
	Iteration 11Q: 3 clusters Score -69049.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69130.859375 Penalty: 3202.557617
	Iteration 12Q: 3 clusters Score -69130.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69161.656250 Penalty: 3202.557617
	Iteration 13Q: 3 clusters Score -69161.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69177.648438 Penalty: 3202.557617
	Iteration 14Q: 3 clusters Score -69177.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69185.179688 Penalty: 3202.557617
	Iteration 15Q: 3 clusters Score -69185.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69202.914062 Penalty: 3202.557617
	Iteration 16Q: 3 clusters Score -69202.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69215.468750 Penalty: 3202.557617
	Iteration 17Q: 3 clusters Score -69215.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69230.820312 Penalty: 3202.557617
	Iteration 18Q: 3 clusters Score -69230.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69234.164062 Penalty: 3202.557617
	Iteration 19Q: 3 clusters Score -69234.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69236.093750 Penalty: 3202.557617
	Iteration 20F: 3 clusters Score -69236.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 190211 members 
Mstep: Class 4 contains 9885 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17930 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 72841 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 43483 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206930 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 52011 members 
Mstep: Class 15 contains 36199 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34350 members 
Mstep: Class 19 contains 25306 members 
Mstep: Class 20 contains 186282 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 4842 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 82580 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248040.000000 Penalty: 92692.289062
Iteration 119Q: 28 clusters Score -1.33248e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 190250 members 
Mstep: Class 4 contains 9881 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17925 members 
Mstep: Class 7 contains 26556 members 
Mstep: Class 8 contains 72864 members 
Mstep: Class 9 contains 9535 members 
Mstep: Class 10 contains 43487 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 206987 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 51990 members 
Mstep: Class 15 contains 36206 members 
Mstep: Class 16 contains 2050 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34353 members 
Mstep: Class 19 contains 25307 members 
Mstep: Class 20 contains 186248 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 4849 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 82488 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247856.000000 Penalty: 92692.289062
Iteration 120F: 28 clusters Score -1.332479e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 190287 members 
Mstep: Class 4 contains 9879 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17919 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 72886 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 43502 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207061 members 
Mstep: Class 13 contains 13038 members 
Mstep: Class 14 contains 51957 members 
Mstep: Class 15 contains 36207 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34353 members 
Mstep: Class 19 contains 25302 members 
Mstep: Class 20 contains 186215 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 4854 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 82400 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247984.000000 Penalty: 92692.289062
Iteration 121Q: 28 clusters Score -1.33248e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 190320 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17917 members 
Mstep: Class 7 contains 26560 members 
Mstep: Class 8 contains 72913 members 
Mstep: Class 9 contains 9542 members 
Mstep: Class 10 contains 43517 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207114 members 
Mstep: Class 13 contains 13044 members 
Mstep: Class 14 contains 51948 members 
Mstep: Class 15 contains 36210 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34352 members 
Mstep: Class 19 contains 25291 members 
Mstep: Class 20 contains 186164 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 4859 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 82328 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247872.000000 Penalty: 92692.289062
Iteration 122Q: 28 clusters Score -1.332479e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 190345 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17915 members 
Mstep: Class 7 contains 26565 members 
Mstep: Class 8 contains 72936 members 
Mstep: Class 9 contains 9544 members 
Mstep: Class 10 contains 43532 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207146 members 
Mstep: Class 13 contains 13055 members 
Mstep: Class 14 contains 51954 members 
Mstep: Class 15 contains 36213 members 
Mstep: Class 16 contains 2049 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34350 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 20 contains 186135 members 
Mstep: Class 21 contains 5332 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 82249 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248056.000000 Penalty: 92692.289062
Iteration 123Q: 28 clusters Score -1.332481e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 190365 members 
Mstep: Class 4 contains 9875 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17911 members 
Mstep: Class 7 contains 26569 members 
Mstep: Class 8 contains 72950 members 
Mstep: Class 9 contains 9543 members 
Mstep: Class 10 contains 43540 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207191 members 
Mstep: Class 13 contains 13061 members 
Mstep: Class 14 contains 51946 members 
Mstep: Class 15 contains 36209 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34353 members 
Mstep: Class 19 contains 25275 members 
Mstep: Class 20 contains 186136 members 
Mstep: Class 21 contains 5331 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 82166 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247984.000000 Penalty: 92692.289062
Iteration 124Q: 28 clusters Score -1.33248e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 190390 members 
Mstep: Class 4 contains 9875 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17917 members 
Mstep: Class 7 contains 26567 members 
Mstep: Class 8 contains 72957 members 
Mstep: Class 9 contains 9550 members 
Mstep: Class 10 contains 43556 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207253 members 
Mstep: Class 13 contains 13068 members 
Mstep: Class 14 contains 51932 members 
Mstep: Class 15 contains 36208 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34353 members 
Mstep: Class 19 contains 25272 members 
Mstep: Class 20 contains 186114 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 82077 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248064.000000 Penalty: 92692.289062
Iteration 125Q: 28 clusters Score -1.332481e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 190404 members 
Mstep: Class 4 contains 9875 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17921 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 72976 members 
Mstep: Class 9 contains 9553 members 
Mstep: Class 10 contains 43580 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207316 members 
Mstep: Class 13 contains 13074 members 
Mstep: Class 14 contains 51920 members 
Mstep: Class 15 contains 36198 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34355 members 
Mstep: Class 19 contains 25270 members 
Mstep: Class 20 contains 186099 members 
Mstep: Class 21 contains 5328 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 81984 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248096.000000 Penalty: 92692.289062
Iteration 126Q: 28 clusters Score -1.332481e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 190416 members 
Mstep: Class 4 contains 9874 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 26579 members 
Mstep: Class 8 contains 72997 members 
Mstep: Class 9 contains 9551 members 
Mstep: Class 10 contains 43588 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207364 members 
Mstep: Class 13 contains 13078 members 
Mstep: Class 14 contains 51913 members 
Mstep: Class 15 contains 36198 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34355 members 
Mstep: Class 19 contains 25274 members 
Mstep: Class 20 contains 186101 members 
Mstep: Class 21 contains 5328 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 81883 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247984.000000 Penalty: 92692.289062
Iteration 127Q: 28 clusters Score -1.33248e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 190422 members 
Mstep: Class 4 contains 9875 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 26586 members 
Mstep: Class 8 contains 73011 members 
Mstep: Class 9 contains 9557 members 
Mstep: Class 10 contains 43594 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207408 members 
Mstep: Class 13 contains 13083 members 
Mstep: Class 14 contains 51915 members 
Mstep: Class 15 contains 36196 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34351 members 
Mstep: Class 19 contains 25268 members 
Mstep: Class 20 contains 186109 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 81795 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247784.000000 Penalty: 92692.289062
Iteration 128Q: 28 clusters Score -1.332478e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 190432 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17917 members 
Mstep: Class 7 contains 26592 members 
Mstep: Class 8 contains 73026 members 
Mstep: Class 9 contains 9564 members 
Mstep: Class 10 contains 43597 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207466 members 
Mstep: Class 13 contains 13088 members 
Mstep: Class 14 contains 51912 members 
Mstep: Class 15 contains 36197 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34348 members 
Mstep: Class 19 contains 25265 members 
Mstep: Class 20 contains 186101 members 
Mstep: Class 21 contains 5328 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 81712 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247896.000000 Penalty: 92692.289062
Iteration 129Q: 28 clusters Score -1.332479e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 190439 members 
Mstep: Class 4 contains 9875 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17916 members 
Mstep: Class 7 contains 26592 members 
Mstep: Class 8 contains 73042 members 
Mstep: Class 9 contains 9574 members 
Mstep: Class 10 contains 43590 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207528 members 
Mstep: Class 13 contains 13098 members 
Mstep: Class 14 contains 51920 members 
Mstep: Class 15 contains 36197 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34347 members 
Mstep: Class 19 contains 25254 members 
Mstep: Class 20 contains 186096 members 
Mstep: Class 21 contains 5332 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81619 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247744.000000 Penalty: 92692.289062
Iteration 130Q: 28 clusters Score -1.332477e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190440 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17916 members 
Mstep: Class 7 contains 26598 members 
Mstep: Class 8 contains 73054 members 
Mstep: Class 9 contains 9595 members 
Mstep: Class 10 contains 43592 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207576 members 
Mstep: Class 13 contains 13102 members 
Mstep: Class 14 contains 51939 members 
Mstep: Class 15 contains 36196 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34353 members 
Mstep: Class 19 contains 25241 members 
Mstep: Class 20 contains 186075 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81535 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247840.000000 Penalty: 92692.289062
Iteration 131Q: 28 clusters Score -1.332478e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190446 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17908 members 
Mstep: Class 7 contains 26597 members 
Mstep: Class 8 contains 73058 members 
Mstep: Class 9 contains 9610 members 
Mstep: Class 10 contains 43591 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207654 members 
Mstep: Class 13 contains 13108 members 
Mstep: Class 14 contains 51947 members 
Mstep: Class 15 contains 36197 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34355 members 
Mstep: Class 19 contains 25233 members 
Mstep: Class 20 contains 186032 members 
Mstep: Class 21 contains 5332 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81474 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247872.000000 Penalty: 92692.289062
Iteration 132Q: 28 clusters Score -1.332479e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190451 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17904 members 
Mstep: Class 7 contains 26592 members 
Mstep: Class 8 contains 73061 members 
Mstep: Class 9 contains 9635 members 
Mstep: Class 10 contains 43585 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207721 members 
Mstep: Class 13 contains 13115 members 
Mstep: Class 14 contains 51953 members 
Mstep: Class 15 contains 36194 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25230 members 
Mstep: Class 20 contains 185992 members 
Mstep: Class 21 contains 5330 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81418 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248008.000000 Penalty: 92692.289062
Iteration 133Q: 28 clusters Score -1.33248e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 190458 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26588 members 
Mstep: Class 8 contains 73066 members 
Mstep: Class 9 contains 9657 members 
Mstep: Class 10 contains 43583 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207778 members 
Mstep: Class 13 contains 13118 members 
Mstep: Class 14 contains 51953 members 
Mstep: Class 15 contains 36193 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25227 members 
Mstep: Class 20 contains 185955 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 4884 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81368 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247968.000000 Penalty: 92692.289062
Iteration 134Q: 28 clusters Score -1.33248e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 190465 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26580 members 
Mstep: Class 8 contains 73071 members 
Mstep: Class 9 contains 9674 members 
Mstep: Class 10 contains 43578 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207859 members 
Mstep: Class 13 contains 13122 members 
Mstep: Class 14 contains 51960 members 
Mstep: Class 15 contains 36197 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25225 members 
Mstep: Class 20 contains 185896 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81313 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247952.000000 Penalty: 92692.289062
Iteration 135Q: 28 clusters Score -1.33248e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 190473 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26565 members 
Mstep: Class 8 contains 73071 members 
Mstep: Class 9 contains 9694 members 
Mstep: Class 10 contains 43580 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207912 members 
Mstep: Class 13 contains 13125 members 
Mstep: Class 14 contains 51971 members 
Mstep: Class 15 contains 36200 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34354 members 
Mstep: Class 19 contains 25228 members 
Mstep: Class 20 contains 185854 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 4891 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81268 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247744.000000 Penalty: 92692.289062
Iteration 136Q: 28 clusters Score -1.332477e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 190479 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17902 members 
Mstep: Class 7 contains 26561 members 
Mstep: Class 8 contains 73073 members 
Mstep: Class 9 contains 9719 members 
Mstep: Class 10 contains 43581 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 207970 members 
Mstep: Class 13 contains 13128 members 
Mstep: Class 14 contains 51987 members 
Mstep: Class 15 contains 36202 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25230 members 
Mstep: Class 20 contains 185791 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4893 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81214 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247752.000000 Penalty: 92692.289062
Iteration 137Q: 28 clusters Score -1.332478e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 190485 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17906 members 
Mstep: Class 7 contains 26560 members 
Mstep: Class 8 contains 73074 members 
Mstep: Class 9 contains 9728 members 
Mstep: Class 10 contains 43578 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208030 members 
Mstep: Class 13 contains 13132 members 
Mstep: Class 14 contains 51992 members 
Mstep: Class 15 contains 36208 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34365 members 
Mstep: Class 19 contains 25224 members 
Mstep: Class 20 contains 185739 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81171 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247720.000000 Penalty: 92692.289062
Iteration 138Q: 28 clusters Score -1.332477e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 190489 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17905 members 
Mstep: Class 7 contains 26552 members 
Mstep: Class 8 contains 73082 members 
Mstep: Class 9 contains 9733 members 
Mstep: Class 10 contains 43582 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208105 members 
Mstep: Class 13 contains 13133 members 
Mstep: Class 14 contains 51991 members 
Mstep: Class 15 contains 36206 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 25220 members 
Mstep: Class 20 contains 185708 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81122 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247552.000000 Penalty: 92692.289062
Iteration 139Q: 28 clusters Score -1.332476e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190492 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17908 members 
Mstep: Class 7 contains 26547 members 
Mstep: Class 8 contains 73090 members 
Mstep: Class 9 contains 9742 members 
Mstep: Class 10 contains 43585 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208150 members 
Mstep: Class 13 contains 13136 members 
Mstep: Class 14 contains 51998 members 
Mstep: Class 15 contains 36209 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34364 members 
Mstep: Class 19 contains 25213 members 
Mstep: Class 20 contains 185684 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 4896 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81073 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247520.000000 Penalty: 92692.289062
Iteration 140F: 28 clusters Score -1.332475e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190491 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17911 members 
Mstep: Class 7 contains 26539 members 
Mstep: Class 8 contains 73093 members 
Mstep: Class 9 contains 9752 members 
Mstep: Class 10 contains 43589 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208211 members 
Mstep: Class 13 contains 13136 members 
Mstep: Class 14 contains 52004 members 
Mstep: Class 15 contains 36210 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 25210 members 
Mstep: Class 20 contains 185639 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 4897 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81040 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247480.000000 Penalty: 92692.289062
Iteration 141Q: 28 clusters Score -1.332475e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190494 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 26540 members 
Mstep: Class 8 contains 73097 members 
Mstep: Class 9 contains 9762 members 
Mstep: Class 10 contains 43588 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208252 members 
Mstep: Class 13 contains 13136 members 
Mstep: Class 14 contains 52004 members 
Mstep: Class 15 contains 36220 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25210 members 
Mstep: Class 20 contains 185604 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4899 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 81008 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247544.000000 Penalty: 92692.289062
Iteration 142Q: 28 clusters Score -1.332475e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190499 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 26542 members 
Mstep: Class 8 contains 73102 members 
Mstep: Class 9 contains 9775 members 
Mstep: Class 10 contains 43590 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208253 members 
Mstep: Class 13 contains 13136 members 
Mstep: Class 14 contains 52009 members 
Mstep: Class 15 contains 36225 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25209 members 
Mstep: Class 20 contains 185599 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80975 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247440.000000 Penalty: 92692.289062
Iteration 143Q: 28 clusters Score -1.332474e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190504 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17913 members 
Mstep: Class 7 contains 26540 members 
Mstep: Class 8 contains 73102 members 
Mstep: Class 9 contains 9781 members 
Mstep: Class 10 contains 43588 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208259 members 
Mstep: Class 13 contains 13137 members 
Mstep: Class 14 contains 52011 members 
Mstep: Class 15 contains 36227 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34356 members 
Mstep: Class 19 contains 25210 members 
Mstep: Class 20 contains 185620 members 
Mstep: Class 21 contains 5328 members 
Mstep: Class 22 contains 4905 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80935 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247424.000000 Penalty: 92692.289062
Iteration 144Q: 28 clusters Score -1.332474e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190505 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17917 members 
Mstep: Class 7 contains 26543 members 
Mstep: Class 8 contains 73106 members 
Mstep: Class 9 contains 9788 members 
Mstep: Class 10 contains 43586 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208261 members 
Mstep: Class 13 contains 13138 members 
Mstep: Class 14 contains 52019 members 
Mstep: Class 15 contains 36220 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34353 members 
Mstep: Class 19 contains 25205 members 
Mstep: Class 20 contains 185638 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 4909 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80899 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247464.000000 Penalty: 92692.289062
Iteration 145Q: 28 clusters Score -1.332475e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190504 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 26545 members 
Mstep: Class 8 contains 73109 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 10 contains 43586 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208268 members 
Mstep: Class 13 contains 13138 members 
Mstep: Class 14 contains 52023 members 
Mstep: Class 15 contains 36215 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34352 members 
Mstep: Class 19 contains 25205 members 
Mstep: Class 20 contains 185657 members 
Mstep: Class 21 contains 5328 members 
Mstep: Class 22 contains 4909 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80865 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247504.000000 Penalty: 92692.289062
Iteration 146Q: 28 clusters Score -1.332475e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190503 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17924 members 
Mstep: Class 7 contains 26551 members 
Mstep: Class 8 contains 73115 members 
Mstep: Class 9 contains 9798 members 
Mstep: Class 10 contains 43585 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208272 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 52026 members 
Mstep: Class 15 contains 36212 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34353 members 
Mstep: Class 19 contains 25205 members 
Mstep: Class 20 contains 185671 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4910 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80824 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247504.000000 Penalty: 92692.289062
Iteration 147Q: 28 clusters Score -1.332475e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190501 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17927 members 
Mstep: Class 7 contains 26552 members 
Mstep: Class 8 contains 73114 members 
Mstep: Class 9 contains 9805 members 
Mstep: Class 10 contains 43582 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208266 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 52027 members 
Mstep: Class 15 contains 36214 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25209 members 
Mstep: Class 20 contains 185683 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80799 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247592.000000 Penalty: 92692.289062
Iteration 148Q: 28 clusters Score -1.332476e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190501 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17934 members 
Mstep: Class 7 contains 26552 members 
Mstep: Class 8 contains 73114 members 
Mstep: Class 9 contains 9810 members 
Mstep: Class 10 contains 43582 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208264 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 52032 members 
Mstep: Class 15 contains 36217 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25207 members 
Mstep: Class 20 contains 185689 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80778 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247552.000000 Penalty: 92692.289062
Iteration 149Q: 28 clusters Score -1.332476e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 190503 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17939 members 
Mstep: Class 7 contains 26553 members 
Mstep: Class 8 contains 73113 members 
Mstep: Class 9 contains 9815 members 
Mstep: Class 10 contains 43579 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208293 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 52034 members 
Mstep: Class 15 contains 36215 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25198 members 
Mstep: Class 20 contains 185674 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80766 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247520.000000 Penalty: 92692.289062
Iteration 150Q: 28 clusters Score -1.332475e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 190505 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17943 members 
Mstep: Class 7 contains 26554 members 
Mstep: Class 8 contains 73110 members 
Mstep: Class 9 contains 9823 members 
Mstep: Class 10 contains 43574 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208310 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 52037 members 
Mstep: Class 15 contains 36212 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25194 members 
Mstep: Class 20 contains 185661 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80758 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247672.000000 Penalty: 92692.289062
Iteration 151Q: 28 clusters Score -1.332477e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190507 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17943 members 
Mstep: Class 7 contains 26551 members 
Mstep: Class 8 contains 73107 members 
Mstep: Class 9 contains 9831 members 
Mstep: Class 10 contains 43569 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208321 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 52045 members 
Mstep: Class 15 contains 36211 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25193 members 
Mstep: Class 20 contains 185652 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80749 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247656.000000 Penalty: 92692.289062
Iteration 152Q: 28 clusters Score -1.332477e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190508 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17943 members 
Mstep: Class 7 contains 26546 members 
Mstep: Class 8 contains 73108 members 
Mstep: Class 9 contains 9837 members 
Mstep: Class 10 contains 43567 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208342 members 
Mstep: Class 13 contains 13141 members 
Mstep: Class 14 contains 52050 members 
Mstep: Class 15 contains 36212 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25190 members 
Mstep: Class 20 contains 185641 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80730 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247728.000000 Penalty: 92692.289062
Iteration 153Q: 28 clusters Score -1.332477e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190510 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17939 members 
Mstep: Class 7 contains 26542 members 
Mstep: Class 8 contains 73108 members 
Mstep: Class 9 contains 9842 members 
Mstep: Class 10 contains 43563 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208369 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52056 members 
Mstep: Class 15 contains 36212 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34365 members 
Mstep: Class 19 contains 25190 members 
Mstep: Class 20 contains 185622 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80717 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247680.000000 Penalty: 92692.289062
Iteration 154Q: 28 clusters Score -1.332477e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190509 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17939 members 
Mstep: Class 7 contains 26540 members 
Mstep: Class 8 contains 73110 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 43562 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208381 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52060 members 
Mstep: Class 15 contains 36215 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25188 members 
Mstep: Class 20 contains 185610 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80708 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247672.000000 Penalty: 92692.289062
Iteration 155Q: 28 clusters Score -1.332477e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190508 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17938 members 
Mstep: Class 7 contains 26537 members 
Mstep: Class 8 contains 73109 members 
Mstep: Class 9 contains 9849 members 
Mstep: Class 10 contains 43556 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208401 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52065 members 
Mstep: Class 15 contains 36212 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 25187 members 
Mstep: Class 20 contains 185603 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80700 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247656.000000 Penalty: 92692.289062
Iteration 156Q: 28 clusters Score -1.332477e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190511 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17937 members 
Mstep: Class 7 contains 26533 members 
Mstep: Class 8 contains 73110 members 
Mstep: Class 9 contains 9853 members 
Mstep: Class 10 contains 43552 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208411 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52067 members 
Mstep: Class 15 contains 36210 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34371 members 
Mstep: Class 19 contains 25189 members 
Mstep: Class 20 contains 185600 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80694 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247744.000000 Penalty: 92692.289062
Iteration 157Q: 28 clusters Score -1.332477e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190511 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17932 members 
Mstep: Class 7 contains 26530 members 
Mstep: Class 8 contains 73109 members 
Mstep: Class 9 contains 9857 members 
Mstep: Class 10 contains 43550 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208428 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52067 members 
Mstep: Class 15 contains 36211 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 25188 members 
Mstep: Class 20 contains 185589 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80691 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247808.000000 Penalty: 92692.289062
Iteration 158Q: 28 clusters Score -1.332478e+08 nChanged 96
Entering ConstructFrom: 
Score: -133247808.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -323896.437500 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -323896.4 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 1327 members 
Entering Unmasked Estep 
Score: -320836.875000 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -320836.9 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -321473.718750 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -321473.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -321662.250000 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -321662.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -321769.437500 Penalty: 3907.188965
	Iteration 3F: 3 clusters Score -321769.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -321854.531250 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -321854.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -321907.187500 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -321907.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -321946.218750 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -321946.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321978.937500 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -321978.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -321998.468750 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -321998.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -322012.625000 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -322012.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -322023.500000 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -322023.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -322033.906250 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -322033.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -322042.531250 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -322042.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -322049.500000 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -322049.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -322060.687500 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -322060.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322073.187500 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -322073.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -322087.875000 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -322087.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -322099.437500 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -322099.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -322109.281250 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -322109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -322119.781250 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -322119.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322129.125000 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -322129.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -322138.656250 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -322138.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -322145.281250 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -322145.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -322150.718750 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -322150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -322154.906250 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -322154.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -322165.843750 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -322165.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -322174.406250 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -322174.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -322185.156250 Penalty: 3907.188965
	Iteration 27Q: 3 clusters Score -322185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -322192.781250 Penalty: 3907.188965
	Iteration 28Q: 3 clusters Score -322192.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -322199.437500 Penalty: 3907.188965
	Iteration 29Q: 3 clusters Score -322199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -322205.437500 Penalty: 3907.188965
	Iteration 30Q: 3 clusters Score -322205.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -322210.718750 Penalty: 3907.188965
	Iteration 31Q: 3 clusters Score -322210.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -322214.593750 Penalty: 3907.188965
	Iteration 32Q: 3 clusters Score -322214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -322219.875000 Penalty: 3907.188965
	Iteration 33Q: 3 clusters Score -322219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -322225.125000 Penalty: 3907.188965
	Iteration 34Q: 3 clusters Score -322225.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -322233.937500 Penalty: 3907.188965
	Iteration 35Q: 3 clusters Score -322233.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -322244.718750 Penalty: 3907.188965
	Iteration 36Q: 3 clusters Score -322244.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -322254.656250 Penalty: 3907.188965
	Iteration 37Q: 3 clusters Score -322254.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -322262.468750 Penalty: 3907.188965
	Iteration 38Q: 3 clusters Score -322262.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -322267.843750 Penalty: 3907.188965
	Iteration 39Q: 3 clusters Score -322267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -322270.000000 Penalty: 3907.188965
	Iteration 40F: 3 clusters Score -322270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -322272.125000 Penalty: 3907.188965
	Iteration 41Q: 3 clusters Score -322272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -322274.593750 Penalty: 3907.188965
	Iteration 42Q: 3 clusters Score -322274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -322277.343750 Penalty: 3907.188965
	Iteration 43Q: 3 clusters Score -322277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -322278.406250 Penalty: 3907.188965
	Iteration 44Q: 3 clusters Score -322278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -322281.375000 Penalty: 3907.188965
	Iteration 45Q: 3 clusters Score -322281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -322283.875000 Penalty: 3907.188965
	Iteration 46Q: 3 clusters Score -322283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -322285.031250 Penalty: 3907.188965
	Iteration 47Q: 3 clusters Score -322285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -322286.875000 Penalty: 3907.188965
	Iteration 48Q: 3 clusters Score -322286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -322287.781250 Penalty: 3907.188965
	Iteration 49Q: 3 clusters Score -322287.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -322290.250000 Penalty: 3907.188965
	Iteration 50Q: 3 clusters Score -322290.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -322295.156250 Penalty: 3907.188965
	Iteration 51Q: 3 clusters Score -322295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -322298.906250 Penalty: 3907.188965
	Iteration 52Q: 3 clusters Score -322298.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -322301.156250 Penalty: 3907.188965
	Iteration 53Q: 3 clusters Score -322301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -322303.625000 Penalty: 3907.188965
	Iteration 54Q: 3 clusters Score -322303.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -322307.343750 Penalty: 3907.188965
	Iteration 55Q: 3 clusters Score -322307.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -322311.500000 Penalty: 3907.188965
	Iteration 56Q: 3 clusters Score -322311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -322316.062500 Penalty: 3907.188965
	Iteration 57Q: 3 clusters Score -322316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -322321.812500 Penalty: 3907.188965
	Iteration 58Q: 3 clusters Score -322321.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -322326.000000 Penalty: 3907.188965
	Iteration 59Q: 3 clusters Score -322326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -322331.812500 Penalty: 3907.188965
	Iteration 60F: 3 clusters Score -322331.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -322338.187500 Penalty: 3907.188965
	Iteration 61Q: 3 clusters Score -322338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -322345.718750 Penalty: 3907.188965
	Iteration 62Q: 3 clusters Score -322345.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -322352.906250 Penalty: 3907.188965
	Iteration 63Q: 3 clusters Score -322352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -322363.343750 Penalty: 3907.188965
	Iteration 64Q: 3 clusters Score -322363.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -322370.656250 Penalty: 3907.188965
	Iteration 65Q: 3 clusters Score -322370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -322374.562500 Penalty: 3907.188965
	Iteration 66Q: 3 clusters Score -322374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -322376.093750 Penalty: 3907.188965
	Iteration 67Q: 3 clusters Score -322376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -322375.906250 Penalty: 3907.188965
	Iteration 68Q: 3 clusters Score -322375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -322375.906250 Penalty: 3907.188965
	Iteration 69F: 3 clusters Score -322375.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -267580.281250 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -267580.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -264918.750000 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -264918.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -265480.750000 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -265480.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -265745.906250 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -265745.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -266021.156250 Penalty: 3794.483887
	Iteration 3F: 3 clusters Score -266021.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -266321.781250 Penalty: 3794.483887
	Iteration 4F: 3 clusters Score -266321.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -266722.343750 Penalty: 3794.483887
	Iteration 5F: 3 clusters Score -266722.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267126.968750 Penalty: 3794.483887
	Iteration 6F: 3 clusters Score -267127 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -267394.375000 Penalty: 3794.483887
	Iteration 7F: 3 clusters Score -267394.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -267600.593750 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -267600.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -267716.156250 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -267716.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -267769.468750 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -267769.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -267790.656250 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -267790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -267800.093750 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -267800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -267807.718750 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -267807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -267808.250000 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -267808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -267810.843750 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -267810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -267812.218750 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -267812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -267812.218750 Penalty: 3794.483887
	Iteration 17F: 3 clusters Score -267812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 190507 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 73115 members 
Mstep: Class 9 contains 9860 members 
Mstep: Class 10 contains 43552 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208443 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52068 members 
Mstep: Class 15 contains 36210 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 25189 members 
Mstep: Class 20 contains 185576 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80684 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 1368 members 
Entering Unmasked Estep 
Score: -133246712.000000 Penalty: 96125.335938
Splitting cluster 2 changes total score from -133247808.000000 to -133246712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (190507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190507 members 
Entering Unmasked Estep 
Score: -25211340.000000 Penalty: 3015.046143
	Iteration 0F: 2 clusters Score -2.521134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -25102838.000000 Penalty: 6030.092285
	Iteration 0F: 3 clusters Score -2.510284e+07 nChanged 91109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 96999 members 
Entering Unmasked Estep 
Score: -25156044.000000 Penalty: 6030.092285
	Iteration 1F: 3 clusters Score -2.515604e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -25157102.000000 Penalty: 6030.092285
	Iteration 2Q: 3 clusters Score -2.51571e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -25157960.000000 Penalty: 6030.092285
	Iteration 3Q: 3 clusters Score -2.515796e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -25159534.000000 Penalty: 6030.092285
	Iteration 4Q: 3 clusters Score -2.515953e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 104696 members 
Entering Unmasked Estep 
Score: -25161572.000000 Penalty: 6030.092285
	Iteration 5Q: 3 clusters Score -2.516157e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 109394 members 
Entering Unmasked Estep 
Score: -25164476.000000 Penalty: 6030.092285
	Iteration 6Q: 3 clusters Score -2.516448e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 115924 members 
Entering Unmasked Estep 
Score: -25169118.000000 Penalty: 6030.092285
	Iteration 7Q: 3 clusters Score -2.516912e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 124155 members 
Entering Unmasked Estep 
Score: -25175654.000000 Penalty: 6030.092285
	Iteration 8F: 3 clusters Score -2.517565e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 132820 members 
Entering Unmasked Estep 
Score: -25183166.000000 Penalty: 6030.092285
	Iteration 9F: 3 clusters Score -2.518317e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 140207 members 
Entering Unmasked Estep 
Score: -25189818.000000 Penalty: 6030.092285
	Iteration 10F: 3 clusters Score -2.518982e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 145459 members 
Entering Unmasked Estep 
Score: -25194762.000000 Penalty: 6030.092285
	Iteration 11Q: 3 clusters Score -2.519476e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 148853 members 
Entering Unmasked Estep 
Score: -25197838.000000 Penalty: 6030.092285
	Iteration 12Q: 3 clusters Score -2.519784e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 151204 members 
Entering Unmasked Estep 
Score: -25199196.000000 Penalty: 6030.092285
	Iteration 13Q: 3 clusters Score -2.51992e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 153166 members 
Entering Unmasked Estep 
Score: -25200340.000000 Penalty: 6030.092285
	Iteration 14Q: 3 clusters Score -2.520034e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 155011 members 
Entering Unmasked Estep 
Score: -25201024.000000 Penalty: 6030.092285
	Iteration 15Q: 3 clusters Score -2.520102e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 156868 members 
Entering Unmasked Estep 
Score: -25201700.000000 Penalty: 6030.092285
	Iteration 16Q: 3 clusters Score -2.52017e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 158785 members 
Entering Unmasked Estep 
Score: -25202384.000000 Penalty: 6030.092285
	Iteration 17Q: 3 clusters Score -2.520238e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 160651 members 
Entering Unmasked Estep 
Score: -25203024.000000 Penalty: 6030.092285
	Iteration 18Q: 3 clusters Score -2.520302e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 162570 members 
Entering Unmasked Estep 
Score: -25203638.000000 Penalty: 6030.092285
	Iteration 19Q: 3 clusters Score -2.520364e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -25204198.000000 Penalty: 6030.092285
	Iteration 20F: 3 clusters Score -2.52042e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 166200 members 
Entering Unmasked Estep 
Score: -25204716.000000 Penalty: 6030.092285
	Iteration 21Q: 3 clusters Score -2.520472e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -25205168.000000 Penalty: 6030.092285
	Iteration 22Q: 3 clusters Score -2.520517e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 169615 members 
Entering Unmasked Estep 
Score: -25205376.000000 Penalty: 6030.092285
	Iteration 23Q: 3 clusters Score -2.520538e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 171297 members 
Entering Unmasked Estep 
Score: -25205970.000000 Penalty: 6030.092285
	Iteration 24Q: 3 clusters Score -2.520597e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 172906 members 
Entering Unmasked Estep 
Score: -25206578.000000 Penalty: 6030.092285
	Iteration 25Q: 3 clusters Score -2.520658e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 174432 members 
Entering Unmasked Estep 
Score: -25207024.000000 Penalty: 6030.092285
	Iteration 26Q: 3 clusters Score -2.520702e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 175875 members 
Entering Unmasked Estep 
Score: -25207360.000000 Penalty: 6030.092285
	Iteration 27Q: 3 clusters Score -2.520736e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 177237 members 
Entering Unmasked Estep 
Score: -25207684.000000 Penalty: 6030.092285
	Iteration 28Q: 3 clusters Score -2.520768e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 178522 members 
Entering Unmasked Estep 
Score: -25207994.000000 Penalty: 6030.092285
	Iteration 29Q: 3 clusters Score -2.520799e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 179697 members 
Entering Unmasked Estep 
Score: -25208344.000000 Penalty: 6030.092285
	Iteration 30Q: 3 clusters Score -2.520834e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 180852 members 
Entering Unmasked Estep 
Score: -25208622.000000 Penalty: 6030.092285
	Iteration 31Q: 3 clusters Score -2.520862e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 181909 members 
Entering Unmasked Estep 
Score: -25208752.000000 Penalty: 6030.092285
	Iteration 32Q: 3 clusters Score -2.520875e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 182839 members 
Entering Unmasked Estep 
Score: -25208962.000000 Penalty: 6030.092285
	Iteration 33Q: 3 clusters Score -2.520896e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 183694 members 
Entering Unmasked Estep 
Score: -25209242.000000 Penalty: 6030.092285
	Iteration 34Q: 3 clusters Score -2.520924e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 184458 members 
Entering Unmasked Estep 
Score: -25209342.000000 Penalty: 6030.092285
	Iteration 35Q: 3 clusters Score -2.520934e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 185076 members 
Entering Unmasked Estep 
Score: -25209424.000000 Penalty: 6030.092285
	Iteration 36Q: 3 clusters Score -2.520942e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 185633 members 
Entering Unmasked Estep 
Score: -25209542.000000 Penalty: 6030.092285
	Iteration 37Q: 3 clusters Score -2.520954e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 186123 members 
Entering Unmasked Estep 
Score: -25209586.000000 Penalty: 6030.092285
	Iteration 38Q: 3 clusters Score -2.520959e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 186529 members 
Entering Unmasked Estep 
Score: -25209556.000000 Penalty: 6030.092285
	Iteration 39Q: 3 clusters Score -2.520956e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 186854 members 
Entering Unmasked Estep 
Score: -25209516.000000 Penalty: 6030.092285
	Iteration 40F: 3 clusters Score -2.520952e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 187123 members 
Entering Unmasked Estep 
Score: -25209558.000000 Penalty: 6030.092285
	Iteration 41Q: 3 clusters Score -2.520956e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 187366 members 
Entering Unmasked Estep 
Score: -25209548.000000 Penalty: 6030.092285
	Iteration 42Q: 3 clusters Score -2.520955e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 187560 members 
Entering Unmasked Estep 
Score: -25209520.000000 Penalty: 6030.092285
	Iteration 43Q: 3 clusters Score -2.520952e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 187718 members 
Entering Unmasked Estep 
Score: -25209526.000000 Penalty: 6030.092285
	Iteration 44Q: 3 clusters Score -2.520953e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 187852 members 
Entering Unmasked Estep 
Score: -25209564.000000 Penalty: 6030.092285
	Iteration 45Q: 3 clusters Score -2.520956e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 187956 members 
Entering Unmasked Estep 
Score: -25209564.000000 Penalty: 6030.092285
	Iteration 46Q: 3 clusters Score -2.520956e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 188046 members 
Entering Unmasked Estep 
Score: -25209542.000000 Penalty: 6030.092285
	Iteration 47Q: 3 clusters Score -2.520954e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 188120 members 
Entering Unmasked Estep 
Score: -25209558.000000 Penalty: 6030.092285
	Iteration 48Q: 3 clusters Score -2.520956e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 188178 members 
Entering Unmasked Estep 
Score: -25209578.000000 Penalty: 6030.092285
	Iteration 49Q: 3 clusters Score -2.520958e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 188238 members 
Entering Unmasked Estep 
Score: -25209544.000000 Penalty: 6030.092285
	Iteration 50Q: 3 clusters Score -2.520954e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 188285 members 
Entering Unmasked Estep 
Score: -25209594.000000 Penalty: 6030.092285
	Iteration 51Q: 3 clusters Score -2.520959e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 188314 members 
Entering Unmasked Estep 
Score: -25209572.000000 Penalty: 6030.092285
	Iteration 52Q: 3 clusters Score -2.520957e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 188350 members 
Entering Unmasked Estep 
Score: -25209586.000000 Penalty: 6030.092285
	Iteration 53Q: 3 clusters Score -2.520959e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 188383 members 
Entering Unmasked Estep 
Score: -25209580.000000 Penalty: 6030.092285
	Iteration 54Q: 3 clusters Score -2.520958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 188414 members 
Entering Unmasked Estep 
Score: -25209578.000000 Penalty: 6030.092285
	Iteration 55Q: 3 clusters Score -2.520958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 188447 members 
Entering Unmasked Estep 
Score: -25209584.000000 Penalty: 6030.092285
	Iteration 56Q: 3 clusters Score -2.520958e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 188480 members 
Entering Unmasked Estep 
Score: -25209626.000000 Penalty: 6030.092285
	Iteration 57Q: 3 clusters Score -2.520963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 188509 members 
Entering Unmasked Estep 
Score: -25209594.000000 Penalty: 6030.092285
	Iteration 58Q: 3 clusters Score -2.520959e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 188531 members 
Entering Unmasked Estep 
Score: -25209594.000000 Penalty: 6030.092285
	Iteration 59Q: 3 clusters Score -2.520959e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 188558 members 
Entering Unmasked Estep 
Score: -25209618.000000 Penalty: 6030.092285
	Iteration 60F: 3 clusters Score -2.520962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 188581 members 
Entering Unmasked Estep 
Score: -25209614.000000 Penalty: 6030.092285
	Iteration 61Q: 3 clusters Score -2.520961e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 188611 members 
Entering Unmasked Estep 
Score: -25209606.000000 Penalty: 6030.092285
	Iteration 62Q: 3 clusters Score -2.520961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 188635 members 
Entering Unmasked Estep 
Score: -25209634.000000 Penalty: 6030.092285
	Iteration 63Q: 3 clusters Score -2.520963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 188652 members 
Entering Unmasked Estep 
Score: -25209610.000000 Penalty: 6030.092285
	Iteration 64Q: 3 clusters Score -2.520961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 188668 members 
Entering Unmasked Estep 
Score: -25209604.000000 Penalty: 6030.092285
	Iteration 65Q: 3 clusters Score -2.52096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 188681 members 
Entering Unmasked Estep 
Score: -25209600.000000 Penalty: 6030.092285
	Iteration 66Q: 3 clusters Score -2.52096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 188692 members 
Entering Unmasked Estep 
Score: -25209584.000000 Penalty: 6030.092285
	Iteration 67Q: 3 clusters Score -2.520958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 188698 members 
Entering Unmasked Estep 
Score: -25209608.000000 Penalty: 6030.092285
	Iteration 68Q: 3 clusters Score -2.520961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 188710 members 
Entering Unmasked Estep 
Score: -25209588.000000 Penalty: 6030.092285
	Iteration 69Q: 3 clusters Score -2.520959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 188715 members 
Entering Unmasked Estep 
Score: -25209592.000000 Penalty: 6030.092285
	Iteration 70Q: 3 clusters Score -2.520959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 188725 members 
Entering Unmasked Estep 
Score: -25209560.000000 Penalty: 6030.092285
	Iteration 71Q: 3 clusters Score -2.520956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 188743 members 
Entering Unmasked Estep 
Score: -25209578.000000 Penalty: 6030.092285
	Iteration 72Q: 3 clusters Score -2.520958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 188759 members 
Entering Unmasked Estep 
Score: -25209602.000000 Penalty: 6030.092285
	Iteration 73Q: 3 clusters Score -2.52096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 188772 members 
Entering Unmasked Estep 
Score: -25209574.000000 Penalty: 6030.092285
	Iteration 74Q: 3 clusters Score -2.520957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 188777 members 
Entering Unmasked Estep 
Score: -25209572.000000 Penalty: 6030.092285
	Iteration 75Q: 3 clusters Score -2.520957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 188786 members 
Entering Unmasked Estep 
Score: -25209586.000000 Penalty: 6030.092285
	Iteration 76Q: 3 clusters Score -2.520959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 188798 members 
Entering Unmasked Estep 
Score: -25209588.000000 Penalty: 6030.092285
	Iteration 77Q: 3 clusters Score -2.520959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 188809 members 
Entering Unmasked Estep 
Score: -25209606.000000 Penalty: 6030.092285
	Iteration 78Q: 3 clusters Score -2.520961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 188816 members 
Entering Unmasked Estep 
Score: -25209636.000000 Penalty: 6030.092285
	Iteration 79Q: 3 clusters Score -2.520964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 188823 members 
Entering Unmasked Estep 
Score: -25209612.000000 Penalty: 6030.092285
	Iteration 80F: 3 clusters Score -2.520961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 188828 members 
Entering Unmasked Estep 
Score: -25209608.000000 Penalty: 6030.092285
	Iteration 81Q: 3 clusters Score -2.520961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 188832 members 
Entering Unmasked Estep 
Score: -25209636.000000 Penalty: 6030.092285
	Iteration 82Q: 3 clusters Score -2.520964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 188842 members 
Entering Unmasked Estep 
Score: -25209622.000000 Penalty: 6030.092285
	Iteration 83Q: 3 clusters Score -2.520962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 188845 members 
Entering Unmasked Estep 
Score: -25209622.000000 Penalty: 6030.092285
	Iteration 84Q: 3 clusters Score -2.520962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 188846 members 
Entering Unmasked Estep 
Score: -25209636.000000 Penalty: 6030.092285
	Iteration 85Q: 3 clusters Score -2.520964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 188850 members 
Entering Unmasked Estep 
Score: -25209642.000000 Penalty: 6030.092285
	Iteration 86Q: 3 clusters Score -2.520964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 188858 members 
Entering Unmasked Estep 
Score: -25209624.000000 Penalty: 6030.092285
	Iteration 87Q: 3 clusters Score -2.520962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 188864 members 
Entering Unmasked Estep 
Score: -25209636.000000 Penalty: 6030.092285
	Iteration 88Q: 3 clusters Score -2.520964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 188871 members 
Entering Unmasked Estep 
Score: -25209642.000000 Penalty: 6030.092285
	Iteration 89Q: 3 clusters Score -2.520964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 188876 members 
Entering Unmasked Estep 
Score: -25209620.000000 Penalty: 6030.092285
	Iteration 90Q: 3 clusters Score -2.520962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 188879 members 
Entering Unmasked Estep 
Score: -25209624.000000 Penalty: 6030.092285
	Iteration 91Q: 3 clusters Score -2.520962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 188885 members 
Entering Unmasked Estep 
Score: -25209618.000000 Penalty: 6030.092285
	Iteration 92Q: 3 clusters Score -2.520962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 188888 members 
Entering Unmasked Estep 
Score: -25209614.000000 Penalty: 6030.092285
	Iteration 93Q: 3 clusters Score -2.520961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 188889 members 
Entering Unmasked Estep 
Score: -25209592.000000 Penalty: 6030.092285
	Iteration 94Q: 3 clusters Score -2.520959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 188892 members 
Entering Unmasked Estep 
Score: -25209592.000000 Penalty: 6030.092285
	Iteration 95Q: 3 clusters Score -2.520959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 188896 members 
Entering Unmasked Estep 
Score: -25209606.000000 Penalty: 6030.092285
	Iteration 96Q: 3 clusters Score -2.520961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 188898 members 
Entering Unmasked Estep 
Score: -25209596.000000 Penalty: 6030.092285
	Iteration 97Q: 3 clusters Score -2.52096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 188899 members 
Entering Unmasked Estep 
Score: -25209608.000000 Penalty: 6030.092285
	Iteration 98Q: 3 clusters Score -2.520961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 188899 members 
Entering Unmasked Estep 
Score: -25209608.000000 Penalty: 6030.092285
	Iteration 99F: 3 clusters Score -2.520961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Entering Unmasked Estep 
Score: -1272774.625000 Penalty: 2281.094971
	Iteration 0F: 2 clusters Score -1272775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1265106.500000 Penalty: 4562.189941
	Iteration 0F: 3 clusters Score -1265106 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1267272.625000 Penalty: 4562.189941
	Iteration 1F: 3 clusters Score -1267273 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1267581.500000 Penalty: 4562.189941
	Iteration 2F: 3 clusters Score -1267582 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1267809.375000 Penalty: 4562.189941
	Iteration 3F: 3 clusters Score -1267809 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1267977.625000 Penalty: 4562.189941
	Iteration 4Q: 3 clusters Score -1267978 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1268130.375000 Penalty: 4562.189941
	Iteration 5Q: 3 clusters Score -1268130 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1268247.625000 Penalty: 4562.189941
	Iteration 6Q: 3 clusters Score -1268248 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1268353.625000 Penalty: 4562.189941
	Iteration 7Q: 3 clusters Score -1268354 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1268479.250000 Penalty: 4562.189941
	Iteration 8Q: 3 clusters Score -1268479 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1268638.500000 Penalty: 4562.189941
	Iteration 9Q: 3 clusters Score -1268638 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1268851.375000 Penalty: 4562.189941
	Iteration 10Q: 3 clusters Score -1268851 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1269094.500000 Penalty: 4562.189941
	Iteration 11Q: 3 clusters Score -1269094 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1269296.125000 Penalty: 4562.189941
	Iteration 12Q: 3 clusters Score -1269296 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1269499.875000 Penalty: 4562.189941
	Iteration 13Q: 3 clusters Score -1269500 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1269696.500000 Penalty: 4562.189941
	Iteration 14Q: 3 clusters Score -1269696 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1269902.250000 Penalty: 4562.189941
	Iteration 15Q: 3 clusters Score -1269902 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1270094.000000 Penalty: 4562.189941
	Iteration 16Q: 3 clusters Score -1270094 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1270244.750000 Penalty: 4562.189941
	Iteration 17Q: 3 clusters Score -1270245 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1270364.000000 Penalty: 4562.189941
	Iteration 18Q: 3 clusters Score -1270364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1270472.625000 Penalty: 4562.189941
	Iteration 19Q: 3 clusters Score -1270473 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1270558.750000 Penalty: 4562.189941
	Iteration 20F: 3 clusters Score -1270559 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1270633.500000 Penalty: 4562.189941
	Iteration 21Q: 3 clusters Score -1270634 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1270710.000000 Penalty: 4562.189941
	Iteration 22Q: 3 clusters Score -1270710 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1270772.750000 Penalty: 4562.189941
	Iteration 23Q: 3 clusters Score -1270773 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1270837.125000 Penalty: 4562.189941
	Iteration 24Q: 3 clusters Score -1270837 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1270887.750000 Penalty: 4562.189941
	Iteration 25Q: 3 clusters Score -1270888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1270939.000000 Penalty: 4562.189941
	Iteration 26Q: 3 clusters Score -1270939 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1270982.000000 Penalty: 4562.189941
	Iteration 27Q: 3 clusters Score -1270982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1271009.000000 Penalty: 4562.189941
	Iteration 28Q: 3 clusters Score -1271009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1271040.750000 Penalty: 4562.189941
	Iteration 29Q: 3 clusters Score -1271041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1271065.375000 Penalty: 4562.189941
	Iteration 30Q: 3 clusters Score -1271065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1271086.125000 Penalty: 4562.189941
	Iteration 31Q: 3 clusters Score -1271086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1271100.875000 Penalty: 4562.189941
	Iteration 32Q: 3 clusters Score -1271101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1271114.125000 Penalty: 4562.189941
	Iteration 33Q: 3 clusters Score -1271114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1271125.875000 Penalty: 4562.189941
	Iteration 34Q: 3 clusters Score -1271126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1271133.250000 Penalty: 4562.189941
	Iteration 35Q: 3 clusters Score -1271133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1271145.375000 Penalty: 4562.189941
	Iteration 36Q: 3 clusters Score -1271145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1271150.250000 Penalty: 4562.189941
	Iteration 37Q: 3 clusters Score -1271150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1271155.625000 Penalty: 4562.189941
	Iteration 38Q: 3 clusters Score -1271156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1271159.500000 Penalty: 4562.189941
	Iteration 39Q: 3 clusters Score -1271160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1271158.875000 Penalty: 4562.189941
	Iteration 40F: 3 clusters Score -1271159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1271162.125000 Penalty: 4562.189941
	Iteration 41Q: 3 clusters Score -1271162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1271163.250000 Penalty: 4562.189941
	Iteration 42Q: 3 clusters Score -1271163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1271163.875000 Penalty: 4562.189941
	Iteration 43Q: 3 clusters Score -1271164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1271166.750000 Penalty: 4562.189941
	Iteration 44Q: 3 clusters Score -1271167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1271165.000000 Penalty: 4562.189941
	Iteration 45Q: 3 clusters Score -1271165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1271164.750000 Penalty: 4562.189941
	Iteration 46Q: 3 clusters Score -1271165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1271166.125000 Penalty: 4562.189941
	Iteration 47Q: 3 clusters Score -1271166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1271166.375000 Penalty: 4562.189941
	Iteration 48Q: 3 clusters Score -1271166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1271167.625000 Penalty: 4562.189941
	Iteration 49Q: 3 clusters Score -1271168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1271169.750000 Penalty: 4562.189941
	Iteration 50Q: 3 clusters Score -1271170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1271177.750000 Penalty: 4562.189941
	Iteration 51Q: 3 clusters Score -1271178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1271178.500000 Penalty: 4562.189941
	Iteration 52Q: 3 clusters Score -1271178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1271184.250000 Penalty: 4562.189941
	Iteration 53Q: 3 clusters Score -1271184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1271188.875000 Penalty: 4562.189941
	Iteration 54Q: 3 clusters Score -1271189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1271192.000000 Penalty: 4562.189941
	Iteration 55Q: 3 clusters Score -1271192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1271193.875000 Penalty: 4562.189941
	Iteration 56Q: 3 clusters Score -1271194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1271194.875000 Penalty: 4562.189941
	Iteration 57Q: 3 clusters Score -1271195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1271196.000000 Penalty: 4562.189941
	Iteration 58Q: 3 clusters Score -1271196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1271199.125000 Penalty: 4562.189941
	Iteration 59Q: 3 clusters Score -1271199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1271201.500000 Penalty: 4562.189941
	Iteration 60F: 3 clusters Score -1271202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1271202.875000 Penalty: 4562.189941
	Iteration 61Q: 3 clusters Score -1271203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1271202.750000 Penalty: 4562.189941
	Iteration 62Q: 3 clusters Score -1271203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1271207.375000 Penalty: 4562.189941
	Iteration 63Q: 3 clusters Score -1271207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1271206.125000 Penalty: 4562.189941
	Iteration 64Q: 3 clusters Score -1271206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1271205.750000 Penalty: 4562.189941
	Iteration 65Q: 3 clusters Score -1271206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1271208.000000 Penalty: 4562.189941
	Iteration 66Q: 3 clusters Score -1271208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1271207.750000 Penalty: 4562.189941
	Iteration 67Q: 3 clusters Score -1271208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1271209.250000 Penalty: 4562.189941
	Iteration 68Q: 3 clusters Score -1271209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1271213.500000 Penalty: 4562.189941
	Iteration 69Q: 3 clusters Score -1271214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1271211.875000 Penalty: 4562.189941
	Iteration 70Q: 3 clusters Score -1271212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1271213.000000 Penalty: 4562.189941
	Iteration 71Q: 3 clusters Score -1271213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1271213.000000 Penalty: 4562.189941
	Iteration 72F: 3 clusters Score -1271213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -60133.117188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -60133.12 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 273 members 
Entering Unmasked Estep 
Score: -58642.351562 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -58642.35 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58910.441406 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -58910.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59107.484375 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -59107.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59252.464844 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -59252.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59335.730469 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -59335.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59387.878906 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -59387.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59425.519531 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -59425.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59474.546875 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -59474.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59512.417969 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -59512.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59531.957031 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -59531.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59564.582031 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -59564.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59591.230469 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -59591.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59602.058594 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -59602.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59606.480469 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -59606.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59622.375000 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -59622.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59652.855469 Penalty: 3102.852051
	Iteration 15Q: 3 clusters Score -59652.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59764.324219 Penalty: 3102.852051
	Iteration 16Q: 3 clusters Score -59764.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59916.761719 Penalty: 3102.852051
	Iteration 17Q: 3 clusters Score -59916.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59987.394531 Penalty: 3102.852051
	Iteration 18Q: 3 clusters Score -59987.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60013.410156 Penalty: 3102.852051
	Iteration 19Q: 3 clusters Score -60013.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60025.019531 Penalty: 3102.852051
	Iteration 20F: 3 clusters Score -60025.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60042.898438 Penalty: 3102.852051
	Iteration 21Q: 3 clusters Score -60042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60079.890625 Penalty: 3102.852051
	Iteration 22Q: 3 clusters Score -60079.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60105.003906 Penalty: 3102.852051
	Iteration 23Q: 3 clusters Score -60105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60127.324219 Penalty: 3102.852051
	Iteration 24Q: 3 clusters Score -60127.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60127.324219 Penalty: 3102.852051
	Iteration 25F: 3 clusters Score -60127.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Entering Unmasked Estep 
Score: -2419369.250000 Penalty: 2428.941406
	Iteration 0F: 2 clusters Score -2419369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2406559.500000 Penalty: 4857.882812
	Iteration 0F: 3 clusters Score -2406560 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2410752.750000 Penalty: 4857.882812
	Iteration 1F: 3 clusters Score -2410753 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2411167.000000 Penalty: 4857.882812
	Iteration 2F: 3 clusters Score -2411167 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2411664.000000 Penalty: 4857.882812
	Iteration 3F: 3 clusters Score -2411664 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2412338.500000 Penalty: 4857.882812
	Iteration 4F: 3 clusters Score -2412338 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2413239.250000 Penalty: 4857.882812
	Iteration 5F: 3 clusters Score -2413239 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2414403.250000 Penalty: 4857.882812
	Iteration 6F: 3 clusters Score -2414403 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2415768.250000 Penalty: 4857.882812
	Iteration 7F: 3 clusters Score -2415768 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2416858.000000 Penalty: 4857.882812
	Iteration 8F: 3 clusters Score -2416858 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2417551.000000 Penalty: 4857.882812
	Iteration 9Q: 3 clusters Score -2417551 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2417940.750000 Penalty: 4857.882812
	Iteration 10Q: 3 clusters Score -2417941 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2418176.000000 Penalty: 4857.882812
	Iteration 11Q: 3 clusters Score -2418176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2418327.500000 Penalty: 4857.882812
	Iteration 12Q: 3 clusters Score -2418328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2418416.000000 Penalty: 4857.882812
	Iteration 13Q: 3 clusters Score -2418416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2418457.000000 Penalty: 4857.882812
	Iteration 14Q: 3 clusters Score -2418457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2418473.750000 Penalty: 4857.882812
	Iteration 15Q: 3 clusters Score -2418474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2418496.250000 Penalty: 4857.882812
	Iteration 16Q: 3 clusters Score -2418496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2418512.500000 Penalty: 4857.882812
	Iteration 17Q: 3 clusters Score -2418512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2418525.750000 Penalty: 4857.882812
	Iteration 18Q: 3 clusters Score -2418526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2418535.500000 Penalty: 4857.882812
	Iteration 19Q: 3 clusters Score -2418536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2418547.000000 Penalty: 4857.882812
	Iteration 20F: 3 clusters Score -2418547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2418545.500000 Penalty: 4857.882812
	Iteration 21Q: 3 clusters Score -2418546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2418547.500000 Penalty: 4857.882812
	Iteration 22Q: 3 clusters Score -2418548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2418547.500000 Penalty: 4857.882812
	Iteration 23F: 3 clusters Score -2418548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Entering Unmasked Estep 
Score: -3580088.750000 Penalty: 2526.126465
	Iteration 0F: 2 clusters Score -3580089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3561717.000000 Penalty: 5052.252930
	Iteration 0F: 3 clusters Score -3561717 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3568012.250000 Penalty: 5052.252930
	Iteration 1F: 3 clusters Score -3568012 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3568379.500000 Penalty: 5052.252930
	Iteration 2Q: 3 clusters Score -3568380 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3568728.750000 Penalty: 5052.252930
	Iteration 3Q: 3 clusters Score -3568729 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3569055.500000 Penalty: 5052.252930
	Iteration 4Q: 3 clusters Score -3569056 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3569412.500000 Penalty: 5052.252930
	Iteration 5Q: 3 clusters Score -3569412 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3569888.500000 Penalty: 5052.252930
	Iteration 6Q: 3 clusters Score -3569888 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3570612.000000 Penalty: 5052.252930
	Iteration 7F: 3 clusters Score -3570612 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3571726.250000 Penalty: 5052.252930
	Iteration 8F: 3 clusters Score -3571726 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3573240.500000 Penalty: 5052.252930
	Iteration 9F: 3 clusters Score -3573240 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3574950.250000 Penalty: 5052.252930
	Iteration 10F: 3 clusters Score -3574950 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3576311.250000 Penalty: 5052.252930
	Iteration 11F: 3 clusters Score -3576311 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3577065.000000 Penalty: 5052.252930
	Iteration 12Q: 3 clusters Score -3577065 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3577440.750000 Penalty: 5052.252930
	Iteration 13Q: 3 clusters Score -3577441 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3577636.750000 Penalty: 5052.252930
	Iteration 14Q: 3 clusters Score -3577637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3577695.250000 Penalty: 5052.252930
	Iteration 15Q: 3 clusters Score -3577695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3577736.000000 Penalty: 5052.252930
	Iteration 16Q: 3 clusters Score -3577736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3577764.750000 Penalty: 5052.252930
	Iteration 17Q: 3 clusters Score -3577765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3577796.750000 Penalty: 5052.252930
	Iteration 18Q: 3 clusters Score -3577797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3577815.750000 Penalty: 5052.252930
	Iteration 19Q: 3 clusters Score -3577816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3577813.750000 Penalty: 5052.252930
	Iteration 20F: 3 clusters Score -3577814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3577820.250000 Penalty: 5052.252930
	Iteration 21Q: 3 clusters Score -3577820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3577826.000000 Penalty: 5052.252930
	Iteration 22Q: 3 clusters Score -3577826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3577829.000000 Penalty: 5052.252930
	Iteration 23Q: 3 clusters Score -3577829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3577829.000000 Penalty: 5052.252930
	Iteration 24F: 3 clusters Score -3577829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Entering Unmasked Estep 
Score: -9492864.000000 Penalty: 2777.547607
	Iteration 0F: 2 clusters Score -9492864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -9443949.000000 Penalty: 5555.095215
	Iteration 0F: 3 clusters Score -9443949 nChanged 34152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -9463423.000000 Penalty: 5555.095215
	Iteration 1F: 3 clusters Score -9463423 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -9464293.000000 Penalty: 5555.095215
	Iteration 2Q: 3 clusters Score -9464293 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -9465411.000000 Penalty: 5555.095215
	Iteration 3Q: 3 clusters Score -9465411 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -9467169.000000 Penalty: 5555.095215
	Iteration 4Q: 3 clusters Score -9467169 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -9469449.000000 Penalty: 5555.095215
	Iteration 5F: 3 clusters Score -9469449 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -9472778.000000 Penalty: 5555.095215
	Iteration 6F: 3 clusters Score -9472778 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -9477076.000000 Penalty: 5555.095215
	Iteration 7F: 3 clusters Score -9477076 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -9481437.000000 Penalty: 5555.095215
	Iteration 8F: 3 clusters Score -9481437 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -9485045.000000 Penalty: 5555.095215
	Iteration 9F: 3 clusters Score -9485045 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -9487366.000000 Penalty: 5555.095215
	Iteration 10Q: 3 clusters Score -9487366 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -9488671.000000 Penalty: 5555.095215
	Iteration 11Q: 3 clusters Score -9488671 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -9489506.000000 Penalty: 5555.095215
	Iteration 12Q: 3 clusters Score -9489506 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -9489976.000000 Penalty: 5555.095215
	Iteration 13Q: 3 clusters Score -9489976 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -9490254.000000 Penalty: 5555.095215
	Iteration 14Q: 3 clusters Score -9490254 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -9490385.000000 Penalty: 5555.095215
	Iteration 15Q: 3 clusters Score -9490385 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -9490444.000000 Penalty: 5555.095215
	Iteration 16Q: 3 clusters Score -9490444 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -9490494.000000 Penalty: 5555.095215
	Iteration 17Q: 3 clusters Score -9490494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -9490545.000000 Penalty: 5555.095215
	Iteration 18Q: 3 clusters Score -9490545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -9490561.000000 Penalty: 5555.095215
	Iteration 19Q: 3 clusters Score -9490561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
Score: -9490572.000000 Penalty: 5555.095215
	Iteration 20F: 3 clusters Score -9490572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -9490594.000000 Penalty: 5555.095215
	Iteration 21Q: 3 clusters Score -9490594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -9490599.000000 Penalty: 5555.095215
	Iteration 22Q: 3 clusters Score -9490599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -9490594.000000 Penalty: 5555.095215
	Iteration 23Q: 3 clusters Score -9490594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -9490603.000000 Penalty: 5555.095215
	Iteration 24Q: 3 clusters Score -9490603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -9490606.000000 Penalty: 5555.095215
	Iteration 25Q: 3 clusters Score -9490606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -9490609.000000 Penalty: 5555.095215
	Iteration 26Q: 3 clusters Score -9490609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -9490626.000000 Penalty: 5555.095215
	Iteration 27Q: 3 clusters Score -9490626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -9490627.000000 Penalty: 5555.095215
	Iteration 28Q: 3 clusters Score -9490627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -9490617.000000 Penalty: 5555.095215
	Iteration 29Q: 3 clusters Score -9490617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -9490613.000000 Penalty: 5555.095215
	Iteration 30Q: 3 clusters Score -9490613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -9490608.000000 Penalty: 5555.095215
	Iteration 31Q: 3 clusters Score -9490608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -9490614.000000 Penalty: 5555.095215
	Iteration 32Q: 3 clusters Score -9490614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -9490618.000000 Penalty: 5555.095215
	Iteration 33Q: 3 clusters Score -9490618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -9490620.000000 Penalty: 5555.095215
	Iteration 34Q: 3 clusters Score -9490620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -9490621.000000 Penalty: 5555.095215
	Iteration 35Q: 3 clusters Score -9490621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -9490621.000000 Penalty: 5555.095215
	Iteration 36F: 3 clusters Score -9490621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Entering Unmasked Estep 
Score: -1333954.125000 Penalty: 2280.667969
	Iteration 0F: 2 clusters Score -1333954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1326368.125000 Penalty: 4561.335938
	Iteration 0F: 3 clusters Score -1326368 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1328620.875000 Penalty: 4561.335938
	Iteration 1F: 3 clusters Score -1328621 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1328954.625000 Penalty: 4561.335938
	Iteration 2F: 3 clusters Score -1328955 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1329151.500000 Penalty: 4561.335938
	Iteration 3Q: 3 clusters Score -1329152 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1329266.250000 Penalty: 4561.335938
	Iteration 4Q: 3 clusters Score -1329266 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1329346.875000 Penalty: 4561.335938
	Iteration 5Q: 3 clusters Score -1329347 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1329403.000000 Penalty: 4561.335938
	Iteration 6Q: 3 clusters Score -1329403 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1329452.375000 Penalty: 4561.335938
	Iteration 7Q: 3 clusters Score -1329452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1329505.875000 Penalty: 4561.335938
	Iteration 8Q: 3 clusters Score -1329506 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1329549.750000 Penalty: 4561.335938
	Iteration 9Q: 3 clusters Score -1329550 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1329594.125000 Penalty: 4561.335938
	Iteration 10Q: 3 clusters Score -1329594 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1329646.500000 Penalty: 4561.335938
	Iteration 11Q: 3 clusters Score -1329646 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1329688.375000 Penalty: 4561.335938
	Iteration 12Q: 3 clusters Score -1329688 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1329741.625000 Penalty: 4561.335938
	Iteration 13Q: 3 clusters Score -1329742 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1329798.875000 Penalty: 4561.335938
	Iteration 14Q: 3 clusters Score -1329799 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1329867.250000 Penalty: 4561.335938
	Iteration 15Q: 3 clusters Score -1329867 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1329945.000000 Penalty: 4561.335938
	Iteration 16Q: 3 clusters Score -1329945 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1330044.500000 Penalty: 4561.335938
	Iteration 17Q: 3 clusters Score -1330044 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1330188.250000 Penalty: 4561.335938
	Iteration 18Q: 3 clusters Score -1330188 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1330375.375000 Penalty: 4561.335938
	Iteration 19Q: 3 clusters Score -1330375 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1330660.250000 Penalty: 4561.335938
	Iteration 20F: 3 clusters Score -1330660 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1331063.750000 Penalty: 4561.335938
	Iteration 21Q: 3 clusters Score -1331064 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1331525.000000 Penalty: 4561.335938
	Iteration 22F: 3 clusters Score -1331525 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1331926.500000 Penalty: 4561.335938
	Iteration 23Q: 3 clusters Score -1331926 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1332194.375000 Penalty: 4561.335938
	Iteration 24Q: 3 clusters Score -1332194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1332362.750000 Penalty: 4561.335938
	Iteration 25Q: 3 clusters Score -1332363 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1332461.250000 Penalty: 4561.335938
	Iteration 26Q: 3 clusters Score -1332461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1332537.750000 Penalty: 4561.335938
	Iteration 27Q: 3 clusters Score -1332538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1332589.250000 Penalty: 4561.335938
	Iteration 28Q: 3 clusters Score -1332589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1332622.750000 Penalty: 4561.335938
	Iteration 29Q: 3 clusters Score -1332623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1332639.125000 Penalty: 4561.335938
	Iteration 30Q: 3 clusters Score -1332639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1332651.500000 Penalty: 4561.335938
	Iteration 31Q: 3 clusters Score -1332652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1332660.125000 Penalty: 4561.335938
	Iteration 32Q: 3 clusters Score -1332660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1332672.375000 Penalty: 4561.335938
	Iteration 33Q: 3 clusters Score -1332672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1332678.375000 Penalty: 4561.335938
	Iteration 34Q: 3 clusters Score -1332678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1332682.750000 Penalty: 4561.335938
	Iteration 35Q: 3 clusters Score -1332683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1332687.500000 Penalty: 4561.335938
	Iteration 36Q: 3 clusters Score -1332688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1332686.500000 Penalty: 4561.335938
	Iteration 37Q: 3 clusters Score -1332686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1332687.750000 Penalty: 4561.335938
	Iteration 38Q: 3 clusters Score -1332688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1332690.000000 Penalty: 4561.335938
	Iteration 39Q: 3 clusters Score -1332690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1332689.000000 Penalty: 4561.335938
	Iteration 40F: 3 clusters Score -1332689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Entering Unmasked Estep 
Score: -5667658.000000 Penalty: 2649.064453
	Iteration 0F: 2 clusters Score -5667658 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 21631 members 
Entering Unmasked Estep 
Score: -5638253.500000 Penalty: 5298.128906
	Iteration 0F: 3 clusters Score -5638254 nChanged 20071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -5649279.500000 Penalty: 5298.128906
	Iteration 1F: 3 clusters Score -5649280 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5649881.000000 Penalty: 5298.128906
	Iteration 2Q: 3 clusters Score -5649881 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5650511.000000 Penalty: 5298.128906
	Iteration 3Q: 3 clusters Score -5650511 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5651245.500000 Penalty: 5298.128906
	Iteration 4Q: 3 clusters Score -5651246 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5652280.000000 Penalty: 5298.128906
	Iteration 5Q: 3 clusters Score -5652280 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5653877.000000 Penalty: 5298.128906
	Iteration 6F: 3 clusters Score -5653877 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -5655889.000000 Penalty: 5298.128906
	Iteration 7F: 3 clusters Score -5655889 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -5658132.500000 Penalty: 5298.128906
	Iteration 8F: 3 clusters Score -5658132 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -5660096.000000 Penalty: 5298.128906
	Iteration 9F: 3 clusters Score -5660096 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -5661778.000000 Penalty: 5298.128906
	Iteration 10Q: 3 clusters Score -5661778 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5663179.000000 Penalty: 5298.128906
	Iteration 11Q: 3 clusters Score -5663179 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5664262.500000 Penalty: 5298.128906
	Iteration 12Q: 3 clusters Score -5664262 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5664835.000000 Penalty: 5298.128906
	Iteration 13Q: 3 clusters Score -5664835 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5665108.500000 Penalty: 5298.128906
	Iteration 14Q: 3 clusters Score -5665108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5665272.500000 Penalty: 5298.128906
	Iteration 15Q: 3 clusters Score -5665272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5665351.500000 Penalty: 5298.128906
	Iteration 16Q: 3 clusters Score -5665352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5665409.000000 Penalty: 5298.128906
	Iteration 17Q: 3 clusters Score -5665409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5665459.000000 Penalty: 5298.128906
	Iteration 18Q: 3 clusters Score -5665459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5665487.500000 Penalty: 5298.128906
	Iteration 19Q: 3 clusters Score -5665488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5665502.500000 Penalty: 5298.128906
	Iteration 20F: 3 clusters Score -5665502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5665505.000000 Penalty: 5298.128906
	Iteration 21Q: 3 clusters Score -5665505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5665521.000000 Penalty: 5298.128906
	Iteration 22Q: 3 clusters Score -5665521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5665537.500000 Penalty: 5298.128906
	Iteration 23Q: 3 clusters Score -5665538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5665537.500000 Penalty: 5298.128906
	Iteration 24Q: 3 clusters Score -5665538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5665539.000000 Penalty: 5298.128906
	Iteration 25Q: 3 clusters Score -5665539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5665542.500000 Penalty: 5298.128906
	Iteration 26Q: 3 clusters Score -5665542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5665538.000000 Penalty: 5298.128906
	Iteration 27Q: 3 clusters Score -5665538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5665542.000000 Penalty: 5298.128906
	Iteration 28Q: 3 clusters Score -5665542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5665540.500000 Penalty: 5298.128906
	Iteration 29Q: 3 clusters Score -5665540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5665545.500000 Penalty: 5298.128906
	Iteration 30Q: 3 clusters Score -5665546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5665551.500000 Penalty: 5298.128906
	Iteration 31Q: 3 clusters Score -5665552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5665561.500000 Penalty: 5298.128906
	Iteration 32Q: 3 clusters Score -5665562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5665556.000000 Penalty: 5298.128906
	Iteration 33Q: 3 clusters Score -5665556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5665560.000000 Penalty: 5298.128906
	Iteration 34Q: 3 clusters Score -5665560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5665564.500000 Penalty: 5298.128906
	Iteration 35Q: 3 clusters Score -5665564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5665564.500000 Penalty: 5298.128906
	Iteration 36F: 3 clusters Score -5665564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -25944.609375 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -25944.61 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 138 members 
Entering Unmasked Estep 
Score: -24783.226562 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -24783.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25090.058594 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -25090.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25283.769531 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -25283.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25395.048828 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -25395.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25539.087891 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -25539.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25619.373047 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -25619.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25671.546875 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -25671.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25684.066406 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -25684.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25684.066406 Penalty: 2776.817383
	Iteration 8F: 3 clusters Score -25684.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208443 members 
Entering Unmasked Estep 
Score: -27669198.000000 Penalty: 3037.360352
	Iteration 0F: 2 clusters Score -2.76692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -27535900.000000 Penalty: 6074.720703
	Iteration 0F: 3 clusters Score -2.75359e+07 nChanged 100285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103625 members 
Mstep: Class 2 contains 104818 members 
Entering Unmasked Estep 
Score: -27594194.000000 Penalty: 6074.720703
	Iteration 1F: 3 clusters Score -2.759419e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -27595002.000000 Penalty: 6074.720703
	Iteration 2Q: 3 clusters Score -2.7595e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -27595656.000000 Penalty: 6074.720703
	Iteration 3Q: 3 clusters Score -2.759566e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 106383 members 
Entering Unmasked Estep 
Score: -27596316.000000 Penalty: 6074.720703
	Iteration 4Q: 3 clusters Score -2.759632e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100949 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -27597424.000000 Penalty: 6074.720703
	Iteration 5Q: 3 clusters Score -2.759742e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 109232 members 
Entering Unmasked Estep 
Score: -27598754.000000 Penalty: 6074.720703
	Iteration 6Q: 3 clusters Score -2.759875e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 111744 members 
Entering Unmasked Estep 
Score: -27600876.000000 Penalty: 6074.720703
	Iteration 7Q: 3 clusters Score -2.760088e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -27603864.000000 Penalty: 6074.720703
	Iteration 8Q: 3 clusters Score -2.760386e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -27609226.000000 Penalty: 6074.720703
	Iteration 9Q: 3 clusters Score -2.760923e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 125243 members 
Entering Unmasked Estep 
Score: -27617180.000000 Penalty: 6074.720703
	Iteration 10F: 3 clusters Score -2.761718e+07 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 130660 members 
Entering Unmasked Estep 
Score: -27627426.000000 Penalty: 6074.720703
	Iteration 11F: 3 clusters Score -2.762743e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 134920 members 
Entering Unmasked Estep 
Score: -27636610.000000 Penalty: 6074.720703
	Iteration 12F: 3 clusters Score -2.763661e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 137979 members 
Entering Unmasked Estep 
Score: -27641974.000000 Penalty: 6074.720703
	Iteration 13F: 3 clusters Score -2.764197e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 140624 members 
Entering Unmasked Estep 
Score: -27644398.000000 Penalty: 6074.720703
	Iteration 14Q: 3 clusters Score -2.76444e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -27645428.000000 Penalty: 6074.720703
	Iteration 15Q: 3 clusters Score -2.764543e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 145967 members 
Entering Unmasked Estep 
Score: -27646382.000000 Penalty: 6074.720703
	Iteration 16Q: 3 clusters Score -2.764638e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -27647168.000000 Penalty: 6074.720703
	Iteration 17Q: 3 clusters Score -2.764717e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 151754 members 
Entering Unmasked Estep 
Score: -27648050.000000 Penalty: 6074.720703
	Iteration 18Q: 3 clusters Score -2.764805e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 154710 members 
Entering Unmasked Estep 
Score: -27648640.000000 Penalty: 6074.720703
	Iteration 19Q: 3 clusters Score -2.764864e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 157745 members 
Entering Unmasked Estep 
Score: -27649450.000000 Penalty: 6074.720703
	Iteration 20F: 3 clusters Score -2.764945e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 160931 members 
Entering Unmasked Estep 
Score: -27650428.000000 Penalty: 6074.720703
	Iteration 21Q: 3 clusters Score -2.765043e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -27651412.000000 Penalty: 6074.720703
	Iteration 22Q: 3 clusters Score -2.765141e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 167655 members 
Entering Unmasked Estep 
Score: -27652424.000000 Penalty: 6074.720703
	Iteration 23Q: 3 clusters Score -2.765242e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 171176 members 
Entering Unmasked Estep 
Score: -27653536.000000 Penalty: 6074.720703
	Iteration 24Q: 3 clusters Score -2.765354e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 174757 members 
Entering Unmasked Estep 
Score: -27654772.000000 Penalty: 6074.720703
	Iteration 25Q: 3 clusters Score -2.765477e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 178354 members 
Entering Unmasked Estep 
Score: -27655988.000000 Penalty: 6074.720703
	Iteration 26Q: 3 clusters Score -2.765599e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 181893 members 
Entering Unmasked Estep 
Score: -27657268.000000 Penalty: 6074.720703
	Iteration 27Q: 3 clusters Score -2.765727e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 185322 members 
Entering Unmasked Estep 
Score: -27658536.000000 Penalty: 6074.720703
	Iteration 28Q: 3 clusters Score -2.765854e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 188553 members 
Entering Unmasked Estep 
Score: -27659738.000000 Penalty: 6074.720703
	Iteration 29Q: 3 clusters Score -2.765974e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 191530 members 
Entering Unmasked Estep 
Score: -27660602.000000 Penalty: 6074.720703
	Iteration 30Q: 3 clusters Score -2.76606e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 194260 members 
Entering Unmasked Estep 
Score: -27661498.000000 Penalty: 6074.720703
	Iteration 31Q: 3 clusters Score -2.76615e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 196702 members 
Entering Unmasked Estep 
Score: -27662202.000000 Penalty: 6074.720703
	Iteration 32Q: 3 clusters Score -2.76622e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 198743 members 
Entering Unmasked Estep 
Score: -27663056.000000 Penalty: 6074.720703
	Iteration 33Q: 3 clusters Score -2.766306e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 200488 members 
Entering Unmasked Estep 
Score: -27663740.000000 Penalty: 6074.720703
	Iteration 34Q: 3 clusters Score -2.766374e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 201974 members 
Entering Unmasked Estep 
Score: -27664278.000000 Penalty: 6074.720703
	Iteration 35Q: 3 clusters Score -2.766428e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 203124 members 
Entering Unmasked Estep 
Score: -27664636.000000 Penalty: 6074.720703
	Iteration 36Q: 3 clusters Score -2.766464e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 204027 members 
Entering Unmasked Estep 
Score: -27664990.000000 Penalty: 6074.720703
	Iteration 37Q: 3 clusters Score -2.766499e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 204716 members 
Entering Unmasked Estep 
Score: -27665328.000000 Penalty: 6074.720703
	Iteration 38Q: 3 clusters Score -2.766533e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 205251 members 
Entering Unmasked Estep 
Score: -27665576.000000 Penalty: 6074.720703
	Iteration 39Q: 3 clusters Score -2.766558e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 205661 members 
Entering Unmasked Estep 
Score: -27665724.000000 Penalty: 6074.720703
	Iteration 40F: 3 clusters Score -2.766572e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 206003 members 
Entering Unmasked Estep 
Score: -27665894.000000 Penalty: 6074.720703
	Iteration 41Q: 3 clusters Score -2.766589e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 206260 members 
Entering Unmasked Estep 
Score: -27666066.000000 Penalty: 6074.720703
	Iteration 42Q: 3 clusters Score -2.766607e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 206480 members 
Entering Unmasked Estep 
Score: -27666160.000000 Penalty: 6074.720703
	Iteration 43Q: 3 clusters Score -2.766616e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 206660 members 
Entering Unmasked Estep 
Score: -27666266.000000 Penalty: 6074.720703
	Iteration 44Q: 3 clusters Score -2.766627e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 206807 members 
Entering Unmasked Estep 
Score: -27666328.000000 Penalty: 6074.720703
	Iteration 45Q: 3 clusters Score -2.766633e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 206926 members 
Entering Unmasked Estep 
Score: -27666330.000000 Penalty: 6074.720703
	Iteration 46Q: 3 clusters Score -2.766633e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 207022 members 
Entering Unmasked Estep 
Score: -27666396.000000 Penalty: 6074.720703
	Iteration 47Q: 3 clusters Score -2.76664e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 207099 members 
Entering Unmasked Estep 
Score: -27666416.000000 Penalty: 6074.720703
	Iteration 48Q: 3 clusters Score -2.766642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 207150 members 
Entering Unmasked Estep 
Score: -27666448.000000 Penalty: 6074.720703
	Iteration 49Q: 3 clusters Score -2.766645e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 207196 members 
Entering Unmasked Estep 
Score: -27666478.000000 Penalty: 6074.720703
	Iteration 50Q: 3 clusters Score -2.766648e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 207235 members 
Entering Unmasked Estep 
Score: -27666482.000000 Penalty: 6074.720703
	Iteration 51Q: 3 clusters Score -2.766648e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 207268 members 
Entering Unmasked Estep 
Score: -27666510.000000 Penalty: 6074.720703
	Iteration 52Q: 3 clusters Score -2.766651e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 207300 members 
Entering Unmasked Estep 
Score: -27666510.000000 Penalty: 6074.720703
	Iteration 53Q: 3 clusters Score -2.766651e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 207335 members 
Entering Unmasked Estep 
Score: -27666596.000000 Penalty: 6074.720703
	Iteration 54Q: 3 clusters Score -2.76666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 207354 members 
Entering Unmasked Estep 
Score: -27666632.000000 Penalty: 6074.720703
	Iteration 55Q: 3 clusters Score -2.766663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 207372 members 
Entering Unmasked Estep 
Score: -27666616.000000 Penalty: 6074.720703
	Iteration 56Q: 3 clusters Score -2.766662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 207391 members 
Entering Unmasked Estep 
Score: -27666618.000000 Penalty: 6074.720703
	Iteration 57Q: 3 clusters Score -2.766662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 207402 members 
Entering Unmasked Estep 
Score: -27666614.000000 Penalty: 6074.720703
	Iteration 58Q: 3 clusters Score -2.766661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 207406 members 
Entering Unmasked Estep 
Score: -27666606.000000 Penalty: 6074.720703
	Iteration 59Q: 3 clusters Score -2.766661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 207411 members 
Entering Unmasked Estep 
Score: -27666612.000000 Penalty: 6074.720703
	Iteration 60F: 3 clusters Score -2.766661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 207415 members 
Entering Unmasked Estep 
Score: -27666594.000000 Penalty: 6074.720703
	Iteration 61Q: 3 clusters Score -2.766659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 207418 members 
Entering Unmasked Estep 
Score: -27666596.000000 Penalty: 6074.720703
	Iteration 62Q: 3 clusters Score -2.76666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 207419 members 
Entering Unmasked Estep 
Score: -27666602.000000 Penalty: 6074.720703
	Iteration 63Q: 3 clusters Score -2.76666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 207421 members 
Entering Unmasked Estep 
Score: -27666600.000000 Penalty: 6074.720703
	Iteration 64Q: 3 clusters Score -2.76666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 207425 members 
Entering Unmasked Estep 
Score: -27666594.000000 Penalty: 6074.720703
	Iteration 65Q: 3 clusters Score -2.766659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 207430 members 
Entering Unmasked Estep 
Score: -27666610.000000 Penalty: 6074.720703
	Iteration 66Q: 3 clusters Score -2.766661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 207434 members 
Entering Unmasked Estep 
Score: -27666612.000000 Penalty: 6074.720703
	Iteration 67Q: 3 clusters Score -2.766661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 207437 members 
Entering Unmasked Estep 
Score: -27666610.000000 Penalty: 6074.720703
	Iteration 68Q: 3 clusters Score -2.766661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 207440 members 
Entering Unmasked Estep 
Score: -27666604.000000 Penalty: 6074.720703
	Iteration 69Q: 3 clusters Score -2.76666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 207441 members 
Entering Unmasked Estep 
Score: -27666602.000000 Penalty: 6074.720703
	Iteration 70Q: 3 clusters Score -2.76666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 207442 members 
Entering Unmasked Estep 
Score: -27666612.000000 Penalty: 6074.720703
	Iteration 71Q: 3 clusters Score -2.766661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 207443 members 
Entering Unmasked Estep 
Score: -27666614.000000 Penalty: 6074.720703
	Iteration 72Q: 3 clusters Score -2.766661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 207444 members 
Entering Unmasked Estep 
Score: -27666624.000000 Penalty: 6074.720703
	Iteration 73Q: 3 clusters Score -2.766662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 207443 members 
Entering Unmasked Estep 
Score: -27666636.000000 Penalty: 6074.720703
	Iteration 74Q: 3 clusters Score -2.766664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 207443 members 
Entering Unmasked Estep 
Score: -27666636.000000 Penalty: 6074.720703
	Iteration 75F: 3 clusters Score -2.766664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Entering Unmasked Estep 
Score: -1599588.250000 Penalty: 2351.887207
	Iteration 0F: 2 clusters Score -1599588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1589871.250000 Penalty: 4703.774414
	Iteration 0F: 3 clusters Score -1589871 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1592931.125000 Penalty: 4703.774414
	Iteration 1F: 3 clusters Score -1592931 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1593365.875000 Penalty: 4703.774414
	Iteration 2F: 3 clusters Score -1593366 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1593814.625000 Penalty: 4703.774414
	Iteration 3F: 3 clusters Score -1593815 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1594379.000000 Penalty: 4703.774414
	Iteration 4F: 3 clusters Score -1594379 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1595107.625000 Penalty: 4703.774414
	Iteration 5F: 3 clusters Score -1595108 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1595762.625000 Penalty: 4703.774414
	Iteration 6F: 3 clusters Score -1595763 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1596292.750000 Penalty: 4703.774414
	Iteration 7F: 3 clusters Score -1596293 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1596668.000000 Penalty: 4703.774414
	Iteration 8F: 3 clusters Score -1596668 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1596907.875000 Penalty: 4703.774414
	Iteration 9Q: 3 clusters Score -1596908 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1597064.000000 Penalty: 4703.774414
	Iteration 10Q: 3 clusters Score -1597064 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1597168.125000 Penalty: 4703.774414
	Iteration 11Q: 3 clusters Score -1597168 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1597255.375000 Penalty: 4703.774414
	Iteration 12Q: 3 clusters Score -1597255 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1597334.625000 Penalty: 4703.774414
	Iteration 13Q: 3 clusters Score -1597335 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1597413.125000 Penalty: 4703.774414
	Iteration 14Q: 3 clusters Score -1597413 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1597482.250000 Penalty: 4703.774414
	Iteration 15Q: 3 clusters Score -1597482 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1597554.125000 Penalty: 4703.774414
	Iteration 16Q: 3 clusters Score -1597554 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1597625.250000 Penalty: 4703.774414
	Iteration 17Q: 3 clusters Score -1597625 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1597701.875000 Penalty: 4703.774414
	Iteration 18Q: 3 clusters Score -1597702 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1597772.625000 Penalty: 4703.774414
	Iteration 19Q: 3 clusters Score -1597773 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1597857.500000 Penalty: 4703.774414
	Iteration 20F: 3 clusters Score -1597858 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1597932.750000 Penalty: 4703.774414
	Iteration 21Q: 3 clusters Score -1597933 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1598009.875000 Penalty: 4703.774414
	Iteration 22Q: 3 clusters Score -1598010 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1598083.250000 Penalty: 4703.774414
	Iteration 23Q: 3 clusters Score -1598083 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1598145.375000 Penalty: 4703.774414
	Iteration 24Q: 3 clusters Score -1598145 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1598222.375000 Penalty: 4703.774414
	Iteration 25Q: 3 clusters Score -1598222 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1598293.000000 Penalty: 4703.774414
	Iteration 26Q: 3 clusters Score -1598293 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1598373.125000 Penalty: 4703.774414
	Iteration 27Q: 3 clusters Score -1598373 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1598444.000000 Penalty: 4703.774414
	Iteration 28Q: 3 clusters Score -1598444 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1598529.875000 Penalty: 4703.774414
	Iteration 29Q: 3 clusters Score -1598530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1598626.125000 Penalty: 4703.774414
	Iteration 30Q: 3 clusters Score -1598626 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1598736.000000 Penalty: 4703.774414
	Iteration 31Q: 3 clusters Score -1598736 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1598854.500000 Penalty: 4703.774414
	Iteration 32Q: 3 clusters Score -1598854 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1598947.125000 Penalty: 4703.774414
	Iteration 33Q: 3 clusters Score -1598947 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1599038.500000 Penalty: 4703.774414
	Iteration 34Q: 3 clusters Score -1599038 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1599105.000000 Penalty: 4703.774414
	Iteration 35Q: 3 clusters Score -1599105 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1599158.125000 Penalty: 4703.774414
	Iteration 36Q: 3 clusters Score -1599158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1599190.750000 Penalty: 4703.774414
	Iteration 37Q: 3 clusters Score -1599191 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1599227.625000 Penalty: 4703.774414
	Iteration 38Q: 3 clusters Score -1599228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1599250.875000 Penalty: 4703.774414
	Iteration 39Q: 3 clusters Score -1599251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1599272.125000 Penalty: 4703.774414
	Iteration 40F: 3 clusters Score -1599272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1599285.000000 Penalty: 4703.774414
	Iteration 41Q: 3 clusters Score -1599285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1599292.875000 Penalty: 4703.774414
	Iteration 42Q: 3 clusters Score -1599293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1599294.625000 Penalty: 4703.774414
	Iteration 43Q: 3 clusters Score -1599295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1599299.750000 Penalty: 4703.774414
	Iteration 44Q: 3 clusters Score -1599300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1599299.875000 Penalty: 4703.774414
	Iteration 45Q: 3 clusters Score -1599300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1599300.625000 Penalty: 4703.774414
	Iteration 46Q: 3 clusters Score -1599301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1599304.250000 Penalty: 4703.774414
	Iteration 47Q: 3 clusters Score -1599304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1599305.500000 Penalty: 4703.774414
	Iteration 48Q: 3 clusters Score -1599306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1599306.000000 Penalty: 4703.774414
	Iteration 49Q: 3 clusters Score -1599306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1599303.875000 Penalty: 4703.774414
	Iteration 50Q: 3 clusters Score -1599304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1599307.250000 Penalty: 4703.774414
	Iteration 51Q: 3 clusters Score -1599307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1599306.250000 Penalty: 4703.774414
	Iteration 52Q: 3 clusters Score -1599306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1599304.500000 Penalty: 4703.774414
	Iteration 53Q: 3 clusters Score -1599304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1599304.500000 Penalty: 4703.774414
	Iteration 54F: 3 clusters Score -1599304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Entering Unmasked Estep 
Score: -6954222.000000 Penalty: 2693.355957
	Iteration 0F: 2 clusters Score -6954222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6919008.500000 Penalty: 5386.711914
	Iteration 0F: 3 clusters Score -6919008 nChanged 24109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -6932135.500000 Penalty: 5386.711914
	Iteration 1F: 3 clusters Score -6932136 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -6932677.500000 Penalty: 5386.711914
	Iteration 2Q: 3 clusters Score -6932678 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -6933286.500000 Penalty: 5386.711914
	Iteration 3Q: 3 clusters Score -6933286 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -6933958.000000 Penalty: 5386.711914
	Iteration 4Q: 3 clusters Score -6933958 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -6934988.000000 Penalty: 5386.711914
	Iteration 5Q: 3 clusters Score -6934988 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6936415.500000 Penalty: 5386.711914
	Iteration 6F: 3 clusters Score -6936416 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -6938583.000000 Penalty: 5386.711914
	Iteration 7F: 3 clusters Score -6938583 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -6941509.000000 Penalty: 5386.711914
	Iteration 8F: 3 clusters Score -6941509 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6944799.000000 Penalty: 5386.711914
	Iteration 9F: 3 clusters Score -6944799 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -6947688.500000 Penalty: 5386.711914
	Iteration 10F: 3 clusters Score -6947688 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -6949667.000000 Penalty: 5386.711914
	Iteration 11Q: 3 clusters Score -6949667 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6950656.000000 Penalty: 5386.711914
	Iteration 12Q: 3 clusters Score -6950656 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6951130.000000 Penalty: 5386.711914
	Iteration 13Q: 3 clusters Score -6951130 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6951358.500000 Penalty: 5386.711914
	Iteration 14Q: 3 clusters Score -6951358 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6951485.500000 Penalty: 5386.711914
	Iteration 15Q: 3 clusters Score -6951486 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6951577.000000 Penalty: 5386.711914
	Iteration 16Q: 3 clusters Score -6951577 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6951649.000000 Penalty: 5386.711914
	Iteration 17Q: 3 clusters Score -6951649 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6951666.500000 Penalty: 5386.711914
	Iteration 18Q: 3 clusters Score -6951666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6951711.500000 Penalty: 5386.711914
	Iteration 19Q: 3 clusters Score -6951712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6951740.500000 Penalty: 5386.711914
	Iteration 20F: 3 clusters Score -6951740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6951763.000000 Penalty: 5386.711914
	Iteration 21Q: 3 clusters Score -6951763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6951774.000000 Penalty: 5386.711914
	Iteration 22Q: 3 clusters Score -6951774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6951800.000000 Penalty: 5386.711914
	Iteration 23Q: 3 clusters Score -6951800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6951817.500000 Penalty: 5386.711914
	Iteration 24Q: 3 clusters Score -6951818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6951826.000000 Penalty: 5386.711914
	Iteration 25Q: 3 clusters Score -6951826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6951841.500000 Penalty: 5386.711914
	Iteration 26Q: 3 clusters Score -6951842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6951838.000000 Penalty: 5386.711914
	Iteration 27Q: 3 clusters Score -6951838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6951848.500000 Penalty: 5386.711914
	Iteration 28Q: 3 clusters Score -6951848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6951852.000000 Penalty: 5386.711914
	Iteration 29Q: 3 clusters Score -6951852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6951859.000000 Penalty: 5386.711914
	Iteration 30Q: 3 clusters Score -6951859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6951870.000000 Penalty: 5386.711914
	Iteration 31Q: 3 clusters Score -6951870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6951874.500000 Penalty: 5386.711914
	Iteration 32Q: 3 clusters Score -6951874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6951887.000000 Penalty: 5386.711914
	Iteration 33Q: 3 clusters Score -6951887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6951911.000000 Penalty: 5386.711914
	Iteration 34Q: 3 clusters Score -6951911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6951917.000000 Penalty: 5386.711914
	Iteration 35Q: 3 clusters Score -6951917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6951919.000000 Penalty: 5386.711914
	Iteration 36Q: 3 clusters Score -6951919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6951929.000000 Penalty: 5386.711914
	Iteration 37Q: 3 clusters Score -6951929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6951929.500000 Penalty: 5386.711914
	Iteration 38Q: 3 clusters Score -6951930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6951943.000000 Penalty: 5386.711914
	Iteration 39Q: 3 clusters Score -6951943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6951937.000000 Penalty: 5386.711914
	Iteration 40F: 3 clusters Score -6951937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6951937.500000 Penalty: 5386.711914
	Iteration 41Q: 3 clusters Score -6951938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6951935.000000 Penalty: 5386.711914
	Iteration 42Q: 3 clusters Score -6951935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6951939.000000 Penalty: 5386.711914
	Iteration 43Q: 3 clusters Score -6951939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6951942.000000 Penalty: 5386.711914
	Iteration 44Q: 3 clusters Score -6951942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6951947.000000 Penalty: 5386.711914
	Iteration 45Q: 3 clusters Score -6951947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6951945.000000 Penalty: 5386.711914
	Iteration 46Q: 3 clusters Score -6951945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6951945.000000 Penalty: 5386.711914
	Iteration 47Q: 3 clusters Score -6951945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6951948.000000 Penalty: 5386.711914
	Iteration 48Q: 3 clusters Score -6951948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6951947.000000 Penalty: 5386.711914
	Iteration 49Q: 3 clusters Score -6951947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6951948.000000 Penalty: 5386.711914
	Iteration 50Q: 3 clusters Score -6951948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6951949.500000 Penalty: 5386.711914
	Iteration 51Q: 3 clusters Score -6951950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6951948.000000 Penalty: 5386.711914
	Iteration 52Q: 3 clusters Score -6951948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6951949.000000 Penalty: 5386.711914
	Iteration 53Q: 3 clusters Score -6951949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6951947.500000 Penalty: 5386.711914
	Iteration 54Q: 3 clusters Score -6951948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6951947.500000 Penalty: 5386.711914
	Iteration 55F: 3 clusters Score -6951948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Entering Unmasked Estep 
Score: -4872847.000000 Penalty: 2603.278320
	Iteration 0F: 2 clusters Score -4872847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -4848157.000000 Penalty: 5206.556641
	Iteration 0F: 3 clusters Score -4848157 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4857176.500000 Penalty: 5206.556641
	Iteration 1F: 3 clusters Score -4857176 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4857667.500000 Penalty: 5206.556641
	Iteration 2Q: 3 clusters Score -4857668 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4858186.500000 Penalty: 5206.556641
	Iteration 3Q: 3 clusters Score -4858186 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4858768.500000 Penalty: 5206.556641
	Iteration 4Q: 3 clusters Score -4858768 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4859430.000000 Penalty: 5206.556641
	Iteration 5Q: 3 clusters Score -4859430 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4860159.000000 Penalty: 5206.556641
	Iteration 6Q: 3 clusters Score -4860159 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4860888.000000 Penalty: 5206.556641
	Iteration 7Q: 3 clusters Score -4860888 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4861597.500000 Penalty: 5206.556641
	Iteration 8Q: 3 clusters Score -4861598 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -4862354.500000 Penalty: 5206.556641
	Iteration 9Q: 3 clusters Score -4862354 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4863144.000000 Penalty: 5206.556641
	Iteration 10Q: 3 clusters Score -4863144 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -4863902.500000 Penalty: 5206.556641
	Iteration 11Q: 3 clusters Score -4863902 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4864734.500000 Penalty: 5206.556641
	Iteration 12Q: 3 clusters Score -4864734 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -4865464.500000 Penalty: 5206.556641
	Iteration 13Q: 3 clusters Score -4865464 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4865962.500000 Penalty: 5206.556641
	Iteration 14Q: 3 clusters Score -4865962 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -4866352.000000 Penalty: 5206.556641
	Iteration 15Q: 3 clusters Score -4866352 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -4866604.500000 Penalty: 5206.556641
	Iteration 16Q: 3 clusters Score -4866604 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4866820.500000 Penalty: 5206.556641
	Iteration 17Q: 3 clusters Score -4866820 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4866966.500000 Penalty: 5206.556641
	Iteration 18Q: 3 clusters Score -4866966 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4867014.500000 Penalty: 5206.556641
	Iteration 19Q: 3 clusters Score -4867014 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -4867076.500000 Penalty: 5206.556641
	Iteration 20F: 3 clusters Score -4867076 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4867120.000000 Penalty: 5206.556641
	Iteration 21Q: 3 clusters Score -4867120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -4867137.000000 Penalty: 5206.556641
	Iteration 22Q: 3 clusters Score -4867137 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4867153.500000 Penalty: 5206.556641
	Iteration 23Q: 3 clusters Score -4867154 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -4867188.000000 Penalty: 5206.556641
	Iteration 24Q: 3 clusters Score -4867188 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4867226.000000 Penalty: 5206.556641
	Iteration 25Q: 3 clusters Score -4867226 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4867235.000000 Penalty: 5206.556641
	Iteration 26Q: 3 clusters Score -4867235 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4867260.500000 Penalty: 5206.556641
	Iteration 27Q: 3 clusters Score -4867260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -4867282.000000 Penalty: 5206.556641
	Iteration 28Q: 3 clusters Score -4867282 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4867284.500000 Penalty: 5206.556641
	Iteration 29Q: 3 clusters Score -4867284 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4867294.500000 Penalty: 5206.556641
	Iteration 30Q: 3 clusters Score -4867294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4867317.500000 Penalty: 5206.556641
	Iteration 31Q: 3 clusters Score -4867318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4867327.000000 Penalty: 5206.556641
	Iteration 32Q: 3 clusters Score -4867327 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4867331.000000 Penalty: 5206.556641
	Iteration 33Q: 3 clusters Score -4867331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4867345.000000 Penalty: 5206.556641
	Iteration 34Q: 3 clusters Score -4867345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -4867343.500000 Penalty: 5206.556641
	Iteration 35Q: 3 clusters Score -4867344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4867354.500000 Penalty: 5206.556641
	Iteration 36Q: 3 clusters Score -4867354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4867350.500000 Penalty: 5206.556641
	Iteration 37Q: 3 clusters Score -4867350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -4867355.500000 Penalty: 5206.556641
	Iteration 38Q: 3 clusters Score -4867356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -4867352.500000 Penalty: 5206.556641
	Iteration 39Q: 3 clusters Score -4867352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4867354.000000 Penalty: 5206.556641
	Iteration 40F: 3 clusters Score -4867354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4867360.000000 Penalty: 5206.556641
	Iteration 41Q: 3 clusters Score -4867360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4867354.500000 Penalty: 5206.556641
	Iteration 42Q: 3 clusters Score -4867354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4867357.500000 Penalty: 5206.556641
	Iteration 43Q: 3 clusters Score -4867358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -4867357.500000 Penalty: 5206.556641
	Iteration 44Q: 3 clusters Score -4867358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4867355.000000 Penalty: 5206.556641
	Iteration 45Q: 3 clusters Score -4867355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -4867358.500000 Penalty: 5206.556641
	Iteration 46Q: 3 clusters Score -4867358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -4867359.500000 Penalty: 5206.556641
	Iteration 47Q: 3 clusters Score -4867360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4867364.000000 Penalty: 5206.556641
	Iteration 48Q: 3 clusters Score -4867364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4867363.000000 Penalty: 5206.556641
	Iteration 49Q: 3 clusters Score -4867363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -4867370.000000 Penalty: 5206.556641
	Iteration 50Q: 3 clusters Score -4867370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4867362.000000 Penalty: 5206.556641
	Iteration 51Q: 3 clusters Score -4867362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -4867364.000000 Penalty: 5206.556641
	Iteration 52Q: 3 clusters Score -4867364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4867356.500000 Penalty: 5206.556641
	Iteration 53Q: 3 clusters Score -4867356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4867362.500000 Penalty: 5206.556641
	Iteration 54Q: 3 clusters Score -4867362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -4867356.500000 Penalty: 5206.556641
	Iteration 55Q: 3 clusters Score -4867356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4867357.000000 Penalty: 5206.556641
	Iteration 56Q: 3 clusters Score -4867357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4867358.000000 Penalty: 5206.556641
	Iteration 57Q: 3 clusters Score -4867358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -4867361.500000 Penalty: 5206.556641
	Iteration 58Q: 3 clusters Score -4867362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4867363.500000 Penalty: 5206.556641
	Iteration 59Q: 3 clusters Score -4867364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4867358.000000 Penalty: 5206.556641
	Iteration 60F: 3 clusters Score -4867358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4867360.000000 Penalty: 5206.556641
	Iteration 61Q: 3 clusters Score -4867360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4867363.000000 Penalty: 5206.556641
	Iteration 62Q: 3 clusters Score -4867363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -4867359.500000 Penalty: 5206.556641
	Iteration 63Q: 3 clusters Score -4867360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4867365.500000 Penalty: 5206.556641
	Iteration 64Q: 3 clusters Score -4867366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -4867367.000000 Penalty: 5206.556641
	Iteration 65Q: 3 clusters Score -4867367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4867360.500000 Penalty: 5206.556641
	Iteration 66Q: 3 clusters Score -4867360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4867361.500000 Penalty: 5206.556641
	Iteration 67Q: 3 clusters Score -4867362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4867363.500000 Penalty: 5206.556641
	Iteration 68Q: 3 clusters Score -4867364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4867371.500000 Penalty: 5206.556641
	Iteration 69Q: 3 clusters Score -4867372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4867366.500000 Penalty: 5206.556641
	Iteration 70Q: 3 clusters Score -4867366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4867367.500000 Penalty: 5206.556641
	Iteration 71Q: 3 clusters Score -4867368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4867367.500000 Penalty: 5206.556641
	Iteration 72F: 3 clusters Score -4867368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -269765.531250 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -269765.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -267160.562500 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -267160.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -267617.468750 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -267617.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -267726.562500 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -267726.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -267787.312500 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -267787.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267822.031250 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -267822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -267847.281250 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -267847.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -267864.875000 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -267864.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267876.968750 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -267877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267882.781250 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -267882.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -267887.250000 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -267887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267889.125000 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -267889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -267891.625000 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -267891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267891.718750 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -267891.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267891.718750 Penalty: 3784.949463
	Iteration 13F: 3 clusters Score -267891.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -21300.865234 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -21300.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20178.652344 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -20178.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20310.773438 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -20310.77 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: -20337.646484 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -20337.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20351.060547 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -20351.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20369.357422 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -20369.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20403.113281 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -20403.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20419.722656 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -20419.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20419.722656 Penalty: 2666.138184
	Iteration 7F: 3 clusters Score -20419.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Entering Unmasked Estep 
Score: -4264620.000000 Penalty: 2590.359375
	Iteration 0F: 2 clusters Score -4264620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4241259.500000 Penalty: 5180.718750
	Iteration 0F: 3 clusters Score -4241260 nChanged 15414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4249906.000000 Penalty: 5180.718750
	Iteration 1F: 3 clusters Score -4249906 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4250513.000000 Penalty: 5180.718750
	Iteration 2F: 3 clusters Score -4250513 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4251144.000000 Penalty: 5180.718750
	Iteration 3Q: 3 clusters Score -4251144 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -4251743.000000 Penalty: 5180.718750
	Iteration 4Q: 3 clusters Score -4251743 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4252515.500000 Penalty: 5180.718750
	Iteration 5Q: 3 clusters Score -4252516 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4253452.500000 Penalty: 5180.718750
	Iteration 6Q: 3 clusters Score -4253452 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -4254693.500000 Penalty: 5180.718750
	Iteration 7F: 3 clusters Score -4254694 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4256207.000000 Penalty: 5180.718750
	Iteration 8F: 3 clusters Score -4256207 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4257915.500000 Penalty: 5180.718750
	Iteration 9F: 3 clusters Score -4257916 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4259539.500000 Penalty: 5180.718750
	Iteration 10F: 3 clusters Score -4259540 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4260748.000000 Penalty: 5180.718750
	Iteration 11Q: 3 clusters Score -4260748 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4261519.500000 Penalty: 5180.718750
	Iteration 12Q: 3 clusters Score -4261520 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4261916.500000 Penalty: 5180.718750
	Iteration 13Q: 3 clusters Score -4261916 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4262143.000000 Penalty: 5180.718750
	Iteration 14Q: 3 clusters Score -4262143 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4262250.000000 Penalty: 5180.718750
	Iteration 15Q: 3 clusters Score -4262250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4262311.500000 Penalty: 5180.718750
	Iteration 16Q: 3 clusters Score -4262312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4262359.000000 Penalty: 5180.718750
	Iteration 17Q: 3 clusters Score -4262359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4262375.500000 Penalty: 5180.718750
	Iteration 18Q: 3 clusters Score -4262376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4262396.500000 Penalty: 5180.718750
	Iteration 19Q: 3 clusters Score -4262396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4262406.500000 Penalty: 5180.718750
	Iteration 20F: 3 clusters Score -4262406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4262415.500000 Penalty: 5180.718750
	Iteration 21Q: 3 clusters Score -4262416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4262419.000000 Penalty: 5180.718750
	Iteration 22Q: 3 clusters Score -4262419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4262422.500000 Penalty: 5180.718750
	Iteration 23Q: 3 clusters Score -4262422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4262431.500000 Penalty: 5180.718750
	Iteration 24Q: 3 clusters Score -4262432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4262446.000000 Penalty: 5180.718750
	Iteration 25Q: 3 clusters Score -4262446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4262443.500000 Penalty: 5180.718750
	Iteration 26Q: 3 clusters Score -4262444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4262448.500000 Penalty: 5180.718750
	Iteration 27Q: 3 clusters Score -4262448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4262451.000000 Penalty: 5180.718750
	Iteration 28Q: 3 clusters Score -4262451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4262454.500000 Penalty: 5180.718750
	Iteration 29Q: 3 clusters Score -4262454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4262454.500000 Penalty: 5180.718750
	Iteration 30F: 3 clusters Score -4262454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Entering Unmasked Estep 
Score: -3389075.500000 Penalty: 2513.272461
	Iteration 0F: 2 clusters Score -3389076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3371769.500000 Penalty: 5026.544922
	Iteration 0F: 3 clusters Score -3371770 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3378197.250000 Penalty: 5026.544922
	Iteration 1F: 3 clusters Score -3378197 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3379300.500000 Penalty: 5026.544922
	Iteration 2F: 3 clusters Score -3379300 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3380472.500000 Penalty: 5026.544922
	Iteration 3F: 3 clusters Score -3380472 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3381825.000000 Penalty: 5026.544922
	Iteration 4F: 3 clusters Score -3381825 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3383256.000000 Penalty: 5026.544922
	Iteration 5F: 3 clusters Score -3383256 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3384739.000000 Penalty: 5026.544922
	Iteration 6F: 3 clusters Score -3384739 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3385999.500000 Penalty: 5026.544922
	Iteration 7F: 3 clusters Score -3386000 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3386856.750000 Penalty: 5026.544922
	Iteration 8Q: 3 clusters Score -3386857 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3387403.250000 Penalty: 5026.544922
	Iteration 9Q: 3 clusters Score -3387403 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3387806.000000 Penalty: 5026.544922
	Iteration 10Q: 3 clusters Score -3387806 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3388053.000000 Penalty: 5026.544922
	Iteration 11Q: 3 clusters Score -3388053 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3388217.000000 Penalty: 5026.544922
	Iteration 12Q: 3 clusters Score -3388217 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3388299.000000 Penalty: 5026.544922
	Iteration 13Q: 3 clusters Score -3388299 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3388361.750000 Penalty: 5026.544922
	Iteration 14Q: 3 clusters Score -3388362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3388419.000000 Penalty: 5026.544922
	Iteration 15Q: 3 clusters Score -3388419 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3388463.000000 Penalty: 5026.544922
	Iteration 16Q: 3 clusters Score -3388463 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3388504.750000 Penalty: 5026.544922
	Iteration 17Q: 3 clusters Score -3388505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3388520.500000 Penalty: 5026.544922
	Iteration 18Q: 3 clusters Score -3388520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3388528.000000 Penalty: 5026.544922
	Iteration 19Q: 3 clusters Score -3388528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3388531.250000 Penalty: 5026.544922
	Iteration 20F: 3 clusters Score -3388531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3388542.750000 Penalty: 5026.544922
	Iteration 21Q: 3 clusters Score -3388543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3388547.250000 Penalty: 5026.544922
	Iteration 22Q: 3 clusters Score -3388547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3388547.750000 Penalty: 5026.544922
	Iteration 23Q: 3 clusters Score -3388548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3388556.000000 Penalty: 5026.544922
	Iteration 24Q: 3 clusters Score -3388556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3388558.750000 Penalty: 5026.544922
	Iteration 25Q: 3 clusters Score -3388559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3388560.000000 Penalty: 5026.544922
	Iteration 26Q: 3 clusters Score -3388560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3388564.750000 Penalty: 5026.544922
	Iteration 27Q: 3 clusters Score -3388565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3388565.750000 Penalty: 5026.544922
	Iteration 28Q: 3 clusters Score -3388566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3388569.500000 Penalty: 5026.544922
	Iteration 29Q: 3 clusters Score -3388570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3388568.250000 Penalty: 5026.544922
	Iteration 30Q: 3 clusters Score -3388568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3388568.250000 Penalty: 5026.544922
	Iteration 31F: 3 clusters Score -3388568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185576 members 
Entering Unmasked Estep 
Score: -24613486.000000 Penalty: 3008.542480
	Iteration 0F: 2 clusters Score -2.461349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 92674 members 
Entering Unmasked Estep 
Score: -24491538.000000 Penalty: 6017.084961
	Iteration 0F: 3 clusters Score -2.449154e+07 nChanged 89044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -24543596.000000 Penalty: 6017.084961
	Iteration 1F: 3 clusters Score -2.45436e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -24545148.000000 Penalty: 6017.084961
	Iteration 2Q: 3 clusters Score -2.454515e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -24547074.000000 Penalty: 6017.084961
	Iteration 3Q: 3 clusters Score -2.454707e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -24550580.000000 Penalty: 6017.084961
	Iteration 4Q: 3 clusters Score -2.455058e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -24556632.000000 Penalty: 6017.084961
	Iteration 5F: 3 clusters Score -2.455663e+07 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123637 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -24565958.000000 Penalty: 6017.084961
	Iteration 6F: 3 clusters Score -2.456596e+07 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -24578398.000000 Penalty: 6017.084961
	Iteration 7F: 3 clusters Score -2.45784e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145905 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -24591166.000000 Penalty: 6017.084961
	Iteration 8F: 3 clusters Score -2.459117e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152828 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -24600224.000000 Penalty: 6017.084961
	Iteration 9F: 3 clusters Score -2.460022e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156733 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -24604186.000000 Penalty: 6017.084961
	Iteration 10Q: 3 clusters Score -2.460419e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159520 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -24606088.000000 Penalty: 6017.084961
	Iteration 11Q: 3 clusters Score -2.460609e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161792 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -24607218.000000 Penalty: 6017.084961
	Iteration 12Q: 3 clusters Score -2.460722e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163808 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -24608164.000000 Penalty: 6017.084961
	Iteration 13Q: 3 clusters Score -2.460816e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165571 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -24608652.000000 Penalty: 6017.084961
	Iteration 14Q: 3 clusters Score -2.460865e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167209 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -24609196.000000 Penalty: 6017.084961
	Iteration 15Q: 3 clusters Score -2.46092e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -24609728.000000 Penalty: 6017.084961
	Iteration 16Q: 3 clusters Score -2.460973e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -24610136.000000 Penalty: 6017.084961
	Iteration 17Q: 3 clusters Score -2.461014e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171395 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -24610366.000000 Penalty: 6017.084961
	Iteration 18Q: 3 clusters Score -2.461037e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -24610670.000000 Penalty: 6017.084961
	Iteration 19Q: 3 clusters Score -2.461067e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173500 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -24610820.000000 Penalty: 6017.084961
	Iteration 20F: 3 clusters Score -2.461082e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -24610994.000000 Penalty: 6017.084961
	Iteration 21Q: 3 clusters Score -2.461099e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175247 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -24611178.000000 Penalty: 6017.084961
	Iteration 22Q: 3 clusters Score -2.461118e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175996 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -24611294.000000 Penalty: 6017.084961
	Iteration 23Q: 3 clusters Score -2.461129e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -24611404.000000 Penalty: 6017.084961
	Iteration 24Q: 3 clusters Score -2.46114e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177356 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -24611526.000000 Penalty: 6017.084961
	Iteration 25Q: 3 clusters Score -2.461153e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -24611640.000000 Penalty: 6017.084961
	Iteration 26Q: 3 clusters Score -2.461164e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178483 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -24611730.000000 Penalty: 6017.084961
	Iteration 27Q: 3 clusters Score -2.461173e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178997 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -24611804.000000 Penalty: 6017.084961
	Iteration 28Q: 3 clusters Score -2.46118e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179454 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -24611836.000000 Penalty: 6017.084961
	Iteration 29Q: 3 clusters Score -2.461184e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179876 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -24611932.000000 Penalty: 6017.084961
	Iteration 30Q: 3 clusters Score -2.461193e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180251 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -24611998.000000 Penalty: 6017.084961
	Iteration 31Q: 3 clusters Score -2.4612e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -24612094.000000 Penalty: 6017.084961
	Iteration 32Q: 3 clusters Score -2.461209e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180858 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -24612138.000000 Penalty: 6017.084961
	Iteration 33Q: 3 clusters Score -2.461214e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181106 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -24612174.000000 Penalty: 6017.084961
	Iteration 34Q: 3 clusters Score -2.461217e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181322 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -24612198.000000 Penalty: 6017.084961
	Iteration 35Q: 3 clusters Score -2.46122e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181508 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -24612166.000000 Penalty: 6017.084961
	Iteration 36Q: 3 clusters Score -2.461217e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181671 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -24612200.000000 Penalty: 6017.084961
	Iteration 37Q: 3 clusters Score -2.46122e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181817 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -24612206.000000 Penalty: 6017.084961
	Iteration 38Q: 3 clusters Score -2.461221e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -24612258.000000 Penalty: 6017.084961
	Iteration 39Q: 3 clusters Score -2.461226e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182101 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -24612220.000000 Penalty: 6017.084961
	Iteration 40F: 3 clusters Score -2.461222e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182211 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -24612212.000000 Penalty: 6017.084961
	Iteration 41Q: 3 clusters Score -2.461221e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -24612280.000000 Penalty: 6017.084961
	Iteration 42Q: 3 clusters Score -2.461228e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182380 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -24612306.000000 Penalty: 6017.084961
	Iteration 43Q: 3 clusters Score -2.461231e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182441 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -24612280.000000 Penalty: 6017.084961
	Iteration 44Q: 3 clusters Score -2.461228e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182496 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -24612278.000000 Penalty: 6017.084961
	Iteration 45Q: 3 clusters Score -2.461228e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182544 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -24612276.000000 Penalty: 6017.084961
	Iteration 46Q: 3 clusters Score -2.461228e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182592 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -24612290.000000 Penalty: 6017.084961
	Iteration 47Q: 3 clusters Score -2.461229e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182641 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -24612280.000000 Penalty: 6017.084961
	Iteration 48Q: 3 clusters Score -2.461228e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182694 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -24612306.000000 Penalty: 6017.084961
	Iteration 49Q: 3 clusters Score -2.461231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182731 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -24612302.000000 Penalty: 6017.084961
	Iteration 50Q: 3 clusters Score -2.46123e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182779 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -24612266.000000 Penalty: 6017.084961
	Iteration 51Q: 3 clusters Score -2.461227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182820 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -24612300.000000 Penalty: 6017.084961
	Iteration 52Q: 3 clusters Score -2.46123e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -24612332.000000 Penalty: 6017.084961
	Iteration 53Q: 3 clusters Score -2.461233e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182881 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -24612322.000000 Penalty: 6017.084961
	Iteration 54Q: 3 clusters Score -2.461232e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182916 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -24612332.000000 Penalty: 6017.084961
	Iteration 55Q: 3 clusters Score -2.461233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182950 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -24612342.000000 Penalty: 6017.084961
	Iteration 56Q: 3 clusters Score -2.461234e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182974 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -24612348.000000 Penalty: 6017.084961
	Iteration 57Q: 3 clusters Score -2.461235e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182992 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -24612324.000000 Penalty: 6017.084961
	Iteration 58Q: 3 clusters Score -2.461232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -24612356.000000 Penalty: 6017.084961
	Iteration 59Q: 3 clusters Score -2.461236e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183042 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -24612384.000000 Penalty: 6017.084961
	Iteration 60F: 3 clusters Score -2.461238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -24612378.000000 Penalty: 6017.084961
	Iteration 61Q: 3 clusters Score -2.461238e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183070 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -24612426.000000 Penalty: 6017.084961
	Iteration 62Q: 3 clusters Score -2.461243e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183096 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -24612454.000000 Penalty: 6017.084961
	Iteration 63Q: 3 clusters Score -2.461245e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -24612440.000000 Penalty: 6017.084961
	Iteration 64Q: 3 clusters Score -2.461244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183125 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -24612438.000000 Penalty: 6017.084961
	Iteration 65Q: 3 clusters Score -2.461244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -24612446.000000 Penalty: 6017.084961
	Iteration 66Q: 3 clusters Score -2.461245e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183169 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -24612456.000000 Penalty: 6017.084961
	Iteration 67Q: 3 clusters Score -2.461246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183189 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -24612480.000000 Penalty: 6017.084961
	Iteration 68Q: 3 clusters Score -2.461248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -24612450.000000 Penalty: 6017.084961
	Iteration 69Q: 3 clusters Score -2.461245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183208 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -24612460.000000 Penalty: 6017.084961
	Iteration 70Q: 3 clusters Score -2.461246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183224 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -24612468.000000 Penalty: 6017.084961
	Iteration 71Q: 3 clusters Score -2.461247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183233 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -24612508.000000 Penalty: 6017.084961
	Iteration 72Q: 3 clusters Score -2.461251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183240 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -24612520.000000 Penalty: 6017.084961
	Iteration 73Q: 3 clusters Score -2.461252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183243 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -24612510.000000 Penalty: 6017.084961
	Iteration 74Q: 3 clusters Score -2.461251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183236 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -24612506.000000 Penalty: 6017.084961
	Iteration 75Q: 3 clusters Score -2.461251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183234 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -24612514.000000 Penalty: 6017.084961
	Iteration 76Q: 3 clusters Score -2.461251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183229 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -24612524.000000 Penalty: 6017.084961
	Iteration 77Q: 3 clusters Score -2.461252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183233 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -24612522.000000 Penalty: 6017.084961
	Iteration 78Q: 3 clusters Score -2.461252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183240 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -24612530.000000 Penalty: 6017.084961
	Iteration 79Q: 3 clusters Score -2.461253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183246 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -24612542.000000 Penalty: 6017.084961
	Iteration 80F: 3 clusters Score -2.461254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -24612556.000000 Penalty: 6017.084961
	Iteration 81Q: 3 clusters Score -2.461256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183265 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -24612566.000000 Penalty: 6017.084961
	Iteration 82Q: 3 clusters Score -2.461257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183269 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -24612574.000000 Penalty: 6017.084961
	Iteration 83Q: 3 clusters Score -2.461257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183270 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -24612570.000000 Penalty: 6017.084961
	Iteration 84Q: 3 clusters Score -2.461257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183268 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -24612544.000000 Penalty: 6017.084961
	Iteration 85Q: 3 clusters Score -2.461254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183268 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -24612550.000000 Penalty: 6017.084961
	Iteration 86Q: 3 clusters Score -2.461255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183262 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -24612558.000000 Penalty: 6017.084961
	Iteration 87Q: 3 clusters Score -2.461256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183256 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -24612542.000000 Penalty: 6017.084961
	Iteration 88Q: 3 clusters Score -2.461254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183258 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -24612554.000000 Penalty: 6017.084961
	Iteration 89Q: 3 clusters Score -2.461255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183261 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -24612558.000000 Penalty: 6017.084961
	Iteration 90Q: 3 clusters Score -2.461256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183265 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -24612564.000000 Penalty: 6017.084961
	Iteration 91Q: 3 clusters Score -2.461256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183267 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -24612580.000000 Penalty: 6017.084961
	Iteration 92Q: 3 clusters Score -2.461258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183269 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -24612576.000000 Penalty: 6017.084961
	Iteration 93Q: 3 clusters Score -2.461258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183273 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -24612576.000000 Penalty: 6017.084961
	Iteration 94Q: 3 clusters Score -2.461258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183282 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24612600.000000 Penalty: 6017.084961
	Iteration 95Q: 3 clusters Score -2.46126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183288 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -24612588.000000 Penalty: 6017.084961
	Iteration 96Q: 3 clusters Score -2.461259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183285 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -24612584.000000 Penalty: 6017.084961
	Iteration 97Q: 3 clusters Score -2.461258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183283 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -24612590.000000 Penalty: 6017.084961
	Iteration 98Q: 3 clusters Score -2.461259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183279 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -24612588.000000 Penalty: 6017.084961
	Iteration 99Q: 3 clusters Score -2.461259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183278 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -24612576.000000 Penalty: 6017.084961
	Iteration 100F: 3 clusters Score -2.461258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183274 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -24612586.000000 Penalty: 6017.084961
	Iteration 101Q: 3 clusters Score -2.461259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183271 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -24612578.000000 Penalty: 6017.084961
	Iteration 102Q: 3 clusters Score -2.461258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183264 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -24612572.000000 Penalty: 6017.084961
	Iteration 103Q: 3 clusters Score -2.461257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183263 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -24612570.000000 Penalty: 6017.084961
	Iteration 104Q: 3 clusters Score -2.461257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183264 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -24612580.000000 Penalty: 6017.084961
	Iteration 105Q: 3 clusters Score -2.461258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183265 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -24612576.000000 Penalty: 6017.084961
	Iteration 106Q: 3 clusters Score -2.461258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183263 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -24612588.000000 Penalty: 6017.084961
	Iteration 107Q: 3 clusters Score -2.461259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183260 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -24612576.000000 Penalty: 6017.084961
	Iteration 108Q: 3 clusters Score -2.461258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -24612574.000000 Penalty: 6017.084961
	Iteration 109Q: 3 clusters Score -2.461257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -24612584.000000 Penalty: 6017.084961
	Iteration 110Q: 3 clusters Score -2.461258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183258 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -24612574.000000 Penalty: 6017.084961
	Iteration 111Q: 3 clusters Score -2.461257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183258 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -24612584.000000 Penalty: 6017.084961
	Iteration 112Q: 3 clusters Score -2.461258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -24612586.000000 Penalty: 6017.084961
	Iteration 113Q: 3 clusters Score -2.461259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183257 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -24612582.000000 Penalty: 6017.084961
	Iteration 114Q: 3 clusters Score -2.461258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183255 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -24612588.000000 Penalty: 6017.084961
	Iteration 115Q: 3 clusters Score -2.461259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -24612604.000000 Penalty: 6017.084961
	Iteration 116Q: 3 clusters Score -2.46126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183249 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -24612594.000000 Penalty: 6017.084961
	Iteration 117Q: 3 clusters Score -2.461259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183243 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -24612606.000000 Penalty: 6017.084961
	Iteration 118Q: 3 clusters Score -2.461261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183233 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -24612592.000000 Penalty: 6017.084961
	Iteration 119Q: 3 clusters Score -2.461259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -24612570.000000 Penalty: 6017.084961
	Iteration 120F: 3 clusters Score -2.461257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183231 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -24612580.000000 Penalty: 6017.084961
	Iteration 121Q: 3 clusters Score -2.461258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183229 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -24612584.000000 Penalty: 6017.084961
	Iteration 122Q: 3 clusters Score -2.461258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183228 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -24612570.000000 Penalty: 6017.084961
	Iteration 123Q: 3 clusters Score -2.461257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183225 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -24612578.000000 Penalty: 6017.084961
	Iteration 124Q: 3 clusters Score -2.461258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183220 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -24612580.000000 Penalty: 6017.084961
	Iteration 125Q: 3 clusters Score -2.461258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183213 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -24612562.000000 Penalty: 6017.084961
	Iteration 126Q: 3 clusters Score -2.461256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183205 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -24612570.000000 Penalty: 6017.084961
	Iteration 127Q: 3 clusters Score -2.461257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -24612588.000000 Penalty: 6017.084961
	Iteration 128Q: 3 clusters Score -2.461259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183196 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -24612596.000000 Penalty: 6017.084961
	Iteration 129Q: 3 clusters Score -2.46126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183191 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -24612598.000000 Penalty: 6017.084961
	Iteration 130Q: 3 clusters Score -2.46126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183185 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -24612586.000000 Penalty: 6017.084961
	Iteration 131Q: 3 clusters Score -2.461259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183175 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -24612588.000000 Penalty: 6017.084961
	Iteration 132Q: 3 clusters Score -2.461259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183172 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -24612578.000000 Penalty: 6017.084961
	Iteration 133Q: 3 clusters Score -2.461258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -24612582.000000 Penalty: 6017.084961
	Iteration 134Q: 3 clusters Score -2.461258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -24612584.000000 Penalty: 6017.084961
	Iteration 135Q: 3 clusters Score -2.461258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183169 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -24612578.000000 Penalty: 6017.084961
	Iteration 136Q: 3 clusters Score -2.461258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -24612592.000000 Penalty: 6017.084961
	Iteration 137Q: 3 clusters Score -2.461259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183166 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -24612594.000000 Penalty: 6017.084961
	Iteration 138Q: 3 clusters Score -2.461259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -24612604.000000 Penalty: 6017.084961
	Iteration 139Q: 3 clusters Score -2.46126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183169 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -24612600.000000 Penalty: 6017.084961
	Iteration 140F: 3 clusters Score -2.46126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183167 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -24612598.000000 Penalty: 6017.084961
	Iteration 141Q: 3 clusters Score -2.46126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183166 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -24612626.000000 Penalty: 6017.084961
	Iteration 142Q: 3 clusters Score -2.461263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183160 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -24612640.000000 Penalty: 6017.084961
	Iteration 143Q: 3 clusters Score -2.461264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183158 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -24612632.000000 Penalty: 6017.084961
	Iteration 144Q: 3 clusters Score -2.461263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183160 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -24612642.000000 Penalty: 6017.084961
	Iteration 145Q: 3 clusters Score -2.461264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183158 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -24612622.000000 Penalty: 6017.084961
	Iteration 146Q: 3 clusters Score -2.461262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183158 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -24612622.000000 Penalty: 6017.084961
	Iteration 147F: 3 clusters Score -2.461262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -671319.812500 Penalty: 2127.974854
	Iteration 0F: 2 clusters Score -671319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -666633.562500 Penalty: 4255.949707
	Iteration 0F: 3 clusters Score -666633.6 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -668181.687500 Penalty: 4255.949707
	Iteration 1F: 3 clusters Score -668181.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -668833.125000 Penalty: 4255.949707
	Iteration 2F: 3 clusters Score -668833.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -669500.250000 Penalty: 4255.949707
	Iteration 3F: 3 clusters Score -669500.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -670060.125000 Penalty: 4255.949707
	Iteration 4F: 3 clusters Score -670060.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -670450.187500 Penalty: 4255.949707
	Iteration 5F: 3 clusters Score -670450.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -670813.187500 Penalty: 4255.949707
	Iteration 6Q: 3 clusters Score -670813.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -671067.312500 Penalty: 4255.949707
	Iteration 7Q: 3 clusters Score -671067.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -671216.625000 Penalty: 4255.949707
	Iteration 8Q: 3 clusters Score -671216.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -671324.312500 Penalty: 4255.949707
	Iteration 9Q: 3 clusters Score -671324.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -671378.125000 Penalty: 4255.949707
	Iteration 10Q: 3 clusters Score -671378.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -671400.437500 Penalty: 4255.949707
	Iteration 11Q: 3 clusters Score -671400.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -671415.062500 Penalty: 4255.949707
	Iteration 12Q: 3 clusters Score -671415.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -671426.937500 Penalty: 4255.949707
	Iteration 13Q: 3 clusters Score -671426.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -671436.187500 Penalty: 4255.949707
	Iteration 14Q: 3 clusters Score -671436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -671438.187500 Penalty: 4255.949707
	Iteration 15Q: 3 clusters Score -671438.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -671439.625000 Penalty: 4255.949707
	Iteration 16Q: 3 clusters Score -671439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -671441.562500 Penalty: 4255.949707
	Iteration 17Q: 3 clusters Score -671441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -671441.562500 Penalty: 4255.949707
	Iteration 18F: 3 clusters Score -671441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190507 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 73115 members 
Mstep: Class 9 contains 9860 members 
Mstep: Class 10 contains 43552 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208443 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52068 members 
Mstep: Class 15 contains 36210 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 25189 members 
Mstep: Class 20 contains 185576 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80684 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 1752 members 
Entering Unmasked Estep 
Score: -133246504.000000 Penalty: 96125.335938
Splitting cluster 21 changes total score from -133247808.000000 to -133246504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -624662.812500 Penalty: 2107.961182
	Iteration 0F: 2 clusters Score -624662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -620201.562500 Penalty: 4215.922363
	Iteration 0F: 3 clusters Score -620201.6 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -621557.187500 Penalty: 4215.922363
	Iteration 1F: 3 clusters Score -621557.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -622059.625000 Penalty: 4215.922363
	Iteration 2F: 3 clusters Score -622059.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -622450.187500 Penalty: 4215.922363
	Iteration 3F: 3 clusters Score -622450.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -622726.250000 Penalty: 4215.922363
	Iteration 4F: 3 clusters Score -622726.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -622952.750000 Penalty: 4215.922363
	Iteration 5F: 3 clusters Score -622952.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -623093.750000 Penalty: 4215.922363
	Iteration 6Q: 3 clusters Score -623093.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -623203.875000 Penalty: 4215.922363
	Iteration 7Q: 3 clusters Score -623203.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -623280.375000 Penalty: 4215.922363
	Iteration 8Q: 3 clusters Score -623280.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -623344.812500 Penalty: 4215.922363
	Iteration 9Q: 3 clusters Score -623344.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -623387.625000 Penalty: 4215.922363
	Iteration 10Q: 3 clusters Score -623387.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -623413.437500 Penalty: 4215.922363
	Iteration 11Q: 3 clusters Score -623413.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -623427.937500 Penalty: 4215.922363
	Iteration 12Q: 3 clusters Score -623427.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -623433.500000 Penalty: 4215.922363
	Iteration 13Q: 3 clusters Score -623433.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -623440.937500 Penalty: 4215.922363
	Iteration 14Q: 3 clusters Score -623440.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -623447.187500 Penalty: 4215.922363
	Iteration 15Q: 3 clusters Score -623447.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -623451.625000 Penalty: 4215.922363
	Iteration 16Q: 3 clusters Score -623451.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -623459.375000 Penalty: 4215.922363
	Iteration 17Q: 3 clusters Score -623459.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -623462.625000 Penalty: 4215.922363
	Iteration 18Q: 3 clusters Score -623462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -623465.312500 Penalty: 4215.922363
	Iteration 19Q: 3 clusters Score -623465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -623466.500000 Penalty: 4215.922363
	Iteration 20F: 3 clusters Score -623466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -623467.812500 Penalty: 4215.922363
	Iteration 21Q: 3 clusters Score -623467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -623468.937500 Penalty: 4215.922363
	Iteration 22Q: 3 clusters Score -623468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -623470.000000 Penalty: 4215.922363
	Iteration 23Q: 3 clusters Score -623470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -623470.000000 Penalty: 4215.922363
	Iteration 24F: 3 clusters Score -623470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -89492.406250 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -89492.41 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 432 members 
Entering Unmasked Estep 
Score: -87750.015625 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -87750.02 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88047.906250 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -88047.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88452.726562 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -88452.73 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88897.742188 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -88897.74 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -89237.093750 Penalty: 3360.581787
	Iteration 4F: 3 clusters Score -89237.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -89521.453125 Penalty: 3360.581787
	Iteration 5F: 3 clusters Score -89521.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89752.609375 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -89752.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -89850.046875 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -89850.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -89886.195312 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -89886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -89889.281250 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -89889.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -89891.273438 Penalty: 3360.581787
	Iteration 10F: 3 clusters Score -89891.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -89894.375000 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -89894.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -89894.375000 Penalty: 3360.581787
	Iteration 12F: 3 clusters Score -89894.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190507 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 73115 members 
Mstep: Class 9 contains 9860 members 
Mstep: Class 10 contains 43552 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208443 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52068 members 
Mstep: Class 15 contains 36210 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 25189 members 
Mstep: Class 20 contains 185576 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 142 members 
Mstep: Class 24 contains 80684 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 734 members 
Entering Unmasked Estep 
Score: -133246176.000000 Penalty: 96125.335938
Splitting cluster 23 changes total score from -133247808.000000 to -133246176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (80684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Entering Unmasked Estep 
Score: -10792587.000000 Penalty: 2801.977295
	Iteration 0F: 2 clusters Score -1.079259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -10738319.000000 Penalty: 5603.954590
	Iteration 0F: 3 clusters Score -1.073832e+07 nChanged 37969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -10760354.000000 Penalty: 5603.954590
	Iteration 1F: 3 clusters Score -1.076035e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -10761064.000000 Penalty: 5603.954590
	Iteration 2Q: 3 clusters Score -1.076106e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -10761968.000000 Penalty: 5603.954590
	Iteration 3Q: 3 clusters Score -1.076197e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -10763355.000000 Penalty: 5603.954590
	Iteration 4Q: 3 clusters Score -1.076336e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -10765440.000000 Penalty: 5603.954590
	Iteration 5F: 3 clusters Score -1.076544e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -10769109.000000 Penalty: 5603.954590
	Iteration 6F: 3 clusters Score -1.076911e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -10774556.000000 Penalty: 5603.954590
	Iteration 7F: 3 clusters Score -1.077456e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -10780789.000000 Penalty: 5603.954590
	Iteration 8F: 3 clusters Score -1.078079e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -10785802.000000 Penalty: 5603.954590
	Iteration 9F: 3 clusters Score -1.07858e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10788440.000000 Penalty: 5603.954590
	Iteration 10Q: 3 clusters Score -1.078844e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10789395.000000 Penalty: 5603.954590
	Iteration 11Q: 3 clusters Score -1.07894e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80176 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10789752.000000 Penalty: 5603.954590
	Iteration 12Q: 3 clusters Score -1.078975e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10789934.000000 Penalty: 5603.954590
	Iteration 13Q: 3 clusters Score -1.078993e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10790020.000000 Penalty: 5603.954590
	Iteration 14Q: 3 clusters Score -1.079002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10790072.000000 Penalty: 5603.954590
	Iteration 15Q: 3 clusters Score -1.079007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10790092.000000 Penalty: 5603.954590
	Iteration 16Q: 3 clusters Score -1.079009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10790110.000000 Penalty: 5603.954590
	Iteration 17Q: 3 clusters Score -1.079011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10790120.000000 Penalty: 5603.954590
	Iteration 18Q: 3 clusters Score -1.079012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10790119.000000 Penalty: 5603.954590
	Iteration 19Q: 3 clusters Score -1.079012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10790123.000000 Penalty: 5603.954590
	Iteration 20F: 3 clusters Score -1.079012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10790121.000000 Penalty: 5603.954590
	Iteration 21Q: 3 clusters Score -1.079012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10790121.000000 Penalty: 5603.954590
	Iteration 22F: 3 clusters Score -1.079012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -57580.425781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -57580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56059.312500 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -56059.31 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56290.929688 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -56290.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56439.457031 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -56439.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56567.144531 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -56567.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56715.191406 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -56715.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56902.976562 Penalty: 3095.176758
	Iteration 5F: 3 clusters Score -56902.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57223.835938 Penalty: 3095.176758
	Iteration 6F: 3 clusters Score -57223.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57497.867188 Penalty: 3095.176758
	Iteration 7F: 3 clusters Score -57497.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57637.179688 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -57637.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57676.167969 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -57676.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57723.062500 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -57723.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57766.175781 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -57766.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57782.507812 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -57782.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57795.664062 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -57795.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57795.664062 Penalty: 3095.176758
	Iteration 14F: 3 clusters Score -57795.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190507 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 73115 members 
Mstep: Class 9 contains 9860 members 
Mstep: Class 10 contains 43552 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208443 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52068 members 
Mstep: Class 15 contains 36210 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 25189 members 
Mstep: Class 20 contains 185576 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80684 members 
Mstep: Class 25 contains 205 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 308 members 
Entering Unmasked Estep 
Score: -133246088.000000 Penalty: 96125.335938
Splitting cluster 25 changes total score from -133247808.000000 to -133246088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -70781.070312 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -70781.07 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 339 members 
Entering Unmasked Estep 
Score: -69087.296875 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -69087.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69504.632812 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -69504.63 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69907.507812 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -69907.51 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70171.421875 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -70171.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70378.953125 Penalty: 3213.340576
	Iteration 4F: 3 clusters Score -70378.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70429.343750 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -70429.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70458.203125 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -70458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70494.328125 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -70494.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70557.562500 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -70557.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70587.062500 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -70587.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70590.843750 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -70590.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70594.265625 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -70594.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70597.390625 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -70597.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70600.320312 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -70600.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70600.320312 Penalty: 3213.340576
	Iteration 14F: 3 clusters Score -70600.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -69536.039062 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -69536.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67915.898438 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -67915.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68327.023438 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -68327.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68566.695312 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -68566.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68741.820312 Penalty: 3202.557617
	Iteration 3F: 3 clusters Score -68741.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68890.015625 Penalty: 3202.557617
	Iteration 4F: 3 clusters Score -68890.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68963.882812 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -68963.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69002.054688 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -69002.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69112.203125 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -69112.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69206.718750 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -69206.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69232.265625 Penalty: 3202.557617
	Iteration 9Q: 3 clusters Score -69232.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69235.000000 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -69235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69235.000000 Penalty: 3202.557617
	Iteration 11F: 3 clusters Score -69235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190507 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 73115 members 
Mstep: Class 9 contains 9860 members 
Mstep: Class 10 contains 43552 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208443 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52068 members 
Mstep: Class 15 contains 36210 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 25189 members 
Mstep: Class 20 contains 185576 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80684 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247704.000000 Penalty: 92692.289062
Iteration 159Q: 28 clusters Score -1.332477e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190508 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17925 members 
Mstep: Class 7 contains 26527 members 
Mstep: Class 8 contains 73117 members 
Mstep: Class 9 contains 9862 members 
Mstep: Class 10 contains 43551 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208443 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52072 members 
Mstep: Class 15 contains 36211 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34369 members 
Mstep: Class 19 contains 25187 members 
Mstep: Class 20 contains 185577 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80683 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247688.000000 Penalty: 92692.289062
Iteration 160F: 28 clusters Score -1.332477e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190510 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17924 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 73121 members 
Mstep: Class 9 contains 9863 members 
Mstep: Class 10 contains 43549 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208441 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52067 members 
Mstep: Class 15 contains 36212 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34369 members 
Mstep: Class 19 contains 25186 members 
Mstep: Class 20 contains 185586 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80676 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247560.000000 Penalty: 92692.289062
Iteration 161Q: 28 clusters Score -1.332476e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190513 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17923 members 
Mstep: Class 7 contains 26530 members 
Mstep: Class 8 contains 73123 members 
Mstep: Class 9 contains 9864 members 
Mstep: Class 10 contains 43546 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208442 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52059 members 
Mstep: Class 15 contains 36216 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34370 members 
Mstep: Class 19 contains 25185 members 
Mstep: Class 20 contains 185588 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80674 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247520.000000 Penalty: 92692.289062
Iteration 162Q: 28 clusters Score -1.332475e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190516 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17922 members 
Mstep: Class 7 contains 26528 members 
Mstep: Class 8 contains 73121 members 
Mstep: Class 9 contains 9864 members 
Mstep: Class 10 contains 43543 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208444 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52059 members 
Mstep: Class 15 contains 36220 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34369 members 
Mstep: Class 19 contains 25183 members 
Mstep: Class 20 contains 185596 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80668 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247592.000000 Penalty: 92692.289062
Iteration 163Q: 28 clusters Score -1.332476e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190517 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17926 members 
Mstep: Class 7 contains 26527 members 
Mstep: Class 8 contains 73125 members 
Mstep: Class 9 contains 9864 members 
Mstep: Class 10 contains 43543 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208442 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52062 members 
Mstep: Class 15 contains 36221 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34369 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185595 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80662 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247688.000000 Penalty: 92692.289062
Iteration 164Q: 28 clusters Score -1.332477e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190517 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17927 members 
Mstep: Class 7 contains 26527 members 
Mstep: Class 8 contains 73127 members 
Mstep: Class 9 contains 9865 members 
Mstep: Class 10 contains 43540 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208450 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52064 members 
Mstep: Class 15 contains 36221 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34370 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185593 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80656 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247704.000000 Penalty: 92692.289062
Iteration 165Q: 28 clusters Score -1.332477e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190518 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 73127 members 
Mstep: Class 9 contains 9866 members 
Mstep: Class 10 contains 43538 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208449 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52066 members 
Mstep: Class 15 contains 36219 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34370 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185605 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80645 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247640.000000 Penalty: 92692.289062
Iteration 166Q: 28 clusters Score -1.332476e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190519 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 26531 members 
Mstep: Class 8 contains 73126 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 43534 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208455 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52071 members 
Mstep: Class 15 contains 36215 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34370 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 185615 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80632 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247592.000000 Penalty: 92692.289062
Iteration 167Q: 28 clusters Score -1.332476e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190518 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17927 members 
Mstep: Class 7 contains 26533 members 
Mstep: Class 8 contains 73124 members 
Mstep: Class 9 contains 9868 members 
Mstep: Class 10 contains 43531 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208479 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52074 members 
Mstep: Class 15 contains 36218 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34369 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 185604 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80618 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247632.000000 Penalty: 92692.289062
Iteration 168Q: 28 clusters Score -1.332476e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190516 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 26533 members 
Mstep: Class 8 contains 73126 members 
Mstep: Class 9 contains 9869 members 
Mstep: Class 10 contains 43529 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208503 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52074 members 
Mstep: Class 15 contains 36221 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34368 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185592 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80603 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247672.000000 Penalty: 92692.289062
Iteration 169Q: 28 clusters Score -1.332477e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190519 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17930 members 
Mstep: Class 7 contains 26528 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9871 members 
Mstep: Class 10 contains 43527 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208515 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52073 members 
Mstep: Class 15 contains 36225 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34365 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185586 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 4915 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80594 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247608.000000 Penalty: 92692.289062
Iteration 170Q: 28 clusters Score -1.332476e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190518 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17925 members 
Mstep: Class 7 contains 26525 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 43526 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208521 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52079 members 
Mstep: Class 15 contains 36230 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34365 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185584 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 4916 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80584 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247584.000000 Penalty: 92692.289062
Iteration 171Q: 28 clusters Score -1.332476e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190518 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17924 members 
Mstep: Class 7 contains 26523 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 43525 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208516 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52080 members 
Mstep: Class 15 contains 36234 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34365 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185600 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80572 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247576.000000 Penalty: 92692.289062
Iteration 172Q: 28 clusters Score -1.332476e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190519 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17921 members 
Mstep: Class 7 contains 26523 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 43526 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208531 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52080 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25171 members 
Mstep: Class 20 contains 185603 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80553 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247568.000000 Penalty: 92692.289062
Iteration 173Q: 28 clusters Score -1.332476e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190518 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 26523 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9875 members 
Mstep: Class 10 contains 43524 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208543 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52084 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25168 members 
Mstep: Class 20 contains 185598 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80548 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247688.000000 Penalty: 92692.289062
Iteration 174Q: 28 clusters Score -1.332477e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190518 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17921 members 
Mstep: Class 7 contains 26523 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9877 members 
Mstep: Class 10 contains 43523 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208548 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52089 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185593 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80540 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247648.000000 Penalty: 92692.289062
Iteration 175Q: 28 clusters Score -1.332476e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190518 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17922 members 
Mstep: Class 7 contains 26523 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9879 members 
Mstep: Class 10 contains 43523 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208558 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52091 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25165 members 
Mstep: Class 20 contains 185586 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80535 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247568.000000 Penalty: 92692.289062
Iteration 176Q: 28 clusters Score -1.332476e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190520 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17923 members 
Mstep: Class 7 contains 26523 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9881 members 
Mstep: Class 10 contains 43522 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208556 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52093 members 
Mstep: Class 15 contains 36241 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34360 members 
Mstep: Class 19 contains 25166 members 
Mstep: Class 20 contains 185586 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80534 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247656.000000 Penalty: 92692.289062
Iteration 177Q: 28 clusters Score -1.332477e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190522 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17925 members 
Mstep: Class 7 contains 26524 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9881 members 
Mstep: Class 10 contains 43518 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208556 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52094 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185593 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80525 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247664.000000 Penalty: 92692.289062
Iteration 178Q: 28 clusters Score -1.332477e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17927 members 
Mstep: Class 7 contains 26523 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9881 members 
Mstep: Class 10 contains 43515 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208554 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52093 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25165 members 
Mstep: Class 20 contains 185604 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80519 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247648.000000 Penalty: 92692.289062
Iteration 179Q: 28 clusters Score -1.332476e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17927 members 
Mstep: Class 7 contains 26521 members 
Mstep: Class 8 contains 73129 members 
Mstep: Class 9 contains 9881 members 
Mstep: Class 10 contains 43516 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208544 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52097 members 
Mstep: Class 15 contains 36241 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25166 members 
Mstep: Class 20 contains 185615 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80514 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247656.000000 Penalty: 92692.289062
Iteration 180F: 28 clusters Score -1.332477e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17924 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9881 members 
Mstep: Class 10 contains 43517 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208546 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52092 members 
Mstep: Class 15 contains 36241 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25169 members 
Mstep: Class 20 contains 185622 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80510 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247672.000000 Penalty: 92692.289062
Iteration 181Q: 28 clusters Score -1.332477e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17924 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73134 members 
Mstep: Class 9 contains 9883 members 
Mstep: Class 10 contains 43520 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208546 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52092 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185625 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80499 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247672.000000 Penalty: 92692.289062
Iteration 182Q: 28 clusters Score -1.332477e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190523 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17921 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9883 members 
Mstep: Class 10 contains 43519 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208552 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 52099 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 185622 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80495 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247728.000000 Penalty: 92692.289062
Iteration 183Q: 28 clusters Score -1.332477e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190521 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 73137 members 
Mstep: Class 9 contains 9883 members 
Mstep: Class 10 contains 43515 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208561 members 
Mstep: Class 13 contains 13141 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36241 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185622 members 
Mstep: Class 21 contains 5317 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80490 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247720.000000 Penalty: 92692.289062
Iteration 184Q: 28 clusters Score -1.332477e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190520 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17914 members 
Mstep: Class 7 contains 26518 members 
Mstep: Class 8 contains 73134 members 
Mstep: Class 9 contains 9885 members 
Mstep: Class 10 contains 43514 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208559 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185623 members 
Mstep: Class 21 contains 5315 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80493 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247792.000000 Penalty: 92692.289062
Iteration 185Q: 28 clusters Score -1.332478e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190523 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17913 members 
Mstep: Class 7 contains 26518 members 
Mstep: Class 8 contains 73134 members 
Mstep: Class 9 contains 9886 members 
Mstep: Class 10 contains 43514 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208555 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52106 members 
Mstep: Class 15 contains 36250 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 185620 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80493 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247944.000000 Penalty: 92692.289062
Iteration 186Q: 28 clusters Score -1.332479e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17910 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9888 members 
Mstep: Class 10 contains 43509 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208560 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52109 members 
Mstep: Class 15 contains 36250 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185624 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80492 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247920.000000 Penalty: 92692.289062
Iteration 187Q: 28 clusters Score -1.332479e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17909 members 
Mstep: Class 7 contains 26511 members 
Mstep: Class 8 contains 73136 members 
Mstep: Class 9 contains 9890 members 
Mstep: Class 10 contains 43510 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208559 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52108 members 
Mstep: Class 15 contains 36250 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185622 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80494 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247856.000000 Penalty: 92692.289062
Iteration 188Q: 28 clusters Score -1.332479e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17909 members 
Mstep: Class 7 contains 26511 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 9890 members 
Mstep: Class 10 contains 43511 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208559 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52102 members 
Mstep: Class 15 contains 36248 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185626 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80487 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247856.000000 Penalty: 92692.289062
Iteration 189Q: 28 clusters Score -1.332479e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17908 members 
Mstep: Class 7 contains 26508 members 
Mstep: Class 8 contains 73141 members 
Mstep: Class 9 contains 9891 members 
Mstep: Class 10 contains 43511 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208554 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36248 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34360 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185635 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80484 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247840.000000 Penalty: 92692.289062
Iteration 190Q: 28 clusters Score -1.332478e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17908 members 
Mstep: Class 7 contains 26504 members 
Mstep: Class 8 contains 73140 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43509 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208562 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36245 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185638 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80482 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247848.000000 Penalty: 92692.289062
Iteration 191Q: 28 clusters Score -1.332478e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17907 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 73140 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43508 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208566 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52102 members 
Mstep: Class 15 contains 36245 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185642 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80478 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247848.000000 Penalty: 92692.289062
Iteration 192Q: 28 clusters Score -1.332478e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17907 members 
Mstep: Class 7 contains 26499 members 
Mstep: Class 8 contains 73140 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43508 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208573 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52102 members 
Mstep: Class 15 contains 36244 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34365 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185638 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80473 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247888.000000 Penalty: 92692.289062
Iteration 193Q: 28 clusters Score -1.332479e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17907 members 
Mstep: Class 7 contains 26499 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43508 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208588 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36245 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185625 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80468 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247952.000000 Penalty: 92692.289062
Iteration 194Q: 28 clusters Score -1.33248e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17909 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 73138 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43508 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208597 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36247 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185616 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80462 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247984.000000 Penalty: 92692.289062
Iteration 195Q: 28 clusters Score -1.33248e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17908 members 
Mstep: Class 7 contains 26503 members 
Mstep: Class 8 contains 73136 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43503 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208615 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36247 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185611 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80456 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247912.000000 Penalty: 92692.289062
Iteration 196Q: 28 clusters Score -1.332479e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17905 members 
Mstep: Class 7 contains 26504 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43500 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208634 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36247 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185612 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80442 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247928.000000 Penalty: 92692.289062
Iteration 197Q: 28 clusters Score -1.332479e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17902 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73136 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43499 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208650 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52102 members 
Mstep: Class 15 contains 36249 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185607 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80431 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247864.000000 Penalty: 92692.289062
Iteration 198Q: 28 clusters Score -1.332479e+08 nChanged 58
Entering ConstructFrom: 
Score: -133247864.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -323896.437500 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -323896.4 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 1327 members 
Entering Unmasked Estep 
Score: -320814.375000 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -320814.4 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -321455.000000 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -321455 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -321634.937500 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -321634.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -321741.500000 Penalty: 3907.188965
	Iteration 3Q: 3 clusters Score -321741.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321820.937500 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -321820.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -321870.000000 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -321870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -321910.125000 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -321910.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -321944.656250 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -321944.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -321977.062500 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -321977.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -322010.156250 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -322010.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -322048.250000 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -322048.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -322089.218750 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -322089.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -322132.406250 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -322132.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -322162.062500 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -322162.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -322184.718750 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -322184.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -322194.531250 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -322194.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -322200.875000 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -322200.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -322209.437500 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -322209.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -322218.125000 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -322218.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -322226.656250 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -322226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -322233.093750 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -322233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -322237.437500 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -322237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -322239.656250 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -322239.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -322243.875000 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -322243.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -322247.437500 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -322247.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -322253.906250 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -322253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -322256.343750 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -322256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322257.468750 Penalty: 3907.188965
	Iteration 27Q: 3 clusters Score -322257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322257.468750 Penalty: 3907.188965
	Iteration 28F: 3 clusters Score -322257.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -267458.031250 Penalty: 1897.123779
	Iteration 0F: 2 clusters Score -267458 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 1048 members 
Entering Unmasked Estep 
Score: -264816.218750 Penalty: 3794.247559
	Iteration 0F: 3 clusters Score -264816.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -265456.062500 Penalty: 3794.247559
	Iteration 1F: 3 clusters Score -265456.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -265687.562500 Penalty: 3794.247559
	Iteration 2F: 3 clusters Score -265687.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -265836.250000 Penalty: 3794.247559
	Iteration 3F: 3 clusters Score -265836.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -266022.781250 Penalty: 3794.247559
	Iteration 4Q: 3 clusters Score -266022.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -266181.187500 Penalty: 3794.247559
	Iteration 5Q: 3 clusters Score -266181.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -266278.500000 Penalty: 3794.247559
	Iteration 6Q: 3 clusters Score -266278.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -266341.875000 Penalty: 3794.247559
	Iteration 7Q: 3 clusters Score -266341.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -266392.250000 Penalty: 3794.247559
	Iteration 8Q: 3 clusters Score -266392.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -266448.406250 Penalty: 3794.247559
	Iteration 9Q: 3 clusters Score -266448.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -266518.593750 Penalty: 3794.247559
	Iteration 10Q: 3 clusters Score -266518.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -266568.875000 Penalty: 3794.247559
	Iteration 11Q: 3 clusters Score -266568.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -266612.312500 Penalty: 3794.247559
	Iteration 12Q: 3 clusters Score -266612.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -266633.468750 Penalty: 3794.247559
	Iteration 13Q: 3 clusters Score -266633.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -266656.187500 Penalty: 3794.247559
	Iteration 14Q: 3 clusters Score -266656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -266662.562500 Penalty: 3794.247559
	Iteration 15Q: 3 clusters Score -266662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -266668.562500 Penalty: 3794.247559
	Iteration 16Q: 3 clusters Score -266668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -266673.468750 Penalty: 3794.247559
	Iteration 17Q: 3 clusters Score -266673.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -266679.187500 Penalty: 3794.247559
	Iteration 18Q: 3 clusters Score -266679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -266682.031250 Penalty: 3794.247559
	Iteration 19Q: 3 clusters Score -266682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -266688.406250 Penalty: 3794.247559
	Iteration 20F: 3 clusters Score -266688.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -266696.156250 Penalty: 3794.247559
	Iteration 21Q: 3 clusters Score -266696.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -266702.750000 Penalty: 3794.247559
	Iteration 22Q: 3 clusters Score -266702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -266707.406250 Penalty: 3794.247559
	Iteration 23Q: 3 clusters Score -266707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -266709.343750 Penalty: 3794.247559
	Iteration 24Q: 3 clusters Score -266709.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -266719.812500 Penalty: 3794.247559
	Iteration 25Q: 3 clusters Score -266719.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -266732.531250 Penalty: 3794.247559
	Iteration 26Q: 3 clusters Score -266732.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -266736.343750 Penalty: 3794.247559
	Iteration 27Q: 3 clusters Score -266736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -266741.000000 Penalty: 3794.247559
	Iteration 28Q: 3 clusters Score -266741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -266746.750000 Penalty: 3794.247559
	Iteration 29Q: 3 clusters Score -266746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -266750.718750 Penalty: 3794.247559
	Iteration 30Q: 3 clusters Score -266750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -266752.250000 Penalty: 3794.247559
	Iteration 31Q: 3 clusters Score -266752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -266753.812500 Penalty: 3794.247559
	Iteration 32Q: 3 clusters Score -266753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -266754.156250 Penalty: 3794.247559
	Iteration 33Q: 3 clusters Score -266754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -266754.937500 Penalty: 3794.247559
	Iteration 34Q: 3 clusters Score -266754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -266755.875000 Penalty: 3794.247559
	Iteration 35Q: 3 clusters Score -266755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -266755.875000 Penalty: 3794.247559
	Iteration 36F: 3 clusters Score -266755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (190526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190526 members 
Entering Unmasked Estep 
Score: -25213882.000000 Penalty: 3015.071045
	Iteration 0F: 2 clusters Score -2.521388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -25105418.000000 Penalty: 6030.142090
	Iteration 0F: 3 clusters Score -2.510542e+07 nChanged 91442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -25159344.000000 Penalty: 6030.142090
	Iteration 1F: 3 clusters Score -2.515934e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -25160208.000000 Penalty: 6030.142090
	Iteration 2Q: 3 clusters Score -2.516021e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 94451 members 
Entering Unmasked Estep 
Score: -25161610.000000 Penalty: 6030.142090
	Iteration 3Q: 3 clusters Score -2.516161e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -25163302.000000 Penalty: 6030.142090
	Iteration 4Q: 3 clusters Score -2.51633e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -25166084.000000 Penalty: 6030.142090
	Iteration 5Q: 3 clusters Score -2.516608e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -25170762.000000 Penalty: 6030.142090
	Iteration 6Q: 3 clusters Score -2.517076e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -25177734.000000 Penalty: 6030.142090
	Iteration 7F: 3 clusters Score -2.517773e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -25186592.000000 Penalty: 6030.142090
	Iteration 8F: 3 clusters Score -2.518659e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
Score: -25194150.000000 Penalty: 6030.142090
	Iteration 9F: 3 clusters Score -2.519415e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -25197654.000000 Penalty: 6030.142090
	Iteration 10Q: 3 clusters Score -2.519765e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -25198850.000000 Penalty: 6030.142090
	Iteration 11Q: 3 clusters Score -2.519885e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 97969 members 
Entering Unmasked Estep 
Score: -25199234.000000 Penalty: 6030.142090
	Iteration 12Q: 3 clusters Score -2.519923e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -25199614.000000 Penalty: 6030.142090
	Iteration 13Q: 3 clusters Score -2.519961e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -25199918.000000 Penalty: 6030.142090
	Iteration 14Q: 3 clusters Score -2.519992e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -25200030.000000 Penalty: 6030.142090
	Iteration 15Q: 3 clusters Score -2.520003e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -25200140.000000 Penalty: 6030.142090
	Iteration 16Q: 3 clusters Score -2.520014e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 100620 members 
Entering Unmasked Estep 
Score: -25200234.000000 Penalty: 6030.142090
	Iteration 17Q: 3 clusters Score -2.520023e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -25200560.000000 Penalty: 6030.142090
	Iteration 18Q: 3 clusters Score -2.520056e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -25200930.000000 Penalty: 6030.142090
	Iteration 19Q: 3 clusters Score -2.520093e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87760 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -25201336.000000 Penalty: 6030.142090
	Iteration 20F: 3 clusters Score -2.520134e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -25201704.000000 Penalty: 6030.142090
	Iteration 21Q: 3 clusters Score -2.52017e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -25202040.000000 Penalty: 6030.142090
	Iteration 22Q: 3 clusters Score -2.520204e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -25202318.000000 Penalty: 6030.142090
	Iteration 23Q: 3 clusters Score -2.520232e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 106381 members 
Entering Unmasked Estep 
Score: -25202736.000000 Penalty: 6030.142090
	Iteration 24Q: 3 clusters Score -2.520274e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -25203336.000000 Penalty: 6030.142090
	Iteration 25Q: 3 clusters Score -2.520334e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 108710 members 
Entering Unmasked Estep 
Score: -25203904.000000 Penalty: 6030.142090
	Iteration 26Q: 3 clusters Score -2.52039e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 110066 members 
Entering Unmasked Estep 
Score: -25204428.000000 Penalty: 6030.142090
	Iteration 27Q: 3 clusters Score -2.520443e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -25205116.000000 Penalty: 6030.142090
	Iteration 28Q: 3 clusters Score -2.520512e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -25205640.000000 Penalty: 6030.142090
	Iteration 29Q: 3 clusters Score -2.520564e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 114833 members 
Entering Unmasked Estep 
Score: -25206184.000000 Penalty: 6030.142090
	Iteration 30Q: 3 clusters Score -2.520618e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 116525 members 
Entering Unmasked Estep 
Score: -25206954.000000 Penalty: 6030.142090
	Iteration 31Q: 3 clusters Score -2.520695e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
Score: -25207720.000000 Penalty: 6030.142090
	Iteration 32Q: 3 clusters Score -2.520772e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -25208378.000000 Penalty: 6030.142090
	Iteration 33Q: 3 clusters Score -2.520838e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 121703 members 
Entering Unmasked Estep 
Score: -25209014.000000 Penalty: 6030.142090
	Iteration 34Q: 3 clusters Score -2.520901e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 123373 members 
Entering Unmasked Estep 
Score: -25209698.000000 Penalty: 6030.142090
	Iteration 35Q: 3 clusters Score -2.52097e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 124949 members 
Entering Unmasked Estep 
Score: -25210010.000000 Penalty: 6030.142090
	Iteration 36Q: 3 clusters Score -2.521001e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 126461 members 
Entering Unmasked Estep 
Score: -25210426.000000 Penalty: 6030.142090
	Iteration 37Q: 3 clusters Score -2.521043e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 127943 members 
Entering Unmasked Estep 
Score: -25210848.000000 Penalty: 6030.142090
	Iteration 38Q: 3 clusters Score -2.521085e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 129350 members 
Entering Unmasked Estep 
Score: -25211170.000000 Penalty: 6030.142090
	Iteration 39Q: 3 clusters Score -2.521117e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 130806 members 
Entering Unmasked Estep 
Score: -25211450.000000 Penalty: 6030.142090
	Iteration 40F: 3 clusters Score -2.521145e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 132335 members 
Entering Unmasked Estep 
Score: -25211718.000000 Penalty: 6030.142090
	Iteration 41Q: 3 clusters Score -2.521172e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -25211922.000000 Penalty: 6030.142090
	Iteration 42Q: 3 clusters Score -2.521192e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 135309 members 
Entering Unmasked Estep 
Score: -25212114.000000 Penalty: 6030.142090
	Iteration 43Q: 3 clusters Score -2.521211e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 136780 members 
Entering Unmasked Estep 
Score: -25212132.000000 Penalty: 6030.142090
	Iteration 44Q: 3 clusters Score -2.521213e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 138229 members 
Entering Unmasked Estep 
Score: -25212370.000000 Penalty: 6030.142090
	Iteration 45Q: 3 clusters Score -2.521237e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 139713 members 
Entering Unmasked Estep 
Score: -25212476.000000 Penalty: 6030.142090
	Iteration 46Q: 3 clusters Score -2.521248e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 141174 members 
Entering Unmasked Estep 
Score: -25212540.000000 Penalty: 6030.142090
	Iteration 47Q: 3 clusters Score -2.521254e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 142659 members 
Entering Unmasked Estep 
Score: -25212648.000000 Penalty: 6030.142090
	Iteration 48Q: 3 clusters Score -2.521265e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 144085 members 
Entering Unmasked Estep 
Score: -25212868.000000 Penalty: 6030.142090
	Iteration 49Q: 3 clusters Score -2.521287e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 145485 members 
Entering Unmasked Estep 
Score: -25213014.000000 Penalty: 6030.142090
	Iteration 50Q: 3 clusters Score -2.521301e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 146901 members 
Entering Unmasked Estep 
Score: -25213132.000000 Penalty: 6030.142090
	Iteration 51Q: 3 clusters Score -2.521313e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 148333 members 
Entering Unmasked Estep 
Score: -25213348.000000 Penalty: 6030.142090
	Iteration 52Q: 3 clusters Score -2.521335e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 149772 members 
Entering Unmasked Estep 
Score: -25213544.000000 Penalty: 6030.142090
	Iteration 53Q: 3 clusters Score -2.521354e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 151240 members 
Entering Unmasked Estep 
Score: -25213858.000000 Penalty: 6030.142090
	Iteration 54Q: 3 clusters Score -2.521386e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 152730 members 
Entering Unmasked Estep 
Score: -25214164.000000 Penalty: 6030.142090
	Iteration 55Q: 3 clusters Score -2.521416e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 154218 members 
Entering Unmasked Estep 
Score: -25214396.000000 Penalty: 6030.142090
	Iteration 56Q: 3 clusters Score -2.52144e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 155753 members 
Entering Unmasked Estep 
Score: -25214714.000000 Penalty: 6030.142090
	Iteration 57Q: 3 clusters Score -2.521471e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 157313 members 
Entering Unmasked Estep 
Score: -25214988.000000 Penalty: 6030.142090
	Iteration 58Q: 3 clusters Score -2.521499e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 158878 members 
Entering Unmasked Estep 
Score: -25215286.000000 Penalty: 6030.142090
	Iteration 59Q: 3 clusters Score -2.521529e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 160439 members 
Entering Unmasked Estep 
Score: -25215490.000000 Penalty: 6030.142090
	Iteration 60F: 3 clusters Score -2.521549e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -25215644.000000 Penalty: 6030.142090
	Iteration 61Q: 3 clusters Score -2.521564e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 163497 members 
Entering Unmasked Estep 
Score: -25215874.000000 Penalty: 6030.142090
	Iteration 62Q: 3 clusters Score -2.521587e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 165002 members 
Entering Unmasked Estep 
Score: -25215988.000000 Penalty: 6030.142090
	Iteration 63Q: 3 clusters Score -2.521599e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -25215980.000000 Penalty: 6030.142090
	Iteration 64Q: 3 clusters Score -2.521598e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 167702 members 
Entering Unmasked Estep 
Score: -25215890.000000 Penalty: 6030.142090
	Iteration 65Q: 3 clusters Score -2.521589e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 168945 members 
Entering Unmasked Estep 
Score: -25215856.000000 Penalty: 6030.142090
	Iteration 66Q: 3 clusters Score -2.521586e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 170132 members 
Entering Unmasked Estep 
Score: -25215772.000000 Penalty: 6030.142090
	Iteration 67Q: 3 clusters Score -2.521577e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -25215754.000000 Penalty: 6030.142090
	Iteration 68Q: 3 clusters Score -2.521575e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 172281 members 
Entering Unmasked Estep 
Score: -25215752.000000 Penalty: 6030.142090
	Iteration 69Q: 3 clusters Score -2.521575e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 173251 members 
Entering Unmasked Estep 
Score: -25215626.000000 Penalty: 6030.142090
	Iteration 70Q: 3 clusters Score -2.521563e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -25215472.000000 Penalty: 6030.142090
	Iteration 71Q: 3 clusters Score -2.521547e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 175091 members 
Entering Unmasked Estep 
Score: -25215322.000000 Penalty: 6030.142090
	Iteration 72Q: 3 clusters Score -2.521532e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 176010 members 
Entering Unmasked Estep 
Score: -25215254.000000 Penalty: 6030.142090
	Iteration 73Q: 3 clusters Score -2.521525e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 176893 members 
Entering Unmasked Estep 
Score: -25214984.000000 Penalty: 6030.142090
	Iteration 74Q: 3 clusters Score -2.521498e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 177751 members 
Entering Unmasked Estep 
Score: -25214860.000000 Penalty: 6030.142090
	Iteration 75Q: 3 clusters Score -2.521486e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 178546 members 
Entering Unmasked Estep 
Score: -25214668.000000 Penalty: 6030.142090
	Iteration 76Q: 3 clusters Score -2.521467e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 179272 members 
Entering Unmasked Estep 
Score: -25214522.000000 Penalty: 6030.142090
	Iteration 77Q: 3 clusters Score -2.521452e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 179912 members 
Entering Unmasked Estep 
Score: -25214408.000000 Penalty: 6030.142090
	Iteration 78Q: 3 clusters Score -2.521441e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 180507 members 
Entering Unmasked Estep 
Score: -25214320.000000 Penalty: 6030.142090
	Iteration 79Q: 3 clusters Score -2.521432e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 181084 members 
Entering Unmasked Estep 
Score: -25214108.000000 Penalty: 6030.142090
	Iteration 80F: 3 clusters Score -2.521411e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 181635 members 
Entering Unmasked Estep 
Score: -25213986.000000 Penalty: 6030.142090
	Iteration 81Q: 3 clusters Score -2.521399e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 182131 members 
Entering Unmasked Estep 
Score: -25213806.000000 Penalty: 6030.142090
	Iteration 82Q: 3 clusters Score -2.521381e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 182589 members 
Entering Unmasked Estep 
Score: -25213650.000000 Penalty: 6030.142090
	Iteration 83Q: 3 clusters Score -2.521365e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 183030 members 
Entering Unmasked Estep 
Score: -25213520.000000 Penalty: 6030.142090
	Iteration 84Q: 3 clusters Score -2.521352e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 183416 members 
Entering Unmasked Estep 
Score: -25213392.000000 Penalty: 6030.142090
	Iteration 85Q: 3 clusters Score -2.521339e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 183737 members 
Entering Unmasked Estep 
Score: -25213368.000000 Penalty: 6030.142090
	Iteration 86Q: 3 clusters Score -2.521337e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 184063 members 
Entering Unmasked Estep 
Score: -25213292.000000 Penalty: 6030.142090
	Iteration 87Q: 3 clusters Score -2.521329e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 184359 members 
Entering Unmasked Estep 
Score: -25213230.000000 Penalty: 6030.142090
	Iteration 88Q: 3 clusters Score -2.521323e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 184635 members 
Entering Unmasked Estep 
Score: -25213148.000000 Penalty: 6030.142090
	Iteration 89Q: 3 clusters Score -2.521315e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 184908 members 
Entering Unmasked Estep 
Score: -25213108.000000 Penalty: 6030.142090
	Iteration 90Q: 3 clusters Score -2.521311e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 185155 members 
Entering Unmasked Estep 
Score: -25213056.000000 Penalty: 6030.142090
	Iteration 91Q: 3 clusters Score -2.521306e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 185381 members 
Entering Unmasked Estep 
Score: -25213018.000000 Penalty: 6030.142090
	Iteration 92Q: 3 clusters Score -2.521302e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 185568 members 
Entering Unmasked Estep 
Score: -25213004.000000 Penalty: 6030.142090
	Iteration 93Q: 3 clusters Score -2.5213e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 185767 members 
Entering Unmasked Estep 
Score: -25212994.000000 Penalty: 6030.142090
	Iteration 94Q: 3 clusters Score -2.521299e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 185944 members 
Entering Unmasked Estep 
Score: -25212962.000000 Penalty: 6030.142090
	Iteration 95Q: 3 clusters Score -2.521296e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 186109 members 
Entering Unmasked Estep 
Score: -25213000.000000 Penalty: 6030.142090
	Iteration 96Q: 3 clusters Score -2.5213e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 186287 members 
Entering Unmasked Estep 
Score: -25212902.000000 Penalty: 6030.142090
	Iteration 97Q: 3 clusters Score -2.52129e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 186462 members 
Entering Unmasked Estep 
Score: -25212798.000000 Penalty: 6030.142090
	Iteration 98Q: 3 clusters Score -2.52128e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 186656 members 
Entering Unmasked Estep 
Score: -25212822.000000 Penalty: 6030.142090
	Iteration 99Q: 3 clusters Score -2.521282e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 186814 members 
Entering Unmasked Estep 
Score: -25212710.000000 Penalty: 6030.142090
	Iteration 100F: 3 clusters Score -2.521271e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 186948 members 
Entering Unmasked Estep 
Score: -25212706.000000 Penalty: 6030.142090
	Iteration 101Q: 3 clusters Score -2.521271e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 187070 members 
Entering Unmasked Estep 
Score: -25212722.000000 Penalty: 6030.142090
	Iteration 102Q: 3 clusters Score -2.521272e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 187184 members 
Entering Unmasked Estep 
Score: -25212690.000000 Penalty: 6030.142090
	Iteration 103Q: 3 clusters Score -2.521269e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 187285 members 
Entering Unmasked Estep 
Score: -25212664.000000 Penalty: 6030.142090
	Iteration 104Q: 3 clusters Score -2.521266e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 187386 members 
Entering Unmasked Estep 
Score: -25212632.000000 Penalty: 6030.142090
	Iteration 105Q: 3 clusters Score -2.521263e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 187475 members 
Entering Unmasked Estep 
Score: -25212648.000000 Penalty: 6030.142090
	Iteration 106Q: 3 clusters Score -2.521265e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 187550 members 
Entering Unmasked Estep 
Score: -25212628.000000 Penalty: 6030.142090
	Iteration 107Q: 3 clusters Score -2.521263e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 187625 members 
Entering Unmasked Estep 
Score: -25212640.000000 Penalty: 6030.142090
	Iteration 108Q: 3 clusters Score -2.521264e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 187696 members 
Entering Unmasked Estep 
Score: -25212622.000000 Penalty: 6030.142090
	Iteration 109Q: 3 clusters Score -2.521262e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 187765 members 
Entering Unmasked Estep 
Score: -25212616.000000 Penalty: 6030.142090
	Iteration 110Q: 3 clusters Score -2.521262e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 187821 members 
Entering Unmasked Estep 
Score: -25212596.000000 Penalty: 6030.142090
	Iteration 111Q: 3 clusters Score -2.52126e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 187880 members 
Entering Unmasked Estep 
Score: -25212594.000000 Penalty: 6030.142090
	Iteration 112Q: 3 clusters Score -2.521259e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 187925 members 
Entering Unmasked Estep 
Score: -25212596.000000 Penalty: 6030.142090
	Iteration 113Q: 3 clusters Score -2.52126e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 187961 members 
Entering Unmasked Estep 
Score: -25212580.000000 Penalty: 6030.142090
	Iteration 114Q: 3 clusters Score -2.521258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 188000 members 
Entering Unmasked Estep 
Score: -25212570.000000 Penalty: 6030.142090
	Iteration 115Q: 3 clusters Score -2.521257e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 188037 members 
Entering Unmasked Estep 
Score: -25212540.000000 Penalty: 6030.142090
	Iteration 116Q: 3 clusters Score -2.521254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 188076 members 
Entering Unmasked Estep 
Score: -25212574.000000 Penalty: 6030.142090
	Iteration 117Q: 3 clusters Score -2.521257e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 188103 members 
Entering Unmasked Estep 
Score: -25212558.000000 Penalty: 6030.142090
	Iteration 118Q: 3 clusters Score -2.521256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 188133 members 
Entering Unmasked Estep 
Score: -25212530.000000 Penalty: 6030.142090
	Iteration 119Q: 3 clusters Score -2.521253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 188150 members 
Entering Unmasked Estep 
Score: -25212548.000000 Penalty: 6030.142090
	Iteration 120F: 3 clusters Score -2.521255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 188167 members 
Entering Unmasked Estep 
Score: -25212524.000000 Penalty: 6030.142090
	Iteration 121Q: 3 clusters Score -2.521252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 188179 members 
Entering Unmasked Estep 
Score: -25212536.000000 Penalty: 6030.142090
	Iteration 122Q: 3 clusters Score -2.521254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 188187 members 
Entering Unmasked Estep 
Score: -25212532.000000 Penalty: 6030.142090
	Iteration 123Q: 3 clusters Score -2.521253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 188206 members 
Entering Unmasked Estep 
Score: -25212528.000000 Penalty: 6030.142090
	Iteration 124Q: 3 clusters Score -2.521253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 188221 members 
Entering Unmasked Estep 
Score: -25212522.000000 Penalty: 6030.142090
	Iteration 125Q: 3 clusters Score -2.521252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 188235 members 
Entering Unmasked Estep 
Score: -25212536.000000 Penalty: 6030.142090
	Iteration 126Q: 3 clusters Score -2.521254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 188247 members 
Entering Unmasked Estep 
Score: -25212544.000000 Penalty: 6030.142090
	Iteration 127Q: 3 clusters Score -2.521254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 188255 members 
Entering Unmasked Estep 
Score: -25212544.000000 Penalty: 6030.142090
	Iteration 128Q: 3 clusters Score -2.521254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 188266 members 
Entering Unmasked Estep 
Score: -25212548.000000 Penalty: 6030.142090
	Iteration 129Q: 3 clusters Score -2.521255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 188284 members 
Entering Unmasked Estep 
Score: -25212560.000000 Penalty: 6030.142090
	Iteration 130Q: 3 clusters Score -2.521256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 188302 members 
Entering Unmasked Estep 
Score: -25212564.000000 Penalty: 6030.142090
	Iteration 131Q: 3 clusters Score -2.521256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 188317 members 
Entering Unmasked Estep 
Score: -25212568.000000 Penalty: 6030.142090
	Iteration 132Q: 3 clusters Score -2.521257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 188334 members 
Entering Unmasked Estep 
Score: -25212564.000000 Penalty: 6030.142090
	Iteration 133Q: 3 clusters Score -2.521256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 188351 members 
Entering Unmasked Estep 
Score: -25212568.000000 Penalty: 6030.142090
	Iteration 134Q: 3 clusters Score -2.521257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 188362 members 
Entering Unmasked Estep 
Score: -25212568.000000 Penalty: 6030.142090
	Iteration 135Q: 3 clusters Score -2.521257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 188371 members 
Entering Unmasked Estep 
Score: -25212586.000000 Penalty: 6030.142090
	Iteration 136Q: 3 clusters Score -2.521259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
Score: -25212570.000000 Penalty: 6030.142090
	Iteration 137Q: 3 clusters Score -2.521257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 188393 members 
Entering Unmasked Estep 
Score: -25212570.000000 Penalty: 6030.142090
	Iteration 138Q: 3 clusters Score -2.521257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 188406 members 
Entering Unmasked Estep 
Score: -25212564.000000 Penalty: 6030.142090
	Iteration 139Q: 3 clusters Score -2.521256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 188416 members 
Entering Unmasked Estep 
Score: -25212564.000000 Penalty: 6030.142090
	Iteration 140F: 3 clusters Score -2.521256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 188426 members 
Entering Unmasked Estep 
Score: -25212580.000000 Penalty: 6030.142090
	Iteration 141Q: 3 clusters Score -2.521258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 188432 members 
Entering Unmasked Estep 
Score: -25212558.000000 Penalty: 6030.142090
	Iteration 142Q: 3 clusters Score -2.521256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 188441 members 
Entering Unmasked Estep 
Score: -25212566.000000 Penalty: 6030.142090
	Iteration 143Q: 3 clusters Score -2.521257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 188449 members 
Entering Unmasked Estep 
Score: -25212574.000000 Penalty: 6030.142090
	Iteration 144Q: 3 clusters Score -2.521257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 188458 members 
Entering Unmasked Estep 
Score: -25212572.000000 Penalty: 6030.142090
	Iteration 145Q: 3 clusters Score -2.521257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 188470 members 
Entering Unmasked Estep 
Score: -25212576.000000 Penalty: 6030.142090
	Iteration 146Q: 3 clusters Score -2.521258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 188482 members 
Entering Unmasked Estep 
Score: -25212562.000000 Penalty: 6030.142090
	Iteration 147Q: 3 clusters Score -2.521256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 188493 members 
Entering Unmasked Estep 
Score: -25212586.000000 Penalty: 6030.142090
	Iteration 148Q: 3 clusters Score -2.521259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 188501 members 
Entering Unmasked Estep 
Score: -25212582.000000 Penalty: 6030.142090
	Iteration 149Q: 3 clusters Score -2.521258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 188508 members 
Entering Unmasked Estep 
Score: -25212560.000000 Penalty: 6030.142090
	Iteration 150Q: 3 clusters Score -2.521256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 188514 members 
Entering Unmasked Estep 
Score: -25212550.000000 Penalty: 6030.142090
	Iteration 151Q: 3 clusters Score -2.521255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 188520 members 
Entering Unmasked Estep 
Score: -25212564.000000 Penalty: 6030.142090
	Iteration 152Q: 3 clusters Score -2.521256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 188528 members 
Entering Unmasked Estep 
Score: -25212560.000000 Penalty: 6030.142090
	Iteration 153Q: 3 clusters Score -2.521256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 188533 members 
Entering Unmasked Estep 
Score: -25212574.000000 Penalty: 6030.142090
	Iteration 154Q: 3 clusters Score -2.521257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 188541 members 
Entering Unmasked Estep 
Score: -25212552.000000 Penalty: 6030.142090
	Iteration 155Q: 3 clusters Score -2.521255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 188545 members 
Entering Unmasked Estep 
Score: -25212548.000000 Penalty: 6030.142090
	Iteration 156Q: 3 clusters Score -2.521255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 188547 members 
Entering Unmasked Estep 
Score: -25212546.000000 Penalty: 6030.142090
	Iteration 157Q: 3 clusters Score -2.521255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 188550 members 
Entering Unmasked Estep 
Score: -25212528.000000 Penalty: 6030.142090
	Iteration 158Q: 3 clusters Score -2.521253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 188550 members 
Entering Unmasked Estep 
Score: -25212528.000000 Penalty: 6030.142090
	Iteration 159F: 3 clusters Score -2.521253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Entering Unmasked Estep 
Score: -1272904.125000 Penalty: 2281.120361
	Iteration 0F: 2 clusters Score -1272904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1265332.250000 Penalty: 4562.240723
	Iteration 0F: 3 clusters Score -1265332 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1267547.125000 Penalty: 4562.240723
	Iteration 1F: 3 clusters Score -1267547 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1267801.125000 Penalty: 4562.240723
	Iteration 2F: 3 clusters Score -1267801 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1267972.250000 Penalty: 4562.240723
	Iteration 3Q: 3 clusters Score -1267972 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1268114.875000 Penalty: 4562.240723
	Iteration 4Q: 3 clusters Score -1268115 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1268237.250000 Penalty: 4562.240723
	Iteration 5Q: 3 clusters Score -1268237 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1268368.250000 Penalty: 4562.240723
	Iteration 6Q: 3 clusters Score -1268368 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1268498.625000 Penalty: 4562.240723
	Iteration 7Q: 3 clusters Score -1268499 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1268617.750000 Penalty: 4562.240723
	Iteration 8Q: 3 clusters Score -1268618 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1268751.500000 Penalty: 4562.240723
	Iteration 9Q: 3 clusters Score -1268752 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1268924.250000 Penalty: 4562.240723
	Iteration 10Q: 3 clusters Score -1268924 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1269143.750000 Penalty: 4562.240723
	Iteration 11Q: 3 clusters Score -1269144 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1269422.250000 Penalty: 4562.240723
	Iteration 12Q: 3 clusters Score -1269422 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1269726.125000 Penalty: 4562.240723
	Iteration 13Q: 3 clusters Score -1269726 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1269984.375000 Penalty: 4562.240723
	Iteration 14Q: 3 clusters Score -1269984 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1270167.000000 Penalty: 4562.240723
	Iteration 15Q: 3 clusters Score -1270167 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1270303.375000 Penalty: 4562.240723
	Iteration 16Q: 3 clusters Score -1270303 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1270396.875000 Penalty: 4562.240723
	Iteration 17Q: 3 clusters Score -1270397 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1270469.500000 Penalty: 4562.240723
	Iteration 18Q: 3 clusters Score -1270470 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1270534.000000 Penalty: 4562.240723
	Iteration 19Q: 3 clusters Score -1270534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1270575.750000 Penalty: 4562.240723
	Iteration 20F: 3 clusters Score -1270576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1270621.625000 Penalty: 4562.240723
	Iteration 21Q: 3 clusters Score -1270622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1270657.500000 Penalty: 4562.240723
	Iteration 22Q: 3 clusters Score -1270658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1270688.250000 Penalty: 4562.240723
	Iteration 23Q: 3 clusters Score -1270688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1270715.000000 Penalty: 4562.240723
	Iteration 24Q: 3 clusters Score -1270715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1270731.250000 Penalty: 4562.240723
	Iteration 25Q: 3 clusters Score -1270731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1270747.125000 Penalty: 4562.240723
	Iteration 26Q: 3 clusters Score -1270747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1270762.125000 Penalty: 4562.240723
	Iteration 27Q: 3 clusters Score -1270762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1270778.250000 Penalty: 4562.240723
	Iteration 28Q: 3 clusters Score -1270778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1270789.875000 Penalty: 4562.240723
	Iteration 29Q: 3 clusters Score -1270790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1270800.500000 Penalty: 4562.240723
	Iteration 30Q: 3 clusters Score -1270800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1270814.625000 Penalty: 4562.240723
	Iteration 31Q: 3 clusters Score -1270815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1270821.500000 Penalty: 4562.240723
	Iteration 32Q: 3 clusters Score -1270822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1270828.000000 Penalty: 4562.240723
	Iteration 33Q: 3 clusters Score -1270828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1270831.500000 Penalty: 4562.240723
	Iteration 34Q: 3 clusters Score -1270832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1270833.750000 Penalty: 4562.240723
	Iteration 35Q: 3 clusters Score -1270834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1270836.375000 Penalty: 4562.240723
	Iteration 36Q: 3 clusters Score -1270836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1270838.375000 Penalty: 4562.240723
	Iteration 37Q: 3 clusters Score -1270838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1270839.875000 Penalty: 4562.240723
	Iteration 38Q: 3 clusters Score -1270840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1270841.250000 Penalty: 4562.240723
	Iteration 39Q: 3 clusters Score -1270841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1270842.625000 Penalty: 4562.240723
	Iteration 40F: 3 clusters Score -1270843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1270842.250000 Penalty: 4562.240723
	Iteration 41Q: 3 clusters Score -1270842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1270841.500000 Penalty: 4562.240723
	Iteration 42Q: 3 clusters Score -1270842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1270844.875000 Penalty: 4562.240723
	Iteration 43Q: 3 clusters Score -1270845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1270844.750000 Penalty: 4562.240723
	Iteration 44Q: 3 clusters Score -1270845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1270846.125000 Penalty: 4562.240723
	Iteration 45Q: 3 clusters Score -1270846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1270849.500000 Penalty: 4562.240723
	Iteration 46Q: 3 clusters Score -1270850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1270849.500000 Penalty: 4562.240723
	Iteration 47F: 3 clusters Score -1270850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -60133.117188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -60133.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58601.140625 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -58601.14 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58928.304688 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -58928.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59117.015625 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -59117.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59237.714844 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -59237.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59296.285156 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -59296.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59342.750000 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -59342.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59365.332031 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -59365.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59405.027344 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -59405.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59451.269531 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -59451.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59460.730469 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -59460.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59470.234375 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -59470.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59476.867188 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -59476.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59483.968750 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -59483.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59484.843750 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -59484.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59485.394531 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -59485.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59485.394531 Penalty: 3102.852051
	Iteration 15F: 3 clusters Score -59485.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Entering Unmasked Estep 
Score: -2415799.250000 Penalty: 2428.567871
	Iteration 0F: 2 clusters Score -2415799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2402903.000000 Penalty: 4857.135742
	Iteration 0F: 3 clusters Score -2402903 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2407550.000000 Penalty: 4857.135742
	Iteration 1F: 3 clusters Score -2407550 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2408343.500000 Penalty: 4857.135742
	Iteration 2F: 3 clusters Score -2408344 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2409174.750000 Penalty: 4857.135742
	Iteration 3F: 3 clusters Score -2409175 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2410137.000000 Penalty: 4857.135742
	Iteration 4F: 3 clusters Score -2410137 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2411220.000000 Penalty: 4857.135742
	Iteration 5F: 3 clusters Score -2411220 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2412327.000000 Penalty: 4857.135742
	Iteration 6F: 3 clusters Score -2412327 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2413308.000000 Penalty: 4857.135742
	Iteration 7F: 3 clusters Score -2413308 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2413998.500000 Penalty: 4857.135742
	Iteration 8Q: 3 clusters Score -2413998 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2414417.500000 Penalty: 4857.135742
	Iteration 9Q: 3 clusters Score -2414418 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2414652.250000 Penalty: 4857.135742
	Iteration 10Q: 3 clusters Score -2414652 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2414765.500000 Penalty: 4857.135742
	Iteration 11Q: 3 clusters Score -2414766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2414857.750000 Penalty: 4857.135742
	Iteration 12Q: 3 clusters Score -2414858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2414911.000000 Penalty: 4857.135742
	Iteration 13Q: 3 clusters Score -2414911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2414933.000000 Penalty: 4857.135742
	Iteration 14Q: 3 clusters Score -2414933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2414948.500000 Penalty: 4857.135742
	Iteration 15Q: 3 clusters Score -2414948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2414949.750000 Penalty: 4857.135742
	Iteration 16Q: 3 clusters Score -2414950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2414953.500000 Penalty: 4857.135742
	Iteration 17Q: 3 clusters Score -2414954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2414956.500000 Penalty: 4857.135742
	Iteration 18Q: 3 clusters Score -2414956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2414957.750000 Penalty: 4857.135742
	Iteration 19Q: 3 clusters Score -2414958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2414958.750000 Penalty: 4857.135742
	Iteration 20F: 3 clusters Score -2414959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2414962.500000 Penalty: 4857.135742
	Iteration 21Q: 3 clusters Score -2414962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2414962.250000 Penalty: 4857.135742
	Iteration 22Q: 3 clusters Score -2414962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2414963.500000 Penalty: 4857.135742
	Iteration 23Q: 3 clusters Score -2414964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2414963.000000 Penalty: 4857.135742
	Iteration 24Q: 3 clusters Score -2414963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2414961.750000 Penalty: 4857.135742
	Iteration 25Q: 3 clusters Score -2414962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2414959.500000 Penalty: 4857.135742
	Iteration 26Q: 3 clusters Score -2414960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2414959.500000 Penalty: 4857.135742
	Iteration 27Q: 3 clusters Score -2414960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2414961.250000 Penalty: 4857.135742
	Iteration 28Q: 3 clusters Score -2414961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2414963.250000 Penalty: 4857.135742
	Iteration 29Q: 3 clusters Score -2414963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2414963.750000 Penalty: 4857.135742
	Iteration 30Q: 3 clusters Score -2414964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2414963.750000 Penalty: 4857.135742
	Iteration 31F: 3 clusters Score -2414964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Entering Unmasked Estep 
Score: -3577583.250000 Penalty: 2525.948730
	Iteration 0F: 2 clusters Score -3577583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3559268.750000 Penalty: 5051.897461
	Iteration 0F: 3 clusters Score -3559269 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3565654.750000 Penalty: 5051.897461
	Iteration 1F: 3 clusters Score -3565655 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3566066.500000 Penalty: 5051.897461
	Iteration 2Q: 3 clusters Score -3566066 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3566436.250000 Penalty: 5051.897461
	Iteration 3Q: 3 clusters Score -3566436 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3566706.750000 Penalty: 5051.897461
	Iteration 4Q: 3 clusters Score -3566707 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3566910.750000 Penalty: 5051.897461
	Iteration 5Q: 3 clusters Score -3566911 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3567090.250000 Penalty: 5051.897461
	Iteration 6Q: 3 clusters Score -3567090 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3567274.500000 Penalty: 5051.897461
	Iteration 7Q: 3 clusters Score -3567274 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3567457.000000 Penalty: 5051.897461
	Iteration 8Q: 3 clusters Score -3567457 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3567643.750000 Penalty: 5051.897461
	Iteration 9Q: 3 clusters Score -3567644 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3567902.250000 Penalty: 5051.897461
	Iteration 10Q: 3 clusters Score -3567902 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3568286.250000 Penalty: 5051.897461
	Iteration 11Q: 3 clusters Score -3568286 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3568815.750000 Penalty: 5051.897461
	Iteration 12Q: 3 clusters Score -3568816 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3569522.500000 Penalty: 5051.897461
	Iteration 13Q: 3 clusters Score -3569522 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -3570461.000000 Penalty: 5051.897461
	Iteration 14F: 3 clusters Score -3570461 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3571574.000000 Penalty: 5051.897461
	Iteration 15F: 3 clusters Score -3571574 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3572371.750000 Penalty: 5051.897461
	Iteration 16Q: 3 clusters Score -3572372 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3572828.000000 Penalty: 5051.897461
	Iteration 17Q: 3 clusters Score -3572828 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3573056.250000 Penalty: 5051.897461
	Iteration 18Q: 3 clusters Score -3573056 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3573163.000000 Penalty: 5051.897461
	Iteration 19Q: 3 clusters Score -3573163 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3573258.000000 Penalty: 5051.897461
	Iteration 20F: 3 clusters Score -3573258 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -3573308.250000 Penalty: 5051.897461
	Iteration 21Q: 3 clusters Score -3573308 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3573363.000000 Penalty: 5051.897461
	Iteration 22Q: 3 clusters Score -3573363 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3573426.250000 Penalty: 5051.897461
	Iteration 23Q: 3 clusters Score -3573426 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3573480.250000 Penalty: 5051.897461
	Iteration 24Q: 3 clusters Score -3573480 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3573543.000000 Penalty: 5051.897461
	Iteration 25Q: 3 clusters Score -3573543 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3573584.250000 Penalty: 5051.897461
	Iteration 26Q: 3 clusters Score -3573584 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3573614.000000 Penalty: 5051.897461
	Iteration 27Q: 3 clusters Score -3573614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3573656.500000 Penalty: 5051.897461
	Iteration 28Q: 3 clusters Score -3573656 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3573701.250000 Penalty: 5051.897461
	Iteration 29Q: 3 clusters Score -3573701 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3573729.500000 Penalty: 5051.897461
	Iteration 30Q: 3 clusters Score -3573730 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3573748.250000 Penalty: 5051.897461
	Iteration 31Q: 3 clusters Score -3573748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3573767.000000 Penalty: 5051.897461
	Iteration 32Q: 3 clusters Score -3573767 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3573790.500000 Penalty: 5051.897461
	Iteration 33Q: 3 clusters Score -3573790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3573822.500000 Penalty: 5051.897461
	Iteration 34Q: 3 clusters Score -3573822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3573855.250000 Penalty: 5051.897461
	Iteration 35Q: 3 clusters Score -3573855 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3573862.250000 Penalty: 5051.897461
	Iteration 36Q: 3 clusters Score -3573862 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3573887.750000 Penalty: 5051.897461
	Iteration 37Q: 3 clusters Score -3573888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3573906.000000 Penalty: 5051.897461
	Iteration 38Q: 3 clusters Score -3573906 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3573933.500000 Penalty: 5051.897461
	Iteration 39Q: 3 clusters Score -3573934 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3573966.250000 Penalty: 5051.897461
	Iteration 40F: 3 clusters Score -3573966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3573984.500000 Penalty: 5051.897461
	Iteration 41Q: 3 clusters Score -3573984 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3574030.250000 Penalty: 5051.897461
	Iteration 42Q: 3 clusters Score -3574030 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3574050.750000 Penalty: 5051.897461
	Iteration 43Q: 3 clusters Score -3574051 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3574087.250000 Penalty: 5051.897461
	Iteration 44Q: 3 clusters Score -3574087 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3574138.000000 Penalty: 5051.897461
	Iteration 45Q: 3 clusters Score -3574138 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3574184.250000 Penalty: 5051.897461
	Iteration 46Q: 3 clusters Score -3574184 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3574238.500000 Penalty: 5051.897461
	Iteration 47Q: 3 clusters Score -3574238 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3574283.000000 Penalty: 5051.897461
	Iteration 48Q: 3 clusters Score -3574283 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3574316.250000 Penalty: 5051.897461
	Iteration 49Q: 3 clusters Score -3574316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3574365.000000 Penalty: 5051.897461
	Iteration 50Q: 3 clusters Score -3574365 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3574416.500000 Penalty: 5051.897461
	Iteration 51Q: 3 clusters Score -3574416 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3574470.000000 Penalty: 5051.897461
	Iteration 52Q: 3 clusters Score -3574470 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3574526.500000 Penalty: 5051.897461
	Iteration 53Q: 3 clusters Score -3574526 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3574575.000000 Penalty: 5051.897461
	Iteration 54Q: 3 clusters Score -3574575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3574641.750000 Penalty: 5051.897461
	Iteration 55Q: 3 clusters Score -3574642 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3574684.000000 Penalty: 5051.897461
	Iteration 56Q: 3 clusters Score -3574684 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3574756.500000 Penalty: 5051.897461
	Iteration 57Q: 3 clusters Score -3574756 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3574830.500000 Penalty: 5051.897461
	Iteration 58Q: 3 clusters Score -3574830 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3574884.250000 Penalty: 5051.897461
	Iteration 59Q: 3 clusters Score -3574884 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3574929.250000 Penalty: 5051.897461
	Iteration 60F: 3 clusters Score -3574929 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3574957.500000 Penalty: 5051.897461
	Iteration 61Q: 3 clusters Score -3574958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3575007.750000 Penalty: 5051.897461
	Iteration 62Q: 3 clusters Score -3575008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3575033.000000 Penalty: 5051.897461
	Iteration 63Q: 3 clusters Score -3575033 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3575081.000000 Penalty: 5051.897461
	Iteration 64Q: 3 clusters Score -3575081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3575092.500000 Penalty: 5051.897461
	Iteration 65Q: 3 clusters Score -3575092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3575119.250000 Penalty: 5051.897461
	Iteration 66Q: 3 clusters Score -3575119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3575130.000000 Penalty: 5051.897461
	Iteration 67Q: 3 clusters Score -3575130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3575140.500000 Penalty: 5051.897461
	Iteration 68Q: 3 clusters Score -3575140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3575140.500000 Penalty: 5051.897461
	Iteration 69Q: 3 clusters Score -3575140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3575146.250000 Penalty: 5051.897461
	Iteration 70Q: 3 clusters Score -3575146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3575151.250000 Penalty: 5051.897461
	Iteration 71Q: 3 clusters Score -3575151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3575155.250000 Penalty: 5051.897461
	Iteration 72Q: 3 clusters Score -3575155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3575167.000000 Penalty: 5051.897461
	Iteration 73Q: 3 clusters Score -3575167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3575181.250000 Penalty: 5051.897461
	Iteration 74Q: 3 clusters Score -3575181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3575179.750000 Penalty: 5051.897461
	Iteration 75Q: 3 clusters Score -3575180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3575186.250000 Penalty: 5051.897461
	Iteration 76Q: 3 clusters Score -3575186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3575194.500000 Penalty: 5051.897461
	Iteration 77Q: 3 clusters Score -3575194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3575202.500000 Penalty: 5051.897461
	Iteration 78Q: 3 clusters Score -3575202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3575214.000000 Penalty: 5051.897461
	Iteration 79Q: 3 clusters Score -3575214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3575220.500000 Penalty: 5051.897461
	Iteration 80F: 3 clusters Score -3575220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3575229.000000 Penalty: 5051.897461
	Iteration 81Q: 3 clusters Score -3575229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3575227.000000 Penalty: 5051.897461
	Iteration 82Q: 3 clusters Score -3575227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3575242.000000 Penalty: 5051.897461
	Iteration 83Q: 3 clusters Score -3575242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3575236.750000 Penalty: 5051.897461
	Iteration 84Q: 3 clusters Score -3575237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3575241.000000 Penalty: 5051.897461
	Iteration 85Q: 3 clusters Score -3575241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3575241.500000 Penalty: 5051.897461
	Iteration 86Q: 3 clusters Score -3575242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3575236.500000 Penalty: 5051.897461
	Iteration 87Q: 3 clusters Score -3575236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3575233.500000 Penalty: 5051.897461
	Iteration 88Q: 3 clusters Score -3575234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3575235.000000 Penalty: 5051.897461
	Iteration 89Q: 3 clusters Score -3575235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3575236.000000 Penalty: 5051.897461
	Iteration 90Q: 3 clusters Score -3575236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3575236.500000 Penalty: 5051.897461
	Iteration 91Q: 3 clusters Score -3575236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3575238.750000 Penalty: 5051.897461
	Iteration 92Q: 3 clusters Score -3575239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3575235.500000 Penalty: 5051.897461
	Iteration 93Q: 3 clusters Score -3575236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3575239.500000 Penalty: 5051.897461
	Iteration 94Q: 3 clusters Score -3575240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3575239.750000 Penalty: 5051.897461
	Iteration 95Q: 3 clusters Score -3575240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3575243.750000 Penalty: 5051.897461
	Iteration 96Q: 3 clusters Score -3575244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3575246.000000 Penalty: 5051.897461
	Iteration 97Q: 3 clusters Score -3575246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3575243.500000 Penalty: 5051.897461
	Iteration 98Q: 3 clusters Score -3575244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3575240.750000 Penalty: 5051.897461
	Iteration 99Q: 3 clusters Score -3575241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3575243.500000 Penalty: 5051.897461
	Iteration 100F: 3 clusters Score -3575244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3575245.250000 Penalty: 5051.897461
	Iteration 101Q: 3 clusters Score -3575245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3575246.750000 Penalty: 5051.897461
	Iteration 102Q: 3 clusters Score -3575247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3575248.000000 Penalty: 5051.897461
	Iteration 103Q: 3 clusters Score -3575248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3575245.250000 Penalty: 5051.897461
	Iteration 104Q: 3 clusters Score -3575245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3575246.250000 Penalty: 5051.897461
	Iteration 105Q: 3 clusters Score -3575246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3575243.250000 Penalty: 5051.897461
	Iteration 106Q: 3 clusters Score -3575243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3575245.500000 Penalty: 5051.897461
	Iteration 107Q: 3 clusters Score -3575246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3575251.500000 Penalty: 5051.897461
	Iteration 108Q: 3 clusters Score -3575252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3575246.000000 Penalty: 5051.897461
	Iteration 109Q: 3 clusters Score -3575246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3575245.500000 Penalty: 5051.897461
	Iteration 110Q: 3 clusters Score -3575246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3575246.500000 Penalty: 5051.897461
	Iteration 111Q: 3 clusters Score -3575246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3575246.750000 Penalty: 5051.897461
	Iteration 112Q: 3 clusters Score -3575247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3575247.250000 Penalty: 5051.897461
	Iteration 113Q: 3 clusters Score -3575247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3575251.000000 Penalty: 5051.897461
	Iteration 114Q: 3 clusters Score -3575251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3575251.000000 Penalty: 5051.897461
	Iteration 115F: 3 clusters Score -3575251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Entering Unmasked Estep 
Score: -9495918.000000 Penalty: 2777.629150
	Iteration 0F: 2 clusters Score -9495918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -9446766.000000 Penalty: 5555.258301
	Iteration 0F: 3 clusters Score -9446766 nChanged 34202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -9466404.000000 Penalty: 5555.258301
	Iteration 1F: 3 clusters Score -9466404 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -9467223.000000 Penalty: 5555.258301
	Iteration 2Q: 3 clusters Score -9467223 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -9468274.000000 Penalty: 5555.258301
	Iteration 3Q: 3 clusters Score -9468274 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -9469682.000000 Penalty: 5555.258301
	Iteration 4Q: 3 clusters Score -9469682 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -9471804.000000 Penalty: 5555.258301
	Iteration 5F: 3 clusters Score -9471804 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -9474727.000000 Penalty: 5555.258301
	Iteration 6F: 3 clusters Score -9474727 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -9478491.000000 Penalty: 5555.258301
	Iteration 7F: 3 clusters Score -9478491 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -9482563.000000 Penalty: 5555.258301
	Iteration 8F: 3 clusters Score -9482563 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -9486129.000000 Penalty: 5555.258301
	Iteration 9F: 3 clusters Score -9486129 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -9488542.000000 Penalty: 5555.258301
	Iteration 10Q: 3 clusters Score -9488542 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -9489991.000000 Penalty: 5555.258301
	Iteration 11Q: 3 clusters Score -9489991 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -9490877.000000 Penalty: 5555.258301
	Iteration 12Q: 3 clusters Score -9490877 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -9491478.000000 Penalty: 5555.258301
	Iteration 13Q: 3 clusters Score -9491478 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -9491899.000000 Penalty: 5555.258301
	Iteration 14Q: 3 clusters Score -9491899 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -9492271.000000 Penalty: 5555.258301
	Iteration 15Q: 3 clusters Score -9492271 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -9492525.000000 Penalty: 5555.258301
	Iteration 16Q: 3 clusters Score -9492525 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -9492758.000000 Penalty: 5555.258301
	Iteration 17Q: 3 clusters Score -9492758 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -9492933.000000 Penalty: 5555.258301
	Iteration 18Q: 3 clusters Score -9492933 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -9493095.000000 Penalty: 5555.258301
	Iteration 19Q: 3 clusters Score -9493095 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -9493193.000000 Penalty: 5555.258301
	Iteration 20F: 3 clusters Score -9493193 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -9493303.000000 Penalty: 5555.258301
	Iteration 21Q: 3 clusters Score -9493303 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -9493405.000000 Penalty: 5555.258301
	Iteration 22Q: 3 clusters Score -9493405 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -9493459.000000 Penalty: 5555.258301
	Iteration 23Q: 3 clusters Score -9493459 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9493498.000000 Penalty: 5555.258301
	Iteration 24Q: 3 clusters Score -9493498 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9493547.000000 Penalty: 5555.258301
	Iteration 25Q: 3 clusters Score -9493547 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9493613 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9493673 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9493678 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9493708 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9493715 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9493741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9493746 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9493746 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9493752 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9493764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9493792 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9493796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9493817.000000 Penalty: 5555.258301
	Iteration 39Q: 3 clusters Score -9493817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70951 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9493814.000000 Penalty: 5555.258301
	Iteration 40F: 3 clusters Score -9493814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70988 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9493840.000000 Penalty: 5555.258301
	Iteration 41Q: 3 clusters Score -9493840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9493861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9493859 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9493872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9493882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9493896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9493892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9493910.000000 Penalty: 5555.258301
	Iteration 48Q: 3 clusters Score -9493910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9493903.000000 Penalty: 5555.258301
	Iteration 49Q: 3 clusters Score -9493903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9493907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9493908 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9493917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9493927.000000 Penalty: 5555.258301
	Iteration 53Q: 3 clusters Score -9493927 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9493933.000000 Penalty: 5555.258301
	Iteration 54Q: 3 clusters Score -9493933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9493949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9493957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9493974 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9493985 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9493977 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9493991 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9493993 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9494006 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9493995 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9493995 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9493990 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71524 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9494001 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9493995 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9494027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9494023.000000 Penalty: 5555.258301
	Iteration 69Q: 3 clusters Score -9494023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9494024.000000 Penalty: 5555.258301
	Iteration 70Q: 3 clusters Score -9494024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9494032.000000 Penalty: 5555.258301
	Iteration 71Q: 3 clusters Score -9494032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9494042.000000 Penalty: 5555.258301
	Iteration 72Q: 3 clusters Score -9494042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9494055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9494061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9494064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9494058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9494060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9494077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9494076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71650 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9494070.000000 Penalty: 5555.258301
	Iteration 80F: 3 clusters Score -9494070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9494083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9494088.000000 Penalty: 5555.258301
	Iteration 82Q: 3 clusters Score -9494088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9494093.000000 Penalty: 5555.258301
	Iteration 83Q: 3 clusters Score -9494093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9494093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9494099 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9494102.000000 Penalty: 5555.258301
	Iteration 86Q: 3 clusters Score -9494102 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9494121.000000 Penalty: 5555.258301
	Iteration 87Q: 3 clusters Score -9494121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9494129.000000 Penalty: 5555.258301
	Iteration 88Q: 3 clusters Score -9494129 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9494121.000000 Penalty: 5555.258301
	Iteration 89Q: 3 clusters Score -9494121 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9494127 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9494136.000000 Penalty: 5555.258301
	Iteration 91Q: 3 clusters Score -9494136 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9494158.000000 Penalty: 5555.258301
	Iteration 92Q: 3 clusters Score -9494158 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9494166.000000 Penalty: 5555.258301
	Iteration 93Q: 3 clusters Score -9494166 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9494180.000000 Penalty: 5555.258301
	Iteration 94Q: 3 clusters Score -9494180 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9494180 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9494187.000000 Penalty: 5555.258301
	Iteration 96Q: 3 clusters Score -9494187 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9494194.000000 Penalty: 5555.258301
	Iteration 97Q: 3 clusters Score -9494194 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9494194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9494190.000000 Penalty: 5555.258301
	Iteration 99Q: 3 clusters Score -9494190 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9494202.000000 Penalty: 5555.258301
	Iteration 100F: 3 clusters Score -9494202 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9494208.000000 Penalty: 5555.258301
	Iteration 101Q: 3 clusters Score -9494208 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9494207 nChanged 1
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Mstep: Class 1 contains 71817 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9494210 nChanged 2
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Mstep: Class 1 contains 71817 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9494208 nChanged 2
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Mstep: Class 1 contains 71819 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9494211 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71823 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9494213 nChanged 4
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9494204 nChanged 2
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	Iteration 108Q: 3 clusters Score -9494209 nChanged 3
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Mstep: Class 1 contains 71824 members 
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	Iteration 109Q: 3 clusters Score -9494204 nChanged 3
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	Iteration 110Q: 3 clusters Score -9494211 nChanged 2
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9494209 nChanged 2
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9494210 nChanged 3
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9494201 nChanged 1
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Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9494197 nChanged 2
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Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9494198 nChanged 7
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Mstep: Class 1 contains 71832 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9494211 nChanged 6
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Entering Unmasked Estep 
Score: -9494201.000000 Penalty: 5555.258301
	Iteration 117Q: 3 clusters Score -9494201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9494205.000000 Penalty: 5555.258301
	Iteration 118Q: 3 clusters Score -9494205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9494209.000000 Penalty: 5555.258301
	Iteration 119Q: 3 clusters Score -9494209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9494196.000000 Penalty: 5555.258301
	Iteration 120F: 3 clusters Score -9494196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9494215.000000 Penalty: 5555.258301
	Iteration 121Q: 3 clusters Score -9494215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9494210.000000 Penalty: 5555.258301
	Iteration 122Q: 3 clusters Score -9494210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9494210.000000 Penalty: 5555.258301
	Iteration 123Q: 3 clusters Score -9494210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9494220.000000 Penalty: 5555.258301
	Iteration 124Q: 3 clusters Score -9494220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -9494222.000000 Penalty: 5555.258301
	Iteration 125Q: 3 clusters Score -9494222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9494222.000000 Penalty: 5555.258301
	Iteration 126Q: 3 clusters Score -9494222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9494217.000000 Penalty: 5555.258301
	Iteration 127Q: 3 clusters Score -9494217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9494219.000000 Penalty: 5555.258301
	Iteration 128Q: 3 clusters Score -9494219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9494219.000000 Penalty: 5555.258301
	Iteration 129F: 3 clusters Score -9494219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Entering Unmasked Estep 
Score: -1338324.375000 Penalty: 2281.471436
	Iteration 0F: 2 clusters Score -1338324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1330768.875000 Penalty: 4562.942871
	Iteration 0F: 3 clusters Score -1330769 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1333098.750000 Penalty: 4562.942871
	Iteration 1F: 3 clusters Score -1333099 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1333546.625000 Penalty: 4562.942871
	Iteration 2F: 3 clusters Score -1333547 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1333918.750000 Penalty: 4562.942871
	Iteration 3F: 3 clusters Score -1333919 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1334274.125000 Penalty: 4562.942871
	Iteration 4F: 3 clusters Score -1334274 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1334618.625000 Penalty: 4562.942871
	Iteration 5F: 3 clusters Score -1334619 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1334938.625000 Penalty: 4562.942871
	Iteration 6F: 3 clusters Score -1334939 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1335276.125000 Penalty: 4562.942871
	Iteration 7Q: 3 clusters Score -1335276 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1335623.250000 Penalty: 4562.942871
	Iteration 8Q: 3 clusters Score -1335623 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1335918.500000 Penalty: 4562.942871
	Iteration 9Q: 3 clusters Score -1335918 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1336180.750000 Penalty: 4562.942871
	Iteration 10Q: 3 clusters Score -1336181 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1336388.625000 Penalty: 4562.942871
	Iteration 11Q: 3 clusters Score -1336389 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1336541.875000 Penalty: 4562.942871
	Iteration 12Q: 3 clusters Score -1336542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1336650.625000 Penalty: 4562.942871
	Iteration 13Q: 3 clusters Score -1336651 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1336725.375000 Penalty: 4562.942871
	Iteration 14Q: 3 clusters Score -1336725 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1336785.500000 Penalty: 4562.942871
	Iteration 15Q: 3 clusters Score -1336786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1336829.375000 Penalty: 4562.942871
	Iteration 16Q: 3 clusters Score -1336829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1336876.875000 Penalty: 4562.942871
	Iteration 17Q: 3 clusters Score -1336877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1336901.875000 Penalty: 4562.942871
	Iteration 18Q: 3 clusters Score -1336902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1336919.500000 Penalty: 4562.942871
	Iteration 19Q: 3 clusters Score -1336920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1336943.375000 Penalty: 4562.942871
	Iteration 20F: 3 clusters Score -1336943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1336964.750000 Penalty: 4562.942871
	Iteration 21Q: 3 clusters Score -1336965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1336984.875000 Penalty: 4562.942871
	Iteration 22Q: 3 clusters Score -1336985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1336999.750000 Penalty: 4562.942871
	Iteration 23Q: 3 clusters Score -1337000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1337009.750000 Penalty: 4562.942871
	Iteration 24Q: 3 clusters Score -1337010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1337017.750000 Penalty: 4562.942871
	Iteration 25Q: 3 clusters Score -1337018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1337024.875000 Penalty: 4562.942871
	Iteration 26Q: 3 clusters Score -1337025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1337027.875000 Penalty: 4562.942871
	Iteration 27Q: 3 clusters Score -1337028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1337027.375000 Penalty: 4562.942871
	Iteration 28Q: 3 clusters Score -1337027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1337034.250000 Penalty: 4562.942871
	Iteration 29Q: 3 clusters Score -1337034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1337036.500000 Penalty: 4562.942871
	Iteration 30Q: 3 clusters Score -1337036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1337036.750000 Penalty: 4562.942871
	Iteration 31Q: 3 clusters Score -1337037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1337036.750000 Penalty: 4562.942871
	Iteration 32F: 3 clusters Score -1337037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Entering Unmasked Estep 
Score: -5661062.000000 Penalty: 2648.773682
	Iteration 0F: 2 clusters Score -5661062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -5631715.000000 Penalty: 5297.547363
	Iteration 0F: 3 clusters Score -5631715 nChanged 19934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5642841.000000 Penalty: 5297.547363
	Iteration 1F: 3 clusters Score -5642841 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5643341.000000 Penalty: 5297.547363
	Iteration 2Q: 3 clusters Score -5643341 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -5643873.500000 Penalty: 5297.547363
	Iteration 3Q: 3 clusters Score -5643874 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -5644593.500000 Penalty: 5297.547363
	Iteration 4Q: 3 clusters Score -5644594 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -5645556.000000 Penalty: 5297.547363
	Iteration 5Q: 3 clusters Score -5645556 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -5647109.000000 Penalty: 5297.547363
	Iteration 6F: 3 clusters Score -5647109 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -5649416.000000 Penalty: 5297.547363
	Iteration 7F: 3 clusters Score -5649416 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -5652240.000000 Penalty: 5297.547363
	Iteration 8F: 3 clusters Score -5652240 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5655053.500000 Penalty: 5297.547363
	Iteration 9F: 3 clusters Score -5655054 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -5657021.000000 Penalty: 5297.547363
	Iteration 10Q: 3 clusters Score -5657021 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -5658002.000000 Penalty: 5297.547363
	Iteration 11Q: 3 clusters Score -5658002 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -5658364.500000 Penalty: 5297.547363
	Iteration 12Q: 3 clusters Score -5658364 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -5658561.500000 Penalty: 5297.547363
	Iteration 13Q: 3 clusters Score -5658562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5658660.500000 Penalty: 5297.547363
	Iteration 14Q: 3 clusters Score -5658660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5658704.000000 Penalty: 5297.547363
	Iteration 15Q: 3 clusters Score -5658704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -5658725.000000 Penalty: 5297.547363
	Iteration 16Q: 3 clusters Score -5658725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -5658736.000000 Penalty: 5297.547363
	Iteration 17Q: 3 clusters Score -5658736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -5658748.000000 Penalty: 5297.547363
	Iteration 18Q: 3 clusters Score -5658748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -5658753.500000 Penalty: 5297.547363
	Iteration 19Q: 3 clusters Score -5658754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -5658756.500000 Penalty: 5297.547363
	Iteration 20F: 3 clusters Score -5658756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -5658758.500000 Penalty: 5297.547363
	Iteration 21Q: 3 clusters Score -5658758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -5658762.500000 Penalty: 5297.547363
	Iteration 22Q: 3 clusters Score -5658762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -5658762.500000 Penalty: 5297.547363
	Iteration 23Q: 3 clusters Score -5658762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -5658762.500000 Penalty: 5297.547363
	Iteration 24F: 3 clusters Score -5658762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -25944.609375 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -25944.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24801.523438 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -24801.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25022.830078 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -25022.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25142.625000 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -25142.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25230.261719 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -25230.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25277.781250 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -25277.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25291.458984 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -25291.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25307.066406 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -25307.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25312.050781 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -25312.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25316.570312 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -25316.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25323.542969 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -25323.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25323.542969 Penalty: 2776.817383
	Iteration 10F: 3 clusters Score -25323.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208660 members 
Entering Unmasked Estep 
Score: -27697636.000000 Penalty: 3037.618408
	Iteration 0F: 2 clusters Score -2.769764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -27563876.000000 Penalty: 6075.236816
	Iteration 0F: 3 clusters Score -2.756388e+07 nChanged 100764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -27623092.000000 Penalty: 6075.236816
	Iteration 1F: 3 clusters Score -2.762309e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 104374 members 
Entering Unmasked Estep 
Score: -27624606.000000 Penalty: 6075.236816
	Iteration 2Q: 3 clusters Score -2.762461e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103837 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -27626620.000000 Penalty: 6075.236816
	Iteration 3Q: 3 clusters Score -2.762662e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 105658 members 
Entering Unmasked Estep 
Score: -27629674.000000 Penalty: 6075.236816
	Iteration 4Q: 3 clusters Score -2.762967e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 107329 members 
Entering Unmasked Estep 
Score: -27634412.000000 Penalty: 6075.236816
	Iteration 5Q: 3 clusters Score -2.763441e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98524 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -27642430.000000 Penalty: 6075.236816
	Iteration 6F: 3 clusters Score -2.764243e+07 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 114085 members 
Entering Unmasked Estep 
Score: -27654084.000000 Penalty: 6075.236816
	Iteration 7F: 3 clusters Score -2.765408e+07 nChanged 15607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 118424 members 
Entering Unmasked Estep 
Score: -27667204.000000 Penalty: 6075.236816
	Iteration 8F: 3 clusters Score -2.76672e+07 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86625 members 
Mstep: Class 2 contains 122035 members 
Entering Unmasked Estep 
Score: -27675048.000000 Penalty: 6075.236816
	Iteration 9F: 3 clusters Score -2.767505e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83795 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -27677850.000000 Penalty: 6075.236816
	Iteration 10Q: 3 clusters Score -2.767785e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 127640 members 
Entering Unmasked Estep 
Score: -27679492.000000 Penalty: 6075.236816
	Iteration 11Q: 3 clusters Score -2.767949e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 130528 members 
Entering Unmasked Estep 
Score: -27680774.000000 Penalty: 6075.236816
	Iteration 12Q: 3 clusters Score -2.768077e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 133443 members 
Entering Unmasked Estep 
Score: -27682280.000000 Penalty: 6075.236816
	Iteration 13Q: 3 clusters Score -2.768228e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 136310 members 
Entering Unmasked Estep 
Score: -27683524.000000 Penalty: 6075.236816
	Iteration 14Q: 3 clusters Score -2.768352e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 139239 members 
Entering Unmasked Estep 
Score: -27684532.000000 Penalty: 6075.236816
	Iteration 15Q: 3 clusters Score -2.768453e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -27686066.000000 Penalty: 6075.236816
	Iteration 16Q: 3 clusters Score -2.768607e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 145110 members 
Entering Unmasked Estep 
Score: -27686762.000000 Penalty: 6075.236816
	Iteration 17Q: 3 clusters Score -2.768676e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 147894 members 
Entering Unmasked Estep 
Score: -27687552.000000 Penalty: 6075.236816
	Iteration 18Q: 3 clusters Score -2.768755e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 150597 members 
Entering Unmasked Estep 
Score: -27688330.000000 Penalty: 6075.236816
	Iteration 19Q: 3 clusters Score -2.768833e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -27689028.000000 Penalty: 6075.236816
	Iteration 20F: 3 clusters Score -2.768903e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -27689768.000000 Penalty: 6075.236816
	Iteration 21Q: 3 clusters Score -2.768977e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 158771 members 
Entering Unmasked Estep 
Score: -27690348.000000 Penalty: 6075.236816
	Iteration 22Q: 3 clusters Score -2.769035e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 161391 members 
Entering Unmasked Estep 
Score: -27690866.000000 Penalty: 6075.236816
	Iteration 23Q: 3 clusters Score -2.769087e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 163896 members 
Entering Unmasked Estep 
Score: -27691316.000000 Penalty: 6075.236816
	Iteration 24Q: 3 clusters Score -2.769132e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 166300 members 
Entering Unmasked Estep 
Score: -27691880.000000 Penalty: 6075.236816
	Iteration 25Q: 3 clusters Score -2.769188e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 168575 members 
Entering Unmasked Estep 
Score: -27692366.000000 Penalty: 6075.236816
	Iteration 26Q: 3 clusters Score -2.769237e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 170820 members 
Entering Unmasked Estep 
Score: -27692894.000000 Penalty: 6075.236816
	Iteration 27Q: 3 clusters Score -2.769289e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 173136 members 
Entering Unmasked Estep 
Score: -27693388.000000 Penalty: 6075.236816
	Iteration 28Q: 3 clusters Score -2.769339e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 175419 members 
Entering Unmasked Estep 
Score: -27693930.000000 Penalty: 6075.236816
	Iteration 29Q: 3 clusters Score -2.769393e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 177523 members 
Entering Unmasked Estep 
Score: -27694238.000000 Penalty: 6075.236816
	Iteration 30Q: 3 clusters Score -2.769424e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 179450 members 
Entering Unmasked Estep 
Score: -27694688.000000 Penalty: 6075.236816
	Iteration 31Q: 3 clusters Score -2.769469e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 181277 members 
Entering Unmasked Estep 
Score: -27694958.000000 Penalty: 6075.236816
	Iteration 32Q: 3 clusters Score -2.769496e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 183019 members 
Entering Unmasked Estep 
Score: -27695202.000000 Penalty: 6075.236816
	Iteration 33Q: 3 clusters Score -2.76952e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 184572 members 
Entering Unmasked Estep 
Score: -27695456.000000 Penalty: 6075.236816
	Iteration 34Q: 3 clusters Score -2.769546e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 186040 members 
Entering Unmasked Estep 
Score: -27695654.000000 Penalty: 6075.236816
	Iteration 35Q: 3 clusters Score -2.769565e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 187433 members 
Entering Unmasked Estep 
Score: -27695838.000000 Penalty: 6075.236816
	Iteration 36Q: 3 clusters Score -2.769584e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 188757 members 
Entering Unmasked Estep 
Score: -27696110.000000 Penalty: 6075.236816
	Iteration 37Q: 3 clusters Score -2.769611e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 189925 members 
Entering Unmasked Estep 
Score: -27696200.000000 Penalty: 6075.236816
	Iteration 38Q: 3 clusters Score -2.76962e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 190948 members 
Entering Unmasked Estep 
Score: -27696234.000000 Penalty: 6075.236816
	Iteration 39Q: 3 clusters Score -2.769623e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 191904 members 
Entering Unmasked Estep 
Score: -27696350.000000 Penalty: 6075.236816
	Iteration 40F: 3 clusters Score -2.769635e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 192797 members 
Entering Unmasked Estep 
Score: -27696430.000000 Penalty: 6075.236816
	Iteration 41Q: 3 clusters Score -2.769643e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 193641 members 
Entering Unmasked Estep 
Score: -27696472.000000 Penalty: 6075.236816
	Iteration 42Q: 3 clusters Score -2.769647e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 194433 members 
Entering Unmasked Estep 
Score: -27696470.000000 Penalty: 6075.236816
	Iteration 43Q: 3 clusters Score -2.769647e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 195184 members 
Entering Unmasked Estep 
Score: -27696456.000000 Penalty: 6075.236816
	Iteration 44Q: 3 clusters Score -2.769646e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 195894 members 
Entering Unmasked Estep 
Score: -27696354.000000 Penalty: 6075.236816
	Iteration 45Q: 3 clusters Score -2.769635e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 196562 members 
Entering Unmasked Estep 
Score: -27696294.000000 Penalty: 6075.236816
	Iteration 46Q: 3 clusters Score -2.769629e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 197186 members 
Entering Unmasked Estep 
Score: -27696280.000000 Penalty: 6075.236816
	Iteration 47Q: 3 clusters Score -2.769628e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 197734 members 
Entering Unmasked Estep 
Score: -27696242.000000 Penalty: 6075.236816
	Iteration 48Q: 3 clusters Score -2.769624e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 198245 members 
Entering Unmasked Estep 
Score: -27696274.000000 Penalty: 6075.236816
	Iteration 49Q: 3 clusters Score -2.769627e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 198720 members 
Entering Unmasked Estep 
Score: -27696152.000000 Penalty: 6075.236816
	Iteration 50Q: 3 clusters Score -2.769615e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 199141 members 
Entering Unmasked Estep 
Score: -27696064.000000 Penalty: 6075.236816
	Iteration 51Q: 3 clusters Score -2.769606e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 199564 members 
Entering Unmasked Estep 
Score: -27696042.000000 Penalty: 6075.236816
	Iteration 52Q: 3 clusters Score -2.769604e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 199984 members 
Entering Unmasked Estep 
Score: -27696034.000000 Penalty: 6075.236816
	Iteration 53Q: 3 clusters Score -2.769603e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 200374 members 
Entering Unmasked Estep 
Score: -27696124.000000 Penalty: 6075.236816
	Iteration 54Q: 3 clusters Score -2.769612e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 200728 members 
Entering Unmasked Estep 
Score: -27696008.000000 Penalty: 6075.236816
	Iteration 55Q: 3 clusters Score -2.769601e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 201073 members 
Entering Unmasked Estep 
Score: -27695984.000000 Penalty: 6075.236816
	Iteration 56Q: 3 clusters Score -2.769598e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 201386 members 
Entering Unmasked Estep 
Score: -27696002.000000 Penalty: 6075.236816
	Iteration 57Q: 3 clusters Score -2.7696e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 201716 members 
Entering Unmasked Estep 
Score: -27696056.000000 Penalty: 6075.236816
	Iteration 58Q: 3 clusters Score -2.769606e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 202044 members 
Entering Unmasked Estep 
Score: -27696062.000000 Penalty: 6075.236816
	Iteration 59Q: 3 clusters Score -2.769606e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 202338 members 
Entering Unmasked Estep 
Score: -27695976.000000 Penalty: 6075.236816
	Iteration 60F: 3 clusters Score -2.769598e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 202611 members 
Entering Unmasked Estep 
Score: -27695946.000000 Penalty: 6075.236816
	Iteration 61Q: 3 clusters Score -2.769595e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 202868 members 
Entering Unmasked Estep 
Score: -27695968.000000 Penalty: 6075.236816
	Iteration 62Q: 3 clusters Score -2.769597e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 203086 members 
Entering Unmasked Estep 
Score: -27696006.000000 Penalty: 6075.236816
	Iteration 63Q: 3 clusters Score -2.769601e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 203284 members 
Entering Unmasked Estep 
Score: -27696100.000000 Penalty: 6075.236816
	Iteration 64Q: 3 clusters Score -2.76961e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 203479 members 
Entering Unmasked Estep 
Score: -27696068.000000 Penalty: 6075.236816
	Iteration 65Q: 3 clusters Score -2.769607e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 203653 members 
Entering Unmasked Estep 
Score: -27696042.000000 Penalty: 6075.236816
	Iteration 66Q: 3 clusters Score -2.769604e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 203826 members 
Entering Unmasked Estep 
Score: -27696098.000000 Penalty: 6075.236816
	Iteration 67Q: 3 clusters Score -2.76961e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 203978 members 
Entering Unmasked Estep 
Score: -27696076.000000 Penalty: 6075.236816
	Iteration 68Q: 3 clusters Score -2.769608e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 204092 members 
Entering Unmasked Estep 
Score: -27696034.000000 Penalty: 6075.236816
	Iteration 69Q: 3 clusters Score -2.769603e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 204216 members 
Entering Unmasked Estep 
Score: -27696026.000000 Penalty: 6075.236816
	Iteration 70Q: 3 clusters Score -2.769603e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -27695954.000000 Penalty: 6075.236816
	Iteration 71Q: 3 clusters Score -2.769595e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 204460 members 
Entering Unmasked Estep 
Score: -27695950.000000 Penalty: 6075.236816
	Iteration 72Q: 3 clusters Score -2.769595e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 204586 members 
Entering Unmasked Estep 
Score: -27695966.000000 Penalty: 6075.236816
	Iteration 73Q: 3 clusters Score -2.769597e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 204712 members 
Entering Unmasked Estep 
Score: -27695914.000000 Penalty: 6075.236816
	Iteration 74Q: 3 clusters Score -2.769591e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 204833 members 
Entering Unmasked Estep 
Score: -27695960.000000 Penalty: 6075.236816
	Iteration 75Q: 3 clusters Score -2.769596e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 204956 members 
Entering Unmasked Estep 
Score: -27695958.000000 Penalty: 6075.236816
	Iteration 76Q: 3 clusters Score -2.769596e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 205051 members 
Entering Unmasked Estep 
Score: -27695960.000000 Penalty: 6075.236816
	Iteration 77Q: 3 clusters Score -2.769596e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 205137 members 
Entering Unmasked Estep 
Score: -27695996.000000 Penalty: 6075.236816
	Iteration 78Q: 3 clusters Score -2.7696e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 205223 members 
Entering Unmasked Estep 
Score: -27696002.000000 Penalty: 6075.236816
	Iteration 79Q: 3 clusters Score -2.7696e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 205312 members 
Entering Unmasked Estep 
Score: -27696020.000000 Penalty: 6075.236816
	Iteration 80F: 3 clusters Score -2.769602e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 205401 members 
Entering Unmasked Estep 
Score: -27695994.000000 Penalty: 6075.236816
	Iteration 81Q: 3 clusters Score -2.769599e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 205486 members 
Entering Unmasked Estep 
Score: -27695940.000000 Penalty: 6075.236816
	Iteration 82Q: 3 clusters Score -2.769594e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 205579 members 
Entering Unmasked Estep 
Score: -27695978.000000 Penalty: 6075.236816
	Iteration 83Q: 3 clusters Score -2.769598e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 205656 members 
Entering Unmasked Estep 
Score: -27695972.000000 Penalty: 6075.236816
	Iteration 84Q: 3 clusters Score -2.769597e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 205723 members 
Entering Unmasked Estep 
Score: -27695956.000000 Penalty: 6075.236816
	Iteration 85Q: 3 clusters Score -2.769596e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 205778 members 
Entering Unmasked Estep 
Score: -27695942.000000 Penalty: 6075.236816
	Iteration 86Q: 3 clusters Score -2.769594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 205816 members 
Entering Unmasked Estep 
Score: -27695976.000000 Penalty: 6075.236816
	Iteration 87Q: 3 clusters Score -2.769598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 205853 members 
Entering Unmasked Estep 
Score: -27695994.000000 Penalty: 6075.236816
	Iteration 88Q: 3 clusters Score -2.769599e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 205889 members 
Entering Unmasked Estep 
Score: -27695974.000000 Penalty: 6075.236816
	Iteration 89Q: 3 clusters Score -2.769597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 205917 members 
Entering Unmasked Estep 
Score: -27695994.000000 Penalty: 6075.236816
	Iteration 90Q: 3 clusters Score -2.769599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 205945 members 
Entering Unmasked Estep 
Score: -27695968.000000 Penalty: 6075.236816
	Iteration 91Q: 3 clusters Score -2.769597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 205970 members 
Entering Unmasked Estep 
Score: -27695968.000000 Penalty: 6075.236816
	Iteration 92Q: 3 clusters Score -2.769597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 205992 members 
Entering Unmasked Estep 
Score: -27695988.000000 Penalty: 6075.236816
	Iteration 93Q: 3 clusters Score -2.769599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 206013 members 
Entering Unmasked Estep 
Score: -27695966.000000 Penalty: 6075.236816
	Iteration 94Q: 3 clusters Score -2.769597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 206032 members 
Entering Unmasked Estep 
Score: -27695938.000000 Penalty: 6075.236816
	Iteration 95Q: 3 clusters Score -2.769594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 206054 members 
Entering Unmasked Estep 
Score: -27695928.000000 Penalty: 6075.236816
	Iteration 96Q: 3 clusters Score -2.769593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 206077 members 
Entering Unmasked Estep 
Score: -27695890.000000 Penalty: 6075.236816
	Iteration 97Q: 3 clusters Score -2.769589e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 206102 members 
Entering Unmasked Estep 
Score: -27695908.000000 Penalty: 6075.236816
	Iteration 98Q: 3 clusters Score -2.769591e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 206127 members 
Entering Unmasked Estep 
Score: -27695908.000000 Penalty: 6075.236816
	Iteration 99Q: 3 clusters Score -2.769591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 206155 members 
Entering Unmasked Estep 
Score: -27695952.000000 Penalty: 6075.236816
	Iteration 100F: 3 clusters Score -2.769595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 206187 members 
Entering Unmasked Estep 
Score: -27695894.000000 Penalty: 6075.236816
	Iteration 101Q: 3 clusters Score -2.769589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 206218 members 
Entering Unmasked Estep 
Score: -27695882.000000 Penalty: 6075.236816
	Iteration 102Q: 3 clusters Score -2.769588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 206243 members 
Entering Unmasked Estep 
Score: -27695894.000000 Penalty: 6075.236816
	Iteration 103Q: 3 clusters Score -2.769589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 206263 members 
Entering Unmasked Estep 
Score: -27695876.000000 Penalty: 6075.236816
	Iteration 104Q: 3 clusters Score -2.769588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 206278 members 
Entering Unmasked Estep 
Score: -27695900.000000 Penalty: 6075.236816
	Iteration 105Q: 3 clusters Score -2.76959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 206295 members 
Entering Unmasked Estep 
Score: -27695906.000000 Penalty: 6075.236816
	Iteration 106Q: 3 clusters Score -2.769591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 206309 members 
Entering Unmasked Estep 
Score: -27695908.000000 Penalty: 6075.236816
	Iteration 107Q: 3 clusters Score -2.769591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 206328 members 
Entering Unmasked Estep 
Score: -27695912.000000 Penalty: 6075.236816
	Iteration 108Q: 3 clusters Score -2.769591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 206343 members 
Entering Unmasked Estep 
Score: -27695900.000000 Penalty: 6075.236816
	Iteration 109Q: 3 clusters Score -2.76959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 206350 members 
Entering Unmasked Estep 
Score: -27695904.000000 Penalty: 6075.236816
	Iteration 110Q: 3 clusters Score -2.76959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 206361 members 
Entering Unmasked Estep 
Score: -27695886.000000 Penalty: 6075.236816
	Iteration 111Q: 3 clusters Score -2.769589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 206367 members 
Entering Unmasked Estep 
Score: -27695890.000000 Penalty: 6075.236816
	Iteration 112Q: 3 clusters Score -2.769589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 206375 members 
Entering Unmasked Estep 
Score: -27695870.000000 Penalty: 6075.236816
	Iteration 113Q: 3 clusters Score -2.769587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 206378 members 
Entering Unmasked Estep 
Score: -27695872.000000 Penalty: 6075.236816
	Iteration 114Q: 3 clusters Score -2.769587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 206380 members 
Entering Unmasked Estep 
Score: -27695880.000000 Penalty: 6075.236816
	Iteration 115Q: 3 clusters Score -2.769588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 206383 members 
Entering Unmasked Estep 
Score: -27695868.000000 Penalty: 6075.236816
	Iteration 116Q: 3 clusters Score -2.769587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 206386 members 
Entering Unmasked Estep 
Score: -27695860.000000 Penalty: 6075.236816
	Iteration 117Q: 3 clusters Score -2.769586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 206387 members 
Entering Unmasked Estep 
Score: -27695856.000000 Penalty: 6075.236816
	Iteration 118Q: 3 clusters Score -2.769586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 206389 members 
Entering Unmasked Estep 
Score: -27695854.000000 Penalty: 6075.236816
	Iteration 119Q: 3 clusters Score -2.769585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 206393 members 
Entering Unmasked Estep 
Score: -27695856.000000 Penalty: 6075.236816
	Iteration 120F: 3 clusters Score -2.769586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 206394 members 
Entering Unmasked Estep 
Score: -27695860.000000 Penalty: 6075.236816
	Iteration 121Q: 3 clusters Score -2.769586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 206394 members 
Entering Unmasked Estep 
Score: -27695860.000000 Penalty: 6075.236816
	Iteration 122F: 3 clusters Score -2.769586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Entering Unmasked Estep 
Score: -1599825.875000 Penalty: 2351.924805
	Iteration 0F: 2 clusters Score -1599826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1590165.250000 Penalty: 4703.849609
	Iteration 0F: 3 clusters Score -1590165 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1593220.875000 Penalty: 4703.849609
	Iteration 1F: 3 clusters Score -1593221 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1593778.250000 Penalty: 4703.849609
	Iteration 2F: 3 clusters Score -1593778 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1594544.625000 Penalty: 4703.849609
	Iteration 3F: 3 clusters Score -1594545 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1595546.625000 Penalty: 4703.849609
	Iteration 4F: 3 clusters Score -1595547 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1596477.500000 Penalty: 4703.849609
	Iteration 5F: 3 clusters Score -1596478 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1597109.250000 Penalty: 4703.849609
	Iteration 6F: 3 clusters Score -1597109 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1597489.125000 Penalty: 4703.849609
	Iteration 7F: 3 clusters Score -1597489 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1597662.375000 Penalty: 4703.849609
	Iteration 8Q: 3 clusters Score -1597662 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1597746.000000 Penalty: 4703.849609
	Iteration 9Q: 3 clusters Score -1597746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1597801.750000 Penalty: 4703.849609
	Iteration 10Q: 3 clusters Score -1597802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1597818.750000 Penalty: 4703.849609
	Iteration 11Q: 3 clusters Score -1597819 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1597838.000000 Penalty: 4703.849609
	Iteration 12Q: 3 clusters Score -1597838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1597847.250000 Penalty: 4703.849609
	Iteration 13Q: 3 clusters Score -1597847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1597858.750000 Penalty: 4703.849609
	Iteration 14Q: 3 clusters Score -1597859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1597866.875000 Penalty: 4703.849609
	Iteration 15Q: 3 clusters Score -1597867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1597876.750000 Penalty: 4703.849609
	Iteration 16Q: 3 clusters Score -1597877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1597883.500000 Penalty: 4703.849609
	Iteration 17Q: 3 clusters Score -1597884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1597887.125000 Penalty: 4703.849609
	Iteration 18Q: 3 clusters Score -1597887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1597889.375000 Penalty: 4703.849609
	Iteration 19Q: 3 clusters Score -1597889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1597890.750000 Penalty: 4703.849609
	Iteration 20F: 3 clusters Score -1597891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1597893.375000 Penalty: 4703.849609
	Iteration 21Q: 3 clusters Score -1597893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1597899.000000 Penalty: 4703.849609
	Iteration 22Q: 3 clusters Score -1597899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1597905.500000 Penalty: 4703.849609
	Iteration 23Q: 3 clusters Score -1597906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1597905.250000 Penalty: 4703.849609
	Iteration 24Q: 3 clusters Score -1597905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1597909.875000 Penalty: 4703.849609
	Iteration 25Q: 3 clusters Score -1597910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1597914.125000 Penalty: 4703.849609
	Iteration 26Q: 3 clusters Score -1597914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1597922.750000 Penalty: 4703.849609
	Iteration 27Q: 3 clusters Score -1597923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1597922.250000 Penalty: 4703.849609
	Iteration 28Q: 3 clusters Score -1597922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1597925.250000 Penalty: 4703.849609
	Iteration 29Q: 3 clusters Score -1597925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1597924.750000 Penalty: 4703.849609
	Iteration 30Q: 3 clusters Score -1597925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1597934.250000 Penalty: 4703.849609
	Iteration 31Q: 3 clusters Score -1597934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1597935.625000 Penalty: 4703.849609
	Iteration 32Q: 3 clusters Score -1597936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1597937.125000 Penalty: 4703.849609
	Iteration 33Q: 3 clusters Score -1597937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1597938.125000 Penalty: 4703.849609
	Iteration 34Q: 3 clusters Score -1597938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1597936.500000 Penalty: 4703.849609
	Iteration 35Q: 3 clusters Score -1597936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1597936.375000 Penalty: 4703.849609
	Iteration 36Q: 3 clusters Score -1597936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1597945.125000 Penalty: 4703.849609
	Iteration 37Q: 3 clusters Score -1597945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1597947.125000 Penalty: 4703.849609
	Iteration 38Q: 3 clusters Score -1597947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1597954.625000 Penalty: 4703.849609
	Iteration 39Q: 3 clusters Score -1597955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1597956.250000 Penalty: 4703.849609
	Iteration 40F: 3 clusters Score -1597956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1597954.250000 Penalty: 4703.849609
	Iteration 41Q: 3 clusters Score -1597954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1597957.500000 Penalty: 4703.849609
	Iteration 42Q: 3 clusters Score -1597958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1597960.500000 Penalty: 4703.849609
	Iteration 43Q: 3 clusters Score -1597960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1597965.125000 Penalty: 4703.849609
	Iteration 44Q: 3 clusters Score -1597965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1597962.500000 Penalty: 4703.849609
	Iteration 45Q: 3 clusters Score -1597962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1597972.000000 Penalty: 4703.849609
	Iteration 46Q: 3 clusters Score -1597972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1597976.250000 Penalty: 4703.849609
	Iteration 47Q: 3 clusters Score -1597976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1597979.500000 Penalty: 4703.849609
	Iteration 48Q: 3 clusters Score -1597980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1597988.500000 Penalty: 4703.849609
	Iteration 49Q: 3 clusters Score -1597988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1597986.625000 Penalty: 4703.849609
	Iteration 50Q: 3 clusters Score -1597987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1597988.625000 Penalty: 4703.849609
	Iteration 51Q: 3 clusters Score -1597989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1597993.500000 Penalty: 4703.849609
	Iteration 52Q: 3 clusters Score -1597994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1597995.625000 Penalty: 4703.849609
	Iteration 53Q: 3 clusters Score -1597996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1597999.000000 Penalty: 4703.849609
	Iteration 54Q: 3 clusters Score -1597999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1597999.000000 Penalty: 4703.849609
	Iteration 55Q: 3 clusters Score -1597999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1598003.625000 Penalty: 4703.849609
	Iteration 56Q: 3 clusters Score -1598004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1598004.375000 Penalty: 4703.849609
	Iteration 57Q: 3 clusters Score -1598004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1598011.375000 Penalty: 4703.849609
	Iteration 58Q: 3 clusters Score -1598011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1598021.000000 Penalty: 4703.849609
	Iteration 59Q: 3 clusters Score -1598021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1598032.750000 Penalty: 4703.849609
	Iteration 60F: 3 clusters Score -1598033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1598041.625000 Penalty: 4703.849609
	Iteration 61Q: 3 clusters Score -1598042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1598044.625000 Penalty: 4703.849609
	Iteration 62Q: 3 clusters Score -1598045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1598063.250000 Penalty: 4703.849609
	Iteration 63Q: 3 clusters Score -1598063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1598079.000000 Penalty: 4703.849609
	Iteration 64Q: 3 clusters Score -1598079 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1598100.875000 Penalty: 4703.849609
	Iteration 65Q: 3 clusters Score -1598101 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1598119.000000 Penalty: 4703.849609
	Iteration 66Q: 3 clusters Score -1598119 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1598148.250000 Penalty: 4703.849609
	Iteration 67Q: 3 clusters Score -1598148 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1598176.125000 Penalty: 4703.849609
	Iteration 68Q: 3 clusters Score -1598176 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1598199.750000 Penalty: 4703.849609
	Iteration 69Q: 3 clusters Score -1598200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1598236.375000 Penalty: 4703.849609
	Iteration 70Q: 3 clusters Score -1598236 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1598274.625000 Penalty: 4703.849609
	Iteration 71Q: 3 clusters Score -1598275 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1598315.375000 Penalty: 4703.849609
	Iteration 72Q: 3 clusters Score -1598315 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1598353.750000 Penalty: 4703.849609
	Iteration 73Q: 3 clusters Score -1598354 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1598403.125000 Penalty: 4703.849609
	Iteration 74Q: 3 clusters Score -1598403 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1598451.000000 Penalty: 4703.849609
	Iteration 75Q: 3 clusters Score -1598451 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1598507.500000 Penalty: 4703.849609
	Iteration 76Q: 3 clusters Score -1598508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1598561.750000 Penalty: 4703.849609
	Iteration 77Q: 3 clusters Score -1598562 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1598623.750000 Penalty: 4703.849609
	Iteration 78Q: 3 clusters Score -1598624 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1598690.250000 Penalty: 4703.849609
	Iteration 79Q: 3 clusters Score -1598690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1598746.125000 Penalty: 4703.849609
	Iteration 80F: 3 clusters Score -1598746 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1598798.875000 Penalty: 4703.849609
	Iteration 81Q: 3 clusters Score -1598799 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1598869.125000 Penalty: 4703.849609
	Iteration 82Q: 3 clusters Score -1598869 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1598921.000000 Penalty: 4703.849609
	Iteration 83Q: 3 clusters Score -1598921 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1598976.750000 Penalty: 4703.849609
	Iteration 84Q: 3 clusters Score -1598977 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1599026.250000 Penalty: 4703.849609
	Iteration 85Q: 3 clusters Score -1599026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1599070.750000 Penalty: 4703.849609
	Iteration 86Q: 3 clusters Score -1599071 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1599111.000000 Penalty: 4703.849609
	Iteration 87Q: 3 clusters Score -1599111 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1599148.500000 Penalty: 4703.849609
	Iteration 88Q: 3 clusters Score -1599148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1599189.000000 Penalty: 4703.849609
	Iteration 89Q: 3 clusters Score -1599189 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1599245.000000 Penalty: 4703.849609
	Iteration 90Q: 3 clusters Score -1599245 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1599305.250000 Penalty: 4703.849609
	Iteration 91Q: 3 clusters Score -1599305 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1599358.750000 Penalty: 4703.849609
	Iteration 92Q: 3 clusters Score -1599359 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1599399.375000 Penalty: 4703.849609
	Iteration 93Q: 3 clusters Score -1599399 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1599436.875000 Penalty: 4703.849609
	Iteration 94Q: 3 clusters Score -1599437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1599473.000000 Penalty: 4703.849609
	Iteration 95Q: 3 clusters Score -1599473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1599493.750000 Penalty: 4703.849609
	Iteration 96Q: 3 clusters Score -1599494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1599520.125000 Penalty: 4703.849609
	Iteration 97Q: 3 clusters Score -1599520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1599543.750000 Penalty: 4703.849609
	Iteration 98Q: 3 clusters Score -1599544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1599561.875000 Penalty: 4703.849609
	Iteration 99Q: 3 clusters Score -1599562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1599579.000000 Penalty: 4703.849609
	Iteration 100F: 3 clusters Score -1599579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1599586.500000 Penalty: 4703.849609
	Iteration 101Q: 3 clusters Score -1599586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1599591.750000 Penalty: 4703.849609
	Iteration 102Q: 3 clusters Score -1599592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1599596.875000 Penalty: 4703.849609
	Iteration 103Q: 3 clusters Score -1599597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1599597.750000 Penalty: 4703.849609
	Iteration 104Q: 3 clusters Score -1599598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1599601.500000 Penalty: 4703.849609
	Iteration 105Q: 3 clusters Score -1599602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1599603.750000 Penalty: 4703.849609
	Iteration 106Q: 3 clusters Score -1599604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1599605.750000 Penalty: 4703.849609
	Iteration 107Q: 3 clusters Score -1599606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1599608.875000 Penalty: 4703.849609
	Iteration 108Q: 3 clusters Score -1599609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1599608.875000 Penalty: 4703.849609
	Iteration 109F: 3 clusters Score -1599609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Entering Unmasked Estep 
Score: -6958767.500000 Penalty: 2693.512939
	Iteration 0F: 2 clusters Score -6958768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6923627.500000 Penalty: 5387.025879
	Iteration 0F: 3 clusters Score -6923628 nChanged 24167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -6937175.000000 Penalty: 5387.025879
	Iteration 1F: 3 clusters Score -6937175 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -6937746.000000 Penalty: 5387.025879
	Iteration 2Q: 3 clusters Score -6937746 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -6938354.500000 Penalty: 5387.025879
	Iteration 3Q: 3 clusters Score -6938354 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -6939018.000000 Penalty: 5387.025879
	Iteration 4Q: 3 clusters Score -6939018 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -6939994.500000 Penalty: 5387.025879
	Iteration 5Q: 3 clusters Score -6939994 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -6941408.000000 Penalty: 5387.025879
	Iteration 6F: 3 clusters Score -6941408 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -6943430.500000 Penalty: 5387.025879
	Iteration 7F: 3 clusters Score -6943430 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -6946296.000000 Penalty: 5387.025879
	Iteration 8F: 3 clusters Score -6946296 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -6949793.000000 Penalty: 5387.025879
	Iteration 9F: 3 clusters Score -6949793 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -6952690.500000 Penalty: 5387.025879
	Iteration 10F: 3 clusters Score -6952690 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -6954611.000000 Penalty: 5387.025879
	Iteration 11Q: 3 clusters Score -6954611 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6955571.000000 Penalty: 5387.025879
	Iteration 12Q: 3 clusters Score -6955571 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -6955999.000000 Penalty: 5387.025879
	Iteration 13Q: 3 clusters Score -6955999 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -6956198.500000 Penalty: 5387.025879
	Iteration 14Q: 3 clusters Score -6956198 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -6956299.500000 Penalty: 5387.025879
	Iteration 15Q: 3 clusters Score -6956300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -6956354.000000 Penalty: 5387.025879
	Iteration 16Q: 3 clusters Score -6956354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -6956372.500000 Penalty: 5387.025879
	Iteration 17Q: 3 clusters Score -6956372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -6956386.000000 Penalty: 5387.025879
	Iteration 18Q: 3 clusters Score -6956386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -6956398.500000 Penalty: 5387.025879
	Iteration 19Q: 3 clusters Score -6956398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -6956401.000000 Penalty: 5387.025879
	Iteration 20F: 3 clusters Score -6956401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6956407.500000 Penalty: 5387.025879
	Iteration 21Q: 3 clusters Score -6956408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -6956425.000000 Penalty: 5387.025879
	Iteration 22Q: 3 clusters Score -6956425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6956432.500000 Penalty: 5387.025879
	Iteration 23Q: 3 clusters Score -6956432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -6956454.000000 Penalty: 5387.025879
	Iteration 24Q: 3 clusters Score -6956454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -6956456.500000 Penalty: 5387.025879
	Iteration 25Q: 3 clusters Score -6956456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -6956463.000000 Penalty: 5387.025879
	Iteration 26Q: 3 clusters Score -6956463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -6956465.000000 Penalty: 5387.025879
	Iteration 27Q: 3 clusters Score -6956465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -6956463.000000 Penalty: 5387.025879
	Iteration 28Q: 3 clusters Score -6956463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -6956461.000000 Penalty: 5387.025879
	Iteration 29Q: 3 clusters Score -6956461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -6956463.000000 Penalty: 5387.025879
	Iteration 30Q: 3 clusters Score -6956463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -6956463.000000 Penalty: 5387.025879
	Iteration 31F: 3 clusters Score -6956463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Entering Unmasked Estep 
Score: -4878409.000000 Penalty: 2603.559082
	Iteration 0F: 2 clusters Score -4878409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4853671.500000 Penalty: 5207.118164
	Iteration 0F: 3 clusters Score -4853672 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -4862861.500000 Penalty: 5207.118164
	Iteration 1F: 3 clusters Score -4862862 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -4863374.500000 Penalty: 5207.118164
	Iteration 2Q: 3 clusters Score -4863374 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4863826.500000 Penalty: 5207.118164
	Iteration 3Q: 3 clusters Score -4863826 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4864247.500000 Penalty: 5207.118164
	Iteration 4Q: 3 clusters Score -4864248 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4864701.500000 Penalty: 5207.118164
	Iteration 5Q: 3 clusters Score -4864702 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4865374.000000 Penalty: 5207.118164
	Iteration 6Q: 3 clusters Score -4865374 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4866174.500000 Penalty: 5207.118164
	Iteration 7Q: 3 clusters Score -4866174 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -4867271.000000 Penalty: 5207.118164
	Iteration 8F: 3 clusters Score -4867271 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -4868683.500000 Penalty: 5207.118164
	Iteration 9F: 3 clusters Score -4868684 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -4870415.500000 Penalty: 5207.118164
	Iteration 10F: 3 clusters Score -4870416 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -4872194.500000 Penalty: 5207.118164
	Iteration 11F: 3 clusters Score -4872194 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4873717.000000 Penalty: 5207.118164
	Iteration 12Q: 3 clusters Score -4873717 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4874828.500000 Penalty: 5207.118164
	Iteration 13Q: 3 clusters Score -4874828 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -4875408.500000 Penalty: 5207.118164
	Iteration 14Q: 3 clusters Score -4875408 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4875724.500000 Penalty: 5207.118164
	Iteration 15Q: 3 clusters Score -4875724 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -4875913.000000 Penalty: 5207.118164
	Iteration 16Q: 3 clusters Score -4875913 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4876003.500000 Penalty: 5207.118164
	Iteration 17Q: 3 clusters Score -4876004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -4876036.000000 Penalty: 5207.118164
	Iteration 18Q: 3 clusters Score -4876036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -4876061.500000 Penalty: 5207.118164
	Iteration 19Q: 3 clusters Score -4876062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4876078.500000 Penalty: 5207.118164
	Iteration 20F: 3 clusters Score -4876078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -4876090.500000 Penalty: 5207.118164
	Iteration 21Q: 3 clusters Score -4876090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4876089.000000 Penalty: 5207.118164
	Iteration 22Q: 3 clusters Score -4876089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4876097.500000 Penalty: 5207.118164
	Iteration 23Q: 3 clusters Score -4876098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4876105.500000 Penalty: 5207.118164
	Iteration 24Q: 3 clusters Score -4876106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4876113.500000 Penalty: 5207.118164
	Iteration 25Q: 3 clusters Score -4876114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4876114.500000 Penalty: 5207.118164
	Iteration 26Q: 3 clusters Score -4876114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4876122.000000 Penalty: 5207.118164
	Iteration 27Q: 3 clusters Score -4876122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4876127.000000 Penalty: 5207.118164
	Iteration 28Q: 3 clusters Score -4876127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4876130.500000 Penalty: 5207.118164
	Iteration 29Q: 3 clusters Score -4876130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4876134.000000 Penalty: 5207.118164
	Iteration 30Q: 3 clusters Score -4876134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4876134.000000 Penalty: 5207.118164
	Iteration 31F: 3 clusters Score -4876134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -269635.843750 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -269635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267002.875000 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -267002.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -267445.125000 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -267445.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -267587.375000 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -267587.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -267667.343750 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -267667.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267742.281250 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -267742.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -267799.437500 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -267799.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -267840.156250 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -267840.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -267872.500000 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -267872.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -267891.187500 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -267891.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -267906.750000 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -267906.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -267923.437500 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -267923.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -267933.093750 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -267933.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -267941.875000 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -267941.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -267948.687500 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -267948.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -267952.156250 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -267952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -267955.000000 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -267955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -267959.843750 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -267959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267964.125000 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -267964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267967.593750 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -267967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -267970.406250 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -267970.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267973.218750 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -267973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -267975.500000 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -267975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -267976.187500 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -267976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267978.375000 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -267978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -267981.218750 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -267981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -267982.406250 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -267982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -267984.593750 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -267984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -267985.218750 Penalty: 3784.708740
	Iteration 27Q: 3 clusters Score -267985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -267987.218750 Penalty: 3784.708740
	Iteration 28Q: 3 clusters Score -267987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267990.218750 Penalty: 3784.708740
	Iteration 29Q: 3 clusters Score -267990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267991.593750 Penalty: 3784.708740
	Iteration 30Q: 3 clusters Score -267991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267992.843750 Penalty: 3784.708740
	Iteration 31Q: 3 clusters Score -267992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267994.781250 Penalty: 3784.708740
	Iteration 32Q: 3 clusters Score -267994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -267997.031250 Penalty: 3784.708740
	Iteration 33Q: 3 clusters Score -267997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -267998.593750 Penalty: 3784.708740
	Iteration 34Q: 3 clusters Score -267998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -268000.906250 Penalty: 3784.708740
	Iteration 35Q: 3 clusters Score -268000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -268002.625000 Penalty: 3784.708740
	Iteration 36Q: 3 clusters Score -268002.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -268003.843750 Penalty: 3784.708740
	Iteration 37Q: 3 clusters Score -268003.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -268003.843750 Penalty: 3784.708740
	Iteration 38F: 3 clusters Score -268003.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -21300.865234 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -21300.87 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 103 members 
Entering Unmasked Estep 
Score: -20203.996094 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -20204 nChanged 27
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: -20318.130859 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -20318.13 nChanged 4
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: -20343.693359 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -20343.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20388.158203 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -20388.16 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: -20406.914062 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -20406.91 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: -20413.000000 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -20413 nChanged 0
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: -20413.000000 Penalty: 2666.138184
	Iteration 6F: 3 clusters Score -20413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Entering Unmasked Estep 
Score: -4264081.000000 Penalty: 2590.323242
	Iteration 0F: 2 clusters Score -4264081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -4240651.000000 Penalty: 5180.646484
	Iteration 0F: 3 clusters Score -4240651 nChanged 15521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4249259.000000 Penalty: 5180.646484
	Iteration 1F: 3 clusters Score -4249259 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4250006.000000 Penalty: 5180.646484
	Iteration 2F: 3 clusters Score -4250006 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4250812.500000 Penalty: 5180.646484
	Iteration 3F: 3 clusters Score -4250812 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4251688.000000 Penalty: 5180.646484
	Iteration 4F: 3 clusters Score -4251688 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4252836.500000 Penalty: 5180.646484
	Iteration 5F: 3 clusters Score -4252836 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -4254155.000000 Penalty: 5180.646484
	Iteration 6F: 3 clusters Score -4254155 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -4255501.000000 Penalty: 5180.646484
	Iteration 7F: 3 clusters Score -4255501 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -4256821.000000 Penalty: 5180.646484
	Iteration 8F: 3 clusters Score -4256821 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4257909.500000 Penalty: 5180.646484
	Iteration 9F: 3 clusters Score -4257910 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4258658.500000 Penalty: 5180.646484
	Iteration 10Q: 3 clusters Score -4258658 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4259167.000000 Penalty: 5180.646484
	Iteration 11Q: 3 clusters Score -4259167 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4259493.000000 Penalty: 5180.646484
	Iteration 12Q: 3 clusters Score -4259493 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4259669.000000 Penalty: 5180.646484
	Iteration 13Q: 3 clusters Score -4259669 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -4259804.000000 Penalty: 5180.646484
	Iteration 14Q: 3 clusters Score -4259804 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4259912.000000 Penalty: 5180.646484
	Iteration 15Q: 3 clusters Score -4259912 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4259987.000000 Penalty: 5180.646484
	Iteration 16Q: 3 clusters Score -4259987 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -4260062.000000 Penalty: 5180.646484
	Iteration 17Q: 3 clusters Score -4260062 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4260156.000000 Penalty: 5180.646484
	Iteration 18Q: 3 clusters Score -4260156 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4260234.500000 Penalty: 5180.646484
	Iteration 19Q: 3 clusters Score -4260234 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -4260272.000000 Penalty: 5180.646484
	Iteration 20F: 3 clusters Score -4260272 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -4260295.000000 Penalty: 5180.646484
	Iteration 21Q: 3 clusters Score -4260295 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4260348.000000 Penalty: 5180.646484
	Iteration 22Q: 3 clusters Score -4260348 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -4260391.500000 Penalty: 5180.646484
	Iteration 23Q: 3 clusters Score -4260392 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4260429.000000 Penalty: 5180.646484
	Iteration 24Q: 3 clusters Score -4260429 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -4260458.000000 Penalty: 5180.646484
	Iteration 25Q: 3 clusters Score -4260458 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -4260487.000000 Penalty: 5180.646484
	Iteration 26Q: 3 clusters Score -4260487 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4260527.000000 Penalty: 5180.646484
	Iteration 27Q: 3 clusters Score -4260527 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4260567.500000 Penalty: 5180.646484
	Iteration 28Q: 3 clusters Score -4260568 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -4260583.500000 Penalty: 5180.646484
	Iteration 29Q: 3 clusters Score -4260584 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4260602.500000 Penalty: 5180.646484
	Iteration 30Q: 3 clusters Score -4260602 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4260641.000000 Penalty: 5180.646484
	Iteration 31Q: 3 clusters Score -4260641 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -4260653.500000 Penalty: 5180.646484
	Iteration 32Q: 3 clusters Score -4260654 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4260655.500000 Penalty: 5180.646484
	Iteration 33Q: 3 clusters Score -4260656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -4260668.000000 Penalty: 5180.646484
	Iteration 34Q: 3 clusters Score -4260668 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4260675.500000 Penalty: 5180.646484
	Iteration 35Q: 3 clusters Score -4260676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -4260686.500000 Penalty: 5180.646484
	Iteration 36Q: 3 clusters Score -4260686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4260717.000000 Penalty: 5180.646484
	Iteration 37Q: 3 clusters Score -4260717 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4260713.000000 Penalty: 5180.646484
	Iteration 38Q: 3 clusters Score -4260713 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4260733.000000 Penalty: 5180.646484
	Iteration 39Q: 3 clusters Score -4260733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4260749.500000 Penalty: 5180.646484
	Iteration 40F: 3 clusters Score -4260750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -4260758.500000 Penalty: 5180.646484
	Iteration 41Q: 3 clusters Score -4260758 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -4260769.500000 Penalty: 5180.646484
	Iteration 42Q: 3 clusters Score -4260770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4260800.500000 Penalty: 5180.646484
	Iteration 43Q: 3 clusters Score -4260800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4260809.000000 Penalty: 5180.646484
	Iteration 44Q: 3 clusters Score -4260809 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4260819.000000 Penalty: 5180.646484
	Iteration 45Q: 3 clusters Score -4260819 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4260818.000000 Penalty: 5180.646484
	Iteration 46Q: 3 clusters Score -4260818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -4260848.500000 Penalty: 5180.646484
	Iteration 47Q: 3 clusters Score -4260848 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4260867.500000 Penalty: 5180.646484
	Iteration 48Q: 3 clusters Score -4260868 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4260882.000000 Penalty: 5180.646484
	Iteration 49Q: 3 clusters Score -4260882 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4260914.500000 Penalty: 5180.646484
	Iteration 50Q: 3 clusters Score -4260914 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4260947.500000 Penalty: 5180.646484
	Iteration 51Q: 3 clusters Score -4260948 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4260978 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4261037.500000 Penalty: 5180.646484
	Iteration 53Q: 3 clusters Score -4261038 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4261068.500000 Penalty: 5180.646484
	Iteration 54Q: 3 clusters Score -4261068 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -4261138.000000 Penalty: 5180.646484
	Iteration 55Q: 3 clusters Score -4261138 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4261184 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4261250.000000 Penalty: 5180.646484
	Iteration 57Q: 3 clusters Score -4261250 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4261309.500000 Penalty: 5180.646484
	Iteration 58Q: 3 clusters Score -4261310 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4261380 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -4261459.000000 Penalty: 5180.646484
	Iteration 60F: 3 clusters Score -4261459 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4261547.000000 Penalty: 5180.646484
	Iteration 61Q: 3 clusters Score -4261547 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4261643.000000 Penalty: 5180.646484
	Iteration 62Q: 3 clusters Score -4261643 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -4261695.000000 Penalty: 5180.646484
	Iteration 63Q: 3 clusters Score -4261695 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -4261755.000000 Penalty: 5180.646484
	Iteration 64Q: 3 clusters Score -4261755 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4261808.500000 Penalty: 5180.646484
	Iteration 65Q: 3 clusters Score -4261808 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4261875.500000 Penalty: 5180.646484
	Iteration 66Q: 3 clusters Score -4261876 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4261928.500000 Penalty: 5180.646484
	Iteration 67Q: 3 clusters Score -4261928 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4261977.000000 Penalty: 5180.646484
	Iteration 68Q: 3 clusters Score -4261977 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4262003 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4262028.000000 Penalty: 5180.646484
	Iteration 70Q: 3 clusters Score -4262028 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -4262052.000000 Penalty: 5180.646484
	Iteration 71Q: 3 clusters Score -4262052 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4262070.000000 Penalty: 5180.646484
	Iteration 72Q: 3 clusters Score -4262070 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4262093.500000 Penalty: 5180.646484
	Iteration 73Q: 3 clusters Score -4262094 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -4262103.000000 Penalty: 5180.646484
	Iteration 74Q: 3 clusters Score -4262103 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4262128.000000 Penalty: 5180.646484
	Iteration 75Q: 3 clusters Score -4262128 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -4262165.500000 Penalty: 5180.646484
	Iteration 76Q: 3 clusters Score -4262166 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4262175.500000 Penalty: 5180.646484
	Iteration 77Q: 3 clusters Score -4262176 nChanged 90
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Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -4262186.500000 Penalty: 5180.646484
	Iteration 78Q: 3 clusters Score -4262186 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4262196.500000 Penalty: 5180.646484
	Iteration 79Q: 3 clusters Score -4262196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -4262195.000000 Penalty: 5180.646484
	Iteration 80F: 3 clusters Score -4262195 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -4262198.000000 Penalty: 5180.646484
	Iteration 81Q: 3 clusters Score -4262198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4262203.500000 Penalty: 5180.646484
	Iteration 82Q: 3 clusters Score -4262204 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4262212.500000 Penalty: 5180.646484
	Iteration 83Q: 3 clusters Score -4262212 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4262212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4262217.500000 Penalty: 5180.646484
	Iteration 85Q: 3 clusters Score -4262218 nChanged 43
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Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -4262231.500000 Penalty: 5180.646484
	Iteration 86Q: 3 clusters Score -4262232 nChanged 39
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Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4262235.500000 Penalty: 5180.646484
	Iteration 87Q: 3 clusters Score -4262236 nChanged 47
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Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -4262239.500000 Penalty: 5180.646484
	Iteration 88Q: 3 clusters Score -4262240 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4262237.500000 Penalty: 5180.646484
	Iteration 89Q: 3 clusters Score -4262238 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -4262234.000000 Penalty: 5180.646484
	Iteration 90Q: 3 clusters Score -4262234 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4262243.500000 Penalty: 5180.646484
	Iteration 91Q: 3 clusters Score -4262244 nChanged 39
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Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4262236.000000 Penalty: 5180.646484
	Iteration 92Q: 3 clusters Score -4262236 nChanged 40
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Mstep: Class 1 contains 9610 members 
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Entering Unmasked Estep 
Score: -4262251.500000 Penalty: 5180.646484
	Iteration 93Q: 3 clusters Score -4262252 nChanged 37
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Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -4262261.000000 Penalty: 5180.646484
	Iteration 94Q: 3 clusters Score -4262261 nChanged 39
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Mstep: Class 1 contains 9534 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4262250 nChanged 33
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Mstep: Class 1 contains 9501 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4262249 nChanged 33
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Mstep: Class 1 contains 9468 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4262260 nChanged 28
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Mstep: Class 1 contains 9440 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4262264 nChanged 19
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Mstep: Class 1 contains 9421 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4262270 nChanged 17
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Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4262260 nChanged 22
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Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4262270 nChanged 26
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Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4262270 nChanged 27
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Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4262274 nChanged 30
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Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4262272 nChanged 35
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Mstep: Class 1 contains 9266 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4262278 nChanged 21
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Mstep: Class 2 contains 25122 members 
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	Iteration 106Q: 3 clusters Score -4262278 nChanged 20
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Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4262272 nChanged 23
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Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4262279.000000 Penalty: 5180.646484
	Iteration 108Q: 3 clusters Score -4262279 nChanged 20
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Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4262280 nChanged 15
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Mstep: Class 1 contains 9167 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4262282 nChanged 17
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Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4262280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4262284.500000 Penalty: 5180.646484
	Iteration 112Q: 3 clusters Score -4262284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -4262273.000000 Penalty: 5180.646484
	Iteration 113Q: 3 clusters Score -4262273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -4262290.500000 Penalty: 5180.646484
	Iteration 114Q: 3 clusters Score -4262290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -4262283.500000 Penalty: 5180.646484
	Iteration 115Q: 3 clusters Score -4262284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -4262291.000000 Penalty: 5180.646484
	Iteration 116Q: 3 clusters Score -4262291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -4262294.000000 Penalty: 5180.646484
	Iteration 117Q: 3 clusters Score -4262294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -4262297.500000 Penalty: 5180.646484
	Iteration 118Q: 3 clusters Score -4262298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -4262301.000000 Penalty: 5180.646484
	Iteration 119Q: 3 clusters Score -4262301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4262303.000000 Penalty: 5180.646484
	Iteration 120F: 3 clusters Score -4262303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4262306.500000 Penalty: 5180.646484
	Iteration 121Q: 3 clusters Score -4262306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -4262307.000000 Penalty: 5180.646484
	Iteration 122Q: 3 clusters Score -4262307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -4262305.500000 Penalty: 5180.646484
	Iteration 123Q: 3 clusters Score -4262306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -4262308.500000 Penalty: 5180.646484
	Iteration 124Q: 3 clusters Score -4262308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -4262308.500000 Penalty: 5180.646484
	Iteration 125F: 3 clusters Score -4262308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Entering Unmasked Estep 
Score: -3387127.750000 Penalty: 2513.124512
	Iteration 0F: 2 clusters Score -3387128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3369707.500000 Penalty: 5026.249023
	Iteration 0F: 3 clusters Score -3369708 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3375751.000000 Penalty: 5026.249023
	Iteration 1F: 3 clusters Score -3375751 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3376156.000000 Penalty: 5026.249023
	Iteration 2Q: 3 clusters Score -3376156 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3376547.250000 Penalty: 5026.249023
	Iteration 3Q: 3 clusters Score -3376547 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3376999.000000 Penalty: 5026.249023
	Iteration 4Q: 3 clusters Score -3376999 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3377475.000000 Penalty: 5026.249023
	Iteration 5Q: 3 clusters Score -3377475 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3378080.500000 Penalty: 5026.249023
	Iteration 6Q: 3 clusters Score -3378080 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3378722.500000 Penalty: 5026.249023
	Iteration 7Q: 3 clusters Score -3378722 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3379380.750000 Penalty: 5026.249023
	Iteration 8F: 3 clusters Score -3379381 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3380009.000000 Penalty: 5026.249023
	Iteration 9F: 3 clusters Score -3380009 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3380610.500000 Penalty: 5026.249023
	Iteration 10Q: 3 clusters Score -3380610 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3381126.500000 Penalty: 5026.249023
	Iteration 11Q: 3 clusters Score -3381126 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3381591.750000 Penalty: 5026.249023
	Iteration 12Q: 3 clusters Score -3381592 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3382011.000000 Penalty: 5026.249023
	Iteration 13Q: 3 clusters Score -3382011 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3382348.250000 Penalty: 5026.249023
	Iteration 14Q: 3 clusters Score -3382348 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3382704.500000 Penalty: 5026.249023
	Iteration 15Q: 3 clusters Score -3382704 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3383061.750000 Penalty: 5026.249023
	Iteration 16Q: 3 clusters Score -3383062 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3383408.500000 Penalty: 5026.249023
	Iteration 17Q: 3 clusters Score -3383408 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3383680.000000 Penalty: 5026.249023
	Iteration 18Q: 3 clusters Score -3383680 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -3383948.000000 Penalty: 5026.249023
	Iteration 19Q: 3 clusters Score -3383948 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3384176.000000 Penalty: 5026.249023
	Iteration 20F: 3 clusters Score -3384176 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3384409.500000 Penalty: 5026.249023
	Iteration 21Q: 3 clusters Score -3384410 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3384627.500000 Penalty: 5026.249023
	Iteration 22Q: 3 clusters Score -3384628 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3384823.250000 Penalty: 5026.249023
	Iteration 23Q: 3 clusters Score -3384823 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3385005.250000 Penalty: 5026.249023
	Iteration 24Q: 3 clusters Score -3385005 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3385201.750000 Penalty: 5026.249023
	Iteration 25Q: 3 clusters Score -3385202 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3385358.000000 Penalty: 5026.249023
	Iteration 26Q: 3 clusters Score -3385358 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3385505.000000 Penalty: 5026.249023
	Iteration 27Q: 3 clusters Score -3385505 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3385641.500000 Penalty: 5026.249023
	Iteration 28Q: 3 clusters Score -3385642 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3385783.250000 Penalty: 5026.249023
	Iteration 29Q: 3 clusters Score -3385783 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3385914.500000 Penalty: 5026.249023
	Iteration 30Q: 3 clusters Score -3385914 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3386024.000000 Penalty: 5026.249023
	Iteration 31Q: 3 clusters Score -3386024 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3386132.750000 Penalty: 5026.249023
	Iteration 32Q: 3 clusters Score -3386133 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3386207.750000 Penalty: 5026.249023
	Iteration 33Q: 3 clusters Score -3386208 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3386285.500000 Penalty: 5026.249023
	Iteration 34Q: 3 clusters Score -3386286 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3386361.250000 Penalty: 5026.249023
	Iteration 35Q: 3 clusters Score -3386361 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3386412.750000 Penalty: 5026.249023
	Iteration 36Q: 3 clusters Score -3386413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3386454.000000 Penalty: 5026.249023
	Iteration 37Q: 3 clusters Score -3386454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3386495.750000 Penalty: 5026.249023
	Iteration 38Q: 3 clusters Score -3386496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3386515.000000 Penalty: 5026.249023
	Iteration 39Q: 3 clusters Score -3386515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3386536.000000 Penalty: 5026.249023
	Iteration 40F: 3 clusters Score -3386536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3386544.000000 Penalty: 5026.249023
	Iteration 41Q: 3 clusters Score -3386544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3386564.250000 Penalty: 5026.249023
	Iteration 42Q: 3 clusters Score -3386564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3386576.250000 Penalty: 5026.249023
	Iteration 43Q: 3 clusters Score -3386576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3386586.250000 Penalty: 5026.249023
	Iteration 44Q: 3 clusters Score -3386586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3386588.250000 Penalty: 5026.249023
	Iteration 45Q: 3 clusters Score -3386588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3386596.000000 Penalty: 5026.249023
	Iteration 46Q: 3 clusters Score -3386596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3386613.750000 Penalty: 5026.249023
	Iteration 47Q: 3 clusters Score -3386614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3386624.750000 Penalty: 5026.249023
	Iteration 48Q: 3 clusters Score -3386625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3386622.000000 Penalty: 5026.249023
	Iteration 49Q: 3 clusters Score -3386622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3386631.000000 Penalty: 5026.249023
	Iteration 50Q: 3 clusters Score -3386631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3386633.250000 Penalty: 5026.249023
	Iteration 51Q: 3 clusters Score -3386633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3386629.500000 Penalty: 5026.249023
	Iteration 52Q: 3 clusters Score -3386630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3386635.750000 Penalty: 5026.249023
	Iteration 53Q: 3 clusters Score -3386636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3386635.250000 Penalty: 5026.249023
	Iteration 54Q: 3 clusters Score -3386635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3386634.000000 Penalty: 5026.249023
	Iteration 55Q: 3 clusters Score -3386634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3386636.500000 Penalty: 5026.249023
	Iteration 56Q: 3 clusters Score -3386636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3386632.000000 Penalty: 5026.249023
	Iteration 57Q: 3 clusters Score -3386632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3386632.000000 Penalty: 5026.249023
	Iteration 58F: 3 clusters Score -3386632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185599 members 
Entering Unmasked Estep 
Score: -24615436.000000 Penalty: 3008.573242
	Iteration 0F: 2 clusters Score -2.461544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -24493630.000000 Penalty: 6017.146484
	Iteration 0F: 3 clusters Score -2.449363e+07 nChanged 89203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -24545836.000000 Penalty: 6017.146484
	Iteration 1F: 3 clusters Score -2.454584e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -24546974.000000 Penalty: 6017.146484
	Iteration 2Q: 3 clusters Score -2.454697e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98464 members 
Mstep: Class 2 contains 87135 members 
Entering Unmasked Estep 
Score: -24548694.000000 Penalty: 6017.146484
	Iteration 3Q: 3 clusters Score -2.454869e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -24550914.000000 Penalty: 6017.146484
	Iteration 4Q: 3 clusters Score -2.455091e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -24554060.000000 Penalty: 6017.146484
	Iteration 5Q: 3 clusters Score -2.455406e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114138 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -24559194.000000 Penalty: 6017.146484
	Iteration 6F: 3 clusters Score -2.455919e+07 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -24567968.000000 Penalty: 6017.146484
	Iteration 7F: 3 clusters Score -2.456797e+07 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -24579464.000000 Penalty: 6017.146484
	Iteration 8F: 3 clusters Score -2.457946e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146304 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -24591772.000000 Penalty: 6017.146484
	Iteration 9F: 3 clusters Score -2.459177e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153495 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -24601262.000000 Penalty: 6017.146484
	Iteration 10F: 3 clusters Score -2.460126e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -24605946.000000 Penalty: 6017.146484
	Iteration 11Q: 3 clusters Score -2.460595e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160226 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -24607974.000000 Penalty: 6017.146484
	Iteration 12Q: 3 clusters Score -2.460797e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162433 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -24609172.000000 Penalty: 6017.146484
	Iteration 13Q: 3 clusters Score -2.460917e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164356 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -24610040.000000 Penalty: 6017.146484
	Iteration 14Q: 3 clusters Score -2.461004e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166060 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -24610614.000000 Penalty: 6017.146484
	Iteration 15Q: 3 clusters Score -2.461061e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167627 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -24611092.000000 Penalty: 6017.146484
	Iteration 16Q: 3 clusters Score -2.461109e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169099 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -24611506.000000 Penalty: 6017.146484
	Iteration 17Q: 3 clusters Score -2.461151e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170479 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -24611956.000000 Penalty: 6017.146484
	Iteration 18Q: 3 clusters Score -2.461196e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171707 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -24612304.000000 Penalty: 6017.146484
	Iteration 19Q: 3 clusters Score -2.46123e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172787 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -24612468.000000 Penalty: 6017.146484
	Iteration 20F: 3 clusters Score -2.461247e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173789 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -24612666.000000 Penalty: 6017.146484
	Iteration 21Q: 3 clusters Score -2.461267e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174675 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -24612954.000000 Penalty: 6017.146484
	Iteration 22Q: 3 clusters Score -2.461295e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175501 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -24613086.000000 Penalty: 6017.146484
	Iteration 23Q: 3 clusters Score -2.461309e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176245 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -24613172.000000 Penalty: 6017.146484
	Iteration 24Q: 3 clusters Score -2.461317e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176963 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -24613298.000000 Penalty: 6017.146484
	Iteration 25Q: 3 clusters Score -2.46133e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177609 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -24613502.000000 Penalty: 6017.146484
	Iteration 26Q: 3 clusters Score -2.46135e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178185 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -24613580.000000 Penalty: 6017.146484
	Iteration 27Q: 3 clusters Score -2.461358e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178717 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -24613650.000000 Penalty: 6017.146484
	Iteration 28Q: 3 clusters Score -2.461365e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179239 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -24613808.000000 Penalty: 6017.146484
	Iteration 29Q: 3 clusters Score -2.461381e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179684 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -24613890.000000 Penalty: 6017.146484
	Iteration 30Q: 3 clusters Score -2.461389e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -24613924.000000 Penalty: 6017.146484
	Iteration 31Q: 3 clusters Score -2.461392e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180395 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -24613978.000000 Penalty: 6017.146484
	Iteration 32Q: 3 clusters Score -2.461398e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180702 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -24613896.000000 Penalty: 6017.146484
	Iteration 33Q: 3 clusters Score -2.46139e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180979 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -24614034.000000 Penalty: 6017.146484
	Iteration 34Q: 3 clusters Score -2.461403e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181224 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -24614002.000000 Penalty: 6017.146484
	Iteration 35Q: 3 clusters Score -2.4614e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181431 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -24614070.000000 Penalty: 6017.146484
	Iteration 36Q: 3 clusters Score -2.461407e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181588 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -24614062.000000 Penalty: 6017.146484
	Iteration 37Q: 3 clusters Score -2.461406e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181726 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -24614086.000000 Penalty: 6017.146484
	Iteration 38Q: 3 clusters Score -2.461409e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181851 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -24614096.000000 Penalty: 6017.146484
	Iteration 39Q: 3 clusters Score -2.46141e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181979 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -24614066.000000 Penalty: 6017.146484
	Iteration 40F: 3 clusters Score -2.461407e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -24614052.000000 Penalty: 6017.146484
	Iteration 41Q: 3 clusters Score -2.461405e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182184 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -24614088.000000 Penalty: 6017.146484
	Iteration 42Q: 3 clusters Score -2.461409e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182276 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -24614164.000000 Penalty: 6017.146484
	Iteration 43Q: 3 clusters Score -2.461416e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182370 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -24614206.000000 Penalty: 6017.146484
	Iteration 44Q: 3 clusters Score -2.461421e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182450 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -24614218.000000 Penalty: 6017.146484
	Iteration 45Q: 3 clusters Score -2.461422e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182519 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -24614232.000000 Penalty: 6017.146484
	Iteration 46Q: 3 clusters Score -2.461423e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182569 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -24614242.000000 Penalty: 6017.146484
	Iteration 47Q: 3 clusters Score -2.461424e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182616 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -24614260.000000 Penalty: 6017.146484
	Iteration 48Q: 3 clusters Score -2.461426e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182659 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -24614242.000000 Penalty: 6017.146484
	Iteration 49Q: 3 clusters Score -2.461424e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182697 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -24614182.000000 Penalty: 6017.146484
	Iteration 50Q: 3 clusters Score -2.461418e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182725 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -24614168.000000 Penalty: 6017.146484
	Iteration 51Q: 3 clusters Score -2.461417e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182754 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -24614144.000000 Penalty: 6017.146484
	Iteration 52Q: 3 clusters Score -2.461414e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182770 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -24614162.000000 Penalty: 6017.146484
	Iteration 53Q: 3 clusters Score -2.461416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182785 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -24614160.000000 Penalty: 6017.146484
	Iteration 54Q: 3 clusters Score -2.461416e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182811 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24614166.000000 Penalty: 6017.146484
	Iteration 55Q: 3 clusters Score -2.461417e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182835 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -24614172.000000 Penalty: 6017.146484
	Iteration 56Q: 3 clusters Score -2.461417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182861 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -24614158.000000 Penalty: 6017.146484
	Iteration 57Q: 3 clusters Score -2.461416e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182884 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -24614150.000000 Penalty: 6017.146484
	Iteration 58Q: 3 clusters Score -2.461415e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182911 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -24614156.000000 Penalty: 6017.146484
	Iteration 59Q: 3 clusters Score -2.461416e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182940 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -24614164.000000 Penalty: 6017.146484
	Iteration 60F: 3 clusters Score -2.461416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182960 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -24614162.000000 Penalty: 6017.146484
	Iteration 61Q: 3 clusters Score -2.461416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182979 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -24614160.000000 Penalty: 6017.146484
	Iteration 62Q: 3 clusters Score -2.461416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182998 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -24614156.000000 Penalty: 6017.146484
	Iteration 63Q: 3 clusters Score -2.461416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183023 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -24614176.000000 Penalty: 6017.146484
	Iteration 64Q: 3 clusters Score -2.461418e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183044 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -24614180.000000 Penalty: 6017.146484
	Iteration 65Q: 3 clusters Score -2.461418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183073 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -24614212.000000 Penalty: 6017.146484
	Iteration 66Q: 3 clusters Score -2.461421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -24614202.000000 Penalty: 6017.146484
	Iteration 67Q: 3 clusters Score -2.46142e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183120 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -24614238.000000 Penalty: 6017.146484
	Iteration 68Q: 3 clusters Score -2.461424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -24614262.000000 Penalty: 6017.146484
	Iteration 69Q: 3 clusters Score -2.461426e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183161 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -24614266.000000 Penalty: 6017.146484
	Iteration 70Q: 3 clusters Score -2.461427e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -24614256.000000 Penalty: 6017.146484
	Iteration 71Q: 3 clusters Score -2.461426e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183197 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -24614248.000000 Penalty: 6017.146484
	Iteration 72Q: 3 clusters Score -2.461425e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183206 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -24614266.000000 Penalty: 6017.146484
	Iteration 73Q: 3 clusters Score -2.461427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183219 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -24614312.000000 Penalty: 6017.146484
	Iteration 74Q: 3 clusters Score -2.461431e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183231 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -24614294.000000 Penalty: 6017.146484
	Iteration 75Q: 3 clusters Score -2.461429e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183244 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -24614306.000000 Penalty: 6017.146484
	Iteration 76Q: 3 clusters Score -2.461431e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183261 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -24614326.000000 Penalty: 6017.146484
	Iteration 77Q: 3 clusters Score -2.461433e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183269 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -24614350.000000 Penalty: 6017.146484
	Iteration 78Q: 3 clusters Score -2.461435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183280 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -24614368.000000 Penalty: 6017.146484
	Iteration 79Q: 3 clusters Score -2.461437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183288 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -24614374.000000 Penalty: 6017.146484
	Iteration 80F: 3 clusters Score -2.461437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183292 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -24614388.000000 Penalty: 6017.146484
	Iteration 81Q: 3 clusters Score -2.461439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183295 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -24614376.000000 Penalty: 6017.146484
	Iteration 82Q: 3 clusters Score -2.461438e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183303 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24614384.000000 Penalty: 6017.146484
	Iteration 83Q: 3 clusters Score -2.461438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183311 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -24614404.000000 Penalty: 6017.146484
	Iteration 84Q: 3 clusters Score -2.46144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183319 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -24614428.000000 Penalty: 6017.146484
	Iteration 85Q: 3 clusters Score -2.461443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183324 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -24614422.000000 Penalty: 6017.146484
	Iteration 86Q: 3 clusters Score -2.461442e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183326 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -24614430.000000 Penalty: 6017.146484
	Iteration 87Q: 3 clusters Score -2.461443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -24614450.000000 Penalty: 6017.146484
	Iteration 88Q: 3 clusters Score -2.461445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183337 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24614430.000000 Penalty: 6017.146484
	Iteration 89Q: 3 clusters Score -2.461443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183343 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -24614440.000000 Penalty: 6017.146484
	Iteration 90Q: 3 clusters Score -2.461444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183344 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -24614436.000000 Penalty: 6017.146484
	Iteration 91Q: 3 clusters Score -2.461444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183342 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -24614464.000000 Penalty: 6017.146484
	Iteration 92Q: 3 clusters Score -2.461446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183341 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -24614440.000000 Penalty: 6017.146484
	Iteration 93Q: 3 clusters Score -2.461444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183342 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -24614440.000000 Penalty: 6017.146484
	Iteration 94Q: 3 clusters Score -2.461444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183341 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -24614440.000000 Penalty: 6017.146484
	Iteration 95Q: 3 clusters Score -2.461444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183343 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -24614420.000000 Penalty: 6017.146484
	Iteration 96Q: 3 clusters Score -2.461442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183338 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -24614438.000000 Penalty: 6017.146484
	Iteration 97Q: 3 clusters Score -2.461444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183333 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24614436.000000 Penalty: 6017.146484
	Iteration 98Q: 3 clusters Score -2.461444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -24614428.000000 Penalty: 6017.146484
	Iteration 99Q: 3 clusters Score -2.461443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -24614426.000000 Penalty: 6017.146484
	Iteration 100F: 3 clusters Score -2.461443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183333 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24614428.000000 Penalty: 6017.146484
	Iteration 101Q: 3 clusters Score -2.461443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -24614426.000000 Penalty: 6017.146484
	Iteration 102Q: 3 clusters Score -2.461443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -24614434.000000 Penalty: 6017.146484
	Iteration 103Q: 3 clusters Score -2.461443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183329 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -24614442.000000 Penalty: 6017.146484
	Iteration 104Q: 3 clusters Score -2.461444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -24614418.000000 Penalty: 6017.146484
	Iteration 105Q: 3 clusters Score -2.461442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -24614416.000000 Penalty: 6017.146484
	Iteration 106Q: 3 clusters Score -2.461442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183327 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -24614418.000000 Penalty: 6017.146484
	Iteration 107Q: 3 clusters Score -2.461442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183326 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -24614410.000000 Penalty: 6017.146484
	Iteration 108Q: 3 clusters Score -2.461441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183323 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -24614434.000000 Penalty: 6017.146484
	Iteration 109Q: 3 clusters Score -2.461443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -24614432.000000 Penalty: 6017.146484
	Iteration 110Q: 3 clusters Score -2.461443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -24614432.000000 Penalty: 6017.146484
	Iteration 111F: 3 clusters Score -2.461443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -669674.000000 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -669674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -664908.500000 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -664908.5 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -666183.437500 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -666183.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -666621.625000 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -666621.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -667062.875000 Penalty: 4254.737793
	Iteration 3F: 3 clusters Score -667062.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -667741.312500 Penalty: 4254.737793
	Iteration 4F: 3 clusters Score -667741.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -668585.000000 Penalty: 4254.737793
	Iteration 5F: 3 clusters Score -668585 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -669337.500000 Penalty: 4254.737793
	Iteration 6F: 3 clusters Score -669337.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -669891.562500 Penalty: 4254.737793
	Iteration 7F: 3 clusters Score -669891.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -670109.500000 Penalty: 4254.737793
	Iteration 8Q: 3 clusters Score -670109.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -670212.062500 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -670212.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -670270.000000 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -670270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -670305.562500 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -670305.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -670334.312500 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -670334.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -670354.250000 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -670354.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -670374.187500 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -670374.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -670386.125000 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -670386.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -670393.750000 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -670393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -670398.375000 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -670398.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -670402.000000 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -670402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -670404.000000 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -670404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -670405.875000 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -670405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26510 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43501 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208660 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52101 members 
Mstep: Class 15 contains 36251 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185599 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80421 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 3619 members 
Entering Unmasked Estep 
Score: -133247576.000000 Penalty: 96125.335938
Splitting cluster 21 changes total score from -133247864.000000 to -133247576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -625040.687500 Penalty: 2108.112549
	Iteration 0F: 2 clusters Score -625040.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -620558.187500 Penalty: 4216.225098
	Iteration 0F: 3 clusters Score -620558.2 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -621617.687500 Penalty: 4216.225098
	Iteration 1F: 3 clusters Score -621617.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -621848.000000 Penalty: 4216.225098
	Iteration 2F: 3 clusters Score -621848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -622094.875000 Penalty: 4216.225098
	Iteration 3F: 3 clusters Score -622094.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -622405.312500 Penalty: 4216.225098
	Iteration 4F: 3 clusters Score -622405.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -622756.437500 Penalty: 4216.225098
	Iteration 5F: 3 clusters Score -622756.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -623084.875000 Penalty: 4216.225098
	Iteration 6F: 3 clusters Score -623084.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -623358.312500 Penalty: 4216.225098
	Iteration 7F: 3 clusters Score -623358.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -623550.687500 Penalty: 4216.225098
	Iteration 8Q: 3 clusters Score -623550.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -623680.437500 Penalty: 4216.225098
	Iteration 9Q: 3 clusters Score -623680.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -623769.062500 Penalty: 4216.225098
	Iteration 10Q: 3 clusters Score -623769.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -623813.250000 Penalty: 4216.225098
	Iteration 11Q: 3 clusters Score -623813.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -623832.250000 Penalty: 4216.225098
	Iteration 12Q: 3 clusters Score -623832.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -623842.375000 Penalty: 4216.225098
	Iteration 13Q: 3 clusters Score -623842.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -623847.437500 Penalty: 4216.225098
	Iteration 14Q: 3 clusters Score -623847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -623849.375000 Penalty: 4216.225098
	Iteration 15Q: 3 clusters Score -623849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -623853.062500 Penalty: 4216.225098
	Iteration 16Q: 3 clusters Score -623853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -623854.312500 Penalty: 4216.225098
	Iteration 17Q: 3 clusters Score -623854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -623854.437500 Penalty: 4216.225098
	Iteration 18Q: 3 clusters Score -623854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -623854.437500 Penalty: 4216.225098
	Iteration 19F: 3 clusters Score -623854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -89492.406250 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -89492.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87810.812500 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -87810.81 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -88346.257812 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -88346.26 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -88810.734375 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -88810.73 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -89414.648438 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -89414.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -89736.054688 Penalty: 3360.581787
	Iteration 4F: 3 clusters Score -89736.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -89848.507812 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -89848.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -89869.023438 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -89869.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -89873.265625 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -89873.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -89873.265625 Penalty: 3360.581787
	Iteration 8F: 3 clusters Score -89873.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26510 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43501 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208660 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52101 members 
Mstep: Class 15 contains 36251 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185599 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 138 members 
Mstep: Class 24 contains 80421 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 738 members 
Entering Unmasked Estep 
Score: -133246384.000000 Penalty: 96125.335938
Splitting cluster 23 changes total score from -133247864.000000 to -133246384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (80421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Entering Unmasked Estep 
Score: -10758005.000000 Penalty: 2801.167480
	Iteration 0F: 2 clusters Score -1.0758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -10703970.000000 Penalty: 5602.334961
	Iteration 0F: 3 clusters Score -1.070397e+07 nChanged 37652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -10725942.000000 Penalty: 5602.334961
	Iteration 1F: 3 clusters Score -1.072594e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -10726582.000000 Penalty: 5602.334961
	Iteration 2Q: 3 clusters Score -1.072658e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -10727451.000000 Penalty: 5602.334961
	Iteration 3Q: 3 clusters Score -1.072745e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -10728358.000000 Penalty: 5602.334961
	Iteration 4Q: 3 clusters Score -1.072836e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -10729490.000000 Penalty: 5602.334961
	Iteration 5Q: 3 clusters Score -1.072949e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -10730617.000000 Penalty: 5602.334961
	Iteration 6Q: 3 clusters Score -1.073062e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -10732146.000000 Penalty: 5602.334961
	Iteration 7Q: 3 clusters Score -1.073215e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -10734260.000000 Penalty: 5602.334961
	Iteration 8Q: 3 clusters Score -1.073426e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -10736949.000000 Penalty: 5602.334961
	Iteration 9F: 3 clusters Score -1.073695e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -10740018.000000 Penalty: 5602.334961
	Iteration 10F: 3 clusters Score -1.074002e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -10742663.000000 Penalty: 5602.334961
	Iteration 11F: 3 clusters Score -1.074266e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -10744196.000000 Penalty: 5602.334961
	Iteration 12Q: 3 clusters Score -1.07442e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -10745253.000000 Penalty: 5602.334961
	Iteration 13Q: 3 clusters Score -1.074525e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -10746121.000000 Penalty: 5602.334961
	Iteration 14Q: 3 clusters Score -1.074612e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -10747350.000000 Penalty: 5602.334961
	Iteration 15Q: 3 clusters Score -1.074735e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -10748892.000000 Penalty: 5602.334961
	Iteration 16Q: 3 clusters Score -1.074889e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -10750982.000000 Penalty: 5602.334961
	Iteration 17Q: 3 clusters Score -1.075098e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -10753372.000000 Penalty: 5602.334961
	Iteration 18Q: 3 clusters Score -1.075337e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -10755663.000000 Penalty: 5602.334961
	Iteration 19Q: 3 clusters Score -1.075566e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -10757093.000000 Penalty: 5602.334961
	Iteration 20F: 3 clusters Score -1.075709e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -10757642.000000 Penalty: 5602.334961
	Iteration 21Q: 3 clusters Score -1.075764e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -10757843.000000 Penalty: 5602.334961
	Iteration 22Q: 3 clusters Score -1.075784e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -10757876.000000 Penalty: 5602.334961
	Iteration 23Q: 3 clusters Score -1.075788e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -10757905.000000 Penalty: 5602.334961
	Iteration 24Q: 3 clusters Score -1.07579e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -10757931.000000 Penalty: 5602.334961
	Iteration 25Q: 3 clusters Score -1.075793e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -10757946.000000 Penalty: 5602.334961
	Iteration 26Q: 3 clusters Score -1.075795e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -10757957.000000 Penalty: 5602.334961
	Iteration 27Q: 3 clusters Score -1.075796e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -10757961.000000 Penalty: 5602.334961
	Iteration 28Q: 3 clusters Score -1.075796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -10757939.000000 Penalty: 5602.334961
	Iteration 29Q: 3 clusters Score -1.075794e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -10757954.000000 Penalty: 5602.334961
	Iteration 30Q: 3 clusters Score -1.075795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -10757959.000000 Penalty: 5602.334961
	Iteration 31Q: 3 clusters Score -1.075796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -10757947.000000 Penalty: 5602.334961
	Iteration 32Q: 3 clusters Score -1.075795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -10757955.000000 Penalty: 5602.334961
	Iteration 33Q: 3 clusters Score -1.075796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -10757954.000000 Penalty: 5602.334961
	Iteration 34Q: 3 clusters Score -1.075795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -10757949.000000 Penalty: 5602.334961
	Iteration 35Q: 3 clusters Score -1.075795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -10757956.000000 Penalty: 5602.334961
	Iteration 36Q: 3 clusters Score -1.075796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -10757958.000000 Penalty: 5602.334961
	Iteration 37Q: 3 clusters Score -1.075796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -10757960.000000 Penalty: 5602.334961
	Iteration 38Q: 3 clusters Score -1.075796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -10757957.000000 Penalty: 5602.334961
	Iteration 39Q: 3 clusters Score -1.075796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -10757960.000000 Penalty: 5602.334961
	Iteration 40F: 3 clusters Score -1.075796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -10757954.000000 Penalty: 5602.334961
	Iteration 41Q: 3 clusters Score -1.075795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -10757958.000000 Penalty: 5602.334961
	Iteration 42Q: 3 clusters Score -1.075796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -10757953.000000 Penalty: 5602.334961
	Iteration 43Q: 3 clusters Score -1.075795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -10757946.000000 Penalty: 5602.334961
	Iteration 44Q: 3 clusters Score -1.075795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -10757952.000000 Penalty: 5602.334961
	Iteration 45Q: 3 clusters Score -1.075795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -10757946.000000 Penalty: 5602.334961
	Iteration 46Q: 3 clusters Score -1.075795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -10757936.000000 Penalty: 5602.334961
	Iteration 47Q: 3 clusters Score -1.075794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -10757936.000000 Penalty: 5602.334961
	Iteration 48F: 3 clusters Score -1.075794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -57580.425781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -57580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56073.679688 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -56073.68 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56367.992188 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -56367.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56611.699219 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -56611.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56829.539062 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -56829.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57075.105469 Penalty: 3095.176758
	Iteration 4F: 3 clusters Score -57075.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57202.695312 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -57202.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -57383.039062 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -57383.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57759.714844 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -57759.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57975.156250 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -57975.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58047.550781 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -58047.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58114.566406 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -58114.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58214.355469 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -58214.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58357.851562 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -58357.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58430.812500 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -58430.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58500.945312 Penalty: 3095.176758
	Iteration 14Q: 3 clusters Score -58500.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58500.945312 Penalty: 3095.176758
	Iteration 15F: 3 clusters Score -58500.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26510 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43501 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208660 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52101 members 
Mstep: Class 15 contains 36251 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185599 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80421 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 316 members 
Entering Unmasked Estep 
Score: -133246992.000000 Penalty: 96125.335938
Splitting cluster 25 changes total score from -133247864.000000 to -133246992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -70781.070312 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -70781.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69185.445312 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -69185.45 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69726.734375 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -69726.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69902.757812 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -69902.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70007.976562 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -70007.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70118.375000 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -70118.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70226.476562 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -70226.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70325.398438 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -70325.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70396.781250 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -70396.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70438.398438 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -70438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70480.992188 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -70480.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70535.210938 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -70535.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70565.359375 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -70565.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70581.148438 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -70581.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70593.148438 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -70593.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70601.312500 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -70601.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70602.554688 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -70602.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70602.554688 Penalty: 3213.340576
	Iteration 16F: 3 clusters Score -70602.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -69536.039062 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -69536.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67989.476562 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -67989.48 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68417.789062 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -68417.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68766.757812 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -68766.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69064.593750 Penalty: 3202.557617
	Iteration 3F: 3 clusters Score -69064.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69248.250000 Penalty: 3202.557617
	Iteration 4F: 3 clusters Score -69248.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69367.476562 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -69367.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69466.281250 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -69466.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69530.328125 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -69530.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69564.187500 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -69564.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69582.695312 Penalty: 3202.557617
	Iteration 9Q: 3 clusters Score -69582.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69612.828125 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -69612.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69661.492188 Penalty: 3202.557617
	Iteration 11Q: 3 clusters Score -69661.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69725.632812 Penalty: 3202.557617
	Iteration 12Q: 3 clusters Score -69725.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69746.312500 Penalty: 3202.557617
	Iteration 13Q: 3 clusters Score -69746.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69772.023438 Penalty: 3202.557617
	Iteration 14Q: 3 clusters Score -69772.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69779.250000 Penalty: 3202.557617
	Iteration 15Q: 3 clusters Score -69779.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69787.664062 Penalty: 3202.557617
	Iteration 16Q: 3 clusters Score -69787.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69801.703125 Penalty: 3202.557617
	Iteration 17Q: 3 clusters Score -69801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69810.875000 Penalty: 3202.557617
	Iteration 18Q: 3 clusters Score -69810.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69815.578125 Penalty: 3202.557617
	Iteration 19Q: 3 clusters Score -69815.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69817.570312 Penalty: 3202.557617
	Iteration 20F: 3 clusters Score -69817.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69819.812500 Penalty: 3202.557617
	Iteration 21Q: 3 clusters Score -69819.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69822.226562 Penalty: 3202.557617
	Iteration 22Q: 3 clusters Score -69822.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69824.765625 Penalty: 3202.557617
	Iteration 23Q: 3 clusters Score -69824.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69824.765625 Penalty: 3202.557617
	Iteration 24F: 3 clusters Score -69824.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26510 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43501 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208660 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52101 members 
Mstep: Class 15 contains 36251 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185599 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80421 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 374 members 
Mstep: Class 28 contains 263 members 
Entering Unmasked Estep 
Score: -133246416.000000 Penalty: 96125.335938
Splitting cluster 27 changes total score from -133247864.000000 to -133246416.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26510 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43501 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208660 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52101 members 
Mstep: Class 15 contains 36251 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185599 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80421 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247888.000000 Penalty: 92692.289062
Iteration 199Q: 28 clusters Score -1.332479e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190528 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17902 members 
Mstep: Class 7 contains 26511 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 43498 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208673 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52101 members 
Mstep: Class 15 contains 36251 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185599 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80410 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247920.000000 Penalty: 92692.289062
Iteration 200F: 28 clusters Score -1.332479e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17905 members 
Mstep: Class 7 contains 26510 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 9894 members 
Mstep: Class 10 contains 43498 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208674 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36249 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34368 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185599 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80405 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247944.000000 Penalty: 92692.289062
Iteration 201Q: 28 clusters Score -1.332479e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190528 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17903 members 
Mstep: Class 7 contains 26512 members 
Mstep: Class 8 contains 73136 members 
Mstep: Class 9 contains 9896 members 
Mstep: Class 10 contains 43497 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208679 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36247 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34368 members 
Mstep: Class 19 contains 25171 members 
Mstep: Class 20 contains 185606 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80397 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247960.000000 Penalty: 92692.289062
Iteration 202Q: 28 clusters Score -1.33248e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17902 members 
Mstep: Class 7 contains 26513 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9896 members 
Mstep: Class 10 contains 43494 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208679 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36248 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185609 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80397 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248016.000000 Penalty: 92692.289062
Iteration 203Q: 28 clusters Score -1.33248e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 73133 members 
Mstep: Class 9 contains 9899 members 
Mstep: Class 10 contains 43489 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208690 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52107 members 
Mstep: Class 15 contains 36249 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185603 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80392 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248032.000000 Penalty: 92692.289062
Iteration 204Q: 28 clusters Score -1.33248e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17903 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 43487 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208689 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52107 members 
Mstep: Class 15 contains 36248 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185607 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80389 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248000.000000 Penalty: 92692.289062
Iteration 205Q: 28 clusters Score -1.33248e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17903 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9902 members 
Mstep: Class 10 contains 43485 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208687 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52107 members 
Mstep: Class 15 contains 36248 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185610 members 
Mstep: Class 21 contains 5308 members 
Mstep: Class 22 contains 4918 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80387 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248024.000000 Penalty: 92692.289062
Iteration 206Q: 28 clusters Score -1.33248e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17902 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9904 members 
Mstep: Class 10 contains 43484 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208693 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52107 members 
Mstep: Class 15 contains 36249 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25179 members 
Mstep: Class 20 contains 185604 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 4919 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80384 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248048.000000 Penalty: 92692.289062
Iteration 207Q: 28 clusters Score -1.33248e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9908 members 
Mstep: Class 10 contains 43483 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208707 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52107 members 
Mstep: Class 15 contains 36247 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185593 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 4919 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80381 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248008.000000 Penalty: 92692.289062
Iteration 208Q: 28 clusters Score -1.33248e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9911 members 
Mstep: Class 10 contains 43475 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208713 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52108 members 
Mstep: Class 15 contains 36246 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25179 members 
Mstep: Class 20 contains 185595 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 4920 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80377 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247992.000000 Penalty: 92692.289062
Iteration 209Q: 28 clusters Score -1.33248e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9914 members 
Mstep: Class 10 contains 43471 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208715 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52109 members 
Mstep: Class 15 contains 36244 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185592 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 4921 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80379 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247944.000000 Penalty: 92692.289062
Iteration 210Q: 28 clusters Score -1.332479e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26518 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9915 members 
Mstep: Class 10 contains 43464 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208715 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52110 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185596 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 4924 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80378 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247920.000000 Penalty: 92692.289062
Iteration 211Q: 28 clusters Score -1.332479e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26518 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 43461 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208723 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52110 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185588 members 
Mstep: Class 21 contains 5308 members 
Mstep: Class 22 contains 4926 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80381 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247976.000000 Penalty: 92692.289062
Iteration 212Q: 28 clusters Score -1.33248e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26518 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9920 members 
Mstep: Class 10 contains 43460 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208728 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52113 members 
Mstep: Class 15 contains 36244 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34367 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185576 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80379 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247912.000000 Penalty: 92692.289062
Iteration 213Q: 28 clusters Score -1.332479e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73133 members 
Mstep: Class 9 contains 9921 members 
Mstep: Class 10 contains 43460 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208739 members 
Mstep: Class 13 contains 13141 members 
Mstep: Class 14 contains 52114 members 
Mstep: Class 15 contains 36244 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185566 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4926 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80376 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247952.000000 Penalty: 92692.289062
Iteration 214Q: 28 clusters Score -1.33248e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73134 members 
Mstep: Class 9 contains 9921 members 
Mstep: Class 10 contains 43457 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208747 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52114 members 
Mstep: Class 15 contains 36244 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185558 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80377 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247976.000000 Penalty: 92692.289062
Iteration 215Q: 28 clusters Score -1.33248e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26520 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9921 members 
Mstep: Class 10 contains 43456 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208757 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52116 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34364 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185548 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80376 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247952.000000 Penalty: 92692.289062
Iteration 216Q: 28 clusters Score -1.33248e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73133 members 
Mstep: Class 9 contains 9921 members 
Mstep: Class 10 contains 43457 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208766 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185539 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80376 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248040.000000 Penalty: 92692.289062
Iteration 217Q: 28 clusters Score -1.33248e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9922 members 
Mstep: Class 10 contains 43456 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208771 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52121 members 
Mstep: Class 15 contains 36242 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34364 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185531 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80377 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248000.000000 Penalty: 92692.289062
Iteration 218Q: 28 clusters Score -1.33248e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26520 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9925 members 
Mstep: Class 10 contains 43453 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208783 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52122 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34364 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185519 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80374 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248080.000000 Penalty: 92692.289062
Iteration 219Q: 28 clusters Score -1.332481e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26520 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9924 members 
Mstep: Class 10 contains 43450 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208783 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52122 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185523 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248048.000000 Penalty: 92692.289062
Iteration 220F: 28 clusters Score -1.33248e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9925 members 
Mstep: Class 10 contains 43448 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208787 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52120 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185522 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80376 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247984.000000 Penalty: 92692.289062
Iteration 221Q: 28 clusters Score -1.33248e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 43448 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208789 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36244 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185522 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247952.000000 Penalty: 92692.289062
Iteration 222Q: 28 clusters Score -1.33248e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 43449 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208794 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36245 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185518 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80373 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247920.000000 Penalty: 92692.289062
Iteration 223Q: 28 clusters Score -1.332479e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 43447 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208803 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36244 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 185517 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80370 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247880.000000 Penalty: 92692.289062
Iteration 224Q: 28 clusters Score -1.332479e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26513 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 43446 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208807 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36245 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185516 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80369 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247904.000000 Penalty: 92692.289062
Iteration 225Q: 28 clusters Score -1.332479e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26513 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 43445 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208816 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36243 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185511 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80369 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247864.000000 Penalty: 92692.289062
Iteration 226Q: 28 clusters Score -1.332479e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26513 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 43445 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208823 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36241 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 185509 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80366 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247856.000000 Penalty: 92692.289062
Iteration 227Q: 28 clusters Score -1.332479e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 43446 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208835 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 185497 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80367 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247848.000000 Penalty: 92692.289062
Iteration 228Q: 28 clusters Score -1.332478e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 43446 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208847 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185486 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80367 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247840.000000 Penalty: 92692.289062
Iteration 229Q: 28 clusters Score -1.332478e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 43446 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208854 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52117 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185481 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80368 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247824.000000 Penalty: 92692.289062
Iteration 230Q: 28 clusters Score -1.332478e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9931 members 
Mstep: Class 10 contains 43448 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208854 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36238 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185473 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80371 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247808.000000 Penalty: 92692.289062
Iteration 231Q: 28 clusters Score -1.332478e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9931 members 
Mstep: Class 10 contains 43449 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208859 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52117 members 
Mstep: Class 15 contains 36238 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25171 members 
Mstep: Class 20 contains 185466 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80374 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247808.000000 Penalty: 92692.289062
Iteration 232Q: 28 clusters Score -1.332478e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9932 members 
Mstep: Class 10 contains 43449 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208862 members 
Mstep: Class 13 contains 13143 members 
Mstep: Class 14 contains 52117 members 
Mstep: Class 15 contains 36236 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185464 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80374 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247824.000000 Penalty: 92692.289062
Iteration 233Q: 28 clusters Score -1.332478e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9932 members 
Mstep: Class 10 contains 43449 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208866 members 
Mstep: Class 13 contains 13143 members 
Mstep: Class 14 contains 52116 members 
Mstep: Class 15 contains 36236 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 185464 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80374 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247880.000000 Penalty: 92692.289062
Iteration 234Q: 28 clusters Score -1.332479e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26518 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9932 members 
Mstep: Class 10 contains 43449 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208869 members 
Mstep: Class 13 contains 13143 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36236 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25171 members 
Mstep: Class 20 contains 185455 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80377 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247912.000000 Penalty: 92692.289062
Iteration 235Q: 28 clusters Score -1.332479e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26518 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9933 members 
Mstep: Class 10 contains 43448 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208874 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36237 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 185450 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247896.000000 Penalty: 92692.289062
Iteration 236Q: 28 clusters Score -1.332479e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26518 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43448 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208876 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185443 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80374 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247912.000000 Penalty: 92692.289062
Iteration 237Q: 28 clusters Score -1.332479e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73129 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43448 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208874 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185442 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247880.000000 Penalty: 92692.289062
Iteration 238Q: 28 clusters Score -1.332479e+08 nChanged 16
Entering ConstructFrom: 
Score: -133247880.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -324102.312500 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -324102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -321110.875000 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -321110.9 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -321681.125000 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -321681.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -321810.531250 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -321810.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -321873.562500 Penalty: 3907.564941
	Iteration 3Q: 3 clusters Score -321873.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -321915.312500 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -321915.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -321943.468750 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -321943.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -321959.250000 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -321959.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -321974.187500 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -321974.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -321985.718750 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -321985.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -321993.906250 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -321993.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -322004.781250 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -322004.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -322013.781250 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -322013.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -322022.281250 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -322022.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -322033.625000 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -322033.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -322045.281250 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -322045.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -322056.718750 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -322056.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -322064.968750 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -322065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -322071.812500 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -322071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -322073.812500 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -322073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -322077.187500 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -322077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -322084.062500 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -322084.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322086.062500 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -322086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -322087.812500 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -322087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322089.000000 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -322089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -322091.406250 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -322091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -322092.625000 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -322092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -322094.125000 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -322094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -322095.093750 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -322095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -322096.406250 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -322096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -322098.781250 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -322098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -322100.562500 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -322100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -322101.562500 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -322101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -322101.875000 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -322101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -322104.156250 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -322104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -322105.312500 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -322105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -322105.656250 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -322105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -322107.062500 Penalty: 3907.564941
	Iteration 36Q: 3 clusters Score -322107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -322112.500000 Penalty: 3907.564941
	Iteration 37Q: 3 clusters Score -322112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -322113.093750 Penalty: 3907.564941
	Iteration 38Q: 3 clusters Score -322113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -322113.406250 Penalty: 3907.564941
	Iteration 39Q: 3 clusters Score -322113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -322113.406250 Penalty: 3907.564941
	Iteration 40F: 3 clusters Score -322113.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -267458.031250 Penalty: 1897.123779
	Iteration 0F: 2 clusters Score -267458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -264759.218750 Penalty: 3794.247559
	Iteration 0F: 3 clusters Score -264759.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -265337.500000 Penalty: 3794.247559
	Iteration 1F: 3 clusters Score -265337.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -265546.093750 Penalty: 3794.247559
	Iteration 2F: 3 clusters Score -265546.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -265699.250000 Penalty: 3794.247559
	Iteration 3F: 3 clusters Score -265699.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -265906.718750 Penalty: 3794.247559
	Iteration 4F: 3 clusters Score -265906.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -266149.906250 Penalty: 3794.247559
	Iteration 5F: 3 clusters Score -266149.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -266358.531250 Penalty: 3794.247559
	Iteration 6F: 3 clusters Score -266358.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -266589.875000 Penalty: 3794.247559
	Iteration 7F: 3 clusters Score -266589.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -266921.562500 Penalty: 3794.247559
	Iteration 8F: 3 clusters Score -266921.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -267219.875000 Penalty: 3794.247559
	Iteration 9Q: 3 clusters Score -267219.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -267420.125000 Penalty: 3794.247559
	Iteration 10Q: 3 clusters Score -267420.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -267535.156250 Penalty: 3794.247559
	Iteration 11Q: 3 clusters Score -267535.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -267612.125000 Penalty: 3794.247559
	Iteration 12Q: 3 clusters Score -267612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -267641.312500 Penalty: 3794.247559
	Iteration 13Q: 3 clusters Score -267641.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -267660.312500 Penalty: 3794.247559
	Iteration 14Q: 3 clusters Score -267660.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -267678.562500 Penalty: 3794.247559
	Iteration 15Q: 3 clusters Score -267678.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -267687.468750 Penalty: 3794.247559
	Iteration 16Q: 3 clusters Score -267687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -267690.781250 Penalty: 3794.247559
	Iteration 17Q: 3 clusters Score -267690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -267692.218750 Penalty: 3794.247559
	Iteration 18Q: 3 clusters Score -267692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -267692.218750 Penalty: 3794.247559
	Iteration 19F: 3 clusters Score -267692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43447 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208877 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52121 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185441 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 735 members 
Entering Unmasked Estep 
Score: -133246936.000000 Penalty: 96125.335938
Splitting cluster 2 changes total score from -133247880.000000 to -133246936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (190524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190524 members 
Entering Unmasked Estep 
Score: -25213636.000000 Penalty: 3015.068359
	Iteration 0F: 2 clusters Score -2.521364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -25104748.000000 Penalty: 6030.136719
	Iteration 0F: 3 clusters Score -2.510475e+07 nChanged 92091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -25158664.000000 Penalty: 6030.136719
	Iteration 1F: 3 clusters Score -2.515866e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
Score: -25159742.000000 Penalty: 6030.136719
	Iteration 2Q: 3 clusters Score -2.515974e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 82301 members 
Entering Unmasked Estep 
Score: -25161464.000000 Penalty: 6030.136719
	Iteration 3Q: 3 clusters Score -2.516146e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115138 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -25164088.000000 Penalty: 6030.136719
	Iteration 4Q: 3 clusters Score -2.516409e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124948 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -25168728.000000 Penalty: 6030.136719
	Iteration 5F: 3 clusters Score -2.516873e+07 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137937 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -25176684.000000 Penalty: 6030.136719
	Iteration 6F: 3 clusters Score -2.517668e+07 nChanged 15187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153028 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -25187834.000000 Penalty: 6030.136719
	Iteration 7F: 3 clusters Score -2.518783e+07 nChanged 14447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167445 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -25199896.000000 Penalty: 6030.136719
	Iteration 8F: 3 clusters Score -2.51999e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178266 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -25206450.000000 Penalty: 6030.136719
	Iteration 9F: 3 clusters Score -2.520645e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184365 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -25209232.000000 Penalty: 6030.136719
	Iteration 10Q: 3 clusters Score -2.520923e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187335 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -25210132.000000 Penalty: 6030.136719
	Iteration 11Q: 3 clusters Score -2.521013e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188642 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -25210548.000000 Penalty: 6030.136719
	Iteration 12Q: 3 clusters Score -2.521055e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189244 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -25210874.000000 Penalty: 6030.136719
	Iteration 13Q: 3 clusters Score -2.521087e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189557 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -25210984.000000 Penalty: 6030.136719
	Iteration 14Q: 3 clusters Score -2.521098e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189696 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -25211082.000000 Penalty: 6030.136719
	Iteration 15Q: 3 clusters Score -2.521108e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189782 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -25211122.000000 Penalty: 6030.136719
	Iteration 16Q: 3 clusters Score -2.521112e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -25211134.000000 Penalty: 6030.136719
	Iteration 17Q: 3 clusters Score -2.521113e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189886 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -25211164.000000 Penalty: 6030.136719
	Iteration 18Q: 3 clusters Score -2.521116e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189911 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -25211168.000000 Penalty: 6030.136719
	Iteration 19Q: 3 clusters Score -2.521117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189925 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -25211188.000000 Penalty: 6030.136719
	Iteration 20F: 3 clusters Score -2.521119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189943 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -25211218.000000 Penalty: 6030.136719
	Iteration 21Q: 3 clusters Score -2.521122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189955 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -25211202.000000 Penalty: 6030.136719
	Iteration 22Q: 3 clusters Score -2.52112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189967 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -25211194.000000 Penalty: 6030.136719
	Iteration 23Q: 3 clusters Score -2.521119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189976 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -25211186.000000 Penalty: 6030.136719
	Iteration 24Q: 3 clusters Score -2.521119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189984 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -25211206.000000 Penalty: 6030.136719
	Iteration 25Q: 3 clusters Score -2.521121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189992 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -25211212.000000 Penalty: 6030.136719
	Iteration 26Q: 3 clusters Score -2.521121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189992 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -25211198.000000 Penalty: 6030.136719
	Iteration 27Q: 3 clusters Score -2.52112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189993 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -25211200.000000 Penalty: 6030.136719
	Iteration 28Q: 3 clusters Score -2.52112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189994 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -25211210.000000 Penalty: 6030.136719
	Iteration 29Q: 3 clusters Score -2.521121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189995 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -25211220.000000 Penalty: 6030.136719
	Iteration 30Q: 3 clusters Score -2.521122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190001 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -25211220.000000 Penalty: 6030.136719
	Iteration 31Q: 3 clusters Score -2.521122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190007 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -25211220.000000 Penalty: 6030.136719
	Iteration 32Q: 3 clusters Score -2.521122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190010 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -25211218.000000 Penalty: 6030.136719
	Iteration 33Q: 3 clusters Score -2.521122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190008 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -25211234.000000 Penalty: 6030.136719
	Iteration 34Q: 3 clusters Score -2.521123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190008 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -25211234.000000 Penalty: 6030.136719
	Iteration 35F: 3 clusters Score -2.521123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Entering Unmasked Estep 
Score: -1272904.125000 Penalty: 2281.120361
	Iteration 0F: 2 clusters Score -1272904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1265340.750000 Penalty: 4562.240723
	Iteration 0F: 3 clusters Score -1265341 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1267421.625000 Penalty: 4562.240723
	Iteration 1F: 3 clusters Score -1267422 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1267707.625000 Penalty: 4562.240723
	Iteration 2F: 3 clusters Score -1267708 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1267931.750000 Penalty: 4562.240723
	Iteration 3Q: 3 clusters Score -1267932 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1268088.625000 Penalty: 4562.240723
	Iteration 4Q: 3 clusters Score -1268089 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1268218.250000 Penalty: 4562.240723
	Iteration 5Q: 3 clusters Score -1268218 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1268331.125000 Penalty: 4562.240723
	Iteration 6Q: 3 clusters Score -1268331 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1268428.375000 Penalty: 4562.240723
	Iteration 7Q: 3 clusters Score -1268428 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1268534.375000 Penalty: 4562.240723
	Iteration 8Q: 3 clusters Score -1268534 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1268631.250000 Penalty: 4562.240723
	Iteration 9Q: 3 clusters Score -1268631 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1268730.500000 Penalty: 4562.240723
	Iteration 10Q: 3 clusters Score -1268730 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1268836.750000 Penalty: 4562.240723
	Iteration 11Q: 3 clusters Score -1268837 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1268962.625000 Penalty: 4562.240723
	Iteration 12Q: 3 clusters Score -1268963 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1269114.500000 Penalty: 4562.240723
	Iteration 13Q: 3 clusters Score -1269114 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1269313.375000 Penalty: 4562.240723
	Iteration 14Q: 3 clusters Score -1269313 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1269599.625000 Penalty: 4562.240723
	Iteration 15Q: 3 clusters Score -1269600 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1269923.125000 Penalty: 4562.240723
	Iteration 16Q: 3 clusters Score -1269923 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1270245.875000 Penalty: 4562.240723
	Iteration 17Q: 3 clusters Score -1270246 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1270509.250000 Penalty: 4562.240723
	Iteration 18Q: 3 clusters Score -1270509 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1270697.625000 Penalty: 4562.240723
	Iteration 19Q: 3 clusters Score -1270698 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1270848.250000 Penalty: 4562.240723
	Iteration 20F: 3 clusters Score -1270848 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1270961.625000 Penalty: 4562.240723
	Iteration 21Q: 3 clusters Score -1270962 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1271078.875000 Penalty: 4562.240723
	Iteration 22Q: 3 clusters Score -1271079 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1271199.875000 Penalty: 4562.240723
	Iteration 23Q: 3 clusters Score -1271200 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1271317.875000 Penalty: 4562.240723
	Iteration 24Q: 3 clusters Score -1271318 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1271402.125000 Penalty: 4562.240723
	Iteration 25Q: 3 clusters Score -1271402 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1271464.875000 Penalty: 4562.240723
	Iteration 26Q: 3 clusters Score -1271465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1271504.875000 Penalty: 4562.240723
	Iteration 27Q: 3 clusters Score -1271505 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1271539.375000 Penalty: 4562.240723
	Iteration 28Q: 3 clusters Score -1271539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1271562.500000 Penalty: 4562.240723
	Iteration 29Q: 3 clusters Score -1271562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1271579.875000 Penalty: 4562.240723
	Iteration 30Q: 3 clusters Score -1271580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1271590.875000 Penalty: 4562.240723
	Iteration 31Q: 3 clusters Score -1271591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1271598.875000 Penalty: 4562.240723
	Iteration 32Q: 3 clusters Score -1271599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1271605.875000 Penalty: 4562.240723
	Iteration 33Q: 3 clusters Score -1271606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1271613.375000 Penalty: 4562.240723
	Iteration 34Q: 3 clusters Score -1271613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1271616.625000 Penalty: 4562.240723
	Iteration 35Q: 3 clusters Score -1271617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1271628.250000 Penalty: 4562.240723
	Iteration 36Q: 3 clusters Score -1271628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1271634.250000 Penalty: 4562.240723
	Iteration 37Q: 3 clusters Score -1271634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1271633.375000 Penalty: 4562.240723
	Iteration 38Q: 3 clusters Score -1271633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1271635.500000 Penalty: 4562.240723
	Iteration 39Q: 3 clusters Score -1271636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1271638.750000 Penalty: 4562.240723
	Iteration 40F: 3 clusters Score -1271639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1271642.375000 Penalty: 4562.240723
	Iteration 41Q: 3 clusters Score -1271642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1271644.750000 Penalty: 4562.240723
	Iteration 42Q: 3 clusters Score -1271645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1271646.875000 Penalty: 4562.240723
	Iteration 43Q: 3 clusters Score -1271647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1271645.375000 Penalty: 4562.240723
	Iteration 44Q: 3 clusters Score -1271645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1271646.000000 Penalty: 4562.240723
	Iteration 45Q: 3 clusters Score -1271646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1271648.500000 Penalty: 4562.240723
	Iteration 46Q: 3 clusters Score -1271648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1271647.750000 Penalty: 4562.240723
	Iteration 47Q: 3 clusters Score -1271648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1271648.500000 Penalty: 4562.240723
	Iteration 48Q: 3 clusters Score -1271648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1271648.500000 Penalty: 4562.240723
	Iteration 49F: 3 clusters Score -1271648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -60133.117188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -60133.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58614.464844 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -58614.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58964.566406 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -58964.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59178.492188 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -59178.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59388.324219 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -59388.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59696.835938 Penalty: 3102.852051
	Iteration 4F: 3 clusters Score -59696.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59824.167969 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -59824.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59990.082031 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -59990.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60095.394531 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -60095.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60118.160156 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -60118.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60124.527344 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -60124.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60129.257812 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -60129.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60133.394531 Penalty: 3102.852051
	Iteration 11F: 3 clusters Score -60133.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60146.386719 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -60146.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60146.386719 Penalty: 3102.852051
	Iteration 13F: 3 clusters Score -60146.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43447 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208877 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52121 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185441 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 337 members 
Entering Unmasked Estep 
Score: -133246080.000000 Penalty: 96125.335938
Splitting cluster 5 changes total score from -133247880.000000 to -133246080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Entering Unmasked Estep 
Score: -2415261.250000 Penalty: 2428.512207
	Iteration 0F: 2 clusters Score -2415261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2402585.750000 Penalty: 4857.024414
	Iteration 0F: 3 clusters Score -2402586 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2406738.750000 Penalty: 4857.024414
	Iteration 1F: 3 clusters Score -2406739 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2407259.500000 Penalty: 4857.024414
	Iteration 2F: 3 clusters Score -2407260 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2407773.500000 Penalty: 4857.024414
	Iteration 3F: 3 clusters Score -2407774 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2408289.000000 Penalty: 4857.024414
	Iteration 4F: 3 clusters Score -2408289 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2408811.500000 Penalty: 4857.024414
	Iteration 5F: 3 clusters Score -2408812 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2409406.500000 Penalty: 4857.024414
	Iteration 6F: 3 clusters Score -2409406 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2410060.750000 Penalty: 4857.024414
	Iteration 7F: 3 clusters Score -2410061 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2410846.250000 Penalty: 4857.024414
	Iteration 8F: 3 clusters Score -2410846 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2411663.500000 Penalty: 4857.024414
	Iteration 9F: 3 clusters Score -2411664 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2412425.000000 Penalty: 4857.024414
	Iteration 10F: 3 clusters Score -2412425 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2413060.000000 Penalty: 4857.024414
	Iteration 11Q: 3 clusters Score -2413060 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2413521.500000 Penalty: 4857.024414
	Iteration 12Q: 3 clusters Score -2413522 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2413818.250000 Penalty: 4857.024414
	Iteration 13Q: 3 clusters Score -2413818 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2414015.000000 Penalty: 4857.024414
	Iteration 14Q: 3 clusters Score -2414015 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2414160.750000 Penalty: 4857.024414
	Iteration 15Q: 3 clusters Score -2414161 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2414246.500000 Penalty: 4857.024414
	Iteration 16Q: 3 clusters Score -2414246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2414304.750000 Penalty: 4857.024414
	Iteration 17Q: 3 clusters Score -2414305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2414341.750000 Penalty: 4857.024414
	Iteration 18Q: 3 clusters Score -2414342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2414358.000000 Penalty: 4857.024414
	Iteration 19Q: 3 clusters Score -2414358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2414374.750000 Penalty: 4857.024414
	Iteration 20F: 3 clusters Score -2414375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2414394.000000 Penalty: 4857.024414
	Iteration 21Q: 3 clusters Score -2414394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2414401.000000 Penalty: 4857.024414
	Iteration 22Q: 3 clusters Score -2414401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2414407.500000 Penalty: 4857.024414
	Iteration 23Q: 3 clusters Score -2414408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2414413.000000 Penalty: 4857.024414
	Iteration 24Q: 3 clusters Score -2414413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2414418.750000 Penalty: 4857.024414
	Iteration 25Q: 3 clusters Score -2414419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2414420.250000 Penalty: 4857.024414
	Iteration 26Q: 3 clusters Score -2414420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2414422.500000 Penalty: 4857.024414
	Iteration 27Q: 3 clusters Score -2414422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2414427.250000 Penalty: 4857.024414
	Iteration 28Q: 3 clusters Score -2414427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2414427.500000 Penalty: 4857.024414
	Iteration 29Q: 3 clusters Score -2414428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2414434.750000 Penalty: 4857.024414
	Iteration 30Q: 3 clusters Score -2414435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2414439.000000 Penalty: 4857.024414
	Iteration 31Q: 3 clusters Score -2414439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2414440.250000 Penalty: 4857.024414
	Iteration 32Q: 3 clusters Score -2414440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2414440.250000 Penalty: 4857.024414
	Iteration 33F: 3 clusters Score -2414440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Entering Unmasked Estep 
Score: -3578223.750000 Penalty: 2525.995605
	Iteration 0F: 2 clusters Score -3578224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3560103.250000 Penalty: 5051.991211
	Iteration 0F: 3 clusters Score -3560103 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3566423.250000 Penalty: 5051.991211
	Iteration 1F: 3 clusters Score -3566423 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3566815.500000 Penalty: 5051.991211
	Iteration 2Q: 3 clusters Score -3566816 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3567092.250000 Penalty: 5051.991211
	Iteration 3Q: 3 clusters Score -3567092 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3567349.000000 Penalty: 5051.991211
	Iteration 4Q: 3 clusters Score -3567349 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3567596.500000 Penalty: 5051.991211
	Iteration 5Q: 3 clusters Score -3567596 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3567801.750000 Penalty: 5051.991211
	Iteration 6Q: 3 clusters Score -3567802 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3568060.250000 Penalty: 5051.991211
	Iteration 7Q: 3 clusters Score -3568060 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3568375.500000 Penalty: 5051.991211
	Iteration 8Q: 3 clusters Score -3568376 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3568803.250000 Penalty: 5051.991211
	Iteration 9Q: 3 clusters Score -3568803 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3569324.000000 Penalty: 5051.991211
	Iteration 10Q: 3 clusters Score -3569324 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3570035.250000 Penalty: 5051.991211
	Iteration 11Q: 3 clusters Score -3570035 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3570925.250000 Penalty: 5051.991211
	Iteration 12Q: 3 clusters Score -3570925 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3571933.500000 Penalty: 5051.991211
	Iteration 13F: 3 clusters Score -3571934 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3572938.750000 Penalty: 5051.991211
	Iteration 14Q: 3 clusters Score -3572939 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3573683.000000 Penalty: 5051.991211
	Iteration 15Q: 3 clusters Score -3573683 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3574184.750000 Penalty: 5051.991211
	Iteration 16Q: 3 clusters Score -3574185 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3574501.750000 Penalty: 5051.991211
	Iteration 17Q: 3 clusters Score -3574502 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3574729.750000 Penalty: 5051.991211
	Iteration 18Q: 3 clusters Score -3574730 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3574915.500000 Penalty: 5051.991211
	Iteration 19Q: 3 clusters Score -3574916 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3575012.250000 Penalty: 5051.991211
	Iteration 20F: 3 clusters Score -3575012 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3575111.750000 Penalty: 5051.991211
	Iteration 21Q: 3 clusters Score -3575112 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3575201.000000 Penalty: 5051.991211
	Iteration 22Q: 3 clusters Score -3575201 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3575262.750000 Penalty: 5051.991211
	Iteration 23Q: 3 clusters Score -3575263 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3575346.500000 Penalty: 5051.991211
	Iteration 24Q: 3 clusters Score -3575346 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3575425.250000 Penalty: 5051.991211
	Iteration 25Q: 3 clusters Score -3575425 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3575500.000000 Penalty: 5051.991211
	Iteration 26Q: 3 clusters Score -3575500 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3575552.000000 Penalty: 5051.991211
	Iteration 27Q: 3 clusters Score -3575552 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3575601.000000 Penalty: 5051.991211
	Iteration 28Q: 3 clusters Score -3575601 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3575658.250000 Penalty: 5051.991211
	Iteration 29Q: 3 clusters Score -3575658 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3575692.750000 Penalty: 5051.991211
	Iteration 30Q: 3 clusters Score -3575693 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3575715.000000 Penalty: 5051.991211
	Iteration 31Q: 3 clusters Score -3575715 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3575731.000000 Penalty: 5051.991211
	Iteration 32Q: 3 clusters Score -3575731 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3575766.250000 Penalty: 5051.991211
	Iteration 33Q: 3 clusters Score -3575766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3575794.000000 Penalty: 5051.991211
	Iteration 34Q: 3 clusters Score -3575794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3575803.750000 Penalty: 5051.991211
	Iteration 35Q: 3 clusters Score -3575804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3575811.500000 Penalty: 5051.991211
	Iteration 36Q: 3 clusters Score -3575812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3575820.750000 Penalty: 5051.991211
	Iteration 37Q: 3 clusters Score -3575821 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3575830.750000 Penalty: 5051.991211
	Iteration 38Q: 3 clusters Score -3575831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3575843.000000 Penalty: 5051.991211
	Iteration 39Q: 3 clusters Score -3575843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3575853.500000 Penalty: 5051.991211
	Iteration 40F: 3 clusters Score -3575854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3575860.250000 Penalty: 5051.991211
	Iteration 41Q: 3 clusters Score -3575860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3575868.000000 Penalty: 5051.991211
	Iteration 42Q: 3 clusters Score -3575868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3575867.750000 Penalty: 5051.991211
	Iteration 43Q: 3 clusters Score -3575868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3575877.500000 Penalty: 5051.991211
	Iteration 44Q: 3 clusters Score -3575878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3575874.750000 Penalty: 5051.991211
	Iteration 45Q: 3 clusters Score -3575875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3575878.750000 Penalty: 5051.991211
	Iteration 46Q: 3 clusters Score -3575879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3575871.000000 Penalty: 5051.991211
	Iteration 47Q: 3 clusters Score -3575871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3575880.250000 Penalty: 5051.991211
	Iteration 48Q: 3 clusters Score -3575880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3575883.250000 Penalty: 5051.991211
	Iteration 49Q: 3 clusters Score -3575883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3575881.250000 Penalty: 5051.991211
	Iteration 50Q: 3 clusters Score -3575881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -3575879.250000 Penalty: 5051.991211
	Iteration 51Q: 3 clusters Score -3575879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3575884.500000 Penalty: 5051.991211
	Iteration 52Q: 3 clusters Score -3575884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3575885.250000 Penalty: 5051.991211
	Iteration 53Q: 3 clusters Score -3575885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3575888.250000 Penalty: 5051.991211
	Iteration 54Q: 3 clusters Score -3575888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3575883.500000 Penalty: 5051.991211
	Iteration 55Q: 3 clusters Score -3575884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3575887.000000 Penalty: 5051.991211
	Iteration 56Q: 3 clusters Score -3575887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3575888.000000 Penalty: 5051.991211
	Iteration 57Q: 3 clusters Score -3575888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3575887.000000 Penalty: 5051.991211
	Iteration 58Q: 3 clusters Score -3575887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3575891.250000 Penalty: 5051.991211
	Iteration 59Q: 3 clusters Score -3575891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3575892.000000 Penalty: 5051.991211
	Iteration 60F: 3 clusters Score -3575892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3575896.000000 Penalty: 5051.991211
	Iteration 61Q: 3 clusters Score -3575896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3575895.750000 Penalty: 5051.991211
	Iteration 62Q: 3 clusters Score -3575896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3575899.750000 Penalty: 5051.991211
	Iteration 63Q: 3 clusters Score -3575900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3575900.500000 Penalty: 5051.991211
	Iteration 64Q: 3 clusters Score -3575900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3575902.000000 Penalty: 5051.991211
	Iteration 65Q: 3 clusters Score -3575902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3575905.250000 Penalty: 5051.991211
	Iteration 66Q: 3 clusters Score -3575905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3575902.750000 Penalty: 5051.991211
	Iteration 67Q: 3 clusters Score -3575903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3575901.500000 Penalty: 5051.991211
	Iteration 68Q: 3 clusters Score -3575902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3575900.250000 Penalty: 5051.991211
	Iteration 69Q: 3 clusters Score -3575900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3575899.500000 Penalty: 5051.991211
	Iteration 70Q: 3 clusters Score -3575900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3575898.250000 Penalty: 5051.991211
	Iteration 71Q: 3 clusters Score -3575898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3575904.000000 Penalty: 5051.991211
	Iteration 72Q: 3 clusters Score -3575904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3575900.750000 Penalty: 5051.991211
	Iteration 73Q: 3 clusters Score -3575901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3575904.250000 Penalty: 5051.991211
	Iteration 74Q: 3 clusters Score -3575904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3575903.000000 Penalty: 5051.991211
	Iteration 75Q: 3 clusters Score -3575903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3575901.500000 Penalty: 5051.991211
	Iteration 76Q: 3 clusters Score -3575902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3575904.500000 Penalty: 5051.991211
	Iteration 77Q: 3 clusters Score -3575904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3575898.250000 Penalty: 5051.991211
	Iteration 78Q: 3 clusters Score -3575898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3575900.500000 Penalty: 5051.991211
	Iteration 79Q: 3 clusters Score -3575900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3575905.500000 Penalty: 5051.991211
	Iteration 80F: 3 clusters Score -3575906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3575901.750000 Penalty: 5051.991211
	Iteration 81Q: 3 clusters Score -3575902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3575901.750000 Penalty: 5051.991211
	Iteration 82Q: 3 clusters Score -3575902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3575901.750000 Penalty: 5051.991211
	Iteration 83F: 3 clusters Score -3575902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Entering Unmasked Estep 
Score: -9494445.000000 Penalty: 2777.591797
	Iteration 0F: 2 clusters Score -9494445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -9445461.000000 Penalty: 5555.183594
	Iteration 0F: 3 clusters Score -9445461 nChanged 34288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -9464571.000000 Penalty: 5555.183594
	Iteration 1F: 3 clusters Score -9464571 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -9465273.000000 Penalty: 5555.183594
	Iteration 2Q: 3 clusters Score -9465273 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -9465923.000000 Penalty: 5555.183594
	Iteration 3Q: 3 clusters Score -9465923 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -9466742.000000 Penalty: 5555.183594
	Iteration 4Q: 3 clusters Score -9466742 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -9467793.000000 Penalty: 5555.183594
	Iteration 5Q: 3 clusters Score -9467793 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -9469428.000000 Penalty: 5555.183594
	Iteration 6Q: 3 clusters Score -9469428 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -9472018.000000 Penalty: 5555.183594
	Iteration 7F: 3 clusters Score -9472018 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -9475892.000000 Penalty: 5555.183594
	Iteration 8F: 3 clusters Score -9475892 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -9480633.000000 Penalty: 5555.183594
	Iteration 9F: 3 clusters Score -9480633 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -9485129.000000 Penalty: 5555.183594
	Iteration 10F: 3 clusters Score -9485129 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9488413.000000 Penalty: 5555.183594
	Iteration 11Q: 3 clusters Score -9488413 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9490265.000000 Penalty: 5555.183594
	Iteration 12Q: 3 clusters Score -9490265 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9491167.000000 Penalty: 5555.183594
	Iteration 13Q: 3 clusters Score -9491167 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9491586.000000 Penalty: 5555.183594
	Iteration 14Q: 3 clusters Score -9491586 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9491764.000000 Penalty: 5555.183594
	Iteration 15Q: 3 clusters Score -9491764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9491862.000000 Penalty: 5555.183594
	Iteration 16Q: 3 clusters Score -9491862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9491916.000000 Penalty: 5555.183594
	Iteration 17Q: 3 clusters Score -9491916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9491948.000000 Penalty: 5555.183594
	Iteration 18Q: 3 clusters Score -9491948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9491973.000000 Penalty: 5555.183594
	Iteration 19Q: 3 clusters Score -9491973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72786 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9491985.000000 Penalty: 5555.183594
	Iteration 20F: 3 clusters Score -9491985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9491992.000000 Penalty: 5555.183594
	Iteration 21Q: 3 clusters Score -9491992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9492009.000000 Penalty: 5555.183594
	Iteration 22Q: 3 clusters Score -9492009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9492016.000000 Penalty: 5555.183594
	Iteration 23Q: 3 clusters Score -9492016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9492018.000000 Penalty: 5555.183594
	Iteration 24Q: 3 clusters Score -9492018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9492023.000000 Penalty: 5555.183594
	Iteration 25Q: 3 clusters Score -9492023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9492035.000000 Penalty: 5555.183594
	Iteration 26Q: 3 clusters Score -9492035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9492046.000000 Penalty: 5555.183594
	Iteration 27Q: 3 clusters Score -9492046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9492047.000000 Penalty: 5555.183594
	Iteration 28Q: 3 clusters Score -9492047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9492051.000000 Penalty: 5555.183594
	Iteration 29Q: 3 clusters Score -9492051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9492056.000000 Penalty: 5555.183594
	Iteration 30Q: 3 clusters Score -9492056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9492057.000000 Penalty: 5555.183594
	Iteration 31Q: 3 clusters Score -9492057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9492049.000000 Penalty: 5555.183594
	Iteration 32Q: 3 clusters Score -9492049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9492048.000000 Penalty: 5555.183594
	Iteration 33Q: 3 clusters Score -9492048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9492059.000000 Penalty: 5555.183594
	Iteration 34Q: 3 clusters Score -9492059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9492063.000000 Penalty: 5555.183594
	Iteration 35Q: 3 clusters Score -9492063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9492069.000000 Penalty: 5555.183594
	Iteration 36Q: 3 clusters Score -9492069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9492072.000000 Penalty: 5555.183594
	Iteration 37Q: 3 clusters Score -9492072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9492062.000000 Penalty: 5555.183594
	Iteration 38Q: 3 clusters Score -9492062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9492065.000000 Penalty: 5555.183594
	Iteration 39Q: 3 clusters Score -9492065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9492065.000000 Penalty: 5555.183594
	Iteration 40F: 3 clusters Score -9492065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Entering Unmasked Estep 
Score: -1343958.125000 Penalty: 2282.522217
	Iteration 0F: 2 clusters Score -1343958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1336235.750000 Penalty: 4565.044434
	Iteration 0F: 3 clusters Score -1336236 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1338644.375000 Penalty: 4565.044434
	Iteration 1F: 3 clusters Score -1338644 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1339140.500000 Penalty: 4565.044434
	Iteration 2F: 3 clusters Score -1339140 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1339565.750000 Penalty: 4565.044434
	Iteration 3F: 3 clusters Score -1339566 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1340039.875000 Penalty: 4565.044434
	Iteration 4F: 3 clusters Score -1340040 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1340538.500000 Penalty: 4565.044434
	Iteration 5F: 3 clusters Score -1340538 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1340971.625000 Penalty: 4565.044434
	Iteration 6F: 3 clusters Score -1340972 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1341301.125000 Penalty: 4565.044434
	Iteration 7Q: 3 clusters Score -1341301 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1341582.250000 Penalty: 4565.044434
	Iteration 8Q: 3 clusters Score -1341582 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1341829.000000 Penalty: 4565.044434
	Iteration 9Q: 3 clusters Score -1341829 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1342020.125000 Penalty: 4565.044434
	Iteration 10Q: 3 clusters Score -1342020 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1342176.750000 Penalty: 4565.044434
	Iteration 11Q: 3 clusters Score -1342177 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1342274.250000 Penalty: 4565.044434
	Iteration 12Q: 3 clusters Score -1342274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1342357.750000 Penalty: 4565.044434
	Iteration 13Q: 3 clusters Score -1342358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1342427.250000 Penalty: 4565.044434
	Iteration 14Q: 3 clusters Score -1342427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1342471.875000 Penalty: 4565.044434
	Iteration 15Q: 3 clusters Score -1342472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1342528.375000 Penalty: 4565.044434
	Iteration 16Q: 3 clusters Score -1342528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1342566.250000 Penalty: 4565.044434
	Iteration 17Q: 3 clusters Score -1342566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1342589.125000 Penalty: 4565.044434
	Iteration 18Q: 3 clusters Score -1342589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1342616.500000 Penalty: 4565.044434
	Iteration 19Q: 3 clusters Score -1342616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1342643.875000 Penalty: 4565.044434
	Iteration 20F: 3 clusters Score -1342644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1342662.750000 Penalty: 4565.044434
	Iteration 21Q: 3 clusters Score -1342663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1342674.625000 Penalty: 4565.044434
	Iteration 22Q: 3 clusters Score -1342675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1342677.000000 Penalty: 4565.044434
	Iteration 23Q: 3 clusters Score -1342677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1342683.500000 Penalty: 4565.044434
	Iteration 24Q: 3 clusters Score -1342684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1342685.250000 Penalty: 4565.044434
	Iteration 25Q: 3 clusters Score -1342685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1342688.750000 Penalty: 4565.044434
	Iteration 26Q: 3 clusters Score -1342689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1342688.875000 Penalty: 4565.044434
	Iteration 27Q: 3 clusters Score -1342689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1342688.875000 Penalty: 4565.044434
	Iteration 28F: 3 clusters Score -1342689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Entering Unmasked Estep 
Score: -5654013.000000 Penalty: 2648.465820
	Iteration 0F: 2 clusters Score -5654013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5624704.000000 Penalty: 5296.931641
	Iteration 0F: 3 clusters Score -5624704 nChanged 19888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -5635563.500000 Penalty: 5296.931641
	Iteration 1F: 3 clusters Score -5635564 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -5636123.500000 Penalty: 5296.931641
	Iteration 2Q: 3 clusters Score -5636124 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -5636671.500000 Penalty: 5296.931641
	Iteration 3Q: 3 clusters Score -5636672 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5637332.000000 Penalty: 5296.931641
	Iteration 4Q: 3 clusters Score -5637332 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -5638188.500000 Penalty: 5296.931641
	Iteration 5Q: 3 clusters Score -5638188 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -5639397.500000 Penalty: 5296.931641
	Iteration 6F: 3 clusters Score -5639398 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -5640931.000000 Penalty: 5296.931641
	Iteration 7F: 3 clusters Score -5640931 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -5642710.500000 Penalty: 5296.931641
	Iteration 8F: 3 clusters Score -5642710 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5644613.500000 Penalty: 5296.931641
	Iteration 9F: 3 clusters Score -5644614 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -5646308.500000 Penalty: 5296.931641
	Iteration 10F: 3 clusters Score -5646308 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5647672.000000 Penalty: 5296.931641
	Iteration 11Q: 3 clusters Score -5647672 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5648976.000000 Penalty: 5296.931641
	Iteration 12Q: 3 clusters Score -5648976 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5650113.500000 Penalty: 5296.931641
	Iteration 13Q: 3 clusters Score -5650114 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5650927.000000 Penalty: 5296.931641
	Iteration 14Q: 3 clusters Score -5650927 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5651309.500000 Penalty: 5296.931641
	Iteration 15Q: 3 clusters Score -5651310 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5651510.500000 Penalty: 5296.931641
	Iteration 16Q: 3 clusters Score -5651510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5651612.500000 Penalty: 5296.931641
	Iteration 17Q: 3 clusters Score -5651612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5651670.500000 Penalty: 5296.931641
	Iteration 18Q: 3 clusters Score -5651670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5651705.500000 Penalty: 5296.931641
	Iteration 19Q: 3 clusters Score -5651706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5651711.500000 Penalty: 5296.931641
	Iteration 20F: 3 clusters Score -5651712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5651729.500000 Penalty: 5296.931641
	Iteration 21Q: 3 clusters Score -5651730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5651752.500000 Penalty: 5296.931641
	Iteration 22Q: 3 clusters Score -5651752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5651757.500000 Penalty: 5296.931641
	Iteration 23Q: 3 clusters Score -5651758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5651760.500000 Penalty: 5296.931641
	Iteration 24Q: 3 clusters Score -5651760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5651763.000000 Penalty: 5296.931641
	Iteration 25Q: 3 clusters Score -5651763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5651769.000000 Penalty: 5296.931641
	Iteration 26Q: 3 clusters Score -5651769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5651782.000000 Penalty: 5296.931641
	Iteration 27Q: 3 clusters Score -5651782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5651787.000000 Penalty: 5296.931641
	Iteration 28Q: 3 clusters Score -5651787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5651786.000000 Penalty: 5296.931641
	Iteration 29Q: 3 clusters Score -5651786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5651784.500000 Penalty: 5296.931641
	Iteration 30Q: 3 clusters Score -5651784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5651784.500000 Penalty: 5296.931641
	Iteration 31F: 3 clusters Score -5651784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -25944.609375 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -25944.61 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 133 members 
Entering Unmasked Estep 
Score: -24819.818359 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -24819.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25113.957031 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -25113.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25238.046875 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -25238.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25357.023438 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -25357.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25397.941406 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -25397.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25445.066406 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -25445.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25465.037109 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -25465.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25493.998047 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -25494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25497.556641 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -25497.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25497.556641 Penalty: 2776.817383
	Iteration 9F: 3 clusters Score -25497.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208877 members 
Entering Unmasked Estep 
Score: -27726044.000000 Penalty: 3037.876221
	Iteration 0F: 2 clusters Score -2.772604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -27592362.000000 Penalty: 6075.752441
	Iteration 0F: 3 clusters Score -2.759236e+07 nChanged 100316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112273 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -27650986.000000 Penalty: 6075.752441
	Iteration 1F: 3 clusters Score -2.765099e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117124 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -27652532.000000 Penalty: 6075.752441
	Iteration 2Q: 3 clusters Score -2.765253e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124754 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -27655658.000000 Penalty: 6075.752441
	Iteration 3Q: 3 clusters Score -2.765566e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136285 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -27662174.000000 Penalty: 6075.752441
	Iteration 4F: 3 clusters Score -2.766217e+07 nChanged 16582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152779 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -27674018.000000 Penalty: 6075.752441
	Iteration 5F: 3 clusters Score -2.767402e+07 nChanged 20378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173145 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -27691956.000000 Penalty: 6075.752441
	Iteration 6F: 3 clusters Score -2.769196e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192140 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -27709598.000000 Penalty: 6075.752441
	Iteration 7F: 3 clusters Score -2.77096e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203326 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -27718852.000000 Penalty: 6075.752441
	Iteration 8F: 3 clusters Score -2.771885e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207265 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -27722022.000000 Penalty: 6075.752441
	Iteration 9Q: 3 clusters Score -2.772202e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208285 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -27722854.000000 Penalty: 6075.752441
	Iteration 10Q: 3 clusters Score -2.772285e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208519 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -27723124.000000 Penalty: 6075.752441
	Iteration 11Q: 3 clusters Score -2.772312e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208590 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27723254.000000 Penalty: 6075.752441
	Iteration 12Q: 3 clusters Score -2.772325e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208618 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27723288.000000 Penalty: 6075.752441
	Iteration 13Q: 3 clusters Score -2.772329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208635 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27723338.000000 Penalty: 6075.752441
	Iteration 14Q: 3 clusters Score -2.772334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208638 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27723350.000000 Penalty: 6075.752441
	Iteration 15Q: 3 clusters Score -2.772335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208641 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27723346.000000 Penalty: 6075.752441
	Iteration 16Q: 3 clusters Score -2.772335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208641 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27723370.000000 Penalty: 6075.752441
	Iteration 17Q: 3 clusters Score -2.772337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208643 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27723364.000000 Penalty: 6075.752441
	Iteration 18Q: 3 clusters Score -2.772336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208645 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27723374.000000 Penalty: 6075.752441
	Iteration 19Q: 3 clusters Score -2.772337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208646 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27723370.000000 Penalty: 6075.752441
	Iteration 20F: 3 clusters Score -2.772337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Entering Unmasked Estep 
Score: -1599806.125000 Penalty: 2351.924805
	Iteration 0F: 2 clusters Score -1599806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1590194.625000 Penalty: 4703.849609
	Iteration 0F: 3 clusters Score -1590195 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1593099.375000 Penalty: 4703.849609
	Iteration 1F: 3 clusters Score -1593099 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1593410.125000 Penalty: 4703.849609
	Iteration 2F: 3 clusters Score -1593410 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1593630.500000 Penalty: 4703.849609
	Iteration 3Q: 3 clusters Score -1593630 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1593782.250000 Penalty: 4703.849609
	Iteration 4Q: 3 clusters Score -1593782 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1593926.875000 Penalty: 4703.849609
	Iteration 5Q: 3 clusters Score -1593927 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1594089.000000 Penalty: 4703.849609
	Iteration 6Q: 3 clusters Score -1594089 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1594267.375000 Penalty: 4703.849609
	Iteration 7Q: 3 clusters Score -1594267 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1594527.500000 Penalty: 4703.849609
	Iteration 8Q: 3 clusters Score -1594528 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1594974.000000 Penalty: 4703.849609
	Iteration 9Q: 3 clusters Score -1594974 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1595595.375000 Penalty: 4703.849609
	Iteration 10F: 3 clusters Score -1595595 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1596256.000000 Penalty: 4703.849609
	Iteration 11F: 3 clusters Score -1596256 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1596919.500000 Penalty: 4703.849609
	Iteration 12F: 3 clusters Score -1596920 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1597511.750000 Penalty: 4703.849609
	Iteration 13F: 3 clusters Score -1597512 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1597894.375000 Penalty: 4703.849609
	Iteration 14Q: 3 clusters Score -1597894 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1598140.625000 Penalty: 4703.849609
	Iteration 15Q: 3 clusters Score -1598141 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1598271.375000 Penalty: 4703.849609
	Iteration 16Q: 3 clusters Score -1598271 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1598349.375000 Penalty: 4703.849609
	Iteration 17Q: 3 clusters Score -1598349 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1598393.750000 Penalty: 4703.849609
	Iteration 18Q: 3 clusters Score -1598394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1598426.625000 Penalty: 4703.849609
	Iteration 19Q: 3 clusters Score -1598427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1598456.250000 Penalty: 4703.849609
	Iteration 20F: 3 clusters Score -1598456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1598465.875000 Penalty: 4703.849609
	Iteration 21Q: 3 clusters Score -1598466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1598474.500000 Penalty: 4703.849609
	Iteration 22Q: 3 clusters Score -1598474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1598484.375000 Penalty: 4703.849609
	Iteration 23Q: 3 clusters Score -1598484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1598484.625000 Penalty: 4703.849609
	Iteration 24Q: 3 clusters Score -1598485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1598486.500000 Penalty: 4703.849609
	Iteration 25Q: 3 clusters Score -1598486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1598486.125000 Penalty: 4703.849609
	Iteration 26Q: 3 clusters Score -1598486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1598486.125000 Penalty: 4703.849609
	Iteration 27F: 3 clusters Score -1598486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Entering Unmasked Estep 
Score: -6961470.000000 Penalty: 2693.608154
	Iteration 0F: 2 clusters Score -6961470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -6926471.500000 Penalty: 5387.216309
	Iteration 0F: 3 clusters Score -6926472 nChanged 23959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -6939754.500000 Penalty: 5387.216309
	Iteration 1F: 3 clusters Score -6939754 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -6940668.000000 Penalty: 5387.216309
	Iteration 2Q: 3 clusters Score -6940668 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -6941938.000000 Penalty: 5387.216309
	Iteration 3F: 3 clusters Score -6941938 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -6943772.500000 Penalty: 5387.216309
	Iteration 4F: 3 clusters Score -6943772 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -6946355.500000 Penalty: 5387.216309
	Iteration 5F: 3 clusters Score -6946356 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -6949430.000000 Penalty: 5387.216309
	Iteration 6F: 3 clusters Score -6949430 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -6952515.500000 Penalty: 5387.216309
	Iteration 7F: 3 clusters Score -6952516 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -6955136.000000 Penalty: 5387.216309
	Iteration 8Q: 3 clusters Score -6955136 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -6956823.000000 Penalty: 5387.216309
	Iteration 9Q: 3 clusters Score -6956823 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -6957644.000000 Penalty: 5387.216309
	Iteration 10Q: 3 clusters Score -6957644 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -6958024.000000 Penalty: 5387.216309
	Iteration 11Q: 3 clusters Score -6958024 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6958272.500000 Penalty: 5387.216309
	Iteration 12Q: 3 clusters Score -6958272 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -6958412.000000 Penalty: 5387.216309
	Iteration 13Q: 3 clusters Score -6958412 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -6958508.500000 Penalty: 5387.216309
	Iteration 14Q: 3 clusters Score -6958508 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6958560.000000 Penalty: 5387.216309
	Iteration 15Q: 3 clusters Score -6958560 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6958646.000000 Penalty: 5387.216309
	Iteration 16Q: 3 clusters Score -6958646 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6958707.500000 Penalty: 5387.216309
	Iteration 17Q: 3 clusters Score -6958708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6958749.000000 Penalty: 5387.216309
	Iteration 18Q: 3 clusters Score -6958749 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -6958768.000000 Penalty: 5387.216309
	Iteration 19Q: 3 clusters Score -6958768 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6958839.500000 Penalty: 5387.216309
	Iteration 20F: 3 clusters Score -6958840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6958875.000000 Penalty: 5387.216309
	Iteration 21Q: 3 clusters Score -6958875 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6958903.500000 Penalty: 5387.216309
	Iteration 22Q: 3 clusters Score -6958904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6958915.500000 Penalty: 5387.216309
	Iteration 23Q: 3 clusters Score -6958916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6958924.500000 Penalty: 5387.216309
	Iteration 24Q: 3 clusters Score -6958924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6958954.000000 Penalty: 5387.216309
	Iteration 25Q: 3 clusters Score -6958954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6958971.000000 Penalty: 5387.216309
	Iteration 26Q: 3 clusters Score -6958971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6958972.000000 Penalty: 5387.216309
	Iteration 27Q: 3 clusters Score -6958972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6958980.500000 Penalty: 5387.216309
	Iteration 28Q: 3 clusters Score -6958980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6958995.500000 Penalty: 5387.216309
	Iteration 29Q: 3 clusters Score -6958996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6959008.000000 Penalty: 5387.216309
	Iteration 30Q: 3 clusters Score -6959008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6959014.000000 Penalty: 5387.216309
	Iteration 31Q: 3 clusters Score -6959014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6959023.000000 Penalty: 5387.216309
	Iteration 32Q: 3 clusters Score -6959023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6959024.000000 Penalty: 5387.216309
	Iteration 33Q: 3 clusters Score -6959024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6959023.500000 Penalty: 5387.216309
	Iteration 34Q: 3 clusters Score -6959024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6959036.500000 Penalty: 5387.216309
	Iteration 35Q: 3 clusters Score -6959036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6959034.000000 Penalty: 5387.216309
	Iteration 36Q: 3 clusters Score -6959034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6959042.500000 Penalty: 5387.216309
	Iteration 37Q: 3 clusters Score -6959042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6959057.000000 Penalty: 5387.216309
	Iteration 38Q: 3 clusters Score -6959057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6959065.500000 Penalty: 5387.216309
	Iteration 39Q: 3 clusters Score -6959066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6959065.000000 Penalty: 5387.216309
	Iteration 40F: 3 clusters Score -6959065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6959065.000000 Penalty: 5387.216309
	Iteration 41Q: 3 clusters Score -6959065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6959070.000000 Penalty: 5387.216309
	Iteration 42Q: 3 clusters Score -6959070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6959076.500000 Penalty: 5387.216309
	Iteration 43Q: 3 clusters Score -6959076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6959088.500000 Penalty: 5387.216309
	Iteration 44Q: 3 clusters Score -6959088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6959080.500000 Penalty: 5387.216309
	Iteration 45Q: 3 clusters Score -6959080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6959084.500000 Penalty: 5387.216309
	Iteration 46Q: 3 clusters Score -6959084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6959081.500000 Penalty: 5387.216309
	Iteration 47Q: 3 clusters Score -6959082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6959077.500000 Penalty: 5387.216309
	Iteration 48Q: 3 clusters Score -6959078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6959084.500000 Penalty: 5387.216309
	Iteration 49Q: 3 clusters Score -6959084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6959082.000000 Penalty: 5387.216309
	Iteration 50Q: 3 clusters Score -6959082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6959082.000000 Penalty: 5387.216309
	Iteration 51F: 3 clusters Score -6959082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Entering Unmasked Estep 
Score: -4876902.500000 Penalty: 2603.483887
	Iteration 0F: 2 clusters Score -4876902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4852184.000000 Penalty: 5206.967773
	Iteration 0F: 3 clusters Score -4852184 nChanged 16534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4861377.500000 Penalty: 5206.967773
	Iteration 1F: 3 clusters Score -4861378 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4862091.500000 Penalty: 5206.967773
	Iteration 2Q: 3 clusters Score -4862092 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4862815.500000 Penalty: 5206.967773
	Iteration 3Q: 3 clusters Score -4862816 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4863620.500000 Penalty: 5206.967773
	Iteration 4Q: 3 clusters Score -4863620 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4864453.500000 Penalty: 5206.967773
	Iteration 5Q: 3 clusters Score -4864454 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4865271.500000 Penalty: 5206.967773
	Iteration 6Q: 3 clusters Score -4865272 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4866051.000000 Penalty: 5206.967773
	Iteration 7Q: 3 clusters Score -4866051 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4866789.000000 Penalty: 5206.967773
	Iteration 8Q: 3 clusters Score -4866789 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4867457.500000 Penalty: 5206.967773
	Iteration 9Q: 3 clusters Score -4867458 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4868099.000000 Penalty: 5206.967773
	Iteration 10Q: 3 clusters Score -4868099 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4868865.500000 Penalty: 5206.967773
	Iteration 11Q: 3 clusters Score -4868866 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -4869515.500000 Penalty: 5206.967773
	Iteration 12Q: 3 clusters Score -4869516 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4870169.500000 Penalty: 5206.967773
	Iteration 13Q: 3 clusters Score -4870170 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4870669.000000 Penalty: 5206.967773
	Iteration 14Q: 3 clusters Score -4870669 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4871009.500000 Penalty: 5206.967773
	Iteration 15Q: 3 clusters Score -4871010 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4871212.500000 Penalty: 5206.967773
	Iteration 16Q: 3 clusters Score -4871212 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4871338.000000 Penalty: 5206.967773
	Iteration 17Q: 3 clusters Score -4871338 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4871374.000000 Penalty: 5206.967773
	Iteration 18Q: 3 clusters Score -4871374 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -4871402.000000 Penalty: 5206.967773
	Iteration 19Q: 3 clusters Score -4871402 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -4871434.000000 Penalty: 5206.967773
	Iteration 20F: 3 clusters Score -4871434 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4871438.500000 Penalty: 5206.967773
	Iteration 21Q: 3 clusters Score -4871438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4871476.500000 Penalty: 5206.967773
	Iteration 22Q: 3 clusters Score -4871476 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4871493.000000 Penalty: 5206.967773
	Iteration 23Q: 3 clusters Score -4871493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4871514.500000 Penalty: 5206.967773
	Iteration 24Q: 3 clusters Score -4871514 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -4871544.000000 Penalty: 5206.967773
	Iteration 25Q: 3 clusters Score -4871544 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4871566.500000 Penalty: 5206.967773
	Iteration 26Q: 3 clusters Score -4871566 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4871589.500000 Penalty: 5206.967773
	Iteration 27Q: 3 clusters Score -4871590 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4871640.500000 Penalty: 5206.967773
	Iteration 28Q: 3 clusters Score -4871640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4871660.000000 Penalty: 5206.967773
	Iteration 29Q: 3 clusters Score -4871660 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4871705.000000 Penalty: 5206.967773
	Iteration 30Q: 3 clusters Score -4871705 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -4871745.500000 Penalty: 5206.967773
	Iteration 31Q: 3 clusters Score -4871746 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4871758.000000 Penalty: 5206.967773
	Iteration 32Q: 3 clusters Score -4871758 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -4871781.000000 Penalty: 5206.967773
	Iteration 33Q: 3 clusters Score -4871781 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -4871828.000000 Penalty: 5206.967773
	Iteration 34Q: 3 clusters Score -4871828 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -4871879.000000 Penalty: 5206.967773
	Iteration 35Q: 3 clusters Score -4871879 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4871917.500000 Penalty: 5206.967773
	Iteration 36Q: 3 clusters Score -4871918 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4871937.000000 Penalty: 5206.967773
	Iteration 37Q: 3 clusters Score -4871937 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4871982.000000 Penalty: 5206.967773
	Iteration 38Q: 3 clusters Score -4871982 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4872013.500000 Penalty: 5206.967773
	Iteration 39Q: 3 clusters Score -4872014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4872051.500000 Penalty: 5206.967773
	Iteration 40F: 3 clusters Score -4872052 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4872086.000000 Penalty: 5206.967773
	Iteration 41Q: 3 clusters Score -4872086 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4872125.000000 Penalty: 5206.967773
	Iteration 42Q: 3 clusters Score -4872125 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -4872170.500000 Penalty: 5206.967773
	Iteration 43Q: 3 clusters Score -4872170 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4872215.000000 Penalty: 5206.967773
	Iteration 44Q: 3 clusters Score -4872215 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4872276.500000 Penalty: 5206.967773
	Iteration 45Q: 3 clusters Score -4872276 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4872341.500000 Penalty: 5206.967773
	Iteration 46Q: 3 clusters Score -4872342 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -4872400.000000 Penalty: 5206.967773
	Iteration 47Q: 3 clusters Score -4872400 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4872467.000000 Penalty: 5206.967773
	Iteration 48Q: 3 clusters Score -4872467 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4872539.000000 Penalty: 5206.967773
	Iteration 49Q: 3 clusters Score -4872539 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4872613.000000 Penalty: 5206.967773
	Iteration 50Q: 3 clusters Score -4872613 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -4872704.000000 Penalty: 5206.967773
	Iteration 51Q: 3 clusters Score -4872704 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -4872798.000000 Penalty: 5206.967773
	Iteration 52Q: 3 clusters Score -4872798 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4872897.500000 Penalty: 5206.967773
	Iteration 53Q: 3 clusters Score -4872898 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4873000.500000 Penalty: 5206.967773
	Iteration 54Q: 3 clusters Score -4873000 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -4873106.000000 Penalty: 5206.967773
	Iteration 55Q: 3 clusters Score -4873106 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4873214.500000 Penalty: 5206.967773
	Iteration 56Q: 3 clusters Score -4873214 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4873345.000000 Penalty: 5206.967773
	Iteration 57Q: 3 clusters Score -4873345 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4873451.500000 Penalty: 5206.967773
	Iteration 58Q: 3 clusters Score -4873452 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -4873585.500000 Penalty: 5206.967773
	Iteration 59Q: 3 clusters Score -4873586 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -4873699.000000 Penalty: 5206.967773
	Iteration 60F: 3 clusters Score -4873699 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4873860.000000 Penalty: 5206.967773
	Iteration 61Q: 3 clusters Score -4873860 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4873999.000000 Penalty: 5206.967773
	Iteration 62Q: 3 clusters Score -4873999 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4874111.000000 Penalty: 5206.967773
	Iteration 63Q: 3 clusters Score -4874111 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4874240.000000 Penalty: 5206.967773
	Iteration 64Q: 3 clusters Score -4874240 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4874402.500000 Penalty: 5206.967773
	Iteration 65Q: 3 clusters Score -4874402 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4874585.500000 Penalty: 5206.967773
	Iteration 66Q: 3 clusters Score -4874586 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4874783.000000 Penalty: 5206.967773
	Iteration 67Q: 3 clusters Score -4874783 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4874939.500000 Penalty: 5206.967773
	Iteration 68Q: 3 clusters Score -4874940 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4875078.500000 Penalty: 5206.967773
	Iteration 69Q: 3 clusters Score -4875078 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4875221.000000 Penalty: 5206.967773
	Iteration 70Q: 3 clusters Score -4875221 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4875286.500000 Penalty: 5206.967773
	Iteration 71Q: 3 clusters Score -4875286 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4875361.000000 Penalty: 5206.967773
	Iteration 72Q: 3 clusters Score -4875361 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4875425.000000 Penalty: 5206.967773
	Iteration 73Q: 3 clusters Score -4875425 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4875466.500000 Penalty: 5206.967773
	Iteration 74Q: 3 clusters Score -4875466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4875518.000000 Penalty: 5206.967773
	Iteration 75Q: 3 clusters Score -4875518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4875532.000000 Penalty: 5206.967773
	Iteration 76Q: 3 clusters Score -4875532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4875555.500000 Penalty: 5206.967773
	Iteration 77Q: 3 clusters Score -4875556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4875578.500000 Penalty: 5206.967773
	Iteration 78Q: 3 clusters Score -4875578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4875595.000000 Penalty: 5206.967773
	Iteration 79Q: 3 clusters Score -4875595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4875618.000000 Penalty: 5206.967773
	Iteration 80F: 3 clusters Score -4875618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4875614.500000 Penalty: 5206.967773
	Iteration 81Q: 3 clusters Score -4875614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4875626.500000 Penalty: 5206.967773
	Iteration 82Q: 3 clusters Score -4875626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4875625.000000 Penalty: 5206.967773
	Iteration 83Q: 3 clusters Score -4875625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4875625.500000 Penalty: 5206.967773
	Iteration 84Q: 3 clusters Score -4875626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4875627.000000 Penalty: 5206.967773
	Iteration 85Q: 3 clusters Score -4875627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4875625.500000 Penalty: 5206.967773
	Iteration 86Q: 3 clusters Score -4875626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4875631.500000 Penalty: 5206.967773
	Iteration 87Q: 3 clusters Score -4875632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4875633.000000 Penalty: 5206.967773
	Iteration 88Q: 3 clusters Score -4875633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4875626.500000 Penalty: 5206.967773
	Iteration 89Q: 3 clusters Score -4875626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4875626.500000 Penalty: 5206.967773
	Iteration 90F: 3 clusters Score -4875626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -269635.843750 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -269635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -267028.625000 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -267028.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -267453.437500 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -267453.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -267554.031250 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -267554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -267602.000000 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -267602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -267632.000000 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -267632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -267653.593750 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -267653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -267666.125000 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -267666.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267682.125000 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -267682.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -267692.000000 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -267692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267700.656250 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -267700.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -267707.656250 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -267707.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -267711.531250 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -267711.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -267715.625000 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -267715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -267718.031250 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -267718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -267724.031250 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -267724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -267731.531250 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -267731.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -267737.281250 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -267737.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -267744.468750 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -267744.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -267756.093750 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -267756.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -267767.187500 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -267767.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -267774.125000 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -267774.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -267781.593750 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -267781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -267785.375000 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -267785.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -267789.687500 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -267789.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -267795.250000 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -267795.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -267804.750000 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -267804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -267810.156250 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -267810.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -267814.156250 Penalty: 3784.708740
	Iteration 27Q: 3 clusters Score -267814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -267819.312500 Penalty: 3784.708740
	Iteration 28Q: 3 clusters Score -267819.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -267823.687500 Penalty: 3784.708740
	Iteration 29Q: 3 clusters Score -267823.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -267827.687500 Penalty: 3784.708740
	Iteration 30Q: 3 clusters Score -267827.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -267830.406250 Penalty: 3784.708740
	Iteration 31Q: 3 clusters Score -267830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -267835.125000 Penalty: 3784.708740
	Iteration 32Q: 3 clusters Score -267835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -267838.750000 Penalty: 3784.708740
	Iteration 33Q: 3 clusters Score -267838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -267843.906250 Penalty: 3784.708740
	Iteration 34Q: 3 clusters Score -267843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -267848.031250 Penalty: 3784.708740
	Iteration 35Q: 3 clusters Score -267848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -267850.812500 Penalty: 3784.708740
	Iteration 36Q: 3 clusters Score -267850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -267853.187500 Penalty: 3784.708740
	Iteration 37Q: 3 clusters Score -267853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -267854.875000 Penalty: 3784.708740
	Iteration 38Q: 3 clusters Score -267854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -267857.187500 Penalty: 3784.708740
	Iteration 39Q: 3 clusters Score -267857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -267858.187500 Penalty: 3784.708740
	Iteration 40F: 3 clusters Score -267858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -267859.343750 Penalty: 3784.708740
	Iteration 41Q: 3 clusters Score -267859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -267861.125000 Penalty: 3784.708740
	Iteration 42Q: 3 clusters Score -267861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -267862.343750 Penalty: 3784.708740
	Iteration 43Q: 3 clusters Score -267862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -267862.250000 Penalty: 3784.708740
	Iteration 44Q: 3 clusters Score -267862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -267862.250000 Penalty: 3784.708740
	Iteration 45F: 3 clusters Score -267862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -21300.865234 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -21300.87 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 105 members 
Entering Unmasked Estep 
Score: -20238.296875 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -20238.3 nChanged 29
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: -20402.109375 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -20402.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20463.056641 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -20463.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20515.908203 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -20515.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20522.769531 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -20522.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20526.164062 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -20526.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20529.720703 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -20529.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20529.720703 Penalty: 2666.138184
	Iteration 7F: 3 clusters Score -20529.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Entering Unmasked Estep 
Score: -4263487.500000 Penalty: 2590.287354
	Iteration 0F: 2 clusters Score -4263488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4239989.000000 Penalty: 5180.574707
	Iteration 0F: 3 clusters Score -4239989 nChanged 15618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4248526.000000 Penalty: 5180.574707
	Iteration 1F: 3 clusters Score -4248526 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4249180.500000 Penalty: 5180.574707
	Iteration 2F: 3 clusters Score -4249180 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4249827.500000 Penalty: 5180.574707
	Iteration 3Q: 3 clusters Score -4249828 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -4250590.000000 Penalty: 5180.574707
	Iteration 4Q: 3 clusters Score -4250590 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4251501.500000 Penalty: 5180.574707
	Iteration 5Q: 3 clusters Score -4251502 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4252616.000000 Penalty: 5180.574707
	Iteration 6F: 3 clusters Score -4252616 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4253972.500000 Penalty: 5180.574707
	Iteration 7F: 3 clusters Score -4253972 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4255408.500000 Penalty: 5180.574707
	Iteration 8F: 3 clusters Score -4255408 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4256617.500000 Penalty: 5180.574707
	Iteration 9Q: 3 clusters Score -4256618 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -4257525.000000 Penalty: 5180.574707
	Iteration 10Q: 3 clusters Score -4257525 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4258257.500000 Penalty: 5180.574707
	Iteration 11Q: 3 clusters Score -4258258 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -4258839.000000 Penalty: 5180.574707
	Iteration 12Q: 3 clusters Score -4258839 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4259422.500000 Penalty: 5180.574707
	Iteration 13Q: 3 clusters Score -4259422 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -4260084.500000 Penalty: 5180.574707
	Iteration 14Q: 3 clusters Score -4260084 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -4260726.000000 Penalty: 5180.574707
	Iteration 15Q: 3 clusters Score -4260726 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4261137.500000 Penalty: 5180.574707
	Iteration 16Q: 3 clusters Score -4261138 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4261363.500000 Penalty: 5180.574707
	Iteration 17Q: 3 clusters Score -4261364 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -4261488.000000 Penalty: 5180.574707
	Iteration 18Q: 3 clusters Score -4261488 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -4261564.500000 Penalty: 5180.574707
	Iteration 19Q: 3 clusters Score -4261564 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4261623.500000 Penalty: 5180.574707
	Iteration 20F: 3 clusters Score -4261624 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -4261646.000000 Penalty: 5180.574707
	Iteration 21Q: 3 clusters Score -4261646 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4261672.500000 Penalty: 5180.574707
	Iteration 22Q: 3 clusters Score -4261672 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -4261692.000000 Penalty: 5180.574707
	Iteration 23Q: 3 clusters Score -4261692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -4261689.500000 Penalty: 5180.574707
	Iteration 24Q: 3 clusters Score -4261690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -4261700.000000 Penalty: 5180.574707
	Iteration 25Q: 3 clusters Score -4261700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -4261696.000000 Penalty: 5180.574707
	Iteration 26Q: 3 clusters Score -4261696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -4261689.000000 Penalty: 5180.574707
	Iteration 27Q: 3 clusters Score -4261689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4261692.000000 Penalty: 5180.574707
	Iteration 28Q: 3 clusters Score -4261692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4261699.000000 Penalty: 5180.574707
	Iteration 29Q: 3 clusters Score -4261699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4261703.000000 Penalty: 5180.574707
	Iteration 30Q: 3 clusters Score -4261703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -4261714.500000 Penalty: 5180.574707
	Iteration 31Q: 3 clusters Score -4261714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4261709.500000 Penalty: 5180.574707
	Iteration 32Q: 3 clusters Score -4261710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -4261713.000000 Penalty: 5180.574707
	Iteration 33Q: 3 clusters Score -4261713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4261710.500000 Penalty: 5180.574707
	Iteration 34Q: 3 clusters Score -4261710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -4261711.500000 Penalty: 5180.574707
	Iteration 35Q: 3 clusters Score -4261712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -4261703.000000 Penalty: 5180.574707
	Iteration 36Q: 3 clusters Score -4261703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4261707.000000 Penalty: 5180.574707
	Iteration 37Q: 3 clusters Score -4261707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -4261714.000000 Penalty: 5180.574707
	Iteration 38Q: 3 clusters Score -4261714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -4261713.000000 Penalty: 5180.574707
	Iteration 39Q: 3 clusters Score -4261713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -4261711.000000 Penalty: 5180.574707
	Iteration 40F: 3 clusters Score -4261711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4261710.500000 Penalty: 5180.574707
	Iteration 41Q: 3 clusters Score -4261710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -4261711.000000 Penalty: 5180.574707
	Iteration 42Q: 3 clusters Score -4261711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -4261709.000000 Penalty: 5180.574707
	Iteration 43Q: 3 clusters Score -4261709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -4261707.000000 Penalty: 5180.574707
	Iteration 44Q: 3 clusters Score -4261707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -4261708.500000 Penalty: 5180.574707
	Iteration 45Q: 3 clusters Score -4261708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -4261709.500000 Penalty: 5180.574707
	Iteration 46Q: 3 clusters Score -4261710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4261710.500000 Penalty: 5180.574707
	Iteration 47Q: 3 clusters Score -4261710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4261710.500000 Penalty: 5180.574707
	Iteration 48F: 3 clusters Score -4261710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Entering Unmasked Estep 
Score: -3387372.500000 Penalty: 2513.144287
	Iteration 0F: 2 clusters Score -3387372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3369947.000000 Penalty: 5026.288574
	Iteration 0F: 3 clusters Score -3369947 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3376064.250000 Penalty: 5026.288574
	Iteration 1F: 3 clusters Score -3376064 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3376669.500000 Penalty: 5026.288574
	Iteration 2F: 3 clusters Score -3376670 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3377205.000000 Penalty: 5026.288574
	Iteration 3Q: 3 clusters Score -3377205 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3377848.250000 Penalty: 5026.288574
	Iteration 4F: 3 clusters Score -3377848 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3378654.000000 Penalty: 5026.288574
	Iteration 5F: 3 clusters Score -3378654 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3379823.250000 Penalty: 5026.288574
	Iteration 6F: 3 clusters Score -3379823 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3381414.000000 Penalty: 5026.288574
	Iteration 7F: 3 clusters Score -3381414 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3383283.500000 Penalty: 5026.288574
	Iteration 8F: 3 clusters Score -3383284 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3384852.000000 Penalty: 5026.288574
	Iteration 9F: 3 clusters Score -3384852 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3385740.750000 Penalty: 5026.288574
	Iteration 10Q: 3 clusters Score -3385741 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3386209.000000 Penalty: 5026.288574
	Iteration 11Q: 3 clusters Score -3386209 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3386489.750000 Penalty: 5026.288574
	Iteration 12Q: 3 clusters Score -3386490 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3386656.250000 Penalty: 5026.288574
	Iteration 13Q: 3 clusters Score -3386656 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3386739.500000 Penalty: 5026.288574
	Iteration 14Q: 3 clusters Score -3386740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3386796.000000 Penalty: 5026.288574
	Iteration 15Q: 3 clusters Score -3386796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3386829.000000 Penalty: 5026.288574
	Iteration 16Q: 3 clusters Score -3386829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3386851.250000 Penalty: 5026.288574
	Iteration 17Q: 3 clusters Score -3386851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3386868.750000 Penalty: 5026.288574
	Iteration 18Q: 3 clusters Score -3386869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3386875.250000 Penalty: 5026.288574
	Iteration 19Q: 3 clusters Score -3386875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3386880.000000 Penalty: 5026.288574
	Iteration 20F: 3 clusters Score -3386880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3386896.000000 Penalty: 5026.288574
	Iteration 21Q: 3 clusters Score -3386896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3386892.500000 Penalty: 5026.288574
	Iteration 22Q: 3 clusters Score -3386892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3386898.250000 Penalty: 5026.288574
	Iteration 23Q: 3 clusters Score -3386898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3386890.500000 Penalty: 5026.288574
	Iteration 24Q: 3 clusters Score -3386890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3386900.000000 Penalty: 5026.288574
	Iteration 25Q: 3 clusters Score -3386900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3386899.500000 Penalty: 5026.288574
	Iteration 26Q: 3 clusters Score -3386900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3386898.250000 Penalty: 5026.288574
	Iteration 27Q: 3 clusters Score -3386898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3386896.250000 Penalty: 5026.288574
	Iteration 28Q: 3 clusters Score -3386896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3386896.250000 Penalty: 5026.288574
	Iteration 29F: 3 clusters Score -3386896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185441 members 
Entering Unmasked Estep 
Score: -24594574.000000 Penalty: 3008.362061
	Iteration 0F: 2 clusters Score -2.459457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92555 members 
Mstep: Class 2 contains 92886 members 
Entering Unmasked Estep 
Score: -24473130.000000 Penalty: 6016.724121
	Iteration 0F: 3 clusters Score -2.447313e+07 nChanged 88783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -24525016.000000 Penalty: 6016.724121
	Iteration 1F: 3 clusters Score -2.452502e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
Score: -24526448.000000 Penalty: 6016.724121
	Iteration 2Q: 3 clusters Score -2.452645e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -24528634.000000 Penalty: 6016.724121
	Iteration 3Q: 3 clusters Score -2.452863e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 111437 members 
Entering Unmasked Estep 
Score: -24532468.000000 Penalty: 6016.724121
	Iteration 4Q: 3 clusters Score -2.453247e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -24538894.000000 Penalty: 6016.724121
	Iteration 5F: 3 clusters Score -2.453889e+07 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 134244 members 
Entering Unmasked Estep 
Score: -24548762.000000 Penalty: 6016.724121
	Iteration 6F: 3 clusters Score -2.454876e+07 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 149250 members 
Entering Unmasked Estep 
Score: -24562308.000000 Penalty: 6016.724121
	Iteration 7F: 3 clusters Score -2.456231e+07 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -24575964.000000 Penalty: 6016.724121
	Iteration 8F: 3 clusters Score -2.457596e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 172932 members 
Entering Unmasked Estep 
Score: -24584994.000000 Penalty: 6016.724121
	Iteration 9F: 3 clusters Score -2.458499e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 177909 members 
Entering Unmasked Estep 
Score: -24589238.000000 Penalty: 6016.724121
	Iteration 10Q: 3 clusters Score -2.458924e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 179989 members 
Entering Unmasked Estep 
Score: -24590950.000000 Penalty: 6016.724121
	Iteration 11Q: 3 clusters Score -2.459095e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 180978 members 
Entering Unmasked Estep 
Score: -24591614.000000 Penalty: 6016.724121
	Iteration 12Q: 3 clusters Score -2.459161e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 181594 members 
Entering Unmasked Estep 
Score: -24592076.000000 Penalty: 6016.724121
	Iteration 13Q: 3 clusters Score -2.459208e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 182002 members 
Entering Unmasked Estep 
Score: -24592344.000000 Penalty: 6016.724121
	Iteration 14Q: 3 clusters Score -2.459234e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 182275 members 
Entering Unmasked Estep 
Score: -24592474.000000 Penalty: 6016.724121
	Iteration 15Q: 3 clusters Score -2.459247e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 182492 members 
Entering Unmasked Estep 
Score: -24592620.000000 Penalty: 6016.724121
	Iteration 16Q: 3 clusters Score -2.459262e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 182656 members 
Entering Unmasked Estep 
Score: -24592726.000000 Penalty: 6016.724121
	Iteration 17Q: 3 clusters Score -2.459273e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 182790 members 
Entering Unmasked Estep 
Score: -24592796.000000 Penalty: 6016.724121
	Iteration 18Q: 3 clusters Score -2.45928e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 182897 members 
Entering Unmasked Estep 
Score: -24592822.000000 Penalty: 6016.724121
	Iteration 19Q: 3 clusters Score -2.459282e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 182973 members 
Entering Unmasked Estep 
Score: -24592836.000000 Penalty: 6016.724121
	Iteration 20F: 3 clusters Score -2.459284e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 183044 members 
Entering Unmasked Estep 
Score: -24592938.000000 Penalty: 6016.724121
	Iteration 21Q: 3 clusters Score -2.459294e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 183082 members 
Entering Unmasked Estep 
Score: -24592942.000000 Penalty: 6016.724121
	Iteration 22Q: 3 clusters Score -2.459294e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 183116 members 
Entering Unmasked Estep 
Score: -24593002.000000 Penalty: 6016.724121
	Iteration 23Q: 3 clusters Score -2.4593e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -24593024.000000 Penalty: 6016.724121
	Iteration 24Q: 3 clusters Score -2.459302e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 183165 members 
Entering Unmasked Estep 
Score: -24593026.000000 Penalty: 6016.724121
	Iteration 25Q: 3 clusters Score -2.459303e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 183183 members 
Entering Unmasked Estep 
Score: -24593030.000000 Penalty: 6016.724121
	Iteration 26Q: 3 clusters Score -2.459303e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 183202 members 
Entering Unmasked Estep 
Score: -24593038.000000 Penalty: 6016.724121
	Iteration 27Q: 3 clusters Score -2.459304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 183211 members 
Entering Unmasked Estep 
Score: -24593062.000000 Penalty: 6016.724121
	Iteration 28Q: 3 clusters Score -2.459306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 183230 members 
Entering Unmasked Estep 
Score: -24593056.000000 Penalty: 6016.724121
	Iteration 29Q: 3 clusters Score -2.459306e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 183242 members 
Entering Unmasked Estep 
Score: -24593076.000000 Penalty: 6016.724121
	Iteration 30Q: 3 clusters Score -2.459308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 183245 members 
Entering Unmasked Estep 
Score: -24593060.000000 Penalty: 6016.724121
	Iteration 31Q: 3 clusters Score -2.459306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 183249 members 
Entering Unmasked Estep 
Score: -24593050.000000 Penalty: 6016.724121
	Iteration 32Q: 3 clusters Score -2.459305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 183255 members 
Entering Unmasked Estep 
Score: -24593072.000000 Penalty: 6016.724121
	Iteration 33Q: 3 clusters Score -2.459307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 183260 members 
Entering Unmasked Estep 
Score: -24593084.000000 Penalty: 6016.724121
	Iteration 34Q: 3 clusters Score -2.459308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 183262 members 
Entering Unmasked Estep 
Score: -24593104.000000 Penalty: 6016.724121
	Iteration 35Q: 3 clusters Score -2.45931e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 183267 members 
Entering Unmasked Estep 
Score: -24593108.000000 Penalty: 6016.724121
	Iteration 36Q: 3 clusters Score -2.459311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 183275 members 
Entering Unmasked Estep 
Score: -24593108.000000 Penalty: 6016.724121
	Iteration 37Q: 3 clusters Score -2.459311e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 183287 members 
Entering Unmasked Estep 
Score: -24593144.000000 Penalty: 6016.724121
	Iteration 38Q: 3 clusters Score -2.459314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 183295 members 
Entering Unmasked Estep 
Score: -24593160.000000 Penalty: 6016.724121
	Iteration 39Q: 3 clusters Score -2.459316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 183297 members 
Entering Unmasked Estep 
Score: -24593182.000000 Penalty: 6016.724121
	Iteration 40F: 3 clusters Score -2.459318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 183300 members 
Entering Unmasked Estep 
Score: -24593192.000000 Penalty: 6016.724121
	Iteration 41Q: 3 clusters Score -2.459319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 183298 members 
Entering Unmasked Estep 
Score: -24593198.000000 Penalty: 6016.724121
	Iteration 42Q: 3 clusters Score -2.45932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 183302 members 
Entering Unmasked Estep 
Score: -24593198.000000 Penalty: 6016.724121
	Iteration 43Q: 3 clusters Score -2.45932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -24593200.000000 Penalty: 6016.724121
	Iteration 44Q: 3 clusters Score -2.45932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 183317 members 
Entering Unmasked Estep 
Score: -24593202.000000 Penalty: 6016.724121
	Iteration 45Q: 3 clusters Score -2.45932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 183319 members 
Entering Unmasked Estep 
Score: -24593208.000000 Penalty: 6016.724121
	Iteration 46Q: 3 clusters Score -2.459321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 183326 members 
Entering Unmasked Estep 
Score: -24593200.000000 Penalty: 6016.724121
	Iteration 47Q: 3 clusters Score -2.45932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 183334 members 
Entering Unmasked Estep 
Score: -24593208.000000 Penalty: 6016.724121
	Iteration 48Q: 3 clusters Score -2.459321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 183347 members 
Entering Unmasked Estep 
Score: -24593200.000000 Penalty: 6016.724121
	Iteration 49Q: 3 clusters Score -2.45932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 183361 members 
Entering Unmasked Estep 
Score: -24593228.000000 Penalty: 6016.724121
	Iteration 50Q: 3 clusters Score -2.459323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 183371 members 
Entering Unmasked Estep 
Score: -24593192.000000 Penalty: 6016.724121
	Iteration 51Q: 3 clusters Score -2.459319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 183375 members 
Entering Unmasked Estep 
Score: -24593224.000000 Penalty: 6016.724121
	Iteration 52Q: 3 clusters Score -2.459322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 183381 members 
Entering Unmasked Estep 
Score: -24593224.000000 Penalty: 6016.724121
	Iteration 53Q: 3 clusters Score -2.459322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 183383 members 
Entering Unmasked Estep 
Score: -24593224.000000 Penalty: 6016.724121
	Iteration 54Q: 3 clusters Score -2.459322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 183391 members 
Entering Unmasked Estep 
Score: -24593246.000000 Penalty: 6016.724121
	Iteration 55Q: 3 clusters Score -2.459325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 183399 members 
Entering Unmasked Estep 
Score: -24593244.000000 Penalty: 6016.724121
	Iteration 56Q: 3 clusters Score -2.459324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 183405 members 
Entering Unmasked Estep 
Score: -24593230.000000 Penalty: 6016.724121
	Iteration 57Q: 3 clusters Score -2.459323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 183414 members 
Entering Unmasked Estep 
Score: -24593252.000000 Penalty: 6016.724121
	Iteration 58Q: 3 clusters Score -2.459325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 183414 members 
Entering Unmasked Estep 
Score: -24593248.000000 Penalty: 6016.724121
	Iteration 59Q: 3 clusters Score -2.459325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 183414 members 
Entering Unmasked Estep 
Score: -24593238.000000 Penalty: 6016.724121
	Iteration 60F: 3 clusters Score -2.459324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 183415 members 
Entering Unmasked Estep 
Score: -24593246.000000 Penalty: 6016.724121
	Iteration 61Q: 3 clusters Score -2.459325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -24593248.000000 Penalty: 6016.724121
	Iteration 62Q: 3 clusters Score -2.459325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 183412 members 
Entering Unmasked Estep 
Score: -24593262.000000 Penalty: 6016.724121
	Iteration 63Q: 3 clusters Score -2.459326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -24593264.000000 Penalty: 6016.724121
	Iteration 64Q: 3 clusters Score -2.459326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 183408 members 
Entering Unmasked Estep 
Score: -24593282.000000 Penalty: 6016.724121
	Iteration 65Q: 3 clusters Score -2.459328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -24593280.000000 Penalty: 6016.724121
	Iteration 66Q: 3 clusters Score -2.459328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 183411 members 
Entering Unmasked Estep 
Score: -24593280.000000 Penalty: 6016.724121
	Iteration 67Q: 3 clusters Score -2.459328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -24593282.000000 Penalty: 6016.724121
	Iteration 68Q: 3 clusters Score -2.459328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -24593258.000000 Penalty: 6016.724121
	Iteration 69Q: 3 clusters Score -2.459326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 183409 members 
Entering Unmasked Estep 
Score: -24593264.000000 Penalty: 6016.724121
	Iteration 70Q: 3 clusters Score -2.459326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 183406 members 
Entering Unmasked Estep 
Score: -24593264.000000 Penalty: 6016.724121
	Iteration 71Q: 3 clusters Score -2.459326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -24593272.000000 Penalty: 6016.724121
	Iteration 72Q: 3 clusters Score -2.459327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -24593272.000000 Penalty: 6016.724121
	Iteration 73Q: 3 clusters Score -2.459327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -24593264.000000 Penalty: 6016.724121
	Iteration 74Q: 3 clusters Score -2.459326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -24593266.000000 Penalty: 6016.724121
	Iteration 75Q: 3 clusters Score -2.459327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -24593266.000000 Penalty: 6016.724121
	Iteration 76Q: 3 clusters Score -2.459327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -24593250.000000 Penalty: 6016.724121
	Iteration 77Q: 3 clusters Score -2.459325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 183411 members 
Entering Unmasked Estep 
Score: -24593264.000000 Penalty: 6016.724121
	Iteration 78Q: 3 clusters Score -2.459326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 183419 members 
Entering Unmasked Estep 
Score: -24593268.000000 Penalty: 6016.724121
	Iteration 79Q: 3 clusters Score -2.459327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -24593278.000000 Penalty: 6016.724121
	Iteration 80F: 3 clusters Score -2.459328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 183420 members 
Entering Unmasked Estep 
Score: -24593294.000000 Penalty: 6016.724121
	Iteration 81Q: 3 clusters Score -2.459329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 183421 members 
Entering Unmasked Estep 
Score: -24593296.000000 Penalty: 6016.724121
	Iteration 82Q: 3 clusters Score -2.45933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -24593290.000000 Penalty: 6016.724121
	Iteration 83Q: 3 clusters Score -2.459329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -24593266.000000 Penalty: 6016.724121
	Iteration 84Q: 3 clusters Score -2.459327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 183426 members 
Entering Unmasked Estep 
Score: -24593286.000000 Penalty: 6016.724121
	Iteration 85Q: 3 clusters Score -2.459329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 183426 members 
Entering Unmasked Estep 
Score: -24593282.000000 Penalty: 6016.724121
	Iteration 86Q: 3 clusters Score -2.459328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 183423 members 
Entering Unmasked Estep 
Score: -24593286.000000 Penalty: 6016.724121
	Iteration 87Q: 3 clusters Score -2.459329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -24593282.000000 Penalty: 6016.724121
	Iteration 88Q: 3 clusters Score -2.459328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 183421 members 
Entering Unmasked Estep 
Score: -24593284.000000 Penalty: 6016.724121
	Iteration 89Q: 3 clusters Score -2.459328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -24593296.000000 Penalty: 6016.724121
	Iteration 90Q: 3 clusters Score -2.45933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 183423 members 
Entering Unmasked Estep 
Score: -24593302.000000 Penalty: 6016.724121
	Iteration 91Q: 3 clusters Score -2.45933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -24593290.000000 Penalty: 6016.724121
	Iteration 92Q: 3 clusters Score -2.459329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -24593296.000000 Penalty: 6016.724121
	Iteration 93Q: 3 clusters Score -2.45933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 183423 members 
Entering Unmasked Estep 
Score: -24593306.000000 Penalty: 6016.724121
	Iteration 94Q: 3 clusters Score -2.459331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -24593314.000000 Penalty: 6016.724121
	Iteration 95Q: 3 clusters Score -2.459331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 183425 members 
Entering Unmasked Estep 
Score: -24593296.000000 Penalty: 6016.724121
	Iteration 96Q: 3 clusters Score -2.45933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 183427 members 
Entering Unmasked Estep 
Score: -24593282.000000 Penalty: 6016.724121
	Iteration 97Q: 3 clusters Score -2.459328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 183428 members 
Entering Unmasked Estep 
Score: -24593278.000000 Penalty: 6016.724121
	Iteration 98Q: 3 clusters Score -2.459328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 183430 members 
Entering Unmasked Estep 
Score: -24593286.000000 Penalty: 6016.724121
	Iteration 99Q: 3 clusters Score -2.459329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 183432 members 
Entering Unmasked Estep 
Score: -24593278.000000 Penalty: 6016.724121
	Iteration 100F: 3 clusters Score -2.459328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 183433 members 
Entering Unmasked Estep 
Score: -24593282.000000 Penalty: 6016.724121
	Iteration 101Q: 3 clusters Score -2.459328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 183433 members 
Entering Unmasked Estep 
Score: -24593290.000000 Penalty: 6016.724121
	Iteration 102Q: 3 clusters Score -2.459329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 183435 members 
Entering Unmasked Estep 
Score: -24593294.000000 Penalty: 6016.724121
	Iteration 103Q: 3 clusters Score -2.459329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 183434 members 
Entering Unmasked Estep 
Score: -24593310.000000 Penalty: 6016.724121
	Iteration 104Q: 3 clusters Score -2.459331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 183436 members 
Entering Unmasked Estep 
Score: -24593308.000000 Penalty: 6016.724121
	Iteration 105Q: 3 clusters Score -2.459331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 183445 members 
Entering Unmasked Estep 
Score: -24593318.000000 Penalty: 6016.724121
	Iteration 106Q: 3 clusters Score -2.459332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 183445 members 
Entering Unmasked Estep 
Score: -24593326.000000 Penalty: 6016.724121
	Iteration 107Q: 3 clusters Score -2.459333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 183440 members 
Entering Unmasked Estep 
Score: -24593328.000000 Penalty: 6016.724121
	Iteration 108Q: 3 clusters Score -2.459333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 183441 members 
Entering Unmasked Estep 
Score: -24593322.000000 Penalty: 6016.724121
	Iteration 109Q: 3 clusters Score -2.459332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 183438 members 
Entering Unmasked Estep 
Score: -24593342.000000 Penalty: 6016.724121
	Iteration 110Q: 3 clusters Score -2.459334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 183439 members 
Entering Unmasked Estep 
Score: -24593330.000000 Penalty: 6016.724121
	Iteration 111Q: 3 clusters Score -2.459333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 183437 members 
Entering Unmasked Estep 
Score: -24593336.000000 Penalty: 6016.724121
	Iteration 112Q: 3 clusters Score -2.459334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 183432 members 
Entering Unmasked Estep 
Score: -24593334.000000 Penalty: 6016.724121
	Iteration 113Q: 3 clusters Score -2.459333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 183432 members 
Entering Unmasked Estep 
Score: -24593336.000000 Penalty: 6016.724121
	Iteration 114Q: 3 clusters Score -2.459334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 183433 members 
Entering Unmasked Estep 
Score: -24593312.000000 Penalty: 6016.724121
	Iteration 115Q: 3 clusters Score -2.459331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 183432 members 
Entering Unmasked Estep 
Score: -24593322.000000 Penalty: 6016.724121
	Iteration 116Q: 3 clusters Score -2.459332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 183430 members 
Entering Unmasked Estep 
Score: -24593340.000000 Penalty: 6016.724121
	Iteration 117Q: 3 clusters Score -2.459334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 183428 members 
Entering Unmasked Estep 
Score: -24593346.000000 Penalty: 6016.724121
	Iteration 118Q: 3 clusters Score -2.459335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 183428 members 
Entering Unmasked Estep 
Score: -24593318.000000 Penalty: 6016.724121
	Iteration 119Q: 3 clusters Score -2.459332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 183427 members 
Entering Unmasked Estep 
Score: -24593320.000000 Penalty: 6016.724121
	Iteration 120F: 3 clusters Score -2.459332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 183425 members 
Entering Unmasked Estep 
Score: -24593326.000000 Penalty: 6016.724121
	Iteration 121Q: 3 clusters Score -2.459333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 183423 members 
Entering Unmasked Estep 
Score: -24593322.000000 Penalty: 6016.724121
	Iteration 122Q: 3 clusters Score -2.459332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -24593332.000000 Penalty: 6016.724121
	Iteration 123Q: 3 clusters Score -2.459333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -24593348.000000 Penalty: 6016.724121
	Iteration 124Q: 3 clusters Score -2.459335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -24593338.000000 Penalty: 6016.724121
	Iteration 125Q: 3 clusters Score -2.459334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 183420 members 
Entering Unmasked Estep 
Score: -24593336.000000 Penalty: 6016.724121
	Iteration 126Q: 3 clusters Score -2.459334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 183417 members 
Entering Unmasked Estep 
Score: -24593342.000000 Penalty: 6016.724121
	Iteration 127Q: 3 clusters Score -2.459334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 183417 members 
Entering Unmasked Estep 
Score: -24593338.000000 Penalty: 6016.724121
	Iteration 128Q: 3 clusters Score -2.459334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 183415 members 
Entering Unmasked Estep 
Score: -24593332.000000 Penalty: 6016.724121
	Iteration 129Q: 3 clusters Score -2.459333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -24593348.000000 Penalty: 6016.724121
	Iteration 130Q: 3 clusters Score -2.459335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 183412 members 
Entering Unmasked Estep 
Score: -24593362.000000 Penalty: 6016.724121
	Iteration 131Q: 3 clusters Score -2.459336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -24593360.000000 Penalty: 6016.724121
	Iteration 132Q: 3 clusters Score -2.459336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 183408 members 
Entering Unmasked Estep 
Score: -24593376.000000 Penalty: 6016.724121
	Iteration 133Q: 3 clusters Score -2.459338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 183399 members 
Entering Unmasked Estep 
Score: -24593384.000000 Penalty: 6016.724121
	Iteration 134Q: 3 clusters Score -2.459338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 183394 members 
Entering Unmasked Estep 
Score: -24593390.000000 Penalty: 6016.724121
	Iteration 135Q: 3 clusters Score -2.459339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 183389 members 
Entering Unmasked Estep 
Score: -24593394.000000 Penalty: 6016.724121
	Iteration 136Q: 3 clusters Score -2.459339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 183388 members 
Entering Unmasked Estep 
Score: -24593374.000000 Penalty: 6016.724121
	Iteration 137Q: 3 clusters Score -2.459337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 183387 members 
Entering Unmasked Estep 
Score: -24593380.000000 Penalty: 6016.724121
	Iteration 138Q: 3 clusters Score -2.459338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 183387 members 
Entering Unmasked Estep 
Score: -24593378.000000 Penalty: 6016.724121
	Iteration 139Q: 3 clusters Score -2.459338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 183388 members 
Entering Unmasked Estep 
Score: -24593374.000000 Penalty: 6016.724121
	Iteration 140F: 3 clusters Score -2.459337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 183387 members 
Entering Unmasked Estep 
Score: -24593388.000000 Penalty: 6016.724121
	Iteration 141Q: 3 clusters Score -2.459339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 183387 members 
Entering Unmasked Estep 
Score: -24593388.000000 Penalty: 6016.724121
	Iteration 142F: 3 clusters Score -2.459339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -668803.625000 Penalty: 2127.041992
	Iteration 0F: 2 clusters Score -668803.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -664144.187500 Penalty: 4254.083984
	Iteration 0F: 3 clusters Score -664144.2 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -665460.875000 Penalty: 4254.083984
	Iteration 1F: 3 clusters Score -665460.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -665893.875000 Penalty: 4254.083984
	Iteration 2F: 3 clusters Score -665893.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -666382.250000 Penalty: 4254.083984
	Iteration 3F: 3 clusters Score -666382.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -666880.687500 Penalty: 4254.083984
	Iteration 4F: 3 clusters Score -666880.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -667278.437500 Penalty: 4254.083984
	Iteration 5F: 3 clusters Score -667278.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -667602.125000 Penalty: 4254.083984
	Iteration 6F: 3 clusters Score -667602.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -667785.937500 Penalty: 4254.083984
	Iteration 7Q: 3 clusters Score -667785.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -667907.375000 Penalty: 4254.083984
	Iteration 8Q: 3 clusters Score -667907.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -668039.187500 Penalty: 4254.083984
	Iteration 9Q: 3 clusters Score -668039.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -668167.437500 Penalty: 4254.083984
	Iteration 10Q: 3 clusters Score -668167.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -668273.312500 Penalty: 4254.083984
	Iteration 11Q: 3 clusters Score -668273.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -668388.687500 Penalty: 4254.083984
	Iteration 12Q: 3 clusters Score -668388.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -668542.500000 Penalty: 4254.083984
	Iteration 13Q: 3 clusters Score -668542.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -668762.562500 Penalty: 4254.083984
	Iteration 14Q: 3 clusters Score -668762.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -668947.812500 Penalty: 4254.083984
	Iteration 15Q: 3 clusters Score -668947.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -669038.625000 Penalty: 4254.083984
	Iteration 16Q: 3 clusters Score -669038.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -669071.000000 Penalty: 4254.083984
	Iteration 17Q: 3 clusters Score -669071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -669088.062500 Penalty: 4254.083984
	Iteration 18Q: 3 clusters Score -669088.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -669100.687500 Penalty: 4254.083984
	Iteration 19Q: 3 clusters Score -669100.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -669107.437500 Penalty: 4254.083984
	Iteration 20F: 3 clusters Score -669107.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -669116.250000 Penalty: 4254.083984
	Iteration 21Q: 3 clusters Score -669116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -669120.875000 Penalty: 4254.083984
	Iteration 22Q: 3 clusters Score -669120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -669123.812500 Penalty: 4254.083984
	Iteration 23Q: 3 clusters Score -669123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -669125.625000 Penalty: 4254.083984
	Iteration 24Q: 3 clusters Score -669125.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -669126.562500 Penalty: 4254.083984
	Iteration 25Q: 3 clusters Score -669126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -669129.187500 Penalty: 4254.083984
	Iteration 26Q: 3 clusters Score -669129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -669130.125000 Penalty: 4254.083984
	Iteration 27Q: 3 clusters Score -669130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -669129.812500 Penalty: 4254.083984
	Iteration 28Q: 3 clusters Score -669129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -669129.812500 Penalty: 4254.083984
	Iteration 29F: 3 clusters Score -669129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43447 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208877 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52121 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185441 members 
Mstep: Class 21 contains 2507 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2800 members 
Entering Unmasked Estep 
Score: -133246896.000000 Penalty: 96125.335938
Splitting cluster 21 changes total score from -133247880.000000 to -133246896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -626347.187500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -626347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -621846.187500 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -621846.2 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -622915.687500 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -622915.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -623258.500000 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -623258.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -623602.062500 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -623602.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -623919.375000 Penalty: 4217.232910
	Iteration 4F: 3 clusters Score -623919.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -624202.187500 Penalty: 4217.232910
	Iteration 5F: 3 clusters Score -624202.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -624443.250000 Penalty: 4217.232910
	Iteration 6F: 3 clusters Score -624443.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -624657.500000 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -624657.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -624834.187500 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -624834.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -624962.000000 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -624962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -625046.125000 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -625046.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -625092.187500 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -625092.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -625115.187500 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -625115.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -625128.937500 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -625128.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -625141.375000 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -625141.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -625149.312500 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -625149.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -625157.500000 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -625157.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -625166.312500 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -625166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -625174.312500 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -625174.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -625181.812500 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -625181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -625183.687500 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -625183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -625184.812500 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -625184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -625186.625000 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -625186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -625186.625000 Penalty: 4217.232910
	Iteration 23F: 3 clusters Score -625186.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -89492.406250 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -89492.41 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 443 members 
Entering Unmasked Estep 
Score: -87795.070312 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -87795.07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88204.328125 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -88204.33 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88354.101562 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -88354.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88494.656250 Penalty: 3360.581787
	Iteration 3Q: 3 clusters Score -88494.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88592.546875 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -88592.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88637.359375 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -88637.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88662.570312 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -88662.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88683.070312 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -88683.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88690.703125 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -88690.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88695.804688 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -88695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88704.898438 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -88704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88712.742188 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -88712.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88723.437500 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -88723.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -88736.492188 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -88736.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -88751.117188 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -88751.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88759.703125 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -88759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88764.156250 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -88764.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -88774.031250 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -88774.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -88817.164062 Penalty: 3360.581787
	Iteration 18Q: 3 clusters Score -88817.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88853.406250 Penalty: 3360.581787
	Iteration 19Q: 3 clusters Score -88853.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -88925.843750 Penalty: 3360.581787
	Iteration 20F: 3 clusters Score -88925.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -89058.359375 Penalty: 3360.581787
	Iteration 21Q: 3 clusters Score -89058.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -89142.234375 Penalty: 3360.581787
	Iteration 22Q: 3 clusters Score -89142.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -89198.421875 Penalty: 3360.581787
	Iteration 23Q: 3 clusters Score -89198.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -89227.312500 Penalty: 3360.581787
	Iteration 24Q: 3 clusters Score -89227.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -89241.203125 Penalty: 3360.581787
	Iteration 25Q: 3 clusters Score -89241.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -89266.054688 Penalty: 3360.581787
	Iteration 26Q: 3 clusters Score -89266.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -89275.109375 Penalty: 3360.581787
	Iteration 27Q: 3 clusters Score -89275.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -89276.460938 Penalty: 3360.581787
	Iteration 28Q: 3 clusters Score -89276.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -89276.460938 Penalty: 3360.581787
	Iteration 29F: 3 clusters Score -89276.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Entering Unmasked Estep 
Score: -10751999.000000 Penalty: 2801.025635
	Iteration 0F: 2 clusters Score -1.0752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -10698197.000000 Penalty: 5602.051270
	Iteration 0F: 3 clusters Score -1.06982e+07 nChanged 37767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -10719733.000000 Penalty: 5602.051270
	Iteration 1F: 3 clusters Score -1.071973e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -10720648.000000 Penalty: 5602.051270
	Iteration 2Q: 3 clusters Score -1.072065e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -10721775.000000 Penalty: 5602.051270
	Iteration 3Q: 3 clusters Score -1.072178e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -10723314.000000 Penalty: 5602.051270
	Iteration 4Q: 3 clusters Score -1.072331e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -10725652.000000 Penalty: 5602.051270
	Iteration 5F: 3 clusters Score -1.072565e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -10728963.000000 Penalty: 5602.051270
	Iteration 6F: 3 clusters Score -1.072896e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -10733482.000000 Penalty: 5602.051270
	Iteration 7F: 3 clusters Score -1.073348e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -10738897.000000 Penalty: 5602.051270
	Iteration 8F: 3 clusters Score -1.07389e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -10743252.000000 Penalty: 5602.051270
	Iteration 9F: 3 clusters Score -1.074325e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -10745349.000000 Penalty: 5602.051270
	Iteration 10Q: 3 clusters Score -1.074535e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -10746251.000000 Penalty: 5602.051270
	Iteration 11Q: 3 clusters Score -1.074625e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -10746577.000000 Penalty: 5602.051270
	Iteration 12Q: 3 clusters Score -1.074658e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -10746708.000000 Penalty: 5602.051270
	Iteration 13Q: 3 clusters Score -1.074671e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -10746791.000000 Penalty: 5602.051270
	Iteration 14Q: 3 clusters Score -1.074679e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -10746848.000000 Penalty: 5602.051270
	Iteration 15Q: 3 clusters Score -1.074685e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -10746858.000000 Penalty: 5602.051270
	Iteration 16Q: 3 clusters Score -1.074686e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -10746902.000000 Penalty: 5602.051270
	Iteration 17Q: 3 clusters Score -1.07469e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -10746950.000000 Penalty: 5602.051270
	Iteration 18Q: 3 clusters Score -1.074695e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -10746967.000000 Penalty: 5602.051270
	Iteration 19Q: 3 clusters Score -1.074697e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -10746983.000000 Penalty: 5602.051270
	Iteration 20F: 3 clusters Score -1.074698e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -10747000.000000 Penalty: 5602.051270
	Iteration 21Q: 3 clusters Score -1.0747e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -10747022.000000 Penalty: 5602.051270
	Iteration 22Q: 3 clusters Score -1.074702e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -10746996.000000 Penalty: 5602.051270
	Iteration 23Q: 3 clusters Score -1.0747e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -10746992.000000 Penalty: 5602.051270
	Iteration 24Q: 3 clusters Score -1.074699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -10747004.000000 Penalty: 5602.051270
	Iteration 25Q: 3 clusters Score -1.0747e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -10747012.000000 Penalty: 5602.051270
	Iteration 26Q: 3 clusters Score -1.074701e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -10747007.000000 Penalty: 5602.051270
	Iteration 27Q: 3 clusters Score -1.074701e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -10747016.000000 Penalty: 5602.051270
	Iteration 28Q: 3 clusters Score -1.074702e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -10747023.000000 Penalty: 5602.051270
	Iteration 29Q: 3 clusters Score -1.074702e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -10747023.000000 Penalty: 5602.051270
	Iteration 30Q: 3 clusters Score -1.074702e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -10747000.000000 Penalty: 5602.051270
	Iteration 31Q: 3 clusters Score -1.0747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -10747028.000000 Penalty: 5602.051270
	Iteration 32Q: 3 clusters Score -1.074703e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -10747014.000000 Penalty: 5602.051270
	Iteration 33Q: 3 clusters Score -1.074701e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -10746999.000000 Penalty: 5602.051270
	Iteration 34Q: 3 clusters Score -1.0747e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -10747025.000000 Penalty: 5602.051270
	Iteration 35Q: 3 clusters Score -1.074702e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -10747027.000000 Penalty: 5602.051270
	Iteration 36Q: 3 clusters Score -1.074703e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -10747003.000000 Penalty: 5602.051270
	Iteration 37Q: 3 clusters Score -1.0747e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -10747000.000000 Penalty: 5602.051270
	Iteration 38Q: 3 clusters Score -1.0747e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -10746984.000000 Penalty: 5602.051270
	Iteration 39Q: 3 clusters Score -1.074698e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -10747011.000000 Penalty: 5602.051270
	Iteration 40F: 3 clusters Score -1.074701e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -10747017.000000 Penalty: 5602.051270
	Iteration 41Q: 3 clusters Score -1.074702e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -10747020.000000 Penalty: 5602.051270
	Iteration 42Q: 3 clusters Score -1.074702e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -10747031.000000 Penalty: 5602.051270
	Iteration 43Q: 3 clusters Score -1.074703e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -10747066.000000 Penalty: 5602.051270
	Iteration 44Q: 3 clusters Score -1.074707e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -10747056.000000 Penalty: 5602.051270
	Iteration 45Q: 3 clusters Score -1.074706e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -10747054.000000 Penalty: 5602.051270
	Iteration 46Q: 3 clusters Score -1.074705e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -10747060.000000 Penalty: 5602.051270
	Iteration 47Q: 3 clusters Score -1.074706e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -10747088.000000 Penalty: 5602.051270
	Iteration 48Q: 3 clusters Score -1.074709e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -10747115.000000 Penalty: 5602.051270
	Iteration 49Q: 3 clusters Score -1.074712e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -10747150.000000 Penalty: 5602.051270
	Iteration 50Q: 3 clusters Score -1.074715e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -10747200.000000 Penalty: 5602.051270
	Iteration 51Q: 3 clusters Score -1.07472e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -10747195.000000 Penalty: 5602.051270
	Iteration 52Q: 3 clusters Score -1.07472e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -10747190.000000 Penalty: 5602.051270
	Iteration 53Q: 3 clusters Score -1.074719e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -10747220.000000 Penalty: 5602.051270
	Iteration 54Q: 3 clusters Score -1.074722e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -10747249.000000 Penalty: 5602.051270
	Iteration 55Q: 3 clusters Score -1.074725e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -10747299.000000 Penalty: 5602.051270
	Iteration 56Q: 3 clusters Score -1.07473e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -10747352.000000 Penalty: 5602.051270
	Iteration 57Q: 3 clusters Score -1.074735e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -10747405.000000 Penalty: 5602.051270
	Iteration 58Q: 3 clusters Score -1.07474e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -10747474.000000 Penalty: 5602.051270
	Iteration 59Q: 3 clusters Score -1.074747e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -10747449.000000 Penalty: 5602.051270
	Iteration 60F: 3 clusters Score -1.074745e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -10747508.000000 Penalty: 5602.051270
	Iteration 61Q: 3 clusters Score -1.074751e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -10747553.000000 Penalty: 5602.051270
	Iteration 62Q: 3 clusters Score -1.074755e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -10747605.000000 Penalty: 5602.051270
	Iteration 63Q: 3 clusters Score -1.07476e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -10747651.000000 Penalty: 5602.051270
	Iteration 64Q: 3 clusters Score -1.074765e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -10747698.000000 Penalty: 5602.051270
	Iteration 65Q: 3 clusters Score -1.07477e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -10747744.000000 Penalty: 5602.051270
	Iteration 66Q: 3 clusters Score -1.074774e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -10747761.000000 Penalty: 5602.051270
	Iteration 67Q: 3 clusters Score -1.074776e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -10747845.000000 Penalty: 5602.051270
	Iteration 68Q: 3 clusters Score -1.074784e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -10747928.000000 Penalty: 5602.051270
	Iteration 69Q: 3 clusters Score -1.074793e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -10747958.000000 Penalty: 5602.051270
	Iteration 70Q: 3 clusters Score -1.074796e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -10748081.000000 Penalty: 5602.051270
	Iteration 71Q: 3 clusters Score -1.074808e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -10748183.000000 Penalty: 5602.051270
	Iteration 72Q: 3 clusters Score -1.074818e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -10748270.000000 Penalty: 5602.051270
	Iteration 73Q: 3 clusters Score -1.074827e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -10748337.000000 Penalty: 5602.051270
	Iteration 74Q: 3 clusters Score -1.074834e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -10748408.000000 Penalty: 5602.051270
	Iteration 75Q: 3 clusters Score -1.074841e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -10748498.000000 Penalty: 5602.051270
	Iteration 76Q: 3 clusters Score -1.07485e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -10748630.000000 Penalty: 5602.051270
	Iteration 77Q: 3 clusters Score -1.074863e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -10748744.000000 Penalty: 5602.051270
	Iteration 78Q: 3 clusters Score -1.074874e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -10748780.000000 Penalty: 5602.051270
	Iteration 79Q: 3 clusters Score -1.074878e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -10748856.000000 Penalty: 5602.051270
	Iteration 80F: 3 clusters Score -1.074886e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -10748925.000000 Penalty: 5602.051270
	Iteration 81Q: 3 clusters Score -1.074892e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -10748983.000000 Penalty: 5602.051270
	Iteration 82Q: 3 clusters Score -1.074898e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -10749022.000000 Penalty: 5602.051270
	Iteration 83Q: 3 clusters Score -1.074902e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -10749102.000000 Penalty: 5602.051270
	Iteration 84Q: 3 clusters Score -1.07491e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -10749166.000000 Penalty: 5602.051270
	Iteration 85Q: 3 clusters Score -1.074917e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -10749215.000000 Penalty: 5602.051270
	Iteration 86Q: 3 clusters Score -1.074922e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -10749247.000000 Penalty: 5602.051270
	Iteration 87Q: 3 clusters Score -1.074925e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -10749285.000000 Penalty: 5602.051270
	Iteration 88Q: 3 clusters Score -1.074928e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -10749320.000000 Penalty: 5602.051270
	Iteration 89Q: 3 clusters Score -1.074932e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -10749323.000000 Penalty: 5602.051270
	Iteration 90Q: 3 clusters Score -1.074932e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -10749352.000000 Penalty: 5602.051270
	Iteration 91Q: 3 clusters Score -1.074935e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -10749406.000000 Penalty: 5602.051270
	Iteration 92Q: 3 clusters Score -1.074941e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -10749420.000000 Penalty: 5602.051270
	Iteration 93Q: 3 clusters Score -1.074942e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10749456.000000 Penalty: 5602.051270
	Iteration 94Q: 3 clusters Score -1.074946e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10749468.000000 Penalty: 5602.051270
	Iteration 95Q: 3 clusters Score -1.074947e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -10749478.000000 Penalty: 5602.051270
	Iteration 96Q: 3 clusters Score -1.074948e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -10749494.000000 Penalty: 5602.051270
	Iteration 97Q: 3 clusters Score -1.074949e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -10749494.000000 Penalty: 5602.051270
	Iteration 98Q: 3 clusters Score -1.074949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -10749500.000000 Penalty: 5602.051270
	Iteration 99Q: 3 clusters Score -1.07495e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -10749509.000000 Penalty: 5602.051270
	Iteration 100F: 3 clusters Score -1.074951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -10749527.000000 Penalty: 5602.051270
	Iteration 101Q: 3 clusters Score -1.074953e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -10749510.000000 Penalty: 5602.051270
	Iteration 102Q: 3 clusters Score -1.074951e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10749532.000000 Penalty: 5602.051270
	Iteration 103Q: 3 clusters Score -1.074953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -10749550.000000 Penalty: 5602.051270
	Iteration 104Q: 3 clusters Score -1.074955e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -10749544.000000 Penalty: 5602.051270
	Iteration 105Q: 3 clusters Score -1.074954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -10749553.000000 Penalty: 5602.051270
	Iteration 106Q: 3 clusters Score -1.074955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10749549.000000 Penalty: 5602.051270
	Iteration 107Q: 3 clusters Score -1.074955e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10749552.000000 Penalty: 5602.051270
	Iteration 108Q: 3 clusters Score -1.074955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -10749578.000000 Penalty: 5602.051270
	Iteration 109Q: 3 clusters Score -1.074958e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -10749593.000000 Penalty: 5602.051270
	Iteration 110Q: 3 clusters Score -1.074959e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -10749583.000000 Penalty: 5602.051270
	Iteration 111Q: 3 clusters Score -1.074958e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10749602.000000 Penalty: 5602.051270
	Iteration 112Q: 3 clusters Score -1.07496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -10749615.000000 Penalty: 5602.051270
	Iteration 113Q: 3 clusters Score -1.074962e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -10749627.000000 Penalty: 5602.051270
	Iteration 114Q: 3 clusters Score -1.074963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10749625.000000 Penalty: 5602.051270
	Iteration 115Q: 3 clusters Score -1.074962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78152 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -10749630.000000 Penalty: 5602.051270
	Iteration 116Q: 3 clusters Score -1.074963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -10749640.000000 Penalty: 5602.051270
	Iteration 117Q: 3 clusters Score -1.074964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -10749636.000000 Penalty: 5602.051270
	Iteration 118Q: 3 clusters Score -1.074964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -10749643.000000 Penalty: 5602.051270
	Iteration 119Q: 3 clusters Score -1.074964e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -10749641.000000 Penalty: 5602.051270
	Iteration 120F: 3 clusters Score -1.074964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10749654.000000 Penalty: 5602.051270
	Iteration 121Q: 3 clusters Score -1.074965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10749652.000000 Penalty: 5602.051270
	Iteration 122Q: 3 clusters Score -1.074965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10749643.000000 Penalty: 5602.051270
	Iteration 123Q: 3 clusters Score -1.074964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10749647.000000 Penalty: 5602.051270
	Iteration 124Q: 3 clusters Score -1.074965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10749658.000000 Penalty: 5602.051270
	Iteration 125Q: 3 clusters Score -1.074966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10749645.000000 Penalty: 5602.051270
	Iteration 126Q: 3 clusters Score -1.074964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10749640.000000 Penalty: 5602.051270
	Iteration 127Q: 3 clusters Score -1.074964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10749653.000000 Penalty: 5602.051270
	Iteration 128Q: 3 clusters Score -1.074965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10749653.000000 Penalty: 5602.051270
	Iteration 129Q: 3 clusters Score -1.074965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10749653.000000 Penalty: 5602.051270
	Iteration 130Q: 3 clusters Score -1.074965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -10749671.000000 Penalty: 5602.051270
	Iteration 131Q: 3 clusters Score -1.074967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -10749671.000000 Penalty: 5602.051270
	Iteration 132Q: 3 clusters Score -1.074967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10749682.000000 Penalty: 5602.051270
	Iteration 133Q: 3 clusters Score -1.074968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10749684.000000 Penalty: 5602.051270
	Iteration 134Q: 3 clusters Score -1.074968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10749694.000000 Penalty: 5602.051270
	Iteration 135Q: 3 clusters Score -1.074969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78410 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10749691.000000 Penalty: 5602.051270
	Iteration 136Q: 3 clusters Score -1.074969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10749686.000000 Penalty: 5602.051270
	Iteration 137Q: 3 clusters Score -1.074969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -10749686.000000 Penalty: 5602.051270
	Iteration 138Q: 3 clusters Score -1.074969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10749693.000000 Penalty: 5602.051270
	Iteration 139Q: 3 clusters Score -1.074969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10749690.000000 Penalty: 5602.051270
	Iteration 140F: 3 clusters Score -1.074969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10749694.000000 Penalty: 5602.051270
	Iteration 141Q: 3 clusters Score -1.074969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10749690.000000 Penalty: 5602.051270
	Iteration 142Q: 3 clusters Score -1.074969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10749688.000000 Penalty: 5602.051270
	Iteration 143Q: 3 clusters Score -1.074969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -10749692.000000 Penalty: 5602.051270
	Iteration 144Q: 3 clusters Score -1.074969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10749694.000000 Penalty: 5602.051270
	Iteration 145Q: 3 clusters Score -1.074969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10749694.000000 Penalty: 5602.051270
	Iteration 146F: 3 clusters Score -1.074969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -57580.425781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -57580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56075.851562 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -56075.85 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56274.917969 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -56274.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56400.875000 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -56400.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56529.585938 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -56529.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56721.398438 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -56721.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56886.933594 Penalty: 3095.176758
	Iteration 5F: 3 clusters Score -56886.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56996.539062 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -56996.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57172.425781 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -57172.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57290.734375 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -57290.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -57378.335938 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -57378.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -57440.503906 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -57440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57472.355469 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -57472.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57475.796875 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -57475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57482.449219 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -57482.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57485.078125 Penalty: 3095.176758
	Iteration 14F: 3 clusters Score -57485.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -57490.355469 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -57490.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -57490.355469 Penalty: 3095.176758
	Iteration 16F: 3 clusters Score -57490.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -70781.070312 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -70781.07 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 306 members 
Entering Unmasked Estep 
Score: -69192.421875 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -69192.42 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69758.796875 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -69758.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70176.414062 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -70176.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70463.023438 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -70463.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70614.039062 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -70614.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70673.062500 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -70673.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70691.187500 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -70691.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70693.335938 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -70693.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70693.335938 Penalty: 3213.340576
	Iteration 8F: 3 clusters Score -70693.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -69536.039062 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -69536.04 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 332 members 
Entering Unmasked Estep 
Score: -67911.171875 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -67911.17 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68159.382812 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -68159.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68277.796875 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -68277.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68355.453125 Penalty: 3202.557617
	Iteration 3Q: 3 clusters Score -68355.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68421.921875 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -68421.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68518.789062 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -68518.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68595.070312 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -68595.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68648.890625 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -68648.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68701.632812 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -68701.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68772.343750 Penalty: 3202.557617
	Iteration 9Q: 3 clusters Score -68772.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68871.820312 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -68871.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68944.304688 Penalty: 3202.557617
	Iteration 11Q: 3 clusters Score -68944.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69057.085938 Penalty: 3202.557617
	Iteration 12Q: 3 clusters Score -69057.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69234.109375 Penalty: 3202.557617
	Iteration 13Q: 3 clusters Score -69234.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69304.867188 Penalty: 3202.557617
	Iteration 14Q: 3 clusters Score -69304.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69318.046875 Penalty: 3202.557617
	Iteration 15Q: 3 clusters Score -69318.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69320.484375 Penalty: 3202.557617
	Iteration 16Q: 3 clusters Score -69320.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69323.476562 Penalty: 3202.557617
	Iteration 17Q: 3 clusters Score -69323.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69353.109375 Penalty: 3202.557617
	Iteration 18Q: 3 clusters Score -69353.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69418.015625 Penalty: 3202.557617
	Iteration 19Q: 3 clusters Score -69418.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69495.023438 Penalty: 3202.557617
	Iteration 20F: 3 clusters Score -69495.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69535.359375 Penalty: 3202.557617
	Iteration 21Q: 3 clusters Score -69535.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69538.492188 Penalty: 3202.557617
	Iteration 22Q: 3 clusters Score -69538.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69538.492188 Penalty: 3202.557617
	Iteration 23F: 3 clusters Score -69538.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43447 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208877 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52121 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185441 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 315 members 
Entering Unmasked Estep 
Score: -133246120.000000 Penalty: 96125.335938
Splitting cluster 27 changes total score from -133247880.000000 to -133246120.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43447 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208877 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52121 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34362 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185441 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247888.000000 Penalty: 92692.289062
Iteration 239Q: 28 clusters Score -1.332479e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43445 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208879 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52120 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185443 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80375 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247872.000000 Penalty: 92692.289062
Iteration 240F: 28 clusters Score -1.332479e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190526 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 73128 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43442 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208882 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185443 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80374 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247896.000000 Penalty: 92692.289062
Iteration 241Q: 28 clusters Score -1.332479e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190528 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 73129 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43442 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208883 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52116 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34360 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185443 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80374 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247912.000000 Penalty: 92692.289062
Iteration 242Q: 28 clusters Score -1.332479e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190529 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26515 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43442 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208882 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52114 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185446 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80373 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247936.000000 Penalty: 92692.289062
Iteration 243Q: 28 clusters Score -1.332479e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190529 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43441 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208882 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52114 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185448 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80371 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247888.000000 Penalty: 92692.289062
Iteration 244Q: 28 clusters Score -1.332479e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190529 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43439 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208881 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52114 members 
Mstep: Class 15 contains 36241 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185452 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80369 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247856.000000 Penalty: 92692.289062
Iteration 245Q: 28 clusters Score -1.332479e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190529 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73130 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43440 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208880 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52115 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185453 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80366 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247864.000000 Penalty: 92692.289062
Iteration 246Q: 28 clusters Score -1.332479e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190530 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43439 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208881 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52114 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34359 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185456 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80361 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247896.000000 Penalty: 92692.289062
Iteration 247Q: 28 clusters Score -1.332479e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190530 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43439 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208883 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52114 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185456 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80359 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247848.000000 Penalty: 92692.289062
Iteration 248Q: 28 clusters Score -1.332478e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190530 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43439 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208885 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52114 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185455 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80358 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247856.000000 Penalty: 92692.289062
Iteration 249Q: 28 clusters Score -1.332479e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190530 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43439 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208884 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52115 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185457 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80356 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247960.000000 Penalty: 92692.289062
Iteration 250Q: 28 clusters Score -1.33248e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190530 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26518 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43438 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208885 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52117 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 185454 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80355 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247944.000000 Penalty: 92692.289062
Iteration 251Q: 28 clusters Score -1.332479e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190530 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26520 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208890 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185449 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80354 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247904.000000 Penalty: 92692.289062
Iteration 252Q: 28 clusters Score -1.332479e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190530 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26520 members 
Mstep: Class 8 contains 73131 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208891 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185447 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80355 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247896.000000 Penalty: 92692.289062
Iteration 253Q: 28 clusters Score -1.332479e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190530 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26520 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43435 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208891 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52117 members 
Mstep: Class 15 contains 36238 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25179 members 
Mstep: Class 20 contains 185449 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80353 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247888.000000 Penalty: 92692.289062
Iteration 254Q: 28 clusters Score -1.332479e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190530 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26521 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43435 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208891 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36238 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185450 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80350 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247880.000000 Penalty: 92692.289062
Iteration 255Q: 28 clusters Score -1.332479e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190531 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26521 members 
Mstep: Class 8 contains 73132 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43435 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208897 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185443 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247888.000000 Penalty: 92692.289062
Iteration 256Q: 28 clusters Score -1.332479e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26521 members 
Mstep: Class 8 contains 73133 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43435 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208896 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52119 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185443 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80348 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247864.000000 Penalty: 92692.289062
Iteration 257Q: 28 clusters Score -1.332479e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73133 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208898 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52122 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185435 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247896.000000 Penalty: 92692.289062
Iteration 258Q: 28 clusters Score -1.332479e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73134 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208896 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52122 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185435 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247928.000000 Penalty: 92692.289062
Iteration 259Q: 28 clusters Score -1.332479e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208895 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52122 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185436 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80348 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247936.000000 Penalty: 92692.289062
Iteration 260F: 28 clusters Score -1.332479e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208895 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52123 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185434 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247928.000000 Penalty: 92692.289062
Iteration 261Q: 28 clusters Score -1.332479e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208894 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52123 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185434 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80350 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247912.000000 Penalty: 92692.289062
Iteration 262Q: 28 clusters Score -1.332479e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208893 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52123 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185436 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247912.000000 Penalty: 92692.289062
Iteration 263Q: 28 clusters Score -1.332479e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208892 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52123 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185437 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247888.000000 Penalty: 92692.289062
Iteration 264Q: 28 clusters Score -1.332479e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208892 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52123 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185437 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133247888.000000 Penalty: 92692.289062
Iteration 265F: 28 clusters Score -1.332479e+08 nChanged 0
Entering ConstructFrom: 
Score: -133247888.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -324234.250000 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -324234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -321186.812500 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -321186.8 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -321772.656250 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -321772.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -321918.812500 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -321918.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -322006.500000 Penalty: 3907.752930
	Iteration 3Q: 3 clusters Score -322006.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -322074.625000 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -322074.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -322114.312500 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -322114.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -322150.156250 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -322150.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -322181.062500 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -322181.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -322209.781250 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -322209.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322233.031250 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -322233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -322244.062500 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -322244.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -322254.562500 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -322254.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -322260.562500 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -322260.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -322263.281250 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -322263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322263.406250 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -322263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -322264.250000 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -322264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -322264.250000 Penalty: 3907.752930
	Iteration 16F: 3 clusters Score -322264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -267458.031250 Penalty: 1897.123779
	Iteration 0F: 2 clusters Score -267458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -264771.468750 Penalty: 3794.247559
	Iteration 0F: 3 clusters Score -264771.5 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -265251.125000 Penalty: 3794.247559
	Iteration 1F: 3 clusters Score -265251.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -265405.906250 Penalty: 3794.247559
	Iteration 2F: 3 clusters Score -265405.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -265523.781250 Penalty: 3794.247559
	Iteration 3Q: 3 clusters Score -265523.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -265654.625000 Penalty: 3794.247559
	Iteration 4Q: 3 clusters Score -265654.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -265783.656250 Penalty: 3794.247559
	Iteration 5Q: 3 clusters Score -265783.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -265917.375000 Penalty: 3794.247559
	Iteration 6Q: 3 clusters Score -265917.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -266025.656250 Penalty: 3794.247559
	Iteration 7Q: 3 clusters Score -266025.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -266116.156250 Penalty: 3794.247559
	Iteration 8Q: 3 clusters Score -266116.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -266190.593750 Penalty: 3794.247559
	Iteration 9Q: 3 clusters Score -266190.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -266265.906250 Penalty: 3794.247559
	Iteration 10Q: 3 clusters Score -266265.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -266331.937500 Penalty: 3794.247559
	Iteration 11Q: 3 clusters Score -266331.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -266401.968750 Penalty: 3794.247559
	Iteration 12Q: 3 clusters Score -266402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -266463.406250 Penalty: 3794.247559
	Iteration 13Q: 3 clusters Score -266463.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -266504.125000 Penalty: 3794.247559
	Iteration 14Q: 3 clusters Score -266504.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -266527.312500 Penalty: 3794.247559
	Iteration 15Q: 3 clusters Score -266527.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -266539.406250 Penalty: 3794.247559
	Iteration 16Q: 3 clusters Score -266539.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -266556.781250 Penalty: 3794.247559
	Iteration 17Q: 3 clusters Score -266556.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -266576.343750 Penalty: 3794.247559
	Iteration 18Q: 3 clusters Score -266576.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -266612.937500 Penalty: 3794.247559
	Iteration 19Q: 3 clusters Score -266612.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -266655.375000 Penalty: 3794.247559
	Iteration 20F: 3 clusters Score -266655.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -266696.593750 Penalty: 3794.247559
	Iteration 21Q: 3 clusters Score -266696.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -266731.156250 Penalty: 3794.247559
	Iteration 22Q: 3 clusters Score -266731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -266751.406250 Penalty: 3794.247559
	Iteration 23Q: 3 clusters Score -266751.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -266768.812500 Penalty: 3794.247559
	Iteration 24Q: 3 clusters Score -266768.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -266785.343750 Penalty: 3794.247559
	Iteration 25Q: 3 clusters Score -266785.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -266794.531250 Penalty: 3794.247559
	Iteration 26Q: 3 clusters Score -266794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -266799.875000 Penalty: 3794.247559
	Iteration 27Q: 3 clusters Score -266799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -266800.843750 Penalty: 3794.247559
	Iteration 28Q: 3 clusters Score -266800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -266801.031250 Penalty: 3794.247559
	Iteration 29Q: 3 clusters Score -266801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -266801.031250 Penalty: 3794.247559
	Iteration 30F: 3 clusters Score -266801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (190532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190532 members 
Entering Unmasked Estep 
Score: -25214662.000000 Penalty: 3015.078857
	Iteration 0F: 2 clusters Score -2.521466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -25105512.000000 Penalty: 6030.157715
	Iteration 0F: 3 clusters Score -2.510551e+07 nChanged 91587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -25159218.000000 Penalty: 6030.157715
	Iteration 1F: 3 clusters Score -2.515922e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -25160132.000000 Penalty: 6030.157715
	Iteration 2Q: 3 clusters Score -2.516013e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -25161128.000000 Penalty: 6030.157715
	Iteration 3Q: 3 clusters Score -2.516113e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -25162176.000000 Penalty: 6030.157715
	Iteration 4Q: 3 clusters Score -2.516218e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -25163728.000000 Penalty: 6030.157715
	Iteration 5Q: 3 clusters Score -2.516373e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -25165600.000000 Penalty: 6030.157715
	Iteration 6Q: 3 clusters Score -2.51656e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99747 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -25168050.000000 Penalty: 6030.157715
	Iteration 7Q: 3 clusters Score -2.516805e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -25171156.000000 Penalty: 6030.157715
	Iteration 8Q: 3 clusters Score -2.517116e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 87956 members 
Entering Unmasked Estep 
Score: -25176098.000000 Penalty: 6030.157715
	Iteration 9Q: 3 clusters Score -2.51761e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -25183452.000000 Penalty: 6030.157715
	Iteration 10F: 3 clusters Score -2.518345e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 85607 members 
Entering Unmasked Estep 
Score: -25192222.000000 Penalty: 6030.157715
	Iteration 11F: 3 clusters Score -2.519222e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -25199142.000000 Penalty: 6030.157715
	Iteration 12F: 3 clusters Score -2.519914e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -25202280.000000 Penalty: 6030.157715
	Iteration 13Q: 3 clusters Score -2.520228e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 85602 members 
Entering Unmasked Estep 
Score: -25203618.000000 Penalty: 6030.157715
	Iteration 14Q: 3 clusters Score -2.520362e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -25204266.000000 Penalty: 6030.157715
	Iteration 15Q: 3 clusters Score -2.520427e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -25205034.000000 Penalty: 6030.157715
	Iteration 16Q: 3 clusters Score -2.520503e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103864 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -25205786.000000 Penalty: 6030.157715
	Iteration 17Q: 3 clusters Score -2.520579e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -25206494.000000 Penalty: 6030.157715
	Iteration 18Q: 3 clusters Score -2.520649e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -25207150.000000 Penalty: 6030.157715
	Iteration 19Q: 3 clusters Score -2.520715e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -25207770.000000 Penalty: 6030.157715
	Iteration 20F: 3 clusters Score -2.520777e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -25208314.000000 Penalty: 6030.157715
	Iteration 21Q: 3 clusters Score -2.520831e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -25209044.000000 Penalty: 6030.157715
	Iteration 22Q: 3 clusters Score -2.520904e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100050 members 
Mstep: Class 2 contains 90482 members 
Entering Unmasked Estep 
Score: -25209398.000000 Penalty: 6030.157715
	Iteration 23Q: 3 clusters Score -2.52094e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -25209720.000000 Penalty: 6030.157715
	Iteration 24Q: 3 clusters Score -2.520972e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -25210108.000000 Penalty: 6030.157715
	Iteration 25Q: 3 clusters Score -2.521011e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -25210504.000000 Penalty: 6030.157715
	Iteration 26Q: 3 clusters Score -2.52105e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -25210790.000000 Penalty: 6030.157715
	Iteration 27Q: 3 clusters Score -2.521079e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -25210942.000000 Penalty: 6030.157715
	Iteration 28Q: 3 clusters Score -2.521094e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -25211224.000000 Penalty: 6030.157715
	Iteration 29Q: 3 clusters Score -2.521122e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -25211338.000000 Penalty: 6030.157715
	Iteration 30Q: 3 clusters Score -2.521134e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 97445 members 
Entering Unmasked Estep 
Score: -25211492.000000 Penalty: 6030.157715
	Iteration 31Q: 3 clusters Score -2.521149e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -25211532.000000 Penalty: 6030.157715
	Iteration 32Q: 3 clusters Score -2.521153e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -25211628.000000 Penalty: 6030.157715
	Iteration 33Q: 3 clusters Score -2.521163e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -25211800.000000 Penalty: 6030.157715
	Iteration 34Q: 3 clusters Score -2.52118e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -25211966.000000 Penalty: 6030.157715
	Iteration 35Q: 3 clusters Score -2.521197e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -25212030.000000 Penalty: 6030.157715
	Iteration 36Q: 3 clusters Score -2.521203e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -25212098.000000 Penalty: 6030.157715
	Iteration 37Q: 3 clusters Score -2.52121e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -25212176.000000 Penalty: 6030.157715
	Iteration 38Q: 3 clusters Score -2.521218e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -25212236.000000 Penalty: 6030.157715
	Iteration 39Q: 3 clusters Score -2.521224e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 104899 members 
Entering Unmasked Estep 
Score: -25212224.000000 Penalty: 6030.157715
	Iteration 40F: 3 clusters Score -2.521222e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -25212252.000000 Penalty: 6030.157715
	Iteration 41Q: 3 clusters Score -2.521225e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -25212128.000000 Penalty: 6030.157715
	Iteration 42Q: 3 clusters Score -2.521213e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -25212174.000000 Penalty: 6030.157715
	Iteration 43Q: 3 clusters Score -2.521217e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 108173 members 
Entering Unmasked Estep 
Score: -25212224.000000 Penalty: 6030.157715
	Iteration 44Q: 3 clusters Score -2.521222e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 108947 members 
Entering Unmasked Estep 
Score: -25212254.000000 Penalty: 6030.157715
	Iteration 45Q: 3 clusters Score -2.521225e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 109691 members 
Entering Unmasked Estep 
Score: -25212208.000000 Penalty: 6030.157715
	Iteration 46Q: 3 clusters Score -2.521221e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -25212230.000000 Penalty: 6030.157715
	Iteration 47Q: 3 clusters Score -2.521223e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 111276 members 
Entering Unmasked Estep 
Score: -25212178.000000 Penalty: 6030.157715
	Iteration 48Q: 3 clusters Score -2.521218e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 112155 members 
Entering Unmasked Estep 
Score: -25212338.000000 Penalty: 6030.157715
	Iteration 49Q: 3 clusters Score -2.521234e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -25212462.000000 Penalty: 6030.157715
	Iteration 50Q: 3 clusters Score -2.521246e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 114060 members 
Entering Unmasked Estep 
Score: -25212510.000000 Penalty: 6030.157715
	Iteration 51Q: 3 clusters Score -2.521251e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -25212528.000000 Penalty: 6030.157715
	Iteration 52Q: 3 clusters Score -2.521253e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 116106 members 
Entering Unmasked Estep 
Score: -25212590.000000 Penalty: 6030.157715
	Iteration 53Q: 3 clusters Score -2.521259e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -25212608.000000 Penalty: 6030.157715
	Iteration 54Q: 3 clusters Score -2.521261e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72366 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -25212680.000000 Penalty: 6030.157715
	Iteration 55Q: 3 clusters Score -2.521268e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 119199 members 
Entering Unmasked Estep 
Score: -25212660.000000 Penalty: 6030.157715
	Iteration 56Q: 3 clusters Score -2.521266e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 120218 members 
Entering Unmasked Estep 
Score: -25212738.000000 Penalty: 6030.157715
	Iteration 57Q: 3 clusters Score -2.521274e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 121198 members 
Entering Unmasked Estep 
Score: -25212824.000000 Penalty: 6030.157715
	Iteration 58Q: 3 clusters Score -2.521282e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 122227 members 
Entering Unmasked Estep 
Score: -25212856.000000 Penalty: 6030.157715
	Iteration 59Q: 3 clusters Score -2.521286e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 123296 members 
Entering Unmasked Estep 
Score: -25212788.000000 Penalty: 6030.157715
	Iteration 60F: 3 clusters Score -2.521279e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 124375 members 
Entering Unmasked Estep 
Score: -25212798.000000 Penalty: 6030.157715
	Iteration 61Q: 3 clusters Score -2.52128e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 125508 members 
Entering Unmasked Estep 
Score: -25212760.000000 Penalty: 6030.157715
	Iteration 62Q: 3 clusters Score -2.521276e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 126647 members 
Entering Unmasked Estep 
Score: -25212784.000000 Penalty: 6030.157715
	Iteration 63Q: 3 clusters Score -2.521278e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 127843 members 
Entering Unmasked Estep 
Score: -25212816.000000 Penalty: 6030.157715
	Iteration 64Q: 3 clusters Score -2.521282e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 129040 members 
Entering Unmasked Estep 
Score: -25212862.000000 Penalty: 6030.157715
	Iteration 65Q: 3 clusters Score -2.521286e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 130278 members 
Entering Unmasked Estep 
Score: -25212920.000000 Penalty: 6030.157715
	Iteration 66Q: 3 clusters Score -2.521292e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 131537 members 
Entering Unmasked Estep 
Score: -25213018.000000 Penalty: 6030.157715
	Iteration 67Q: 3 clusters Score -2.521302e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 132882 members 
Entering Unmasked Estep 
Score: -25213010.000000 Penalty: 6030.157715
	Iteration 68Q: 3 clusters Score -2.521301e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 134334 members 
Entering Unmasked Estep 
Score: -25213046.000000 Penalty: 6030.157715
	Iteration 69Q: 3 clusters Score -2.521305e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
Score: -25213132.000000 Penalty: 6030.157715
	Iteration 70Q: 3 clusters Score -2.521313e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 137164 members 
Entering Unmasked Estep 
Score: -25213244.000000 Penalty: 6030.157715
	Iteration 71Q: 3 clusters Score -2.521324e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 138637 members 
Entering Unmasked Estep 
Score: -25213218.000000 Penalty: 6030.157715
	Iteration 72Q: 3 clusters Score -2.521322e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -25213272.000000 Penalty: 6030.157715
	Iteration 73Q: 3 clusters Score -2.521327e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 141550 members 
Entering Unmasked Estep 
Score: -25213448.000000 Penalty: 6030.157715
	Iteration 74Q: 3 clusters Score -2.521345e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 142973 members 
Entering Unmasked Estep 
Score: -25213588.000000 Penalty: 6030.157715
	Iteration 75Q: 3 clusters Score -2.521359e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -25213770.000000 Penalty: 6030.157715
	Iteration 76Q: 3 clusters Score -2.521377e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -25213882.000000 Penalty: 6030.157715
	Iteration 77Q: 3 clusters Score -2.521388e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -25214008.000000 Penalty: 6030.157715
	Iteration 78Q: 3 clusters Score -2.521401e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
Score: -25214250.000000 Penalty: 6030.157715
	Iteration 79Q: 3 clusters Score -2.521425e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 150094 members 
Entering Unmasked Estep 
Score: -25214432.000000 Penalty: 6030.157715
	Iteration 80F: 3 clusters Score -2.521443e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 151555 members 
Entering Unmasked Estep 
Score: -25214716.000000 Penalty: 6030.157715
	Iteration 81Q: 3 clusters Score -2.521472e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 153041 members 
Entering Unmasked Estep 
Score: -25214972.000000 Penalty: 6030.157715
	Iteration 82Q: 3 clusters Score -2.521497e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -25215270.000000 Penalty: 6030.157715
	Iteration 83Q: 3 clusters Score -2.521527e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 156055 members 
Entering Unmasked Estep 
Score: -25215566.000000 Penalty: 6030.157715
	Iteration 84Q: 3 clusters Score -2.521557e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 157612 members 
Entering Unmasked Estep 
Score: -25215748.000000 Penalty: 6030.157715
	Iteration 85Q: 3 clusters Score -2.521575e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -25216112.000000 Penalty: 6030.157715
	Iteration 86Q: 3 clusters Score -2.521611e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 160779 members 
Entering Unmasked Estep 
Score: -25216354.000000 Penalty: 6030.157715
	Iteration 87Q: 3 clusters Score -2.521635e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 162300 members 
Entering Unmasked Estep 
Score: -25216556.000000 Penalty: 6030.157715
	Iteration 88Q: 3 clusters Score -2.521656e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -25216696.000000 Penalty: 6030.157715
	Iteration 89Q: 3 clusters Score -2.52167e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 165224 members 
Entering Unmasked Estep 
Score: -25216750.000000 Penalty: 6030.157715
	Iteration 90Q: 3 clusters Score -2.521675e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 166606 members 
Entering Unmasked Estep 
Score: -25216736.000000 Penalty: 6030.157715
	Iteration 91Q: 3 clusters Score -2.521674e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 167905 members 
Entering Unmasked Estep 
Score: -25216690.000000 Penalty: 6030.157715
	Iteration 92Q: 3 clusters Score -2.521669e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 169158 members 
Entering Unmasked Estep 
Score: -25216614.000000 Penalty: 6030.157715
	Iteration 93Q: 3 clusters Score -2.521661e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 170315 members 
Entering Unmasked Estep 
Score: -25216564.000000 Penalty: 6030.157715
	Iteration 94Q: 3 clusters Score -2.521656e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -25216490.000000 Penalty: 6030.157715
	Iteration 95Q: 3 clusters Score -2.521649e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 172462 members 
Entering Unmasked Estep 
Score: -25216498.000000 Penalty: 6030.157715
	Iteration 96Q: 3 clusters Score -2.52165e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 173430 members 
Entering Unmasked Estep 
Score: -25216398.000000 Penalty: 6030.157715
	Iteration 97Q: 3 clusters Score -2.52164e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 174356 members 
Entering Unmasked Estep 
Score: -25216258.000000 Penalty: 6030.157715
	Iteration 98Q: 3 clusters Score -2.521626e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 175264 members 
Entering Unmasked Estep 
Score: -25216124.000000 Penalty: 6030.157715
	Iteration 99Q: 3 clusters Score -2.521612e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 176156 members 
Entering Unmasked Estep 
Score: -25216036.000000 Penalty: 6030.157715
	Iteration 100F: 3 clusters Score -2.521604e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 177035 members 
Entering Unmasked Estep 
Score: -25215802.000000 Penalty: 6030.157715
	Iteration 101Q: 3 clusters Score -2.52158e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 177897 members 
Entering Unmasked Estep 
Score: -25215604.000000 Penalty: 6030.157715
	Iteration 102Q: 3 clusters Score -2.52156e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 178680 members 
Entering Unmasked Estep 
Score: -25215482.000000 Penalty: 6030.157715
	Iteration 103Q: 3 clusters Score -2.521548e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 179395 members 
Entering Unmasked Estep 
Score: -25215312.000000 Penalty: 6030.157715
	Iteration 104Q: 3 clusters Score -2.521531e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 180018 members 
Entering Unmasked Estep 
Score: -25215252.000000 Penalty: 6030.157715
	Iteration 105Q: 3 clusters Score -2.521525e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 180591 members 
Entering Unmasked Estep 
Score: -25215100.000000 Penalty: 6030.157715
	Iteration 106Q: 3 clusters Score -2.52151e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 181149 members 
Entering Unmasked Estep 
Score: -25214914.000000 Penalty: 6030.157715
	Iteration 107Q: 3 clusters Score -2.521491e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 181678 members 
Entering Unmasked Estep 
Score: -25214730.000000 Penalty: 6030.157715
	Iteration 108Q: 3 clusters Score -2.521473e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 182169 members 
Entering Unmasked Estep 
Score: -25214564.000000 Penalty: 6030.157715
	Iteration 109Q: 3 clusters Score -2.521456e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 182644 members 
Entering Unmasked Estep 
Score: -25214450.000000 Penalty: 6030.157715
	Iteration 110Q: 3 clusters Score -2.521445e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 183097 members 
Entering Unmasked Estep 
Score: -25214318.000000 Penalty: 6030.157715
	Iteration 111Q: 3 clusters Score -2.521432e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 183460 members 
Entering Unmasked Estep 
Score: -25214202.000000 Penalty: 6030.157715
	Iteration 112Q: 3 clusters Score -2.52142e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 183781 members 
Entering Unmasked Estep 
Score: -25214158.000000 Penalty: 6030.157715
	Iteration 113Q: 3 clusters Score -2.521416e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 184096 members 
Entering Unmasked Estep 
Score: -25214066.000000 Penalty: 6030.157715
	Iteration 114Q: 3 clusters Score -2.521407e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 184395 members 
Entering Unmasked Estep 
Score: -25214036.000000 Penalty: 6030.157715
	Iteration 115Q: 3 clusters Score -2.521404e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 184665 members 
Entering Unmasked Estep 
Score: -25213948.000000 Penalty: 6030.157715
	Iteration 116Q: 3 clusters Score -2.521395e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 184941 members 
Entering Unmasked Estep 
Score: -25213886.000000 Penalty: 6030.157715
	Iteration 117Q: 3 clusters Score -2.521389e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 185192 members 
Entering Unmasked Estep 
Score: -25213872.000000 Penalty: 6030.157715
	Iteration 118Q: 3 clusters Score -2.521387e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 185409 members 
Entering Unmasked Estep 
Score: -25213868.000000 Penalty: 6030.157715
	Iteration 119Q: 3 clusters Score -2.521387e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 185603 members 
Entering Unmasked Estep 
Score: -25213816.000000 Penalty: 6030.157715
	Iteration 120F: 3 clusters Score -2.521382e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 185796 members 
Entering Unmasked Estep 
Score: -25213822.000000 Penalty: 6030.157715
	Iteration 121Q: 3 clusters Score -2.521382e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 185967 members 
Entering Unmasked Estep 
Score: -25213822.000000 Penalty: 6030.157715
	Iteration 122Q: 3 clusters Score -2.521382e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 186133 members 
Entering Unmasked Estep 
Score: -25213804.000000 Penalty: 6030.157715
	Iteration 123Q: 3 clusters Score -2.52138e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 186311 members 
Entering Unmasked Estep 
Score: -25213736.000000 Penalty: 6030.157715
	Iteration 124Q: 3 clusters Score -2.521374e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 186486 members 
Entering Unmasked Estep 
Score: -25213650.000000 Penalty: 6030.157715
	Iteration 125Q: 3 clusters Score -2.521365e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 186667 members 
Entering Unmasked Estep 
Score: -25213620.000000 Penalty: 6030.157715
	Iteration 126Q: 3 clusters Score -2.521362e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 186818 members 
Entering Unmasked Estep 
Score: -25213542.000000 Penalty: 6030.157715
	Iteration 127Q: 3 clusters Score -2.521354e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 186960 members 
Entering Unmasked Estep 
Score: -25213544.000000 Penalty: 6030.157715
	Iteration 128Q: 3 clusters Score -2.521354e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 187082 members 
Entering Unmasked Estep 
Score: -25213520.000000 Penalty: 6030.157715
	Iteration 129Q: 3 clusters Score -2.521352e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 187204 members 
Entering Unmasked Estep 
Score: -25213492.000000 Penalty: 6030.157715
	Iteration 130Q: 3 clusters Score -2.521349e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 187311 members 
Entering Unmasked Estep 
Score: -25213492.000000 Penalty: 6030.157715
	Iteration 131Q: 3 clusters Score -2.521349e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 187417 members 
Entering Unmasked Estep 
Score: -25213490.000000 Penalty: 6030.157715
	Iteration 132Q: 3 clusters Score -2.521349e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 187511 members 
Entering Unmasked Estep 
Score: -25213450.000000 Penalty: 6030.157715
	Iteration 133Q: 3 clusters Score -2.521345e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 187585 members 
Entering Unmasked Estep 
Score: -25213448.000000 Penalty: 6030.157715
	Iteration 134Q: 3 clusters Score -2.521345e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 187668 members 
Entering Unmasked Estep 
Score: -25213442.000000 Penalty: 6030.157715
	Iteration 135Q: 3 clusters Score -2.521344e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 187725 members 
Entering Unmasked Estep 
Score: -25213432.000000 Penalty: 6030.157715
	Iteration 136Q: 3 clusters Score -2.521343e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 187775 members 
Entering Unmasked Estep 
Score: -25213434.000000 Penalty: 6030.157715
	Iteration 137Q: 3 clusters Score -2.521343e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 187818 members 
Entering Unmasked Estep 
Score: -25213438.000000 Penalty: 6030.157715
	Iteration 138Q: 3 clusters Score -2.521344e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 187876 members 
Entering Unmasked Estep 
Score: -25213412.000000 Penalty: 6030.157715
	Iteration 139Q: 3 clusters Score -2.521341e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 187936 members 
Entering Unmasked Estep 
Score: -25213392.000000 Penalty: 6030.157715
	Iteration 140F: 3 clusters Score -2.521339e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 187986 members 
Entering Unmasked Estep 
Score: -25213408.000000 Penalty: 6030.157715
	Iteration 141Q: 3 clusters Score -2.521341e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 188031 members 
Entering Unmasked Estep 
Score: -25213376.000000 Penalty: 6030.157715
	Iteration 142Q: 3 clusters Score -2.521338e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 188076 members 
Entering Unmasked Estep 
Score: -25213408.000000 Penalty: 6030.157715
	Iteration 143Q: 3 clusters Score -2.521341e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 188113 members 
Entering Unmasked Estep 
Score: -25213358.000000 Penalty: 6030.157715
	Iteration 144Q: 3 clusters Score -2.521336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 188147 members 
Entering Unmasked Estep 
Score: -25213350.000000 Penalty: 6030.157715
	Iteration 145Q: 3 clusters Score -2.521335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 188174 members 
Entering Unmasked Estep 
Score: -25213350.000000 Penalty: 6030.157715
	Iteration 146Q: 3 clusters Score -2.521335e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 188192 members 
Entering Unmasked Estep 
Score: -25213322.000000 Penalty: 6030.157715
	Iteration 147Q: 3 clusters Score -2.521332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 188211 members 
Entering Unmasked Estep 
Score: -25213330.000000 Penalty: 6030.157715
	Iteration 148Q: 3 clusters Score -2.521333e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 188240 members 
Entering Unmasked Estep 
Score: -25213322.000000 Penalty: 6030.157715
	Iteration 149Q: 3 clusters Score -2.521332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 188264 members 
Entering Unmasked Estep 
Score: -25213338.000000 Penalty: 6030.157715
	Iteration 150Q: 3 clusters Score -2.521334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 188282 members 
Entering Unmasked Estep 
Score: -25213358.000000 Penalty: 6030.157715
	Iteration 151Q: 3 clusters Score -2.521336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 188297 members 
Entering Unmasked Estep 
Score: -25213352.000000 Penalty: 6030.157715
	Iteration 152Q: 3 clusters Score -2.521335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 188311 members 
Entering Unmasked Estep 
Score: -25213342.000000 Penalty: 6030.157715
	Iteration 153Q: 3 clusters Score -2.521334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 188327 members 
Entering Unmasked Estep 
Score: -25213336.000000 Penalty: 6030.157715
	Iteration 154Q: 3 clusters Score -2.521334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 188338 members 
Entering Unmasked Estep 
Score: -25213326.000000 Penalty: 6030.157715
	Iteration 155Q: 3 clusters Score -2.521333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 188347 members 
Entering Unmasked Estep 
Score: -25213332.000000 Penalty: 6030.157715
	Iteration 156Q: 3 clusters Score -2.521333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 188360 members 
Entering Unmasked Estep 
Score: -25213340.000000 Penalty: 6030.157715
	Iteration 157Q: 3 clusters Score -2.521334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 188371 members 
Entering Unmasked Estep 
Score: -25213336.000000 Penalty: 6030.157715
	Iteration 158Q: 3 clusters Score -2.521334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 188390 members 
Entering Unmasked Estep 
Score: -25213330.000000 Penalty: 6030.157715
	Iteration 159Q: 3 clusters Score -2.521333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 188414 members 
Entering Unmasked Estep 
Score: -25213320.000000 Penalty: 6030.157715
	Iteration 160F: 3 clusters Score -2.521332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 188432 members 
Entering Unmasked Estep 
Score: -25213314.000000 Penalty: 6030.157715
	Iteration 161Q: 3 clusters Score -2.521331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 188447 members 
Entering Unmasked Estep 
Score: -25213322.000000 Penalty: 6030.157715
	Iteration 162Q: 3 clusters Score -2.521332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 188463 members 
Entering Unmasked Estep 
Score: -25213310.000000 Penalty: 6030.157715
	Iteration 163Q: 3 clusters Score -2.521331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 188476 members 
Entering Unmasked Estep 
Score: -25213304.000000 Penalty: 6030.157715
	Iteration 164Q: 3 clusters Score -2.52133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 188492 members 
Entering Unmasked Estep 
Score: -25213312.000000 Penalty: 6030.157715
	Iteration 165Q: 3 clusters Score -2.521331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 188507 members 
Entering Unmasked Estep 
Score: -25213280.000000 Penalty: 6030.157715
	Iteration 166Q: 3 clusters Score -2.521328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 188519 members 
Entering Unmasked Estep 
Score: -25213274.000000 Penalty: 6030.157715
	Iteration 167Q: 3 clusters Score -2.521327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 188532 members 
Entering Unmasked Estep 
Score: -25213312.000000 Penalty: 6030.157715
	Iteration 168Q: 3 clusters Score -2.521331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 188544 members 
Entering Unmasked Estep 
Score: -25213302.000000 Penalty: 6030.157715
	Iteration 169Q: 3 clusters Score -2.52133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 188551 members 
Entering Unmasked Estep 
Score: -25213300.000000 Penalty: 6030.157715
	Iteration 170Q: 3 clusters Score -2.52133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 188561 members 
Entering Unmasked Estep 
Score: -25213284.000000 Penalty: 6030.157715
	Iteration 171Q: 3 clusters Score -2.521328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 188569 members 
Entering Unmasked Estep 
Score: -25213282.000000 Penalty: 6030.157715
	Iteration 172Q: 3 clusters Score -2.521328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 188573 members 
Entering Unmasked Estep 
Score: -25213266.000000 Penalty: 6030.157715
	Iteration 173Q: 3 clusters Score -2.521327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 188574 members 
Entering Unmasked Estep 
Score: -25213272.000000 Penalty: 6030.157715
	Iteration 174Q: 3 clusters Score -2.521327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 188576 members 
Entering Unmasked Estep 
Score: -25213276.000000 Penalty: 6030.157715
	Iteration 175Q: 3 clusters Score -2.521328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 188579 members 
Entering Unmasked Estep 
Score: -25213286.000000 Penalty: 6030.157715
	Iteration 176Q: 3 clusters Score -2.521329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 188583 members 
Entering Unmasked Estep 
Score: -25213282.000000 Penalty: 6030.157715
	Iteration 177Q: 3 clusters Score -2.521328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 188590 members 
Entering Unmasked Estep 
Score: -25213274.000000 Penalty: 6030.157715
	Iteration 178Q: 3 clusters Score -2.521327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 188598 members 
Entering Unmasked Estep 
Score: -25213252.000000 Penalty: 6030.157715
	Iteration 179Q: 3 clusters Score -2.521325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 188604 members 
Entering Unmasked Estep 
Score: -25213258.000000 Penalty: 6030.157715
	Iteration 180F: 3 clusters Score -2.521326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 188615 members 
Entering Unmasked Estep 
Score: -25213270.000000 Penalty: 6030.157715
	Iteration 181Q: 3 clusters Score -2.521327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 188621 members 
Entering Unmasked Estep 
Score: -25213268.000000 Penalty: 6030.157715
	Iteration 182Q: 3 clusters Score -2.521327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 188621 members 
Entering Unmasked Estep 
Score: -25213258.000000 Penalty: 6030.157715
	Iteration 183Q: 3 clusters Score -2.521326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 188621 members 
Entering Unmasked Estep 
Score: -25213258.000000 Penalty: 6030.157715
	Iteration 184F: 3 clusters Score -2.521326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Entering Unmasked Estep 
Score: -1272904.125000 Penalty: 2281.120361
	Iteration 0F: 2 clusters Score -1272904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1265239.500000 Penalty: 4562.240723
	Iteration 0F: 3 clusters Score -1265240 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1267475.625000 Penalty: 4562.240723
	Iteration 1F: 3 clusters Score -1267476 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1267771.875000 Penalty: 4562.240723
	Iteration 2F: 3 clusters Score -1267772 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1267964.000000 Penalty: 4562.240723
	Iteration 3Q: 3 clusters Score -1267964 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1268104.000000 Penalty: 4562.240723
	Iteration 4Q: 3 clusters Score -1268104 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1268206.125000 Penalty: 4562.240723
	Iteration 5Q: 3 clusters Score -1268206 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1268283.250000 Penalty: 4562.240723
	Iteration 6Q: 3 clusters Score -1268283 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1268338.750000 Penalty: 4562.240723
	Iteration 7Q: 3 clusters Score -1268339 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1268396.375000 Penalty: 4562.240723
	Iteration 8Q: 3 clusters Score -1268396 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1268452.000000 Penalty: 4562.240723
	Iteration 9Q: 3 clusters Score -1268452 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1268530.500000 Penalty: 4562.240723
	Iteration 10Q: 3 clusters Score -1268530 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1268637.625000 Penalty: 4562.240723
	Iteration 11Q: 3 clusters Score -1268638 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1268752.250000 Penalty: 4562.240723
	Iteration 12Q: 3 clusters Score -1268752 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1268878.750000 Penalty: 4562.240723
	Iteration 13Q: 3 clusters Score -1268879 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1269038.125000 Penalty: 4562.240723
	Iteration 14Q: 3 clusters Score -1269038 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1269270.500000 Penalty: 4562.240723
	Iteration 15Q: 3 clusters Score -1269270 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1269550.250000 Penalty: 4562.240723
	Iteration 16Q: 3 clusters Score -1269550 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1269810.500000 Penalty: 4562.240723
	Iteration 17Q: 3 clusters Score -1269810 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1269990.750000 Penalty: 4562.240723
	Iteration 18Q: 3 clusters Score -1269991 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1270144.500000 Penalty: 4562.240723
	Iteration 19Q: 3 clusters Score -1270144 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1270268.750000 Penalty: 4562.240723
	Iteration 20F: 3 clusters Score -1270269 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1270363.375000 Penalty: 4562.240723
	Iteration 21Q: 3 clusters Score -1270363 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1270440.875000 Penalty: 4562.240723
	Iteration 22Q: 3 clusters Score -1270441 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1270514.250000 Penalty: 4562.240723
	Iteration 23Q: 3 clusters Score -1270514 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1270578.625000 Penalty: 4562.240723
	Iteration 24Q: 3 clusters Score -1270579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1270630.000000 Penalty: 4562.240723
	Iteration 25Q: 3 clusters Score -1270630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1270674.875000 Penalty: 4562.240723
	Iteration 26Q: 3 clusters Score -1270675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1270711.375000 Penalty: 4562.240723
	Iteration 27Q: 3 clusters Score -1270711 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1270739.000000 Penalty: 4562.240723
	Iteration 28Q: 3 clusters Score -1270739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1270752.500000 Penalty: 4562.240723
	Iteration 29Q: 3 clusters Score -1270752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1270761.375000 Penalty: 4562.240723
	Iteration 30Q: 3 clusters Score -1270761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1270778.250000 Penalty: 4562.240723
	Iteration 31Q: 3 clusters Score -1270778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1270786.375000 Penalty: 4562.240723
	Iteration 32Q: 3 clusters Score -1270786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1270796.750000 Penalty: 4562.240723
	Iteration 33Q: 3 clusters Score -1270797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1270801.000000 Penalty: 4562.240723
	Iteration 34Q: 3 clusters Score -1270801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1270804.625000 Penalty: 4562.240723
	Iteration 35Q: 3 clusters Score -1270805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1270809.000000 Penalty: 4562.240723
	Iteration 36Q: 3 clusters Score -1270809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1270814.250000 Penalty: 4562.240723
	Iteration 37Q: 3 clusters Score -1270814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1270816.625000 Penalty: 4562.240723
	Iteration 38Q: 3 clusters Score -1270817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1270817.250000 Penalty: 4562.240723
	Iteration 39Q: 3 clusters Score -1270817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1270819.125000 Penalty: 4562.240723
	Iteration 40F: 3 clusters Score -1270819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1270816.875000 Penalty: 4562.240723
	Iteration 41Q: 3 clusters Score -1270817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1270819.375000 Penalty: 4562.240723
	Iteration 42Q: 3 clusters Score -1270819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1270820.750000 Penalty: 4562.240723
	Iteration 43Q: 3 clusters Score -1270821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1270819.750000 Penalty: 4562.240723
	Iteration 44Q: 3 clusters Score -1270820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1270822.500000 Penalty: 4562.240723
	Iteration 45Q: 3 clusters Score -1270822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1270822.500000 Penalty: 4562.240723
	Iteration 46Q: 3 clusters Score -1270822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1270824.625000 Penalty: 4562.240723
	Iteration 47Q: 3 clusters Score -1270825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1270824.125000 Penalty: 4562.240723
	Iteration 48Q: 3 clusters Score -1270824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1270827.625000 Penalty: 4562.240723
	Iteration 49Q: 3 clusters Score -1270828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1270829.125000 Penalty: 4562.240723
	Iteration 50Q: 3 clusters Score -1270829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1270827.375000 Penalty: 4562.240723
	Iteration 51Q: 3 clusters Score -1270827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1270827.750000 Penalty: 4562.240723
	Iteration 52Q: 3 clusters Score -1270828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1270827.625000 Penalty: 4562.240723
	Iteration 53Q: 3 clusters Score -1270828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1270830.500000 Penalty: 4562.240723
	Iteration 54Q: 3 clusters Score -1270830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1270830.625000 Penalty: 4562.240723
	Iteration 55Q: 3 clusters Score -1270831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1270833.625000 Penalty: 4562.240723
	Iteration 56Q: 3 clusters Score -1270834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1270835.500000 Penalty: 4562.240723
	Iteration 57Q: 3 clusters Score -1270836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1270835.125000 Penalty: 4562.240723
	Iteration 58Q: 3 clusters Score -1270835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1270835.375000 Penalty: 4562.240723
	Iteration 59Q: 3 clusters Score -1270835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1270835.500000 Penalty: 4562.240723
	Iteration 60F: 3 clusters Score -1270836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1270836.375000 Penalty: 4562.240723
	Iteration 61Q: 3 clusters Score -1270836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1270837.000000 Penalty: 4562.240723
	Iteration 62Q: 3 clusters Score -1270837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1270841.750000 Penalty: 4562.240723
	Iteration 63Q: 3 clusters Score -1270842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1270840.000000 Penalty: 4562.240723
	Iteration 64Q: 3 clusters Score -1270840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1270841.000000 Penalty: 4562.240723
	Iteration 65Q: 3 clusters Score -1270841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1270841.500000 Penalty: 4562.240723
	Iteration 66Q: 3 clusters Score -1270842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1270840.625000 Penalty: 4562.240723
	Iteration 67Q: 3 clusters Score -1270841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1270841.375000 Penalty: 4562.240723
	Iteration 68Q: 3 clusters Score -1270841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1270843.750000 Penalty: 4562.240723
	Iteration 69Q: 3 clusters Score -1270844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1270843.625000 Penalty: 4562.240723
	Iteration 70Q: 3 clusters Score -1270844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1270845.125000 Penalty: 4562.240723
	Iteration 71Q: 3 clusters Score -1270845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1270847.500000 Penalty: 4562.240723
	Iteration 72Q: 3 clusters Score -1270848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1270850.625000 Penalty: 4562.240723
	Iteration 73Q: 3 clusters Score -1270851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1270851.750000 Penalty: 4562.240723
	Iteration 74Q: 3 clusters Score -1270852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1270851.625000 Penalty: 4562.240723
	Iteration 75Q: 3 clusters Score -1270852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1270853.250000 Penalty: 4562.240723
	Iteration 76Q: 3 clusters Score -1270853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1270854.375000 Penalty: 4562.240723
	Iteration 77Q: 3 clusters Score -1270854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1270856.125000 Penalty: 4562.240723
	Iteration 78Q: 3 clusters Score -1270856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1270860.250000 Penalty: 4562.240723
	Iteration 79Q: 3 clusters Score -1270860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1270860.500000 Penalty: 4562.240723
	Iteration 80F: 3 clusters Score -1270860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1270861.625000 Penalty: 4562.240723
	Iteration 81Q: 3 clusters Score -1270862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1270861.625000 Penalty: 4562.240723
	Iteration 82F: 3 clusters Score -1270862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -60133.117188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -60133.12 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 252 members 
Entering Unmasked Estep 
Score: -58600.410156 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -58600.41 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58889.121094 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -58889.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58994.812500 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -58994.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59063.542969 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -59063.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59124.328125 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -59124.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59175.789062 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -59175.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -59217.179688 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -59217.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59236.218750 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -59236.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59238.421875 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -59238.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59247.738281 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -59247.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59249.507812 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -59249.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59249.507812 Penalty: 3102.852051
	Iteration 11F: 3 clusters Score -59249.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Entering Unmasked Estep 
Score: -2415517.500000 Penalty: 2428.540039
	Iteration 0F: 2 clusters Score -2415518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2402784.250000 Penalty: 4857.080078
	Iteration 0F: 3 clusters Score -2402784 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2406919.250000 Penalty: 4857.080078
	Iteration 1F: 3 clusters Score -2406919 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2407321.000000 Penalty: 4857.080078
	Iteration 2F: 3 clusters Score -2407321 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2407693.500000 Penalty: 4857.080078
	Iteration 3Q: 3 clusters Score -2407694 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2408020.750000 Penalty: 4857.080078
	Iteration 4Q: 3 clusters Score -2408021 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2408312.750000 Penalty: 4857.080078
	Iteration 5Q: 3 clusters Score -2408313 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2408602.000000 Penalty: 4857.080078
	Iteration 6Q: 3 clusters Score -2408602 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2408906.250000 Penalty: 4857.080078
	Iteration 7Q: 3 clusters Score -2408906 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2409233.250000 Penalty: 4857.080078
	Iteration 8Q: 3 clusters Score -2409233 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2409562.500000 Penalty: 4857.080078
	Iteration 9Q: 3 clusters Score -2409562 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2409900.750000 Penalty: 4857.080078
	Iteration 10Q: 3 clusters Score -2409901 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2410231.250000 Penalty: 4857.080078
	Iteration 11Q: 3 clusters Score -2410231 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2410653.250000 Penalty: 4857.080078
	Iteration 12Q: 3 clusters Score -2410653 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2411143.500000 Penalty: 4857.080078
	Iteration 13Q: 3 clusters Score -2411144 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2411608.500000 Penalty: 4857.080078
	Iteration 14Q: 3 clusters Score -2411608 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2412012.500000 Penalty: 4857.080078
	Iteration 15Q: 3 clusters Score -2412012 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2412373.000000 Penalty: 4857.080078
	Iteration 16Q: 3 clusters Score -2412373 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2412651.750000 Penalty: 4857.080078
	Iteration 17Q: 3 clusters Score -2412652 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2412884.250000 Penalty: 4857.080078
	Iteration 18Q: 3 clusters Score -2412884 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2413032.500000 Penalty: 4857.080078
	Iteration 19Q: 3 clusters Score -2413032 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2413138.000000 Penalty: 4857.080078
	Iteration 20F: 3 clusters Score -2413138 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2413220.500000 Penalty: 4857.080078
	Iteration 21Q: 3 clusters Score -2413220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2413287.500000 Penalty: 4857.080078
	Iteration 22Q: 3 clusters Score -2413288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2413341.250000 Penalty: 4857.080078
	Iteration 23Q: 3 clusters Score -2413341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2413374.250000 Penalty: 4857.080078
	Iteration 24Q: 3 clusters Score -2413374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2413391.250000 Penalty: 4857.080078
	Iteration 25Q: 3 clusters Score -2413391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2413409.500000 Penalty: 4857.080078
	Iteration 26Q: 3 clusters Score -2413410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2413419.250000 Penalty: 4857.080078
	Iteration 27Q: 3 clusters Score -2413419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2413433.250000 Penalty: 4857.080078
	Iteration 28Q: 3 clusters Score -2413433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2413439.750000 Penalty: 4857.080078
	Iteration 29Q: 3 clusters Score -2413440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2413446.750000 Penalty: 4857.080078
	Iteration 30Q: 3 clusters Score -2413447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2413451.000000 Penalty: 4857.080078
	Iteration 31Q: 3 clusters Score -2413451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2413457.500000 Penalty: 4857.080078
	Iteration 32Q: 3 clusters Score -2413458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2413469.250000 Penalty: 4857.080078
	Iteration 33Q: 3 clusters Score -2413469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2413470.250000 Penalty: 4857.080078
	Iteration 34Q: 3 clusters Score -2413470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2413474.750000 Penalty: 4857.080078
	Iteration 35Q: 3 clusters Score -2413475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2413478.500000 Penalty: 4857.080078
	Iteration 36Q: 3 clusters Score -2413478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2413486.250000 Penalty: 4857.080078
	Iteration 37Q: 3 clusters Score -2413486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2413494.000000 Penalty: 4857.080078
	Iteration 38Q: 3 clusters Score -2413494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2413493.250000 Penalty: 4857.080078
	Iteration 39Q: 3 clusters Score -2413493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2413498.250000 Penalty: 4857.080078
	Iteration 40F: 3 clusters Score -2413498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2413499.250000 Penalty: 4857.080078
	Iteration 41Q: 3 clusters Score -2413499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2413506.000000 Penalty: 4857.080078
	Iteration 42Q: 3 clusters Score -2413506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2413510.500000 Penalty: 4857.080078
	Iteration 43Q: 3 clusters Score -2413510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2413510.500000 Penalty: 4857.080078
	Iteration 44F: 3 clusters Score -2413510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Entering Unmasked Estep 
Score: -3579165.000000 Penalty: 2526.061035
	Iteration 0F: 2 clusters Score -3579165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3560926.250000 Penalty: 5052.122070
	Iteration 0F: 3 clusters Score -3560926 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3567254.000000 Penalty: 5052.122070
	Iteration 1F: 3 clusters Score -3567254 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3567656.000000 Penalty: 5052.122070
	Iteration 2Q: 3 clusters Score -3567656 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3567945.750000 Penalty: 5052.122070
	Iteration 3Q: 3 clusters Score -3567946 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3568166.000000 Penalty: 5052.122070
	Iteration 4Q: 3 clusters Score -3568166 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3568345.750000 Penalty: 5052.122070
	Iteration 5Q: 3 clusters Score -3568346 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3568545.000000 Penalty: 5052.122070
	Iteration 6Q: 3 clusters Score -3568545 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3568735.500000 Penalty: 5052.122070
	Iteration 7Q: 3 clusters Score -3568736 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3569000.000000 Penalty: 5052.122070
	Iteration 8Q: 3 clusters Score -3569000 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3569422.250000 Penalty: 5052.122070
	Iteration 9Q: 3 clusters Score -3569422 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3570100.250000 Penalty: 5052.122070
	Iteration 10Q: 3 clusters Score -3570100 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3571149.000000 Penalty: 5052.122070
	Iteration 11F: 3 clusters Score -3571149 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3572549.500000 Penalty: 5052.122070
	Iteration 12F: 3 clusters Score -3572550 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3574147.750000 Penalty: 5052.122070
	Iteration 13F: 3 clusters Score -3574148 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3575390.500000 Penalty: 5052.122070
	Iteration 14F: 3 clusters Score -3575390 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3576143.000000 Penalty: 5052.122070
	Iteration 15Q: 3 clusters Score -3576143 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3576528.750000 Penalty: 5052.122070
	Iteration 16Q: 3 clusters Score -3576529 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3576730.750000 Penalty: 5052.122070
	Iteration 17Q: 3 clusters Score -3576731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3576822.000000 Penalty: 5052.122070
	Iteration 18Q: 3 clusters Score -3576822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3576890.500000 Penalty: 5052.122070
	Iteration 19Q: 3 clusters Score -3576890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3576936.000000 Penalty: 5052.122070
	Iteration 20F: 3 clusters Score -3576936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3576948.000000 Penalty: 5052.122070
	Iteration 21Q: 3 clusters Score -3576948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3576957.000000 Penalty: 5052.122070
	Iteration 22Q: 3 clusters Score -3576957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3576963.250000 Penalty: 5052.122070
	Iteration 23Q: 3 clusters Score -3576963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3576972.500000 Penalty: 5052.122070
	Iteration 24Q: 3 clusters Score -3576972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3576974.750000 Penalty: 5052.122070
	Iteration 25Q: 3 clusters Score -3576975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3576980.250000 Penalty: 5052.122070
	Iteration 26Q: 3 clusters Score -3576980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3576982.250000 Penalty: 5052.122070
	Iteration 27Q: 3 clusters Score -3576982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3576991.000000 Penalty: 5052.122070
	Iteration 28Q: 3 clusters Score -3576991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3576993.250000 Penalty: 5052.122070
	Iteration 29Q: 3 clusters Score -3576993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3576995.250000 Penalty: 5052.122070
	Iteration 30Q: 3 clusters Score -3576995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3576995.250000 Penalty: 5052.122070
	Iteration 31F: 3 clusters Score -3576995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Entering Unmasked Estep 
Score: -9495324.000000 Penalty: 2777.615479
	Iteration 0F: 2 clusters Score -9495324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -9446080.000000 Penalty: 5555.230957
	Iteration 0F: 3 clusters Score -9446080 nChanged 34350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -9465666.000000 Penalty: 5555.230957
	Iteration 1F: 3 clusters Score -9465666 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -9466262.000000 Penalty: 5555.230957
	Iteration 2Q: 3 clusters Score -9466262 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -9467045.000000 Penalty: 5555.230957
	Iteration 3Q: 3 clusters Score -9467045 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -9467997.000000 Penalty: 5555.230957
	Iteration 4Q: 3 clusters Score -9467997 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -9469249.000000 Penalty: 5555.230957
	Iteration 5Q: 3 clusters Score -9469249 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -9470869.000000 Penalty: 5555.230957
	Iteration 6Q: 3 clusters Score -9470869 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -9473015.000000 Penalty: 5555.230957
	Iteration 7F: 3 clusters Score -9473015 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -9475965.000000 Penalty: 5555.230957
	Iteration 8F: 3 clusters Score -9475965 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -9479621.000000 Penalty: 5555.230957
	Iteration 9F: 3 clusters Score -9479621 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -9483346.000000 Penalty: 5555.230957
	Iteration 10F: 3 clusters Score -9483346 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -9486256.000000 Penalty: 5555.230957
	Iteration 11F: 3 clusters Score -9486256 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -9488372.000000 Penalty: 5555.230957
	Iteration 12Q: 3 clusters Score -9488372 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -9490042.000000 Penalty: 5555.230957
	Iteration 13Q: 3 clusters Score -9490042 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -9491562.000000 Penalty: 5555.230957
	Iteration 14Q: 3 clusters Score -9491562 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -9492911.000000 Penalty: 5555.230957
	Iteration 15Q: 3 clusters Score -9492911 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -9493665.000000 Penalty: 5555.230957
	Iteration 16Q: 3 clusters Score -9493665 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -9494071.000000 Penalty: 5555.230957
	Iteration 17Q: 3 clusters Score -9494071 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -9494312.000000 Penalty: 5555.230957
	Iteration 18Q: 3 clusters Score -9494312 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -9494392.000000 Penalty: 5555.230957
	Iteration 19Q: 3 clusters Score -9494392 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -9494449.000000 Penalty: 5555.230957
	Iteration 20F: 3 clusters Score -9494449 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9494509 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9494536 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9494546 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9494549 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9494547 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9494539 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9494557 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9494559 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9494559 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9494552 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9494559 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9494547 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9494556 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9494546 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9494537 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9494546 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9494537 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9494543 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -9494534.000000 Penalty: 5555.230957
	Iteration 39Q: 3 clusters Score -9494534 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9494540 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9494551 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9494548 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9494560 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9494565 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9494569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9494565 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9494587 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9494600 nChanged 29
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Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9494624 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9494612 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9494616 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60919 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9494605 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60882 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9494598 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9494602 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60814 members 
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	Iteration 56Q: 3 clusters Score -9494599 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60766 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9494616 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60716 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9494638 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60679 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9494633 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60627 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9494643 nChanged 63
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Mstep: Class 1 contains 60572 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9494665 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60430 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9494666 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60354 members 
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	Iteration 64Q: 3 clusters Score -9494681 nChanged 98
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Mstep: Class 1 contains 60264 members 
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	Iteration 65Q: 3 clusters Score -9494647 nChanged 107
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	Iteration 66Q: 3 clusters Score -9494674 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60053 members 
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	Iteration 67Q: 3 clusters Score -9494685 nChanged 101
Entering Unmasked Mstep 
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	Iteration 68Q: 3 clusters Score -9494740 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59851 members 
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	Iteration 69Q: 3 clusters Score -9494751 nChanged 98
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	Iteration 70Q: 3 clusters Score -9494753 nChanged 99
Entering Unmasked Mstep 
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	Iteration 71Q: 3 clusters Score -9494762 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59547 members 
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	Iteration 72Q: 3 clusters Score -9494790 nChanged 118
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9494822 nChanged 126
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	Iteration 74Q: 3 clusters Score -9494850 nChanged 133
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	Iteration 76Q: 3 clusters Score -9494856 nChanged 130
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	Iteration 77Q: 3 clusters Score -9494902 nChanged 130
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	Iteration 78Q: 3 clusters Score -9494931 nChanged 159
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	Iteration 79Q: 3 clusters Score -9494919 nChanged 183
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Mstep: Class 1 contains 58463 members 
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	Iteration 80F: 3 clusters Score -9494937 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 14854 members 
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	Iteration 81Q: 3 clusters Score -9494992 nChanged 176
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9494983 nChanged 185
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9495004 nChanged 158
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9495005 nChanged 135
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Mstep: Class 1 contains 57631 members 
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	Iteration 85Q: 3 clusters Score -9495035 nChanged 148
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	Iteration 86Q: 3 clusters Score -9495010 nChanged 144
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	Iteration 87Q: 3 clusters Score -9495043 nChanged 133
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Mstep: Class 1 contains 57210 members 
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	Iteration 88Q: 3 clusters Score -9495050 nChanged 116
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Mstep: Class 1 contains 57094 members 
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	Iteration 89Q: 3 clusters Score -9495073 nChanged 113
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Mstep: Class 1 contains 56981 members 
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	Iteration 90Q: 3 clusters Score -9495078 nChanged 110
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	Iteration 91Q: 3 clusters Score -9495094 nChanged 113
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	Iteration 92Q: 3 clusters Score -9495090 nChanged 93
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	Iteration 93Q: 3 clusters Score -9495105 nChanged 94
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	Iteration 94Q: 3 clusters Score -9495121 nChanged 96
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	Iteration 95Q: 3 clusters Score -9495103 nChanged 84
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	Iteration 96Q: 3 clusters Score -9495091 nChanged 90
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	Iteration 97Q: 3 clusters Score -9495089 nChanged 80
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	Iteration 98Q: 3 clusters Score -9495108 nChanged 80
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	Iteration 99Q: 3 clusters Score -9495120 nChanged 57
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	Iteration 100F: 3 clusters Score -9495151 nChanged 49
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9495149 nChanged 45
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	Iteration 102Q: 3 clusters Score -9495155 nChanged 51
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	Iteration 103Q: 3 clusters Score -9495143 nChanged 46
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	Iteration 104Q: 3 clusters Score -9495154 nChanged 41
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	Iteration 105Q: 3 clusters Score -9495143 nChanged 31
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	Iteration 106Q: 3 clusters Score -9495158 nChanged 22
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	Iteration 107Q: 3 clusters Score -9495146 nChanged 12
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	Iteration 108Q: 3 clusters Score -9495157 nChanged 18
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	Iteration 109Q: 3 clusters Score -9495147 nChanged 18
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	Iteration 110Q: 3 clusters Score -9495152 nChanged 11
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	Iteration 111Q: 3 clusters Score -9495163 nChanged 14
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	Iteration 112Q: 3 clusters Score -9495156 nChanged 8
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	Iteration 113Q: 3 clusters Score -9495161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -9495153.000000 Penalty: 5555.230957
	Iteration 114Q: 3 clusters Score -9495153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -9495151.000000 Penalty: 5555.230957
	Iteration 115Q: 3 clusters Score -9495151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -9495151.000000 Penalty: 5555.230957
	Iteration 116Q: 3 clusters Score -9495151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -9495148.000000 Penalty: 5555.230957
	Iteration 117Q: 3 clusters Score -9495148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -9495159.000000 Penalty: 5555.230957
	Iteration 118Q: 3 clusters Score -9495159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -9495151.000000 Penalty: 5555.230957
	Iteration 119Q: 3 clusters Score -9495151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -9495151.000000 Penalty: 5555.230957
	Iteration 120F: 3 clusters Score -9495151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -9495148.000000 Penalty: 5555.230957
	Iteration 121Q: 3 clusters Score -9495148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -9495156.000000 Penalty: 5555.230957
	Iteration 122Q: 3 clusters Score -9495156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -9495156.000000 Penalty: 5555.230957
	Iteration 123F: 3 clusters Score -9495156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Entering Unmasked Estep 
Score: -1343958.125000 Penalty: 2282.522217
	Iteration 0F: 2 clusters Score -1343958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1336351.750000 Penalty: 4565.044434
	Iteration 0F: 3 clusters Score -1336352 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1338645.750000 Penalty: 4565.044434
	Iteration 1F: 3 clusters Score -1338646 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1339122.750000 Penalty: 4565.044434
	Iteration 2F: 3 clusters Score -1339123 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1339480.250000 Penalty: 4565.044434
	Iteration 3F: 3 clusters Score -1339480 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1339784.375000 Penalty: 4565.044434
	Iteration 4F: 3 clusters Score -1339784 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1340091.750000 Penalty: 4565.044434
	Iteration 5F: 3 clusters Score -1340092 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1340410.750000 Penalty: 4565.044434
	Iteration 6F: 3 clusters Score -1340411 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1340779.125000 Penalty: 4565.044434
	Iteration 7F: 3 clusters Score -1340779 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1341115.000000 Penalty: 4565.044434
	Iteration 8F: 3 clusters Score -1341115 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1341397.625000 Penalty: 4565.044434
	Iteration 9Q: 3 clusters Score -1341398 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1341655.125000 Penalty: 4565.044434
	Iteration 10Q: 3 clusters Score -1341655 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1341858.125000 Penalty: 4565.044434
	Iteration 11Q: 3 clusters Score -1341858 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1342020.375000 Penalty: 4565.044434
	Iteration 12Q: 3 clusters Score -1342020 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1342150.875000 Penalty: 4565.044434
	Iteration 13Q: 3 clusters Score -1342151 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1342258.125000 Penalty: 4565.044434
	Iteration 14Q: 3 clusters Score -1342258 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1342346.125000 Penalty: 4565.044434
	Iteration 15Q: 3 clusters Score -1342346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1342420.375000 Penalty: 4565.044434
	Iteration 16Q: 3 clusters Score -1342420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1342479.500000 Penalty: 4565.044434
	Iteration 17Q: 3 clusters Score -1342480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1342527.750000 Penalty: 4565.044434
	Iteration 18Q: 3 clusters Score -1342528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1342563.250000 Penalty: 4565.044434
	Iteration 19Q: 3 clusters Score -1342563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1342596.625000 Penalty: 4565.044434
	Iteration 20F: 3 clusters Score -1342597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1342615.250000 Penalty: 4565.044434
	Iteration 21Q: 3 clusters Score -1342615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1342642.375000 Penalty: 4565.044434
	Iteration 22Q: 3 clusters Score -1342642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1342655.000000 Penalty: 4565.044434
	Iteration 23Q: 3 clusters Score -1342655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1342661.000000 Penalty: 4565.044434
	Iteration 24Q: 3 clusters Score -1342661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1342664.000000 Penalty: 4565.044434
	Iteration 25Q: 3 clusters Score -1342664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1342667.750000 Penalty: 4565.044434
	Iteration 26Q: 3 clusters Score -1342668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1342672.500000 Penalty: 4565.044434
	Iteration 27Q: 3 clusters Score -1342672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1342676.500000 Penalty: 4565.044434
	Iteration 28Q: 3 clusters Score -1342676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1342678.750000 Penalty: 4565.044434
	Iteration 29Q: 3 clusters Score -1342679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1342681.750000 Penalty: 4565.044434
	Iteration 30Q: 3 clusters Score -1342682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1342687.125000 Penalty: 4565.044434
	Iteration 31Q: 3 clusters Score -1342687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1342684.875000 Penalty: 4565.044434
	Iteration 32Q: 3 clusters Score -1342685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1342684.875000 Penalty: 4565.044434
	Iteration 33F: 3 clusters Score -1342685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Entering Unmasked Estep 
Score: -5652592.500000 Penalty: 2648.402832
	Iteration 0F: 2 clusters Score -5652592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5623098.000000 Penalty: 5296.805664
	Iteration 0F: 3 clusters Score -5623098 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5634124.500000 Penalty: 5296.805664
	Iteration 1F: 3 clusters Score -5634124 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -5634614.500000 Penalty: 5296.805664
	Iteration 2Q: 3 clusters Score -5634614 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5635096.500000 Penalty: 5296.805664
	Iteration 3Q: 3 clusters Score -5635096 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -5635598.000000 Penalty: 5296.805664
	Iteration 4Q: 3 clusters Score -5635598 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5636242.500000 Penalty: 5296.805664
	Iteration 5Q: 3 clusters Score -5636242 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -5637068.000000 Penalty: 5296.805664
	Iteration 6Q: 3 clusters Score -5637068 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5638172.500000 Penalty: 5296.805664
	Iteration 7F: 3 clusters Score -5638172 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -5639656.000000 Penalty: 5296.805664
	Iteration 8F: 3 clusters Score -5639656 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -5641157.500000 Penalty: 5296.805664
	Iteration 9F: 3 clusters Score -5641158 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -5642434.500000 Penalty: 5296.805664
	Iteration 10F: 3 clusters Score -5642434 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -5643318.500000 Penalty: 5296.805664
	Iteration 11Q: 3 clusters Score -5643318 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5643792.000000 Penalty: 5296.805664
	Iteration 12Q: 3 clusters Score -5643792 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -5644086.500000 Penalty: 5296.805664
	Iteration 13Q: 3 clusters Score -5644086 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -5644304.000000 Penalty: 5296.805664
	Iteration 14Q: 3 clusters Score -5644304 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -5644394.500000 Penalty: 5296.805664
	Iteration 15Q: 3 clusters Score -5644394 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -5644473.500000 Penalty: 5296.805664
	Iteration 16Q: 3 clusters Score -5644474 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -5644537.000000 Penalty: 5296.805664
	Iteration 17Q: 3 clusters Score -5644537 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -5644643.500000 Penalty: 5296.805664
	Iteration 18Q: 3 clusters Score -5644644 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -5644709.500000 Penalty: 5296.805664
	Iteration 19Q: 3 clusters Score -5644710 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -5644839.500000 Penalty: 5296.805664
	Iteration 20F: 3 clusters Score -5644840 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -5644941.500000 Penalty: 5296.805664
	Iteration 21Q: 3 clusters Score -5644942 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -5645070.500000 Penalty: 5296.805664
	Iteration 22Q: 3 clusters Score -5645070 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -5645240.500000 Penalty: 5296.805664
	Iteration 23Q: 3 clusters Score -5645240 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -5645455.500000 Penalty: 5296.805664
	Iteration 24Q: 3 clusters Score -5645456 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5645799.000000 Penalty: 5296.805664
	Iteration 25Q: 3 clusters Score -5645799 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5646255.500000 Penalty: 5296.805664
	Iteration 26Q: 3 clusters Score -5646256 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5646905.500000 Penalty: 5296.805664
	Iteration 27Q: 3 clusters Score -5646906 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5647802.500000 Penalty: 5296.805664
	Iteration 28Q: 3 clusters Score -5647802 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5648763.500000 Penalty: 5296.805664
	Iteration 29Q: 3 clusters Score -5648764 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5649536.500000 Penalty: 5296.805664
	Iteration 30Q: 3 clusters Score -5649536 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5649911.000000 Penalty: 5296.805664
	Iteration 31Q: 3 clusters Score -5649911 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5650085.000000 Penalty: 5296.805664
	Iteration 32Q: 3 clusters Score -5650085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5650173.000000 Penalty: 5296.805664
	Iteration 33Q: 3 clusters Score -5650173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5650220.500000 Penalty: 5296.805664
	Iteration 34Q: 3 clusters Score -5650220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5650247.000000 Penalty: 5296.805664
	Iteration 35Q: 3 clusters Score -5650247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5650275.000000 Penalty: 5296.805664
	Iteration 36Q: 3 clusters Score -5650275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5650272.000000 Penalty: 5296.805664
	Iteration 37Q: 3 clusters Score -5650272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5650272.000000 Penalty: 5296.805664
	Iteration 38Q: 3 clusters Score -5650272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5650273.500000 Penalty: 5296.805664
	Iteration 39Q: 3 clusters Score -5650274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5650278.000000 Penalty: 5296.805664
	Iteration 40F: 3 clusters Score -5650278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5650280.500000 Penalty: 5296.805664
	Iteration 41Q: 3 clusters Score -5650280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5650287.500000 Penalty: 5296.805664
	Iteration 42Q: 3 clusters Score -5650288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5650293.500000 Penalty: 5296.805664
	Iteration 43Q: 3 clusters Score -5650294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5650298.500000 Penalty: 5296.805664
	Iteration 44Q: 3 clusters Score -5650298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5650302.000000 Penalty: 5296.805664
	Iteration 45Q: 3 clusters Score -5650302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5650305.000000 Penalty: 5296.805664
	Iteration 46Q: 3 clusters Score -5650305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5650308.500000 Penalty: 5296.805664
	Iteration 47Q: 3 clusters Score -5650308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5650308.000000 Penalty: 5296.805664
	Iteration 48Q: 3 clusters Score -5650308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5650313.000000 Penalty: 5296.805664
	Iteration 49Q: 3 clusters Score -5650313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5650313.000000 Penalty: 5296.805664
	Iteration 50F: 3 clusters Score -5650313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -25944.609375 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -25944.61 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 137 members 
Entering Unmasked Estep 
Score: -24698.421875 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -24698.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24891.353516 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -24891.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25006.193359 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -25006.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25085.216797 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -25085.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25158.892578 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -25158.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25232.683594 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -25232.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25255.050781 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -25255.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25264.839844 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -25264.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25264.839844 Penalty: 2776.817383
	Iteration 8F: 3 clusters Score -25264.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208892 members 
Entering Unmasked Estep 
Score: -27727802.000000 Penalty: 3037.894043
	Iteration 0F: 2 clusters Score -2.77278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -27594210.000000 Penalty: 6075.788086
	Iteration 0F: 3 clusters Score -2.759421e+07 nChanged 100256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -27654334.000000 Penalty: 6075.788086
	Iteration 1F: 3 clusters Score -2.765433e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -27656362.000000 Penalty: 6075.788086
	Iteration 2Q: 3 clusters Score -2.765636e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117284 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -27660020.000000 Penalty: 6075.788086
	Iteration 3Q: 3 clusters Score -2.766002e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124135 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -27665936.000000 Penalty: 6075.788086
	Iteration 4F: 3 clusters Score -2.766594e+07 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133551 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -27675114.000000 Penalty: 6075.788086
	Iteration 5F: 3 clusters Score -2.767511e+07 nChanged 15295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144530 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -27687404.000000 Penalty: 6075.788086
	Iteration 6F: 3 clusters Score -2.76874e+07 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -27700434.000000 Penalty: 6075.788086
	Iteration 7F: 3 clusters Score -2.770043e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162133 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -27711516.000000 Penalty: 6075.788086
	Iteration 8F: 3 clusters Score -2.771152e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166510 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -27717398.000000 Penalty: 6075.788086
	Iteration 9Q: 3 clusters Score -2.77174e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169707 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -27719980.000000 Penalty: 6075.788086
	Iteration 10Q: 3 clusters Score -2.771998e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172499 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -27721606.000000 Penalty: 6075.788086
	Iteration 11Q: 3 clusters Score -2.772161e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175049 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -27722742.000000 Penalty: 6075.788086
	Iteration 12Q: 3 clusters Score -2.772274e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177381 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -27723532.000000 Penalty: 6075.788086
	Iteration 13Q: 3 clusters Score -2.772353e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179572 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -27724194.000000 Penalty: 6075.788086
	Iteration 14Q: 3 clusters Score -2.772419e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181541 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -27724736.000000 Penalty: 6075.788086
	Iteration 15Q: 3 clusters Score -2.772474e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -27725164.000000 Penalty: 6075.788086
	Iteration 16Q: 3 clusters Score -2.772516e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184910 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -27725538.000000 Penalty: 6075.788086
	Iteration 17Q: 3 clusters Score -2.772554e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186375 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -27725756.000000 Penalty: 6075.788086
	Iteration 18Q: 3 clusters Score -2.772576e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187751 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -27726024.000000 Penalty: 6075.788086
	Iteration 19Q: 3 clusters Score -2.772602e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189047 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -27726220.000000 Penalty: 6075.788086
	Iteration 20F: 3 clusters Score -2.772622e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190221 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -27726342.000000 Penalty: 6075.788086
	Iteration 21Q: 3 clusters Score -2.772634e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191246 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -27726478.000000 Penalty: 6075.788086
	Iteration 22Q: 3 clusters Score -2.772648e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192191 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -27726492.000000 Penalty: 6075.788086
	Iteration 23Q: 3 clusters Score -2.772649e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193066 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -27726608.000000 Penalty: 6075.788086
	Iteration 24Q: 3 clusters Score -2.772661e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193926 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -27726768.000000 Penalty: 6075.788086
	Iteration 25Q: 3 clusters Score -2.772677e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194712 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -27726740.000000 Penalty: 6075.788086
	Iteration 26Q: 3 clusters Score -2.772674e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195454 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -27726600.000000 Penalty: 6075.788086
	Iteration 27Q: 3 clusters Score -2.77266e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196182 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -27726530.000000 Penalty: 6075.788086
	Iteration 28Q: 3 clusters Score -2.772653e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196858 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -27726502.000000 Penalty: 6075.788086
	Iteration 29Q: 3 clusters Score -2.77265e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197486 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -27726494.000000 Penalty: 6075.788086
	Iteration 30Q: 3 clusters Score -2.772649e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198061 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -27726514.000000 Penalty: 6075.788086
	Iteration 31Q: 3 clusters Score -2.772651e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198575 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -27726480.000000 Penalty: 6075.788086
	Iteration 32Q: 3 clusters Score -2.772648e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199056 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -27726338.000000 Penalty: 6075.788086
	Iteration 33Q: 3 clusters Score -2.772634e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199509 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -27726314.000000 Penalty: 6075.788086
	Iteration 34Q: 3 clusters Score -2.772631e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199925 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -27726294.000000 Penalty: 6075.788086
	Iteration 35Q: 3 clusters Score -2.772629e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200313 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -27726282.000000 Penalty: 6075.788086
	Iteration 36Q: 3 clusters Score -2.772628e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200674 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -27726236.000000 Penalty: 6075.788086
	Iteration 37Q: 3 clusters Score -2.772624e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201016 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -27726264.000000 Penalty: 6075.788086
	Iteration 38Q: 3 clusters Score -2.772626e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201369 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -27726240.000000 Penalty: 6075.788086
	Iteration 39Q: 3 clusters Score -2.772624e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201707 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -27726278.000000 Penalty: 6075.788086
	Iteration 40F: 3 clusters Score -2.772628e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202033 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -27726348.000000 Penalty: 6075.788086
	Iteration 41Q: 3 clusters Score -2.772635e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202347 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -27726288.000000 Penalty: 6075.788086
	Iteration 42Q: 3 clusters Score -2.772629e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202636 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -27726246.000000 Penalty: 6075.788086
	Iteration 43Q: 3 clusters Score -2.772625e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202892 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -27726260.000000 Penalty: 6075.788086
	Iteration 44Q: 3 clusters Score -2.772626e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203130 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -27726256.000000 Penalty: 6075.788086
	Iteration 45Q: 3 clusters Score -2.772626e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203347 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -27726258.000000 Penalty: 6075.788086
	Iteration 46Q: 3 clusters Score -2.772626e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203550 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -27726278.000000 Penalty: 6075.788086
	Iteration 47Q: 3 clusters Score -2.772628e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203749 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -27726294.000000 Penalty: 6075.788086
	Iteration 48Q: 3 clusters Score -2.772629e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203920 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -27726278.000000 Penalty: 6075.788086
	Iteration 49Q: 3 clusters Score -2.772628e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204079 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -27726276.000000 Penalty: 6075.788086
	Iteration 50Q: 3 clusters Score -2.772628e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204228 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -27726220.000000 Penalty: 6075.788086
	Iteration 51Q: 3 clusters Score -2.772622e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204355 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -27726252.000000 Penalty: 6075.788086
	Iteration 52Q: 3 clusters Score -2.772625e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204476 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -27726246.000000 Penalty: 6075.788086
	Iteration 53Q: 3 clusters Score -2.772625e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204608 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -27726194.000000 Penalty: 6075.788086
	Iteration 54Q: 3 clusters Score -2.772619e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204732 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -27726140.000000 Penalty: 6075.788086
	Iteration 55Q: 3 clusters Score -2.772614e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204870 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -27726146.000000 Penalty: 6075.788086
	Iteration 56Q: 3 clusters Score -2.772615e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204998 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -27726144.000000 Penalty: 6075.788086
	Iteration 57Q: 3 clusters Score -2.772614e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205119 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -27726184.000000 Penalty: 6075.788086
	Iteration 58Q: 3 clusters Score -2.772618e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205232 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -27726200.000000 Penalty: 6075.788086
	Iteration 59Q: 3 clusters Score -2.77262e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205335 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -27726228.000000 Penalty: 6075.788086
	Iteration 60F: 3 clusters Score -2.772623e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205437 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -27726186.000000 Penalty: 6075.788086
	Iteration 61Q: 3 clusters Score -2.772619e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205542 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -27726198.000000 Penalty: 6075.788086
	Iteration 62Q: 3 clusters Score -2.77262e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205644 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -27726198.000000 Penalty: 6075.788086
	Iteration 63Q: 3 clusters Score -2.77262e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205756 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -27726226.000000 Penalty: 6075.788086
	Iteration 64Q: 3 clusters Score -2.772623e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205842 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -27726178.000000 Penalty: 6075.788086
	Iteration 65Q: 3 clusters Score -2.772618e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205912 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -27726154.000000 Penalty: 6075.788086
	Iteration 66Q: 3 clusters Score -2.772615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205967 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -27726144.000000 Penalty: 6075.788086
	Iteration 67Q: 3 clusters Score -2.772614e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206014 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -27726136.000000 Penalty: 6075.788086
	Iteration 68Q: 3 clusters Score -2.772614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206051 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -27726118.000000 Penalty: 6075.788086
	Iteration 69Q: 3 clusters Score -2.772612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206089 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -27726124.000000 Penalty: 6075.788086
	Iteration 70Q: 3 clusters Score -2.772612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206126 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -27726118.000000 Penalty: 6075.788086
	Iteration 71Q: 3 clusters Score -2.772612e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206160 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -27726134.000000 Penalty: 6075.788086
	Iteration 72Q: 3 clusters Score -2.772613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206190 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -27726120.000000 Penalty: 6075.788086
	Iteration 73Q: 3 clusters Score -2.772612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206218 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -27726120.000000 Penalty: 6075.788086
	Iteration 74Q: 3 clusters Score -2.772612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206250 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -27726122.000000 Penalty: 6075.788086
	Iteration 75Q: 3 clusters Score -2.772612e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206292 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -27726122.000000 Penalty: 6075.788086
	Iteration 76Q: 3 clusters Score -2.772612e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206326 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -27726096.000000 Penalty: 6075.788086
	Iteration 77Q: 3 clusters Score -2.77261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206352 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -27726116.000000 Penalty: 6075.788086
	Iteration 78Q: 3 clusters Score -2.772612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206378 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -27726114.000000 Penalty: 6075.788086
	Iteration 79Q: 3 clusters Score -2.772611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206397 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -27726118.000000 Penalty: 6075.788086
	Iteration 80F: 3 clusters Score -2.772612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206417 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -27726138.000000 Penalty: 6075.788086
	Iteration 81Q: 3 clusters Score -2.772614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206447 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -27726120.000000 Penalty: 6075.788086
	Iteration 82Q: 3 clusters Score -2.772612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206471 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -27726124.000000 Penalty: 6075.788086
	Iteration 83Q: 3 clusters Score -2.772612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206496 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -27726126.000000 Penalty: 6075.788086
	Iteration 84Q: 3 clusters Score -2.772613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206512 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -27726116.000000 Penalty: 6075.788086
	Iteration 85Q: 3 clusters Score -2.772612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206524 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -27726102.000000 Penalty: 6075.788086
	Iteration 86Q: 3 clusters Score -2.77261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206533 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -27726100.000000 Penalty: 6075.788086
	Iteration 87Q: 3 clusters Score -2.77261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206539 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -27726122.000000 Penalty: 6075.788086
	Iteration 88Q: 3 clusters Score -2.772612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206545 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -27726108.000000 Penalty: 6075.788086
	Iteration 89Q: 3 clusters Score -2.772611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206550 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -27726100.000000 Penalty: 6075.788086
	Iteration 90Q: 3 clusters Score -2.77261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206551 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -27726098.000000 Penalty: 6075.788086
	Iteration 91Q: 3 clusters Score -2.77261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206553 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -27726102.000000 Penalty: 6075.788086
	Iteration 92Q: 3 clusters Score -2.77261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206555 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -27726098.000000 Penalty: 6075.788086
	Iteration 93Q: 3 clusters Score -2.77261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206557 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -27726104.000000 Penalty: 6075.788086
	Iteration 94Q: 3 clusters Score -2.77261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206561 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -27726090.000000 Penalty: 6075.788086
	Iteration 95Q: 3 clusters Score -2.772609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206567 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -27726100.000000 Penalty: 6075.788086
	Iteration 96Q: 3 clusters Score -2.77261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206577 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -27726102.000000 Penalty: 6075.788086
	Iteration 97Q: 3 clusters Score -2.77261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206583 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -27726108.000000 Penalty: 6075.788086
	Iteration 98Q: 3 clusters Score -2.772611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206588 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -27726090.000000 Penalty: 6075.788086
	Iteration 99Q: 3 clusters Score -2.772609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206591 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -27726070.000000 Penalty: 6075.788086
	Iteration 100F: 3 clusters Score -2.772607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206596 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -27726092.000000 Penalty: 6075.788086
	Iteration 101Q: 3 clusters Score -2.772609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206603 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -27726080.000000 Penalty: 6075.788086
	Iteration 102Q: 3 clusters Score -2.772608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206608 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -27726076.000000 Penalty: 6075.788086
	Iteration 103Q: 3 clusters Score -2.772608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206612 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -27726086.000000 Penalty: 6075.788086
	Iteration 104Q: 3 clusters Score -2.772609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206614 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -27726074.000000 Penalty: 6075.788086
	Iteration 105Q: 3 clusters Score -2.772607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206616 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -27726068.000000 Penalty: 6075.788086
	Iteration 106Q: 3 clusters Score -2.772607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206617 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -27726066.000000 Penalty: 6075.788086
	Iteration 107Q: 3 clusters Score -2.772607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206621 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -27726070.000000 Penalty: 6075.788086
	Iteration 108Q: 3 clusters Score -2.772607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206625 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -27726064.000000 Penalty: 6075.788086
	Iteration 109Q: 3 clusters Score -2.772606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206628 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -27726064.000000 Penalty: 6075.788086
	Iteration 110Q: 3 clusters Score -2.772606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206628 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -27726064.000000 Penalty: 6075.788086
	Iteration 111F: 3 clusters Score -2.772606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Entering Unmasked Estep 
Score: -1599806.125000 Penalty: 2351.924805
	Iteration 0F: 2 clusters Score -1599806 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 6591 members 
Entering Unmasked Estep 
Score: -1590128.750000 Penalty: 4703.849609
	Iteration 0F: 3 clusters Score -1590129 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1593134.500000 Penalty: 4703.849609
	Iteration 1F: 3 clusters Score -1593134 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1593513.375000 Penalty: 4703.849609
	Iteration 2F: 3 clusters Score -1593513 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1593800.625000 Penalty: 4703.849609
	Iteration 3Q: 3 clusters Score -1593801 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1594024.375000 Penalty: 4703.849609
	Iteration 4Q: 3 clusters Score -1594024 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1594211.000000 Penalty: 4703.849609
	Iteration 5Q: 3 clusters Score -1594211 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1594376.125000 Penalty: 4703.849609
	Iteration 6Q: 3 clusters Score -1594376 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1594539.500000 Penalty: 4703.849609
	Iteration 7Q: 3 clusters Score -1594540 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1594732.000000 Penalty: 4703.849609
	Iteration 8Q: 3 clusters Score -1594732 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1594997.125000 Penalty: 4703.849609
	Iteration 9Q: 3 clusters Score -1594997 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1595333.375000 Penalty: 4703.849609
	Iteration 10Q: 3 clusters Score -1595333 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1595795.500000 Penalty: 4703.849609
	Iteration 11Q: 3 clusters Score -1595796 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1596357.375000 Penalty: 4703.849609
	Iteration 12F: 3 clusters Score -1596357 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1596998.500000 Penalty: 4703.849609
	Iteration 13F: 3 clusters Score -1596998 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1597534.375000 Penalty: 4703.849609
	Iteration 14Q: 3 clusters Score -1597534 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1597877.500000 Penalty: 4703.849609
	Iteration 15Q: 3 clusters Score -1597878 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1598080.500000 Penalty: 4703.849609
	Iteration 16Q: 3 clusters Score -1598080 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1598202.625000 Penalty: 4703.849609
	Iteration 17Q: 3 clusters Score -1598203 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1598256.875000 Penalty: 4703.849609
	Iteration 18Q: 3 clusters Score -1598257 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1598293.875000 Penalty: 4703.849609
	Iteration 19Q: 3 clusters Score -1598294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1598313.125000 Penalty: 4703.849609
	Iteration 20F: 3 clusters Score -1598313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1598333.875000 Penalty: 4703.849609
	Iteration 21Q: 3 clusters Score -1598334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1598357.250000 Penalty: 4703.849609
	Iteration 22Q: 3 clusters Score -1598357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1598375.125000 Penalty: 4703.849609
	Iteration 23Q: 3 clusters Score -1598375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1598385.000000 Penalty: 4703.849609
	Iteration 24Q: 3 clusters Score -1598385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1598397.375000 Penalty: 4703.849609
	Iteration 25Q: 3 clusters Score -1598397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1598409.250000 Penalty: 4703.849609
	Iteration 26Q: 3 clusters Score -1598409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1598421.375000 Penalty: 4703.849609
	Iteration 27Q: 3 clusters Score -1598421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1598428.625000 Penalty: 4703.849609
	Iteration 28Q: 3 clusters Score -1598429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1598433.000000 Penalty: 4703.849609
	Iteration 29Q: 3 clusters Score -1598433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1598441.125000 Penalty: 4703.849609
	Iteration 30Q: 3 clusters Score -1598441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1598446.750000 Penalty: 4703.849609
	Iteration 31Q: 3 clusters Score -1598447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1598456.125000 Penalty: 4703.849609
	Iteration 32Q: 3 clusters Score -1598456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1598460.625000 Penalty: 4703.849609
	Iteration 33Q: 3 clusters Score -1598461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1598464.375000 Penalty: 4703.849609
	Iteration 34Q: 3 clusters Score -1598464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1598470.250000 Penalty: 4703.849609
	Iteration 35Q: 3 clusters Score -1598470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1598470.375000 Penalty: 4703.849609
	Iteration 36Q: 3 clusters Score -1598470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1598473.000000 Penalty: 4703.849609
	Iteration 37Q: 3 clusters Score -1598473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1598475.375000 Penalty: 4703.849609
	Iteration 38Q: 3 clusters Score -1598475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1598475.125000 Penalty: 4703.849609
	Iteration 39Q: 3 clusters Score -1598475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1598478.125000 Penalty: 4703.849609
	Iteration 40F: 3 clusters Score -1598478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1598476.125000 Penalty: 4703.849609
	Iteration 41Q: 3 clusters Score -1598476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1598477.875000 Penalty: 4703.849609
	Iteration 42Q: 3 clusters Score -1598478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1598479.125000 Penalty: 4703.849609
	Iteration 43Q: 3 clusters Score -1598479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1598479.125000 Penalty: 4703.849609
	Iteration 44Q: 3 clusters Score -1598479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1598479.125000 Penalty: 4703.849609
	Iteration 45F: 3 clusters Score -1598479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Entering Unmasked Estep 
Score: -6961783.500000 Penalty: 2693.617676
	Iteration 0F: 2 clusters Score -6961784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -6926453.500000 Penalty: 5387.235352
	Iteration 0F: 3 clusters Score -6926454 nChanged 24189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6939954.000000 Penalty: 5387.235352
	Iteration 1F: 3 clusters Score -6939954 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6940465.000000 Penalty: 5387.235352
	Iteration 2Q: 3 clusters Score -6940465 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -6941039.500000 Penalty: 5387.235352
	Iteration 3Q: 3 clusters Score -6941040 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -6941846.000000 Penalty: 5387.235352
	Iteration 4Q: 3 clusters Score -6941846 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -6943058.000000 Penalty: 5387.235352
	Iteration 5Q: 3 clusters Score -6943058 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -6945001.500000 Penalty: 5387.235352
	Iteration 6F: 3 clusters Score -6945002 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -6948058.500000 Penalty: 5387.235352
	Iteration 7F: 3 clusters Score -6948058 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -6951942.000000 Penalty: 5387.235352
	Iteration 8F: 3 clusters Score -6951942 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -6955680.500000 Penalty: 5387.235352
	Iteration 9F: 3 clusters Score -6955680 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -6957887.500000 Penalty: 5387.235352
	Iteration 10Q: 3 clusters Score -6957888 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -6958798.000000 Penalty: 5387.235352
	Iteration 11Q: 3 clusters Score -6958798 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -6959097.000000 Penalty: 5387.235352
	Iteration 12Q: 3 clusters Score -6959097 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -6959220.500000 Penalty: 5387.235352
	Iteration 13Q: 3 clusters Score -6959220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -6959299.000000 Penalty: 5387.235352
	Iteration 14Q: 3 clusters Score -6959299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -6959348.500000 Penalty: 5387.235352
	Iteration 15Q: 3 clusters Score -6959348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -6959379.500000 Penalty: 5387.235352
	Iteration 16Q: 3 clusters Score -6959380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -6959404.000000 Penalty: 5387.235352
	Iteration 17Q: 3 clusters Score -6959404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -6959414.500000 Penalty: 5387.235352
	Iteration 18Q: 3 clusters Score -6959414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6959427.000000 Penalty: 5387.235352
	Iteration 19Q: 3 clusters Score -6959427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6959431.500000 Penalty: 5387.235352
	Iteration 20F: 3 clusters Score -6959432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6959428.000000 Penalty: 5387.235352
	Iteration 21Q: 3 clusters Score -6959428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -6959435.000000 Penalty: 5387.235352
	Iteration 22Q: 3 clusters Score -6959435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -6959435.000000 Penalty: 5387.235352
	Iteration 23F: 3 clusters Score -6959435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Entering Unmasked Estep 
Score: -4876794.500000 Penalty: 2603.477051
	Iteration 0F: 2 clusters Score -4876794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4852170.500000 Penalty: 5206.954102
	Iteration 0F: 3 clusters Score -4852170 nChanged 16524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4861204.000000 Penalty: 5206.954102
	Iteration 1F: 3 clusters Score -4861204 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4861732.000000 Penalty: 5206.954102
	Iteration 2Q: 3 clusters Score -4861732 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4862112.000000 Penalty: 5206.954102
	Iteration 3Q: 3 clusters Score -4862112 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -4862492.500000 Penalty: 5206.954102
	Iteration 4Q: 3 clusters Score -4862492 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -4862839.000000 Penalty: 5206.954102
	Iteration 5Q: 3 clusters Score -4862839 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4863143.000000 Penalty: 5206.954102
	Iteration 6Q: 3 clusters Score -4863143 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4863469.500000 Penalty: 5206.954102
	Iteration 7Q: 3 clusters Score -4863470 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4863838.000000 Penalty: 5206.954102
	Iteration 8Q: 3 clusters Score -4863838 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4864207.000000 Penalty: 5206.954102
	Iteration 9Q: 3 clusters Score -4864207 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4864605.000000 Penalty: 5206.954102
	Iteration 10Q: 3 clusters Score -4864605 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4865106.500000 Penalty: 5206.954102
	Iteration 11Q: 3 clusters Score -4865106 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -4865849.000000 Penalty: 5206.954102
	Iteration 12Q: 3 clusters Score -4865849 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4866767.500000 Penalty: 5206.954102
	Iteration 13Q: 3 clusters Score -4866768 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4867766.500000 Penalty: 5206.954102
	Iteration 14Q: 3 clusters Score -4867766 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4868555.000000 Penalty: 5206.954102
	Iteration 15Q: 3 clusters Score -4868555 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4868977.000000 Penalty: 5206.954102
	Iteration 16Q: 3 clusters Score -4868977 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -4869265.500000 Penalty: 5206.954102
	Iteration 17Q: 3 clusters Score -4869266 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4869441.000000 Penalty: 5206.954102
	Iteration 18Q: 3 clusters Score -4869441 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -4869589.500000 Penalty: 5206.954102
	Iteration 19Q: 3 clusters Score -4869590 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4869734.500000 Penalty: 5206.954102
	Iteration 20F: 3 clusters Score -4869734 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -4869858.000000 Penalty: 5206.954102
	Iteration 21Q: 3 clusters Score -4869858 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4870045.000000 Penalty: 5206.954102
	Iteration 22Q: 3 clusters Score -4870045 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4870238.500000 Penalty: 5206.954102
	Iteration 23Q: 3 clusters Score -4870238 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -4870401.000000 Penalty: 5206.954102
	Iteration 24Q: 3 clusters Score -4870401 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4870556.000000 Penalty: 5206.954102
	Iteration 25Q: 3 clusters Score -4870556 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -4870711.000000 Penalty: 5206.954102
	Iteration 26Q: 3 clusters Score -4870711 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -4870880.000000 Penalty: 5206.954102
	Iteration 27Q: 3 clusters Score -4870880 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4871013.500000 Penalty: 5206.954102
	Iteration 28Q: 3 clusters Score -4871014 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -4871159.000000 Penalty: 5206.954102
	Iteration 29Q: 3 clusters Score -4871159 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4871336.500000 Penalty: 5206.954102
	Iteration 30Q: 3 clusters Score -4871336 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -4871509.500000 Penalty: 5206.954102
	Iteration 31Q: 3 clusters Score -4871510 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4871683.000000 Penalty: 5206.954102
	Iteration 32Q: 3 clusters Score -4871683 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4871851.500000 Penalty: 5206.954102
	Iteration 33Q: 3 clusters Score -4871852 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4872016.500000 Penalty: 5206.954102
	Iteration 34Q: 3 clusters Score -4872016 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4872200.000000 Penalty: 5206.954102
	Iteration 35Q: 3 clusters Score -4872200 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -4872403.000000 Penalty: 5206.954102
	Iteration 36Q: 3 clusters Score -4872403 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -4872602.500000 Penalty: 5206.954102
	Iteration 37Q: 3 clusters Score -4872602 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4872806.500000 Penalty: 5206.954102
	Iteration 38Q: 3 clusters Score -4872806 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4873029.000000 Penalty: 5206.954102
	Iteration 39Q: 3 clusters Score -4873029 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4873211.000000 Penalty: 5206.954102
	Iteration 40F: 3 clusters Score -4873211 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4873387.500000 Penalty: 5206.954102
	Iteration 41Q: 3 clusters Score -4873388 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -4873525.500000 Penalty: 5206.954102
	Iteration 42Q: 3 clusters Score -4873526 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4873682.500000 Penalty: 5206.954102
	Iteration 43Q: 3 clusters Score -4873682 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4873841.500000 Penalty: 5206.954102
	Iteration 44Q: 3 clusters Score -4873842 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4873964.000000 Penalty: 5206.954102
	Iteration 45Q: 3 clusters Score -4873964 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4874075.500000 Penalty: 5206.954102
	Iteration 46Q: 3 clusters Score -4874076 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4874178.500000 Penalty: 5206.954102
	Iteration 47Q: 3 clusters Score -4874178 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4874259.000000 Penalty: 5206.954102
	Iteration 48Q: 3 clusters Score -4874259 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4874322.000000 Penalty: 5206.954102
	Iteration 49Q: 3 clusters Score -4874322 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4874359.500000 Penalty: 5206.954102
	Iteration 50Q: 3 clusters Score -4874360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -4874396.500000 Penalty: 5206.954102
	Iteration 51Q: 3 clusters Score -4874396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4874436.500000 Penalty: 5206.954102
	Iteration 52Q: 3 clusters Score -4874436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4874474.500000 Penalty: 5206.954102
	Iteration 53Q: 3 clusters Score -4874474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4874524.500000 Penalty: 5206.954102
	Iteration 54Q: 3 clusters Score -4874524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4874546.000000 Penalty: 5206.954102
	Iteration 55Q: 3 clusters Score -4874546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4874564.500000 Penalty: 5206.954102
	Iteration 56Q: 3 clusters Score -4874564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4874580.000000 Penalty: 5206.954102
	Iteration 57Q: 3 clusters Score -4874580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4874595.000000 Penalty: 5206.954102
	Iteration 58Q: 3 clusters Score -4874595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -4874603.500000 Penalty: 5206.954102
	Iteration 59Q: 3 clusters Score -4874604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -4874606.500000 Penalty: 5206.954102
	Iteration 60F: 3 clusters Score -4874606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4874602.500000 Penalty: 5206.954102
	Iteration 61Q: 3 clusters Score -4874602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -4874618.000000 Penalty: 5206.954102
	Iteration 62Q: 3 clusters Score -4874618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4874617.500000 Penalty: 5206.954102
	Iteration 63Q: 3 clusters Score -4874618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -4874626.500000 Penalty: 5206.954102
	Iteration 64Q: 3 clusters Score -4874626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -4874628.500000 Penalty: 5206.954102
	Iteration 65Q: 3 clusters Score -4874628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4874635.000000 Penalty: 5206.954102
	Iteration 66Q: 3 clusters Score -4874635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4874632.500000 Penalty: 5206.954102
	Iteration 67Q: 3 clusters Score -4874632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -4874631.500000 Penalty: 5206.954102
	Iteration 68Q: 3 clusters Score -4874632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4874633.000000 Penalty: 5206.954102
	Iteration 69Q: 3 clusters Score -4874633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4874630.500000 Penalty: 5206.954102
	Iteration 70Q: 3 clusters Score -4874630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4874630.500000 Penalty: 5206.954102
	Iteration 71F: 3 clusters Score -4874630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -269635.843750 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -269635.8 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 1008 members 
Entering Unmasked Estep 
Score: -266946.156250 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -266946.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -267380.625000 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -267380.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -267511.937500 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -267511.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267594.687500 Penalty: 3784.708740
	Iteration 3F: 3 clusters Score -267594.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -267640.656250 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -267640.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -267669.406250 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -267669.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -267685.906250 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -267685.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -267705.000000 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -267705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -267721.218750 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -267721.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -267737.062500 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -267737.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -267746.500000 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -267746.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -267757.843750 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -267757.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -267765.437500 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -267765.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -267777.843750 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -267777.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -267785.906250 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -267785.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -267793.062500 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -267793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -267803.562500 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -267803.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -267811.687500 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -267811.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -267819.218750 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -267819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -267821.312500 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -267821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -267823.468750 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -267823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -267825.531250 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -267825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -267826.718750 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -267826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -267828.968750 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -267829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -267832.468750 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -267832.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -267835.531250 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -267835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -267837.468750 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -267837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -267840.656250 Penalty: 3784.708740
	Iteration 27Q: 3 clusters Score -267840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -267841.906250 Penalty: 3784.708740
	Iteration 28Q: 3 clusters Score -267841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -267843.531250 Penalty: 3784.708740
	Iteration 29Q: 3 clusters Score -267843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -267844.343750 Penalty: 3784.708740
	Iteration 30Q: 3 clusters Score -267844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -267844.343750 Penalty: 3784.708740
	Iteration 31F: 3 clusters Score -267844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -21300.865234 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -21300.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20259.517578 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -20259.52 nChanged 25
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: -20412.162109 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -20412.16 nChanged 7
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: -20457.914062 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -20457.91 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: -20467.974609 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -20467.97 nChanged 0
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: -20467.974609 Penalty: 2666.138184
	Iteration 4F: 3 clusters Score -20467.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Entering Unmasked Estep 
Score: -4262868.000000 Penalty: 2590.251221
	Iteration 0F: 2 clusters Score -4262868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4239569.500000 Penalty: 5180.502441
	Iteration 0F: 3 clusters Score -4239570 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4248035.500000 Penalty: 5180.502441
	Iteration 1F: 3 clusters Score -4248036 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4248512.000000 Penalty: 5180.502441
	Iteration 2Q: 3 clusters Score -4248512 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4248902.000000 Penalty: 5180.502441
	Iteration 3Q: 3 clusters Score -4248902 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4249288.000000 Penalty: 5180.502441
	Iteration 4Q: 3 clusters Score -4249288 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4249696.500000 Penalty: 5180.502441
	Iteration 5Q: 3 clusters Score -4249696 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4250114.500000 Penalty: 5180.502441
	Iteration 6Q: 3 clusters Score -4250114 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4250533.500000 Penalty: 5180.502441
	Iteration 7Q: 3 clusters Score -4250534 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4251010.000000 Penalty: 5180.502441
	Iteration 8Q: 3 clusters Score -4251010 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4251598.000000 Penalty: 5180.502441
	Iteration 9Q: 3 clusters Score -4251598 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4252373.500000 Penalty: 5180.502441
	Iteration 10Q: 3 clusters Score -4252374 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4253343.500000 Penalty: 5180.502441
	Iteration 11Q: 3 clusters Score -4253344 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4254393.500000 Penalty: 5180.502441
	Iteration 12Q: 3 clusters Score -4254394 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4255267.500000 Penalty: 5180.502441
	Iteration 13Q: 3 clusters Score -4255268 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4255771.500000 Penalty: 5180.502441
	Iteration 14Q: 3 clusters Score -4255772 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4256096.000000 Penalty: 5180.502441
	Iteration 15Q: 3 clusters Score -4256096 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4256301.000000 Penalty: 5180.502441
	Iteration 16Q: 3 clusters Score -4256301 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -4256427.500000 Penalty: 5180.502441
	Iteration 17Q: 3 clusters Score -4256428 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4256565.000000 Penalty: 5180.502441
	Iteration 18Q: 3 clusters Score -4256565 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4256703.000000 Penalty: 5180.502441
	Iteration 19Q: 3 clusters Score -4256703 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -4256803.000000 Penalty: 5180.502441
	Iteration 20F: 3 clusters Score -4256803 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4256918.000000 Penalty: 5180.502441
	Iteration 21Q: 3 clusters Score -4256918 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4257015.500000 Penalty: 5180.502441
	Iteration 22Q: 3 clusters Score -4257016 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -4257113.500000 Penalty: 5180.502441
	Iteration 23Q: 3 clusters Score -4257114 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -4257207.500000 Penalty: 5180.502441
	Iteration 24Q: 3 clusters Score -4257208 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4257290.500000 Penalty: 5180.502441
	Iteration 25Q: 3 clusters Score -4257290 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -4257380.000000 Penalty: 5180.502441
	Iteration 26Q: 3 clusters Score -4257380 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4257452.500000 Penalty: 5180.502441
	Iteration 27Q: 3 clusters Score -4257452 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4257555.000000 Penalty: 5180.502441
	Iteration 28Q: 3 clusters Score -4257555 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -4257668.500000 Penalty: 5180.502441
	Iteration 29Q: 3 clusters Score -4257668 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4257802.000000 Penalty: 5180.502441
	Iteration 30Q: 3 clusters Score -4257802 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4257953.500000 Penalty: 5180.502441
	Iteration 31Q: 3 clusters Score -4257954 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -4258091.000000 Penalty: 5180.502441
	Iteration 32Q: 3 clusters Score -4258091 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -4258225.500000 Penalty: 5180.502441
	Iteration 33Q: 3 clusters Score -4258226 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -4258411.500000 Penalty: 5180.502441
	Iteration 34Q: 3 clusters Score -4258412 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -4258576.000000 Penalty: 5180.502441
	Iteration 35Q: 3 clusters Score -4258576 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4258743.500000 Penalty: 5180.502441
	Iteration 36Q: 3 clusters Score -4258744 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -4258908.500000 Penalty: 5180.502441
	Iteration 37Q: 3 clusters Score -4258908 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -4259024.500000 Penalty: 5180.502441
	Iteration 38Q: 3 clusters Score -4259024 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4259131.000000 Penalty: 5180.502441
	Iteration 39Q: 3 clusters Score -4259131 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -4259238.500000 Penalty: 5180.502441
	Iteration 40F: 3 clusters Score -4259238 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4259344.000000 Penalty: 5180.502441
	Iteration 41Q: 3 clusters Score -4259344 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4259460.500000 Penalty: 5180.502441
	Iteration 42Q: 3 clusters Score -4259460 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -4259562.000000 Penalty: 5180.502441
	Iteration 43Q: 3 clusters Score -4259562 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4259648.000000 Penalty: 5180.502441
	Iteration 44Q: 3 clusters Score -4259648 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -4259722.000000 Penalty: 5180.502441
	Iteration 45Q: 3 clusters Score -4259722 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -4259808.000000 Penalty: 5180.502441
	Iteration 46Q: 3 clusters Score -4259808 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4259898.500000 Penalty: 5180.502441
	Iteration 47Q: 3 clusters Score -4259898 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4259995.000000 Penalty: 5180.502441
	Iteration 48Q: 3 clusters Score -4259995 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -4260098.000000 Penalty: 5180.502441
	Iteration 49Q: 3 clusters Score -4260098 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4260188.000000 Penalty: 5180.502441
	Iteration 50Q: 3 clusters Score -4260188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4260264.500000 Penalty: 5180.502441
	Iteration 51Q: 3 clusters Score -4260264 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -4260343.500000 Penalty: 5180.502441
	Iteration 52Q: 3 clusters Score -4260344 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4260435.500000 Penalty: 5180.502441
	Iteration 53Q: 3 clusters Score -4260436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4260511.000000 Penalty: 5180.502441
	Iteration 54Q: 3 clusters Score -4260511 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4260579.000000 Penalty: 5180.502441
	Iteration 55Q: 3 clusters Score -4260579 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4260636.500000 Penalty: 5180.502441
	Iteration 56Q: 3 clusters Score -4260636 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4260692.000000 Penalty: 5180.502441
	Iteration 57Q: 3 clusters Score -4260692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4260738.500000 Penalty: 5180.502441
	Iteration 58Q: 3 clusters Score -4260738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4260776.500000 Penalty: 5180.502441
	Iteration 59Q: 3 clusters Score -4260776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4260800.000000 Penalty: 5180.502441
	Iteration 60F: 3 clusters Score -4260800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4260831.500000 Penalty: 5180.502441
	Iteration 61Q: 3 clusters Score -4260832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4260845.000000 Penalty: 5180.502441
	Iteration 62Q: 3 clusters Score -4260845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4260862.500000 Penalty: 5180.502441
	Iteration 63Q: 3 clusters Score -4260862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4260870.500000 Penalty: 5180.502441
	Iteration 64Q: 3 clusters Score -4260870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4260884.000000 Penalty: 5180.502441
	Iteration 65Q: 3 clusters Score -4260884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4260894.500000 Penalty: 5180.502441
	Iteration 66Q: 3 clusters Score -4260894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4260906.500000 Penalty: 5180.502441
	Iteration 67Q: 3 clusters Score -4260906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4260905.500000 Penalty: 5180.502441
	Iteration 68Q: 3 clusters Score -4260906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4260918.000000 Penalty: 5180.502441
	Iteration 69Q: 3 clusters Score -4260918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4260924.000000 Penalty: 5180.502441
	Iteration 70Q: 3 clusters Score -4260924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4260932.000000 Penalty: 5180.502441
	Iteration 71Q: 3 clusters Score -4260932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4260936.500000 Penalty: 5180.502441
	Iteration 72Q: 3 clusters Score -4260936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4260941.000000 Penalty: 5180.502441
	Iteration 73Q: 3 clusters Score -4260941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4260943.500000 Penalty: 5180.502441
	Iteration 74Q: 3 clusters Score -4260944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4260951.500000 Penalty: 5180.502441
	Iteration 75Q: 3 clusters Score -4260952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4260964.500000 Penalty: 5180.502441
	Iteration 76Q: 3 clusters Score -4260964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4260972.500000 Penalty: 5180.502441
	Iteration 77Q: 3 clusters Score -4260972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4260980.000000 Penalty: 5180.502441
	Iteration 78Q: 3 clusters Score -4260980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4260975.000000 Penalty: 5180.502441
	Iteration 79Q: 3 clusters Score -4260975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4260987.500000 Penalty: 5180.502441
	Iteration 80F: 3 clusters Score -4260988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4260989.500000 Penalty: 5180.502441
	Iteration 81Q: 3 clusters Score -4260990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4260989.500000 Penalty: 5180.502441
	Iteration 82Q: 3 clusters Score -4260990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4260988.500000 Penalty: 5180.502441
	Iteration 83Q: 3 clusters Score -4260988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4260991.000000 Penalty: 5180.502441
	Iteration 84Q: 3 clusters Score -4260991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4261003.500000 Penalty: 5180.502441
	Iteration 85Q: 3 clusters Score -4261004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4261010.000000 Penalty: 5180.502441
	Iteration 86Q: 3 clusters Score -4261010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4261014.500000 Penalty: 5180.502441
	Iteration 87Q: 3 clusters Score -4261014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4261025.500000 Penalty: 5180.502441
	Iteration 88Q: 3 clusters Score -4261026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4261027.500000 Penalty: 5180.502441
	Iteration 89Q: 3 clusters Score -4261028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4261031.000000 Penalty: 5180.502441
	Iteration 90Q: 3 clusters Score -4261031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4261037.500000 Penalty: 5180.502441
	Iteration 91Q: 3 clusters Score -4261038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4261038.000000 Penalty: 5180.502441
	Iteration 92Q: 3 clusters Score -4261038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4261044.000000 Penalty: 5180.502441
	Iteration 93Q: 3 clusters Score -4261044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4261049.000000 Penalty: 5180.502441
	Iteration 94Q: 3 clusters Score -4261049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4261058.000000 Penalty: 5180.502441
	Iteration 95Q: 3 clusters Score -4261058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4261065.000000 Penalty: 5180.502441
	Iteration 96Q: 3 clusters Score -4261065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4261062.000000 Penalty: 5180.502441
	Iteration 97Q: 3 clusters Score -4261062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4261065.500000 Penalty: 5180.502441
	Iteration 98Q: 3 clusters Score -4261066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4261072.500000 Penalty: 5180.502441
	Iteration 99Q: 3 clusters Score -4261072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4261085.500000 Penalty: 5180.502441
	Iteration 100F: 3 clusters Score -4261086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4261090.000000 Penalty: 5180.502441
	Iteration 101Q: 3 clusters Score -4261090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4261093.500000 Penalty: 5180.502441
	Iteration 102Q: 3 clusters Score -4261094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4261097.000000 Penalty: 5180.502441
	Iteration 103Q: 3 clusters Score -4261097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4261098.000000 Penalty: 5180.502441
	Iteration 104Q: 3 clusters Score -4261098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4261104.500000 Penalty: 5180.502441
	Iteration 105Q: 3 clusters Score -4261104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4261101.000000 Penalty: 5180.502441
	Iteration 106Q: 3 clusters Score -4261101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4261102.000000 Penalty: 5180.502441
	Iteration 107Q: 3 clusters Score -4261102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4261102.000000 Penalty: 5180.502441
	Iteration 108Q: 3 clusters Score -4261102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4261109.500000 Penalty: 5180.502441
	Iteration 109Q: 3 clusters Score -4261110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4261103.000000 Penalty: 5180.502441
	Iteration 110Q: 3 clusters Score -4261103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4261102.500000 Penalty: 5180.502441
	Iteration 111Q: 3 clusters Score -4261102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4261099.500000 Penalty: 5180.502441
	Iteration 112Q: 3 clusters Score -4261100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4261106.000000 Penalty: 5180.502441
	Iteration 113Q: 3 clusters Score -4261106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4261107.500000 Penalty: 5180.502441
	Iteration 114Q: 3 clusters Score -4261108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4261107.000000 Penalty: 5180.502441
	Iteration 115Q: 3 clusters Score -4261107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4261107.000000 Penalty: 5180.502441
	Iteration 116F: 3 clusters Score -4261107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Entering Unmasked Estep 
Score: -3387894.250000 Penalty: 2513.183594
	Iteration 0F: 2 clusters Score -3387894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3370567.500000 Penalty: 5026.367188
	Iteration 0F: 3 clusters Score -3370568 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3376658.000000 Penalty: 5026.367188
	Iteration 1F: 3 clusters Score -3376658 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3377428.000000 Penalty: 5026.367188
	Iteration 2F: 3 clusters Score -3377428 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3378395.000000 Penalty: 5026.367188
	Iteration 3F: 3 clusters Score -3378395 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3379610.750000 Penalty: 5026.367188
	Iteration 4F: 3 clusters Score -3379611 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3381127.000000 Penalty: 5026.367188
	Iteration 5F: 3 clusters Score -3381127 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3382797.500000 Penalty: 5026.367188
	Iteration 6F: 3 clusters Score -3382798 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3384335.750000 Penalty: 5026.367188
	Iteration 7F: 3 clusters Score -3384336 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3385446.250000 Penalty: 5026.367188
	Iteration 8F: 3 clusters Score -3385446 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3386151.750000 Penalty: 5026.367188
	Iteration 9Q: 3 clusters Score -3386152 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3386601.750000 Penalty: 5026.367188
	Iteration 10Q: 3 clusters Score -3386602 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3386882.750000 Penalty: 5026.367188
	Iteration 11Q: 3 clusters Score -3386883 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3387057.500000 Penalty: 5026.367188
	Iteration 12Q: 3 clusters Score -3387058 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3387149.500000 Penalty: 5026.367188
	Iteration 13Q: 3 clusters Score -3387150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3387230.250000 Penalty: 5026.367188
	Iteration 14Q: 3 clusters Score -3387230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3387269.000000 Penalty: 5026.367188
	Iteration 15Q: 3 clusters Score -3387269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3387300.750000 Penalty: 5026.367188
	Iteration 16Q: 3 clusters Score -3387301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3387332.500000 Penalty: 5026.367188
	Iteration 17Q: 3 clusters Score -3387332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3387347.500000 Penalty: 5026.367188
	Iteration 18Q: 3 clusters Score -3387348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3387365.500000 Penalty: 5026.367188
	Iteration 19Q: 3 clusters Score -3387366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3387379.500000 Penalty: 5026.367188
	Iteration 20F: 3 clusters Score -3387380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3387387.750000 Penalty: 5026.367188
	Iteration 21Q: 3 clusters Score -3387388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3387388.250000 Penalty: 5026.367188
	Iteration 22Q: 3 clusters Score -3387388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3387391.500000 Penalty: 5026.367188
	Iteration 23Q: 3 clusters Score -3387392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3387406.000000 Penalty: 5026.367188
	Iteration 24Q: 3 clusters Score -3387406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3387409.500000 Penalty: 5026.367188
	Iteration 25Q: 3 clusters Score -3387410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3387416.250000 Penalty: 5026.367188
	Iteration 26Q: 3 clusters Score -3387416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3387418.750000 Penalty: 5026.367188
	Iteration 27Q: 3 clusters Score -3387419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3387417.250000 Penalty: 5026.367188
	Iteration 28Q: 3 clusters Score -3387417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3387417.750000 Penalty: 5026.367188
	Iteration 29Q: 3 clusters Score -3387418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3387417.750000 Penalty: 5026.367188
	Iteration 30F: 3 clusters Score -3387418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185437 members 
Entering Unmasked Estep 
Score: -24594162.000000 Penalty: 3008.356689
	Iteration 0F: 2 clusters Score -2.459416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 92598 members 
Entering Unmasked Estep 
Score: -24472244.000000 Penalty: 6016.713379
	Iteration 0F: 3 clusters Score -2.447224e+07 nChanged 89101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -24525154.000000 Penalty: 6016.713379
	Iteration 1F: 3 clusters Score -2.452515e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -24526534.000000 Penalty: 6016.713379
	Iteration 2Q: 3 clusters Score -2.452653e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96877 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -24528518.000000 Penalty: 6016.713379
	Iteration 3Q: 3 clusters Score -2.452852e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 85630 members 
Entering Unmasked Estep 
Score: -24531554.000000 Penalty: 6016.713379
	Iteration 4Q: 3 clusters Score -2.453155e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -24535970.000000 Penalty: 6016.713379
	Iteration 5F: 3 clusters Score -2.453597e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111352 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -24542698.000000 Penalty: 6016.713379
	Iteration 6F: 3 clusters Score -2.45427e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120402 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -24553000.000000 Penalty: 6016.713379
	Iteration 7F: 3 clusters Score -2.4553e+07 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129856 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -24565444.000000 Penalty: 6016.713379
	Iteration 8F: 3 clusters Score -2.456544e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137002 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -24576168.000000 Penalty: 6016.713379
	Iteration 9F: 3 clusters Score -2.457617e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141060 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -24580908.000000 Penalty: 6016.713379
	Iteration 10Q: 3 clusters Score -2.458091e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143942 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -24583036.000000 Penalty: 6016.713379
	Iteration 11Q: 3 clusters Score -2.458304e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146482 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -24584408.000000 Penalty: 6016.713379
	Iteration 12Q: 3 clusters Score -2.458441e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148809 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -24585338.000000 Penalty: 6016.713379
	Iteration 13Q: 3 clusters Score -2.458534e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -24586354.000000 Penalty: 6016.713379
	Iteration 14Q: 3 clusters Score -2.458635e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -24587054.000000 Penalty: 6016.713379
	Iteration 15Q: 3 clusters Score -2.458705e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -24587562.000000 Penalty: 6016.713379
	Iteration 16Q: 3 clusters Score -2.458756e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -24588004.000000 Penalty: 6016.713379
	Iteration 17Q: 3 clusters Score -2.4588e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158561 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -24588396.000000 Penalty: 6016.713379
	Iteration 18Q: 3 clusters Score -2.45884e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160247 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -24588780.000000 Penalty: 6016.713379
	Iteration 19Q: 3 clusters Score -2.458878e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161812 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -24589136.000000 Penalty: 6016.713379
	Iteration 20F: 3 clusters Score -2.458914e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163329 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -24589570.000000 Penalty: 6016.713379
	Iteration 21Q: 3 clusters Score -2.458957e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164830 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -24589704.000000 Penalty: 6016.713379
	Iteration 22Q: 3 clusters Score -2.45897e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166267 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -24590008.000000 Penalty: 6016.713379
	Iteration 23Q: 3 clusters Score -2.459001e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167661 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -24590274.000000 Penalty: 6016.713379
	Iteration 24Q: 3 clusters Score -2.459027e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169020 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -24590600.000000 Penalty: 6016.713379
	Iteration 25Q: 3 clusters Score -2.45906e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -24590896.000000 Penalty: 6016.713379
	Iteration 26Q: 3 clusters Score -2.45909e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -24591230.000000 Penalty: 6016.713379
	Iteration 27Q: 3 clusters Score -2.459123e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172486 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -24591368.000000 Penalty: 6016.713379
	Iteration 28Q: 3 clusters Score -2.459137e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173384 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -24591600.000000 Penalty: 6016.713379
	Iteration 29Q: 3 clusters Score -2.45916e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174240 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -24591680.000000 Penalty: 6016.713379
	Iteration 30Q: 3 clusters Score -2.459168e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175040 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -24591780.000000 Penalty: 6016.713379
	Iteration 31Q: 3 clusters Score -2.459178e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -24591952.000000 Penalty: 6016.713379
	Iteration 32Q: 3 clusters Score -2.459195e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176529 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -24592020.000000 Penalty: 6016.713379
	Iteration 33Q: 3 clusters Score -2.459202e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -24592110.000000 Penalty: 6016.713379
	Iteration 34Q: 3 clusters Score -2.459211e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177753 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -24592216.000000 Penalty: 6016.713379
	Iteration 35Q: 3 clusters Score -2.459222e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178311 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -24592324.000000 Penalty: 6016.713379
	Iteration 36Q: 3 clusters Score -2.459232e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178836 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -24592454.000000 Penalty: 6016.713379
	Iteration 37Q: 3 clusters Score -2.459245e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179302 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -24592612.000000 Penalty: 6016.713379
	Iteration 38Q: 3 clusters Score -2.459261e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179720 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -24592690.000000 Penalty: 6016.713379
	Iteration 39Q: 3 clusters Score -2.459269e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180095 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -24592700.000000 Penalty: 6016.713379
	Iteration 40F: 3 clusters Score -2.45927e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180420 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -24592736.000000 Penalty: 6016.713379
	Iteration 41Q: 3 clusters Score -2.459274e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180721 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -24592800.000000 Penalty: 6016.713379
	Iteration 42Q: 3 clusters Score -2.45928e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180982 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -24592786.000000 Penalty: 6016.713379
	Iteration 43Q: 3 clusters Score -2.459279e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181199 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -24592838.000000 Penalty: 6016.713379
	Iteration 44Q: 3 clusters Score -2.459284e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181381 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -24592808.000000 Penalty: 6016.713379
	Iteration 45Q: 3 clusters Score -2.459281e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181551 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -24592798.000000 Penalty: 6016.713379
	Iteration 46Q: 3 clusters Score -2.45928e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181708 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -24592798.000000 Penalty: 6016.713379
	Iteration 47Q: 3 clusters Score -2.45928e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181840 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -24592842.000000 Penalty: 6016.713379
	Iteration 48Q: 3 clusters Score -2.459284e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181954 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -24592882.000000 Penalty: 6016.713379
	Iteration 49Q: 3 clusters Score -2.459288e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182060 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -24592930.000000 Penalty: 6016.713379
	Iteration 50Q: 3 clusters Score -2.459293e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -24592914.000000 Penalty: 6016.713379
	Iteration 51Q: 3 clusters Score -2.459291e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182246 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -24592916.000000 Penalty: 6016.713379
	Iteration 52Q: 3 clusters Score -2.459292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182316 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -24592914.000000 Penalty: 6016.713379
	Iteration 53Q: 3 clusters Score -2.459291e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182380 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -24592952.000000 Penalty: 6016.713379
	Iteration 54Q: 3 clusters Score -2.459295e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182445 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -24592950.000000 Penalty: 6016.713379
	Iteration 55Q: 3 clusters Score -2.459295e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182502 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -24592952.000000 Penalty: 6016.713379
	Iteration 56Q: 3 clusters Score -2.459295e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182543 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -24592918.000000 Penalty: 6016.713379
	Iteration 57Q: 3 clusters Score -2.459292e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182596 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -24592890.000000 Penalty: 6016.713379
	Iteration 58Q: 3 clusters Score -2.459289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182625 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -24592868.000000 Penalty: 6016.713379
	Iteration 59Q: 3 clusters Score -2.459287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182655 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -24592912.000000 Penalty: 6016.713379
	Iteration 60F: 3 clusters Score -2.459291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182697 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -24592882.000000 Penalty: 6016.713379
	Iteration 61Q: 3 clusters Score -2.459288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182729 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -24592898.000000 Penalty: 6016.713379
	Iteration 62Q: 3 clusters Score -2.45929e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182768 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -24592878.000000 Penalty: 6016.713379
	Iteration 63Q: 3 clusters Score -2.459288e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182804 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -24592888.000000 Penalty: 6016.713379
	Iteration 64Q: 3 clusters Score -2.459289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182827 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -24592866.000000 Penalty: 6016.713379
	Iteration 65Q: 3 clusters Score -2.459287e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182851 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -24592904.000000 Penalty: 6016.713379
	Iteration 66Q: 3 clusters Score -2.45929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182862 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -24592914.000000 Penalty: 6016.713379
	Iteration 67Q: 3 clusters Score -2.459291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182890 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -24592930.000000 Penalty: 6016.713379
	Iteration 68Q: 3 clusters Score -2.459293e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182921 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -24592944.000000 Penalty: 6016.713379
	Iteration 69Q: 3 clusters Score -2.459294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182945 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -24592940.000000 Penalty: 6016.713379
	Iteration 70Q: 3 clusters Score -2.459294e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182960 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -24592968.000000 Penalty: 6016.713379
	Iteration 71Q: 3 clusters Score -2.459297e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -24592970.000000 Penalty: 6016.713379
	Iteration 72Q: 3 clusters Score -2.459297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182996 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -24593010.000000 Penalty: 6016.713379
	Iteration 73Q: 3 clusters Score -2.459301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183004 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -24593044.000000 Penalty: 6016.713379
	Iteration 74Q: 3 clusters Score -2.459304e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183013 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -24593078.000000 Penalty: 6016.713379
	Iteration 75Q: 3 clusters Score -2.459308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183027 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -24593068.000000 Penalty: 6016.713379
	Iteration 76Q: 3 clusters Score -2.459307e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183035 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -24593070.000000 Penalty: 6016.713379
	Iteration 77Q: 3 clusters Score -2.459307e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183042 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -24593090.000000 Penalty: 6016.713379
	Iteration 78Q: 3 clusters Score -2.459309e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183049 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -24593080.000000 Penalty: 6016.713379
	Iteration 79Q: 3 clusters Score -2.459308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183060 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -24593082.000000 Penalty: 6016.713379
	Iteration 80F: 3 clusters Score -2.459308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183066 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -24593070.000000 Penalty: 6016.713379
	Iteration 81Q: 3 clusters Score -2.459307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183067 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -24593056.000000 Penalty: 6016.713379
	Iteration 82Q: 3 clusters Score -2.459306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183071 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -24593056.000000 Penalty: 6016.713379
	Iteration 83Q: 3 clusters Score -2.459306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183074 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -24593064.000000 Penalty: 6016.713379
	Iteration 84Q: 3 clusters Score -2.459306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183076 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -24593054.000000 Penalty: 6016.713379
	Iteration 85Q: 3 clusters Score -2.459305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183080 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -24593052.000000 Penalty: 6016.713379
	Iteration 86Q: 3 clusters Score -2.459305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183082 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -24593078.000000 Penalty: 6016.713379
	Iteration 87Q: 3 clusters Score -2.459308e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -24593084.000000 Penalty: 6016.713379
	Iteration 88Q: 3 clusters Score -2.459308e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183107 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -24593106.000000 Penalty: 6016.713379
	Iteration 89Q: 3 clusters Score -2.459311e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183122 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -24593096.000000 Penalty: 6016.713379
	Iteration 90Q: 3 clusters Score -2.45931e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183135 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -24593106.000000 Penalty: 6016.713379
	Iteration 91Q: 3 clusters Score -2.459311e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183134 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -24593098.000000 Penalty: 6016.713379
	Iteration 92Q: 3 clusters Score -2.45931e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183143 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24593094.000000 Penalty: 6016.713379
	Iteration 93Q: 3 clusters Score -2.459309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183145 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24593086.000000 Penalty: 6016.713379
	Iteration 94Q: 3 clusters Score -2.459309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -24593092.000000 Penalty: 6016.713379
	Iteration 95Q: 3 clusters Score -2.459309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183145 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24593094.000000 Penalty: 6016.713379
	Iteration 96Q: 3 clusters Score -2.459309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183148 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -24593108.000000 Penalty: 6016.713379
	Iteration 97Q: 3 clusters Score -2.459311e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183140 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -24593078.000000 Penalty: 6016.713379
	Iteration 98Q: 3 clusters Score -2.459308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24593074.000000 Penalty: 6016.713379
	Iteration 99Q: 3 clusters Score -2.459307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -24593100.000000 Penalty: 6016.713379
	Iteration 100F: 3 clusters Score -2.45931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -24593088.000000 Penalty: 6016.713379
	Iteration 101Q: 3 clusters Score -2.459309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183145 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24593098.000000 Penalty: 6016.713379
	Iteration 102Q: 3 clusters Score -2.45931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183145 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24593106.000000 Penalty: 6016.713379
	Iteration 103Q: 3 clusters Score -2.459311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183146 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -24593096.000000 Penalty: 6016.713379
	Iteration 104Q: 3 clusters Score -2.45931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183146 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -24593102.000000 Penalty: 6016.713379
	Iteration 105Q: 3 clusters Score -2.45931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -24593102.000000 Penalty: 6016.713379
	Iteration 106Q: 3 clusters Score -2.45931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183143 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24593100.000000 Penalty: 6016.713379
	Iteration 107Q: 3 clusters Score -2.45931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24593104.000000 Penalty: 6016.713379
	Iteration 108Q: 3 clusters Score -2.45931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183143 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24593086.000000 Penalty: 6016.713379
	Iteration 109Q: 3 clusters Score -2.459309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24593086.000000 Penalty: 6016.713379
	Iteration 110Q: 3 clusters Score -2.459309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24593084.000000 Penalty: 6016.713379
	Iteration 111Q: 3 clusters Score -2.459308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183145 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24593098.000000 Penalty: 6016.713379
	Iteration 112Q: 3 clusters Score -2.45931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -24593110.000000 Penalty: 6016.713379
	Iteration 113Q: 3 clusters Score -2.459311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183153 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24593106.000000 Penalty: 6016.713379
	Iteration 114Q: 3 clusters Score -2.459311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183157 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -24593108.000000 Penalty: 6016.713379
	Iteration 115Q: 3 clusters Score -2.459311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183163 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -24593080.000000 Penalty: 6016.713379
	Iteration 116Q: 3 clusters Score -2.459308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183165 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -24593074.000000 Penalty: 6016.713379
	Iteration 117Q: 3 clusters Score -2.459307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24593080.000000 Penalty: 6016.713379
	Iteration 118Q: 3 clusters Score -2.459308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24593086.000000 Penalty: 6016.713379
	Iteration 119Q: 3 clusters Score -2.459309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183173 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -24593094.000000 Penalty: 6016.713379
	Iteration 120F: 3 clusters Score -2.459309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24593096.000000 Penalty: 6016.713379
	Iteration 121Q: 3 clusters Score -2.45931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183172 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -24593090.000000 Penalty: 6016.713379
	Iteration 122Q: 3 clusters Score -2.459309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183169 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -24593096.000000 Penalty: 6016.713379
	Iteration 123Q: 3 clusters Score -2.45931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183162 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -24593092.000000 Penalty: 6016.713379
	Iteration 124Q: 3 clusters Score -2.459309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183159 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -24593096.000000 Penalty: 6016.713379
	Iteration 125Q: 3 clusters Score -2.45931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183156 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -24593088.000000 Penalty: 6016.713379
	Iteration 126Q: 3 clusters Score -2.459309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183154 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -24593074.000000 Penalty: 6016.713379
	Iteration 127Q: 3 clusters Score -2.459307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183153 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24593100.000000 Penalty: 6016.713379
	Iteration 128Q: 3 clusters Score -2.45931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183152 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -24593116.000000 Penalty: 6016.713379
	Iteration 129Q: 3 clusters Score -2.459312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183154 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -24593122.000000 Penalty: 6016.713379
	Iteration 130Q: 3 clusters Score -2.459312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183152 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -24593122.000000 Penalty: 6016.713379
	Iteration 131Q: 3 clusters Score -2.459312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -24593114.000000 Penalty: 6016.713379
	Iteration 132Q: 3 clusters Score -2.459311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -24593126.000000 Penalty: 6016.713379
	Iteration 133Q: 3 clusters Score -2.459313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -24593136.000000 Penalty: 6016.713379
	Iteration 134Q: 3 clusters Score -2.459314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24593130.000000 Penalty: 6016.713379
	Iteration 135Q: 3 clusters Score -2.459313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183142 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -24593136.000000 Penalty: 6016.713379
	Iteration 136Q: 3 clusters Score -2.459314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183143 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24593130.000000 Penalty: 6016.713379
	Iteration 137Q: 3 clusters Score -2.459313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183143 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24593130.000000 Penalty: 6016.713379
	Iteration 138F: 3 clusters Score -2.459313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -668803.625000 Penalty: 2127.041992
	Iteration 0F: 2 clusters Score -668803.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -664055.625000 Penalty: 4254.083984
	Iteration 0F: 3 clusters Score -664055.6 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -665877.500000 Penalty: 4254.083984
	Iteration 1F: 3 clusters Score -665877.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -667271.562500 Penalty: 4254.083984
	Iteration 2F: 3 clusters Score -667271.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -668468.812500 Penalty: 4254.083984
	Iteration 3F: 3 clusters Score -668468.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -669118.312500 Penalty: 4254.083984
	Iteration 4F: 3 clusters Score -669118.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -669421.187500 Penalty: 4254.083984
	Iteration 5F: 3 clusters Score -669421.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -669701.000000 Penalty: 4254.083984
	Iteration 6Q: 3 clusters Score -669701 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -669919.500000 Penalty: 4254.083984
	Iteration 7Q: 3 clusters Score -669919.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -670039.750000 Penalty: 4254.083984
	Iteration 8Q: 3 clusters Score -670039.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -670081.562500 Penalty: 4254.083984
	Iteration 9Q: 3 clusters Score -670081.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -670099.125000 Penalty: 4254.083984
	Iteration 10Q: 3 clusters Score -670099.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -670105.500000 Penalty: 4254.083984
	Iteration 11Q: 3 clusters Score -670105.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -670109.500000 Penalty: 4254.083984
	Iteration 12Q: 3 clusters Score -670109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -670109.562500 Penalty: 4254.083984
	Iteration 13Q: 3 clusters Score -670109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -670109.562500 Penalty: 4254.083984
	Iteration 14Q: 3 clusters Score -670109.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -670109.562500 Penalty: 4254.083984
	Iteration 15F: 3 clusters Score -670109.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208892 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52123 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185437 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 1615 members 
Entering Unmasked Estep 
Score: -133248136.000000 Penalty: 96125.335938
Splitting cluster 21 changes total score from -133247888.000000 to -133248136.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -626475.750000 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -626475.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -621968.312500 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -621968.3 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -623174.687500 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -623174.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -623690.187500 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -623690.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -624099.000000 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -624099 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -624403.937500 Penalty: 4217.333496
	Iteration 4F: 3 clusters Score -624403.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -624629.062500 Penalty: 4217.333496
	Iteration 5F: 3 clusters Score -624629.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -624799.125000 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -624799.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -624936.625000 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -624936.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -625031.375000 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -625031.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -625098.562500 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -625098.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -625140.625000 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -625140.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -625175.687500 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -625175.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -625187.687500 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -625187.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -625194.375000 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -625194.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -625203.437500 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -625203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -625208.937500 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -625208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -625214.562500 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -625214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -625220.437500 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -625220.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -625225.000000 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -625225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -625233.125000 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -625233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -625239.750000 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -625239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -625247.187500 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -625247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -625252.125000 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -625252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -625253.625000 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -625253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -625256.375000 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -625256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -625257.437500 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -625257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -625259.437500 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -625259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -625260.562500 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -625260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -625260.375000 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -625260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -625261.125000 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -625261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -625261.125000 Penalty: 4217.333496
	Iteration 30F: 3 clusters Score -625261.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -89492.406250 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -89492.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87829.132812 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -87829.13 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -88368.765625 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -88368.77 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88825.460938 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -88825.46 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -89128.398438 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -89128.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -89423.765625 Penalty: 3360.581787
	Iteration 4F: 3 clusters Score -89423.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -89687.710938 Penalty: 3360.581787
	Iteration 5F: 3 clusters Score -89687.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -89776.601562 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -89776.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -89806.796875 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -89806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -89819.343750 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -89819.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -89859.820312 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -89859.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -89899.421875 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -89899.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -89931.828125 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -89931.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -89965.031250 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -89965.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -90002.367188 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -90002.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -90006.835938 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -90006.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -90009.046875 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -90009.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -90010.750000 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -90010.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -90010.750000 Penalty: 3360.581787
	Iteration 17F: 3 clusters Score -90010.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208892 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52123 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185437 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 146 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 730 members 
Entering Unmasked Estep 
Score: -133246760.000000 Penalty: 99558.382812
Splitting cluster 23 changes total score from -133247888.000000 to -133246760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (80349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Entering Unmasked Estep 
Score: -10748490.000000 Penalty: 2800.945557
	Iteration 0F: 2 clusters Score -1.074849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -10694377.000000 Penalty: 5601.891113
	Iteration 0F: 3 clusters Score -1.069438e+07 nChanged 37855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -10716185.000000 Penalty: 5601.891113
	Iteration 1F: 3 clusters Score -1.071618e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -10717409.000000 Penalty: 5601.891113
	Iteration 2Q: 3 clusters Score -1.071741e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -10719285.000000 Penalty: 5601.891113
	Iteration 3Q: 3 clusters Score -1.071928e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -10722327.000000 Penalty: 5601.891113
	Iteration 4F: 3 clusters Score -1.072233e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -10727093.000000 Penalty: 5601.891113
	Iteration 5F: 3 clusters Score -1.072709e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -10733560.000000 Penalty: 5601.891113
	Iteration 6F: 3 clusters Score -1.073356e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -10739783.000000 Penalty: 5601.891113
	Iteration 7F: 3 clusters Score -1.073978e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -10743465.000000 Penalty: 5601.891113
	Iteration 8Q: 3 clusters Score -1.074346e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -10744994.000000 Penalty: 5601.891113
	Iteration 9Q: 3 clusters Score -1.074499e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10745567.000000 Penalty: 5601.891113
	Iteration 10Q: 3 clusters Score -1.074557e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10745806.000000 Penalty: 5601.891113
	Iteration 11Q: 3 clusters Score -1.074581e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10745952.000000 Penalty: 5601.891113
	Iteration 12Q: 3 clusters Score -1.074595e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10746039.000000 Penalty: 5601.891113
	Iteration 13Q: 3 clusters Score -1.074604e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10746086.000000 Penalty: 5601.891113
	Iteration 14Q: 3 clusters Score -1.074609e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10746118.000000 Penalty: 5601.891113
	Iteration 15Q: 3 clusters Score -1.074612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10746161.000000 Penalty: 5601.891113
	Iteration 16Q: 3 clusters Score -1.074616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10746186.000000 Penalty: 5601.891113
	Iteration 17Q: 3 clusters Score -1.074619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10746189.000000 Penalty: 5601.891113
	Iteration 18Q: 3 clusters Score -1.074619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10746196.000000 Penalty: 5601.891113
	Iteration 19Q: 3 clusters Score -1.07462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10746207.000000 Penalty: 5601.891113
	Iteration 20F: 3 clusters Score -1.074621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10746216.000000 Penalty: 5601.891113
	Iteration 21Q: 3 clusters Score -1.074622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10746210.000000 Penalty: 5601.891113
	Iteration 22Q: 3 clusters Score -1.074621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10746224.000000 Penalty: 5601.891113
	Iteration 23Q: 3 clusters Score -1.074622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10746225.000000 Penalty: 5601.891113
	Iteration 24Q: 3 clusters Score -1.074622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10746225.000000 Penalty: 5601.891113
	Iteration 25F: 3 clusters Score -1.074622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -57580.425781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -57580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56086.972656 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -56086.97 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56416.511719 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -56416.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56623.488281 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -56623.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56817.359375 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -56817.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56957.406250 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -56957.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57083.015625 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -57083.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57230.296875 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -57230.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -57322.847656 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -57322.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57410.832031 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -57410.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57540.710938 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -57540.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57579.855469 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -57579.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57614.507812 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -57614.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -57675.734375 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -57675.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -57820.449219 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -57820.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -57957.445312 Penalty: 3095.176758
	Iteration 14Q: 3 clusters Score -57957.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57966.738281 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -57966.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57973.988281 Penalty: 3095.176758
	Iteration 16Q: 3 clusters Score -57973.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57985.824219 Penalty: 3095.176758
	Iteration 17Q: 3 clusters Score -57985.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -57990.988281 Penalty: 3095.176758
	Iteration 18Q: 3 clusters Score -57990.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57996.679688 Penalty: 3095.176758
	Iteration 19Q: 3 clusters Score -57996.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57999.500000 Penalty: 3095.176758
	Iteration 20F: 3 clusters Score -57999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58007.781250 Penalty: 3095.176758
	Iteration 21Q: 3 clusters Score -58007.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58035.230469 Penalty: 3095.176758
	Iteration 22Q: 3 clusters Score -58035.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58083.871094 Penalty: 3095.176758
	Iteration 23Q: 3 clusters Score -58083.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58104.050781 Penalty: 3095.176758
	Iteration 24Q: 3 clusters Score -58104.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58104.050781 Penalty: 3095.176758
	Iteration 25F: 3 clusters Score -58104.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208892 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52123 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185437 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 186 members 
Entering Unmasked Estep 
Score: -133246784.000000 Penalty: 99558.382812
Splitting cluster 25 changes total score from -133247888.000000 to -133246784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -70781.070312 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -70781.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69161.187500 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -69161.19 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69606.234375 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -69606.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69861.312500 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -69861.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70145.765625 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -70145.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70373.835938 Penalty: 3213.340576
	Iteration 4F: 3 clusters Score -70373.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70465.343750 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -70465.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70507.867188 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -70507.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70522.625000 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -70522.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70532.429688 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -70532.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70535.570312 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -70535.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70536.445312 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -70536.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70536.445312 Penalty: 3213.340576
	Iteration 11F: 3 clusters Score -70536.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -69536.039062 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -69536.04 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 307 members 
Entering Unmasked Estep 
Score: -67914.492188 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -67914.49 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68267.773438 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -68267.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68434.421875 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -68434.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68556.039062 Penalty: 3202.557617
	Iteration 3F: 3 clusters Score -68556.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68654.531250 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -68654.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68723.593750 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -68723.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68773.632812 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -68773.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68807.726562 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -68807.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68851.937500 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -68851.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68894.203125 Penalty: 3202.557617
	Iteration 9Q: 3 clusters Score -68894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68910.859375 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -68910.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68918.562500 Penalty: 3202.557617
	Iteration 11Q: 3 clusters Score -68918.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68922.109375 Penalty: 3202.557617
	Iteration 12Q: 3 clusters Score -68922.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68923.515625 Penalty: 3202.557617
	Iteration 13Q: 3 clusters Score -68923.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68925.664062 Penalty: 3202.557617
	Iteration 14Q: 3 clusters Score -68925.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68925.664062 Penalty: 3202.557617
	Iteration 15F: 3 clusters Score -68925.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17899 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 73135 members 
Mstep: Class 9 contains 9934 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 208892 members 
Mstep: Class 13 contains 13142 members 
Mstep: Class 14 contains 52123 members 
Mstep: Class 15 contains 36239 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 25180 members 
Mstep: Class 20 contains 185437 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 876 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248912.000000 Penalty: 96125.335938
Iteration 266F: 29 clusters Score -1.332489e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 190532 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26521 members 
Mstep: Class 8 contains 73073 members 
Mstep: Class 9 contains 9931 members 
Mstep: Class 10 contains 43432 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 208837 members 
Mstep: Class 13 contains 13131 members 
Mstep: Class 14 contains 52125 members 
Mstep: Class 15 contains 36186 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34363 members 
Mstep: Class 19 contains 25178 members 
Mstep: Class 20 contains 185381 members 
Mstep: Class 21 contains 3795 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 80189 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249480.000000 Penalty: 96125.335938
Iteration 267Q: 29 clusters Score -1.332495e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 190527 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26521 members 
Mstep: Class 8 contains 73050 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 43431 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 208801 members 
Mstep: Class 13 contains 13135 members 
Mstep: Class 14 contains 52130 members 
Mstep: Class 15 contains 36144 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34361 members 
Mstep: Class 19 contains 25176 members 
Mstep: Class 20 contains 185351 members 
Mstep: Class 21 contains 3890 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 80075 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249656.000000 Penalty: 96125.335938
Iteration 268Q: 29 clusters Score -1.332497e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73030 members 
Mstep: Class 9 contains 9930 members 
Mstep: Class 10 contains 43431 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 208773 members 
Mstep: Class 13 contains 13143 members 
Mstep: Class 14 contains 52126 members 
Mstep: Class 15 contains 36134 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34351 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 185329 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 80034 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249656.000000 Penalty: 96125.335938
Iteration 269Q: 29 clusters Score -1.332497e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73027 members 
Mstep: Class 9 contains 9933 members 
Mstep: Class 10 contains 43430 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 208750 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 52124 members 
Mstep: Class 15 contains 36121 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34335 members 
Mstep: Class 19 contains 25169 members 
Mstep: Class 20 contains 185326 members 
Mstep: Class 21 contains 3973 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79995 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249648.000000 Penalty: 96125.335938
Iteration 270Q: 29 clusters Score -1.332496e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190521 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73042 members 
Mstep: Class 9 contains 9938 members 
Mstep: Class 10 contains 43429 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208732 members 
Mstep: Class 13 contains 13155 members 
Mstep: Class 14 contains 52120 members 
Mstep: Class 15 contains 36120 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34323 members 
Mstep: Class 19 contains 25168 members 
Mstep: Class 20 contains 185339 members 
Mstep: Class 21 contains 4008 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79934 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249704.000000 Penalty: 96125.335938
Iteration 271Q: 29 clusters Score -1.332497e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190520 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 73045 members 
Mstep: Class 9 contains 9940 members 
Mstep: Class 10 contains 43429 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208719 members 
Mstep: Class 13 contains 13158 members 
Mstep: Class 14 contains 52118 members 
Mstep: Class 15 contains 36106 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34326 members 
Mstep: Class 19 contains 25165 members 
Mstep: Class 20 contains 185364 members 
Mstep: Class 21 contains 4029 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79898 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249760.000000 Penalty: 96125.335938
Iteration 272Q: 29 clusters Score -1.332498e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 190519 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 73052 members 
Mstep: Class 9 contains 9941 members 
Mstep: Class 10 contains 43430 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208696 members 
Mstep: Class 13 contains 13160 members 
Mstep: Class 14 contains 52114 members 
Mstep: Class 15 contains 36099 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34326 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185389 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79869 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249672.000000 Penalty: 96125.335938
Iteration 273Q: 29 clusters Score -1.332497e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190518 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 73053 members 
Mstep: Class 9 contains 9943 members 
Mstep: Class 10 contains 43429 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208677 members 
Mstep: Class 13 contains 13162 members 
Mstep: Class 14 contains 52110 members 
Mstep: Class 15 contains 36092 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34332 members 
Mstep: Class 19 contains 25161 members 
Mstep: Class 20 contains 185414 members 
Mstep: Class 21 contains 4057 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79850 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249648.000000 Penalty: 96125.335938
Iteration 274Q: 29 clusters Score -1.332496e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190518 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26509 members 
Mstep: Class 8 contains 73056 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43426 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208663 members 
Mstep: Class 13 contains 13163 members 
Mstep: Class 14 contains 52110 members 
Mstep: Class 15 contains 36100 members 
Mstep: Class 16 contains 2067 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34324 members 
Mstep: Class 19 contains 25158 members 
Mstep: Class 20 contains 185429 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79831 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249560.000000 Penalty: 96125.335938
Iteration 275Q: 29 clusters Score -1.332496e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190516 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26507 members 
Mstep: Class 8 contains 73064 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43426 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208660 members 
Mstep: Class 13 contains 13163 members 
Mstep: Class 14 contains 52111 members 
Mstep: Class 15 contains 36111 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25161 members 
Mstep: Class 20 contains 185443 members 
Mstep: Class 21 contains 4064 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79798 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249568.000000 Penalty: 96125.335938
Iteration 276Q: 29 clusters Score -1.332496e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190515 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73073 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43424 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208663 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52106 members 
Mstep: Class 15 contains 36116 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34321 members 
Mstep: Class 19 contains 25158 members 
Mstep: Class 20 contains 185450 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79783 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249616.000000 Penalty: 96125.335938
Iteration 277Q: 29 clusters Score -1.332496e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73079 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43425 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208663 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34319 members 
Mstep: Class 19 contains 25160 members 
Mstep: Class 20 contains 185457 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79771 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249544.000000 Penalty: 96125.335938
Iteration 278Q: 29 clusters Score -1.332495e+08 nChanged 60
Entering ConstructFrom: 
Score: -133249544.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -323619.156250 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -323619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -320596.531250 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -320596.5 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -321209.468750 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -321209.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -321333.437500 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -321333.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -321392.718750 Penalty: 3906.812744
	Iteration 3Q: 3 clusters Score -321392.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -321430.968750 Penalty: 3906.812744
	Iteration 4Q: 3 clusters Score -321431 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -321460.718750 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -321460.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -321487.593750 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -321487.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -321510.406250 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -321510.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -321527.531250 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -321527.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -321538.187500 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -321538.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -321543.093750 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -321543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321545.125000 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -321545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -321546.937500 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -321546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321548.406250 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -321548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321551.750000 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -321551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -321556.125000 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -321556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321560.218750 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -321560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -321566.875000 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -321566.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -321572.812500 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -321572.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -321575.375000 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -321575.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -321579.406250 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -321579.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -321581.156250 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -321581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -321582.187500 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -321582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -321582.937500 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -321582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -321583.750000 Penalty: 3906.812744
	Iteration 24Q: 3 clusters Score -321583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -321585.562500 Penalty: 3906.812744
	Iteration 25Q: 3 clusters Score -321585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -321585.625000 Penalty: 3906.812744
	Iteration 26Q: 3 clusters Score -321585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -321585.968750 Penalty: 3906.812744
	Iteration 27Q: 3 clusters Score -321586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -321586.781250 Penalty: 3906.812744
	Iteration 28Q: 3 clusters Score -321586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -321586.906250 Penalty: 3906.812744
	Iteration 29Q: 3 clusters Score -321586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -321586.625000 Penalty: 3906.812744
	Iteration 30Q: 3 clusters Score -321586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -321588.062500 Penalty: 3906.812744
	Iteration 31Q: 3 clusters Score -321588.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -321588.062500 Penalty: 3906.812744
	Iteration 32F: 3 clusters Score -321588.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -265618.000000 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -265618 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 1094 members 
Entering Unmasked Estep 
Score: -262963.437500 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -262963.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -263489.031250 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -263489 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -263690.875000 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -263690.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -263902.906250 Penalty: 3790.692139
	Iteration 3F: 3 clusters Score -263902.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -264132.625000 Penalty: 3790.692139
	Iteration 4F: 3 clusters Score -264132.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -264325.968750 Penalty: 3790.692139
	Iteration 5F: 3 clusters Score -264326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -264505.718750 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -264505.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -264679.593750 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -264679.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -264811.625000 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -264811.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -264892.125000 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -264892.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -264999.906250 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -264999.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -265121.062500 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -265121.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -265334.812500 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -265334.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -265579.343750 Penalty: 3790.692139
	Iteration 13Q: 3 clusters Score -265579.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -265703.031250 Penalty: 3790.692139
	Iteration 14Q: 3 clusters Score -265703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -265797.687500 Penalty: 3790.692139
	Iteration 15Q: 3 clusters Score -265797.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -265832.000000 Penalty: 3790.692139
	Iteration 16Q: 3 clusters Score -265832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -265844.218750 Penalty: 3790.692139
	Iteration 17Q: 3 clusters Score -265844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -265846.718750 Penalty: 3790.692139
	Iteration 18Q: 3 clusters Score -265846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -265847.718750 Penalty: 3790.692139
	Iteration 19Q: 3 clusters Score -265847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -265852.187500 Penalty: 3790.692139
	Iteration 20F: 3 clusters Score -265852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -265858.281250 Penalty: 3790.692139
	Iteration 21Q: 3 clusters Score -265858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -265858.281250 Penalty: 3790.692139
	Iteration 22F: 3 clusters Score -265858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 699 members 
Mstep: Class 3 contains 190512 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73078 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43425 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79761 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 1386 members 
Entering Unmasked Estep 
Score: -133248552.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133249544.000000 to -133248552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (190512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190512 members 
Entering Unmasked Estep 
Score: -25212118.000000 Penalty: 3015.052734
	Iteration 0F: 2 clusters Score -2.521212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -25103200.000000 Penalty: 6030.105469
	Iteration 0F: 3 clusters Score -2.51032e+07 nChanged 91623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -25157632.000000 Penalty: 6030.105469
	Iteration 1F: 3 clusters Score -2.515763e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -25159528.000000 Penalty: 6030.105469
	Iteration 2Q: 3 clusters Score -2.515953e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111714 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -25162428.000000 Penalty: 6030.105469
	Iteration 3Q: 3 clusters Score -2.516243e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -25167090.000000 Penalty: 6030.105469
	Iteration 4F: 3 clusters Score -2.516709e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132095 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -25174172.000000 Penalty: 6030.105469
	Iteration 5F: 3 clusters Score -2.517417e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145334 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -25183232.000000 Penalty: 6030.105469
	Iteration 6F: 3 clusters Score -2.518323e+07 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -25193924.000000 Penalty: 6030.105469
	Iteration 7F: 3 clusters Score -2.519392e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170538 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -25202608.000000 Penalty: 6030.105469
	Iteration 8F: 3 clusters Score -2.520261e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179030 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -25207188.000000 Penalty: 6030.105469
	Iteration 9Q: 3 clusters Score -2.520719e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184184 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -25209104.000000 Penalty: 6030.105469
	Iteration 10Q: 3 clusters Score -2.52091e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186804 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -25209530.000000 Penalty: 6030.105469
	Iteration 11Q: 3 clusters Score -2.520953e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188131 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -25209598.000000 Penalty: 6030.105469
	Iteration 12Q: 3 clusters Score -2.52096e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188842 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -25209626.000000 Penalty: 6030.105469
	Iteration 13Q: 3 clusters Score -2.520963e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189263 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -25209710.000000 Penalty: 6030.105469
	Iteration 14Q: 3 clusters Score -2.520971e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189512 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -25209744.000000 Penalty: 6030.105469
	Iteration 15Q: 3 clusters Score -2.520974e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189645 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -25209738.000000 Penalty: 6030.105469
	Iteration 16Q: 3 clusters Score -2.520974e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189722 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -25209756.000000 Penalty: 6030.105469
	Iteration 17Q: 3 clusters Score -2.520976e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189782 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -25209774.000000 Penalty: 6030.105469
	Iteration 18Q: 3 clusters Score -2.520977e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189823 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25209840.000000 Penalty: 6030.105469
	Iteration 19Q: 3 clusters Score -2.520984e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189851 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -25209836.000000 Penalty: 6030.105469
	Iteration 20F: 3 clusters Score -2.520984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189866 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -25209846.000000 Penalty: 6030.105469
	Iteration 21Q: 3 clusters Score -2.520985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189883 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -25209846.000000 Penalty: 6030.105469
	Iteration 22Q: 3 clusters Score -2.520985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189894 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -25209856.000000 Penalty: 6030.105469
	Iteration 23Q: 3 clusters Score -2.520986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189904 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -25209850.000000 Penalty: 6030.105469
	Iteration 24Q: 3 clusters Score -2.520985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189907 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -25209852.000000 Penalty: 6030.105469
	Iteration 25Q: 3 clusters Score -2.520985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189908 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -25209862.000000 Penalty: 6030.105469
	Iteration 26Q: 3 clusters Score -2.520986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189911 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -25209848.000000 Penalty: 6030.105469
	Iteration 27Q: 3 clusters Score -2.520985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189912 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -25209854.000000 Penalty: 6030.105469
	Iteration 28Q: 3 clusters Score -2.520985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189912 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -25209846.000000 Penalty: 6030.105469
	Iteration 29Q: 3 clusters Score -2.520985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189912 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -25209846.000000 Penalty: 6030.105469
	Iteration 30F: 3 clusters Score -2.520985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Entering Unmasked Estep 
Score: -1272790.250000 Penalty: 2281.094971
	Iteration 0F: 2 clusters Score -1272790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1265203.250000 Penalty: 4562.189941
	Iteration 0F: 3 clusters Score -1265203 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1267274.500000 Penalty: 4562.189941
	Iteration 1F: 3 clusters Score -1267274 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1267542.375000 Penalty: 4562.189941
	Iteration 2F: 3 clusters Score -1267542 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1267742.875000 Penalty: 4562.189941
	Iteration 3Q: 3 clusters Score -1267743 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1267897.625000 Penalty: 4562.189941
	Iteration 4Q: 3 clusters Score -1267898 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1268000.875000 Penalty: 4562.189941
	Iteration 5Q: 3 clusters Score -1268001 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1268092.750000 Penalty: 4562.189941
	Iteration 6Q: 3 clusters Score -1268093 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1268164.125000 Penalty: 4562.189941
	Iteration 7Q: 3 clusters Score -1268164 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1268225.500000 Penalty: 4562.189941
	Iteration 8Q: 3 clusters Score -1268226 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1268276.375000 Penalty: 4562.189941
	Iteration 9Q: 3 clusters Score -1268276 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1268313.500000 Penalty: 4562.189941
	Iteration 10Q: 3 clusters Score -1268314 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1268354.375000 Penalty: 4562.189941
	Iteration 11Q: 3 clusters Score -1268354 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1268384.125000 Penalty: 4562.189941
	Iteration 12Q: 3 clusters Score -1268384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1268407.875000 Penalty: 4562.189941
	Iteration 13Q: 3 clusters Score -1268408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1268427.375000 Penalty: 4562.189941
	Iteration 14Q: 3 clusters Score -1268427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1268444.125000 Penalty: 4562.189941
	Iteration 15Q: 3 clusters Score -1268444 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1268464.500000 Penalty: 4562.189941
	Iteration 16Q: 3 clusters Score -1268464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1268490.500000 Penalty: 4562.189941
	Iteration 17Q: 3 clusters Score -1268490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1268510.250000 Penalty: 4562.189941
	Iteration 18Q: 3 clusters Score -1268510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1268529.625000 Penalty: 4562.189941
	Iteration 19Q: 3 clusters Score -1268530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1268550.125000 Penalty: 4562.189941
	Iteration 20F: 3 clusters Score -1268550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1268578.500000 Penalty: 4562.189941
	Iteration 21Q: 3 clusters Score -1268578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1268608.250000 Penalty: 4562.189941
	Iteration 22Q: 3 clusters Score -1268608 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1268653.000000 Penalty: 4562.189941
	Iteration 23Q: 3 clusters Score -1268653 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1268696.875000 Penalty: 4562.189941
	Iteration 24Q: 3 clusters Score -1268697 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1268750.875000 Penalty: 4562.189941
	Iteration 25Q: 3 clusters Score -1268751 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1268827.625000 Penalty: 4562.189941
	Iteration 26Q: 3 clusters Score -1268828 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1268912.875000 Penalty: 4562.189941
	Iteration 27Q: 3 clusters Score -1268913 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1269006.625000 Penalty: 4562.189941
	Iteration 28Q: 3 clusters Score -1269007 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1269109.500000 Penalty: 4562.189941
	Iteration 29Q: 3 clusters Score -1269110 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1269231.250000 Penalty: 4562.189941
	Iteration 30Q: 3 clusters Score -1269231 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1269386.375000 Penalty: 4562.189941
	Iteration 31Q: 3 clusters Score -1269386 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1269562.250000 Penalty: 4562.189941
	Iteration 32Q: 3 clusters Score -1269562 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1269746.625000 Penalty: 4562.189941
	Iteration 33Q: 3 clusters Score -1269747 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1269904.000000 Penalty: 4562.189941
	Iteration 34Q: 3 clusters Score -1269904 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1270064.875000 Penalty: 4562.189941
	Iteration 35Q: 3 clusters Score -1270065 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1270232.625000 Penalty: 4562.189941
	Iteration 36Q: 3 clusters Score -1270233 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1270365.000000 Penalty: 4562.189941
	Iteration 37Q: 3 clusters Score -1270365 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1270527.625000 Penalty: 4562.189941
	Iteration 38Q: 3 clusters Score -1270528 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1270746.000000 Penalty: 4562.189941
	Iteration 39Q: 3 clusters Score -1270746 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1270968.375000 Penalty: 4562.189941
	Iteration 40F: 3 clusters Score -1270968 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1271147.250000 Penalty: 4562.189941
	Iteration 41Q: 3 clusters Score -1271147 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1271281.000000 Penalty: 4562.189941
	Iteration 42Q: 3 clusters Score -1271281 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1271376.875000 Penalty: 4562.189941
	Iteration 43Q: 3 clusters Score -1271377 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1271434.000000 Penalty: 4562.189941
	Iteration 44Q: 3 clusters Score -1271434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1271471.000000 Penalty: 4562.189941
	Iteration 45Q: 3 clusters Score -1271471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1271492.375000 Penalty: 4562.189941
	Iteration 46Q: 3 clusters Score -1271492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1271505.000000 Penalty: 4562.189941
	Iteration 47Q: 3 clusters Score -1271505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1271512.125000 Penalty: 4562.189941
	Iteration 48Q: 3 clusters Score -1271512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1271520.500000 Penalty: 4562.189941
	Iteration 49Q: 3 clusters Score -1271520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1271522.125000 Penalty: 4562.189941
	Iteration 50Q: 3 clusters Score -1271522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1271523.375000 Penalty: 4562.189941
	Iteration 51Q: 3 clusters Score -1271523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1271525.750000 Penalty: 4562.189941
	Iteration 52Q: 3 clusters Score -1271526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1271527.375000 Penalty: 4562.189941
	Iteration 53Q: 3 clusters Score -1271527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1271528.250000 Penalty: 4562.189941
	Iteration 54Q: 3 clusters Score -1271528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1271529.375000 Penalty: 4562.189941
	Iteration 55Q: 3 clusters Score -1271529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1271532.750000 Penalty: 4562.189941
	Iteration 56Q: 3 clusters Score -1271533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1271533.000000 Penalty: 4562.189941
	Iteration 57Q: 3 clusters Score -1271533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1271534.125000 Penalty: 4562.189941
	Iteration 58Q: 3 clusters Score -1271534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1271534.500000 Penalty: 4562.189941
	Iteration 59Q: 3 clusters Score -1271534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1271534.500000 Penalty: 4562.189941
	Iteration 60F: 3 clusters Score -1271534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -60133.117188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -60133.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58608.250000 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -58608.25 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58921.281250 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -58921.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59217.957031 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -59217.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59492.542969 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -59492.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59684.925781 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -59684.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59753.601562 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -59753.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59828.773438 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -59828.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59866.160156 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -59866.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59886.089844 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -59886.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59905.218750 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -59905.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59927.406250 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -59927.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59970.871094 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -59970.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60087.921875 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -60087.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60184.363281 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -60184.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60199.320312 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -60199.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60228.031250 Penalty: 3102.852051
	Iteration 15Q: 3 clusters Score -60228.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60249.218750 Penalty: 3102.852051
	Iteration 16Q: 3 clusters Score -60249.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60262.875000 Penalty: 3102.852051
	Iteration 17Q: 3 clusters Score -60262.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60280.308594 Penalty: 3102.852051
	Iteration 18Q: 3 clusters Score -60280.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60305.179688 Penalty: 3102.852051
	Iteration 19Q: 3 clusters Score -60305.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60356.820312 Penalty: 3102.852051
	Iteration 20F: 3 clusters Score -60356.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60362.546875 Penalty: 3102.852051
	Iteration 21Q: 3 clusters Score -60362.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60362.546875 Penalty: 3102.852051
	Iteration 22F: 3 clusters Score -60362.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190512 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73078 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43425 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79761 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 192 members 
Entering Unmasked Estep 
Score: -133247880.000000 Penalty: 99558.382812
Splitting cluster 5 changes total score from -133249544.000000 to -133247880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Entering Unmasked Estep 
Score: -2415061.000000 Penalty: 2428.498535
	Iteration 0F: 2 clusters Score -2415061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2402272.000000 Penalty: 4856.997070
	Iteration 0F: 3 clusters Score -2402272 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2406702.250000 Penalty: 4856.997070
	Iteration 1F: 3 clusters Score -2406702 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2407335.000000 Penalty: 4856.997070
	Iteration 2F: 3 clusters Score -2407335 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2407837.250000 Penalty: 4856.997070
	Iteration 3F: 3 clusters Score -2407837 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2408238.250000 Penalty: 4856.997070
	Iteration 4F: 3 clusters Score -2408238 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2408558.750000 Penalty: 4856.997070
	Iteration 5Q: 3 clusters Score -2408559 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2408911.000000 Penalty: 4856.997070
	Iteration 6Q: 3 clusters Score -2408911 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2409273.750000 Penalty: 4856.997070
	Iteration 7Q: 3 clusters Score -2409274 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2409698.250000 Penalty: 4856.997070
	Iteration 8Q: 3 clusters Score -2409698 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2410180.500000 Penalty: 4856.997070
	Iteration 9Q: 3 clusters Score -2410180 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2410756.500000 Penalty: 4856.997070
	Iteration 10Q: 3 clusters Score -2410756 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2411416.500000 Penalty: 4856.997070
	Iteration 11F: 3 clusters Score -2411416 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2412038.750000 Penalty: 4856.997070
	Iteration 12Q: 3 clusters Score -2412039 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2412572.250000 Penalty: 4856.997070
	Iteration 13Q: 3 clusters Score -2412572 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2413044.250000 Penalty: 4856.997070
	Iteration 14Q: 3 clusters Score -2413044 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2413440.500000 Penalty: 4856.997070
	Iteration 15Q: 3 clusters Score -2413440 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2413697.500000 Penalty: 4856.997070
	Iteration 16Q: 3 clusters Score -2413698 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2413858.000000 Penalty: 4856.997070
	Iteration 17Q: 3 clusters Score -2413858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2413963.250000 Penalty: 4856.997070
	Iteration 18Q: 3 clusters Score -2413963 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2414043.250000 Penalty: 4856.997070
	Iteration 19Q: 3 clusters Score -2414043 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2414106.500000 Penalty: 4856.997070
	Iteration 20F: 3 clusters Score -2414106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2414143.250000 Penalty: 4856.997070
	Iteration 21Q: 3 clusters Score -2414143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2414160.750000 Penalty: 4856.997070
	Iteration 22Q: 3 clusters Score -2414161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2414180.000000 Penalty: 4856.997070
	Iteration 23Q: 3 clusters Score -2414180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2414190.750000 Penalty: 4856.997070
	Iteration 24Q: 3 clusters Score -2414191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2414205.000000 Penalty: 4856.997070
	Iteration 25Q: 3 clusters Score -2414205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2414204.500000 Penalty: 4856.997070
	Iteration 26Q: 3 clusters Score -2414204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2414206.250000 Penalty: 4856.997070
	Iteration 27Q: 3 clusters Score -2414206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2414212.750000 Penalty: 4856.997070
	Iteration 28Q: 3 clusters Score -2414213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2414217.500000 Penalty: 4856.997070
	Iteration 29Q: 3 clusters Score -2414218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2414219.500000 Penalty: 4856.997070
	Iteration 30Q: 3 clusters Score -2414220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2414221.000000 Penalty: 4856.997070
	Iteration 31Q: 3 clusters Score -2414221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2414221.750000 Penalty: 4856.997070
	Iteration 32Q: 3 clusters Score -2414222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2414221.750000 Penalty: 4856.997070
	Iteration 33F: 3 clusters Score -2414222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Entering Unmasked Estep 
Score: -3576965.000000 Penalty: 2525.902100
	Iteration 0F: 2 clusters Score -3576965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3558598.250000 Penalty: 5051.804199
	Iteration 0F: 3 clusters Score -3558598 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3564802.250000 Penalty: 5051.804199
	Iteration 1F: 3 clusters Score -3564802 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3565148.500000 Penalty: 5051.804199
	Iteration 2Q: 3 clusters Score -3565148 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3565496.000000 Penalty: 5051.804199
	Iteration 3Q: 3 clusters Score -3565496 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3565789.250000 Penalty: 5051.804199
	Iteration 4Q: 3 clusters Score -3565789 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3566092.500000 Penalty: 5051.804199
	Iteration 5Q: 3 clusters Score -3566092 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3566426.250000 Penalty: 5051.804199
	Iteration 6Q: 3 clusters Score -3566426 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3566810.000000 Penalty: 5051.804199
	Iteration 7Q: 3 clusters Score -3566810 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3567259.000000 Penalty: 5051.804199
	Iteration 8Q: 3 clusters Score -3567259 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3567807.500000 Penalty: 5051.804199
	Iteration 9Q: 3 clusters Score -3567808 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3568528.000000 Penalty: 5051.804199
	Iteration 10Q: 3 clusters Score -3568528 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3569488.000000 Penalty: 5051.804199
	Iteration 11F: 3 clusters Score -3569488 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3570595.500000 Penalty: 5051.804199
	Iteration 12F: 3 clusters Score -3570596 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3571630.250000 Penalty: 5051.804199
	Iteration 13Q: 3 clusters Score -3571630 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3572393.250000 Penalty: 5051.804199
	Iteration 14Q: 3 clusters Score -3572393 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3572781.500000 Penalty: 5051.804199
	Iteration 15Q: 3 clusters Score -3572782 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3572997.750000 Penalty: 5051.804199
	Iteration 16Q: 3 clusters Score -3572998 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3573134.250000 Penalty: 5051.804199
	Iteration 17Q: 3 clusters Score -3573134 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3573221.500000 Penalty: 5051.804199
	Iteration 18Q: 3 clusters Score -3573222 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3573290.000000 Penalty: 5051.804199
	Iteration 19Q: 3 clusters Score -3573290 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3573322.000000 Penalty: 5051.804199
	Iteration 20F: 3 clusters Score -3573322 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3573393.000000 Penalty: 5051.804199
	Iteration 21Q: 3 clusters Score -3573393 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3573457.000000 Penalty: 5051.804199
	Iteration 22Q: 3 clusters Score -3573457 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3573497.250000 Penalty: 5051.804199
	Iteration 23Q: 3 clusters Score -3573497 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3573558.500000 Penalty: 5051.804199
	Iteration 24Q: 3 clusters Score -3573558 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3573617.250000 Penalty: 5051.804199
	Iteration 25Q: 3 clusters Score -3573617 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3573661.500000 Penalty: 5051.804199
	Iteration 26Q: 3 clusters Score -3573662 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3573712.750000 Penalty: 5051.804199
	Iteration 27Q: 3 clusters Score -3573713 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3573774.250000 Penalty: 5051.804199
	Iteration 28Q: 3 clusters Score -3573774 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3573837.500000 Penalty: 5051.804199
	Iteration 29Q: 3 clusters Score -3573838 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3573891.250000 Penalty: 5051.804199
	Iteration 30Q: 3 clusters Score -3573891 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3573960.750000 Penalty: 5051.804199
	Iteration 31Q: 3 clusters Score -3573961 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3574022.250000 Penalty: 5051.804199
	Iteration 32Q: 3 clusters Score -3574022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3574089.250000 Penalty: 5051.804199
	Iteration 33Q: 3 clusters Score -3574089 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3574162.000000 Penalty: 5051.804199
	Iteration 34Q: 3 clusters Score -3574162 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3574229.250000 Penalty: 5051.804199
	Iteration 35Q: 3 clusters Score -3574229 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3574278.250000 Penalty: 5051.804199
	Iteration 36Q: 3 clusters Score -3574278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3574298.500000 Penalty: 5051.804199
	Iteration 37Q: 3 clusters Score -3574298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3574352.000000 Penalty: 5051.804199
	Iteration 38Q: 3 clusters Score -3574352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3574398.750000 Penalty: 5051.804199
	Iteration 39Q: 3 clusters Score -3574399 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3574449.250000 Penalty: 5051.804199
	Iteration 40F: 3 clusters Score -3574449 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3574492.500000 Penalty: 5051.804199
	Iteration 41Q: 3 clusters Score -3574492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3574508.000000 Penalty: 5051.804199
	Iteration 42Q: 3 clusters Score -3574508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3574527.500000 Penalty: 5051.804199
	Iteration 43Q: 3 clusters Score -3574528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3574534.750000 Penalty: 5051.804199
	Iteration 44Q: 3 clusters Score -3574535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3574536.500000 Penalty: 5051.804199
	Iteration 45Q: 3 clusters Score -3574536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3574554.250000 Penalty: 5051.804199
	Iteration 46Q: 3 clusters Score -3574554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3574551.500000 Penalty: 5051.804199
	Iteration 47Q: 3 clusters Score -3574552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3574558.250000 Penalty: 5051.804199
	Iteration 48Q: 3 clusters Score -3574558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3574553.500000 Penalty: 5051.804199
	Iteration 49Q: 3 clusters Score -3574554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3574566.000000 Penalty: 5051.804199
	Iteration 50Q: 3 clusters Score -3574566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3574575.750000 Penalty: 5051.804199
	Iteration 51Q: 3 clusters Score -3574576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3574581.000000 Penalty: 5051.804199
	Iteration 52Q: 3 clusters Score -3574581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3574588.000000 Penalty: 5051.804199
	Iteration 53Q: 3 clusters Score -3574588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3574599.000000 Penalty: 5051.804199
	Iteration 54Q: 3 clusters Score -3574599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3574600.250000 Penalty: 5051.804199
	Iteration 55Q: 3 clusters Score -3574600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3574607.500000 Penalty: 5051.804199
	Iteration 56Q: 3 clusters Score -3574608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3574613.250000 Penalty: 5051.804199
	Iteration 57Q: 3 clusters Score -3574613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3574610.000000 Penalty: 5051.804199
	Iteration 58Q: 3 clusters Score -3574610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3574614.000000 Penalty: 5051.804199
	Iteration 59Q: 3 clusters Score -3574614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3574614.500000 Penalty: 5051.804199
	Iteration 60F: 3 clusters Score -3574614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3574613.250000 Penalty: 5051.804199
	Iteration 61Q: 3 clusters Score -3574613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3574614.000000 Penalty: 5051.804199
	Iteration 62Q: 3 clusters Score -3574614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3574614.750000 Penalty: 5051.804199
	Iteration 63Q: 3 clusters Score -3574615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3574621.750000 Penalty: 5051.804199
	Iteration 64Q: 3 clusters Score -3574622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3574622.250000 Penalty: 5051.804199
	Iteration 65Q: 3 clusters Score -3574622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3574624.250000 Penalty: 5051.804199
	Iteration 66Q: 3 clusters Score -3574624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3574624.500000 Penalty: 5051.804199
	Iteration 67Q: 3 clusters Score -3574624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3574618.500000 Penalty: 5051.804199
	Iteration 68Q: 3 clusters Score -3574618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3574621.250000 Penalty: 5051.804199
	Iteration 69Q: 3 clusters Score -3574621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3574626.750000 Penalty: 5051.804199
	Iteration 70Q: 3 clusters Score -3574627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3574625.500000 Penalty: 5051.804199
	Iteration 71Q: 3 clusters Score -3574626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3574629.750000 Penalty: 5051.804199
	Iteration 72Q: 3 clusters Score -3574630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3574629.750000 Penalty: 5051.804199
	Iteration 73Q: 3 clusters Score -3574630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3574633.250000 Penalty: 5051.804199
	Iteration 74Q: 3 clusters Score -3574633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3574633.250000 Penalty: 5051.804199
	Iteration 75F: 3 clusters Score -3574633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Entering Unmasked Estep 
Score: -9487791.000000 Penalty: 2777.422119
	Iteration 0F: 2 clusters Score -9487791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -9438827.000000 Penalty: 5554.844238
	Iteration 0F: 3 clusters Score -9438827 nChanged 34192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -9458563.000000 Penalty: 5554.844238
	Iteration 1F: 3 clusters Score -9458563 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -9459856.000000 Penalty: 5554.844238
	Iteration 2Q: 3 clusters Score -9459856 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -9461671.000000 Penalty: 5554.844238
	Iteration 3F: 3 clusters Score -9461671 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -9464199.000000 Penalty: 5554.844238
	Iteration 4F: 3 clusters Score -9464199 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -9467640.000000 Penalty: 5554.844238
	Iteration 5F: 3 clusters Score -9467640 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -9471790.000000 Penalty: 5554.844238
	Iteration 6F: 3 clusters Score -9471790 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -9475983.000000 Penalty: 5554.844238
	Iteration 7F: 3 clusters Score -9475983 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -9479396.000000 Penalty: 5554.844238
	Iteration 8Q: 3 clusters Score -9479396 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -9481245.000000 Penalty: 5554.844238
	Iteration 9Q: 3 clusters Score -9481245 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -9482194.000000 Penalty: 5554.844238
	Iteration 10Q: 3 clusters Score -9482194 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -9482625.000000 Penalty: 5554.844238
	Iteration 11Q: 3 clusters Score -9482625 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -9482988.000000 Penalty: 5554.844238
	Iteration 12Q: 3 clusters Score -9482988 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -9483271.000000 Penalty: 5554.844238
	Iteration 13Q: 3 clusters Score -9483271 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -9483475.000000 Penalty: 5554.844238
	Iteration 14Q: 3 clusters Score -9483475 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -9483720.000000 Penalty: 5554.844238
	Iteration 15Q: 3 clusters Score -9483720 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -9483897.000000 Penalty: 5554.844238
	Iteration 16Q: 3 clusters Score -9483897 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -9484060.000000 Penalty: 5554.844238
	Iteration 17Q: 3 clusters Score -9484060 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -9484232.000000 Penalty: 5554.844238
	Iteration 18Q: 3 clusters Score -9484232 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -9484375.000000 Penalty: 5554.844238
	Iteration 19Q: 3 clusters Score -9484375 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -9484499.000000 Penalty: 5554.844238
	Iteration 20F: 3 clusters Score -9484499 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -9484715.000000 Penalty: 5554.844238
	Iteration 21Q: 3 clusters Score -9484715 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -9484826.000000 Penalty: 5554.844238
	Iteration 22Q: 3 clusters Score -9484826 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -9484977.000000 Penalty: 5554.844238
	Iteration 23Q: 3 clusters Score -9484977 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -9485063.000000 Penalty: 5554.844238
	Iteration 24Q: 3 clusters Score -9485063 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -9485148.000000 Penalty: 5554.844238
	Iteration 25Q: 3 clusters Score -9485148 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -9485199.000000 Penalty: 5554.844238
	Iteration 26Q: 3 clusters Score -9485199 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -9485292.000000 Penalty: 5554.844238
	Iteration 27Q: 3 clusters Score -9485292 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -9485335.000000 Penalty: 5554.844238
	Iteration 28Q: 3 clusters Score -9485335 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -9485388.000000 Penalty: 5554.844238
	Iteration 29Q: 3 clusters Score -9485388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -9485462.000000 Penalty: 5554.844238
	Iteration 30Q: 3 clusters Score -9485462 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -9485540.000000 Penalty: 5554.844238
	Iteration 31Q: 3 clusters Score -9485540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -9485599.000000 Penalty: 5554.844238
	Iteration 32Q: 3 clusters Score -9485599 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -9485631.000000 Penalty: 5554.844238
	Iteration 33Q: 3 clusters Score -9485631 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -9485661.000000 Penalty: 5554.844238
	Iteration 34Q: 3 clusters Score -9485661 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -9485710.000000 Penalty: 5554.844238
	Iteration 35Q: 3 clusters Score -9485710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -9485755.000000 Penalty: 5554.844238
	Iteration 36Q: 3 clusters Score -9485755 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -9485792.000000 Penalty: 5554.844238
	Iteration 37Q: 3 clusters Score -9485792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -9485829.000000 Penalty: 5554.844238
	Iteration 38Q: 3 clusters Score -9485829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -9485870.000000 Penalty: 5554.844238
	Iteration 39Q: 3 clusters Score -9485870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -9485892.000000 Penalty: 5554.844238
	Iteration 40F: 3 clusters Score -9485892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -9485916.000000 Penalty: 5554.844238
	Iteration 41Q: 3 clusters Score -9485916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -9485911.000000 Penalty: 5554.844238
	Iteration 42Q: 3 clusters Score -9485911 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -9485956.000000 Penalty: 5554.844238
	Iteration 43Q: 3 clusters Score -9485956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -9485983.000000 Penalty: 5554.844238
	Iteration 44Q: 3 clusters Score -9485983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -9485998.000000 Penalty: 5554.844238
	Iteration 45Q: 3 clusters Score -9485998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -9486020.000000 Penalty: 5554.844238
	Iteration 46Q: 3 clusters Score -9486020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -9486032.000000 Penalty: 5554.844238
	Iteration 47Q: 3 clusters Score -9486032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -9486025.000000 Penalty: 5554.844238
	Iteration 48Q: 3 clusters Score -9486025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -9486024.000000 Penalty: 5554.844238
	Iteration 49Q: 3 clusters Score -9486024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -9486042.000000 Penalty: 5554.844238
	Iteration 50Q: 3 clusters Score -9486042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -9486046.000000 Penalty: 5554.844238
	Iteration 51Q: 3 clusters Score -9486046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -9486048.000000 Penalty: 5554.844238
	Iteration 52Q: 3 clusters Score -9486048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -9486056.000000 Penalty: 5554.844238
	Iteration 53Q: 3 clusters Score -9486056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -9486067.000000 Penalty: 5554.844238
	Iteration 54Q: 3 clusters Score -9486067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -9486066.000000 Penalty: 5554.844238
	Iteration 55Q: 3 clusters Score -9486066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -9486069.000000 Penalty: 5554.844238
	Iteration 56Q: 3 clusters Score -9486069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -9486071.000000 Penalty: 5554.844238
	Iteration 57Q: 3 clusters Score -9486071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -9486072.000000 Penalty: 5554.844238
	Iteration 58Q: 3 clusters Score -9486072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -9486081.000000 Penalty: 5554.844238
	Iteration 59Q: 3 clusters Score -9486081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -9486076.000000 Penalty: 5554.844238
	Iteration 60F: 3 clusters Score -9486076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -9486082.000000 Penalty: 5554.844238
	Iteration 61Q: 3 clusters Score -9486082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -9486070.000000 Penalty: 5554.844238
	Iteration 62Q: 3 clusters Score -9486070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -9486078.000000 Penalty: 5554.844238
	Iteration 63Q: 3 clusters Score -9486078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -9486081.000000 Penalty: 5554.844238
	Iteration 64Q: 3 clusters Score -9486081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -9486086.000000 Penalty: 5554.844238
	Iteration 65Q: 3 clusters Score -9486086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -9486086.000000 Penalty: 5554.844238
	Iteration 66Q: 3 clusters Score -9486086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -9486085.000000 Penalty: 5554.844238
	Iteration 67Q: 3 clusters Score -9486085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -9486088.000000 Penalty: 5554.844238
	Iteration 68Q: 3 clusters Score -9486088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -9486081.000000 Penalty: 5554.844238
	Iteration 69Q: 3 clusters Score -9486081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -9486085.000000 Penalty: 5554.844238
	Iteration 70Q: 3 clusters Score -9486085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -9486085.000000 Penalty: 5554.844238
	Iteration 71F: 3 clusters Score -9486085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Entering Unmasked Estep 
Score: -1345466.500000 Penalty: 2282.796631
	Iteration 0F: 2 clusters Score -1345466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1337911.750000 Penalty: 4565.593262
	Iteration 0F: 3 clusters Score -1337912 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1340393.875000 Penalty: 4565.593262
	Iteration 1F: 3 clusters Score -1340394 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1340800.375000 Penalty: 4565.593262
	Iteration 2F: 3 clusters Score -1340800 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1341133.500000 Penalty: 4565.593262
	Iteration 3F: 3 clusters Score -1341134 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1341503.875000 Penalty: 4565.593262
	Iteration 4F: 3 clusters Score -1341504 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1341899.000000 Penalty: 4565.593262
	Iteration 5F: 3 clusters Score -1341899 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1342313.625000 Penalty: 4565.593262
	Iteration 6F: 3 clusters Score -1342314 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1342692.500000 Penalty: 4565.593262
	Iteration 7F: 3 clusters Score -1342692 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1343051.625000 Penalty: 4565.593262
	Iteration 8Q: 3 clusters Score -1343052 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1343392.375000 Penalty: 4565.593262
	Iteration 9Q: 3 clusters Score -1343392 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1343637.250000 Penalty: 4565.593262
	Iteration 10Q: 3 clusters Score -1343637 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1343792.375000 Penalty: 4565.593262
	Iteration 11Q: 3 clusters Score -1343792 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1343900.875000 Penalty: 4565.593262
	Iteration 12Q: 3 clusters Score -1343901 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1343979.125000 Penalty: 4565.593262
	Iteration 13Q: 3 clusters Score -1343979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1344039.125000 Penalty: 4565.593262
	Iteration 14Q: 3 clusters Score -1344039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1344087.875000 Penalty: 4565.593262
	Iteration 15Q: 3 clusters Score -1344088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1344113.500000 Penalty: 4565.593262
	Iteration 16Q: 3 clusters Score -1344114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1344130.750000 Penalty: 4565.593262
	Iteration 17Q: 3 clusters Score -1344131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1344142.125000 Penalty: 4565.593262
	Iteration 18Q: 3 clusters Score -1344142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1344152.500000 Penalty: 4565.593262
	Iteration 19Q: 3 clusters Score -1344152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1344160.125000 Penalty: 4565.593262
	Iteration 20F: 3 clusters Score -1344160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1344166.125000 Penalty: 4565.593262
	Iteration 21Q: 3 clusters Score -1344166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1344170.500000 Penalty: 4565.593262
	Iteration 22Q: 3 clusters Score -1344170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1344172.375000 Penalty: 4565.593262
	Iteration 23Q: 3 clusters Score -1344172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1344174.625000 Penalty: 4565.593262
	Iteration 24Q: 3 clusters Score -1344175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1344177.125000 Penalty: 4565.593262
	Iteration 25Q: 3 clusters Score -1344177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1344179.375000 Penalty: 4565.593262
	Iteration 26Q: 3 clusters Score -1344179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1344179.500000 Penalty: 4565.593262
	Iteration 27Q: 3 clusters Score -1344180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1344180.875000 Penalty: 4565.593262
	Iteration 28Q: 3 clusters Score -1344181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1344182.125000 Penalty: 4565.593262
	Iteration 29Q: 3 clusters Score -1344182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1344182.125000 Penalty: 4565.593262
	Iteration 30F: 3 clusters Score -1344182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Entering Unmasked Estep 
Score: -5651241.000000 Penalty: 2648.340088
	Iteration 0F: 2 clusters Score -5651241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5621806.500000 Penalty: 5296.680176
	Iteration 0F: 3 clusters Score -5621806 nChanged 20031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -5632750.000000 Penalty: 5296.680176
	Iteration 1F: 3 clusters Score -5632750 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5633191.500000 Penalty: 5296.680176
	Iteration 2Q: 3 clusters Score -5633192 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -5633606.000000 Penalty: 5296.680176
	Iteration 3Q: 3 clusters Score -5633606 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -5633991.000000 Penalty: 5296.680176
	Iteration 4Q: 3 clusters Score -5633991 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5634348.000000 Penalty: 5296.680176
	Iteration 5Q: 3 clusters Score -5634348 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -5634759.500000 Penalty: 5296.680176
	Iteration 6Q: 3 clusters Score -5634760 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -5635264.500000 Penalty: 5296.680176
	Iteration 7Q: 3 clusters Score -5635264 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -5635880.000000 Penalty: 5296.680176
	Iteration 8Q: 3 clusters Score -5635880 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5636859.500000 Penalty: 5296.680176
	Iteration 9Q: 3 clusters Score -5636860 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -5638244.000000 Penalty: 5296.680176
	Iteration 10F: 3 clusters Score -5638244 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -5640054.000000 Penalty: 5296.680176
	Iteration 11F: 3 clusters Score -5640054 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -5642176.000000 Penalty: 5296.680176
	Iteration 12F: 3 clusters Score -5642176 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -5644245.500000 Penalty: 5296.680176
	Iteration 13F: 3 clusters Score -5644246 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5646011.500000 Penalty: 5296.680176
	Iteration 14Q: 3 clusters Score -5646012 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -5647302.500000 Penalty: 5296.680176
	Iteration 15Q: 3 clusters Score -5647302 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -5648171.000000 Penalty: 5296.680176
	Iteration 16Q: 3 clusters Score -5648171 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -5648683.500000 Penalty: 5296.680176
	Iteration 17Q: 3 clusters Score -5648684 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5648970.000000 Penalty: 5296.680176
	Iteration 18Q: 3 clusters Score -5648970 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -5649093.500000 Penalty: 5296.680176
	Iteration 19Q: 3 clusters Score -5649094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5649158.500000 Penalty: 5296.680176
	Iteration 20F: 3 clusters Score -5649158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5649187.500000 Penalty: 5296.680176
	Iteration 21Q: 3 clusters Score -5649188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -5649214.500000 Penalty: 5296.680176
	Iteration 22Q: 3 clusters Score -5649214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5649225.500000 Penalty: 5296.680176
	Iteration 23Q: 3 clusters Score -5649226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5649242.500000 Penalty: 5296.680176
	Iteration 24Q: 3 clusters Score -5649242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -5649246.000000 Penalty: 5296.680176
	Iteration 25Q: 3 clusters Score -5649246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5649248.000000 Penalty: 5296.680176
	Iteration 26Q: 3 clusters Score -5649248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5649256.000000 Penalty: 5296.680176
	Iteration 27Q: 3 clusters Score -5649256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5649254.000000 Penalty: 5296.680176
	Iteration 28Q: 3 clusters Score -5649254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5649257.000000 Penalty: 5296.680176
	Iteration 29Q: 3 clusters Score -5649257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5649255.500000 Penalty: 5296.680176
	Iteration 30Q: 3 clusters Score -5649256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5649260.500000 Penalty: 5296.680176
	Iteration 31Q: 3 clusters Score -5649260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5649253.500000 Penalty: 5296.680176
	Iteration 32Q: 3 clusters Score -5649254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5649253.000000 Penalty: 5296.680176
	Iteration 33Q: 3 clusters Score -5649253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5649255.500000 Penalty: 5296.680176
	Iteration 34Q: 3 clusters Score -5649256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5649262.000000 Penalty: 5296.680176
	Iteration 35Q: 3 clusters Score -5649262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5649258.000000 Penalty: 5296.680176
	Iteration 36Q: 3 clusters Score -5649258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5649262.000000 Penalty: 5296.680176
	Iteration 37Q: 3 clusters Score -5649262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5649256.500000 Penalty: 5296.680176
	Iteration 38Q: 3 clusters Score -5649256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5649257.000000 Penalty: 5296.680176
	Iteration 39Q: 3 clusters Score -5649257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5649256.500000 Penalty: 5296.680176
	Iteration 40F: 3 clusters Score -5649256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5649258.500000 Penalty: 5296.680176
	Iteration 41Q: 3 clusters Score -5649258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5649258.500000 Penalty: 5296.680176
	Iteration 42F: 3 clusters Score -5649258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -25735.474609 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -25735.47 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 131 members 
Entering Unmasked Estep 
Score: -24570.214844 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -24570.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24837.447266 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -24837.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24928.757812 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -24928.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24959.728516 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -24959.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24977.181641 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -24977.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25020.404297 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -25020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25049.898438 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -25049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25076.044922 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -25076.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25100.578125 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -25100.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25128.199219 Penalty: 2773.129639
	Iteration 9Q: 3 clusters Score -25128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25149.619141 Penalty: 2773.129639
	Iteration 10Q: 3 clusters Score -25149.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25163.626953 Penalty: 2773.129639
	Iteration 11Q: 3 clusters Score -25163.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25163.626953 Penalty: 2773.129639
	Iteration 12F: 3 clusters Score -25163.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208664 members 
Entering Unmasked Estep 
Score: -27698142.000000 Penalty: 3037.623291
	Iteration 0F: 2 clusters Score -2.769814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104321 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -27564340.000000 Penalty: 6075.246582
	Iteration 0F: 3 clusters Score -2.756434e+07 nChanged 100654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -27622410.000000 Penalty: 6075.246582
	Iteration 1F: 3 clusters Score -2.762241e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -27623020.000000 Penalty: 6075.246582
	Iteration 2Q: 3 clusters Score -2.762302e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -27623930.000000 Penalty: 6075.246582
	Iteration 3Q: 3 clusters Score -2.762393e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -27624860.000000 Penalty: 6075.246582
	Iteration 4Q: 3 clusters Score -2.762486e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 108864 members 
Entering Unmasked Estep 
Score: -27625962.000000 Penalty: 6075.246582
	Iteration 5Q: 3 clusters Score -2.762596e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 111775 members 
Entering Unmasked Estep 
Score: -27627678.000000 Penalty: 6075.246582
	Iteration 6Q: 3 clusters Score -2.762768e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 116325 members 
Entering Unmasked Estep 
Score: -27630450.000000 Penalty: 6075.246582
	Iteration 7Q: 3 clusters Score -2.763045e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 123177 members 
Entering Unmasked Estep 
Score: -27635242.000000 Penalty: 6075.246582
	Iteration 8Q: 3 clusters Score -2.763524e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 132857 members 
Entering Unmasked Estep 
Score: -27643218.000000 Penalty: 6075.246582
	Iteration 9F: 3 clusters Score -2.764322e+07 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 144830 members 
Entering Unmasked Estep 
Score: -27654824.000000 Penalty: 6075.246582
	Iteration 10F: 3 clusters Score -2.765482e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 156850 members 
Entering Unmasked Estep 
Score: -27668118.000000 Penalty: 6075.246582
	Iteration 11F: 3 clusters Score -2.766812e+07 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 165697 members 
Entering Unmasked Estep 
Score: -27679636.000000 Penalty: 6075.246582
	Iteration 12F: 3 clusters Score -2.767964e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 170769 members 
Entering Unmasked Estep 
Score: -27686368.000000 Penalty: 6075.246582
	Iteration 13Q: 3 clusters Score -2.768637e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 174157 members 
Entering Unmasked Estep 
Score: -27689858.000000 Penalty: 6075.246582
	Iteration 14Q: 3 clusters Score -2.768986e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -27691808.000000 Penalty: 6075.246582
	Iteration 15Q: 3 clusters Score -2.769181e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 179507 members 
Entering Unmasked Estep 
Score: -27693270.000000 Penalty: 6075.246582
	Iteration 16Q: 3 clusters Score -2.769327e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 181714 members 
Entering Unmasked Estep 
Score: -27694294.000000 Penalty: 6075.246582
	Iteration 17Q: 3 clusters Score -2.769429e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 183665 members 
Entering Unmasked Estep 
Score: -27695042.000000 Penalty: 6075.246582
	Iteration 18Q: 3 clusters Score -2.769504e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 185375 members 
Entering Unmasked Estep 
Score: -27695480.000000 Penalty: 6075.246582
	Iteration 19Q: 3 clusters Score -2.769548e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 186890 members 
Entering Unmasked Estep 
Score: -27695816.000000 Penalty: 6075.246582
	Iteration 20F: 3 clusters Score -2.769582e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 188282 members 
Entering Unmasked Estep 
Score: -27695922.000000 Penalty: 6075.246582
	Iteration 21Q: 3 clusters Score -2.769592e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 189526 members 
Entering Unmasked Estep 
Score: -27696160.000000 Penalty: 6075.246582
	Iteration 22Q: 3 clusters Score -2.769616e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 190648 members 
Entering Unmasked Estep 
Score: -27696390.000000 Penalty: 6075.246582
	Iteration 23Q: 3 clusters Score -2.769639e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 191635 members 
Entering Unmasked Estep 
Score: -27696528.000000 Penalty: 6075.246582
	Iteration 24Q: 3 clusters Score -2.769653e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 192571 members 
Entering Unmasked Estep 
Score: -27696656.000000 Penalty: 6075.246582
	Iteration 25Q: 3 clusters Score -2.769666e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 193426 members 
Entering Unmasked Estep 
Score: -27696676.000000 Penalty: 6075.246582
	Iteration 26Q: 3 clusters Score -2.769668e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 194266 members 
Entering Unmasked Estep 
Score: -27696844.000000 Penalty: 6075.246582
	Iteration 27Q: 3 clusters Score -2.769684e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 195033 members 
Entering Unmasked Estep 
Score: -27696778.000000 Penalty: 6075.246582
	Iteration 28Q: 3 clusters Score -2.769678e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 195788 members 
Entering Unmasked Estep 
Score: -27696592.000000 Penalty: 6075.246582
	Iteration 29Q: 3 clusters Score -2.769659e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 196480 members 
Entering Unmasked Estep 
Score: -27696586.000000 Penalty: 6075.246582
	Iteration 30Q: 3 clusters Score -2.769659e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 197128 members 
Entering Unmasked Estep 
Score: -27696636.000000 Penalty: 6075.246582
	Iteration 31Q: 3 clusters Score -2.769664e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 197719 members 
Entering Unmasked Estep 
Score: -27696660.000000 Penalty: 6075.246582
	Iteration 32Q: 3 clusters Score -2.769666e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 198281 members 
Entering Unmasked Estep 
Score: -27696654.000000 Penalty: 6075.246582
	Iteration 33Q: 3 clusters Score -2.769665e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 198775 members 
Entering Unmasked Estep 
Score: -27696700.000000 Penalty: 6075.246582
	Iteration 34Q: 3 clusters Score -2.76967e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 199209 members 
Entering Unmasked Estep 
Score: -27696582.000000 Penalty: 6075.246582
	Iteration 35Q: 3 clusters Score -2.769658e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 199610 members 
Entering Unmasked Estep 
Score: -27696516.000000 Penalty: 6075.246582
	Iteration 36Q: 3 clusters Score -2.769652e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 200010 members 
Entering Unmasked Estep 
Score: -27696488.000000 Penalty: 6075.246582
	Iteration 37Q: 3 clusters Score -2.769649e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 200396 members 
Entering Unmasked Estep 
Score: -27696450.000000 Penalty: 6075.246582
	Iteration 38Q: 3 clusters Score -2.769645e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 200765 members 
Entering Unmasked Estep 
Score: -27696444.000000 Penalty: 6075.246582
	Iteration 39Q: 3 clusters Score -2.769644e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 201089 members 
Entering Unmasked Estep 
Score: -27696452.000000 Penalty: 6075.246582
	Iteration 40F: 3 clusters Score -2.769645e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 201424 members 
Entering Unmasked Estep 
Score: -27696412.000000 Penalty: 6075.246582
	Iteration 41Q: 3 clusters Score -2.769641e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 201751 members 
Entering Unmasked Estep 
Score: -27696454.000000 Penalty: 6075.246582
	Iteration 42Q: 3 clusters Score -2.769645e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 202080 members 
Entering Unmasked Estep 
Score: -27696460.000000 Penalty: 6075.246582
	Iteration 43Q: 3 clusters Score -2.769646e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 202357 members 
Entering Unmasked Estep 
Score: -27696398.000000 Penalty: 6075.246582
	Iteration 44Q: 3 clusters Score -2.76964e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 202608 members 
Entering Unmasked Estep 
Score: -27696358.000000 Penalty: 6075.246582
	Iteration 45Q: 3 clusters Score -2.769636e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 202841 members 
Entering Unmasked Estep 
Score: -27696452.000000 Penalty: 6075.246582
	Iteration 46Q: 3 clusters Score -2.769645e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 203060 members 
Entering Unmasked Estep 
Score: -27696430.000000 Penalty: 6075.246582
	Iteration 47Q: 3 clusters Score -2.769643e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 203283 members 
Entering Unmasked Estep 
Score: -27696408.000000 Penalty: 6075.246582
	Iteration 48Q: 3 clusters Score -2.769641e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 203489 members 
Entering Unmasked Estep 
Score: -27696434.000000 Penalty: 6075.246582
	Iteration 49Q: 3 clusters Score -2.769643e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 203689 members 
Entering Unmasked Estep 
Score: -27696442.000000 Penalty: 6075.246582
	Iteration 50Q: 3 clusters Score -2.769644e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 203869 members 
Entering Unmasked Estep 
Score: -27696418.000000 Penalty: 6075.246582
	Iteration 51Q: 3 clusters Score -2.769642e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 204024 members 
Entering Unmasked Estep 
Score: -27696398.000000 Penalty: 6075.246582
	Iteration 52Q: 3 clusters Score -2.76964e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 204166 members 
Entering Unmasked Estep 
Score: -27696406.000000 Penalty: 6075.246582
	Iteration 53Q: 3 clusters Score -2.769641e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 204290 members 
Entering Unmasked Estep 
Score: -27696374.000000 Penalty: 6075.246582
	Iteration 54Q: 3 clusters Score -2.769637e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 204416 members 
Entering Unmasked Estep 
Score: -27696368.000000 Penalty: 6075.246582
	Iteration 55Q: 3 clusters Score -2.769637e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 204530 members 
Entering Unmasked Estep 
Score: -27696418.000000 Penalty: 6075.246582
	Iteration 56Q: 3 clusters Score -2.769642e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 204651 members 
Entering Unmasked Estep 
Score: -27696448.000000 Penalty: 6075.246582
	Iteration 57Q: 3 clusters Score -2.769645e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 204769 members 
Entering Unmasked Estep 
Score: -27696422.000000 Penalty: 6075.246582
	Iteration 58Q: 3 clusters Score -2.769642e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 204885 members 
Entering Unmasked Estep 
Score: -27696448.000000 Penalty: 6075.246582
	Iteration 59Q: 3 clusters Score -2.769645e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 204995 members 
Entering Unmasked Estep 
Score: -27696448.000000 Penalty: 6075.246582
	Iteration 60F: 3 clusters Score -2.769645e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 205099 members 
Entering Unmasked Estep 
Score: -27696460.000000 Penalty: 6075.246582
	Iteration 61Q: 3 clusters Score -2.769646e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 205197 members 
Entering Unmasked Estep 
Score: -27696442.000000 Penalty: 6075.246582
	Iteration 62Q: 3 clusters Score -2.769644e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 205279 members 
Entering Unmasked Estep 
Score: -27696424.000000 Penalty: 6075.246582
	Iteration 63Q: 3 clusters Score -2.769642e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 205363 members 
Entering Unmasked Estep 
Score: -27696452.000000 Penalty: 6075.246582
	Iteration 64Q: 3 clusters Score -2.769645e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 205460 members 
Entering Unmasked Estep 
Score: -27696430.000000 Penalty: 6075.246582
	Iteration 65Q: 3 clusters Score -2.769643e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 205552 members 
Entering Unmasked Estep 
Score: -27696446.000000 Penalty: 6075.246582
	Iteration 66Q: 3 clusters Score -2.769645e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 205640 members 
Entering Unmasked Estep 
Score: -27696424.000000 Penalty: 6075.246582
	Iteration 67Q: 3 clusters Score -2.769642e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 205722 members 
Entering Unmasked Estep 
Score: -27696450.000000 Penalty: 6075.246582
	Iteration 68Q: 3 clusters Score -2.769645e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 205794 members 
Entering Unmasked Estep 
Score: -27696462.000000 Penalty: 6075.246582
	Iteration 69Q: 3 clusters Score -2.769646e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 205848 members 
Entering Unmasked Estep 
Score: -27696440.000000 Penalty: 6075.246582
	Iteration 70Q: 3 clusters Score -2.769644e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 205891 members 
Entering Unmasked Estep 
Score: -27696408.000000 Penalty: 6075.246582
	Iteration 71Q: 3 clusters Score -2.769641e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 205933 members 
Entering Unmasked Estep 
Score: -27696386.000000 Penalty: 6075.246582
	Iteration 72Q: 3 clusters Score -2.769639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 205968 members 
Entering Unmasked Estep 
Score: -27696352.000000 Penalty: 6075.246582
	Iteration 73Q: 3 clusters Score -2.769635e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 206001 members 
Entering Unmasked Estep 
Score: -27696374.000000 Penalty: 6075.246582
	Iteration 74Q: 3 clusters Score -2.769637e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 206037 members 
Entering Unmasked Estep 
Score: -27696358.000000 Penalty: 6075.246582
	Iteration 75Q: 3 clusters Score -2.769636e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 206072 members 
Entering Unmasked Estep 
Score: -27696362.000000 Penalty: 6075.246582
	Iteration 76Q: 3 clusters Score -2.769636e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 206109 members 
Entering Unmasked Estep 
Score: -27696344.000000 Penalty: 6075.246582
	Iteration 77Q: 3 clusters Score -2.769634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 206139 members 
Entering Unmasked Estep 
Score: -27696332.000000 Penalty: 6075.246582
	Iteration 78Q: 3 clusters Score -2.769633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 206158 members 
Entering Unmasked Estep 
Score: -27696318.000000 Penalty: 6075.246582
	Iteration 79Q: 3 clusters Score -2.769632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 206181 members 
Entering Unmasked Estep 
Score: -27696324.000000 Penalty: 6075.246582
	Iteration 80F: 3 clusters Score -2.769632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 206211 members 
Entering Unmasked Estep 
Score: -27696328.000000 Penalty: 6075.246582
	Iteration 81Q: 3 clusters Score -2.769633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 206229 members 
Entering Unmasked Estep 
Score: -27696344.000000 Penalty: 6075.246582
	Iteration 82Q: 3 clusters Score -2.769634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 206249 members 
Entering Unmasked Estep 
Score: -27696322.000000 Penalty: 6075.246582
	Iteration 83Q: 3 clusters Score -2.769632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 206262 members 
Entering Unmasked Estep 
Score: -27696336.000000 Penalty: 6075.246582
	Iteration 84Q: 3 clusters Score -2.769634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 206269 members 
Entering Unmasked Estep 
Score: -27696306.000000 Penalty: 6075.246582
	Iteration 85Q: 3 clusters Score -2.769631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 206276 members 
Entering Unmasked Estep 
Score: -27696338.000000 Penalty: 6075.246582
	Iteration 86Q: 3 clusters Score -2.769634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 206284 members 
Entering Unmasked Estep 
Score: -27696320.000000 Penalty: 6075.246582
	Iteration 87Q: 3 clusters Score -2.769632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 206294 members 
Entering Unmasked Estep 
Score: -27696306.000000 Penalty: 6075.246582
	Iteration 88Q: 3 clusters Score -2.769631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 206303 members 
Entering Unmasked Estep 
Score: -27696298.000000 Penalty: 6075.246582
	Iteration 89Q: 3 clusters Score -2.76963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 206313 members 
Entering Unmasked Estep 
Score: -27696300.000000 Penalty: 6075.246582
	Iteration 90Q: 3 clusters Score -2.76963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 206320 members 
Entering Unmasked Estep 
Score: -27696308.000000 Penalty: 6075.246582
	Iteration 91Q: 3 clusters Score -2.769631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 206329 members 
Entering Unmasked Estep 
Score: -27696296.000000 Penalty: 6075.246582
	Iteration 92Q: 3 clusters Score -2.76963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 206335 members 
Entering Unmasked Estep 
Score: -27696278.000000 Penalty: 6075.246582
	Iteration 93Q: 3 clusters Score -2.769628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 206340 members 
Entering Unmasked Estep 
Score: -27696270.000000 Penalty: 6075.246582
	Iteration 94Q: 3 clusters Score -2.769627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 206343 members 
Entering Unmasked Estep 
Score: -27696264.000000 Penalty: 6075.246582
	Iteration 95Q: 3 clusters Score -2.769626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 206344 members 
Entering Unmasked Estep 
Score: -27696266.000000 Penalty: 6075.246582
	Iteration 96Q: 3 clusters Score -2.769627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 206345 members 
Entering Unmasked Estep 
Score: -27696248.000000 Penalty: 6075.246582
	Iteration 97Q: 3 clusters Score -2.769625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 206349 members 
Entering Unmasked Estep 
Score: -27696256.000000 Penalty: 6075.246582
	Iteration 98Q: 3 clusters Score -2.769626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 206358 members 
Entering Unmasked Estep 
Score: -27696280.000000 Penalty: 6075.246582
	Iteration 99Q: 3 clusters Score -2.769628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 206362 members 
Entering Unmasked Estep 
Score: -27696276.000000 Penalty: 6075.246582
	Iteration 100F: 3 clusters Score -2.769628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 206370 members 
Entering Unmasked Estep 
Score: -27696278.000000 Penalty: 6075.246582
	Iteration 101Q: 3 clusters Score -2.769628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 206382 members 
Entering Unmasked Estep 
Score: -27696258.000000 Penalty: 6075.246582
	Iteration 102Q: 3 clusters Score -2.769626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 206396 members 
Entering Unmasked Estep 
Score: -27696270.000000 Penalty: 6075.246582
	Iteration 103Q: 3 clusters Score -2.769627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 206413 members 
Entering Unmasked Estep 
Score: -27696254.000000 Penalty: 6075.246582
	Iteration 104Q: 3 clusters Score -2.769625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 206425 members 
Entering Unmasked Estep 
Score: -27696252.000000 Penalty: 6075.246582
	Iteration 105Q: 3 clusters Score -2.769625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 206434 members 
Entering Unmasked Estep 
Score: -27696260.000000 Penalty: 6075.246582
	Iteration 106Q: 3 clusters Score -2.769626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 206445 members 
Entering Unmasked Estep 
Score: -27696282.000000 Penalty: 6075.246582
	Iteration 107Q: 3 clusters Score -2.769628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 206458 members 
Entering Unmasked Estep 
Score: -27696258.000000 Penalty: 6075.246582
	Iteration 108Q: 3 clusters Score -2.769626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 206470 members 
Entering Unmasked Estep 
Score: -27696286.000000 Penalty: 6075.246582
	Iteration 109Q: 3 clusters Score -2.769629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 206485 members 
Entering Unmasked Estep 
Score: -27696304.000000 Penalty: 6075.246582
	Iteration 110Q: 3 clusters Score -2.76963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 206508 members 
Entering Unmasked Estep 
Score: -27696314.000000 Penalty: 6075.246582
	Iteration 111Q: 3 clusters Score -2.769631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 206533 members 
Entering Unmasked Estep 
Score: -27696306.000000 Penalty: 6075.246582
	Iteration 112Q: 3 clusters Score -2.769631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 206555 members 
Entering Unmasked Estep 
Score: -27696292.000000 Penalty: 6075.246582
	Iteration 113Q: 3 clusters Score -2.769629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 206583 members 
Entering Unmasked Estep 
Score: -27696292.000000 Penalty: 6075.246582
	Iteration 114Q: 3 clusters Score -2.769629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 206610 members 
Entering Unmasked Estep 
Score: -27696286.000000 Penalty: 6075.246582
	Iteration 115Q: 3 clusters Score -2.769629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 206632 members 
Entering Unmasked Estep 
Score: -27696264.000000 Penalty: 6075.246582
	Iteration 116Q: 3 clusters Score -2.769626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 206650 members 
Entering Unmasked Estep 
Score: -27696246.000000 Penalty: 6075.246582
	Iteration 117Q: 3 clusters Score -2.769625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 206666 members 
Entering Unmasked Estep 
Score: -27696266.000000 Penalty: 6075.246582
	Iteration 118Q: 3 clusters Score -2.769627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 206678 members 
Entering Unmasked Estep 
Score: -27696266.000000 Penalty: 6075.246582
	Iteration 119Q: 3 clusters Score -2.769627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 206689 members 
Entering Unmasked Estep 
Score: -27696264.000000 Penalty: 6075.246582
	Iteration 120F: 3 clusters Score -2.769626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 206702 members 
Entering Unmasked Estep 
Score: -27696272.000000 Penalty: 6075.246582
	Iteration 121Q: 3 clusters Score -2.769627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 206717 members 
Entering Unmasked Estep 
Score: -27696234.000000 Penalty: 6075.246582
	Iteration 122Q: 3 clusters Score -2.769623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 206728 members 
Entering Unmasked Estep 
Score: -27696250.000000 Penalty: 6075.246582
	Iteration 123Q: 3 clusters Score -2.769625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 206737 members 
Entering Unmasked Estep 
Score: -27696246.000000 Penalty: 6075.246582
	Iteration 124Q: 3 clusters Score -2.769625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 206750 members 
Entering Unmasked Estep 
Score: -27696274.000000 Penalty: 6075.246582
	Iteration 125Q: 3 clusters Score -2.769627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 206763 members 
Entering Unmasked Estep 
Score: -27696238.000000 Penalty: 6075.246582
	Iteration 126Q: 3 clusters Score -2.769624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 206778 members 
Entering Unmasked Estep 
Score: -27696244.000000 Penalty: 6075.246582
	Iteration 127Q: 3 clusters Score -2.769624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 206793 members 
Entering Unmasked Estep 
Score: -27696234.000000 Penalty: 6075.246582
	Iteration 128Q: 3 clusters Score -2.769623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 206805 members 
Entering Unmasked Estep 
Score: -27696214.000000 Penalty: 6075.246582
	Iteration 129Q: 3 clusters Score -2.769621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 206823 members 
Entering Unmasked Estep 
Score: -27696212.000000 Penalty: 6075.246582
	Iteration 130Q: 3 clusters Score -2.769621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 206833 members 
Entering Unmasked Estep 
Score: -27696228.000000 Penalty: 6075.246582
	Iteration 131Q: 3 clusters Score -2.769623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 206844 members 
Entering Unmasked Estep 
Score: -27696204.000000 Penalty: 6075.246582
	Iteration 132Q: 3 clusters Score -2.76962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 206857 members 
Entering Unmasked Estep 
Score: -27696212.000000 Penalty: 6075.246582
	Iteration 133Q: 3 clusters Score -2.769621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 206872 members 
Entering Unmasked Estep 
Score: -27696192.000000 Penalty: 6075.246582
	Iteration 134Q: 3 clusters Score -2.769619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 206882 members 
Entering Unmasked Estep 
Score: -27696172.000000 Penalty: 6075.246582
	Iteration 135Q: 3 clusters Score -2.769617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 206888 members 
Entering Unmasked Estep 
Score: -27696156.000000 Penalty: 6075.246582
	Iteration 136Q: 3 clusters Score -2.769616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 206893 members 
Entering Unmasked Estep 
Score: -27696146.000000 Penalty: 6075.246582
	Iteration 137Q: 3 clusters Score -2.769615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 206897 members 
Entering Unmasked Estep 
Score: -27696154.000000 Penalty: 6075.246582
	Iteration 138Q: 3 clusters Score -2.769615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 206901 members 
Entering Unmasked Estep 
Score: -27696164.000000 Penalty: 6075.246582
	Iteration 139Q: 3 clusters Score -2.769616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 206905 members 
Entering Unmasked Estep 
Score: -27696166.000000 Penalty: 6075.246582
	Iteration 140F: 3 clusters Score -2.769617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 206909 members 
Entering Unmasked Estep 
Score: -27696170.000000 Penalty: 6075.246582
	Iteration 141Q: 3 clusters Score -2.769617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 206913 members 
Entering Unmasked Estep 
Score: -27696178.000000 Penalty: 6075.246582
	Iteration 142Q: 3 clusters Score -2.769618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 206918 members 
Entering Unmasked Estep 
Score: -27696168.000000 Penalty: 6075.246582
	Iteration 143Q: 3 clusters Score -2.769617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 206923 members 
Entering Unmasked Estep 
Score: -27696160.000000 Penalty: 6075.246582
	Iteration 144Q: 3 clusters Score -2.769616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 206928 members 
Entering Unmasked Estep 
Score: -27696156.000000 Penalty: 6075.246582
	Iteration 145Q: 3 clusters Score -2.769616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 206933 members 
Entering Unmasked Estep 
Score: -27696144.000000 Penalty: 6075.246582
	Iteration 146Q: 3 clusters Score -2.769614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 206937 members 
Entering Unmasked Estep 
Score: -27696126.000000 Penalty: 6075.246582
	Iteration 147Q: 3 clusters Score -2.769613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 206941 members 
Entering Unmasked Estep 
Score: -27696144.000000 Penalty: 6075.246582
	Iteration 148Q: 3 clusters Score -2.769614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 206944 members 
Entering Unmasked Estep 
Score: -27696162.000000 Penalty: 6075.246582
	Iteration 149Q: 3 clusters Score -2.769616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 206947 members 
Entering Unmasked Estep 
Score: -27696142.000000 Penalty: 6075.246582
	Iteration 150Q: 3 clusters Score -2.769614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 206950 members 
Entering Unmasked Estep 
Score: -27696152.000000 Penalty: 6075.246582
	Iteration 151Q: 3 clusters Score -2.769615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 206951 members 
Entering Unmasked Estep 
Score: -27696144.000000 Penalty: 6075.246582
	Iteration 152Q: 3 clusters Score -2.769614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 206952 members 
Entering Unmasked Estep 
Score: -27696144.000000 Penalty: 6075.246582
	Iteration 153Q: 3 clusters Score -2.769614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 206951 members 
Entering Unmasked Estep 
Score: -27696144.000000 Penalty: 6075.246582
	Iteration 154Q: 3 clusters Score -2.769614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 206951 members 
Entering Unmasked Estep 
Score: -27696144.000000 Penalty: 6075.246582
	Iteration 155F: 3 clusters Score -2.769614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Entering Unmasked Estep 
Score: -1602531.500000 Penalty: 2352.339844
	Iteration 0F: 2 clusters Score -1602532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1592942.875000 Penalty: 4704.679688
	Iteration 0F: 3 clusters Score -1592943 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1595842.750000 Penalty: 4704.679688
	Iteration 1F: 3 clusters Score -1595843 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1596256.125000 Penalty: 4704.679688
	Iteration 2F: 3 clusters Score -1596256 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1596701.750000 Penalty: 4704.679688
	Iteration 3F: 3 clusters Score -1596702 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1597200.625000 Penalty: 4704.679688
	Iteration 4F: 3 clusters Score -1597201 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1597770.500000 Penalty: 4704.679688
	Iteration 5F: 3 clusters Score -1597770 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1598338.000000 Penalty: 4704.679688
	Iteration 6F: 3 clusters Score -1598338 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1598949.000000 Penalty: 4704.679688
	Iteration 7F: 3 clusters Score -1598949 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1599413.125000 Penalty: 4704.679688
	Iteration 8F: 3 clusters Score -1599413 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1599709.250000 Penalty: 4704.679688
	Iteration 9Q: 3 clusters Score -1599709 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1599884.500000 Penalty: 4704.679688
	Iteration 10Q: 3 clusters Score -1599884 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1600031.125000 Penalty: 4704.679688
	Iteration 11Q: 3 clusters Score -1600031 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1600167.875000 Penalty: 4704.679688
	Iteration 12Q: 3 clusters Score -1600168 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1600279.875000 Penalty: 4704.679688
	Iteration 13Q: 3 clusters Score -1600280 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1600377.625000 Penalty: 4704.679688
	Iteration 14Q: 3 clusters Score -1600378 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1600480.250000 Penalty: 4704.679688
	Iteration 15Q: 3 clusters Score -1600480 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1600598.250000 Penalty: 4704.679688
	Iteration 16Q: 3 clusters Score -1600598 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1600723.875000 Penalty: 4704.679688
	Iteration 17Q: 3 clusters Score -1600724 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1600843.750000 Penalty: 4704.679688
	Iteration 18Q: 3 clusters Score -1600844 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1600977.250000 Penalty: 4704.679688
	Iteration 19Q: 3 clusters Score -1600977 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1601131.750000 Penalty: 4704.679688
	Iteration 20F: 3 clusters Score -1601132 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1601271.875000 Penalty: 4704.679688
	Iteration 21Q: 3 clusters Score -1601272 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1601439.625000 Penalty: 4704.679688
	Iteration 22Q: 3 clusters Score -1601440 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1601608.125000 Penalty: 4704.679688
	Iteration 23Q: 3 clusters Score -1601608 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1601759.625000 Penalty: 4704.679688
	Iteration 24Q: 3 clusters Score -1601760 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1601867.750000 Penalty: 4704.679688
	Iteration 25Q: 3 clusters Score -1601868 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1601946.000000 Penalty: 4704.679688
	Iteration 26Q: 3 clusters Score -1601946 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1602017.750000 Penalty: 4704.679688
	Iteration 27Q: 3 clusters Score -1602018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1602062.750000 Penalty: 4704.679688
	Iteration 28Q: 3 clusters Score -1602063 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1602103.750000 Penalty: 4704.679688
	Iteration 29Q: 3 clusters Score -1602104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1602126.875000 Penalty: 4704.679688
	Iteration 30Q: 3 clusters Score -1602127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1602148.625000 Penalty: 4704.679688
	Iteration 31Q: 3 clusters Score -1602149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1602168.125000 Penalty: 4704.679688
	Iteration 32Q: 3 clusters Score -1602168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1602184.125000 Penalty: 4704.679688
	Iteration 33Q: 3 clusters Score -1602184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1602191.750000 Penalty: 4704.679688
	Iteration 34Q: 3 clusters Score -1602192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1602191.625000 Penalty: 4704.679688
	Iteration 35Q: 3 clusters Score -1602192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1602204.250000 Penalty: 4704.679688
	Iteration 36Q: 3 clusters Score -1602204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1602209.750000 Penalty: 4704.679688
	Iteration 37Q: 3 clusters Score -1602210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1602213.500000 Penalty: 4704.679688
	Iteration 38Q: 3 clusters Score -1602214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1602216.750000 Penalty: 4704.679688
	Iteration 39Q: 3 clusters Score -1602217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1602219.000000 Penalty: 4704.679688
	Iteration 40F: 3 clusters Score -1602219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1602222.625000 Penalty: 4704.679688
	Iteration 41Q: 3 clusters Score -1602223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1602221.125000 Penalty: 4704.679688
	Iteration 42Q: 3 clusters Score -1602221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1602223.125000 Penalty: 4704.679688
	Iteration 43Q: 3 clusters Score -1602223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1602223.875000 Penalty: 4704.679688
	Iteration 44Q: 3 clusters Score -1602224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1602224.000000 Penalty: 4704.679688
	Iteration 45Q: 3 clusters Score -1602224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1602224.625000 Penalty: 4704.679688
	Iteration 46Q: 3 clusters Score -1602225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1602223.875000 Penalty: 4704.679688
	Iteration 47Q: 3 clusters Score -1602224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1602223.875000 Penalty: 4704.679688
	Iteration 48F: 3 clusters Score -1602224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Entering Unmasked Estep 
Score: -6959528.500000 Penalty: 2693.531982
	Iteration 0F: 2 clusters Score -6959528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -6924622.500000 Penalty: 5387.063965
	Iteration 0F: 3 clusters Score -6924622 nChanged 24017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -6937808.000000 Penalty: 5387.063965
	Iteration 1F: 3 clusters Score -6937808 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -6938347.000000 Penalty: 5387.063965
	Iteration 2Q: 3 clusters Score -6938347 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -6938815.500000 Penalty: 5387.063965
	Iteration 3Q: 3 clusters Score -6938816 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -6939353.000000 Penalty: 5387.063965
	Iteration 4Q: 3 clusters Score -6939353 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -6939956.500000 Penalty: 5387.063965
	Iteration 5Q: 3 clusters Score -6939956 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -6940774.500000 Penalty: 5387.063965
	Iteration 6Q: 3 clusters Score -6940774 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -6942036.000000 Penalty: 5387.063965
	Iteration 7Q: 3 clusters Score -6942036 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -6943925.000000 Penalty: 5387.063965
	Iteration 8F: 3 clusters Score -6943925 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -6946404.500000 Penalty: 5387.063965
	Iteration 9F: 3 clusters Score -6946404 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -6949189.000000 Penalty: 5387.063965
	Iteration 10F: 3 clusters Score -6949189 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -6951996.500000 Penalty: 5387.063965
	Iteration 11F: 3 clusters Score -6951996 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -6954083.500000 Penalty: 5387.063965
	Iteration 12Q: 3 clusters Score -6954084 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -6955378.000000 Penalty: 5387.063965
	Iteration 13Q: 3 clusters Score -6955378 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -6956111.000000 Penalty: 5387.063965
	Iteration 14Q: 3 clusters Score -6956111 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -6956493.000000 Penalty: 5387.063965
	Iteration 15Q: 3 clusters Score -6956493 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -6956716.500000 Penalty: 5387.063965
	Iteration 16Q: 3 clusters Score -6956716 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -6956852.500000 Penalty: 5387.063965
	Iteration 17Q: 3 clusters Score -6956852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -6956933.500000 Penalty: 5387.063965
	Iteration 18Q: 3 clusters Score -6956934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -6956983.000000 Penalty: 5387.063965
	Iteration 19Q: 3 clusters Score -6956983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6957025.500000 Penalty: 5387.063965
	Iteration 20F: 3 clusters Score -6957026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -6957052.000000 Penalty: 5387.063965
	Iteration 21Q: 3 clusters Score -6957052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -6957068.000000 Penalty: 5387.063965
	Iteration 22Q: 3 clusters Score -6957068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -6957099.000000 Penalty: 5387.063965
	Iteration 23Q: 3 clusters Score -6957099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -6957102.500000 Penalty: 5387.063965
	Iteration 24Q: 3 clusters Score -6957102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -6957112.000000 Penalty: 5387.063965
	Iteration 25Q: 3 clusters Score -6957112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -6957124.500000 Penalty: 5387.063965
	Iteration 26Q: 3 clusters Score -6957124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -6957120.000000 Penalty: 5387.063965
	Iteration 27Q: 3 clusters Score -6957120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -6957128.000000 Penalty: 5387.063965
	Iteration 28Q: 3 clusters Score -6957128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -6957141.000000 Penalty: 5387.063965
	Iteration 29Q: 3 clusters Score -6957141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -6957140.000000 Penalty: 5387.063965
	Iteration 30Q: 3 clusters Score -6957140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6957144.500000 Penalty: 5387.063965
	Iteration 31Q: 3 clusters Score -6957144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6957149.500000 Penalty: 5387.063965
	Iteration 32Q: 3 clusters Score -6957150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6957146.500000 Penalty: 5387.063965
	Iteration 33Q: 3 clusters Score -6957146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6957148.000000 Penalty: 5387.063965
	Iteration 34Q: 3 clusters Score -6957148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -6957145.500000 Penalty: 5387.063965
	Iteration 35Q: 3 clusters Score -6957146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -6957151.500000 Penalty: 5387.063965
	Iteration 36Q: 3 clusters Score -6957152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -6957152.000000 Penalty: 5387.063965
	Iteration 37Q: 3 clusters Score -6957152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -6957157.500000 Penalty: 5387.063965
	Iteration 38Q: 3 clusters Score -6957158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -6957154.000000 Penalty: 5387.063965
	Iteration 39Q: 3 clusters Score -6957154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -6957154.000000 Penalty: 5387.063965
	Iteration 40F: 3 clusters Score -6957154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Entering Unmasked Estep 
Score: -4862441.000000 Penalty: 2602.626953
	Iteration 0F: 2 clusters Score -4862441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4837727.500000 Penalty: 5205.253906
	Iteration 0F: 3 clusters Score -4837728 nChanged 16499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4846787.000000 Penalty: 5205.253906
	Iteration 1F: 3 clusters Score -4846787 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -4847265.500000 Penalty: 5205.253906
	Iteration 2Q: 3 clusters Score -4847266 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4847838.500000 Penalty: 5205.253906
	Iteration 3Q: 3 clusters Score -4847838 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4848601.500000 Penalty: 5205.253906
	Iteration 4Q: 3 clusters Score -4848602 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -4849665.000000 Penalty: 5205.253906
	Iteration 5F: 3 clusters Score -4849665 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -4851259.000000 Penalty: 5205.253906
	Iteration 6F: 3 clusters Score -4851259 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4853357.500000 Penalty: 5205.253906
	Iteration 7F: 3 clusters Score -4853358 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4855650.500000 Penalty: 5205.253906
	Iteration 8F: 3 clusters Score -4855650 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4857599.500000 Penalty: 5205.253906
	Iteration 9F: 3 clusters Score -4857600 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4858854.000000 Penalty: 5205.253906
	Iteration 10Q: 3 clusters Score -4858854 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4859463.500000 Penalty: 5205.253906
	Iteration 11Q: 3 clusters Score -4859464 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4859750.000000 Penalty: 5205.253906
	Iteration 12Q: 3 clusters Score -4859750 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4859911.500000 Penalty: 5205.253906
	Iteration 13Q: 3 clusters Score -4859912 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4860020.500000 Penalty: 5205.253906
	Iteration 14Q: 3 clusters Score -4860020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4860086.500000 Penalty: 5205.253906
	Iteration 15Q: 3 clusters Score -4860086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4860129.500000 Penalty: 5205.253906
	Iteration 16Q: 3 clusters Score -4860130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4860151.500000 Penalty: 5205.253906
	Iteration 17Q: 3 clusters Score -4860152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4860161.500000 Penalty: 5205.253906
	Iteration 18Q: 3 clusters Score -4860162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4860175.500000 Penalty: 5205.253906
	Iteration 19Q: 3 clusters Score -4860176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4860179.500000 Penalty: 5205.253906
	Iteration 20F: 3 clusters Score -4860180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4860188.000000 Penalty: 5205.253906
	Iteration 21Q: 3 clusters Score -4860188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4860192.500000 Penalty: 5205.253906
	Iteration 22Q: 3 clusters Score -4860192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4860198.000000 Penalty: 5205.253906
	Iteration 23Q: 3 clusters Score -4860198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4860203.000000 Penalty: 5205.253906
	Iteration 24Q: 3 clusters Score -4860203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4860206.000000 Penalty: 5205.253906
	Iteration 25Q: 3 clusters Score -4860206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4860206.000000 Penalty: 5205.253906
	Iteration 26Q: 3 clusters Score -4860206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4860206.000000 Penalty: 5205.253906
	Iteration 27F: 3 clusters Score -4860206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -270642.468750 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -270642.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -267989.343750 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -267989.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -268472.218750 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -268472.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -268580.843750 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -268580.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -268653.750000 Penalty: 3786.631348
	Iteration 3Q: 3 clusters Score -268653.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -268710.562500 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -268710.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -268752.562500 Penalty: 3786.631348
	Iteration 5Q: 3 clusters Score -268752.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -268785.218750 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -268785.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -268809.437500 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -268809.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -268834.312500 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -268834.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -268860.312500 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -268860.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -268884.625000 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -268884.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -268903.593750 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -268903.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -268920.687500 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -268920.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -268937.593750 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -268937.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -268951.875000 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -268951.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -268961.375000 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -268961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -268971.062500 Penalty: 3786.631348
	Iteration 16Q: 3 clusters Score -268971.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -268979.906250 Penalty: 3786.631348
	Iteration 17Q: 3 clusters Score -268979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -268986.125000 Penalty: 3786.631348
	Iteration 18Q: 3 clusters Score -268986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -269000.406250 Penalty: 3786.631348
	Iteration 19Q: 3 clusters Score -269000.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -269019.750000 Penalty: 3786.631348
	Iteration 20F: 3 clusters Score -269019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -269032.562500 Penalty: 3786.631348
	Iteration 21Q: 3 clusters Score -269032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -269040.781250 Penalty: 3786.631348
	Iteration 22Q: 3 clusters Score -269040.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -269051.250000 Penalty: 3786.631348
	Iteration 23Q: 3 clusters Score -269051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -269054.718750 Penalty: 3786.631348
	Iteration 24Q: 3 clusters Score -269054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -269055.812500 Penalty: 3786.631348
	Iteration 25Q: 3 clusters Score -269055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -269059.312500 Penalty: 3786.631348
	Iteration 26Q: 3 clusters Score -269059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -269062.531250 Penalty: 3786.631348
	Iteration 27Q: 3 clusters Score -269062.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -269070.125000 Penalty: 3786.631348
	Iteration 28Q: 3 clusters Score -269070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -269073.531250 Penalty: 3786.631348
	Iteration 29Q: 3 clusters Score -269073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -269077.812500 Penalty: 3786.631348
	Iteration 30Q: 3 clusters Score -269077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -269079.687500 Penalty: 3786.631348
	Iteration 31Q: 3 clusters Score -269079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -269080.187500 Penalty: 3786.631348
	Iteration 32Q: 3 clusters Score -269080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -269081.593750 Penalty: 3786.631348
	Iteration 33Q: 3 clusters Score -269081.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -269082.843750 Penalty: 3786.631348
	Iteration 34Q: 3 clusters Score -269082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -269085.437500 Penalty: 3786.631348
	Iteration 35Q: 3 clusters Score -269085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -269090.468750 Penalty: 3786.631348
	Iteration 36Q: 3 clusters Score -269090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -269092.875000 Penalty: 3786.631348
	Iteration 37Q: 3 clusters Score -269092.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -269097.468750 Penalty: 3786.631348
	Iteration 38Q: 3 clusters Score -269097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -269099.250000 Penalty: 3786.631348
	Iteration 39Q: 3 clusters Score -269099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -269101.156250 Penalty: 3786.631348
	Iteration 40F: 3 clusters Score -269101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -269103.125000 Penalty: 3786.631348
	Iteration 41Q: 3 clusters Score -269103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -269104.250000 Penalty: 3786.631348
	Iteration 42Q: 3 clusters Score -269104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -269105.500000 Penalty: 3786.631348
	Iteration 43Q: 3 clusters Score -269105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -269107.093750 Penalty: 3786.631348
	Iteration 44Q: 3 clusters Score -269107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -269107.093750 Penalty: 3786.631348
	Iteration 45F: 3 clusters Score -269107.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -21300.865234 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -21300.87 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: -20135.550781 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -20135.55 nChanged 33
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: -20313.097656 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -20313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20353.533203 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -20353.53 nChanged 3
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: -20371.896484 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -20371.9 nChanged 4
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: -20396.962891 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -20396.96 nChanged 2
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: -20412.419922 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -20412.42 nChanged 2
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: -20431.005859 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -20431.01 nChanged 0
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: -20431.005859 Penalty: 2666.138184
	Iteration 7F: 3 clusters Score -20431.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Entering Unmasked Estep 
Score: -4258510.500000 Penalty: 2589.998291
	Iteration 0F: 2 clusters Score -4258510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4235320.000000 Penalty: 5179.996582
	Iteration 0F: 3 clusters Score -4235320 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4243696.000000 Penalty: 5179.996582
	Iteration 1F: 3 clusters Score -4243696 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4244263.500000 Penalty: 5179.996582
	Iteration 2Q: 3 clusters Score -4244264 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4244768.000000 Penalty: 5179.996582
	Iteration 3Q: 3 clusters Score -4244768 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4245227.000000 Penalty: 5179.996582
	Iteration 4Q: 3 clusters Score -4245227 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4245659.500000 Penalty: 5179.996582
	Iteration 5Q: 3 clusters Score -4245660 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4246185.500000 Penalty: 5179.996582
	Iteration 6Q: 3 clusters Score -4246186 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -4246811.000000 Penalty: 5179.996582
	Iteration 7Q: 3 clusters Score -4246811 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4247590.000000 Penalty: 5179.996582
	Iteration 8Q: 3 clusters Score -4247590 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4248521.000000 Penalty: 5179.996582
	Iteration 9Q: 3 clusters Score -4248521 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4249824.500000 Penalty: 5179.996582
	Iteration 10F: 3 clusters Score -4249824 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4251339.000000 Penalty: 5179.996582
	Iteration 11F: 3 clusters Score -4251339 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4252806.000000 Penalty: 5179.996582
	Iteration 12F: 3 clusters Score -4252806 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4254007.000000 Penalty: 5179.996582
	Iteration 13Q: 3 clusters Score -4254007 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4254792.000000 Penalty: 5179.996582
	Iteration 14Q: 3 clusters Score -4254792 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4255335.000000 Penalty: 5179.996582
	Iteration 15Q: 3 clusters Score -4255335 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4255667.000000 Penalty: 5179.996582
	Iteration 16Q: 3 clusters Score -4255667 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4255874.000000 Penalty: 5179.996582
	Iteration 17Q: 3 clusters Score -4255874 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4256051.500000 Penalty: 5179.996582
	Iteration 18Q: 3 clusters Score -4256052 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4256160.000000 Penalty: 5179.996582
	Iteration 19Q: 3 clusters Score -4256160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4256234.000000 Penalty: 5179.996582
	Iteration 20F: 3 clusters Score -4256234 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4256294.000000 Penalty: 5179.996582
	Iteration 21Q: 3 clusters Score -4256294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4256346.500000 Penalty: 5179.996582
	Iteration 22Q: 3 clusters Score -4256346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4256387.000000 Penalty: 5179.996582
	Iteration 23Q: 3 clusters Score -4256387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4256418.500000 Penalty: 5179.996582
	Iteration 24Q: 3 clusters Score -4256418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -4256433.000000 Penalty: 5179.996582
	Iteration 25Q: 3 clusters Score -4256433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -4256443.000000 Penalty: 5179.996582
	Iteration 26Q: 3 clusters Score -4256443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -4256456.500000 Penalty: 5179.996582
	Iteration 27Q: 3 clusters Score -4256456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4256473.500000 Penalty: 5179.996582
	Iteration 28Q: 3 clusters Score -4256474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4256478.000000 Penalty: 5179.996582
	Iteration 29Q: 3 clusters Score -4256478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4256480.500000 Penalty: 5179.996582
	Iteration 30Q: 3 clusters Score -4256480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4256484.500000 Penalty: 5179.996582
	Iteration 31Q: 3 clusters Score -4256484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4256493.000000 Penalty: 5179.996582
	Iteration 32Q: 3 clusters Score -4256493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4256494.500000 Penalty: 5179.996582
	Iteration 33Q: 3 clusters Score -4256494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4256495.000000 Penalty: 5179.996582
	Iteration 34Q: 3 clusters Score -4256495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4256498.500000 Penalty: 5179.996582
	Iteration 35Q: 3 clusters Score -4256498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4256498.500000 Penalty: 5179.996582
	Iteration 36Q: 3 clusters Score -4256498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4256503.500000 Penalty: 5179.996582
	Iteration 37Q: 3 clusters Score -4256504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4256506.500000 Penalty: 5179.996582
	Iteration 38Q: 3 clusters Score -4256506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4256503.000000 Penalty: 5179.996582
	Iteration 39Q: 3 clusters Score -4256503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4256504.500000 Penalty: 5179.996582
	Iteration 40F: 3 clusters Score -4256504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4256506.500000 Penalty: 5179.996582
	Iteration 41Q: 3 clusters Score -4256506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4256507.000000 Penalty: 5179.996582
	Iteration 42Q: 3 clusters Score -4256507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4256507.000000 Penalty: 5179.996582
	Iteration 43Q: 3 clusters Score -4256507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4256508.500000 Penalty: 5179.996582
	Iteration 44Q: 3 clusters Score -4256508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4256510.000000 Penalty: 5179.996582
	Iteration 45Q: 3 clusters Score -4256510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4256510.000000 Penalty: 5179.996582
	Iteration 46F: 3 clusters Score -4256510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Entering Unmasked Estep 
Score: -3385756.500000 Penalty: 2513.026123
	Iteration 0F: 2 clusters Score -3385756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3368288.500000 Penalty: 5026.052246
	Iteration 0F: 3 clusters Score -3368288 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3374428.000000 Penalty: 5026.052246
	Iteration 1F: 3 clusters Score -3374428 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3374936.000000 Penalty: 5026.052246
	Iteration 2F: 3 clusters Score -3374936 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3375466.250000 Penalty: 5026.052246
	Iteration 3Q: 3 clusters Score -3375466 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3376042.250000 Penalty: 5026.052246
	Iteration 4Q: 3 clusters Score -3376042 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3376803.250000 Penalty: 5026.052246
	Iteration 5F: 3 clusters Score -3376803 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3377734.250000 Penalty: 5026.052246
	Iteration 6F: 3 clusters Score -3377734 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3378895.750000 Penalty: 5026.052246
	Iteration 7F: 3 clusters Score -3378896 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3380177.750000 Penalty: 5026.052246
	Iteration 8F: 3 clusters Score -3380178 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3381340.750000 Penalty: 5026.052246
	Iteration 9F: 3 clusters Score -3381341 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3382232.250000 Penalty: 5026.052246
	Iteration 10Q: 3 clusters Score -3382232 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3382819.750000 Penalty: 5026.052246
	Iteration 11Q: 3 clusters Score -3382820 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3383176.000000 Penalty: 5026.052246
	Iteration 12Q: 3 clusters Score -3383176 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3383343.000000 Penalty: 5026.052246
	Iteration 13Q: 3 clusters Score -3383343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3383444.750000 Penalty: 5026.052246
	Iteration 14Q: 3 clusters Score -3383445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3383491.000000 Penalty: 5026.052246
	Iteration 15Q: 3 clusters Score -3383491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3383519.250000 Penalty: 5026.052246
	Iteration 16Q: 3 clusters Score -3383519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3383537.750000 Penalty: 5026.052246
	Iteration 17Q: 3 clusters Score -3383538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3383548.500000 Penalty: 5026.052246
	Iteration 18Q: 3 clusters Score -3383548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3383559.250000 Penalty: 5026.052246
	Iteration 19Q: 3 clusters Score -3383559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3383560.000000 Penalty: 5026.052246
	Iteration 20F: 3 clusters Score -3383560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3383561.250000 Penalty: 5026.052246
	Iteration 21Q: 3 clusters Score -3383561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3383560.000000 Penalty: 5026.052246
	Iteration 22Q: 3 clusters Score -3383560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3383560.000000 Penalty: 5026.052246
	Iteration 23F: 3 clusters Score -3383560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185460 members 
Entering Unmasked Estep 
Score: -24598074.000000 Penalty: 3008.387451
	Iteration 0F: 2 clusters Score -2.459807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -24476616.000000 Penalty: 6016.774902
	Iteration 0F: 3 clusters Score -2.447662e+07 nChanged 88658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 87794 members 
Entering Unmasked Estep 
Score: -24528740.000000 Penalty: 6016.774902
	Iteration 1F: 3 clusters Score -2.452874e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -24530276.000000 Penalty: 6016.774902
	Iteration 2Q: 3 clusters Score -2.453028e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105764 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -24532454.000000 Penalty: 6016.774902
	Iteration 3Q: 3 clusters Score -2.453245e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113263 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -24536372.000000 Penalty: 6016.774902
	Iteration 4Q: 3 clusters Score -2.453637e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124052 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -24543212.000000 Penalty: 6016.774902
	Iteration 5F: 3 clusters Score -2.454321e+07 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138398 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -24554160.000000 Penalty: 6016.774902
	Iteration 6F: 3 clusters Score -2.455416e+07 nChanged 16311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154619 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -24568768.000000 Penalty: 6016.774902
	Iteration 7F: 3 clusters Score -2.456877e+07 nChanged 14398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168985 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -24582312.000000 Penalty: 6016.774902
	Iteration 8F: 3 clusters Score -2.458231e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178339 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -24590288.000000 Penalty: 6016.774902
	Iteration 9F: 3 clusters Score -2.459029e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -24593604.000000 Penalty: 6016.774902
	Iteration 10Q: 3 clusters Score -2.45936e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184228 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -24594738.000000 Penalty: 6016.774902
	Iteration 11Q: 3 clusters Score -2.459474e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -24595064.000000 Penalty: 6016.774902
	Iteration 12Q: 3 clusters Score -2.459506e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184849 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -24595306.000000 Penalty: 6016.774902
	Iteration 13Q: 3 clusters Score -2.459531e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184905 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -24595382.000000 Penalty: 6016.774902
	Iteration 14Q: 3 clusters Score -2.459538e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -24595412.000000 Penalty: 6016.774902
	Iteration 15Q: 3 clusters Score -2.459541e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184952 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -24595448.000000 Penalty: 6016.774902
	Iteration 16Q: 3 clusters Score -2.459545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184967 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -24595502.000000 Penalty: 6016.774902
	Iteration 17Q: 3 clusters Score -2.45955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184968 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -24595508.000000 Penalty: 6016.774902
	Iteration 18Q: 3 clusters Score -2.459551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184973 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -24595526.000000 Penalty: 6016.774902
	Iteration 19Q: 3 clusters Score -2.459553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184976 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -24595546.000000 Penalty: 6016.774902
	Iteration 20F: 3 clusters Score -2.459555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184978 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -24595550.000000 Penalty: 6016.774902
	Iteration 21Q: 3 clusters Score -2.459555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184979 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -24595548.000000 Penalty: 6016.774902
	Iteration 22Q: 3 clusters Score -2.459555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184981 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -24595550.000000 Penalty: 6016.774902
	Iteration 23Q: 3 clusters Score -2.459555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184980 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -24595546.000000 Penalty: 6016.774902
	Iteration 24Q: 3 clusters Score -2.459555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184978 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -24595546.000000 Penalty: 6016.774902
	Iteration 25Q: 3 clusters Score -2.459555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184978 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -24595546.000000 Penalty: 6016.774902
	Iteration 26F: 3 clusters Score -2.459555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -514479.437500 Penalty: 2060.921875
	Iteration 0F: 2 clusters Score -514479.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -510596.718750 Penalty: 4121.843750
	Iteration 0F: 3 clusters Score -510596.7 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -511871.156250 Penalty: 4121.843750
	Iteration 1F: 3 clusters Score -511871.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -512369.062500 Penalty: 4121.843750
	Iteration 2F: 3 clusters Score -512369.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -512628.468750 Penalty: 4121.843750
	Iteration 3F: 3 clusters Score -512628.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -512772.906250 Penalty: 4121.843750
	Iteration 4F: 3 clusters Score -512772.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -512893.875000 Penalty: 4121.843750
	Iteration 5Q: 3 clusters Score -512893.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -513031.000000 Penalty: 4121.843750
	Iteration 6Q: 3 clusters Score -513031 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -513186.218750 Penalty: 4121.843750
	Iteration 7Q: 3 clusters Score -513186.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -513369.312500 Penalty: 4121.843750
	Iteration 8Q: 3 clusters Score -513369.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -513530.968750 Penalty: 4121.843750
	Iteration 9Q: 3 clusters Score -513531 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -513688.906250 Penalty: 4121.843750
	Iteration 10Q: 3 clusters Score -513688.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -513802.968750 Penalty: 4121.843750
	Iteration 11Q: 3 clusters Score -513803 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -513892.656250 Penalty: 4121.843750
	Iteration 12Q: 3 clusters Score -513892.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -513959.312500 Penalty: 4121.843750
	Iteration 13Q: 3 clusters Score -513959.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -513999.625000 Penalty: 4121.843750
	Iteration 14Q: 3 clusters Score -513999.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -514038.875000 Penalty: 4121.843750
	Iteration 15Q: 3 clusters Score -514038.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -514090.468750 Penalty: 4121.843750
	Iteration 16Q: 3 clusters Score -514090.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -514153.156250 Penalty: 4121.843750
	Iteration 17Q: 3 clusters Score -514153.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -514215.531250 Penalty: 4121.843750
	Iteration 18Q: 3 clusters Score -514215.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -514261.687500 Penalty: 4121.843750
	Iteration 19Q: 3 clusters Score -514261.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -514296.968750 Penalty: 4121.843750
	Iteration 20F: 3 clusters Score -514297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -514324.156250 Penalty: 4121.843750
	Iteration 21Q: 3 clusters Score -514324.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -514352.718750 Penalty: 4121.843750
	Iteration 22Q: 3 clusters Score -514352.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -514387.062500 Penalty: 4121.843750
	Iteration 23Q: 3 clusters Score -514387.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -514418.968750 Penalty: 4121.843750
	Iteration 24Q: 3 clusters Score -514419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -514476.093750 Penalty: 4121.843750
	Iteration 25Q: 3 clusters Score -514476.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -514517.437500 Penalty: 4121.843750
	Iteration 26Q: 3 clusters Score -514517.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -514550.343750 Penalty: 4121.843750
	Iteration 27Q: 3 clusters Score -514550.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -514564.781250 Penalty: 4121.843750
	Iteration 28Q: 3 clusters Score -514564.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -514575.000000 Penalty: 4121.843750
	Iteration 29Q: 3 clusters Score -514575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -514586.406250 Penalty: 4121.843750
	Iteration 30Q: 3 clusters Score -514586.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -514593.593750 Penalty: 4121.843750
	Iteration 31Q: 3 clusters Score -514593.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -514597.437500 Penalty: 4121.843750
	Iteration 32Q: 3 clusters Score -514597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -514600.593750 Penalty: 4121.843750
	Iteration 33Q: 3 clusters Score -514600.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -514604.281250 Penalty: 4121.843750
	Iteration 34Q: 3 clusters Score -514604.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -514606.781250 Penalty: 4121.843750
	Iteration 35Q: 3 clusters Score -514606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -514607.156250 Penalty: 4121.843750
	Iteration 36Q: 3 clusters Score -514607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -514607.437500 Penalty: 4121.843750
	Iteration 37Q: 3 clusters Score -514607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -514608.406250 Penalty: 4121.843750
	Iteration 38Q: 3 clusters Score -514608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -514608.531250 Penalty: 4121.843750
	Iteration 39F: 3 clusters Score -514608.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -514608.156250 Penalty: 4121.843750
	Iteration 40F: 3 clusters Score -514608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190512 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73078 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43425 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 2766 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79761 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 1299 members 
Entering Unmasked Estep 
Score: -133248096.000000 Penalty: 99558.382812
Splitting cluster 21 changes total score from -133249544.000000 to -133248096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -626475.750000 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -626475.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -622067.062500 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -622067.1 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -623354.062500 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -623354.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -623844.625000 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -623844.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -624228.562500 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -624228.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -624531.875000 Penalty: 4217.333496
	Iteration 4F: 3 clusters Score -624531.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -624757.812500 Penalty: 4217.333496
	Iteration 5F: 3 clusters Score -624757.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -624896.812500 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -624896.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -625005.687500 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -625005.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -625085.562500 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -625085.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -625134.562500 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -625134.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -625166.562500 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -625166.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -625192.750000 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -625192.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -625207.250000 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -625207.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -625214.375000 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -625214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -625218.312500 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -625218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -625224.562500 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -625224.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -625229.937500 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -625229.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -625231.687500 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -625231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -625234.812500 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -625234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -625238.250000 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -625238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -625239.750000 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -625239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -625240.937500 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -625240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -625242.562500 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -625242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -625244.500000 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -625244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -625244.500000 Penalty: 4217.333496
	Iteration 24F: 3 clusters Score -625244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -89287.828125 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -89287.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87531.039062 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -87531.04 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -87826.914062 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -87826.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -88032.625000 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -88032.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -88236.328125 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -88236.33 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -88740.023438 Penalty: 3359.447754
	Iteration 4F: 3 clusters Score -88740.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -89169.382812 Penalty: 3359.447754
	Iteration 5F: 3 clusters Score -89169.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -89423.320312 Penalty: 3359.447754
	Iteration 6F: 3 clusters Score -89423.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -89484.898438 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -89484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -89525.992188 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -89525.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -89557.273438 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -89557.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -89560.296875 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -89560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -89560.296875 Penalty: 3359.447754
	Iteration 11F: 3 clusters Score -89560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190512 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73078 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43425 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 125 members 
Mstep: Class 24 contains 79761 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 749 members 
Entering Unmasked Estep 
Score: -133247840.000000 Penalty: 99558.382812
Splitting cluster 23 changes total score from -133249544.000000 to -133247840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (79761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Entering Unmasked Estep 
Score: -10672643.000000 Penalty: 2799.123779
	Iteration 0F: 2 clusters Score -1.067264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -10619365.000000 Penalty: 5598.247559
	Iteration 0F: 3 clusters Score -1.061936e+07 nChanged 37426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -10640332.000000 Penalty: 5598.247559
	Iteration 1F: 3 clusters Score -1.064033e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -10640915.000000 Penalty: 5598.247559
	Iteration 2Q: 3 clusters Score -1.064092e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -10641559.000000 Penalty: 5598.247559
	Iteration 3Q: 3 clusters Score -1.064156e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -10642262.000000 Penalty: 5598.247559
	Iteration 4Q: 3 clusters Score -1.064226e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -10643123.000000 Penalty: 5598.247559
	Iteration 5Q: 3 clusters Score -1.064312e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -10644213.000000 Penalty: 5598.247559
	Iteration 6Q: 3 clusters Score -1.064421e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -10645701.000000 Penalty: 5598.247559
	Iteration 7Q: 3 clusters Score -1.06457e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -10647613.000000 Penalty: 5598.247559
	Iteration 8Q: 3 clusters Score -1.064761e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -10650119.000000 Penalty: 5598.247559
	Iteration 9Q: 3 clusters Score -1.065012e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -10652948.000000 Penalty: 5598.247559
	Iteration 10F: 3 clusters Score -1.065295e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -10655894.000000 Penalty: 5598.247559
	Iteration 11F: 3 clusters Score -1.065589e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -10658652.000000 Penalty: 5598.247559
	Iteration 12F: 3 clusters Score -1.065865e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -10660961.000000 Penalty: 5598.247559
	Iteration 13Q: 3 clusters Score -1.066096e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -10662810.000000 Penalty: 5598.247559
	Iteration 14Q: 3 clusters Score -1.066281e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -10664469.000000 Penalty: 5598.247559
	Iteration 15Q: 3 clusters Score -1.066447e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -10665580.000000 Penalty: 5598.247559
	Iteration 16Q: 3 clusters Score -1.066558e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -10666321.000000 Penalty: 5598.247559
	Iteration 17Q: 3 clusters Score -1.066632e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -10666834.000000 Penalty: 5598.247559
	Iteration 18Q: 3 clusters Score -1.066683e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -10667165.000000 Penalty: 5598.247559
	Iteration 19Q: 3 clusters Score -1.066716e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -10667468.000000 Penalty: 5598.247559
	Iteration 20F: 3 clusters Score -1.066747e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -10667754.000000 Penalty: 5598.247559
	Iteration 21Q: 3 clusters Score -1.066775e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -10667955.000000 Penalty: 5598.247559
	Iteration 22Q: 3 clusters Score -1.066796e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -10668129.000000 Penalty: 5598.247559
	Iteration 23Q: 3 clusters Score -1.066813e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -10668345.000000 Penalty: 5598.247559
	Iteration 24Q: 3 clusters Score -1.066834e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -10668600.000000 Penalty: 5598.247559
	Iteration 25Q: 3 clusters Score -1.06686e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -10668763.000000 Penalty: 5598.247559
	Iteration 26Q: 3 clusters Score -1.066876e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -10668914.000000 Penalty: 5598.247559
	Iteration 27Q: 3 clusters Score -1.066891e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -10669063.000000 Penalty: 5598.247559
	Iteration 28Q: 3 clusters Score -1.066906e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -10669180.000000 Penalty: 5598.247559
	Iteration 29Q: 3 clusters Score -1.066918e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -10669299.000000 Penalty: 5598.247559
	Iteration 30Q: 3 clusters Score -1.06693e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -10669395.000000 Penalty: 5598.247559
	Iteration 31Q: 3 clusters Score -1.06694e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -10669499.000000 Penalty: 5598.247559
	Iteration 32Q: 3 clusters Score -1.06695e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -10669570.000000 Penalty: 5598.247559
	Iteration 33Q: 3 clusters Score -1.066957e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -10669669.000000 Penalty: 5598.247559
	Iteration 34Q: 3 clusters Score -1.066967e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -10669733.000000 Penalty: 5598.247559
	Iteration 35Q: 3 clusters Score -1.066973e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -10669804.000000 Penalty: 5598.247559
	Iteration 36Q: 3 clusters Score -1.06698e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -10669860.000000 Penalty: 5598.247559
	Iteration 37Q: 3 clusters Score -1.066986e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -10669914.000000 Penalty: 5598.247559
	Iteration 38Q: 3 clusters Score -1.066991e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -10669930.000000 Penalty: 5598.247559
	Iteration 39Q: 3 clusters Score -1.066993e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -10669976.000000 Penalty: 5598.247559
	Iteration 40F: 3 clusters Score -1.066998e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -10669998.000000 Penalty: 5598.247559
	Iteration 41Q: 3 clusters Score -1.067e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -10670022.000000 Penalty: 5598.247559
	Iteration 42Q: 3 clusters Score -1.067002e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -10670030.000000 Penalty: 5598.247559
	Iteration 43Q: 3 clusters Score -1.067003e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -10670036.000000 Penalty: 5598.247559
	Iteration 44Q: 3 clusters Score -1.067004e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -10670059.000000 Penalty: 5598.247559
	Iteration 45Q: 3 clusters Score -1.067006e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -10670077.000000 Penalty: 5598.247559
	Iteration 46Q: 3 clusters Score -1.067008e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -10670103.000000 Penalty: 5598.247559
	Iteration 47Q: 3 clusters Score -1.06701e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -10670113.000000 Penalty: 5598.247559
	Iteration 48Q: 3 clusters Score -1.067011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -10670134.000000 Penalty: 5598.247559
	Iteration 49Q: 3 clusters Score -1.067013e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -10670146.000000 Penalty: 5598.247559
	Iteration 50Q: 3 clusters Score -1.067015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -10670158.000000 Penalty: 5598.247559
	Iteration 51Q: 3 clusters Score -1.067016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -10670173.000000 Penalty: 5598.247559
	Iteration 52Q: 3 clusters Score -1.067017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -10670172.000000 Penalty: 5598.247559
	Iteration 53Q: 3 clusters Score -1.067017e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -10670196.000000 Penalty: 5598.247559
	Iteration 54Q: 3 clusters Score -1.06702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -10670213.000000 Penalty: 5598.247559
	Iteration 55Q: 3 clusters Score -1.067021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -10670218.000000 Penalty: 5598.247559
	Iteration 56Q: 3 clusters Score -1.067022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -10670236.000000 Penalty: 5598.247559
	Iteration 57Q: 3 clusters Score -1.067024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -10670247.000000 Penalty: 5598.247559
	Iteration 58Q: 3 clusters Score -1.067025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -10670248.000000 Penalty: 5598.247559
	Iteration 59Q: 3 clusters Score -1.067025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -10670252.000000 Penalty: 5598.247559
	Iteration 60F: 3 clusters Score -1.067025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -10670257.000000 Penalty: 5598.247559
	Iteration 61Q: 3 clusters Score -1.067026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -10670273.000000 Penalty: 5598.247559
	Iteration 62Q: 3 clusters Score -1.067027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -10670264.000000 Penalty: 5598.247559
	Iteration 63Q: 3 clusters Score -1.067026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -10670271.000000 Penalty: 5598.247559
	Iteration 64Q: 3 clusters Score -1.067027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -10670278.000000 Penalty: 5598.247559
	Iteration 65Q: 3 clusters Score -1.067028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -10670284.000000 Penalty: 5598.247559
	Iteration 66Q: 3 clusters Score -1.067028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -10670288.000000 Penalty: 5598.247559
	Iteration 67Q: 3 clusters Score -1.067029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -10670292.000000 Penalty: 5598.247559
	Iteration 68Q: 3 clusters Score -1.067029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -10670294.000000 Penalty: 5598.247559
	Iteration 69Q: 3 clusters Score -1.067029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -10670307.000000 Penalty: 5598.247559
	Iteration 70Q: 3 clusters Score -1.067031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -10670310.000000 Penalty: 5598.247559
	Iteration 71Q: 3 clusters Score -1.067031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -10670313.000000 Penalty: 5598.247559
	Iteration 72Q: 3 clusters Score -1.067031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -10670310.000000 Penalty: 5598.247559
	Iteration 73Q: 3 clusters Score -1.067031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -10670310.000000 Penalty: 5598.247559
	Iteration 74Q: 3 clusters Score -1.067031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -10670309.000000 Penalty: 5598.247559
	Iteration 75Q: 3 clusters Score -1.067031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -10670317.000000 Penalty: 5598.247559
	Iteration 76Q: 3 clusters Score -1.067032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -10670312.000000 Penalty: 5598.247559
	Iteration 77Q: 3 clusters Score -1.067031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -10670318.000000 Penalty: 5598.247559
	Iteration 78Q: 3 clusters Score -1.067032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -10670313.000000 Penalty: 5598.247559
	Iteration 79Q: 3 clusters Score -1.067031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -10670305.000000 Penalty: 5598.247559
	Iteration 80F: 3 clusters Score -1.06703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -10670311.000000 Penalty: 5598.247559
	Iteration 81Q: 3 clusters Score -1.067031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -10670313.000000 Penalty: 5598.247559
	Iteration 82Q: 3 clusters Score -1.067031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -10670318.000000 Penalty: 5598.247559
	Iteration 83Q: 3 clusters Score -1.067032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -10670322.000000 Penalty: 5598.247559
	Iteration 84Q: 3 clusters Score -1.067032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -10670320.000000 Penalty: 5598.247559
	Iteration 85Q: 3 clusters Score -1.067032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -10670320.000000 Penalty: 5598.247559
	Iteration 86F: 3 clusters Score -1.067032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -57580.425781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -57580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56130.667969 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -56130.67 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56429.308594 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -56429.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56599.433594 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -56599.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56810.156250 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -56810.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57107.515625 Penalty: 3095.176758
	Iteration 4F: 3 clusters Score -57107.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57376.257812 Penalty: 3095.176758
	Iteration 5F: 3 clusters Score -57376.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -57495.527344 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -57495.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57607.390625 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -57607.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -57724.496094 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -57724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -57818.367188 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -57818.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -57849.863281 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -57849.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57890.437500 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -57890.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57912.820312 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -57912.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57954.242188 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -57954.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57993.382812 Penalty: 3095.176758
	Iteration 14Q: 3 clusters Score -57993.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58017.394531 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -58017.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -58019.726562 Penalty: 3095.176758
	Iteration 16Q: 3 clusters Score -58019.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -58024.875000 Penalty: 3095.176758
	Iteration 17F: 3 clusters Score -58024.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58039.214844 Penalty: 3095.176758
	Iteration 18Q: 3 clusters Score -58039.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58054.835938 Penalty: 3095.176758
	Iteration 19Q: 3 clusters Score -58054.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -58059.132812 Penalty: 3095.176758
	Iteration 20F: 3 clusters Score -58059.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190512 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73078 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43425 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79761 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 181 members 
Entering Unmasked Estep 
Score: -133248144.000000 Penalty: 99558.382812
Splitting cluster 25 changes total score from -133249544.000000 to -133248144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -70781.070312 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -70781.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69188.679688 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -69188.68 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69740.757812 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -69740.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69994.039062 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -69994.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70253.773438 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -70253.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70422.515625 Penalty: 3213.340576
	Iteration 4F: 3 clusters Score -70422.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70560.484375 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -70560.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70620.695312 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -70620.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70659.578125 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -70659.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70707.867188 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -70707.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70787.867188 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -70787.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70809.523438 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -70809.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70816.132812 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -70816.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70822.492188 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -70822.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70824.578125 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -70824.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70824.578125 Penalty: 3213.340576
	Iteration 14F: 3 clusters Score -70824.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190512 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73078 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43425 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79761 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 355 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 296 members 
Entering Unmasked Estep 
Score: -133247704.000000 Penalty: 99558.382812
Splitting cluster 26 changes total score from -133249544.000000 to -133247704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -69536.039062 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -69536.04 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 336 members 
Entering Unmasked Estep 
Score: -67889.804688 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -67889.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68245.718750 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -68245.72 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68528.507812 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -68528.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68735.523438 Penalty: 3202.557617
	Iteration 3F: 3 clusters Score -68735.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68938.476562 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -68938.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69117.054688 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -69117.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69260.476562 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -69260.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69398.015625 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -69398.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69547.671875 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -69547.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69686.445312 Penalty: 3202.557617
	Iteration 9Q: 3 clusters Score -69686.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69707.562500 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -69707.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69726.710938 Penalty: 3202.557617
	Iteration 11Q: 3 clusters Score -69726.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69734.234375 Penalty: 3202.557617
	Iteration 12Q: 3 clusters Score -69734.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69740.859375 Penalty: 3202.557617
	Iteration 13Q: 3 clusters Score -69740.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69740.859375 Penalty: 3202.557617
	Iteration 14F: 3 clusters Score -69740.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190512 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73078 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43425 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79761 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 367 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 270 members 
Entering Unmasked Estep 
Score: -133248008.000000 Penalty: 99558.382812
Splitting cluster 27 changes total score from -133249544.000000 to -133248008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -301403.468750 Penalty: 1921.831909
	Iteration 0F: 2 clusters Score -301403.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -298586.812500 Penalty: 3843.663818
	Iteration 0F: 3 clusters Score -298586.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -299157.281250 Penalty: 3843.663818
	Iteration 1F: 3 clusters Score -299157.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -299298.875000 Penalty: 3843.663818
	Iteration 2F: 3 clusters Score -299298.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -299361.687500 Penalty: 3843.663818
	Iteration 3Q: 3 clusters Score -299361.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -299401.125000 Penalty: 3843.663818
	Iteration 4Q: 3 clusters Score -299401.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -299435.031250 Penalty: 3843.663818
	Iteration 5Q: 3 clusters Score -299435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -299457.812500 Penalty: 3843.663818
	Iteration 6Q: 3 clusters Score -299457.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -299474.000000 Penalty: 3843.663818
	Iteration 7Q: 3 clusters Score -299474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -299484.500000 Penalty: 3843.663818
	Iteration 8Q: 3 clusters Score -299484.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -299493.406250 Penalty: 3843.663818
	Iteration 9Q: 3 clusters Score -299493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -299498.375000 Penalty: 3843.663818
	Iteration 10Q: 3 clusters Score -299498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -299502.437500 Penalty: 3843.663818
	Iteration 11Q: 3 clusters Score -299502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -299505.031250 Penalty: 3843.663818
	Iteration 12Q: 3 clusters Score -299505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -299508.750000 Penalty: 3843.663818
	Iteration 13Q: 3 clusters Score -299508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -299510.750000 Penalty: 3843.663818
	Iteration 14Q: 3 clusters Score -299510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -299512.937500 Penalty: 3843.663818
	Iteration 15Q: 3 clusters Score -299512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -299514.687500 Penalty: 3843.663818
	Iteration 16Q: 3 clusters Score -299514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -299515.406250 Penalty: 3843.663818
	Iteration 17Q: 3 clusters Score -299515.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -299515.406250 Penalty: 3843.663818
	Iteration 18F: 3 clusters Score -299515.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190512 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73078 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43425 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79761 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249480.000000 Penalty: 96125.335938
Iteration 279Q: 29 clusters Score -1.332495e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190511 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 73081 members 
Mstep: Class 9 contains 9945 members 
Mstep: Class 10 contains 43424 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208663 members 
Mstep: Class 13 contains 13164 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 36120 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79754 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249472.000000 Penalty: 96125.335938
Iteration 280F: 29 clusters Score -1.332495e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190511 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73082 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208661 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36122 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34320 members 
Mstep: Class 19 contains 25164 members 
Mstep: Class 20 contains 185463 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79749 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249488.000000 Penalty: 96125.335938
Iteration 281Q: 29 clusters Score -1.332495e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190512 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73085 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208661 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36122 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34318 members 
Mstep: Class 19 contains 25165 members 
Mstep: Class 20 contains 185462 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79747 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249464.000000 Penalty: 96125.335938
Iteration 282Q: 29 clusters Score -1.332495e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73086 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208661 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36121 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34315 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185459 members 
Mstep: Class 21 contains 4067 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79750 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249424.000000 Penalty: 96125.335938
Iteration 283Q: 29 clusters Score -1.332494e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73086 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208660 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36121 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34312 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185461 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79751 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249424.000000 Penalty: 96125.335938
Iteration 284Q: 29 clusters Score -1.332494e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73086 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208664 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36121 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34313 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185457 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79750 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249464.000000 Penalty: 96125.335938
Iteration 285Q: 29 clusters Score -1.332495e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73084 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43424 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208663 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36120 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34313 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185461 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79748 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249408.000000 Penalty: 96125.335938
Iteration 286Q: 29 clusters Score -1.332494e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73084 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43424 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208669 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36118 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34312 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79746 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249448.000000 Penalty: 96125.335938
Iteration 287Q: 29 clusters Score -1.332494e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73084 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43424 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208668 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52103 members 
Mstep: Class 15 contains 36117 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34312 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185461 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79747 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249464.000000 Penalty: 96125.335938
Iteration 288Q: 29 clusters Score -1.332495e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17897 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73083 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43424 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208669 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36118 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34312 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185458 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79748 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249424.000000 Penalty: 96125.335938
Iteration 289Q: 29 clusters Score -1.332494e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73083 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208670 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36117 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34311 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79749 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249424.000000 Penalty: 96125.335938
Iteration 290Q: 29 clusters Score -1.332494e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73083 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208670 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36117 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34311 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79749 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249424.000000 Penalty: 96125.335938
Iteration 291F: 29 clusters Score -1.332494e+08 nChanged 0
Entering ConstructFrom: 
Score: -133249424.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -323619.156250 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -323619.2 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 1296 members 
Entering Unmasked Estep 
Score: -320603.500000 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -320603.5 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -321219.750000 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -321219.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -321343.437500 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -321343.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -321409.406250 Penalty: 3906.812744
	Iteration 3Q: 3 clusters Score -321409.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -321446.156250 Penalty: 3906.812744
	Iteration 4Q: 3 clusters Score -321446.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -321472.406250 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -321472.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -321497.750000 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -321497.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -321524.937500 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -321524.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -321546.625000 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -321546.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -321571.156250 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -321571.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -321590.593750 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -321590.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -321602.843750 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -321602.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -321613.906250 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -321613.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -321622.500000 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -321622.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -321636.906250 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -321636.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -321653.031250 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -321653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -321665.937500 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -321665.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -321676.593750 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -321676.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -321683.875000 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -321683.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -321693.250000 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -321693.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -321705.312500 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -321705.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -321717.406250 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -321717.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -321730.500000 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -321730.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -321744.937500 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -321744.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -321762.281250 Penalty: 3906.812744
	Iteration 24Q: 3 clusters Score -321762.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -321783.875000 Penalty: 3906.812744
	Iteration 25Q: 3 clusters Score -321783.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -321809.500000 Penalty: 3906.812744
	Iteration 26Q: 3 clusters Score -321809.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -321829.937500 Penalty: 3906.812744
	Iteration 27Q: 3 clusters Score -321829.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -321848.125000 Penalty: 3906.812744
	Iteration 28Q: 3 clusters Score -321848.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -321863.125000 Penalty: 3906.812744
	Iteration 29Q: 3 clusters Score -321863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -321876.343750 Penalty: 3906.812744
	Iteration 30Q: 3 clusters Score -321876.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -321888.875000 Penalty: 3906.812744
	Iteration 31Q: 3 clusters Score -321888.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -321898.375000 Penalty: 3906.812744
	Iteration 32Q: 3 clusters Score -321898.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -321909.218750 Penalty: 3906.812744
	Iteration 33Q: 3 clusters Score -321909.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -321921.062500 Penalty: 3906.812744
	Iteration 34Q: 3 clusters Score -321921.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -321934.562500 Penalty: 3906.812744
	Iteration 35Q: 3 clusters Score -321934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -321946.937500 Penalty: 3906.812744
	Iteration 36Q: 3 clusters Score -321946.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -321953.968750 Penalty: 3906.812744
	Iteration 37Q: 3 clusters Score -321954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -321960.500000 Penalty: 3906.812744
	Iteration 38Q: 3 clusters Score -321960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -321965.531250 Penalty: 3906.812744
	Iteration 39Q: 3 clusters Score -321965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -321969.718750 Penalty: 3906.812744
	Iteration 40F: 3 clusters Score -321969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -321970.843750 Penalty: 3906.812744
	Iteration 41Q: 3 clusters Score -321970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -321972.843750 Penalty: 3906.812744
	Iteration 42Q: 3 clusters Score -321972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -321975.593750 Penalty: 3906.812744
	Iteration 43Q: 3 clusters Score -321975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -321975.937500 Penalty: 3906.812744
	Iteration 44Q: 3 clusters Score -321975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -321977.156250 Penalty: 3906.812744
	Iteration 45Q: 3 clusters Score -321977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -321979.031250 Penalty: 3906.812744
	Iteration 46Q: 3 clusters Score -321979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -321981.531250 Penalty: 3906.812744
	Iteration 47Q: 3 clusters Score -321981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -321985.125000 Penalty: 3906.812744
	Iteration 48Q: 3 clusters Score -321985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -321985.687500 Penalty: 3906.812744
	Iteration 49Q: 3 clusters Score -321985.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -321986.875000 Penalty: 3906.812744
	Iteration 50Q: 3 clusters Score -321986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -321986.875000 Penalty: 3906.812744
	Iteration 51F: 3 clusters Score -321986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -265618.000000 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -265618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -262947.437500 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -262947.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -263467.562500 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -263467.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -263605.906250 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -263605.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -263723.531250 Penalty: 3790.692139
	Iteration 3Q: 3 clusters Score -263723.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -263818.093750 Penalty: 3790.692139
	Iteration 4Q: 3 clusters Score -263818.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -263920.125000 Penalty: 3790.692139
	Iteration 5Q: 3 clusters Score -263920.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -264007.656250 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -264007.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -264094.406250 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -264094.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -264179.156250 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -264179.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -264259.468750 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -264259.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -264402.250000 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -264402.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -264588.250000 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -264588.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -264845.437500 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -264845.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -265126.187500 Penalty: 3790.692139
	Iteration 13F: 3 clusters Score -265126.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -265376.312500 Penalty: 3790.692139
	Iteration 14Q: 3 clusters Score -265376.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -265537.218750 Penalty: 3790.692139
	Iteration 15Q: 3 clusters Score -265537.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -265684.437500 Penalty: 3790.692139
	Iteration 16Q: 3 clusters Score -265684.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -265756.093750 Penalty: 3790.692139
	Iteration 17Q: 3 clusters Score -265756.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -265806.718750 Penalty: 3790.692139
	Iteration 18Q: 3 clusters Score -265806.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -265832.593750 Penalty: 3790.692139
	Iteration 19Q: 3 clusters Score -265832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -265837.500000 Penalty: 3790.692139
	Iteration 20F: 3 clusters Score -265837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -265846.812500 Penalty: 3790.692139
	Iteration 21Q: 3 clusters Score -265846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -265847.812500 Penalty: 3790.692139
	Iteration 22Q: 3 clusters Score -265847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -265847.812500 Penalty: 3790.692139
	Iteration 23F: 3 clusters Score -265847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73083 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208670 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36117 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34311 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79749 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 1384 members 
Entering Unmasked Estep 
Score: -133248432.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133249424.000000 to -133248432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (190514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190514 members 
Entering Unmasked Estep 
Score: -25212362.000000 Penalty: 3015.055420
	Iteration 0F: 2 clusters Score -2.521236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -25103276.000000 Penalty: 6030.110840
	Iteration 0F: 3 clusters Score -2.510328e+07 nChanged 91700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89471 members 
Mstep: Class 2 contains 101043 members 
Entering Unmasked Estep 
Score: -25156900.000000 Penalty: 6030.110840
	Iteration 1F: 3 clusters Score -2.51569e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 104599 members 
Entering Unmasked Estep 
Score: -25158308.000000 Penalty: 6030.110840
	Iteration 2Q: 3 clusters Score -2.515831e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -25160356.000000 Penalty: 6030.110840
	Iteration 3Q: 3 clusters Score -2.516036e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 118556 members 
Entering Unmasked Estep 
Score: -25164222.000000 Penalty: 6030.110840
	Iteration 4Q: 3 clusters Score -2.516422e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 130560 members 
Entering Unmasked Estep 
Score: -25170834.000000 Penalty: 6030.110840
	Iteration 5F: 3 clusters Score -2.517083e+07 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 145991 members 
Entering Unmasked Estep 
Score: -25181412.000000 Penalty: 6030.110840
	Iteration 6F: 3 clusters Score -2.518141e+07 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 162374 members 
Entering Unmasked Estep 
Score: -25194508.000000 Penalty: 6030.110840
	Iteration 7F: 3 clusters Score -2.519451e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 175880 members 
Entering Unmasked Estep 
Score: -25203494.000000 Penalty: 6030.110840
	Iteration 8F: 3 clusters Score -2.520349e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 183730 members 
Entering Unmasked Estep 
Score: -25207198.000000 Penalty: 6030.110840
	Iteration 9Q: 3 clusters Score -2.52072e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 187416 members 
Entering Unmasked Estep 
Score: -25208698.000000 Penalty: 6030.110840
	Iteration 10Q: 3 clusters Score -2.52087e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 188945 members 
Entering Unmasked Estep 
Score: -25209222.000000 Penalty: 6030.110840
	Iteration 11Q: 3 clusters Score -2.520922e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 189550 members 
Entering Unmasked Estep 
Score: -25209524.000000 Penalty: 6030.110840
	Iteration 12Q: 3 clusters Score -2.520952e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 189796 members 
Entering Unmasked Estep 
Score: -25209600.000000 Penalty: 6030.110840
	Iteration 13Q: 3 clusters Score -2.52096e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 189912 members 
Entering Unmasked Estep 
Score: -25209700.000000 Penalty: 6030.110840
	Iteration 14Q: 3 clusters Score -2.52097e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -25209738.000000 Penalty: 6030.110840
	Iteration 15Q: 3 clusters Score -2.520974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 190013 members 
Entering Unmasked Estep 
Score: -25209774.000000 Penalty: 6030.110840
	Iteration 16Q: 3 clusters Score -2.520977e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 190031 members 
Entering Unmasked Estep 
Score: -25209770.000000 Penalty: 6030.110840
	Iteration 17Q: 3 clusters Score -2.520977e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 190047 members 
Entering Unmasked Estep 
Score: -25209804.000000 Penalty: 6030.110840
	Iteration 18Q: 3 clusters Score -2.52098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 190059 members 
Entering Unmasked Estep 
Score: -25209854.000000 Penalty: 6030.110840
	Iteration 19Q: 3 clusters Score -2.520985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 190073 members 
Entering Unmasked Estep 
Score: -25209876.000000 Penalty: 6030.110840
	Iteration 20F: 3 clusters Score -2.520988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 190082 members 
Entering Unmasked Estep 
Score: -25209890.000000 Penalty: 6030.110840
	Iteration 21Q: 3 clusters Score -2.520989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 190085 members 
Entering Unmasked Estep 
Score: -25209914.000000 Penalty: 6030.110840
	Iteration 22Q: 3 clusters Score -2.520991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 190086 members 
Entering Unmasked Estep 
Score: -25209918.000000 Penalty: 6030.110840
	Iteration 23Q: 3 clusters Score -2.520992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 190091 members 
Entering Unmasked Estep 
Score: -25209922.000000 Penalty: 6030.110840
	Iteration 24Q: 3 clusters Score -2.520992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 190100 members 
Entering Unmasked Estep 
Score: -25209930.000000 Penalty: 6030.110840
	Iteration 25Q: 3 clusters Score -2.520993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 190108 members 
Entering Unmasked Estep 
Score: -25209944.000000 Penalty: 6030.110840
	Iteration 26Q: 3 clusters Score -2.520994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 190109 members 
Entering Unmasked Estep 
Score: -25209942.000000 Penalty: 6030.110840
	Iteration 27Q: 3 clusters Score -2.520994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 190108 members 
Entering Unmasked Estep 
Score: -25209948.000000 Penalty: 6030.110840
	Iteration 28Q: 3 clusters Score -2.520995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 190110 members 
Entering Unmasked Estep 
Score: -25209950.000000 Penalty: 6030.110840
	Iteration 29Q: 3 clusters Score -2.520995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 190113 members 
Entering Unmasked Estep 
Score: -25209944.000000 Penalty: 6030.110840
	Iteration 30Q: 3 clusters Score -2.520994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 190115 members 
Entering Unmasked Estep 
Score: -25209948.000000 Penalty: 6030.110840
	Iteration 31Q: 3 clusters Score -2.520995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 190118 members 
Entering Unmasked Estep 
Score: -25209956.000000 Penalty: 6030.110840
	Iteration 32Q: 3 clusters Score -2.520996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 190120 members 
Entering Unmasked Estep 
Score: -25209948.000000 Penalty: 6030.110840
	Iteration 33Q: 3 clusters Score -2.520995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 190121 members 
Entering Unmasked Estep 
Score: -25209954.000000 Penalty: 6030.110840
	Iteration 34Q: 3 clusters Score -2.520995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 190121 members 
Entering Unmasked Estep 
Score: -25209954.000000 Penalty: 6030.110840
	Iteration 35F: 3 clusters Score -2.520995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Entering Unmasked Estep 
Score: -1272790.250000 Penalty: 2281.094971
	Iteration 0F: 2 clusters Score -1272790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1265146.625000 Penalty: 4562.189941
	Iteration 0F: 3 clusters Score -1265147 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1267290.000000 Penalty: 4562.189941
	Iteration 1F: 3 clusters Score -1267290 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1267601.000000 Penalty: 4562.189941
	Iteration 2F: 3 clusters Score -1267601 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1267839.000000 Penalty: 4562.189941
	Iteration 3F: 3 clusters Score -1267839 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1268037.750000 Penalty: 4562.189941
	Iteration 4Q: 3 clusters Score -1268038 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1268228.875000 Penalty: 4562.189941
	Iteration 5Q: 3 clusters Score -1268229 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1268426.375000 Penalty: 4562.189941
	Iteration 6Q: 3 clusters Score -1268426 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1268664.750000 Penalty: 4562.189941
	Iteration 7Q: 3 clusters Score -1268665 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1268989.000000 Penalty: 4562.189941
	Iteration 8Q: 3 clusters Score -1268989 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1269353.875000 Penalty: 4562.189941
	Iteration 9Q: 3 clusters Score -1269354 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1269769.375000 Penalty: 4562.189941
	Iteration 10Q: 3 clusters Score -1269769 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1270253.625000 Penalty: 4562.189941
	Iteration 11Q: 3 clusters Score -1270254 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1270708.250000 Penalty: 4562.189941
	Iteration 12Q: 3 clusters Score -1270708 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1271067.000000 Penalty: 4562.189941
	Iteration 13Q: 3 clusters Score -1271067 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1271275.500000 Penalty: 4562.189941
	Iteration 14Q: 3 clusters Score -1271276 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1271393.125000 Penalty: 4562.189941
	Iteration 15Q: 3 clusters Score -1271393 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1271457.375000 Penalty: 4562.189941
	Iteration 16Q: 3 clusters Score -1271457 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1271493.000000 Penalty: 4562.189941
	Iteration 17Q: 3 clusters Score -1271493 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1271507.875000 Penalty: 4562.189941
	Iteration 18Q: 3 clusters Score -1271508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1271522.750000 Penalty: 4562.189941
	Iteration 19Q: 3 clusters Score -1271523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1271530.875000 Penalty: 4562.189941
	Iteration 20F: 3 clusters Score -1271531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1271533.375000 Penalty: 4562.189941
	Iteration 21Q: 3 clusters Score -1271533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1271531.875000 Penalty: 4562.189941
	Iteration 22Q: 3 clusters Score -1271532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1271533.500000 Penalty: 4562.189941
	Iteration 23Q: 3 clusters Score -1271534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1271536.375000 Penalty: 4562.189941
	Iteration 24Q: 3 clusters Score -1271536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1271536.875000 Penalty: 4562.189941
	Iteration 25Q: 3 clusters Score -1271537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1271537.375000 Penalty: 4562.189941
	Iteration 26Q: 3 clusters Score -1271537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1271538.250000 Penalty: 4562.189941
	Iteration 27Q: 3 clusters Score -1271538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1271538.000000 Penalty: 4562.189941
	Iteration 28Q: 3 clusters Score -1271538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1271538.125000 Penalty: 4562.189941
	Iteration 29Q: 3 clusters Score -1271538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1271537.375000 Penalty: 4562.189941
	Iteration 30Q: 3 clusters Score -1271537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1271538.000000 Penalty: 4562.189941
	Iteration 31Q: 3 clusters Score -1271538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1271539.375000 Penalty: 4562.189941
	Iteration 32Q: 3 clusters Score -1271539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1271539.375000 Penalty: 4562.189941
	Iteration 33F: 3 clusters Score -1271539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -60133.117188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -60133.12 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 266 members 
Entering Unmasked Estep 
Score: -58629.132812 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -58629.13 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58982.378906 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -58982.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59255.593750 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -59255.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59406.472656 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -59406.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59506.917969 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -59506.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59554.921875 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -59554.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59614.832031 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -59614.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59791.378906 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -59791.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59959.921875 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -59959.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59984.089844 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -59984.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60025.949219 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -60025.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60052.835938 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -60052.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60071.578125 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -60071.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60081.738281 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -60081.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60094.687500 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -60094.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60100.980469 Penalty: 3102.852051
	Iteration 15Q: 3 clusters Score -60100.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60100.980469 Penalty: 3102.852051
	Iteration 16F: 3 clusters Score -60100.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Entering Unmasked Estep 
Score: -2415053.000000 Penalty: 2428.498535
	Iteration 0F: 2 clusters Score -2415053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2402286.500000 Penalty: 4856.997070
	Iteration 0F: 3 clusters Score -2402286 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2406669.000000 Penalty: 4856.997070
	Iteration 1F: 3 clusters Score -2406669 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2407328.250000 Penalty: 4856.997070
	Iteration 2F: 3 clusters Score -2407328 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2408021.250000 Penalty: 4856.997070
	Iteration 3F: 3 clusters Score -2408021 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2408768.000000 Penalty: 4856.997070
	Iteration 4F: 3 clusters Score -2408768 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2409696.250000 Penalty: 4856.997070
	Iteration 5F: 3 clusters Score -2409696 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2410667.000000 Penalty: 4856.997070
	Iteration 6F: 3 clusters Score -2410667 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2411640.750000 Penalty: 4856.997070
	Iteration 7F: 3 clusters Score -2411641 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2412459.000000 Penalty: 4856.997070
	Iteration 8F: 3 clusters Score -2412459 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2413096.250000 Penalty: 4856.997070
	Iteration 9Q: 3 clusters Score -2413096 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2413496.250000 Penalty: 4856.997070
	Iteration 10Q: 3 clusters Score -2413496 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2413786.750000 Penalty: 4856.997070
	Iteration 11Q: 3 clusters Score -2413787 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2413958.250000 Penalty: 4856.997070
	Iteration 12Q: 3 clusters Score -2413958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2414064.750000 Penalty: 4856.997070
	Iteration 13Q: 3 clusters Score -2414065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2414125.500000 Penalty: 4856.997070
	Iteration 14Q: 3 clusters Score -2414126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2414157.000000 Penalty: 4856.997070
	Iteration 15Q: 3 clusters Score -2414157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2414178.000000 Penalty: 4856.997070
	Iteration 16Q: 3 clusters Score -2414178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2414195.500000 Penalty: 4856.997070
	Iteration 17Q: 3 clusters Score -2414196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2414208.500000 Penalty: 4856.997070
	Iteration 18Q: 3 clusters Score -2414208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2414212.750000 Penalty: 4856.997070
	Iteration 19Q: 3 clusters Score -2414213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2414217.750000 Penalty: 4856.997070
	Iteration 20F: 3 clusters Score -2414218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2414222.500000 Penalty: 4856.997070
	Iteration 21Q: 3 clusters Score -2414222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2414223.500000 Penalty: 4856.997070
	Iteration 22Q: 3 clusters Score -2414224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2414230.250000 Penalty: 4856.997070
	Iteration 23Q: 3 clusters Score -2414230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2414232.500000 Penalty: 4856.997070
	Iteration 24Q: 3 clusters Score -2414232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2414234.500000 Penalty: 4856.997070
	Iteration 25Q: 3 clusters Score -2414234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2414237.250000 Penalty: 4856.997070
	Iteration 26Q: 3 clusters Score -2414237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2414240.750000 Penalty: 4856.997070
	Iteration 27Q: 3 clusters Score -2414241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2414240.250000 Penalty: 4856.997070
	Iteration 28Q: 3 clusters Score -2414240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2414240.250000 Penalty: 4856.997070
	Iteration 29F: 3 clusters Score -2414240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Entering Unmasked Estep 
Score: -3577100.250000 Penalty: 2525.911377
	Iteration 0F: 2 clusters Score -3577100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3558856.500000 Penalty: 5051.822754
	Iteration 0F: 3 clusters Score -3558856 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3565232.250000 Penalty: 5051.822754
	Iteration 1F: 3 clusters Score -3565232 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3565770.250000 Penalty: 5051.822754
	Iteration 2F: 3 clusters Score -3565770 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3566460.500000 Penalty: 5051.822754
	Iteration 3F: 3 clusters Score -3566460 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3567402.750000 Penalty: 5051.822754
	Iteration 4F: 3 clusters Score -3567403 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3568739.750000 Penalty: 5051.822754
	Iteration 5F: 3 clusters Score -3568740 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3570452.500000 Penalty: 5051.822754
	Iteration 6F: 3 clusters Score -3570452 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3572201.750000 Penalty: 5051.822754
	Iteration 7F: 3 clusters Score -3572202 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3573539.000000 Penalty: 5051.822754
	Iteration 8F: 3 clusters Score -3573539 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3574207.000000 Penalty: 5051.822754
	Iteration 9Q: 3 clusters Score -3574207 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3574508.500000 Penalty: 5051.822754
	Iteration 10Q: 3 clusters Score -3574508 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3574638.750000 Penalty: 5051.822754
	Iteration 11Q: 3 clusters Score -3574639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3574720.250000 Penalty: 5051.822754
	Iteration 12Q: 3 clusters Score -3574720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3574772.250000 Penalty: 5051.822754
	Iteration 13Q: 3 clusters Score -3574772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3574802.750000 Penalty: 5051.822754
	Iteration 14Q: 3 clusters Score -3574803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3574825.000000 Penalty: 5051.822754
	Iteration 15Q: 3 clusters Score -3574825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3574837.750000 Penalty: 5051.822754
	Iteration 16Q: 3 clusters Score -3574838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3574847.500000 Penalty: 5051.822754
	Iteration 17Q: 3 clusters Score -3574848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3574862.500000 Penalty: 5051.822754
	Iteration 18Q: 3 clusters Score -3574862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3574869.250000 Penalty: 5051.822754
	Iteration 19Q: 3 clusters Score -3574869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3574874.750000 Penalty: 5051.822754
	Iteration 20F: 3 clusters Score -3574875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3574876.500000 Penalty: 5051.822754
	Iteration 21Q: 3 clusters Score -3574876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3574880.500000 Penalty: 5051.822754
	Iteration 22Q: 3 clusters Score -3574880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3574880.500000 Penalty: 5051.822754
	Iteration 23F: 3 clusters Score -3574880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Entering Unmasked Estep 
Score: -9488407.000000 Penalty: 2777.439209
	Iteration 0F: 2 clusters Score -9488407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -9439438.000000 Penalty: 5554.878418
	Iteration 0F: 3 clusters Score -9439438 nChanged 34130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -9459105.000000 Penalty: 5554.878418
	Iteration 1F: 3 clusters Score -9459105 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -9459945.000000 Penalty: 5554.878418
	Iteration 2Q: 3 clusters Score -9459945 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -9461004.000000 Penalty: 5554.878418
	Iteration 3Q: 3 clusters Score -9461004 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -9462246.000000 Penalty: 5554.878418
	Iteration 4Q: 3 clusters Score -9462246 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -9464325.000000 Penalty: 5554.878418
	Iteration 5F: 3 clusters Score -9464325 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -9467542.000000 Penalty: 5554.878418
	Iteration 6F: 3 clusters Score -9467542 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -9471842.000000 Penalty: 5554.878418
	Iteration 7F: 3 clusters Score -9471842 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -9476587.000000 Penalty: 5554.878418
	Iteration 8F: 3 clusters Score -9476587 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -9480310.000000 Penalty: 5554.878418
	Iteration 9F: 3 clusters Score -9480310 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -9482430.000000 Penalty: 5554.878418
	Iteration 10Q: 3 clusters Score -9482430 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -9483699.000000 Penalty: 5554.878418
	Iteration 11Q: 3 clusters Score -9483699 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -9484793.000000 Penalty: 5554.878418
	Iteration 12Q: 3 clusters Score -9484793 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -9485748.000000 Penalty: 5554.878418
	Iteration 13Q: 3 clusters Score -9485748 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -9486446.000000 Penalty: 5554.878418
	Iteration 14Q: 3 clusters Score -9486446 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -9486886.000000 Penalty: 5554.878418
	Iteration 15Q: 3 clusters Score -9486886 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -9487182.000000 Penalty: 5554.878418
	Iteration 16Q: 3 clusters Score -9487182 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -9487418.000000 Penalty: 5554.878418
	Iteration 17Q: 3 clusters Score -9487418 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -9487585.000000 Penalty: 5554.878418
	Iteration 18Q: 3 clusters Score -9487585 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -9487750.000000 Penalty: 5554.878418
	Iteration 19Q: 3 clusters Score -9487750 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -9487856.000000 Penalty: 5554.878418
	Iteration 20F: 3 clusters Score -9487856 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -9487990.000000 Penalty: 5554.878418
	Iteration 21Q: 3 clusters Score -9487990 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -9488007.000000 Penalty: 5554.878418
	Iteration 22Q: 3 clusters Score -9488007 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -9488086.000000 Penalty: 5554.878418
	Iteration 23Q: 3 clusters Score -9488086 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -9488146.000000 Penalty: 5554.878418
	Iteration 24Q: 3 clusters Score -9488146 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -9488169.000000 Penalty: 5554.878418
	Iteration 25Q: 3 clusters Score -9488169 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -9488172.000000 Penalty: 5554.878418
	Iteration 26Q: 3 clusters Score -9488172 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -9488199.000000 Penalty: 5554.878418
	Iteration 27Q: 3 clusters Score -9488199 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -9488234.000000 Penalty: 5554.878418
	Iteration 28Q: 3 clusters Score -9488234 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -9488272.000000 Penalty: 5554.878418
	Iteration 29Q: 3 clusters Score -9488272 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -9488264.000000 Penalty: 5554.878418
	Iteration 30Q: 3 clusters Score -9488264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -9488244.000000 Penalty: 5554.878418
	Iteration 31Q: 3 clusters Score -9488244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -9488264.000000 Penalty: 5554.878418
	Iteration 32Q: 3 clusters Score -9488264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -9488250.000000 Penalty: 5554.878418
	Iteration 33Q: 3 clusters Score -9488250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -9488261.000000 Penalty: 5554.878418
	Iteration 34Q: 3 clusters Score -9488261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -9488255.000000 Penalty: 5554.878418
	Iteration 35Q: 3 clusters Score -9488255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -9488270.000000 Penalty: 5554.878418
	Iteration 36Q: 3 clusters Score -9488270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -9488261.000000 Penalty: 5554.878418
	Iteration 37Q: 3 clusters Score -9488261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -9488246.000000 Penalty: 5554.878418
	Iteration 38Q: 3 clusters Score -9488246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -9488255.000000 Penalty: 5554.878418
	Iteration 39Q: 3 clusters Score -9488255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -9488255.000000 Penalty: 5554.878418
	Iteration 40F: 3 clusters Score -9488255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -9488244.000000 Penalty: 5554.878418
	Iteration 41Q: 3 clusters Score -9488244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -9488244.000000 Penalty: 5554.878418
	Iteration 42Q: 3 clusters Score -9488244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -9488239.000000 Penalty: 5554.878418
	Iteration 43Q: 3 clusters Score -9488239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -9488249.000000 Penalty: 5554.878418
	Iteration 44Q: 3 clusters Score -9488249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -9488250.000000 Penalty: 5554.878418
	Iteration 45Q: 3 clusters Score -9488250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -9488259.000000 Penalty: 5554.878418
	Iteration 46Q: 3 clusters Score -9488259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -9488264.000000 Penalty: 5554.878418
	Iteration 47Q: 3 clusters Score -9488264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -9488262.000000 Penalty: 5554.878418
	Iteration 48Q: 3 clusters Score -9488262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -9488261.000000 Penalty: 5554.878418
	Iteration 49Q: 3 clusters Score -9488261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -9488255.000000 Penalty: 5554.878418
	Iteration 50Q: 3 clusters Score -9488255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -9488254.000000 Penalty: 5554.878418
	Iteration 51Q: 3 clusters Score -9488254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -9488260.000000 Penalty: 5554.878418
	Iteration 52Q: 3 clusters Score -9488260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -9488256.000000 Penalty: 5554.878418
	Iteration 53Q: 3 clusters Score -9488256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -9488256.000000 Penalty: 5554.878418
	Iteration 54Q: 3 clusters Score -9488256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -9488249.000000 Penalty: 5554.878418
	Iteration 55Q: 3 clusters Score -9488249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -9488253.000000 Penalty: 5554.878418
	Iteration 56Q: 3 clusters Score -9488253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -9488253.000000 Penalty: 5554.878418
	Iteration 57Q: 3 clusters Score -9488253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -9488260.000000 Penalty: 5554.878418
	Iteration 58Q: 3 clusters Score -9488260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -9488260.000000 Penalty: 5554.878418
	Iteration 59F: 3 clusters Score -9488260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Entering Unmasked Estep 
Score: -1345608.125000 Penalty: 2282.821533
	Iteration 0F: 2 clusters Score -1345608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1337974.375000 Penalty: 4565.643066
	Iteration 0F: 3 clusters Score -1337974 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1340186.125000 Penalty: 4565.643066
	Iteration 1F: 3 clusters Score -1340186 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1340509.375000 Penalty: 4565.643066
	Iteration 2F: 3 clusters Score -1340509 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1340801.125000 Penalty: 4565.643066
	Iteration 3F: 3 clusters Score -1340801 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1341125.875000 Penalty: 4565.643066
	Iteration 4F: 3 clusters Score -1341126 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1341515.250000 Penalty: 4565.643066
	Iteration 5F: 3 clusters Score -1341515 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1341992.375000 Penalty: 4565.643066
	Iteration 6F: 3 clusters Score -1341992 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1342508.875000 Penalty: 4565.643066
	Iteration 7F: 3 clusters Score -1342509 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1343007.625000 Penalty: 4565.643066
	Iteration 8F: 3 clusters Score -1343008 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1343457.750000 Penalty: 4565.643066
	Iteration 9Q: 3 clusters Score -1343458 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1343746.625000 Penalty: 4565.643066
	Iteration 10Q: 3 clusters Score -1343747 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1343934.250000 Penalty: 4565.643066
	Iteration 11Q: 3 clusters Score -1343934 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1344059.125000 Penalty: 4565.643066
	Iteration 12Q: 3 clusters Score -1344059 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1344146.375000 Penalty: 4565.643066
	Iteration 13Q: 3 clusters Score -1344146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1344204.750000 Penalty: 4565.643066
	Iteration 14Q: 3 clusters Score -1344205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1344226.000000 Penalty: 4565.643066
	Iteration 15Q: 3 clusters Score -1344226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1344260.875000 Penalty: 4565.643066
	Iteration 16Q: 3 clusters Score -1344261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1344282.375000 Penalty: 4565.643066
	Iteration 17Q: 3 clusters Score -1344282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1344287.125000 Penalty: 4565.643066
	Iteration 18Q: 3 clusters Score -1344287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1344295.375000 Penalty: 4565.643066
	Iteration 19Q: 3 clusters Score -1344295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1344306.375000 Penalty: 4565.643066
	Iteration 20F: 3 clusters Score -1344306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1344309.625000 Penalty: 4565.643066
	Iteration 21Q: 3 clusters Score -1344310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1344314.625000 Penalty: 4565.643066
	Iteration 22Q: 3 clusters Score -1344315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1344316.375000 Penalty: 4565.643066
	Iteration 23Q: 3 clusters Score -1344316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1344321.250000 Penalty: 4565.643066
	Iteration 24Q: 3 clusters Score -1344321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1344324.500000 Penalty: 4565.643066
	Iteration 25Q: 3 clusters Score -1344324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1344327.750000 Penalty: 4565.643066
	Iteration 26Q: 3 clusters Score -1344328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1344324.375000 Penalty: 4565.643066
	Iteration 27Q: 3 clusters Score -1344324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1344325.500000 Penalty: 4565.643066
	Iteration 28Q: 3 clusters Score -1344326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1344325.500000 Penalty: 4565.643066
	Iteration 29F: 3 clusters Score -1344326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Entering Unmasked Estep 
Score: -5650979.500000 Penalty: 2648.328613
	Iteration 0F: 2 clusters Score -5650980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5621726.500000 Penalty: 5296.657227
	Iteration 0F: 3 clusters Score -5621726 nChanged 20033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5632522.000000 Penalty: 5296.657227
	Iteration 1F: 3 clusters Score -5632522 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5633067.000000 Penalty: 5296.657227
	Iteration 2Q: 3 clusters Score -5633067 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5633572.000000 Penalty: 5296.657227
	Iteration 3Q: 3 clusters Score -5633572 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5634136.500000 Penalty: 5296.657227
	Iteration 4Q: 3 clusters Score -5634136 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5634930.000000 Penalty: 5296.657227
	Iteration 5Q: 3 clusters Score -5634930 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5636021.000000 Penalty: 5296.657227
	Iteration 6Q: 3 clusters Score -5636021 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -5637622.000000 Penalty: 5296.657227
	Iteration 7F: 3 clusters Score -5637622 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -5640083.000000 Penalty: 5296.657227
	Iteration 8F: 3 clusters Score -5640083 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -5642940.500000 Penalty: 5296.657227
	Iteration 9F: 3 clusters Score -5642940 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5645530.000000 Penalty: 5296.657227
	Iteration 10F: 3 clusters Score -5645530 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5647238.000000 Penalty: 5296.657227
	Iteration 11Q: 3 clusters Score -5647238 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5647973.000000 Penalty: 5296.657227
	Iteration 12Q: 3 clusters Score -5647973 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5648355.000000 Penalty: 5296.657227
	Iteration 13Q: 3 clusters Score -5648355 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5648471.500000 Penalty: 5296.657227
	Iteration 14Q: 3 clusters Score -5648472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5648523.500000 Penalty: 5296.657227
	Iteration 15Q: 3 clusters Score -5648524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5648548.500000 Penalty: 5296.657227
	Iteration 16Q: 3 clusters Score -5648548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5648577.000000 Penalty: 5296.657227
	Iteration 17Q: 3 clusters Score -5648577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5648606.500000 Penalty: 5296.657227
	Iteration 18Q: 3 clusters Score -5648606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5648614.500000 Penalty: 5296.657227
	Iteration 19Q: 3 clusters Score -5648614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5648623.500000 Penalty: 5296.657227
	Iteration 20F: 3 clusters Score -5648624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5648632.500000 Penalty: 5296.657227
	Iteration 21Q: 3 clusters Score -5648632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5648631.500000 Penalty: 5296.657227
	Iteration 22Q: 3 clusters Score -5648632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5648643.000000 Penalty: 5296.657227
	Iteration 23Q: 3 clusters Score -5648643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5648647.000000 Penalty: 5296.657227
	Iteration 24Q: 3 clusters Score -5648647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5648651.500000 Penalty: 5296.657227
	Iteration 25Q: 3 clusters Score -5648652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5648649.500000 Penalty: 5296.657227
	Iteration 26Q: 3 clusters Score -5648650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5648655.000000 Penalty: 5296.657227
	Iteration 27Q: 3 clusters Score -5648655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5648650.000000 Penalty: 5296.657227
	Iteration 28Q: 3 clusters Score -5648650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5648651.500000 Penalty: 5296.657227
	Iteration 29Q: 3 clusters Score -5648652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5648651.500000 Penalty: 5296.657227
	Iteration 30F: 3 clusters Score -5648652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -25735.474609 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -25735.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24596.886719 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -24596.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24826.490234 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -24826.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24927.927734 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -24927.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24995.464844 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -24995.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25065.216797 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -25065.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25087.953125 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -25087.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25092.164062 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -25092.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25092.164062 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -25092.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208670 members 
Entering Unmasked Estep 
Score: -27698844.000000 Penalty: 3037.630371
	Iteration 0F: 2 clusters Score -2.769884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -27565074.000000 Penalty: 6075.260742
	Iteration 0F: 3 clusters Score -2.756507e+07 nChanged 100726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -27623842.000000 Penalty: 6075.260742
	Iteration 1F: 3 clusters Score -2.762384e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100505 members 
Mstep: Class 2 contains 108165 members 
Entering Unmasked Estep 
Score: -27624906.000000 Penalty: 6075.260742
	Iteration 2Q: 3 clusters Score -2.762491e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -27626536.000000 Penalty: 6075.260742
	Iteration 3Q: 3 clusters Score -2.762654e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 114643 members 
Entering Unmasked Estep 
Score: -27629226.000000 Penalty: 6075.260742
	Iteration 4Q: 3 clusters Score -2.762923e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -27634146.000000 Penalty: 6075.260742
	Iteration 5Q: 3 clusters Score -2.763415e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 129136 members 
Entering Unmasked Estep 
Score: -27641746.000000 Penalty: 6075.260742
	Iteration 6F: 3 clusters Score -2.764175e+07 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 140184 members 
Entering Unmasked Estep 
Score: -27653702.000000 Penalty: 6075.260742
	Iteration 7F: 3 clusters Score -2.76537e+07 nChanged 16156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 152052 members 
Entering Unmasked Estep 
Score: -27669770.000000 Penalty: 6075.260742
	Iteration 8F: 3 clusters Score -2.766977e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -27684312.000000 Penalty: 6075.260742
	Iteration 9F: 3 clusters Score -2.768431e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 164449 members 
Entering Unmasked Estep 
Score: -27690116.000000 Penalty: 6075.260742
	Iteration 10Q: 3 clusters Score -2.769012e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -27691834.000000 Penalty: 6075.260742
	Iteration 11Q: 3 clusters Score -2.769183e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 169923 members 
Entering Unmasked Estep 
Score: -27692852.000000 Penalty: 6075.260742
	Iteration 12Q: 3 clusters Score -2.769285e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 172399 members 
Entering Unmasked Estep 
Score: -27693582.000000 Penalty: 6075.260742
	Iteration 13Q: 3 clusters Score -2.769358e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -27694446.000000 Penalty: 6075.260742
	Iteration 14Q: 3 clusters Score -2.769445e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 177015 members 
Entering Unmasked Estep 
Score: -27694948.000000 Penalty: 6075.260742
	Iteration 15Q: 3 clusters Score -2.769495e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 179096 members 
Entering Unmasked Estep 
Score: -27695494.000000 Penalty: 6075.260742
	Iteration 16Q: 3 clusters Score -2.769549e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 181017 members 
Entering Unmasked Estep 
Score: -27695950.000000 Penalty: 6075.260742
	Iteration 17Q: 3 clusters Score -2.769595e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 182784 members 
Entering Unmasked Estep 
Score: -27696254.000000 Penalty: 6075.260742
	Iteration 18Q: 3 clusters Score -2.769625e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 184367 members 
Entering Unmasked Estep 
Score: -27696624.000000 Penalty: 6075.260742
	Iteration 19Q: 3 clusters Score -2.769662e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 185848 members 
Entering Unmasked Estep 
Score: -27696890.000000 Penalty: 6075.260742
	Iteration 20F: 3 clusters Score -2.769689e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 187245 members 
Entering Unmasked Estep 
Score: -27697042.000000 Penalty: 6075.260742
	Iteration 21Q: 3 clusters Score -2.769704e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 188562 members 
Entering Unmasked Estep 
Score: -27697246.000000 Penalty: 6075.260742
	Iteration 22Q: 3 clusters Score -2.769725e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 189764 members 
Entering Unmasked Estep 
Score: -27697322.000000 Penalty: 6075.260742
	Iteration 23Q: 3 clusters Score -2.769732e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 190819 members 
Entering Unmasked Estep 
Score: -27697428.000000 Penalty: 6075.260742
	Iteration 24Q: 3 clusters Score -2.769743e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 191783 members 
Entering Unmasked Estep 
Score: -27697452.000000 Penalty: 6075.260742
	Iteration 25Q: 3 clusters Score -2.769745e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 192698 members 
Entering Unmasked Estep 
Score: -27697568.000000 Penalty: 6075.260742
	Iteration 26Q: 3 clusters Score -2.769757e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 193547 members 
Entering Unmasked Estep 
Score: -27697576.000000 Penalty: 6075.260742
	Iteration 27Q: 3 clusters Score -2.769758e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 194349 members 
Entering Unmasked Estep 
Score: -27697638.000000 Penalty: 6075.260742
	Iteration 28Q: 3 clusters Score -2.769764e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 195095 members 
Entering Unmasked Estep 
Score: -27697598.000000 Penalty: 6075.260742
	Iteration 29Q: 3 clusters Score -2.76976e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 195826 members 
Entering Unmasked Estep 
Score: -27697434.000000 Penalty: 6075.260742
	Iteration 30Q: 3 clusters Score -2.769743e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 196504 members 
Entering Unmasked Estep 
Score: -27697380.000000 Penalty: 6075.260742
	Iteration 31Q: 3 clusters Score -2.769738e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 197097 members 
Entering Unmasked Estep 
Score: -27697394.000000 Penalty: 6075.260742
	Iteration 32Q: 3 clusters Score -2.769739e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 197675 members 
Entering Unmasked Estep 
Score: -27697422.000000 Penalty: 6075.260742
	Iteration 33Q: 3 clusters Score -2.769742e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 198194 members 
Entering Unmasked Estep 
Score: -27697402.000000 Penalty: 6075.260742
	Iteration 34Q: 3 clusters Score -2.76974e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 198685 members 
Entering Unmasked Estep 
Score: -27697352.000000 Penalty: 6075.260742
	Iteration 35Q: 3 clusters Score -2.769735e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 199161 members 
Entering Unmasked Estep 
Score: -27697326.000000 Penalty: 6075.260742
	Iteration 36Q: 3 clusters Score -2.769733e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 199597 members 
Entering Unmasked Estep 
Score: -27697258.000000 Penalty: 6075.260742
	Iteration 37Q: 3 clusters Score -2.769726e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 199971 members 
Entering Unmasked Estep 
Score: -27697214.000000 Penalty: 6075.260742
	Iteration 38Q: 3 clusters Score -2.769721e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 200348 members 
Entering Unmasked Estep 
Score: -27697152.000000 Penalty: 6075.260742
	Iteration 39Q: 3 clusters Score -2.769715e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 200697 members 
Entering Unmasked Estep 
Score: -27697166.000000 Penalty: 6075.260742
	Iteration 40F: 3 clusters Score -2.769717e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 201039 members 
Entering Unmasked Estep 
Score: -27697164.000000 Penalty: 6075.260742
	Iteration 41Q: 3 clusters Score -2.769716e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 201382 members 
Entering Unmasked Estep 
Score: -27697140.000000 Penalty: 6075.260742
	Iteration 42Q: 3 clusters Score -2.769714e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 201692 members 
Entering Unmasked Estep 
Score: -27697232.000000 Penalty: 6075.260742
	Iteration 43Q: 3 clusters Score -2.769723e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 202006 members 
Entering Unmasked Estep 
Score: -27697284.000000 Penalty: 6075.260742
	Iteration 44Q: 3 clusters Score -2.769728e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 202306 members 
Entering Unmasked Estep 
Score: -27697170.000000 Penalty: 6075.260742
	Iteration 45Q: 3 clusters Score -2.769717e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 202577 members 
Entering Unmasked Estep 
Score: -27697100.000000 Penalty: 6075.260742
	Iteration 46Q: 3 clusters Score -2.76971e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 202807 members 
Entering Unmasked Estep 
Score: -27697166.000000 Penalty: 6075.260742
	Iteration 47Q: 3 clusters Score -2.769717e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 203013 members 
Entering Unmasked Estep 
Score: -27697130.000000 Penalty: 6075.260742
	Iteration 48Q: 3 clusters Score -2.769713e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 203217 members 
Entering Unmasked Estep 
Score: -27697124.000000 Penalty: 6075.260742
	Iteration 49Q: 3 clusters Score -2.769712e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 203421 members 
Entering Unmasked Estep 
Score: -27697116.000000 Penalty: 6075.260742
	Iteration 50Q: 3 clusters Score -2.769712e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 203602 members 
Entering Unmasked Estep 
Score: -27697160.000000 Penalty: 6075.260742
	Iteration 51Q: 3 clusters Score -2.769716e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 203773 members 
Entering Unmasked Estep 
Score: -27697164.000000 Penalty: 6075.260742
	Iteration 52Q: 3 clusters Score -2.769716e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 203931 members 
Entering Unmasked Estep 
Score: -27697128.000000 Penalty: 6075.260742
	Iteration 53Q: 3 clusters Score -2.769713e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 204059 members 
Entering Unmasked Estep 
Score: -27697148.000000 Penalty: 6075.260742
	Iteration 54Q: 3 clusters Score -2.769715e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 204182 members 
Entering Unmasked Estep 
Score: -27697082.000000 Penalty: 6075.260742
	Iteration 55Q: 3 clusters Score -2.769708e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 204309 members 
Entering Unmasked Estep 
Score: -27697090.000000 Penalty: 6075.260742
	Iteration 56Q: 3 clusters Score -2.769709e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 204438 members 
Entering Unmasked Estep 
Score: -27697068.000000 Penalty: 6075.260742
	Iteration 57Q: 3 clusters Score -2.769707e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 204556 members 
Entering Unmasked Estep 
Score: -27697110.000000 Penalty: 6075.260742
	Iteration 58Q: 3 clusters Score -2.769711e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 204665 members 
Entering Unmasked Estep 
Score: -27697102.000000 Penalty: 6075.260742
	Iteration 59Q: 3 clusters Score -2.76971e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 204776 members 
Entering Unmasked Estep 
Score: -27697148.000000 Penalty: 6075.260742
	Iteration 60F: 3 clusters Score -2.769715e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 204900 members 
Entering Unmasked Estep 
Score: -27697130.000000 Penalty: 6075.260742
	Iteration 61Q: 3 clusters Score -2.769713e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 205011 members 
Entering Unmasked Estep 
Score: -27697156.000000 Penalty: 6075.260742
	Iteration 62Q: 3 clusters Score -2.769716e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 205109 members 
Entering Unmasked Estep 
Score: -27697156.000000 Penalty: 6075.260742
	Iteration 63Q: 3 clusters Score -2.769716e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 205192 members 
Entering Unmasked Estep 
Score: -27697116.000000 Penalty: 6075.260742
	Iteration 64Q: 3 clusters Score -2.769712e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 205283 members 
Entering Unmasked Estep 
Score: -27697122.000000 Penalty: 6075.260742
	Iteration 65Q: 3 clusters Score -2.769712e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 205379 members 
Entering Unmasked Estep 
Score: -27697164.000000 Penalty: 6075.260742
	Iteration 66Q: 3 clusters Score -2.769716e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 205472 members 
Entering Unmasked Estep 
Score: -27697168.000000 Penalty: 6075.260742
	Iteration 67Q: 3 clusters Score -2.769717e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 205579 members 
Entering Unmasked Estep 
Score: -27697174.000000 Penalty: 6075.260742
	Iteration 68Q: 3 clusters Score -2.769717e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 205669 members 
Entering Unmasked Estep 
Score: -27697176.000000 Penalty: 6075.260742
	Iteration 69Q: 3 clusters Score -2.769718e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 205745 members 
Entering Unmasked Estep 
Score: -27697178.000000 Penalty: 6075.260742
	Iteration 70Q: 3 clusters Score -2.769718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 205816 members 
Entering Unmasked Estep 
Score: -27697174.000000 Penalty: 6075.260742
	Iteration 71Q: 3 clusters Score -2.769717e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 205871 members 
Entering Unmasked Estep 
Score: -27697144.000000 Penalty: 6075.260742
	Iteration 72Q: 3 clusters Score -2.769714e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 205917 members 
Entering Unmasked Estep 
Score: -27697110.000000 Penalty: 6075.260742
	Iteration 73Q: 3 clusters Score -2.769711e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 205951 members 
Entering Unmasked Estep 
Score: -27697130.000000 Penalty: 6075.260742
	Iteration 74Q: 3 clusters Score -2.769713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 205980 members 
Entering Unmasked Estep 
Score: -27697136.000000 Penalty: 6075.260742
	Iteration 75Q: 3 clusters Score -2.769714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 206012 members 
Entering Unmasked Estep 
Score: -27697102.000000 Penalty: 6075.260742
	Iteration 76Q: 3 clusters Score -2.76971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 206039 members 
Entering Unmasked Estep 
Score: -27697098.000000 Penalty: 6075.260742
	Iteration 77Q: 3 clusters Score -2.76971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 206066 members 
Entering Unmasked Estep 
Score: -27697100.000000 Penalty: 6075.260742
	Iteration 78Q: 3 clusters Score -2.76971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 206087 members 
Entering Unmasked Estep 
Score: -27697096.000000 Penalty: 6075.260742
	Iteration 79Q: 3 clusters Score -2.76971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 206106 members 
Entering Unmasked Estep 
Score: -27697090.000000 Penalty: 6075.260742
	Iteration 80F: 3 clusters Score -2.769709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 206124 members 
Entering Unmasked Estep 
Score: -27697098.000000 Penalty: 6075.260742
	Iteration 81Q: 3 clusters Score -2.76971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 206147 members 
Entering Unmasked Estep 
Score: -27697078.000000 Penalty: 6075.260742
	Iteration 82Q: 3 clusters Score -2.769708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 206165 members 
Entering Unmasked Estep 
Score: -27697094.000000 Penalty: 6075.260742
	Iteration 83Q: 3 clusters Score -2.769709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 206179 members 
Entering Unmasked Estep 
Score: -27697076.000000 Penalty: 6075.260742
	Iteration 84Q: 3 clusters Score -2.769708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 206196 members 
Entering Unmasked Estep 
Score: -27697048.000000 Penalty: 6075.260742
	Iteration 85Q: 3 clusters Score -2.769705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 206220 members 
Entering Unmasked Estep 
Score: -27697044.000000 Penalty: 6075.260742
	Iteration 86Q: 3 clusters Score -2.769704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 206246 members 
Entering Unmasked Estep 
Score: -27697036.000000 Penalty: 6075.260742
	Iteration 87Q: 3 clusters Score -2.769704e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 206272 members 
Entering Unmasked Estep 
Score: -27697068.000000 Penalty: 6075.260742
	Iteration 88Q: 3 clusters Score -2.769707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 206293 members 
Entering Unmasked Estep 
Score: -27697060.000000 Penalty: 6075.260742
	Iteration 89Q: 3 clusters Score -2.769706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 206306 members 
Entering Unmasked Estep 
Score: -27697064.000000 Penalty: 6075.260742
	Iteration 90Q: 3 clusters Score -2.769706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 206316 members 
Entering Unmasked Estep 
Score: -27697036.000000 Penalty: 6075.260742
	Iteration 91Q: 3 clusters Score -2.769704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 206325 members 
Entering Unmasked Estep 
Score: -27697044.000000 Penalty: 6075.260742
	Iteration 92Q: 3 clusters Score -2.769704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 206333 members 
Entering Unmasked Estep 
Score: -27697040.000000 Penalty: 6075.260742
	Iteration 93Q: 3 clusters Score -2.769704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 206339 members 
Entering Unmasked Estep 
Score: -27697028.000000 Penalty: 6075.260742
	Iteration 94Q: 3 clusters Score -2.769703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 206343 members 
Entering Unmasked Estep 
Score: -27697008.000000 Penalty: 6075.260742
	Iteration 95Q: 3 clusters Score -2.769701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 206346 members 
Entering Unmasked Estep 
Score: -27696988.000000 Penalty: 6075.260742
	Iteration 96Q: 3 clusters Score -2.769699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 206352 members 
Entering Unmasked Estep 
Score: -27696998.000000 Penalty: 6075.260742
	Iteration 97Q: 3 clusters Score -2.7697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 206355 members 
Entering Unmasked Estep 
Score: -27696998.000000 Penalty: 6075.260742
	Iteration 98Q: 3 clusters Score -2.7697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 206358 members 
Entering Unmasked Estep 
Score: -27696990.000000 Penalty: 6075.260742
	Iteration 99Q: 3 clusters Score -2.769699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 206361 members 
Entering Unmasked Estep 
Score: -27696980.000000 Penalty: 6075.260742
	Iteration 100F: 3 clusters Score -2.769698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 206366 members 
Entering Unmasked Estep 
Score: -27696956.000000 Penalty: 6075.260742
	Iteration 101Q: 3 clusters Score -2.769696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 206368 members 
Entering Unmasked Estep 
Score: -27696956.000000 Penalty: 6075.260742
	Iteration 102Q: 3 clusters Score -2.769696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 206370 members 
Entering Unmasked Estep 
Score: -27696962.000000 Penalty: 6075.260742
	Iteration 103Q: 3 clusters Score -2.769696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 206371 members 
Entering Unmasked Estep 
Score: -27696978.000000 Penalty: 6075.260742
	Iteration 104Q: 3 clusters Score -2.769698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 206370 members 
Entering Unmasked Estep 
Score: -27696980.000000 Penalty: 6075.260742
	Iteration 105Q: 3 clusters Score -2.769698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 206373 members 
Entering Unmasked Estep 
Score: -27696970.000000 Penalty: 6075.260742
	Iteration 106Q: 3 clusters Score -2.769697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 206378 members 
Entering Unmasked Estep 
Score: -27696976.000000 Penalty: 6075.260742
	Iteration 107Q: 3 clusters Score -2.769698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 206382 members 
Entering Unmasked Estep 
Score: -27696978.000000 Penalty: 6075.260742
	Iteration 108Q: 3 clusters Score -2.769698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 206386 members 
Entering Unmasked Estep 
Score: -27696988.000000 Penalty: 6075.260742
	Iteration 109Q: 3 clusters Score -2.769699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 206392 members 
Entering Unmasked Estep 
Score: -27696986.000000 Penalty: 6075.260742
	Iteration 110Q: 3 clusters Score -2.769699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 206400 members 
Entering Unmasked Estep 
Score: -27696998.000000 Penalty: 6075.260742
	Iteration 111Q: 3 clusters Score -2.7697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 206406 members 
Entering Unmasked Estep 
Score: -27696990.000000 Penalty: 6075.260742
	Iteration 112Q: 3 clusters Score -2.769699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 206411 members 
Entering Unmasked Estep 
Score: -27697004.000000 Penalty: 6075.260742
	Iteration 113Q: 3 clusters Score -2.7697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 206417 members 
Entering Unmasked Estep 
Score: -27697004.000000 Penalty: 6075.260742
	Iteration 114Q: 3 clusters Score -2.7697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 206420 members 
Entering Unmasked Estep 
Score: -27696994.000000 Penalty: 6075.260742
	Iteration 115Q: 3 clusters Score -2.769699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 206425 members 
Entering Unmasked Estep 
Score: -27696994.000000 Penalty: 6075.260742
	Iteration 116Q: 3 clusters Score -2.769699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 206433 members 
Entering Unmasked Estep 
Score: -27697014.000000 Penalty: 6075.260742
	Iteration 117Q: 3 clusters Score -2.769701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 206439 members 
Entering Unmasked Estep 
Score: -27697024.000000 Penalty: 6075.260742
	Iteration 118Q: 3 clusters Score -2.769702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 206449 members 
Entering Unmasked Estep 
Score: -27697000.000000 Penalty: 6075.260742
	Iteration 119Q: 3 clusters Score -2.7697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 206457 members 
Entering Unmasked Estep 
Score: -27697012.000000 Penalty: 6075.260742
	Iteration 120F: 3 clusters Score -2.769701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 206467 members 
Entering Unmasked Estep 
Score: -27696980.000000 Penalty: 6075.260742
	Iteration 121Q: 3 clusters Score -2.769698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 206474 members 
Entering Unmasked Estep 
Score: -27697010.000000 Penalty: 6075.260742
	Iteration 122Q: 3 clusters Score -2.769701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 206484 members 
Entering Unmasked Estep 
Score: -27697016.000000 Penalty: 6075.260742
	Iteration 123Q: 3 clusters Score -2.769702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 206490 members 
Entering Unmasked Estep 
Score: -27697004.000000 Penalty: 6075.260742
	Iteration 124Q: 3 clusters Score -2.7697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 206497 members 
Entering Unmasked Estep 
Score: -27697004.000000 Penalty: 6075.260742
	Iteration 125Q: 3 clusters Score -2.7697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 206507 members 
Entering Unmasked Estep 
Score: -27696978.000000 Penalty: 6075.260742
	Iteration 126Q: 3 clusters Score -2.769698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 206513 members 
Entering Unmasked Estep 
Score: -27696978.000000 Penalty: 6075.260742
	Iteration 127Q: 3 clusters Score -2.769698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 206519 members 
Entering Unmasked Estep 
Score: -27696976.000000 Penalty: 6075.260742
	Iteration 128Q: 3 clusters Score -2.769698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 206527 members 
Entering Unmasked Estep 
Score: -27696988.000000 Penalty: 6075.260742
	Iteration 129Q: 3 clusters Score -2.769699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 206536 members 
Entering Unmasked Estep 
Score: -27696992.000000 Penalty: 6075.260742
	Iteration 130Q: 3 clusters Score -2.769699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 206545 members 
Entering Unmasked Estep 
Score: -27696968.000000 Penalty: 6075.260742
	Iteration 131Q: 3 clusters Score -2.769697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 206562 members 
Entering Unmasked Estep 
Score: -27696970.000000 Penalty: 6075.260742
	Iteration 132Q: 3 clusters Score -2.769697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 206577 members 
Entering Unmasked Estep 
Score: -27696956.000000 Penalty: 6075.260742
	Iteration 133Q: 3 clusters Score -2.769696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 206589 members 
Entering Unmasked Estep 
Score: -27696934.000000 Penalty: 6075.260742
	Iteration 134Q: 3 clusters Score -2.769693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 206598 members 
Entering Unmasked Estep 
Score: -27696934.000000 Penalty: 6075.260742
	Iteration 135Q: 3 clusters Score -2.769693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 206609 members 
Entering Unmasked Estep 
Score: -27696924.000000 Penalty: 6075.260742
	Iteration 136Q: 3 clusters Score -2.769692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 206620 members 
Entering Unmasked Estep 
Score: -27696932.000000 Penalty: 6075.260742
	Iteration 137Q: 3 clusters Score -2.769693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 206627 members 
Entering Unmasked Estep 
Score: -27696962.000000 Penalty: 6075.260742
	Iteration 138Q: 3 clusters Score -2.769696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 206635 members 
Entering Unmasked Estep 
Score: -27696958.000000 Penalty: 6075.260742
	Iteration 139Q: 3 clusters Score -2.769696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 206640 members 
Entering Unmasked Estep 
Score: -27696974.000000 Penalty: 6075.260742
	Iteration 140F: 3 clusters Score -2.769697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 206645 members 
Entering Unmasked Estep 
Score: -27696974.000000 Penalty: 6075.260742
	Iteration 141Q: 3 clusters Score -2.769697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 206648 members 
Entering Unmasked Estep 
Score: -27696962.000000 Penalty: 6075.260742
	Iteration 142Q: 3 clusters Score -2.769696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 206649 members 
Entering Unmasked Estep 
Score: -27696952.000000 Penalty: 6075.260742
	Iteration 143Q: 3 clusters Score -2.769695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 206651 members 
Entering Unmasked Estep 
Score: -27696942.000000 Penalty: 6075.260742
	Iteration 144Q: 3 clusters Score -2.769694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 206655 members 
Entering Unmasked Estep 
Score: -27696944.000000 Penalty: 6075.260742
	Iteration 145Q: 3 clusters Score -2.769694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 206661 members 
Entering Unmasked Estep 
Score: -27696954.000000 Penalty: 6075.260742
	Iteration 146Q: 3 clusters Score -2.769695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 206667 members 
Entering Unmasked Estep 
Score: -27696938.000000 Penalty: 6075.260742
	Iteration 147Q: 3 clusters Score -2.769694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 206678 members 
Entering Unmasked Estep 
Score: -27696936.000000 Penalty: 6075.260742
	Iteration 148Q: 3 clusters Score -2.769694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 206689 members 
Entering Unmasked Estep 
Score: -27696960.000000 Penalty: 6075.260742
	Iteration 149Q: 3 clusters Score -2.769696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 206695 members 
Entering Unmasked Estep 
Score: -27696958.000000 Penalty: 6075.260742
	Iteration 150Q: 3 clusters Score -2.769696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 206701 members 
Entering Unmasked Estep 
Score: -27696956.000000 Penalty: 6075.260742
	Iteration 151Q: 3 clusters Score -2.769696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 206709 members 
Entering Unmasked Estep 
Score: -27696944.000000 Penalty: 6075.260742
	Iteration 152Q: 3 clusters Score -2.769694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 206719 members 
Entering Unmasked Estep 
Score: -27696946.000000 Penalty: 6075.260742
	Iteration 153Q: 3 clusters Score -2.769695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 206732 members 
Entering Unmasked Estep 
Score: -27696956.000000 Penalty: 6075.260742
	Iteration 154Q: 3 clusters Score -2.769696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 206751 members 
Entering Unmasked Estep 
Score: -27696962.000000 Penalty: 6075.260742
	Iteration 155Q: 3 clusters Score -2.769696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 206766 members 
Entering Unmasked Estep 
Score: -27696956.000000 Penalty: 6075.260742
	Iteration 156Q: 3 clusters Score -2.769696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 206780 members 
Entering Unmasked Estep 
Score: -27696954.000000 Penalty: 6075.260742
	Iteration 157Q: 3 clusters Score -2.769695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 206796 members 
Entering Unmasked Estep 
Score: -27696958.000000 Penalty: 6075.260742
	Iteration 158Q: 3 clusters Score -2.769696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 206814 members 
Entering Unmasked Estep 
Score: -27696956.000000 Penalty: 6075.260742
	Iteration 159Q: 3 clusters Score -2.769696e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 206837 members 
Entering Unmasked Estep 
Score: -27696936.000000 Penalty: 6075.260742
	Iteration 160F: 3 clusters Score -2.769694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 206851 members 
Entering Unmasked Estep 
Score: -27696920.000000 Penalty: 6075.260742
	Iteration 161Q: 3 clusters Score -2.769692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 206860 members 
Entering Unmasked Estep 
Score: -27696926.000000 Penalty: 6075.260742
	Iteration 162Q: 3 clusters Score -2.769693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 206871 members 
Entering Unmasked Estep 
Score: -27696954.000000 Penalty: 6075.260742
	Iteration 163Q: 3 clusters Score -2.769695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 206879 members 
Entering Unmasked Estep 
Score: -27696938.000000 Penalty: 6075.260742
	Iteration 164Q: 3 clusters Score -2.769694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 206887 members 
Entering Unmasked Estep 
Score: -27696928.000000 Penalty: 6075.260742
	Iteration 165Q: 3 clusters Score -2.769693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 206890 members 
Entering Unmasked Estep 
Score: -27696920.000000 Penalty: 6075.260742
	Iteration 166Q: 3 clusters Score -2.769692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 206891 members 
Entering Unmasked Estep 
Score: -27696900.000000 Penalty: 6075.260742
	Iteration 167Q: 3 clusters Score -2.76969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 206894 members 
Entering Unmasked Estep 
Score: -27696906.000000 Penalty: 6075.260742
	Iteration 168Q: 3 clusters Score -2.769691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 206898 members 
Entering Unmasked Estep 
Score: -27696912.000000 Penalty: 6075.260742
	Iteration 169Q: 3 clusters Score -2.769691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 206900 members 
Entering Unmasked Estep 
Score: -27696914.000000 Penalty: 6075.260742
	Iteration 170Q: 3 clusters Score -2.769691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 206904 members 
Entering Unmasked Estep 
Score: -27696918.000000 Penalty: 6075.260742
	Iteration 171Q: 3 clusters Score -2.769692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 206909 members 
Entering Unmasked Estep 
Score: -27696914.000000 Penalty: 6075.260742
	Iteration 172Q: 3 clusters Score -2.769691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 206912 members 
Entering Unmasked Estep 
Score: -27696906.000000 Penalty: 6075.260742
	Iteration 173Q: 3 clusters Score -2.769691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 206914 members 
Entering Unmasked Estep 
Score: -27696892.000000 Penalty: 6075.260742
	Iteration 174Q: 3 clusters Score -2.769689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 206920 members 
Entering Unmasked Estep 
Score: -27696922.000000 Penalty: 6075.260742
	Iteration 175Q: 3 clusters Score -2.769692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 206928 members 
Entering Unmasked Estep 
Score: -27696910.000000 Penalty: 6075.260742
	Iteration 176Q: 3 clusters Score -2.769691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 206935 members 
Entering Unmasked Estep 
Score: -27696920.000000 Penalty: 6075.260742
	Iteration 177Q: 3 clusters Score -2.769692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 206944 members 
Entering Unmasked Estep 
Score: -27696912.000000 Penalty: 6075.260742
	Iteration 178Q: 3 clusters Score -2.769691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 206951 members 
Entering Unmasked Estep 
Score: -27696916.000000 Penalty: 6075.260742
	Iteration 179Q: 3 clusters Score -2.769692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 206955 members 
Entering Unmasked Estep 
Score: -27696902.000000 Penalty: 6075.260742
	Iteration 180F: 3 clusters Score -2.76969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 206960 members 
Entering Unmasked Estep 
Score: -27696900.000000 Penalty: 6075.260742
	Iteration 181Q: 3 clusters Score -2.76969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 206961 members 
Entering Unmasked Estep 
Score: -27696900.000000 Penalty: 6075.260742
	Iteration 182Q: 3 clusters Score -2.76969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 206961 members 
Entering Unmasked Estep 
Score: -27696902.000000 Penalty: 6075.260742
	Iteration 183Q: 3 clusters Score -2.76969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 206961 members 
Entering Unmasked Estep 
Score: -27696902.000000 Penalty: 6075.260742
	Iteration 184F: 3 clusters Score -2.76969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Entering Unmasked Estep 
Score: -1602631.125000 Penalty: 2352.358643
	Iteration 0F: 2 clusters Score -1602631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1592955.000000 Penalty: 4704.717285
	Iteration 0F: 3 clusters Score -1592955 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1596038.375000 Penalty: 4704.717285
	Iteration 1F: 3 clusters Score -1596038 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1596482.875000 Penalty: 4704.717285
	Iteration 2F: 3 clusters Score -1596483 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1596858.375000 Penalty: 4704.717285
	Iteration 3F: 3 clusters Score -1596858 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1597214.375000 Penalty: 4704.717285
	Iteration 4F: 3 clusters Score -1597214 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1597612.000000 Penalty: 4704.717285
	Iteration 5Q: 3 clusters Score -1597612 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1598059.625000 Penalty: 4704.717285
	Iteration 6F: 3 clusters Score -1598060 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1598479.625000 Penalty: 4704.717285
	Iteration 7F: 3 clusters Score -1598480 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1598969.125000 Penalty: 4704.717285
	Iteration 8Q: 3 clusters Score -1598969 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1599454.375000 Penalty: 4704.717285
	Iteration 9F: 3 clusters Score -1599454 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1599819.500000 Penalty: 4704.717285
	Iteration 10Q: 3 clusters Score -1599820 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1600100.625000 Penalty: 4704.717285
	Iteration 11Q: 3 clusters Score -1600101 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1600314.625000 Penalty: 4704.717285
	Iteration 12Q: 3 clusters Score -1600315 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1600448.625000 Penalty: 4704.717285
	Iteration 13Q: 3 clusters Score -1600449 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1600542.625000 Penalty: 4704.717285
	Iteration 14Q: 3 clusters Score -1600543 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1600647.250000 Penalty: 4704.717285
	Iteration 15Q: 3 clusters Score -1600647 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1600791.125000 Penalty: 4704.717285
	Iteration 16Q: 3 clusters Score -1600791 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1600948.750000 Penalty: 4704.717285
	Iteration 17Q: 3 clusters Score -1600949 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1601133.250000 Penalty: 4704.717285
	Iteration 18Q: 3 clusters Score -1601133 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1601293.250000 Penalty: 4704.717285
	Iteration 19Q: 3 clusters Score -1601293 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1601444.875000 Penalty: 4704.717285
	Iteration 20F: 3 clusters Score -1601445 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1601579.875000 Penalty: 4704.717285
	Iteration 21Q: 3 clusters Score -1601580 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1601684.625000 Penalty: 4704.717285
	Iteration 22Q: 3 clusters Score -1601685 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1601752.000000 Penalty: 4704.717285
	Iteration 23Q: 3 clusters Score -1601752 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1601822.875000 Penalty: 4704.717285
	Iteration 24Q: 3 clusters Score -1601823 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1601886.125000 Penalty: 4704.717285
	Iteration 25Q: 3 clusters Score -1601886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1601942.000000 Penalty: 4704.717285
	Iteration 26Q: 3 clusters Score -1601942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1601993.500000 Penalty: 4704.717285
	Iteration 27Q: 3 clusters Score -1601994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1602025.625000 Penalty: 4704.717285
	Iteration 28Q: 3 clusters Score -1602026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1602048.000000 Penalty: 4704.717285
	Iteration 29Q: 3 clusters Score -1602048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1602069.500000 Penalty: 4704.717285
	Iteration 30Q: 3 clusters Score -1602070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1602098.375000 Penalty: 4704.717285
	Iteration 31Q: 3 clusters Score -1602098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1602132.625000 Penalty: 4704.717285
	Iteration 32Q: 3 clusters Score -1602133 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1602154.875000 Penalty: 4704.717285
	Iteration 33Q: 3 clusters Score -1602155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1602168.375000 Penalty: 4704.717285
	Iteration 34Q: 3 clusters Score -1602168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1602195.000000 Penalty: 4704.717285
	Iteration 35Q: 3 clusters Score -1602195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1602213.750000 Penalty: 4704.717285
	Iteration 36Q: 3 clusters Score -1602214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1602220.125000 Penalty: 4704.717285
	Iteration 37Q: 3 clusters Score -1602220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1602230.500000 Penalty: 4704.717285
	Iteration 38Q: 3 clusters Score -1602230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1602235.125000 Penalty: 4704.717285
	Iteration 39Q: 3 clusters Score -1602235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1602241.625000 Penalty: 4704.717285
	Iteration 40F: 3 clusters Score -1602242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1602253.125000 Penalty: 4704.717285
	Iteration 41Q: 3 clusters Score -1602253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1602265.000000 Penalty: 4704.717285
	Iteration 42Q: 3 clusters Score -1602265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1602274.625000 Penalty: 4704.717285
	Iteration 43Q: 3 clusters Score -1602275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1602279.500000 Penalty: 4704.717285
	Iteration 44Q: 3 clusters Score -1602280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1602281.750000 Penalty: 4704.717285
	Iteration 45Q: 3 clusters Score -1602282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1602286.500000 Penalty: 4704.717285
	Iteration 46Q: 3 clusters Score -1602286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1602291.250000 Penalty: 4704.717285
	Iteration 47Q: 3 clusters Score -1602291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1602298.125000 Penalty: 4704.717285
	Iteration 48Q: 3 clusters Score -1602298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1602302.625000 Penalty: 4704.717285
	Iteration 49Q: 3 clusters Score -1602303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1602310.750000 Penalty: 4704.717285
	Iteration 50Q: 3 clusters Score -1602311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1602312.500000 Penalty: 4704.717285
	Iteration 51Q: 3 clusters Score -1602312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1602313.750000 Penalty: 4704.717285
	Iteration 52Q: 3 clusters Score -1602314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1602313.375000 Penalty: 4704.717285
	Iteration 53Q: 3 clusters Score -1602313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1602313.125000 Penalty: 4704.717285
	Iteration 54Q: 3 clusters Score -1602313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1602314.250000 Penalty: 4704.717285
	Iteration 55Q: 3 clusters Score -1602314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1602315.125000 Penalty: 4704.717285
	Iteration 56Q: 3 clusters Score -1602315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1602316.625000 Penalty: 4704.717285
	Iteration 57Q: 3 clusters Score -1602317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1602316.625000 Penalty: 4704.717285
	Iteration 58F: 3 clusters Score -1602317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Entering Unmasked Estep 
Score: -6959392.000000 Penalty: 2693.527344
	Iteration 0F: 2 clusters Score -6959392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -6924420.000000 Penalty: 5387.054688
	Iteration 0F: 3 clusters Score -6924420 nChanged 23996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -6937943.000000 Penalty: 5387.054688
	Iteration 1F: 3 clusters Score -6937943 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6938660.500000 Penalty: 5387.054688
	Iteration 2Q: 3 clusters Score -6938660 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -6939510.000000 Penalty: 5387.054688
	Iteration 3Q: 3 clusters Score -6939510 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -6940673.000000 Penalty: 5387.054688
	Iteration 4Q: 3 clusters Score -6940673 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -6942180.500000 Penalty: 5387.054688
	Iteration 5Q: 3 clusters Score -6942180 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -6944162.000000 Penalty: 5387.054688
	Iteration 6F: 3 clusters Score -6944162 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -6946499.000000 Penalty: 5387.054688
	Iteration 7F: 3 clusters Score -6946499 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -6948843.500000 Penalty: 5387.054688
	Iteration 8F: 3 clusters Score -6948844 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -6950901.500000 Penalty: 5387.054688
	Iteration 9F: 3 clusters Score -6950902 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -6952415.500000 Penalty: 5387.054688
	Iteration 10Q: 3 clusters Score -6952416 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -6953645.500000 Penalty: 5387.054688
	Iteration 11Q: 3 clusters Score -6953646 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -6954586.500000 Penalty: 5387.054688
	Iteration 12Q: 3 clusters Score -6954586 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6955253.500000 Penalty: 5387.054688
	Iteration 13Q: 3 clusters Score -6955254 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6955792.500000 Penalty: 5387.054688
	Iteration 14Q: 3 clusters Score -6955792 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6956180.000000 Penalty: 5387.054688
	Iteration 15Q: 3 clusters Score -6956180 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6956386.000000 Penalty: 5387.054688
	Iteration 16Q: 3 clusters Score -6956386 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6956545.000000 Penalty: 5387.054688
	Iteration 17Q: 3 clusters Score -6956545 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6956681.000000 Penalty: 5387.054688
	Iteration 18Q: 3 clusters Score -6956681 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6956789.500000 Penalty: 5387.054688
	Iteration 19Q: 3 clusters Score -6956790 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6956854.000000 Penalty: 5387.054688
	Iteration 20F: 3 clusters Score -6956854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6956923.500000 Penalty: 5387.054688
	Iteration 21Q: 3 clusters Score -6956924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6956965.500000 Penalty: 5387.054688
	Iteration 22Q: 3 clusters Score -6956966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6956999.500000 Penalty: 5387.054688
	Iteration 23Q: 3 clusters Score -6957000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6957018.500000 Penalty: 5387.054688
	Iteration 24Q: 3 clusters Score -6957018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6957032.000000 Penalty: 5387.054688
	Iteration 25Q: 3 clusters Score -6957032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6957057.000000 Penalty: 5387.054688
	Iteration 26Q: 3 clusters Score -6957057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6957061.000000 Penalty: 5387.054688
	Iteration 27Q: 3 clusters Score -6957061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6957072.500000 Penalty: 5387.054688
	Iteration 28Q: 3 clusters Score -6957072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6957077.500000 Penalty: 5387.054688
	Iteration 29Q: 3 clusters Score -6957078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6957077.500000 Penalty: 5387.054688
	Iteration 30Q: 3 clusters Score -6957078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6957075.000000 Penalty: 5387.054688
	Iteration 31Q: 3 clusters Score -6957075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6957075.000000 Penalty: 5387.054688
	Iteration 32F: 3 clusters Score -6957075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Entering Unmasked Estep 
Score: -4862734.500000 Penalty: 2602.640869
	Iteration 0F: 2 clusters Score -4862734 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 17978 members 
Entering Unmasked Estep 
Score: -4838165.500000 Penalty: 5205.281738
	Iteration 0F: 3 clusters Score -4838166 nChanged 16444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4847374.500000 Penalty: 5205.281738
	Iteration 1F: 3 clusters Score -4847374 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -4848066.000000 Penalty: 5205.281738
	Iteration 2Q: 3 clusters Score -4848066 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4848818.500000 Penalty: 5205.281738
	Iteration 3Q: 3 clusters Score -4848818 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4849612.500000 Penalty: 5205.281738
	Iteration 4Q: 3 clusters Score -4849612 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4850396.500000 Penalty: 5205.281738
	Iteration 5Q: 3 clusters Score -4850396 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4851250.000000 Penalty: 5205.281738
	Iteration 6Q: 3 clusters Score -4851250 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4852071.500000 Penalty: 5205.281738
	Iteration 7Q: 3 clusters Score -4852072 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -4852913.000000 Penalty: 5205.281738
	Iteration 8Q: 3 clusters Score -4852913 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4853759.000000 Penalty: 5205.281738
	Iteration 9Q: 3 clusters Score -4853759 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -4854581.500000 Penalty: 5205.281738
	Iteration 10Q: 3 clusters Score -4854582 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4855390.500000 Penalty: 5205.281738
	Iteration 11Q: 3 clusters Score -4855390 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4856018.500000 Penalty: 5205.281738
	Iteration 12Q: 3 clusters Score -4856018 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4856447.000000 Penalty: 5205.281738
	Iteration 13Q: 3 clusters Score -4856447 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4856717.000000 Penalty: 5205.281738
	Iteration 14Q: 3 clusters Score -4856717 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4856849.000000 Penalty: 5205.281738
	Iteration 15Q: 3 clusters Score -4856849 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4856906.500000 Penalty: 5205.281738
	Iteration 16Q: 3 clusters Score -4856906 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4856966.500000 Penalty: 5205.281738
	Iteration 17Q: 3 clusters Score -4856966 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4856989.500000 Penalty: 5205.281738
	Iteration 18Q: 3 clusters Score -4856990 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -4857017.000000 Penalty: 5205.281738
	Iteration 19Q: 3 clusters Score -4857017 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4857032.500000 Penalty: 5205.281738
	Iteration 20F: 3 clusters Score -4857032 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -4857049.500000 Penalty: 5205.281738
	Iteration 21Q: 3 clusters Score -4857050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4857060.500000 Penalty: 5205.281738
	Iteration 22Q: 3 clusters Score -4857060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4857073.000000 Penalty: 5205.281738
	Iteration 23Q: 3 clusters Score -4857073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4857089.000000 Penalty: 5205.281738
	Iteration 24Q: 3 clusters Score -4857089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4857102.500000 Penalty: 5205.281738
	Iteration 25Q: 3 clusters Score -4857102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4857102.500000 Penalty: 5205.281738
	Iteration 26Q: 3 clusters Score -4857102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4857110.500000 Penalty: 5205.281738
	Iteration 27Q: 3 clusters Score -4857110 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4857115.500000 Penalty: 5205.281738
	Iteration 28Q: 3 clusters Score -4857116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4857128.500000 Penalty: 5205.281738
	Iteration 29Q: 3 clusters Score -4857128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4857132.500000 Penalty: 5205.281738
	Iteration 30Q: 3 clusters Score -4857132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -4857144.500000 Penalty: 5205.281738
	Iteration 31Q: 3 clusters Score -4857144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -4857161.000000 Penalty: 5205.281738
	Iteration 32Q: 3 clusters Score -4857161 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4857160.500000 Penalty: 5205.281738
	Iteration 33Q: 3 clusters Score -4857160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4857158.000000 Penalty: 5205.281738
	Iteration 34Q: 3 clusters Score -4857158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -4857162.000000 Penalty: 5205.281738
	Iteration 35Q: 3 clusters Score -4857162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4857175.000000 Penalty: 5205.281738
	Iteration 36Q: 3 clusters Score -4857175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4857163.000000 Penalty: 5205.281738
	Iteration 37Q: 3 clusters Score -4857163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4857173.500000 Penalty: 5205.281738
	Iteration 38Q: 3 clusters Score -4857174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4857170.500000 Penalty: 5205.281738
	Iteration 39Q: 3 clusters Score -4857170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4857172.000000 Penalty: 5205.281738
	Iteration 40F: 3 clusters Score -4857172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4857175.000000 Penalty: 5205.281738
	Iteration 41Q: 3 clusters Score -4857175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4857178.500000 Penalty: 5205.281738
	Iteration 42Q: 3 clusters Score -4857178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4857196.000000 Penalty: 5205.281738
	Iteration 43Q: 3 clusters Score -4857196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4857193.000000 Penalty: 5205.281738
	Iteration 44Q: 3 clusters Score -4857193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4857196.000000 Penalty: 5205.281738
	Iteration 45Q: 3 clusters Score -4857196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4857200.500000 Penalty: 5205.281738
	Iteration 46Q: 3 clusters Score -4857200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4857195.000000 Penalty: 5205.281738
	Iteration 47Q: 3 clusters Score -4857195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4857195.500000 Penalty: 5205.281738
	Iteration 48Q: 3 clusters Score -4857196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4857208.000000 Penalty: 5205.281738
	Iteration 49Q: 3 clusters Score -4857208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4857215.000000 Penalty: 5205.281738
	Iteration 50Q: 3 clusters Score -4857215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4857210.500000 Penalty: 5205.281738
	Iteration 51Q: 3 clusters Score -4857210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4857213.500000 Penalty: 5205.281738
	Iteration 52Q: 3 clusters Score -4857214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4857228.500000 Penalty: 5205.281738
	Iteration 53Q: 3 clusters Score -4857228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4857223.000000 Penalty: 5205.281738
	Iteration 54Q: 3 clusters Score -4857223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4857221.500000 Penalty: 5205.281738
	Iteration 55Q: 3 clusters Score -4857222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -4857226.500000 Penalty: 5205.281738
	Iteration 56Q: 3 clusters Score -4857226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4857225.000000 Penalty: 5205.281738
	Iteration 57Q: 3 clusters Score -4857225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4857226.500000 Penalty: 5205.281738
	Iteration 58Q: 3 clusters Score -4857226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -4857234.000000 Penalty: 5205.281738
	Iteration 59Q: 3 clusters Score -4857234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4857242.500000 Penalty: 5205.281738
	Iteration 60F: 3 clusters Score -4857242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4857237.000000 Penalty: 5205.281738
	Iteration 61Q: 3 clusters Score -4857237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4857243.500000 Penalty: 5205.281738
	Iteration 62Q: 3 clusters Score -4857244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4857249.000000 Penalty: 5205.281738
	Iteration 63Q: 3 clusters Score -4857249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4857247.500000 Penalty: 5205.281738
	Iteration 64Q: 3 clusters Score -4857248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4857253.500000 Penalty: 5205.281738
	Iteration 65Q: 3 clusters Score -4857254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4857259.500000 Penalty: 5205.281738
	Iteration 66Q: 3 clusters Score -4857260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4857274.000000 Penalty: 5205.281738
	Iteration 67Q: 3 clusters Score -4857274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4857269.500000 Penalty: 5205.281738
	Iteration 68Q: 3 clusters Score -4857270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4857280.000000 Penalty: 5205.281738
	Iteration 69Q: 3 clusters Score -4857280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4857286.500000 Penalty: 5205.281738
	Iteration 70Q: 3 clusters Score -4857286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4857282.500000 Penalty: 5205.281738
	Iteration 71Q: 3 clusters Score -4857282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4857284.500000 Penalty: 5205.281738
	Iteration 72Q: 3 clusters Score -4857284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4857286.500000 Penalty: 5205.281738
	Iteration 73Q: 3 clusters Score -4857286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -4857284.500000 Penalty: 5205.281738
	Iteration 74Q: 3 clusters Score -4857284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4857285.500000 Penalty: 5205.281738
	Iteration 75Q: 3 clusters Score -4857286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4857283.000000 Penalty: 5205.281738
	Iteration 76Q: 3 clusters Score -4857283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4857285.500000 Penalty: 5205.281738
	Iteration 77Q: 3 clusters Score -4857286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4857287.000000 Penalty: 5205.281738
	Iteration 78Q: 3 clusters Score -4857287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4857283.000000 Penalty: 5205.281738
	Iteration 79Q: 3 clusters Score -4857283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4857286.500000 Penalty: 5205.281738
	Iteration 80F: 3 clusters Score -4857286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4857286.500000 Penalty: 5205.281738
	Iteration 81Q: 3 clusters Score -4857286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4857281.000000 Penalty: 5205.281738
	Iteration 82Q: 3 clusters Score -4857281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4857285.000000 Penalty: 5205.281738
	Iteration 83Q: 3 clusters Score -4857285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4857288.500000 Penalty: 5205.281738
	Iteration 84Q: 3 clusters Score -4857288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -4857283.000000 Penalty: 5205.281738
	Iteration 85Q: 3 clusters Score -4857283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4857289.000000 Penalty: 5205.281738
	Iteration 86Q: 3 clusters Score -4857289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4857283.500000 Penalty: 5205.281738
	Iteration 87Q: 3 clusters Score -4857284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4857279.000000 Penalty: 5205.281738
	Iteration 88Q: 3 clusters Score -4857279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4857276.500000 Penalty: 5205.281738
	Iteration 89Q: 3 clusters Score -4857276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4857275.500000 Penalty: 5205.281738
	Iteration 90Q: 3 clusters Score -4857276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4857278.500000 Penalty: 5205.281738
	Iteration 91Q: 3 clusters Score -4857278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4857270.500000 Penalty: 5205.281738
	Iteration 92Q: 3 clusters Score -4857270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4857279.500000 Penalty: 5205.281738
	Iteration 93Q: 3 clusters Score -4857280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4857272.500000 Penalty: 5205.281738
	Iteration 94Q: 3 clusters Score -4857272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -4857280.500000 Penalty: 5205.281738
	Iteration 95Q: 3 clusters Score -4857280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4857283.500000 Penalty: 5205.281738
	Iteration 96Q: 3 clusters Score -4857284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4857285.000000 Penalty: 5205.281738
	Iteration 97Q: 3 clusters Score -4857285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4857282.500000 Penalty: 5205.281738
	Iteration 98Q: 3 clusters Score -4857282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4857291.000000 Penalty: 5205.281738
	Iteration 99Q: 3 clusters Score -4857291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -4857289.000000 Penalty: 5205.281738
	Iteration 100F: 3 clusters Score -4857289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4857290.000000 Penalty: 5205.281738
	Iteration 101Q: 3 clusters Score -4857290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -4857291.500000 Penalty: 5205.281738
	Iteration 102Q: 3 clusters Score -4857292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4857293.500000 Penalty: 5205.281738
	Iteration 103Q: 3 clusters Score -4857294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -4857292.000000 Penalty: 5205.281738
	Iteration 104Q: 3 clusters Score -4857292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4857277.000000 Penalty: 5205.281738
	Iteration 105Q: 3 clusters Score -4857277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4857275.500000 Penalty: 5205.281738
	Iteration 106Q: 3 clusters Score -4857276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4857277.500000 Penalty: 5205.281738
	Iteration 107Q: 3 clusters Score -4857278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4857282.500000 Penalty: 5205.281738
	Iteration 108Q: 3 clusters Score -4857282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4857282.000000 Penalty: 5205.281738
	Iteration 109Q: 3 clusters Score -4857282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4857288.000000 Penalty: 5205.281738
	Iteration 110Q: 3 clusters Score -4857288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4857286.500000 Penalty: 5205.281738
	Iteration 111Q: 3 clusters Score -4857286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -4857284.000000 Penalty: 5205.281738
	Iteration 112Q: 3 clusters Score -4857284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -4857295.500000 Penalty: 5205.281738
	Iteration 113Q: 3 clusters Score -4857296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4857296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4857296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -4857309.500000 Penalty: 5205.281738
	Iteration 116Q: 3 clusters Score -4857310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4857304.500000 Penalty: 5205.281738
	Iteration 117Q: 3 clusters Score -4857304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4857303.500000 Penalty: 5205.281738
	Iteration 118Q: 3 clusters Score -4857304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4857297.000000 Penalty: 5205.281738
	Iteration 119Q: 3 clusters Score -4857297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4857305.000000 Penalty: 5205.281738
	Iteration 120F: 3 clusters Score -4857305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -4857307.500000 Penalty: 5205.281738
	Iteration 121Q: 3 clusters Score -4857308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4857308.000000 Penalty: 5205.281738
	Iteration 122Q: 3 clusters Score -4857308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4857317.500000 Penalty: 5205.281738
	Iteration 123Q: 3 clusters Score -4857318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4857312.500000 Penalty: 5205.281738
	Iteration 124Q: 3 clusters Score -4857312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4857317.500000 Penalty: 5205.281738
	Iteration 125Q: 3 clusters Score -4857318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4857312.500000 Penalty: 5205.281738
	Iteration 126Q: 3 clusters Score -4857312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4857322.000000 Penalty: 5205.281738
	Iteration 127Q: 3 clusters Score -4857322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4857318.000000 Penalty: 5205.281738
	Iteration 128Q: 3 clusters Score -4857318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4857310.000000 Penalty: 5205.281738
	Iteration 129Q: 3 clusters Score -4857310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4857316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4857319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4857326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4857333.500000 Penalty: 5205.281738
	Iteration 133Q: 3 clusters Score -4857334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4857327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4857322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -4857324.500000 Penalty: 5205.281738
	Iteration 136Q: 3 clusters Score -4857324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4857329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4857332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4857326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4857336.500000 Penalty: 5205.281738
	Iteration 140F: 3 clusters Score -4857336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4857338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4857332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4857341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4857337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4857343.000000 Penalty: 5205.281738
	Iteration 145Q: 3 clusters Score -4857343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -4857351.500000 Penalty: 5205.281738
	Iteration 146Q: 3 clusters Score -4857352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4857361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4857366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4857367 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4857368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4857365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4857370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4857394.500000 Penalty: 5205.281738
	Iteration 153Q: 3 clusters Score -4857394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4857395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4857402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4857406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4857432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4857426 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4857430 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4857438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4857464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4857482 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4857486 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4857531 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4857557 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4857585 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4857597 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4857622 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4857656 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4857662 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4857676 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4857693 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4857728 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4857784 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4857836 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4857878 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4857924 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4857974 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4858008 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4858065.500000 Penalty: 5205.281738
	Iteration 180F: 3 clusters Score -4858066 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -4858143.000000 Penalty: 5205.281738
	Iteration 181Q: 3 clusters Score -4858143 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4858211 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4858269 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4858314 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4858402 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4858482 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4858569 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4858616 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4858678 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4858760 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4858845 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4858920.500000 Penalty: 5205.281738
	Iteration 192Q: 3 clusters Score -4858920 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4859020 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4859104.000000 Penalty: 5205.281738
	Iteration 194Q: 3 clusters Score -4859104 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -4859227.500000 Penalty: 5205.281738
	Iteration 195Q: 3 clusters Score -4859228 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4859328 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4859437 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4859558 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -4859709.000000 Penalty: 5205.281738
	Iteration 199Q: 3 clusters Score -4859709 nChanged 322
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4859811.000000 Penalty: 5205.281738
	Iteration 200F: 3 clusters Score -4859811 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4859981 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4860102 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4860218.500000 Penalty: 5205.281738
	Iteration 203Q: 3 clusters Score -4860218 nChanged 265
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Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4860324 nChanged 268
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Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4860460 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4860562 nChanged 224
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Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4860682 nChanged 191
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Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4860792.000000 Penalty: 5205.281738
	Iteration 208Q: 3 clusters Score -4860792 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4860881.000000 Penalty: 5205.281738
	Iteration 209Q: 3 clusters Score -4860881 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4860953.500000 Penalty: 5205.281738
	Iteration 210Q: 3 clusters Score -4860954 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4860981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4861006.500000 Penalty: 5205.281738
	Iteration 212Q: 3 clusters Score -4861006 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4861020 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4861029.000000 Penalty: 5205.281738
	Iteration 214Q: 3 clusters Score -4861029 nChanged 32
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Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4861037 nChanged 29
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Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4861052.500000 Penalty: 5205.281738
	Iteration 216Q: 3 clusters Score -4861052 nChanged 24
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Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4861068 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -4861066.500000 Penalty: 5205.281738
	Iteration 218Q: 3 clusters Score -4861066 nChanged 15
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Mstep: Class 1 contains 1404 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4861074 nChanged 10
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Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4861076.500000 Penalty: 5205.281738
	Iteration 220F: 3 clusters Score -4861076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4861074 nChanged 10
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Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4861074 nChanged 5
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Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4861076.500000 Penalty: 5205.281738
	Iteration 223Q: 3 clusters Score -4861076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -4861078.500000 Penalty: 5205.281738
	Iteration 224Q: 3 clusters Score -4861078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4861080.000000 Penalty: 5205.281738
	Iteration 225Q: 3 clusters Score -4861080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4861083.000000 Penalty: 5205.281738
	Iteration 226Q: 3 clusters Score -4861083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4861077.500000 Penalty: 5205.281738
	Iteration 227Q: 3 clusters Score -4861078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4861077.500000 Penalty: 5205.281738
	Iteration 228F: 3 clusters Score -4861078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -270642.468750 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -270642.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -267945.656250 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -267945.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268454.437500 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -268454.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268572.968750 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -268573 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268638.875000 Penalty: 3786.631348
	Iteration 3Q: 3 clusters Score -268638.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -268685.406250 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -268685.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -268725.843750 Penalty: 3786.631348
	Iteration 5Q: 3 clusters Score -268725.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -268753.031250 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -268753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -268768.437500 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -268768.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -268777.562500 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -268777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -268786.375000 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -268786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268790.875000 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -268790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -268792.343750 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -268792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -268793.906250 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -268793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268794.968750 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -268795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268794.968750 Penalty: 3786.631348
	Iteration 14F: 3 clusters Score -268795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -21300.865234 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -21300.87 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: -20189.599609 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -20189.6 nChanged 33
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: -20379.865234 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -20379.87 nChanged 9
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: -20443.462891 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -20443.46 nChanged 5
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: -20478.132812 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -20478.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20484.568359 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -20484.57 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: -20486.750000 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -20486.75 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: -20488.656250 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -20488.66 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: -20488.656250 Penalty: 2666.138184
	Iteration 7F: 3 clusters Score -20488.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Entering Unmasked Estep 
Score: -4257148.000000 Penalty: 2589.918945
	Iteration 0F: 2 clusters Score -4257148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4233834.000000 Penalty: 5179.837891
	Iteration 0F: 3 clusters Score -4233834 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4242485.000000 Penalty: 5179.837891
	Iteration 1F: 3 clusters Score -4242485 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4243088.000000 Penalty: 5179.837891
	Iteration 2Q: 3 clusters Score -4243088 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4243730.000000 Penalty: 5179.837891
	Iteration 3Q: 3 clusters Score -4243730 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -4244443.000000 Penalty: 5179.837891
	Iteration 4Q: 3 clusters Score -4244443 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4245343.500000 Penalty: 5179.837891
	Iteration 5Q: 3 clusters Score -4245344 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4246417.000000 Penalty: 5179.837891
	Iteration 6F: 3 clusters Score -4246417 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4247819.500000 Penalty: 5179.837891
	Iteration 7F: 3 clusters Score -4247820 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -4249310.500000 Penalty: 5179.837891
	Iteration 8F: 3 clusters Score -4249310 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -4250631.500000 Penalty: 5179.837891
	Iteration 9F: 3 clusters Score -4250632 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4251752.000000 Penalty: 5179.837891
	Iteration 10Q: 3 clusters Score -4251752 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4252560.500000 Penalty: 5179.837891
	Iteration 11Q: 3 clusters Score -4252560 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4253141.000000 Penalty: 5179.837891
	Iteration 12Q: 3 clusters Score -4253141 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4253636.000000 Penalty: 5179.837891
	Iteration 13Q: 3 clusters Score -4253636 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4254081.500000 Penalty: 5179.837891
	Iteration 14Q: 3 clusters Score -4254082 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4254393.000000 Penalty: 5179.837891
	Iteration 15Q: 3 clusters Score -4254393 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4254593.000000 Penalty: 5179.837891
	Iteration 16Q: 3 clusters Score -4254593 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4254731.500000 Penalty: 5179.837891
	Iteration 17Q: 3 clusters Score -4254732 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4254828.000000 Penalty: 5179.837891
	Iteration 18Q: 3 clusters Score -4254828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4254894.500000 Penalty: 5179.837891
	Iteration 19Q: 3 clusters Score -4254894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4254947.500000 Penalty: 5179.837891
	Iteration 20F: 3 clusters Score -4254948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4254996.000000 Penalty: 5179.837891
	Iteration 21Q: 3 clusters Score -4254996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4255032.500000 Penalty: 5179.837891
	Iteration 22Q: 3 clusters Score -4255032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4255074.000000 Penalty: 5179.837891
	Iteration 23Q: 3 clusters Score -4255074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4255100.500000 Penalty: 5179.837891
	Iteration 24Q: 3 clusters Score -4255100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4255117.500000 Penalty: 5179.837891
	Iteration 25Q: 3 clusters Score -4255118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4255126.000000 Penalty: 5179.837891
	Iteration 26Q: 3 clusters Score -4255126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4255130.000000 Penalty: 5179.837891
	Iteration 27Q: 3 clusters Score -4255130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4255147.000000 Penalty: 5179.837891
	Iteration 28Q: 3 clusters Score -4255147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -4255150.000000 Penalty: 5179.837891
	Iteration 29Q: 3 clusters Score -4255150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -4255154.000000 Penalty: 5179.837891
	Iteration 30Q: 3 clusters Score -4255154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4255155.000000 Penalty: 5179.837891
	Iteration 31Q: 3 clusters Score -4255155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -4255159.000000 Penalty: 5179.837891
	Iteration 32Q: 3 clusters Score -4255159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -4255161.500000 Penalty: 5179.837891
	Iteration 33Q: 3 clusters Score -4255162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4255172.500000 Penalty: 5179.837891
	Iteration 34Q: 3 clusters Score -4255172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4255173.500000 Penalty: 5179.837891
	Iteration 35Q: 3 clusters Score -4255174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4255177.500000 Penalty: 5179.837891
	Iteration 36Q: 3 clusters Score -4255178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -4255183.000000 Penalty: 5179.837891
	Iteration 37Q: 3 clusters Score -4255183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4255182.500000 Penalty: 5179.837891
	Iteration 38Q: 3 clusters Score -4255182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -4255184.500000 Penalty: 5179.837891
	Iteration 39Q: 3 clusters Score -4255184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4255189.000000 Penalty: 5179.837891
	Iteration 40F: 3 clusters Score -4255189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -4255192.500000 Penalty: 5179.837891
	Iteration 41Q: 3 clusters Score -4255192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4255202.500000 Penalty: 5179.837891
	Iteration 42Q: 3 clusters Score -4255202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4255211.000000 Penalty: 5179.837891
	Iteration 43Q: 3 clusters Score -4255211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4255209.500000 Penalty: 5179.837891
	Iteration 44Q: 3 clusters Score -4255210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4255214.500000 Penalty: 5179.837891
	Iteration 45Q: 3 clusters Score -4255214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4255214.500000 Penalty: 5179.837891
	Iteration 46Q: 3 clusters Score -4255214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4255215.000000 Penalty: 5179.837891
	Iteration 47Q: 3 clusters Score -4255215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4255213.000000 Penalty: 5179.837891
	Iteration 48Q: 3 clusters Score -4255213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4255213.000000 Penalty: 5179.837891
	Iteration 49Q: 3 clusters Score -4255213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4255210.000000 Penalty: 5179.837891
	Iteration 50Q: 3 clusters Score -4255210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4255213.500000 Penalty: 5179.837891
	Iteration 51Q: 3 clusters Score -4255214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4255210.500000 Penalty: 5179.837891
	Iteration 52Q: 3 clusters Score -4255210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4255210.500000 Penalty: 5179.837891
	Iteration 53F: 3 clusters Score -4255210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Entering Unmasked Estep 
Score: -3386150.000000 Penalty: 2513.055664
	Iteration 0F: 2 clusters Score -3386150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3368686.000000 Penalty: 5026.111328
	Iteration 0F: 3 clusters Score -3368686 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3375420.750000 Penalty: 5026.111328
	Iteration 1F: 3 clusters Score -3375421 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3376457.750000 Penalty: 5026.111328
	Iteration 2F: 3 clusters Score -3376458 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3377474.500000 Penalty: 5026.111328
	Iteration 3F: 3 clusters Score -3377474 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3378470.250000 Penalty: 5026.111328
	Iteration 4F: 3 clusters Score -3378470 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3379377.000000 Penalty: 5026.111328
	Iteration 5F: 3 clusters Score -3379377 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3380281.250000 Penalty: 5026.111328
	Iteration 6F: 3 clusters Score -3380281 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3381122.500000 Penalty: 5026.111328
	Iteration 7F: 3 clusters Score -3381122 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3381864.750000 Penalty: 5026.111328
	Iteration 8Q: 3 clusters Score -3381865 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3382493.250000 Penalty: 5026.111328
	Iteration 9Q: 3 clusters Score -3382493 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3383081.000000 Penalty: 5026.111328
	Iteration 10Q: 3 clusters Score -3383081 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3383594.750000 Penalty: 5026.111328
	Iteration 11Q: 3 clusters Score -3383595 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3384030.250000 Penalty: 5026.111328
	Iteration 12Q: 3 clusters Score -3384030 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3384394.750000 Penalty: 5026.111328
	Iteration 13Q: 3 clusters Score -3384395 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3384645.500000 Penalty: 5026.111328
	Iteration 14Q: 3 clusters Score -3384646 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3384860.750000 Penalty: 5026.111328
	Iteration 15Q: 3 clusters Score -3384861 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3385014.750000 Penalty: 5026.111328
	Iteration 16Q: 3 clusters Score -3385015 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3385144.000000 Penalty: 5026.111328
	Iteration 17Q: 3 clusters Score -3385144 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3385250.500000 Penalty: 5026.111328
	Iteration 18Q: 3 clusters Score -3385250 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3385332.000000 Penalty: 5026.111328
	Iteration 19Q: 3 clusters Score -3385332 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3385408.500000 Penalty: 5026.111328
	Iteration 20F: 3 clusters Score -3385408 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3385479.750000 Penalty: 5026.111328
	Iteration 21Q: 3 clusters Score -3385480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3385538.750000 Penalty: 5026.111328
	Iteration 22Q: 3 clusters Score -3385539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3385572.750000 Penalty: 5026.111328
	Iteration 23Q: 3 clusters Score -3385573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3385595.000000 Penalty: 5026.111328
	Iteration 24Q: 3 clusters Score -3385595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3385608.750000 Penalty: 5026.111328
	Iteration 25Q: 3 clusters Score -3385609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3385621.000000 Penalty: 5026.111328
	Iteration 26Q: 3 clusters Score -3385621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3385638.500000 Penalty: 5026.111328
	Iteration 27Q: 3 clusters Score -3385638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3385644.500000 Penalty: 5026.111328
	Iteration 28Q: 3 clusters Score -3385644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3385651.250000 Penalty: 5026.111328
	Iteration 29Q: 3 clusters Score -3385651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3385656.500000 Penalty: 5026.111328
	Iteration 30Q: 3 clusters Score -3385656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3385661.250000 Penalty: 5026.111328
	Iteration 31Q: 3 clusters Score -3385661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3385670.500000 Penalty: 5026.111328
	Iteration 32Q: 3 clusters Score -3385670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3385669.250000 Penalty: 5026.111328
	Iteration 33Q: 3 clusters Score -3385669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3385675.250000 Penalty: 5026.111328
	Iteration 34Q: 3 clusters Score -3385675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3385678.750000 Penalty: 5026.111328
	Iteration 35Q: 3 clusters Score -3385679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3385678.750000 Penalty: 5026.111328
	Iteration 36F: 3 clusters Score -3385679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185460 members 
Entering Unmasked Estep 
Score: -24598088.000000 Penalty: 3008.387451
	Iteration 0F: 2 clusters Score -2.459809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -24476206.000000 Penalty: 6016.774902
	Iteration 0F: 3 clusters Score -2.447621e+07 nChanged 89069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -24528274.000000 Penalty: 6016.774902
	Iteration 1F: 3 clusters Score -2.452827e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98058 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -24529172.000000 Penalty: 6016.774902
	Iteration 2Q: 3 clusters Score -2.452917e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -24530524.000000 Penalty: 6016.774902
	Iteration 3Q: 3 clusters Score -2.453052e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -24532478.000000 Penalty: 6016.774902
	Iteration 4Q: 3 clusters Score -2.453248e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -24536452.000000 Penalty: 6016.774902
	Iteration 5Q: 3 clusters Score -2.453645e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123856 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -24543840.000000 Penalty: 6016.774902
	Iteration 6F: 3 clusters Score -2.454384e+07 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137840 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -24555654.000000 Penalty: 6016.774902
	Iteration 7F: 3 clusters Score -2.455565e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -24570678.000000 Penalty: 6016.774902
	Iteration 8F: 3 clusters Score -2.457068e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165970 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -24583576.000000 Penalty: 6016.774902
	Iteration 9F: 3 clusters Score -2.458358e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173467 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -24590988.000000 Penalty: 6016.774902
	Iteration 10Q: 3 clusters Score -2.459099e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -24594322.000000 Penalty: 6016.774902
	Iteration 11Q: 3 clusters Score -2.459432e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178072 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -24595512.000000 Penalty: 6016.774902
	Iteration 12Q: 3 clusters Score -2.459551e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178944 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -24596088.000000 Penalty: 6016.774902
	Iteration 13Q: 3 clusters Score -2.459609e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179606 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -24596368.000000 Penalty: 6016.774902
	Iteration 14Q: 3 clusters Score -2.459637e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180122 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -24596462.000000 Penalty: 6016.774902
	Iteration 15Q: 3 clusters Score -2.459646e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180559 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -24596518.000000 Penalty: 6016.774902
	Iteration 16Q: 3 clusters Score -2.459652e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180884 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -24596562.000000 Penalty: 6016.774902
	Iteration 17Q: 3 clusters Score -2.459656e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181149 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -24596612.000000 Penalty: 6016.774902
	Iteration 18Q: 3 clusters Score -2.459661e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181372 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -24596632.000000 Penalty: 6016.774902
	Iteration 19Q: 3 clusters Score -2.459663e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -24596622.000000 Penalty: 6016.774902
	Iteration 20F: 3 clusters Score -2.459662e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181751 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -24596712.000000 Penalty: 6016.774902
	Iteration 21Q: 3 clusters Score -2.459671e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181899 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -24596762.000000 Penalty: 6016.774902
	Iteration 22Q: 3 clusters Score -2.459676e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182027 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -24596780.000000 Penalty: 6016.774902
	Iteration 23Q: 3 clusters Score -2.459678e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182145 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -24596776.000000 Penalty: 6016.774902
	Iteration 24Q: 3 clusters Score -2.459678e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182244 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -24596788.000000 Penalty: 6016.774902
	Iteration 25Q: 3 clusters Score -2.459679e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182317 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -24596826.000000 Penalty: 6016.774902
	Iteration 26Q: 3 clusters Score -2.459683e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182378 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -24596838.000000 Penalty: 6016.774902
	Iteration 27Q: 3 clusters Score -2.459684e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182443 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -24596828.000000 Penalty: 6016.774902
	Iteration 28Q: 3 clusters Score -2.459683e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182508 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -24596848.000000 Penalty: 6016.774902
	Iteration 29Q: 3 clusters Score -2.459685e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182563 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -24596866.000000 Penalty: 6016.774902
	Iteration 30Q: 3 clusters Score -2.459687e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -24596900.000000 Penalty: 6016.774902
	Iteration 31Q: 3 clusters Score -2.45969e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182676 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -24596954.000000 Penalty: 6016.774902
	Iteration 32Q: 3 clusters Score -2.459695e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182729 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -24596954.000000 Penalty: 6016.774902
	Iteration 33Q: 3 clusters Score -2.459695e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182764 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -24596984.000000 Penalty: 6016.774902
	Iteration 34Q: 3 clusters Score -2.459698e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182804 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -24596978.000000 Penalty: 6016.774902
	Iteration 35Q: 3 clusters Score -2.459698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182838 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -24596974.000000 Penalty: 6016.774902
	Iteration 36Q: 3 clusters Score -2.459697e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182869 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -24597018.000000 Penalty: 6016.774902
	Iteration 37Q: 3 clusters Score -2.459702e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182893 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -24597022.000000 Penalty: 6016.774902
	Iteration 38Q: 3 clusters Score -2.459702e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182905 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -24597020.000000 Penalty: 6016.774902
	Iteration 39Q: 3 clusters Score -2.459702e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182923 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -24597030.000000 Penalty: 6016.774902
	Iteration 40F: 3 clusters Score -2.459703e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -24597042.000000 Penalty: 6016.774902
	Iteration 41Q: 3 clusters Score -2.459704e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182941 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -24597070.000000 Penalty: 6016.774902
	Iteration 42Q: 3 clusters Score -2.459707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182951 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -24597074.000000 Penalty: 6016.774902
	Iteration 43Q: 3 clusters Score -2.459707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182962 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -24597052.000000 Penalty: 6016.774902
	Iteration 44Q: 3 clusters Score -2.459705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182967 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -24597030.000000 Penalty: 6016.774902
	Iteration 45Q: 3 clusters Score -2.459703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182969 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -24597048.000000 Penalty: 6016.774902
	Iteration 46Q: 3 clusters Score -2.459705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -24597050.000000 Penalty: 6016.774902
	Iteration 47Q: 3 clusters Score -2.459705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182973 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -24597064.000000 Penalty: 6016.774902
	Iteration 48Q: 3 clusters Score -2.459706e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182986 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -24597054.000000 Penalty: 6016.774902
	Iteration 49Q: 3 clusters Score -2.459705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182993 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -24597072.000000 Penalty: 6016.774902
	Iteration 50Q: 3 clusters Score -2.459707e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183000 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -24597086.000000 Penalty: 6016.774902
	Iteration 51Q: 3 clusters Score -2.459709e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183003 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -24597088.000000 Penalty: 6016.774902
	Iteration 52Q: 3 clusters Score -2.459709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183005 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -24597100.000000 Penalty: 6016.774902
	Iteration 53Q: 3 clusters Score -2.45971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -24597120.000000 Penalty: 6016.774902
	Iteration 54Q: 3 clusters Score -2.459712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -24597108.000000 Penalty: 6016.774902
	Iteration 55Q: 3 clusters Score -2.459711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183020 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -24597096.000000 Penalty: 6016.774902
	Iteration 56Q: 3 clusters Score -2.45971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183023 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -24597108.000000 Penalty: 6016.774902
	Iteration 57Q: 3 clusters Score -2.459711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183030 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -24597118.000000 Penalty: 6016.774902
	Iteration 58Q: 3 clusters Score -2.459712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183029 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -24597126.000000 Penalty: 6016.774902
	Iteration 59Q: 3 clusters Score -2.459713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183036 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -24597120.000000 Penalty: 6016.774902
	Iteration 60F: 3 clusters Score -2.459712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183038 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -24597106.000000 Penalty: 6016.774902
	Iteration 61Q: 3 clusters Score -2.459711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183038 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -24597124.000000 Penalty: 6016.774902
	Iteration 62Q: 3 clusters Score -2.459712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -24597132.000000 Penalty: 6016.774902
	Iteration 63Q: 3 clusters Score -2.459713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183051 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -24597114.000000 Penalty: 6016.774902
	Iteration 64Q: 3 clusters Score -2.459711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183052 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -24597124.000000 Penalty: 6016.774902
	Iteration 65Q: 3 clusters Score -2.459712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183057 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -24597122.000000 Penalty: 6016.774902
	Iteration 66Q: 3 clusters Score -2.459712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183070 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -24597134.000000 Penalty: 6016.774902
	Iteration 67Q: 3 clusters Score -2.459713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183081 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -24597158.000000 Penalty: 6016.774902
	Iteration 68Q: 3 clusters Score -2.459716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183086 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -24597140.000000 Penalty: 6016.774902
	Iteration 69Q: 3 clusters Score -2.459714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183086 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -24597130.000000 Penalty: 6016.774902
	Iteration 70Q: 3 clusters Score -2.459713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183087 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -24597128.000000 Penalty: 6016.774902
	Iteration 71Q: 3 clusters Score -2.459713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -24597120.000000 Penalty: 6016.774902
	Iteration 72Q: 3 clusters Score -2.459712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183099 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -24597114.000000 Penalty: 6016.774902
	Iteration 73Q: 3 clusters Score -2.459711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183104 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -24597108.000000 Penalty: 6016.774902
	Iteration 74Q: 3 clusters Score -2.459711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -24597096.000000 Penalty: 6016.774902
	Iteration 75Q: 3 clusters Score -2.45971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183101 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -24597094.000000 Penalty: 6016.774902
	Iteration 76Q: 3 clusters Score -2.459709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -24597080.000000 Penalty: 6016.774902
	Iteration 77Q: 3 clusters Score -2.459708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -24597080.000000 Penalty: 6016.774902
	Iteration 78Q: 3 clusters Score -2.459708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -24597066.000000 Penalty: 6016.774902
	Iteration 79Q: 3 clusters Score -2.459707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183104 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -24597076.000000 Penalty: 6016.774902
	Iteration 80F: 3 clusters Score -2.459708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183104 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -24597076.000000 Penalty: 6016.774902
	Iteration 81Q: 3 clusters Score -2.459708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183105 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -24597076.000000 Penalty: 6016.774902
	Iteration 82Q: 3 clusters Score -2.459708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183104 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -24597078.000000 Penalty: 6016.774902
	Iteration 83Q: 3 clusters Score -2.459708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -24597074.000000 Penalty: 6016.774902
	Iteration 84Q: 3 clusters Score -2.459707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -24597074.000000 Penalty: 6016.774902
	Iteration 85F: 3 clusters Score -2.459707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -514995.125000 Penalty: 2061.165771
	Iteration 0F: 2 clusters Score -514995.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -511172.000000 Penalty: 4122.331543
	Iteration 0F: 3 clusters Score -511172 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -512296.531250 Penalty: 4122.331543
	Iteration 1F: 3 clusters Score -512296.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -512804.500000 Penalty: 4122.331543
	Iteration 2F: 3 clusters Score -512804.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -513232.250000 Penalty: 4122.331543
	Iteration 3F: 3 clusters Score -513232.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -513515.718750 Penalty: 4122.331543
	Iteration 4F: 3 clusters Score -513515.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -513724.218750 Penalty: 4122.331543
	Iteration 5Q: 3 clusters Score -513724.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -513908.093750 Penalty: 4122.331543
	Iteration 6Q: 3 clusters Score -513908.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -514087.968750 Penalty: 4122.331543
	Iteration 7Q: 3 clusters Score -514088 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -514172.968750 Penalty: 4122.331543
	Iteration 8Q: 3 clusters Score -514173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -514224.750000 Penalty: 4122.331543
	Iteration 9Q: 3 clusters Score -514224.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -514249.281250 Penalty: 4122.331543
	Iteration 10Q: 3 clusters Score -514249.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -514260.281250 Penalty: 4122.331543
	Iteration 11Q: 3 clusters Score -514260.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -514269.250000 Penalty: 4122.331543
	Iteration 12Q: 3 clusters Score -514269.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -514272.718750 Penalty: 4122.331543
	Iteration 13Q: 3 clusters Score -514272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -514273.656250 Penalty: 4122.331543
	Iteration 14Q: 3 clusters Score -514273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -514274.312500 Penalty: 4122.331543
	Iteration 15Q: 3 clusters Score -514274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -514276.593750 Penalty: 4122.331543
	Iteration 16Q: 3 clusters Score -514276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -514277.718750 Penalty: 4122.331543
	Iteration 17Q: 3 clusters Score -514277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -514280.375000 Penalty: 4122.331543
	Iteration 18Q: 3 clusters Score -514280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -514282.593750 Penalty: 4122.331543
	Iteration 19Q: 3 clusters Score -514282.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -514284.656250 Penalty: 4122.331543
	Iteration 20F: 3 clusters Score -514284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -514286.218750 Penalty: 4122.331543
	Iteration 21Q: 3 clusters Score -514286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -514288.156250 Penalty: 4122.331543
	Iteration 22Q: 3 clusters Score -514288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -514288.812500 Penalty: 4122.331543
	Iteration 23Q: 3 clusters Score -514288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -514290.531250 Penalty: 4122.331543
	Iteration 24Q: 3 clusters Score -514290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -514292.406250 Penalty: 4122.331543
	Iteration 25Q: 3 clusters Score -514292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -514292.406250 Penalty: 4122.331543
	Iteration 26F: 3 clusters Score -514292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -626475.750000 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -626475.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -622033.062500 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -622033.1 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -623295.937500 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -623295.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -623748.437500 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -623748.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -624133.937500 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -624133.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -624443.187500 Penalty: 4217.333496
	Iteration 4F: 3 clusters Score -624443.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -624664.812500 Penalty: 4217.333496
	Iteration 5F: 3 clusters Score -624664.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -624827.875000 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -624827.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -624958.500000 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -624958.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -625045.125000 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -625045.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -625102.750000 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -625102.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -625151.937500 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -625151.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -625178.562500 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -625178.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -625197.875000 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -625197.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -625212.062500 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -625212.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -625223.312500 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -625223.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -625230.375000 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -625230.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -625237.687500 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -625237.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -625242.937500 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -625242.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -625248.187500 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -625248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -625251.687500 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -625251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -625255.375000 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -625255.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -625258.875000 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -625258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -625259.375000 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -625259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -625261.375000 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -625261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -625265.000000 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -625265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -625268.187500 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -625268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -625268.750000 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -625268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -625272.062500 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -625272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -625275.875000 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -625275.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -625276.625000 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -625276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -625280.375000 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -625280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -625283.000000 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -625283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -625283.000000 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -625283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -625283.937500 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -625283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -625284.625000 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -625284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -625284.937500 Penalty: 4217.333496
	Iteration 35Q: 3 clusters Score -625284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -625286.500000 Penalty: 4217.333496
	Iteration 36Q: 3 clusters Score -625286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -625287.187500 Penalty: 4217.333496
	Iteration 37Q: 3 clusters Score -625287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -625288.500000 Penalty: 4217.333496
	Iteration 38Q: 3 clusters Score -625288.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -625288.500000 Penalty: 4217.333496
	Iteration 39F: 3 clusters Score -625288.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -89287.828125 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -89287.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87673.179688 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -87673.18 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88273.804688 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -88273.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88593.984375 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -88593.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88900.703125 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -88900.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -89231.468750 Penalty: 3359.447754
	Iteration 4F: 3 clusters Score -89231.47 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -89385.273438 Penalty: 3359.447754
	Iteration 5F: 3 clusters Score -89385.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -89456.453125 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -89456.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -89481.468750 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -89481.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -89490.148438 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -89490.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -89498.796875 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -89498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -89502.210938 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -89502.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -89505.000000 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -89505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -89506.218750 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -89506.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -89506.218750 Penalty: 3359.447754
	Iteration 13F: 3 clusters Score -89506.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73083 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208670 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36117 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34311 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 79749 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 157 members 
Entering Unmasked Estep 
Score: -133247744.000000 Penalty: 99558.382812
Splitting cluster 23 changes total score from -133249424.000000 to -133247744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (79749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Entering Unmasked Estep 
Score: -10671079.000000 Penalty: 2799.086426
	Iteration 0F: 2 clusters Score -1.067108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -10617478.000000 Penalty: 5598.172852
	Iteration 0F: 3 clusters Score -1.061748e+07 nChanged 37425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -10638975.000000 Penalty: 5598.172852
	Iteration 1F: 3 clusters Score -1.063898e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -10639707.000000 Penalty: 5598.172852
	Iteration 2Q: 3 clusters Score -1.063971e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -10640513.000000 Penalty: 5598.172852
	Iteration 3Q: 3 clusters Score -1.064051e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -10641598.000000 Penalty: 5598.172852
	Iteration 4Q: 3 clusters Score -1.06416e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -10643088.000000 Penalty: 5598.172852
	Iteration 5Q: 3 clusters Score -1.064309e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -10644999.000000 Penalty: 5598.172852
	Iteration 6Q: 3 clusters Score -1.0645e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -10647678.000000 Penalty: 5598.172852
	Iteration 7F: 3 clusters Score -1.064768e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -10651355.000000 Penalty: 5598.172852
	Iteration 8F: 3 clusters Score -1.065136e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -10656142.000000 Penalty: 5598.172852
	Iteration 9F: 3 clusters Score -1.065614e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -10660667.000000 Penalty: 5598.172852
	Iteration 10F: 3 clusters Score -1.066067e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -10663079.000000 Penalty: 5598.172852
	Iteration 11Q: 3 clusters Score -1.066308e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -10663826.000000 Penalty: 5598.172852
	Iteration 12Q: 3 clusters Score -1.066383e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -10664245.000000 Penalty: 5598.172852
	Iteration 13Q: 3 clusters Score -1.066424e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -10664423.000000 Penalty: 5598.172852
	Iteration 14Q: 3 clusters Score -1.066442e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -10664543.000000 Penalty: 5598.172852
	Iteration 15Q: 3 clusters Score -1.066454e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -10664629.000000 Penalty: 5598.172852
	Iteration 16Q: 3 clusters Score -1.066463e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -10664730.000000 Penalty: 5598.172852
	Iteration 17Q: 3 clusters Score -1.066473e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -10664807.000000 Penalty: 5598.172852
	Iteration 18Q: 3 clusters Score -1.066481e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -10664854.000000 Penalty: 5598.172852
	Iteration 19Q: 3 clusters Score -1.066485e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -10664889.000000 Penalty: 5598.172852
	Iteration 20F: 3 clusters Score -1.066489e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -10664973.000000 Penalty: 5598.172852
	Iteration 21Q: 3 clusters Score -1.066497e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -10665039.000000 Penalty: 5598.172852
	Iteration 22Q: 3 clusters Score -1.066504e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -10665112.000000 Penalty: 5598.172852
	Iteration 23Q: 3 clusters Score -1.066511e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -10665170.000000 Penalty: 5598.172852
	Iteration 24Q: 3 clusters Score -1.066517e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -10665288.000000 Penalty: 5598.172852
	Iteration 25Q: 3 clusters Score -1.066529e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -10665349.000000 Penalty: 5598.172852
	Iteration 26Q: 3 clusters Score -1.066535e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -10665432.000000 Penalty: 5598.172852
	Iteration 27Q: 3 clusters Score -1.066543e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -10665528.000000 Penalty: 5598.172852
	Iteration 28Q: 3 clusters Score -1.066553e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -10665622.000000 Penalty: 5598.172852
	Iteration 29Q: 3 clusters Score -1.066562e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -10665731.000000 Penalty: 5598.172852
	Iteration 30Q: 3 clusters Score -1.066573e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -10665844.000000 Penalty: 5598.172852
	Iteration 31Q: 3 clusters Score -1.066584e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -10665934.000000 Penalty: 5598.172852
	Iteration 32Q: 3 clusters Score -1.066593e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -10666117.000000 Penalty: 5598.172852
	Iteration 33Q: 3 clusters Score -1.066612e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -10666228.000000 Penalty: 5598.172852
	Iteration 34Q: 3 clusters Score -1.066623e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -10666295.000000 Penalty: 5598.172852
	Iteration 35Q: 3 clusters Score -1.06663e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -10666430.000000 Penalty: 5598.172852
	Iteration 36Q: 3 clusters Score -1.066643e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -10666595.000000 Penalty: 5598.172852
	Iteration 37Q: 3 clusters Score -1.06666e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -10666719.000000 Penalty: 5598.172852
	Iteration 38Q: 3 clusters Score -1.066672e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -10666893.000000 Penalty: 5598.172852
	Iteration 39Q: 3 clusters Score -1.066689e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -10667002.000000 Penalty: 5598.172852
	Iteration 40F: 3 clusters Score -1.0667e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -10667169.000000 Penalty: 5598.172852
	Iteration 41Q: 3 clusters Score -1.066717e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -10667323.000000 Penalty: 5598.172852
	Iteration 42Q: 3 clusters Score -1.066732e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -10667444.000000 Penalty: 5598.172852
	Iteration 43Q: 3 clusters Score -1.066744e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -10667575.000000 Penalty: 5598.172852
	Iteration 44Q: 3 clusters Score -1.066758e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -10667677.000000 Penalty: 5598.172852
	Iteration 45Q: 3 clusters Score -1.066768e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -10667754.000000 Penalty: 5598.172852
	Iteration 46Q: 3 clusters Score -1.066775e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -10667856.000000 Penalty: 5598.172852
	Iteration 47Q: 3 clusters Score -1.066786e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -10667942.000000 Penalty: 5598.172852
	Iteration 48Q: 3 clusters Score -1.066794e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -10668028.000000 Penalty: 5598.172852
	Iteration 49Q: 3 clusters Score -1.066803e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -10668085.000000 Penalty: 5598.172852
	Iteration 50Q: 3 clusters Score -1.066808e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10668172.000000 Penalty: 5598.172852
	Iteration 51Q: 3 clusters Score -1.066817e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -10668241.000000 Penalty: 5598.172852
	Iteration 52Q: 3 clusters Score -1.066824e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -10668290.000000 Penalty: 5598.172852
	Iteration 53Q: 3 clusters Score -1.066829e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10668328.000000 Penalty: 5598.172852
	Iteration 54Q: 3 clusters Score -1.066833e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10668348.000000 Penalty: 5598.172852
	Iteration 55Q: 3 clusters Score -1.066835e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10668395.000000 Penalty: 5598.172852
	Iteration 56Q: 3 clusters Score -1.06684e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -10668437.000000 Penalty: 5598.172852
	Iteration 57Q: 3 clusters Score -1.066844e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10668484.000000 Penalty: 5598.172852
	Iteration 58Q: 3 clusters Score -1.066848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10668510.000000 Penalty: 5598.172852
	Iteration 59Q: 3 clusters Score -1.066851e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -10668544.000000 Penalty: 5598.172852
	Iteration 60F: 3 clusters Score -1.066854e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -10668561.000000 Penalty: 5598.172852
	Iteration 61Q: 3 clusters Score -1.066856e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -10668572.000000 Penalty: 5598.172852
	Iteration 62Q: 3 clusters Score -1.066857e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10668596.000000 Penalty: 5598.172852
	Iteration 63Q: 3 clusters Score -1.06686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10668606.000000 Penalty: 5598.172852
	Iteration 64Q: 3 clusters Score -1.066861e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -10668620.000000 Penalty: 5598.172852
	Iteration 65Q: 3 clusters Score -1.066862e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -10668646.000000 Penalty: 5598.172852
	Iteration 66Q: 3 clusters Score -1.066865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10668660.000000 Penalty: 5598.172852
	Iteration 67Q: 3 clusters Score -1.066866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10668671.000000 Penalty: 5598.172852
	Iteration 68Q: 3 clusters Score -1.066867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10668660.000000 Penalty: 5598.172852
	Iteration 69Q: 3 clusters Score -1.066866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10668671.000000 Penalty: 5598.172852
	Iteration 70Q: 3 clusters Score -1.066867e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10668691.000000 Penalty: 5598.172852
	Iteration 71Q: 3 clusters Score -1.066869e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78569 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10668694.000000 Penalty: 5598.172852
	Iteration 72Q: 3 clusters Score -1.066869e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10668703.000000 Penalty: 5598.172852
	Iteration 73Q: 3 clusters Score -1.06687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10668713.000000 Penalty: 5598.172852
	Iteration 74Q: 3 clusters Score -1.066871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10668735.000000 Penalty: 5598.172852
	Iteration 75Q: 3 clusters Score -1.066874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10668748.000000 Penalty: 5598.172852
	Iteration 76Q: 3 clusters Score -1.066875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10668742.000000 Penalty: 5598.172852
	Iteration 77Q: 3 clusters Score -1.066874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10668753.000000 Penalty: 5598.172852
	Iteration 78Q: 3 clusters Score -1.066875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10668758.000000 Penalty: 5598.172852
	Iteration 79Q: 3 clusters Score -1.066876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10668761.000000 Penalty: 5598.172852
	Iteration 80F: 3 clusters Score -1.066876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10668759.000000 Penalty: 5598.172852
	Iteration 81Q: 3 clusters Score -1.066876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10668767.000000 Penalty: 5598.172852
	Iteration 82Q: 3 clusters Score -1.066877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10668767.000000 Penalty: 5598.172852
	Iteration 83Q: 3 clusters Score -1.066877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10668774.000000 Penalty: 5598.172852
	Iteration 84Q: 3 clusters Score -1.066877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10668772.000000 Penalty: 5598.172852
	Iteration 85Q: 3 clusters Score -1.066877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10668764.000000 Penalty: 5598.172852
	Iteration 86Q: 3 clusters Score -1.066876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78734 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10668771.000000 Penalty: 5598.172852
	Iteration 87Q: 3 clusters Score -1.066877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10668771.000000 Penalty: 5598.172852
	Iteration 88Q: 3 clusters Score -1.066877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10668774.000000 Penalty: 5598.172852
	Iteration 89Q: 3 clusters Score -1.066877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10668775.000000 Penalty: 5598.172852
	Iteration 90Q: 3 clusters Score -1.066878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10668782.000000 Penalty: 5598.172852
	Iteration 91Q: 3 clusters Score -1.066878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10668775.000000 Penalty: 5598.172852
	Iteration 92Q: 3 clusters Score -1.066878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10668781.000000 Penalty: 5598.172852
	Iteration 93Q: 3 clusters Score -1.066878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10668781.000000 Penalty: 5598.172852
	Iteration 94F: 3 clusters Score -1.066878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -57580.425781 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -57580.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56057.863281 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -56057.86 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56268.031250 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -56268.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56416.027344 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -56416.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56612.550781 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -56612.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56872.183594 Penalty: 3095.176758
	Iteration 4F: 3 clusters Score -56872.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57197.410156 Penalty: 3095.176758
	Iteration 5F: 3 clusters Score -57197.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57479.285156 Penalty: 3095.176758
	Iteration 6F: 3 clusters Score -57479.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -57670.765625 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -57670.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57705.773438 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -57705.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57737.960938 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -57737.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57791.039062 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -57791.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57819.929688 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -57819.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57844.585938 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -57844.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57854.722656 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -57854.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57871.980469 Penalty: 3095.176758
	Iteration 14Q: 3 clusters Score -57871.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -57904.769531 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -57904.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57995.441406 Penalty: 3095.176758
	Iteration 16Q: 3 clusters Score -57995.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58158.035156 Penalty: 3095.176758
	Iteration 17Q: 3 clusters Score -58158.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58175.652344 Penalty: 3095.176758
	Iteration 18Q: 3 clusters Score -58175.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58228.792969 Penalty: 3095.176758
	Iteration 19Q: 3 clusters Score -58228.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58382.097656 Penalty: 3095.176758
	Iteration 20F: 3 clusters Score -58382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58500.945312 Penalty: 3095.176758
	Iteration 21Q: 3 clusters Score -58500.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58500.945312 Penalty: 3095.176758
	Iteration 22F: 3 clusters Score -58500.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73083 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208670 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36117 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34311 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79749 members 
Mstep: Class 25 contains 316 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 637 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 197 members 
Entering Unmasked Estep 
Score: -133248528.000000 Penalty: 99558.382812
Splitting cluster 25 changes total score from -133249424.000000 to -133248528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -70781.070312 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -70781.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69174.570312 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -69174.57 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69631.609375 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -69631.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69811.593750 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -69811.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70034.421875 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -70034.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70187.734375 Penalty: 3213.340576
	Iteration 4F: 3 clusters Score -70187.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70249.085938 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -70249.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70307.695312 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -70307.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70353.101562 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -70353.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70380.671875 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -70380.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70416.320312 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -70416.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70496.250000 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -70496.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70512.757812 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -70512.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70517.960938 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -70517.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70521.039062 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -70521.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70523.359375 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -70523.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70525.875000 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -70525.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70533.851562 Penalty: 3213.340576
	Iteration 16Q: 3 clusters Score -70533.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70538.757812 Penalty: 3213.340576
	Iteration 17Q: 3 clusters Score -70538.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70539.953125 Penalty: 3213.340576
	Iteration 18Q: 3 clusters Score -70539.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70539.953125 Penalty: 3213.340576
	Iteration 19F: 3 clusters Score -70539.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -69536.039062 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -69536.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67924.398438 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -67924.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68266.726562 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -68266.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68520.515625 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -68520.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68837.632812 Penalty: 3202.557617
	Iteration 3F: 3 clusters Score -68837.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69038.406250 Penalty: 3202.557617
	Iteration 4F: 3 clusters Score -69038.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69226.687500 Penalty: 3202.557617
	Iteration 5F: 3 clusters Score -69226.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69296.687500 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -69296.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69360.804688 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -69360.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69426.109375 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -69426.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69464.710938 Penalty: 3202.557617
	Iteration 9Q: 3 clusters Score -69464.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69497.148438 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -69497.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69530.445312 Penalty: 3202.557617
	Iteration 11Q: 3 clusters Score -69530.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69549.359375 Penalty: 3202.557617
	Iteration 12Q: 3 clusters Score -69549.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69573.070312 Penalty: 3202.557617
	Iteration 13Q: 3 clusters Score -69573.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69626.359375 Penalty: 3202.557617
	Iteration 14Q: 3 clusters Score -69626.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69717.734375 Penalty: 3202.557617
	Iteration 15Q: 3 clusters Score -69717.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69773.195312 Penalty: 3202.557617
	Iteration 16Q: 3 clusters Score -69773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69785.062500 Penalty: 3202.557617
	Iteration 17Q: 3 clusters Score -69785.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69810.937500 Penalty: 3202.557617
	Iteration 18Q: 3 clusters Score -69810.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69829.164062 Penalty: 3202.557617
	Iteration 19Q: 3 clusters Score -69829.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69833.625000 Penalty: 3202.557617
	Iteration 20F: 3 clusters Score -69833.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69846.593750 Penalty: 3202.557617
	Iteration 21Q: 3 clusters Score -69846.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69846.593750 Penalty: 3202.557617
	Iteration 22F: 3 clusters Score -69846.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 9877 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 26506 members 
Mstep: Class 8 contains 73083 members 
Mstep: Class 9 contains 9946 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 208670 members 
Mstep: Class 13 contains 13165 members 
Mstep: Class 14 contains 52104 members 
Mstep: Class 15 contains 36117 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 34311 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 185460 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 79749 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 368 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 269 members 
Entering Unmasked Estep 
Score: -133247976.000000 Penalty: 99558.382812
Splitting cluster 27 changes total score from -133249424.000000 to -133247976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -301538.312500 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -301538.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -298715.000000 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -298715 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -299232.343750 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -299232.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -299352.000000 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -299352 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -299421.062500 Penalty: 3843.877686
	Iteration 3Q: 3 clusters Score -299421.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -299464.000000 Penalty: 3843.877686
	Iteration 4Q: 3 clusters Score -299464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -299496.406250 Penalty: 3843.877686
	Iteration 5Q: 3 clusters Score -299496.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -299516.812500 Penalty: 3843.877686
	Iteration 6Q: 3 clusters Score -299516.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -299535.625000 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -299535.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -299548.937500 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -299548.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -299558.781250 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -299558.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -299571.125000 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -299571.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -299587.875000 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -299587.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -299598.468750 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -299598.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -299610.437500 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -299610.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -299617.187500 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -299617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -299620.156250 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -299620.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -299624.750000 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -299624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -299627.000000 Penalty: 3843.877686
	Iteration 17Q: 3 clusters Score -299627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -299632.437500 Penalty: 3843.877686
	Iteration 18Q: 3 clusters Score -299632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -299635.750000 Penalty: 3843.877686
	Iteration 19Q: 3 clusters Score -299635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -299637.250000 Penalty: 3843.877686
	Iteration 20F: 3 clusters Score -299637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -299639.187500 Penalty: 3843.877686
	Iteration 21Q: 3 clusters Score -299639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -299640.187500 Penalty: 3843.877686
	Iteration 22Q: 3 clusters Score -299640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -299640.687500 Penalty: 3843.877686
	Iteration 23Q: 3 clusters Score -299640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -299640.687500 Penalty: 3843.877686
	Iteration 24F: 3 clusters Score -299640.7 nChanged 0
--- Evaluating fit on full set of 3083413 points ---
Entering Unmasked Estep 
Score: -396099744.000000 Penalty: 103754.101562
22->29 Clusters: Score -396099744.000000, best is -396191168.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1027804 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 47043 members 
Mstep: Class 3 contains 46931 members 
Mstep: Class 4 contains 46914 members 
Mstep: Class 5 contains 46820 members 
Mstep: Class 6 contains 47143 members 
Mstep: Class 7 contains 46830 members 
Mstep: Class 8 contains 46844 members 
Mstep: Class 9 contains 46278 members 
Mstep: Class 10 contains 46723 members 
Mstep: Class 11 contains 46630 members 
Mstep: Class 12 contains 46811 members 
Mstep: Class 13 contains 46637 members 
Mstep: Class 14 contains 46497 members 
Mstep: Class 15 contains 46614 members 
Mstep: Class 16 contains 46613 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 46148 members 
Mstep: Class 19 contains 47066 members 
Mstep: Class 20 contains 46376 members 
Mstep: Class 21 contains 46690 members 
Mstep: Class 22 contains 46740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 326.762604 but Gain 3433.054688
Score: -127125456.000000 Penalty: 72094.000000
Iteration 0F: 22 clusters Score -1.271255e+08 nChanged 978739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2693 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 21790 members 
Mstep: Class 3 contains 30833 members 
Mstep: Class 4 contains 162175 members 
Mstep: Class 5 contains 40468 members 
Mstep: Class 6 contains 8030 members 
Mstep: Class 7 contains 9709 members 
Mstep: Class 8 contains 12349 members 
Mstep: Class 9 contains 204221 members 
Mstep: Class 10 contains 9840 members 
Mstep: Class 11 contains 9807 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 32388 members 
Mstep: Class 14 contains 40339 members 
Mstep: Class 15 contains 236378 members 
Mstep: Class 16 contains 38629 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 37758 members 
Mstep: Class 19 contains 25451 members 
Mstep: Class 20 contains 63884 members 
Mstep: Class 21 contains 18399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131335224.000000 Penalty: 72094.000000
Iteration 1F: 22 clusters Score -1.313352e+08 nChanged 342441
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 16101 members 
Mstep: Class 3 contains 28328 members 
Mstep: Class 4 contains 202200 members 
Mstep: Class 5 contains 38202 members 
Mstep: Class 6 contains 5250 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 242306 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 32470 members 
Mstep: Class 14 contains 24706 members 
Mstep: Class 15 contains 261584 members 
Mstep: Class 16 contains 26710 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 35266 members 
Mstep: Class 19 contains 23051 members 
Mstep: Class 20 contains 46126 members 
Mstep: Class 21 contains 11861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131805912.000000 Penalty: 72094.000000
Iteration 2F: 22 clusters Score -1.318059e+08 nChanged 223155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2432 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 30436 members 
Mstep: Class 4 contains 234805 members 
Mstep: Class 5 contains 45263 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 851 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 224522 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 4005 members 
Mstep: Class 13 contains 34115 members 
Mstep: Class 14 contains 21557 members 
Mstep: Class 15 contains 250542 members 
Mstep: Class 16 contains 28197 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 37597 members 
Mstep: Class 19 contains 25549 members 
Mstep: Class 20 contains 44420 members 
Mstep: Class 21 contains 9601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3315.731201 but Gain 3433.046875
Score: -132069984.000000 Penalty: 68660.953125
Iteration 3F: 21 clusters Score -1.3207e+08 nChanged 183755
Entering Unmasked Mstep 
Mstep: Class 0 contains 2077 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9932 members 
Mstep: Class 3 contains 32989 members 
Mstep: Class 4 contains 238335 members 
Mstep: Class 5 contains 51662 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 198424 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 5071 members 
Mstep: Class 13 contains 33980 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 260430 members 
Mstep: Class 16 contains 35567 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 37167 members 
Mstep: Class 19 contains 29723 members 
Mstep: Class 20 contains 45239 members 
Mstep: Class 21 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132341552.000000 Penalty: 68660.953125
Iteration 4F: 21 clusters Score -1.323416e+08 nChanged 156354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1274 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8237 members 
Mstep: Class 3 contains 32930 members 
Mstep: Class 4 contains 222875 members 
Mstep: Class 5 contains 52873 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 183311 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 11374 members 
Mstep: Class 12 contains 5225 members 
Mstep: Class 13 contains 35225 members 
Mstep: Class 14 contains 20494 members 
Mstep: Class 15 contains 286611 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 33454 members 
Mstep: Class 19 contains 33315 members 
Mstep: Class 20 contains 43272 members 
Mstep: Class 21 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132609088.000000 Penalty: 68660.953125
Iteration 5F: 21 clusters Score -1.326091e+08 nChanged 125664
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 3 contains 29732 members 
Mstep: Class 4 contains 219369 members 
Mstep: Class 5 contains 49282 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 178843 members 
Mstep: Class 10 contains 1336 members 
Mstep: Class 11 contains 13909 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 37170 members 
Mstep: Class 14 contains 20207 members 
Mstep: Class 15 contains 300352 members 
Mstep: Class 16 contains 43152 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 30418 members 
Mstep: Class 19 contains 35127 members 
Mstep: Class 20 contains 41509 members 
Mstep: Class 21 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132753104.000000 Penalty: 68660.953125
Iteration 6F: 21 clusters Score -1.327531e+08 nChanged 98994
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 25372 members 
Mstep: Class 4 contains 220133 members 
Mstep: Class 5 contains 44439 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 186432 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 16092 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 21064 members 
Mstep: Class 15 contains 298429 members 
Mstep: Class 16 contains 44140 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 28388 members 
Mstep: Class 19 contains 35870 members 
Mstep: Class 20 contains 41195 members 
Mstep: Class 21 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132829200.000000 Penalty: 68660.953125
Iteration 7F: 21 clusters Score -1.328292e+08 nChanged 80335
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6240 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 221190 members 
Mstep: Class 5 contains 40753 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 196509 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 18216 members 
Mstep: Class 12 contains 3661 members 
Mstep: Class 13 contains 40741 members 
Mstep: Class 14 contains 22921 members 
Mstep: Class 15 contains 290173 members 
Mstep: Class 16 contains 45610 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 18 contains 26659 members 
Mstep: Class 19 contains 36246 members 
Mstep: Class 20 contains 41713 members 
Mstep: Class 21 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132885200.000000 Penalty: 68660.953125
Iteration 8F: 21 clusters Score -1.328852e+08 nChanged 65879
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5986 members 
Mstep: Class 3 contains 17889 members 
Mstep: Class 4 contains 221992 members 
Mstep: Class 5 contains 39643 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 203756 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 20306 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 41977 members 
Mstep: Class 14 contains 25446 members 
Mstep: Class 15 contains 279646 members 
Mstep: Class 16 contains 47961 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 24987 members 
Mstep: Class 19 contains 36337 members 
Mstep: Class 20 contains 42966 members 
Mstep: Class 21 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132924416.000000 Penalty: 68660.953125
Iteration 9F: 21 clusters Score -1.329244e+08 nChanged 53774
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 3 contains 15306 members 
Mstep: Class 4 contains 222384 members 
Mstep: Class 5 contains 40562 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 9 contains 207800 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 22398 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 42865 members 
Mstep: Class 14 contains 27771 members 
Mstep: Class 15 contains 268208 members 
Mstep: Class 16 contains 51371 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 23469 members 
Mstep: Class 19 contains 36193 members 
Mstep: Class 20 contains 44780 members 
Mstep: Class 21 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132956704.000000 Penalty: 68660.953125
Iteration 10F: 21 clusters Score -1.329567e+08 nChanged 44386
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6064 members 
Mstep: Class 3 contains 13474 members 
Mstep: Class 4 contains 222207 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 209256 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 24237 members 
Mstep: Class 12 contains 2529 members 
Mstep: Class 13 contains 43606 members 
Mstep: Class 14 contains 29733 members 
Mstep: Class 15 contains 257307 members 
Mstep: Class 16 contains 55498 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 21987 members 
Mstep: Class 19 contains 35903 members 
Mstep: Class 20 contains 46883 members 
Mstep: Class 21 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132985824.000000 Penalty: 68660.953125
Iteration 11Q: 21 clusters Score -1.329858e+08 nChanged 37473
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6233 members 
Mstep: Class 3 contains 12296 members 
Mstep: Class 4 contains 221694 members 
Mstep: Class 5 contains 44015 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 207759 members 
Mstep: Class 10 contains 1376 members 
Mstep: Class 11 contains 25883 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 44240 members 
Mstep: Class 14 contains 31336 members 
Mstep: Class 15 contains 247769 members 
Mstep: Class 16 contains 59754 members 
Mstep: Class 17 contains 5333 members 
Mstep: Class 18 contains 20498 members 
Mstep: Class 19 contains 35479 members 
Mstep: Class 20 contains 49326 members 
Mstep: Class 21 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133011456.000000 Penalty: 68660.953125
Iteration 12Q: 21 clusters Score -1.330115e+08 nChanged 32675
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 11684 members 
Mstep: Class 4 contains 220778 members 
Mstep: Class 5 contains 45453 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 204030 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 27355 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 44715 members 
Mstep: Class 14 contains 32619 members 
Mstep: Class 15 contains 240691 members 
Mstep: Class 16 contains 64008 members 
Mstep: Class 17 contains 8015 members 
Mstep: Class 18 contains 18933 members 
Mstep: Class 19 contains 34932 members 
Mstep: Class 20 contains 51758 members 
Mstep: Class 21 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133033960.000000 Penalty: 68660.953125
Iteration 13Q: 21 clusters Score -1.33034e+08 nChanged 29545
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 11385 members 
Mstep: Class 4 contains 219661 members 
Mstep: Class 5 contains 46534 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 199014 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 28692 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 45243 members 
Mstep: Class 14 contains 33627 members 
Mstep: Class 15 contains 235582 members 
Mstep: Class 16 contains 68287 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 17394 members 
Mstep: Class 19 contains 34296 members 
Mstep: Class 20 contains 54214 members 
Mstep: Class 21 contains 4246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133050944.000000 Penalty: 68660.953125
Iteration 14Q: 21 clusters Score -1.330509e+08 nChanged 27330
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 11309 members 
Mstep: Class 4 contains 218497 members 
Mstep: Class 5 contains 47384 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 193711 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 29932 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 45855 members 
Mstep: Class 14 contains 34408 members 
Mstep: Class 15 contains 231567 members 
Mstep: Class 16 contains 72420 members 
Mstep: Class 17 contains 12888 members 
Mstep: Class 18 contains 15829 members 
Mstep: Class 19 contains 33476 members 
Mstep: Class 20 contains 56809 members 
Mstep: Class 21 contains 4731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133065968.000000 Penalty: 68660.953125
Iteration 15Q: 21 clusters Score -1.33066e+08 nChanged 25751
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 11304 members 
Mstep: Class 4 contains 217251 members 
Mstep: Class 5 contains 47893 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 188857 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 31014 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 46673 members 
Mstep: Class 14 contains 35042 members 
Mstep: Class 15 contains 228062 members 
Mstep: Class 16 contains 76435 members 
Mstep: Class 17 contains 14756 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 32506 members 
Mstep: Class 20 contains 59310 members 
Mstep: Class 21 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133078528.000000 Penalty: 68660.953125
Iteration 16Q: 21 clusters Score -1.330785e+08 nChanged 24123
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6319 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 215831 members 
Mstep: Class 5 contains 48182 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 185055 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 32057 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 47664 members 
Mstep: Class 14 contains 35508 members 
Mstep: Class 15 contains 224509 members 
Mstep: Class 16 contains 80267 members 
Mstep: Class 17 contains 16233 members 
Mstep: Class 18 contains 13226 members 
Mstep: Class 19 contains 31379 members 
Mstep: Class 20 contains 61567 members 
Mstep: Class 21 contains 6059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133091080.000000 Penalty: 68660.953125
Iteration 17Q: 21 clusters Score -1.330911e+08 nChanged 22503
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6217 members 
Mstep: Class 3 contains 11386 members 
Mstep: Class 4 contains 214338 members 
Mstep: Class 5 contains 48254 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 182012 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 33088 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 48867 members 
Mstep: Class 14 contains 35848 members 
Mstep: Class 15 contains 220902 members 
Mstep: Class 16 contains 83959 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 12275 members 
Mstep: Class 19 contains 30090 members 
Mstep: Class 20 contains 63512 members 
Mstep: Class 21 contains 6956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133100864.000000 Penalty: 68660.953125
Iteration 18Q: 21 clusters Score -1.331009e+08 nChanged 20874
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6101 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 212909 members 
Mstep: Class 5 contains 48058 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 179322 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 34138 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 50196 members 
Mstep: Class 14 contains 36084 members 
Mstep: Class 15 contains 217853 members 
Mstep: Class 16 contains 87585 members 
Mstep: Class 17 contains 18197 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 28656 members 
Mstep: Class 20 contains 65021 members 
Mstep: Class 21 contains 7895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133110608.000000 Penalty: 68660.953125
Iteration 19Q: 21 clusters Score -1.331106e+08 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 211495 members 
Mstep: Class 5 contains 47754 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3389 members 
Mstep: Class 9 contains 176804 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 35030 members 
Mstep: Class 12 contains 2107 members 
Mstep: Class 13 contains 51697 members 
Mstep: Class 14 contains 36260 members 
Mstep: Class 15 contains 215263 members 
Mstep: Class 16 contains 91120 members 
Mstep: Class 17 contains 18789 members 
Mstep: Class 18 contains 10967 members 
Mstep: Class 19 contains 27204 members 
Mstep: Class 20 contains 66167 members 
Mstep: Class 21 contains 8777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133119368.000000 Penalty: 68660.953125
Iteration 20F: 21 clusters Score -1.331194e+08 nChanged 19704
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 11827 members 
Mstep: Class 4 contains 210122 members 
Mstep: Class 5 contains 47317 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 174397 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 35797 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 13 contains 53195 members 
Mstep: Class 14 contains 36379 members 
Mstep: Class 15 contains 212577 members 
Mstep: Class 16 contains 94511 members 
Mstep: Class 17 contains 19723 members 
Mstep: Class 18 contains 10527 members 
Mstep: Class 19 contains 25265 members 
Mstep: Class 20 contains 67059 members 
Mstep: Class 21 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133126776.000000 Penalty: 68660.953125
Iteration 21Q: 21 clusters Score -1.331268e+08 nChanged 19437
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5972 members 
Mstep: Class 3 contains 12009 members 
Mstep: Class 4 contains 208843 members 
Mstep: Class 5 contains 46891 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 172135 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 36476 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 54802 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 210381 members 
Mstep: Class 16 contains 97666 members 
Mstep: Class 17 contains 20493 members 
Mstep: Class 18 contains 10150 members 
Mstep: Class 19 contains 23075 members 
Mstep: Class 20 contains 67688 members 
Mstep: Class 21 contains 11932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133135760.000000 Penalty: 68660.953125
Iteration 22Q: 21 clusters Score -1.331358e+08 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6019 members 
Mstep: Class 3 contains 12175 members 
Mstep: Class 4 contains 207690 members 
Mstep: Class 5 contains 46457 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 3394 members 
Mstep: Class 9 contains 169944 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 37083 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 56388 members 
Mstep: Class 14 contains 36412 members 
Mstep: Class 15 contains 208271 members 
Mstep: Class 16 contains 100915 members 
Mstep: Class 17 contains 21171 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 68087 members 
Mstep: Class 21 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133142944.000000 Penalty: 68660.953125
Iteration 23Q: 21 clusters Score -1.331429e+08 nChanged 18495
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6170 members 
Mstep: Class 3 contains 12384 members 
Mstep: Class 4 contains 206738 members 
Mstep: Class 5 contains 45997 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 167850 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 37578 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 57805 members 
Mstep: Class 14 contains 36426 members 
Mstep: Class 15 contains 206290 members 
Mstep: Class 16 contains 104136 members 
Mstep: Class 17 contains 21707 members 
Mstep: Class 18 contains 9522 members 
Mstep: Class 19 contains 18193 members 
Mstep: Class 20 contains 68208 members 
Mstep: Class 21 contains 15935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133149616.000000 Penalty: 68660.953125
Iteration 24Q: 21 clusters Score -1.331496e+08 nChanged 17300
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6380 members 
Mstep: Class 3 contains 12598 members 
Mstep: Class 4 contains 206044 members 
Mstep: Class 5 contains 45621 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 165868 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 37958 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 59026 members 
Mstep: Class 14 contains 36452 members 
Mstep: Class 15 contains 204362 members 
Mstep: Class 16 contains 107280 members 
Mstep: Class 17 contains 22171 members 
Mstep: Class 18 contains 9285 members 
Mstep: Class 19 contains 15900 members 
Mstep: Class 20 contains 68215 members 
Mstep: Class 21 contains 17761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133155784.000000 Penalty: 68660.953125
Iteration 25Q: 21 clusters Score -1.331558e+08 nChanged 15766
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 12800 members 
Mstep: Class 4 contains 205517 members 
Mstep: Class 5 contains 45355 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 163981 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 38334 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 59883 members 
Mstep: Class 14 contains 36471 members 
Mstep: Class 15 contains 202532 members 
Mstep: Class 16 contains 110316 members 
Mstep: Class 17 contains 22569 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 14060 members 
Mstep: Class 20 contains 68074 members 
Mstep: Class 21 contains 19292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133160496.000000 Penalty: 68660.953125
Iteration 26Q: 21 clusters Score -1.331605e+08 nChanged 14552
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 13021 members 
Mstep: Class 4 contains 205070 members 
Mstep: Class 5 contains 45148 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 3361 members 
Mstep: Class 9 contains 161937 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 38638 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 60413 members 
Mstep: Class 14 contains 36475 members 
Mstep: Class 15 contains 201105 members 
Mstep: Class 16 contains 113209 members 
Mstep: Class 17 contains 22927 members 
Mstep: Class 18 contains 8905 members 
Mstep: Class 19 contains 12721 members 
Mstep: Class 20 contains 67855 members 
Mstep: Class 21 contains 20562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133164656.000000 Penalty: 68660.953125
Iteration 27Q: 21 clusters Score -1.331647e+08 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7253 members 
Mstep: Class 3 contains 13254 members 
Mstep: Class 4 contains 204627 members 
Mstep: Class 5 contains 45025 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 159808 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 38892 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 60751 members 
Mstep: Class 14 contains 36438 members 
Mstep: Class 15 contains 199817 members 
Mstep: Class 16 contains 116152 members 
Mstep: Class 17 contains 23224 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 11754 members 
Mstep: Class 20 contains 67499 members 
Mstep: Class 21 contains 21667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133167312.000000 Penalty: 68660.953125
Iteration 28Q: 21 clusters Score -1.331673e+08 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7520 members 
Mstep: Class 3 contains 13494 members 
Mstep: Class 4 contains 204211 members 
Mstep: Class 5 contains 44960 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 157740 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39133 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 60826 members 
Mstep: Class 14 contains 36416 members 
Mstep: Class 15 contains 198454 members 
Mstep: Class 16 contains 119175 members 
Mstep: Class 17 contains 23506 members 
Mstep: Class 18 contains 8667 members 
Mstep: Class 19 contains 11125 members 
Mstep: Class 20 contains 67067 members 
Mstep: Class 21 contains 22636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133169888.000000 Penalty: 68660.953125
Iteration 29Q: 21 clusters Score -1.331699e+08 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 203841 members 
Mstep: Class 5 contains 44952 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3349 members 
Mstep: Class 9 contains 155664 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39338 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 60808 members 
Mstep: Class 14 contains 36404 members 
Mstep: Class 15 contains 197053 members 
Mstep: Class 16 contains 122170 members 
Mstep: Class 17 contains 23792 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 10738 members 
Mstep: Class 20 contains 66644 members 
Mstep: Class 21 contains 23446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133172216.000000 Penalty: 68660.953125
Iteration 30Q: 21 clusters Score -1.331722e+08 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8099 members 
Mstep: Class 3 contains 13920 members 
Mstep: Class 4 contains 203511 members 
Mstep: Class 5 contains 45019 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 153461 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39475 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 60700 members 
Mstep: Class 14 contains 36350 members 
Mstep: Class 15 contains 195657 members 
Mstep: Class 16 contains 125404 members 
Mstep: Class 17 contains 24039 members 
Mstep: Class 18 contains 8453 members 
Mstep: Class 19 contains 10467 members 
Mstep: Class 20 contains 66249 members 
Mstep: Class 21 contains 24169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133174112.000000 Penalty: 68660.953125
Iteration 31Q: 21 clusters Score -1.331741e+08 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8360 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 203243 members 
Mstep: Class 5 contains 45086 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 151126 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39589 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 60484 members 
Mstep: Class 14 contains 36363 members 
Mstep: Class 15 contains 194339 members 
Mstep: Class 16 contains 128794 members 
Mstep: Class 17 contains 24247 members 
Mstep: Class 18 contains 8350 members 
Mstep: Class 19 contains 10318 members 
Mstep: Class 20 contains 65786 members 
Mstep: Class 21 contains 24779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133175592.000000 Penalty: 68660.953125
Iteration 32Q: 21 clusters Score -1.331756e+08 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 3 contains 14309 members 
Mstep: Class 4 contains 202998 members 
Mstep: Class 5 contains 45225 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 148592 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 60239 members 
Mstep: Class 14 contains 36391 members 
Mstep: Class 15 contains 193169 members 
Mstep: Class 16 contains 132262 members 
Mstep: Class 17 contains 24417 members 
Mstep: Class 18 contains 8234 members 
Mstep: Class 19 contains 10224 members 
Mstep: Class 20 contains 65341 members 
Mstep: Class 21 contains 25296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133177256.000000 Penalty: 68660.953125
Iteration 33Q: 21 clusters Score -1.331773e+08 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8853 members 
Mstep: Class 3 contains 14472 members 
Mstep: Class 4 contains 202747 members 
Mstep: Class 5 contains 45380 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 145959 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39757 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 60023 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 191853 members 
Mstep: Class 16 contains 136000 members 
Mstep: Class 17 contains 24582 members 
Mstep: Class 18 contains 8115 members 
Mstep: Class 19 contains 10171 members 
Mstep: Class 20 contains 64878 members 
Mstep: Class 21 contains 25781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133178784.000000 Penalty: 68660.953125
Iteration 34Q: 21 clusters Score -1.331788e+08 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 4 contains 202513 members 
Mstep: Class 5 contains 45523 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 143198 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39796 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 59825 members 
Mstep: Class 14 contains 36509 members 
Mstep: Class 15 contains 190501 members 
Mstep: Class 16 contains 139962 members 
Mstep: Class 17 contains 24697 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 10146 members 
Mstep: Class 20 contains 64432 members 
Mstep: Class 21 contains 26213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133180376.000000 Penalty: 68660.953125
Iteration 35Q: 21 clusters Score -1.331804e+08 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9258 members 
Mstep: Class 3 contains 14805 members 
Mstep: Class 4 contains 202309 members 
Mstep: Class 5 contains 45630 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 140360 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39844 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 59604 members 
Mstep: Class 14 contains 36573 members 
Mstep: Class 15 contains 188874 members 
Mstep: Class 16 contains 144336 members 
Mstep: Class 17 contains 24824 members 
Mstep: Class 18 contains 7937 members 
Mstep: Class 19 contains 10120 members 
Mstep: Class 20 contains 63934 members 
Mstep: Class 21 contains 26630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133182288.000000 Penalty: 68660.953125
Iteration 36Q: 21 clusters Score -1.331823e+08 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9432 members 
Mstep: Class 3 contains 14958 members 
Mstep: Class 4 contains 202118 members 
Mstep: Class 5 contains 45695 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 137339 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39884 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 59410 members 
Mstep: Class 14 contains 36639 members 
Mstep: Class 15 contains 187277 members 
Mstep: Class 16 contains 148990 members 
Mstep: Class 17 contains 24932 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 10118 members 
Mstep: Class 20 contains 63400 members 
Mstep: Class 21 contains 26999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133184008.000000 Penalty: 68660.953125
Iteration 37Q: 21 clusters Score -1.33184e+08 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9616 members 
Mstep: Class 3 contains 15091 members 
Mstep: Class 4 contains 201905 members 
Mstep: Class 5 contains 45791 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 134206 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39918 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 59227 members 
Mstep: Class 14 contains 36674 members 
Mstep: Class 15 contains 185647 members 
Mstep: Class 16 contains 153887 members 
Mstep: Class 17 contains 24999 members 
Mstep: Class 18 contains 7783 members 
Mstep: Class 19 contains 10155 members 
Mstep: Class 20 contains 62827 members 
Mstep: Class 21 contains 27336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133185768.000000 Penalty: 68660.953125
Iteration 38Q: 21 clusters Score -1.331858e+08 nChanged 9710
Entering ConstructFrom: 
Score: -133185768.000000 Penalty: 68660.953125
Entering ConstructFrom: 
Trying to split cluster 1 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -582827.500000 Penalty: 2094.106445
	Iteration 0F: 2 clusters Score -582827.5 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 2327 members 
Entering Unmasked Estep 
Score: -578509.562500 Penalty: 4188.212891
	Iteration 0F: 3 clusters Score -578509.6 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -579887.250000 Penalty: 4188.212891
	Iteration 1F: 3 clusters Score -579887.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -580633.000000 Penalty: 4188.212891
	Iteration 2F: 3 clusters Score -580633 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -581224.437500 Penalty: 4188.212891
	Iteration 3F: 3 clusters Score -581224.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -581602.937500 Penalty: 4188.212891
	Iteration 4F: 3 clusters Score -581602.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -581970.250000 Penalty: 4188.212891
	Iteration 5F: 3 clusters Score -581970.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -582352.375000 Penalty: 4188.212891
	Iteration 6F: 3 clusters Score -582352.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -582657.625000 Penalty: 4188.212891
	Iteration 7Q: 3 clusters Score -582657.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -582904.125000 Penalty: 4188.212891
	Iteration 8Q: 3 clusters Score -582904.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -583123.750000 Penalty: 4188.212891
	Iteration 9Q: 3 clusters Score -583123.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -583317.500000 Penalty: 4188.212891
	Iteration 10Q: 3 clusters Score -583317.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -583511.500000 Penalty: 4188.212891
	Iteration 11Q: 3 clusters Score -583511.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -583728.250000 Penalty: 4188.212891
	Iteration 12Q: 3 clusters Score -583728.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -584038.625000 Penalty: 4188.212891
	Iteration 13Q: 3 clusters Score -584038.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -584361.437500 Penalty: 4188.212891
	Iteration 14Q: 3 clusters Score -584361.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -584488.312500 Penalty: 4188.212891
	Iteration 15Q: 3 clusters Score -584488.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -584522.250000 Penalty: 4188.212891
	Iteration 16Q: 3 clusters Score -584522.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -584534.625000 Penalty: 4188.212891
	Iteration 17Q: 3 clusters Score -584534.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -584543.062500 Penalty: 4188.212891
	Iteration 18Q: 3 clusters Score -584543.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -584546.937500 Penalty: 4188.212891
	Iteration 19Q: 3 clusters Score -584546.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -584550.125000 Penalty: 4188.212891
	Iteration 20F: 3 clusters Score -584550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -584551.000000 Penalty: 4188.212891
	Iteration 21Q: 3 clusters Score -584551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -584551.000000 Penalty: 4188.212891
	Iteration 22F: 3 clusters Score -584551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 201723 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 130898 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39959 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 59042 members 
Mstep: Class 14 contains 36672 members 
Mstep: Class 15 contains 183878 members 
Mstep: Class 16 contains 159227 members 
Mstep: Class 17 contains 25060 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 62220 members 
Mstep: Class 21 contains 27638 members 
Entering Unmasked Estep 
Score: -133187584.000000 Penalty: 72094.000000
Splitting cluster 1 changes total score from -133185768.000000 to -133187584.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (9785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Entering Unmasked Estep 
Score: -1320729.000000 Penalty: 2278.774414
	Iteration 0F: 2 clusters Score -1320729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1313177.000000 Penalty: 4557.548828
	Iteration 0F: 3 clusters Score -1313177 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1315338.250000 Penalty: 4557.548828
	Iteration 1F: 3 clusters Score -1315338 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1315580.750000 Penalty: 4557.548828
	Iteration 2F: 3 clusters Score -1315581 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1315754.125000 Penalty: 4557.548828
	Iteration 3Q: 3 clusters Score -1315754 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1315916.250000 Penalty: 4557.548828
	Iteration 4Q: 3 clusters Score -1315916 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1316069.625000 Penalty: 4557.548828
	Iteration 5Q: 3 clusters Score -1316070 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1316252.000000 Penalty: 4557.548828
	Iteration 6Q: 3 clusters Score -1316252 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1316458.625000 Penalty: 4557.548828
	Iteration 7Q: 3 clusters Score -1316459 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1316685.250000 Penalty: 4557.548828
	Iteration 8Q: 3 clusters Score -1316685 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1316946.125000 Penalty: 4557.548828
	Iteration 9Q: 3 clusters Score -1316946 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1317247.125000 Penalty: 4557.548828
	Iteration 10Q: 3 clusters Score -1317247 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1317565.500000 Penalty: 4557.548828
	Iteration 11Q: 3 clusters Score -1317566 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1317900.000000 Penalty: 4557.548828
	Iteration 12Q: 3 clusters Score -1317900 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1318175.250000 Penalty: 4557.548828
	Iteration 13Q: 3 clusters Score -1318175 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1318420.125000 Penalty: 4557.548828
	Iteration 14Q: 3 clusters Score -1318420 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1318630.250000 Penalty: 4557.548828
	Iteration 15Q: 3 clusters Score -1318630 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1318821.750000 Penalty: 4557.548828
	Iteration 16Q: 3 clusters Score -1318822 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1318955.250000 Penalty: 4557.548828
	Iteration 17Q: 3 clusters Score -1318955 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1319055.000000 Penalty: 4557.548828
	Iteration 18Q: 3 clusters Score -1319055 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1319122.875000 Penalty: 4557.548828
	Iteration 19Q: 3 clusters Score -1319123 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1319176.375000 Penalty: 4557.548828
	Iteration 20F: 3 clusters Score -1319176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1319228.375000 Penalty: 4557.548828
	Iteration 21Q: 3 clusters Score -1319228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1319264.500000 Penalty: 4557.548828
	Iteration 22Q: 3 clusters Score -1319264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1319302.625000 Penalty: 4557.548828
	Iteration 23Q: 3 clusters Score -1319303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1319340.000000 Penalty: 4557.548828
	Iteration 24Q: 3 clusters Score -1319340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1319362.375000 Penalty: 4557.548828
	Iteration 25Q: 3 clusters Score -1319362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1319385.250000 Penalty: 4557.548828
	Iteration 26Q: 3 clusters Score -1319385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1319404.750000 Penalty: 4557.548828
	Iteration 27Q: 3 clusters Score -1319405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1319424.625000 Penalty: 4557.548828
	Iteration 28Q: 3 clusters Score -1319425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1319433.500000 Penalty: 4557.548828
	Iteration 29Q: 3 clusters Score -1319434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1319441.750000 Penalty: 4557.548828
	Iteration 30Q: 3 clusters Score -1319442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1319448.750000 Penalty: 4557.548828
	Iteration 31Q: 3 clusters Score -1319449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1319447.500000 Penalty: 4557.548828
	Iteration 32Q: 3 clusters Score -1319448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1319449.125000 Penalty: 4557.548828
	Iteration 33Q: 3 clusters Score -1319449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1319448.375000 Penalty: 4557.548828
	Iteration 34Q: 3 clusters Score -1319448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1319451.375000 Penalty: 4557.548828
	Iteration 35Q: 3 clusters Score -1319451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1319451.375000 Penalty: 4557.548828
	Iteration 36F: 3 clusters Score -1319451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Entering Unmasked Estep 
Score: -1876357.500000 Penalty: 2388.444580
	Iteration 0F: 2 clusters Score -1876358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1865333.875000 Penalty: 4776.889160
	Iteration 0F: 3 clusters Score -1865334 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1869145.500000 Penalty: 4776.889160
	Iteration 1F: 3 clusters Score -1869146 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1869669.250000 Penalty: 4776.889160
	Iteration 2F: 3 clusters Score -1869669 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1870079.625000 Penalty: 4776.889160
	Iteration 3F: 3 clusters Score -1870080 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1870406.125000 Penalty: 4776.889160
	Iteration 4F: 3 clusters Score -1870406 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1870739.250000 Penalty: 4776.889160
	Iteration 5Q: 3 clusters Score -1870739 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1871085.250000 Penalty: 4776.889160
	Iteration 6Q: 3 clusters Score -1871085 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1871447.375000 Penalty: 4776.889160
	Iteration 7Q: 3 clusters Score -1871447 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1871828.625000 Penalty: 4776.889160
	Iteration 8Q: 3 clusters Score -1871829 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1872253.875000 Penalty: 4776.889160
	Iteration 9Q: 3 clusters Score -1872254 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1872686.625000 Penalty: 4776.889160
	Iteration 10Q: 3 clusters Score -1872687 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1873182.375000 Penalty: 4776.889160
	Iteration 11Q: 3 clusters Score -1873182 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1873648.750000 Penalty: 4776.889160
	Iteration 12Q: 3 clusters Score -1873649 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1874017.000000 Penalty: 4776.889160
	Iteration 13Q: 3 clusters Score -1874017 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1874296.625000 Penalty: 4776.889160
	Iteration 14Q: 3 clusters Score -1874297 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1874515.250000 Penalty: 4776.889160
	Iteration 15Q: 3 clusters Score -1874515 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1874677.625000 Penalty: 4776.889160
	Iteration 16Q: 3 clusters Score -1874678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1874771.500000 Penalty: 4776.889160
	Iteration 17Q: 3 clusters Score -1874772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1874851.000000 Penalty: 4776.889160
	Iteration 18Q: 3 clusters Score -1874851 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1874917.000000 Penalty: 4776.889160
	Iteration 19Q: 3 clusters Score -1874917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1874987.625000 Penalty: 4776.889160
	Iteration 20F: 3 clusters Score -1874988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1875046.750000 Penalty: 4776.889160
	Iteration 21Q: 3 clusters Score -1875047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1875093.625000 Penalty: 4776.889160
	Iteration 22Q: 3 clusters Score -1875094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1875144.125000 Penalty: 4776.889160
	Iteration 23Q: 3 clusters Score -1875144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1875184.875000 Penalty: 4776.889160
	Iteration 24Q: 3 clusters Score -1875185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1875236.375000 Penalty: 4776.889160
	Iteration 25Q: 3 clusters Score -1875236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1875317.250000 Penalty: 4776.889160
	Iteration 26Q: 3 clusters Score -1875317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1875434.375000 Penalty: 4776.889160
	Iteration 27Q: 3 clusters Score -1875434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1875565.000000 Penalty: 4776.889160
	Iteration 28Q: 3 clusters Score -1875565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1875671.875000 Penalty: 4776.889160
	Iteration 29Q: 3 clusters Score -1875672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1875752.625000 Penalty: 4776.889160
	Iteration 30Q: 3 clusters Score -1875753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1875807.375000 Penalty: 4776.889160
	Iteration 31Q: 3 clusters Score -1875807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1875878.000000 Penalty: 4776.889160
	Iteration 32Q: 3 clusters Score -1875878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1875938.750000 Penalty: 4776.889160
	Iteration 33Q: 3 clusters Score -1875939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1876004.000000 Penalty: 4776.889160
	Iteration 34Q: 3 clusters Score -1876004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1876075.250000 Penalty: 4776.889160
	Iteration 35Q: 3 clusters Score -1876075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1876134.625000 Penalty: 4776.889160
	Iteration 36Q: 3 clusters Score -1876135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1876159.625000 Penalty: 4776.889160
	Iteration 37Q: 3 clusters Score -1876160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1876163.625000 Penalty: 4776.889160
	Iteration 38Q: 3 clusters Score -1876164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1876167.750000 Penalty: 4776.889160
	Iteration 39Q: 3 clusters Score -1876168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1876174.000000 Penalty: 4776.889160
	Iteration 40F: 3 clusters Score -1876174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1876174.625000 Penalty: 4776.889160
	Iteration 41Q: 3 clusters Score -1876175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1876175.000000 Penalty: 4776.889160
	Iteration 42Q: 3 clusters Score -1876175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1876176.875000 Penalty: 4776.889160
	Iteration 43Q: 3 clusters Score -1876177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1876176.875000 Penalty: 4776.889160
	Iteration 44F: 3 clusters Score -1876177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (201723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201723 members 
Entering Unmasked Estep 
Score: -26648440.000000 Penalty: 3029.233398
	Iteration 0F: 2 clusters Score -2.664844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100614 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -26542508.000000 Penalty: 6058.466797
	Iteration 0F: 3 clusters Score -2.654251e+07 nChanged 96909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -26598262.000000 Penalty: 6058.466797
	Iteration 1F: 3 clusters Score -2.659826e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 105067 members 
Entering Unmasked Estep 
Score: -26599164.000000 Penalty: 6058.466797
	Iteration 2Q: 3 clusters Score -2.659916e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -26600058.000000 Penalty: 6058.466797
	Iteration 3Q: 3 clusters Score -2.660006e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -26601176.000000 Penalty: 6058.466797
	Iteration 4Q: 3 clusters Score -2.660118e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 115811 members 
Entering Unmasked Estep 
Score: -26603186.000000 Penalty: 6058.466797
	Iteration 5Q: 3 clusters Score -2.660319e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 123208 members 
Entering Unmasked Estep 
Score: -26606414.000000 Penalty: 6058.466797
	Iteration 6Q: 3 clusters Score -2.660641e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 133827 members 
Entering Unmasked Estep 
Score: -26611918.000000 Penalty: 6058.466797
	Iteration 7F: 3 clusters Score -2.661192e+07 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 147351 members 
Entering Unmasked Estep 
Score: -26620554.000000 Penalty: 6058.466797
	Iteration 8F: 3 clusters Score -2.662055e+07 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -26631714.000000 Penalty: 6058.466797
	Iteration 9F: 3 clusters Score -2.663171e+07 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 175360 members 
Entering Unmasked Estep 
Score: -26639690.000000 Penalty: 6058.466797
	Iteration 10F: 3 clusters Score -2.663969e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 184890 members 
Entering Unmasked Estep 
Score: -26643570.000000 Penalty: 6058.466797
	Iteration 11Q: 3 clusters Score -2.664357e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 191009 members 
Entering Unmasked Estep 
Score: -26645148.000000 Penalty: 6058.466797
	Iteration 12Q: 3 clusters Score -2.664515e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 194688 members 
Entering Unmasked Estep 
Score: -26645420.000000 Penalty: 6058.466797
	Iteration 13Q: 3 clusters Score -2.664542e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 197020 members 
Entering Unmasked Estep 
Score: -26645534.000000 Penalty: 6058.466797
	Iteration 14Q: 3 clusters Score -2.664553e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 198416 members 
Entering Unmasked Estep 
Score: -26645650.000000 Penalty: 6058.466797
	Iteration 15Q: 3 clusters Score -2.664565e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 199291 members 
Entering Unmasked Estep 
Score: -26645786.000000 Penalty: 6058.466797
	Iteration 16Q: 3 clusters Score -2.664579e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 199847 members 
Entering Unmasked Estep 
Score: -26645894.000000 Penalty: 6058.466797
	Iteration 17Q: 3 clusters Score -2.664589e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 200185 members 
Entering Unmasked Estep 
Score: -26646014.000000 Penalty: 6058.466797
	Iteration 18Q: 3 clusters Score -2.664601e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 200421 members 
Entering Unmasked Estep 
Score: -26646116.000000 Penalty: 6058.466797
	Iteration 19Q: 3 clusters Score -2.664612e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 200565 members 
Entering Unmasked Estep 
Score: -26646214.000000 Penalty: 6058.466797
	Iteration 20F: 3 clusters Score -2.664621e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 200662 members 
Entering Unmasked Estep 
Score: -26646238.000000 Penalty: 6058.466797
	Iteration 21Q: 3 clusters Score -2.664624e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 200725 members 
Entering Unmasked Estep 
Score: -26646286.000000 Penalty: 6058.466797
	Iteration 22Q: 3 clusters Score -2.664629e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 200773 members 
Entering Unmasked Estep 
Score: -26646348.000000 Penalty: 6058.466797
	Iteration 23Q: 3 clusters Score -2.664635e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 200810 members 
Entering Unmasked Estep 
Score: -26646352.000000 Penalty: 6058.466797
	Iteration 24Q: 3 clusters Score -2.664635e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 200837 members 
Entering Unmasked Estep 
Score: -26646338.000000 Penalty: 6058.466797
	Iteration 25Q: 3 clusters Score -2.664634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 200851 members 
Entering Unmasked Estep 
Score: -26646372.000000 Penalty: 6058.466797
	Iteration 26Q: 3 clusters Score -2.664637e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 200861 members 
Entering Unmasked Estep 
Score: -26646368.000000 Penalty: 6058.466797
	Iteration 27Q: 3 clusters Score -2.664637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 200870 members 
Entering Unmasked Estep 
Score: -26646376.000000 Penalty: 6058.466797
	Iteration 28Q: 3 clusters Score -2.664638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 200886 members 
Entering Unmasked Estep 
Score: -26646366.000000 Penalty: 6058.466797
	Iteration 29Q: 3 clusters Score -2.664637e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 200896 members 
Entering Unmasked Estep 
Score: -26646386.000000 Penalty: 6058.466797
	Iteration 30Q: 3 clusters Score -2.664639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 200907 members 
Entering Unmasked Estep 
Score: -26646386.000000 Penalty: 6058.466797
	Iteration 31Q: 3 clusters Score -2.664639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 200914 members 
Entering Unmasked Estep 
Score: -26646374.000000 Penalty: 6058.466797
	Iteration 32Q: 3 clusters Score -2.664637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 200918 members 
Entering Unmasked Estep 
Score: -26646380.000000 Penalty: 6058.466797
	Iteration 33Q: 3 clusters Score -2.664638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 200923 members 
Entering Unmasked Estep 
Score: -26646378.000000 Penalty: 6058.466797
	Iteration 34Q: 3 clusters Score -2.664638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 200926 members 
Entering Unmasked Estep 
Score: -26646398.000000 Penalty: 6058.466797
	Iteration 35Q: 3 clusters Score -2.66464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 200931 members 
Entering Unmasked Estep 
Score: -26646388.000000 Penalty: 6058.466797
	Iteration 36Q: 3 clusters Score -2.664639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 200935 members 
Entering Unmasked Estep 
Score: -26646356.000000 Penalty: 6058.466797
	Iteration 37Q: 3 clusters Score -2.664636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 200935 members 
Entering Unmasked Estep 
Score: -26646368.000000 Penalty: 6058.466797
	Iteration 38Q: 3 clusters Score -2.664637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 200937 members 
Entering Unmasked Estep 
Score: -26646376.000000 Penalty: 6058.466797
	Iteration 39Q: 3 clusters Score -2.664638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 200938 members 
Entering Unmasked Estep 
Score: -26646384.000000 Penalty: 6058.466797
	Iteration 40F: 3 clusters Score -2.664638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Entering Unmasked Estep 
Score: -6086023.000000 Penalty: 2661.946289
	Iteration 0F: 2 clusters Score -6086023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -6054911.000000 Penalty: 5323.892578
	Iteration 0F: 3 clusters Score -6054911 nChanged 21306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -6066824.000000 Penalty: 5323.892578
	Iteration 1F: 3 clusters Score -6066824 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -6067607.500000 Penalty: 5323.892578
	Iteration 2Q: 3 clusters Score -6067608 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -6068717.500000 Penalty: 5323.892578
	Iteration 3F: 3 clusters Score -6068718 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -6070490.000000 Penalty: 5323.892578
	Iteration 4F: 3 clusters Score -6070490 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -6072833.500000 Penalty: 5323.892578
	Iteration 5F: 3 clusters Score -6072834 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -6075567.000000 Penalty: 5323.892578
	Iteration 6F: 3 clusters Score -6075567 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -6078088.500000 Penalty: 5323.892578
	Iteration 7F: 3 clusters Score -6078088 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -6080051.500000 Penalty: 5323.892578
	Iteration 8F: 3 clusters Score -6080052 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -6081471.500000 Penalty: 5323.892578
	Iteration 9Q: 3 clusters Score -6081472 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -6082367.000000 Penalty: 5323.892578
	Iteration 10Q: 3 clusters Score -6082367 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -6082851.500000 Penalty: 5323.892578
	Iteration 11Q: 3 clusters Score -6082852 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -6083140.000000 Penalty: 5323.892578
	Iteration 12Q: 3 clusters Score -6083140 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -6083295.500000 Penalty: 5323.892578
	Iteration 13Q: 3 clusters Score -6083296 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -6083382.000000 Penalty: 5323.892578
	Iteration 14Q: 3 clusters Score -6083382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -6083428.000000 Penalty: 5323.892578
	Iteration 15Q: 3 clusters Score -6083428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -6083462.000000 Penalty: 5323.892578
	Iteration 16Q: 3 clusters Score -6083462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -6083476.000000 Penalty: 5323.892578
	Iteration 17Q: 3 clusters Score -6083476 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -6083516.500000 Penalty: 5323.892578
	Iteration 18Q: 3 clusters Score -6083516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -6083542.000000 Penalty: 5323.892578
	Iteration 19Q: 3 clusters Score -6083542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -6083560.500000 Penalty: 5323.892578
	Iteration 20F: 3 clusters Score -6083560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -6083568.000000 Penalty: 5323.892578
	Iteration 21Q: 3 clusters Score -6083568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -6083587.000000 Penalty: 5323.892578
	Iteration 22Q: 3 clusters Score -6083587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -6083594.500000 Penalty: 5323.892578
	Iteration 23Q: 3 clusters Score -6083594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -6083596.500000 Penalty: 5323.892578
	Iteration 24Q: 3 clusters Score -6083596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -6083594.500000 Penalty: 5323.892578
	Iteration 25Q: 3 clusters Score -6083594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -6083590.500000 Penalty: 5323.892578
	Iteration 26Q: 3 clusters Score -6083590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -6083611.000000 Penalty: 5323.892578
	Iteration 27Q: 3 clusters Score -6083611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -6083607.000000 Penalty: 5323.892578
	Iteration 28Q: 3 clusters Score -6083607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -6083606.500000 Penalty: 5323.892578
	Iteration 29Q: 3 clusters Score -6083606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -6083619.500000 Penalty: 5323.892578
	Iteration 30Q: 3 clusters Score -6083620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -6083627.000000 Penalty: 5323.892578
	Iteration 31Q: 3 clusters Score -6083627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -6083623.500000 Penalty: 5323.892578
	Iteration 32Q: 3 clusters Score -6083624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -6083617.000000 Penalty: 5323.892578
	Iteration 33Q: 3 clusters Score -6083617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -6083622.500000 Penalty: 5323.892578
	Iteration 34Q: 3 clusters Score -6083622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -6083621.000000 Penalty: 5323.892578
	Iteration 35Q: 3 clusters Score -6083621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -6083635.000000 Penalty: 5323.892578
	Iteration 36Q: 3 clusters Score -6083635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -6083644.500000 Penalty: 5323.892578
	Iteration 37Q: 3 clusters Score -6083644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -6083637.000000 Penalty: 5323.892578
	Iteration 38Q: 3 clusters Score -6083637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -6083648.000000 Penalty: 5323.892578
	Iteration 39Q: 3 clusters Score -6083648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -6083646.000000 Penalty: 5323.892578
	Iteration 40F: 3 clusters Score -6083646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -6083644.500000 Penalty: 5323.892578
	Iteration 41Q: 3 clusters Score -6083644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -6083653.000000 Penalty: 5323.892578
	Iteration 42Q: 3 clusters Score -6083653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -6083651.000000 Penalty: 5323.892578
	Iteration 43Q: 3 clusters Score -6083651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -6083657.000000 Penalty: 5323.892578
	Iteration 44Q: 3 clusters Score -6083657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -6083656.500000 Penalty: 5323.892578
	Iteration 45Q: 3 clusters Score -6083656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -6083661.000000 Penalty: 5323.892578
	Iteration 46Q: 3 clusters Score -6083661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -6083670.500000 Penalty: 5323.892578
	Iteration 47Q: 3 clusters Score -6083670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -6083669.000000 Penalty: 5323.892578
	Iteration 48Q: 3 clusters Score -6083669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -6083683.500000 Penalty: 5323.892578
	Iteration 49Q: 3 clusters Score -6083684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -6083675.000000 Penalty: 5323.892578
	Iteration 50Q: 3 clusters Score -6083675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -6083671.000000 Penalty: 5323.892578
	Iteration 51Q: 3 clusters Score -6083671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -6083665.000000 Penalty: 5323.892578
	Iteration 52Q: 3 clusters Score -6083665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -6083667.500000 Penalty: 5323.892578
	Iteration 53Q: 3 clusters Score -6083668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -6083673.000000 Penalty: 5323.892578
	Iteration 54Q: 3 clusters Score -6083673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -6083678.000000 Penalty: 5323.892578
	Iteration 55Q: 3 clusters Score -6083678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -6083685.000000 Penalty: 5323.892578
	Iteration 56Q: 3 clusters Score -6083685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -6083684.000000 Penalty: 5323.892578
	Iteration 57Q: 3 clusters Score -6083684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -6083691.000000 Penalty: 5323.892578
	Iteration 58Q: 3 clusters Score -6083691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -6083682.500000 Penalty: 5323.892578
	Iteration 59Q: 3 clusters Score -6083682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -6083695.500000 Penalty: 5323.892578
	Iteration 60F: 3 clusters Score -6083696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -6083689.500000 Penalty: 5323.892578
	Iteration 61Q: 3 clusters Score -6083690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -6083690.500000 Penalty: 5323.892578
	Iteration 62Q: 3 clusters Score -6083690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -6083682.000000 Penalty: 5323.892578
	Iteration 63Q: 3 clusters Score -6083682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -6083690.500000 Penalty: 5323.892578
	Iteration 64Q: 3 clusters Score -6083690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -6083684.500000 Penalty: 5323.892578
	Iteration 65Q: 3 clusters Score -6083684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -6083678.000000 Penalty: 5323.892578
	Iteration 66Q: 3 clusters Score -6083678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -6083683.500000 Penalty: 5323.892578
	Iteration 67Q: 3 clusters Score -6083684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -6083694.000000 Penalty: 5323.892578
	Iteration 68Q: 3 clusters Score -6083694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -6083699.000000 Penalty: 5323.892578
	Iteration 69Q: 3 clusters Score -6083699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -6083698.000000 Penalty: 5323.892578
	Iteration 70Q: 3 clusters Score -6083698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -6083700.000000 Penalty: 5323.892578
	Iteration 71Q: 3 clusters Score -6083700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -6083700.000000 Penalty: 5323.892578
	Iteration 72Q: 3 clusters Score -6083700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -6083699.000000 Penalty: 5323.892578
	Iteration 73Q: 3 clusters Score -6083699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -6083699.500000 Penalty: 5323.892578
	Iteration 74Q: 3 clusters Score -6083700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -6083694.000000 Penalty: 5323.892578
	Iteration 75Q: 3 clusters Score -6083694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -6083688.000000 Penalty: 5323.892578
	Iteration 76Q: 3 clusters Score -6083688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -6083681.000000 Penalty: 5323.892578
	Iteration 77Q: 3 clusters Score -6083681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -6083681.000000 Penalty: 5323.892578
	Iteration 78F: 3 clusters Score -6083681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -148509.687500 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -148509.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -146437.250000 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -146437.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -147703.921875 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -147703.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -148824.625000 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -148824.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -149676.640625 Penalty: 3603.999756
	Iteration 3F: 3 clusters Score -149676.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -150138.125000 Penalty: 3603.999756
	Iteration 4F: 3 clusters Score -150138.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -150314.125000 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -150314.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -150403.875000 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -150403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -150451.390625 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -150451.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -150483.000000 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -150483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -150521.218750 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -150521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -150550.546875 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -150550.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -150577.859375 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -150577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -150592.687500 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -150592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -150602.843750 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -150602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -150617.156250 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -150617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -150627.875000 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -150627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -150638.671875 Penalty: 3603.999756
	Iteration 16Q: 3 clusters Score -150638.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -150661.765625 Penalty: 3603.999756
	Iteration 17Q: 3 clusters Score -150661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -150684.000000 Penalty: 3603.999756
	Iteration 18Q: 3 clusters Score -150684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -150691.593750 Penalty: 3603.999756
	Iteration 19Q: 3 clusters Score -150691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -150717.421875 Penalty: 3603.999756
	Iteration 20F: 3 clusters Score -150717.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -150794.796875 Penalty: 3603.999756
	Iteration 21Q: 3 clusters Score -150794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -150855.593750 Penalty: 3603.999756
	Iteration 22Q: 3 clusters Score -150855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -150881.875000 Penalty: 3603.999756
	Iteration 23Q: 3 clusters Score -150881.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -150887.312500 Penalty: 3603.999756
	Iteration 24Q: 3 clusters Score -150887.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -150888.250000 Penalty: 3603.999756
	Iteration 25Q: 3 clusters Score -150888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -150888.250000 Penalty: 3603.999756
	Iteration 26F: 3 clusters Score -150888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 201723 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 130898 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39959 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 59042 members 
Mstep: Class 14 contains 36672 members 
Mstep: Class 15 contains 183878 members 
Mstep: Class 16 contains 159227 members 
Mstep: Class 17 contains 25060 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 62220 members 
Mstep: Class 21 contains 27638 members 
Mstep: Class 22 contains 1195 members 
Entering Unmasked Estep 
Score: -133188408.000000 Penalty: 75527.054688
Splitting cluster 7 changes total score from -133185768.000000 to -133188408.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -410668.812500 Penalty: 2001.584595
	Iteration 0F: 2 clusters Score -410668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -407345.593750 Penalty: 4003.169189
	Iteration 0F: 3 clusters Score -407345.6 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -408131.625000 Penalty: 4003.169189
	Iteration 1F: 3 clusters Score -408131.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -408475.000000 Penalty: 4003.169189
	Iteration 2F: 3 clusters Score -408475 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -408814.500000 Penalty: 4003.169189
	Iteration 3F: 3 clusters Score -408814.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -409309.343750 Penalty: 4003.169189
	Iteration 4F: 3 clusters Score -409309.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -410029.281250 Penalty: 4003.169189
	Iteration 5F: 3 clusters Score -410029.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -411009.375000 Penalty: 4003.169189
	Iteration 6F: 3 clusters Score -411009.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -411878.843750 Penalty: 4003.169189
	Iteration 7F: 3 clusters Score -411878.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -412374.687500 Penalty: 4003.169189
	Iteration 8F: 3 clusters Score -412374.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -412622.187500 Penalty: 4003.169189
	Iteration 9Q: 3 clusters Score -412622.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -412702.406250 Penalty: 4003.169189
	Iteration 10Q: 3 clusters Score -412702.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -412744.937500 Penalty: 4003.169189
	Iteration 11Q: 3 clusters Score -412744.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -412809.843750 Penalty: 4003.169189
	Iteration 12Q: 3 clusters Score -412809.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -412931.750000 Penalty: 4003.169189
	Iteration 13Q: 3 clusters Score -412931.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -413082.656250 Penalty: 4003.169189
	Iteration 14Q: 3 clusters Score -413082.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -413121.437500 Penalty: 4003.169189
	Iteration 15Q: 3 clusters Score -413121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -413127.843750 Penalty: 4003.169189
	Iteration 16Q: 3 clusters Score -413127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -413127.843750 Penalty: 4003.169189
	Iteration 17F: 3 clusters Score -413127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 201723 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 130898 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 39959 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 59042 members 
Mstep: Class 14 contains 36672 members 
Mstep: Class 15 contains 183878 members 
Mstep: Class 16 contains 159227 members 
Mstep: Class 17 contains 25060 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 62220 members 
Mstep: Class 21 contains 27638 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 1834 members 
Entering Unmasked Estep 
Score: -133189720.000000 Penalty: 78960.101562
Splitting cluster 8 changes total score from -133185768.000000 to -133189720.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (130898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Entering Unmasked Estep 
Score: -17417842.000000 Penalty: 2921.979248
	Iteration 0F: 2 clusters Score -1.741784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -17330616.000000 Penalty: 5843.958496
	Iteration 0F: 3 clusters Score -1.733062e+07 nChanged 62282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -17367280.000000 Penalty: 5843.958496
	Iteration 1F: 3 clusters Score -1.736728e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -17369152.000000 Penalty: 5843.958496
	Iteration 2Q: 3 clusters Score -1.736915e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -17372052.000000 Penalty: 5843.958496
	Iteration 3Q: 3 clusters Score -1.737205e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -17376186.000000 Penalty: 5843.958496
	Iteration 4F: 3 clusters Score -1.737619e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -17381340.000000 Penalty: 5843.958496
	Iteration 5F: 3 clusters Score -1.738134e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -17386760.000000 Penalty: 5843.958496
	Iteration 6F: 3 clusters Score -1.738676e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -17391422.000000 Penalty: 5843.958496
	Iteration 7F: 3 clusters Score -1.739142e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -17395086.000000 Penalty: 5843.958496
	Iteration 8F: 3 clusters Score -1.739509e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -17397842.000000 Penalty: 5843.958496
	Iteration 9Q: 3 clusters Score -1.739784e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -17399868.000000 Penalty: 5843.958496
	Iteration 10Q: 3 clusters Score -1.739987e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -17401558.000000 Penalty: 5843.958496
	Iteration 11Q: 3 clusters Score -1.740156e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -17402788.000000 Penalty: 5843.958496
	Iteration 12Q: 3 clusters Score -1.740279e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -17403926.000000 Penalty: 5843.958496
	Iteration 13Q: 3 clusters Score -1.740393e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -17404684.000000 Penalty: 5843.958496
	Iteration 14Q: 3 clusters Score -1.740468e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -17405218.000000 Penalty: 5843.958496
	Iteration 15Q: 3 clusters Score -1.740522e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -17405802.000000 Penalty: 5843.958496
	Iteration 16Q: 3 clusters Score -1.74058e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -17406440.000000 Penalty: 5843.958496
	Iteration 17Q: 3 clusters Score -1.740644e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -17407144.000000 Penalty: 5843.958496
	Iteration 18Q: 3 clusters Score -1.740714e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108238 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -17407800.000000 Penalty: 5843.958496
	Iteration 19Q: 3 clusters Score -1.74078e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -17408374.000000 Penalty: 5843.958496
	Iteration 20F: 3 clusters Score -1.740837e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -17409074.000000 Penalty: 5843.958496
	Iteration 21Q: 3 clusters Score -1.740907e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113750 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -17409740.000000 Penalty: 5843.958496
	Iteration 22Q: 3 clusters Score -1.740974e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -17410478.000000 Penalty: 5843.958496
	Iteration 23Q: 3 clusters Score -1.741048e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117073 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -17411020.000000 Penalty: 5843.958496
	Iteration 24Q: 3 clusters Score -1.741102e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -17411576.000000 Penalty: 5843.958496
	Iteration 25Q: 3 clusters Score -1.741158e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120062 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -17412062.000000 Penalty: 5843.958496
	Iteration 26Q: 3 clusters Score -1.741206e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121341 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -17412456.000000 Penalty: 5843.958496
	Iteration 27Q: 3 clusters Score -1.741246e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -17412838.000000 Penalty: 5843.958496
	Iteration 28Q: 3 clusters Score -1.741284e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123587 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -17413222.000000 Penalty: 5843.958496
	Iteration 29Q: 3 clusters Score -1.741322e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -17413596.000000 Penalty: 5843.958496
	Iteration 30Q: 3 clusters Score -1.74136e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -17413848.000000 Penalty: 5843.958496
	Iteration 31Q: 3 clusters Score -1.741385e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -17414048.000000 Penalty: 5843.958496
	Iteration 32Q: 3 clusters Score -1.741405e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126405 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -17414230.000000 Penalty: 5843.958496
	Iteration 33Q: 3 clusters Score -1.741423e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -17414454.000000 Penalty: 5843.958496
	Iteration 34Q: 3 clusters Score -1.741445e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127285 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -17414530.000000 Penalty: 5843.958496
	Iteration 35Q: 3 clusters Score -1.741453e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127580 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -17414636.000000 Penalty: 5843.958496
	Iteration 36Q: 3 clusters Score -1.741464e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127824 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -17414764.000000 Penalty: 5843.958496
	Iteration 37Q: 3 clusters Score -1.741476e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -17414834.000000 Penalty: 5843.958496
	Iteration 38Q: 3 clusters Score -1.741483e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -17414950.000000 Penalty: 5843.958496
	Iteration 39Q: 3 clusters Score -1.741495e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -17415006.000000 Penalty: 5843.958496
	Iteration 40F: 3 clusters Score -1.741501e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128582 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -17415030.000000 Penalty: 5843.958496
	Iteration 41Q: 3 clusters Score -1.741503e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128724 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -17415122.000000 Penalty: 5843.958496
	Iteration 42Q: 3 clusters Score -1.741512e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17415154.000000 Penalty: 5843.958496
	Iteration 43Q: 3 clusters Score -1.741515e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128936 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17415202.000000 Penalty: 5843.958496
	Iteration 44Q: 3 clusters Score -1.74152e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129040 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17415266.000000 Penalty: 5843.958496
	Iteration 45Q: 3 clusters Score -1.741527e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129123 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -17415296.000000 Penalty: 5843.958496
	Iteration 46Q: 3 clusters Score -1.74153e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129193 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -17415336.000000 Penalty: 5843.958496
	Iteration 47Q: 3 clusters Score -1.741534e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129248 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -17415352.000000 Penalty: 5843.958496
	Iteration 48Q: 3 clusters Score -1.741535e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129282 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -17415378.000000 Penalty: 5843.958496
	Iteration 49Q: 3 clusters Score -1.741538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129309 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -17415348.000000 Penalty: 5843.958496
	Iteration 50Q: 3 clusters Score -1.741535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -17415356.000000 Penalty: 5843.958496
	Iteration 51Q: 3 clusters Score -1.741536e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17415368.000000 Penalty: 5843.958496
	Iteration 52Q: 3 clusters Score -1.741537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129388 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -17415390.000000 Penalty: 5843.958496
	Iteration 53Q: 3 clusters Score -1.741539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129411 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -17415390.000000 Penalty: 5843.958496
	Iteration 54Q: 3 clusters Score -1.741539e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17415410.000000 Penalty: 5843.958496
	Iteration 55Q: 3 clusters Score -1.741541e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129457 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -17415416.000000 Penalty: 5843.958496
	Iteration 56Q: 3 clusters Score -1.741542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129483 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -17415422.000000 Penalty: 5843.958496
	Iteration 57Q: 3 clusters Score -1.741542e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17415418.000000 Penalty: 5843.958496
	Iteration 58Q: 3 clusters Score -1.741542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129541 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17415444.000000 Penalty: 5843.958496
	Iteration 59Q: 3 clusters Score -1.741544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -17415458.000000 Penalty: 5843.958496
	Iteration 60F: 3 clusters Score -1.741546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129579 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17415468.000000 Penalty: 5843.958496
	Iteration 61Q: 3 clusters Score -1.741547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129597 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17415492.000000 Penalty: 5843.958496
	Iteration 62Q: 3 clusters Score -1.741549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129611 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -17415500.000000 Penalty: 5843.958496
	Iteration 63Q: 3 clusters Score -1.74155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -17415510.000000 Penalty: 5843.958496
	Iteration 64Q: 3 clusters Score -1.741551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129634 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17415504.000000 Penalty: 5843.958496
	Iteration 65Q: 3 clusters Score -1.74155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129645 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -17415516.000000 Penalty: 5843.958496
	Iteration 66Q: 3 clusters Score -1.741552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129655 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -17415512.000000 Penalty: 5843.958496
	Iteration 67Q: 3 clusters Score -1.741551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129665 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -17415514.000000 Penalty: 5843.958496
	Iteration 68Q: 3 clusters Score -1.741551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129676 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -17415518.000000 Penalty: 5843.958496
	Iteration 69Q: 3 clusters Score -1.741552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -17415490.000000 Penalty: 5843.958496
	Iteration 70Q: 3 clusters Score -1.741549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -17415502.000000 Penalty: 5843.958496
	Iteration 71Q: 3 clusters Score -1.74155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129693 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -17415510.000000 Penalty: 5843.958496
	Iteration 72Q: 3 clusters Score -1.741551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129693 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -17415500.000000 Penalty: 5843.958496
	Iteration 73Q: 3 clusters Score -1.74155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129696 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -17415510.000000 Penalty: 5843.958496
	Iteration 74Q: 3 clusters Score -1.741551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129700 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -17415504.000000 Penalty: 5843.958496
	Iteration 75Q: 3 clusters Score -1.74155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129704 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17415502.000000 Penalty: 5843.958496
	Iteration 76Q: 3 clusters Score -1.74155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129711 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -17415504.000000 Penalty: 5843.958496
	Iteration 77Q: 3 clusters Score -1.74155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129719 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17415504.000000 Penalty: 5843.958496
	Iteration 78Q: 3 clusters Score -1.74155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129728 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -17415516.000000 Penalty: 5843.958496
	Iteration 79Q: 3 clusters Score -1.741552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129741 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -17415528.000000 Penalty: 5843.958496
	Iteration 80F: 3 clusters Score -1.741553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129751 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17415520.000000 Penalty: 5843.958496
	Iteration 81Q: 3 clusters Score -1.741552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129758 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17415526.000000 Penalty: 5843.958496
	Iteration 82Q: 3 clusters Score -1.741553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129763 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -17415510.000000 Penalty: 5843.958496
	Iteration 83Q: 3 clusters Score -1.741551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -17415508.000000 Penalty: 5843.958496
	Iteration 84Q: 3 clusters Score -1.741551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -17415520.000000 Penalty: 5843.958496
	Iteration 85Q: 3 clusters Score -1.741552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -17415520.000000 Penalty: 5843.958496
	Iteration 86Q: 3 clusters Score -1.741552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -17415526.000000 Penalty: 5843.958496
	Iteration 87Q: 3 clusters Score -1.741553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -17415528.000000 Penalty: 5843.958496
	Iteration 88Q: 3 clusters Score -1.741553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129780 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -17415528.000000 Penalty: 5843.958496
	Iteration 89Q: 3 clusters Score -1.741553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129784 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17415530.000000 Penalty: 5843.958496
	Iteration 90Q: 3 clusters Score -1.741553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129787 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17415536.000000 Penalty: 5843.958496
	Iteration 91Q: 3 clusters Score -1.741554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129789 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -17415536.000000 Penalty: 5843.958496
	Iteration 92Q: 3 clusters Score -1.741554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129792 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -17415536.000000 Penalty: 5843.958496
	Iteration 93Q: 3 clusters Score -1.741554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129792 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -17415532.000000 Penalty: 5843.958496
	Iteration 94Q: 3 clusters Score -1.741553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129792 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -17415532.000000 Penalty: 5843.958496
	Iteration 95F: 3 clusters Score -1.741553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -142894.171875 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -142894.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140943.593750 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -140943.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -141958.906250 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -141958.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -142830.171875 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -142830.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -144036.046875 Penalty: 3583.477783
	Iteration 3F: 3 clusters Score -144036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -144761.671875 Penalty: 3583.477783
	Iteration 4F: 3 clusters Score -144761.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -144968.812500 Penalty: 3583.477783
	Iteration 5Q: 3 clusters Score -144968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144996.906250 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -144996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -145001.421875 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -145001.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -145001.421875 Penalty: 3583.477783
	Iteration 8F: 3 clusters Score -145001.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 201723 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 130898 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 39959 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 59042 members 
Mstep: Class 14 contains 36672 members 
Mstep: Class 15 contains 183878 members 
Mstep: Class 16 contains 159227 members 
Mstep: Class 17 contains 25060 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 62220 members 
Mstep: Class 21 contains 27638 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 1834 members 
Mstep: Class 24 contains 744 members 
Entering Unmasked Estep 
Score: -133190360.000000 Penalty: 82393.148438
Splitting cluster 10 changes total score from -133185768.000000 to -133190360.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (39959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Entering Unmasked Estep 
Score: -5357139.000000 Penalty: 2627.711182
	Iteration 0F: 2 clusters Score -5357139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -5330247.000000 Penalty: 5255.422363
	Iteration 0F: 3 clusters Score -5330247 nChanged 18239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5340189.500000 Penalty: 5255.422363
	Iteration 1F: 3 clusters Score -5340190 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5340706.500000 Penalty: 5255.422363
	Iteration 2Q: 3 clusters Score -5340706 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5341158.000000 Penalty: 5255.422363
	Iteration 3Q: 3 clusters Score -5341158 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5341757.500000 Penalty: 5255.422363
	Iteration 4Q: 3 clusters Score -5341758 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -5342536.000000 Penalty: 5255.422363
	Iteration 5Q: 3 clusters Score -5342536 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -5343823.000000 Penalty: 5255.422363
	Iteration 6F: 3 clusters Score -5343823 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5345895.500000 Penalty: 5255.422363
	Iteration 7F: 3 clusters Score -5345896 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -5348882.500000 Penalty: 5255.422363
	Iteration 8F: 3 clusters Score -5348882 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -5351989.000000 Penalty: 5255.422363
	Iteration 9F: 3 clusters Score -5351989 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -5354095.500000 Penalty: 5255.422363
	Iteration 10Q: 3 clusters Score -5354096 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5355195.500000 Penalty: 5255.422363
	Iteration 11Q: 3 clusters Score -5355196 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5355708.500000 Penalty: 5255.422363
	Iteration 12Q: 3 clusters Score -5355708 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5355956.000000 Penalty: 5255.422363
	Iteration 13Q: 3 clusters Score -5355956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5356073.000000 Penalty: 5255.422363
	Iteration 14Q: 3 clusters Score -5356073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -5356131.500000 Penalty: 5255.422363
	Iteration 15Q: 3 clusters Score -5356132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -5356162.000000 Penalty: 5255.422363
	Iteration 16Q: 3 clusters Score -5356162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -5356194.000000 Penalty: 5255.422363
	Iteration 17Q: 3 clusters Score -5356194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -5356204.000000 Penalty: 5255.422363
	Iteration 18Q: 3 clusters Score -5356204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -5356209.500000 Penalty: 5255.422363
	Iteration 19Q: 3 clusters Score -5356210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -5356221.500000 Penalty: 5255.422363
	Iteration 20F: 3 clusters Score -5356222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5356224.500000 Penalty: 5255.422363
	Iteration 21Q: 3 clusters Score -5356224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -5356242.500000 Penalty: 5255.422363
	Iteration 22Q: 3 clusters Score -5356242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -5356251.000000 Penalty: 5255.422363
	Iteration 23Q: 3 clusters Score -5356251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -5356252.000000 Penalty: 5255.422363
	Iteration 24Q: 3 clusters Score -5356252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5356252.500000 Penalty: 5255.422363
	Iteration 25Q: 3 clusters Score -5356252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5356257.500000 Penalty: 5255.422363
	Iteration 26Q: 3 clusters Score -5356258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -5356256.000000 Penalty: 5255.422363
	Iteration 27Q: 3 clusters Score -5356256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5356256.000000 Penalty: 5255.422363
	Iteration 28Q: 3 clusters Score -5356256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5356256.000000 Penalty: 5255.422363
	Iteration 29F: 3 clusters Score -5356256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -217566.281250 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -217566.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -215099.468750 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -215099.5 nChanged 685
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: -215841.218750 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -215841.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -216523.921875 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -216523.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -217679.625000 Penalty: 3776.943359
	Iteration 3F: 3 clusters Score -217679.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -218940.484375 Penalty: 3776.943359
	Iteration 4F: 3 clusters Score -218940.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -219504.468750 Penalty: 3776.943359
	Iteration 5F: 3 clusters Score -219504.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -219855.812500 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -219855.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -219897.531250 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -219897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -219910.343750 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -219910.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -219918.062500 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -219918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -219919.718750 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -219919.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -219919.718750 Penalty: 3776.943359
	Iteration 11F: 3 clusters Score -219919.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 201723 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 130898 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 39959 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 59042 members 
Mstep: Class 14 contains 36672 members 
Mstep: Class 15 contains 183878 members 
Mstep: Class 16 contains 159227 members 
Mstep: Class 17 contains 25060 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 62220 members 
Mstep: Class 21 contains 27638 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 1834 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 287 members 
Entering Unmasked Estep 
Score: -133191528.000000 Penalty: 85826.195312
Splitting cluster 12 changes total score from -133185768.000000 to -133191528.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (59042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Entering Unmasked Estep 
Score: -7385085.000000 Penalty: 2724.529053
	Iteration 0F: 2 clusters Score -7385085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -7345514.500000 Penalty: 5449.058105
	Iteration 0F: 3 clusters Score -7345514 nChanged 27441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -7360771.000000 Penalty: 5449.058105
	Iteration 1F: 3 clusters Score -7360771 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -7361718.500000 Penalty: 5449.058105
	Iteration 2Q: 3 clusters Score -7361718 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -7362829.000000 Penalty: 5449.058105
	Iteration 3Q: 3 clusters Score -7362829 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -7364430.500000 Penalty: 5449.058105
	Iteration 4Q: 3 clusters Score -7364430 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -7366443.000000 Penalty: 5449.058105
	Iteration 5F: 3 clusters Score -7366443 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -7368833.500000 Penalty: 5449.058105
	Iteration 6F: 3 clusters Score -7368834 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -7371227.000000 Penalty: 5449.058105
	Iteration 7F: 3 clusters Score -7371227 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -7373438.000000 Penalty: 5449.058105
	Iteration 8F: 3 clusters Score -7373438 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -7375337.000000 Penalty: 5449.058105
	Iteration 9F: 3 clusters Score -7375337 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -7376402.000000 Penalty: 5449.058105
	Iteration 10Q: 3 clusters Score -7376402 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -7377071.500000 Penalty: 5449.058105
	Iteration 11Q: 3 clusters Score -7377072 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -7377428.500000 Penalty: 5449.058105
	Iteration 12Q: 3 clusters Score -7377428 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -7377726.500000 Penalty: 5449.058105
	Iteration 13Q: 3 clusters Score -7377726 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -7377868.500000 Penalty: 5449.058105
	Iteration 14Q: 3 clusters Score -7377868 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -7378031.500000 Penalty: 5449.058105
	Iteration 15Q: 3 clusters Score -7378032 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -7378250.500000 Penalty: 5449.058105
	Iteration 16Q: 3 clusters Score -7378250 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -7378416.000000 Penalty: 5449.058105
	Iteration 17Q: 3 clusters Score -7378416 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -7378671.000000 Penalty: 5449.058105
	Iteration 18Q: 3 clusters Score -7378671 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -7378915.500000 Penalty: 5449.058105
	Iteration 19Q: 3 clusters Score -7378916 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -7379125.000000 Penalty: 5449.058105
	Iteration 20F: 3 clusters Score -7379125 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -7379324.000000 Penalty: 5449.058105
	Iteration 21Q: 3 clusters Score -7379324 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -7379498.500000 Penalty: 5449.058105
	Iteration 22Q: 3 clusters Score -7379498 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -7379726.000000 Penalty: 5449.058105
	Iteration 23Q: 3 clusters Score -7379726 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -7379957.000000 Penalty: 5449.058105
	Iteration 24Q: 3 clusters Score -7379957 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -7380282.000000 Penalty: 5449.058105
	Iteration 25Q: 3 clusters Score -7380282 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -7380638.000000 Penalty: 5449.058105
	Iteration 26Q: 3 clusters Score -7380638 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -7380947.500000 Penalty: 5449.058105
	Iteration 27Q: 3 clusters Score -7380948 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -7381317.500000 Penalty: 5449.058105
	Iteration 28Q: 3 clusters Score -7381318 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -7381594.500000 Penalty: 5449.058105
	Iteration 29Q: 3 clusters Score -7381594 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -7381864.500000 Penalty: 5449.058105
	Iteration 30Q: 3 clusters Score -7381864 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -7382054.000000 Penalty: 5449.058105
	Iteration 31Q: 3 clusters Score -7382054 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -7382265.000000 Penalty: 5449.058105
	Iteration 32Q: 3 clusters Score -7382265 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -7382472.500000 Penalty: 5449.058105
	Iteration 33Q: 3 clusters Score -7382472 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -7382675.000000 Penalty: 5449.058105
	Iteration 34Q: 3 clusters Score -7382675 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -7382862.500000 Penalty: 5449.058105
	Iteration 35Q: 3 clusters Score -7382862 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -7383081.000000 Penalty: 5449.058105
	Iteration 36Q: 3 clusters Score -7383081 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -7383331.000000 Penalty: 5449.058105
	Iteration 37Q: 3 clusters Score -7383331 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -7383628.500000 Penalty: 5449.058105
	Iteration 38Q: 3 clusters Score -7383628 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -7383926.500000 Penalty: 5449.058105
	Iteration 39Q: 3 clusters Score -7383926 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7384259.000000 Penalty: 5449.058105
	Iteration 40F: 3 clusters Score -7384259 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7384588.000000 Penalty: 5449.058105
	Iteration 41Q: 3 clusters Score -7384588 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7384841.000000 Penalty: 5449.058105
	Iteration 42Q: 3 clusters Score -7384841 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7384978.000000 Penalty: 5449.058105
	Iteration 43Q: 3 clusters Score -7384978 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7385037.000000 Penalty: 5449.058105
	Iteration 44Q: 3 clusters Score -7385037 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7385045.000000 Penalty: 5449.058105
	Iteration 45Q: 3 clusters Score -7385045 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -7385052.000000 Penalty: 5449.058105
	Iteration 46Q: 3 clusters Score -7385052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7385059.500000 Penalty: 5449.058105
	Iteration 47Q: 3 clusters Score -7385060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7385061.500000 Penalty: 5449.058105
	Iteration 48Q: 3 clusters Score -7385062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7385064.000000 Penalty: 5449.058105
	Iteration 49Q: 3 clusters Score -7385064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7385066.500000 Penalty: 5449.058105
	Iteration 50Q: 3 clusters Score -7385066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7385065.500000 Penalty: 5449.058105
	Iteration 51Q: 3 clusters Score -7385066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7385061.500000 Penalty: 5449.058105
	Iteration 52Q: 3 clusters Score -7385062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7385071.500000 Penalty: 5449.058105
	Iteration 53Q: 3 clusters Score -7385072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7385060.500000 Penalty: 5449.058105
	Iteration 54Q: 3 clusters Score -7385060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7385069.500000 Penalty: 5449.058105
	Iteration 55Q: 3 clusters Score -7385070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7385068.500000 Penalty: 5449.058105
	Iteration 56Q: 3 clusters Score -7385068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7385071.000000 Penalty: 5449.058105
	Iteration 57Q: 3 clusters Score -7385071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7385075.500000 Penalty: 5449.058105
	Iteration 58Q: 3 clusters Score -7385076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7385082.500000 Penalty: 5449.058105
	Iteration 59Q: 3 clusters Score -7385082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7385082.500000 Penalty: 5449.058105
	Iteration 60F: 3 clusters Score -7385082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Entering Unmasked Estep 
Score: -4934983.500000 Penalty: 2606.422607
	Iteration 0F: 2 clusters Score -4934984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4910134.500000 Penalty: 5212.845215
	Iteration 0F: 3 clusters Score -4910134 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -4919472.000000 Penalty: 5212.845215
	Iteration 1F: 3 clusters Score -4919472 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -4920167.500000 Penalty: 5212.845215
	Iteration 2Q: 3 clusters Score -4920168 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4920883.500000 Penalty: 5212.845215
	Iteration 3Q: 3 clusters Score -4920884 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4921532.500000 Penalty: 5212.845215
	Iteration 4Q: 3 clusters Score -4921532 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4922208.000000 Penalty: 5212.845215
	Iteration 5Q: 3 clusters Score -4922208 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4922896.000000 Penalty: 5212.845215
	Iteration 6Q: 3 clusters Score -4922896 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4923639.500000 Penalty: 5212.845215
	Iteration 7Q: 3 clusters Score -4923640 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4924558.000000 Penalty: 5212.845215
	Iteration 8Q: 3 clusters Score -4924558 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4925599.000000 Penalty: 5212.845215
	Iteration 9Q: 3 clusters Score -4925599 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4926654.000000 Penalty: 5212.845215
	Iteration 10Q: 3 clusters Score -4926654 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4927643.500000 Penalty: 5212.845215
	Iteration 11Q: 3 clusters Score -4927644 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4928404.000000 Penalty: 5212.845215
	Iteration 12Q: 3 clusters Score -4928404 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -4928990.500000 Penalty: 5212.845215
	Iteration 13Q: 3 clusters Score -4928990 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4929516.000000 Penalty: 5212.845215
	Iteration 14Q: 3 clusters Score -4929516 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -4929954.000000 Penalty: 5212.845215
	Iteration 15Q: 3 clusters Score -4929954 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -4930334.000000 Penalty: 5212.845215
	Iteration 16Q: 3 clusters Score -4930334 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4930664.500000 Penalty: 5212.845215
	Iteration 17Q: 3 clusters Score -4930664 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4931001.000000 Penalty: 5212.845215
	Iteration 18Q: 3 clusters Score -4931001 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4931289.500000 Penalty: 5212.845215
	Iteration 19Q: 3 clusters Score -4931290 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4931648.500000 Penalty: 5212.845215
	Iteration 20F: 3 clusters Score -4931648 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -4931930.500000 Penalty: 5212.845215
	Iteration 21Q: 3 clusters Score -4931930 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4932166.000000 Penalty: 5212.845215
	Iteration 22Q: 3 clusters Score -4932166 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4932410.500000 Penalty: 5212.845215
	Iteration 23Q: 3 clusters Score -4932410 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4932660.000000 Penalty: 5212.845215
	Iteration 24Q: 3 clusters Score -4932660 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4932853.000000 Penalty: 5212.845215
	Iteration 25Q: 3 clusters Score -4932853 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4933029.500000 Penalty: 5212.845215
	Iteration 26Q: 3 clusters Score -4933030 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4933166.500000 Penalty: 5212.845215
	Iteration 27Q: 3 clusters Score -4933166 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4933249.000000 Penalty: 5212.845215
	Iteration 28Q: 3 clusters Score -4933249 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4933326.500000 Penalty: 5212.845215
	Iteration 29Q: 3 clusters Score -4933326 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4933404.000000 Penalty: 5212.845215
	Iteration 30Q: 3 clusters Score -4933404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4933441.000000 Penalty: 5212.845215
	Iteration 31Q: 3 clusters Score -4933441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4933487.000000 Penalty: 5212.845215
	Iteration 32Q: 3 clusters Score -4933487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4933514.000000 Penalty: 5212.845215
	Iteration 33Q: 3 clusters Score -4933514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4933532.500000 Penalty: 5212.845215
	Iteration 34Q: 3 clusters Score -4933532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4933550.500000 Penalty: 5212.845215
	Iteration 35Q: 3 clusters Score -4933550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4933559.500000 Penalty: 5212.845215
	Iteration 36Q: 3 clusters Score -4933560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4933574.500000 Penalty: 5212.845215
	Iteration 37Q: 3 clusters Score -4933574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4933569.500000 Penalty: 5212.845215
	Iteration 38Q: 3 clusters Score -4933570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4933576.500000 Penalty: 5212.845215
	Iteration 39Q: 3 clusters Score -4933576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4933573.000000 Penalty: 5212.845215
	Iteration 40F: 3 clusters Score -4933573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4933584.500000 Penalty: 5212.845215
	Iteration 41Q: 3 clusters Score -4933584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4933588.500000 Penalty: 5212.845215
	Iteration 42Q: 3 clusters Score -4933588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4933584.000000 Penalty: 5212.845215
	Iteration 43Q: 3 clusters Score -4933584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4933588.500000 Penalty: 5212.845215
	Iteration 44Q: 3 clusters Score -4933588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4933584.500000 Penalty: 5212.845215
	Iteration 45Q: 3 clusters Score -4933584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4933588.000000 Penalty: 5212.845215
	Iteration 46Q: 3 clusters Score -4933588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4933588.000000 Penalty: 5212.845215
	Iteration 47Q: 3 clusters Score -4933588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4933593.500000 Penalty: 5212.845215
	Iteration 48Q: 3 clusters Score -4933594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4933602.500000 Penalty: 5212.845215
	Iteration 49Q: 3 clusters Score -4933602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4933599.000000 Penalty: 5212.845215
	Iteration 50Q: 3 clusters Score -4933599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4933599.000000 Penalty: 5212.845215
	Iteration 51Q: 3 clusters Score -4933599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4933601.000000 Penalty: 5212.845215
	Iteration 52Q: 3 clusters Score -4933601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4933599.000000 Penalty: 5212.845215
	Iteration 53Q: 3 clusters Score -4933599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4933600.500000 Penalty: 5212.845215
	Iteration 54Q: 3 clusters Score -4933600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4933600.500000 Penalty: 5212.845215
	Iteration 55F: 3 clusters Score -4933600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (183878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183878 members 
Entering Unmasked Estep 
Score: -24423434.000000 Penalty: 3006.262695
	Iteration 0F: 2 clusters Score -2.442343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 91959 members 
Entering Unmasked Estep 
Score: -24303852.000000 Penalty: 6012.525391
	Iteration 0F: 3 clusters Score -2.430385e+07 nChanged 88179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 91894 members 
Entering Unmasked Estep 
Score: -24354494.000000 Penalty: 6012.525391
	Iteration 1F: 3 clusters Score -2.435449e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -24355710.000000 Penalty: 6012.525391
	Iteration 2Q: 3 clusters Score -2.435571e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -24357078.000000 Penalty: 6012.525391
	Iteration 3Q: 3 clusters Score -2.435708e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -24358834.000000 Penalty: 6012.525391
	Iteration 4Q: 3 clusters Score -2.435883e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -24361700.000000 Penalty: 6012.525391
	Iteration 5Q: 3 clusters Score -2.43617e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -24365732.000000 Penalty: 6012.525391
	Iteration 6Q: 3 clusters Score -2.436573e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -24371620.000000 Penalty: 6012.525391
	Iteration 7F: 3 clusters Score -2.437162e+07 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 106749 members 
Entering Unmasked Estep 
Score: -24380074.000000 Penalty: 6012.525391
	Iteration 8F: 3 clusters Score -2.438007e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -24391434.000000 Penalty: 6012.525391
	Iteration 9F: 3 clusters Score -2.439143e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -24402654.000000 Penalty: 6012.525391
	Iteration 10F: 3 clusters Score -2.440265e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 122875 members 
Entering Unmasked Estep 
Score: -24408170.000000 Penalty: 6012.525391
	Iteration 11Q: 3 clusters Score -2.440817e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 125770 members 
Entering Unmasked Estep 
Score: -24410304.000000 Penalty: 6012.525391
	Iteration 12Q: 3 clusters Score -2.44103e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 128217 members 
Entering Unmasked Estep 
Score: -24411526.000000 Penalty: 6012.525391
	Iteration 13Q: 3 clusters Score -2.441153e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 130456 members 
Entering Unmasked Estep 
Score: -24412328.000000 Penalty: 6012.525391
	Iteration 14Q: 3 clusters Score -2.441233e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 132521 members 
Entering Unmasked Estep 
Score: -24412956.000000 Penalty: 6012.525391
	Iteration 15Q: 3 clusters Score -2.441296e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 134550 members 
Entering Unmasked Estep 
Score: -24413628.000000 Penalty: 6012.525391
	Iteration 16Q: 3 clusters Score -2.441363e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 136554 members 
Entering Unmasked Estep 
Score: -24414282.000000 Penalty: 6012.525391
	Iteration 17Q: 3 clusters Score -2.441428e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 138511 members 
Entering Unmasked Estep 
Score: -24414746.000000 Penalty: 6012.525391
	Iteration 18Q: 3 clusters Score -2.441475e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 140425 members 
Entering Unmasked Estep 
Score: -24415292.000000 Penalty: 6012.525391
	Iteration 19Q: 3 clusters Score -2.441529e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 142325 members 
Entering Unmasked Estep 
Score: -24415608.000000 Penalty: 6012.525391
	Iteration 20F: 3 clusters Score -2.441561e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 144214 members 
Entering Unmasked Estep 
Score: -24416060.000000 Penalty: 6012.525391
	Iteration 21Q: 3 clusters Score -2.441606e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 146074 members 
Entering Unmasked Estep 
Score: -24416478.000000 Penalty: 6012.525391
	Iteration 22Q: 3 clusters Score -2.441648e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 147932 members 
Entering Unmasked Estep 
Score: -24417084.000000 Penalty: 6012.525391
	Iteration 23Q: 3 clusters Score -2.441708e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -24417566.000000 Penalty: 6012.525391
	Iteration 24Q: 3 clusters Score -2.441757e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 151512 members 
Entering Unmasked Estep 
Score: -24418162.000000 Penalty: 6012.525391
	Iteration 25Q: 3 clusters Score -2.441816e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
Score: -24418676.000000 Penalty: 6012.525391
	Iteration 26Q: 3 clusters Score -2.441868e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 155049 members 
Entering Unmasked Estep 
Score: -24419190.000000 Penalty: 6012.525391
	Iteration 27Q: 3 clusters Score -2.441919e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -24419624.000000 Penalty: 6012.525391
	Iteration 28Q: 3 clusters Score -2.441962e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -24420264.000000 Penalty: 6012.525391
	Iteration 29Q: 3 clusters Score -2.442026e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 160613 members 
Entering Unmasked Estep 
Score: -24420824.000000 Penalty: 6012.525391
	Iteration 30Q: 3 clusters Score -2.442082e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 162436 members 
Entering Unmasked Estep 
Score: -24421260.000000 Penalty: 6012.525391
	Iteration 31Q: 3 clusters Score -2.442126e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 164172 members 
Entering Unmasked Estep 
Score: -24421552.000000 Penalty: 6012.525391
	Iteration 32Q: 3 clusters Score -2.442155e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 165819 members 
Entering Unmasked Estep 
Score: -24422054.000000 Penalty: 6012.525391
	Iteration 33Q: 3 clusters Score -2.442205e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 167405 members 
Entering Unmasked Estep 
Score: -24422402.000000 Penalty: 6012.525391
	Iteration 34Q: 3 clusters Score -2.44224e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 168824 members 
Entering Unmasked Estep 
Score: -24422648.000000 Penalty: 6012.525391
	Iteration 35Q: 3 clusters Score -2.442265e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 170101 members 
Entering Unmasked Estep 
Score: -24423004.000000 Penalty: 6012.525391
	Iteration 36Q: 3 clusters Score -2.4423e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 171206 members 
Entering Unmasked Estep 
Score: -24423312.000000 Penalty: 6012.525391
	Iteration 37Q: 3 clusters Score -2.442331e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 172147 members 
Entering Unmasked Estep 
Score: -24423556.000000 Penalty: 6012.525391
	Iteration 38Q: 3 clusters Score -2.442356e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -24423724.000000 Penalty: 6012.525391
	Iteration 39Q: 3 clusters Score -2.442372e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 173611 members 
Entering Unmasked Estep 
Score: -24423992.000000 Penalty: 6012.525391
	Iteration 40F: 3 clusters Score -2.442399e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 174216 members 
Entering Unmasked Estep 
Score: -24424146.000000 Penalty: 6012.525391
	Iteration 41Q: 3 clusters Score -2.442415e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -24424230.000000 Penalty: 6012.525391
	Iteration 42Q: 3 clusters Score -2.442423e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 175150 members 
Entering Unmasked Estep 
Score: -24424234.000000 Penalty: 6012.525391
	Iteration 43Q: 3 clusters Score -2.442423e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 175523 members 
Entering Unmasked Estep 
Score: -24424260.000000 Penalty: 6012.525391
	Iteration 44Q: 3 clusters Score -2.442426e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 175842 members 
Entering Unmasked Estep 
Score: -24424312.000000 Penalty: 6012.525391
	Iteration 45Q: 3 clusters Score -2.442431e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 176120 members 
Entering Unmasked Estep 
Score: -24424322.000000 Penalty: 6012.525391
	Iteration 46Q: 3 clusters Score -2.442432e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 176333 members 
Entering Unmasked Estep 
Score: -24424346.000000 Penalty: 6012.525391
	Iteration 47Q: 3 clusters Score -2.442435e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 176519 members 
Entering Unmasked Estep 
Score: -24424310.000000 Penalty: 6012.525391
	Iteration 48Q: 3 clusters Score -2.442431e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -24424310.000000 Penalty: 6012.525391
	Iteration 49Q: 3 clusters Score -2.442431e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 176881 members 
Entering Unmasked Estep 
Score: -24424304.000000 Penalty: 6012.525391
	Iteration 50Q: 3 clusters Score -2.44243e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 177004 members 
Entering Unmasked Estep 
Score: -24424334.000000 Penalty: 6012.525391
	Iteration 51Q: 3 clusters Score -2.442433e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 177132 members 
Entering Unmasked Estep 
Score: -24424252.000000 Penalty: 6012.525391
	Iteration 52Q: 3 clusters Score -2.442425e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 177216 members 
Entering Unmasked Estep 
Score: -24424250.000000 Penalty: 6012.525391
	Iteration 53Q: 3 clusters Score -2.442425e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 177275 members 
Entering Unmasked Estep 
Score: -24424222.000000 Penalty: 6012.525391
	Iteration 54Q: 3 clusters Score -2.442422e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 177307 members 
Entering Unmasked Estep 
Score: -24424268.000000 Penalty: 6012.525391
	Iteration 55Q: 3 clusters Score -2.442427e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -24424254.000000 Penalty: 6012.525391
	Iteration 56Q: 3 clusters Score -2.442425e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 177413 members 
Entering Unmasked Estep 
Score: -24424258.000000 Penalty: 6012.525391
	Iteration 57Q: 3 clusters Score -2.442426e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -24424266.000000 Penalty: 6012.525391
	Iteration 58Q: 3 clusters Score -2.442427e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 177493 members 
Entering Unmasked Estep 
Score: -24424234.000000 Penalty: 6012.525391
	Iteration 59Q: 3 clusters Score -2.442423e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 177528 members 
Entering Unmasked Estep 
Score: -24424234.000000 Penalty: 6012.525391
	Iteration 60F: 3 clusters Score -2.442423e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 177566 members 
Entering Unmasked Estep 
Score: -24424226.000000 Penalty: 6012.525391
	Iteration 61Q: 3 clusters Score -2.442423e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 177604 members 
Entering Unmasked Estep 
Score: -24424220.000000 Penalty: 6012.525391
	Iteration 62Q: 3 clusters Score -2.442422e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 177647 members 
Entering Unmasked Estep 
Score: -24424208.000000 Penalty: 6012.525391
	Iteration 63Q: 3 clusters Score -2.442421e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 177688 members 
Entering Unmasked Estep 
Score: -24424176.000000 Penalty: 6012.525391
	Iteration 64Q: 3 clusters Score -2.442418e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 177710 members 
Entering Unmasked Estep 
Score: -24424166.000000 Penalty: 6012.525391
	Iteration 65Q: 3 clusters Score -2.442417e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 177735 members 
Entering Unmasked Estep 
Score: -24424202.000000 Penalty: 6012.525391
	Iteration 66Q: 3 clusters Score -2.44242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 177753 members 
Entering Unmasked Estep 
Score: -24424198.000000 Penalty: 6012.525391
	Iteration 67Q: 3 clusters Score -2.44242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 177765 members 
Entering Unmasked Estep 
Score: -24424194.000000 Penalty: 6012.525391
	Iteration 68Q: 3 clusters Score -2.442419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 177768 members 
Entering Unmasked Estep 
Score: -24424222.000000 Penalty: 6012.525391
	Iteration 69Q: 3 clusters Score -2.442422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 177771 members 
Entering Unmasked Estep 
Score: -24424206.000000 Penalty: 6012.525391
	Iteration 70Q: 3 clusters Score -2.442421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 177779 members 
Entering Unmasked Estep 
Score: -24424192.000000 Penalty: 6012.525391
	Iteration 71Q: 3 clusters Score -2.442419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 177787 members 
Entering Unmasked Estep 
Score: -24424218.000000 Penalty: 6012.525391
	Iteration 72Q: 3 clusters Score -2.442422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -24424212.000000 Penalty: 6012.525391
	Iteration 73Q: 3 clusters Score -2.442421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 177796 members 
Entering Unmasked Estep 
Score: -24424182.000000 Penalty: 6012.525391
	Iteration 74Q: 3 clusters Score -2.442418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 177798 members 
Entering Unmasked Estep 
Score: -24424204.000000 Penalty: 6012.525391
	Iteration 75Q: 3 clusters Score -2.44242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 177804 members 
Entering Unmasked Estep 
Score: -24424198.000000 Penalty: 6012.525391
	Iteration 76Q: 3 clusters Score -2.44242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 177815 members 
Entering Unmasked Estep 
Score: -24424182.000000 Penalty: 6012.525391
	Iteration 77Q: 3 clusters Score -2.442418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 177817 members 
Entering Unmasked Estep 
Score: -24424172.000000 Penalty: 6012.525391
	Iteration 78Q: 3 clusters Score -2.442417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 177820 members 
Entering Unmasked Estep 
Score: -24424184.000000 Penalty: 6012.525391
	Iteration 79Q: 3 clusters Score -2.442418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 177819 members 
Entering Unmasked Estep 
Score: -24424178.000000 Penalty: 6012.525391
	Iteration 80F: 3 clusters Score -2.442418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 177822 members 
Entering Unmasked Estep 
Score: -24424170.000000 Penalty: 6012.525391
	Iteration 81Q: 3 clusters Score -2.442417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 177819 members 
Entering Unmasked Estep 
Score: -24424170.000000 Penalty: 6012.525391
	Iteration 82Q: 3 clusters Score -2.442417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 177818 members 
Entering Unmasked Estep 
Score: -24424178.000000 Penalty: 6012.525391
	Iteration 83Q: 3 clusters Score -2.442418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 177819 members 
Entering Unmasked Estep 
Score: -24424186.000000 Penalty: 6012.525391
	Iteration 84Q: 3 clusters Score -2.442419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 177822 members 
Entering Unmasked Estep 
Score: -24424198.000000 Penalty: 6012.525391
	Iteration 85Q: 3 clusters Score -2.44242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 177824 members 
Entering Unmasked Estep 
Score: -24424184.000000 Penalty: 6012.525391
	Iteration 86Q: 3 clusters Score -2.442418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 177825 members 
Entering Unmasked Estep 
Score: -24424178.000000 Penalty: 6012.525391
	Iteration 87Q: 3 clusters Score -2.442418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 177826 members 
Entering Unmasked Estep 
Score: -24424166.000000 Penalty: 6012.525391
	Iteration 88Q: 3 clusters Score -2.442417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 177825 members 
Entering Unmasked Estep 
Score: -24424174.000000 Penalty: 6012.525391
	Iteration 89Q: 3 clusters Score -2.442417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 177824 members 
Entering Unmasked Estep 
Score: -24424174.000000 Penalty: 6012.525391
	Iteration 90Q: 3 clusters Score -2.442417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 177822 members 
Entering Unmasked Estep 
Score: -24424172.000000 Penalty: 6012.525391
	Iteration 91Q: 3 clusters Score -2.442417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 177824 members 
Entering Unmasked Estep 
Score: -24424180.000000 Penalty: 6012.525391
	Iteration 92Q: 3 clusters Score -2.442418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 177824 members 
Entering Unmasked Estep 
Score: -24424180.000000 Penalty: 6012.525391
	Iteration 93F: 3 clusters Score -2.442418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 201723 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 130898 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 39959 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 59042 members 
Mstep: Class 14 contains 36672 members 
Mstep: Class 15 contains 6054 members 
Mstep: Class 16 contains 159227 members 
Mstep: Class 17 contains 25060 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 62220 members 
Mstep: Class 21 contains 27638 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 1834 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 287 members 
Mstep: Class 26 contains 177824 members 
Entering Unmasked Estep 
Score: -133192568.000000 Penalty: 89259.242188
Splitting cluster 15 changes total score from -133185768.000000 to -133192568.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (159227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159227 members 
Entering Unmasked Estep 
Score: -21195792.000000 Penalty: 2970.565430
	Iteration 0F: 2 clusters Score -2.119579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -21089446.000000 Penalty: 5941.130859
	Iteration 0F: 3 clusters Score -2.108945e+07 nChanged 76398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -21133746.000000 Penalty: 5941.130859
	Iteration 1F: 3 clusters Score -2.113375e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -21134482.000000 Penalty: 5941.130859
	Iteration 2Q: 3 clusters Score -2.113448e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -21135456.000000 Penalty: 5941.130859
	Iteration 3Q: 3 clusters Score -2.113546e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90417 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -21137188.000000 Penalty: 5941.130859
	Iteration 4Q: 3 clusters Score -2.113719e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -21140054.000000 Penalty: 5941.130859
	Iteration 5Q: 3 clusters Score -2.114005e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -21144962.000000 Penalty: 5941.130859
	Iteration 6F: 3 clusters Score -2.114496e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115879 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -21153526.000000 Penalty: 5941.130859
	Iteration 7F: 3 clusters Score -2.115353e+07 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129202 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -21165002.000000 Penalty: 5941.130859
	Iteration 8F: 3 clusters Score -2.1165e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -21177120.000000 Penalty: 5941.130859
	Iteration 9F: 3 clusters Score -2.117712e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -21185760.000000 Penalty: 5941.130859
	Iteration 10F: 3 clusters Score -2.118576e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155626 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -21190192.000000 Penalty: 5941.130859
	Iteration 11Q: 3 clusters Score -2.119019e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157691 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21191930.000000 Penalty: 5941.130859
	Iteration 12Q: 3 clusters Score -2.119193e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158459 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -21192592.000000 Penalty: 5941.130859
	Iteration 13Q: 3 clusters Score -2.119259e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21192848.000000 Penalty: 5941.130859
	Iteration 14Q: 3 clusters Score -2.119285e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -21192982.000000 Penalty: 5941.130859
	Iteration 15Q: 3 clusters Score -2.119298e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21193040.000000 Penalty: 5941.130859
	Iteration 16Q: 3 clusters Score -2.119304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21193074.000000 Penalty: 5941.130859
	Iteration 17Q: 3 clusters Score -2.119307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21193102.000000 Penalty: 5941.130859
	Iteration 18Q: 3 clusters Score -2.11931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158874 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21193110.000000 Penalty: 5941.130859
	Iteration 19Q: 3 clusters Score -2.119311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158884 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21193124.000000 Penalty: 5941.130859
	Iteration 20F: 3 clusters Score -2.119312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21193142.000000 Penalty: 5941.130859
	Iteration 21Q: 3 clusters Score -2.119314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21193148.000000 Penalty: 5941.130859
	Iteration 22Q: 3 clusters Score -2.119315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158896 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21193138.000000 Penalty: 5941.130859
	Iteration 23Q: 3 clusters Score -2.119314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158898 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21193146.000000 Penalty: 5941.130859
	Iteration 24Q: 3 clusters Score -2.119315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158900 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -21193138.000000 Penalty: 5941.130859
	Iteration 25Q: 3 clusters Score -2.119314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158901 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21193144.000000 Penalty: 5941.130859
	Iteration 26Q: 3 clusters Score -2.119314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158901 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21193134.000000 Penalty: 5941.130859
	Iteration 27Q: 3 clusters Score -2.119313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158901 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21193134.000000 Penalty: 5941.130859
	Iteration 28F: 3 clusters Score -2.119313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Entering Unmasked Estep 
Score: -3370262.750000 Penalty: 2511.999023
	Iteration 0F: 2 clusters Score -3370263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3352902.000000 Penalty: 5023.998047
	Iteration 0F: 3 clusters Score -3352902 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3359155.750000 Penalty: 5023.998047
	Iteration 1F: 3 clusters Score -3359156 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3359760.750000 Penalty: 5023.998047
	Iteration 2F: 3 clusters Score -3359761 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3360506.500000 Penalty: 5023.998047
	Iteration 3F: 3 clusters Score -3360506 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3361440.500000 Penalty: 5023.998047
	Iteration 4F: 3 clusters Score -3361440 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3362542.250000 Penalty: 5023.998047
	Iteration 5F: 3 clusters Score -3362542 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3363827.500000 Penalty: 5023.998047
	Iteration 6F: 3 clusters Score -3363828 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3365162.500000 Penalty: 5023.998047
	Iteration 7F: 3 clusters Score -3365162 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3366371.750000 Penalty: 5023.998047
	Iteration 8F: 3 clusters Score -3366372 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3367304.000000 Penalty: 5023.998047
	Iteration 9F: 3 clusters Score -3367304 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3368067.000000 Penalty: 5023.998047
	Iteration 10Q: 3 clusters Score -3368067 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3368649.500000 Penalty: 5023.998047
	Iteration 11Q: 3 clusters Score -3368650 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3369050.250000 Penalty: 5023.998047
	Iteration 12Q: 3 clusters Score -3369050 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3369313.000000 Penalty: 5023.998047
	Iteration 13Q: 3 clusters Score -3369313 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3369492.250000 Penalty: 5023.998047
	Iteration 14Q: 3 clusters Score -3369492 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3369588.500000 Penalty: 5023.998047
	Iteration 15Q: 3 clusters Score -3369588 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3369669.750000 Penalty: 5023.998047
	Iteration 16Q: 3 clusters Score -3369670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3369716.250000 Penalty: 5023.998047
	Iteration 17Q: 3 clusters Score -3369716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3369743.750000 Penalty: 5023.998047
	Iteration 18Q: 3 clusters Score -3369744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3369772.000000 Penalty: 5023.998047
	Iteration 19Q: 3 clusters Score -3369772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3369784.500000 Penalty: 5023.998047
	Iteration 20F: 3 clusters Score -3369784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3369788.000000 Penalty: 5023.998047
	Iteration 21Q: 3 clusters Score -3369788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3369798.750000 Penalty: 5023.998047
	Iteration 22Q: 3 clusters Score -3369799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3369802.750000 Penalty: 5023.998047
	Iteration 23Q: 3 clusters Score -3369803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -3369809.500000 Penalty: 5023.998047
	Iteration 24Q: 3 clusters Score -3369810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3369812.250000 Penalty: 5023.998047
	Iteration 25Q: 3 clusters Score -3369812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3369811.000000 Penalty: 5023.998047
	Iteration 26Q: 3 clusters Score -3369811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3369817.750000 Penalty: 5023.998047
	Iteration 27Q: 3 clusters Score -3369818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3369815.750000 Penalty: 5023.998047
	Iteration 28Q: 3 clusters Score -3369816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3369815.750000 Penalty: 5023.998047
	Iteration 29F: 3 clusters Score -3369816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Entering Unmasked Estep 
Score: -980006.437500 Penalty: 2219.732178
	Iteration 0F: 2 clusters Score -980006.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -973821.562500 Penalty: 4439.464355
	Iteration 0F: 3 clusters Score -973821.6 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -975735.312500 Penalty: 4439.464355
	Iteration 1F: 3 clusters Score -975735.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -976486.875000 Penalty: 4439.464355
	Iteration 2F: 3 clusters Score -976486.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -977408.687500 Penalty: 4439.464355
	Iteration 3F: 3 clusters Score -977408.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -978181.125000 Penalty: 4439.464355
	Iteration 4F: 3 clusters Score -978181.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -978611.875000 Penalty: 4439.464355
	Iteration 5F: 3 clusters Score -978611.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -978869.125000 Penalty: 4439.464355
	Iteration 6Q: 3 clusters Score -978869.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -979020.000000 Penalty: 4439.464355
	Iteration 7Q: 3 clusters Score -979020 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -979101.812500 Penalty: 4439.464355
	Iteration 8Q: 3 clusters Score -979101.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -979151.250000 Penalty: 4439.464355
	Iteration 9Q: 3 clusters Score -979151.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -979178.375000 Penalty: 4439.464355
	Iteration 10Q: 3 clusters Score -979178.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -979198.125000 Penalty: 4439.464355
	Iteration 11Q: 3 clusters Score -979198.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -979206.437500 Penalty: 4439.464355
	Iteration 12Q: 3 clusters Score -979206.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -979210.250000 Penalty: 4439.464355
	Iteration 13Q: 3 clusters Score -979210.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -979214.187500 Penalty: 4439.464355
	Iteration 14Q: 3 clusters Score -979214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -979215.062500 Penalty: 4439.464355
	Iteration 15Q: 3 clusters Score -979215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -979217.187500 Penalty: 4439.464355
	Iteration 16Q: 3 clusters Score -979217.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -979220.875000 Penalty: 4439.464355
	Iteration 17Q: 3 clusters Score -979220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -979226.000000 Penalty: 4439.464355
	Iteration 18Q: 3 clusters Score -979226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -979224.250000 Penalty: 4439.464355
	Iteration 19Q: 3 clusters Score -979224.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -979225.125000 Penalty: 4439.464355
	Iteration 20F: 3 clusters Score -979225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -979226.937500 Penalty: 4439.464355
	Iteration 21Q: 3 clusters Score -979226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -979226.250000 Penalty: 4439.464355
	Iteration 22Q: 3 clusters Score -979226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -979228.187500 Penalty: 4439.464355
	Iteration 23Q: 3 clusters Score -979228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -979228.437500 Penalty: 4439.464355
	Iteration 24Q: 3 clusters Score -979228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -979231.625000 Penalty: 4439.464355
	Iteration 25Q: 3 clusters Score -979231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -979230.562500 Penalty: 4439.464355
	Iteration 26Q: 3 clusters Score -979230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -979230.750000 Penalty: 4439.464355
	Iteration 27Q: 3 clusters Score -979230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -979232.562500 Penalty: 4439.464355
	Iteration 28Q: 3 clusters Score -979232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -979233.437500 Penalty: 4439.464355
	Iteration 29Q: 3 clusters Score -979233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -979233.250000 Penalty: 4439.464355
	Iteration 30Q: 3 clusters Score -979233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -979232.937500 Penalty: 4439.464355
	Iteration 31Q: 3 clusters Score -979232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -979233.187500 Penalty: 4439.464355
	Iteration 32Q: 3 clusters Score -979233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -979233.187500 Penalty: 4439.464355
	Iteration 33F: 3 clusters Score -979233.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Entering Unmasked Estep 
Score: -1299168.750000 Penalty: 2288.296387
	Iteration 0F: 2 clusters Score -1299169 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 5063 members 
Entering Unmasked Estep 
Score: -1291390.250000 Penalty: 4576.592773
	Iteration 0F: 3 clusters Score -1291390 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1293649.125000 Penalty: 4576.592773
	Iteration 1F: 3 clusters Score -1293649 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1294063.500000 Penalty: 4576.592773
	Iteration 2F: 3 clusters Score -1294064 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1294479.250000 Penalty: 4576.592773
	Iteration 3F: 3 clusters Score -1294479 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1294848.625000 Penalty: 4576.592773
	Iteration 4F: 3 clusters Score -1294849 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1295264.250000 Penalty: 4576.592773
	Iteration 5F: 3 clusters Score -1295264 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1295692.125000 Penalty: 4576.592773
	Iteration 6F: 3 clusters Score -1295692 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1296102.625000 Penalty: 4576.592773
	Iteration 7F: 3 clusters Score -1296103 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1296464.500000 Penalty: 4576.592773
	Iteration 8Q: 3 clusters Score -1296464 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1296803.500000 Penalty: 4576.592773
	Iteration 9Q: 3 clusters Score -1296804 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1297056.625000 Penalty: 4576.592773
	Iteration 10Q: 3 clusters Score -1297057 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1297217.500000 Penalty: 4576.592773
	Iteration 11Q: 3 clusters Score -1297218 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1297320.000000 Penalty: 4576.592773
	Iteration 12Q: 3 clusters Score -1297320 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1297398.500000 Penalty: 4576.592773
	Iteration 13Q: 3 clusters Score -1297398 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1297462.625000 Penalty: 4576.592773
	Iteration 14Q: 3 clusters Score -1297463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1297503.250000 Penalty: 4576.592773
	Iteration 15Q: 3 clusters Score -1297503 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1297539.500000 Penalty: 4576.592773
	Iteration 16Q: 3 clusters Score -1297540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1297578.500000 Penalty: 4576.592773
	Iteration 17Q: 3 clusters Score -1297578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1297614.375000 Penalty: 4576.592773
	Iteration 18Q: 3 clusters Score -1297614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1297649.625000 Penalty: 4576.592773
	Iteration 19Q: 3 clusters Score -1297650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1297674.000000 Penalty: 4576.592773
	Iteration 20F: 3 clusters Score -1297674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1297696.500000 Penalty: 4576.592773
	Iteration 21Q: 3 clusters Score -1297696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1297711.750000 Penalty: 4576.592773
	Iteration 22Q: 3 clusters Score -1297712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1297724.000000 Penalty: 4576.592773
	Iteration 23Q: 3 clusters Score -1297724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1297725.875000 Penalty: 4576.592773
	Iteration 24Q: 3 clusters Score -1297726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1297729.750000 Penalty: 4576.592773
	Iteration 25Q: 3 clusters Score -1297730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1297728.875000 Penalty: 4576.592773
	Iteration 26Q: 3 clusters Score -1297729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1297731.750000 Penalty: 4576.592773
	Iteration 27Q: 3 clusters Score -1297732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1297731.625000 Penalty: 4576.592773
	Iteration 28Q: 3 clusters Score -1297732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1297732.000000 Penalty: 4576.592773
	Iteration 29Q: 3 clusters Score -1297732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1297736.000000 Penalty: 4576.592773
	Iteration 30Q: 3 clusters Score -1297736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1297735.875000 Penalty: 4576.592773
	Iteration 31Q: 3 clusters Score -1297736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1297736.750000 Penalty: 4576.592773
	Iteration 32Q: 3 clusters Score -1297737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1297737.500000 Penalty: 4576.592773
	Iteration 33Q: 3 clusters Score -1297738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1297738.625000 Penalty: 4576.592773
	Iteration 34Q: 3 clusters Score -1297739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1297738.625000 Penalty: 4576.592773
	Iteration 35Q: 3 clusters Score -1297739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1297742.375000 Penalty: 4576.592773
	Iteration 36Q: 3 clusters Score -1297742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1297746.500000 Penalty: 4576.592773
	Iteration 37Q: 3 clusters Score -1297746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1297751.125000 Penalty: 4576.592773
	Iteration 38Q: 3 clusters Score -1297751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1297751.250000 Penalty: 4576.592773
	Iteration 39Q: 3 clusters Score -1297751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1297755.500000 Penalty: 4576.592773
	Iteration 40F: 3 clusters Score -1297756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1297757.875000 Penalty: 4576.592773
	Iteration 41Q: 3 clusters Score -1297758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1297759.125000 Penalty: 4576.592773
	Iteration 42Q: 3 clusters Score -1297759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1297760.250000 Penalty: 4576.592773
	Iteration 43Q: 3 clusters Score -1297760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1297759.750000 Penalty: 4576.592773
	Iteration 44Q: 3 clusters Score -1297760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1297760.875000 Penalty: 4576.592773
	Iteration 45Q: 3 clusters Score -1297761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1297760.250000 Penalty: 4576.592773
	Iteration 46Q: 3 clusters Score -1297760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1297760.250000 Penalty: 4576.592773
	Iteration 47F: 3 clusters Score -1297760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Entering Unmasked Estep 
Score: -8114530.000000 Penalty: 2737.531250
	Iteration 0F: 2 clusters Score -8114530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -8072788.500000 Penalty: 5475.062500
	Iteration 0F: 3 clusters Score -8072788 nChanged 29134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -8089074.000000 Penalty: 5475.062500
	Iteration 1F: 3 clusters Score -8089074 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -8089671.000000 Penalty: 5475.062500
	Iteration 2Q: 3 clusters Score -8089671 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -8090282.500000 Penalty: 5475.062500
	Iteration 3Q: 3 clusters Score -8090282 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -8091015.500000 Penalty: 5475.062500
	Iteration 4Q: 3 clusters Score -8091016 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -8092047.500000 Penalty: 5475.062500
	Iteration 5Q: 3 clusters Score -8092048 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -8093558.500000 Penalty: 5475.062500
	Iteration 6Q: 3 clusters Score -8093558 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -8095919.000000 Penalty: 5475.062500
	Iteration 7F: 3 clusters Score -8095919 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8099409.500000 Penalty: 5475.062500
	Iteration 8F: 3 clusters Score -8099410 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -8103270.000000 Penalty: 5475.062500
	Iteration 9F: 3 clusters Score -8103270 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -8106421.000000 Penalty: 5475.062500
	Iteration 10F: 3 clusters Score -8106421 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -8108654.000000 Penalty: 5475.062500
	Iteration 11Q: 3 clusters Score -8108654 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -8110034.500000 Penalty: 5475.062500
	Iteration 12Q: 3 clusters Score -8110034 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -8110850.500000 Penalty: 5475.062500
	Iteration 13Q: 3 clusters Score -8110850 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -8111349.000000 Penalty: 5475.062500
	Iteration 14Q: 3 clusters Score -8111349 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -8111630.500000 Penalty: 5475.062500
	Iteration 15Q: 3 clusters Score -8111630 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -8111822.500000 Penalty: 5475.062500
	Iteration 16Q: 3 clusters Score -8111822 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -8111993.500000 Penalty: 5475.062500
	Iteration 17Q: 3 clusters Score -8111994 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -8112084.500000 Penalty: 5475.062500
	Iteration 18Q: 3 clusters Score -8112084 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -8112154.500000 Penalty: 5475.062500
	Iteration 19Q: 3 clusters Score -8112154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -8112210.500000 Penalty: 5475.062500
	Iteration 20F: 3 clusters Score -8112210 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -8112240.500000 Penalty: 5475.062500
	Iteration 21Q: 3 clusters Score -8112240 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -8112269.000000 Penalty: 5475.062500
	Iteration 22Q: 3 clusters Score -8112269 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -8112301.000000 Penalty: 5475.062500
	Iteration 23Q: 3 clusters Score -8112301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -8112315.500000 Penalty: 5475.062500
	Iteration 24Q: 3 clusters Score -8112316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -8112335.000000 Penalty: 5475.062500
	Iteration 25Q: 3 clusters Score -8112335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -8112335.000000 Penalty: 5475.062500
	Iteration 26Q: 3 clusters Score -8112335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -8112340.500000 Penalty: 5475.062500
	Iteration 27Q: 3 clusters Score -8112340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -8112358.000000 Penalty: 5475.062500
	Iteration 28Q: 3 clusters Score -8112358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 60404 members 
Entering Unmasked Estep 
Score: -8112351.000000 Penalty: 5475.062500
	Iteration 29Q: 3 clusters Score -8112351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -8112366.000000 Penalty: 5475.062500
	Iteration 30Q: 3 clusters Score -8112366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -8112378.500000 Penalty: 5475.062500
	Iteration 31Q: 3 clusters Score -8112378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -8112381.000000 Penalty: 5475.062500
	Iteration 32Q: 3 clusters Score -8112381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -8112387.000000 Penalty: 5475.062500
	Iteration 33Q: 3 clusters Score -8112387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -8112392.000000 Penalty: 5475.062500
	Iteration 34Q: 3 clusters Score -8112392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -8112394.500000 Penalty: 5475.062500
	Iteration 35Q: 3 clusters Score -8112394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -8112388.000000 Penalty: 5475.062500
	Iteration 36Q: 3 clusters Score -8112388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -8112386.000000 Penalty: 5475.062500
	Iteration 37Q: 3 clusters Score -8112386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -8112392.000000 Penalty: 5475.062500
	Iteration 38Q: 3 clusters Score -8112392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -8112396.500000 Penalty: 5475.062500
	Iteration 39Q: 3 clusters Score -8112396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -8112398.000000 Penalty: 5475.062500
	Iteration 40F: 3 clusters Score -8112398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -8112394.500000 Penalty: 5475.062500
	Iteration 41Q: 3 clusters Score -8112394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -8112402.000000 Penalty: 5475.062500
	Iteration 42Q: 3 clusters Score -8112402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -8112392.500000 Penalty: 5475.062500
	Iteration 43Q: 3 clusters Score -8112392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -8112408.000000 Penalty: 5475.062500
	Iteration 44Q: 3 clusters Score -8112408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -8112406.500000 Penalty: 5475.062500
	Iteration 45Q: 3 clusters Score -8112406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -8112414.500000 Penalty: 5475.062500
	Iteration 46Q: 3 clusters Score -8112414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -8112408.500000 Penalty: 5475.062500
	Iteration 47Q: 3 clusters Score -8112408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -8112407.500000 Penalty: 5475.062500
	Iteration 48Q: 3 clusters Score -8112408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -8112410.000000 Penalty: 5475.062500
	Iteration 49Q: 3 clusters Score -8112410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -8112412.500000 Penalty: 5475.062500
	Iteration 50Q: 3 clusters Score -8112412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -8112412.500000 Penalty: 5475.062500
	Iteration 51F: 3 clusters Score -8112412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Entering Unmasked Estep 
Score: -3673657.000000 Penalty: 2536.282715
	Iteration 0F: 2 clusters Score -3673657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3654644.000000 Penalty: 5072.565430
	Iteration 0F: 3 clusters Score -3654644 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3661140.000000 Penalty: 5072.565430
	Iteration 1F: 3 clusters Score -3661140 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3661569.000000 Penalty: 5072.565430
	Iteration 2Q: 3 clusters Score -3661569 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3662006.000000 Penalty: 5072.565430
	Iteration 3Q: 3 clusters Score -3662006 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3662594.750000 Penalty: 5072.565430
	Iteration 4Q: 3 clusters Score -3662595 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3663478.000000 Penalty: 5072.565430
	Iteration 5F: 3 clusters Score -3663478 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3664704.500000 Penalty: 5072.565430
	Iteration 6F: 3 clusters Score -3664704 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3666447.500000 Penalty: 5072.565430
	Iteration 7F: 3 clusters Score -3666448 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3668413.500000 Penalty: 5072.565430
	Iteration 8F: 3 clusters Score -3668414 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3669939.000000 Penalty: 5072.565430
	Iteration 9F: 3 clusters Score -3669939 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3670687.500000 Penalty: 5072.565430
	Iteration 10Q: 3 clusters Score -3670688 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3671048.750000 Penalty: 5072.565430
	Iteration 11Q: 3 clusters Score -3671049 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3671208.000000 Penalty: 5072.565430
	Iteration 12Q: 3 clusters Score -3671208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3671304.000000 Penalty: 5072.565430
	Iteration 13Q: 3 clusters Score -3671304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3671347.000000 Penalty: 5072.565430
	Iteration 14Q: 3 clusters Score -3671347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3671372.750000 Penalty: 5072.565430
	Iteration 15Q: 3 clusters Score -3671373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3671385.750000 Penalty: 5072.565430
	Iteration 16Q: 3 clusters Score -3671386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3671403.500000 Penalty: 5072.565430
	Iteration 17Q: 3 clusters Score -3671404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3671411.750000 Penalty: 5072.565430
	Iteration 18Q: 3 clusters Score -3671412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3671416.750000 Penalty: 5072.565430
	Iteration 19Q: 3 clusters Score -3671417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3671423.000000 Penalty: 5072.565430
	Iteration 20F: 3 clusters Score -3671423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3671426.250000 Penalty: 5072.565430
	Iteration 21Q: 3 clusters Score -3671426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3671429.250000 Penalty: 5072.565430
	Iteration 22Q: 3 clusters Score -3671429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3671427.250000 Penalty: 5072.565430
	Iteration 23Q: 3 clusters Score -3671427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3671427.500000 Penalty: 5072.565430
	Iteration 24Q: 3 clusters Score -3671428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3671433.250000 Penalty: 5072.565430
	Iteration 25Q: 3 clusters Score -3671433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3671437.500000 Penalty: 5072.565430
	Iteration 26Q: 3 clusters Score -3671438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3671438.500000 Penalty: 5072.565430
	Iteration 27Q: 3 clusters Score -3671438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3671438.500000 Penalty: 5072.565430
	Iteration 28F: 3 clusters Score -3671438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 201723 members 
Mstep: Class 5 contains 45874 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 130898 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 39959 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 59042 members 
Mstep: Class 14 contains 36672 members 
Mstep: Class 15 contains 6054 members 
Mstep: Class 16 contains 159227 members 
Mstep: Class 17 contains 25060 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 62220 members 
Mstep: Class 21 contains 27638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133197680.000000 Penalty: 89259.242188
Iteration 39Q: 27 clusters Score -1.331977e+08 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 9943 members 
Mstep: Class 3 contains 15085 members 
Mstep: Class 4 contains 201626 members 
Mstep: Class 5 contains 45959 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 128351 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 40007 members 
Mstep: Class 12 contains 2413 members 
Mstep: Class 13 contains 58079 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 7554 members 
Mstep: Class 16 contains 164362 members 
Mstep: Class 17 contains 25075 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 10198 members 
Mstep: Class 20 contains 61784 members 
Mstep: Class 21 contains 27897 members 
Mstep: Class 22 contains 1195 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 174032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133203488.000000 Penalty: 89259.242188
Iteration 40F: 27 clusters Score -1.332035e+08 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 15157 members 
Mstep: Class 4 contains 201162 members 
Mstep: Class 5 contains 45882 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 123897 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 39732 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 57198 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 16 contains 169494 members 
Mstep: Class 17 contains 25030 members 
Mstep: Class 18 contains 7544 members 
Mstep: Class 19 contains 10227 members 
Mstep: Class 20 contains 60439 members 
Mstep: Class 21 contains 28251 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2192 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 305 members 
Mstep: Class 26 contains 173811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133207400.000000 Penalty: 89259.242188
Iteration 41Q: 27 clusters Score -1.332074e+08 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 10257 members 
Mstep: Class 3 contains 15279 members 
Mstep: Class 4 contains 200699 members 
Mstep: Class 5 contains 45811 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 119632 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 39507 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 56607 members 
Mstep: Class 14 contains 36346 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 175151 members 
Mstep: Class 17 contains 25023 members 
Mstep: Class 18 contains 7445 members 
Mstep: Class 19 contains 10221 members 
Mstep: Class 20 contains 59327 members 
Mstep: Class 21 contains 28534 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2437 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 310 members 
Mstep: Class 26 contains 172731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133210776.000000 Penalty: 89259.242188
Iteration 42Q: 27 clusters Score -1.332108e+08 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10380 members 
Mstep: Class 3 contains 15466 members 
Mstep: Class 4 contains 200197 members 
Mstep: Class 5 contains 45711 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 260 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 115496 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 39288 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 56125 members 
Mstep: Class 14 contains 36304 members 
Mstep: Class 15 contains 11032 members 
Mstep: Class 16 contains 181509 members 
Mstep: Class 17 contains 25014 members 
Mstep: Class 18 contains 7349 members 
Mstep: Class 19 contains 10190 members 
Mstep: Class 20 contains 58302 members 
Mstep: Class 21 contains 28794 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 738 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 170914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133213168.000000 Penalty: 89259.242188
Iteration 43Q: 27 clusters Score -1.332132e+08 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 15674 members 
Mstep: Class 4 contains 199719 members 
Mstep: Class 5 contains 45610 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 111468 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 38987 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 55658 members 
Mstep: Class 14 contains 36260 members 
Mstep: Class 15 contains 12140 members 
Mstep: Class 16 contains 188506 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 18 contains 7263 members 
Mstep: Class 19 contains 10157 members 
Mstep: Class 20 contains 57353 members 
Mstep: Class 21 contains 29044 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2657 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 168365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133215504.000000 Penalty: 89259.242188
Iteration 44Q: 27 clusters Score -1.332155e+08 nChanged 15288
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 15836 members 
Mstep: Class 4 contains 199277 members 
Mstep: Class 5 contains 45574 members 
Mstep: Class 6 contains 1313 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 107636 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 38710 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 55193 members 
Mstep: Class 14 contains 36247 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 196027 members 
Mstep: Class 17 contains 25027 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 10124 members 
Mstep: Class 20 contains 56480 members 
Mstep: Class 21 contains 29345 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2707 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 319 members 
Mstep: Class 26 contains 164874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216176.000000 Penalty: 89259.242188
Iteration 45Q: 27 clusters Score -1.332162e+08 nChanged 16143
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10980 members 
Mstep: Class 3 contains 15983 members 
Mstep: Class 4 contains 198873 members 
Mstep: Class 5 contains 45566 members 
Mstep: Class 6 contains 1326 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 103986 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 38385 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 54785 members 
Mstep: Class 14 contains 36271 members 
Mstep: Class 15 contains 14291 members 
Mstep: Class 16 contains 203944 members 
Mstep: Class 17 contains 25022 members 
Mstep: Class 18 contains 7133 members 
Mstep: Class 19 contains 10094 members 
Mstep: Class 20 contains 55706 members 
Mstep: Class 21 contains 29624 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 160725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217920.000000 Penalty: 89259.242188
Iteration 46Q: 27 clusters Score -1.332179e+08 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 16097 members 
Mstep: Class 4 contains 198528 members 
Mstep: Class 5 contains 45553 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1481 members 
Mstep: Class 9 contains 100518 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 38095 members 
Mstep: Class 12 contains 3524 members 
Mstep: Class 13 contains 54372 members 
Mstep: Class 14 contains 36268 members 
Mstep: Class 15 contains 15352 members 
Mstep: Class 16 contains 211593 members 
Mstep: Class 17 contains 25029 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 10055 members 
Mstep: Class 20 contains 54963 members 
Mstep: Class 21 contains 29843 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2746 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 156691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217896.000000 Penalty: 89259.242188
Iteration 47Q: 27 clusters Score -1.332179e+08 nChanged 17297
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 16184 members 
Mstep: Class 4 contains 198212 members 
Mstep: Class 5 contains 45585 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 97320 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37746 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 54004 members 
Mstep: Class 14 contains 36296 members 
Mstep: Class 15 contains 16346 members 
Mstep: Class 16 contains 218400 members 
Mstep: Class 17 contains 25049 members 
Mstep: Class 18 contains 7017 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 54354 members 
Mstep: Class 21 contains 30074 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2751 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 153061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216888.000000 Penalty: 89259.242188
Iteration 48Q: 27 clusters Score -1.332169e+08 nChanged 17215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 16277 members 
Mstep: Class 4 contains 197916 members 
Mstep: Class 5 contains 45625 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1474 members 
Mstep: Class 9 contains 94461 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37496 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 53670 members 
Mstep: Class 14 contains 36340 members 
Mstep: Class 15 contains 17294 members 
Mstep: Class 16 contains 223875 members 
Mstep: Class 17 contains 25071 members 
Mstep: Class 18 contains 6957 members 
Mstep: Class 19 contains 10006 members 
Mstep: Class 20 contains 53838 members 
Mstep: Class 21 contains 30298 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2754 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 150181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133215592.000000 Penalty: 89259.242188
Iteration 49Q: 27 clusters Score -1.332156e+08 nChanged 15967
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12126 members 
Mstep: Class 3 contains 16366 members 
Mstep: Class 4 contains 197625 members 
Mstep: Class 5 contains 45724 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 92132 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 53368 members 
Mstep: Class 14 contains 36415 members 
Mstep: Class 15 contains 18172 members 
Mstep: Class 16 contains 227305 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 53451 members 
Mstep: Class 21 contains 30561 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2758 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 148506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214000.000000 Penalty: 89259.242188
Iteration 50Q: 27 clusters Score -1.33214e+08 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 12467 members 
Mstep: Class 3 contains 16431 members 
Mstep: Class 4 contains 197377 members 
Mstep: Class 5 contains 45851 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 90170 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37203 members 
Mstep: Class 12 contains 3627 members 
Mstep: Class 13 contains 53059 members 
Mstep: Class 14 contains 36558 members 
Mstep: Class 15 contains 18968 members 
Mstep: Class 16 contains 228785 members 
Mstep: Class 17 contains 25245 members 
Mstep: Class 18 contains 6857 members 
Mstep: Class 19 contains 9926 members 
Mstep: Class 20 contains 53166 members 
Mstep: Class 21 contains 30839 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 148142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133212512.000000 Penalty: 89259.242188
Iteration 51Q: 27 clusters Score -1.332125e+08 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 12797 members 
Mstep: Class 3 contains 16517 members 
Mstep: Class 4 contains 197182 members 
Mstep: Class 5 contains 45982 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 88484 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37197 members 
Mstep: Class 12 contains 3637 members 
Mstep: Class 13 contains 52737 members 
Mstep: Class 14 contains 36676 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 228656 members 
Mstep: Class 17 contains 25365 members 
Mstep: Class 18 contains 6813 members 
Mstep: Class 19 contains 9892 members 
Mstep: Class 20 contains 52898 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2754 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 149013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133212752.000000 Penalty: 89259.242188
Iteration 52Q: 27 clusters Score -1.332128e+08 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13093 members 
Mstep: Class 3 contains 16597 members 
Mstep: Class 4 contains 197015 members 
Mstep: Class 5 contains 46082 members 
Mstep: Class 6 contains 1354 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 87123 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37194 members 
Mstep: Class 12 contains 3644 members 
Mstep: Class 13 contains 52380 members 
Mstep: Class 14 contains 36842 members 
Mstep: Class 15 contains 20330 members 
Mstep: Class 16 contains 227301 members 
Mstep: Class 17 contains 25508 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 52634 members 
Mstep: Class 21 contains 31502 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2752 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 150790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133213616.000000 Penalty: 89259.242188
Iteration 53Q: 27 clusters Score -1.332136e+08 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13343 members 
Mstep: Class 3 contains 16665 members 
Mstep: Class 4 contains 196853 members 
Mstep: Class 5 contains 46154 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 9 contains 85977 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37214 members 
Mstep: Class 12 contains 3652 members 
Mstep: Class 13 contains 52113 members 
Mstep: Class 14 contains 37023 members 
Mstep: Class 15 contains 20921 members 
Mstep: Class 16 contains 224940 members 
Mstep: Class 17 contains 25623 members 
Mstep: Class 18 contains 6717 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 20 contains 52361 members 
Mstep: Class 21 contains 31874 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2738 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 153391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133213904.000000 Penalty: 89259.242188
Iteration 54Q: 27 clusters Score -1.332139e+08 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 13560 members 
Mstep: Class 3 contains 16741 members 
Mstep: Class 4 contains 196679 members 
Mstep: Class 5 contains 46230 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 9 contains 84963 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37245 members 
Mstep: Class 12 contains 3657 members 
Mstep: Class 13 contains 51851 members 
Mstep: Class 14 contains 37172 members 
Mstep: Class 15 contains 21493 members 
Mstep: Class 16 contains 222036 members 
Mstep: Class 17 contains 25722 members 
Mstep: Class 18 contains 6665 members 
Mstep: Class 19 contains 9817 members 
Mstep: Class 20 contains 52060 members 
Mstep: Class 21 contains 32203 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 156581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133215344.000000 Penalty: 89259.242188
Iteration 55Q: 27 clusters Score -1.332153e+08 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 16835 members 
Mstep: Class 4 contains 196496 members 
Mstep: Class 5 contains 46275 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 269 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 9 contains 83964 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37241 members 
Mstep: Class 12 contains 3657 members 
Mstep: Class 13 contains 51587 members 
Mstep: Class 14 contains 37324 members 
Mstep: Class 15 contains 22053 members 
Mstep: Class 16 contains 218996 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 6611 members 
Mstep: Class 19 contains 9785 members 
Mstep: Class 20 contains 51759 members 
Mstep: Class 21 contains 32537 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 160052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216312.000000 Penalty: 89259.242188
Iteration 56Q: 27 clusters Score -1.332163e+08 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 13879 members 
Mstep: Class 3 contains 16922 members 
Mstep: Class 4 contains 196337 members 
Mstep: Class 5 contains 46307 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 9 contains 82934 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37232 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 51328 members 
Mstep: Class 14 contains 37432 members 
Mstep: Class 15 contains 22562 members 
Mstep: Class 16 contains 215678 members 
Mstep: Class 17 contains 25839 members 
Mstep: Class 18 contains 6569 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 51454 members 
Mstep: Class 21 contains 32880 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 163944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217776.000000 Penalty: 89259.242188
Iteration 57Q: 27 clusters Score -1.332178e+08 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 16987 members 
Mstep: Class 4 contains 196181 members 
Mstep: Class 5 contains 46307 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 81906 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 37142 members 
Mstep: Class 12 contains 3656 members 
Mstep: Class 13 contains 51101 members 
Mstep: Class 14 contains 37485 members 
Mstep: Class 15 contains 23049 members 
Mstep: Class 16 contains 212339 members 
Mstep: Class 17 contains 25852 members 
Mstep: Class 18 contains 6526 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 51183 members 
Mstep: Class 21 contains 33231 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 168022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218864.000000 Penalty: 89259.242188
Iteration 58Q: 27 clusters Score -1.332189e+08 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 14127 members 
Mstep: Class 3 contains 17057 members 
Mstep: Class 4 contains 196071 members 
Mstep: Class 5 contains 46255 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 80827 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 3652 members 
Mstep: Class 13 contains 50880 members 
Mstep: Class 14 contains 37510 members 
Mstep: Class 15 contains 23548 members 
Mstep: Class 16 contains 208952 members 
Mstep: Class 17 contains 25828 members 
Mstep: Class 18 contains 6483 members 
Mstep: Class 19 contains 9718 members 
Mstep: Class 20 contains 50897 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 172374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220824.000000 Penalty: 89259.242188
Iteration 59Q: 27 clusters Score -1.332208e+08 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 14215 members 
Mstep: Class 3 contains 17141 members 
Mstep: Class 4 contains 195936 members 
Mstep: Class 5 contains 46218 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 79778 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 36793 members 
Mstep: Class 12 contains 3651 members 
Mstep: Class 13 contains 50633 members 
Mstep: Class 14 contains 37512 members 
Mstep: Class 15 contains 24093 members 
Mstep: Class 16 contains 205498 members 
Mstep: Class 17 contains 25791 members 
Mstep: Class 18 contains 6446 members 
Mstep: Class 19 contains 9702 members 
Mstep: Class 20 contains 50584 members 
Mstep: Class 21 contains 33889 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2671 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 176864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222352.000000 Penalty: 89259.242188
Iteration 60F: 27 clusters Score -1.332224e+08 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 14276 members 
Mstep: Class 3 contains 17200 members 
Mstep: Class 4 contains 195763 members 
Mstep: Class 5 contains 46147 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 78618 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 36527 members 
Mstep: Class 12 contains 3647 members 
Mstep: Class 13 contains 50292 members 
Mstep: Class 14 contains 37481 members 
Mstep: Class 15 contains 24945 members 
Mstep: Class 16 contains 202182 members 
Mstep: Class 17 contains 25736 members 
Mstep: Class 18 contains 6411 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 50271 members 
Mstep: Class 21 contains 34251 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2656 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 181311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222960.000000 Penalty: 89259.242188
Iteration 61Q: 27 clusters Score -1.33223e+08 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 17266 members 
Mstep: Class 4 contains 195579 members 
Mstep: Class 5 contains 46069 members 
Mstep: Class 6 contains 1358 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 77505 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 36255 members 
Mstep: Class 12 contains 3641 members 
Mstep: Class 13 contains 49998 members 
Mstep: Class 14 contains 37461 members 
Mstep: Class 15 contains 25815 members 
Mstep: Class 16 contains 198714 members 
Mstep: Class 17 contains 25671 members 
Mstep: Class 18 contains 6374 members 
Mstep: Class 19 contains 9668 members 
Mstep: Class 20 contains 49987 members 
Mstep: Class 21 contains 34592 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 185796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223736.000000 Penalty: 89259.242188
Iteration 62Q: 27 clusters Score -1.332237e+08 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 14381 members 
Mstep: Class 3 contains 17340 members 
Mstep: Class 4 contains 195422 members 
Mstep: Class 5 contains 46004 members 
Mstep: Class 6 contains 1360 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 76438 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 35914 members 
Mstep: Class 12 contains 3639 members 
Mstep: Class 13 contains 49658 members 
Mstep: Class 14 contains 37429 members 
Mstep: Class 15 contains 26726 members 
Mstep: Class 16 contains 195200 members 
Mstep: Class 17 contains 25614 members 
Mstep: Class 18 contains 6339 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 49729 members 
Mstep: Class 21 contains 34958 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 190290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224512.000000 Penalty: 89259.242188
Iteration 63Q: 27 clusters Score -1.332245e+08 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 14394 members 
Mstep: Class 3 contains 17438 members 
Mstep: Class 4 contains 195285 members 
Mstep: Class 5 contains 45924 members 
Mstep: Class 6 contains 1360 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 75431 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 35588 members 
Mstep: Class 12 contains 3636 members 
Mstep: Class 13 contains 49343 members 
Mstep: Class 14 contains 37370 members 
Mstep: Class 15 contains 27630 members 
Mstep: Class 16 contains 191714 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 9631 members 
Mstep: Class 20 contains 49527 members 
Mstep: Class 21 contains 35307 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2601 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 194645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225416.000000 Penalty: 89259.242188
Iteration 64Q: 27 clusters Score -1.332254e+08 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 14398 members 
Mstep: Class 3 contains 17532 members 
Mstep: Class 4 contains 195152 members 
Mstep: Class 5 contains 45831 members 
Mstep: Class 6 contains 1361 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 74500 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 35249 members 
Mstep: Class 12 contains 3631 members 
Mstep: Class 13 contains 49066 members 
Mstep: Class 14 contains 37329 members 
Mstep: Class 15 contains 28512 members 
Mstep: Class 16 contains 188315 members 
Mstep: Class 17 contains 25483 members 
Mstep: Class 18 contains 6274 members 
Mstep: Class 19 contains 9611 members 
Mstep: Class 20 contains 49326 members 
Mstep: Class 21 contains 35655 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 198862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225560.000000 Penalty: 89259.242188
Iteration 65Q: 27 clusters Score -1.332256e+08 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14381 members 
Mstep: Class 3 contains 17616 members 
Mstep: Class 4 contains 195023 members 
Mstep: Class 5 contains 45733 members 
Mstep: Class 6 contains 1366 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 73719 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 34876 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 13 contains 48764 members 
Mstep: Class 14 contains 37273 members 
Mstep: Class 15 contains 29421 members 
Mstep: Class 16 contains 184981 members 
Mstep: Class 17 contains 25404 members 
Mstep: Class 18 contains 6247 members 
Mstep: Class 19 contains 9591 members 
Mstep: Class 20 contains 49153 members 
Mstep: Class 21 contains 35963 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225752.000000 Penalty: 89259.242188
Iteration 66Q: 27 clusters Score -1.332258e+08 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 17693 members 
Mstep: Class 4 contains 194910 members 
Mstep: Class 5 contains 45644 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 73014 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 34511 members 
Mstep: Class 12 contains 3623 members 
Mstep: Class 13 contains 48459 members 
Mstep: Class 14 contains 37224 members 
Mstep: Class 15 contains 30307 members 
Mstep: Class 16 contains 181944 members 
Mstep: Class 17 contains 25335 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 49039 members 
Mstep: Class 21 contains 36286 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 206593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226416.000000 Penalty: 89259.242188
Iteration 67Q: 27 clusters Score -1.332264e+08 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14271 members 
Mstep: Class 3 contains 17765 members 
Mstep: Class 4 contains 194847 members 
Mstep: Class 5 contains 45576 members 
Mstep: Class 6 contains 1368 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 72369 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 34178 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 48184 members 
Mstep: Class 14 contains 37188 members 
Mstep: Class 15 contains 31117 members 
Mstep: Class 16 contains 179266 members 
Mstep: Class 17 contains 25251 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 19 contains 9558 members 
Mstep: Class 20 contains 48977 members 
Mstep: Class 21 contains 36584 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 209768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226224.000000 Penalty: 89259.242188
Iteration 68Q: 27 clusters Score -1.332262e+08 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 14175 members 
Mstep: Class 3 contains 17833 members 
Mstep: Class 4 contains 194828 members 
Mstep: Class 5 contains 45512 members 
Mstep: Class 6 contains 1369 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 71759 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 33833 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 47895 members 
Mstep: Class 14 contains 37131 members 
Mstep: Class 15 contains 31920 members 
Mstep: Class 16 contains 177279 members 
Mstep: Class 17 contains 25216 members 
Mstep: Class 18 contains 6156 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 48940 members 
Mstep: Class 21 contains 36872 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 212180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225944.000000 Penalty: 89259.242188
Iteration 69Q: 27 clusters Score -1.332259e+08 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 14070 members 
Mstep: Class 3 contains 17891 members 
Mstep: Class 4 contains 194750 members 
Mstep: Class 5 contains 45511 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 71234 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 33522 members 
Mstep: Class 12 contains 3614 members 
Mstep: Class 13 contains 47629 members 
Mstep: Class 14 contains 37108 members 
Mstep: Class 15 contains 32692 members 
Mstep: Class 16 contains 175996 members 
Mstep: Class 17 contains 25173 members 
Mstep: Class 18 contains 6117 members 
Mstep: Class 19 contains 9513 members 
Mstep: Class 20 contains 48896 members 
Mstep: Class 21 contains 37169 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 213789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225648.000000 Penalty: 89259.242188
Iteration 70Q: 27 clusters Score -1.332256e+08 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13939 members 
Mstep: Class 3 contains 17950 members 
Mstep: Class 4 contains 194659 members 
Mstep: Class 5 contains 45495 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 70766 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 33257 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 47423 members 
Mstep: Class 14 contains 37066 members 
Mstep: Class 15 contains 33331 members 
Mstep: Class 16 contains 175393 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 9495 members 
Mstep: Class 20 contains 48811 members 
Mstep: Class 21 contains 37458 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 214781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226248.000000 Penalty: 89259.242188
Iteration 71Q: 27 clusters Score -1.332262e+08 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 13813 members 
Mstep: Class 3 contains 18009 members 
Mstep: Class 4 contains 194601 members 
Mstep: Class 5 contains 45509 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 70418 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 32941 members 
Mstep: Class 12 contains 3604 members 
Mstep: Class 13 contains 47214 members 
Mstep: Class 14 contains 37059 members 
Mstep: Class 15 contains 33929 members 
Mstep: Class 16 contains 175459 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 6045 members 
Mstep: Class 19 contains 9487 members 
Mstep: Class 20 contains 48711 members 
Mstep: Class 21 contains 37748 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 214953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226072.000000 Penalty: 89259.242188
Iteration 72Q: 27 clusters Score -1.332261e+08 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 18062 members 
Mstep: Class 4 contains 194555 members 
Mstep: Class 5 contains 45506 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 70140 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 32630 members 
Mstep: Class 12 contains 3600 members 
Mstep: Class 13 contains 47029 members 
Mstep: Class 14 contains 37070 members 
Mstep: Class 15 contains 34457 members 
Mstep: Class 16 contains 176163 members 
Mstep: Class 17 contains 25185 members 
Mstep: Class 18 contains 6003 members 
Mstep: Class 19 contains 9478 members 
Mstep: Class 20 contains 48612 members 
Mstep: Class 21 contains 38056 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2516 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 214465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226768.000000 Penalty: 89259.242188
Iteration 73Q: 27 clusters Score -1.332268e+08 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 13527 members 
Mstep: Class 3 contains 18119 members 
Mstep: Class 4 contains 194499 members 
Mstep: Class 5 contains 45503 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 69882 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 32313 members 
Mstep: Class 12 contains 3593 members 
Mstep: Class 13 contains 46846 members 
Mstep: Class 14 contains 37094 members 
Mstep: Class 15 contains 34925 members 
Mstep: Class 16 contains 177406 members 
Mstep: Class 17 contains 25211 members 
Mstep: Class 18 contains 5960 members 
Mstep: Class 19 contains 9472 members 
Mstep: Class 20 contains 48484 members 
Mstep: Class 21 contains 38343 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 213501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227112.000000 Penalty: 89259.242188
Iteration 74Q: 27 clusters Score -1.332271e+08 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13399 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 194455 members 
Mstep: Class 5 contains 45481 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 69693 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 32039 members 
Mstep: Class 12 contains 3586 members 
Mstep: Class 13 contains 46635 members 
Mstep: Class 14 contains 37127 members 
Mstep: Class 15 contains 35415 members 
Mstep: Class 16 contains 179073 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 5920 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 48328 members 
Mstep: Class 21 contains 38653 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 212000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227616.000000 Penalty: 89259.242188
Iteration 75Q: 27 clusters Score -1.332276e+08 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 13310 members 
Mstep: Class 3 contains 18219 members 
Mstep: Class 4 contains 194415 members 
Mstep: Class 5 contains 45440 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 69501 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 31786 members 
Mstep: Class 12 contains 3583 members 
Mstep: Class 13 contains 46427 members 
Mstep: Class 14 contains 37163 members 
Mstep: Class 15 contains 35912 members 
Mstep: Class 16 contains 181094 members 
Mstep: Class 17 contains 25261 members 
Mstep: Class 18 contains 5881 members 
Mstep: Class 19 contains 9461 members 
Mstep: Class 20 contains 48170 members 
Mstep: Class 21 contains 38962 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 210094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227768.000000 Penalty: 89259.242188
Iteration 76Q: 27 clusters Score -1.332278e+08 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13230 members 
Mstep: Class 3 contains 18294 members 
Mstep: Class 4 contains 194349 members 
Mstep: Class 5 contains 45399 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 69352 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 31525 members 
Mstep: Class 12 contains 3578 members 
Mstep: Class 13 contains 46194 members 
Mstep: Class 14 contains 37167 members 
Mstep: Class 15 contains 36396 members 
Mstep: Class 16 contains 183389 members 
Mstep: Class 17 contains 25286 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 47988 members 
Mstep: Class 21 contains 39277 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 207949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227880.000000 Penalty: 89259.242188
Iteration 77Q: 27 clusters Score -1.332279e+08 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13167 members 
Mstep: Class 3 contains 18371 members 
Mstep: Class 4 contains 194304 members 
Mstep: Class 5 contains 45371 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 69181 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 31254 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 45990 members 
Mstep: Class 14 contains 37190 members 
Mstep: Class 15 contains 36810 members 
Mstep: Class 16 contains 185867 members 
Mstep: Class 17 contains 25314 members 
Mstep: Class 18 contains 5814 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 20 contains 47843 members 
Mstep: Class 21 contains 39587 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 2516 members 
Mstep: Class 24 contains 736 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 205598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227952.000000 Penalty: 89259.242188
Iteration 78Q: 27 clusters Score -1.33228e+08 nChanged 4919
Entering ConstructFrom: 
Score: -133227952.000000 Penalty: 89259.242188
Entering ConstructFrom: 
Trying to split cluster 1 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -580650.125000 Penalty: 2091.315430
	Iteration 0F: 2 clusters Score -580650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -576433.562500 Penalty: 4182.630859
	Iteration 0F: 3 clusters Score -576433.6 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -577576.500000 Penalty: 4182.630859
	Iteration 1F: 3 clusters Score -577576.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -578051.125000 Penalty: 4182.630859
	Iteration 2F: 3 clusters Score -578051.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -578587.812500 Penalty: 4182.630859
	Iteration 3F: 3 clusters Score -578587.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -579172.250000 Penalty: 4182.630859
	Iteration 4F: 3 clusters Score -579172.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -579685.500000 Penalty: 4182.630859
	Iteration 5F: 3 clusters Score -579685.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -580017.062500 Penalty: 4182.630859
	Iteration 6F: 3 clusters Score -580017.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -580188.500000 Penalty: 4182.630859
	Iteration 7Q: 3 clusters Score -580188.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -580281.562500 Penalty: 4182.630859
	Iteration 8Q: 3 clusters Score -580281.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -580357.937500 Penalty: 4182.630859
	Iteration 9Q: 3 clusters Score -580357.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -580419.062500 Penalty: 4182.630859
	Iteration 10Q: 3 clusters Score -580419.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -580480.250000 Penalty: 4182.630859
	Iteration 11Q: 3 clusters Score -580480.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -580529.375000 Penalty: 4182.630859
	Iteration 12Q: 3 clusters Score -580529.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -580593.437500 Penalty: 4182.630859
	Iteration 13Q: 3 clusters Score -580593.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -580631.250000 Penalty: 4182.630859
	Iteration 14Q: 3 clusters Score -580631.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -580655.312500 Penalty: 4182.630859
	Iteration 15Q: 3 clusters Score -580655.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -580674.437500 Penalty: 4182.630859
	Iteration 16Q: 3 clusters Score -580674.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -580688.062500 Penalty: 4182.630859
	Iteration 17Q: 3 clusters Score -580688.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -580697.937500 Penalty: 4182.630859
	Iteration 18Q: 3 clusters Score -580697.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -580704.500000 Penalty: 4182.630859
	Iteration 19Q: 3 clusters Score -580704.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -580712.562500 Penalty: 4182.630859
	Iteration 20F: 3 clusters Score -580712.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -580715.062500 Penalty: 4182.630859
	Iteration 21Q: 3 clusters Score -580715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -580718.812500 Penalty: 4182.630859
	Iteration 22Q: 3 clusters Score -580718.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -580721.750000 Penalty: 4182.630859
	Iteration 23Q: 3 clusters Score -580721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -580724.375000 Penalty: 4182.630859
	Iteration 24Q: 3 clusters Score -580724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -580725.562500 Penalty: 4182.630859
	Iteration 25Q: 3 clusters Score -580725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -580725.875000 Penalty: 4182.630859
	Iteration 26Q: 3 clusters Score -580725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -580725.812500 Penalty: 4182.630859
	Iteration 27Q: 3 clusters Score -580725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -580727.000000 Penalty: 4182.630859
	Iteration 28Q: 3 clusters Score -580727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -580726.750000 Penalty: 4182.630859
	Iteration 29Q: 3 clusters Score -580726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -580727.000000 Penalty: 4182.630859
	Iteration 30Q: 3 clusters Score -580727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -580727.500000 Penalty: 4182.630859
	Iteration 31Q: 3 clusters Score -580727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -580729.750000 Penalty: 4182.630859
	Iteration 32Q: 3 clusters Score -580729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -580729.500000 Penalty: 4182.630859
	Iteration 33Q: 3 clusters Score -580729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -580729.000000 Penalty: 4182.630859
	Iteration 34Q: 3 clusters Score -580729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -580729.000000 Penalty: 4182.630859
	Iteration 35F: 3 clusters Score -580729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 194271 members 
Mstep: Class 5 contains 45346 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 68993 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 30982 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 45778 members 
Mstep: Class 14 contains 37205 members 
Mstep: Class 15 contains 37183 members 
Mstep: Class 16 contains 188423 members 
Mstep: Class 17 contains 25319 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 47715 members 
Mstep: Class 21 contains 39915 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 736 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 203195 members 
Mstep: Class 27 contains 2267 members 
Entering Unmasked Estep 
Score: -133226392.000000 Penalty: 92692.289062
Splitting cluster 1 changes total score from -133227952.000000 to -133226392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1769448.875000 Penalty: 2351.433838
	Iteration 0F: 2 clusters Score -1769449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1759781.000000 Penalty: 4702.867676
	Iteration 0F: 3 clusters Score -1759781 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1762736.125000 Penalty: 4702.867676
	Iteration 1F: 3 clusters Score -1762736 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1763053.125000 Penalty: 4702.867676
	Iteration 2F: 3 clusters Score -1763053 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1763312.500000 Penalty: 4702.867676
	Iteration 3Q: 3 clusters Score -1763312 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1763552.125000 Penalty: 4702.867676
	Iteration 4Q: 3 clusters Score -1763552 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1763788.250000 Penalty: 4702.867676
	Iteration 5Q: 3 clusters Score -1763788 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1764045.250000 Penalty: 4702.867676
	Iteration 6Q: 3 clusters Score -1764045 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1764360.125000 Penalty: 4702.867676
	Iteration 7Q: 3 clusters Score -1764360 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1764681.250000 Penalty: 4702.867676
	Iteration 8Q: 3 clusters Score -1764681 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1765007.625000 Penalty: 4702.867676
	Iteration 9Q: 3 clusters Score -1765008 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1765319.500000 Penalty: 4702.867676
	Iteration 10Q: 3 clusters Score -1765320 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1765587.875000 Penalty: 4702.867676
	Iteration 11Q: 3 clusters Score -1765588 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1765787.625000 Penalty: 4702.867676
	Iteration 12Q: 3 clusters Score -1765788 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1765923.625000 Penalty: 4702.867676
	Iteration 13Q: 3 clusters Score -1765924 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1766036.500000 Penalty: 4702.867676
	Iteration 14Q: 3 clusters Score -1766036 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1766117.500000 Penalty: 4702.867676
	Iteration 15Q: 3 clusters Score -1766118 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1766171.000000 Penalty: 4702.867676
	Iteration 16Q: 3 clusters Score -1766171 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1766211.750000 Penalty: 4702.867676
	Iteration 17Q: 3 clusters Score -1766212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1766245.625000 Penalty: 4702.867676
	Iteration 18Q: 3 clusters Score -1766246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1766262.750000 Penalty: 4702.867676
	Iteration 19Q: 3 clusters Score -1766263 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1766290.750000 Penalty: 4702.867676
	Iteration 20F: 3 clusters Score -1766291 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1766308.750000 Penalty: 4702.867676
	Iteration 21Q: 3 clusters Score -1766309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1766315.875000 Penalty: 4702.867676
	Iteration 22Q: 3 clusters Score -1766316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1766321.500000 Penalty: 4702.867676
	Iteration 23Q: 3 clusters Score -1766322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1766331.750000 Penalty: 4702.867676
	Iteration 24Q: 3 clusters Score -1766332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1766337.375000 Penalty: 4702.867676
	Iteration 25Q: 3 clusters Score -1766337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1766342.250000 Penalty: 4702.867676
	Iteration 26Q: 3 clusters Score -1766342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1766350.750000 Penalty: 4702.867676
	Iteration 27Q: 3 clusters Score -1766351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1766357.750000 Penalty: 4702.867676
	Iteration 28Q: 3 clusters Score -1766358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1766356.750000 Penalty: 4702.867676
	Iteration 29Q: 3 clusters Score -1766357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1766362.875000 Penalty: 4702.867676
	Iteration 30Q: 3 clusters Score -1766363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1766364.625000 Penalty: 4702.867676
	Iteration 31Q: 3 clusters Score -1766365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1766364.000000 Penalty: 4702.867676
	Iteration 32Q: 3 clusters Score -1766364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1766365.750000 Penalty: 4702.867676
	Iteration 33Q: 3 clusters Score -1766366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1766367.500000 Penalty: 4702.867676
	Iteration 34Q: 3 clusters Score -1766368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1766370.750000 Penalty: 4702.867676
	Iteration 35Q: 3 clusters Score -1766371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1766371.000000 Penalty: 4702.867676
	Iteration 36Q: 3 clusters Score -1766371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1766376.625000 Penalty: 4702.867676
	Iteration 37Q: 3 clusters Score -1766377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1766375.000000 Penalty: 4702.867676
	Iteration 38Q: 3 clusters Score -1766375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1766376.625000 Penalty: 4702.867676
	Iteration 39Q: 3 clusters Score -1766377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1766374.625000 Penalty: 4702.867676
	Iteration 40F: 3 clusters Score -1766375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1766376.125000 Penalty: 4702.867676
	Iteration 41Q: 3 clusters Score -1766376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1766379.500000 Penalty: 4702.867676
	Iteration 42Q: 3 clusters Score -1766380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1766380.375000 Penalty: 4702.867676
	Iteration 43Q: 3 clusters Score -1766380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1766381.750000 Penalty: 4702.867676
	Iteration 44Q: 3 clusters Score -1766382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1766384.500000 Penalty: 4702.867676
	Iteration 45Q: 3 clusters Score -1766384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1766384.875000 Penalty: 4702.867676
	Iteration 46Q: 3 clusters Score -1766385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1766386.250000 Penalty: 4702.867676
	Iteration 47Q: 3 clusters Score -1766386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1766380.375000 Penalty: 4702.867676
	Iteration 48Q: 3 clusters Score -1766380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1766381.125000 Penalty: 4702.867676
	Iteration 49Q: 3 clusters Score -1766381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1766378.500000 Penalty: 4702.867676
	Iteration 50Q: 3 clusters Score -1766378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1766378.500000 Penalty: 4702.867676
	Iteration 51Q: 3 clusters Score -1766378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1766380.250000 Penalty: 4702.867676
	Iteration 52Q: 3 clusters Score -1766380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1766382.125000 Penalty: 4702.867676
	Iteration 53Q: 3 clusters Score -1766382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1766383.375000 Penalty: 4702.867676
	Iteration 54Q: 3 clusters Score -1766383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1766381.500000 Penalty: 4702.867676
	Iteration 55Q: 3 clusters Score -1766382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1766383.000000 Penalty: 4702.867676
	Iteration 56Q: 3 clusters Score -1766383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1766382.500000 Penalty: 4702.867676
	Iteration 57Q: 3 clusters Score -1766382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1766382.500000 Penalty: 4702.867676
	Iteration 58F: 3 clusters Score -1766382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Entering Unmasked Estep 
Score: -2299951.000000 Penalty: 2436.005615
	Iteration 0F: 2 clusters Score -2299951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2286784.750000 Penalty: 4872.011230
	Iteration 0F: 3 clusters Score -2286785 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2291121.250000 Penalty: 4872.011230
	Iteration 1F: 3 clusters Score -2291121 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2291474.750000 Penalty: 4872.011230
	Iteration 2F: 3 clusters Score -2291475 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2291764.250000 Penalty: 4872.011230
	Iteration 3Q: 3 clusters Score -2291764 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2292025.500000 Penalty: 4872.011230
	Iteration 4Q: 3 clusters Score -2292026 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2292313.500000 Penalty: 4872.011230
	Iteration 5Q: 3 clusters Score -2292314 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2292586.250000 Penalty: 4872.011230
	Iteration 6Q: 3 clusters Score -2292586 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2292851.000000 Penalty: 4872.011230
	Iteration 7Q: 3 clusters Score -2292851 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2293224.000000 Penalty: 4872.011230
	Iteration 8Q: 3 clusters Score -2293224 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2293674.000000 Penalty: 4872.011230
	Iteration 9Q: 3 clusters Score -2293674 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2294237.250000 Penalty: 4872.011230
	Iteration 10Q: 3 clusters Score -2294237 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2294913.250000 Penalty: 4872.011230
	Iteration 11F: 3 clusters Score -2294913 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2295595.500000 Penalty: 4872.011230
	Iteration 12Q: 3 clusters Score -2295596 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2296244.000000 Penalty: 4872.011230
	Iteration 13Q: 3 clusters Score -2296244 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2296830.500000 Penalty: 4872.011230
	Iteration 14Q: 3 clusters Score -2296830 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2297316.500000 Penalty: 4872.011230
	Iteration 15Q: 3 clusters Score -2297316 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2297631.250000 Penalty: 4872.011230
	Iteration 16Q: 3 clusters Score -2297631 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2297807.250000 Penalty: 4872.011230
	Iteration 17Q: 3 clusters Score -2297807 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2297913.500000 Penalty: 4872.011230
	Iteration 18Q: 3 clusters Score -2297914 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2297997.500000 Penalty: 4872.011230
	Iteration 19Q: 3 clusters Score -2297998 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2298056.000000 Penalty: 4872.011230
	Iteration 20F: 3 clusters Score -2298056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2298090.750000 Penalty: 4872.011230
	Iteration 21Q: 3 clusters Score -2298091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2298120.000000 Penalty: 4872.011230
	Iteration 22Q: 3 clusters Score -2298120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2298141.250000 Penalty: 4872.011230
	Iteration 23Q: 3 clusters Score -2298141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2298163.750000 Penalty: 4872.011230
	Iteration 24Q: 3 clusters Score -2298164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2298180.000000 Penalty: 4872.011230
	Iteration 25Q: 3 clusters Score -2298180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2298192.500000 Penalty: 4872.011230
	Iteration 26Q: 3 clusters Score -2298192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2298191.000000 Penalty: 4872.011230
	Iteration 27Q: 3 clusters Score -2298191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2298196.000000 Penalty: 4872.011230
	Iteration 28Q: 3 clusters Score -2298196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2298196.500000 Penalty: 4872.011230
	Iteration 29Q: 3 clusters Score -2298196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2298198.250000 Penalty: 4872.011230
	Iteration 30Q: 3 clusters Score -2298198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2298198.250000 Penalty: 4872.011230
	Iteration 31F: 3 clusters Score -2298198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194271 members 
Entering Unmasked Estep 
Score: -25683234.000000 Penalty: 3019.898438
	Iteration 0F: 2 clusters Score -2.568323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 96934 members 
Entering Unmasked Estep 
Score: -25574864.000000 Penalty: 6039.796875
	Iteration 0F: 3 clusters Score -2.557486e+07 nChanged 93263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -25628334.000000 Penalty: 6039.796875
	Iteration 1F: 3 clusters Score -2.562833e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -25629506.000000 Penalty: 6039.796875
	Iteration 2Q: 3 clusters Score -2.562951e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -25631154.000000 Penalty: 6039.796875
	Iteration 3Q: 3 clusters Score -2.563115e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113403 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -25633482.000000 Penalty: 6039.796875
	Iteration 4Q: 3 clusters Score -2.563348e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121712 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -25637126.000000 Penalty: 6039.796875
	Iteration 5F: 3 clusters Score -2.563713e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -25643378.000000 Penalty: 6039.796875
	Iteration 6F: 3 clusters Score -2.564338e+07 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145366 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -25651670.000000 Penalty: 6039.796875
	Iteration 7F: 3 clusters Score -2.565167e+07 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -25662106.000000 Penalty: 6039.796875
	Iteration 8F: 3 clusters Score -2.566211e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170631 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -25671032.000000 Penalty: 6039.796875
	Iteration 9F: 3 clusters Score -2.567103e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180465 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -25676666.000000 Penalty: 6039.796875
	Iteration 10F: 3 clusters Score -2.567667e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187180 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -25679182.000000 Penalty: 6039.796875
	Iteration 11Q: 3 clusters Score -2.567918e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190919 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -25679926.000000 Penalty: 6039.796875
	Iteration 12Q: 3 clusters Score -2.567993e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192721 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -25680166.000000 Penalty: 6039.796875
	Iteration 13Q: 3 clusters Score -2.568017e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193429 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -25680322.000000 Penalty: 6039.796875
	Iteration 14Q: 3 clusters Score -2.568032e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193709 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -25680404.000000 Penalty: 6039.796875
	Iteration 15Q: 3 clusters Score -2.56804e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193822 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -25680464.000000 Penalty: 6039.796875
	Iteration 16Q: 3 clusters Score -2.568046e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193877 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -25680514.000000 Penalty: 6039.796875
	Iteration 17Q: 3 clusters Score -2.568051e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193901 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -25680520.000000 Penalty: 6039.796875
	Iteration 18Q: 3 clusters Score -2.568052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193917 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25680540.000000 Penalty: 6039.796875
	Iteration 19Q: 3 clusters Score -2.568054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193932 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25680588.000000 Penalty: 6039.796875
	Iteration 20F: 3 clusters Score -2.568059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193942 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -25680622.000000 Penalty: 6039.796875
	Iteration 21Q: 3 clusters Score -2.568062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193947 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25680636.000000 Penalty: 6039.796875
	Iteration 22Q: 3 clusters Score -2.568064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193944 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25680654.000000 Penalty: 6039.796875
	Iteration 23Q: 3 clusters Score -2.568065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193950 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25680660.000000 Penalty: 6039.796875
	Iteration 24Q: 3 clusters Score -2.568066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193955 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25680668.000000 Penalty: 6039.796875
	Iteration 25Q: 3 clusters Score -2.568067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193958 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -25680672.000000 Penalty: 6039.796875
	Iteration 26Q: 3 clusters Score -2.568067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193957 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25680674.000000 Penalty: 6039.796875
	Iteration 27Q: 3 clusters Score -2.568067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193958 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -25680688.000000 Penalty: 6039.796875
	Iteration 28Q: 3 clusters Score -2.568069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193965 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25680696.000000 Penalty: 6039.796875
	Iteration 29Q: 3 clusters Score -2.56807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25680700.000000 Penalty: 6039.796875
	Iteration 30Q: 3 clusters Score -2.56807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25680710.000000 Penalty: 6039.796875
	Iteration 31Q: 3 clusters Score -2.568071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25680696.000000 Penalty: 6039.796875
	Iteration 32Q: 3 clusters Score -2.56807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193966 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25680720.000000 Penalty: 6039.796875
	Iteration 33Q: 3 clusters Score -2.568072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193965 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25680716.000000 Penalty: 6039.796875
	Iteration 34Q: 3 clusters Score -2.568072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193964 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25680716.000000 Penalty: 6039.796875
	Iteration 35Q: 3 clusters Score -2.568072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193964 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25680716.000000 Penalty: 6039.796875
	Iteration 36F: 3 clusters Score -2.568072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Entering Unmasked Estep 
Score: -6034814.500000 Penalty: 2659.075195
	Iteration 0F: 2 clusters Score -6034814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -6004311.500000 Penalty: 5318.150391
	Iteration 0F: 3 clusters Score -6004312 nChanged 20780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -6015594.000000 Penalty: 5318.150391
	Iteration 1F: 3 clusters Score -6015594 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -6016090.000000 Penalty: 5318.150391
	Iteration 2Q: 3 clusters Score -6016090 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -6016576.500000 Penalty: 5318.150391
	Iteration 3Q: 3 clusters Score -6016576 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -6017149.000000 Penalty: 5318.150391
	Iteration 4Q: 3 clusters Score -6017149 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -6017877.000000 Penalty: 5318.150391
	Iteration 5Q: 3 clusters Score -6017877 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -6018958.000000 Penalty: 5318.150391
	Iteration 6Q: 3 clusters Score -6018958 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -6020472.000000 Penalty: 5318.150391
	Iteration 7F: 3 clusters Score -6020472 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -6022443.000000 Penalty: 5318.150391
	Iteration 8F: 3 clusters Score -6022443 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -6024548.000000 Penalty: 5318.150391
	Iteration 9F: 3 clusters Score -6024548 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -6026698.000000 Penalty: 5318.150391
	Iteration 10F: 3 clusters Score -6026698 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -6028485.500000 Penalty: 5318.150391
	Iteration 11F: 3 clusters Score -6028486 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6029893.500000 Penalty: 5318.150391
	Iteration 12Q: 3 clusters Score -6029894 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6030849.000000 Penalty: 5318.150391
	Iteration 13Q: 3 clusters Score -6030849 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6031480.500000 Penalty: 5318.150391
	Iteration 14Q: 3 clusters Score -6031480 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6031856.000000 Penalty: 5318.150391
	Iteration 15Q: 3 clusters Score -6031856 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6032103.000000 Penalty: 5318.150391
	Iteration 16Q: 3 clusters Score -6032103 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6032248.500000 Penalty: 5318.150391
	Iteration 17Q: 3 clusters Score -6032248 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6032362.500000 Penalty: 5318.150391
	Iteration 18Q: 3 clusters Score -6032362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6032429.500000 Penalty: 5318.150391
	Iteration 19Q: 3 clusters Score -6032430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6032476.500000 Penalty: 5318.150391
	Iteration 20F: 3 clusters Score -6032476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6032507.000000 Penalty: 5318.150391
	Iteration 21Q: 3 clusters Score -6032507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6032534.500000 Penalty: 5318.150391
	Iteration 22Q: 3 clusters Score -6032534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6032559.500000 Penalty: 5318.150391
	Iteration 23Q: 3 clusters Score -6032560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6032574.000000 Penalty: 5318.150391
	Iteration 24Q: 3 clusters Score -6032574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6032593.500000 Penalty: 5318.150391
	Iteration 25Q: 3 clusters Score -6032594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6032601.000000 Penalty: 5318.150391
	Iteration 26Q: 3 clusters Score -6032601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6032613.000000 Penalty: 5318.150391
	Iteration 27Q: 3 clusters Score -6032613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6032619.500000 Penalty: 5318.150391
	Iteration 28Q: 3 clusters Score -6032620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6032616.500000 Penalty: 5318.150391
	Iteration 29Q: 3 clusters Score -6032616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6032623.000000 Penalty: 5318.150391
	Iteration 30Q: 3 clusters Score -6032623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6032629.000000 Penalty: 5318.150391
	Iteration 31Q: 3 clusters Score -6032629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6032636.500000 Penalty: 5318.150391
	Iteration 32Q: 3 clusters Score -6032636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6032643.000000 Penalty: 5318.150391
	Iteration 33Q: 3 clusters Score -6032643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6032639.500000 Penalty: 5318.150391
	Iteration 34Q: 3 clusters Score -6032640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6032650.500000 Penalty: 5318.150391
	Iteration 35Q: 3 clusters Score -6032650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6032659.500000 Penalty: 5318.150391
	Iteration 36Q: 3 clusters Score -6032660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6032665.500000 Penalty: 5318.150391
	Iteration 37Q: 3 clusters Score -6032666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6032665.500000 Penalty: 5318.150391
	Iteration 38Q: 3 clusters Score -6032666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6032670.500000 Penalty: 5318.150391
	Iteration 39Q: 3 clusters Score -6032670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6032670.000000 Penalty: 5318.150391
	Iteration 40F: 3 clusters Score -6032670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6032672.000000 Penalty: 5318.150391
	Iteration 41Q: 3 clusters Score -6032672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6032669.500000 Penalty: 5318.150391
	Iteration 42Q: 3 clusters Score -6032670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6032674.000000 Penalty: 5318.150391
	Iteration 43Q: 3 clusters Score -6032674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6032668.500000 Penalty: 5318.150391
	Iteration 44Q: 3 clusters Score -6032668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6032673.500000 Penalty: 5318.150391
	Iteration 45Q: 3 clusters Score -6032674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6032675.500000 Penalty: 5318.150391
	Iteration 46Q: 3 clusters Score -6032676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6032675.500000 Penalty: 5318.150391
	Iteration 47F: 3 clusters Score -6032676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -174629.328125 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -174629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172462.593750 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -172462.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -172890.968750 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -172891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -173074.078125 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -173074.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -173240.468750 Penalty: 3583.477783
	Iteration 3F: 3 clusters Score -173240.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -173471.953125 Penalty: 3583.477783
	Iteration 4F: 3 clusters Score -173472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -173792.078125 Penalty: 3583.477783
	Iteration 5F: 3 clusters Score -173792.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -174275.453125 Penalty: 3583.477783
	Iteration 6F: 3 clusters Score -174275.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -174640.906250 Penalty: 3583.477783
	Iteration 7F: 3 clusters Score -174640.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -174752.359375 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -174752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -174776.328125 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -174776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -174786.546875 Penalty: 3583.477783
	Iteration 10Q: 3 clusters Score -174786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -174787.828125 Penalty: 3583.477783
	Iteration 11Q: 3 clusters Score -174787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -174787.828125 Penalty: 3583.477783
	Iteration 12F: 3 clusters Score -174787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 194271 members 
Mstep: Class 5 contains 45346 members 
Mstep: Class 6 contains 690 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 68993 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 30982 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 45778 members 
Mstep: Class 14 contains 37205 members 
Mstep: Class 15 contains 37183 members 
Mstep: Class 16 contains 188423 members 
Mstep: Class 17 contains 25319 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 47715 members 
Mstep: Class 21 contains 39915 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 736 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 203195 members 
Mstep: Class 27 contains 683 members 
Entering Unmasked Estep 
Score: -133226376.000000 Penalty: 92692.289062
Splitting cluster 6 changes total score from -133227952.000000 to -133226376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -27377.322266 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -27377.32 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 148 members 
Entering Unmasked Estep 
Score: -26207.289062 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -26207.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26387.486328 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -26387.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26450.091797 Penalty: 2785.918457
	Iteration 2Q: 3 clusters Score -26450.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26486.447266 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -26486.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26492.906250 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -26492.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26497.197266 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -26497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26502.240234 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -26502.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26502.240234 Penalty: 2785.918457
	Iteration 7F: 3 clusters Score -26502.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -186515.984375 Penalty: 1804.757446
	Iteration 0F: 2 clusters Score -186516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -184240.000000 Penalty: 3609.514893
	Iteration 0F: 3 clusters Score -184240 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -184604.515625 Penalty: 3609.514893
	Iteration 1F: 3 clusters Score -184604.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -184721.937500 Penalty: 3609.514893
	Iteration 2F: 3 clusters Score -184721.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -184790.406250 Penalty: 3609.514893
	Iteration 3Q: 3 clusters Score -184790.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -184823.406250 Penalty: 3609.514893
	Iteration 4Q: 3 clusters Score -184823.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -184851.062500 Penalty: 3609.514893
	Iteration 5Q: 3 clusters Score -184851.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -184875.562500 Penalty: 3609.514893
	Iteration 6Q: 3 clusters Score -184875.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -184896.109375 Penalty: 3609.514893
	Iteration 7Q: 3 clusters Score -184896.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -184909.687500 Penalty: 3609.514893
	Iteration 8Q: 3 clusters Score -184909.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184921.750000 Penalty: 3609.514893
	Iteration 9Q: 3 clusters Score -184921.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -184931.578125 Penalty: 3609.514893
	Iteration 10Q: 3 clusters Score -184931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -184949.406250 Penalty: 3609.514893
	Iteration 11Q: 3 clusters Score -184949.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -184963.140625 Penalty: 3609.514893
	Iteration 12Q: 3 clusters Score -184963.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184976.953125 Penalty: 3609.514893
	Iteration 13Q: 3 clusters Score -184977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -184985.531250 Penalty: 3609.514893
	Iteration 14Q: 3 clusters Score -184985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -184990.312500 Penalty: 3609.514893
	Iteration 15Q: 3 clusters Score -184990.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -184995.953125 Penalty: 3609.514893
	Iteration 16Q: 3 clusters Score -184996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -185001.312500 Penalty: 3609.514893
	Iteration 17Q: 3 clusters Score -185001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -185004.828125 Penalty: 3609.514893
	Iteration 18Q: 3 clusters Score -185004.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -185009.031250 Penalty: 3609.514893
	Iteration 19Q: 3 clusters Score -185009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -185019.250000 Penalty: 3609.514893
	Iteration 20F: 3 clusters Score -185019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -185024.546875 Penalty: 3609.514893
	Iteration 21Q: 3 clusters Score -185024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -185031.937500 Penalty: 3609.514893
	Iteration 22Q: 3 clusters Score -185031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -185037.937500 Penalty: 3609.514893
	Iteration 23Q: 3 clusters Score -185037.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -185049.656250 Penalty: 3609.514893
	Iteration 24Q: 3 clusters Score -185049.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185070.937500 Penalty: 3609.514893
	Iteration 25Q: 3 clusters Score -185070.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -185084.343750 Penalty: 3609.514893
	Iteration 26Q: 3 clusters Score -185084.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -185096.703125 Penalty: 3609.514893
	Iteration 27Q: 3 clusters Score -185096.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -185108.140625 Penalty: 3609.514893
	Iteration 28Q: 3 clusters Score -185108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -185115.734375 Penalty: 3609.514893
	Iteration 29Q: 3 clusters Score -185115.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -185121.312500 Penalty: 3609.514893
	Iteration 30Q: 3 clusters Score -185121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185125.718750 Penalty: 3609.514893
	Iteration 31Q: 3 clusters Score -185125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -185127.812500 Penalty: 3609.514893
	Iteration 32Q: 3 clusters Score -185127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -185129.109375 Penalty: 3609.514893
	Iteration 33Q: 3 clusters Score -185129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185130.562500 Penalty: 3609.514893
	Iteration 34Q: 3 clusters Score -185130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185130.562500 Penalty: 3609.514893
	Iteration 35F: 3 clusters Score -185130.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Entering Unmasked Estep 
Score: -9233532.000000 Penalty: 2763.156494
	Iteration 0F: 2 clusters Score -9233532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -9187144.000000 Penalty: 5526.312988
	Iteration 0F: 3 clusters Score -9187144 nChanged 32389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -9205452.000000 Penalty: 5526.312988
	Iteration 1F: 3 clusters Score -9205452 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -9206180.000000 Penalty: 5526.312988
	Iteration 2Q: 3 clusters Score -9206180 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -9206998.000000 Penalty: 5526.312988
	Iteration 3Q: 3 clusters Score -9206998 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -9208078.000000 Penalty: 5526.312988
	Iteration 4Q: 3 clusters Score -9208078 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -9209814.000000 Penalty: 5526.312988
	Iteration 5F: 3 clusters Score -9209814 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -9212540.000000 Penalty: 5526.312988
	Iteration 6F: 3 clusters Score -9212540 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -9216418.000000 Penalty: 5526.312988
	Iteration 7F: 3 clusters Score -9216418 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -9221104.000000 Penalty: 5526.312988
	Iteration 8F: 3 clusters Score -9221104 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -9225431.000000 Penalty: 5526.312988
	Iteration 9F: 3 clusters Score -9225431 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -9228370.000000 Penalty: 5526.312988
	Iteration 10Q: 3 clusters Score -9228370 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -9229843.000000 Penalty: 5526.312988
	Iteration 11Q: 3 clusters Score -9229843 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -9230503.000000 Penalty: 5526.312988
	Iteration 12Q: 3 clusters Score -9230503 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -9230792.000000 Penalty: 5526.312988
	Iteration 13Q: 3 clusters Score -9230792 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -9230939.000000 Penalty: 5526.312988
	Iteration 14Q: 3 clusters Score -9230939 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -9231033.000000 Penalty: 5526.312988
	Iteration 15Q: 3 clusters Score -9231033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -9231067.000000 Penalty: 5526.312988
	Iteration 16Q: 3 clusters Score -9231067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -9231104.000000 Penalty: 5526.312988
	Iteration 17Q: 3 clusters Score -9231104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -9231124.000000 Penalty: 5526.312988
	Iteration 18Q: 3 clusters Score -9231124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -9231130.000000 Penalty: 5526.312988
	Iteration 19Q: 3 clusters Score -9231130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -9231136.000000 Penalty: 5526.312988
	Iteration 20F: 3 clusters Score -9231136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -9231136.000000 Penalty: 5526.312988
	Iteration 21Q: 3 clusters Score -9231136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -9231154.000000 Penalty: 5526.312988
	Iteration 22Q: 3 clusters Score -9231154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -9231161.000000 Penalty: 5526.312988
	Iteration 23Q: 3 clusters Score -9231161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -9231174.000000 Penalty: 5526.312988
	Iteration 24Q: 3 clusters Score -9231174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -9231183.000000 Penalty: 5526.312988
	Iteration 25Q: 3 clusters Score -9231183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -9231187.000000 Penalty: 5526.312988
	Iteration 26Q: 3 clusters Score -9231187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -9231199.000000 Penalty: 5526.312988
	Iteration 27Q: 3 clusters Score -9231199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -9231207.000000 Penalty: 5526.312988
	Iteration 28Q: 3 clusters Score -9231207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -9231207.000000 Penalty: 5526.312988
	Iteration 29Q: 3 clusters Score -9231207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -9231214.000000 Penalty: 5526.312988
	Iteration 30Q: 3 clusters Score -9231214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -9231223.000000 Penalty: 5526.312988
	Iteration 31Q: 3 clusters Score -9231223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -9231234.000000 Penalty: 5526.312988
	Iteration 32Q: 3 clusters Score -9231234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -9231235.000000 Penalty: 5526.312988
	Iteration 33Q: 3 clusters Score -9231235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -9231239.000000 Penalty: 5526.312988
	Iteration 34Q: 3 clusters Score -9231239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -9231241.000000 Penalty: 5526.312988
	Iteration 35Q: 3 clusters Score -9231241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -9231239.000000 Penalty: 5526.312988
	Iteration 36Q: 3 clusters Score -9231239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -9231239.000000 Penalty: 5526.312988
	Iteration 37F: 3 clusters Score -9231239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -66252.703125 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -66252.7 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 326 members 
Entering Unmasked Estep 
Score: -64742.886719 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -64742.89 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65175.871094 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -65175.87 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65514.179688 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -65514.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65840.492188 Penalty: 3196.289062
	Iteration 3F: 3 clusters Score -65840.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66114.226562 Penalty: 3196.289062
	Iteration 4F: 3 clusters Score -66114.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66293.710938 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -66293.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66412.921875 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -66412.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66474.921875 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -66474.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66487.320312 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -66487.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66503.429688 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -66503.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66505.718750 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -66505.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66510.546875 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -66510.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66514.546875 Penalty: 3196.289062
	Iteration 12Q: 3 clusters Score -66514.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66531.890625 Penalty: 3196.289062
	Iteration 13Q: 3 clusters Score -66531.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66544.171875 Penalty: 3196.289062
	Iteration 14Q: 3 clusters Score -66544.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66545.468750 Penalty: 3196.289062
	Iteration 15Q: 3 clusters Score -66545.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66545.468750 Penalty: 3196.289062
	Iteration 16F: 3 clusters Score -66545.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 194271 members 
Mstep: Class 5 contains 45346 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 68993 members 
Mstep: Class 10 contains 331 members 
Mstep: Class 11 contains 30982 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 45778 members 
Mstep: Class 14 contains 37205 members 
Mstep: Class 15 contains 37183 members 
Mstep: Class 16 contains 188423 members 
Mstep: Class 17 contains 25319 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 47715 members 
Mstep: Class 21 contains 39915 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 736 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 203195 members 
Mstep: Class 27 contains 298 members 
Entering Unmasked Estep 
Score: -133226456.000000 Penalty: 92692.289062
Splitting cluster 10 changes total score from -133227952.000000 to -133226456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (30982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Entering Unmasked Estep 
Score: -4159806.000000 Penalty: 2564.608154
	Iteration 0F: 2 clusters Score -4159806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4138760.500000 Penalty: 5129.216309
	Iteration 0F: 3 clusters Score -4138760 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4146262.500000 Penalty: 5129.216309
	Iteration 1F: 3 clusters Score -4146262 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4146682.000000 Penalty: 5129.216309
	Iteration 2Q: 3 clusters Score -4146682 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4147055.250000 Penalty: 5129.216309
	Iteration 3Q: 3 clusters Score -4147055 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4147348.750000 Penalty: 5129.216309
	Iteration 4Q: 3 clusters Score -4147349 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4147680.000000 Penalty: 5129.216309
	Iteration 5Q: 3 clusters Score -4147680 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4148026.500000 Penalty: 5129.216309
	Iteration 6Q: 3 clusters Score -4148026 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4148458.250000 Penalty: 5129.216309
	Iteration 7Q: 3 clusters Score -4148458 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4148974.500000 Penalty: 5129.216309
	Iteration 8Q: 3 clusters Score -4148974 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4149658.750000 Penalty: 5129.216309
	Iteration 9Q: 3 clusters Score -4149659 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4150554.250000 Penalty: 5129.216309
	Iteration 10F: 3 clusters Score -4150554 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4151780.500000 Penalty: 5129.216309
	Iteration 11F: 3 clusters Score -4151780 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -4153141.500000 Penalty: 5129.216309
	Iteration 12F: 3 clusters Score -4153142 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -4154440.000000 Penalty: 5129.216309
	Iteration 13F: 3 clusters Score -4154440 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4155448.250000 Penalty: 5129.216309
	Iteration 14Q: 3 clusters Score -4155448 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -4156127.250000 Penalty: 5129.216309
	Iteration 15Q: 3 clusters Score -4156127 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4156575.500000 Penalty: 5129.216309
	Iteration 16Q: 3 clusters Score -4156576 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4156839.250000 Penalty: 5129.216309
	Iteration 17Q: 3 clusters Score -4156839 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -4157046.750000 Penalty: 5129.216309
	Iteration 18Q: 3 clusters Score -4157047 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -4157199.000000 Penalty: 5129.216309
	Iteration 19Q: 3 clusters Score -4157199 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -4157346.500000 Penalty: 5129.216309
	Iteration 20F: 3 clusters Score -4157346 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4157480.750000 Penalty: 5129.216309
	Iteration 21Q: 3 clusters Score -4157481 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4157644.250000 Penalty: 5129.216309
	Iteration 22Q: 3 clusters Score -4157644 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -4157789.500000 Penalty: 5129.216309
	Iteration 23Q: 3 clusters Score -4157790 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -4157913.750000 Penalty: 5129.216309
	Iteration 24Q: 3 clusters Score -4157914 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4158021.750000 Penalty: 5129.216309
	Iteration 25Q: 3 clusters Score -4158022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4158093.500000 Penalty: 5129.216309
	Iteration 26Q: 3 clusters Score -4158094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4158153.250000 Penalty: 5129.216309
	Iteration 27Q: 3 clusters Score -4158153 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4158210.500000 Penalty: 5129.216309
	Iteration 28Q: 3 clusters Score -4158210 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4158264.000000 Penalty: 5129.216309
	Iteration 29Q: 3 clusters Score -4158264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -4158298.000000 Penalty: 5129.216309
	Iteration 30Q: 3 clusters Score -4158298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -4158319.750000 Penalty: 5129.216309
	Iteration 31Q: 3 clusters Score -4158320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4158358.000000 Penalty: 5129.216309
	Iteration 32Q: 3 clusters Score -4158358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4158388.250000 Penalty: 5129.216309
	Iteration 33Q: 3 clusters Score -4158388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4158414.500000 Penalty: 5129.216309
	Iteration 34Q: 3 clusters Score -4158414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -4158439.250000 Penalty: 5129.216309
	Iteration 35Q: 3 clusters Score -4158439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4158446.250000 Penalty: 5129.216309
	Iteration 36Q: 3 clusters Score -4158446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -4158451.000000 Penalty: 5129.216309
	Iteration 37Q: 3 clusters Score -4158451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -4158460.250000 Penalty: 5129.216309
	Iteration 38Q: 3 clusters Score -4158460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -4158479.000000 Penalty: 5129.216309
	Iteration 39Q: 3 clusters Score -4158479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -4158475.250000 Penalty: 5129.216309
	Iteration 40F: 3 clusters Score -4158475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -4158492.250000 Penalty: 5129.216309
	Iteration 41Q: 3 clusters Score -4158492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4158504.500000 Penalty: 5129.216309
	Iteration 42Q: 3 clusters Score -4158504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -4158509.000000 Penalty: 5129.216309
	Iteration 43Q: 3 clusters Score -4158509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4158510.000000 Penalty: 5129.216309
	Iteration 44Q: 3 clusters Score -4158510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -4158518.500000 Penalty: 5129.216309
	Iteration 45Q: 3 clusters Score -4158518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -4158531.000000 Penalty: 5129.216309
	Iteration 46Q: 3 clusters Score -4158531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4158526.500000 Penalty: 5129.216309
	Iteration 47Q: 3 clusters Score -4158526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4158534.250000 Penalty: 5129.216309
	Iteration 48Q: 3 clusters Score -4158534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4158536.750000 Penalty: 5129.216309
	Iteration 49Q: 3 clusters Score -4158537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -4158536.250000 Penalty: 5129.216309
	Iteration 50Q: 3 clusters Score -4158536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4158544.500000 Penalty: 5129.216309
	Iteration 51Q: 3 clusters Score -4158544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4158554.000000 Penalty: 5129.216309
	Iteration 52Q: 3 clusters Score -4158554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -4158557.500000 Penalty: 5129.216309
	Iteration 53Q: 3 clusters Score -4158558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4158570.250000 Penalty: 5129.216309
	Iteration 54Q: 3 clusters Score -4158570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -4158569.250000 Penalty: 5129.216309
	Iteration 55Q: 3 clusters Score -4158569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -4158574.250000 Penalty: 5129.216309
	Iteration 56Q: 3 clusters Score -4158574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -4158578.750000 Penalty: 5129.216309
	Iteration 57Q: 3 clusters Score -4158579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4158589.500000 Penalty: 5129.216309
	Iteration 58Q: 3 clusters Score -4158590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4158589.500000 Penalty: 5129.216309
	Iteration 59Q: 3 clusters Score -4158590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -4158593.500000 Penalty: 5129.216309
	Iteration 60F: 3 clusters Score -4158594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4158586.000000 Penalty: 5129.216309
	Iteration 61Q: 3 clusters Score -4158586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -4158590.750000 Penalty: 5129.216309
	Iteration 62Q: 3 clusters Score -4158591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4158600.750000 Penalty: 5129.216309
	Iteration 63Q: 3 clusters Score -4158601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -4158601.250000 Penalty: 5129.216309
	Iteration 64Q: 3 clusters Score -4158601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -4158603.500000 Penalty: 5129.216309
	Iteration 65Q: 3 clusters Score -4158604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -4158609.250000 Penalty: 5129.216309
	Iteration 66Q: 3 clusters Score -4158609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -4158611.000000 Penalty: 5129.216309
	Iteration 67Q: 3 clusters Score -4158611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4158613.000000 Penalty: 5129.216309
	Iteration 68Q: 3 clusters Score -4158613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -4158614.250000 Penalty: 5129.216309
	Iteration 69Q: 3 clusters Score -4158614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4158613.000000 Penalty: 5129.216309
	Iteration 70Q: 3 clusters Score -4158613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4158615.750000 Penalty: 5129.216309
	Iteration 71Q: 3 clusters Score -4158616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4158619.500000 Penalty: 5129.216309
	Iteration 72Q: 3 clusters Score -4158620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4158620.250000 Penalty: 5129.216309
	Iteration 73Q: 3 clusters Score -4158620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4158624.000000 Penalty: 5129.216309
	Iteration 74Q: 3 clusters Score -4158624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4158625.500000 Penalty: 5129.216309
	Iteration 75Q: 3 clusters Score -4158626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4158620.750000 Penalty: 5129.216309
	Iteration 76Q: 3 clusters Score -4158621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4158622.250000 Penalty: 5129.216309
	Iteration 77Q: 3 clusters Score -4158622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4158622.250000 Penalty: 5129.216309
	Iteration 78F: 3 clusters Score -4158622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -407602.312500 Penalty: 2028.302368
	Iteration 0F: 2 clusters Score -407602.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -404036.687500 Penalty: 4056.604736
	Iteration 0F: 3 clusters Score -404036.7 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -404777.562500 Penalty: 4056.604736
	Iteration 1F: 3 clusters Score -404777.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -404945.406250 Penalty: 4056.604736
	Iteration 2F: 3 clusters Score -404945.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -405064.031250 Penalty: 4056.604736
	Iteration 3Q: 3 clusters Score -405064 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -405166.656250 Penalty: 4056.604736
	Iteration 4Q: 3 clusters Score -405166.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -405271.687500 Penalty: 4056.604736
	Iteration 5Q: 3 clusters Score -405271.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -405351.125000 Penalty: 4056.604736
	Iteration 6Q: 3 clusters Score -405351.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -405411.812500 Penalty: 4056.604736
	Iteration 7Q: 3 clusters Score -405411.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -405472.531250 Penalty: 4056.604736
	Iteration 8Q: 3 clusters Score -405472.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -405531.093750 Penalty: 4056.604736
	Iteration 9Q: 3 clusters Score -405531.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -405586.468750 Penalty: 4056.604736
	Iteration 10Q: 3 clusters Score -405586.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -405620.218750 Penalty: 4056.604736
	Iteration 11Q: 3 clusters Score -405620.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -405650.406250 Penalty: 4056.604736
	Iteration 12Q: 3 clusters Score -405650.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -405679.218750 Penalty: 4056.604736
	Iteration 13Q: 3 clusters Score -405679.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -405706.062500 Penalty: 4056.604736
	Iteration 14Q: 3 clusters Score -405706.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -405736.468750 Penalty: 4056.604736
	Iteration 15Q: 3 clusters Score -405736.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -405763.406250 Penalty: 4056.604736
	Iteration 16Q: 3 clusters Score -405763.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -405792.750000 Penalty: 4056.604736
	Iteration 17Q: 3 clusters Score -405792.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -405819.187500 Penalty: 4056.604736
	Iteration 18Q: 3 clusters Score -405819.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -405851.875000 Penalty: 4056.604736
	Iteration 19Q: 3 clusters Score -405851.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -405886.937500 Penalty: 4056.604736
	Iteration 20F: 3 clusters Score -405886.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -405943.687500 Penalty: 4056.604736
	Iteration 21Q: 3 clusters Score -405943.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -406003.750000 Penalty: 4056.604736
	Iteration 22Q: 3 clusters Score -406003.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -406051.000000 Penalty: 4056.604736
	Iteration 23Q: 3 clusters Score -406051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -406088.937500 Penalty: 4056.604736
	Iteration 24Q: 3 clusters Score -406088.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -406120.000000 Penalty: 4056.604736
	Iteration 25Q: 3 clusters Score -406120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -406148.750000 Penalty: 4056.604736
	Iteration 26Q: 3 clusters Score -406148.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -406173.250000 Penalty: 4056.604736
	Iteration 27Q: 3 clusters Score -406173.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -406196.281250 Penalty: 4056.604736
	Iteration 28Q: 3 clusters Score -406196.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -406212.562500 Penalty: 4056.604736
	Iteration 29Q: 3 clusters Score -406212.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -406221.593750 Penalty: 4056.604736
	Iteration 30Q: 3 clusters Score -406221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -406230.406250 Penalty: 4056.604736
	Iteration 31Q: 3 clusters Score -406230.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -406236.781250 Penalty: 4056.604736
	Iteration 32Q: 3 clusters Score -406236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -406243.250000 Penalty: 4056.604736
	Iteration 33Q: 3 clusters Score -406243.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -406250.312500 Penalty: 4056.604736
	Iteration 34Q: 3 clusters Score -406250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -406257.343750 Penalty: 4056.604736
	Iteration 35Q: 3 clusters Score -406257.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -406264.000000 Penalty: 4056.604736
	Iteration 36Q: 3 clusters Score -406264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -406269.906250 Penalty: 4056.604736
	Iteration 37Q: 3 clusters Score -406269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -406275.000000 Penalty: 4056.604736
	Iteration 38Q: 3 clusters Score -406275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -406277.187500 Penalty: 4056.604736
	Iteration 39Q: 3 clusters Score -406277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -406280.843750 Penalty: 4056.604736
	Iteration 40F: 3 clusters Score -406280.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -406285.156250 Penalty: 4056.604736
	Iteration 41Q: 3 clusters Score -406285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -406290.687500 Penalty: 4056.604736
	Iteration 42Q: 3 clusters Score -406290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -406293.468750 Penalty: 4056.604736
	Iteration 43Q: 3 clusters Score -406293.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -406296.343750 Penalty: 4056.604736
	Iteration 44Q: 3 clusters Score -406296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -406300.375000 Penalty: 4056.604736
	Iteration 45Q: 3 clusters Score -406300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -406303.906250 Penalty: 4056.604736
	Iteration 46Q: 3 clusters Score -406303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -406305.812500 Penalty: 4056.604736
	Iteration 47Q: 3 clusters Score -406305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -406307.343750 Penalty: 4056.604736
	Iteration 48Q: 3 clusters Score -406307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -406309.031250 Penalty: 4056.604736
	Iteration 49Q: 3 clusters Score -406309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -406310.093750 Penalty: 4056.604736
	Iteration 50Q: 3 clusters Score -406310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -406310.781250 Penalty: 4056.604736
	Iteration 51Q: 3 clusters Score -406310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -406312.031250 Penalty: 4056.604736
	Iteration 52Q: 3 clusters Score -406312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -406313.531250 Penalty: 4056.604736
	Iteration 53Q: 3 clusters Score -406313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -406314.718750 Penalty: 4056.604736
	Iteration 54Q: 3 clusters Score -406314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -406314.625000 Penalty: 4056.604736
	Iteration 55Q: 3 clusters Score -406314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -406314.625000 Penalty: 4056.604736
	Iteration 56F: 3 clusters Score -406314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Entering Unmasked Estep 
Score: -5702213.500000 Penalty: 2661.426514
	Iteration 0F: 2 clusters Score -5702214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5671272.000000 Penalty: 5322.853027
	Iteration 0F: 3 clusters Score -5671272 nChanged 21053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -5683253.500000 Penalty: 5322.853027
	Iteration 1F: 3 clusters Score -5683254 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -5684211.000000 Penalty: 5322.853027
	Iteration 2Q: 3 clusters Score -5684211 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -5685538.500000 Penalty: 5322.853027
	Iteration 3F: 3 clusters Score -5685538 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -5687045.500000 Penalty: 5322.853027
	Iteration 4F: 3 clusters Score -5687046 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5688460.500000 Penalty: 5322.853027
	Iteration 5F: 3 clusters Score -5688460 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5689698.000000 Penalty: 5322.853027
	Iteration 6F: 3 clusters Score -5689698 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -5690942.500000 Penalty: 5322.853027
	Iteration 7F: 3 clusters Score -5690942 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -5692206.000000 Penalty: 5322.853027
	Iteration 8Q: 3 clusters Score -5692206 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -5693491.500000 Penalty: 5322.853027
	Iteration 9Q: 3 clusters Score -5693492 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -5694771.000000 Penalty: 5322.853027
	Iteration 10Q: 3 clusters Score -5694771 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -5696169.500000 Penalty: 5322.853027
	Iteration 11Q: 3 clusters Score -5696170 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -5697521.000000 Penalty: 5322.853027
	Iteration 12Q: 3 clusters Score -5697521 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -5698749.500000 Penalty: 5322.853027
	Iteration 13Q: 3 clusters Score -5698750 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -5699553.000000 Penalty: 5322.853027
	Iteration 14Q: 3 clusters Score -5699553 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -5700025.500000 Penalty: 5322.853027
	Iteration 15Q: 3 clusters Score -5700026 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5700370.500000 Penalty: 5322.853027
	Iteration 16Q: 3 clusters Score -5700370 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -5700628.000000 Penalty: 5322.853027
	Iteration 17Q: 3 clusters Score -5700628 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -5700809.000000 Penalty: 5322.853027
	Iteration 18Q: 3 clusters Score -5700809 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -5700950.000000 Penalty: 5322.853027
	Iteration 19Q: 3 clusters Score -5700950 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -5701088.000000 Penalty: 5322.853027
	Iteration 20F: 3 clusters Score -5701088 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -5701175.500000 Penalty: 5322.853027
	Iteration 21Q: 3 clusters Score -5701176 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -5701272.000000 Penalty: 5322.853027
	Iteration 22Q: 3 clusters Score -5701272 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -5701357.500000 Penalty: 5322.853027
	Iteration 23Q: 3 clusters Score -5701358 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5701396.000000 Penalty: 5322.853027
	Iteration 24Q: 3 clusters Score -5701396 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -5701431.500000 Penalty: 5322.853027
	Iteration 25Q: 3 clusters Score -5701432 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5701479.500000 Penalty: 5322.853027
	Iteration 26Q: 3 clusters Score -5701480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5701496.000000 Penalty: 5322.853027
	Iteration 27Q: 3 clusters Score -5701496 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -5701509.500000 Penalty: 5322.853027
	Iteration 28Q: 3 clusters Score -5701510 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -5701515.500000 Penalty: 5322.853027
	Iteration 29Q: 3 clusters Score -5701516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -5701537.500000 Penalty: 5322.853027
	Iteration 30Q: 3 clusters Score -5701538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -5701549.500000 Penalty: 5322.853027
	Iteration 31Q: 3 clusters Score -5701550 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -5701570.500000 Penalty: 5322.853027
	Iteration 32Q: 3 clusters Score -5701570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5701563.000000 Penalty: 5322.853027
	Iteration 33Q: 3 clusters Score -5701563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -5701573.500000 Penalty: 5322.853027
	Iteration 34Q: 3 clusters Score -5701574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5701597.000000 Penalty: 5322.853027
	Iteration 35Q: 3 clusters Score -5701597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -5701593.000000 Penalty: 5322.853027
	Iteration 36Q: 3 clusters Score -5701593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -5701584.000000 Penalty: 5322.853027
	Iteration 37Q: 3 clusters Score -5701584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -5701604.000000 Penalty: 5322.853027
	Iteration 38Q: 3 clusters Score -5701604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -5701606.000000 Penalty: 5322.853027
	Iteration 39Q: 3 clusters Score -5701606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5701602.000000 Penalty: 5322.853027
	Iteration 40F: 3 clusters Score -5701602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5701608.500000 Penalty: 5322.853027
	Iteration 41Q: 3 clusters Score -5701608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -5701608.500000 Penalty: 5322.853027
	Iteration 42Q: 3 clusters Score -5701608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5701607.500000 Penalty: 5322.853027
	Iteration 43Q: 3 clusters Score -5701608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -5701617.000000 Penalty: 5322.853027
	Iteration 44Q: 3 clusters Score -5701617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -5701618.500000 Penalty: 5322.853027
	Iteration 45Q: 3 clusters Score -5701618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -5701636.500000 Penalty: 5322.853027
	Iteration 46Q: 3 clusters Score -5701636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -5701637.000000 Penalty: 5322.853027
	Iteration 47Q: 3 clusters Score -5701637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5701642.000000 Penalty: 5322.853027
	Iteration 48Q: 3 clusters Score -5701642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5701633.500000 Penalty: 5322.853027
	Iteration 49Q: 3 clusters Score -5701634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -5701652.000000 Penalty: 5322.853027
	Iteration 50Q: 3 clusters Score -5701652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -5701652.000000 Penalty: 5322.853027
	Iteration 51Q: 3 clusters Score -5701652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5701657.500000 Penalty: 5322.853027
	Iteration 52Q: 3 clusters Score -5701658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -5701658.500000 Penalty: 5322.853027
	Iteration 53Q: 3 clusters Score -5701658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -5701655.000000 Penalty: 5322.853027
	Iteration 54Q: 3 clusters Score -5701655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5701661.500000 Penalty: 5322.853027
	Iteration 55Q: 3 clusters Score -5701662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -5701662.500000 Penalty: 5322.853027
	Iteration 56Q: 3 clusters Score -5701662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -5701667.000000 Penalty: 5322.853027
	Iteration 57Q: 3 clusters Score -5701667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5701673.000000 Penalty: 5322.853027
	Iteration 58Q: 3 clusters Score -5701673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -5701661.500000 Penalty: 5322.853027
	Iteration 59Q: 3 clusters Score -5701662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -5701672.000000 Penalty: 5322.853027
	Iteration 60F: 3 clusters Score -5701672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5701664.500000 Penalty: 5322.853027
	Iteration 61Q: 3 clusters Score -5701664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -5701665.500000 Penalty: 5322.853027
	Iteration 62Q: 3 clusters Score -5701666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -5701670.500000 Penalty: 5322.853027
	Iteration 63Q: 3 clusters Score -5701670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5701670.000000 Penalty: 5322.853027
	Iteration 64Q: 3 clusters Score -5701670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -5701667.500000 Penalty: 5322.853027
	Iteration 65Q: 3 clusters Score -5701668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -5701664.000000 Penalty: 5322.853027
	Iteration 66Q: 3 clusters Score -5701664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5701660.500000 Penalty: 5322.853027
	Iteration 67Q: 3 clusters Score -5701660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -5701659.000000 Penalty: 5322.853027
	Iteration 68Q: 3 clusters Score -5701659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5701666.000000 Penalty: 5322.853027
	Iteration 69Q: 3 clusters Score -5701666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5701666.000000 Penalty: 5322.853027
	Iteration 70F: 3 clusters Score -5701666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Entering Unmasked Estep 
Score: -5007139.500000 Penalty: 2610.001221
	Iteration 0F: 2 clusters Score -5007140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4981956.500000 Penalty: 5220.002441
	Iteration 0F: 3 clusters Score -4981956 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4991195.000000 Penalty: 5220.002441
	Iteration 1F: 3 clusters Score -4991195 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -4991791.000000 Penalty: 5220.002441
	Iteration 2Q: 3 clusters Score -4991791 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4992462.500000 Penalty: 5220.002441
	Iteration 3Q: 3 clusters Score -4992462 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4993209.000000 Penalty: 5220.002441
	Iteration 4Q: 3 clusters Score -4993209 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -4994115.000000 Penalty: 5220.002441
	Iteration 5Q: 3 clusters Score -4994115 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4995269.500000 Penalty: 5220.002441
	Iteration 6F: 3 clusters Score -4995270 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4996799.000000 Penalty: 5220.002441
	Iteration 7F: 3 clusters Score -4996799 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -4998713.000000 Penalty: 5220.002441
	Iteration 8F: 3 clusters Score -4998713 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -5000647.500000 Penalty: 5220.002441
	Iteration 9F: 3 clusters Score -5000648 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -5002218.500000 Penalty: 5220.002441
	Iteration 10Q: 3 clusters Score -5002218 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -5003207.500000 Penalty: 5220.002441
	Iteration 11Q: 3 clusters Score -5003208 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -5003786.500000 Penalty: 5220.002441
	Iteration 12Q: 3 clusters Score -5003786 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -5004192.500000 Penalty: 5220.002441
	Iteration 13Q: 3 clusters Score -5004192 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -5004396.500000 Penalty: 5220.002441
	Iteration 14Q: 3 clusters Score -5004396 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5004557.500000 Penalty: 5220.002441
	Iteration 15Q: 3 clusters Score -5004558 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -5004680.500000 Penalty: 5220.002441
	Iteration 16Q: 3 clusters Score -5004680 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -5004763.000000 Penalty: 5220.002441
	Iteration 17Q: 3 clusters Score -5004763 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -5004834.500000 Penalty: 5220.002441
	Iteration 18Q: 3 clusters Score -5004834 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -5004895.500000 Penalty: 5220.002441
	Iteration 19Q: 3 clusters Score -5004896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5004954.000000 Penalty: 5220.002441
	Iteration 20F: 3 clusters Score -5004954 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -5004987.000000 Penalty: 5220.002441
	Iteration 21Q: 3 clusters Score -5004987 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -5005013.500000 Penalty: 5220.002441
	Iteration 22Q: 3 clusters Score -5005014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -5005039.500000 Penalty: 5220.002441
	Iteration 23Q: 3 clusters Score -5005040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5005064.000000 Penalty: 5220.002441
	Iteration 24Q: 3 clusters Score -5005064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -5005088.500000 Penalty: 5220.002441
	Iteration 25Q: 3 clusters Score -5005088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -5005098.000000 Penalty: 5220.002441
	Iteration 26Q: 3 clusters Score -5005098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -5005101.500000 Penalty: 5220.002441
	Iteration 27Q: 3 clusters Score -5005102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -5005099.500000 Penalty: 5220.002441
	Iteration 28Q: 3 clusters Score -5005100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -5005097.500000 Penalty: 5220.002441
	Iteration 29Q: 3 clusters Score -5005098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5005107.500000 Penalty: 5220.002441
	Iteration 30Q: 3 clusters Score -5005108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5005116.000000 Penalty: 5220.002441
	Iteration 31Q: 3 clusters Score -5005116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5005113.500000 Penalty: 5220.002441
	Iteration 32Q: 3 clusters Score -5005114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5005121.000000 Penalty: 5220.002441
	Iteration 33Q: 3 clusters Score -5005121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -5005119.000000 Penalty: 5220.002441
	Iteration 34Q: 3 clusters Score -5005119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -5005126.000000 Penalty: 5220.002441
	Iteration 35Q: 3 clusters Score -5005126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -5005138.500000 Penalty: 5220.002441
	Iteration 36Q: 3 clusters Score -5005138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -5005139.500000 Penalty: 5220.002441
	Iteration 37Q: 3 clusters Score -5005140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -5005142.000000 Penalty: 5220.002441
	Iteration 38Q: 3 clusters Score -5005142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5005155.000000 Penalty: 5220.002441
	Iteration 39Q: 3 clusters Score -5005155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -5005156.500000 Penalty: 5220.002441
	Iteration 40F: 3 clusters Score -5005156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -5005158.000000 Penalty: 5220.002441
	Iteration 41Q: 3 clusters Score -5005158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5005162.000000 Penalty: 5220.002441
	Iteration 42Q: 3 clusters Score -5005162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -5005167.500000 Penalty: 5220.002441
	Iteration 43Q: 3 clusters Score -5005168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -5005163.000000 Penalty: 5220.002441
	Iteration 44Q: 3 clusters Score -5005163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -5005162.000000 Penalty: 5220.002441
	Iteration 45Q: 3 clusters Score -5005162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -5005166.000000 Penalty: 5220.002441
	Iteration 46Q: 3 clusters Score -5005166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -5005164.500000 Penalty: 5220.002441
	Iteration 47Q: 3 clusters Score -5005164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5005167.000000 Penalty: 5220.002441
	Iteration 48Q: 3 clusters Score -5005167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -5005170.500000 Penalty: 5220.002441
	Iteration 49Q: 3 clusters Score -5005170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -5005169.500000 Penalty: 5220.002441
	Iteration 50Q: 3 clusters Score -5005170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -5005182.000000 Penalty: 5220.002441
	Iteration 51Q: 3 clusters Score -5005182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -5005185.000000 Penalty: 5220.002441
	Iteration 52Q: 3 clusters Score -5005185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -5005182.000000 Penalty: 5220.002441
	Iteration 53Q: 3 clusters Score -5005182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -5005180.000000 Penalty: 5220.002441
	Iteration 54Q: 3 clusters Score -5005180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -5005179.000000 Penalty: 5220.002441
	Iteration 55Q: 3 clusters Score -5005179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -5005178.000000 Penalty: 5220.002441
	Iteration 56Q: 3 clusters Score -5005178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -5005178.500000 Penalty: 5220.002441
	Iteration 57Q: 3 clusters Score -5005178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -5005178.500000 Penalty: 5220.002441
	Iteration 58F: 3 clusters Score -5005178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Entering Unmasked Estep 
Score: -4967424.000000 Penalty: 2609.854492
	Iteration 0F: 2 clusters Score -4967424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4942086.000000 Penalty: 5219.708984
	Iteration 0F: 3 clusters Score -4942086 nChanged 16860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4951313.000000 Penalty: 5219.708984
	Iteration 1F: 3 clusters Score -4951313 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4951767.000000 Penalty: 5219.708984
	Iteration 2Q: 3 clusters Score -4951767 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4952205.000000 Penalty: 5219.708984
	Iteration 3Q: 3 clusters Score -4952205 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -4952619.500000 Penalty: 5219.708984
	Iteration 4Q: 3 clusters Score -4952620 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4952988.000000 Penalty: 5219.708984
	Iteration 5Q: 3 clusters Score -4952988 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -4953412.500000 Penalty: 5219.708984
	Iteration 6Q: 3 clusters Score -4953412 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -4953972.000000 Penalty: 5219.708984
	Iteration 7Q: 3 clusters Score -4953972 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -4954832.000000 Penalty: 5219.708984
	Iteration 8Q: 3 clusters Score -4954832 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -4956116.000000 Penalty: 5219.708984
	Iteration 9F: 3 clusters Score -4956116 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4957979.500000 Penalty: 5219.708984
	Iteration 10F: 3 clusters Score -4957980 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4960129.500000 Penalty: 5219.708984
	Iteration 11F: 3 clusters Score -4960130 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4962177.500000 Penalty: 5219.708984
	Iteration 12F: 3 clusters Score -4962178 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4963595.500000 Penalty: 5219.708984
	Iteration 13Q: 3 clusters Score -4963596 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -4964419.000000 Penalty: 5219.708984
	Iteration 14Q: 3 clusters Score -4964419 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -4964777.000000 Penalty: 5219.708984
	Iteration 15Q: 3 clusters Score -4964777 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -4964939.000000 Penalty: 5219.708984
	Iteration 16Q: 3 clusters Score -4964939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4965034.500000 Penalty: 5219.708984
	Iteration 17Q: 3 clusters Score -4965034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4965093.500000 Penalty: 5219.708984
	Iteration 18Q: 3 clusters Score -4965094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -4965125.000000 Penalty: 5219.708984
	Iteration 19Q: 3 clusters Score -4965125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -4965137.000000 Penalty: 5219.708984
	Iteration 20F: 3 clusters Score -4965137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4965147.000000 Penalty: 5219.708984
	Iteration 21Q: 3 clusters Score -4965147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -4965152.500000 Penalty: 5219.708984
	Iteration 22Q: 3 clusters Score -4965152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4965154.000000 Penalty: 5219.708984
	Iteration 23Q: 3 clusters Score -4965154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4965154.000000 Penalty: 5219.708984
	Iteration 24F: 3 clusters Score -4965154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (188423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Entering Unmasked Estep 
Score: -25028664.000000 Penalty: 3012.318115
	Iteration 0F: 2 clusters Score -2.502866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 94065 members 
Entering Unmasked Estep 
Score: -24904882.000000 Penalty: 6024.636230
	Iteration 0F: 3 clusters Score -2.490488e+07 nChanged 90614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -24957462.000000 Penalty: 6024.636230
	Iteration 1F: 3 clusters Score -2.495746e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -24958504.000000 Penalty: 6024.636230
	Iteration 2Q: 3 clusters Score -2.49585e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101900 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -24959888.000000 Penalty: 6024.636230
	Iteration 3Q: 3 clusters Score -2.495989e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -24962466.000000 Penalty: 6024.636230
	Iteration 4Q: 3 clusters Score -2.496247e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113753 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -24967148.000000 Penalty: 6024.636230
	Iteration 5F: 3 clusters Score -2.496715e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124297 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -24975846.000000 Penalty: 6024.636230
	Iteration 6F: 3 clusters Score -2.497585e+07 nChanged 16068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -24988832.000000 Penalty: 6024.636230
	Iteration 7F: 3 clusters Score -2.498883e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152438 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -25004508.000000 Penalty: 6024.636230
	Iteration 8F: 3 clusters Score -2.500451e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162524 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -25017718.000000 Penalty: 6024.636230
	Iteration 9F: 3 clusters Score -2.501772e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166550 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -25024146.000000 Penalty: 6024.636230
	Iteration 10Q: 3 clusters Score -2.502415e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168098 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -25025764.000000 Penalty: 6024.636230
	Iteration 11Q: 3 clusters Score -2.502576e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169165 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -25026274.000000 Penalty: 6024.636230
	Iteration 12Q: 3 clusters Score -2.502627e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170070 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -25026548.000000 Penalty: 6024.636230
	Iteration 13Q: 3 clusters Score -2.502655e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -25026758.000000 Penalty: 6024.636230
	Iteration 14Q: 3 clusters Score -2.502676e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171712 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -25027014.000000 Penalty: 6024.636230
	Iteration 15Q: 3 clusters Score -2.502701e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172481 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -25027218.000000 Penalty: 6024.636230
	Iteration 16Q: 3 clusters Score -2.502722e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173194 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -25027318.000000 Penalty: 6024.636230
	Iteration 17Q: 3 clusters Score -2.502732e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173804 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -25027480.000000 Penalty: 6024.636230
	Iteration 18Q: 3 clusters Score -2.502748e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174387 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -25027608.000000 Penalty: 6024.636230
	Iteration 19Q: 3 clusters Score -2.502761e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174959 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -25027720.000000 Penalty: 6024.636230
	Iteration 20F: 3 clusters Score -2.502772e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175478 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -25027694.000000 Penalty: 6024.636230
	Iteration 21Q: 3 clusters Score -2.502769e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175943 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -25027790.000000 Penalty: 6024.636230
	Iteration 22Q: 3 clusters Score -2.502779e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176406 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -25027882.000000 Penalty: 6024.636230
	Iteration 23Q: 3 clusters Score -2.502788e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176831 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -25028028.000000 Penalty: 6024.636230
	Iteration 24Q: 3 clusters Score -2.502803e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177228 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -25028052.000000 Penalty: 6024.636230
	Iteration 25Q: 3 clusters Score -2.502805e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177599 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -25028132.000000 Penalty: 6024.636230
	Iteration 26Q: 3 clusters Score -2.502813e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177960 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -25028224.000000 Penalty: 6024.636230
	Iteration 27Q: 3 clusters Score -2.502822e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178263 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -25028268.000000 Penalty: 6024.636230
	Iteration 28Q: 3 clusters Score -2.502827e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178524 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -25028356.000000 Penalty: 6024.636230
	Iteration 29Q: 3 clusters Score -2.502836e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178786 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -25028316.000000 Penalty: 6024.636230
	Iteration 30Q: 3 clusters Score -2.502832e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179028 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -25028374.000000 Penalty: 6024.636230
	Iteration 31Q: 3 clusters Score -2.502837e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179271 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -25028406.000000 Penalty: 6024.636230
	Iteration 32Q: 3 clusters Score -2.502841e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179496 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -25028396.000000 Penalty: 6024.636230
	Iteration 33Q: 3 clusters Score -2.50284e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179704 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -25028412.000000 Penalty: 6024.636230
	Iteration 34Q: 3 clusters Score -2.502841e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179908 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -25028418.000000 Penalty: 6024.636230
	Iteration 35Q: 3 clusters Score -2.502842e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180086 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -25028472.000000 Penalty: 6024.636230
	Iteration 36Q: 3 clusters Score -2.502847e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180266 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -25028524.000000 Penalty: 6024.636230
	Iteration 37Q: 3 clusters Score -2.502852e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180413 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -25028550.000000 Penalty: 6024.636230
	Iteration 38Q: 3 clusters Score -2.502855e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180554 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -25028540.000000 Penalty: 6024.636230
	Iteration 39Q: 3 clusters Score -2.502854e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180693 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -25028560.000000 Penalty: 6024.636230
	Iteration 40F: 3 clusters Score -2.502856e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180808 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -25028596.000000 Penalty: 6024.636230
	Iteration 41Q: 3 clusters Score -2.50286e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180924 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -25028592.000000 Penalty: 6024.636230
	Iteration 42Q: 3 clusters Score -2.502859e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181043 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -25028604.000000 Penalty: 6024.636230
	Iteration 43Q: 3 clusters Score -2.50286e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181154 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -25028602.000000 Penalty: 6024.636230
	Iteration 44Q: 3 clusters Score -2.50286e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -25028582.000000 Penalty: 6024.636230
	Iteration 45Q: 3 clusters Score -2.502858e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181400 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -25028584.000000 Penalty: 6024.636230
	Iteration 46Q: 3 clusters Score -2.502858e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181500 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -25028574.000000 Penalty: 6024.636230
	Iteration 47Q: 3 clusters Score -2.502857e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181584 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -25028574.000000 Penalty: 6024.636230
	Iteration 48Q: 3 clusters Score -2.502857e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181650 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -25028604.000000 Penalty: 6024.636230
	Iteration 49Q: 3 clusters Score -2.50286e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181701 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -25028626.000000 Penalty: 6024.636230
	Iteration 50Q: 3 clusters Score -2.502863e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181760 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -25028662.000000 Penalty: 6024.636230
	Iteration 51Q: 3 clusters Score -2.502866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181810 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -25028680.000000 Penalty: 6024.636230
	Iteration 52Q: 3 clusters Score -2.502868e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181864 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -25028688.000000 Penalty: 6024.636230
	Iteration 53Q: 3 clusters Score -2.502869e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181921 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -25028662.000000 Penalty: 6024.636230
	Iteration 54Q: 3 clusters Score -2.502866e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181970 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -25028606.000000 Penalty: 6024.636230
	Iteration 55Q: 3 clusters Score -2.502861e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182007 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -25028600.000000 Penalty: 6024.636230
	Iteration 56Q: 3 clusters Score -2.50286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182058 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -25028618.000000 Penalty: 6024.636230
	Iteration 57Q: 3 clusters Score -2.502862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182106 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -25028626.000000 Penalty: 6024.636230
	Iteration 58Q: 3 clusters Score -2.502863e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182135 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -25028656.000000 Penalty: 6024.636230
	Iteration 59Q: 3 clusters Score -2.502866e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182165 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -25028660.000000 Penalty: 6024.636230
	Iteration 60F: 3 clusters Score -2.502866e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182198 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -25028646.000000 Penalty: 6024.636230
	Iteration 61Q: 3 clusters Score -2.502865e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182224 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -25028668.000000 Penalty: 6024.636230
	Iteration 62Q: 3 clusters Score -2.502867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182262 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -25028688.000000 Penalty: 6024.636230
	Iteration 63Q: 3 clusters Score -2.502869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182283 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -25028684.000000 Penalty: 6024.636230
	Iteration 64Q: 3 clusters Score -2.502868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182304 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -25028674.000000 Penalty: 6024.636230
	Iteration 65Q: 3 clusters Score -2.502867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182325 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -25028686.000000 Penalty: 6024.636230
	Iteration 66Q: 3 clusters Score -2.502869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182341 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -25028688.000000 Penalty: 6024.636230
	Iteration 67Q: 3 clusters Score -2.502869e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182361 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -25028638.000000 Penalty: 6024.636230
	Iteration 68Q: 3 clusters Score -2.502864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182371 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -25028654.000000 Penalty: 6024.636230
	Iteration 69Q: 3 clusters Score -2.502865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182381 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -25028654.000000 Penalty: 6024.636230
	Iteration 70Q: 3 clusters Score -2.502865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182395 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -25028646.000000 Penalty: 6024.636230
	Iteration 71Q: 3 clusters Score -2.502865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182408 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -25028656.000000 Penalty: 6024.636230
	Iteration 72Q: 3 clusters Score -2.502866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182423 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -25028658.000000 Penalty: 6024.636230
	Iteration 73Q: 3 clusters Score -2.502866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182435 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -25028656.000000 Penalty: 6024.636230
	Iteration 74Q: 3 clusters Score -2.502866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182439 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -25028642.000000 Penalty: 6024.636230
	Iteration 75Q: 3 clusters Score -2.502864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182455 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -25028620.000000 Penalty: 6024.636230
	Iteration 76Q: 3 clusters Score -2.502862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182469 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -25028640.000000 Penalty: 6024.636230
	Iteration 77Q: 3 clusters Score -2.502864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182490 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -25028648.000000 Penalty: 6024.636230
	Iteration 78Q: 3 clusters Score -2.502865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182502 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -25028634.000000 Penalty: 6024.636230
	Iteration 79Q: 3 clusters Score -2.502863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182516 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -25028654.000000 Penalty: 6024.636230
	Iteration 80F: 3 clusters Score -2.502865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182521 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -25028652.000000 Penalty: 6024.636230
	Iteration 81Q: 3 clusters Score -2.502865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182525 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -25028648.000000 Penalty: 6024.636230
	Iteration 82Q: 3 clusters Score -2.502865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182529 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -25028654.000000 Penalty: 6024.636230
	Iteration 83Q: 3 clusters Score -2.502865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182531 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -25028654.000000 Penalty: 6024.636230
	Iteration 84Q: 3 clusters Score -2.502865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182536 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -25028658.000000 Penalty: 6024.636230
	Iteration 85Q: 3 clusters Score -2.502866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182542 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -25028646.000000 Penalty: 6024.636230
	Iteration 86Q: 3 clusters Score -2.502865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182551 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -25028648.000000 Penalty: 6024.636230
	Iteration 87Q: 3 clusters Score -2.502865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182560 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -25028640.000000 Penalty: 6024.636230
	Iteration 88Q: 3 clusters Score -2.502864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182568 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -25028658.000000 Penalty: 6024.636230
	Iteration 89Q: 3 clusters Score -2.502866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182575 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -25028664.000000 Penalty: 6024.636230
	Iteration 90Q: 3 clusters Score -2.502866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182578 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -25028668.000000 Penalty: 6024.636230
	Iteration 91Q: 3 clusters Score -2.502867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182584 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -25028658.000000 Penalty: 6024.636230
	Iteration 92Q: 3 clusters Score -2.502866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182589 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -25028668.000000 Penalty: 6024.636230
	Iteration 93Q: 3 clusters Score -2.502867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182597 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -25028660.000000 Penalty: 6024.636230
	Iteration 94Q: 3 clusters Score -2.502866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182605 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -25028668.000000 Penalty: 6024.636230
	Iteration 95Q: 3 clusters Score -2.502867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -25028670.000000 Penalty: 6024.636230
	Iteration 96Q: 3 clusters Score -2.502867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182622 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -25028658.000000 Penalty: 6024.636230
	Iteration 97Q: 3 clusters Score -2.502866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182631 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -25028654.000000 Penalty: 6024.636230
	Iteration 98Q: 3 clusters Score -2.502865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182640 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -25028664.000000 Penalty: 6024.636230
	Iteration 99Q: 3 clusters Score -2.502866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182646 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -25028640.000000 Penalty: 6024.636230
	Iteration 100F: 3 clusters Score -2.502864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182655 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -25028654.000000 Penalty: 6024.636230
	Iteration 101Q: 3 clusters Score -2.502865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182668 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -25028646.000000 Penalty: 6024.636230
	Iteration 102Q: 3 clusters Score -2.502865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -25028666.000000 Penalty: 6024.636230
	Iteration 103Q: 3 clusters Score -2.502867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182680 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -25028648.000000 Penalty: 6024.636230
	Iteration 104Q: 3 clusters Score -2.502865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182684 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -25028656.000000 Penalty: 6024.636230
	Iteration 105Q: 3 clusters Score -2.502866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182688 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -25028666.000000 Penalty: 6024.636230
	Iteration 106Q: 3 clusters Score -2.502867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182700 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -25028660.000000 Penalty: 6024.636230
	Iteration 107Q: 3 clusters Score -2.502866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182707 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -25028670.000000 Penalty: 6024.636230
	Iteration 108Q: 3 clusters Score -2.502867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182714 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -25028656.000000 Penalty: 6024.636230
	Iteration 109Q: 3 clusters Score -2.502866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182719 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -25028668.000000 Penalty: 6024.636230
	Iteration 110Q: 3 clusters Score -2.502867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -25028676.000000 Penalty: 6024.636230
	Iteration 111Q: 3 clusters Score -2.502868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182727 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -25028664.000000 Penalty: 6024.636230
	Iteration 112Q: 3 clusters Score -2.502866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -25028678.000000 Penalty: 6024.636230
	Iteration 113Q: 3 clusters Score -2.502868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182733 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -25028678.000000 Penalty: 6024.636230
	Iteration 114Q: 3 clusters Score -2.502868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182741 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -25028676.000000 Penalty: 6024.636230
	Iteration 115Q: 3 clusters Score -2.502868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182752 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -25028668.000000 Penalty: 6024.636230
	Iteration 116Q: 3 clusters Score -2.502867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182759 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -25028656.000000 Penalty: 6024.636230
	Iteration 117Q: 3 clusters Score -2.502866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182764 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -25028644.000000 Penalty: 6024.636230
	Iteration 118Q: 3 clusters Score -2.502864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182771 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -25028650.000000 Penalty: 6024.636230
	Iteration 119Q: 3 clusters Score -2.502865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182776 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -25028638.000000 Penalty: 6024.636230
	Iteration 120F: 3 clusters Score -2.502864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182780 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -25028644.000000 Penalty: 6024.636230
	Iteration 121Q: 3 clusters Score -2.502864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182780 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -25028644.000000 Penalty: 6024.636230
	Iteration 122F: 3 clusters Score -2.502864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Entering Unmasked Estep 
Score: -3404490.250000 Penalty: 2514.549072
	Iteration 0F: 2 clusters Score -3404490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3386867.750000 Penalty: 5029.098145
	Iteration 0F: 3 clusters Score -3386868 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3393265.000000 Penalty: 5029.098145
	Iteration 1F: 3 clusters Score -3393265 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3393904.750000 Penalty: 5029.098145
	Iteration 2F: 3 clusters Score -3393905 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3394604.000000 Penalty: 5029.098145
	Iteration 3F: 3 clusters Score -3394604 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3395533.750000 Penalty: 5029.098145
	Iteration 4F: 3 clusters Score -3395534 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3396727.750000 Penalty: 5029.098145
	Iteration 5F: 3 clusters Score -3396728 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3398199.750000 Penalty: 5029.098145
	Iteration 6F: 3 clusters Score -3398200 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3399819.500000 Penalty: 5029.098145
	Iteration 7F: 3 clusters Score -3399820 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3401125.750000 Penalty: 5029.098145
	Iteration 8F: 3 clusters Score -3401126 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3402054.250000 Penalty: 5029.098145
	Iteration 9Q: 3 clusters Score -3402054 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3402685.500000 Penalty: 5029.098145
	Iteration 10Q: 3 clusters Score -3402686 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3403137.750000 Penalty: 5029.098145
	Iteration 11Q: 3 clusters Score -3403138 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3403379.000000 Penalty: 5029.098145
	Iteration 12Q: 3 clusters Score -3403379 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3403559.000000 Penalty: 5029.098145
	Iteration 13Q: 3 clusters Score -3403559 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3403692.000000 Penalty: 5029.098145
	Iteration 14Q: 3 clusters Score -3403692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3403792.250000 Penalty: 5029.098145
	Iteration 15Q: 3 clusters Score -3403792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3403848.500000 Penalty: 5029.098145
	Iteration 16Q: 3 clusters Score -3403848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3403881.750000 Penalty: 5029.098145
	Iteration 17Q: 3 clusters Score -3403882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3403920.750000 Penalty: 5029.098145
	Iteration 18Q: 3 clusters Score -3403921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3403935.750000 Penalty: 5029.098145
	Iteration 19Q: 3 clusters Score -3403936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3403954.500000 Penalty: 5029.098145
	Iteration 20F: 3 clusters Score -3403954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3403976.750000 Penalty: 5029.098145
	Iteration 21Q: 3 clusters Score -3403977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3403992.250000 Penalty: 5029.098145
	Iteration 22Q: 3 clusters Score -3403992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3403998.500000 Penalty: 5029.098145
	Iteration 23Q: 3 clusters Score -3403998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3404004.250000 Penalty: 5029.098145
	Iteration 24Q: 3 clusters Score -3404004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3403999.750000 Penalty: 5029.098145
	Iteration 25Q: 3 clusters Score -3404000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3404007.000000 Penalty: 5029.098145
	Iteration 26Q: 3 clusters Score -3404007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3404010.500000 Penalty: 5029.098145
	Iteration 27Q: 3 clusters Score -3404010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3404008.250000 Penalty: 5029.098145
	Iteration 28Q: 3 clusters Score -3404008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3404007.750000 Penalty: 5029.098145
	Iteration 29Q: 3 clusters Score -3404008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3404009.750000 Penalty: 5029.098145
	Iteration 30Q: 3 clusters Score -3404010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3404009.500000 Penalty: 5029.098145
	Iteration 31Q: 3 clusters Score -3404010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3404015.500000 Penalty: 5029.098145
	Iteration 32Q: 3 clusters Score -3404016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3404012.500000 Penalty: 5029.098145
	Iteration 33Q: 3 clusters Score -3404012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3404011.000000 Penalty: 5029.098145
	Iteration 34Q: 3 clusters Score -3404011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3404014.750000 Penalty: 5029.098145
	Iteration 35Q: 3 clusters Score -3404015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3404015.500000 Penalty: 5029.098145
	Iteration 36Q: 3 clusters Score -3404016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3404015.500000 Penalty: 5029.098145
	Iteration 37F: 3 clusters Score -3404016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Entering Unmasked Estep 
Score: -734964.250000 Penalty: 2148.515625
	Iteration 0F: 2 clusters Score -734964.2 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 2931 members 
Entering Unmasked Estep 
Score: -729917.562500 Penalty: 4297.031250
	Iteration 0F: 3 clusters Score -729917.6 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -731183.500000 Penalty: 4297.031250
	Iteration 1F: 3 clusters Score -731183.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -731522.375000 Penalty: 4297.031250
	Iteration 2F: 3 clusters Score -731522.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -731853.562500 Penalty: 4297.031250
	Iteration 3F: 3 clusters Score -731853.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -732149.625000 Penalty: 4297.031250
	Iteration 4F: 3 clusters Score -732149.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -732457.312500 Penalty: 4297.031250
	Iteration 5F: 3 clusters Score -732457.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -732772.000000 Penalty: 4297.031250
	Iteration 6F: 3 clusters Score -732772 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -733056.250000 Penalty: 4297.031250
	Iteration 7F: 3 clusters Score -733056.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -733247.750000 Penalty: 4297.031250
	Iteration 8Q: 3 clusters Score -733247.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -733403.250000 Penalty: 4297.031250
	Iteration 9Q: 3 clusters Score -733403.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -733520.437500 Penalty: 4297.031250
	Iteration 10Q: 3 clusters Score -733520.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -733591.000000 Penalty: 4297.031250
	Iteration 11Q: 3 clusters Score -733591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -733656.187500 Penalty: 4297.031250
	Iteration 12Q: 3 clusters Score -733656.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -733717.062500 Penalty: 4297.031250
	Iteration 13Q: 3 clusters Score -733717.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -733756.437500 Penalty: 4297.031250
	Iteration 14Q: 3 clusters Score -733756.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -733786.187500 Penalty: 4297.031250
	Iteration 15Q: 3 clusters Score -733786.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -733811.562500 Penalty: 4297.031250
	Iteration 16Q: 3 clusters Score -733811.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -733827.562500 Penalty: 4297.031250
	Iteration 17Q: 3 clusters Score -733827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -733836.312500 Penalty: 4297.031250
	Iteration 18Q: 3 clusters Score -733836.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -733846.625000 Penalty: 4297.031250
	Iteration 19Q: 3 clusters Score -733846.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -733851.625000 Penalty: 4297.031250
	Iteration 20F: 3 clusters Score -733851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -733859.437500 Penalty: 4297.031250
	Iteration 21Q: 3 clusters Score -733859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -733861.000000 Penalty: 4297.031250
	Iteration 22Q: 3 clusters Score -733861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -733865.250000 Penalty: 4297.031250
	Iteration 23Q: 3 clusters Score -733865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -733866.812500 Penalty: 4297.031250
	Iteration 24Q: 3 clusters Score -733866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -733867.500000 Penalty: 4297.031250
	Iteration 25Q: 3 clusters Score -733867.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -733872.625000 Penalty: 4297.031250
	Iteration 26Q: 3 clusters Score -733872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -733875.375000 Penalty: 4297.031250
	Iteration 27Q: 3 clusters Score -733875.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -733878.125000 Penalty: 4297.031250
	Iteration 28Q: 3 clusters Score -733878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -733882.125000 Penalty: 4297.031250
	Iteration 29Q: 3 clusters Score -733882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -733883.625000 Penalty: 4297.031250
	Iteration 30Q: 3 clusters Score -733883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -733884.375000 Penalty: 4297.031250
	Iteration 31Q: 3 clusters Score -733884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -733887.125000 Penalty: 4297.031250
	Iteration 32Q: 3 clusters Score -733887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -733886.937500 Penalty: 4297.031250
	Iteration 33Q: 3 clusters Score -733886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -733887.375000 Penalty: 4297.031250
	Iteration 34Q: 3 clusters Score -733887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -733887.500000 Penalty: 4297.031250
	Iteration 35Q: 3 clusters Score -733887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -733889.687500 Penalty: 4297.031250
	Iteration 36Q: 3 clusters Score -733889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -733889.625000 Penalty: 4297.031250
	Iteration 37Q: 3 clusters Score -733889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -733890.000000 Penalty: 4297.031250
	Iteration 38Q: 3 clusters Score -733890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -733890.000000 Penalty: 4297.031250
	Iteration 39F: 3 clusters Score -733890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Entering Unmasked Estep 
Score: -1209596.750000 Penalty: 2270.135010
	Iteration 0F: 2 clusters Score -1209597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1202222.250000 Penalty: 4540.270020
	Iteration 0F: 3 clusters Score -1202222 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1204332.875000 Penalty: 4540.270020
	Iteration 1F: 3 clusters Score -1204333 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1204675.125000 Penalty: 4540.270020
	Iteration 2F: 3 clusters Score -1204675 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1204925.125000 Penalty: 4540.270020
	Iteration 3F: 3 clusters Score -1204925 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1205138.250000 Penalty: 4540.270020
	Iteration 4Q: 3 clusters Score -1205138 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1205328.500000 Penalty: 4540.270020
	Iteration 5Q: 3 clusters Score -1205328 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1205519.625000 Penalty: 4540.270020
	Iteration 6Q: 3 clusters Score -1205520 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1205753.625000 Penalty: 4540.270020
	Iteration 7Q: 3 clusters Score -1205754 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1205999.250000 Penalty: 4540.270020
	Iteration 8Q: 3 clusters Score -1205999 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1206259.750000 Penalty: 4540.270020
	Iteration 9Q: 3 clusters Score -1206260 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1206519.125000 Penalty: 4540.270020
	Iteration 10Q: 3 clusters Score -1206519 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1206758.875000 Penalty: 4540.270020
	Iteration 11Q: 3 clusters Score -1206759 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1206948.375000 Penalty: 4540.270020
	Iteration 12Q: 3 clusters Score -1206948 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1207098.375000 Penalty: 4540.270020
	Iteration 13Q: 3 clusters Score -1207098 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1207218.625000 Penalty: 4540.270020
	Iteration 14Q: 3 clusters Score -1207219 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1207309.500000 Penalty: 4540.270020
	Iteration 15Q: 3 clusters Score -1207310 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1207395.125000 Penalty: 4540.270020
	Iteration 16Q: 3 clusters Score -1207395 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1207478.125000 Penalty: 4540.270020
	Iteration 17Q: 3 clusters Score -1207478 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1207548.000000 Penalty: 4540.270020
	Iteration 18Q: 3 clusters Score -1207548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1207607.000000 Penalty: 4540.270020
	Iteration 19Q: 3 clusters Score -1207607 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1207669.125000 Penalty: 4540.270020
	Iteration 20F: 3 clusters Score -1207669 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1207725.375000 Penalty: 4540.270020
	Iteration 21Q: 3 clusters Score -1207725 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1207765.500000 Penalty: 4540.270020
	Iteration 22Q: 3 clusters Score -1207766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1207802.625000 Penalty: 4540.270020
	Iteration 23Q: 3 clusters Score -1207803 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1207831.750000 Penalty: 4540.270020
	Iteration 24Q: 3 clusters Score -1207832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1207858.750000 Penalty: 4540.270020
	Iteration 25Q: 3 clusters Score -1207859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1207881.750000 Penalty: 4540.270020
	Iteration 26Q: 3 clusters Score -1207882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1207900.750000 Penalty: 4540.270020
	Iteration 27Q: 3 clusters Score -1207901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1207921.250000 Penalty: 4540.270020
	Iteration 28Q: 3 clusters Score -1207921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1207942.750000 Penalty: 4540.270020
	Iteration 29Q: 3 clusters Score -1207943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1207966.500000 Penalty: 4540.270020
	Iteration 30Q: 3 clusters Score -1207966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1207988.000000 Penalty: 4540.270020
	Iteration 31Q: 3 clusters Score -1207988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1208010.875000 Penalty: 4540.270020
	Iteration 32Q: 3 clusters Score -1208011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1208032.500000 Penalty: 4540.270020
	Iteration 33Q: 3 clusters Score -1208032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1208048.125000 Penalty: 4540.270020
	Iteration 34Q: 3 clusters Score -1208048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1208065.375000 Penalty: 4540.270020
	Iteration 35Q: 3 clusters Score -1208065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1208076.250000 Penalty: 4540.270020
	Iteration 36Q: 3 clusters Score -1208076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1208087.250000 Penalty: 4540.270020
	Iteration 37Q: 3 clusters Score -1208087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1208095.500000 Penalty: 4540.270020
	Iteration 38Q: 3 clusters Score -1208096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1208109.375000 Penalty: 4540.270020
	Iteration 39Q: 3 clusters Score -1208109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1208121.375000 Penalty: 4540.270020
	Iteration 40F: 3 clusters Score -1208121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1208132.625000 Penalty: 4540.270020
	Iteration 41Q: 3 clusters Score -1208133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1208142.750000 Penalty: 4540.270020
	Iteration 42Q: 3 clusters Score -1208143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1208146.875000 Penalty: 4540.270020
	Iteration 43Q: 3 clusters Score -1208147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1208154.375000 Penalty: 4540.270020
	Iteration 44Q: 3 clusters Score -1208154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1208158.000000 Penalty: 4540.270020
	Iteration 45Q: 3 clusters Score -1208158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1208157.375000 Penalty: 4540.270020
	Iteration 46Q: 3 clusters Score -1208157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1208160.125000 Penalty: 4540.270020
	Iteration 47Q: 3 clusters Score -1208160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1208162.750000 Penalty: 4540.270020
	Iteration 48Q: 3 clusters Score -1208163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1208165.875000 Penalty: 4540.270020
	Iteration 49Q: 3 clusters Score -1208166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1208165.625000 Penalty: 4540.270020
	Iteration 50Q: 3 clusters Score -1208166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1208168.250000 Penalty: 4540.270020
	Iteration 51Q: 3 clusters Score -1208168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1208168.250000 Penalty: 4540.270020
	Iteration 52F: 3 clusters Score -1208168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Entering Unmasked Estep 
Score: -6207547.500000 Penalty: 2671.704102
	Iteration 0F: 2 clusters Score -6207548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -6175421.500000 Penalty: 5343.408203
	Iteration 0F: 3 clusters Score -6175422 nChanged 21919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -6187695.500000 Penalty: 5343.408203
	Iteration 1F: 3 clusters Score -6187696 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -6188459.500000 Penalty: 5343.408203
	Iteration 2Q: 3 clusters Score -6188460 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6189357.500000 Penalty: 5343.408203
	Iteration 3Q: 3 clusters Score -6189358 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -6190605.500000 Penalty: 5343.408203
	Iteration 4F: 3 clusters Score -6190606 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -6192260.000000 Penalty: 5343.408203
	Iteration 5F: 3 clusters Score -6192260 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -6194603.000000 Penalty: 5343.408203
	Iteration 6F: 3 clusters Score -6194603 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -6197483.500000 Penalty: 5343.408203
	Iteration 7F: 3 clusters Score -6197484 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -6200375.500000 Penalty: 5343.408203
	Iteration 8F: 3 clusters Score -6200376 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -6202813.000000 Penalty: 5343.408203
	Iteration 9F: 3 clusters Score -6202813 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6204204.000000 Penalty: 5343.408203
	Iteration 10Q: 3 clusters Score -6204204 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -6204825.000000 Penalty: 5343.408203
	Iteration 11Q: 3 clusters Score -6204825 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -6205128.000000 Penalty: 5343.408203
	Iteration 12Q: 3 clusters Score -6205128 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -6205281.000000 Penalty: 5343.408203
	Iteration 13Q: 3 clusters Score -6205281 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -6205373.500000 Penalty: 5343.408203
	Iteration 14Q: 3 clusters Score -6205374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6205453.500000 Penalty: 5343.408203
	Iteration 15Q: 3 clusters Score -6205454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6205488.500000 Penalty: 5343.408203
	Iteration 16Q: 3 clusters Score -6205488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -6205500.000000 Penalty: 5343.408203
	Iteration 17Q: 3 clusters Score -6205500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -6205514.500000 Penalty: 5343.408203
	Iteration 18Q: 3 clusters Score -6205514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -6205526.500000 Penalty: 5343.408203
	Iteration 19Q: 3 clusters Score -6205526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6205533.000000 Penalty: 5343.408203
	Iteration 20F: 3 clusters Score -6205533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -6205537.000000 Penalty: 5343.408203
	Iteration 21Q: 3 clusters Score -6205537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -6205534.000000 Penalty: 5343.408203
	Iteration 22Q: 3 clusters Score -6205534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -6205535.500000 Penalty: 5343.408203
	Iteration 23Q: 3 clusters Score -6205536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -6205536.000000 Penalty: 5343.408203
	Iteration 24Q: 3 clusters Score -6205536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -6205536.000000 Penalty: 5343.408203
	Iteration 25Q: 3 clusters Score -6205536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -6205540.000000 Penalty: 5343.408203
	Iteration 26Q: 3 clusters Score -6205540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -6205553.000000 Penalty: 5343.408203
	Iteration 27Q: 3 clusters Score -6205553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -6205561.500000 Penalty: 5343.408203
	Iteration 28Q: 3 clusters Score -6205562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -6205560.000000 Penalty: 5343.408203
	Iteration 29Q: 3 clusters Score -6205560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -6205556.000000 Penalty: 5343.408203
	Iteration 30Q: 3 clusters Score -6205556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -6205556.000000 Penalty: 5343.408203
	Iteration 31F: 3 clusters Score -6205556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Entering Unmasked Estep 
Score: -5282535.000000 Penalty: 2627.437744
	Iteration 0F: 2 clusters Score -5282535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -5255530.500000 Penalty: 5254.875488
	Iteration 0F: 3 clusters Score -5255530 nChanged 18174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5265493.000000 Penalty: 5254.875488
	Iteration 1F: 3 clusters Score -5265493 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -5266139.500000 Penalty: 5254.875488
	Iteration 2Q: 3 clusters Score -5266140 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5266754.500000 Penalty: 5254.875488
	Iteration 3Q: 3 clusters Score -5266754 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5267598.500000 Penalty: 5254.875488
	Iteration 4Q: 3 clusters Score -5267598 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -5268885.500000 Penalty: 5254.875488
	Iteration 5F: 3 clusters Score -5268886 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -5270849.000000 Penalty: 5254.875488
	Iteration 6F: 3 clusters Score -5270849 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -5273313.000000 Penalty: 5254.875488
	Iteration 7F: 3 clusters Score -5273313 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -5275973.000000 Penalty: 5254.875488
	Iteration 8F: 3 clusters Score -5275973 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -5278068.500000 Penalty: 5254.875488
	Iteration 9F: 3 clusters Score -5278068 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -5279216.500000 Penalty: 5254.875488
	Iteration 10Q: 3 clusters Score -5279216 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5279767.500000 Penalty: 5254.875488
	Iteration 11Q: 3 clusters Score -5279768 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -5280000.000000 Penalty: 5254.875488
	Iteration 12Q: 3 clusters Score -5280000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -5280111.000000 Penalty: 5254.875488
	Iteration 13Q: 3 clusters Score -5280111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -5280194.000000 Penalty: 5254.875488
	Iteration 14Q: 3 clusters Score -5280194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -5280240.500000 Penalty: 5254.875488
	Iteration 15Q: 3 clusters Score -5280240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -5280279.000000 Penalty: 5254.875488
	Iteration 16Q: 3 clusters Score -5280279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -5280317.000000 Penalty: 5254.875488
	Iteration 17Q: 3 clusters Score -5280317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5280337.000000 Penalty: 5254.875488
	Iteration 18Q: 3 clusters Score -5280337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5280348.500000 Penalty: 5254.875488
	Iteration 19Q: 3 clusters Score -5280348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -5280353.500000 Penalty: 5254.875488
	Iteration 20F: 3 clusters Score -5280354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5280355.500000 Penalty: 5254.875488
	Iteration 21Q: 3 clusters Score -5280356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5280354.500000 Penalty: 5254.875488
	Iteration 22Q: 3 clusters Score -5280354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -5280361.000000 Penalty: 5254.875488
	Iteration 23Q: 3 clusters Score -5280361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5280357.000000 Penalty: 5254.875488
	Iteration 24Q: 3 clusters Score -5280357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -5280360.000000 Penalty: 5254.875488
	Iteration 25Q: 3 clusters Score -5280360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -5280360.000000 Penalty: 5254.875488
	Iteration 26F: 3 clusters Score -5280360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -128378.296875 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -128378.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -126407.789062 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -126407.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127215.187500 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -127215.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127936.367188 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -127936.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128417.671875 Penalty: 3513.776367
	Iteration 3F: 3 clusters Score -128417.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128806.101562 Penalty: 3513.776367
	Iteration 4F: 3 clusters Score -128806.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129026.531250 Penalty: 3513.776367
	Iteration 5Q: 3 clusters Score -129026.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129153.484375 Penalty: 3513.776367
	Iteration 6Q: 3 clusters Score -129153.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129253.796875 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -129253.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129358.210938 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -129358.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129458.343750 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -129458.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129523.429688 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -129523.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -129547.734375 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -129547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129551.820312 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -129551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129553.007812 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -129553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129553.007812 Penalty: 3513.776367
	Iteration 14F: 3 clusters Score -129553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 194271 members 
Mstep: Class 5 contains 45346 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 68993 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 30982 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 45778 members 
Mstep: Class 14 contains 37205 members 
Mstep: Class 15 contains 37183 members 
Mstep: Class 16 contains 188423 members 
Mstep: Class 17 contains 25319 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 47715 members 
Mstep: Class 21 contains 39915 members 
Mstep: Class 22 contains 559 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 736 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 203195 members 
Mstep: Class 27 contains 634 members 
Entering Unmasked Estep 
Score: -133227616.000000 Penalty: 92692.289062
Splitting cluster 22 changes total score from -133227952.000000 to -133227616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -330081.937500 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -330081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -327144.375000 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -327144.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -327742.593750 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -327742.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -327888.062500 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -327888.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -327975.093750 Penalty: 3882.707031
	Iteration 3Q: 3 clusters Score -327975.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -328041.593750 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -328041.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -328090.437500 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -328090.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -328127.593750 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -328127.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -328164.375000 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -328164.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -328192.437500 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -328192.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -328210.531250 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -328210.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -328225.093750 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -328225.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -328242.718750 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -328242.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -328256.343750 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -328256.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -328266.687500 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -328266.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -328276.218750 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -328276.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -328285.218750 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -328285.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -328298.718750 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -328298.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -328309.781250 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -328309.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -328319.875000 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -328319.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -328329.156250 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -328329.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -328338.093750 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -328338.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -328354.093750 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -328354.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -328368.812500 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -328368.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -328380.187500 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -328380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -328391.625000 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -328391.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -328401.812500 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -328401.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -328407.406250 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -328407.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -328416.906250 Penalty: 3882.707031
	Iteration 27Q: 3 clusters Score -328416.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -328424.406250 Penalty: 3882.707031
	Iteration 28Q: 3 clusters Score -328424.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -328429.406250 Penalty: 3882.707031
	Iteration 29Q: 3 clusters Score -328429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -328434.343750 Penalty: 3882.707031
	Iteration 30Q: 3 clusters Score -328434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -328436.718750 Penalty: 3882.707031
	Iteration 31Q: 3 clusters Score -328436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -328442.000000 Penalty: 3882.707031
	Iteration 32Q: 3 clusters Score -328442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -328445.843750 Penalty: 3882.707031
	Iteration 33Q: 3 clusters Score -328445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -328448.875000 Penalty: 3882.707031
	Iteration 34Q: 3 clusters Score -328448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -328452.343750 Penalty: 3882.707031
	Iteration 35Q: 3 clusters Score -328452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -328453.562500 Penalty: 3882.707031
	Iteration 36Q: 3 clusters Score -328453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -328458.593750 Penalty: 3882.707031
	Iteration 37Q: 3 clusters Score -328458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -328461.093750 Penalty: 3882.707031
	Iteration 38Q: 3 clusters Score -328461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -328462.437500 Penalty: 3882.707031
	Iteration 39Q: 3 clusters Score -328462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -328462.968750 Penalty: 3882.707031
	Iteration 40F: 3 clusters Score -328463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -79389.703125 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -79389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77834.179688 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -77834.18 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78686.414062 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -78686.41 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79336.257812 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -79336.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -79990.562500 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -79990.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80448.203125 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -80448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -80575.789062 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -80575.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80734.304688 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -80734.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -80889.984375 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -80889.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80902.804688 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -80902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -80923.585938 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -80923.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -80957.179688 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -80957.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -80961.554688 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -80961.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -80972.859375 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -80972.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -80983.531250 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -80983.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -80993.750000 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -80993.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -81011.976562 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -81011.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -81022.554688 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -81022.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -81022.554688 Penalty: 3274.210205
	Iteration 17F: 3 clusters Score -81022.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 194271 members 
Mstep: Class 5 contains 45346 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 68993 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 30982 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 45778 members 
Mstep: Class 14 contains 37205 members 
Mstep: Class 15 contains 37183 members 
Mstep: Class 16 contains 188423 members 
Mstep: Class 17 contains 25319 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 47715 members 
Mstep: Class 21 contains 39915 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 203195 members 
Mstep: Class 27 contains 208 members 
Entering Unmasked Estep 
Score: -133227648.000000 Penalty: 92692.289062
Splitting cluster 24 changes total score from -133227952.000000 to -133227648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -31602.863281 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -31602.86 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 168 members 
Entering Unmasked Estep 
Score: -30399.074219 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -30399.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30655.591797 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -30655.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30748.292969 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -30748.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30814.232422 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -30814.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30825.429688 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -30825.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30884.218750 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -30884.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30912.830078 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -30912.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30922.746094 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -30922.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30933.640625 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -30933.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30937.521484 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -30937.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30939.281250 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -30939.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30939.281250 Penalty: 2892.613770
	Iteration 11F: 3 clusters Score -30939.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (203195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203195 members 
Entering Unmasked Estep 
Score: -26963342.000000 Penalty: 3031.036377
	Iteration 0F: 2 clusters Score -2.696334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101486 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -26832932.000000 Penalty: 6062.072754
	Iteration 0F: 3 clusters Score -2.683293e+07 nChanged 97663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 103276 members 
Entering Unmasked Estep 
Score: -26889672.000000 Penalty: 6062.072754
	Iteration 1F: 3 clusters Score -2.688967e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 104076 members 
Entering Unmasked Estep 
Score: -26890674.000000 Penalty: 6062.072754
	Iteration 2Q: 3 clusters Score -2.689067e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 105342 members 
Entering Unmasked Estep 
Score: -26891986.000000 Penalty: 6062.072754
	Iteration 3Q: 3 clusters Score -2.689199e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 107313 members 
Entering Unmasked Estep 
Score: -26893880.000000 Penalty: 6062.072754
	Iteration 4Q: 3 clusters Score -2.689388e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 110568 members 
Entering Unmasked Estep 
Score: -26896456.000000 Penalty: 6062.072754
	Iteration 5Q: 3 clusters Score -2.689646e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
Score: -26901580.000000 Penalty: 6062.072754
	Iteration 6Q: 3 clusters Score -2.690158e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 123345 members 
Entering Unmasked Estep 
Score: -26909830.000000 Penalty: 6062.072754
	Iteration 7F: 3 clusters Score -2.690983e+07 nChanged 14278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 132375 members 
Entering Unmasked Estep 
Score: -26922674.000000 Penalty: 6062.072754
	Iteration 8F: 3 clusters Score -2.692267e+07 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 140559 members 
Entering Unmasked Estep 
Score: -26935300.000000 Penalty: 6062.072754
	Iteration 9F: 3 clusters Score -2.69353e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 146229 members 
Entering Unmasked Estep 
Score: -26943196.000000 Penalty: 6062.072754
	Iteration 10F: 3 clusters Score -2.69432e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 150565 members 
Entering Unmasked Estep 
Score: -26946976.000000 Penalty: 6062.072754
	Iteration 11Q: 3 clusters Score -2.694698e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 154597 members 
Entering Unmasked Estep 
Score: -26949604.000000 Penalty: 6062.072754
	Iteration 12Q: 3 clusters Score -2.69496e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 158476 members 
Entering Unmasked Estep 
Score: -26951764.000000 Penalty: 6062.072754
	Iteration 13Q: 3 clusters Score -2.695176e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 162119 members 
Entering Unmasked Estep 
Score: -26953522.000000 Penalty: 6062.072754
	Iteration 14Q: 3 clusters Score -2.695352e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -26955130.000000 Penalty: 6062.072754
	Iteration 15Q: 3 clusters Score -2.695513e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -26956594.000000 Penalty: 6062.072754
	Iteration 16Q: 3 clusters Score -2.695659e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 171535 members 
Entering Unmasked Estep 
Score: -26957698.000000 Penalty: 6062.072754
	Iteration 17Q: 3 clusters Score -2.69577e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -26958594.000000 Penalty: 6062.072754
	Iteration 18Q: 3 clusters Score -2.695859e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 176425 members 
Entering Unmasked Estep 
Score: -26959176.000000 Penalty: 6062.072754
	Iteration 19Q: 3 clusters Score -2.695918e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 178588 members 
Entering Unmasked Estep 
Score: -26959690.000000 Penalty: 6062.072754
	Iteration 20F: 3 clusters Score -2.695969e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 180654 members 
Entering Unmasked Estep 
Score: -26960016.000000 Penalty: 6062.072754
	Iteration 21Q: 3 clusters Score -2.696002e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 182620 members 
Entering Unmasked Estep 
Score: -26960390.000000 Penalty: 6062.072754
	Iteration 22Q: 3 clusters Score -2.696039e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 184468 members 
Entering Unmasked Estep 
Score: -26960612.000000 Penalty: 6062.072754
	Iteration 23Q: 3 clusters Score -2.696061e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 186122 members 
Entering Unmasked Estep 
Score: -26960832.000000 Penalty: 6062.072754
	Iteration 24Q: 3 clusters Score -2.696083e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 187608 members 
Entering Unmasked Estep 
Score: -26960990.000000 Penalty: 6062.072754
	Iteration 25Q: 3 clusters Score -2.696099e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 189099 members 
Entering Unmasked Estep 
Score: -26961326.000000 Penalty: 6062.072754
	Iteration 26Q: 3 clusters Score -2.696133e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 190443 members 
Entering Unmasked Estep 
Score: -26961512.000000 Penalty: 6062.072754
	Iteration 27Q: 3 clusters Score -2.696151e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 191629 members 
Entering Unmasked Estep 
Score: -26961804.000000 Penalty: 6062.072754
	Iteration 28Q: 3 clusters Score -2.69618e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 192707 members 
Entering Unmasked Estep 
Score: -26961764.000000 Penalty: 6062.072754
	Iteration 29Q: 3 clusters Score -2.696176e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 193644 members 
Entering Unmasked Estep 
Score: -26961820.000000 Penalty: 6062.072754
	Iteration 30Q: 3 clusters Score -2.696182e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 194538 members 
Entering Unmasked Estep 
Score: -26961846.000000 Penalty: 6062.072754
	Iteration 31Q: 3 clusters Score -2.696185e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 195327 members 
Entering Unmasked Estep 
Score: -26961908.000000 Penalty: 6062.072754
	Iteration 32Q: 3 clusters Score -2.696191e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 196008 members 
Entering Unmasked Estep 
Score: -26962020.000000 Penalty: 6062.072754
	Iteration 33Q: 3 clusters Score -2.696202e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 196649 members 
Entering Unmasked Estep 
Score: -26962154.000000 Penalty: 6062.072754
	Iteration 34Q: 3 clusters Score -2.696215e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 197176 members 
Entering Unmasked Estep 
Score: -26962184.000000 Penalty: 6062.072754
	Iteration 35Q: 3 clusters Score -2.696218e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 197639 members 
Entering Unmasked Estep 
Score: -26962170.000000 Penalty: 6062.072754
	Iteration 36Q: 3 clusters Score -2.696217e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 198033 members 
Entering Unmasked Estep 
Score: -26962094.000000 Penalty: 6062.072754
	Iteration 37Q: 3 clusters Score -2.696209e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 198346 members 
Entering Unmasked Estep 
Score: -26962074.000000 Penalty: 6062.072754
	Iteration 38Q: 3 clusters Score -2.696207e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 198623 members 
Entering Unmasked Estep 
Score: -26962094.000000 Penalty: 6062.072754
	Iteration 39Q: 3 clusters Score -2.696209e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 198851 members 
Entering Unmasked Estep 
Score: -26962092.000000 Penalty: 6062.072754
	Iteration 40F: 3 clusters Score -2.696209e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 199038 members 
Entering Unmasked Estep 
Score: -26962080.000000 Penalty: 6062.072754
	Iteration 41Q: 3 clusters Score -2.696208e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 199175 members 
Entering Unmasked Estep 
Score: -26962082.000000 Penalty: 6062.072754
	Iteration 42Q: 3 clusters Score -2.696208e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 199293 members 
Entering Unmasked Estep 
Score: -26962064.000000 Penalty: 6062.072754
	Iteration 43Q: 3 clusters Score -2.696206e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 199388 members 
Entering Unmasked Estep 
Score: -26962108.000000 Penalty: 6062.072754
	Iteration 44Q: 3 clusters Score -2.696211e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 199486 members 
Entering Unmasked Estep 
Score: -26962100.000000 Penalty: 6062.072754
	Iteration 45Q: 3 clusters Score -2.69621e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 199581 members 
Entering Unmasked Estep 
Score: -26962096.000000 Penalty: 6062.072754
	Iteration 46Q: 3 clusters Score -2.69621e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 199652 members 
Entering Unmasked Estep 
Score: -26962054.000000 Penalty: 6062.072754
	Iteration 47Q: 3 clusters Score -2.696205e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 199713 members 
Entering Unmasked Estep 
Score: -26962054.000000 Penalty: 6062.072754
	Iteration 48Q: 3 clusters Score -2.696205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 199779 members 
Entering Unmasked Estep 
Score: -26962052.000000 Penalty: 6062.072754
	Iteration 49Q: 3 clusters Score -2.696205e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 199841 members 
Entering Unmasked Estep 
Score: -26962046.000000 Penalty: 6062.072754
	Iteration 50Q: 3 clusters Score -2.696205e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 199904 members 
Entering Unmasked Estep 
Score: -26962034.000000 Penalty: 6062.072754
	Iteration 51Q: 3 clusters Score -2.696203e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 199958 members 
Entering Unmasked Estep 
Score: -26962074.000000 Penalty: 6062.072754
	Iteration 52Q: 3 clusters Score -2.696207e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 199995 members 
Entering Unmasked Estep 
Score: -26962032.000000 Penalty: 6062.072754
	Iteration 53Q: 3 clusters Score -2.696203e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 200041 members 
Entering Unmasked Estep 
Score: -26962040.000000 Penalty: 6062.072754
	Iteration 54Q: 3 clusters Score -2.696204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 200086 members 
Entering Unmasked Estep 
Score: -26962050.000000 Penalty: 6062.072754
	Iteration 55Q: 3 clusters Score -2.696205e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 200132 members 
Entering Unmasked Estep 
Score: -26962012.000000 Penalty: 6062.072754
	Iteration 56Q: 3 clusters Score -2.696201e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 200169 members 
Entering Unmasked Estep 
Score: -26962000.000000 Penalty: 6062.072754
	Iteration 57Q: 3 clusters Score -2.6962e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 200196 members 
Entering Unmasked Estep 
Score: -26962002.000000 Penalty: 6062.072754
	Iteration 58Q: 3 clusters Score -2.6962e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 200230 members 
Entering Unmasked Estep 
Score: -26961990.000000 Penalty: 6062.072754
	Iteration 59Q: 3 clusters Score -2.696199e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 200264 members 
Entering Unmasked Estep 
Score: -26962006.000000 Penalty: 6062.072754
	Iteration 60F: 3 clusters Score -2.696201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 200287 members 
Entering Unmasked Estep 
Score: -26961966.000000 Penalty: 6062.072754
	Iteration 61Q: 3 clusters Score -2.696197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 200309 members 
Entering Unmasked Estep 
Score: -26961996.000000 Penalty: 6062.072754
	Iteration 62Q: 3 clusters Score -2.6962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 200330 members 
Entering Unmasked Estep 
Score: -26961968.000000 Penalty: 6062.072754
	Iteration 63Q: 3 clusters Score -2.696197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 200342 members 
Entering Unmasked Estep 
Score: -26961956.000000 Penalty: 6062.072754
	Iteration 64Q: 3 clusters Score -2.696196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 200357 members 
Entering Unmasked Estep 
Score: -26961978.000000 Penalty: 6062.072754
	Iteration 65Q: 3 clusters Score -2.696198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 200372 members 
Entering Unmasked Estep 
Score: -26962006.000000 Penalty: 6062.072754
	Iteration 66Q: 3 clusters Score -2.696201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 200383 members 
Entering Unmasked Estep 
Score: -26961994.000000 Penalty: 6062.072754
	Iteration 67Q: 3 clusters Score -2.696199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 200393 members 
Entering Unmasked Estep 
Score: -26961968.000000 Penalty: 6062.072754
	Iteration 68Q: 3 clusters Score -2.696197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 200398 members 
Entering Unmasked Estep 
Score: -26961956.000000 Penalty: 6062.072754
	Iteration 69Q: 3 clusters Score -2.696196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 200401 members 
Entering Unmasked Estep 
Score: -26961960.000000 Penalty: 6062.072754
	Iteration 70Q: 3 clusters Score -2.696196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 200404 members 
Entering Unmasked Estep 
Score: -26961956.000000 Penalty: 6062.072754
	Iteration 71Q: 3 clusters Score -2.696196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 200406 members 
Entering Unmasked Estep 
Score: -26961948.000000 Penalty: 6062.072754
	Iteration 72Q: 3 clusters Score -2.696195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 200408 members 
Entering Unmasked Estep 
Score: -26961960.000000 Penalty: 6062.072754
	Iteration 73Q: 3 clusters Score -2.696196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 200409 members 
Entering Unmasked Estep 
Score: -26961950.000000 Penalty: 6062.072754
	Iteration 74Q: 3 clusters Score -2.696195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 200409 members 
Entering Unmasked Estep 
Score: -26961950.000000 Penalty: 6062.072754
	Iteration 75F: 3 clusters Score -2.696195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 194271 members 
Mstep: Class 5 contains 45346 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 68993 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 30982 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 45778 members 
Mstep: Class 14 contains 37205 members 
Mstep: Class 15 contains 37183 members 
Mstep: Class 16 contains 188423 members 
Mstep: Class 17 contains 25319 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 47715 members 
Mstep: Class 21 contains 39915 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 736 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 203195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228088.000000 Penalty: 89259.242188
Iteration 79Q: 27 clusters Score -1.332281e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 194237 members 
Mstep: Class 5 contains 45320 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 68812 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 30686 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 45562 members 
Mstep: Class 14 contains 37201 members 
Mstep: Class 15 contains 37597 members 
Mstep: Class 16 contains 190876 members 
Mstep: Class 17 contains 25332 members 
Mstep: Class 18 contains 5762 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 20 contains 47603 members 
Mstep: Class 21 contains 40252 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 2506 members 
Mstep: Class 24 contains 736 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228600.000000 Penalty: 89259.242188
Iteration 80F: 27 clusters Score -1.332286e+08 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 13060 members 
Mstep: Class 3 contains 18584 members 
Mstep: Class 4 contains 194212 members 
Mstep: Class 5 contains 45288 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 68611 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 30376 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 45375 members 
Mstep: Class 14 contains 37185 members 
Mstep: Class 15 contains 37955 members 
Mstep: Class 16 contains 193049 members 
Mstep: Class 17 contains 25336 members 
Mstep: Class 18 contains 5734 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 47513 members 
Mstep: Class 21 contains 40568 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 2504 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 198837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228504.000000 Penalty: 89259.242188
Iteration 81Q: 27 clusters Score -1.332285e+08 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13042 members 
Mstep: Class 3 contains 18638 members 
Mstep: Class 4 contains 194199 members 
Mstep: Class 5 contains 45262 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 68391 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 30081 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 45174 members 
Mstep: Class 14 contains 37197 members 
Mstep: Class 15 contains 38273 members 
Mstep: Class 16 contains 195056 members 
Mstep: Class 17 contains 25340 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 9445 members 
Mstep: Class 20 contains 47426 members 
Mstep: Class 21 contains 40879 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2509 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 197015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228776.000000 Penalty: 89259.242188
Iteration 82Q: 27 clusters Score -1.332288e+08 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 13039 members 
Mstep: Class 3 contains 18686 members 
Mstep: Class 4 contains 194198 members 
Mstep: Class 5 contains 45226 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 68189 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 29783 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 44973 members 
Mstep: Class 14 contains 37207 members 
Mstep: Class 15 contains 38628 members 
Mstep: Class 16 contains 196737 members 
Mstep: Class 17 contains 25337 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 47369 members 
Mstep: Class 21 contains 41223 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 195412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228792.000000 Penalty: 89259.242188
Iteration 83Q: 27 clusters Score -1.332288e+08 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13036 members 
Mstep: Class 3 contains 18736 members 
Mstep: Class 4 contains 194170 members 
Mstep: Class 5 contains 45181 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 67961 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 29440 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 44779 members 
Mstep: Class 14 contains 37236 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 198199 members 
Mstep: Class 17 contains 25317 members 
Mstep: Class 18 contains 5663 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 41585 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 194175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228744.000000 Penalty: 89259.242188
Iteration 84Q: 27 clusters Score -1.332287e+08 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 13024 members 
Mstep: Class 3 contains 18798 members 
Mstep: Class 4 contains 194138 members 
Mstep: Class 5 contains 45146 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 67740 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 29115 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 44581 members 
Mstep: Class 14 contains 37260 members 
Mstep: Class 15 contains 39204 members 
Mstep: Class 16 contains 199290 members 
Mstep: Class 17 contains 25286 members 
Mstep: Class 18 contains 5645 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 47276 members 
Mstep: Class 21 contains 41924 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2508 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 193298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228672.000000 Penalty: 89259.242188
Iteration 85Q: 27 clusters Score -1.332287e+08 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13020 members 
Mstep: Class 3 contains 18859 members 
Mstep: Class 4 contains 194104 members 
Mstep: Class 5 contains 45130 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 67565 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 28740 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 44395 members 
Mstep: Class 14 contains 37286 members 
Mstep: Class 15 contains 39449 members 
Mstep: Class 16 contains 199989 members 
Mstep: Class 17 contains 25253 members 
Mstep: Class 18 contains 5634 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 42305 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2506 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 192760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228920.000000 Penalty: 89259.242188
Iteration 86Q: 27 clusters Score -1.332289e+08 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 13027 members 
Mstep: Class 3 contains 18923 members 
Mstep: Class 4 contains 194077 members 
Mstep: Class 5 contains 45097 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 67417 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 28318 members 
Mstep: Class 12 contains 3500 members 
Mstep: Class 13 contains 44227 members 
Mstep: Class 14 contains 37321 members 
Mstep: Class 15 contains 39673 members 
Mstep: Class 16 contains 200196 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 18 contains 5622 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 47284 members 
Mstep: Class 21 contains 42704 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2504 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 192629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228864.000000 Penalty: 89259.242188
Iteration 87Q: 27 clusters Score -1.332289e+08 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 13029 members 
Mstep: Class 3 contains 18985 members 
Mstep: Class 4 contains 194066 members 
Mstep: Class 5 contains 45056 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 67286 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 27840 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 44027 members 
Mstep: Class 14 contains 37363 members 
Mstep: Class 15 contains 39880 members 
Mstep: Class 16 contains 199988 members 
Mstep: Class 17 contains 25239 members 
Mstep: Class 18 contains 5614 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 47307 members 
Mstep: Class 21 contains 43106 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 192973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229200.000000 Penalty: 89259.242188
Iteration 88Q: 27 clusters Score -1.332292e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 13034 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 194072 members 
Mstep: Class 5 contains 45038 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 67160 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 43845 members 
Mstep: Class 14 contains 37391 members 
Mstep: Class 15 contains 40074 members 
Mstep: Class 16 contains 199338 members 
Mstep: Class 17 contains 25261 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 47334 members 
Mstep: Class 21 contains 43525 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 193702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229336.000000 Penalty: 89259.242188
Iteration 89Q: 27 clusters Score -1.332293e+08 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 13041 members 
Mstep: Class 3 contains 19100 members 
Mstep: Class 4 contains 194070 members 
Mstep: Class 5 contains 45039 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 67067 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 26810 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 43665 members 
Mstep: Class 14 contains 37418 members 
Mstep: Class 15 contains 40267 members 
Mstep: Class 16 contains 198319 members 
Mstep: Class 17 contains 25278 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 47346 members 
Mstep: Class 21 contains 43959 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2498 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 194795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229768.000000 Penalty: 89259.242188
Iteration 90Q: 27 clusters Score -1.332298e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 13054 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 194089 members 
Mstep: Class 5 contains 45044 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 66994 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 26256 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 43483 members 
Mstep: Class 14 contains 37445 members 
Mstep: Class 15 contains 40476 members 
Mstep: Class 16 contains 197058 members 
Mstep: Class 17 contains 25293 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 47369 members 
Mstep: Class 21 contains 44396 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 196075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229848.000000 Penalty: 89259.242188
Iteration 91Q: 27 clusters Score -1.332298e+08 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 13063 members 
Mstep: Class 3 contains 19209 members 
Mstep: Class 4 contains 194111 members 
Mstep: Class 5 contains 45042 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 66916 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 25671 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 13 contains 43315 members 
Mstep: Class 14 contains 37479 members 
Mstep: Class 15 contains 40688 members 
Mstep: Class 16 contains 195731 members 
Mstep: Class 17 contains 25289 members 
Mstep: Class 18 contains 5575 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 20 contains 47381 members 
Mstep: Class 21 contains 44818 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 197483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230112.000000 Penalty: 89259.242188
Iteration 92Q: 27 clusters Score -1.332301e+08 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13065 members 
Mstep: Class 3 contains 19261 members 
Mstep: Class 4 contains 194129 members 
Mstep: Class 5 contains 45046 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 66859 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 24975 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 43149 members 
Mstep: Class 14 contains 37487 members 
Mstep: Class 15 contains 40918 members 
Mstep: Class 16 contains 194371 members 
Mstep: Class 17 contains 25298 members 
Mstep: Class 18 contains 5566 members 
Mstep: Class 19 contains 9404 members 
Mstep: Class 20 contains 47399 members 
Mstep: Class 21 contains 45355 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 198903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230456.000000 Penalty: 89259.242188
Iteration 93Q: 27 clusters Score -1.332305e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 19299 members 
Mstep: Class 4 contains 194150 members 
Mstep: Class 5 contains 45075 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 66838 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 24231 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 42996 members 
Mstep: Class 14 contains 37483 members 
Mstep: Class 15 contains 41147 members 
Mstep: Class 16 contains 193003 members 
Mstep: Class 17 contains 25303 members 
Mstep: Class 18 contains 5559 members 
Mstep: Class 19 contains 9397 members 
Mstep: Class 20 contains 47385 members 
Mstep: Class 21 contains 45920 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 200324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230616.000000 Penalty: 89259.242188
Iteration 94Q: 27 clusters Score -1.332306e+08 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13100 members 
Mstep: Class 3 contains 19348 members 
Mstep: Class 4 contains 194163 members 
Mstep: Class 5 contains 45096 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 66806 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 23523 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 42839 members 
Mstep: Class 14 contains 37485 members 
Mstep: Class 15 contains 41374 members 
Mstep: Class 16 contains 191668 members 
Mstep: Class 17 contains 25306 members 
Mstep: Class 18 contains 5553 members 
Mstep: Class 19 contains 9395 members 
Mstep: Class 20 contains 47380 members 
Mstep: Class 21 contains 46530 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 201622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230688.000000 Penalty: 89259.242188
Iteration 95Q: 27 clusters Score -1.332307e+08 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13129 members 
Mstep: Class 3 contains 19391 members 
Mstep: Class 4 contains 194176 members 
Mstep: Class 5 contains 45098 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 66806 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 22768 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 42711 members 
Mstep: Class 14 contains 37488 members 
Mstep: Class 15 contains 41602 members 
Mstep: Class 16 contains 190428 members 
Mstep: Class 17 contains 25303 members 
Mstep: Class 18 contains 5543 members 
Mstep: Class 19 contains 9390 members 
Mstep: Class 20 contains 47400 members 
Mstep: Class 21 contains 47176 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 202788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230968.000000 Penalty: 89259.242188
Iteration 96Q: 27 clusters Score -1.33231e+08 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 13141 members 
Mstep: Class 3 contains 19433 members 
Mstep: Class 4 contains 194206 members 
Mstep: Class 5 contains 45099 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 66766 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 21954 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 37489 members 
Mstep: Class 15 contains 41853 members 
Mstep: Class 16 contains 189334 members 
Mstep: Class 17 contains 25322 members 
Mstep: Class 18 contains 5535 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 47379 members 
Mstep: Class 21 contains 47819 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 203917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231984.000000 Penalty: 89259.242188
Iteration 97Q: 27 clusters Score -1.33232e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 13149 members 
Mstep: Class 3 contains 19489 members 
Mstep: Class 4 contains 194237 members 
Mstep: Class 5 contains 45082 members 
Mstep: Class 6 contains 1370 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 66779 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 21140 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 42429 members 
Mstep: Class 14 contains 37501 members 
Mstep: Class 15 contains 42100 members 
Mstep: Class 16 contains 188331 members 
Mstep: Class 17 contains 25348 members 
Mstep: Class 18 contains 5528 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 47358 members 
Mstep: Class 21 contains 48473 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 204883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133232232.000000 Penalty: 89259.242188
Iteration 98Q: 27 clusters Score -1.332322e+08 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13138 members 
Mstep: Class 3 contains 19537 members 
Mstep: Class 4 contains 194271 members 
Mstep: Class 5 contains 45052 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 66774 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 20362 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 42290 members 
Mstep: Class 14 contains 37517 members 
Mstep: Class 15 contains 42341 members 
Mstep: Class 16 contains 187539 members 
Mstep: Class 17 contains 25389 members 
Mstep: Class 18 contains 5520 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 47326 members 
Mstep: Class 21 contains 49069 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 205700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133232760.000000 Penalty: 89259.242188
Iteration 99Q: 27 clusters Score -1.332328e+08 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 13126 members 
Mstep: Class 3 contains 19597 members 
Mstep: Class 4 contains 194288 members 
Mstep: Class 5 contains 45048 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 66802 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 19696 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 42147 members 
Mstep: Class 14 contains 37496 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 186914 members 
Mstep: Class 17 contains 25418 members 
Mstep: Class 18 contains 5512 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 47269 members 
Mstep: Class 21 contains 49572 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 206368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233072.000000 Penalty: 89259.242188
Iteration 100F: 27 clusters Score -1.332331e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 13107 members 
Mstep: Class 3 contains 19643 members 
Mstep: Class 4 contains 194296 members 
Mstep: Class 5 contains 45033 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 66859 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 19224 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 42052 members 
Mstep: Class 14 contains 37480 members 
Mstep: Class 15 contains 42793 members 
Mstep: Class 16 contains 186435 members 
Mstep: Class 17 contains 25429 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 47218 members 
Mstep: Class 21 contains 49941 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 206806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233584.000000 Penalty: 89259.242188
Iteration 101Q: 27 clusters Score -1.332336e+08 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 13091 members 
Mstep: Class 3 contains 19680 members 
Mstep: Class 4 contains 194329 members 
Mstep: Class 5 contains 45014 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 66891 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18886 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 41985 members 
Mstep: Class 14 contains 37472 members 
Mstep: Class 15 contains 43032 members 
Mstep: Class 16 contains 186101 members 
Mstep: Class 17 contains 25436 members 
Mstep: Class 18 contains 5506 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 47159 members 
Mstep: Class 21 contains 50216 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 207025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233792.000000 Penalty: 89259.242188
Iteration 102Q: 27 clusters Score -1.332338e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 13081 members 
Mstep: Class 3 contains 19720 members 
Mstep: Class 4 contains 194354 members 
Mstep: Class 5 contains 45006 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 66972 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18634 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41943 members 
Mstep: Class 14 contains 37445 members 
Mstep: Class 15 contains 43305 members 
Mstep: Class 16 contains 185905 members 
Mstep: Class 17 contains 25441 members 
Mstep: Class 18 contains 5501 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 47116 members 
Mstep: Class 21 contains 50376 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 207023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233680.000000 Penalty: 89259.242188
Iteration 103Q: 27 clusters Score -1.332337e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13066 members 
Mstep: Class 3 contains 19764 members 
Mstep: Class 4 contains 194375 members 
Mstep: Class 5 contains 44994 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 67037 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18448 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 41896 members 
Mstep: Class 14 contains 37433 members 
Mstep: Class 15 contains 43573 members 
Mstep: Class 16 contains 185922 members 
Mstep: Class 17 contains 25445 members 
Mstep: Class 18 contains 5500 members 
Mstep: Class 19 contains 9386 members 
Mstep: Class 20 contains 47060 members 
Mstep: Class 21 contains 50456 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 206855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234344.000000 Penalty: 89259.242188
Iteration 104Q: 27 clusters Score -1.332343e+08 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 13047 members 
Mstep: Class 3 contains 19805 members 
Mstep: Class 4 contains 194398 members 
Mstep: Class 5 contains 44978 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 67138 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18329 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 41872 members 
Mstep: Class 14 contains 37420 members 
Mstep: Class 15 contains 43862 members 
Mstep: Class 16 contains 185967 members 
Mstep: Class 17 contains 25432 members 
Mstep: Class 18 contains 5494 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 47020 members 
Mstep: Class 21 contains 50491 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 26 contains 206570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234264.000000 Penalty: 89259.242188
Iteration 105Q: 27 clusters Score -1.332343e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 13038 members 
Mstep: Class 3 contains 19852 members 
Mstep: Class 4 contains 194401 members 
Mstep: Class 5 contains 44961 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 67212 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18235 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 41839 members 
Mstep: Class 14 contains 37422 members 
Mstep: Class 15 contains 44147 members 
Mstep: Class 16 contains 186191 members 
Mstep: Class 17 contains 25430 members 
Mstep: Class 18 contains 5487 members 
Mstep: Class 19 contains 9385 members 
Mstep: Class 20 contains 46979 members 
Mstep: Class 21 contains 50528 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 206100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234224.000000 Penalty: 89259.242188
Iteration 106Q: 27 clusters Score -1.332342e+08 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 13041 members 
Mstep: Class 3 contains 19892 members 
Mstep: Class 4 contains 194403 members 
Mstep: Class 5 contains 44927 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 67267 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18158 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 41821 members 
Mstep: Class 14 contains 37413 members 
Mstep: Class 15 contains 44419 members 
Mstep: Class 16 contains 186433 members 
Mstep: Class 17 contains 25431 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 9382 members 
Mstep: Class 20 contains 46941 members 
Mstep: Class 21 contains 50550 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2491 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 205639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234384.000000 Penalty: 89259.242188
Iteration 107Q: 27 clusters Score -1.332344e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 19945 members 
Mstep: Class 4 contains 194411 members 
Mstep: Class 5 contains 44905 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 67316 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18124 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 41778 members 
Mstep: Class 14 contains 37419 members 
Mstep: Class 15 contains 44686 members 
Mstep: Class 16 contains 186638 members 
Mstep: Class 17 contains 25429 members 
Mstep: Class 18 contains 5473 members 
Mstep: Class 19 contains 9374 members 
Mstep: Class 20 contains 46920 members 
Mstep: Class 21 contains 50562 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 205176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234520.000000 Penalty: 89259.242188
Iteration 108Q: 27 clusters Score -1.332345e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 13035 members 
Mstep: Class 3 contains 19993 members 
Mstep: Class 4 contains 194429 members 
Mstep: Class 5 contains 44883 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 67329 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 41733 members 
Mstep: Class 14 contains 37426 members 
Mstep: Class 15 contains 44912 members 
Mstep: Class 16 contains 186906 members 
Mstep: Class 17 contains 25417 members 
Mstep: Class 18 contains 5466 members 
Mstep: Class 19 contains 9367 members 
Mstep: Class 20 contains 46891 members 
Mstep: Class 21 contains 50590 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 204710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234368.000000 Penalty: 89259.242188
Iteration 109Q: 27 clusters Score -1.332344e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 13037 members 
Mstep: Class 3 contains 20025 members 
Mstep: Class 4 contains 194446 members 
Mstep: Class 5 contains 44842 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 67353 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18092 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41714 members 
Mstep: Class 14 contains 37427 members 
Mstep: Class 15 contains 45135 members 
Mstep: Class 16 contains 187202 members 
Mstep: Class 17 contains 25423 members 
Mstep: Class 18 contains 5461 members 
Mstep: Class 19 contains 9358 members 
Mstep: Class 20 contains 46834 members 
Mstep: Class 21 contains 50607 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 204234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234688.000000 Penalty: 89259.242188
Iteration 110Q: 27 clusters Score -1.332347e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 13032 members 
Mstep: Class 3 contains 20059 members 
Mstep: Class 4 contains 194455 members 
Mstep: Class 5 contains 44815 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 67368 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18077 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 41691 members 
Mstep: Class 14 contains 37428 members 
Mstep: Class 15 contains 45350 members 
Mstep: Class 16 contains 187513 members 
Mstep: Class 17 contains 25431 members 
Mstep: Class 18 contains 5456 members 
Mstep: Class 19 contains 9356 members 
Mstep: Class 20 contains 46778 members 
Mstep: Class 21 contains 50595 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 203784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234992.000000 Penalty: 89259.242188
Iteration 111Q: 27 clusters Score -1.33235e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 13028 members 
Mstep: Class 3 contains 20101 members 
Mstep: Class 4 contains 194444 members 
Mstep: Class 5 contains 44809 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 67403 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18067 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 41654 members 
Mstep: Class 14 contains 37440 members 
Mstep: Class 15 contains 45557 members 
Mstep: Class 16 contains 187799 members 
Mstep: Class 17 contains 25442 members 
Mstep: Class 18 contains 5450 members 
Mstep: Class 19 contains 9356 members 
Mstep: Class 20 contains 46725 members 
Mstep: Class 21 contains 50585 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 203327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235008.000000 Penalty: 89259.242188
Iteration 112Q: 27 clusters Score -1.33235e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 13027 members 
Mstep: Class 3 contains 20136 members 
Mstep: Class 4 contains 194438 members 
Mstep: Class 5 contains 44807 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 67423 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18064 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 41640 members 
Mstep: Class 14 contains 37448 members 
Mstep: Class 15 contains 45731 members 
Mstep: Class 16 contains 188075 members 
Mstep: Class 17 contains 25461 members 
Mstep: Class 18 contains 5441 members 
Mstep: Class 19 contains 9355 members 
Mstep: Class 20 contains 46659 members 
Mstep: Class 21 contains 50576 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234888.000000 Penalty: 89259.242188
Iteration 113Q: 27 clusters Score -1.332349e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 13026 members 
Mstep: Class 3 contains 20170 members 
Mstep: Class 4 contains 194440 members 
Mstep: Class 5 contains 44807 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 67433 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41617 members 
Mstep: Class 14 contains 37460 members 
Mstep: Class 15 contains 45903 members 
Mstep: Class 16 contains 188340 members 
Mstep: Class 17 contains 25481 members 
Mstep: Class 18 contains 5434 members 
Mstep: Class 19 contains 9353 members 
Mstep: Class 20 contains 46592 members 
Mstep: Class 21 contains 50588 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235136.000000 Penalty: 89259.242188
Iteration 114Q: 27 clusters Score -1.332351e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13036 members 
Mstep: Class 3 contains 20211 members 
Mstep: Class 4 contains 194474 members 
Mstep: Class 5 contains 44806 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 67457 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18052 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 41593 members 
Mstep: Class 14 contains 37467 members 
Mstep: Class 15 contains 46064 members 
Mstep: Class 16 contains 188557 members 
Mstep: Class 17 contains 25495 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 9351 members 
Mstep: Class 20 contains 46522 members 
Mstep: Class 21 contains 50596 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2502 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234968.000000 Penalty: 89259.242188
Iteration 115Q: 27 clusters Score -1.33235e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 13049 members 
Mstep: Class 3 contains 20250 members 
Mstep: Class 4 contains 194493 members 
Mstep: Class 5 contains 44777 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67497 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18041 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 41562 members 
Mstep: Class 14 contains 37483 members 
Mstep: Class 15 contains 46222 members 
Mstep: Class 16 contains 188787 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 9345 members 
Mstep: Class 20 contains 46477 members 
Mstep: Class 21 contains 50607 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2503 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235416.000000 Penalty: 89259.242188
Iteration 116Q: 27 clusters Score -1.332354e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 13066 members 
Mstep: Class 3 contains 20285 members 
Mstep: Class 4 contains 194522 members 
Mstep: Class 5 contains 44759 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67528 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18032 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 41546 members 
Mstep: Class 14 contains 37497 members 
Mstep: Class 15 contains 46367 members 
Mstep: Class 16 contains 188931 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 5418 members 
Mstep: Class 19 contains 9344 members 
Mstep: Class 20 contains 46423 members 
Mstep: Class 21 contains 50596 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235520.000000 Penalty: 89259.242188
Iteration 117Q: 27 clusters Score -1.332355e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 194555 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67548 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18019 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41523 members 
Mstep: Class 14 contains 37513 members 
Mstep: Class 15 contains 46541 members 
Mstep: Class 16 contains 188977 members 
Mstep: Class 17 contains 25550 members 
Mstep: Class 18 contains 5413 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 46383 members 
Mstep: Class 21 contains 50587 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235648.000000 Penalty: 89259.242188
Iteration 118Q: 27 clusters Score -1.332356e+08 nChanged 1886
Entering ConstructFrom: 
Score: -133235648.000000 Penalty: 89259.242188
Entering ConstructFrom: 
Trying to split cluster 1 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -590258.937500 Penalty: 2095.437012
	Iteration 0F: 2 clusters Score -590258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -585910.437500 Penalty: 4190.874023
	Iteration 0F: 3 clusters Score -585910.4 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -587034.562500 Penalty: 4190.874023
	Iteration 1F: 3 clusters Score -587034.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -587365.312500 Penalty: 4190.874023
	Iteration 2F: 3 clusters Score -587365.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -587617.250000 Penalty: 4190.874023
	Iteration 3F: 3 clusters Score -587617.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -587807.437500 Penalty: 4190.874023
	Iteration 4Q: 3 clusters Score -587807.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -587984.125000 Penalty: 4190.874023
	Iteration 5Q: 3 clusters Score -587984.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -588150.625000 Penalty: 4190.874023
	Iteration 6Q: 3 clusters Score -588150.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -588345.812500 Penalty: 4190.874023
	Iteration 7Q: 3 clusters Score -588345.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -588688.062500 Penalty: 4190.874023
	Iteration 8F: 3 clusters Score -588688.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -589204.937500 Penalty: 4190.874023
	Iteration 9F: 3 clusters Score -589204.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -589679.625000 Penalty: 4190.874023
	Iteration 10F: 3 clusters Score -589679.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -589983.000000 Penalty: 4190.874023
	Iteration 11F: 3 clusters Score -589983 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -590113.625000 Penalty: 4190.874023
	Iteration 12Q: 3 clusters Score -590113.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -590165.250000 Penalty: 4190.874023
	Iteration 13Q: 3 clusters Score -590165.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -590187.500000 Penalty: 4190.874023
	Iteration 14Q: 3 clusters Score -590187.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -590199.062500 Penalty: 4190.874023
	Iteration 15Q: 3 clusters Score -590199.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -590208.937500 Penalty: 4190.874023
	Iteration 16Q: 3 clusters Score -590208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -590214.937500 Penalty: 4190.874023
	Iteration 17Q: 3 clusters Score -590214.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -590218.312500 Penalty: 4190.874023
	Iteration 18Q: 3 clusters Score -590218.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -590221.125000 Penalty: 4190.874023
	Iteration 19Q: 3 clusters Score -590221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -590223.562500 Penalty: 4190.874023
	Iteration 20F: 3 clusters Score -590223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -590224.000000 Penalty: 4190.874023
	Iteration 21Q: 3 clusters Score -590224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -590224.000000 Penalty: 4190.874023
	Iteration 22F: 3 clusters Score -590224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Entering Unmasked Estep 
Score: -1764296.875000 Penalty: 2350.657471
	Iteration 0F: 2 clusters Score -1764297 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 6484 members 
Entering Unmasked Estep 
Score: -1754673.375000 Penalty: 4701.314941
	Iteration 0F: 3 clusters Score -1754673 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1757628.750000 Penalty: 4701.314941
	Iteration 1F: 3 clusters Score -1757629 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1757984.000000 Penalty: 4701.314941
	Iteration 2F: 3 clusters Score -1757984 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1758318.875000 Penalty: 4701.314941
	Iteration 3F: 3 clusters Score -1758319 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1758668.000000 Penalty: 4701.314941
	Iteration 4F: 3 clusters Score -1758668 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1759131.125000 Penalty: 4701.314941
	Iteration 5F: 3 clusters Score -1759131 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1759758.375000 Penalty: 4701.314941
	Iteration 6F: 3 clusters Score -1759758 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1760403.250000 Penalty: 4701.314941
	Iteration 7F: 3 clusters Score -1760403 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1761025.500000 Penalty: 4701.314941
	Iteration 8F: 3 clusters Score -1761026 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1761596.375000 Penalty: 4701.314941
	Iteration 9F: 3 clusters Score -1761596 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1762031.750000 Penalty: 4701.314941
	Iteration 10Q: 3 clusters Score -1762032 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1762363.625000 Penalty: 4701.314941
	Iteration 11Q: 3 clusters Score -1762364 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1762583.875000 Penalty: 4701.314941
	Iteration 12Q: 3 clusters Score -1762584 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1762740.500000 Penalty: 4701.314941
	Iteration 13Q: 3 clusters Score -1762740 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1762834.125000 Penalty: 4701.314941
	Iteration 14Q: 3 clusters Score -1762834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1762909.625000 Penalty: 4701.314941
	Iteration 15Q: 3 clusters Score -1762910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1762959.750000 Penalty: 4701.314941
	Iteration 16Q: 3 clusters Score -1762960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1762988.375000 Penalty: 4701.314941
	Iteration 17Q: 3 clusters Score -1762988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1763011.625000 Penalty: 4701.314941
	Iteration 18Q: 3 clusters Score -1763012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1763030.500000 Penalty: 4701.314941
	Iteration 19Q: 3 clusters Score -1763030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1763038.250000 Penalty: 4701.314941
	Iteration 20F: 3 clusters Score -1763038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1763045.500000 Penalty: 4701.314941
	Iteration 21Q: 3 clusters Score -1763046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1763050.625000 Penalty: 4701.314941
	Iteration 22Q: 3 clusters Score -1763051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1763057.000000 Penalty: 4701.314941
	Iteration 23Q: 3 clusters Score -1763057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1763065.375000 Penalty: 4701.314941
	Iteration 24Q: 3 clusters Score -1763065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1763071.000000 Penalty: 4701.314941
	Iteration 25Q: 3 clusters Score -1763071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1763069.500000 Penalty: 4701.314941
	Iteration 26Q: 3 clusters Score -1763070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1763072.750000 Penalty: 4701.314941
	Iteration 27Q: 3 clusters Score -1763073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1763070.875000 Penalty: 4701.314941
	Iteration 28Q: 3 clusters Score -1763071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1763073.500000 Penalty: 4701.314941
	Iteration 29Q: 3 clusters Score -1763074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1763075.375000 Penalty: 4701.314941
	Iteration 30Q: 3 clusters Score -1763075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1763077.875000 Penalty: 4701.314941
	Iteration 31Q: 3 clusters Score -1763078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1763077.875000 Penalty: 4701.314941
	Iteration 32F: 3 clusters Score -1763078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Entering Unmasked Estep 
Score: -2539701.250000 Penalty: 2460.501221
	Iteration 0F: 2 clusters Score -2539701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2525444.250000 Penalty: 4921.002441
	Iteration 0F: 3 clusters Score -2525444 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2530258.250000 Penalty: 4921.002441
	Iteration 1F: 3 clusters Score -2530258 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2530685.500000 Penalty: 4921.002441
	Iteration 2F: 3 clusters Score -2530686 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2531020.000000 Penalty: 4921.002441
	Iteration 3Q: 3 clusters Score -2531020 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2531275.750000 Penalty: 4921.002441
	Iteration 4Q: 3 clusters Score -2531276 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2531512.000000 Penalty: 4921.002441
	Iteration 5Q: 3 clusters Score -2531512 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2531720.250000 Penalty: 4921.002441
	Iteration 6Q: 3 clusters Score -2531720 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2531928.250000 Penalty: 4921.002441
	Iteration 7Q: 3 clusters Score -2531928 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2532132.000000 Penalty: 4921.002441
	Iteration 8Q: 3 clusters Score -2532132 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2532326.750000 Penalty: 4921.002441
	Iteration 9Q: 3 clusters Score -2532327 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2532573.500000 Penalty: 4921.002441
	Iteration 10Q: 3 clusters Score -2532574 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2532901.250000 Penalty: 4921.002441
	Iteration 11Q: 3 clusters Score -2532901 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2533354.250000 Penalty: 4921.002441
	Iteration 12Q: 3 clusters Score -2533354 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2533896.000000 Penalty: 4921.002441
	Iteration 13Q: 3 clusters Score -2533896 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2534504.500000 Penalty: 4921.002441
	Iteration 14Q: 3 clusters Score -2534504 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2535083.250000 Penalty: 4921.002441
	Iteration 15Q: 3 clusters Score -2535083 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2535470.750000 Penalty: 4921.002441
	Iteration 16Q: 3 clusters Score -2535471 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2535745.750000 Penalty: 4921.002441
	Iteration 17Q: 3 clusters Score -2535746 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2535952.500000 Penalty: 4921.002441
	Iteration 18Q: 3 clusters Score -2535952 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2536093.250000 Penalty: 4921.002441
	Iteration 19Q: 3 clusters Score -2536093 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2536184.000000 Penalty: 4921.002441
	Iteration 20F: 3 clusters Score -2536184 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2536263.500000 Penalty: 4921.002441
	Iteration 21Q: 3 clusters Score -2536264 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2536322.750000 Penalty: 4921.002441
	Iteration 22Q: 3 clusters Score -2536323 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2536378.750000 Penalty: 4921.002441
	Iteration 23Q: 3 clusters Score -2536379 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2536416.750000 Penalty: 4921.002441
	Iteration 24Q: 3 clusters Score -2536417 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2536455.250000 Penalty: 4921.002441
	Iteration 25Q: 3 clusters Score -2536455 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2536475.250000 Penalty: 4921.002441
	Iteration 26Q: 3 clusters Score -2536475 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2536492.750000 Penalty: 4921.002441
	Iteration 27Q: 3 clusters Score -2536493 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2536507.000000 Penalty: 4921.002441
	Iteration 28Q: 3 clusters Score -2536507 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2536523.750000 Penalty: 4921.002441
	Iteration 29Q: 3 clusters Score -2536524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2536532.250000 Penalty: 4921.002441
	Iteration 30Q: 3 clusters Score -2536532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2536548.500000 Penalty: 4921.002441
	Iteration 31Q: 3 clusters Score -2536548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2536555.500000 Penalty: 4921.002441
	Iteration 32Q: 3 clusters Score -2536556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2536570.250000 Penalty: 4921.002441
	Iteration 33Q: 3 clusters Score -2536570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2536583.500000 Penalty: 4921.002441
	Iteration 34Q: 3 clusters Score -2536584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2536584.250000 Penalty: 4921.002441
	Iteration 35Q: 3 clusters Score -2536584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2536589.250000 Penalty: 4921.002441
	Iteration 36Q: 3 clusters Score -2536589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2536602.500000 Penalty: 4921.002441
	Iteration 37Q: 3 clusters Score -2536602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2536600.750000 Penalty: 4921.002441
	Iteration 38Q: 3 clusters Score -2536601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2536605.750000 Penalty: 4921.002441
	Iteration 39Q: 3 clusters Score -2536606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2536614.500000 Penalty: 4921.002441
	Iteration 40F: 3 clusters Score -2536614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2536621.750000 Penalty: 4921.002441
	Iteration 41Q: 3 clusters Score -2536622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2536626.250000 Penalty: 4921.002441
	Iteration 42Q: 3 clusters Score -2536626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2536629.500000 Penalty: 4921.002441
	Iteration 43Q: 3 clusters Score -2536630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2536638.500000 Penalty: 4921.002441
	Iteration 44Q: 3 clusters Score -2536638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2536633.000000 Penalty: 4921.002441
	Iteration 45Q: 3 clusters Score -2536633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2536643.500000 Penalty: 4921.002441
	Iteration 46Q: 3 clusters Score -2536644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2536645.250000 Penalty: 4921.002441
	Iteration 47Q: 3 clusters Score -2536645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2536646.250000 Penalty: 4921.002441
	Iteration 48Q: 3 clusters Score -2536646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2536651.500000 Penalty: 4921.002441
	Iteration 49Q: 3 clusters Score -2536652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2536657.500000 Penalty: 4921.002441
	Iteration 50Q: 3 clusters Score -2536658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2536658.250000 Penalty: 4921.002441
	Iteration 51Q: 3 clusters Score -2536658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2536664.500000 Penalty: 4921.002441
	Iteration 52Q: 3 clusters Score -2536664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2536662.000000 Penalty: 4921.002441
	Iteration 53Q: 3 clusters Score -2536662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2536660.750000 Penalty: 4921.002441
	Iteration 54Q: 3 clusters Score -2536661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2536663.750000 Penalty: 4921.002441
	Iteration 55Q: 3 clusters Score -2536664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2536666.250000 Penalty: 4921.002441
	Iteration 56Q: 3 clusters Score -2536666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2536662.750000 Penalty: 4921.002441
	Iteration 57Q: 3 clusters Score -2536663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2536666.500000 Penalty: 4921.002441
	Iteration 58Q: 3 clusters Score -2536666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2536668.750000 Penalty: 4921.002441
	Iteration 59Q: 3 clusters Score -2536669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2536674.750000 Penalty: 4921.002441
	Iteration 60F: 3 clusters Score -2536675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2536676.250000 Penalty: 4921.002441
	Iteration 61Q: 3 clusters Score -2536676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2536682.750000 Penalty: 4921.002441
	Iteration 62Q: 3 clusters Score -2536683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2536677.500000 Penalty: 4921.002441
	Iteration 63Q: 3 clusters Score -2536678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2536681.750000 Penalty: 4921.002441
	Iteration 64Q: 3 clusters Score -2536682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2536687.500000 Penalty: 4921.002441
	Iteration 65Q: 3 clusters Score -2536688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2536686.500000 Penalty: 4921.002441
	Iteration 66Q: 3 clusters Score -2536686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2536695.000000 Penalty: 4921.002441
	Iteration 67Q: 3 clusters Score -2536695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2536693.750000 Penalty: 4921.002441
	Iteration 68Q: 3 clusters Score -2536694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2536694.750000 Penalty: 4921.002441
	Iteration 69Q: 3 clusters Score -2536695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2536701.750000 Penalty: 4921.002441
	Iteration 70Q: 3 clusters Score -2536702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2536708.000000 Penalty: 4921.002441
	Iteration 71Q: 3 clusters Score -2536708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2536707.750000 Penalty: 4921.002441
	Iteration 72Q: 3 clusters Score -2536708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2536708.500000 Penalty: 4921.002441
	Iteration 73Q: 3 clusters Score -2536708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2536709.500000 Penalty: 4921.002441
	Iteration 74Q: 3 clusters Score -2536710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2536711.750000 Penalty: 4921.002441
	Iteration 75Q: 3 clusters Score -2536712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2536717.500000 Penalty: 4921.002441
	Iteration 76Q: 3 clusters Score -2536718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2536715.500000 Penalty: 4921.002441
	Iteration 77Q: 3 clusters Score -2536716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2536715.000000 Penalty: 4921.002441
	Iteration 78Q: 3 clusters Score -2536715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2536715.000000 Penalty: 4921.002441
	Iteration 79Q: 3 clusters Score -2536715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2536714.000000 Penalty: 4921.002441
	Iteration 80F: 3 clusters Score -2536714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2536718.250000 Penalty: 4921.002441
	Iteration 81Q: 3 clusters Score -2536718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2536723.500000 Penalty: 4921.002441
	Iteration 82Q: 3 clusters Score -2536724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2536726.500000 Penalty: 4921.002441
	Iteration 83Q: 3 clusters Score -2536726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2536724.750000 Penalty: 4921.002441
	Iteration 84Q: 3 clusters Score -2536725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2536736.750000 Penalty: 4921.002441
	Iteration 85Q: 3 clusters Score -2536737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2536730.500000 Penalty: 4921.002441
	Iteration 86Q: 3 clusters Score -2536730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2536728.250000 Penalty: 4921.002441
	Iteration 87Q: 3 clusters Score -2536728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2536729.750000 Penalty: 4921.002441
	Iteration 88Q: 3 clusters Score -2536730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2536723.000000 Penalty: 4921.002441
	Iteration 89Q: 3 clusters Score -2536723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2536725.250000 Penalty: 4921.002441
	Iteration 90Q: 3 clusters Score -2536725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2536732.500000 Penalty: 4921.002441
	Iteration 91Q: 3 clusters Score -2536732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2536734.500000 Penalty: 4921.002441
	Iteration 92Q: 3 clusters Score -2536734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2536736.500000 Penalty: 4921.002441
	Iteration 93Q: 3 clusters Score -2536736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2536737.500000 Penalty: 4921.002441
	Iteration 94Q: 3 clusters Score -2536738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2536744.500000 Penalty: 4921.002441
	Iteration 95Q: 3 clusters Score -2536744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2536741.750000 Penalty: 4921.002441
	Iteration 96Q: 3 clusters Score -2536742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2536746.500000 Penalty: 4921.002441
	Iteration 97Q: 3 clusters Score -2536746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2536751.250000 Penalty: 4921.002441
	Iteration 98Q: 3 clusters Score -2536751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2536754.500000 Penalty: 4921.002441
	Iteration 99Q: 3 clusters Score -2536754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2536755.500000 Penalty: 4921.002441
	Iteration 100F: 3 clusters Score -2536756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2536759.000000 Penalty: 4921.002441
	Iteration 101Q: 3 clusters Score -2536759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2536761.750000 Penalty: 4921.002441
	Iteration 102Q: 3 clusters Score -2536762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2536767.750000 Penalty: 4921.002441
	Iteration 103Q: 3 clusters Score -2536768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2536776.000000 Penalty: 4921.002441
	Iteration 104Q: 3 clusters Score -2536776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2536782.750000 Penalty: 4921.002441
	Iteration 105Q: 3 clusters Score -2536783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2536783.250000 Penalty: 4921.002441
	Iteration 106Q: 3 clusters Score -2536783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2536787.750000 Penalty: 4921.002441
	Iteration 107Q: 3 clusters Score -2536788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2536797.250000 Penalty: 4921.002441
	Iteration 108Q: 3 clusters Score -2536797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2536798.750000 Penalty: 4921.002441
	Iteration 109Q: 3 clusters Score -2536799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2536796.250000 Penalty: 4921.002441
	Iteration 110Q: 3 clusters Score -2536796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2536806.000000 Penalty: 4921.002441
	Iteration 111Q: 3 clusters Score -2536806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2536817.250000 Penalty: 4921.002441
	Iteration 112Q: 3 clusters Score -2536817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2536811.500000 Penalty: 4921.002441
	Iteration 113Q: 3 clusters Score -2536812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2536813.250000 Penalty: 4921.002441
	Iteration 114Q: 3 clusters Score -2536813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2536816.250000 Penalty: 4921.002441
	Iteration 115Q: 3 clusters Score -2536816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2536814.000000 Penalty: 4921.002441
	Iteration 116Q: 3 clusters Score -2536814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2536818.250000 Penalty: 4921.002441
	Iteration 117Q: 3 clusters Score -2536818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2536837.750000 Penalty: 4921.002441
	Iteration 118Q: 3 clusters Score -2536838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2536836.500000 Penalty: 4921.002441
	Iteration 119Q: 3 clusters Score -2536836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2536851.250000 Penalty: 4921.002441
	Iteration 120F: 3 clusters Score -2536851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2536854.250000 Penalty: 4921.002441
	Iteration 121Q: 3 clusters Score -2536854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2536852.750000 Penalty: 4921.002441
	Iteration 122Q: 3 clusters Score -2536853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2536858.500000 Penalty: 4921.002441
	Iteration 123Q: 3 clusters Score -2536858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2536857.750000 Penalty: 4921.002441
	Iteration 124Q: 3 clusters Score -2536858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2536869.500000 Penalty: 4921.002441
	Iteration 125Q: 3 clusters Score -2536870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2536871.750000 Penalty: 4921.002441
	Iteration 126Q: 3 clusters Score -2536872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2536873.250000 Penalty: 4921.002441
	Iteration 127Q: 3 clusters Score -2536873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2536881.250000 Penalty: 4921.002441
	Iteration 128Q: 3 clusters Score -2536881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2536893.500000 Penalty: 4921.002441
	Iteration 129Q: 3 clusters Score -2536894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2536894.500000 Penalty: 4921.002441
	Iteration 130Q: 3 clusters Score -2536894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2536898.750000 Penalty: 4921.002441
	Iteration 131Q: 3 clusters Score -2536899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2536897.750000 Penalty: 4921.002441
	Iteration 132Q: 3 clusters Score -2536898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2536896.000000 Penalty: 4921.002441
	Iteration 133Q: 3 clusters Score -2536896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2536905.250000 Penalty: 4921.002441
	Iteration 134Q: 3 clusters Score -2536905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2536921.250000 Penalty: 4921.002441
	Iteration 135Q: 3 clusters Score -2536921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2536921.750000 Penalty: 4921.002441
	Iteration 136Q: 3 clusters Score -2536922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2536926.500000 Penalty: 4921.002441
	Iteration 137Q: 3 clusters Score -2536926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2536934.750000 Penalty: 4921.002441
	Iteration 138Q: 3 clusters Score -2536935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2536940.500000 Penalty: 4921.002441
	Iteration 139Q: 3 clusters Score -2536940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2536945.500000 Penalty: 4921.002441
	Iteration 140F: 3 clusters Score -2536946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2536952.000000 Penalty: 4921.002441
	Iteration 141Q: 3 clusters Score -2536952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2536956.750000 Penalty: 4921.002441
	Iteration 142Q: 3 clusters Score -2536957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2536961.750000 Penalty: 4921.002441
	Iteration 143Q: 3 clusters Score -2536962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2536968.000000 Penalty: 4921.002441
	Iteration 144Q: 3 clusters Score -2536968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2536985.750000 Penalty: 4921.002441
	Iteration 145Q: 3 clusters Score -2536986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2536994.750000 Penalty: 4921.002441
	Iteration 146Q: 3 clusters Score -2536995 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2537018.250000 Penalty: 4921.002441
	Iteration 147Q: 3 clusters Score -2537018 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2537030.500000 Penalty: 4921.002441
	Iteration 148Q: 3 clusters Score -2537030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2537053.500000 Penalty: 4921.002441
	Iteration 149Q: 3 clusters Score -2537054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2537062.250000 Penalty: 4921.002441
	Iteration 150Q: 3 clusters Score -2537062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2537077.000000 Penalty: 4921.002441
	Iteration 151Q: 3 clusters Score -2537077 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2537082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2537102.500000 Penalty: 4921.002441
	Iteration 153Q: 3 clusters Score -2537102 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2537112.000000 Penalty: 4921.002441
	Iteration 154Q: 3 clusters Score -2537112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2537127.750000 Penalty: 4921.002441
	Iteration 155Q: 3 clusters Score -2537128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2537147.000000 Penalty: 4921.002441
	Iteration 156Q: 3 clusters Score -2537147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2537159.750000 Penalty: 4921.002441
	Iteration 157Q: 3 clusters Score -2537160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2537177.250000 Penalty: 4921.002441
	Iteration 158Q: 3 clusters Score -2537177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2537193.500000 Penalty: 4921.002441
	Iteration 159Q: 3 clusters Score -2537194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2537206.500000 Penalty: 4921.002441
	Iteration 160F: 3 clusters Score -2537206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2537217.750000 Penalty: 4921.002441
	Iteration 161Q: 3 clusters Score -2537218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2537230.000000 Penalty: 4921.002441
	Iteration 162Q: 3 clusters Score -2537230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2537236.750000 Penalty: 4921.002441
	Iteration 163Q: 3 clusters Score -2537237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2537249.000000 Penalty: 4921.002441
	Iteration 164Q: 3 clusters Score -2537249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2537267.250000 Penalty: 4921.002441
	Iteration 165Q: 3 clusters Score -2537267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2537275.750000 Penalty: 4921.002441
	Iteration 166Q: 3 clusters Score -2537276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2537294.750000 Penalty: 4921.002441
	Iteration 167Q: 3 clusters Score -2537295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2537311.000000 Penalty: 4921.002441
	Iteration 168Q: 3 clusters Score -2537311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2537326.750000 Penalty: 4921.002441
	Iteration 169Q: 3 clusters Score -2537327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2537338.750000 Penalty: 4921.002441
	Iteration 170Q: 3 clusters Score -2537339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2537351.500000 Penalty: 4921.002441
	Iteration 171Q: 3 clusters Score -2537352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2537366.500000 Penalty: 4921.002441
	Iteration 172Q: 3 clusters Score -2537366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2537378.750000 Penalty: 4921.002441
	Iteration 173Q: 3 clusters Score -2537379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2537381.250000 Penalty: 4921.002441
	Iteration 174Q: 3 clusters Score -2537381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2537390.750000 Penalty: 4921.002441
	Iteration 175Q: 3 clusters Score -2537391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2537397.250000 Penalty: 4921.002441
	Iteration 176Q: 3 clusters Score -2537397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2537402.750000 Penalty: 4921.002441
	Iteration 177Q: 3 clusters Score -2537403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2537408.750000 Penalty: 4921.002441
	Iteration 178Q: 3 clusters Score -2537409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2537422.500000 Penalty: 4921.002441
	Iteration 179Q: 3 clusters Score -2537422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2537430.250000 Penalty: 4921.002441
	Iteration 180F: 3 clusters Score -2537430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2537439.500000 Penalty: 4921.002441
	Iteration 181Q: 3 clusters Score -2537440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2537440.250000 Penalty: 4921.002441
	Iteration 182Q: 3 clusters Score -2537440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2537453.000000 Penalty: 4921.002441
	Iteration 183Q: 3 clusters Score -2537453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2537467.500000 Penalty: 4921.002441
	Iteration 184Q: 3 clusters Score -2537468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2537483.000000 Penalty: 4921.002441
	Iteration 185Q: 3 clusters Score -2537483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2537495.000000 Penalty: 4921.002441
	Iteration 186Q: 3 clusters Score -2537495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2537501.500000 Penalty: 4921.002441
	Iteration 187Q: 3 clusters Score -2537502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2537511.500000 Penalty: 4921.002441
	Iteration 188Q: 3 clusters Score -2537512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2537515.500000 Penalty: 4921.002441
	Iteration 189Q: 3 clusters Score -2537516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2537522.250000 Penalty: 4921.002441
	Iteration 190Q: 3 clusters Score -2537522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2537518.250000 Penalty: 4921.002441
	Iteration 191Q: 3 clusters Score -2537518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2537522.750000 Penalty: 4921.002441
	Iteration 192Q: 3 clusters Score -2537523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2537521.500000 Penalty: 4921.002441
	Iteration 193Q: 3 clusters Score -2537522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2537529.000000 Penalty: 4921.002441
	Iteration 194Q: 3 clusters Score -2537529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2537532.500000 Penalty: 4921.002441
	Iteration 195Q: 3 clusters Score -2537532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2537531.750000 Penalty: 4921.002441
	Iteration 196Q: 3 clusters Score -2537532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2537540.750000 Penalty: 4921.002441
	Iteration 197Q: 3 clusters Score -2537541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2537546.750000 Penalty: 4921.002441
	Iteration 198Q: 3 clusters Score -2537547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2537549.000000 Penalty: 4921.002441
	Iteration 199Q: 3 clusters Score -2537549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2537553.250000 Penalty: 4921.002441
	Iteration 200F: 3 clusters Score -2537553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2537566.250000 Penalty: 4921.002441
	Iteration 201Q: 3 clusters Score -2537566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2537573.250000 Penalty: 4921.002441
	Iteration 202Q: 3 clusters Score -2537573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2537579.250000 Penalty: 4921.002441
	Iteration 203Q: 3 clusters Score -2537579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2537587.000000 Penalty: 4921.002441
	Iteration 204Q: 3 clusters Score -2537587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2537596.000000 Penalty: 4921.002441
	Iteration 205Q: 3 clusters Score -2537596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2537608.500000 Penalty: 4921.002441
	Iteration 206Q: 3 clusters Score -2537608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2537616.250000 Penalty: 4921.002441
	Iteration 207Q: 3 clusters Score -2537616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2537621.500000 Penalty: 4921.002441
	Iteration 208Q: 3 clusters Score -2537622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2537628.000000 Penalty: 4921.002441
	Iteration 209Q: 3 clusters Score -2537628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2537635.750000 Penalty: 4921.002441
	Iteration 210Q: 3 clusters Score -2537636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2537637.750000 Penalty: 4921.002441
	Iteration 211Q: 3 clusters Score -2537638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2537642.750000 Penalty: 4921.002441
	Iteration 212Q: 3 clusters Score -2537643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2537647.500000 Penalty: 4921.002441
	Iteration 213Q: 3 clusters Score -2537648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2537649.250000 Penalty: 4921.002441
	Iteration 214Q: 3 clusters Score -2537649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2537649.500000 Penalty: 4921.002441
	Iteration 215Q: 3 clusters Score -2537650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2537649.750000 Penalty: 4921.002441
	Iteration 216Q: 3 clusters Score -2537650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2537656.000000 Penalty: 4921.002441
	Iteration 217Q: 3 clusters Score -2537656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2537652.500000 Penalty: 4921.002441
	Iteration 218Q: 3 clusters Score -2537652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2537655.000000 Penalty: 4921.002441
	Iteration 219Q: 3 clusters Score -2537655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2537656.750000 Penalty: 4921.002441
	Iteration 220F: 3 clusters Score -2537657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2537659.000000 Penalty: 4921.002441
	Iteration 221Q: 3 clusters Score -2537659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2537663.000000 Penalty: 4921.002441
	Iteration 222Q: 3 clusters Score -2537663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2537670.250000 Penalty: 4921.002441
	Iteration 223Q: 3 clusters Score -2537670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2537668.750000 Penalty: 4921.002441
	Iteration 224Q: 3 clusters Score -2537669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2537668.000000 Penalty: 4921.002441
	Iteration 225Q: 3 clusters Score -2537668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2537669.500000 Penalty: 4921.002441
	Iteration 226Q: 3 clusters Score -2537670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2537671.750000 Penalty: 4921.002441
	Iteration 227Q: 3 clusters Score -2537672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2537669.250000 Penalty: 4921.002441
	Iteration 228Q: 3 clusters Score -2537669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2537669.000000 Penalty: 4921.002441
	Iteration 229Q: 3 clusters Score -2537669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2537673.250000 Penalty: 4921.002441
	Iteration 230Q: 3 clusters Score -2537673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2537673.000000 Penalty: 4921.002441
	Iteration 231Q: 3 clusters Score -2537673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2537669.250000 Penalty: 4921.002441
	Iteration 232Q: 3 clusters Score -2537669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2537672.000000 Penalty: 4921.002441
	Iteration 233Q: 3 clusters Score -2537672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2537672.000000 Penalty: 4921.002441
	Iteration 234F: 3 clusters Score -2537672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194594 members 
Entering Unmasked Estep 
Score: -25724892.000000 Penalty: 3020.310303
	Iteration 0F: 2 clusters Score -2.572489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -25616698.000000 Penalty: 6040.620605
	Iteration 0F: 3 clusters Score -2.56167e+07 nChanged 93320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92538 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -25671462.000000 Penalty: 6040.620605
	Iteration 1F: 3 clusters Score -2.567146e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 104789 members 
Entering Unmasked Estep 
Score: -25672708.000000 Penalty: 6040.620605
	Iteration 2Q: 3 clusters Score -2.567271e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -25674568.000000 Penalty: 6040.620605
	Iteration 3Q: 3 clusters Score -2.567457e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 115276 members 
Entering Unmasked Estep 
Score: -25677674.000000 Penalty: 6040.620605
	Iteration 4Q: 3 clusters Score -2.567767e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 124206 members 
Entering Unmasked Estep 
Score: -25682704.000000 Penalty: 6040.620605
	Iteration 5F: 3 clusters Score -2.56827e+07 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 135642 members 
Entering Unmasked Estep 
Score: -25689728.000000 Penalty: 6040.620605
	Iteration 6F: 3 clusters Score -2.568973e+07 nChanged 13999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 148401 members 
Entering Unmasked Estep 
Score: -25698208.000000 Penalty: 6040.620605
	Iteration 7F: 3 clusters Score -2.569821e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 160881 members 
Entering Unmasked Estep 
Score: -25708424.000000 Penalty: 6040.620605
	Iteration 8F: 3 clusters Score -2.570842e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 171928 members 
Entering Unmasked Estep 
Score: -25715920.000000 Penalty: 6040.620605
	Iteration 9F: 3 clusters Score -2.571592e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 179982 members 
Entering Unmasked Estep 
Score: -25719928.000000 Penalty: 6040.620605
	Iteration 10Q: 3 clusters Score -2.571993e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 185086 members 
Entering Unmasked Estep 
Score: -25721760.000000 Penalty: 6040.620605
	Iteration 11Q: 3 clusters Score -2.572176e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 188111 members 
Entering Unmasked Estep 
Score: -25722410.000000 Penalty: 6040.620605
	Iteration 12Q: 3 clusters Score -2.572241e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 189875 members 
Entering Unmasked Estep 
Score: -25722728.000000 Penalty: 6040.620605
	Iteration 13Q: 3 clusters Score -2.572273e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 190929 members 
Entering Unmasked Estep 
Score: -25722800.000000 Penalty: 6040.620605
	Iteration 14Q: 3 clusters Score -2.57228e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 191601 members 
Entering Unmasked Estep 
Score: -25722890.000000 Penalty: 6040.620605
	Iteration 15Q: 3 clusters Score -2.572289e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 192039 members 
Entering Unmasked Estep 
Score: -25722952.000000 Penalty: 6040.620605
	Iteration 16Q: 3 clusters Score -2.572295e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 192354 members 
Entering Unmasked Estep 
Score: -25722954.000000 Penalty: 6040.620605
	Iteration 17Q: 3 clusters Score -2.572295e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 192590 members 
Entering Unmasked Estep 
Score: -25722946.000000 Penalty: 6040.620605
	Iteration 18Q: 3 clusters Score -2.572295e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 192756 members 
Entering Unmasked Estep 
Score: -25722940.000000 Penalty: 6040.620605
	Iteration 19Q: 3 clusters Score -2.572294e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 192871 members 
Entering Unmasked Estep 
Score: -25722970.000000 Penalty: 6040.620605
	Iteration 20F: 3 clusters Score -2.572297e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 192959 members 
Entering Unmasked Estep 
Score: -25722944.000000 Penalty: 6040.620605
	Iteration 21Q: 3 clusters Score -2.572294e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 193053 members 
Entering Unmasked Estep 
Score: -25722962.000000 Penalty: 6040.620605
	Iteration 22Q: 3 clusters Score -2.572296e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 193122 members 
Entering Unmasked Estep 
Score: -25722954.000000 Penalty: 6040.620605
	Iteration 23Q: 3 clusters Score -2.572295e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 193177 members 
Entering Unmasked Estep 
Score: -25722946.000000 Penalty: 6040.620605
	Iteration 24Q: 3 clusters Score -2.572295e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 193231 members 
Entering Unmasked Estep 
Score: -25722974.000000 Penalty: 6040.620605
	Iteration 25Q: 3 clusters Score -2.572297e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 193275 members 
Entering Unmasked Estep 
Score: -25722974.000000 Penalty: 6040.620605
	Iteration 26Q: 3 clusters Score -2.572297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 193307 members 
Entering Unmasked Estep 
Score: -25722970.000000 Penalty: 6040.620605
	Iteration 27Q: 3 clusters Score -2.572297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 193332 members 
Entering Unmasked Estep 
Score: -25722958.000000 Penalty: 6040.620605
	Iteration 28Q: 3 clusters Score -2.572296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 193351 members 
Entering Unmasked Estep 
Score: -25722972.000000 Penalty: 6040.620605
	Iteration 29Q: 3 clusters Score -2.572297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 193366 members 
Entering Unmasked Estep 
Score: -25722980.000000 Penalty: 6040.620605
	Iteration 30Q: 3 clusters Score -2.572298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 193375 members 
Entering Unmasked Estep 
Score: -25722984.000000 Penalty: 6040.620605
	Iteration 31Q: 3 clusters Score -2.572298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 193393 members 
Entering Unmasked Estep 
Score: -25722972.000000 Penalty: 6040.620605
	Iteration 32Q: 3 clusters Score -2.572297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 193405 members 
Entering Unmasked Estep 
Score: -25722964.000000 Penalty: 6040.620605
	Iteration 33Q: 3 clusters Score -2.572296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 193415 members 
Entering Unmasked Estep 
Score: -25722986.000000 Penalty: 6040.620605
	Iteration 34Q: 3 clusters Score -2.572299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 193428 members 
Entering Unmasked Estep 
Score: -25722974.000000 Penalty: 6040.620605
	Iteration 35Q: 3 clusters Score -2.572297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 193439 members 
Entering Unmasked Estep 
Score: -25722982.000000 Penalty: 6040.620605
	Iteration 36Q: 3 clusters Score -2.572298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 193453 members 
Entering Unmasked Estep 
Score: -25722970.000000 Penalty: 6040.620605
	Iteration 37Q: 3 clusters Score -2.572297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 193470 members 
Entering Unmasked Estep 
Score: -25722968.000000 Penalty: 6040.620605
	Iteration 38Q: 3 clusters Score -2.572297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -25722972.000000 Penalty: 6040.620605
	Iteration 39Q: 3 clusters Score -2.572297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 193485 members 
Entering Unmasked Estep 
Score: -25722944.000000 Penalty: 6040.620605
	Iteration 40F: 3 clusters Score -2.572294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 193490 members 
Entering Unmasked Estep 
Score: -25722950.000000 Penalty: 6040.620605
	Iteration 41Q: 3 clusters Score -2.572295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 193494 members 
Entering Unmasked Estep 
Score: -25722958.000000 Penalty: 6040.620605
	Iteration 42Q: 3 clusters Score -2.572296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 193500 members 
Entering Unmasked Estep 
Score: -25722974.000000 Penalty: 6040.620605
	Iteration 43Q: 3 clusters Score -2.572297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 193505 members 
Entering Unmasked Estep 
Score: -25722968.000000 Penalty: 6040.620605
	Iteration 44Q: 3 clusters Score -2.572297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 193507 members 
Entering Unmasked Estep 
Score: -25722988.000000 Penalty: 6040.620605
	Iteration 45Q: 3 clusters Score -2.572299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 193508 members 
Entering Unmasked Estep 
Score: -25722980.000000 Penalty: 6040.620605
	Iteration 46Q: 3 clusters Score -2.572298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 193509 members 
Entering Unmasked Estep 
Score: -25722994.000000 Penalty: 6040.620605
	Iteration 47Q: 3 clusters Score -2.572299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 193513 members 
Entering Unmasked Estep 
Score: -25722996.000000 Penalty: 6040.620605
	Iteration 48Q: 3 clusters Score -2.5723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 193514 members 
Entering Unmasked Estep 
Score: -25722992.000000 Penalty: 6040.620605
	Iteration 49Q: 3 clusters Score -2.572299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 193514 members 
Entering Unmasked Estep 
Score: -25723000.000000 Penalty: 6040.620605
	Iteration 50Q: 3 clusters Score -2.5723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 193516 members 
Entering Unmasked Estep 
Score: -25722996.000000 Penalty: 6040.620605
	Iteration 51Q: 3 clusters Score -2.5723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 193518 members 
Entering Unmasked Estep 
Score: -25723004.000000 Penalty: 6040.620605
	Iteration 52Q: 3 clusters Score -2.5723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 193517 members 
Entering Unmasked Estep 
Score: -25723010.000000 Penalty: 6040.620605
	Iteration 53Q: 3 clusters Score -2.572301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 193518 members 
Entering Unmasked Estep 
Score: -25723000.000000 Penalty: 6040.620605
	Iteration 54Q: 3 clusters Score -2.5723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 193518 members 
Entering Unmasked Estep 
Score: -25723000.000000 Penalty: 6040.620605
	Iteration 55F: 3 clusters Score -2.5723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Entering Unmasked Estep 
Score: -5956571.500000 Penalty: 2655.727295
	Iteration 0F: 2 clusters Score -5956572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -5926358.000000 Penalty: 5311.454590
	Iteration 0F: 3 clusters Score -5926358 nChanged 20548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -5937950.000000 Penalty: 5311.454590
	Iteration 1F: 3 clusters Score -5937950 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -5938773.500000 Penalty: 5311.454590
	Iteration 2Q: 3 clusters Score -5938774 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5939771.500000 Penalty: 5311.454590
	Iteration 3Q: 3 clusters Score -5939772 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -5941270.000000 Penalty: 5311.454590
	Iteration 4F: 3 clusters Score -5941270 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -5943280.500000 Penalty: 5311.454590
	Iteration 5F: 3 clusters Score -5943280 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -5945873.000000 Penalty: 5311.454590
	Iteration 6F: 3 clusters Score -5945873 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -5948502.500000 Penalty: 5311.454590
	Iteration 7F: 3 clusters Score -5948502 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -5950658.000000 Penalty: 5311.454590
	Iteration 8F: 3 clusters Score -5950658 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5952006.500000 Penalty: 5311.454590
	Iteration 9Q: 3 clusters Score -5952006 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -5952720.500000 Penalty: 5311.454590
	Iteration 10Q: 3 clusters Score -5952720 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5953085.000000 Penalty: 5311.454590
	Iteration 11Q: 3 clusters Score -5953085 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5953296.500000 Penalty: 5311.454590
	Iteration 12Q: 3 clusters Score -5953296 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5953454.500000 Penalty: 5311.454590
	Iteration 13Q: 3 clusters Score -5953454 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5953567.500000 Penalty: 5311.454590
	Iteration 14Q: 3 clusters Score -5953568 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -5953654.500000 Penalty: 5311.454590
	Iteration 15Q: 3 clusters Score -5953654 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -5953695.500000 Penalty: 5311.454590
	Iteration 16Q: 3 clusters Score -5953696 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -5953760.000000 Penalty: 5311.454590
	Iteration 17Q: 3 clusters Score -5953760 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5953815.000000 Penalty: 5311.454590
	Iteration 18Q: 3 clusters Score -5953815 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -5953861.500000 Penalty: 5311.454590
	Iteration 19Q: 3 clusters Score -5953862 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -5953893.000000 Penalty: 5311.454590
	Iteration 20F: 3 clusters Score -5953893 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5953915.500000 Penalty: 5311.454590
	Iteration 21Q: 3 clusters Score -5953916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5953944.500000 Penalty: 5311.454590
	Iteration 22Q: 3 clusters Score -5953944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5953954.000000 Penalty: 5311.454590
	Iteration 23Q: 3 clusters Score -5953954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -5953960.500000 Penalty: 5311.454590
	Iteration 24Q: 3 clusters Score -5953960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5953975.000000 Penalty: 5311.454590
	Iteration 25Q: 3 clusters Score -5953975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5954000.000000 Penalty: 5311.454590
	Iteration 26Q: 3 clusters Score -5954000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5954012.500000 Penalty: 5311.454590
	Iteration 27Q: 3 clusters Score -5954012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5954016.000000 Penalty: 5311.454590
	Iteration 28Q: 3 clusters Score -5954016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5954029.500000 Penalty: 5311.454590
	Iteration 29Q: 3 clusters Score -5954030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5954045.000000 Penalty: 5311.454590
	Iteration 30Q: 3 clusters Score -5954045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5954066.000000 Penalty: 5311.454590
	Iteration 31Q: 3 clusters Score -5954066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -5954076.000000 Penalty: 5311.454590
	Iteration 32Q: 3 clusters Score -5954076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5954081.000000 Penalty: 5311.454590
	Iteration 33Q: 3 clusters Score -5954081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5954088.500000 Penalty: 5311.454590
	Iteration 34Q: 3 clusters Score -5954088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -5954089.500000 Penalty: 5311.454590
	Iteration 35Q: 3 clusters Score -5954090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5954096.000000 Penalty: 5311.454590
	Iteration 36Q: 3 clusters Score -5954096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5954099.000000 Penalty: 5311.454590
	Iteration 37Q: 3 clusters Score -5954099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -5954126.000000 Penalty: 5311.454590
	Iteration 38Q: 3 clusters Score -5954126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5954129.500000 Penalty: 5311.454590
	Iteration 39Q: 3 clusters Score -5954130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -5954146.000000 Penalty: 5311.454590
	Iteration 40F: 3 clusters Score -5954146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -5954153.500000 Penalty: 5311.454590
	Iteration 41Q: 3 clusters Score -5954154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -5954155.500000 Penalty: 5311.454590
	Iteration 42Q: 3 clusters Score -5954156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -5954157.500000 Penalty: 5311.454590
	Iteration 43Q: 3 clusters Score -5954158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -5954170.500000 Penalty: 5311.454590
	Iteration 44Q: 3 clusters Score -5954170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5954171.000000 Penalty: 5311.454590
	Iteration 45Q: 3 clusters Score -5954171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5954169.000000 Penalty: 5311.454590
	Iteration 46Q: 3 clusters Score -5954169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5954171.500000 Penalty: 5311.454590
	Iteration 47Q: 3 clusters Score -5954172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -5954178.500000 Penalty: 5311.454590
	Iteration 48Q: 3 clusters Score -5954178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5954186.000000 Penalty: 5311.454590
	Iteration 49Q: 3 clusters Score -5954186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5954202.500000 Penalty: 5311.454590
	Iteration 50Q: 3 clusters Score -5954202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -5954204.500000 Penalty: 5311.454590
	Iteration 51Q: 3 clusters Score -5954204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5954212.500000 Penalty: 5311.454590
	Iteration 52Q: 3 clusters Score -5954212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -5954210.000000 Penalty: 5311.454590
	Iteration 53Q: 3 clusters Score -5954210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -5954212.500000 Penalty: 5311.454590
	Iteration 54Q: 3 clusters Score -5954212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5954214.000000 Penalty: 5311.454590
	Iteration 55Q: 3 clusters Score -5954214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -5954223.500000 Penalty: 5311.454590
	Iteration 56Q: 3 clusters Score -5954224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -5954227.000000 Penalty: 5311.454590
	Iteration 57Q: 3 clusters Score -5954227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5954223.000000 Penalty: 5311.454590
	Iteration 58Q: 3 clusters Score -5954223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -5954231.500000 Penalty: 5311.454590
	Iteration 59Q: 3 clusters Score -5954232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -5954242.500000 Penalty: 5311.454590
	Iteration 60F: 3 clusters Score -5954242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -5954246.000000 Penalty: 5311.454590
	Iteration 61Q: 3 clusters Score -5954246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5954244.500000 Penalty: 5311.454590
	Iteration 62Q: 3 clusters Score -5954244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5954242.500000 Penalty: 5311.454590
	Iteration 63Q: 3 clusters Score -5954242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5954242.500000 Penalty: 5311.454590
	Iteration 64F: 3 clusters Score -5954242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -175871.937500 Penalty: 1793.538574
	Iteration 0F: 2 clusters Score -175871.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173642.328125 Penalty: 3587.077148
	Iteration 0F: 3 clusters Score -173642.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -174012.046875 Penalty: 3587.077148
	Iteration 1F: 3 clusters Score -174012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -174113.390625 Penalty: 3587.077148
	Iteration 2F: 3 clusters Score -174113.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -174170.890625 Penalty: 3587.077148
	Iteration 3Q: 3 clusters Score -174170.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -174231.312500 Penalty: 3587.077148
	Iteration 4Q: 3 clusters Score -174231.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -174306.375000 Penalty: 3587.077148
	Iteration 5Q: 3 clusters Score -174306.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -174426.468750 Penalty: 3587.077148
	Iteration 6Q: 3 clusters Score -174426.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174574.796875 Penalty: 3587.077148
	Iteration 7Q: 3 clusters Score -174574.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -174692.843750 Penalty: 3587.077148
	Iteration 8Q: 3 clusters Score -174692.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -174798.781250 Penalty: 3587.077148
	Iteration 9Q: 3 clusters Score -174798.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -174878.703125 Penalty: 3587.077148
	Iteration 10Q: 3 clusters Score -174878.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -174948.453125 Penalty: 3587.077148
	Iteration 11Q: 3 clusters Score -174948.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -174988.656250 Penalty: 3587.077148
	Iteration 12Q: 3 clusters Score -174988.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175035.234375 Penalty: 3587.077148
	Iteration 13Q: 3 clusters Score -175035.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -175080.078125 Penalty: 3587.077148
	Iteration 14Q: 3 clusters Score -175080.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -175132.171875 Penalty: 3587.077148
	Iteration 15Q: 3 clusters Score -175132.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -175199.125000 Penalty: 3587.077148
	Iteration 16Q: 3 clusters Score -175199.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -175301.015625 Penalty: 3587.077148
	Iteration 17Q: 3 clusters Score -175301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -175379.015625 Penalty: 3587.077148
	Iteration 18Q: 3 clusters Score -175379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175421.296875 Penalty: 3587.077148
	Iteration 19Q: 3 clusters Score -175421.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -175456.828125 Penalty: 3587.077148
	Iteration 20F: 3 clusters Score -175456.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175483.328125 Penalty: 3587.077148
	Iteration 21Q: 3 clusters Score -175483.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175504.375000 Penalty: 3587.077148
	Iteration 22Q: 3 clusters Score -175504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175513.312500 Penalty: 3587.077148
	Iteration 23Q: 3 clusters Score -175513.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -175521.406250 Penalty: 3587.077148
	Iteration 24Q: 3 clusters Score -175521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175528.281250 Penalty: 3587.077148
	Iteration 25Q: 3 clusters Score -175528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175529.562500 Penalty: 3587.077148
	Iteration 26Q: 3 clusters Score -175529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -175530.671875 Penalty: 3587.077148
	Iteration 27Q: 3 clusters Score -175530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -175531.296875 Penalty: 3587.077148
	Iteration 28Q: 3 clusters Score -175531.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -175531.296875 Penalty: 3587.077148
	Iteration 29F: 3 clusters Score -175531.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -26972.798828 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -26972.8 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 139 members 
Entering Unmasked Estep 
Score: -25811.236328 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -25811.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26092.695312 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -26092.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26256.796875 Penalty: 2780.477783
	Iteration 2F: 3 clusters Score -26256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26346.029297 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -26346.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26418.193359 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -26418.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26487.419922 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -26487.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26531.404297 Penalty: 2780.477783
	Iteration 6Q: 3 clusters Score -26531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26542.435547 Penalty: 2780.477783
	Iteration 7Q: 3 clusters Score -26542.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26598.101562 Penalty: 2780.477783
	Iteration 8Q: 3 clusters Score -26598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26627.736328 Penalty: 2780.477783
	Iteration 9Q: 3 clusters Score -26627.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26644.101562 Penalty: 2780.477783
	Iteration 10Q: 3 clusters Score -26644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26652.523438 Penalty: 2780.477783
	Iteration 11Q: 3 clusters Score -26652.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26662.718750 Penalty: 2780.477783
	Iteration 12Q: 3 clusters Score -26662.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26686.421875 Penalty: 2780.477783
	Iteration 13Q: 3 clusters Score -26686.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26688.279297 Penalty: 2780.477783
	Iteration 14Q: 3 clusters Score -26688.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26690.810547 Penalty: 2780.477783
	Iteration 15Q: 3 clusters Score -26690.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26690.810547 Penalty: 2780.477783
	Iteration 16F: 3 clusters Score -26690.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -186220.093750 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -186220.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -183970.468750 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -183970.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -184403.515625 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -184403.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -184519.062500 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -184519.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -184584.718750 Penalty: 3608.828857
	Iteration 3Q: 3 clusters Score -184584.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -184619.343750 Penalty: 3608.828857
	Iteration 4Q: 3 clusters Score -184619.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -184650.718750 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -184650.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -184679.109375 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -184679.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -184704.734375 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -184704.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -184731.156250 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -184731.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -184754.640625 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -184754.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -184771.062500 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -184771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -184781.484375 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -184781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -184785.218750 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -184785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -184795.765625 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -184795.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -184815.984375 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -184816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -184832.453125 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -184832.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -184850.140625 Penalty: 3608.828857
	Iteration 16Q: 3 clusters Score -184850.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -184864.843750 Penalty: 3608.828857
	Iteration 17Q: 3 clusters Score -184864.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -184880.468750 Penalty: 3608.828857
	Iteration 18Q: 3 clusters Score -184880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -184892.859375 Penalty: 3608.828857
	Iteration 19Q: 3 clusters Score -184892.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -184907.343750 Penalty: 3608.828857
	Iteration 20F: 3 clusters Score -184907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -184913.593750 Penalty: 3608.828857
	Iteration 21Q: 3 clusters Score -184913.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -184916.125000 Penalty: 3608.828857
	Iteration 22Q: 3 clusters Score -184916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -184922.375000 Penalty: 3608.828857
	Iteration 23Q: 3 clusters Score -184922.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -184931.656250 Penalty: 3608.828857
	Iteration 24Q: 3 clusters Score -184931.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -184939.593750 Penalty: 3608.828857
	Iteration 25Q: 3 clusters Score -184939.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -184950.515625 Penalty: 3608.828857
	Iteration 26Q: 3 clusters Score -184950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -184960.000000 Penalty: 3608.828857
	Iteration 27Q: 3 clusters Score -184960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -184964.078125 Penalty: 3608.828857
	Iteration 28Q: 3 clusters Score -184964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -184971.578125 Penalty: 3608.828857
	Iteration 29Q: 3 clusters Score -184971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -184977.796875 Penalty: 3608.828857
	Iteration 30Q: 3 clusters Score -184977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -184981.421875 Penalty: 3608.828857
	Iteration 31Q: 3 clusters Score -184981.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -184986.609375 Penalty: 3608.828857
	Iteration 32Q: 3 clusters Score -184986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184990.328125 Penalty: 3608.828857
	Iteration 33Q: 3 clusters Score -184990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184991.968750 Penalty: 3608.828857
	Iteration 34Q: 3 clusters Score -184992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -184993.609375 Penalty: 3608.828857
	Iteration 35Q: 3 clusters Score -184993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -184993.609375 Penalty: 3608.828857
	Iteration 36F: 3 clusters Score -184993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Entering Unmasked Estep 
Score: -9047198.000000 Penalty: 2757.991699
	Iteration 0F: 2 clusters Score -9047198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -9001908.000000 Penalty: 5515.983398
	Iteration 0F: 3 clusters Score -9001908 nChanged 31511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -9019490.000000 Penalty: 5515.983398
	Iteration 1F: 3 clusters Score -9019490 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -9020337.000000 Penalty: 5515.983398
	Iteration 2Q: 3 clusters Score -9020337 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -9021231.000000 Penalty: 5515.983398
	Iteration 3Q: 3 clusters Score -9021231 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -9022462.000000 Penalty: 5515.983398
	Iteration 4Q: 3 clusters Score -9022462 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -9024107.000000 Penalty: 5515.983398
	Iteration 5Q: 3 clusters Score -9024107 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -9026186.000000 Penalty: 5515.983398
	Iteration 6F: 3 clusters Score -9026186 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -9028630.000000 Penalty: 5515.983398
	Iteration 7F: 3 clusters Score -9028630 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -9031287.000000 Penalty: 5515.983398
	Iteration 8F: 3 clusters Score -9031287 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -9034379.000000 Penalty: 5515.983398
	Iteration 9F: 3 clusters Score -9034379 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -9037264.000000 Penalty: 5515.983398
	Iteration 10F: 3 clusters Score -9037264 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -9039449.000000 Penalty: 5515.983398
	Iteration 11Q: 3 clusters Score -9039449 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -9041186.000000 Penalty: 5515.983398
	Iteration 12Q: 3 clusters Score -9041186 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -9042415.000000 Penalty: 5515.983398
	Iteration 13Q: 3 clusters Score -9042415 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -9043273.000000 Penalty: 5515.983398
	Iteration 14Q: 3 clusters Score -9043273 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -9043806.000000 Penalty: 5515.983398
	Iteration 15Q: 3 clusters Score -9043806 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -9044198.000000 Penalty: 5515.983398
	Iteration 16Q: 3 clusters Score -9044198 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -9044448.000000 Penalty: 5515.983398
	Iteration 17Q: 3 clusters Score -9044448 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -9044581.000000 Penalty: 5515.983398
	Iteration 18Q: 3 clusters Score -9044581 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -9044682.000000 Penalty: 5515.983398
	Iteration 19Q: 3 clusters Score -9044682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -9044737.000000 Penalty: 5515.983398
	Iteration 20F: 3 clusters Score -9044737 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -9044797.000000 Penalty: 5515.983398
	Iteration 21Q: 3 clusters Score -9044797 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -9044839.000000 Penalty: 5515.983398
	Iteration 22Q: 3 clusters Score -9044839 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -9044865.000000 Penalty: 5515.983398
	Iteration 23Q: 3 clusters Score -9044865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -9044886.000000 Penalty: 5515.983398
	Iteration 24Q: 3 clusters Score -9044886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -9044897.000000 Penalty: 5515.983398
	Iteration 25Q: 3 clusters Score -9044897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -9044903.000000 Penalty: 5515.983398
	Iteration 26Q: 3 clusters Score -9044903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -9044912.000000 Penalty: 5515.983398
	Iteration 27Q: 3 clusters Score -9044912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -9044917.000000 Penalty: 5515.983398
	Iteration 28Q: 3 clusters Score -9044917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -9044912.000000 Penalty: 5515.983398
	Iteration 29Q: 3 clusters Score -9044912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -9044919.000000 Penalty: 5515.983398
	Iteration 30Q: 3 clusters Score -9044919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -9044916.000000 Penalty: 5515.983398
	Iteration 31Q: 3 clusters Score -9044916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -9044908.000000 Penalty: 5515.983398
	Iteration 32Q: 3 clusters Score -9044908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -9044916.000000 Penalty: 5515.983398
	Iteration 33Q: 3 clusters Score -9044916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -9044921.000000 Penalty: 5515.983398
	Iteration 34Q: 3 clusters Score -9044921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -9044929.000000 Penalty: 5515.983398
	Iteration 35Q: 3 clusters Score -9044929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -9044936.000000 Penalty: 5515.983398
	Iteration 36Q: 3 clusters Score -9044936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -9044929.000000 Penalty: 5515.983398
	Iteration 37Q: 3 clusters Score -9044929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -9044931.000000 Penalty: 5515.983398
	Iteration 38Q: 3 clusters Score -9044931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -9044937.000000 Penalty: 5515.983398
	Iteration 39Q: 3 clusters Score -9044937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -9044939.000000 Penalty: 5515.983398
	Iteration 40F: 3 clusters Score -9044939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -9044945.000000 Penalty: 5515.983398
	Iteration 41Q: 3 clusters Score -9044945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -9044943.000000 Penalty: 5515.983398
	Iteration 42Q: 3 clusters Score -9044943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -9044946.000000 Penalty: 5515.983398
	Iteration 43Q: 3 clusters Score -9044946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -9044958.000000 Penalty: 5515.983398
	Iteration 44Q: 3 clusters Score -9044958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -9044956.000000 Penalty: 5515.983398
	Iteration 45Q: 3 clusters Score -9044956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -9044952.000000 Penalty: 5515.983398
	Iteration 46Q: 3 clusters Score -9044952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -9044952.000000 Penalty: 5515.983398
	Iteration 47F: 3 clusters Score -9044952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -66353.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -66353.89 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 331 members 
Entering Unmasked Estep 
Score: -64754.390625 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -64754.39 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65119.742188 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65119.74 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65395.761719 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -65395.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65658.828125 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -65658.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65920.070312 Penalty: 3197.076904
	Iteration 4F: 3 clusters Score -65920.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -66212.421875 Penalty: 3197.076904
	Iteration 5F: 3 clusters Score -66212.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66512.398438 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66512.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66702.921875 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66702.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66837.203125 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67037.906250 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -67037.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67082.867188 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -67082.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -67118.117188 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -67118.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67161.359375 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -67161.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -67222.765625 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -67222.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67233.414062 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -67233.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -67255.867188 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -67255.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67268.554688 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -67268.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -67272.546875 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -67272.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -67272.546875 Penalty: 3197.076904
	Iteration 18F: 3 clusters Score -67272.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 20361 members 
Mstep: Class 4 contains 194594 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67571 members 
Mstep: Class 10 contains 216 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41496 members 
Mstep: Class 14 contains 37513 members 
Mstep: Class 15 contains 46699 members 
Mstep: Class 16 contains 188923 members 
Mstep: Class 17 contains 25558 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 46343 members 
Mstep: Class 21 contains 50571 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200973 members 
Mstep: Class 27 contains 414 members 
Entering Unmasked Estep 
Score: -133234456.000000 Penalty: 92692.289062
Splitting cluster 10 changes total score from -133235648.000000 to -133234456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (18011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Entering Unmasked Estep 
Score: -2427399.750000 Penalty: 2430.086914
	Iteration 0F: 2 clusters Score -2427400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2414634.750000 Penalty: 4860.173828
	Iteration 0F: 3 clusters Score -2414635 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2418871.250000 Penalty: 4860.173828
	Iteration 1F: 3 clusters Score -2418871 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2419421.500000 Penalty: 4860.173828
	Iteration 2F: 3 clusters Score -2419422 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2420002.000000 Penalty: 4860.173828
	Iteration 3F: 3 clusters Score -2420002 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2420657.500000 Penalty: 4860.173828
	Iteration 4F: 3 clusters Score -2420658 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2421347.750000 Penalty: 4860.173828
	Iteration 5F: 3 clusters Score -2421348 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2422046.750000 Penalty: 4860.173828
	Iteration 6F: 3 clusters Score -2422047 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2422762.500000 Penalty: 4860.173828
	Iteration 7F: 3 clusters Score -2422762 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2423436.000000 Penalty: 4860.173828
	Iteration 8F: 3 clusters Score -2423436 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2424045.250000 Penalty: 4860.173828
	Iteration 9Q: 3 clusters Score -2424045 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2424563.250000 Penalty: 4860.173828
	Iteration 10Q: 3 clusters Score -2424563 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2424960.250000 Penalty: 4860.173828
	Iteration 11Q: 3 clusters Score -2424960 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2425323.250000 Penalty: 4860.173828
	Iteration 12Q: 3 clusters Score -2425323 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2425611.000000 Penalty: 4860.173828
	Iteration 13Q: 3 clusters Score -2425611 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2425832.000000 Penalty: 4860.173828
	Iteration 14Q: 3 clusters Score -2425832 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2425994.500000 Penalty: 4860.173828
	Iteration 15Q: 3 clusters Score -2425994 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2426124.750000 Penalty: 4860.173828
	Iteration 16Q: 3 clusters Score -2426125 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2426220.000000 Penalty: 4860.173828
	Iteration 17Q: 3 clusters Score -2426220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2426257.500000 Penalty: 4860.173828
	Iteration 18Q: 3 clusters Score -2426258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2426288.500000 Penalty: 4860.173828
	Iteration 19Q: 3 clusters Score -2426288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2426302.000000 Penalty: 4860.173828
	Iteration 20F: 3 clusters Score -2426302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2426314.500000 Penalty: 4860.173828
	Iteration 21Q: 3 clusters Score -2426314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2426321.750000 Penalty: 4860.173828
	Iteration 22Q: 3 clusters Score -2426322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2426330.250000 Penalty: 4860.173828
	Iteration 23Q: 3 clusters Score -2426330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2426337.500000 Penalty: 4860.173828
	Iteration 24Q: 3 clusters Score -2426338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2426339.250000 Penalty: 4860.173828
	Iteration 25Q: 3 clusters Score -2426339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2426341.000000 Penalty: 4860.173828
	Iteration 26Q: 3 clusters Score -2426341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2426348.250000 Penalty: 4860.173828
	Iteration 27Q: 3 clusters Score -2426348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2426353.250000 Penalty: 4860.173828
	Iteration 28Q: 3 clusters Score -2426353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2426354.500000 Penalty: 4860.173828
	Iteration 29Q: 3 clusters Score -2426354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2426354.500000 Penalty: 4860.173828
	Iteration 30F: 3 clusters Score -2426354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -393318.812500 Penalty: 2019.808472
	Iteration 0F: 2 clusters Score -393318.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -389736.937500 Penalty: 4039.616943
	Iteration 0F: 3 clusters Score -389736.9 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -390475.437500 Penalty: 4039.616943
	Iteration 1F: 3 clusters Score -390475.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -390716.218750 Penalty: 4039.616943
	Iteration 2F: 3 clusters Score -390716.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -390909.968750 Penalty: 4039.616943
	Iteration 3F: 3 clusters Score -390910 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -391112.156250 Penalty: 4039.616943
	Iteration 4F: 3 clusters Score -391112.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -391280.781250 Penalty: 4039.616943
	Iteration 5F: 3 clusters Score -391280.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -391390.031250 Penalty: 4039.616943
	Iteration 6Q: 3 clusters Score -391390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -391470.906250 Penalty: 4039.616943
	Iteration 7Q: 3 clusters Score -391470.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -391548.031250 Penalty: 4039.616943
	Iteration 8Q: 3 clusters Score -391548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -391616.750000 Penalty: 4039.616943
	Iteration 9Q: 3 clusters Score -391616.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -391667.187500 Penalty: 4039.616943
	Iteration 10Q: 3 clusters Score -391667.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -391710.468750 Penalty: 4039.616943
	Iteration 11Q: 3 clusters Score -391710.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -391748.593750 Penalty: 4039.616943
	Iteration 12Q: 3 clusters Score -391748.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -391784.062500 Penalty: 4039.616943
	Iteration 13Q: 3 clusters Score -391784.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -391810.093750 Penalty: 4039.616943
	Iteration 14Q: 3 clusters Score -391810.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -391829.906250 Penalty: 4039.616943
	Iteration 15Q: 3 clusters Score -391829.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -391849.406250 Penalty: 4039.616943
	Iteration 16Q: 3 clusters Score -391849.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -391869.843750 Penalty: 4039.616943
	Iteration 17Q: 3 clusters Score -391869.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -391882.343750 Penalty: 4039.616943
	Iteration 18Q: 3 clusters Score -391882.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -391893.093750 Penalty: 4039.616943
	Iteration 19Q: 3 clusters Score -391893.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -391906.218750 Penalty: 4039.616943
	Iteration 20F: 3 clusters Score -391906.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -391915.875000 Penalty: 4039.616943
	Iteration 21Q: 3 clusters Score -391915.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -391920.343750 Penalty: 4039.616943
	Iteration 22Q: 3 clusters Score -391920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -391926.125000 Penalty: 4039.616943
	Iteration 23Q: 3 clusters Score -391926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -391932.968750 Penalty: 4039.616943
	Iteration 24Q: 3 clusters Score -391933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -391937.875000 Penalty: 4039.616943
	Iteration 25Q: 3 clusters Score -391937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -391940.656250 Penalty: 4039.616943
	Iteration 26Q: 3 clusters Score -391940.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -391944.687500 Penalty: 4039.616943
	Iteration 27Q: 3 clusters Score -391944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -391946.718750 Penalty: 4039.616943
	Iteration 28Q: 3 clusters Score -391946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -391949.343750 Penalty: 4039.616943
	Iteration 29Q: 3 clusters Score -391949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -391949.343750 Penalty: 4039.616943
	Iteration 30F: 3 clusters Score -391949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Entering Unmasked Estep 
Score: -5163126.000000 Penalty: 2637.071289
	Iteration 0F: 2 clusters Score -5163126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5134927.000000 Penalty: 5274.142578
	Iteration 0F: 3 clusters Score -5134927 nChanged 19116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5145442.500000 Penalty: 5274.142578
	Iteration 1F: 3 clusters Score -5145442 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5146058.000000 Penalty: 5274.142578
	Iteration 2Q: 3 clusters Score -5146058 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5146711.500000 Penalty: 5274.142578
	Iteration 3Q: 3 clusters Score -5146712 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -5147499.000000 Penalty: 5274.142578
	Iteration 4Q: 3 clusters Score -5147499 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -5148470.500000 Penalty: 5274.142578
	Iteration 5Q: 3 clusters Score -5148470 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -5149882.000000 Penalty: 5274.142578
	Iteration 6F: 3 clusters Score -5149882 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -5151635.500000 Penalty: 5274.142578
	Iteration 7F: 3 clusters Score -5151636 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -5153329.500000 Penalty: 5274.142578
	Iteration 8F: 3 clusters Score -5153330 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -5154779.000000 Penalty: 5274.142578
	Iteration 9F: 3 clusters Score -5154779 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -5156078.500000 Penalty: 5274.142578
	Iteration 10Q: 3 clusters Score -5156078 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -5157132.000000 Penalty: 5274.142578
	Iteration 11Q: 3 clusters Score -5157132 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5157856.500000 Penalty: 5274.142578
	Iteration 12Q: 3 clusters Score -5157856 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -5158380.000000 Penalty: 5274.142578
	Iteration 13Q: 3 clusters Score -5158380 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -5158809.000000 Penalty: 5274.142578
	Iteration 14Q: 3 clusters Score -5158809 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -5159144.500000 Penalty: 5274.142578
	Iteration 15Q: 3 clusters Score -5159144 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -5159487.500000 Penalty: 5274.142578
	Iteration 16Q: 3 clusters Score -5159488 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -5159811.500000 Penalty: 5274.142578
	Iteration 17Q: 3 clusters Score -5159812 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -5160133.000000 Penalty: 5274.142578
	Iteration 18Q: 3 clusters Score -5160133 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -5160461.000000 Penalty: 5274.142578
	Iteration 19Q: 3 clusters Score -5160461 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -5160868.500000 Penalty: 5274.142578
	Iteration 20F: 3 clusters Score -5160868 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -5161258.500000 Penalty: 5274.142578
	Iteration 21Q: 3 clusters Score -5161258 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -5161581.500000 Penalty: 5274.142578
	Iteration 22Q: 3 clusters Score -5161582 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -5161875.000000 Penalty: 5274.142578
	Iteration 23Q: 3 clusters Score -5161875 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -5162127.000000 Penalty: 5274.142578
	Iteration 24Q: 3 clusters Score -5162127 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5162337.500000 Penalty: 5274.142578
	Iteration 25Q: 3 clusters Score -5162338 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -5162561.000000 Penalty: 5274.142578
	Iteration 26Q: 3 clusters Score -5162561 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -5162757.500000 Penalty: 5274.142578
	Iteration 27Q: 3 clusters Score -5162758 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -5162878.500000 Penalty: 5274.142578
	Iteration 28Q: 3 clusters Score -5162878 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -5162967.000000 Penalty: 5274.142578
	Iteration 29Q: 3 clusters Score -5162967 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -5163012.000000 Penalty: 5274.142578
	Iteration 30Q: 3 clusters Score -5163012 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -5163066.500000 Penalty: 5274.142578
	Iteration 31Q: 3 clusters Score -5163066 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -5163127.000000 Penalty: 5274.142578
	Iteration 32Q: 3 clusters Score -5163127 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -5163164.500000 Penalty: 5274.142578
	Iteration 33Q: 3 clusters Score -5163164 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -5163187.000000 Penalty: 5274.142578
	Iteration 34Q: 3 clusters Score -5163187 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -5163220.500000 Penalty: 5274.142578
	Iteration 35Q: 3 clusters Score -5163220 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -5163222.500000 Penalty: 5274.142578
	Iteration 36Q: 3 clusters Score -5163222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -5163223.000000 Penalty: 5274.142578
	Iteration 37Q: 3 clusters Score -5163223 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -5163240.000000 Penalty: 5274.142578
	Iteration 38Q: 3 clusters Score -5163240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -5163256.500000 Penalty: 5274.142578
	Iteration 39Q: 3 clusters Score -5163256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -5163270.000000 Penalty: 5274.142578
	Iteration 40F: 3 clusters Score -5163270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -5163273.000000 Penalty: 5274.142578
	Iteration 41Q: 3 clusters Score -5163273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5163293.000000 Penalty: 5274.142578
	Iteration 42Q: 3 clusters Score -5163293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -5163296.000000 Penalty: 5274.142578
	Iteration 43Q: 3 clusters Score -5163296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -5163300.500000 Penalty: 5274.142578
	Iteration 44Q: 3 clusters Score -5163300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -5163299.000000 Penalty: 5274.142578
	Iteration 45Q: 3 clusters Score -5163299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -5163290.000000 Penalty: 5274.142578
	Iteration 46Q: 3 clusters Score -5163290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -5163292.000000 Penalty: 5274.142578
	Iteration 47Q: 3 clusters Score -5163292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -5163293.000000 Penalty: 5274.142578
	Iteration 48Q: 3 clusters Score -5163293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -5163297.000000 Penalty: 5274.142578
	Iteration 49Q: 3 clusters Score -5163297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -5163297.000000 Penalty: 5274.142578
	Iteration 50F: 3 clusters Score -5163297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 20361 members 
Mstep: Class 4 contains 194594 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67571 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 37513 members 
Mstep: Class 15 contains 46699 members 
Mstep: Class 16 contains 188923 members 
Mstep: Class 17 contains 25558 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 46343 members 
Mstep: Class 21 contains 50571 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200973 members 
Mstep: Class 27 contains 34425 members 
Entering Unmasked Estep 
Score: -133235144.000000 Penalty: 92692.289062
Splitting cluster 13 changes total score from -133235648.000000 to -133235144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (37513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Entering Unmasked Estep 
Score: -5048522.500000 Penalty: 2612.045898
	Iteration 0F: 2 clusters Score -5048522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -5023003.500000 Penalty: 5224.091797
	Iteration 0F: 3 clusters Score -5023004 nChanged 17159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -5032355.000000 Penalty: 5224.091797
	Iteration 1F: 3 clusters Score -5032355 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5032792.500000 Penalty: 5224.091797
	Iteration 2Q: 3 clusters Score -5032792 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -5033225.000000 Penalty: 5224.091797
	Iteration 3Q: 3 clusters Score -5033225 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5033695.500000 Penalty: 5224.091797
	Iteration 4Q: 3 clusters Score -5033696 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5034121.500000 Penalty: 5224.091797
	Iteration 5Q: 3 clusters Score -5034122 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5034690.500000 Penalty: 5224.091797
	Iteration 6Q: 3 clusters Score -5034690 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5035346.000000 Penalty: 5224.091797
	Iteration 7Q: 3 clusters Score -5035346 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -5036236.500000 Penalty: 5224.091797
	Iteration 8Q: 3 clusters Score -5036236 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -5037411.000000 Penalty: 5224.091797
	Iteration 9F: 3 clusters Score -5037411 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5038947.500000 Penalty: 5224.091797
	Iteration 10F: 3 clusters Score -5038948 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -5040772.000000 Penalty: 5224.091797
	Iteration 11F: 3 clusters Score -5040772 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -5042552.500000 Penalty: 5224.091797
	Iteration 12F: 3 clusters Score -5042552 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -5043938.000000 Penalty: 5224.091797
	Iteration 13Q: 3 clusters Score -5043938 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -5044870.500000 Penalty: 5224.091797
	Iteration 14Q: 3 clusters Score -5044870 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -5045402.500000 Penalty: 5224.091797
	Iteration 15Q: 3 clusters Score -5045402 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5045750.000000 Penalty: 5224.091797
	Iteration 16Q: 3 clusters Score -5045750 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -5045964.500000 Penalty: 5224.091797
	Iteration 17Q: 3 clusters Score -5045964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -5046068.500000 Penalty: 5224.091797
	Iteration 18Q: 3 clusters Score -5046068 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -5046156.500000 Penalty: 5224.091797
	Iteration 19Q: 3 clusters Score -5046156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -5046199.500000 Penalty: 5224.091797
	Iteration 20F: 3 clusters Score -5046200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -5046231.000000 Penalty: 5224.091797
	Iteration 21Q: 3 clusters Score -5046231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5046267.500000 Penalty: 5224.091797
	Iteration 22Q: 3 clusters Score -5046268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -5046295.500000 Penalty: 5224.091797
	Iteration 23Q: 3 clusters Score -5046296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -5046311.000000 Penalty: 5224.091797
	Iteration 24Q: 3 clusters Score -5046311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -5046327.500000 Penalty: 5224.091797
	Iteration 25Q: 3 clusters Score -5046328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -5046349.500000 Penalty: 5224.091797
	Iteration 26Q: 3 clusters Score -5046350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -5046355.500000 Penalty: 5224.091797
	Iteration 27Q: 3 clusters Score -5046356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -5046357.000000 Penalty: 5224.091797
	Iteration 28Q: 3 clusters Score -5046357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -5046366.500000 Penalty: 5224.091797
	Iteration 29Q: 3 clusters Score -5046366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -5046368.000000 Penalty: 5224.091797
	Iteration 30Q: 3 clusters Score -5046368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -5046378.500000 Penalty: 5224.091797
	Iteration 31Q: 3 clusters Score -5046378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -5046410.000000 Penalty: 5224.091797
	Iteration 32Q: 3 clusters Score -5046410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -5046430.000000 Penalty: 5224.091797
	Iteration 33Q: 3 clusters Score -5046430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -5046438.500000 Penalty: 5224.091797
	Iteration 34Q: 3 clusters Score -5046438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -5046447.500000 Penalty: 5224.091797
	Iteration 35Q: 3 clusters Score -5046448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5046446.500000 Penalty: 5224.091797
	Iteration 36Q: 3 clusters Score -5046446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5046445.500000 Penalty: 5224.091797
	Iteration 37Q: 3 clusters Score -5046446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5046447.500000 Penalty: 5224.091797
	Iteration 38Q: 3 clusters Score -5046448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5046450.000000 Penalty: 5224.091797
	Iteration 39Q: 3 clusters Score -5046450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5046450.000000 Penalty: 5224.091797
	Iteration 40F: 3 clusters Score -5046450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5046449.500000 Penalty: 5224.091797
	Iteration 41Q: 3 clusters Score -5046450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5046449.000000 Penalty: 5224.091797
	Iteration 42Q: 3 clusters Score -5046449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -5046448.500000 Penalty: 5224.091797
	Iteration 43Q: 3 clusters Score -5046448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -5046455.000000 Penalty: 5224.091797
	Iteration 44Q: 3 clusters Score -5046455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -5046461.500000 Penalty: 5224.091797
	Iteration 45Q: 3 clusters Score -5046462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -5046461.500000 Penalty: 5224.091797
	Iteration 46F: 3 clusters Score -5046462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Entering Unmasked Estep 
Score: -6233170.500000 Penalty: 2666.366699
	Iteration 0F: 2 clusters Score -6233170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6201699.000000 Penalty: 5332.733398
	Iteration 0F: 3 clusters Score -6201699 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -6213627.500000 Penalty: 5332.733398
	Iteration 1F: 3 clusters Score -6213628 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -6214287.000000 Penalty: 5332.733398
	Iteration 2Q: 3 clusters Score -6214287 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -6215223.500000 Penalty: 5332.733398
	Iteration 3Q: 3 clusters Score -6215224 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -6216304.500000 Penalty: 5332.733398
	Iteration 4Q: 3 clusters Score -6216304 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -6217980.000000 Penalty: 5332.733398
	Iteration 5F: 3 clusters Score -6217980 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -6220343.000000 Penalty: 5332.733398
	Iteration 6F: 3 clusters Score -6220343 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -6223217.000000 Penalty: 5332.733398
	Iteration 7F: 3 clusters Score -6223217 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -6226136.500000 Penalty: 5332.733398
	Iteration 8F: 3 clusters Score -6226136 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6228298.000000 Penalty: 5332.733398
	Iteration 9F: 3 clusters Score -6228298 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6229539.000000 Penalty: 5332.733398
	Iteration 10Q: 3 clusters Score -6229539 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6230135.500000 Penalty: 5332.733398
	Iteration 11Q: 3 clusters Score -6230136 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6230454.000000 Penalty: 5332.733398
	Iteration 12Q: 3 clusters Score -6230454 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6230612.000000 Penalty: 5332.733398
	Iteration 13Q: 3 clusters Score -6230612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6230713.000000 Penalty: 5332.733398
	Iteration 14Q: 3 clusters Score -6230713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6230771.500000 Penalty: 5332.733398
	Iteration 15Q: 3 clusters Score -6230772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6230808.000000 Penalty: 5332.733398
	Iteration 16Q: 3 clusters Score -6230808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6230845.000000 Penalty: 5332.733398
	Iteration 17Q: 3 clusters Score -6230845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6230868.500000 Penalty: 5332.733398
	Iteration 18Q: 3 clusters Score -6230868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6230885.500000 Penalty: 5332.733398
	Iteration 19Q: 3 clusters Score -6230886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6230889.500000 Penalty: 5332.733398
	Iteration 20F: 3 clusters Score -6230890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6230898.000000 Penalty: 5332.733398
	Iteration 21Q: 3 clusters Score -6230898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6230900.500000 Penalty: 5332.733398
	Iteration 22Q: 3 clusters Score -6230900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6230905.500000 Penalty: 5332.733398
	Iteration 23Q: 3 clusters Score -6230906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6230909.000000 Penalty: 5332.733398
	Iteration 24Q: 3 clusters Score -6230909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6230915.000000 Penalty: 5332.733398
	Iteration 25Q: 3 clusters Score -6230915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6230925.000000 Penalty: 5332.733398
	Iteration 26Q: 3 clusters Score -6230925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6230921.500000 Penalty: 5332.733398
	Iteration 27Q: 3 clusters Score -6230922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6230925.000000 Penalty: 5332.733398
	Iteration 28Q: 3 clusters Score -6230925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6230929.000000 Penalty: 5332.733398
	Iteration 29Q: 3 clusters Score -6230929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6230931.500000 Penalty: 5332.733398
	Iteration 30Q: 3 clusters Score -6230932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6230937.000000 Penalty: 5332.733398
	Iteration 31Q: 3 clusters Score -6230937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6230940.500000 Penalty: 5332.733398
	Iteration 32Q: 3 clusters Score -6230940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6230937.000000 Penalty: 5332.733398
	Iteration 33Q: 3 clusters Score -6230937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6230937.000000 Penalty: 5332.733398
	Iteration 34F: 3 clusters Score -6230937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (188923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188923 members 
Entering Unmasked Estep 
Score: -25085424.000000 Penalty: 3012.975342
	Iteration 0F: 2 clusters Score -2.508542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -24962428.000000 Penalty: 6025.950684
	Iteration 0F: 3 clusters Score -2.496243e+07 nChanged 90671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -25015252.000000 Penalty: 6025.950684
	Iteration 1F: 3 clusters Score -2.501525e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -25016002.000000 Penalty: 6025.950684
	Iteration 2Q: 3 clusters Score -2.5016e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -25016810.000000 Penalty: 6025.950684
	Iteration 3Q: 3 clusters Score -2.501681e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91700 members 
Mstep: Class 2 contains 97223 members 
Entering Unmasked Estep 
Score: -25017876.000000 Penalty: 6025.950684
	Iteration 4Q: 3 clusters Score -2.501788e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -25019402.000000 Penalty: 6025.950684
	Iteration 5Q: 3 clusters Score -2.50194e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -25021554.000000 Penalty: 6025.950684
	Iteration 6Q: 3 clusters Score -2.502155e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 101982 members 
Entering Unmasked Estep 
Score: -25024984.000000 Penalty: 6025.950684
	Iteration 7Q: 3 clusters Score -2.502498e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 104270 members 
Entering Unmasked Estep 
Score: -25030074.000000 Penalty: 6025.950684
	Iteration 8Q: 3 clusters Score -2.503007e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 106424 members 
Entering Unmasked Estep 
Score: -25037664.000000 Penalty: 6025.950684
	Iteration 9F: 3 clusters Score -2.503766e+07 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -25047438.000000 Penalty: 6025.950684
	Iteration 10F: 3 clusters Score -2.504744e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -25056194.000000 Penalty: 6025.950684
	Iteration 11F: 3 clusters Score -2.505619e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -25060598.000000 Penalty: 6025.950684
	Iteration 12F: 3 clusters Score -2.50606e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 107933 members 
Entering Unmasked Estep 
Score: -25062398.000000 Penalty: 6025.950684
	Iteration 13Q: 3 clusters Score -2.50624e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -25063142.000000 Penalty: 6025.950684
	Iteration 14Q: 3 clusters Score -2.506314e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 107405 members 
Entering Unmasked Estep 
Score: -25063694.000000 Penalty: 6025.950684
	Iteration 15Q: 3 clusters Score -2.506369e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -25064138.000000 Penalty: 6025.950684
	Iteration 16Q: 3 clusters Score -2.506414e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
Score: -25064666.000000 Penalty: 6025.950684
	Iteration 17Q: 3 clusters Score -2.506467e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -25065132.000000 Penalty: 6025.950684
	Iteration 18Q: 3 clusters Score -2.506513e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -25065862.000000 Penalty: 6025.950684
	Iteration 19Q: 3 clusters Score -2.506586e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -25066240.000000 Penalty: 6025.950684
	Iteration 20F: 3 clusters Score -2.506624e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -25066756.000000 Penalty: 6025.950684
	Iteration 21Q: 3 clusters Score -2.506676e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -25067478.000000 Penalty: 6025.950684
	Iteration 22Q: 3 clusters Score -2.506748e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 100633 members 
Entering Unmasked Estep 
Score: -25068354.000000 Penalty: 6025.950684
	Iteration 23Q: 3 clusters Score -2.506835e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -25069270.000000 Penalty: 6025.950684
	Iteration 24Q: 3 clusters Score -2.506927e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -25070300.000000 Penalty: 6025.950684
	Iteration 25Q: 3 clusters Score -2.50703e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -25071418.000000 Penalty: 6025.950684
	Iteration 26Q: 3 clusters Score -2.507142e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -25072138.000000 Penalty: 6025.950684
	Iteration 27Q: 3 clusters Score -2.507214e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -25072714.000000 Penalty: 6025.950684
	Iteration 28Q: 3 clusters Score -2.507271e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
Score: -25073176.000000 Penalty: 6025.950684
	Iteration 29Q: 3 clusters Score -2.507318e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -25073498.000000 Penalty: 6025.950684
	Iteration 30Q: 3 clusters Score -2.50735e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -25073666.000000 Penalty: 6025.950684
	Iteration 31Q: 3 clusters Score -2.507367e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99912 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -25073794.000000 Penalty: 6025.950684
	Iteration 32Q: 3 clusters Score -2.507379e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -25073876.000000 Penalty: 6025.950684
	Iteration 33Q: 3 clusters Score -2.507388e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -25074060.000000 Penalty: 6025.950684
	Iteration 34Q: 3 clusters Score -2.507406e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -25074174.000000 Penalty: 6025.950684
	Iteration 35Q: 3 clusters Score -2.507417e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -25074234.000000 Penalty: 6025.950684
	Iteration 36Q: 3 clusters Score -2.507423e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -25074288.000000 Penalty: 6025.950684
	Iteration 37Q: 3 clusters Score -2.507429e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -25074302.000000 Penalty: 6025.950684
	Iteration 38Q: 3 clusters Score -2.50743e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -25074456.000000 Penalty: 6025.950684
	Iteration 39Q: 3 clusters Score -2.507446e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -25074538.000000 Penalty: 6025.950684
	Iteration 40F: 3 clusters Score -2.507454e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109337 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -25074614.000000 Penalty: 6025.950684
	Iteration 41Q: 3 clusters Score -2.507461e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -25074648.000000 Penalty: 6025.950684
	Iteration 42Q: 3 clusters Score -2.507465e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111629 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -25074764.000000 Penalty: 6025.950684
	Iteration 43Q: 3 clusters Score -2.507476e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112813 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -25074970.000000 Penalty: 6025.950684
	Iteration 44Q: 3 clusters Score -2.507497e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114062 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -25075068.000000 Penalty: 6025.950684
	Iteration 45Q: 3 clusters Score -2.507507e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -25075280.000000 Penalty: 6025.950684
	Iteration 46Q: 3 clusters Score -2.507528e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -25075354.000000 Penalty: 6025.950684
	Iteration 47Q: 3 clusters Score -2.507535e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -25075584.000000 Penalty: 6025.950684
	Iteration 48Q: 3 clusters Score -2.507558e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119558 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -25075872.000000 Penalty: 6025.950684
	Iteration 49Q: 3 clusters Score -2.507587e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -25076044.000000 Penalty: 6025.950684
	Iteration 50Q: 3 clusters Score -2.507604e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122601 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -25076300.000000 Penalty: 6025.950684
	Iteration 51Q: 3 clusters Score -2.50763e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124200 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -25076492.000000 Penalty: 6025.950684
	Iteration 52Q: 3 clusters Score -2.507649e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125806 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -25076708.000000 Penalty: 6025.950684
	Iteration 53Q: 3 clusters Score -2.507671e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127408 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -25077024.000000 Penalty: 6025.950684
	Iteration 54Q: 3 clusters Score -2.507702e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129042 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -25077266.000000 Penalty: 6025.950684
	Iteration 55Q: 3 clusters Score -2.507727e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -25077578.000000 Penalty: 6025.950684
	Iteration 56Q: 3 clusters Score -2.507758e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132507 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -25077696.000000 Penalty: 6025.950684
	Iteration 57Q: 3 clusters Score -2.50777e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134292 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -25078088.000000 Penalty: 6025.950684
	Iteration 58Q: 3 clusters Score -2.507809e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136077 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -25078300.000000 Penalty: 6025.950684
	Iteration 59Q: 3 clusters Score -2.50783e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137974 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -25078552.000000 Penalty: 6025.950684
	Iteration 60F: 3 clusters Score -2.507855e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139890 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -25078954.000000 Penalty: 6025.950684
	Iteration 61Q: 3 clusters Score -2.507895e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141835 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -25079290.000000 Penalty: 6025.950684
	Iteration 62Q: 3 clusters Score -2.507929e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -25079656.000000 Penalty: 6025.950684
	Iteration 63Q: 3 clusters Score -2.507966e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145698 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -25080082.000000 Penalty: 6025.950684
	Iteration 64Q: 3 clusters Score -2.508008e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147619 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -25080566.000000 Penalty: 6025.950684
	Iteration 65Q: 3 clusters Score -2.508057e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -25081014.000000 Penalty: 6025.950684
	Iteration 66Q: 3 clusters Score -2.508101e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -25081468.000000 Penalty: 6025.950684
	Iteration 67Q: 3 clusters Score -2.508147e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -25081684.000000 Penalty: 6025.950684
	Iteration 68Q: 3 clusters Score -2.508168e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155109 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -25082076.000000 Penalty: 6025.950684
	Iteration 69Q: 3 clusters Score -2.508208e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156996 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -25082416.000000 Penalty: 6025.950684
	Iteration 70Q: 3 clusters Score -2.508242e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158850 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -25082644.000000 Penalty: 6025.950684
	Iteration 71Q: 3 clusters Score -2.508264e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160660 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -25082950.000000 Penalty: 6025.950684
	Iteration 72Q: 3 clusters Score -2.508295e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162427 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -25083130.000000 Penalty: 6025.950684
	Iteration 73Q: 3 clusters Score -2.508313e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -25083412.000000 Penalty: 6025.950684
	Iteration 74Q: 3 clusters Score -2.508341e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165730 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -25083662.000000 Penalty: 6025.950684
	Iteration 75Q: 3 clusters Score -2.508366e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -25083890.000000 Penalty: 6025.950684
	Iteration 76Q: 3 clusters Score -2.508389e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -25084060.000000 Penalty: 6025.950684
	Iteration 77Q: 3 clusters Score -2.508406e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169988 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -25084290.000000 Penalty: 6025.950684
	Iteration 78Q: 3 clusters Score -2.508429e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171251 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -25084458.000000 Penalty: 6025.950684
	Iteration 79Q: 3 clusters Score -2.508446e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172446 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -25084524.000000 Penalty: 6025.950684
	Iteration 80F: 3 clusters Score -2.508452e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173545 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -25084658.000000 Penalty: 6025.950684
	Iteration 81Q: 3 clusters Score -2.508466e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174552 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -25084870.000000 Penalty: 6025.950684
	Iteration 82Q: 3 clusters Score -2.508487e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175466 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -25084930.000000 Penalty: 6025.950684
	Iteration 83Q: 3 clusters Score -2.508493e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176333 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -25085124.000000 Penalty: 6025.950684
	Iteration 84Q: 3 clusters Score -2.508512e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177085 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -25085186.000000 Penalty: 6025.950684
	Iteration 85Q: 3 clusters Score -2.508519e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177781 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -25085290.000000 Penalty: 6025.950684
	Iteration 86Q: 3 clusters Score -2.508529e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178477 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -25085284.000000 Penalty: 6025.950684
	Iteration 87Q: 3 clusters Score -2.508528e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179108 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -25085314.000000 Penalty: 6025.950684
	Iteration 88Q: 3 clusters Score -2.508531e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179662 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -25085464.000000 Penalty: 6025.950684
	Iteration 89Q: 3 clusters Score -2.508546e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180155 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -25085510.000000 Penalty: 6025.950684
	Iteration 90Q: 3 clusters Score -2.508551e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180605 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -25085550.000000 Penalty: 6025.950684
	Iteration 91Q: 3 clusters Score -2.508555e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181003 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -25085648.000000 Penalty: 6025.950684
	Iteration 92Q: 3 clusters Score -2.508565e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181359 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -25085676.000000 Penalty: 6025.950684
	Iteration 93Q: 3 clusters Score -2.508568e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181650 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -25085716.000000 Penalty: 6025.950684
	Iteration 94Q: 3 clusters Score -2.508572e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181917 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -25085630.000000 Penalty: 6025.950684
	Iteration 95Q: 3 clusters Score -2.508563e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182133 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -25085710.000000 Penalty: 6025.950684
	Iteration 96Q: 3 clusters Score -2.508571e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182332 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -25085720.000000 Penalty: 6025.950684
	Iteration 97Q: 3 clusters Score -2.508572e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182530 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -25085718.000000 Penalty: 6025.950684
	Iteration 98Q: 3 clusters Score -2.508572e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182706 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -25085680.000000 Penalty: 6025.950684
	Iteration 99Q: 3 clusters Score -2.508568e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182855 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -25085704.000000 Penalty: 6025.950684
	Iteration 100F: 3 clusters Score -2.50857e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182994 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -25085674.000000 Penalty: 6025.950684
	Iteration 101Q: 3 clusters Score -2.508567e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183117 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -25085630.000000 Penalty: 6025.950684
	Iteration 102Q: 3 clusters Score -2.508563e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183206 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -25085636.000000 Penalty: 6025.950684
	Iteration 103Q: 3 clusters Score -2.508564e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183275 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -25085618.000000 Penalty: 6025.950684
	Iteration 104Q: 3 clusters Score -2.508562e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183336 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -25085632.000000 Penalty: 6025.950684
	Iteration 105Q: 3 clusters Score -2.508563e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183406 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -25085612.000000 Penalty: 6025.950684
	Iteration 106Q: 3 clusters Score -2.508561e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183474 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -25085608.000000 Penalty: 6025.950684
	Iteration 107Q: 3 clusters Score -2.508561e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183524 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -25085624.000000 Penalty: 6025.950684
	Iteration 108Q: 3 clusters Score -2.508562e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183564 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -25085570.000000 Penalty: 6025.950684
	Iteration 109Q: 3 clusters Score -2.508557e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183605 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -25085608.000000 Penalty: 6025.950684
	Iteration 110Q: 3 clusters Score -2.508561e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183648 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -25085618.000000 Penalty: 6025.950684
	Iteration 111Q: 3 clusters Score -2.508562e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183692 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -25085640.000000 Penalty: 6025.950684
	Iteration 112Q: 3 clusters Score -2.508564e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183723 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -25085632.000000 Penalty: 6025.950684
	Iteration 113Q: 3 clusters Score -2.508563e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183749 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -25085616.000000 Penalty: 6025.950684
	Iteration 114Q: 3 clusters Score -2.508562e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183772 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -25085624.000000 Penalty: 6025.950684
	Iteration 115Q: 3 clusters Score -2.508562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183809 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -25085630.000000 Penalty: 6025.950684
	Iteration 116Q: 3 clusters Score -2.508563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183831 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -25085632.000000 Penalty: 6025.950684
	Iteration 117Q: 3 clusters Score -2.508563e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183853 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -25085622.000000 Penalty: 6025.950684
	Iteration 118Q: 3 clusters Score -2.508562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183863 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -25085652.000000 Penalty: 6025.950684
	Iteration 119Q: 3 clusters Score -2.508565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -25085640.000000 Penalty: 6025.950684
	Iteration 120F: 3 clusters Score -2.508564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183879 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -25085620.000000 Penalty: 6025.950684
	Iteration 121Q: 3 clusters Score -2.508562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183888 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -25085626.000000 Penalty: 6025.950684
	Iteration 122Q: 3 clusters Score -2.508563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183894 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -25085602.000000 Penalty: 6025.950684
	Iteration 123Q: 3 clusters Score -2.50856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183901 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -25085616.000000 Penalty: 6025.950684
	Iteration 124Q: 3 clusters Score -2.508562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183911 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -25085628.000000 Penalty: 6025.950684
	Iteration 125Q: 3 clusters Score -2.508563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183920 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -25085646.000000 Penalty: 6025.950684
	Iteration 126Q: 3 clusters Score -2.508565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183929 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -25085628.000000 Penalty: 6025.950684
	Iteration 127Q: 3 clusters Score -2.508563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183936 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -25085638.000000 Penalty: 6025.950684
	Iteration 128Q: 3 clusters Score -2.508564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183940 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -25085626.000000 Penalty: 6025.950684
	Iteration 129Q: 3 clusters Score -2.508563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183943 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -25085652.000000 Penalty: 6025.950684
	Iteration 130Q: 3 clusters Score -2.508565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183943 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -25085670.000000 Penalty: 6025.950684
	Iteration 131Q: 3 clusters Score -2.508567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183951 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -25085666.000000 Penalty: 6025.950684
	Iteration 132Q: 3 clusters Score -2.508567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183961 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -25085652.000000 Penalty: 6025.950684
	Iteration 133Q: 3 clusters Score -2.508565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -25085648.000000 Penalty: 6025.950684
	Iteration 134Q: 3 clusters Score -2.508565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183969 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -25085642.000000 Penalty: 6025.950684
	Iteration 135Q: 3 clusters Score -2.508564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183972 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.508565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183981 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -25085644.000000 Penalty: 6025.950684
	Iteration 137Q: 3 clusters Score -2.508564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183992 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.508564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184002 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.508564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184007 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -25085626.000000 Penalty: 6025.950684
	Iteration 140F: 3 clusters Score -2.508563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184011 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -25085638.000000 Penalty: 6025.950684
	Iteration 141Q: 3 clusters Score -2.508564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184016 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -25085626.000000 Penalty: 6025.950684
	Iteration 142Q: 3 clusters Score -2.508563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184017 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -25085614.000000 Penalty: 6025.950684
	Iteration 143Q: 3 clusters Score -2.508561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184021 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -25085622.000000 Penalty: 6025.950684
	Iteration 144Q: 3 clusters Score -2.508562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184024 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -25085606.000000 Penalty: 6025.950684
	Iteration 145Q: 3 clusters Score -2.508561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184026 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -25085630.000000 Penalty: 6025.950684
	Iteration 146Q: 3 clusters Score -2.508563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184027 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -25085640.000000 Penalty: 6025.950684
	Iteration 147Q: 3 clusters Score -2.508564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184031 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -25085648.000000 Penalty: 6025.950684
	Iteration 148Q: 3 clusters Score -2.508565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184038 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -25085646.000000 Penalty: 6025.950684
	Iteration 149Q: 3 clusters Score -2.508565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184042 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -25085668.000000 Penalty: 6025.950684
	Iteration 150Q: 3 clusters Score -2.508567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184048 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -25085652.000000 Penalty: 6025.950684
	Iteration 151Q: 3 clusters Score -2.508565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184054 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -25085656.000000 Penalty: 6025.950684
	Iteration 152Q: 3 clusters Score -2.508566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184060 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -25085646.000000 Penalty: 6025.950684
	Iteration 153Q: 3 clusters Score -2.508565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184066 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -25085632.000000 Penalty: 6025.950684
	Iteration 154Q: 3 clusters Score -2.508563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184070 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -25085638.000000 Penalty: 6025.950684
	Iteration 155Q: 3 clusters Score -2.508564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -25085628.000000 Penalty: 6025.950684
	Iteration 156Q: 3 clusters Score -2.508563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -25085632.000000 Penalty: 6025.950684
	Iteration 157Q: 3 clusters Score -2.508563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184091 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -25085634.000000 Penalty: 6025.950684
	Iteration 158Q: 3 clusters Score -2.508563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184100 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -25085634.000000 Penalty: 6025.950684
	Iteration 159Q: 3 clusters Score -2.508563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184105 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -25085644.000000 Penalty: 6025.950684
	Iteration 160F: 3 clusters Score -2.508564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -25085622.000000 Penalty: 6025.950684
	Iteration 161Q: 3 clusters Score -2.508562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184112 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -25085646.000000 Penalty: 6025.950684
	Iteration 162Q: 3 clusters Score -2.508565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184112 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -25085644.000000 Penalty: 6025.950684
	Iteration 163Q: 3 clusters Score -2.508564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184115 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -25085644.000000 Penalty: 6025.950684
	Iteration 164Q: 3 clusters Score -2.508564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184117 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -25085650.000000 Penalty: 6025.950684
	Iteration 165Q: 3 clusters Score -2.508565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184118 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -25085648.000000 Penalty: 6025.950684
	Iteration 166Q: 3 clusters Score -2.508565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184118 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -25085636.000000 Penalty: 6025.950684
	Iteration 167Q: 3 clusters Score -2.508564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184117 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -25085648.000000 Penalty: 6025.950684
	Iteration 168Q: 3 clusters Score -2.508565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184116 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -25085648.000000 Penalty: 6025.950684
	Iteration 169Q: 3 clusters Score -2.508565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184116 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -25085648.000000 Penalty: 6025.950684
	Iteration 170F: 3 clusters Score -2.508565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 20361 members 
Mstep: Class 4 contains 194594 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67571 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41496 members 
Mstep: Class 14 contains 37513 members 
Mstep: Class 15 contains 46699 members 
Mstep: Class 16 contains 184116 members 
Mstep: Class 17 contains 25558 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 46343 members 
Mstep: Class 21 contains 50571 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200973 members 
Mstep: Class 27 contains 4807 members 
Entering Unmasked Estep 
Score: -133235312.000000 Penalty: 92692.289062
Splitting cluster 16 changes total score from -133235648.000000 to -133235312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (25558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Entering Unmasked Estep 
Score: -3436241.250000 Penalty: 2516.878906
	Iteration 0F: 2 clusters Score -3436241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3418613.750000 Penalty: 5033.757812
	Iteration 0F: 3 clusters Score -3418614 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3425062.250000 Penalty: 5033.757812
	Iteration 1F: 3 clusters Score -3425062 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3426108.250000 Penalty: 5033.757812
	Iteration 2F: 3 clusters Score -3426108 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3427228.500000 Penalty: 5033.757812
	Iteration 3F: 3 clusters Score -3427228 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -3428451.250000 Penalty: 5033.757812
	Iteration 4F: 3 clusters Score -3428451 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3429797.000000 Penalty: 5033.757812
	Iteration 5F: 3 clusters Score -3429797 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3431115.250000 Penalty: 5033.757812
	Iteration 6F: 3 clusters Score -3431115 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3432371.000000 Penalty: 5033.757812
	Iteration 7F: 3 clusters Score -3432371 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3433457.500000 Penalty: 5033.757812
	Iteration 8F: 3 clusters Score -3433458 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3434232.750000 Penalty: 5033.757812
	Iteration 9Q: 3 clusters Score -3434233 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3434782.500000 Penalty: 5033.757812
	Iteration 10Q: 3 clusters Score -3434782 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3435119.750000 Penalty: 5033.757812
	Iteration 11Q: 3 clusters Score -3435120 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3435335.500000 Penalty: 5033.757812
	Iteration 12Q: 3 clusters Score -3435336 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3435454.250000 Penalty: 5033.757812
	Iteration 13Q: 3 clusters Score -3435454 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3435536.000000 Penalty: 5033.757812
	Iteration 14Q: 3 clusters Score -3435536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3435590.750000 Penalty: 5033.757812
	Iteration 15Q: 3 clusters Score -3435591 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3435638.000000 Penalty: 5033.757812
	Iteration 16Q: 3 clusters Score -3435638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3435659.250000 Penalty: 5033.757812
	Iteration 17Q: 3 clusters Score -3435659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3435678.000000 Penalty: 5033.757812
	Iteration 18Q: 3 clusters Score -3435678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3435697.500000 Penalty: 5033.757812
	Iteration 19Q: 3 clusters Score -3435698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3435704.500000 Penalty: 5033.757812
	Iteration 20F: 3 clusters Score -3435704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3435712.750000 Penalty: 5033.757812
	Iteration 21Q: 3 clusters Score -3435713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3435713.750000 Penalty: 5033.757812
	Iteration 22Q: 3 clusters Score -3435714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3435719.750000 Penalty: 5033.757812
	Iteration 23Q: 3 clusters Score -3435720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3435718.000000 Penalty: 5033.757812
	Iteration 24Q: 3 clusters Score -3435718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3435718.750000 Penalty: 5033.757812
	Iteration 25Q: 3 clusters Score -3435719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3435719.750000 Penalty: 5033.757812
	Iteration 26Q: 3 clusters Score -3435720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3435720.500000 Penalty: 5033.757812
	Iteration 27Q: 3 clusters Score -3435720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3435722.750000 Penalty: 5033.757812
	Iteration 28Q: 3 clusters Score -3435723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3435722.750000 Penalty: 5033.757812
	Iteration 29F: 3 clusters Score -3435723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -686605.250000 Penalty: 2131.763184
	Iteration 0F: 2 clusters Score -686605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -681815.937500 Penalty: 4263.526367
	Iteration 0F: 3 clusters Score -681815.9 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -683027.312500 Penalty: 4263.526367
	Iteration 1F: 3 clusters Score -683027.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -683354.312500 Penalty: 4263.526367
	Iteration 2F: 3 clusters Score -683354.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -683654.312500 Penalty: 4263.526367
	Iteration 3F: 3 clusters Score -683654.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -683917.937500 Penalty: 4263.526367
	Iteration 4F: 3 clusters Score -683917.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -684143.562500 Penalty: 4263.526367
	Iteration 5F: 3 clusters Score -684143.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -684357.812500 Penalty: 4263.526367
	Iteration 6F: 3 clusters Score -684357.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -684572.937500 Penalty: 4263.526367
	Iteration 7F: 3 clusters Score -684572.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -684763.062500 Penalty: 4263.526367
	Iteration 8Q: 3 clusters Score -684763.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -684920.187500 Penalty: 4263.526367
	Iteration 9Q: 3 clusters Score -684920.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -685029.937500 Penalty: 4263.526367
	Iteration 10Q: 3 clusters Score -685029.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -685107.687500 Penalty: 4263.526367
	Iteration 11Q: 3 clusters Score -685107.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -685165.312500 Penalty: 4263.526367
	Iteration 12Q: 3 clusters Score -685165.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -685214.687500 Penalty: 4263.526367
	Iteration 13Q: 3 clusters Score -685214.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -685252.375000 Penalty: 4263.526367
	Iteration 14Q: 3 clusters Score -685252.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -685277.250000 Penalty: 4263.526367
	Iteration 15Q: 3 clusters Score -685277.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -685294.437500 Penalty: 4263.526367
	Iteration 16Q: 3 clusters Score -685294.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -685304.875000 Penalty: 4263.526367
	Iteration 17Q: 3 clusters Score -685304.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -685314.750000 Penalty: 4263.526367
	Iteration 18Q: 3 clusters Score -685314.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -685322.500000 Penalty: 4263.526367
	Iteration 19Q: 3 clusters Score -685322.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -685325.062500 Penalty: 4263.526367
	Iteration 20F: 3 clusters Score -685325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -685328.937500 Penalty: 4263.526367
	Iteration 21Q: 3 clusters Score -685328.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -685331.062500 Penalty: 4263.526367
	Iteration 22Q: 3 clusters Score -685331.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -685334.250000 Penalty: 4263.526367
	Iteration 23Q: 3 clusters Score -685334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -685336.687500 Penalty: 4263.526367
	Iteration 24Q: 3 clusters Score -685336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -685337.687500 Penalty: 4263.526367
	Iteration 25Q: 3 clusters Score -685337.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -685341.562500 Penalty: 4263.526367
	Iteration 26Q: 3 clusters Score -685341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -685344.750000 Penalty: 4263.526367
	Iteration 27Q: 3 clusters Score -685344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -685348.875000 Penalty: 4263.526367
	Iteration 28Q: 3 clusters Score -685348.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -685355.562500 Penalty: 4263.526367
	Iteration 29Q: 3 clusters Score -685355.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -685360.562500 Penalty: 4263.526367
	Iteration 30Q: 3 clusters Score -685360.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -685369.625000 Penalty: 4263.526367
	Iteration 31Q: 3 clusters Score -685369.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -685380.187500 Penalty: 4263.526367
	Iteration 32Q: 3 clusters Score -685380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -685391.187500 Penalty: 4263.526367
	Iteration 33Q: 3 clusters Score -685391.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -685408.000000 Penalty: 4263.526367
	Iteration 34Q: 3 clusters Score -685408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -685417.062500 Penalty: 4263.526367
	Iteration 35Q: 3 clusters Score -685417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -685425.500000 Penalty: 4263.526367
	Iteration 36Q: 3 clusters Score -685425.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -685433.000000 Penalty: 4263.526367
	Iteration 37Q: 3 clusters Score -685433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -685438.437500 Penalty: 4263.526367
	Iteration 38Q: 3 clusters Score -685438.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -685444.625000 Penalty: 4263.526367
	Iteration 39Q: 3 clusters Score -685444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -685450.937500 Penalty: 4263.526367
	Iteration 40F: 3 clusters Score -685450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -685456.750000 Penalty: 4263.526367
	Iteration 41Q: 3 clusters Score -685456.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -685457.625000 Penalty: 4263.526367
	Iteration 42Q: 3 clusters Score -685457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -685460.125000 Penalty: 4263.526367
	Iteration 43Q: 3 clusters Score -685460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -685461.562500 Penalty: 4263.526367
	Iteration 44Q: 3 clusters Score -685461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -685462.000000 Penalty: 4263.526367
	Iteration 45Q: 3 clusters Score -685462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -685462.000000 Penalty: 4263.526367
	Iteration 46F: 3 clusters Score -685462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Entering Unmasked Estep 
Score: -1194925.875000 Penalty: 2267.098389
	Iteration 0F: 2 clusters Score -1194926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1187686.375000 Penalty: 4534.196777
	Iteration 0F: 3 clusters Score -1187686 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1189805.000000 Penalty: 4534.196777
	Iteration 1F: 3 clusters Score -1189805 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1190209.500000 Penalty: 4534.196777
	Iteration 2F: 3 clusters Score -1190210 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1190620.750000 Penalty: 4534.196777
	Iteration 3F: 3 clusters Score -1190621 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1191068.625000 Penalty: 4534.196777
	Iteration 4F: 3 clusters Score -1191069 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1191445.375000 Penalty: 4534.196777
	Iteration 5F: 3 clusters Score -1191445 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1191800.625000 Penalty: 4534.196777
	Iteration 6F: 3 clusters Score -1191801 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1192128.625000 Penalty: 4534.196777
	Iteration 7Q: 3 clusters Score -1192129 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1192369.750000 Penalty: 4534.196777
	Iteration 8Q: 3 clusters Score -1192370 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1192555.375000 Penalty: 4534.196777
	Iteration 9Q: 3 clusters Score -1192555 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1192693.000000 Penalty: 4534.196777
	Iteration 10Q: 3 clusters Score -1192693 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1192811.250000 Penalty: 4534.196777
	Iteration 11Q: 3 clusters Score -1192811 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1192893.750000 Penalty: 4534.196777
	Iteration 12Q: 3 clusters Score -1192894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1192951.500000 Penalty: 4534.196777
	Iteration 13Q: 3 clusters Score -1192952 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1193000.250000 Penalty: 4534.196777
	Iteration 14Q: 3 clusters Score -1193000 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1193052.500000 Penalty: 4534.196777
	Iteration 15Q: 3 clusters Score -1193052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1193095.250000 Penalty: 4534.196777
	Iteration 16Q: 3 clusters Score -1193095 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1193143.375000 Penalty: 4534.196777
	Iteration 17Q: 3 clusters Score -1193143 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1193181.375000 Penalty: 4534.196777
	Iteration 18Q: 3 clusters Score -1193181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1193210.500000 Penalty: 4534.196777
	Iteration 19Q: 3 clusters Score -1193210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1193234.625000 Penalty: 4534.196777
	Iteration 20F: 3 clusters Score -1193235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1193260.875000 Penalty: 4534.196777
	Iteration 21Q: 3 clusters Score -1193261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1193290.125000 Penalty: 4534.196777
	Iteration 22Q: 3 clusters Score -1193290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1193317.375000 Penalty: 4534.196777
	Iteration 23Q: 3 clusters Score -1193317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1193332.875000 Penalty: 4534.196777
	Iteration 24Q: 3 clusters Score -1193333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1193348.500000 Penalty: 4534.196777
	Iteration 25Q: 3 clusters Score -1193348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1193361.625000 Penalty: 4534.196777
	Iteration 26Q: 3 clusters Score -1193362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1193375.875000 Penalty: 4534.196777
	Iteration 27Q: 3 clusters Score -1193376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1193391.875000 Penalty: 4534.196777
	Iteration 28Q: 3 clusters Score -1193392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1193416.250000 Penalty: 4534.196777
	Iteration 29Q: 3 clusters Score -1193416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1193430.750000 Penalty: 4534.196777
	Iteration 30Q: 3 clusters Score -1193431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1193442.750000 Penalty: 4534.196777
	Iteration 31Q: 3 clusters Score -1193443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1193446.125000 Penalty: 4534.196777
	Iteration 32Q: 3 clusters Score -1193446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1193451.125000 Penalty: 4534.196777
	Iteration 33Q: 3 clusters Score -1193451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1193452.750000 Penalty: 4534.196777
	Iteration 34Q: 3 clusters Score -1193453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1193454.125000 Penalty: 4534.196777
	Iteration 35Q: 3 clusters Score -1193454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1193455.875000 Penalty: 4534.196777
	Iteration 36Q: 3 clusters Score -1193456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1193459.250000 Penalty: 4534.196777
	Iteration 37Q: 3 clusters Score -1193459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1193461.250000 Penalty: 4534.196777
	Iteration 38Q: 3 clusters Score -1193461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1193466.000000 Penalty: 4534.196777
	Iteration 39Q: 3 clusters Score -1193466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1193470.125000 Penalty: 4534.196777
	Iteration 40F: 3 clusters Score -1193470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1193471.375000 Penalty: 4534.196777
	Iteration 41Q: 3 clusters Score -1193471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1193474.375000 Penalty: 4534.196777
	Iteration 42Q: 3 clusters Score -1193474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1193474.375000 Penalty: 4534.196777
	Iteration 43Q: 3 clusters Score -1193474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1193472.750000 Penalty: 4534.196777
	Iteration 44Q: 3 clusters Score -1193473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1193475.500000 Penalty: 4534.196777
	Iteration 45Q: 3 clusters Score -1193476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1193475.500000 Penalty: 4534.196777
	Iteration 46Q: 3 clusters Score -1193476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1193475.250000 Penalty: 4534.196777
	Iteration 47Q: 3 clusters Score -1193475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1193476.375000 Penalty: 4534.196777
	Iteration 48Q: 3 clusters Score -1193476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1193476.750000 Penalty: 4534.196777
	Iteration 49Q: 3 clusters Score -1193477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1193477.375000 Penalty: 4534.196777
	Iteration 50Q: 3 clusters Score -1193477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1193478.125000 Penalty: 4534.196777
	Iteration 51Q: 3 clusters Score -1193478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1193478.125000 Penalty: 4534.196777
	Iteration 52F: 3 clusters Score -1193478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Entering Unmasked Estep 
Score: -6025989.500000 Penalty: 2664.468750
	Iteration 0F: 2 clusters Score -6025990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -5994729.000000 Penalty: 5328.937500
	Iteration 0F: 3 clusters Score -5994729 nChanged 21254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -6006685.000000 Penalty: 5328.937500
	Iteration 1F: 3 clusters Score -6006685 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -6007581.500000 Penalty: 5328.937500
	Iteration 2Q: 3 clusters Score -6007582 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -6008785.000000 Penalty: 5328.937500
	Iteration 3F: 3 clusters Score -6008785 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -6010484.500000 Penalty: 5328.937500
	Iteration 4F: 3 clusters Score -6010484 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -6013115.000000 Penalty: 5328.937500
	Iteration 5F: 3 clusters Score -6013115 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -6016503.500000 Penalty: 5328.937500
	Iteration 6F: 3 clusters Score -6016504 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -6019928.000000 Penalty: 5328.937500
	Iteration 7F: 3 clusters Score -6019928 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -6022263.000000 Penalty: 5328.937500
	Iteration 8Q: 3 clusters Score -6022263 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -6023298.000000 Penalty: 5328.937500
	Iteration 9Q: 3 clusters Score -6023298 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -6023665.500000 Penalty: 5328.937500
	Iteration 10Q: 3 clusters Score -6023666 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -6023822.500000 Penalty: 5328.937500
	Iteration 11Q: 3 clusters Score -6023822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -6023860.500000 Penalty: 5328.937500
	Iteration 12Q: 3 clusters Score -6023860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -6023914.500000 Penalty: 5328.937500
	Iteration 13Q: 3 clusters Score -6023914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -6023924.000000 Penalty: 5328.937500
	Iteration 14Q: 3 clusters Score -6023924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -6023936.500000 Penalty: 5328.937500
	Iteration 15Q: 3 clusters Score -6023936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -6023950.000000 Penalty: 5328.937500
	Iteration 16Q: 3 clusters Score -6023950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6023948.500000 Penalty: 5328.937500
	Iteration 17Q: 3 clusters Score -6023948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -6023945.500000 Penalty: 5328.937500
	Iteration 18Q: 3 clusters Score -6023946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -6023951.000000 Penalty: 5328.937500
	Iteration 19Q: 3 clusters Score -6023951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -6023958.000000 Penalty: 5328.937500
	Iteration 20F: 3 clusters Score -6023958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -6023964.500000 Penalty: 5328.937500
	Iteration 21Q: 3 clusters Score -6023964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6023964.000000 Penalty: 5328.937500
	Iteration 22Q: 3 clusters Score -6023964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6023964.000000 Penalty: 5328.937500
	Iteration 23F: 3 clusters Score -6023964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Entering Unmasked Estep 
Score: -6686899.500000 Penalty: 2686.121094
	Iteration 0F: 2 clusters Score -6686900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -6652818.500000 Penalty: 5372.242188
	Iteration 0F: 3 clusters Score -6652818 nChanged 23413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6666194.500000 Penalty: 5372.242188
	Iteration 1F: 3 clusters Score -6666194 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -6666950.000000 Penalty: 5372.242188
	Iteration 2Q: 3 clusters Score -6666950 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -6667765.500000 Penalty: 5372.242188
	Iteration 3Q: 3 clusters Score -6667766 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -6668869.000000 Penalty: 5372.242188
	Iteration 4Q: 3 clusters Score -6668869 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -6670342.000000 Penalty: 5372.242188
	Iteration 5F: 3 clusters Score -6670342 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -6672516.000000 Penalty: 5372.242188
	Iteration 6F: 3 clusters Score -6672516 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -6675365.000000 Penalty: 5372.242188
	Iteration 7F: 3 clusters Score -6675365 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -6678254.500000 Penalty: 5372.242188
	Iteration 8F: 3 clusters Score -6678254 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -6680676.500000 Penalty: 5372.242188
	Iteration 9Q: 3 clusters Score -6680676 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -6682188.000000 Penalty: 5372.242188
	Iteration 10Q: 3 clusters Score -6682188 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -6683121.000000 Penalty: 5372.242188
	Iteration 11Q: 3 clusters Score -6683121 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6683569.000000 Penalty: 5372.242188
	Iteration 12Q: 3 clusters Score -6683569 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -6683876.500000 Penalty: 5372.242188
	Iteration 13Q: 3 clusters Score -6683876 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6684057.500000 Penalty: 5372.242188
	Iteration 14Q: 3 clusters Score -6684058 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6684202.000000 Penalty: 5372.242188
	Iteration 15Q: 3 clusters Score -6684202 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6684284.000000 Penalty: 5372.242188
	Iteration 16Q: 3 clusters Score -6684284 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6684351.500000 Penalty: 5372.242188
	Iteration 17Q: 3 clusters Score -6684352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6684400.000000 Penalty: 5372.242188
	Iteration 18Q: 3 clusters Score -6684400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6684434.000000 Penalty: 5372.242188
	Iteration 19Q: 3 clusters Score -6684434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6684466.500000 Penalty: 5372.242188
	Iteration 20F: 3 clusters Score -6684466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6684484.500000 Penalty: 5372.242188
	Iteration 21Q: 3 clusters Score -6684484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6684514.000000 Penalty: 5372.242188
	Iteration 22Q: 3 clusters Score -6684514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6684529.500000 Penalty: 5372.242188
	Iteration 23Q: 3 clusters Score -6684530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6684549.500000 Penalty: 5372.242188
	Iteration 24Q: 3 clusters Score -6684550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6684562.500000 Penalty: 5372.242188
	Iteration 25Q: 3 clusters Score -6684562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6684589.000000 Penalty: 5372.242188
	Iteration 26Q: 3 clusters Score -6684589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6684606.500000 Penalty: 5372.242188
	Iteration 27Q: 3 clusters Score -6684606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6684610.000000 Penalty: 5372.242188
	Iteration 28Q: 3 clusters Score -6684610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6684610.500000 Penalty: 5372.242188
	Iteration 29Q: 3 clusters Score -6684610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6684613.000000 Penalty: 5372.242188
	Iteration 30Q: 3 clusters Score -6684613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6684635.500000 Penalty: 5372.242188
	Iteration 31Q: 3 clusters Score -6684636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6684627.000000 Penalty: 5372.242188
	Iteration 32Q: 3 clusters Score -6684627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6684633.500000 Penalty: 5372.242188
	Iteration 33Q: 3 clusters Score -6684634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6684637.000000 Penalty: 5372.242188
	Iteration 34Q: 3 clusters Score -6684637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6684637.000000 Penalty: 5372.242188
	Iteration 35Q: 3 clusters Score -6684637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6684646.000000 Penalty: 5372.242188
	Iteration 36Q: 3 clusters Score -6684646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6684652.000000 Penalty: 5372.242188
	Iteration 37Q: 3 clusters Score -6684652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6684658.000000 Penalty: 5372.242188
	Iteration 38Q: 3 clusters Score -6684658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6684665.500000 Penalty: 5372.242188
	Iteration 39Q: 3 clusters Score -6684666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6684678.500000 Penalty: 5372.242188
	Iteration 40F: 3 clusters Score -6684678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6684668.500000 Penalty: 5372.242188
	Iteration 41Q: 3 clusters Score -6684668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6684678.000000 Penalty: 5372.242188
	Iteration 42Q: 3 clusters Score -6684678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6684674.000000 Penalty: 5372.242188
	Iteration 43Q: 3 clusters Score -6684674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6684675.500000 Penalty: 5372.242188
	Iteration 44Q: 3 clusters Score -6684676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6684683.500000 Penalty: 5372.242188
	Iteration 45Q: 3 clusters Score -6684684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6684681.500000 Penalty: 5372.242188
	Iteration 46Q: 3 clusters Score -6684682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6684688.500000 Penalty: 5372.242188
	Iteration 47Q: 3 clusters Score -6684688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6684700.500000 Penalty: 5372.242188
	Iteration 48Q: 3 clusters Score -6684700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6684696.000000 Penalty: 5372.242188
	Iteration 49Q: 3 clusters Score -6684696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6684696.000000 Penalty: 5372.242188
	Iteration 50Q: 3 clusters Score -6684696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6684693.500000 Penalty: 5372.242188
	Iteration 51Q: 3 clusters Score -6684694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6684698.000000 Penalty: 5372.242188
	Iteration 52Q: 3 clusters Score -6684698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6684697.500000 Penalty: 5372.242188
	Iteration 53Q: 3 clusters Score -6684698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6684697.000000 Penalty: 5372.242188
	Iteration 54Q: 3 clusters Score -6684697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6684699.500000 Penalty: 5372.242188
	Iteration 55Q: 3 clusters Score -6684700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6684698.500000 Penalty: 5372.242188
	Iteration 56Q: 3 clusters Score -6684698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6684696.000000 Penalty: 5372.242188
	Iteration 57Q: 3 clusters Score -6684696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6684696.000000 Penalty: 5372.242188
	Iteration 58F: 3 clusters Score -6684696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -128479.453125 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -128479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -126598.726562 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -126598.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127535.796875 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -127535.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127983.507812 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -127983.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -128215.992188 Penalty: 3514.191895
	Iteration 3F: 3 clusters Score -128216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -128413.476562 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -128413.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128603.445312 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -128603.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128822.492188 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -128822.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -128892.960938 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -128893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128918.015625 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -128918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128935.000000 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -128935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128949.234375 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -128949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -128973.851562 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -128973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128991.281250 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -128991.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129022.750000 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -129022.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129068.187500 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -129068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -129105.718750 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -129105.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129167.570312 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -129167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129218.273438 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -129218.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129266.039062 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -129266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129310.117188 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -129310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129368.062500 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -129368.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129422.015625 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -129422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129431.117188 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -129431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129432.632812 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -129432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129434.296875 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -129434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129434.296875 Penalty: 3514.191895
	Iteration 25F: 3 clusters Score -129434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 20361 members 
Mstep: Class 4 contains 194594 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67571 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41496 members 
Mstep: Class 14 contains 37513 members 
Mstep: Class 15 contains 46699 members 
Mstep: Class 16 contains 188923 members 
Mstep: Class 17 contains 25558 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 46343 members 
Mstep: Class 21 contains 50571 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200973 members 
Mstep: Class 27 contains 612 members 
Entering Unmasked Estep 
Score: -133234808.000000 Penalty: 92692.289062
Splitting cluster 22 changes total score from -133235648.000000 to -133234808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -329275.750000 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -329275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -326353.562500 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -326353.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -326841.312500 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -326841.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -326964.968750 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -326965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -327043.031250 Penalty: 3881.717773
	Iteration 3Q: 3 clusters Score -327043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -327098.843750 Penalty: 3881.717773
	Iteration 4Q: 3 clusters Score -327098.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -327138.500000 Penalty: 3881.717773
	Iteration 5Q: 3 clusters Score -327138.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -327162.062500 Penalty: 3881.717773
	Iteration 6Q: 3 clusters Score -327162.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -327175.250000 Penalty: 3881.717773
	Iteration 7Q: 3 clusters Score -327175.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -327183.843750 Penalty: 3881.717773
	Iteration 8Q: 3 clusters Score -327183.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -327189.125000 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -327189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -327193.875000 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -327193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -327196.718750 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -327196.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -327199.812500 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -327199.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -327204.312500 Penalty: 3881.717773
	Iteration 13Q: 3 clusters Score -327204.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -327208.906250 Penalty: 3881.717773
	Iteration 14Q: 3 clusters Score -327208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -327212.687500 Penalty: 3881.717773
	Iteration 15Q: 3 clusters Score -327212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -327216.218750 Penalty: 3881.717773
	Iteration 16Q: 3 clusters Score -327216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -327220.125000 Penalty: 3881.717773
	Iteration 17Q: 3 clusters Score -327220.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -327223.937500 Penalty: 3881.717773
	Iteration 18Q: 3 clusters Score -327223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -327229.187500 Penalty: 3881.717773
	Iteration 19Q: 3 clusters Score -327229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -327230.281250 Penalty: 3881.717773
	Iteration 20F: 3 clusters Score -327230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -79289.171875 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -79289.17 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 381 members 
Entering Unmasked Estep 
Score: -77686.390625 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77686.39 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78180.179688 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -78180.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78503.257812 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -78503.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78783.429688 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78783.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -79167.992188 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -79167.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79412.812500 Penalty: 3272.184082
	Iteration 5F: 3 clusters Score -79412.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -79584.875000 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -79584.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -79694.882812 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -79694.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -79855.578125 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -79855.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -80202.687500 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -80202.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -80351.992188 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -80351.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -80387.242188 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -80387.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -80396.375000 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -80396.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -80396.375000 Penalty: 3272.184082
	Iteration 13F: 3 clusters Score -80396.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 20361 members 
Mstep: Class 4 contains 194594 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67571 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41496 members 
Mstep: Class 14 contains 37513 members 
Mstep: Class 15 contains 46699 members 
Mstep: Class 16 contains 188923 members 
Mstep: Class 17 contains 25558 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 46343 members 
Mstep: Class 21 contains 50571 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200973 members 
Mstep: Class 27 contains 550 members 
Entering Unmasked Estep 
Score: -133234608.000000 Penalty: 92692.289062
Splitting cluster 24 changes total score from -133235648.000000 to -133234608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -31522.820312 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -31522.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30280.117188 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -30280.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30495.988281 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -30495.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30551.064453 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -30551.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30572.019531 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -30572.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30596.751953 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -30596.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30605.050781 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -30605.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30611.099609 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -30611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30624.160156 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -30624.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30633.873047 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -30633.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30641.486328 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -30641.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30657.375000 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -30657.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30658.541016 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -30658.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30658.541016 Penalty: 2892.613770
	Iteration 12F: 3 clusters Score -30658.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (200973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200973 members 
Entering Unmasked Estep 
Score: -26675178.000000 Penalty: 3028.309570
	Iteration 0F: 2 clusters Score -2.667518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -26544962.000000 Penalty: 6056.619141
	Iteration 0F: 3 clusters Score -2.654496e+07 nChanged 96861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -26601540.000000 Penalty: 6056.619141
	Iteration 1F: 3 clusters Score -2.660154e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -26602556.000000 Penalty: 6056.619141
	Iteration 2Q: 3 clusters Score -2.660256e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -26603916.000000 Penalty: 6056.619141
	Iteration 3Q: 3 clusters Score -2.660392e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -26605838.000000 Penalty: 6056.619141
	Iteration 4Q: 3 clusters Score -2.660584e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118229 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -26608740.000000 Penalty: 6056.619141
	Iteration 5Q: 3 clusters Score -2.660874e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127526 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -26613568.000000 Penalty: 6056.619141
	Iteration 6Q: 3 clusters Score -2.661357e+07 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140492 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -26622614.000000 Penalty: 6056.619141
	Iteration 7F: 3 clusters Score -2.662261e+07 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -26636146.000000 Penalty: 6056.619141
	Iteration 8F: 3 clusters Score -2.663615e+07 nChanged 16622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173476 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -26651254.000000 Penalty: 6056.619141
	Iteration 9F: 3 clusters Score -2.665125e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186529 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -26662782.000000 Penalty: 6056.619141
	Iteration 10F: 3 clusters Score -2.666278e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193959 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -26668496.000000 Penalty: 6056.619141
	Iteration 11Q: 3 clusters Score -2.66685e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197421 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -26670784.000000 Penalty: 6056.619141
	Iteration 12Q: 3 clusters Score -2.667078e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198876 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -26671734.000000 Penalty: 6056.619141
	Iteration 13Q: 3 clusters Score -2.667173e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199534 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -26672140.000000 Penalty: 6056.619141
	Iteration 14Q: 3 clusters Score -2.667214e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199853 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -26672336.000000 Penalty: 6056.619141
	Iteration 15Q: 3 clusters Score -2.667234e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200019 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -26672412.000000 Penalty: 6056.619141
	Iteration 16Q: 3 clusters Score -2.667241e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200113 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -26672488.000000 Penalty: 6056.619141
	Iteration 17Q: 3 clusters Score -2.667249e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200180 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -26672540.000000 Penalty: 6056.619141
	Iteration 18Q: 3 clusters Score -2.667254e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200235 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -26672594.000000 Penalty: 6056.619141
	Iteration 19Q: 3 clusters Score -2.667259e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200265 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -26672572.000000 Penalty: 6056.619141
	Iteration 20F: 3 clusters Score -2.667257e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200287 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -26672584.000000 Penalty: 6056.619141
	Iteration 21Q: 3 clusters Score -2.667258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200301 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -26672604.000000 Penalty: 6056.619141
	Iteration 22Q: 3 clusters Score -2.66726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200302 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -26672632.000000 Penalty: 6056.619141
	Iteration 23Q: 3 clusters Score -2.667263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200302 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -26672650.000000 Penalty: 6056.619141
	Iteration 24Q: 3 clusters Score -2.667265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200311 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -26672664.000000 Penalty: 6056.619141
	Iteration 25Q: 3 clusters Score -2.667266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200307 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -26672674.000000 Penalty: 6056.619141
	Iteration 26Q: 3 clusters Score -2.667267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200303 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -26672678.000000 Penalty: 6056.619141
	Iteration 27Q: 3 clusters Score -2.667268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200301 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -26672664.000000 Penalty: 6056.619141
	Iteration 28Q: 3 clusters Score -2.667266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200304 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -26672680.000000 Penalty: 6056.619141
	Iteration 29Q: 3 clusters Score -2.667268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200308 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -26672704.000000 Penalty: 6056.619141
	Iteration 30Q: 3 clusters Score -2.66727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200309 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -26672704.000000 Penalty: 6056.619141
	Iteration 31Q: 3 clusters Score -2.66727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200313 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -26672698.000000 Penalty: 6056.619141
	Iteration 32Q: 3 clusters Score -2.66727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200315 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -26672694.000000 Penalty: 6056.619141
	Iteration 33Q: 3 clusters Score -2.667269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -26672710.000000 Penalty: 6056.619141
	Iteration 34Q: 3 clusters Score -2.667271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200323 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -26672712.000000 Penalty: 6056.619141
	Iteration 35Q: 3 clusters Score -2.667271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200325 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -26672694.000000 Penalty: 6056.619141
	Iteration 36Q: 3 clusters Score -2.667269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200327 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -26672698.000000 Penalty: 6056.619141
	Iteration 37Q: 3 clusters Score -2.66727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200326 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -26672704.000000 Penalty: 6056.619141
	Iteration 38Q: 3 clusters Score -2.66727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200327 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -26672704.000000 Penalty: 6056.619141
	Iteration 39Q: 3 clusters Score -2.66727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200328 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -26672704.000000 Penalty: 6056.619141
	Iteration 40F: 3 clusters Score -2.66727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200330 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -26672710.000000 Penalty: 6056.619141
	Iteration 41Q: 3 clusters Score -2.667271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200330 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -26672712.000000 Penalty: 6056.619141
	Iteration 42Q: 3 clusters Score -2.667271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200331 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -26672720.000000 Penalty: 6056.619141
	Iteration 43Q: 3 clusters Score -2.667272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200332 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -26672714.000000 Penalty: 6056.619141
	Iteration 44Q: 3 clusters Score -2.667271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200332 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -26672714.000000 Penalty: 6056.619141
	Iteration 45F: 3 clusters Score -2.667271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 20361 members 
Mstep: Class 4 contains 194594 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67571 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41496 members 
Mstep: Class 14 contains 37513 members 
Mstep: Class 15 contains 46699 members 
Mstep: Class 16 contains 188923 members 
Mstep: Class 17 contains 25558 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 46343 members 
Mstep: Class 21 contains 50571 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235528.000000 Penalty: 89259.242188
Iteration 119Q: 27 clusters Score -1.332355e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 20396 members 
Mstep: Class 4 contains 194619 members 
Mstep: Class 5 contains 44720 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67607 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18005 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 41482 members 
Mstep: Class 14 contains 37489 members 
Mstep: Class 15 contains 46861 members 
Mstep: Class 16 contains 188846 members 
Mstep: Class 17 contains 25573 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 46301 members 
Mstep: Class 21 contains 50545 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235360.000000 Penalty: 89259.242188
Iteration 120F: 27 clusters Score -1.332354e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 13055 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 194630 members 
Mstep: Class 5 contains 44712 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67660 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18008 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 41475 members 
Mstep: Class 14 contains 37488 members 
Mstep: Class 15 contains 47009 members 
Mstep: Class 16 contains 188671 members 
Mstep: Class 17 contains 25586 members 
Mstep: Class 18 contains 5388 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 46273 members 
Mstep: Class 21 contains 50525 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2502 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235528.000000 Penalty: 89259.242188
Iteration 121Q: 27 clusters Score -1.332355e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 13044 members 
Mstep: Class 3 contains 20464 members 
Mstep: Class 4 contains 194641 members 
Mstep: Class 5 contains 44714 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 67670 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 41451 members 
Mstep: Class 14 contains 37502 members 
Mstep: Class 15 contains 47156 members 
Mstep: Class 16 contains 188478 members 
Mstep: Class 17 contains 25586 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 46229 members 
Mstep: Class 21 contains 50520 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2502 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235416.000000 Penalty: 89259.242188
Iteration 122Q: 27 clusters Score -1.332354e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 13035 members 
Mstep: Class 3 contains 20503 members 
Mstep: Class 4 contains 194647 members 
Mstep: Class 5 contains 44723 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 67698 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18015 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 41442 members 
Mstep: Class 14 contains 37508 members 
Mstep: Class 15 contains 47273 members 
Mstep: Class 16 contains 188233 members 
Mstep: Class 17 contains 25598 members 
Mstep: Class 18 contains 5376 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 46205 members 
Mstep: Class 21 contains 50496 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235648.000000 Penalty: 89259.242188
Iteration 123Q: 27 clusters Score -1.332356e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 13024 members 
Mstep: Class 3 contains 20527 members 
Mstep: Class 4 contains 194673 members 
Mstep: Class 5 contains 44727 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 67724 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18022 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 41426 members 
Mstep: Class 14 contains 37522 members 
Mstep: Class 15 contains 47371 members 
Mstep: Class 16 contains 187912 members 
Mstep: Class 17 contains 25619 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 46166 members 
Mstep: Class 21 contains 50489 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235736.000000 Penalty: 89259.242188
Iteration 124Q: 27 clusters Score -1.332357e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 13018 members 
Mstep: Class 3 contains 20555 members 
Mstep: Class 4 contains 194696 members 
Mstep: Class 5 contains 44739 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 67752 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18016 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41400 members 
Mstep: Class 14 contains 37537 members 
Mstep: Class 15 contains 47478 members 
Mstep: Class 16 contains 187542 members 
Mstep: Class 17 contains 25624 members 
Mstep: Class 18 contains 5363 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 46134 members 
Mstep: Class 21 contains 50483 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2498 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235832.000000 Penalty: 89259.242188
Iteration 125Q: 27 clusters Score -1.332358e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 13019 members 
Mstep: Class 3 contains 20569 members 
Mstep: Class 4 contains 194712 members 
Mstep: Class 5 contains 44752 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67763 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18016 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41385 members 
Mstep: Class 14 contains 37562 members 
Mstep: Class 15 contains 47580 members 
Mstep: Class 16 contains 187218 members 
Mstep: Class 17 contains 25629 members 
Mstep: Class 18 contains 5357 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 46098 members 
Mstep: Class 21 contains 50475 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235824.000000 Penalty: 89259.242188
Iteration 126Q: 27 clusters Score -1.332358e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 13014 members 
Mstep: Class 3 contains 20589 members 
Mstep: Class 4 contains 194722 members 
Mstep: Class 5 contains 44756 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67779 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41373 members 
Mstep: Class 14 contains 37583 members 
Mstep: Class 15 contains 47670 members 
Mstep: Class 16 contains 186922 members 
Mstep: Class 17 contains 25645 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 46068 members 
Mstep: Class 21 contains 50476 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236024.000000 Penalty: 89259.242188
Iteration 127Q: 27 clusters Score -1.33236e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 13026 members 
Mstep: Class 3 contains 20609 members 
Mstep: Class 4 contains 194725 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 67809 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18010 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41346 members 
Mstep: Class 14 contains 37596 members 
Mstep: Class 15 contains 47772 members 
Mstep: Class 16 contains 186688 members 
Mstep: Class 17 contains 25671 members 
Mstep: Class 18 contains 5344 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 46037 members 
Mstep: Class 21 contains 50480 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2498 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236040.000000 Penalty: 89259.242188
Iteration 128Q: 27 clusters Score -1.33236e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 13032 members 
Mstep: Class 3 contains 20626 members 
Mstep: Class 4 contains 194740 members 
Mstep: Class 5 contains 44746 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 67862 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18018 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41327 members 
Mstep: Class 14 contains 37616 members 
Mstep: Class 15 contains 47858 members 
Mstep: Class 16 contains 186458 members 
Mstep: Class 17 contains 25678 members 
Mstep: Class 18 contains 5342 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 46002 members 
Mstep: Class 21 contains 50482 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2498 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235824.000000 Penalty: 89259.242188
Iteration 129Q: 27 clusters Score -1.332358e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 13038 members 
Mstep: Class 3 contains 20649 members 
Mstep: Class 4 contains 194760 members 
Mstep: Class 5 contains 44734 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 67901 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18007 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 41313 members 
Mstep: Class 14 contains 37637 members 
Mstep: Class 15 contains 47932 members 
Mstep: Class 16 contains 186238 members 
Mstep: Class 17 contains 25687 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 45977 members 
Mstep: Class 21 contains 50491 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235824.000000 Penalty: 89259.242188
Iteration 130Q: 27 clusters Score -1.332358e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 13038 members 
Mstep: Class 3 contains 20665 members 
Mstep: Class 4 contains 194772 members 
Mstep: Class 5 contains 44722 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 67931 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 41302 members 
Mstep: Class 14 contains 37655 members 
Mstep: Class 15 contains 48017 members 
Mstep: Class 16 contains 186030 members 
Mstep: Class 17 contains 25690 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 9340 members 
Mstep: Class 20 contains 45949 members 
Mstep: Class 21 contains 50489 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2498 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236000.000000 Penalty: 89259.242188
Iteration 131Q: 27 clusters Score -1.33236e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 13031 members 
Mstep: Class 3 contains 20688 members 
Mstep: Class 4 contains 194785 members 
Mstep: Class 5 contains 44719 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 67963 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18012 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 41287 members 
Mstep: Class 14 contains 37678 members 
Mstep: Class 15 contains 48100 members 
Mstep: Class 16 contains 185853 members 
Mstep: Class 17 contains 25689 members 
Mstep: Class 18 contains 5337 members 
Mstep: Class 19 contains 9339 members 
Mstep: Class 20 contains 45920 members 
Mstep: Class 21 contains 50490 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236088.000000 Penalty: 89259.242188
Iteration 132Q: 27 clusters Score -1.332361e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 13024 members 
Mstep: Class 3 contains 20710 members 
Mstep: Class 4 contains 194795 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68017 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18027 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 41288 members 
Mstep: Class 14 contains 37692 members 
Mstep: Class 15 contains 48180 members 
Mstep: Class 16 contains 185685 members 
Mstep: Class 17 contains 25685 members 
Mstep: Class 18 contains 5335 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 45899 members 
Mstep: Class 21 contains 50487 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236120.000000 Penalty: 89259.242188
Iteration 133Q: 27 clusters Score -1.332361e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 13021 members 
Mstep: Class 3 contains 20734 members 
Mstep: Class 4 contains 194808 members 
Mstep: Class 5 contains 44698 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68051 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18039 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 41283 members 
Mstep: Class 14 contains 37717 members 
Mstep: Class 15 contains 48269 members 
Mstep: Class 16 contains 185511 members 
Mstep: Class 17 contains 25690 members 
Mstep: Class 18 contains 5334 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45875 members 
Mstep: Class 21 contains 50495 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2502 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236064.000000 Penalty: 89259.242188
Iteration 134Q: 27 clusters Score -1.332361e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 13009 members 
Mstep: Class 3 contains 20759 members 
Mstep: Class 4 contains 194822 members 
Mstep: Class 5 contains 44688 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68071 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 41269 members 
Mstep: Class 14 contains 37738 members 
Mstep: Class 15 contains 48365 members 
Mstep: Class 16 contains 185412 members 
Mstep: Class 17 contains 25688 members 
Mstep: Class 18 contains 5334 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 45848 members 
Mstep: Class 21 contains 50500 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236072.000000 Penalty: 89259.242188
Iteration 135Q: 27 clusters Score -1.332361e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 13001 members 
Mstep: Class 3 contains 20782 members 
Mstep: Class 4 contains 194837 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68095 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18060 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 41258 members 
Mstep: Class 14 contains 37761 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 185343 members 
Mstep: Class 17 contains 25683 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45803 members 
Mstep: Class 21 contains 50520 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236024.000000 Penalty: 89259.242188
Iteration 136Q: 27 clusters Score -1.33236e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 20806 members 
Mstep: Class 4 contains 194850 members 
Mstep: Class 5 contains 44674 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68115 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18065 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 41231 members 
Mstep: Class 14 contains 37773 members 
Mstep: Class 15 contains 48542 members 
Mstep: Class 16 contains 185311 members 
Mstep: Class 17 contains 25680 members 
Mstep: Class 18 contains 5332 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45768 members 
Mstep: Class 21 contains 50552 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235952.000000 Penalty: 89259.242188
Iteration 137Q: 27 clusters Score -1.33236e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12991 members 
Mstep: Class 3 contains 20826 members 
Mstep: Class 4 contains 194869 members 
Mstep: Class 5 contains 44681 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 68149 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18065 members 
Mstep: Class 12 contains 3432 members 
Mstep: Class 13 contains 41217 members 
Mstep: Class 14 contains 37790 members 
Mstep: Class 15 contains 48621 members 
Mstep: Class 16 contains 185273 members 
Mstep: Class 17 contains 25678 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45741 members 
Mstep: Class 21 contains 50562 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 202043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235976.000000 Penalty: 89259.242188
Iteration 138Q: 27 clusters Score -1.33236e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12991 members 
Mstep: Class 3 contains 20839 members 
Mstep: Class 4 contains 194883 members 
Mstep: Class 5 contains 44678 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 68179 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18066 members 
Mstep: Class 12 contains 3432 members 
Mstep: Class 13 contains 41205 members 
Mstep: Class 14 contains 37812 members 
Mstep: Class 15 contains 48700 members 
Mstep: Class 16 contains 185240 members 
Mstep: Class 17 contains 25683 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 9334 members 
Mstep: Class 20 contains 45716 members 
Mstep: Class 21 contains 50573 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236256.000000 Penalty: 89259.242188
Iteration 139Q: 27 clusters Score -1.332363e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 12990 members 
Mstep: Class 3 contains 20863 members 
Mstep: Class 4 contains 194884 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68222 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 41191 members 
Mstep: Class 14 contains 37825 members 
Mstep: Class 15 contains 48775 members 
Mstep: Class 16 contains 185200 members 
Mstep: Class 17 contains 25687 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45705 members 
Mstep: Class 21 contains 50568 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236176.000000 Penalty: 89259.242188
Iteration 140F: 27 clusters Score -1.332362e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 194881 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68281 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18078 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 41182 members 
Mstep: Class 14 contains 37841 members 
Mstep: Class 15 contains 48856 members 
Mstep: Class 16 contains 185112 members 
Mstep: Class 17 contains 25687 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45694 members 
Mstep: Class 21 contains 50570 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236248.000000 Penalty: 89259.242188
Iteration 141Q: 27 clusters Score -1.332362e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 20911 members 
Mstep: Class 4 contains 194883 members 
Mstep: Class 5 contains 44656 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68317 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 41183 members 
Mstep: Class 14 contains 37854 members 
Mstep: Class 15 contains 48913 members 
Mstep: Class 16 contains 185083 members 
Mstep: Class 17 contains 25681 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 45695 members 
Mstep: Class 21 contains 50567 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236176.000000 Penalty: 89259.242188
Iteration 142Q: 27 clusters Score -1.332362e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12991 members 
Mstep: Class 3 contains 20924 members 
Mstep: Class 4 contains 194886 members 
Mstep: Class 5 contains 44643 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68364 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18075 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 41187 members 
Mstep: Class 14 contains 37872 members 
Mstep: Class 15 contains 48971 members 
Mstep: Class 16 contains 185065 members 
Mstep: Class 17 contains 25689 members 
Mstep: Class 18 contains 5322 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 45681 members 
Mstep: Class 21 contains 50562 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236128.000000 Penalty: 89259.242188
Iteration 143Q: 27 clusters Score -1.332361e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12986 members 
Mstep: Class 3 contains 20944 members 
Mstep: Class 4 contains 194900 members 
Mstep: Class 5 contains 44653 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68402 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18070 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 41171 members 
Mstep: Class 14 contains 37896 members 
Mstep: Class 15 contains 49011 members 
Mstep: Class 16 contains 185093 members 
Mstep: Class 17 contains 25696 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45657 members 
Mstep: Class 21 contains 50565 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236336.000000 Penalty: 89259.242188
Iteration 144Q: 27 clusters Score -1.332363e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12983 members 
Mstep: Class 3 contains 20960 members 
Mstep: Class 4 contains 194917 members 
Mstep: Class 5 contains 44657 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68459 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18071 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 41161 members 
Mstep: Class 14 contains 37927 members 
Mstep: Class 15 contains 49043 members 
Mstep: Class 16 contains 185118 members 
Mstep: Class 17 contains 25687 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45654 members 
Mstep: Class 21 contains 50570 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236520.000000 Penalty: 89259.242188
Iteration 145Q: 27 clusters Score -1.332365e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 20967 members 
Mstep: Class 4 contains 194934 members 
Mstep: Class 5 contains 44680 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68503 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18074 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 41167 members 
Mstep: Class 14 contains 37946 members 
Mstep: Class 15 contains 49084 members 
Mstep: Class 16 contains 185119 members 
Mstep: Class 17 contains 25687 members 
Mstep: Class 18 contains 5319 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45647 members 
Mstep: Class 21 contains 50577 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 201155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236760.000000 Penalty: 89259.242188
Iteration 146Q: 27 clusters Score -1.332368e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12977 members 
Mstep: Class 3 contains 20982 members 
Mstep: Class 4 contains 194948 members 
Mstep: Class 5 contains 44692 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68556 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18071 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 41166 members 
Mstep: Class 14 contains 37957 members 
Mstep: Class 15 contains 49133 members 
Mstep: Class 16 contains 185158 members 
Mstep: Class 17 contains 25687 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 45640 members 
Mstep: Class 21 contains 50584 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236808.000000 Penalty: 89259.242188
Iteration 147Q: 27 clusters Score -1.332368e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 21003 members 
Mstep: Class 4 contains 194966 members 
Mstep: Class 5 contains 44711 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68603 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41155 members 
Mstep: Class 14 contains 37971 members 
Mstep: Class 15 contains 49191 members 
Mstep: Class 16 contains 185116 members 
Mstep: Class 17 contains 25689 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 45631 members 
Mstep: Class 21 contains 50591 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236808.000000 Penalty: 89259.242188
Iteration 148Q: 27 clusters Score -1.332368e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 21028 members 
Mstep: Class 4 contains 194983 members 
Mstep: Class 5 contains 44716 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68631 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18074 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 41143 members 
Mstep: Class 14 contains 37991 members 
Mstep: Class 15 contains 49250 members 
Mstep: Class 16 contains 185077 members 
Mstep: Class 17 contains 25703 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 20 contains 45603 members 
Mstep: Class 21 contains 50593 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236760.000000 Penalty: 89259.242188
Iteration 149Q: 27 clusters Score -1.332368e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12975 members 
Mstep: Class 3 contains 21046 members 
Mstep: Class 4 contains 194985 members 
Mstep: Class 5 contains 44718 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68657 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18079 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 41120 members 
Mstep: Class 14 contains 38009 members 
Mstep: Class 15 contains 49321 members 
Mstep: Class 16 contains 185062 members 
Mstep: Class 17 contains 25720 members 
Mstep: Class 18 contains 5319 members 
Mstep: Class 19 contains 9324 members 
Mstep: Class 20 contains 45579 members 
Mstep: Class 21 contains 50593 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236824.000000 Penalty: 89259.242188
Iteration 150Q: 27 clusters Score -1.332368e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 21062 members 
Mstep: Class 4 contains 194986 members 
Mstep: Class 5 contains 44716 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 68696 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18087 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 41097 members 
Mstep: Class 14 contains 38029 members 
Mstep: Class 15 contains 49386 members 
Mstep: Class 16 contains 185053 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 5319 members 
Mstep: Class 19 contains 9327 members 
Mstep: Class 20 contains 45562 members 
Mstep: Class 21 contains 50600 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236912.000000 Penalty: 89259.242188
Iteration 151Q: 27 clusters Score -1.332369e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12981 members 
Mstep: Class 3 contains 21083 members 
Mstep: Class 4 contains 194985 members 
Mstep: Class 5 contains 44708 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 68726 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41080 members 
Mstep: Class 14 contains 38045 members 
Mstep: Class 15 contains 49454 members 
Mstep: Class 16 contains 185006 members 
Mstep: Class 17 contains 25743 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 20 contains 45563 members 
Mstep: Class 21 contains 50615 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236824.000000 Penalty: 89259.242188
Iteration 152Q: 27 clusters Score -1.332368e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12981 members 
Mstep: Class 3 contains 21104 members 
Mstep: Class 4 contains 194987 members 
Mstep: Class 5 contains 44701 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 68775 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41075 members 
Mstep: Class 14 contains 38061 members 
Mstep: Class 15 contains 49505 members 
Mstep: Class 16 contains 184906 members 
Mstep: Class 17 contains 25765 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45559 members 
Mstep: Class 21 contains 50637 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236816.000000 Penalty: 89259.242188
Iteration 153Q: 27 clusters Score -1.332368e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12981 members 
Mstep: Class 3 contains 21118 members 
Mstep: Class 4 contains 194997 members 
Mstep: Class 5 contains 44705 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 68819 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 41066 members 
Mstep: Class 14 contains 38068 members 
Mstep: Class 15 contains 49564 members 
Mstep: Class 16 contains 184808 members 
Mstep: Class 17 contains 25784 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45551 members 
Mstep: Class 21 contains 50647 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237032.000000 Penalty: 89259.242188
Iteration 154Q: 27 clusters Score -1.33237e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12976 members 
Mstep: Class 3 contains 21137 members 
Mstep: Class 4 contains 195000 members 
Mstep: Class 5 contains 44717 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 68852 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 41062 members 
Mstep: Class 14 contains 38087 members 
Mstep: Class 15 contains 49620 members 
Mstep: Class 16 contains 184694 members 
Mstep: Class 17 contains 25790 members 
Mstep: Class 18 contains 5301 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 45534 members 
Mstep: Class 21 contains 50668 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237168.000000 Penalty: 89259.242188
Iteration 155Q: 27 clusters Score -1.332372e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12970 members 
Mstep: Class 3 contains 21154 members 
Mstep: Class 4 contains 195005 members 
Mstep: Class 5 contains 44713 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 68887 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41051 members 
Mstep: Class 14 contains 38094 members 
Mstep: Class 15 contains 49678 members 
Mstep: Class 16 contains 184571 members 
Mstep: Class 17 contains 25798 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 45525 members 
Mstep: Class 21 contains 50681 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237336.000000 Penalty: 89259.242188
Iteration 156Q: 27 clusters Score -1.332373e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12959 members 
Mstep: Class 3 contains 21174 members 
Mstep: Class 4 contains 195011 members 
Mstep: Class 5 contains 44712 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 68934 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18107 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 41041 members 
Mstep: Class 14 contains 38099 members 
Mstep: Class 15 contains 49720 members 
Mstep: Class 16 contains 184451 members 
Mstep: Class 17 contains 25810 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45508 members 
Mstep: Class 21 contains 50703 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237152.000000 Penalty: 89259.242188
Iteration 157Q: 27 clusters Score -1.332372e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12954 members 
Mstep: Class 3 contains 21193 members 
Mstep: Class 4 contains 195009 members 
Mstep: Class 5 contains 44705 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 68987 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18104 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 41040 members 
Mstep: Class 14 contains 38114 members 
Mstep: Class 15 contains 49755 members 
Mstep: Class 16 contains 184269 members 
Mstep: Class 17 contains 25833 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 45500 members 
Mstep: Class 21 contains 50720 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236960.000000 Penalty: 89259.242188
Iteration 158Q: 27 clusters Score -1.33237e+08 nChanged 1099
Entering ConstructFrom: 
Score: -133236960.000000 Penalty: 89259.242188
Entering ConstructFrom: 
Trying to split cluster 1 (4697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Entering Unmasked Estep 
Score: -593410.000000 Penalty: 2096.760498
	Iteration 0F: 2 clusters Score -593410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -589086.312500 Penalty: 4193.520996
	Iteration 0F: 3 clusters Score -589086.3 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -590342.750000 Penalty: 4193.520996
	Iteration 1F: 3 clusters Score -590342.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -590949.687500 Penalty: 4193.520996
	Iteration 2F: 3 clusters Score -590949.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -591767.625000 Penalty: 4193.520996
	Iteration 3F: 3 clusters Score -591767.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -592457.875000 Penalty: 4193.520996
	Iteration 4F: 3 clusters Score -592457.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -592817.312500 Penalty: 4193.520996
	Iteration 5F: 3 clusters Score -592817.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -593047.187500 Penalty: 4193.520996
	Iteration 6Q: 3 clusters Score -593047.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -593157.500000 Penalty: 4193.520996
	Iteration 7Q: 3 clusters Score -593157.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -593233.937500 Penalty: 4193.520996
	Iteration 8Q: 3 clusters Score -593233.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -593277.312500 Penalty: 4193.520996
	Iteration 9Q: 3 clusters Score -593277.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -593328.750000 Penalty: 4193.520996
	Iteration 10Q: 3 clusters Score -593328.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -593412.937500 Penalty: 4193.520996
	Iteration 11Q: 3 clusters Score -593412.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -593459.500000 Penalty: 4193.520996
	Iteration 12Q: 3 clusters Score -593459.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -593512.062500 Penalty: 4193.520996
	Iteration 13Q: 3 clusters Score -593512.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -593552.187500 Penalty: 4193.520996
	Iteration 14Q: 3 clusters Score -593552.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -593604.875000 Penalty: 4193.520996
	Iteration 15Q: 3 clusters Score -593604.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -593637.937500 Penalty: 4193.520996
	Iteration 16Q: 3 clusters Score -593637.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -593658.437500 Penalty: 4193.520996
	Iteration 17Q: 3 clusters Score -593658.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -593682.062500 Penalty: 4193.520996
	Iteration 18Q: 3 clusters Score -593682.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -593699.250000 Penalty: 4193.520996
	Iteration 19Q: 3 clusters Score -593699.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -593711.000000 Penalty: 4193.520996
	Iteration 20F: 3 clusters Score -593711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -593724.625000 Penalty: 4193.520996
	Iteration 21Q: 3 clusters Score -593724.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -593731.625000 Penalty: 4193.520996
	Iteration 22Q: 3 clusters Score -593731.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -593737.187500 Penalty: 4193.520996
	Iteration 23Q: 3 clusters Score -593737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -593741.875000 Penalty: 4193.520996
	Iteration 24Q: 3 clusters Score -593741.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -593743.937500 Penalty: 4193.520996
	Iteration 25Q: 3 clusters Score -593743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -593749.312500 Penalty: 4193.520996
	Iteration 26Q: 3 clusters Score -593749.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -593755.187500 Penalty: 4193.520996
	Iteration 27Q: 3 clusters Score -593755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -593761.437500 Penalty: 4193.520996
	Iteration 28Q: 3 clusters Score -593761.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -593767.500000 Penalty: 4193.520996
	Iteration 29Q: 3 clusters Score -593767.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -593777.000000 Penalty: 4193.520996
	Iteration 30Q: 3 clusters Score -593777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -593793.312500 Penalty: 4193.520996
	Iteration 31Q: 3 clusters Score -593793.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -593815.437500 Penalty: 4193.520996
	Iteration 32Q: 3 clusters Score -593815.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -593841.562500 Penalty: 4193.520996
	Iteration 33Q: 3 clusters Score -593841.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -593874.062500 Penalty: 4193.520996
	Iteration 34Q: 3 clusters Score -593874.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -593913.687500 Penalty: 4193.520996
	Iteration 35Q: 3 clusters Score -593913.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -593945.750000 Penalty: 4193.520996
	Iteration 36Q: 3 clusters Score -593945.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -593978.562500 Penalty: 4193.520996
	Iteration 37Q: 3 clusters Score -593978.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -594004.250000 Penalty: 4193.520996
	Iteration 38Q: 3 clusters Score -594004.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -594027.000000 Penalty: 4193.520996
	Iteration 39Q: 3 clusters Score -594027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -594042.937500 Penalty: 4193.520996
	Iteration 40F: 3 clusters Score -594042.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -594056.062500 Penalty: 4193.520996
	Iteration 41Q: 3 clusters Score -594056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -594073.562500 Penalty: 4193.520996
	Iteration 42Q: 3 clusters Score -594073.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -594083.562500 Penalty: 4193.520996
	Iteration 43Q: 3 clusters Score -594083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -594090.875000 Penalty: 4193.520996
	Iteration 44Q: 3 clusters Score -594090.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -594097.375000 Penalty: 4193.520996
	Iteration 45Q: 3 clusters Score -594097.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -594101.625000 Penalty: 4193.520996
	Iteration 46Q: 3 clusters Score -594101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -594105.750000 Penalty: 4193.520996
	Iteration 47Q: 3 clusters Score -594105.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -594109.687500 Penalty: 4193.520996
	Iteration 48Q: 3 clusters Score -594109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -594113.312500 Penalty: 4193.520996
	Iteration 49Q: 3 clusters Score -594113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -594115.812500 Penalty: 4193.520996
	Iteration 50Q: 3 clusters Score -594115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -594118.812500 Penalty: 4193.520996
	Iteration 51Q: 3 clusters Score -594118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -594120.625000 Penalty: 4193.520996
	Iteration 52Q: 3 clusters Score -594120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -594123.937500 Penalty: 4193.520996
	Iteration 53Q: 3 clusters Score -594123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -594124.062500 Penalty: 4193.520996
	Iteration 54Q: 3 clusters Score -594124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -594124.687500 Penalty: 4193.520996
	Iteration 55Q: 3 clusters Score -594124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -594125.625000 Penalty: 4193.520996
	Iteration 56Q: 3 clusters Score -594125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -594128.062500 Penalty: 4193.520996
	Iteration 57Q: 3 clusters Score -594128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -594129.062500 Penalty: 4193.520996
	Iteration 58Q: 3 clusters Score -594129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -594129.750000 Penalty: 4193.520996
	Iteration 59Q: 3 clusters Score -594129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -594130.937500 Penalty: 4193.520996
	Iteration 60F: 3 clusters Score -594130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -594131.000000 Penalty: 4193.520996
	Iteration 61Q: 3 clusters Score -594131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -594131.000000 Penalty: 4193.520996
	Iteration 62F: 3 clusters Score -594131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 12954 members 
Mstep: Class 3 contains 21210 members 
Mstep: Class 4 contains 195017 members 
Mstep: Class 5 contains 44708 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69027 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41037 members 
Mstep: Class 14 contains 38112 members 
Mstep: Class 15 contains 49794 members 
Mstep: Class 16 contains 184077 members 
Mstep: Class 17 contains 25855 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 45488 members 
Mstep: Class 21 contains 50724 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200455 members 
Mstep: Class 27 contains 1409 members 
Entering Unmasked Estep 
Score: -133236128.000000 Penalty: 92692.289062
Splitting cluster 1 changes total score from -133236960.000000 to -133236128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (12954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Entering Unmasked Estep 
Score: -1748524.750000 Penalty: 2348.351807
	Iteration 0F: 2 clusters Score -1748525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1738949.125000 Penalty: 4696.703613
	Iteration 0F: 3 clusters Score -1738949 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1741901.125000 Penalty: 4696.703613
	Iteration 1F: 3 clusters Score -1741901 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1742228.875000 Penalty: 4696.703613
	Iteration 2F: 3 clusters Score -1742229 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1742499.375000 Penalty: 4696.703613
	Iteration 3Q: 3 clusters Score -1742499 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1742772.625000 Penalty: 4696.703613
	Iteration 4Q: 3 clusters Score -1742773 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1743028.625000 Penalty: 4696.703613
	Iteration 5Q: 3 clusters Score -1743029 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1743327.375000 Penalty: 4696.703613
	Iteration 6Q: 3 clusters Score -1743327 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1743618.625000 Penalty: 4696.703613
	Iteration 7Q: 3 clusters Score -1743619 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1743908.125000 Penalty: 4696.703613
	Iteration 8Q: 3 clusters Score -1743908 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1744210.500000 Penalty: 4696.703613
	Iteration 9Q: 3 clusters Score -1744210 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1744496.500000 Penalty: 4696.703613
	Iteration 10Q: 3 clusters Score -1744496 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1744751.625000 Penalty: 4696.703613
	Iteration 11Q: 3 clusters Score -1744752 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1744987.875000 Penalty: 4696.703613
	Iteration 12Q: 3 clusters Score -1744988 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1745212.750000 Penalty: 4696.703613
	Iteration 13Q: 3 clusters Score -1745213 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1745416.000000 Penalty: 4696.703613
	Iteration 14Q: 3 clusters Score -1745416 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1745610.750000 Penalty: 4696.703613
	Iteration 15Q: 3 clusters Score -1745611 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1745782.375000 Penalty: 4696.703613
	Iteration 16Q: 3 clusters Score -1745782 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1745903.250000 Penalty: 4696.703613
	Iteration 17Q: 3 clusters Score -1745903 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1745984.750000 Penalty: 4696.703613
	Iteration 18Q: 3 clusters Score -1745985 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1746059.750000 Penalty: 4696.703613
	Iteration 19Q: 3 clusters Score -1746060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1746140.125000 Penalty: 4696.703613
	Iteration 20F: 3 clusters Score -1746140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1746207.250000 Penalty: 4696.703613
	Iteration 21Q: 3 clusters Score -1746207 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1746254.125000 Penalty: 4696.703613
	Iteration 22Q: 3 clusters Score -1746254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1746297.875000 Penalty: 4696.703613
	Iteration 23Q: 3 clusters Score -1746298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1746333.250000 Penalty: 4696.703613
	Iteration 24Q: 3 clusters Score -1746333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1746363.375000 Penalty: 4696.703613
	Iteration 25Q: 3 clusters Score -1746363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1746395.875000 Penalty: 4696.703613
	Iteration 26Q: 3 clusters Score -1746396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1746415.375000 Penalty: 4696.703613
	Iteration 27Q: 3 clusters Score -1746415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1746436.250000 Penalty: 4696.703613
	Iteration 28Q: 3 clusters Score -1746436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1746455.375000 Penalty: 4696.703613
	Iteration 29Q: 3 clusters Score -1746455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1746472.750000 Penalty: 4696.703613
	Iteration 30Q: 3 clusters Score -1746473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1746491.500000 Penalty: 4696.703613
	Iteration 31Q: 3 clusters Score -1746492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1746499.750000 Penalty: 4696.703613
	Iteration 32Q: 3 clusters Score -1746500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1746503.000000 Penalty: 4696.703613
	Iteration 33Q: 3 clusters Score -1746503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1746511.000000 Penalty: 4696.703613
	Iteration 34Q: 3 clusters Score -1746511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1746517.375000 Penalty: 4696.703613
	Iteration 35Q: 3 clusters Score -1746517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1746529.375000 Penalty: 4696.703613
	Iteration 36Q: 3 clusters Score -1746529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1746529.375000 Penalty: 4696.703613
	Iteration 37Q: 3 clusters Score -1746529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1746539.875000 Penalty: 4696.703613
	Iteration 38Q: 3 clusters Score -1746540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1746541.125000 Penalty: 4696.703613
	Iteration 39Q: 3 clusters Score -1746541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1746545.375000 Penalty: 4696.703613
	Iteration 40F: 3 clusters Score -1746545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1746545.500000 Penalty: 4696.703613
	Iteration 41Q: 3 clusters Score -1746546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1746545.875000 Penalty: 4696.703613
	Iteration 42Q: 3 clusters Score -1746546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1746548.375000 Penalty: 4696.703613
	Iteration 43Q: 3 clusters Score -1746548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1746550.000000 Penalty: 4696.703613
	Iteration 44Q: 3 clusters Score -1746550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1746554.500000 Penalty: 4696.703613
	Iteration 45Q: 3 clusters Score -1746554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1746557.500000 Penalty: 4696.703613
	Iteration 46Q: 3 clusters Score -1746558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1746557.250000 Penalty: 4696.703613
	Iteration 47Q: 3 clusters Score -1746557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1746563.250000 Penalty: 4696.703613
	Iteration 48Q: 3 clusters Score -1746563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1746562.750000 Penalty: 4696.703613
	Iteration 49Q: 3 clusters Score -1746563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1746565.375000 Penalty: 4696.703613
	Iteration 50Q: 3 clusters Score -1746565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1746567.125000 Penalty: 4696.703613
	Iteration 51Q: 3 clusters Score -1746567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1746567.625000 Penalty: 4696.703613
	Iteration 52Q: 3 clusters Score -1746568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1746568.750000 Penalty: 4696.703613
	Iteration 53Q: 3 clusters Score -1746569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1746570.000000 Penalty: 4696.703613
	Iteration 54Q: 3 clusters Score -1746570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1746571.000000 Penalty: 4696.703613
	Iteration 55Q: 3 clusters Score -1746571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1746571.500000 Penalty: 4696.703613
	Iteration 56Q: 3 clusters Score -1746572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1746570.375000 Penalty: 4696.703613
	Iteration 57Q: 3 clusters Score -1746570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1746570.375000 Penalty: 4696.703613
	Iteration 58F: 3 clusters Score -1746570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Entering Unmasked Estep 
Score: -2645493.250000 Penalty: 2470.632568
	Iteration 0F: 2 clusters Score -2645493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2630795.000000 Penalty: 4941.265137
	Iteration 0F: 3 clusters Score -2630795 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2635681.250000 Penalty: 4941.265137
	Iteration 1F: 3 clusters Score -2635681 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2636170.250000 Penalty: 4941.265137
	Iteration 2F: 3 clusters Score -2636170 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2636659.000000 Penalty: 4941.265137
	Iteration 3F: 3 clusters Score -2636659 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2637178.500000 Penalty: 4941.265137
	Iteration 4F: 3 clusters Score -2637178 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2637771.250000 Penalty: 4941.265137
	Iteration 5F: 3 clusters Score -2637771 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2638529.250000 Penalty: 4941.265137
	Iteration 6F: 3 clusters Score -2638529 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2639484.250000 Penalty: 4941.265137
	Iteration 7F: 3 clusters Score -2639484 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2640541.750000 Penalty: 4941.265137
	Iteration 8F: 3 clusters Score -2640542 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2641506.250000 Penalty: 4941.265137
	Iteration 9F: 3 clusters Score -2641506 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2642159.000000 Penalty: 4941.265137
	Iteration 10Q: 3 clusters Score -2642159 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2642560.500000 Penalty: 4941.265137
	Iteration 11Q: 3 clusters Score -2642560 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2642830.250000 Penalty: 4941.265137
	Iteration 12Q: 3 clusters Score -2642830 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2642985.750000 Penalty: 4941.265137
	Iteration 13Q: 3 clusters Score -2642986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2643091.250000 Penalty: 4941.265137
	Iteration 14Q: 3 clusters Score -2643091 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2643175.000000 Penalty: 4941.265137
	Iteration 15Q: 3 clusters Score -2643175 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2643219.250000 Penalty: 4941.265137
	Iteration 16Q: 3 clusters Score -2643219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2643260.250000 Penalty: 4941.265137
	Iteration 17Q: 3 clusters Score -2643260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2643290.000000 Penalty: 4941.265137
	Iteration 18Q: 3 clusters Score -2643290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2643311.250000 Penalty: 4941.265137
	Iteration 19Q: 3 clusters Score -2643311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2643338.500000 Penalty: 4941.265137
	Iteration 20F: 3 clusters Score -2643338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2643350.000000 Penalty: 4941.265137
	Iteration 21Q: 3 clusters Score -2643350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2643358.500000 Penalty: 4941.265137
	Iteration 22Q: 3 clusters Score -2643358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2643365.500000 Penalty: 4941.265137
	Iteration 23Q: 3 clusters Score -2643366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2643371.750000 Penalty: 4941.265137
	Iteration 24Q: 3 clusters Score -2643372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2643378.750000 Penalty: 4941.265137
	Iteration 25Q: 3 clusters Score -2643379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2643383.500000 Penalty: 4941.265137
	Iteration 26Q: 3 clusters Score -2643384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2643385.500000 Penalty: 4941.265137
	Iteration 27Q: 3 clusters Score -2643386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2643394.500000 Penalty: 4941.265137
	Iteration 28Q: 3 clusters Score -2643394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2643398.000000 Penalty: 4941.265137
	Iteration 29Q: 3 clusters Score -2643398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2643402.000000 Penalty: 4941.265137
	Iteration 30Q: 3 clusters Score -2643402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2643400.500000 Penalty: 4941.265137
	Iteration 31Q: 3 clusters Score -2643400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2643404.250000 Penalty: 4941.265137
	Iteration 32Q: 3 clusters Score -2643404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2643407.000000 Penalty: 4941.265137
	Iteration 33Q: 3 clusters Score -2643407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2643410.250000 Penalty: 4941.265137
	Iteration 34Q: 3 clusters Score -2643410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2643417.250000 Penalty: 4941.265137
	Iteration 35Q: 3 clusters Score -2643417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2643428.250000 Penalty: 4941.265137
	Iteration 36Q: 3 clusters Score -2643428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2643429.500000 Penalty: 4941.265137
	Iteration 37Q: 3 clusters Score -2643430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2643429.500000 Penalty: 4941.265137
	Iteration 38F: 3 clusters Score -2643430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (195017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195017 members 
Entering Unmasked Estep 
Score: -25780256.000000 Penalty: 3020.848877
	Iteration 0F: 2 clusters Score -2.578026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97268 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -25672126.000000 Penalty: 6041.697754
	Iteration 0F: 3 clusters Score -2.567213e+07 nChanged 93839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -25727360.000000 Penalty: 6041.697754
	Iteration 1F: 3 clusters Score -2.572736e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -25728888.000000 Penalty: 6041.697754
	Iteration 2Q: 3 clusters Score -2.572889e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Mstep: Class 2 contains 111810 members 
Entering Unmasked Estep 
Score: -25731436.000000 Penalty: 6041.697754
	Iteration 3Q: 3 clusters Score -2.573144e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -25735084.000000 Penalty: 6041.697754
	Iteration 4Q: 3 clusters Score -2.573508e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 129608 members 
Entering Unmasked Estep 
Score: -25740438.000000 Penalty: 6041.697754
	Iteration 5F: 3 clusters Score -2.574044e+07 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 141680 members 
Entering Unmasked Estep 
Score: -25747460.000000 Penalty: 6041.697754
	Iteration 6F: 3 clusters Score -2.574746e+07 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -25756720.000000 Penalty: 6041.697754
	Iteration 7F: 3 clusters Score -2.575672e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 167225 members 
Entering Unmasked Estep 
Score: -25766300.000000 Penalty: 6041.697754
	Iteration 8F: 3 clusters Score -2.57663e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 178203 members 
Entering Unmasked Estep 
Score: -25773118.000000 Penalty: 6041.697754
	Iteration 9F: 3 clusters Score -2.577312e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 186188 members 
Entering Unmasked Estep 
Score: -25775968.000000 Penalty: 6041.697754
	Iteration 10Q: 3 clusters Score -2.577597e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 190820 members 
Entering Unmasked Estep 
Score: -25777072.000000 Penalty: 6041.697754
	Iteration 11Q: 3 clusters Score -2.577707e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 193103 members 
Entering Unmasked Estep 
Score: -25777246.000000 Penalty: 6041.697754
	Iteration 12Q: 3 clusters Score -2.577725e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 194007 members 
Entering Unmasked Estep 
Score: -25777490.000000 Penalty: 6041.697754
	Iteration 13Q: 3 clusters Score -2.577749e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 194354 members 
Entering Unmasked Estep 
Score: -25777644.000000 Penalty: 6041.697754
	Iteration 14Q: 3 clusters Score -2.577764e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 194479 members 
Entering Unmasked Estep 
Score: -25777682.000000 Penalty: 6041.697754
	Iteration 15Q: 3 clusters Score -2.577768e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 194544 members 
Entering Unmasked Estep 
Score: -25777718.000000 Penalty: 6041.697754
	Iteration 16Q: 3 clusters Score -2.577772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 194576 members 
Entering Unmasked Estep 
Score: -25777720.000000 Penalty: 6041.697754
	Iteration 17Q: 3 clusters Score -2.577772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 194598 members 
Entering Unmasked Estep 
Score: -25777756.000000 Penalty: 6041.697754
	Iteration 18Q: 3 clusters Score -2.577776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 194613 members 
Entering Unmasked Estep 
Score: -25777772.000000 Penalty: 6041.697754
	Iteration 19Q: 3 clusters Score -2.577777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 194625 members 
Entering Unmasked Estep 
Score: -25777770.000000 Penalty: 6041.697754
	Iteration 20F: 3 clusters Score -2.577777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 194638 members 
Entering Unmasked Estep 
Score: -25777768.000000 Penalty: 6041.697754
	Iteration 21Q: 3 clusters Score -2.577777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 194647 members 
Entering Unmasked Estep 
Score: -25777790.000000 Penalty: 6041.697754
	Iteration 22Q: 3 clusters Score -2.577779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 194652 members 
Entering Unmasked Estep 
Score: -25777796.000000 Penalty: 6041.697754
	Iteration 23Q: 3 clusters Score -2.57778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 194655 members 
Entering Unmasked Estep 
Score: -25777794.000000 Penalty: 6041.697754
	Iteration 24Q: 3 clusters Score -2.577779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 194657 members 
Entering Unmasked Estep 
Score: -25777804.000000 Penalty: 6041.697754
	Iteration 25Q: 3 clusters Score -2.57778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 194659 members 
Entering Unmasked Estep 
Score: -25777802.000000 Penalty: 6041.697754
	Iteration 26Q: 3 clusters Score -2.57778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 194659 members 
Entering Unmasked Estep 
Score: -25777796.000000 Penalty: 6041.697754
	Iteration 27Q: 3 clusters Score -2.57778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 194660 members 
Entering Unmasked Estep 
Score: -25777808.000000 Penalty: 6041.697754
	Iteration 28Q: 3 clusters Score -2.577781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 194662 members 
Entering Unmasked Estep 
Score: -25777814.000000 Penalty: 6041.697754
	Iteration 29Q: 3 clusters Score -2.577781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 194665 members 
Entering Unmasked Estep 
Score: -25777834.000000 Penalty: 6041.697754
	Iteration 30Q: 3 clusters Score -2.577783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 194670 members 
Entering Unmasked Estep 
Score: -25777822.000000 Penalty: 6041.697754
	Iteration 31Q: 3 clusters Score -2.577782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 194672 members 
Entering Unmasked Estep 
Score: -25777844.000000 Penalty: 6041.697754
	Iteration 32Q: 3 clusters Score -2.577784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 194672 members 
Entering Unmasked Estep 
Score: -25777836.000000 Penalty: 6041.697754
	Iteration 33Q: 3 clusters Score -2.577784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 194671 members 
Entering Unmasked Estep 
Score: -25777848.000000 Penalty: 6041.697754
	Iteration 34Q: 3 clusters Score -2.577785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 194670 members 
Entering Unmasked Estep 
Score: -25777848.000000 Penalty: 6041.697754
	Iteration 35Q: 3 clusters Score -2.577785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 194670 members 
Entering Unmasked Estep 
Score: -25777848.000000 Penalty: 6041.697754
	Iteration 36F: 3 clusters Score -2.577785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Entering Unmasked Estep 
Score: -5954162.000000 Penalty: 2655.561035
	Iteration 0F: 2 clusters Score -5954162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5923793.500000 Penalty: 5311.122070
	Iteration 0F: 3 clusters Score -5923794 nChanged 20606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -5935255.500000 Penalty: 5311.122070
	Iteration 1F: 3 clusters Score -5935256 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -5935951.000000 Penalty: 5311.122070
	Iteration 2Q: 3 clusters Score -5935951 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -5936725.000000 Penalty: 5311.122070
	Iteration 3Q: 3 clusters Score -5936725 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5937636.500000 Penalty: 5311.122070
	Iteration 4Q: 3 clusters Score -5937636 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -5938936.000000 Penalty: 5311.122070
	Iteration 5F: 3 clusters Score -5938936 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -5940574.500000 Penalty: 5311.122070
	Iteration 6F: 3 clusters Score -5940574 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -5942618.500000 Penalty: 5311.122070
	Iteration 7F: 3 clusters Score -5942618 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -5944770.000000 Penalty: 5311.122070
	Iteration 8F: 3 clusters Score -5944770 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5946848.000000 Penalty: 5311.122070
	Iteration 9F: 3 clusters Score -5946848 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5948482.000000 Penalty: 5311.122070
	Iteration 10Q: 3 clusters Score -5948482 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -5949617.000000 Penalty: 5311.122070
	Iteration 11Q: 3 clusters Score -5949617 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -5950211.000000 Penalty: 5311.122070
	Iteration 12Q: 3 clusters Score -5950211 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -5950508.000000 Penalty: 5311.122070
	Iteration 13Q: 3 clusters Score -5950508 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5950701.000000 Penalty: 5311.122070
	Iteration 14Q: 3 clusters Score -5950701 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -5950849.000000 Penalty: 5311.122070
	Iteration 15Q: 3 clusters Score -5950849 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5950969.000000 Penalty: 5311.122070
	Iteration 16Q: 3 clusters Score -5950969 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5951032.500000 Penalty: 5311.122070
	Iteration 17Q: 3 clusters Score -5951032 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -5951078.000000 Penalty: 5311.122070
	Iteration 18Q: 3 clusters Score -5951078 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5951157.000000 Penalty: 5311.122070
	Iteration 19Q: 3 clusters Score -5951157 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5951177.500000 Penalty: 5311.122070
	Iteration 20F: 3 clusters Score -5951178 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -5951222.000000 Penalty: 5311.122070
	Iteration 21Q: 3 clusters Score -5951222 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5951277.000000 Penalty: 5311.122070
	Iteration 22Q: 3 clusters Score -5951277 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -5951328.500000 Penalty: 5311.122070
	Iteration 23Q: 3 clusters Score -5951328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -5951365.000000 Penalty: 5311.122070
	Iteration 24Q: 3 clusters Score -5951365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -5951405.500000 Penalty: 5311.122070
	Iteration 25Q: 3 clusters Score -5951406 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5951432.500000 Penalty: 5311.122070
	Iteration 26Q: 3 clusters Score -5951432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5951459.500000 Penalty: 5311.122070
	Iteration 27Q: 3 clusters Score -5951460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -5951480.000000 Penalty: 5311.122070
	Iteration 28Q: 3 clusters Score -5951480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5951495.000000 Penalty: 5311.122070
	Iteration 29Q: 3 clusters Score -5951495 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5951523.500000 Penalty: 5311.122070
	Iteration 30Q: 3 clusters Score -5951524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -5951531.500000 Penalty: 5311.122070
	Iteration 31Q: 3 clusters Score -5951532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -5951554.500000 Penalty: 5311.122070
	Iteration 32Q: 3 clusters Score -5951554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -5951559.500000 Penalty: 5311.122070
	Iteration 33Q: 3 clusters Score -5951560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5951574.500000 Penalty: 5311.122070
	Iteration 34Q: 3 clusters Score -5951574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5951578.500000 Penalty: 5311.122070
	Iteration 35Q: 3 clusters Score -5951578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -5951578.000000 Penalty: 5311.122070
	Iteration 36Q: 3 clusters Score -5951578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5951591.000000 Penalty: 5311.122070
	Iteration 37Q: 3 clusters Score -5951591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -5951597.000000 Penalty: 5311.122070
	Iteration 38Q: 3 clusters Score -5951597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -5951592.000000 Penalty: 5311.122070
	Iteration 39Q: 3 clusters Score -5951592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -5951595.000000 Penalty: 5311.122070
	Iteration 40F: 3 clusters Score -5951595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -5951604.500000 Penalty: 5311.122070
	Iteration 41Q: 3 clusters Score -5951604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5951610.000000 Penalty: 5311.122070
	Iteration 42Q: 3 clusters Score -5951610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5951624.500000 Penalty: 5311.122070
	Iteration 43Q: 3 clusters Score -5951624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5951623.000000 Penalty: 5311.122070
	Iteration 44Q: 3 clusters Score -5951623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5951648.000000 Penalty: 5311.122070
	Iteration 45Q: 3 clusters Score -5951648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5951649.000000 Penalty: 5311.122070
	Iteration 46Q: 3 clusters Score -5951649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -5951636.000000 Penalty: 5311.122070
	Iteration 47Q: 3 clusters Score -5951636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5951640.500000 Penalty: 5311.122070
	Iteration 48Q: 3 clusters Score -5951640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -5951643.500000 Penalty: 5311.122070
	Iteration 49Q: 3 clusters Score -5951644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -5951644.000000 Penalty: 5311.122070
	Iteration 50Q: 3 clusters Score -5951644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -5951654.000000 Penalty: 5311.122070
	Iteration 51Q: 3 clusters Score -5951654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -5951652.000000 Penalty: 5311.122070
	Iteration 52Q: 3 clusters Score -5951652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5951665.000000 Penalty: 5311.122070
	Iteration 53Q: 3 clusters Score -5951665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5951678.000000 Penalty: 5311.122070
	Iteration 54Q: 3 clusters Score -5951678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5951694.000000 Penalty: 5311.122070
	Iteration 55Q: 3 clusters Score -5951694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5951712.500000 Penalty: 5311.122070
	Iteration 56Q: 3 clusters Score -5951712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5951716.500000 Penalty: 5311.122070
	Iteration 57Q: 3 clusters Score -5951716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5951714.000000 Penalty: 5311.122070
	Iteration 58Q: 3 clusters Score -5951714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -5951713.500000 Penalty: 5311.122070
	Iteration 59Q: 3 clusters Score -5951714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5951739.000000 Penalty: 5311.122070
	Iteration 60F: 3 clusters Score -5951739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -5951747.500000 Penalty: 5311.122070
	Iteration 61Q: 3 clusters Score -5951748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -5951738.500000 Penalty: 5311.122070
	Iteration 62Q: 3 clusters Score -5951738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -5951745.000000 Penalty: 5311.122070
	Iteration 63Q: 3 clusters Score -5951745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -5951748.000000 Penalty: 5311.122070
	Iteration 64Q: 3 clusters Score -5951748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5951757.000000 Penalty: 5311.122070
	Iteration 65Q: 3 clusters Score -5951757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -5951763.000000 Penalty: 5311.122070
	Iteration 66Q: 3 clusters Score -5951763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5951772.000000 Penalty: 5311.122070
	Iteration 67Q: 3 clusters Score -5951772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -5951775.000000 Penalty: 5311.122070
	Iteration 68Q: 3 clusters Score -5951775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -5951770.500000 Penalty: 5311.122070
	Iteration 69Q: 3 clusters Score -5951770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -5951776.000000 Penalty: 5311.122070
	Iteration 70Q: 3 clusters Score -5951776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -5951795.500000 Penalty: 5311.122070
	Iteration 71Q: 3 clusters Score -5951796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -5951794.000000 Penalty: 5311.122070
	Iteration 72Q: 3 clusters Score -5951794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5951802.000000 Penalty: 5311.122070
	Iteration 73Q: 3 clusters Score -5951802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -5951808.500000 Penalty: 5311.122070
	Iteration 74Q: 3 clusters Score -5951808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5951804.500000 Penalty: 5311.122070
	Iteration 75Q: 3 clusters Score -5951804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -5951822.500000 Penalty: 5311.122070
	Iteration 76Q: 3 clusters Score -5951822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5951818.000000 Penalty: 5311.122070
	Iteration 77Q: 3 clusters Score -5951818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -5951820.500000 Penalty: 5311.122070
	Iteration 78Q: 3 clusters Score -5951820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -5951819.000000 Penalty: 5311.122070
	Iteration 79Q: 3 clusters Score -5951819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -5951820.500000 Penalty: 5311.122070
	Iteration 80F: 3 clusters Score -5951820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5951817.000000 Penalty: 5311.122070
	Iteration 81Q: 3 clusters Score -5951817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -5951819.500000 Penalty: 5311.122070
	Iteration 82Q: 3 clusters Score -5951820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -5951816.000000 Penalty: 5311.122070
	Iteration 83Q: 3 clusters Score -5951816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5951824.500000 Penalty: 5311.122070
	Iteration 84Q: 3 clusters Score -5951824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -5951826.000000 Penalty: 5311.122070
	Iteration 85Q: 3 clusters Score -5951826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -5951824.500000 Penalty: 5311.122070
	Iteration 86Q: 3 clusters Score -5951824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -5951832.000000 Penalty: 5311.122070
	Iteration 87Q: 3 clusters Score -5951832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -5951842.500000 Penalty: 5311.122070
	Iteration 88Q: 3 clusters Score -5951842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -5951845.000000 Penalty: 5311.122070
	Iteration 89Q: 3 clusters Score -5951845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -5951840.500000 Penalty: 5311.122070
	Iteration 90Q: 3 clusters Score -5951840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5951843.500000 Penalty: 5311.122070
	Iteration 91Q: 3 clusters Score -5951844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5951839.000000 Penalty: 5311.122070
	Iteration 92Q: 3 clusters Score -5951839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5951845.000000 Penalty: 5311.122070
	Iteration 93Q: 3 clusters Score -5951845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5951848.500000 Penalty: 5311.122070
	Iteration 94Q: 3 clusters Score -5951848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5951853.000000 Penalty: 5311.122070
	Iteration 95Q: 3 clusters Score -5951853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -5951855.000000 Penalty: 5311.122070
	Iteration 96Q: 3 clusters Score -5951855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5951860.000000 Penalty: 5311.122070
	Iteration 97Q: 3 clusters Score -5951860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -5951853.000000 Penalty: 5311.122070
	Iteration 98Q: 3 clusters Score -5951853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5951856.500000 Penalty: 5311.122070
	Iteration 99Q: 3 clusters Score -5951856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -5951853.500000 Penalty: 5311.122070
	Iteration 100F: 3 clusters Score -5951854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -5951853.500000 Penalty: 5311.122070
	Iteration 101Q: 3 clusters Score -5951854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5951850.500000 Penalty: 5311.122070
	Iteration 102Q: 3 clusters Score -5951850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -5951857.500000 Penalty: 5311.122070
	Iteration 103Q: 3 clusters Score -5951858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5951850.000000 Penalty: 5311.122070
	Iteration 104Q: 3 clusters Score -5951850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -5951850.000000 Penalty: 5311.122070
	Iteration 105Q: 3 clusters Score -5951850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -5951850.000000 Penalty: 5311.122070
	Iteration 106F: 3 clusters Score -5951850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -176627.078125 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -176627.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -174444.593750 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -174444.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -174921.390625 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -174921.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -175172.078125 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -175172.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -175363.234375 Penalty: 3589.224365
	Iteration 3F: 3 clusters Score -175363.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -175577.781250 Penalty: 3589.224365
	Iteration 4F: 3 clusters Score -175577.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -175887.796875 Penalty: 3589.224365
	Iteration 5F: 3 clusters Score -175887.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -176168.281250 Penalty: 3589.224365
	Iteration 6F: 3 clusters Score -176168.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -176450.250000 Penalty: 3589.224365
	Iteration 7F: 3 clusters Score -176450.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176619.250000 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -176619.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -176777.296875 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -176777.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176798.609375 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -176798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176800.984375 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -176801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176802.656250 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -176802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176802.656250 Penalty: 3589.224365
	Iteration 13F: 3 clusters Score -176802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12954 members 
Mstep: Class 3 contains 21210 members 
Mstep: Class 4 contains 195017 members 
Mstep: Class 5 contains 44708 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69027 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41037 members 
Mstep: Class 14 contains 38112 members 
Mstep: Class 15 contains 49794 members 
Mstep: Class 16 contains 184077 members 
Mstep: Class 17 contains 25855 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 45488 members 
Mstep: Class 21 contains 50724 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200455 members 
Mstep: Class 27 contains 703 members 
Entering Unmasked Estep 
Score: -133235352.000000 Penalty: 92692.289062
Splitting cluster 6 changes total score from -133236960.000000 to -133235352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -26972.798828 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -26972.8 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 140 members 
Entering Unmasked Estep 
Score: -25877.083984 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -25877.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26123.291016 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -26123.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26223.244141 Penalty: 2780.477783
	Iteration 2F: 3 clusters Score -26223.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26326.054688 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -26326.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26406.472656 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -26406.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26435.931641 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -26435.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26446.988281 Penalty: 2780.477783
	Iteration 6Q: 3 clusters Score -26446.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26459.945312 Penalty: 2780.477783
	Iteration 7Q: 3 clusters Score -26459.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26467.757812 Penalty: 2780.477783
	Iteration 8Q: 3 clusters Score -26467.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26475.312500 Penalty: 2780.477783
	Iteration 9Q: 3 clusters Score -26475.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26477.984375 Penalty: 2780.477783
	Iteration 10Q: 3 clusters Score -26477.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26477.984375 Penalty: 2780.477783
	Iteration 11F: 3 clusters Score -26477.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -185711.312500 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -185711.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -183449.562500 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -183449.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -183845.515625 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -183845.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -183975.718750 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -183975.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -184071.734375 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -184071.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -184128.687500 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -184128.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -184149.578125 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -184149.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184163.671875 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -184163.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184182.781250 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -184182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184199.484375 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -184199.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -184210.406250 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -184210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -184215.000000 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -184215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -184220.562500 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -184220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -184225.312500 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -184225.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -184240.953125 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -184241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -184251.296875 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -184251.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -184270.125000 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -184270.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -184280.750000 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -184280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -184289.625000 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -184289.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -184301.531250 Penalty: 3607.454102
	Iteration 18Q: 3 clusters Score -184301.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -184318.625000 Penalty: 3607.454102
	Iteration 19Q: 3 clusters Score -184318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -184327.921875 Penalty: 3607.454102
	Iteration 20F: 3 clusters Score -184327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -184333.984375 Penalty: 3607.454102
	Iteration 21Q: 3 clusters Score -184334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -184343.750000 Penalty: 3607.454102
	Iteration 22Q: 3 clusters Score -184343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -184349.312500 Penalty: 3607.454102
	Iteration 23Q: 3 clusters Score -184349.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184354.718750 Penalty: 3607.454102
	Iteration 24Q: 3 clusters Score -184354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -184362.359375 Penalty: 3607.454102
	Iteration 25Q: 3 clusters Score -184362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184366.750000 Penalty: 3607.454102
	Iteration 26Q: 3 clusters Score -184366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184375.250000 Penalty: 3607.454102
	Iteration 27Q: 3 clusters Score -184375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -184379.062500 Penalty: 3607.454102
	Iteration 28Q: 3 clusters Score -184379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -184383.859375 Penalty: 3607.454102
	Iteration 29Q: 3 clusters Score -184383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184389.468750 Penalty: 3607.454102
	Iteration 30Q: 3 clusters Score -184389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -184394.953125 Penalty: 3607.454102
	Iteration 31Q: 3 clusters Score -184395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184402.984375 Penalty: 3607.454102
	Iteration 32Q: 3 clusters Score -184403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -184414.953125 Penalty: 3607.454102
	Iteration 33Q: 3 clusters Score -184415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -184427.734375 Penalty: 3607.454102
	Iteration 34Q: 3 clusters Score -184427.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184445.062500 Penalty: 3607.454102
	Iteration 35Q: 3 clusters Score -184445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -184458.921875 Penalty: 3607.454102
	Iteration 36Q: 3 clusters Score -184458.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -184471.062500 Penalty: 3607.454102
	Iteration 37Q: 3 clusters Score -184471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -184483.109375 Penalty: 3607.454102
	Iteration 38Q: 3 clusters Score -184483.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -184492.921875 Penalty: 3607.454102
	Iteration 39Q: 3 clusters Score -184492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -184498.281250 Penalty: 3607.454102
	Iteration 40F: 3 clusters Score -184498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -184506.984375 Penalty: 3607.454102
	Iteration 41Q: 3 clusters Score -184507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -184513.078125 Penalty: 3607.454102
	Iteration 42Q: 3 clusters Score -184513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -184520.703125 Penalty: 3607.454102
	Iteration 43Q: 3 clusters Score -184520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -184523.062500 Penalty: 3607.454102
	Iteration 44Q: 3 clusters Score -184523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -184525.687500 Penalty: 3607.454102
	Iteration 45Q: 3 clusters Score -184525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -184529.312500 Penalty: 3607.454102
	Iteration 46Q: 3 clusters Score -184529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -184533.421875 Penalty: 3607.454102
	Iteration 47Q: 3 clusters Score -184533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -184536.953125 Penalty: 3607.454102
	Iteration 48Q: 3 clusters Score -184537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184538.359375 Penalty: 3607.454102
	Iteration 49Q: 3 clusters Score -184538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184539.656250 Penalty: 3607.454102
	Iteration 50Q: 3 clusters Score -184539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -184541.171875 Penalty: 3607.454102
	Iteration 51Q: 3 clusters Score -184541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184542.796875 Penalty: 3607.454102
	Iteration 52Q: 3 clusters Score -184542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184542.796875 Penalty: 3607.454102
	Iteration 53F: 3 clusters Score -184542.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Entering Unmasked Estep 
Score: -9241924.000000 Penalty: 2763.278809
	Iteration 0F: 2 clusters Score -9241924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -9195629.000000 Penalty: 5526.557617
	Iteration 0F: 3 clusters Score -9195629 nChanged 32289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -9213710.000000 Penalty: 5526.557617
	Iteration 1F: 3 clusters Score -9213710 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -9214255.000000 Penalty: 5526.557617
	Iteration 2Q: 3 clusters Score -9214255 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -9214890.000000 Penalty: 5526.557617
	Iteration 3Q: 3 clusters Score -9214890 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -9215598.000000 Penalty: 5526.557617
	Iteration 4Q: 3 clusters Score -9215598 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -9216420.000000 Penalty: 5526.557617
	Iteration 5Q: 3 clusters Score -9216420 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -9217353.000000 Penalty: 5526.557617
	Iteration 6Q: 3 clusters Score -9217353 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -9218642.000000 Penalty: 5526.557617
	Iteration 7Q: 3 clusters Score -9218642 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -9220432.000000 Penalty: 5526.557617
	Iteration 8Q: 3 clusters Score -9220432 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -9223013.000000 Penalty: 5526.557617
	Iteration 9F: 3 clusters Score -9223013 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -9225951.000000 Penalty: 5526.557617
	Iteration 10F: 3 clusters Score -9225951 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -9228524.000000 Penalty: 5526.557617
	Iteration 11F: 3 clusters Score -9228524 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -9229976.000000 Penalty: 5526.557617
	Iteration 12Q: 3 clusters Score -9229976 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -9230660.000000 Penalty: 5526.557617
	Iteration 13Q: 3 clusters Score -9230660 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -9231051.000000 Penalty: 5526.557617
	Iteration 14Q: 3 clusters Score -9231051 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -9231441.000000 Penalty: 5526.557617
	Iteration 15Q: 3 clusters Score -9231441 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -9231831.000000 Penalty: 5526.557617
	Iteration 16Q: 3 clusters Score -9231831 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -9232160.000000 Penalty: 5526.557617
	Iteration 17Q: 3 clusters Score -9232160 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -9232483.000000 Penalty: 5526.557617
	Iteration 18Q: 3 clusters Score -9232483 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -9232811.000000 Penalty: 5526.557617
	Iteration 19Q: 3 clusters Score -9232811 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -9233114.000000 Penalty: 5526.557617
	Iteration 20F: 3 clusters Score -9233114 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -9233475.000000 Penalty: 5526.557617
	Iteration 21Q: 3 clusters Score -9233475 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -9233796.000000 Penalty: 5526.557617
	Iteration 22Q: 3 clusters Score -9233796 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -9234150.000000 Penalty: 5526.557617
	Iteration 23Q: 3 clusters Score -9234150 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -9234496.000000 Penalty: 5526.557617
	Iteration 24Q: 3 clusters Score -9234496 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -9234921.000000 Penalty: 5526.557617
	Iteration 25Q: 3 clusters Score -9234921 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -9235304.000000 Penalty: 5526.557617
	Iteration 26Q: 3 clusters Score -9235304 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -9235664.000000 Penalty: 5526.557617
	Iteration 27Q: 3 clusters Score -9235664 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -9236004.000000 Penalty: 5526.557617
	Iteration 28Q: 3 clusters Score -9236004 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -9236309.000000 Penalty: 5526.557617
	Iteration 29Q: 3 clusters Score -9236309 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -9236607.000000 Penalty: 5526.557617
	Iteration 30Q: 3 clusters Score -9236607 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -9236903.000000 Penalty: 5526.557617
	Iteration 31Q: 3 clusters Score -9236903 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -9237179.000000 Penalty: 5526.557617
	Iteration 32Q: 3 clusters Score -9237179 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -9237424.000000 Penalty: 5526.557617
	Iteration 33Q: 3 clusters Score -9237424 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -9237676.000000 Penalty: 5526.557617
	Iteration 34Q: 3 clusters Score -9237676 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -9237875.000000 Penalty: 5526.557617
	Iteration 35Q: 3 clusters Score -9237875 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -9238067.000000 Penalty: 5526.557617
	Iteration 36Q: 3 clusters Score -9238067 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -9238239.000000 Penalty: 5526.557617
	Iteration 37Q: 3 clusters Score -9238239 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -9238407.000000 Penalty: 5526.557617
	Iteration 38Q: 3 clusters Score -9238407 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -9238517.000000 Penalty: 5526.557617
	Iteration 39Q: 3 clusters Score -9238517 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -9238605.000000 Penalty: 5526.557617
	Iteration 40F: 3 clusters Score -9238605 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -9238709.000000 Penalty: 5526.557617
	Iteration 41Q: 3 clusters Score -9238709 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -9238797.000000 Penalty: 5526.557617
	Iteration 42Q: 3 clusters Score -9238797 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -9238865.000000 Penalty: 5526.557617
	Iteration 43Q: 3 clusters Score -9238865 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -9238967.000000 Penalty: 5526.557617
	Iteration 44Q: 3 clusters Score -9238967 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -9239022.000000 Penalty: 5526.557617
	Iteration 45Q: 3 clusters Score -9239022 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -9239077.000000 Penalty: 5526.557617
	Iteration 46Q: 3 clusters Score -9239077 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -9239111.000000 Penalty: 5526.557617
	Iteration 47Q: 3 clusters Score -9239111 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -9239137.000000 Penalty: 5526.557617
	Iteration 48Q: 3 clusters Score -9239137 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -9239186.000000 Penalty: 5526.557617
	Iteration 49Q: 3 clusters Score -9239186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -9239249.000000 Penalty: 5526.557617
	Iteration 50Q: 3 clusters Score -9239249 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -9239292.000000 Penalty: 5526.557617
	Iteration 51Q: 3 clusters Score -9239292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -9239316.000000 Penalty: 5526.557617
	Iteration 52Q: 3 clusters Score -9239316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -9239329.000000 Penalty: 5526.557617
	Iteration 53Q: 3 clusters Score -9239329 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -9239345.000000 Penalty: 5526.557617
	Iteration 54Q: 3 clusters Score -9239345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -9239364.000000 Penalty: 5526.557617
	Iteration 55Q: 3 clusters Score -9239364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -9239392.000000 Penalty: 5526.557617
	Iteration 56Q: 3 clusters Score -9239392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -9239411.000000 Penalty: 5526.557617
	Iteration 57Q: 3 clusters Score -9239411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -9239431.000000 Penalty: 5526.557617
	Iteration 58Q: 3 clusters Score -9239431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -9239452.000000 Penalty: 5526.557617
	Iteration 59Q: 3 clusters Score -9239452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -9239465.000000 Penalty: 5526.557617
	Iteration 60F: 3 clusters Score -9239465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -9239475.000000 Penalty: 5526.557617
	Iteration 61Q: 3 clusters Score -9239475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -9239490.000000 Penalty: 5526.557617
	Iteration 62Q: 3 clusters Score -9239490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -9239496.000000 Penalty: 5526.557617
	Iteration 63Q: 3 clusters Score -9239496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 67790 members 
Entering Unmasked Estep 
Score: -9239502.000000 Penalty: 5526.557617
	Iteration 64Q: 3 clusters Score -9239502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -9239494.000000 Penalty: 5526.557617
	Iteration 65Q: 3 clusters Score -9239494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -9239495.000000 Penalty: 5526.557617
	Iteration 66Q: 3 clusters Score -9239495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -9239502.000000 Penalty: 5526.557617
	Iteration 67Q: 3 clusters Score -9239502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -9239487.000000 Penalty: 5526.557617
	Iteration 68Q: 3 clusters Score -9239487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -9239513.000000 Penalty: 5526.557617
	Iteration 69Q: 3 clusters Score -9239513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -9239535.000000 Penalty: 5526.557617
	Iteration 70Q: 3 clusters Score -9239535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -9239527.000000 Penalty: 5526.557617
	Iteration 71Q: 3 clusters Score -9239527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -9239525.000000 Penalty: 5526.557617
	Iteration 72Q: 3 clusters Score -9239525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -9239541.000000 Penalty: 5526.557617
	Iteration 73Q: 3 clusters Score -9239541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -9239532.000000 Penalty: 5526.557617
	Iteration 74Q: 3 clusters Score -9239532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -9239556.000000 Penalty: 5526.557617
	Iteration 75Q: 3 clusters Score -9239556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -9239570.000000 Penalty: 5526.557617
	Iteration 76Q: 3 clusters Score -9239570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -9239565.000000 Penalty: 5526.557617
	Iteration 77Q: 3 clusters Score -9239565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -9239552.000000 Penalty: 5526.557617
	Iteration 78Q: 3 clusters Score -9239552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -9239555.000000 Penalty: 5526.557617
	Iteration 79Q: 3 clusters Score -9239555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -9239566.000000 Penalty: 5526.557617
	Iteration 80F: 3 clusters Score -9239566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -9239565.000000 Penalty: 5526.557617
	Iteration 81Q: 3 clusters Score -9239565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -9239556.000000 Penalty: 5526.557617
	Iteration 82Q: 3 clusters Score -9239556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -9239554.000000 Penalty: 5526.557617
	Iteration 83Q: 3 clusters Score -9239554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -9239555.000000 Penalty: 5526.557617
	Iteration 84Q: 3 clusters Score -9239555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -9239555.000000 Penalty: 5526.557617
	Iteration 85Q: 3 clusters Score -9239555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 68058 members 
Entering Unmasked Estep 
Score: -9239559.000000 Penalty: 5526.557617
	Iteration 86Q: 3 clusters Score -9239559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -9239571.000000 Penalty: 5526.557617
	Iteration 87Q: 3 clusters Score -9239571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -9239569.000000 Penalty: 5526.557617
	Iteration 88Q: 3 clusters Score -9239569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -9239579.000000 Penalty: 5526.557617
	Iteration 89Q: 3 clusters Score -9239579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -9239574.000000 Penalty: 5526.557617
	Iteration 90Q: 3 clusters Score -9239574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9239580.000000 Penalty: 5526.557617
	Iteration 91Q: 3 clusters Score -9239580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -9239596.000000 Penalty: 5526.557617
	Iteration 92Q: 3 clusters Score -9239596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -9239599.000000 Penalty: 5526.557617
	Iteration 93Q: 3 clusters Score -9239599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -9239603.000000 Penalty: 5526.557617
	Iteration 94Q: 3 clusters Score -9239603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -9239607.000000 Penalty: 5526.557617
	Iteration 95Q: 3 clusters Score -9239607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -9239611.000000 Penalty: 5526.557617
	Iteration 96Q: 3 clusters Score -9239611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -9239617.000000 Penalty: 5526.557617
	Iteration 97Q: 3 clusters Score -9239617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -9239614.000000 Penalty: 5526.557617
	Iteration 98Q: 3 clusters Score -9239614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -9239613.000000 Penalty: 5526.557617
	Iteration 99Q: 3 clusters Score -9239613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -9239615.000000 Penalty: 5526.557617
	Iteration 100F: 3 clusters Score -9239615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -9239611.000000 Penalty: 5526.557617
	Iteration 101Q: 3 clusters Score -9239611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -9239613.000000 Penalty: 5526.557617
	Iteration 102Q: 3 clusters Score -9239613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -9239613.000000 Penalty: 5526.557617
	Iteration 103F: 3 clusters Score -9239613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -66353.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -66353.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64769.433594 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -64769.43 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65329.523438 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65329.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65707.656250 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -65707.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65937.812500 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -65937.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66066.875000 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -66066.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66135.664062 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66135.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66157.250000 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66157.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66161.656250 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66161.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66180.515625 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66180.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66202.578125 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66202.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66217.625000 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66217.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66219.820312 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66219.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66222.875000 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66222.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66222.875000 Penalty: 3197.076904
	Iteration 13F: 3 clusters Score -66222.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Entering Unmasked Estep 
Score: -2440053.250000 Penalty: 2431.336914
	Iteration 0F: 2 clusters Score -2440053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2427272.250000 Penalty: 4862.673828
	Iteration 0F: 3 clusters Score -2427272 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2431506.250000 Penalty: 4862.673828
	Iteration 1F: 3 clusters Score -2431506 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2431983.250000 Penalty: 4862.673828
	Iteration 2F: 3 clusters Score -2431983 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2432402.250000 Penalty: 4862.673828
	Iteration 3Q: 3 clusters Score -2432402 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2432822.750000 Penalty: 4862.673828
	Iteration 4Q: 3 clusters Score -2432823 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2433202.000000 Penalty: 4862.673828
	Iteration 5Q: 3 clusters Score -2433202 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2433581.750000 Penalty: 4862.673828
	Iteration 6Q: 3 clusters Score -2433582 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2433990.750000 Penalty: 4862.673828
	Iteration 7Q: 3 clusters Score -2433991 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2434437.000000 Penalty: 4862.673828
	Iteration 8Q: 3 clusters Score -2434437 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2434909.500000 Penalty: 4862.673828
	Iteration 9Q: 3 clusters Score -2434910 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2435374.000000 Penalty: 4862.673828
	Iteration 10Q: 3 clusters Score -2435374 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2435836.000000 Penalty: 4862.673828
	Iteration 11Q: 3 clusters Score -2435836 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2436221.250000 Penalty: 4862.673828
	Iteration 12Q: 3 clusters Score -2436221 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2436555.000000 Penalty: 4862.673828
	Iteration 13Q: 3 clusters Score -2436555 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2436820.250000 Penalty: 4862.673828
	Iteration 14Q: 3 clusters Score -2436820 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2437027.250000 Penalty: 4862.673828
	Iteration 15Q: 3 clusters Score -2437027 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2437254.000000 Penalty: 4862.673828
	Iteration 16Q: 3 clusters Score -2437254 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2437445.500000 Penalty: 4862.673828
	Iteration 17Q: 3 clusters Score -2437446 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2437641.750000 Penalty: 4862.673828
	Iteration 18Q: 3 clusters Score -2437642 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2437826.750000 Penalty: 4862.673828
	Iteration 19Q: 3 clusters Score -2437827 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2437965.250000 Penalty: 4862.673828
	Iteration 20F: 3 clusters Score -2437965 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2438116.000000 Penalty: 4862.673828
	Iteration 21Q: 3 clusters Score -2438116 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2438263.000000 Penalty: 4862.673828
	Iteration 22Q: 3 clusters Score -2438263 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2438415.750000 Penalty: 4862.673828
	Iteration 23Q: 3 clusters Score -2438416 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2438553.250000 Penalty: 4862.673828
	Iteration 24Q: 3 clusters Score -2438553 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2438645.750000 Penalty: 4862.673828
	Iteration 25Q: 3 clusters Score -2438646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2438720.500000 Penalty: 4862.673828
	Iteration 26Q: 3 clusters Score -2438720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2438773.000000 Penalty: 4862.673828
	Iteration 27Q: 3 clusters Score -2438773 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2438821.750000 Penalty: 4862.673828
	Iteration 28Q: 3 clusters Score -2438822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2438865.750000 Penalty: 4862.673828
	Iteration 29Q: 3 clusters Score -2438866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2438903.750000 Penalty: 4862.673828
	Iteration 30Q: 3 clusters Score -2438904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2438939.250000 Penalty: 4862.673828
	Iteration 31Q: 3 clusters Score -2438939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2438962.250000 Penalty: 4862.673828
	Iteration 32Q: 3 clusters Score -2438962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2438976.750000 Penalty: 4862.673828
	Iteration 33Q: 3 clusters Score -2438977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2438985.500000 Penalty: 4862.673828
	Iteration 34Q: 3 clusters Score -2438986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2438989.750000 Penalty: 4862.673828
	Iteration 35Q: 3 clusters Score -2438990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2438994.750000 Penalty: 4862.673828
	Iteration 36Q: 3 clusters Score -2438995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2438995.750000 Penalty: 4862.673828
	Iteration 37Q: 3 clusters Score -2438996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2439001.250000 Penalty: 4862.673828
	Iteration 38Q: 3 clusters Score -2439001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2439003.000000 Penalty: 4862.673828
	Iteration 39Q: 3 clusters Score -2439003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2439004.500000 Penalty: 4862.673828
	Iteration 40F: 3 clusters Score -2439004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2439006.250000 Penalty: 4862.673828
	Iteration 41Q: 3 clusters Score -2439006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2439006.000000 Penalty: 4862.673828
	Iteration 42Q: 3 clusters Score -2439006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2439007.250000 Penalty: 4862.673828
	Iteration 43Q: 3 clusters Score -2439007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2439011.500000 Penalty: 4862.673828
	Iteration 44Q: 3 clusters Score -2439012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2439008.250000 Penalty: 4862.673828
	Iteration 45Q: 3 clusters Score -2439008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2439008.500000 Penalty: 4862.673828
	Iteration 46Q: 3 clusters Score -2439008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2439013.500000 Penalty: 4862.673828
	Iteration 47Q: 3 clusters Score -2439014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2439019.250000 Penalty: 4862.673828
	Iteration 48Q: 3 clusters Score -2439019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2439019.750000 Penalty: 4862.673828
	Iteration 49Q: 3 clusters Score -2439020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2439021.250000 Penalty: 4862.673828
	Iteration 50Q: 3 clusters Score -2439021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2439022.500000 Penalty: 4862.673828
	Iteration 51Q: 3 clusters Score -2439022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2439022.500000 Penalty: 4862.673828
	Iteration 52F: 3 clusters Score -2439022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -392344.875000 Penalty: 2019.231689
	Iteration 0F: 2 clusters Score -392344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -388867.875000 Penalty: 4038.463379
	Iteration 0F: 3 clusters Score -388867.9 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -389665.812500 Penalty: 4038.463379
	Iteration 1F: 3 clusters Score -389665.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -389874.250000 Penalty: 4038.463379
	Iteration 2F: 3 clusters Score -389874.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -390033.625000 Penalty: 4038.463379
	Iteration 3F: 3 clusters Score -390033.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -390171.750000 Penalty: 4038.463379
	Iteration 4Q: 3 clusters Score -390171.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -390269.093750 Penalty: 4038.463379
	Iteration 5Q: 3 clusters Score -390269.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -390354.218750 Penalty: 4038.463379
	Iteration 6Q: 3 clusters Score -390354.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -390404.812500 Penalty: 4038.463379
	Iteration 7Q: 3 clusters Score -390404.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -390442.468750 Penalty: 4038.463379
	Iteration 8Q: 3 clusters Score -390442.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -390471.500000 Penalty: 4038.463379
	Iteration 9Q: 3 clusters Score -390471.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -390493.218750 Penalty: 4038.463379
	Iteration 10Q: 3 clusters Score -390493.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -390511.062500 Penalty: 4038.463379
	Iteration 11Q: 3 clusters Score -390511.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -390526.312500 Penalty: 4038.463379
	Iteration 12Q: 3 clusters Score -390526.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -390540.843750 Penalty: 4038.463379
	Iteration 13Q: 3 clusters Score -390540.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -390554.500000 Penalty: 4038.463379
	Iteration 14Q: 3 clusters Score -390554.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -390569.781250 Penalty: 4038.463379
	Iteration 15Q: 3 clusters Score -390569.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -390583.843750 Penalty: 4038.463379
	Iteration 16Q: 3 clusters Score -390583.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -390594.687500 Penalty: 4038.463379
	Iteration 17Q: 3 clusters Score -390594.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -390604.406250 Penalty: 4038.463379
	Iteration 18Q: 3 clusters Score -390604.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -390611.437500 Penalty: 4038.463379
	Iteration 19Q: 3 clusters Score -390611.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -390621.687500 Penalty: 4038.463379
	Iteration 20F: 3 clusters Score -390621.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -390630.093750 Penalty: 4038.463379
	Iteration 21Q: 3 clusters Score -390630.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -390636.843750 Penalty: 4038.463379
	Iteration 22Q: 3 clusters Score -390636.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -390642.937500 Penalty: 4038.463379
	Iteration 23Q: 3 clusters Score -390642.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -390647.125000 Penalty: 4038.463379
	Iteration 24Q: 3 clusters Score -390647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -390651.250000 Penalty: 4038.463379
	Iteration 25Q: 3 clusters Score -390651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -390655.062500 Penalty: 4038.463379
	Iteration 26Q: 3 clusters Score -390655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -390657.875000 Penalty: 4038.463379
	Iteration 27Q: 3 clusters Score -390657.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -390661.156250 Penalty: 4038.463379
	Iteration 28Q: 3 clusters Score -390661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -390662.218750 Penalty: 4038.463379
	Iteration 29Q: 3 clusters Score -390662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -390665.031250 Penalty: 4038.463379
	Iteration 30Q: 3 clusters Score -390665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -390666.437500 Penalty: 4038.463379
	Iteration 31Q: 3 clusters Score -390666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -390668.812500 Penalty: 4038.463379
	Iteration 32Q: 3 clusters Score -390668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -390672.187500 Penalty: 4038.463379
	Iteration 33Q: 3 clusters Score -390672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -390674.375000 Penalty: 4038.463379
	Iteration 34Q: 3 clusters Score -390674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -390676.875000 Penalty: 4038.463379
	Iteration 35Q: 3 clusters Score -390676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -390679.406250 Penalty: 4038.463379
	Iteration 36Q: 3 clusters Score -390679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -390680.781250 Penalty: 4038.463379
	Iteration 37Q: 3 clusters Score -390680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -390680.343750 Penalty: 4038.463379
	Iteration 38Q: 3 clusters Score -390680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -390680.593750 Penalty: 4038.463379
	Iteration 39Q: 3 clusters Score -390680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -390680.593750 Penalty: 4038.463379
	Iteration 40F: 3 clusters Score -390680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Entering Unmasked Estep 
Score: -5108239.500000 Penalty: 2634.312988
	Iteration 0F: 2 clusters Score -5108240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5080541.500000 Penalty: 5268.625977
	Iteration 0F: 3 clusters Score -5080542 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5091303.000000 Penalty: 5268.625977
	Iteration 1F: 3 clusters Score -5091303 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5092176.000000 Penalty: 5268.625977
	Iteration 2Q: 3 clusters Score -5092176 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5093413.000000 Penalty: 5268.625977
	Iteration 3F: 3 clusters Score -5093413 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5095119.500000 Penalty: 5268.625977
	Iteration 4F: 3 clusters Score -5095120 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -5096967.500000 Penalty: 5268.625977
	Iteration 5F: 3 clusters Score -5096968 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -5098914.500000 Penalty: 5268.625977
	Iteration 6F: 3 clusters Score -5098914 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5100912.000000 Penalty: 5268.625977
	Iteration 7F: 3 clusters Score -5100912 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -5102848.500000 Penalty: 5268.625977
	Iteration 8F: 3 clusters Score -5102848 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -5104425.000000 Penalty: 5268.625977
	Iteration 9Q: 3 clusters Score -5104425 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -5105715.500000 Penalty: 5268.625977
	Iteration 10Q: 3 clusters Score -5105716 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -5106588.500000 Penalty: 5268.625977
	Iteration 11Q: 3 clusters Score -5106588 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5107129.500000 Penalty: 5268.625977
	Iteration 12Q: 3 clusters Score -5107130 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -5107420.000000 Penalty: 5268.625977
	Iteration 13Q: 3 clusters Score -5107420 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -5107614.500000 Penalty: 5268.625977
	Iteration 14Q: 3 clusters Score -5107614 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -5107783.000000 Penalty: 5268.625977
	Iteration 15Q: 3 clusters Score -5107783 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -5107918.000000 Penalty: 5268.625977
	Iteration 16Q: 3 clusters Score -5107918 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -5108009.500000 Penalty: 5268.625977
	Iteration 17Q: 3 clusters Score -5108010 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -5108063.000000 Penalty: 5268.625977
	Iteration 18Q: 3 clusters Score -5108063 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -5108107.000000 Penalty: 5268.625977
	Iteration 19Q: 3 clusters Score -5108107 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -5108165.500000 Penalty: 5268.625977
	Iteration 20F: 3 clusters Score -5108166 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -5108197.000000 Penalty: 5268.625977
	Iteration 21Q: 3 clusters Score -5108197 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -5108231.500000 Penalty: 5268.625977
	Iteration 22Q: 3 clusters Score -5108232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -5108261.500000 Penalty: 5268.625977
	Iteration 23Q: 3 clusters Score -5108262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -5108261.000000 Penalty: 5268.625977
	Iteration 24Q: 3 clusters Score -5108261 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -5108315.000000 Penalty: 5268.625977
	Iteration 25Q: 3 clusters Score -5108315 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -5108320.500000 Penalty: 5268.625977
	Iteration 26Q: 3 clusters Score -5108320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5108325.500000 Penalty: 5268.625977
	Iteration 27Q: 3 clusters Score -5108326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5108345.500000 Penalty: 5268.625977
	Iteration 28Q: 3 clusters Score -5108346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -5108359.500000 Penalty: 5268.625977
	Iteration 29Q: 3 clusters Score -5108360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -5108373.000000 Penalty: 5268.625977
	Iteration 30Q: 3 clusters Score -5108373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -5108375.000000 Penalty: 5268.625977
	Iteration 31Q: 3 clusters Score -5108375 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -5108395.500000 Penalty: 5268.625977
	Iteration 32Q: 3 clusters Score -5108396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -5108390.000000 Penalty: 5268.625977
	Iteration 33Q: 3 clusters Score -5108390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -5108392.000000 Penalty: 5268.625977
	Iteration 34Q: 3 clusters Score -5108392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -5108385.000000 Penalty: 5268.625977
	Iteration 35Q: 3 clusters Score -5108385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -5108388.000000 Penalty: 5268.625977
	Iteration 36Q: 3 clusters Score -5108388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5108391.000000 Penalty: 5268.625977
	Iteration 37Q: 3 clusters Score -5108391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -5108391.000000 Penalty: 5268.625977
	Iteration 38Q: 3 clusters Score -5108391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -5108392.500000 Penalty: 5268.625977
	Iteration 39Q: 3 clusters Score -5108392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -5108392.500000 Penalty: 5268.625977
	Iteration 40F: 3 clusters Score -5108392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -5108392.500000 Penalty: 5268.625977
	Iteration 41Q: 3 clusters Score -5108392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -5108393.000000 Penalty: 5268.625977
	Iteration 42Q: 3 clusters Score -5108393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -5108399.500000 Penalty: 5268.625977
	Iteration 43Q: 3 clusters Score -5108400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -5108391.500000 Penalty: 5268.625977
	Iteration 44Q: 3 clusters Score -5108392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -5108400.000000 Penalty: 5268.625977
	Iteration 45Q: 3 clusters Score -5108400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -5108401.000000 Penalty: 5268.625977
	Iteration 46Q: 3 clusters Score -5108401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -5108401.000000 Penalty: 5268.625977
	Iteration 47Q: 3 clusters Score -5108401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -5108401.000000 Penalty: 5268.625977
	Iteration 48Q: 3 clusters Score -5108401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -5108399.500000 Penalty: 5268.625977
	Iteration 49Q: 3 clusters Score -5108400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5108402.500000 Penalty: 5268.625977
	Iteration 50Q: 3 clusters Score -5108402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -5108402.500000 Penalty: 5268.625977
	Iteration 51Q: 3 clusters Score -5108402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -5108397.500000 Penalty: 5268.625977
	Iteration 52Q: 3 clusters Score -5108398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -5108397.500000 Penalty: 5268.625977
	Iteration 53F: 3 clusters Score -5108398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12954 members 
Mstep: Class 3 contains 21210 members 
Mstep: Class 4 contains 195017 members 
Mstep: Class 5 contains 44708 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69027 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 6846 members 
Mstep: Class 14 contains 38112 members 
Mstep: Class 15 contains 49794 members 
Mstep: Class 16 contains 184077 members 
Mstep: Class 17 contains 25855 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 45488 members 
Mstep: Class 21 contains 50724 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200455 members 
Mstep: Class 27 contains 34191 members 
Entering Unmasked Estep 
Score: -133236368.000000 Penalty: 92692.289062
Splitting cluster 13 changes total score from -133236960.000000 to -133236368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (38112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Entering Unmasked Estep 
Score: -5128594.500000 Penalty: 2615.974609
	Iteration 0F: 2 clusters Score -5128594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -5102964.500000 Penalty: 5231.949219
	Iteration 0F: 3 clusters Score -5102964 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5112273.500000 Penalty: 5231.949219
	Iteration 1F: 3 clusters Score -5112274 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5112817.000000 Penalty: 5231.949219
	Iteration 2Q: 3 clusters Score -5112817 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5113372.000000 Penalty: 5231.949219
	Iteration 3Q: 3 clusters Score -5113372 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -5114066.000000 Penalty: 5231.949219
	Iteration 4Q: 3 clusters Score -5114066 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -5114814.500000 Penalty: 5231.949219
	Iteration 5Q: 3 clusters Score -5114814 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -5115724.500000 Penalty: 5231.949219
	Iteration 6Q: 3 clusters Score -5115724 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -5116842.000000 Penalty: 5231.949219
	Iteration 7F: 3 clusters Score -5116842 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5118080.500000 Penalty: 5231.949219
	Iteration 8F: 3 clusters Score -5118080 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5119466.500000 Penalty: 5231.949219
	Iteration 9F: 3 clusters Score -5119466 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5120582.500000 Penalty: 5231.949219
	Iteration 10F: 3 clusters Score -5120582 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -5121361.500000 Penalty: 5231.949219
	Iteration 11Q: 3 clusters Score -5121362 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5121790.000000 Penalty: 5231.949219
	Iteration 12Q: 3 clusters Score -5121790 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -5122037.500000 Penalty: 5231.949219
	Iteration 13Q: 3 clusters Score -5122038 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5122285.000000 Penalty: 5231.949219
	Iteration 14Q: 3 clusters Score -5122285 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -5122512.500000 Penalty: 5231.949219
	Iteration 15Q: 3 clusters Score -5122512 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5122718.000000 Penalty: 5231.949219
	Iteration 16Q: 3 clusters Score -5122718 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5122957.000000 Penalty: 5231.949219
	Iteration 17Q: 3 clusters Score -5122957 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5123210.500000 Penalty: 5231.949219
	Iteration 18Q: 3 clusters Score -5123210 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -5123455.500000 Penalty: 5231.949219
	Iteration 19Q: 3 clusters Score -5123456 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5123683.500000 Penalty: 5231.949219
	Iteration 20F: 3 clusters Score -5123684 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -5123907.500000 Penalty: 5231.949219
	Iteration 21Q: 3 clusters Score -5123908 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -5124074.000000 Penalty: 5231.949219
	Iteration 22Q: 3 clusters Score -5124074 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -5124219.000000 Penalty: 5231.949219
	Iteration 23Q: 3 clusters Score -5124219 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -5124375.000000 Penalty: 5231.949219
	Iteration 24Q: 3 clusters Score -5124375 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -5124547.000000 Penalty: 5231.949219
	Iteration 25Q: 3 clusters Score -5124547 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -5124694.500000 Penalty: 5231.949219
	Iteration 26Q: 3 clusters Score -5124694 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -5124872.000000 Penalty: 5231.949219
	Iteration 27Q: 3 clusters Score -5124872 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -5125023.000000 Penalty: 5231.949219
	Iteration 28Q: 3 clusters Score -5125023 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -5125178.000000 Penalty: 5231.949219
	Iteration 29Q: 3 clusters Score -5125178 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -5125337.500000 Penalty: 5231.949219
	Iteration 30Q: 3 clusters Score -5125338 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -5125503.000000 Penalty: 5231.949219
	Iteration 31Q: 3 clusters Score -5125503 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -5125635.000000 Penalty: 5231.949219
	Iteration 32Q: 3 clusters Score -5125635 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -5125756.500000 Penalty: 5231.949219
	Iteration 33Q: 3 clusters Score -5125756 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -5125900.500000 Penalty: 5231.949219
	Iteration 34Q: 3 clusters Score -5125900 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -5125992.000000 Penalty: 5231.949219
	Iteration 35Q: 3 clusters Score -5125992 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -5126064.000000 Penalty: 5231.949219
	Iteration 36Q: 3 clusters Score -5126064 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -5126159.000000 Penalty: 5231.949219
	Iteration 37Q: 3 clusters Score -5126159 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -5126224.500000 Penalty: 5231.949219
	Iteration 38Q: 3 clusters Score -5126224 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5126309.000000 Penalty: 5231.949219
	Iteration 39Q: 3 clusters Score -5126309 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -5126351.500000 Penalty: 5231.949219
	Iteration 40F: 3 clusters Score -5126352 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5126380.500000 Penalty: 5231.949219
	Iteration 41Q: 3 clusters Score -5126380 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -5126414.500000 Penalty: 5231.949219
	Iteration 42Q: 3 clusters Score -5126414 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -5126455.000000 Penalty: 5231.949219
	Iteration 43Q: 3 clusters Score -5126455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -5126490.000000 Penalty: 5231.949219
	Iteration 44Q: 3 clusters Score -5126490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -5126528.000000 Penalty: 5231.949219
	Iteration 45Q: 3 clusters Score -5126528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -5126556.000000 Penalty: 5231.949219
	Iteration 46Q: 3 clusters Score -5126556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5126570.000000 Penalty: 5231.949219
	Iteration 47Q: 3 clusters Score -5126570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -5126566.000000 Penalty: 5231.949219
	Iteration 48Q: 3 clusters Score -5126566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -5126582.000000 Penalty: 5231.949219
	Iteration 49Q: 3 clusters Score -5126582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -5126597.000000 Penalty: 5231.949219
	Iteration 50Q: 3 clusters Score -5126597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -5126604.000000 Penalty: 5231.949219
	Iteration 51Q: 3 clusters Score -5126604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -5126597.500000 Penalty: 5231.949219
	Iteration 52Q: 3 clusters Score -5126598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -5126611.500000 Penalty: 5231.949219
	Iteration 53Q: 3 clusters Score -5126612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -5126616.000000 Penalty: 5231.949219
	Iteration 54Q: 3 clusters Score -5126616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -5126611.000000 Penalty: 5231.949219
	Iteration 55Q: 3 clusters Score -5126611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -5126612.500000 Penalty: 5231.949219
	Iteration 56Q: 3 clusters Score -5126612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -5126613.000000 Penalty: 5231.949219
	Iteration 57Q: 3 clusters Score -5126613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -5126614.500000 Penalty: 5231.949219
	Iteration 58Q: 3 clusters Score -5126614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -5126613.000000 Penalty: 5231.949219
	Iteration 59Q: 3 clusters Score -5126613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5126614.500000 Penalty: 5231.949219
	Iteration 60F: 3 clusters Score -5126614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -5126619.500000 Penalty: 5231.949219
	Iteration 61Q: 3 clusters Score -5126620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -5126622.500000 Penalty: 5231.949219
	Iteration 62Q: 3 clusters Score -5126622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -5126622.000000 Penalty: 5231.949219
	Iteration 63Q: 3 clusters Score -5126622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5126620.000000 Penalty: 5231.949219
	Iteration 64Q: 3 clusters Score -5126620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -5126622.500000 Penalty: 5231.949219
	Iteration 65Q: 3 clusters Score -5126622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5126619.000000 Penalty: 5231.949219
	Iteration 66Q: 3 clusters Score -5126619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -5126614.500000 Penalty: 5231.949219
	Iteration 67Q: 3 clusters Score -5126614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5126625.000000 Penalty: 5231.949219
	Iteration 68Q: 3 clusters Score -5126625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5126626.000000 Penalty: 5231.949219
	Iteration 69Q: 3 clusters Score -5126626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -5126623.000000 Penalty: 5231.949219
	Iteration 70Q: 3 clusters Score -5126623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5126625.500000 Penalty: 5231.949219
	Iteration 71Q: 3 clusters Score -5126626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -5126628.500000 Penalty: 5231.949219
	Iteration 72Q: 3 clusters Score -5126628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -5126630.000000 Penalty: 5231.949219
	Iteration 73Q: 3 clusters Score -5126630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -5126630.000000 Penalty: 5231.949219
	Iteration 74F: 3 clusters Score -5126630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Entering Unmasked Estep 
Score: -6648953.500000 Penalty: 2682.281250
	Iteration 0F: 2 clusters Score -6648954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6615381.000000 Penalty: 5364.562500
	Iteration 0F: 3 clusters Score -6615381 nChanged 22946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -6628081.000000 Penalty: 5364.562500
	Iteration 1F: 3 clusters Score -6628081 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -6628620.500000 Penalty: 5364.562500
	Iteration 2Q: 3 clusters Score -6628620 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6629276.000000 Penalty: 5364.562500
	Iteration 3Q: 3 clusters Score -6629276 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -6630288.500000 Penalty: 5364.562500
	Iteration 4Q: 3 clusters Score -6630288 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -6631625.000000 Penalty: 5364.562500
	Iteration 5Q: 3 clusters Score -6631625 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -6633684.500000 Penalty: 5364.562500
	Iteration 6F: 3 clusters Score -6633684 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -6636631.500000 Penalty: 5364.562500
	Iteration 7F: 3 clusters Score -6636632 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -6639909.000000 Penalty: 5364.562500
	Iteration 8F: 3 clusters Score -6639909 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -6642869.500000 Penalty: 5364.562500
	Iteration 9F: 3 clusters Score -6642870 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -6644858.500000 Penalty: 5364.562500
	Iteration 10Q: 3 clusters Score -6644858 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -6645839.000000 Penalty: 5364.562500
	Iteration 11Q: 3 clusters Score -6645839 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -6646204.000000 Penalty: 5364.562500
	Iteration 12Q: 3 clusters Score -6646204 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -6646363.500000 Penalty: 5364.562500
	Iteration 13Q: 3 clusters Score -6646364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -6646443.500000 Penalty: 5364.562500
	Iteration 14Q: 3 clusters Score -6646444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -6646517.000000 Penalty: 5364.562500
	Iteration 15Q: 3 clusters Score -6646517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -6646554.500000 Penalty: 5364.562500
	Iteration 16Q: 3 clusters Score -6646554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -6646578.000000 Penalty: 5364.562500
	Iteration 17Q: 3 clusters Score -6646578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -6646585.000000 Penalty: 5364.562500
	Iteration 18Q: 3 clusters Score -6646585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -6646611.000000 Penalty: 5364.562500
	Iteration 19Q: 3 clusters Score -6646611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -6646618.500000 Penalty: 5364.562500
	Iteration 20F: 3 clusters Score -6646618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -6646627.500000 Penalty: 5364.562500
	Iteration 21Q: 3 clusters Score -6646628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -6646635.500000 Penalty: 5364.562500
	Iteration 22Q: 3 clusters Score -6646636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -6646635.500000 Penalty: 5364.562500
	Iteration 23Q: 3 clusters Score -6646636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -6646645.500000 Penalty: 5364.562500
	Iteration 24Q: 3 clusters Score -6646646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -6646653.000000 Penalty: 5364.562500
	Iteration 25Q: 3 clusters Score -6646653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -6646660.000000 Penalty: 5364.562500
	Iteration 26Q: 3 clusters Score -6646660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -6646660.000000 Penalty: 5364.562500
	Iteration 27F: 3 clusters Score -6646660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (184077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184077 members 
Entering Unmasked Estep 
Score: -24439868.000000 Penalty: 3006.531250
	Iteration 0F: 2 clusters Score -2.443987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -24318664.000000 Penalty: 6013.062500
	Iteration 0F: 3 clusters Score -2.431866e+07 nChanged 88078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -24370392.000000 Penalty: 6013.062500
	Iteration 1F: 3 clusters Score -2.437039e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -24372130.000000 Penalty: 6013.062500
	Iteration 2Q: 3 clusters Score -2.437213e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -24374702.000000 Penalty: 6013.062500
	Iteration 3Q: 3 clusters Score -2.43747e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -24378892.000000 Penalty: 6013.062500
	Iteration 4Q: 3 clusters Score -2.437889e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120070 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -24385264.000000 Penalty: 6013.062500
	Iteration 5F: 3 clusters Score -2.438526e+07 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131441 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -24393802.000000 Penalty: 6013.062500
	Iteration 6F: 3 clusters Score -2.43938e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144484 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -24404802.000000 Penalty: 6013.062500
	Iteration 7F: 3 clusters Score -2.44048e+07 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -24416072.000000 Penalty: 6013.062500
	Iteration 8F: 3 clusters Score -2.441607e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169592 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -24425740.000000 Penalty: 6013.062500
	Iteration 9F: 3 clusters Score -2.442574e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177342 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -24431964.000000 Penalty: 6013.062500
	Iteration 10Q: 3 clusters Score -2.443196e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181252 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -24435054.000000 Penalty: 6013.062500
	Iteration 11Q: 3 clusters Score -2.443505e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182835 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -24436326.000000 Penalty: 6013.062500
	Iteration 12Q: 3 clusters Score -2.443633e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -24436764.000000 Penalty: 6013.062500
	Iteration 13Q: 3 clusters Score -2.443676e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183587 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -24437006.000000 Penalty: 6013.062500
	Iteration 14Q: 3 clusters Score -2.443701e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183651 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24437086.000000 Penalty: 6013.062500
	Iteration 15Q: 3 clusters Score -2.443709e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183690 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24437152.000000 Penalty: 6013.062500
	Iteration 16Q: 3 clusters Score -2.443715e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183711 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -24437182.000000 Penalty: 6013.062500
	Iteration 17Q: 3 clusters Score -2.443718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183730 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24437214.000000 Penalty: 6013.062500
	Iteration 18Q: 3 clusters Score -2.443721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183737 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24437234.000000 Penalty: 6013.062500
	Iteration 19Q: 3 clusters Score -2.443723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183743 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24437230.000000 Penalty: 6013.062500
	Iteration 20F: 3 clusters Score -2.443723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183747 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24437242.000000 Penalty: 6013.062500
	Iteration 21Q: 3 clusters Score -2.443724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183753 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24437234.000000 Penalty: 6013.062500
	Iteration 22Q: 3 clusters Score -2.443723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183760 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -24437272.000000 Penalty: 6013.062500
	Iteration 23Q: 3 clusters Score -2.443727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183763 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24437272.000000 Penalty: 6013.062500
	Iteration 24Q: 3 clusters Score -2.443727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183770 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24437288.000000 Penalty: 6013.062500
	Iteration 25Q: 3 clusters Score -2.443729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183769 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24437278.000000 Penalty: 6013.062500
	Iteration 26Q: 3 clusters Score -2.443728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183773 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24437272.000000 Penalty: 6013.062500
	Iteration 27Q: 3 clusters Score -2.443727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183774 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24437282.000000 Penalty: 6013.062500
	Iteration 28Q: 3 clusters Score -2.443728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183776 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24437310.000000 Penalty: 6013.062500
	Iteration 29Q: 3 clusters Score -2.443731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183778 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24437298.000000 Penalty: 6013.062500
	Iteration 30Q: 3 clusters Score -2.44373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183777 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24437300.000000 Penalty: 6013.062500
	Iteration 31Q: 3 clusters Score -2.44373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183778 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24437306.000000 Penalty: 6013.062500
	Iteration 32Q: 3 clusters Score -2.443731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183778 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24437306.000000 Penalty: 6013.062500
	Iteration 33F: 3 clusters Score -2.443731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Entering Unmasked Estep 
Score: -3475862.500000 Penalty: 2519.744385
	Iteration 0F: 2 clusters Score -3475862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3458151.750000 Penalty: 5039.488770
	Iteration 0F: 3 clusters Score -3458152 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3464919.250000 Penalty: 5039.488770
	Iteration 1F: 3 clusters Score -3464919 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3466093.000000 Penalty: 5039.488770
	Iteration 2F: 3 clusters Score -3466093 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3467268.750000 Penalty: 5039.488770
	Iteration 3F: 3 clusters Score -3467269 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3468358.250000 Penalty: 5039.488770
	Iteration 4F: 3 clusters Score -3468358 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -3469360.750000 Penalty: 5039.488770
	Iteration 5F: 3 clusters Score -3469361 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3470240.500000 Penalty: 5039.488770
	Iteration 6F: 3 clusters Score -3470240 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3471129.750000 Penalty: 5039.488770
	Iteration 7F: 3 clusters Score -3471130 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3471992.750000 Penalty: 5039.488770
	Iteration 8Q: 3 clusters Score -3471993 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3472770.000000 Penalty: 5039.488770
	Iteration 9Q: 3 clusters Score -3472770 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3473429.750000 Penalty: 5039.488770
	Iteration 10Q: 3 clusters Score -3473430 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3474042.000000 Penalty: 5039.488770
	Iteration 11Q: 3 clusters Score -3474042 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3474501.500000 Penalty: 5039.488770
	Iteration 12Q: 3 clusters Score -3474502 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3474753.250000 Penalty: 5039.488770
	Iteration 13Q: 3 clusters Score -3474753 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3474913.500000 Penalty: 5039.488770
	Iteration 14Q: 3 clusters Score -3474914 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3475052.000000 Penalty: 5039.488770
	Iteration 15Q: 3 clusters Score -3475052 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3475168.500000 Penalty: 5039.488770
	Iteration 16Q: 3 clusters Score -3475168 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3475227.000000 Penalty: 5039.488770
	Iteration 17Q: 3 clusters Score -3475227 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3475261.750000 Penalty: 5039.488770
	Iteration 18Q: 3 clusters Score -3475262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3475290.750000 Penalty: 5039.488770
	Iteration 19Q: 3 clusters Score -3475291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3475304.500000 Penalty: 5039.488770
	Iteration 20F: 3 clusters Score -3475304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3475318.750000 Penalty: 5039.488770
	Iteration 21Q: 3 clusters Score -3475319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3475325.750000 Penalty: 5039.488770
	Iteration 22Q: 3 clusters Score -3475326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3475339.250000 Penalty: 5039.488770
	Iteration 23Q: 3 clusters Score -3475339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3475347.500000 Penalty: 5039.488770
	Iteration 24Q: 3 clusters Score -3475348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3475347.000000 Penalty: 5039.488770
	Iteration 25Q: 3 clusters Score -3475347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3475344.750000 Penalty: 5039.488770
	Iteration 26Q: 3 clusters Score -3475345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3475347.750000 Penalty: 5039.488770
	Iteration 27Q: 3 clusters Score -3475348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3475350.000000 Penalty: 5039.488770
	Iteration 28Q: 3 clusters Score -3475350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3475349.000000 Penalty: 5039.488770
	Iteration 29Q: 3 clusters Score -3475349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3475352.500000 Penalty: 5039.488770
	Iteration 30Q: 3 clusters Score -3475352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3475354.000000 Penalty: 5039.488770
	Iteration 31Q: 3 clusters Score -3475354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3475355.750000 Penalty: 5039.488770
	Iteration 32Q: 3 clusters Score -3475356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3475355.750000 Penalty: 5039.488770
	Iteration 33F: 3 clusters Score -3475356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Entering Unmasked Estep 
Score: -667994.500000 Penalty: 2124.977295
	Iteration 0F: 2 clusters Score -667994.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -663312.937500 Penalty: 4249.954590
	Iteration 0F: 3 clusters Score -663312.9 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -664460.187500 Penalty: 4249.954590
	Iteration 1F: 3 clusters Score -664460.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -664640.187500 Penalty: 4249.954590
	Iteration 2F: 3 clusters Score -664640.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -664799.250000 Penalty: 4249.954590
	Iteration 3Q: 3 clusters Score -664799.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -664957.312500 Penalty: 4249.954590
	Iteration 4Q: 3 clusters Score -664957.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -665124.437500 Penalty: 4249.954590
	Iteration 5Q: 3 clusters Score -665124.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -665281.125000 Penalty: 4249.954590
	Iteration 6Q: 3 clusters Score -665281.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -665432.500000 Penalty: 4249.954590
	Iteration 7Q: 3 clusters Score -665432.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -665594.750000 Penalty: 4249.954590
	Iteration 8Q: 3 clusters Score -665594.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -665751.125000 Penalty: 4249.954590
	Iteration 9Q: 3 clusters Score -665751.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -665920.250000 Penalty: 4249.954590
	Iteration 10Q: 3 clusters Score -665920.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -666052.125000 Penalty: 4249.954590
	Iteration 11Q: 3 clusters Score -666052.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -666178.500000 Penalty: 4249.954590
	Iteration 12Q: 3 clusters Score -666178.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -666274.062500 Penalty: 4249.954590
	Iteration 13Q: 3 clusters Score -666274.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -666352.437500 Penalty: 4249.954590
	Iteration 14Q: 3 clusters Score -666352.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -666417.875000 Penalty: 4249.954590
	Iteration 15Q: 3 clusters Score -666417.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -666468.500000 Penalty: 4249.954590
	Iteration 16Q: 3 clusters Score -666468.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -666511.625000 Penalty: 4249.954590
	Iteration 17Q: 3 clusters Score -666511.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -666550.125000 Penalty: 4249.954590
	Iteration 18Q: 3 clusters Score -666550.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -666592.000000 Penalty: 4249.954590
	Iteration 19Q: 3 clusters Score -666592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -666626.437500 Penalty: 4249.954590
	Iteration 20F: 3 clusters Score -666626.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -666663.125000 Penalty: 4249.954590
	Iteration 21Q: 3 clusters Score -666663.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -666690.375000 Penalty: 4249.954590
	Iteration 22Q: 3 clusters Score -666690.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -666707.812500 Penalty: 4249.954590
	Iteration 23Q: 3 clusters Score -666707.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -666717.875000 Penalty: 4249.954590
	Iteration 24Q: 3 clusters Score -666717.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -666730.750000 Penalty: 4249.954590
	Iteration 25Q: 3 clusters Score -666730.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -666740.937500 Penalty: 4249.954590
	Iteration 26Q: 3 clusters Score -666740.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -666745.125000 Penalty: 4249.954590
	Iteration 27Q: 3 clusters Score -666745.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -666750.375000 Penalty: 4249.954590
	Iteration 28Q: 3 clusters Score -666750.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -666756.125000 Penalty: 4249.954590
	Iteration 29Q: 3 clusters Score -666756.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -666762.000000 Penalty: 4249.954590
	Iteration 30Q: 3 clusters Score -666762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -666766.812500 Penalty: 4249.954590
	Iteration 31Q: 3 clusters Score -666766.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -666773.375000 Penalty: 4249.954590
	Iteration 32Q: 3 clusters Score -666773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -666776.125000 Penalty: 4249.954590
	Iteration 33Q: 3 clusters Score -666776.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -666781.062500 Penalty: 4249.954590
	Iteration 34Q: 3 clusters Score -666781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -666780.000000 Penalty: 4249.954590
	Iteration 35Q: 3 clusters Score -666780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -666781.000000 Penalty: 4249.954590
	Iteration 36Q: 3 clusters Score -666781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -666783.625000 Penalty: 4249.954590
	Iteration 37Q: 3 clusters Score -666783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -666782.750000 Penalty: 4249.954590
	Iteration 38Q: 3 clusters Score -666782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -666785.625000 Penalty: 4249.954590
	Iteration 39Q: 3 clusters Score -666785.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -666791.000000 Penalty: 4249.954590
	Iteration 40F: 3 clusters Score -666791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -666793.375000 Penalty: 4249.954590
	Iteration 41Q: 3 clusters Score -666793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -666796.062500 Penalty: 4249.954590
	Iteration 42Q: 3 clusters Score -666796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -666801.062500 Penalty: 4249.954590
	Iteration 43Q: 3 clusters Score -666801.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -666806.625000 Penalty: 4249.954590
	Iteration 44Q: 3 clusters Score -666806.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -666810.250000 Penalty: 4249.954590
	Iteration 45Q: 3 clusters Score -666810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -666813.312500 Penalty: 4249.954590
	Iteration 46Q: 3 clusters Score -666813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -666816.187500 Penalty: 4249.954590
	Iteration 47Q: 3 clusters Score -666816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -666818.500000 Penalty: 4249.954590
	Iteration 48Q: 3 clusters Score -666818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -666817.625000 Penalty: 4249.954590
	Iteration 49Q: 3 clusters Score -666817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -666819.062500 Penalty: 4249.954590
	Iteration 50Q: 3 clusters Score -666819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -666820.937500 Penalty: 4249.954590
	Iteration 51Q: 3 clusters Score -666820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -666820.250000 Penalty: 4249.954590
	Iteration 52Q: 3 clusters Score -666820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -666821.812500 Penalty: 4249.954590
	Iteration 53Q: 3 clusters Score -666821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -666823.312500 Penalty: 4249.954590
	Iteration 54Q: 3 clusters Score -666823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -666823.437500 Penalty: 4249.954590
	Iteration 55Q: 3 clusters Score -666823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -666823.437500 Penalty: 4249.954590
	Iteration 56F: 3 clusters Score -666823.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Entering Unmasked Estep 
Score: -1195207.750000 Penalty: 2267.178223
	Iteration 0F: 2 clusters Score -1195208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1187946.125000 Penalty: 4534.356445
	Iteration 0F: 3 clusters Score -1187946 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1189895.500000 Penalty: 4534.356445
	Iteration 1F: 3 clusters Score -1189896 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1190160.125000 Penalty: 4534.356445
	Iteration 2F: 3 clusters Score -1190160 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1190377.500000 Penalty: 4534.356445
	Iteration 3F: 3 clusters Score -1190378 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1190530.000000 Penalty: 4534.356445
	Iteration 4Q: 3 clusters Score -1190530 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1190674.875000 Penalty: 4534.356445
	Iteration 5Q: 3 clusters Score -1190675 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1190804.125000 Penalty: 4534.356445
	Iteration 6Q: 3 clusters Score -1190804 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1190939.625000 Penalty: 4534.356445
	Iteration 7Q: 3 clusters Score -1190940 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1191086.250000 Penalty: 4534.356445
	Iteration 8Q: 3 clusters Score -1191086 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1191261.125000 Penalty: 4534.356445
	Iteration 9Q: 3 clusters Score -1191261 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1191464.625000 Penalty: 4534.356445
	Iteration 10Q: 3 clusters Score -1191465 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1191757.500000 Penalty: 4534.356445
	Iteration 11Q: 3 clusters Score -1191758 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1192146.125000 Penalty: 4534.356445
	Iteration 12Q: 3 clusters Score -1192146 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1192567.250000 Penalty: 4534.356445
	Iteration 13Q: 3 clusters Score -1192567 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1192880.625000 Penalty: 4534.356445
	Iteration 14Q: 3 clusters Score -1192881 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1193113.625000 Penalty: 4534.356445
	Iteration 15Q: 3 clusters Score -1193114 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1193294.625000 Penalty: 4534.356445
	Iteration 16Q: 3 clusters Score -1193295 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1193461.000000 Penalty: 4534.356445
	Iteration 17Q: 3 clusters Score -1193461 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1193548.250000 Penalty: 4534.356445
	Iteration 18Q: 3 clusters Score -1193548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1193606.875000 Penalty: 4534.356445
	Iteration 19Q: 3 clusters Score -1193607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1193650.125000 Penalty: 4534.356445
	Iteration 20F: 3 clusters Score -1193650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1193685.625000 Penalty: 4534.356445
	Iteration 21Q: 3 clusters Score -1193686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1193703.500000 Penalty: 4534.356445
	Iteration 22Q: 3 clusters Score -1193704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1193716.000000 Penalty: 4534.356445
	Iteration 23Q: 3 clusters Score -1193716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1193730.125000 Penalty: 4534.356445
	Iteration 24Q: 3 clusters Score -1193730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1193733.125000 Penalty: 4534.356445
	Iteration 25Q: 3 clusters Score -1193733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1193744.500000 Penalty: 4534.356445
	Iteration 26Q: 3 clusters Score -1193744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1193754.250000 Penalty: 4534.356445
	Iteration 27Q: 3 clusters Score -1193754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1193763.000000 Penalty: 4534.356445
	Iteration 28Q: 3 clusters Score -1193763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1193775.125000 Penalty: 4534.356445
	Iteration 29Q: 3 clusters Score -1193775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1193780.625000 Penalty: 4534.356445
	Iteration 30Q: 3 clusters Score -1193781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1193783.000000 Penalty: 4534.356445
	Iteration 31Q: 3 clusters Score -1193783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1193789.875000 Penalty: 4534.356445
	Iteration 32Q: 3 clusters Score -1193790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1193791.500000 Penalty: 4534.356445
	Iteration 33Q: 3 clusters Score -1193792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1193797.625000 Penalty: 4534.356445
	Iteration 34Q: 3 clusters Score -1193798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1193798.375000 Penalty: 4534.356445
	Iteration 35Q: 3 clusters Score -1193798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1193802.250000 Penalty: 4534.356445
	Iteration 36Q: 3 clusters Score -1193802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1193800.250000 Penalty: 4534.356445
	Iteration 37Q: 3 clusters Score -1193800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1193802.750000 Penalty: 4534.356445
	Iteration 38Q: 3 clusters Score -1193803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1193802.750000 Penalty: 4534.356445
	Iteration 39F: 3 clusters Score -1193803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Entering Unmasked Estep 
Score: -5912646.000000 Penalty: 2659.850586
	Iteration 0F: 2 clusters Score -5912646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -5882156.000000 Penalty: 5319.701172
	Iteration 0F: 3 clusters Score -5882156 nChanged 20843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5893471.500000 Penalty: 5319.701172
	Iteration 1F: 3 clusters Score -5893472 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -5893893.000000 Penalty: 5319.701172
	Iteration 2Q: 3 clusters Score -5893893 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5894278.000000 Penalty: 5319.701172
	Iteration 3Q: 3 clusters Score -5894278 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -5894671.000000 Penalty: 5319.701172
	Iteration 4Q: 3 clusters Score -5894671 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -5895130.500000 Penalty: 5319.701172
	Iteration 5Q: 3 clusters Score -5895130 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -5895653.500000 Penalty: 5319.701172
	Iteration 6Q: 3 clusters Score -5895654 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -5896271.500000 Penalty: 5319.701172
	Iteration 7Q: 3 clusters Score -5896272 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -5897029.500000 Penalty: 5319.701172
	Iteration 8Q: 3 clusters Score -5897030 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -5897981.000000 Penalty: 5319.701172
	Iteration 9Q: 3 clusters Score -5897981 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -5899115.500000 Penalty: 5319.701172
	Iteration 10Q: 3 clusters Score -5899116 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -5900275.000000 Penalty: 5319.701172
	Iteration 11Q: 3 clusters Score -5900275 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -5901571.500000 Penalty: 5319.701172
	Iteration 12Q: 3 clusters Score -5901572 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -5903009.500000 Penalty: 5319.701172
	Iteration 13Q: 3 clusters Score -5903010 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5904514.500000 Penalty: 5319.701172
	Iteration 14Q: 3 clusters Score -5904514 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5905967.000000 Penalty: 5319.701172
	Iteration 15Q: 3 clusters Score -5905967 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5907355.000000 Penalty: 5319.701172
	Iteration 16Q: 3 clusters Score -5907355 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -5908398.500000 Penalty: 5319.701172
	Iteration 17Q: 3 clusters Score -5908398 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -5909093.000000 Penalty: 5319.701172
	Iteration 18Q: 3 clusters Score -5909093 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5909558.000000 Penalty: 5319.701172
	Iteration 19Q: 3 clusters Score -5909558 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5909855.500000 Penalty: 5319.701172
	Iteration 20F: 3 clusters Score -5909856 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -5910063.000000 Penalty: 5319.701172
	Iteration 21Q: 3 clusters Score -5910063 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -5910223.000000 Penalty: 5319.701172
	Iteration 22Q: 3 clusters Score -5910223 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5910333.500000 Penalty: 5319.701172
	Iteration 23Q: 3 clusters Score -5910334 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -5910394.500000 Penalty: 5319.701172
	Iteration 24Q: 3 clusters Score -5910394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -5910443.000000 Penalty: 5319.701172
	Iteration 25Q: 3 clusters Score -5910443 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -5910491.500000 Penalty: 5319.701172
	Iteration 26Q: 3 clusters Score -5910492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5910528.000000 Penalty: 5319.701172
	Iteration 27Q: 3 clusters Score -5910528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5910552.500000 Penalty: 5319.701172
	Iteration 28Q: 3 clusters Score -5910552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -5910572.000000 Penalty: 5319.701172
	Iteration 29Q: 3 clusters Score -5910572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5910586.000000 Penalty: 5319.701172
	Iteration 30Q: 3 clusters Score -5910586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5910597.000000 Penalty: 5319.701172
	Iteration 31Q: 3 clusters Score -5910597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -5910614.000000 Penalty: 5319.701172
	Iteration 32Q: 3 clusters Score -5910614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -5910629.500000 Penalty: 5319.701172
	Iteration 33Q: 3 clusters Score -5910630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5910626.500000 Penalty: 5319.701172
	Iteration 34Q: 3 clusters Score -5910626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5910637.000000 Penalty: 5319.701172
	Iteration 35Q: 3 clusters Score -5910637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5910646.000000 Penalty: 5319.701172
	Iteration 36Q: 3 clusters Score -5910646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -5910658.000000 Penalty: 5319.701172
	Iteration 37Q: 3 clusters Score -5910658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5910653.500000 Penalty: 5319.701172
	Iteration 38Q: 3 clusters Score -5910654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5910659.000000 Penalty: 5319.701172
	Iteration 39Q: 3 clusters Score -5910659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5910663.500000 Penalty: 5319.701172
	Iteration 40F: 3 clusters Score -5910664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -5910669.000000 Penalty: 5319.701172
	Iteration 41Q: 3 clusters Score -5910669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -5910668.000000 Penalty: 5319.701172
	Iteration 42Q: 3 clusters Score -5910668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5910675.500000 Penalty: 5319.701172
	Iteration 43Q: 3 clusters Score -5910676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -5910677.500000 Penalty: 5319.701172
	Iteration 44Q: 3 clusters Score -5910678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -5910676.500000 Penalty: 5319.701172
	Iteration 45Q: 3 clusters Score -5910676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -5910680.000000 Penalty: 5319.701172
	Iteration 46Q: 3 clusters Score -5910680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5910679.500000 Penalty: 5319.701172
	Iteration 47Q: 3 clusters Score -5910680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -5910681.000000 Penalty: 5319.701172
	Iteration 48Q: 3 clusters Score -5910681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -5910681.500000 Penalty: 5319.701172
	Iteration 49Q: 3 clusters Score -5910682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -5910680.500000 Penalty: 5319.701172
	Iteration 50Q: 3 clusters Score -5910680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -5910680.500000 Penalty: 5319.701172
	Iteration 51F: 3 clusters Score -5910680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Entering Unmasked Estep 
Score: -6706659.000000 Penalty: 2686.870117
	Iteration 0F: 2 clusters Score -6706659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -6672658.000000 Penalty: 5373.740234
	Iteration 0F: 3 clusters Score -6672658 nChanged 23404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -6685654.500000 Penalty: 5373.740234
	Iteration 1F: 3 clusters Score -6685654 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -6686359.500000 Penalty: 5373.740234
	Iteration 2Q: 3 clusters Score -6686360 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -6687139.000000 Penalty: 5373.740234
	Iteration 3Q: 3 clusters Score -6687139 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6688129.000000 Penalty: 5373.740234
	Iteration 4Q: 3 clusters Score -6688129 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -6689524.500000 Penalty: 5373.740234
	Iteration 5F: 3 clusters Score -6689524 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -6691465.500000 Penalty: 5373.740234
	Iteration 6F: 3 clusters Score -6691466 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -6694040.000000 Penalty: 5373.740234
	Iteration 7F: 3 clusters Score -6694040 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -6696906.500000 Penalty: 5373.740234
	Iteration 8F: 3 clusters Score -6696906 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -6699408.000000 Penalty: 5373.740234
	Iteration 9F: 3 clusters Score -6699408 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -6700950.500000 Penalty: 5373.740234
	Iteration 10Q: 3 clusters Score -6700950 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -6701700.500000 Penalty: 5373.740234
	Iteration 11Q: 3 clusters Score -6701700 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -6702044.500000 Penalty: 5373.740234
	Iteration 12Q: 3 clusters Score -6702044 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -6702278.500000 Penalty: 5373.740234
	Iteration 13Q: 3 clusters Score -6702278 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -6702415.000000 Penalty: 5373.740234
	Iteration 14Q: 3 clusters Score -6702415 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -6702572.000000 Penalty: 5373.740234
	Iteration 15Q: 3 clusters Score -6702572 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -6702707.000000 Penalty: 5373.740234
	Iteration 16Q: 3 clusters Score -6702707 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -6702809.500000 Penalty: 5373.740234
	Iteration 17Q: 3 clusters Score -6702810 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -6702912.000000 Penalty: 5373.740234
	Iteration 18Q: 3 clusters Score -6702912 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -6703007.500000 Penalty: 5373.740234
	Iteration 19Q: 3 clusters Score -6703008 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -6703109.500000 Penalty: 5373.740234
	Iteration 20F: 3 clusters Score -6703110 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -6703191.000000 Penalty: 5373.740234
	Iteration 21Q: 3 clusters Score -6703191 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -6703292.000000 Penalty: 5373.740234
	Iteration 22Q: 3 clusters Score -6703292 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -6703408.000000 Penalty: 5373.740234
	Iteration 23Q: 3 clusters Score -6703408 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6703496.500000 Penalty: 5373.740234
	Iteration 24Q: 3 clusters Score -6703496 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -6703562.000000 Penalty: 5373.740234
	Iteration 25Q: 3 clusters Score -6703562 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -6703627.000000 Penalty: 5373.740234
	Iteration 26Q: 3 clusters Score -6703627 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -6703670.000000 Penalty: 5373.740234
	Iteration 27Q: 3 clusters Score -6703670 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -6703707.500000 Penalty: 5373.740234
	Iteration 28Q: 3 clusters Score -6703708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -6703794.000000 Penalty: 5373.740234
	Iteration 29Q: 3 clusters Score -6703794 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -6703815.500000 Penalty: 5373.740234
	Iteration 30Q: 3 clusters Score -6703816 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -6703853.000000 Penalty: 5373.740234
	Iteration 31Q: 3 clusters Score -6703853 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -6703901.500000 Penalty: 5373.740234
	Iteration 32Q: 3 clusters Score -6703902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -6703954.500000 Penalty: 5373.740234
	Iteration 33Q: 3 clusters Score -6703954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -6703971.500000 Penalty: 5373.740234
	Iteration 34Q: 3 clusters Score -6703972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -6704011.000000 Penalty: 5373.740234
	Iteration 35Q: 3 clusters Score -6704011 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -6704029.000000 Penalty: 5373.740234
	Iteration 36Q: 3 clusters Score -6704029 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -6704063.500000 Penalty: 5373.740234
	Iteration 37Q: 3 clusters Score -6704064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -6704088.500000 Penalty: 5373.740234
	Iteration 38Q: 3 clusters Score -6704088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -6704103.000000 Penalty: 5373.740234
	Iteration 39Q: 3 clusters Score -6704103 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -6704122.500000 Penalty: 5373.740234
	Iteration 40F: 3 clusters Score -6704122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -6704129.500000 Penalty: 5373.740234
	Iteration 41Q: 3 clusters Score -6704130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -6704147.000000 Penalty: 5373.740234
	Iteration 42Q: 3 clusters Score -6704147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -6704153.000000 Penalty: 5373.740234
	Iteration 43Q: 3 clusters Score -6704153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -6704179.000000 Penalty: 5373.740234
	Iteration 44Q: 3 clusters Score -6704179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -6704190.500000 Penalty: 5373.740234
	Iteration 45Q: 3 clusters Score -6704190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -6704210.500000 Penalty: 5373.740234
	Iteration 46Q: 3 clusters Score -6704210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -6704213.000000 Penalty: 5373.740234
	Iteration 47Q: 3 clusters Score -6704213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -6704227.500000 Penalty: 5373.740234
	Iteration 48Q: 3 clusters Score -6704228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -6704230.500000 Penalty: 5373.740234
	Iteration 49Q: 3 clusters Score -6704230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -6704238.000000 Penalty: 5373.740234
	Iteration 50Q: 3 clusters Score -6704238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -6704239.000000 Penalty: 5373.740234
	Iteration 51Q: 3 clusters Score -6704239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -6704234.500000 Penalty: 5373.740234
	Iteration 52Q: 3 clusters Score -6704234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -6704251.500000 Penalty: 5373.740234
	Iteration 53Q: 3 clusters Score -6704252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -6704245.000000 Penalty: 5373.740234
	Iteration 54Q: 3 clusters Score -6704245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -6704249.000000 Penalty: 5373.740234
	Iteration 55Q: 3 clusters Score -6704249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -6704248.500000 Penalty: 5373.740234
	Iteration 56Q: 3 clusters Score -6704248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -6704260.000000 Penalty: 5373.740234
	Iteration 57Q: 3 clusters Score -6704260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -6704252.000000 Penalty: 5373.740234
	Iteration 58Q: 3 clusters Score -6704252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -6704264.000000 Penalty: 5373.740234
	Iteration 59Q: 3 clusters Score -6704264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -6704256.500000 Penalty: 5373.740234
	Iteration 60F: 3 clusters Score -6704256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -6704260.000000 Penalty: 5373.740234
	Iteration 61Q: 3 clusters Score -6704260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -6704270.500000 Penalty: 5373.740234
	Iteration 62Q: 3 clusters Score -6704270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -6704280.000000 Penalty: 5373.740234
	Iteration 63Q: 3 clusters Score -6704280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -6704285.500000 Penalty: 5373.740234
	Iteration 64Q: 3 clusters Score -6704286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -6704291.500000 Penalty: 5373.740234
	Iteration 65Q: 3 clusters Score -6704292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6704306.500000 Penalty: 5373.740234
	Iteration 66Q: 3 clusters Score -6704306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -6704306.500000 Penalty: 5373.740234
	Iteration 67Q: 3 clusters Score -6704306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -6704307.000000 Penalty: 5373.740234
	Iteration 68Q: 3 clusters Score -6704307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6704319.000000 Penalty: 5373.740234
	Iteration 69Q: 3 clusters Score -6704319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -6704321.000000 Penalty: 5373.740234
	Iteration 70Q: 3 clusters Score -6704321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -6704332.000000 Penalty: 5373.740234
	Iteration 71Q: 3 clusters Score -6704332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -6704334.000000 Penalty: 5373.740234
	Iteration 72Q: 3 clusters Score -6704334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -6704334.000000 Penalty: 5373.740234
	Iteration 73Q: 3 clusters Score -6704334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -6704339.500000 Penalty: 5373.740234
	Iteration 74Q: 3 clusters Score -6704340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6704343.000000 Penalty: 5373.740234
	Iteration 75Q: 3 clusters Score -6704343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -6704340.000000 Penalty: 5373.740234
	Iteration 76Q: 3 clusters Score -6704340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -6704341.500000 Penalty: 5373.740234
	Iteration 77Q: 3 clusters Score -6704342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -6704347.500000 Penalty: 5373.740234
	Iteration 78Q: 3 clusters Score -6704348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -6704337.500000 Penalty: 5373.740234
	Iteration 79Q: 3 clusters Score -6704338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -6704350.000000 Penalty: 5373.740234
	Iteration 80F: 3 clusters Score -6704350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -6704345.000000 Penalty: 5373.740234
	Iteration 81Q: 3 clusters Score -6704345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -6704356.000000 Penalty: 5373.740234
	Iteration 82Q: 3 clusters Score -6704356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -6704352.500000 Penalty: 5373.740234
	Iteration 83Q: 3 clusters Score -6704352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -6704361.500000 Penalty: 5373.740234
	Iteration 84Q: 3 clusters Score -6704362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -6704357.000000 Penalty: 5373.740234
	Iteration 85Q: 3 clusters Score -6704357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -6704353.000000 Penalty: 5373.740234
	Iteration 86Q: 3 clusters Score -6704353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6704354.000000 Penalty: 5373.740234
	Iteration 87Q: 3 clusters Score -6704354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6704358.000000 Penalty: 5373.740234
	Iteration 88Q: 3 clusters Score -6704358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6704354.500000 Penalty: 5373.740234
	Iteration 89Q: 3 clusters Score -6704354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -6704357.500000 Penalty: 5373.740234
	Iteration 90Q: 3 clusters Score -6704358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -6704366.000000 Penalty: 5373.740234
	Iteration 91Q: 3 clusters Score -6704366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -6704369.500000 Penalty: 5373.740234
	Iteration 92Q: 3 clusters Score -6704370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -6704367.500000 Penalty: 5373.740234
	Iteration 93Q: 3 clusters Score -6704368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -6704369.000000 Penalty: 5373.740234
	Iteration 94Q: 3 clusters Score -6704369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -6704369.500000 Penalty: 5373.740234
	Iteration 95Q: 3 clusters Score -6704370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -6704367.500000 Penalty: 5373.740234
	Iteration 96Q: 3 clusters Score -6704368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -6704371.000000 Penalty: 5373.740234
	Iteration 97Q: 3 clusters Score -6704371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -6704368.500000 Penalty: 5373.740234
	Iteration 98Q: 3 clusters Score -6704368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6704377.000000 Penalty: 5373.740234
	Iteration 99Q: 3 clusters Score -6704377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -6704380.500000 Penalty: 5373.740234
	Iteration 100F: 3 clusters Score -6704380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -6704387.000000 Penalty: 5373.740234
	Iteration 101Q: 3 clusters Score -6704387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -6704379.500000 Penalty: 5373.740234
	Iteration 102Q: 3 clusters Score -6704380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6704380.500000 Penalty: 5373.740234
	Iteration 103Q: 3 clusters Score -6704380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -6704386.500000 Penalty: 5373.740234
	Iteration 104Q: 3 clusters Score -6704386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -6704382.000000 Penalty: 5373.740234
	Iteration 105Q: 3 clusters Score -6704382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6704383.000000 Penalty: 5373.740234
	Iteration 106Q: 3 clusters Score -6704383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6704383.000000 Penalty: 5373.740234
	Iteration 107F: 3 clusters Score -6704383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -128479.453125 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -128479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126490.515625 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -126490.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127160.718750 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -127160.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127630.078125 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -127630.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128076.578125 Penalty: 3514.191895
	Iteration 3F: 3 clusters Score -128076.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128295.148438 Penalty: 3514.191895
	Iteration 4F: 3 clusters Score -128295.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128414.570312 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -128414.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128561.828125 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -128561.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128707.601562 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -128707.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128798.234375 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -128798.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128899.187500 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -128899.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -129002.343750 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -129002.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129137.343750 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -129137.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -129235.156250 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -129235.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129377.023438 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -129377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129520.640625 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -129520.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129604.984375 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -129605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129732.539062 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -129732.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -129942.039062 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -129942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130289.609375 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -130289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130298.421875 Penalty: 3514.191895
	Iteration 19F: 3 clusters Score -130298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -130315.070312 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -130315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12954 members 
Mstep: Class 3 contains 21210 members 
Mstep: Class 4 contains 195017 members 
Mstep: Class 5 contains 44708 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69027 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41037 members 
Mstep: Class 14 contains 38112 members 
Mstep: Class 15 contains 49794 members 
Mstep: Class 16 contains 184077 members 
Mstep: Class 17 contains 25855 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 45488 members 
Mstep: Class 21 contains 50724 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200455 members 
Mstep: Class 27 contains 654 members 
Entering Unmasked Estep 
Score: -133236960.000000 Penalty: 92692.289062
Splitting cluster 22 changes total score from -133236960.000000 to -133236960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -327796.437500 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -327796.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -324819.281250 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -324819.3 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -325364.500000 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -325364.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -325482.750000 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -325482.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -325546.343750 Penalty: 3879.733887
	Iteration 3Q: 3 clusters Score -325546.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -325584.062500 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -325584.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -325608.562500 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -325608.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -325623.562500 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -325623.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -325639.750000 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -325639.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -325661.906250 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -325661.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -325673.843750 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -325673.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -325682.500000 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -325682.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -325690.187500 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -325690.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -325702.593750 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -325702.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -325710.531250 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -325710.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -325723.156250 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -325723.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -325737.281250 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -325737.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -325752.468750 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -325752.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -325770.875000 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -325770.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -325787.312500 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -325787.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -325800.500000 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -325800.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -325813.281250 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -325813.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -325827.718750 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -325827.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -325844.625000 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -325844.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -325860.406250 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -325860.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -325876.500000 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -325876.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -325885.625000 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -325885.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -325897.625000 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -325897.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -325913.500000 Penalty: 3879.733887
	Iteration 27Q: 3 clusters Score -325913.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -325928.656250 Penalty: 3879.733887
	Iteration 28Q: 3 clusters Score -325928.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -325940.125000 Penalty: 3879.733887
	Iteration 29Q: 3 clusters Score -325940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -325946.093750 Penalty: 3879.733887
	Iteration 30Q: 3 clusters Score -325946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -325950.843750 Penalty: 3879.733887
	Iteration 31Q: 3 clusters Score -325950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -325953.531250 Penalty: 3879.733887
	Iteration 32Q: 3 clusters Score -325953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -325955.968750 Penalty: 3879.733887
	Iteration 33Q: 3 clusters Score -325956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -325959.718750 Penalty: 3879.733887
	Iteration 34Q: 3 clusters Score -325959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -325963.343750 Penalty: 3879.733887
	Iteration 35Q: 3 clusters Score -325963.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -325971.906250 Penalty: 3879.733887
	Iteration 36Q: 3 clusters Score -325971.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -325979.750000 Penalty: 3879.733887
	Iteration 37Q: 3 clusters Score -325979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -325985.156250 Penalty: 3879.733887
	Iteration 38Q: 3 clusters Score -325985.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -325994.531250 Penalty: 3879.733887
	Iteration 39Q: 3 clusters Score -325994.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -326008.468750 Penalty: 3879.733887
	Iteration 40F: 3 clusters Score -326008.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -326024.031250 Penalty: 3879.733887
	Iteration 41Q: 3 clusters Score -326024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -326044.218750 Penalty: 3879.733887
	Iteration 42Q: 3 clusters Score -326044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -326055.718750 Penalty: 3879.733887
	Iteration 43Q: 3 clusters Score -326055.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -326066.375000 Penalty: 3879.733887
	Iteration 44Q: 3 clusters Score -326066.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -326076.437500 Penalty: 3879.733887
	Iteration 45Q: 3 clusters Score -326076.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -326087.000000 Penalty: 3879.733887
	Iteration 46Q: 3 clusters Score -326087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -326094.062500 Penalty: 3879.733887
	Iteration 47Q: 3 clusters Score -326094.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -326102.500000 Penalty: 3879.733887
	Iteration 48Q: 3 clusters Score -326102.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -326115.343750 Penalty: 3879.733887
	Iteration 49Q: 3 clusters Score -326115.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -326124.593750 Penalty: 3879.733887
	Iteration 50Q: 3 clusters Score -326124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -326134.843750 Penalty: 3879.733887
	Iteration 51Q: 3 clusters Score -326134.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -326140.281250 Penalty: 3879.733887
	Iteration 52Q: 3 clusters Score -326140.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -326149.000000 Penalty: 3879.733887
	Iteration 53Q: 3 clusters Score -326149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -326154.750000 Penalty: 3879.733887
	Iteration 54Q: 3 clusters Score -326154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -326156.781250 Penalty: 3879.733887
	Iteration 55Q: 3 clusters Score -326156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -326157.156250 Penalty: 3879.733887
	Iteration 56Q: 3 clusters Score -326157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -326158.968750 Penalty: 3879.733887
	Iteration 57Q: 3 clusters Score -326159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -326160.718750 Penalty: 3879.733887
	Iteration 58Q: 3 clusters Score -326160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -326161.187500 Penalty: 3879.733887
	Iteration 59Q: 3 clusters Score -326161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -326162.906250 Penalty: 3879.733887
	Iteration 60F: 3 clusters Score -326162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -326165.406250 Penalty: 3879.733887
	Iteration 61Q: 3 clusters Score -326165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -326168.812500 Penalty: 3879.733887
	Iteration 62Q: 3 clusters Score -326168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -326172.000000 Penalty: 3879.733887
	Iteration 63Q: 3 clusters Score -326172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -326176.656250 Penalty: 3879.733887
	Iteration 64Q: 3 clusters Score -326176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -326180.031250 Penalty: 3879.733887
	Iteration 65Q: 3 clusters Score -326180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -326185.875000 Penalty: 3879.733887
	Iteration 66Q: 3 clusters Score -326185.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -326192.312500 Penalty: 3879.733887
	Iteration 67Q: 3 clusters Score -326192.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -326200.750000 Penalty: 3879.733887
	Iteration 68Q: 3 clusters Score -326200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -326207.187500 Penalty: 3879.733887
	Iteration 69Q: 3 clusters Score -326207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -326216.500000 Penalty: 3879.733887
	Iteration 70Q: 3 clusters Score -326216.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -326222.593750 Penalty: 3879.733887
	Iteration 71Q: 3 clusters Score -326222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -326228.062500 Penalty: 3879.733887
	Iteration 72Q: 3 clusters Score -326228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -326231.843750 Penalty: 3879.733887
	Iteration 73Q: 3 clusters Score -326231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -326234.468750 Penalty: 3879.733887
	Iteration 74Q: 3 clusters Score -326234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -326237.843750 Penalty: 3879.733887
	Iteration 75Q: 3 clusters Score -326237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -326239.750000 Penalty: 3879.733887
	Iteration 76Q: 3 clusters Score -326239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -326242.281250 Penalty: 3879.733887
	Iteration 77Q: 3 clusters Score -326242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -326243.593750 Penalty: 3879.733887
	Iteration 78Q: 3 clusters Score -326243.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -326243.593750 Penalty: 3879.733887
	Iteration 79F: 3 clusters Score -326243.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -79289.171875 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -79289.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77663.492188 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77663.49 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78139.218750 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -78139.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78479.929688 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -78479.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78693.390625 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78693.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78881.257812 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -78881.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79123.195312 Penalty: 3272.184082
	Iteration 5F: 3 clusters Score -79123.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79408.835938 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -79408.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79604.867188 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -79604.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79723.390625 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -79723.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79857.070312 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -79857.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79910.875000 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -79910.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79926.500000 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -79926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79926.500000 Penalty: 3272.184082
	Iteration 12F: 3 clusters Score -79926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12954 members 
Mstep: Class 3 contains 21210 members 
Mstep: Class 4 contains 195017 members 
Mstep: Class 5 contains 44708 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69027 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41037 members 
Mstep: Class 14 contains 38112 members 
Mstep: Class 15 contains 49794 members 
Mstep: Class 16 contains 184077 members 
Mstep: Class 17 contains 25855 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 45488 members 
Mstep: Class 21 contains 50724 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200455 members 
Mstep: Class 27 contains 227 members 
Entering Unmasked Estep 
Score: -133235480.000000 Penalty: 92692.289062
Splitting cluster 24 changes total score from -133236960.000000 to -133235480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -31522.820312 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -31522.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30314.072266 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -30314.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30446.371094 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -30446.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30504.539062 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -30504.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30533.056641 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -30533.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30556.726562 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -30556.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30561.406250 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -30561.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30562.279297 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -30562.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30564.923828 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -30564.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30565.285156 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -30565.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30566.179688 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -30566.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30566.179688 Penalty: 2892.613770
	Iteration 10F: 3 clusters Score -30566.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (200455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200455 members 
Entering Unmasked Estep 
Score: -26608808.000000 Penalty: 3027.669678
	Iteration 0F: 2 clusters Score -2.660881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100171 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
Score: -26479310.000000 Penalty: 6055.339355
	Iteration 0F: 3 clusters Score -2.647931e+07 nChanged 96445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99084 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -26535768.000000 Penalty: 6055.339355
	Iteration 1F: 3 clusters Score -2.653577e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -26536932.000000 Penalty: 6055.339355
	Iteration 2Q: 3 clusters Score -2.653693e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -26538310.000000 Penalty: 6055.339355
	Iteration 3Q: 3 clusters Score -2.653831e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -26540348.000000 Penalty: 6055.339355
	Iteration 4Q: 3 clusters Score -2.654035e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 109186 members 
Entering Unmasked Estep 
Score: -26543604.000000 Penalty: 6055.339355
	Iteration 5Q: 3 clusters Score -2.65436e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -26549068.000000 Penalty: 6055.339355
	Iteration 6F: 3 clusters Score -2.654907e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 121615 members 
Entering Unmasked Estep 
Score: -26557390.000000 Penalty: 6055.339355
	Iteration 7F: 3 clusters Score -2.655739e+07 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 130067 members 
Entering Unmasked Estep 
Score: -26568902.000000 Penalty: 6055.339355
	Iteration 8F: 3 clusters Score -2.65689e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 137813 members 
Entering Unmasked Estep 
Score: -26580624.000000 Penalty: 6055.339355
	Iteration 9F: 3 clusters Score -2.658062e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 143230 members 
Entering Unmasked Estep 
Score: -26587738.000000 Penalty: 6055.339355
	Iteration 10F: 3 clusters Score -2.658774e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 147252 members 
Entering Unmasked Estep 
Score: -26591436.000000 Penalty: 6055.339355
	Iteration 11Q: 3 clusters Score -2.659144e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 151048 members 
Entering Unmasked Estep 
Score: -26593950.000000 Penalty: 6055.339355
	Iteration 12Q: 3 clusters Score -2.659395e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -26596240.000000 Penalty: 6055.339355
	Iteration 13Q: 3 clusters Score -2.659624e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -26598338.000000 Penalty: 6055.339355
	Iteration 14Q: 3 clusters Score -2.659834e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -26600148.000000 Penalty: 6055.339355
	Iteration 15Q: 3 clusters Score -2.660015e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 163940 members 
Entering Unmasked Estep 
Score: -26601730.000000 Penalty: 6055.339355
	Iteration 16Q: 3 clusters Score -2.660173e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 166414 members 
Entering Unmasked Estep 
Score: -26602904.000000 Penalty: 6055.339355
	Iteration 17Q: 3 clusters Score -2.66029e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 168650 members 
Entering Unmasked Estep 
Score: -26603934.000000 Penalty: 6055.339355
	Iteration 18Q: 3 clusters Score -2.660393e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 170601 members 
Entering Unmasked Estep 
Score: -26604786.000000 Penalty: 6055.339355
	Iteration 19Q: 3 clusters Score -2.660479e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -26605184.000000 Penalty: 6055.339355
	Iteration 20F: 3 clusters Score -2.660518e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 174133 members 
Entering Unmasked Estep 
Score: -26605664.000000 Penalty: 6055.339355
	Iteration 21Q: 3 clusters Score -2.660566e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 175754 members 
Entering Unmasked Estep 
Score: -26605968.000000 Penalty: 6055.339355
	Iteration 22Q: 3 clusters Score -2.660597e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 177307 members 
Entering Unmasked Estep 
Score: -26606158.000000 Penalty: 6055.339355
	Iteration 23Q: 3 clusters Score -2.660616e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -26606386.000000 Penalty: 6055.339355
	Iteration 24Q: 3 clusters Score -2.660639e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 180216 members 
Entering Unmasked Estep 
Score: -26606668.000000 Penalty: 6055.339355
	Iteration 25Q: 3 clusters Score -2.660667e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 181567 members 
Entering Unmasked Estep 
Score: -26606814.000000 Penalty: 6055.339355
	Iteration 26Q: 3 clusters Score -2.660681e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 182851 members 
Entering Unmasked Estep 
Score: -26607138.000000 Penalty: 6055.339355
	Iteration 27Q: 3 clusters Score -2.660714e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 184098 members 
Entering Unmasked Estep 
Score: -26607212.000000 Penalty: 6055.339355
	Iteration 28Q: 3 clusters Score -2.660721e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 185328 members 
Entering Unmasked Estep 
Score: -26607342.000000 Penalty: 6055.339355
	Iteration 29Q: 3 clusters Score -2.660734e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 186445 members 
Entering Unmasked Estep 
Score: -26607526.000000 Penalty: 6055.339355
	Iteration 30Q: 3 clusters Score -2.660753e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 187523 members 
Entering Unmasked Estep 
Score: -26607536.000000 Penalty: 6055.339355
	Iteration 31Q: 3 clusters Score -2.660754e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 188495 members 
Entering Unmasked Estep 
Score: -26607714.000000 Penalty: 6055.339355
	Iteration 32Q: 3 clusters Score -2.660771e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 189371 members 
Entering Unmasked Estep 
Score: -26607680.000000 Penalty: 6055.339355
	Iteration 33Q: 3 clusters Score -2.660768e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 190208 members 
Entering Unmasked Estep 
Score: -26607804.000000 Penalty: 6055.339355
	Iteration 34Q: 3 clusters Score -2.66078e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 190988 members 
Entering Unmasked Estep 
Score: -26607732.000000 Penalty: 6055.339355
	Iteration 35Q: 3 clusters Score -2.660773e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 191739 members 
Entering Unmasked Estep 
Score: -26607712.000000 Penalty: 6055.339355
	Iteration 36Q: 3 clusters Score -2.660771e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 192409 members 
Entering Unmasked Estep 
Score: -26607744.000000 Penalty: 6055.339355
	Iteration 37Q: 3 clusters Score -2.660774e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 192984 members 
Entering Unmasked Estep 
Score: -26607748.000000 Penalty: 6055.339355
	Iteration 38Q: 3 clusters Score -2.660775e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 193514 members 
Entering Unmasked Estep 
Score: -26607754.000000 Penalty: 6055.339355
	Iteration 39Q: 3 clusters Score -2.660775e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 193987 members 
Entering Unmasked Estep 
Score: -26607692.000000 Penalty: 6055.339355
	Iteration 40F: 3 clusters Score -2.660769e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 194397 members 
Entering Unmasked Estep 
Score: -26607688.000000 Penalty: 6055.339355
	Iteration 41Q: 3 clusters Score -2.660769e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 194792 members 
Entering Unmasked Estep 
Score: -26607648.000000 Penalty: 6055.339355
	Iteration 42Q: 3 clusters Score -2.660765e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 195117 members 
Entering Unmasked Estep 
Score: -26607652.000000 Penalty: 6055.339355
	Iteration 43Q: 3 clusters Score -2.660765e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 195420 members 
Entering Unmasked Estep 
Score: -26607622.000000 Penalty: 6055.339355
	Iteration 44Q: 3 clusters Score -2.660762e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 195676 members 
Entering Unmasked Estep 
Score: -26607680.000000 Penalty: 6055.339355
	Iteration 45Q: 3 clusters Score -2.660768e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 195904 members 
Entering Unmasked Estep 
Score: -26607596.000000 Penalty: 6055.339355
	Iteration 46Q: 3 clusters Score -2.66076e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 196108 members 
Entering Unmasked Estep 
Score: -26607492.000000 Penalty: 6055.339355
	Iteration 47Q: 3 clusters Score -2.660749e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 196297 members 
Entering Unmasked Estep 
Score: -26607462.000000 Penalty: 6055.339355
	Iteration 48Q: 3 clusters Score -2.660746e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 196454 members 
Entering Unmasked Estep 
Score: -26607434.000000 Penalty: 6055.339355
	Iteration 49Q: 3 clusters Score -2.660743e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 196591 members 
Entering Unmasked Estep 
Score: -26607422.000000 Penalty: 6055.339355
	Iteration 50Q: 3 clusters Score -2.660742e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 196712 members 
Entering Unmasked Estep 
Score: -26607412.000000 Penalty: 6055.339355
	Iteration 51Q: 3 clusters Score -2.660741e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 196822 members 
Entering Unmasked Estep 
Score: -26607426.000000 Penalty: 6055.339355
	Iteration 52Q: 3 clusters Score -2.660743e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 196918 members 
Entering Unmasked Estep 
Score: -26607450.000000 Penalty: 6055.339355
	Iteration 53Q: 3 clusters Score -2.660745e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 197003 members 
Entering Unmasked Estep 
Score: -26607422.000000 Penalty: 6055.339355
	Iteration 54Q: 3 clusters Score -2.660742e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 197081 members 
Entering Unmasked Estep 
Score: -26607444.000000 Penalty: 6055.339355
	Iteration 55Q: 3 clusters Score -2.660744e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 197165 members 
Entering Unmasked Estep 
Score: -26607430.000000 Penalty: 6055.339355
	Iteration 56Q: 3 clusters Score -2.660743e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 197245 members 
Entering Unmasked Estep 
Score: -26607410.000000 Penalty: 6055.339355
	Iteration 57Q: 3 clusters Score -2.660741e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 197316 members 
Entering Unmasked Estep 
Score: -26607380.000000 Penalty: 6055.339355
	Iteration 58Q: 3 clusters Score -2.660738e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 197381 members 
Entering Unmasked Estep 
Score: -26607360.000000 Penalty: 6055.339355
	Iteration 59Q: 3 clusters Score -2.660736e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 197446 members 
Entering Unmasked Estep 
Score: -26607330.000000 Penalty: 6055.339355
	Iteration 60F: 3 clusters Score -2.660733e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 197495 members 
Entering Unmasked Estep 
Score: -26607322.000000 Penalty: 6055.339355
	Iteration 61Q: 3 clusters Score -2.660732e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 197546 members 
Entering Unmasked Estep 
Score: -26607326.000000 Penalty: 6055.339355
	Iteration 62Q: 3 clusters Score -2.660733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 197585 members 
Entering Unmasked Estep 
Score: -26607322.000000 Penalty: 6055.339355
	Iteration 63Q: 3 clusters Score -2.660732e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 197622 members 
Entering Unmasked Estep 
Score: -26607306.000000 Penalty: 6055.339355
	Iteration 64Q: 3 clusters Score -2.660731e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 197659 members 
Entering Unmasked Estep 
Score: -26607308.000000 Penalty: 6055.339355
	Iteration 65Q: 3 clusters Score -2.660731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 197686 members 
Entering Unmasked Estep 
Score: -26607334.000000 Penalty: 6055.339355
	Iteration 66Q: 3 clusters Score -2.660733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 197703 members 
Entering Unmasked Estep 
Score: -26607316.000000 Penalty: 6055.339355
	Iteration 67Q: 3 clusters Score -2.660732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 197714 members 
Entering Unmasked Estep 
Score: -26607306.000000 Penalty: 6055.339355
	Iteration 68Q: 3 clusters Score -2.660731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 197725 members 
Entering Unmasked Estep 
Score: -26607320.000000 Penalty: 6055.339355
	Iteration 69Q: 3 clusters Score -2.660732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 197737 members 
Entering Unmasked Estep 
Score: -26607310.000000 Penalty: 6055.339355
	Iteration 70Q: 3 clusters Score -2.660731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 197753 members 
Entering Unmasked Estep 
Score: -26607316.000000 Penalty: 6055.339355
	Iteration 71Q: 3 clusters Score -2.660732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 197766 members 
Entering Unmasked Estep 
Score: -26607292.000000 Penalty: 6055.339355
	Iteration 72Q: 3 clusters Score -2.660729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 197780 members 
Entering Unmasked Estep 
Score: -26607306.000000 Penalty: 6055.339355
	Iteration 73Q: 3 clusters Score -2.660731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 197797 members 
Entering Unmasked Estep 
Score: -26607312.000000 Penalty: 6055.339355
	Iteration 74Q: 3 clusters Score -2.660731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 197806 members 
Entering Unmasked Estep 
Score: -26607312.000000 Penalty: 6055.339355
	Iteration 75Q: 3 clusters Score -2.660731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 197817 members 
Entering Unmasked Estep 
Score: -26607316.000000 Penalty: 6055.339355
	Iteration 76Q: 3 clusters Score -2.660732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 197833 members 
Entering Unmasked Estep 
Score: -26607324.000000 Penalty: 6055.339355
	Iteration 77Q: 3 clusters Score -2.660732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 197847 members 
Entering Unmasked Estep 
Score: -26607322.000000 Penalty: 6055.339355
	Iteration 78Q: 3 clusters Score -2.660732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 197855 members 
Entering Unmasked Estep 
Score: -26607312.000000 Penalty: 6055.339355
	Iteration 79Q: 3 clusters Score -2.660731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 197861 members 
Entering Unmasked Estep 
Score: -26607298.000000 Penalty: 6055.339355
	Iteration 80F: 3 clusters Score -2.66073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12954 members 
Mstep: Class 3 contains 21210 members 
Mstep: Class 4 contains 195017 members 
Mstep: Class 5 contains 44708 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69027 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41037 members 
Mstep: Class 14 contains 38112 members 
Mstep: Class 15 contains 49794 members 
Mstep: Class 16 contains 184077 members 
Mstep: Class 17 contains 25855 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 45488 members 
Mstep: Class 21 contains 50724 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236824.000000 Penalty: 89259.242188
Iteration 159Q: 27 clusters Score -1.332368e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 21221 members 
Mstep: Class 4 contains 195032 members 
Mstep: Class 5 contains 44699 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69070 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41032 members 
Mstep: Class 14 contains 38117 members 
Mstep: Class 15 contains 49843 members 
Mstep: Class 16 contains 183894 members 
Mstep: Class 17 contains 25872 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 45485 members 
Mstep: Class 21 contains 50735 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236952.000000 Penalty: 89259.242188
Iteration 160F: 27 clusters Score -1.33237e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12949 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 195042 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69102 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41024 members 
Mstep: Class 14 contains 38122 members 
Mstep: Class 15 contains 49891 members 
Mstep: Class 16 contains 183730 members 
Mstep: Class 17 contains 25884 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45474 members 
Mstep: Class 21 contains 50748 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236728.000000 Penalty: 89259.242188
Iteration 161Q: 27 clusters Score -1.332367e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12941 members 
Mstep: Class 3 contains 21248 members 
Mstep: Class 4 contains 195045 members 
Mstep: Class 5 contains 44699 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69131 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18108 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 41017 members 
Mstep: Class 14 contains 38127 members 
Mstep: Class 15 contains 49921 members 
Mstep: Class 16 contains 183602 members 
Mstep: Class 17 contains 25902 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 45461 members 
Mstep: Class 21 contains 50759 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236904.000000 Penalty: 89259.242188
Iteration 162Q: 27 clusters Score -1.332369e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12930 members 
Mstep: Class 3 contains 21259 members 
Mstep: Class 4 contains 195046 members 
Mstep: Class 5 contains 44698 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69161 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18114 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 41020 members 
Mstep: Class 14 contains 38134 members 
Mstep: Class 15 contains 49969 members 
Mstep: Class 16 contains 183485 members 
Mstep: Class 17 contains 25916 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45448 members 
Mstep: Class 21 contains 50761 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236864.000000 Penalty: 89259.242188
Iteration 163Q: 27 clusters Score -1.332369e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12922 members 
Mstep: Class 3 contains 21273 members 
Mstep: Class 4 contains 195050 members 
Mstep: Class 5 contains 44685 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69206 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18118 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 41009 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 50017 members 
Mstep: Class 16 contains 183415 members 
Mstep: Class 17 contains 25932 members 
Mstep: Class 18 contains 5214 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45441 members 
Mstep: Class 21 contains 50769 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236904.000000 Penalty: 89259.242188
Iteration 164Q: 27 clusters Score -1.332369e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12924 members 
Mstep: Class 3 contains 21294 members 
Mstep: Class 4 contains 195053 members 
Mstep: Class 5 contains 44680 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69232 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18133 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 40992 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 16 contains 183280 members 
Mstep: Class 17 contains 25942 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 45435 members 
Mstep: Class 21 contains 50776 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237152.000000 Penalty: 89259.242188
Iteration 165Q: 27 clusters Score -1.332372e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12936 members 
Mstep: Class 3 contains 21317 members 
Mstep: Class 4 contains 195057 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69269 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18141 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 40973 members 
Mstep: Class 14 contains 38146 members 
Mstep: Class 15 contains 50127 members 
Mstep: Class 16 contains 183148 members 
Mstep: Class 17 contains 25959 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45429 members 
Mstep: Class 21 contains 50784 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237152.000000 Penalty: 89259.242188
Iteration 166Q: 27 clusters Score -1.332372e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 12941 members 
Mstep: Class 3 contains 21331 members 
Mstep: Class 4 contains 195054 members 
Mstep: Class 5 contains 44673 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69285 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18140 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 40964 members 
Mstep: Class 14 contains 38148 members 
Mstep: Class 15 contains 50192 members 
Mstep: Class 16 contains 183053 members 
Mstep: Class 17 contains 25989 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 45427 members 
Mstep: Class 21 contains 50798 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237384.000000 Penalty: 89259.242188
Iteration 167Q: 27 clusters Score -1.332374e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 21343 members 
Mstep: Class 4 contains 195047 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18142 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 40959 members 
Mstep: Class 14 contains 38150 members 
Mstep: Class 15 contains 50240 members 
Mstep: Class 16 contains 182924 members 
Mstep: Class 17 contains 26016 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45421 members 
Mstep: Class 21 contains 50816 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237224.000000 Penalty: 89259.242188
Iteration 168Q: 27 clusters Score -1.332372e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 21353 members 
Mstep: Class 4 contains 195039 members 
Mstep: Class 5 contains 44673 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69342 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18146 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 40959 members 
Mstep: Class 14 contains 38150 members 
Mstep: Class 15 contains 50286 members 
Mstep: Class 16 contains 182779 members 
Mstep: Class 17 contains 26044 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 45419 members 
Mstep: Class 21 contains 50836 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237288.000000 Penalty: 89259.242188
Iteration 169Q: 27 clusters Score -1.332373e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12986 members 
Mstep: Class 3 contains 21362 members 
Mstep: Class 4 contains 195037 members 
Mstep: Class 5 contains 44668 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69362 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18158 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 40949 members 
Mstep: Class 14 contains 38150 members 
Mstep: Class 15 contains 50330 members 
Mstep: Class 16 contains 182683 members 
Mstep: Class 17 contains 26073 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45427 members 
Mstep: Class 21 contains 50849 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237504.000000 Penalty: 89259.242188
Iteration 170Q: 27 clusters Score -1.332375e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 21370 members 
Mstep: Class 4 contains 195039 members 
Mstep: Class 5 contains 44674 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69381 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18168 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 40944 members 
Mstep: Class 14 contains 38159 members 
Mstep: Class 15 contains 50370 members 
Mstep: Class 16 contains 182599 members 
Mstep: Class 17 contains 26103 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 20 contains 45422 members 
Mstep: Class 21 contains 50857 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237528.000000 Penalty: 89259.242188
Iteration 171Q: 27 clusters Score -1.332375e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 13006 members 
Mstep: Class 3 contains 21383 members 
Mstep: Class 4 contains 195045 members 
Mstep: Class 5 contains 44673 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69386 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 40935 members 
Mstep: Class 14 contains 38172 members 
Mstep: Class 15 contains 50428 members 
Mstep: Class 16 contains 182575 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 20 contains 45418 members 
Mstep: Class 21 contains 50867 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237984.000000 Penalty: 89259.242188
Iteration 172Q: 27 clusters Score -1.33238e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 13009 members 
Mstep: Class 3 contains 21389 members 
Mstep: Class 4 contains 195044 members 
Mstep: Class 5 contains 44670 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69389 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 40946 members 
Mstep: Class 14 contains 38186 members 
Mstep: Class 15 contains 50468 members 
Mstep: Class 16 contains 182582 members 
Mstep: Class 17 contains 26163 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 45426 members 
Mstep: Class 21 contains 50886 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237920.000000 Penalty: 89259.242188
Iteration 173Q: 27 clusters Score -1.332379e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 13005 members 
Mstep: Class 3 contains 21397 members 
Mstep: Class 4 contains 195046 members 
Mstep: Class 5 contains 44678 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69391 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18187 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 40953 members 
Mstep: Class 14 contains 38203 members 
Mstep: Class 15 contains 50516 members 
Mstep: Class 16 contains 182549 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45423 members 
Mstep: Class 21 contains 50906 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237896.000000 Penalty: 89259.242188
Iteration 174Q: 27 clusters Score -1.332379e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 21403 members 
Mstep: Class 4 contains 195052 members 
Mstep: Class 5 contains 44692 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69395 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18179 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 40947 members 
Mstep: Class 14 contains 38207 members 
Mstep: Class 15 contains 50574 members 
Mstep: Class 16 contains 182524 members 
Mstep: Class 17 contains 26201 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45417 members 
Mstep: Class 21 contains 50917 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238352.000000 Penalty: 89259.242188
Iteration 175Q: 27 clusters Score -1.332384e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 21412 members 
Mstep: Class 4 contains 195059 members 
Mstep: Class 5 contains 44692 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69415 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 40934 members 
Mstep: Class 14 contains 38210 members 
Mstep: Class 15 contains 50640 members 
Mstep: Class 16 contains 182482 members 
Mstep: Class 17 contains 26219 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45411 members 
Mstep: Class 21 contains 50920 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238384.000000 Penalty: 89259.242188
Iteration 176Q: 27 clusters Score -1.332384e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 21425 members 
Mstep: Class 4 contains 195059 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69410 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 40921 members 
Mstep: Class 14 contains 38211 members 
Mstep: Class 15 contains 50705 members 
Mstep: Class 16 contains 182440 members 
Mstep: Class 17 contains 26244 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 45401 members 
Mstep: Class 21 contains 50925 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238488.000000 Penalty: 89259.242188
Iteration 177Q: 27 clusters Score -1.332385e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 21438 members 
Mstep: Class 4 contains 195054 members 
Mstep: Class 5 contains 44705 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69398 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18160 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 40923 members 
Mstep: Class 14 contains 38218 members 
Mstep: Class 15 contains 50761 members 
Mstep: Class 16 contains 182380 members 
Mstep: Class 17 contains 26266 members 
Mstep: Class 18 contains 5190 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 50934 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238512.000000 Penalty: 89259.242188
Iteration 178Q: 27 clusters Score -1.332385e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 13003 members 
Mstep: Class 3 contains 21444 members 
Mstep: Class 4 contains 195047 members 
Mstep: Class 5 contains 44710 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69397 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18160 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 40919 members 
Mstep: Class 14 contains 38221 members 
Mstep: Class 15 contains 50797 members 
Mstep: Class 16 contains 182249 members 
Mstep: Class 17 contains 26294 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45388 members 
Mstep: Class 21 contains 50946 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2491 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238560.000000 Penalty: 89259.242188
Iteration 179Q: 27 clusters Score -1.332386e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 13013 members 
Mstep: Class 3 contains 21450 members 
Mstep: Class 4 contains 195039 members 
Mstep: Class 5 contains 44715 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69402 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18161 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 40922 members 
Mstep: Class 14 contains 38210 members 
Mstep: Class 15 contains 50843 members 
Mstep: Class 16 contains 182138 members 
Mstep: Class 17 contains 26318 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 9334 members 
Mstep: Class 20 contains 45392 members 
Mstep: Class 21 contains 50946 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238576.000000 Penalty: 89259.242188
Iteration 180F: 27 clusters Score -1.332386e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 13025 members 
Mstep: Class 3 contains 21457 members 
Mstep: Class 4 contains 195044 members 
Mstep: Class 5 contains 44718 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69395 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18157 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 40914 members 
Mstep: Class 14 contains 38205 members 
Mstep: Class 15 contains 50876 members 
Mstep: Class 16 contains 182001 members 
Mstep: Class 17 contains 26345 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45397 members 
Mstep: Class 21 contains 50956 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238592.000000 Penalty: 89259.242188
Iteration 181Q: 27 clusters Score -1.332386e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 13042 members 
Mstep: Class 3 contains 21463 members 
Mstep: Class 4 contains 195043 members 
Mstep: Class 5 contains 44721 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69370 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18162 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 40918 members 
Mstep: Class 14 contains 38206 members 
Mstep: Class 15 contains 50910 members 
Mstep: Class 16 contains 181865 members 
Mstep: Class 17 contains 26367 members 
Mstep: Class 18 contains 5186 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 45397 members 
Mstep: Class 21 contains 50954 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238768.000000 Penalty: 89259.242188
Iteration 182Q: 27 clusters Score -1.332388e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13058 members 
Mstep: Class 3 contains 21474 members 
Mstep: Class 4 contains 195041 members 
Mstep: Class 5 contains 44727 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69350 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 40915 members 
Mstep: Class 14 contains 38212 members 
Mstep: Class 15 contains 50938 members 
Mstep: Class 16 contains 181749 members 
Mstep: Class 17 contains 26382 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45401 members 
Mstep: Class 21 contains 50961 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238840.000000 Penalty: 89259.242188
Iteration 183Q: 27 clusters Score -1.332388e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 21484 members 
Mstep: Class 4 contains 195037 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69325 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18174 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 40922 members 
Mstep: Class 14 contains 38214 members 
Mstep: Class 15 contains 50970 members 
Mstep: Class 16 contains 181589 members 
Mstep: Class 17 contains 26402 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45395 members 
Mstep: Class 21 contains 50966 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238680.000000 Penalty: 89259.242188
Iteration 184Q: 27 clusters Score -1.332387e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13083 members 
Mstep: Class 3 contains 21491 members 
Mstep: Class 4 contains 195040 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69320 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18174 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 40916 members 
Mstep: Class 14 contains 38211 members 
Mstep: Class 15 contains 51015 members 
Mstep: Class 16 contains 181436 members 
Mstep: Class 17 contains 26404 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 45401 members 
Mstep: Class 21 contains 50969 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238576.000000 Penalty: 89259.242188
Iteration 185Q: 27 clusters Score -1.332386e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 13094 members 
Mstep: Class 3 contains 21507 members 
Mstep: Class 4 contains 195038 members 
Mstep: Class 5 contains 44758 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69318 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18174 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 40904 members 
Mstep: Class 14 contains 38215 members 
Mstep: Class 15 contains 51056 members 
Mstep: Class 16 contains 181278 members 
Mstep: Class 17 contains 26422 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 45399 members 
Mstep: Class 21 contains 50979 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238568.000000 Penalty: 89259.242188
Iteration 186Q: 27 clusters Score -1.332386e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13101 members 
Mstep: Class 3 contains 21518 members 
Mstep: Class 4 contains 195043 members 
Mstep: Class 5 contains 44761 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 69341 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18179 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 40887 members 
Mstep: Class 14 contains 38215 members 
Mstep: Class 15 contains 51074 members 
Mstep: Class 16 contains 181154 members 
Mstep: Class 17 contains 26443 members 
Mstep: Class 18 contains 5183 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45397 members 
Mstep: Class 21 contains 50978 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238648.000000 Penalty: 89259.242188
Iteration 187Q: 27 clusters Score -1.332386e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 13115 members 
Mstep: Class 3 contains 21536 members 
Mstep: Class 4 contains 195046 members 
Mstep: Class 5 contains 44762 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 69367 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18179 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 40882 members 
Mstep: Class 14 contains 38222 members 
Mstep: Class 15 contains 51080 members 
Mstep: Class 16 contains 181022 members 
Mstep: Class 17 contains 26456 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45402 members 
Mstep: Class 21 contains 50976 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238576.000000 Penalty: 89259.242188
Iteration 188Q: 27 clusters Score -1.332386e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 21547 members 
Mstep: Class 4 contains 195043 members 
Mstep: Class 5 contains 44760 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 69395 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 40885 members 
Mstep: Class 14 contains 38225 members 
Mstep: Class 15 contains 51083 members 
Mstep: Class 16 contains 180929 members 
Mstep: Class 17 contains 26462 members 
Mstep: Class 18 contains 5177 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45394 members 
Mstep: Class 21 contains 50976 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238480.000000 Penalty: 89259.242188
Iteration 189Q: 27 clusters Score -1.332385e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 21560 members 
Mstep: Class 4 contains 195047 members 
Mstep: Class 5 contains 44755 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69400 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18176 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 40882 members 
Mstep: Class 14 contains 38220 members 
Mstep: Class 15 contains 51096 members 
Mstep: Class 16 contains 180862 members 
Mstep: Class 17 contains 26473 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 45392 members 
Mstep: Class 21 contains 50990 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238424.000000 Penalty: 89259.242188
Iteration 190Q: 27 clusters Score -1.332384e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13169 members 
Mstep: Class 3 contains 21573 members 
Mstep: Class 4 contains 195041 members 
Mstep: Class 5 contains 44753 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69419 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18178 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 40874 members 
Mstep: Class 14 contains 38229 members 
Mstep: Class 15 contains 51108 members 
Mstep: Class 16 contains 180784 members 
Mstep: Class 17 contains 26485 members 
Mstep: Class 18 contains 5173 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 45387 members 
Mstep: Class 21 contains 51001 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238464.000000 Penalty: 89259.242188
Iteration 191Q: 27 clusters Score -1.332385e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 13185 members 
Mstep: Class 3 contains 21581 members 
Mstep: Class 4 contains 195040 members 
Mstep: Class 5 contains 44746 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 69426 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18187 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 40874 members 
Mstep: Class 14 contains 38241 members 
Mstep: Class 15 contains 51131 members 
Mstep: Class 16 contains 180692 members 
Mstep: Class 17 contains 26492 members 
Mstep: Class 18 contains 5173 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 45383 members 
Mstep: Class 21 contains 51015 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238488.000000 Penalty: 89259.242188
Iteration 192Q: 27 clusters Score -1.332385e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 13200 members 
Mstep: Class 3 contains 21590 members 
Mstep: Class 4 contains 195041 members 
Mstep: Class 5 contains 44746 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 69434 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18194 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 40867 members 
Mstep: Class 14 contains 38262 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 180593 members 
Mstep: Class 17 contains 26491 members 
Mstep: Class 18 contains 5171 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45386 members 
Mstep: Class 21 contains 51026 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238784.000000 Penalty: 89259.242188
Iteration 193Q: 27 clusters Score -1.332388e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13216 members 
Mstep: Class 3 contains 21603 members 
Mstep: Class 4 contains 195049 members 
Mstep: Class 5 contains 44732 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69441 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18199 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 40860 members 
Mstep: Class 14 contains 38271 members 
Mstep: Class 15 contains 51192 members 
Mstep: Class 16 contains 180471 members 
Mstep: Class 17 contains 26503 members 
Mstep: Class 18 contains 5170 members 
Mstep: Class 19 contains 9334 members 
Mstep: Class 20 contains 45392 members 
Mstep: Class 21 contains 51041 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2498 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238584.000000 Penalty: 89259.242188
Iteration 194Q: 27 clusters Score -1.332386e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13233 members 
Mstep: Class 3 contains 21611 members 
Mstep: Class 4 contains 195055 members 
Mstep: Class 5 contains 44736 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69443 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18205 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 40856 members 
Mstep: Class 14 contains 38279 members 
Mstep: Class 15 contains 51214 members 
Mstep: Class 16 contains 180380 members 
Mstep: Class 17 contains 26504 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45386 members 
Mstep: Class 21 contains 51059 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238528.000000 Penalty: 89259.242188
Iteration 195Q: 27 clusters Score -1.332385e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 13252 members 
Mstep: Class 3 contains 21623 members 
Mstep: Class 4 contains 195058 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69453 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 40855 members 
Mstep: Class 14 contains 38284 members 
Mstep: Class 15 contains 51234 members 
Mstep: Class 16 contains 180295 members 
Mstep: Class 17 contains 26503 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 51076 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238640.000000 Penalty: 89259.242188
Iteration 196Q: 27 clusters Score -1.332386e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 13276 members 
Mstep: Class 3 contains 21632 members 
Mstep: Class 4 contains 195064 members 
Mstep: Class 5 contains 44768 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69472 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18213 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 40842 members 
Mstep: Class 14 contains 38284 members 
Mstep: Class 15 contains 51249 members 
Mstep: Class 16 contains 180236 members 
Mstep: Class 17 contains 26507 members 
Mstep: Class 18 contains 5167 members 
Mstep: Class 19 contains 9334 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 51091 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238528.000000 Penalty: 89259.242188
Iteration 197Q: 27 clusters Score -1.332385e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 13300 members 
Mstep: Class 3 contains 21639 members 
Mstep: Class 4 contains 195073 members 
Mstep: Class 5 contains 44775 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69489 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18217 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 40832 members 
Mstep: Class 14 contains 38297 members 
Mstep: Class 15 contains 51259 members 
Mstep: Class 16 contains 180183 members 
Mstep: Class 17 contains 26516 members 
Mstep: Class 18 contains 5167 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45384 members 
Mstep: Class 21 contains 51094 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238640.000000 Penalty: 89259.242188
Iteration 198Q: 27 clusters Score -1.332386e+08 nChanged 766
Entering ConstructFrom: 
Score: -133238640.000000 Penalty: 89259.242188
Entering ConstructFrom: 
Trying to split cluster 1 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -596596.812500 Penalty: 2098.076904
	Iteration 0F: 2 clusters Score -596596.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -592253.250000 Penalty: 4196.153809
	Iteration 0F: 3 clusters Score -592253.2 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -593682.562500 Penalty: 4196.153809
	Iteration 1F: 3 clusters Score -593682.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -594650.625000 Penalty: 4196.153809
	Iteration 2F: 3 clusters Score -594650.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -595479.750000 Penalty: 4196.153809
	Iteration 3F: 3 clusters Score -595479.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -595996.687500 Penalty: 4196.153809
	Iteration 4F: 3 clusters Score -595996.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -596227.375000 Penalty: 4196.153809
	Iteration 5F: 3 clusters Score -596227.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -596336.625000 Penalty: 4196.153809
	Iteration 6Q: 3 clusters Score -596336.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -596404.250000 Penalty: 4196.153809
	Iteration 7Q: 3 clusters Score -596404.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -596442.875000 Penalty: 4196.153809
	Iteration 8Q: 3 clusters Score -596442.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -596468.750000 Penalty: 4196.153809
	Iteration 9Q: 3 clusters Score -596468.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -596490.562500 Penalty: 4196.153809
	Iteration 10Q: 3 clusters Score -596490.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -596513.750000 Penalty: 4196.153809
	Iteration 11Q: 3 clusters Score -596513.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -596533.375000 Penalty: 4196.153809
	Iteration 12Q: 3 clusters Score -596533.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -596552.062500 Penalty: 4196.153809
	Iteration 13Q: 3 clusters Score -596552.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -596572.812500 Penalty: 4196.153809
	Iteration 14Q: 3 clusters Score -596572.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -596596.625000 Penalty: 4196.153809
	Iteration 15Q: 3 clusters Score -596596.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -596621.812500 Penalty: 4196.153809
	Iteration 16Q: 3 clusters Score -596621.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -596655.437500 Penalty: 4196.153809
	Iteration 17Q: 3 clusters Score -596655.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -596694.625000 Penalty: 4196.153809
	Iteration 18Q: 3 clusters Score -596694.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -596770.875000 Penalty: 4196.153809
	Iteration 19Q: 3 clusters Score -596770.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -596900.500000 Penalty: 4196.153809
	Iteration 20F: 3 clusters Score -596900.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -597056.250000 Penalty: 4196.153809
	Iteration 21Q: 3 clusters Score -597056.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -597197.125000 Penalty: 4196.153809
	Iteration 22Q: 3 clusters Score -597197.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -597270.125000 Penalty: 4196.153809
	Iteration 23Q: 3 clusters Score -597270.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -597308.937500 Penalty: 4196.153809
	Iteration 24Q: 3 clusters Score -597308.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -597332.125000 Penalty: 4196.153809
	Iteration 25Q: 3 clusters Score -597332.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -597349.125000 Penalty: 4196.153809
	Iteration 26Q: 3 clusters Score -597349.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -597365.687500 Penalty: 4196.153809
	Iteration 27Q: 3 clusters Score -597365.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -597387.937500 Penalty: 4196.153809
	Iteration 28Q: 3 clusters Score -597387.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -597430.250000 Penalty: 4196.153809
	Iteration 29Q: 3 clusters Score -597430.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -597511.500000 Penalty: 4196.153809
	Iteration 30Q: 3 clusters Score -597511.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -597567.437500 Penalty: 4196.153809
	Iteration 31Q: 3 clusters Score -597567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -597571.062500 Penalty: 4196.153809
	Iteration 32Q: 3 clusters Score -597571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -597572.187500 Penalty: 4196.153809
	Iteration 33Q: 3 clusters Score -597572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -597572.250000 Penalty: 4196.153809
	Iteration 34Q: 3 clusters Score -597572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -597574.625000 Penalty: 4196.153809
	Iteration 35Q: 3 clusters Score -597574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -597573.875000 Penalty: 4196.153809
	Iteration 36Q: 3 clusters Score -597573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -597573.875000 Penalty: 4196.153809
	Iteration 37F: 3 clusters Score -597573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13322 members 
Mstep: Class 3 contains 21646 members 
Mstep: Class 4 contains 195084 members 
Mstep: Class 5 contains 44786 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69502 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 40828 members 
Mstep: Class 14 contains 38297 members 
Mstep: Class 15 contains 51268 members 
Mstep: Class 16 contains 180153 members 
Mstep: Class 17 contains 26524 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 51109 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200495 members 
Mstep: Class 27 contains 3510 members 
Entering Unmasked Estep 
Score: -133238296.000000 Penalty: 92692.289062
Splitting cluster 1 changes total score from -133238640.000000 to -133238296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1798597.000000 Penalty: 2355.298828
	Iteration 0F: 2 clusters Score -1798597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1788781.875000 Penalty: 4710.597656
	Iteration 0F: 3 clusters Score -1788782 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1791702.500000 Penalty: 4710.597656
	Iteration 1F: 3 clusters Score -1791702 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1791966.000000 Penalty: 4710.597656
	Iteration 2F: 3 clusters Score -1791966 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1792188.125000 Penalty: 4710.597656
	Iteration 3Q: 3 clusters Score -1792188 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1792438.500000 Penalty: 4710.597656
	Iteration 4Q: 3 clusters Score -1792438 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1792769.000000 Penalty: 4710.597656
	Iteration 5Q: 3 clusters Score -1792769 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1793136.875000 Penalty: 4710.597656
	Iteration 6Q: 3 clusters Score -1793137 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1793551.375000 Penalty: 4710.597656
	Iteration 7F: 3 clusters Score -1793551 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1794076.625000 Penalty: 4710.597656
	Iteration 8F: 3 clusters Score -1794077 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1794699.875000 Penalty: 4710.597656
	Iteration 9F: 3 clusters Score -1794700 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1795361.875000 Penalty: 4710.597656
	Iteration 10F: 3 clusters Score -1795362 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1795956.375000 Penalty: 4710.597656
	Iteration 11F: 3 clusters Score -1795956 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1796379.000000 Penalty: 4710.597656
	Iteration 12Q: 3 clusters Score -1796379 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1796661.000000 Penalty: 4710.597656
	Iteration 13Q: 3 clusters Score -1796661 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1796893.375000 Penalty: 4710.597656
	Iteration 14Q: 3 clusters Score -1796893 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1797032.000000 Penalty: 4710.597656
	Iteration 15Q: 3 clusters Score -1797032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1797124.500000 Penalty: 4710.597656
	Iteration 16Q: 3 clusters Score -1797124 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1797189.500000 Penalty: 4710.597656
	Iteration 17Q: 3 clusters Score -1797190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1797247.250000 Penalty: 4710.597656
	Iteration 18Q: 3 clusters Score -1797247 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1797272.125000 Penalty: 4710.597656
	Iteration 19Q: 3 clusters Score -1797272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1797293.250000 Penalty: 4710.597656
	Iteration 20F: 3 clusters Score -1797293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1797304.375000 Penalty: 4710.597656
	Iteration 21Q: 3 clusters Score -1797304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1797319.500000 Penalty: 4710.597656
	Iteration 22Q: 3 clusters Score -1797320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1797334.500000 Penalty: 4710.597656
	Iteration 23Q: 3 clusters Score -1797334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1797344.250000 Penalty: 4710.597656
	Iteration 24Q: 3 clusters Score -1797344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1797351.375000 Penalty: 4710.597656
	Iteration 25Q: 3 clusters Score -1797351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1797356.375000 Penalty: 4710.597656
	Iteration 26Q: 3 clusters Score -1797356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1797363.500000 Penalty: 4710.597656
	Iteration 27Q: 3 clusters Score -1797364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1797364.625000 Penalty: 4710.597656
	Iteration 28Q: 3 clusters Score -1797365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1797370.000000 Penalty: 4710.597656
	Iteration 29Q: 3 clusters Score -1797370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1797374.625000 Penalty: 4710.597656
	Iteration 30Q: 3 clusters Score -1797375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1797376.375000 Penalty: 4710.597656
	Iteration 31Q: 3 clusters Score -1797376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1797376.625000 Penalty: 4710.597656
	Iteration 32Q: 3 clusters Score -1797377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1797376.625000 Penalty: 4710.597656
	Iteration 33Q: 3 clusters Score -1797377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1797376.625000 Penalty: 4710.597656
	Iteration 34F: 3 clusters Score -1797377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Entering Unmasked Estep 
Score: -2699759.250000 Penalty: 2475.678955
	Iteration 0F: 2 clusters Score -2699759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2684638.750000 Penalty: 4951.357910
	Iteration 0F: 3 clusters Score -2684639 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2689933.500000 Penalty: 4951.357910
	Iteration 1F: 3 clusters Score -2689934 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2690405.500000 Penalty: 4951.357910
	Iteration 2F: 3 clusters Score -2690406 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2690892.000000 Penalty: 4951.357910
	Iteration 3F: 3 clusters Score -2690892 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2691447.000000 Penalty: 4951.357910
	Iteration 4F: 3 clusters Score -2691447 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2692120.000000 Penalty: 4951.357910
	Iteration 5F: 3 clusters Score -2692120 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2692934.250000 Penalty: 4951.357910
	Iteration 6F: 3 clusters Score -2692934 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2693851.750000 Penalty: 4951.357910
	Iteration 7F: 3 clusters Score -2693852 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2694850.500000 Penalty: 4951.357910
	Iteration 8F: 3 clusters Score -2694850 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2695788.500000 Penalty: 4951.357910
	Iteration 9F: 3 clusters Score -2695788 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2696480.500000 Penalty: 4951.357910
	Iteration 10Q: 3 clusters Score -2696480 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2696947.750000 Penalty: 4951.357910
	Iteration 11Q: 3 clusters Score -2696948 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2697232.250000 Penalty: 4951.357910
	Iteration 12Q: 3 clusters Score -2697232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2697400.750000 Penalty: 4951.357910
	Iteration 13Q: 3 clusters Score -2697401 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2697501.750000 Penalty: 4951.357910
	Iteration 14Q: 3 clusters Score -2697502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2697570.500000 Penalty: 4951.357910
	Iteration 15Q: 3 clusters Score -2697570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2697606.750000 Penalty: 4951.357910
	Iteration 16Q: 3 clusters Score -2697607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2697631.000000 Penalty: 4951.357910
	Iteration 17Q: 3 clusters Score -2697631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2697644.750000 Penalty: 4951.357910
	Iteration 18Q: 3 clusters Score -2697645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2697653.250000 Penalty: 4951.357910
	Iteration 19Q: 3 clusters Score -2697653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2697656.750000 Penalty: 4951.357910
	Iteration 20F: 3 clusters Score -2697657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2697660.500000 Penalty: 4951.357910
	Iteration 21Q: 3 clusters Score -2697660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2697665.250000 Penalty: 4951.357910
	Iteration 22Q: 3 clusters Score -2697665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2697662.000000 Penalty: 4951.357910
	Iteration 23Q: 3 clusters Score -2697662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2697662.000000 Penalty: 4951.357910
	Iteration 24F: 3 clusters Score -2697662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (195084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195084 members 
Entering Unmasked Estep 
Score: -25788972.000000 Penalty: 3020.934082
	Iteration 0F: 2 clusters Score -2.578897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97768 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -25681034.000000 Penalty: 6041.868164
	Iteration 0F: 3 clusters Score -2.568103e+07 nChanged 93773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -25735536.000000 Penalty: 6041.868164
	Iteration 1F: 3 clusters Score -2.573554e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -25736820.000000 Penalty: 6041.868164
	Iteration 2Q: 3 clusters Score -2.573682e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106783 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -25738638.000000 Penalty: 6041.868164
	Iteration 3Q: 3 clusters Score -2.573864e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111123 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -25741498.000000 Penalty: 6041.868164
	Iteration 4Q: 3 clusters Score -2.57415e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116962 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -25745810.000000 Penalty: 6041.868164
	Iteration 5Q: 3 clusters Score -2.574581e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -25752646.000000 Penalty: 6041.868164
	Iteration 6F: 3 clusters Score -2.575265e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131828 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -25760654.000000 Penalty: 6041.868164
	Iteration 7F: 3 clusters Score -2.576065e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137521 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -25767978.000000 Penalty: 6041.868164
	Iteration 8F: 3 clusters Score -2.576798e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140765 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -25772636.000000 Penalty: 6041.868164
	Iteration 9F: 3 clusters Score -2.577264e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142256 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -25774824.000000 Penalty: 6041.868164
	Iteration 10Q: 3 clusters Score -2.577482e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143057 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -25775684.000000 Penalty: 6041.868164
	Iteration 11Q: 3 clusters Score -2.577568e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143622 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -25775814.000000 Penalty: 6041.868164
	Iteration 12Q: 3 clusters Score -2.577581e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144044 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -25775910.000000 Penalty: 6041.868164
	Iteration 13Q: 3 clusters Score -2.577591e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144328 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -25775870.000000 Penalty: 6041.868164
	Iteration 14Q: 3 clusters Score -2.577587e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -25775826.000000 Penalty: 6041.868164
	Iteration 15Q: 3 clusters Score -2.577583e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144762 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -25775804.000000 Penalty: 6041.868164
	Iteration 16Q: 3 clusters Score -2.57758e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144951 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -25775956.000000 Penalty: 6041.868164
	Iteration 17Q: 3 clusters Score -2.577596e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145110 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -25776080.000000 Penalty: 6041.868164
	Iteration 18Q: 3 clusters Score -2.577608e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145197 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -25775974.000000 Penalty: 6041.868164
	Iteration 19Q: 3 clusters Score -2.577597e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -25775920.000000 Penalty: 6041.868164
	Iteration 20F: 3 clusters Score -2.577592e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145287 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -25775882.000000 Penalty: 6041.868164
	Iteration 21Q: 3 clusters Score -2.577588e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145287 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -25775926.000000 Penalty: 6041.868164
	Iteration 22Q: 3 clusters Score -2.577593e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145267 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -25775964.000000 Penalty: 6041.868164
	Iteration 23Q: 3 clusters Score -2.577596e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145210 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -25776000.000000 Penalty: 6041.868164
	Iteration 24Q: 3 clusters Score -2.5776e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145117 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -25776028.000000 Penalty: 6041.868164
	Iteration 25Q: 3 clusters Score -2.577603e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -25776112.000000 Penalty: 6041.868164
	Iteration 26Q: 3 clusters Score -2.577611e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144780 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -25776112.000000 Penalty: 6041.868164
	Iteration 27Q: 3 clusters Score -2.577611e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144636 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -25776242.000000 Penalty: 6041.868164
	Iteration 28Q: 3 clusters Score -2.577624e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144427 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -25776356.000000 Penalty: 6041.868164
	Iteration 29Q: 3 clusters Score -2.577636e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144228 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -25776344.000000 Penalty: 6041.868164
	Iteration 30Q: 3 clusters Score -2.577634e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143975 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -25776276.000000 Penalty: 6041.868164
	Iteration 31Q: 3 clusters Score -2.577628e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143735 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -25776240.000000 Penalty: 6041.868164
	Iteration 32Q: 3 clusters Score -2.577624e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143456 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -25776256.000000 Penalty: 6041.868164
	Iteration 33Q: 3 clusters Score -2.577626e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143139 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -25776142.000000 Penalty: 6041.868164
	Iteration 34Q: 3 clusters Score -2.577614e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -25776174.000000 Penalty: 6041.868164
	Iteration 35Q: 3 clusters Score -2.577617e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142421 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -25776194.000000 Penalty: 6041.868164
	Iteration 36Q: 3 clusters Score -2.577619e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142052 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -25776190.000000 Penalty: 6041.868164
	Iteration 37Q: 3 clusters Score -2.577619e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141713 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -25776242.000000 Penalty: 6041.868164
	Iteration 38Q: 3 clusters Score -2.577624e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -25776316.000000 Penalty: 6041.868164
	Iteration 39Q: 3 clusters Score -2.577632e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141014 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -25776344.000000 Penalty: 6041.868164
	Iteration 40F: 3 clusters Score -2.577634e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140617 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -25776164.000000 Penalty: 6041.868164
	Iteration 41Q: 3 clusters Score -2.577616e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140212 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -25776148.000000 Penalty: 6041.868164
	Iteration 42Q: 3 clusters Score -2.577615e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139762 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -25776222.000000 Penalty: 6041.868164
	Iteration 43Q: 3 clusters Score -2.577622e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139242 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -25776282.000000 Penalty: 6041.868164
	Iteration 44Q: 3 clusters Score -2.577628e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138700 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -25776240.000000 Penalty: 6041.868164
	Iteration 45Q: 3 clusters Score -2.577624e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138148 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -25776210.000000 Penalty: 6041.868164
	Iteration 46Q: 3 clusters Score -2.577621e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137626 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -25776234.000000 Penalty: 6041.868164
	Iteration 47Q: 3 clusters Score -2.577623e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137120 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -25776332.000000 Penalty: 6041.868164
	Iteration 48Q: 3 clusters Score -2.577633e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136578 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -25776372.000000 Penalty: 6041.868164
	Iteration 49Q: 3 clusters Score -2.577637e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136006 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -25776364.000000 Penalty: 6041.868164
	Iteration 50Q: 3 clusters Score -2.577636e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135382 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -25776332.000000 Penalty: 6041.868164
	Iteration 51Q: 3 clusters Score -2.577633e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134816 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -25776316.000000 Penalty: 6041.868164
	Iteration 52Q: 3 clusters Score -2.577632e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -25776370.000000 Penalty: 6041.868164
	Iteration 53Q: 3 clusters Score -2.577637e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133596 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -25776476.000000 Penalty: 6041.868164
	Iteration 54Q: 3 clusters Score -2.577648e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133029 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -25776562.000000 Penalty: 6041.868164
	Iteration 55Q: 3 clusters Score -2.577656e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132458 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -25776616.000000 Penalty: 6041.868164
	Iteration 56Q: 3 clusters Score -2.577662e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131890 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -25776606.000000 Penalty: 6041.868164
	Iteration 57Q: 3 clusters Score -2.577661e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131344 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -25776670.000000 Penalty: 6041.868164
	Iteration 58Q: 3 clusters Score -2.577667e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130835 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -25776670.000000 Penalty: 6041.868164
	Iteration 59Q: 3 clusters Score -2.577667e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130325 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -25776566.000000 Penalty: 6041.868164
	Iteration 60F: 3 clusters Score -2.577657e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -25776494.000000 Penalty: 6041.868164
	Iteration 61Q: 3 clusters Score -2.577649e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -25776610.000000 Penalty: 6041.868164
	Iteration 62Q: 3 clusters Score -2.577661e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128810 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -25776616.000000 Penalty: 6041.868164
	Iteration 63Q: 3 clusters Score -2.577662e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128278 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -25776596.000000 Penalty: 6041.868164
	Iteration 64Q: 3 clusters Score -2.57766e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127753 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -25776618.000000 Penalty: 6041.868164
	Iteration 65Q: 3 clusters Score -2.577662e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -25776696.000000 Penalty: 6041.868164
	Iteration 66Q: 3 clusters Score -2.57767e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126687 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -25776784.000000 Penalty: 6041.868164
	Iteration 67Q: 3 clusters Score -2.577678e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126127 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -25776768.000000 Penalty: 6041.868164
	Iteration 68Q: 3 clusters Score -2.577677e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125515 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -25776856.000000 Penalty: 6041.868164
	Iteration 69Q: 3 clusters Score -2.577686e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -25776964.000000 Penalty: 6041.868164
	Iteration 70Q: 3 clusters Score -2.577696e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124257 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -25777060.000000 Penalty: 6041.868164
	Iteration 71Q: 3 clusters Score -2.577706e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123574 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -25777092.000000 Penalty: 6041.868164
	Iteration 72Q: 3 clusters Score -2.577709e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122909 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -25777176.000000 Penalty: 6041.868164
	Iteration 73Q: 3 clusters Score -2.577718e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -25777184.000000 Penalty: 6041.868164
	Iteration 74Q: 3 clusters Score -2.577718e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -25777284.000000 Penalty: 6041.868164
	Iteration 75Q: 3 clusters Score -2.577728e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -25777394.000000 Penalty: 6041.868164
	Iteration 76Q: 3 clusters Score -2.577739e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120391 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -25777588.000000 Penalty: 6041.868164
	Iteration 77Q: 3 clusters Score -2.577759e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -25777736.000000 Penalty: 6041.868164
	Iteration 78Q: 3 clusters Score -2.577774e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119185 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -25777848.000000 Penalty: 6041.868164
	Iteration 79Q: 3 clusters Score -2.577785e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -25778016.000000 Penalty: 6041.868164
	Iteration 80F: 3 clusters Score -2.577802e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -25778202.000000 Penalty: 6041.868164
	Iteration 81Q: 3 clusters Score -2.57782e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -25778326.000000 Penalty: 6041.868164
	Iteration 82Q: 3 clusters Score -2.577833e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 78646 members 
Entering Unmasked Estep 
Score: -25778698.000000 Penalty: 6041.868164
	Iteration 83Q: 3 clusters Score -2.57787e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -25779024.000000 Penalty: 6041.868164
	Iteration 84Q: 3 clusters Score -2.577902e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -25779244.000000 Penalty: 6041.868164
	Iteration 85Q: 3 clusters Score -2.577924e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -25779560.000000 Penalty: 6041.868164
	Iteration 86Q: 3 clusters Score -2.577956e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113154 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -25779928.000000 Penalty: 6041.868164
	Iteration 87Q: 3 clusters Score -2.577993e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -25780164.000000 Penalty: 6041.868164
	Iteration 88Q: 3 clusters Score -2.578016e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111178 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -25780528.000000 Penalty: 6041.868164
	Iteration 89Q: 3 clusters Score -2.578053e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -25780840.000000 Penalty: 6041.868164
	Iteration 90Q: 3 clusters Score -2.578084e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -25781232.000000 Penalty: 6041.868164
	Iteration 91Q: 3 clusters Score -2.578123e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107683 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -25781708.000000 Penalty: 6041.868164
	Iteration 92Q: 3 clusters Score -2.578171e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106328 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -25782150.000000 Penalty: 6041.868164
	Iteration 93Q: 3 clusters Score -2.578215e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -25782914.000000 Penalty: 6041.868164
	Iteration 94Q: 3 clusters Score -2.578291e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -25783624.000000 Penalty: 6041.868164
	Iteration 95Q: 3 clusters Score -2.578362e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102346 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -25784304.000000 Penalty: 6041.868164
	Iteration 96Q: 3 clusters Score -2.57843e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -25784780.000000 Penalty: 6041.868164
	Iteration 97Q: 3 clusters Score -2.578478e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -25785434.000000 Penalty: 6041.868164
	Iteration 98Q: 3 clusters Score -2.578543e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98596 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -25785928.000000 Penalty: 6041.868164
	Iteration 99Q: 3 clusters Score -2.578593e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -25786608.000000 Penalty: 6041.868164
	Iteration 100F: 3 clusters Score -2.578661e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 98880 members 
Entering Unmasked Estep 
Score: -25786934.000000 Penalty: 6041.868164
	Iteration 101Q: 3 clusters Score -2.578693e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -25787136.000000 Penalty: 6041.868164
	Iteration 102Q: 3 clusters Score -2.578714e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -25787436.000000 Penalty: 6041.868164
	Iteration 103Q: 3 clusters Score -2.578744e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 102449 members 
Entering Unmasked Estep 
Score: -25787714.000000 Penalty: 6041.868164
	Iteration 104Q: 3 clusters Score -2.578771e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 103648 members 
Entering Unmasked Estep 
Score: -25787842.000000 Penalty: 6041.868164
	Iteration 105Q: 3 clusters Score -2.578784e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 104870 members 
Entering Unmasked Estep 
Score: -25788152.000000 Penalty: 6041.868164
	Iteration 106Q: 3 clusters Score -2.578815e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -25788300.000000 Penalty: 6041.868164
	Iteration 107Q: 3 clusters Score -2.57883e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 107414 members 
Entering Unmasked Estep 
Score: -25788480.000000 Penalty: 6041.868164
	Iteration 108Q: 3 clusters Score -2.578848e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -25788582.000000 Penalty: 6041.868164
	Iteration 109Q: 3 clusters Score -2.578858e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -25788828.000000 Penalty: 6041.868164
	Iteration 110Q: 3 clusters Score -2.578883e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 111065 members 
Entering Unmasked Estep 
Score: -25788834.000000 Penalty: 6041.868164
	Iteration 111Q: 3 clusters Score -2.578883e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -25788796.000000 Penalty: 6041.868164
	Iteration 112Q: 3 clusters Score -2.57888e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 113479 members 
Entering Unmasked Estep 
Score: -25788848.000000 Penalty: 6041.868164
	Iteration 113Q: 3 clusters Score -2.578885e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 114701 members 
Entering Unmasked Estep 
Score: -25788972.000000 Penalty: 6041.868164
	Iteration 114Q: 3 clusters Score -2.578897e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -25789126.000000 Penalty: 6041.868164
	Iteration 115Q: 3 clusters Score -2.578913e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 117113 members 
Entering Unmasked Estep 
Score: -25789230.000000 Penalty: 6041.868164
	Iteration 116Q: 3 clusters Score -2.578923e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -25789260.000000 Penalty: 6041.868164
	Iteration 117Q: 3 clusters Score -2.578926e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 119419 members 
Entering Unmasked Estep 
Score: -25789446.000000 Penalty: 6041.868164
	Iteration 118Q: 3 clusters Score -2.578945e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -25789482.000000 Penalty: 6041.868164
	Iteration 119Q: 3 clusters Score -2.578948e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 121864 members 
Entering Unmasked Estep 
Score: -25789622.000000 Penalty: 6041.868164
	Iteration 120F: 3 clusters Score -2.578962e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 123100 members 
Entering Unmasked Estep 
Score: -25789616.000000 Penalty: 6041.868164
	Iteration 121Q: 3 clusters Score -2.578962e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 124302 members 
Entering Unmasked Estep 
Score: -25789578.000000 Penalty: 6041.868164
	Iteration 122Q: 3 clusters Score -2.578958e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69597 members 
Mstep: Class 2 contains 125487 members 
Entering Unmasked Estep 
Score: -25789608.000000 Penalty: 6041.868164
	Iteration 123Q: 3 clusters Score -2.578961e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 126638 members 
Entering Unmasked Estep 
Score: -25789662.000000 Penalty: 6041.868164
	Iteration 124Q: 3 clusters Score -2.578966e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 127795 members 
Entering Unmasked Estep 
Score: -25789596.000000 Penalty: 6041.868164
	Iteration 125Q: 3 clusters Score -2.57896e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 128915 members 
Entering Unmasked Estep 
Score: -25789644.000000 Penalty: 6041.868164
	Iteration 126Q: 3 clusters Score -2.578964e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -25789652.000000 Penalty: 6041.868164
	Iteration 127Q: 3 clusters Score -2.578965e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 131403 members 
Entering Unmasked Estep 
Score: -25789688.000000 Penalty: 6041.868164
	Iteration 128Q: 3 clusters Score -2.578969e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 132721 members 
Entering Unmasked Estep 
Score: -25789762.000000 Penalty: 6041.868164
	Iteration 129Q: 3 clusters Score -2.578976e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 134054 members 
Entering Unmasked Estep 
Score: -25789930.000000 Penalty: 6041.868164
	Iteration 130Q: 3 clusters Score -2.578993e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -25790046.000000 Penalty: 6041.868164
	Iteration 131Q: 3 clusters Score -2.579005e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 136645 members 
Entering Unmasked Estep 
Score: -25790180.000000 Penalty: 6041.868164
	Iteration 132Q: 3 clusters Score -2.579018e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 138010 members 
Entering Unmasked Estep 
Score: -25790264.000000 Penalty: 6041.868164
	Iteration 133Q: 3 clusters Score -2.579026e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 139467 members 
Entering Unmasked Estep 
Score: -25790300.000000 Penalty: 6041.868164
	Iteration 134Q: 3 clusters Score -2.57903e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 140954 members 
Entering Unmasked Estep 
Score: -25790422.000000 Penalty: 6041.868164
	Iteration 135Q: 3 clusters Score -2.579042e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 142388 members 
Entering Unmasked Estep 
Score: -25790596.000000 Penalty: 6041.868164
	Iteration 136Q: 3 clusters Score -2.57906e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 143766 members 
Entering Unmasked Estep 
Score: -25790642.000000 Penalty: 6041.868164
	Iteration 137Q: 3 clusters Score -2.579064e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -25790660.000000 Penalty: 6041.868164
	Iteration 138Q: 3 clusters Score -2.579066e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 146445 members 
Entering Unmasked Estep 
Score: -25790782.000000 Penalty: 6041.868164
	Iteration 139Q: 3 clusters Score -2.579078e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 147793 members 
Entering Unmasked Estep 
Score: -25790900.000000 Penalty: 6041.868164
	Iteration 140F: 3 clusters Score -2.57909e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 149230 members 
Entering Unmasked Estep 
Score: -25791100.000000 Penalty: 6041.868164
	Iteration 141Q: 3 clusters Score -2.57911e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 150720 members 
Entering Unmasked Estep 
Score: -25791288.000000 Penalty: 6041.868164
	Iteration 142Q: 3 clusters Score -2.579129e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 152220 members 
Entering Unmasked Estep 
Score: -25791538.000000 Penalty: 6041.868164
	Iteration 143Q: 3 clusters Score -2.579154e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 153818 members 
Entering Unmasked Estep 
Score: -25791956.000000 Penalty: 6041.868164
	Iteration 144Q: 3 clusters Score -2.579196e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 155467 members 
Entering Unmasked Estep 
Score: -25792366.000000 Penalty: 6041.868164
	Iteration 145Q: 3 clusters Score -2.579237e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 157174 members 
Entering Unmasked Estep 
Score: -25792572.000000 Penalty: 6041.868164
	Iteration 146Q: 3 clusters Score -2.579257e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 158894 members 
Entering Unmasked Estep 
Score: -25792762.000000 Penalty: 6041.868164
	Iteration 147Q: 3 clusters Score -2.579276e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 160570 members 
Entering Unmasked Estep 
Score: -25793032.000000 Penalty: 6041.868164
	Iteration 148Q: 3 clusters Score -2.579303e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 162270 members 
Entering Unmasked Estep 
Score: -25793140.000000 Penalty: 6041.868164
	Iteration 149Q: 3 clusters Score -2.579314e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -25793380.000000 Penalty: 6041.868164
	Iteration 150Q: 3 clusters Score -2.579338e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 165535 members 
Entering Unmasked Estep 
Score: -25793536.000000 Penalty: 6041.868164
	Iteration 151Q: 3 clusters Score -2.579354e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 167087 members 
Entering Unmasked Estep 
Score: -25793536.000000 Penalty: 6041.868164
	Iteration 152Q: 3 clusters Score -2.579354e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 168606 members 
Entering Unmasked Estep 
Score: -25793498.000000 Penalty: 6041.868164
	Iteration 153Q: 3 clusters Score -2.57935e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 170072 members 
Entering Unmasked Estep 
Score: -25793506.000000 Penalty: 6041.868164
	Iteration 154Q: 3 clusters Score -2.579351e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -25793496.000000 Penalty: 6041.868164
	Iteration 155Q: 3 clusters Score -2.57935e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 172729 members 
Entering Unmasked Estep 
Score: -25793390.000000 Penalty: 6041.868164
	Iteration 156Q: 3 clusters Score -2.579339e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 173958 members 
Entering Unmasked Estep 
Score: -25793128.000000 Penalty: 6041.868164
	Iteration 157Q: 3 clusters Score -2.579313e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 175168 members 
Entering Unmasked Estep 
Score: -25792994.000000 Penalty: 6041.868164
	Iteration 158Q: 3 clusters Score -2.579299e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 176384 members 
Entering Unmasked Estep 
Score: -25792714.000000 Penalty: 6041.868164
	Iteration 159Q: 3 clusters Score -2.579271e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 177628 members 
Entering Unmasked Estep 
Score: -25792446.000000 Penalty: 6041.868164
	Iteration 160F: 3 clusters Score -2.579245e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 178790 members 
Entering Unmasked Estep 
Score: -25792202.000000 Penalty: 6041.868164
	Iteration 161Q: 3 clusters Score -2.57922e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 179883 members 
Entering Unmasked Estep 
Score: -25791914.000000 Penalty: 6041.868164
	Iteration 162Q: 3 clusters Score -2.579191e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 180871 members 
Entering Unmasked Estep 
Score: -25791750.000000 Penalty: 6041.868164
	Iteration 163Q: 3 clusters Score -2.579175e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 181762 members 
Entering Unmasked Estep 
Score: -25791480.000000 Penalty: 6041.868164
	Iteration 164Q: 3 clusters Score -2.579148e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 182582 members 
Entering Unmasked Estep 
Score: -25791294.000000 Penalty: 6041.868164
	Iteration 165Q: 3 clusters Score -2.579129e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 183318 members 
Entering Unmasked Estep 
Score: -25790994.000000 Penalty: 6041.868164
	Iteration 166Q: 3 clusters Score -2.579099e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 184011 members 
Entering Unmasked Estep 
Score: -25790864.000000 Penalty: 6041.868164
	Iteration 167Q: 3 clusters Score -2.579086e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 184677 members 
Entering Unmasked Estep 
Score: -25790668.000000 Penalty: 6041.868164
	Iteration 168Q: 3 clusters Score -2.579067e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 185239 members 
Entering Unmasked Estep 
Score: -25790514.000000 Penalty: 6041.868164
	Iteration 169Q: 3 clusters Score -2.579051e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 185720 members 
Entering Unmasked Estep 
Score: -25790324.000000 Penalty: 6041.868164
	Iteration 170Q: 3 clusters Score -2.579032e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 186192 members 
Entering Unmasked Estep 
Score: -25790244.000000 Penalty: 6041.868164
	Iteration 171Q: 3 clusters Score -2.579024e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 186644 members 
Entering Unmasked Estep 
Score: -25790150.000000 Penalty: 6041.868164
	Iteration 172Q: 3 clusters Score -2.579015e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 187070 members 
Entering Unmasked Estep 
Score: -25790016.000000 Penalty: 6041.868164
	Iteration 173Q: 3 clusters Score -2.579002e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 187467 members 
Entering Unmasked Estep 
Score: -25789852.000000 Penalty: 6041.868164
	Iteration 174Q: 3 clusters Score -2.578985e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 187836 members 
Entering Unmasked Estep 
Score: -25789712.000000 Penalty: 6041.868164
	Iteration 175Q: 3 clusters Score -2.578971e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 188173 members 
Entering Unmasked Estep 
Score: -25789560.000000 Penalty: 6041.868164
	Iteration 176Q: 3 clusters Score -2.578956e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 188491 members 
Entering Unmasked Estep 
Score: -25789534.000000 Penalty: 6041.868164
	Iteration 177Q: 3 clusters Score -2.578953e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 188808 members 
Entering Unmasked Estep 
Score: -25789482.000000 Penalty: 6041.868164
	Iteration 178Q: 3 clusters Score -2.578948e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 189113 members 
Entering Unmasked Estep 
Score: -25789416.000000 Penalty: 6041.868164
	Iteration 179Q: 3 clusters Score -2.578942e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 189383 members 
Entering Unmasked Estep 
Score: -25789310.000000 Penalty: 6041.868164
	Iteration 180F: 3 clusters Score -2.578931e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 189634 members 
Entering Unmasked Estep 
Score: -25789210.000000 Penalty: 6041.868164
	Iteration 181Q: 3 clusters Score -2.578921e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 189865 members 
Entering Unmasked Estep 
Score: -25789100.000000 Penalty: 6041.868164
	Iteration 182Q: 3 clusters Score -2.57891e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 190075 members 
Entering Unmasked Estep 
Score: -25789040.000000 Penalty: 6041.868164
	Iteration 183Q: 3 clusters Score -2.578904e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 190275 members 
Entering Unmasked Estep 
Score: -25789006.000000 Penalty: 6041.868164
	Iteration 184Q: 3 clusters Score -2.578901e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 190459 members 
Entering Unmasked Estep 
Score: -25788968.000000 Penalty: 6041.868164
	Iteration 185Q: 3 clusters Score -2.578897e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 190611 members 
Entering Unmasked Estep 
Score: -25788886.000000 Penalty: 6041.868164
	Iteration 186Q: 3 clusters Score -2.578889e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 190736 members 
Entering Unmasked Estep 
Score: -25788844.000000 Penalty: 6041.868164
	Iteration 187Q: 3 clusters Score -2.578884e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 190848 members 
Entering Unmasked Estep 
Score: -25788810.000000 Penalty: 6041.868164
	Iteration 188Q: 3 clusters Score -2.578881e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 190926 members 
Entering Unmasked Estep 
Score: -25788796.000000 Penalty: 6041.868164
	Iteration 189Q: 3 clusters Score -2.57888e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 191006 members 
Entering Unmasked Estep 
Score: -25788798.000000 Penalty: 6041.868164
	Iteration 190Q: 3 clusters Score -2.57888e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 191066 members 
Entering Unmasked Estep 
Score: -25788778.000000 Penalty: 6041.868164
	Iteration 191Q: 3 clusters Score -2.578878e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 191117 members 
Entering Unmasked Estep 
Score: -25788748.000000 Penalty: 6041.868164
	Iteration 192Q: 3 clusters Score -2.578875e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 191171 members 
Entering Unmasked Estep 
Score: -25788734.000000 Penalty: 6041.868164
	Iteration 193Q: 3 clusters Score -2.578873e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 191221 members 
Entering Unmasked Estep 
Score: -25788716.000000 Penalty: 6041.868164
	Iteration 194Q: 3 clusters Score -2.578872e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 191272 members 
Entering Unmasked Estep 
Score: -25788706.000000 Penalty: 6041.868164
	Iteration 195Q: 3 clusters Score -2.578871e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 191313 members 
Entering Unmasked Estep 
Score: -25788654.000000 Penalty: 6041.868164
	Iteration 196Q: 3 clusters Score -2.578865e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 191357 members 
Entering Unmasked Estep 
Score: -25788656.000000 Penalty: 6041.868164
	Iteration 197Q: 3 clusters Score -2.578866e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 191402 members 
Entering Unmasked Estep 
Score: -25788622.000000 Penalty: 6041.868164
	Iteration 198Q: 3 clusters Score -2.578862e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 191437 members 
Entering Unmasked Estep 
Score: -25788626.000000 Penalty: 6041.868164
	Iteration 199Q: 3 clusters Score -2.578863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 191483 members 
Entering Unmasked Estep 
Score: -25788600.000000 Penalty: 6041.868164
	Iteration 200F: 3 clusters Score -2.57886e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 191527 members 
Entering Unmasked Estep 
Score: -25788572.000000 Penalty: 6041.868164
	Iteration 201Q: 3 clusters Score -2.578857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 191563 members 
Entering Unmasked Estep 
Score: -25788576.000000 Penalty: 6041.868164
	Iteration 202Q: 3 clusters Score -2.578858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 191591 members 
Entering Unmasked Estep 
Score: -25788572.000000 Penalty: 6041.868164
	Iteration 203Q: 3 clusters Score -2.578857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 191611 members 
Entering Unmasked Estep 
Score: -25788576.000000 Penalty: 6041.868164
	Iteration 204Q: 3 clusters Score -2.578858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 191634 members 
Entering Unmasked Estep 
Score: -25788542.000000 Penalty: 6041.868164
	Iteration 205Q: 3 clusters Score -2.578854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 191653 members 
Entering Unmasked Estep 
Score: -25788526.000000 Penalty: 6041.868164
	Iteration 206Q: 3 clusters Score -2.578853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 191678 members 
Entering Unmasked Estep 
Score: -25788524.000000 Penalty: 6041.868164
	Iteration 207Q: 3 clusters Score -2.578852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 191702 members 
Entering Unmasked Estep 
Score: -25788524.000000 Penalty: 6041.868164
	Iteration 208Q: 3 clusters Score -2.578852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 191726 members 
Entering Unmasked Estep 
Score: -25788516.000000 Penalty: 6041.868164
	Iteration 209Q: 3 clusters Score -2.578852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 191743 members 
Entering Unmasked Estep 
Score: -25788512.000000 Penalty: 6041.868164
	Iteration 210Q: 3 clusters Score -2.578851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 191763 members 
Entering Unmasked Estep 
Score: -25788502.000000 Penalty: 6041.868164
	Iteration 211Q: 3 clusters Score -2.57885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 191782 members 
Entering Unmasked Estep 
Score: -25788488.000000 Penalty: 6041.868164
	Iteration 212Q: 3 clusters Score -2.578849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 191799 members 
Entering Unmasked Estep 
Score: -25788510.000000 Penalty: 6041.868164
	Iteration 213Q: 3 clusters Score -2.578851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 191810 members 
Entering Unmasked Estep 
Score: -25788490.000000 Penalty: 6041.868164
	Iteration 214Q: 3 clusters Score -2.578849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 191821 members 
Entering Unmasked Estep 
Score: -25788516.000000 Penalty: 6041.868164
	Iteration 215Q: 3 clusters Score -2.578852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 191830 members 
Entering Unmasked Estep 
Score: -25788486.000000 Penalty: 6041.868164
	Iteration 216Q: 3 clusters Score -2.578849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 191833 members 
Entering Unmasked Estep 
Score: -25788478.000000 Penalty: 6041.868164
	Iteration 217Q: 3 clusters Score -2.578848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 191840 members 
Entering Unmasked Estep 
Score: -25788488.000000 Penalty: 6041.868164
	Iteration 218Q: 3 clusters Score -2.578849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 191856 members 
Entering Unmasked Estep 
Score: -25788468.000000 Penalty: 6041.868164
	Iteration 219Q: 3 clusters Score -2.578847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 191868 members 
Entering Unmasked Estep 
Score: -25788480.000000 Penalty: 6041.868164
	Iteration 220F: 3 clusters Score -2.578848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 191874 members 
Entering Unmasked Estep 
Score: -25788456.000000 Penalty: 6041.868164
	Iteration 221Q: 3 clusters Score -2.578846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 191882 members 
Entering Unmasked Estep 
Score: -25788452.000000 Penalty: 6041.868164
	Iteration 222Q: 3 clusters Score -2.578845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 191889 members 
Entering Unmasked Estep 
Score: -25788434.000000 Penalty: 6041.868164
	Iteration 223Q: 3 clusters Score -2.578843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 191895 members 
Entering Unmasked Estep 
Score: -25788446.000000 Penalty: 6041.868164
	Iteration 224Q: 3 clusters Score -2.578845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 191899 members 
Entering Unmasked Estep 
Score: -25788432.000000 Penalty: 6041.868164
	Iteration 225Q: 3 clusters Score -2.578843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 191904 members 
Entering Unmasked Estep 
Score: -25788426.000000 Penalty: 6041.868164
	Iteration 226Q: 3 clusters Score -2.578843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 191906 members 
Entering Unmasked Estep 
Score: -25788432.000000 Penalty: 6041.868164
	Iteration 227Q: 3 clusters Score -2.578843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 191907 members 
Entering Unmasked Estep 
Score: -25788436.000000 Penalty: 6041.868164
	Iteration 228Q: 3 clusters Score -2.578844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 191907 members 
Entering Unmasked Estep 
Score: -25788436.000000 Penalty: 6041.868164
	Iteration 229Q: 3 clusters Score -2.578844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 191909 members 
Entering Unmasked Estep 
Score: -25788436.000000 Penalty: 6041.868164
	Iteration 230Q: 3 clusters Score -2.578844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 191915 members 
Entering Unmasked Estep 
Score: -25788422.000000 Penalty: 6041.868164
	Iteration 231Q: 3 clusters Score -2.578842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 191920 members 
Entering Unmasked Estep 
Score: -25788424.000000 Penalty: 6041.868164
	Iteration 232Q: 3 clusters Score -2.578842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 191923 members 
Entering Unmasked Estep 
Score: -25788430.000000 Penalty: 6041.868164
	Iteration 233Q: 3 clusters Score -2.578843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 191928 members 
Entering Unmasked Estep 
Score: -25788414.000000 Penalty: 6041.868164
	Iteration 234Q: 3 clusters Score -2.578841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 191932 members 
Entering Unmasked Estep 
Score: -25788418.000000 Penalty: 6041.868164
	Iteration 235Q: 3 clusters Score -2.578842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 191934 members 
Entering Unmasked Estep 
Score: -25788408.000000 Penalty: 6041.868164
	Iteration 236Q: 3 clusters Score -2.578841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 191934 members 
Entering Unmasked Estep 
Score: -25788406.000000 Penalty: 6041.868164
	Iteration 237Q: 3 clusters Score -2.578841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 191940 members 
Entering Unmasked Estep 
Score: -25788398.000000 Penalty: 6041.868164
	Iteration 238Q: 3 clusters Score -2.57884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 191943 members 
Entering Unmasked Estep 
Score: -25788408.000000 Penalty: 6041.868164
	Iteration 239Q: 3 clusters Score -2.578841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 191946 members 
Entering Unmasked Estep 
Score: -25788396.000000 Penalty: 6041.868164
	Iteration 240F: 3 clusters Score -2.57884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 191946 members 
Entering Unmasked Estep 
Score: -25788402.000000 Penalty: 6041.868164
	Iteration 241Q: 3 clusters Score -2.57884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 191950 members 
Entering Unmasked Estep 
Score: -25788398.000000 Penalty: 6041.868164
	Iteration 242Q: 3 clusters Score -2.57884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 191956 members 
Entering Unmasked Estep 
Score: -25788388.000000 Penalty: 6041.868164
	Iteration 243Q: 3 clusters Score -2.578839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 191962 members 
Entering Unmasked Estep 
Score: -25788378.000000 Penalty: 6041.868164
	Iteration 244Q: 3 clusters Score -2.578838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 191970 members 
Entering Unmasked Estep 
Score: -25788398.000000 Penalty: 6041.868164
	Iteration 245Q: 3 clusters Score -2.57884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 191973 members 
Entering Unmasked Estep 
Score: -25788394.000000 Penalty: 6041.868164
	Iteration 246Q: 3 clusters Score -2.578839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 191976 members 
Entering Unmasked Estep 
Score: -25788392.000000 Penalty: 6041.868164
	Iteration 247Q: 3 clusters Score -2.578839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 191976 members 
Entering Unmasked Estep 
Score: -25788392.000000 Penalty: 6041.868164
	Iteration 248F: 3 clusters Score -2.578839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Entering Unmasked Estep 
Score: -5965628.500000 Penalty: 2655.993408
	Iteration 0F: 2 clusters Score -5965628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5935317.000000 Penalty: 5311.986816
	Iteration 0F: 3 clusters Score -5935317 nChanged 20626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5946720.500000 Penalty: 5311.986816
	Iteration 1F: 3 clusters Score -5946720 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5947340.500000 Penalty: 5311.986816
	Iteration 2Q: 3 clusters Score -5947340 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -5947945.000000 Penalty: 5311.986816
	Iteration 3Q: 3 clusters Score -5947945 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -5948758.500000 Penalty: 5311.986816
	Iteration 4Q: 3 clusters Score -5948758 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -5949867.500000 Penalty: 5311.986816
	Iteration 5Q: 3 clusters Score -5949868 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -5951450.000000 Penalty: 5311.986816
	Iteration 6F: 3 clusters Score -5951450 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -5953518.500000 Penalty: 5311.986816
	Iteration 7F: 3 clusters Score -5953518 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -5956001.000000 Penalty: 5311.986816
	Iteration 8F: 3 clusters Score -5956001 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -5958412.000000 Penalty: 5311.986816
	Iteration 9F: 3 clusters Score -5958412 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5960405.000000 Penalty: 5311.986816
	Iteration 10F: 3 clusters Score -5960405 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -5961659.500000 Penalty: 5311.986816
	Iteration 11Q: 3 clusters Score -5961660 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -5962417.000000 Penalty: 5311.986816
	Iteration 12Q: 3 clusters Score -5962417 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -5962782.000000 Penalty: 5311.986816
	Iteration 13Q: 3 clusters Score -5962782 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -5962971.000000 Penalty: 5311.986816
	Iteration 14Q: 3 clusters Score -5962971 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -5963077.500000 Penalty: 5311.986816
	Iteration 15Q: 3 clusters Score -5963078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5963147.500000 Penalty: 5311.986816
	Iteration 16Q: 3 clusters Score -5963148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -5963214.000000 Penalty: 5311.986816
	Iteration 17Q: 3 clusters Score -5963214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -5963252.000000 Penalty: 5311.986816
	Iteration 18Q: 3 clusters Score -5963252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -5963279.500000 Penalty: 5311.986816
	Iteration 19Q: 3 clusters Score -5963280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -5963291.000000 Penalty: 5311.986816
	Iteration 20F: 3 clusters Score -5963291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -5963302.500000 Penalty: 5311.986816
	Iteration 21Q: 3 clusters Score -5963302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -5963310.000000 Penalty: 5311.986816
	Iteration 22Q: 3 clusters Score -5963310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -5963314.500000 Penalty: 5311.986816
	Iteration 23Q: 3 clusters Score -5963314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5963312.500000 Penalty: 5311.986816
	Iteration 24Q: 3 clusters Score -5963312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -5963314.000000 Penalty: 5311.986816
	Iteration 25Q: 3 clusters Score -5963314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -5963318.500000 Penalty: 5311.986816
	Iteration 26Q: 3 clusters Score -5963318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -5963318.500000 Penalty: 5311.986816
	Iteration 27F: 3 clusters Score -5963318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -177154.250000 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -177154.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -174934.296875 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -174934.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175344.625000 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -175344.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175532.140625 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -175532.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -175708.984375 Penalty: 3590.650635
	Iteration 3F: 3 clusters Score -175709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175947.250000 Penalty: 3590.650635
	Iteration 4F: 3 clusters Score -175947.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -176198.484375 Penalty: 3590.650635
	Iteration 5F: 3 clusters Score -176198.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176464.812500 Penalty: 3590.650635
	Iteration 6F: 3 clusters Score -176464.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -176671.000000 Penalty: 3590.650635
	Iteration 7F: 3 clusters Score -176671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -176788.843750 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -176788.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -176876.765625 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -176876.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -176939.328125 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -176939.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -176958.562500 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -176958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -176976.265625 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -176976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -176983.718750 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -176983.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176991.000000 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -176991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176993.531250 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -176993.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176993.531250 Penalty: 3590.650635
	Iteration 16F: 3 clusters Score -176993.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -26861.949219 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -26861.95 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 138 members 
Entering Unmasked Estep 
Score: -25695.347656 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -25695.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25864.683594 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -25864.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25935.992188 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -25935.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25945.125000 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -25945.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25972.652344 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -25972.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25978.605469 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -25978.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25995.917969 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -25995.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25998.517578 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -25998.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26003.074219 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -26003.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26006.197266 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -26006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26006.197266 Penalty: 2778.651123
	Iteration 10F: 3 clusters Score -26006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -185587.312500 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -185587.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -183338.125000 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -183338.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -183676.562500 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -183676.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -183803.359375 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -183803.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183882.171875 Penalty: 3607.109619
	Iteration 3Q: 3 clusters Score -183882.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -183955.421875 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -183955.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -184005.843750 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -184005.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184054.703125 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -184054.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184082.937500 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -184082.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184113.453125 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -184113.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184139.281250 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -184139.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184163.671875 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -184163.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184189.421875 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -184189.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -184209.781250 Penalty: 3607.109619
	Iteration 12Q: 3 clusters Score -184209.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -184228.453125 Penalty: 3607.109619
	Iteration 13Q: 3 clusters Score -184228.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -184242.250000 Penalty: 3607.109619
	Iteration 14Q: 3 clusters Score -184242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184246.625000 Penalty: 3607.109619
	Iteration 15Q: 3 clusters Score -184246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184252.875000 Penalty: 3607.109619
	Iteration 16Q: 3 clusters Score -184252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -184259.156250 Penalty: 3607.109619
	Iteration 17Q: 3 clusters Score -184259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -184266.328125 Penalty: 3607.109619
	Iteration 18Q: 3 clusters Score -184266.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184271.109375 Penalty: 3607.109619
	Iteration 19Q: 3 clusters Score -184271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -184273.906250 Penalty: 3607.109619
	Iteration 20F: 3 clusters Score -184273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -184274.437500 Penalty: 3607.109619
	Iteration 21Q: 3 clusters Score -184274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -184275.343750 Penalty: 3607.109619
	Iteration 22Q: 3 clusters Score -184275.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -184275.343750 Penalty: 3607.109619
	Iteration 23F: 3 clusters Score -184275.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Entering Unmasked Estep 
Score: -9306823.000000 Penalty: 2764.979492
	Iteration 0F: 2 clusters Score -9306823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -9260188.000000 Penalty: 5529.958984
	Iteration 0F: 3 clusters Score -9260188 nChanged 32416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -9278564.000000 Penalty: 5529.958984
	Iteration 1F: 3 clusters Score -9278564 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -9279589.000000 Penalty: 5529.958984
	Iteration 2Q: 3 clusters Score -9279589 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -9280734.000000 Penalty: 5529.958984
	Iteration 3Q: 3 clusters Score -9280734 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -9282484.000000 Penalty: 5529.958984
	Iteration 4F: 3 clusters Score -9282484 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -9285386.000000 Penalty: 5529.958984
	Iteration 5F: 3 clusters Score -9285386 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -9289645.000000 Penalty: 5529.958984
	Iteration 6F: 3 clusters Score -9289645 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -9294870.000000 Penalty: 5529.958984
	Iteration 7F: 3 clusters Score -9294870 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9299733.000000 Penalty: 5529.958984
	Iteration 8F: 3 clusters Score -9299733 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9302524.000000 Penalty: 5529.958984
	Iteration 9Q: 3 clusters Score -9302524 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9303593.000000 Penalty: 5529.958984
	Iteration 10Q: 3 clusters Score -9303593 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9304001.000000 Penalty: 5529.958984
	Iteration 11Q: 3 clusters Score -9304001 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9304179.000000 Penalty: 5529.958984
	Iteration 12Q: 3 clusters Score -9304179 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9304263.000000 Penalty: 5529.958984
	Iteration 13Q: 3 clusters Score -9304263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9304324.000000 Penalty: 5529.958984
	Iteration 14Q: 3 clusters Score -9304324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9304359.000000 Penalty: 5529.958984
	Iteration 15Q: 3 clusters Score -9304359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9304374.000000 Penalty: 5529.958984
	Iteration 16Q: 3 clusters Score -9304374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9304382.000000 Penalty: 5529.958984
	Iteration 17Q: 3 clusters Score -9304382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9304397.000000 Penalty: 5529.958984
	Iteration 18Q: 3 clusters Score -9304397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9304398.000000 Penalty: 5529.958984
	Iteration 19Q: 3 clusters Score -9304398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9304398.000000 Penalty: 5529.958984
	Iteration 20F: 3 clusters Score -9304398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9304402.000000 Penalty: 5529.958984
	Iteration 21Q: 3 clusters Score -9304402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9304401.000000 Penalty: 5529.958984
	Iteration 22Q: 3 clusters Score -9304401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9304401.000000 Penalty: 5529.958984
	Iteration 23Q: 3 clusters Score -9304401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9304401.000000 Penalty: 5529.958984
	Iteration 24F: 3 clusters Score -9304401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -66353.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -66353.89 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 284 members 
Entering Unmasked Estep 
Score: -64854.183594 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -64854.18 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65345.695312 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65345.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65550.773438 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -65550.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65705.742188 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -65705.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65878.578125 Penalty: 3197.076904
	Iteration 4F: 3 clusters Score -65878.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66012.632812 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66012.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66042.226562 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66042.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66088.648438 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66088.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66126.640625 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66126.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66143.234375 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66143.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66162.375000 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66162.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66171.109375 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66171.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66171.109375 Penalty: 3197.076904
	Iteration 12F: 3 clusters Score -66171.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Entering Unmasked Estep 
Score: -2456414.250000 Penalty: 2432.948242
	Iteration 0F: 2 clusters Score -2456414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2443614.750000 Penalty: 4865.896484
	Iteration 0F: 3 clusters Score -2443615 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2447765.250000 Penalty: 4865.896484
	Iteration 1F: 3 clusters Score -2447765 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2448148.000000 Penalty: 4865.896484
	Iteration 2F: 3 clusters Score -2448148 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2448484.250000 Penalty: 4865.896484
	Iteration 3Q: 3 clusters Score -2448484 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2448830.500000 Penalty: 4865.896484
	Iteration 4Q: 3 clusters Score -2448830 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2449150.500000 Penalty: 4865.896484
	Iteration 5Q: 3 clusters Score -2449150 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2449557.500000 Penalty: 4865.896484
	Iteration 6Q: 3 clusters Score -2449558 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2450135.500000 Penalty: 4865.896484
	Iteration 7F: 3 clusters Score -2450136 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2450835.500000 Penalty: 4865.896484
	Iteration 8F: 3 clusters Score -2450836 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2451719.750000 Penalty: 4865.896484
	Iteration 9F: 3 clusters Score -2451720 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2452681.500000 Penalty: 4865.896484
	Iteration 10F: 3 clusters Score -2452682 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2453589.750000 Penalty: 4865.896484
	Iteration 11Q: 3 clusters Score -2453590 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2454370.500000 Penalty: 4865.896484
	Iteration 12Q: 3 clusters Score -2454370 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2454820.250000 Penalty: 4865.896484
	Iteration 13Q: 3 clusters Score -2454820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2455087.250000 Penalty: 4865.896484
	Iteration 14Q: 3 clusters Score -2455087 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2455230.000000 Penalty: 4865.896484
	Iteration 15Q: 3 clusters Score -2455230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2455302.250000 Penalty: 4865.896484
	Iteration 16Q: 3 clusters Score -2455302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2455316.750000 Penalty: 4865.896484
	Iteration 17Q: 3 clusters Score -2455317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2455332.750000 Penalty: 4865.896484
	Iteration 18Q: 3 clusters Score -2455333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2455338.500000 Penalty: 4865.896484
	Iteration 19Q: 3 clusters Score -2455338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2455377.250000 Penalty: 4865.896484
	Iteration 20F: 3 clusters Score -2455377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2455397.500000 Penalty: 4865.896484
	Iteration 21Q: 3 clusters Score -2455398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2455410.750000 Penalty: 4865.896484
	Iteration 22Q: 3 clusters Score -2455411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2455419.500000 Penalty: 4865.896484
	Iteration 23Q: 3 clusters Score -2455420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2455427.000000 Penalty: 4865.896484
	Iteration 24Q: 3 clusters Score -2455427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2455433.750000 Penalty: 4865.896484
	Iteration 25Q: 3 clusters Score -2455434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2455439.000000 Penalty: 4865.896484
	Iteration 26Q: 3 clusters Score -2455439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2455441.750000 Penalty: 4865.896484
	Iteration 27Q: 3 clusters Score -2455442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2455443.000000 Penalty: 4865.896484
	Iteration 28Q: 3 clusters Score -2455443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2455445.500000 Penalty: 4865.896484
	Iteration 29Q: 3 clusters Score -2455446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2455445.250000 Penalty: 4865.896484
	Iteration 30Q: 3 clusters Score -2455445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2455445.250000 Penalty: 4865.896484
	Iteration 31F: 3 clusters Score -2455445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -393600.093750 Penalty: 2020.024414
	Iteration 0F: 2 clusters Score -393600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -390054.437500 Penalty: 4040.048828
	Iteration 0F: 3 clusters Score -390054.4 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -390816.968750 Penalty: 4040.048828
	Iteration 1F: 3 clusters Score -390817 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -391009.562500 Penalty: 4040.048828
	Iteration 2F: 3 clusters Score -391009.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -391134.843750 Penalty: 4040.048828
	Iteration 3F: 3 clusters Score -391134.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -391228.437500 Penalty: 4040.048828
	Iteration 4Q: 3 clusters Score -391228.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -391294.468750 Penalty: 4040.048828
	Iteration 5Q: 3 clusters Score -391294.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -391347.781250 Penalty: 4040.048828
	Iteration 6Q: 3 clusters Score -391347.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -391387.781250 Penalty: 4040.048828
	Iteration 7Q: 3 clusters Score -391387.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -391413.093750 Penalty: 4040.048828
	Iteration 8Q: 3 clusters Score -391413.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -391435.093750 Penalty: 4040.048828
	Iteration 9Q: 3 clusters Score -391435.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -391456.281250 Penalty: 4040.048828
	Iteration 10Q: 3 clusters Score -391456.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -391468.968750 Penalty: 4040.048828
	Iteration 11Q: 3 clusters Score -391469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -391480.343750 Penalty: 4040.048828
	Iteration 12Q: 3 clusters Score -391480.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -391492.468750 Penalty: 4040.048828
	Iteration 13Q: 3 clusters Score -391492.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -391509.875000 Penalty: 4040.048828
	Iteration 14Q: 3 clusters Score -391509.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -391533.500000 Penalty: 4040.048828
	Iteration 15Q: 3 clusters Score -391533.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -391554.343750 Penalty: 4040.048828
	Iteration 16Q: 3 clusters Score -391554.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -391572.531250 Penalty: 4040.048828
	Iteration 17Q: 3 clusters Score -391572.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -391588.656250 Penalty: 4040.048828
	Iteration 18Q: 3 clusters Score -391588.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -391606.093750 Penalty: 4040.048828
	Iteration 19Q: 3 clusters Score -391606.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -391621.937500 Penalty: 4040.048828
	Iteration 20F: 3 clusters Score -391621.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -391632.625000 Penalty: 4040.048828
	Iteration 21Q: 3 clusters Score -391632.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -391645.500000 Penalty: 4040.048828
	Iteration 22Q: 3 clusters Score -391645.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -391656.562500 Penalty: 4040.048828
	Iteration 23Q: 3 clusters Score -391656.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -391666.875000 Penalty: 4040.048828
	Iteration 24Q: 3 clusters Score -391666.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -391676.468750 Penalty: 4040.048828
	Iteration 25Q: 3 clusters Score -391676.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -391684.093750 Penalty: 4040.048828
	Iteration 26Q: 3 clusters Score -391684.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -391691.125000 Penalty: 4040.048828
	Iteration 27Q: 3 clusters Score -391691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -391695.500000 Penalty: 4040.048828
	Iteration 28Q: 3 clusters Score -391695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -391696.531250 Penalty: 4040.048828
	Iteration 29Q: 3 clusters Score -391696.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -391698.312500 Penalty: 4040.048828
	Iteration 30Q: 3 clusters Score -391698.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -391702.281250 Penalty: 4040.048828
	Iteration 31Q: 3 clusters Score -391702.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -391703.093750 Penalty: 4040.048828
	Iteration 32Q: 3 clusters Score -391703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -391706.875000 Penalty: 4040.048828
	Iteration 33Q: 3 clusters Score -391706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -391708.906250 Penalty: 4040.048828
	Iteration 34Q: 3 clusters Score -391708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -391710.375000 Penalty: 4040.048828
	Iteration 35Q: 3 clusters Score -391710.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -391711.125000 Penalty: 4040.048828
	Iteration 36Q: 3 clusters Score -391711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -391712.406250 Penalty: 4040.048828
	Iteration 37Q: 3 clusters Score -391712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -391713.750000 Penalty: 4040.048828
	Iteration 38Q: 3 clusters Score -391713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -391714.531250 Penalty: 4040.048828
	Iteration 39Q: 3 clusters Score -391714.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391716.000000 Penalty: 4040.048828
	Iteration 40F: 3 clusters Score -391716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -391718.281250 Penalty: 4040.048828
	Iteration 41Q: 3 clusters Score -391718.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -391717.718750 Penalty: 4040.048828
	Iteration 42Q: 3 clusters Score -391717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -391718.625000 Penalty: 4040.048828
	Iteration 43Q: 3 clusters Score -391718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391720.406250 Penalty: 4040.048828
	Iteration 44Q: 3 clusters Score -391720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391720.406250 Penalty: 4040.048828
	Iteration 45Q: 3 clusters Score -391720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -391721.406250 Penalty: 4040.048828
	Iteration 46Q: 3 clusters Score -391721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -391723.156250 Penalty: 4040.048828
	Iteration 47Q: 3 clusters Score -391723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -391723.312500 Penalty: 4040.048828
	Iteration 48Q: 3 clusters Score -391723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -391725.375000 Penalty: 4040.048828
	Iteration 49Q: 3 clusters Score -391725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -391726.531250 Penalty: 4040.048828
	Iteration 50Q: 3 clusters Score -391726.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -391728.531250 Penalty: 4040.048828
	Iteration 51Q: 3 clusters Score -391728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -391731.406250 Penalty: 4040.048828
	Iteration 52Q: 3 clusters Score -391731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -391732.562500 Penalty: 4040.048828
	Iteration 53Q: 3 clusters Score -391732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -391734.750000 Penalty: 4040.048828
	Iteration 54Q: 3 clusters Score -391734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -391737.500000 Penalty: 4040.048828
	Iteration 55Q: 3 clusters Score -391737.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -391740.781250 Penalty: 4040.048828
	Iteration 56Q: 3 clusters Score -391740.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -391743.625000 Penalty: 4040.048828
	Iteration 57Q: 3 clusters Score -391743.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -391746.250000 Penalty: 4040.048828
	Iteration 58Q: 3 clusters Score -391746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -391748.500000 Penalty: 4040.048828
	Iteration 59Q: 3 clusters Score -391748.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -391750.156250 Penalty: 4040.048828
	Iteration 60F: 3 clusters Score -391750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -391750.500000 Penalty: 4040.048828
	Iteration 61Q: 3 clusters Score -391750.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -391750.500000 Penalty: 4040.048828
	Iteration 62F: 3 clusters Score -391750.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Entering Unmasked Estep 
Score: -5083452.000000 Penalty: 2633.046631
	Iteration 0F: 2 clusters Score -5083452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5055922.000000 Penalty: 5266.093262
	Iteration 0F: 3 clusters Score -5055922 nChanged 18654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5066352.000000 Penalty: 5266.093262
	Iteration 1F: 3 clusters Score -5066352 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -5067199.000000 Penalty: 5266.093262
	Iteration 2Q: 3 clusters Score -5067199 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -5068130.500000 Penalty: 5266.093262
	Iteration 3F: 3 clusters Score -5068130 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -5069333.500000 Penalty: 5266.093262
	Iteration 4F: 3 clusters Score -5069334 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5071019.000000 Penalty: 5266.093262
	Iteration 5F: 3 clusters Score -5071019 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -5073225.500000 Penalty: 5266.093262
	Iteration 6F: 3 clusters Score -5073226 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -5075621.500000 Penalty: 5266.093262
	Iteration 7F: 3 clusters Score -5075622 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -5077880.500000 Penalty: 5266.093262
	Iteration 8F: 3 clusters Score -5077880 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -5079506.000000 Penalty: 5266.093262
	Iteration 9Q: 3 clusters Score -5079506 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5080411.000000 Penalty: 5266.093262
	Iteration 10Q: 3 clusters Score -5080411 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -5081013.500000 Penalty: 5266.093262
	Iteration 11Q: 3 clusters Score -5081014 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5081461.000000 Penalty: 5266.093262
	Iteration 12Q: 3 clusters Score -5081461 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5081828.000000 Penalty: 5266.093262
	Iteration 13Q: 3 clusters Score -5081828 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5082128.500000 Penalty: 5266.093262
	Iteration 14Q: 3 clusters Score -5082128 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5082433.000000 Penalty: 5266.093262
	Iteration 15Q: 3 clusters Score -5082433 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5082698.500000 Penalty: 5266.093262
	Iteration 16Q: 3 clusters Score -5082698 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5082908.500000 Penalty: 5266.093262
	Iteration 17Q: 3 clusters Score -5082908 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5082992.000000 Penalty: 5266.093262
	Iteration 18Q: 3 clusters Score -5082992 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5083023.500000 Penalty: 5266.093262
	Iteration 19Q: 3 clusters Score -5083024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5083047.500000 Penalty: 5266.093262
	Iteration 20F: 3 clusters Score -5083048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5083055.500000 Penalty: 5266.093262
	Iteration 21Q: 3 clusters Score -5083056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5083072.500000 Penalty: 5266.093262
	Iteration 22Q: 3 clusters Score -5083072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5083081.500000 Penalty: 5266.093262
	Iteration 23Q: 3 clusters Score -5083082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5083093.000000 Penalty: 5266.093262
	Iteration 24Q: 3 clusters Score -5083093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5083088.500000 Penalty: 5266.093262
	Iteration 25Q: 3 clusters Score -5083088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5083093.500000 Penalty: 5266.093262
	Iteration 26Q: 3 clusters Score -5083094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5083092.500000 Penalty: 5266.093262
	Iteration 27Q: 3 clusters Score -5083092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5083090.500000 Penalty: 5266.093262
	Iteration 28Q: 3 clusters Score -5083090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5083099.500000 Penalty: 5266.093262
	Iteration 29Q: 3 clusters Score -5083100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5083102.000000 Penalty: 5266.093262
	Iteration 30Q: 3 clusters Score -5083102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5083097.500000 Penalty: 5266.093262
	Iteration 31Q: 3 clusters Score -5083098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5083090.000000 Penalty: 5266.093262
	Iteration 32Q: 3 clusters Score -5083090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5083091.500000 Penalty: 5266.093262
	Iteration 33Q: 3 clusters Score -5083092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5083090.000000 Penalty: 5266.093262
	Iteration 34Q: 3 clusters Score -5083090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5083092.500000 Penalty: 5266.093262
	Iteration 35Q: 3 clusters Score -5083092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5083096.000000 Penalty: 5266.093262
	Iteration 36Q: 3 clusters Score -5083096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5083093.500000 Penalty: 5266.093262
	Iteration 37Q: 3 clusters Score -5083094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5083102.000000 Penalty: 5266.093262
	Iteration 38Q: 3 clusters Score -5083102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5083101.000000 Penalty: 5266.093262
	Iteration 39Q: 3 clusters Score -5083101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5083096.500000 Penalty: 5266.093262
	Iteration 40F: 3 clusters Score -5083096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5083097.500000 Penalty: 5266.093262
	Iteration 41Q: 3 clusters Score -5083098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5083098.000000 Penalty: 5266.093262
	Iteration 42Q: 3 clusters Score -5083098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5083103.500000 Penalty: 5266.093262
	Iteration 43Q: 3 clusters Score -5083104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5083100.000000 Penalty: 5266.093262
	Iteration 44Q: 3 clusters Score -5083100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5083100.500000 Penalty: 5266.093262
	Iteration 45Q: 3 clusters Score -5083100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5083102.000000 Penalty: 5266.093262
	Iteration 46Q: 3 clusters Score -5083102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5083102.000000 Penalty: 5266.093262
	Iteration 47F: 3 clusters Score -5083102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Entering Unmasked Estep 
Score: -5153879.500000 Penalty: 2617.175537
	Iteration 0F: 2 clusters Score -5153880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -5127895.000000 Penalty: 5234.351074
	Iteration 0F: 3 clusters Score -5127895 nChanged 17525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5137358.500000 Penalty: 5234.351074
	Iteration 1F: 3 clusters Score -5137358 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -5137833.000000 Penalty: 5234.351074
	Iteration 2Q: 3 clusters Score -5137833 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -5138302.000000 Penalty: 5234.351074
	Iteration 3Q: 3 clusters Score -5138302 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5138842.500000 Penalty: 5234.351074
	Iteration 4Q: 3 clusters Score -5138842 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5139403.500000 Penalty: 5234.351074
	Iteration 5Q: 3 clusters Score -5139404 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -5140095.500000 Penalty: 5234.351074
	Iteration 6Q: 3 clusters Score -5140096 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -5140999.500000 Penalty: 5234.351074
	Iteration 7Q: 3 clusters Score -5141000 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5142107.500000 Penalty: 5234.351074
	Iteration 8F: 3 clusters Score -5142108 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5143380.000000 Penalty: 5234.351074
	Iteration 9F: 3 clusters Score -5143380 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -5144632.500000 Penalty: 5234.351074
	Iteration 10F: 3 clusters Score -5144632 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -5145826.000000 Penalty: 5234.351074
	Iteration 11Q: 3 clusters Score -5145826 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -5146845.000000 Penalty: 5234.351074
	Iteration 12Q: 3 clusters Score -5146845 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -5147668.000000 Penalty: 5234.351074
	Iteration 13Q: 3 clusters Score -5147668 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -5148222.000000 Penalty: 5234.351074
	Iteration 14Q: 3 clusters Score -5148222 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -5148580.000000 Penalty: 5234.351074
	Iteration 15Q: 3 clusters Score -5148580 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -5148763.000000 Penalty: 5234.351074
	Iteration 16Q: 3 clusters Score -5148763 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -5148938.000000 Penalty: 5234.351074
	Iteration 17Q: 3 clusters Score -5148938 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -5149077.000000 Penalty: 5234.351074
	Iteration 18Q: 3 clusters Score -5149077 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -5149182.000000 Penalty: 5234.351074
	Iteration 19Q: 3 clusters Score -5149182 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -5149323.000000 Penalty: 5234.351074
	Iteration 20F: 3 clusters Score -5149323 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -5149451.500000 Penalty: 5234.351074
	Iteration 21Q: 3 clusters Score -5149452 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -5149556.500000 Penalty: 5234.351074
	Iteration 22Q: 3 clusters Score -5149556 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5149682.500000 Penalty: 5234.351074
	Iteration 23Q: 3 clusters Score -5149682 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -5149832.000000 Penalty: 5234.351074
	Iteration 24Q: 3 clusters Score -5149832 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5149992.000000 Penalty: 5234.351074
	Iteration 25Q: 3 clusters Score -5149992 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -5150146.000000 Penalty: 5234.351074
	Iteration 26Q: 3 clusters Score -5150146 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -5150317.500000 Penalty: 5234.351074
	Iteration 27Q: 3 clusters Score -5150318 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5150474.500000 Penalty: 5234.351074
	Iteration 28Q: 3 clusters Score -5150474 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -5150663.500000 Penalty: 5234.351074
	Iteration 29Q: 3 clusters Score -5150664 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5150861.500000 Penalty: 5234.351074
	Iteration 30Q: 3 clusters Score -5150862 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5151047.500000 Penalty: 5234.351074
	Iteration 31Q: 3 clusters Score -5151048 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5151214.500000 Penalty: 5234.351074
	Iteration 32Q: 3 clusters Score -5151214 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5151377.000000 Penalty: 5234.351074
	Iteration 33Q: 3 clusters Score -5151377 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5151491.000000 Penalty: 5234.351074
	Iteration 34Q: 3 clusters Score -5151491 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5151574.000000 Penalty: 5234.351074
	Iteration 35Q: 3 clusters Score -5151574 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5151641.000000 Penalty: 5234.351074
	Iteration 36Q: 3 clusters Score -5151641 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5151695.000000 Penalty: 5234.351074
	Iteration 37Q: 3 clusters Score -5151695 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5151758.000000 Penalty: 5234.351074
	Iteration 38Q: 3 clusters Score -5151758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5151786.000000 Penalty: 5234.351074
	Iteration 39Q: 3 clusters Score -5151786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5151818.000000 Penalty: 5234.351074
	Iteration 40F: 3 clusters Score -5151818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5151838.000000 Penalty: 5234.351074
	Iteration 41Q: 3 clusters Score -5151838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5151845.000000 Penalty: 5234.351074
	Iteration 42Q: 3 clusters Score -5151845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5151866.000000 Penalty: 5234.351074
	Iteration 43Q: 3 clusters Score -5151866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5151870.500000 Penalty: 5234.351074
	Iteration 44Q: 3 clusters Score -5151870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5151866.000000 Penalty: 5234.351074
	Iteration 45Q: 3 clusters Score -5151866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5151867.000000 Penalty: 5234.351074
	Iteration 46Q: 3 clusters Score -5151867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5151868.500000 Penalty: 5234.351074
	Iteration 47Q: 3 clusters Score -5151868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5151872.000000 Penalty: 5234.351074
	Iteration 48Q: 3 clusters Score -5151872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5151874.500000 Penalty: 5234.351074
	Iteration 49Q: 3 clusters Score -5151874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5151870.000000 Penalty: 5234.351074
	Iteration 50Q: 3 clusters Score -5151870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5151881.000000 Penalty: 5234.351074
	Iteration 51Q: 3 clusters Score -5151881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5151876.000000 Penalty: 5234.351074
	Iteration 52Q: 3 clusters Score -5151876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5151877.500000 Penalty: 5234.351074
	Iteration 53Q: 3 clusters Score -5151878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5151879.000000 Penalty: 5234.351074
	Iteration 54Q: 3 clusters Score -5151879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5151884.000000 Penalty: 5234.351074
	Iteration 55Q: 3 clusters Score -5151884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5151887.000000 Penalty: 5234.351074
	Iteration 56Q: 3 clusters Score -5151887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5151888.500000 Penalty: 5234.351074
	Iteration 57Q: 3 clusters Score -5151888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5151883.000000 Penalty: 5234.351074
	Iteration 58Q: 3 clusters Score -5151883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5151885.000000 Penalty: 5234.351074
	Iteration 59Q: 3 clusters Score -5151885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5151885.000000 Penalty: 5234.351074
	Iteration 60F: 3 clusters Score -5151885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Entering Unmasked Estep 
Score: -6846752.000000 Penalty: 2689.515869
	Iteration 0F: 2 clusters Score -6846752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -6812346.000000 Penalty: 5379.031738
	Iteration 0F: 3 clusters Score -6812346 nChanged 23520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -6825517.000000 Penalty: 5379.031738
	Iteration 1F: 3 clusters Score -6825517 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -6826211.000000 Penalty: 5379.031738
	Iteration 2Q: 3 clusters Score -6826211 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -6827015.000000 Penalty: 5379.031738
	Iteration 3Q: 3 clusters Score -6827015 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -6827868.000000 Penalty: 5379.031738
	Iteration 4Q: 3 clusters Score -6827868 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -6829076.500000 Penalty: 5379.031738
	Iteration 5Q: 3 clusters Score -6829076 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -6831007.000000 Penalty: 5379.031738
	Iteration 6F: 3 clusters Score -6831007 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -6833730.000000 Penalty: 5379.031738
	Iteration 7F: 3 clusters Score -6833730 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -6837091.000000 Penalty: 5379.031738
	Iteration 8F: 3 clusters Score -6837091 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -6840092.500000 Penalty: 5379.031738
	Iteration 9F: 3 clusters Score -6840092 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6842142.500000 Penalty: 5379.031738
	Iteration 10Q: 3 clusters Score -6842142 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6843322.500000 Penalty: 5379.031738
	Iteration 11Q: 3 clusters Score -6843322 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6843836.500000 Penalty: 5379.031738
	Iteration 12Q: 3 clusters Score -6843836 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6844052.000000 Penalty: 5379.031738
	Iteration 13Q: 3 clusters Score -6844052 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6844189.000000 Penalty: 5379.031738
	Iteration 14Q: 3 clusters Score -6844189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6844286.500000 Penalty: 5379.031738
	Iteration 15Q: 3 clusters Score -6844286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6844338.500000 Penalty: 5379.031738
	Iteration 16Q: 3 clusters Score -6844338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6844372.000000 Penalty: 5379.031738
	Iteration 17Q: 3 clusters Score -6844372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6844385.500000 Penalty: 5379.031738
	Iteration 18Q: 3 clusters Score -6844386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6844408.000000 Penalty: 5379.031738
	Iteration 19Q: 3 clusters Score -6844408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6844432.500000 Penalty: 5379.031738
	Iteration 20F: 3 clusters Score -6844432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6844441.000000 Penalty: 5379.031738
	Iteration 21Q: 3 clusters Score -6844441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6844441.500000 Penalty: 5379.031738
	Iteration 22Q: 3 clusters Score -6844442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6844450.500000 Penalty: 5379.031738
	Iteration 23Q: 3 clusters Score -6844450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6844447.500000 Penalty: 5379.031738
	Iteration 24Q: 3 clusters Score -6844448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6844456.500000 Penalty: 5379.031738
	Iteration 25Q: 3 clusters Score -6844456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6844454.500000 Penalty: 5379.031738
	Iteration 26Q: 3 clusters Score -6844454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6844458.000000 Penalty: 5379.031738
	Iteration 27Q: 3 clusters Score -6844458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6844463.000000 Penalty: 5379.031738
	Iteration 28Q: 3 clusters Score -6844463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6844461.500000 Penalty: 5379.031738
	Iteration 29Q: 3 clusters Score -6844462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6844467.000000 Penalty: 5379.031738
	Iteration 30Q: 3 clusters Score -6844467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6844468.500000 Penalty: 5379.031738
	Iteration 31Q: 3 clusters Score -6844468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6844466.500000 Penalty: 5379.031738
	Iteration 32Q: 3 clusters Score -6844466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6844461.000000 Penalty: 5379.031738
	Iteration 33Q: 3 clusters Score -6844461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6844471.500000 Penalty: 5379.031738
	Iteration 34Q: 3 clusters Score -6844472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6844479.000000 Penalty: 5379.031738
	Iteration 35Q: 3 clusters Score -6844479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6844480.500000 Penalty: 5379.031738
	Iteration 36Q: 3 clusters Score -6844480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6844480.500000 Penalty: 5379.031738
	Iteration 37F: 3 clusters Score -6844480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180153 members 
Entering Unmasked Estep 
Score: -23916844.000000 Penalty: 3001.187256
	Iteration 0F: 2 clusters Score -2.391684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -23797776.000000 Penalty: 6002.374512
	Iteration 0F: 3 clusters Score -2.379778e+07 nChanged 86491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -23848186.000000 Penalty: 6002.374512
	Iteration 1F: 3 clusters Score -2.384819e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -23849456.000000 Penalty: 6002.374512
	Iteration 2Q: 3 clusters Score -2.384946e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -23850858.000000 Penalty: 6002.374512
	Iteration 3Q: 3 clusters Score -2.385086e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 98920 members 
Entering Unmasked Estep 
Score: -23853408.000000 Penalty: 6002.374512
	Iteration 4Q: 3 clusters Score -2.385341e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -23858412.000000 Penalty: 6002.374512
	Iteration 5F: 3 clusters Score -2.385841e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 111714 members 
Entering Unmasked Estep 
Score: -23866774.000000 Penalty: 6002.374512
	Iteration 6F: 3 clusters Score -2.386677e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 121380 members 
Entering Unmasked Estep 
Score: -23878094.000000 Penalty: 6002.374512
	Iteration 7F: 3 clusters Score -2.387809e+07 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 131031 members 
Entering Unmasked Estep 
Score: -23890654.000000 Penalty: 6002.374512
	Iteration 8F: 3 clusters Score -2.389065e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -23900244.000000 Penalty: 6002.374512
	Iteration 9F: 3 clusters Score -2.390024e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 142910 members 
Entering Unmasked Estep 
Score: -23904888.000000 Penalty: 6002.374512
	Iteration 10Q: 3 clusters Score -2.390489e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 146330 members 
Entering Unmasked Estep 
Score: -23907444.000000 Penalty: 6002.374512
	Iteration 11Q: 3 clusters Score -2.390744e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -23909098.000000 Penalty: 6002.374512
	Iteration 12Q: 3 clusters Score -2.39091e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 151665 members 
Entering Unmasked Estep 
Score: -23910476.000000 Penalty: 6002.374512
	Iteration 13Q: 3 clusters Score -2.391048e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -23911242.000000 Penalty: 6002.374512
	Iteration 14Q: 3 clusters Score -2.391124e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -23911912.000000 Penalty: 6002.374512
	Iteration 15Q: 3 clusters Score -2.391191e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 157758 members 
Entering Unmasked Estep 
Score: -23912620.000000 Penalty: 6002.374512
	Iteration 16Q: 3 clusters Score -2.391262e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 159549 members 
Entering Unmasked Estep 
Score: -23913124.000000 Penalty: 6002.374512
	Iteration 17Q: 3 clusters Score -2.391312e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 161247 members 
Entering Unmasked Estep 
Score: -23913536.000000 Penalty: 6002.374512
	Iteration 18Q: 3 clusters Score -2.391354e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 162857 members 
Entering Unmasked Estep 
Score: -23913860.000000 Penalty: 6002.374512
	Iteration 19Q: 3 clusters Score -2.391386e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 164260 members 
Entering Unmasked Estep 
Score: -23914200.000000 Penalty: 6002.374512
	Iteration 20F: 3 clusters Score -2.39142e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 165554 members 
Entering Unmasked Estep 
Score: -23914506.000000 Penalty: 6002.374512
	Iteration 21Q: 3 clusters Score -2.391451e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 166771 members 
Entering Unmasked Estep 
Score: -23914706.000000 Penalty: 6002.374512
	Iteration 22Q: 3 clusters Score -2.391471e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 167899 members 
Entering Unmasked Estep 
Score: -23914922.000000 Penalty: 6002.374512
	Iteration 23Q: 3 clusters Score -2.391492e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -23915114.000000 Penalty: 6002.374512
	Iteration 24Q: 3 clusters Score -2.391511e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 169834 members 
Entering Unmasked Estep 
Score: -23915210.000000 Penalty: 6002.374512
	Iteration 25Q: 3 clusters Score -2.391521e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 170695 members 
Entering Unmasked Estep 
Score: -23915338.000000 Penalty: 6002.374512
	Iteration 26Q: 3 clusters Score -2.391534e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 171409 members 
Entering Unmasked Estep 
Score: -23915374.000000 Penalty: 6002.374512
	Iteration 27Q: 3 clusters Score -2.391537e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 172043 members 
Entering Unmasked Estep 
Score: -23915414.000000 Penalty: 6002.374512
	Iteration 28Q: 3 clusters Score -2.391541e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 172643 members 
Entering Unmasked Estep 
Score: -23915378.000000 Penalty: 6002.374512
	Iteration 29Q: 3 clusters Score -2.391538e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -23915510.000000 Penalty: 6002.374512
	Iteration 30Q: 3 clusters Score -2.391551e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -23915626.000000 Penalty: 6002.374512
	Iteration 31Q: 3 clusters Score -2.391563e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 174131 members 
Entering Unmasked Estep 
Score: -23915684.000000 Penalty: 6002.374512
	Iteration 32Q: 3 clusters Score -2.391568e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 174490 members 
Entering Unmasked Estep 
Score: -23915786.000000 Penalty: 6002.374512
	Iteration 33Q: 3 clusters Score -2.391579e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 174804 members 
Entering Unmasked Estep 
Score: -23915780.000000 Penalty: 6002.374512
	Iteration 34Q: 3 clusters Score -2.391578e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 175065 members 
Entering Unmasked Estep 
Score: -23915776.000000 Penalty: 6002.374512
	Iteration 35Q: 3 clusters Score -2.391578e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 175312 members 
Entering Unmasked Estep 
Score: -23915784.000000 Penalty: 6002.374512
	Iteration 36Q: 3 clusters Score -2.391578e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 175525 members 
Entering Unmasked Estep 
Score: -23915776.000000 Penalty: 6002.374512
	Iteration 37Q: 3 clusters Score -2.391578e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -23915740.000000 Penalty: 6002.374512
	Iteration 38Q: 3 clusters Score -2.391574e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 175862 members 
Entering Unmasked Estep 
Score: -23915758.000000 Penalty: 6002.374512
	Iteration 39Q: 3 clusters Score -2.391576e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 175998 members 
Entering Unmasked Estep 
Score: -23915782.000000 Penalty: 6002.374512
	Iteration 40F: 3 clusters Score -2.391578e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 176107 members 
Entering Unmasked Estep 
Score: -23915782.000000 Penalty: 6002.374512
	Iteration 41Q: 3 clusters Score -2.391578e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 176194 members 
Entering Unmasked Estep 
Score: -23915798.000000 Penalty: 6002.374512
	Iteration 42Q: 3 clusters Score -2.39158e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 176276 members 
Entering Unmasked Estep 
Score: -23915812.000000 Penalty: 6002.374512
	Iteration 43Q: 3 clusters Score -2.391581e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 176340 members 
Entering Unmasked Estep 
Score: -23915800.000000 Penalty: 6002.374512
	Iteration 44Q: 3 clusters Score -2.39158e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 176410 members 
Entering Unmasked Estep 
Score: -23915790.000000 Penalty: 6002.374512
	Iteration 45Q: 3 clusters Score -2.391579e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 176456 members 
Entering Unmasked Estep 
Score: -23915804.000000 Penalty: 6002.374512
	Iteration 46Q: 3 clusters Score -2.39158e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 176502 members 
Entering Unmasked Estep 
Score: -23915800.000000 Penalty: 6002.374512
	Iteration 47Q: 3 clusters Score -2.39158e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 176540 members 
Entering Unmasked Estep 
Score: -23915768.000000 Penalty: 6002.374512
	Iteration 48Q: 3 clusters Score -2.391577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 176581 members 
Entering Unmasked Estep 
Score: -23915760.000000 Penalty: 6002.374512
	Iteration 49Q: 3 clusters Score -2.391576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -23915766.000000 Penalty: 6002.374512
	Iteration 50Q: 3 clusters Score -2.391577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 176657 members 
Entering Unmasked Estep 
Score: -23915750.000000 Penalty: 6002.374512
	Iteration 51Q: 3 clusters Score -2.391575e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 176695 members 
Entering Unmasked Estep 
Score: -23915732.000000 Penalty: 6002.374512
	Iteration 52Q: 3 clusters Score -2.391573e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 176728 members 
Entering Unmasked Estep 
Score: -23915760.000000 Penalty: 6002.374512
	Iteration 53Q: 3 clusters Score -2.391576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 176753 members 
Entering Unmasked Estep 
Score: -23915774.000000 Penalty: 6002.374512
	Iteration 54Q: 3 clusters Score -2.391577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 176780 members 
Entering Unmasked Estep 
Score: -23915802.000000 Penalty: 6002.374512
	Iteration 55Q: 3 clusters Score -2.39158e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 176797 members 
Entering Unmasked Estep 
Score: -23915812.000000 Penalty: 6002.374512
	Iteration 56Q: 3 clusters Score -2.391581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 176807 members 
Entering Unmasked Estep 
Score: -23915794.000000 Penalty: 6002.374512
	Iteration 57Q: 3 clusters Score -2.391579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 176823 members 
Entering Unmasked Estep 
Score: -23915822.000000 Penalty: 6002.374512
	Iteration 58Q: 3 clusters Score -2.391582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 176837 members 
Entering Unmasked Estep 
Score: -23915828.000000 Penalty: 6002.374512
	Iteration 59Q: 3 clusters Score -2.391583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 176852 members 
Entering Unmasked Estep 
Score: -23915836.000000 Penalty: 6002.374512
	Iteration 60F: 3 clusters Score -2.391584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 176868 members 
Entering Unmasked Estep 
Score: -23915830.000000 Penalty: 6002.374512
	Iteration 61Q: 3 clusters Score -2.391583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 176885 members 
Entering Unmasked Estep 
Score: -23915794.000000 Penalty: 6002.374512
	Iteration 62Q: 3 clusters Score -2.391579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 176904 members 
Entering Unmasked Estep 
Score: -23915816.000000 Penalty: 6002.374512
	Iteration 63Q: 3 clusters Score -2.391582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 176919 members 
Entering Unmasked Estep 
Score: -23915826.000000 Penalty: 6002.374512
	Iteration 64Q: 3 clusters Score -2.391583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 176939 members 
Entering Unmasked Estep 
Score: -23915804.000000 Penalty: 6002.374512
	Iteration 65Q: 3 clusters Score -2.39158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -23915772.000000 Penalty: 6002.374512
	Iteration 66Q: 3 clusters Score -2.391577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 176965 members 
Entering Unmasked Estep 
Score: -23915812.000000 Penalty: 6002.374512
	Iteration 67Q: 3 clusters Score -2.391581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 176979 members 
Entering Unmasked Estep 
Score: -23915800.000000 Penalty: 6002.374512
	Iteration 68Q: 3 clusters Score -2.39158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 176986 members 
Entering Unmasked Estep 
Score: -23915806.000000 Penalty: 6002.374512
	Iteration 69Q: 3 clusters Score -2.391581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -23915796.000000 Penalty: 6002.374512
	Iteration 70Q: 3 clusters Score -2.39158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 176997 members 
Entering Unmasked Estep 
Score: -23915810.000000 Penalty: 6002.374512
	Iteration 71Q: 3 clusters Score -2.391581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 177008 members 
Entering Unmasked Estep 
Score: -23915800.000000 Penalty: 6002.374512
	Iteration 72Q: 3 clusters Score -2.39158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 177015 members 
Entering Unmasked Estep 
Score: -23915792.000000 Penalty: 6002.374512
	Iteration 73Q: 3 clusters Score -2.391579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 177023 members 
Entering Unmasked Estep 
Score: -23915822.000000 Penalty: 6002.374512
	Iteration 74Q: 3 clusters Score -2.391582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 177028 members 
Entering Unmasked Estep 
Score: -23915814.000000 Penalty: 6002.374512
	Iteration 75Q: 3 clusters Score -2.391581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 177031 members 
Entering Unmasked Estep 
Score: -23915810.000000 Penalty: 6002.374512
	Iteration 76Q: 3 clusters Score -2.391581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 177035 members 
Entering Unmasked Estep 
Score: -23915802.000000 Penalty: 6002.374512
	Iteration 77Q: 3 clusters Score -2.39158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 177040 members 
Entering Unmasked Estep 
Score: -23915796.000000 Penalty: 6002.374512
	Iteration 78Q: 3 clusters Score -2.39158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 177043 members 
Entering Unmasked Estep 
Score: -23915800.000000 Penalty: 6002.374512
	Iteration 79Q: 3 clusters Score -2.39158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 177048 members 
Entering Unmasked Estep 
Score: -23915796.000000 Penalty: 6002.374512
	Iteration 80F: 3 clusters Score -2.39158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 177051 members 
Entering Unmasked Estep 
Score: -23915796.000000 Penalty: 6002.374512
	Iteration 81Q: 3 clusters Score -2.39158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 177052 members 
Entering Unmasked Estep 
Score: -23915790.000000 Penalty: 6002.374512
	Iteration 82Q: 3 clusters Score -2.391579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 177051 members 
Entering Unmasked Estep 
Score: -23915784.000000 Penalty: 6002.374512
	Iteration 83Q: 3 clusters Score -2.391578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 177054 members 
Entering Unmasked Estep 
Score: -23915790.000000 Penalty: 6002.374512
	Iteration 84Q: 3 clusters Score -2.391579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 177054 members 
Entering Unmasked Estep 
Score: -23915790.000000 Penalty: 6002.374512
	Iteration 85F: 3 clusters Score -2.391579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Entering Unmasked Estep 
Score: -3565614.250000 Penalty: 2526.079834
	Iteration 0F: 2 clusters Score -3565614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3547434.750000 Penalty: 5052.159668
	Iteration 0F: 3 clusters Score -3547435 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3553804.250000 Penalty: 5052.159668
	Iteration 1F: 3 clusters Score -3553804 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3554225.000000 Penalty: 5052.159668
	Iteration 2Q: 3 clusters Score -3554225 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3554551.250000 Penalty: 5052.159668
	Iteration 3Q: 3 clusters Score -3554551 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3554800.250000 Penalty: 5052.159668
	Iteration 4Q: 3 clusters Score -3554800 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3555005.250000 Penalty: 5052.159668
	Iteration 5Q: 3 clusters Score -3555005 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3555158.750000 Penalty: 5052.159668
	Iteration 6Q: 3 clusters Score -3555159 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3555319.500000 Penalty: 5052.159668
	Iteration 7Q: 3 clusters Score -3555320 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3555457.750000 Penalty: 5052.159668
	Iteration 8Q: 3 clusters Score -3555458 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3555613.500000 Penalty: 5052.159668
	Iteration 9Q: 3 clusters Score -3555614 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3555751.500000 Penalty: 5052.159668
	Iteration 10Q: 3 clusters Score -3555752 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3555992.500000 Penalty: 5052.159668
	Iteration 11Q: 3 clusters Score -3555992 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3556316.250000 Penalty: 5052.159668
	Iteration 12Q: 3 clusters Score -3556316 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3556776.000000 Penalty: 5052.159668
	Iteration 13Q: 3 clusters Score -3556776 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3557429.750000 Penalty: 5052.159668
	Iteration 14Q: 3 clusters Score -3557430 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3558361.250000 Penalty: 5052.159668
	Iteration 15F: 3 clusters Score -3558361 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3559527.250000 Penalty: 5052.159668
	Iteration 16F: 3 clusters Score -3559527 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3560882.000000 Penalty: 5052.159668
	Iteration 17F: 3 clusters Score -3560882 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3562211.500000 Penalty: 5052.159668
	Iteration 18F: 3 clusters Score -3562212 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3563220.750000 Penalty: 5052.159668
	Iteration 19Q: 3 clusters Score -3563221 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3563964.750000 Penalty: 5052.159668
	Iteration 20F: 3 clusters Score -3563965 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3564450.250000 Penalty: 5052.159668
	Iteration 21Q: 3 clusters Score -3564450 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3564713.250000 Penalty: 5052.159668
	Iteration 22Q: 3 clusters Score -3564713 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3564844.000000 Penalty: 5052.159668
	Iteration 23Q: 3 clusters Score -3564844 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3564927.750000 Penalty: 5052.159668
	Iteration 24Q: 3 clusters Score -3564928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3564961.000000 Penalty: 5052.159668
	Iteration 25Q: 3 clusters Score -3564961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3564993.750000 Penalty: 5052.159668
	Iteration 26Q: 3 clusters Score -3564994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3565030.250000 Penalty: 5052.159668
	Iteration 27Q: 3 clusters Score -3565030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3565059.750000 Penalty: 5052.159668
	Iteration 28Q: 3 clusters Score -3565060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3565076.250000 Penalty: 5052.159668
	Iteration 29Q: 3 clusters Score -3565076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3565078.000000 Penalty: 5052.159668
	Iteration 30Q: 3 clusters Score -3565078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3565091.250000 Penalty: 5052.159668
	Iteration 31Q: 3 clusters Score -3565091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3565099.750000 Penalty: 5052.159668
	Iteration 32Q: 3 clusters Score -3565100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3565111.250000 Penalty: 5052.159668
	Iteration 33Q: 3 clusters Score -3565111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3565112.750000 Penalty: 5052.159668
	Iteration 34Q: 3 clusters Score -3565113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3565111.250000 Penalty: 5052.159668
	Iteration 35Q: 3 clusters Score -3565111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3565110.250000 Penalty: 5052.159668
	Iteration 36Q: 3 clusters Score -3565110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3565117.750000 Penalty: 5052.159668
	Iteration 37Q: 3 clusters Score -3565118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3565121.500000 Penalty: 5052.159668
	Iteration 38Q: 3 clusters Score -3565122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3565124.250000 Penalty: 5052.159668
	Iteration 39Q: 3 clusters Score -3565124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3565119.000000 Penalty: 5052.159668
	Iteration 40F: 3 clusters Score -3565119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3565120.750000 Penalty: 5052.159668
	Iteration 41Q: 3 clusters Score -3565121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3565124.500000 Penalty: 5052.159668
	Iteration 42Q: 3 clusters Score -3565124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3565123.750000 Penalty: 5052.159668
	Iteration 43Q: 3 clusters Score -3565124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3565121.750000 Penalty: 5052.159668
	Iteration 44Q: 3 clusters Score -3565122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3565124.250000 Penalty: 5052.159668
	Iteration 45Q: 3 clusters Score -3565124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3565124.250000 Penalty: 5052.159668
	Iteration 46F: 3 clusters Score -3565124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -655576.750000 Penalty: 2120.363770
	Iteration 0F: 2 clusters Score -655576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -650979.687500 Penalty: 4240.727539
	Iteration 0F: 3 clusters Score -650979.7 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -652132.062500 Penalty: 4240.727539
	Iteration 1F: 3 clusters Score -652132.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -652352.687500 Penalty: 4240.727539
	Iteration 2F: 3 clusters Score -652352.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -652526.687500 Penalty: 4240.727539
	Iteration 3F: 3 clusters Score -652526.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -652697.125000 Penalty: 4240.727539
	Iteration 4Q: 3 clusters Score -652697.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -652904.500000 Penalty: 4240.727539
	Iteration 5Q: 3 clusters Score -652904.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -653099.562500 Penalty: 4240.727539
	Iteration 6Q: 3 clusters Score -653099.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -653299.937500 Penalty: 4240.727539
	Iteration 7F: 3 clusters Score -653299.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -653489.312500 Penalty: 4240.727539
	Iteration 8Q: 3 clusters Score -653489.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -653698.125000 Penalty: 4240.727539
	Iteration 9Q: 3 clusters Score -653698.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -653882.062500 Penalty: 4240.727539
	Iteration 10Q: 3 clusters Score -653882.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -654018.750000 Penalty: 4240.727539
	Iteration 11Q: 3 clusters Score -654018.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -654112.750000 Penalty: 4240.727539
	Iteration 12Q: 3 clusters Score -654112.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -654180.187500 Penalty: 4240.727539
	Iteration 13Q: 3 clusters Score -654180.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -654220.187500 Penalty: 4240.727539
	Iteration 14Q: 3 clusters Score -654220.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -654253.437500 Penalty: 4240.727539
	Iteration 15Q: 3 clusters Score -654253.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -654278.687500 Penalty: 4240.727539
	Iteration 16Q: 3 clusters Score -654278.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -654293.500000 Penalty: 4240.727539
	Iteration 17Q: 3 clusters Score -654293.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -654305.437500 Penalty: 4240.727539
	Iteration 18Q: 3 clusters Score -654305.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -654316.937500 Penalty: 4240.727539
	Iteration 19Q: 3 clusters Score -654316.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -654324.187500 Penalty: 4240.727539
	Iteration 20F: 3 clusters Score -654324.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -654333.812500 Penalty: 4240.727539
	Iteration 21Q: 3 clusters Score -654333.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -654340.062500 Penalty: 4240.727539
	Iteration 22Q: 3 clusters Score -654340.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -654341.625000 Penalty: 4240.727539
	Iteration 23Q: 3 clusters Score -654341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -654346.437500 Penalty: 4240.727539
	Iteration 24Q: 3 clusters Score -654346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -654347.750000 Penalty: 4240.727539
	Iteration 25Q: 3 clusters Score -654347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -654348.125000 Penalty: 4240.727539
	Iteration 26Q: 3 clusters Score -654348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -654349.437500 Penalty: 4240.727539
	Iteration 27Q: 3 clusters Score -654349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -654350.125000 Penalty: 4240.727539
	Iteration 28Q: 3 clusters Score -654350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -654350.125000 Penalty: 4240.727539
	Iteration 29F: 3 clusters Score -654350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Entering Unmasked Estep 
Score: -1194571.750000 Penalty: 2267.045410
	Iteration 0F: 2 clusters Score -1194572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1187234.125000 Penalty: 4534.090820
	Iteration 0F: 3 clusters Score -1187234 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1189410.375000 Penalty: 4534.090820
	Iteration 1F: 3 clusters Score -1189410 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1189736.000000 Penalty: 4534.090820
	Iteration 2F: 3 clusters Score -1189736 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1190008.375000 Penalty: 4534.090820
	Iteration 3F: 3 clusters Score -1190008 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1190288.625000 Penalty: 4534.090820
	Iteration 4F: 3 clusters Score -1190289 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1190600.000000 Penalty: 4534.090820
	Iteration 5Q: 3 clusters Score -1190600 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1191004.875000 Penalty: 4534.090820
	Iteration 6F: 3 clusters Score -1191005 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1191455.250000 Penalty: 4534.090820
	Iteration 7F: 3 clusters Score -1191455 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1191957.000000 Penalty: 4534.090820
	Iteration 8F: 3 clusters Score -1191957 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1192344.500000 Penalty: 4534.090820
	Iteration 9Q: 3 clusters Score -1192344 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1192612.375000 Penalty: 4534.090820
	Iteration 10Q: 3 clusters Score -1192612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1192785.500000 Penalty: 4534.090820
	Iteration 11Q: 3 clusters Score -1192786 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1192888.500000 Penalty: 4534.090820
	Iteration 12Q: 3 clusters Score -1192888 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1192961.875000 Penalty: 4534.090820
	Iteration 13Q: 3 clusters Score -1192962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1193013.625000 Penalty: 4534.090820
	Iteration 14Q: 3 clusters Score -1193014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1193046.250000 Penalty: 4534.090820
	Iteration 15Q: 3 clusters Score -1193046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1193075.125000 Penalty: 4534.090820
	Iteration 16Q: 3 clusters Score -1193075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1193098.375000 Penalty: 4534.090820
	Iteration 17Q: 3 clusters Score -1193098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1193108.625000 Penalty: 4534.090820
	Iteration 18Q: 3 clusters Score -1193109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1193125.000000 Penalty: 4534.090820
	Iteration 19Q: 3 clusters Score -1193125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1193132.250000 Penalty: 4534.090820
	Iteration 20F: 3 clusters Score -1193132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1193135.875000 Penalty: 4534.090820
	Iteration 21Q: 3 clusters Score -1193136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1193135.625000 Penalty: 4534.090820
	Iteration 22Q: 3 clusters Score -1193136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1193139.875000 Penalty: 4534.090820
	Iteration 23Q: 3 clusters Score -1193140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1193140.375000 Penalty: 4534.090820
	Iteration 24Q: 3 clusters Score -1193140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1193146.875000 Penalty: 4534.090820
	Iteration 25Q: 3 clusters Score -1193147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1193150.500000 Penalty: 4534.090820
	Iteration 26Q: 3 clusters Score -1193150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1193153.250000 Penalty: 4534.090820
	Iteration 27Q: 3 clusters Score -1193153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1193154.875000 Penalty: 4534.090820
	Iteration 28Q: 3 clusters Score -1193155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1193155.375000 Penalty: 4534.090820
	Iteration 29Q: 3 clusters Score -1193155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1193156.875000 Penalty: 4534.090820
	Iteration 30Q: 3 clusters Score -1193157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1193155.125000 Penalty: 4534.090820
	Iteration 31Q: 3 clusters Score -1193155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1193155.875000 Penalty: 4534.090820
	Iteration 32Q: 3 clusters Score -1193156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1193155.125000 Penalty: 4534.090820
	Iteration 33Q: 3 clusters Score -1193155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1193155.125000 Penalty: 4534.090820
	Iteration 34F: 3 clusters Score -1193155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Entering Unmasked Estep 
Score: -5899215.500000 Penalty: 2659.315674
	Iteration 0F: 2 clusters Score -5899216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5868507.500000 Penalty: 5318.631348
	Iteration 0F: 3 clusters Score -5868508 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5880007.000000 Penalty: 5318.631348
	Iteration 1F: 3 clusters Score -5880007 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5880436.500000 Penalty: 5318.631348
	Iteration 2Q: 3 clusters Score -5880436 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5880890.500000 Penalty: 5318.631348
	Iteration 3Q: 3 clusters Score -5880890 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -5881301.500000 Penalty: 5318.631348
	Iteration 4Q: 3 clusters Score -5881302 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -5881670.000000 Penalty: 5318.631348
	Iteration 5Q: 3 clusters Score -5881670 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -5882189.500000 Penalty: 5318.631348
	Iteration 6Q: 3 clusters Score -5882190 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -5882935.000000 Penalty: 5318.631348
	Iteration 7Q: 3 clusters Score -5882935 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5884090.000000 Penalty: 5318.631348
	Iteration 8F: 3 clusters Score -5884090 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -5885864.000000 Penalty: 5318.631348
	Iteration 9F: 3 clusters Score -5885864 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -5888294.000000 Penalty: 5318.631348
	Iteration 10F: 3 clusters Score -5888294 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5891252.000000 Penalty: 5318.631348
	Iteration 11F: 3 clusters Score -5891252 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5893949.500000 Penalty: 5318.631348
	Iteration 12F: 3 clusters Score -5893950 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5895675.000000 Penalty: 5318.631348
	Iteration 13Q: 3 clusters Score -5895675 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -5896479.000000 Penalty: 5318.631348
	Iteration 14Q: 3 clusters Score -5896479 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -5896848.000000 Penalty: 5318.631348
	Iteration 15Q: 3 clusters Score -5896848 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -5897029.000000 Penalty: 5318.631348
	Iteration 16Q: 3 clusters Score -5897029 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -5897108.000000 Penalty: 5318.631348
	Iteration 17Q: 3 clusters Score -5897108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -5897145.000000 Penalty: 5318.631348
	Iteration 18Q: 3 clusters Score -5897145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -5897161.000000 Penalty: 5318.631348
	Iteration 19Q: 3 clusters Score -5897161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5897175.500000 Penalty: 5318.631348
	Iteration 20F: 3 clusters Score -5897176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -5897183.500000 Penalty: 5318.631348
	Iteration 21Q: 3 clusters Score -5897184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -5897186.500000 Penalty: 5318.631348
	Iteration 22Q: 3 clusters Score -5897186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -5897186.500000 Penalty: 5318.631348
	Iteration 23Q: 3 clusters Score -5897186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -5897183.500000 Penalty: 5318.631348
	Iteration 24Q: 3 clusters Score -5897184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -5897188.000000 Penalty: 5318.631348
	Iteration 25Q: 3 clusters Score -5897188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -5897186.000000 Penalty: 5318.631348
	Iteration 26Q: 3 clusters Score -5897186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5897187.500000 Penalty: 5318.631348
	Iteration 27Q: 3 clusters Score -5897188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5897187.500000 Penalty: 5318.631348
	Iteration 28F: 3 clusters Score -5897188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Entering Unmasked Estep 
Score: -6758411.000000 Penalty: 2688.745605
	Iteration 0F: 2 clusters Score -6758411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -6723950.000000 Penalty: 5377.491211
	Iteration 0F: 3 clusters Score -6723950 nChanged 23729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -6737168.000000 Penalty: 5377.491211
	Iteration 1F: 3 clusters Score -6737168 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -6737824.500000 Penalty: 5377.491211
	Iteration 2Q: 3 clusters Score -6737824 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -6738716.000000 Penalty: 5377.491211
	Iteration 3Q: 3 clusters Score -6738716 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -6739904.500000 Penalty: 5377.491211
	Iteration 4Q: 3 clusters Score -6739904 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6741687.000000 Penalty: 5377.491211
	Iteration 5F: 3 clusters Score -6741687 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -6744587.500000 Penalty: 5377.491211
	Iteration 6F: 3 clusters Score -6744588 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -6748156.000000 Penalty: 5377.491211
	Iteration 7F: 3 clusters Score -6748156 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -6751496.500000 Penalty: 5377.491211
	Iteration 8F: 3 clusters Score -6751496 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -6753661.500000 Penalty: 5377.491211
	Iteration 9Q: 3 clusters Score -6753662 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -6754761.500000 Penalty: 5377.491211
	Iteration 10Q: 3 clusters Score -6754762 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -6755342.500000 Penalty: 5377.491211
	Iteration 11Q: 3 clusters Score -6755342 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -6755637.000000 Penalty: 5377.491211
	Iteration 12Q: 3 clusters Score -6755637 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -6755800.000000 Penalty: 5377.491211
	Iteration 13Q: 3 clusters Score -6755800 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -6755884.000000 Penalty: 5377.491211
	Iteration 14Q: 3 clusters Score -6755884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -6755939.500000 Penalty: 5377.491211
	Iteration 15Q: 3 clusters Score -6755940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -6755983.000000 Penalty: 5377.491211
	Iteration 16Q: 3 clusters Score -6755983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -6756009.500000 Penalty: 5377.491211
	Iteration 17Q: 3 clusters Score -6756010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -6756045.500000 Penalty: 5377.491211
	Iteration 18Q: 3 clusters Score -6756046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -6756071.500000 Penalty: 5377.491211
	Iteration 19Q: 3 clusters Score -6756072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -6756088.000000 Penalty: 5377.491211
	Iteration 20F: 3 clusters Score -6756088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -6756089.000000 Penalty: 5377.491211
	Iteration 21Q: 3 clusters Score -6756089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -6756097.000000 Penalty: 5377.491211
	Iteration 22Q: 3 clusters Score -6756097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -6756097.500000 Penalty: 5377.491211
	Iteration 23Q: 3 clusters Score -6756098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -6756102.500000 Penalty: 5377.491211
	Iteration 24Q: 3 clusters Score -6756102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6756117.500000 Penalty: 5377.491211
	Iteration 25Q: 3 clusters Score -6756118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -6756132.000000 Penalty: 5377.491211
	Iteration 26Q: 3 clusters Score -6756132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -6756140.500000 Penalty: 5377.491211
	Iteration 27Q: 3 clusters Score -6756140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -6756147.000000 Penalty: 5377.491211
	Iteration 28Q: 3 clusters Score -6756147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -6756150.000000 Penalty: 5377.491211
	Iteration 29Q: 3 clusters Score -6756150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -6756154.000000 Penalty: 5377.491211
	Iteration 30Q: 3 clusters Score -6756154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6756154.000000 Penalty: 5377.491211
	Iteration 31Q: 3 clusters Score -6756154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -6756155.500000 Penalty: 5377.491211
	Iteration 32Q: 3 clusters Score -6756156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -6756155.000000 Penalty: 5377.491211
	Iteration 33Q: 3 clusters Score -6756155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -6756158.500000 Penalty: 5377.491211
	Iteration 34Q: 3 clusters Score -6756158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -6756155.000000 Penalty: 5377.491211
	Iteration 35Q: 3 clusters Score -6756155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6756157.000000 Penalty: 5377.491211
	Iteration 36Q: 3 clusters Score -6756157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6756157.000000 Penalty: 5377.491211
	Iteration 37F: 3 clusters Score -6756157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -128479.453125 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -128479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126522.687500 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -126522.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127314.882812 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -127314.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127867.617188 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -127867.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128266.195312 Penalty: 3514.191895
	Iteration 3F: 3 clusters Score -128266.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -128798.070312 Penalty: 3514.191895
	Iteration 4F: 3 clusters Score -128798.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129129.390625 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -129129.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129443.343750 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -129443.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129744.531250 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -129744.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129947.992188 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -129948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -129999.554688 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -129999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130050.093750 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -130050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -130093.367188 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -130093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130110.117188 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -130110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -130113.085938 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -130113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -130116.796875 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -130116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -130119.273438 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -130119.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -130119.273438 Penalty: 3514.191895
	Iteration 16F: 3 clusters Score -130119.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13322 members 
Mstep: Class 3 contains 21646 members 
Mstep: Class 4 contains 195084 members 
Mstep: Class 5 contains 44786 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69502 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 40828 members 
Mstep: Class 14 contains 38297 members 
Mstep: Class 15 contains 51268 members 
Mstep: Class 16 contains 180153 members 
Mstep: Class 17 contains 26524 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 51109 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200495 members 
Mstep: Class 27 contains 602 members 
Entering Unmasked Estep 
Score: -133238920.000000 Penalty: 92692.289062
Splitting cluster 22 changes total score from -133238640.000000 to -133238920.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -327761.625000 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -327761.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -324786.031250 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -324786 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -325357.781250 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -325357.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -325516.593750 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -325516.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -325632.437500 Penalty: 3879.733887
	Iteration 3Q: 3 clusters Score -325632.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -325719.125000 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -325719.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -325776.031250 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -325776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -325816.312500 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -325816.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325837.343750 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -325837.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -325859.531250 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -325859.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -325881.406250 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -325881.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -325909.437500 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -325909.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -325934.625000 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -325934.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -325960.125000 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -325960.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -325975.812500 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -325975.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -325993.343750 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -325993.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -326009.250000 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -326009.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -326023.406250 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -326023.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -326034.062500 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -326034.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -326048.812500 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -326048.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -326059.468750 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -326059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -326068.156250 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -326068.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -326075.843750 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -326075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -326083.843750 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -326083.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -326090.125000 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -326090.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -326099.906250 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -326099.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -326105.937500 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -326105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -326109.781250 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -326109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -326112.000000 Penalty: 3879.733887
	Iteration 27Q: 3 clusters Score -326112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -326113.593750 Penalty: 3879.733887
	Iteration 28Q: 3 clusters Score -326113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -326115.156250 Penalty: 3879.733887
	Iteration 29Q: 3 clusters Score -326115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -326115.687500 Penalty: 3879.733887
	Iteration 30Q: 3 clusters Score -326115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -326116.625000 Penalty: 3879.733887
	Iteration 31Q: 3 clusters Score -326116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -326117.625000 Penalty: 3879.733887
	Iteration 32Q: 3 clusters Score -326117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -326118.843750 Penalty: 3879.733887
	Iteration 33Q: 3 clusters Score -326118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -326118.562500 Penalty: 3879.733887
	Iteration 34Q: 3 clusters Score -326118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -326119.312500 Penalty: 3879.733887
	Iteration 35Q: 3 clusters Score -326119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -326119.656250 Penalty: 3879.733887
	Iteration 36Q: 3 clusters Score -326119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -326119.656250 Penalty: 3879.733887
	Iteration 37F: 3 clusters Score -326119.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -79289.171875 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -79289.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77658.937500 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77658.94 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78176.460938 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -78176.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78629.296875 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -78629.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78983.414062 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78983.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79269.554688 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -79269.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79464.156250 Penalty: 3272.184082
	Iteration 5F: 3 clusters Score -79464.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79646.789062 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -79646.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79921.421875 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -79921.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80039.804688 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -80039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80117.757812 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -80117.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80119.460938 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -80119.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80119.460938 Penalty: 3272.184082
	Iteration 11F: 3 clusters Score -80119.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13322 members 
Mstep: Class 3 contains 21646 members 
Mstep: Class 4 contains 195084 members 
Mstep: Class 5 contains 44786 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69502 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 40828 members 
Mstep: Class 14 contains 38297 members 
Mstep: Class 15 contains 51268 members 
Mstep: Class 16 contains 180153 members 
Mstep: Class 17 contains 26524 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 51109 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200495 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 288 members 
Entering Unmasked Estep 
Score: -133237800.000000 Penalty: 96125.335938
Splitting cluster 24 changes total score from -133238640.000000 to -133237800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -31522.820312 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -31522.82 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 152 members 
Entering Unmasked Estep 
Score: -30376.378906 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -30376.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30568.566406 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -30568.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30709.187500 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -30709.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30781.863281 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -30781.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30858.978516 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -30858.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30897.244141 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -30897.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30924.050781 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -30924.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30926.697266 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -30926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30928.113281 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -30928.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30939.962891 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -30939.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30948.025391 Penalty: 2892.613770
	Iteration 10F: 3 clusters Score -30948.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30966.156250 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -30966.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30970.535156 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -30970.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30971.583984 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -30971.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30971.583984 Penalty: 2892.613770
	Iteration 14F: 3 clusters Score -30971.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (200495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200495 members 
Entering Unmasked Estep 
Score: -26615372.000000 Penalty: 3027.718994
	Iteration 0F: 2 clusters Score -2.661537e+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 100073 members 
Entering Unmasked Estep 
Score: -26485526.000000 Penalty: 6055.437988
	Iteration 0F: 3 clusters Score -2.648553e+07 nChanged 96664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -26541756.000000 Penalty: 6055.437988
	Iteration 1F: 3 clusters Score -2.654176e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -26543018.000000 Penalty: 6055.437988
	Iteration 2Q: 3 clusters Score -2.654302e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -26544642.000000 Penalty: 6055.437988
	Iteration 3Q: 3 clusters Score -2.654464e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -26546994.000000 Penalty: 6055.437988
	Iteration 4Q: 3 clusters Score -2.654699e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123522 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -26551912.000000 Penalty: 6055.437988
	Iteration 5Q: 3 clusters Score -2.655191e+07 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135394 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -26560460.000000 Penalty: 6055.437988
	Iteration 6F: 3 clusters Score -2.656046e+07 nChanged 16762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150614 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -26574248.000000 Penalty: 6055.437988
	Iteration 7F: 3 clusters Score -2.657425e+07 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166377 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -26589570.000000 Penalty: 6055.437988
	Iteration 8F: 3 clusters Score -2.658957e+07 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178148 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -26601988.000000 Penalty: 6055.437988
	Iteration 9F: 3 clusters Score -2.660199e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184644 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -26609156.000000 Penalty: 6055.437988
	Iteration 10Q: 3 clusters Score -2.660916e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187413 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -26612250.000000 Penalty: 6055.437988
	Iteration 11Q: 3 clusters Score -2.661225e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189036 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -26613216.000000 Penalty: 6055.437988
	Iteration 12Q: 3 clusters Score -2.661322e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190212 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -26613568.000000 Penalty: 6055.437988
	Iteration 13Q: 3 clusters Score -2.661357e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191254 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -26613740.000000 Penalty: 6055.437988
	Iteration 14Q: 3 clusters Score -2.661374e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -26613812.000000 Penalty: 6055.437988
	Iteration 15Q: 3 clusters Score -2.661381e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192828 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -26613910.000000 Penalty: 6055.437988
	Iteration 16Q: 3 clusters Score -2.661391e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193473 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -26613964.000000 Penalty: 6055.437988
	Iteration 17Q: 3 clusters Score -2.661396e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194055 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -26613910.000000 Penalty: 6055.437988
	Iteration 18Q: 3 clusters Score -2.661391e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194554 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -26613862.000000 Penalty: 6055.437988
	Iteration 19Q: 3 clusters Score -2.661386e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194983 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -26613860.000000 Penalty: 6055.437988
	Iteration 20F: 3 clusters Score -2.661386e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195330 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -26613816.000000 Penalty: 6055.437988
	Iteration 21Q: 3 clusters Score -2.661382e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195625 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -26613770.000000 Penalty: 6055.437988
	Iteration 22Q: 3 clusters Score -2.661377e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195895 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -26613794.000000 Penalty: 6055.437988
	Iteration 23Q: 3 clusters Score -2.661379e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196144 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -26613800.000000 Penalty: 6055.437988
	Iteration 24Q: 3 clusters Score -2.66138e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196368 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -26613764.000000 Penalty: 6055.437988
	Iteration 25Q: 3 clusters Score -2.661376e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196573 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -26613708.000000 Penalty: 6055.437988
	Iteration 26Q: 3 clusters Score -2.661371e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196766 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -26613722.000000 Penalty: 6055.437988
	Iteration 27Q: 3 clusters Score -2.661372e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196951 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -26613758.000000 Penalty: 6055.437988
	Iteration 28Q: 3 clusters Score -2.661376e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -26613716.000000 Penalty: 6055.437988
	Iteration 29Q: 3 clusters Score -2.661372e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197265 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -26613682.000000 Penalty: 6055.437988
	Iteration 30Q: 3 clusters Score -2.661368e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197401 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -26613726.000000 Penalty: 6055.437988
	Iteration 31Q: 3 clusters Score -2.661373e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197511 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -26613704.000000 Penalty: 6055.437988
	Iteration 32Q: 3 clusters Score -2.66137e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197622 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -26613664.000000 Penalty: 6055.437988
	Iteration 33Q: 3 clusters Score -2.661366e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197710 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -26613660.000000 Penalty: 6055.437988
	Iteration 34Q: 3 clusters Score -2.661366e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197785 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -26613610.000000 Penalty: 6055.437988
	Iteration 35Q: 3 clusters Score -2.661361e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197855 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -26613636.000000 Penalty: 6055.437988
	Iteration 36Q: 3 clusters Score -2.661364e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197928 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -26613624.000000 Penalty: 6055.437988
	Iteration 37Q: 3 clusters Score -2.661362e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197992 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -26613638.000000 Penalty: 6055.437988
	Iteration 38Q: 3 clusters Score -2.661364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198045 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -26613644.000000 Penalty: 6055.437988
	Iteration 39Q: 3 clusters Score -2.661364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198094 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -26613608.000000 Penalty: 6055.437988
	Iteration 40F: 3 clusters Score -2.661361e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198133 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -26613606.000000 Penalty: 6055.437988
	Iteration 41Q: 3 clusters Score -2.661361e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198173 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -26613618.000000 Penalty: 6055.437988
	Iteration 42Q: 3 clusters Score -2.661362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198204 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -26613610.000000 Penalty: 6055.437988
	Iteration 43Q: 3 clusters Score -2.661361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198229 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -26613644.000000 Penalty: 6055.437988
	Iteration 44Q: 3 clusters Score -2.661364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198247 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -26613612.000000 Penalty: 6055.437988
	Iteration 45Q: 3 clusters Score -2.661361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198266 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -26613622.000000 Penalty: 6055.437988
	Iteration 46Q: 3 clusters Score -2.661362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198277 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -26613596.000000 Penalty: 6055.437988
	Iteration 47Q: 3 clusters Score -2.66136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -26613586.000000 Penalty: 6055.437988
	Iteration 48Q: 3 clusters Score -2.661359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198304 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -26613592.000000 Penalty: 6055.437988
	Iteration 49Q: 3 clusters Score -2.661359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198319 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -26613568.000000 Penalty: 6055.437988
	Iteration 50Q: 3 clusters Score -2.661357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198332 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -26613580.000000 Penalty: 6055.437988
	Iteration 51Q: 3 clusters Score -2.661358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198342 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -26613572.000000 Penalty: 6055.437988
	Iteration 52Q: 3 clusters Score -2.661357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198354 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -26613544.000000 Penalty: 6055.437988
	Iteration 53Q: 3 clusters Score -2.661354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198366 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -26613542.000000 Penalty: 6055.437988
	Iteration 54Q: 3 clusters Score -2.661354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198370 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -26613532.000000 Penalty: 6055.437988
	Iteration 55Q: 3 clusters Score -2.661353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198374 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -26613526.000000 Penalty: 6055.437988
	Iteration 56Q: 3 clusters Score -2.661353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198375 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -26613530.000000 Penalty: 6055.437988
	Iteration 57Q: 3 clusters Score -2.661353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198378 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -26613526.000000 Penalty: 6055.437988
	Iteration 58Q: 3 clusters Score -2.661353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -26613544.000000 Penalty: 6055.437988
	Iteration 59Q: 3 clusters Score -2.661354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198385 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -26613556.000000 Penalty: 6055.437988
	Iteration 60F: 3 clusters Score -2.661356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198392 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -26613552.000000 Penalty: 6055.437988
	Iteration 61Q: 3 clusters Score -2.661355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198398 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -26613576.000000 Penalty: 6055.437988
	Iteration 62Q: 3 clusters Score -2.661358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198405 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -26613578.000000 Penalty: 6055.437988
	Iteration 63Q: 3 clusters Score -2.661358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198411 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -26613574.000000 Penalty: 6055.437988
	Iteration 64Q: 3 clusters Score -2.661357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198419 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -26613562.000000 Penalty: 6055.437988
	Iteration 65Q: 3 clusters Score -2.661356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198423 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -26613578.000000 Penalty: 6055.437988
	Iteration 66Q: 3 clusters Score -2.661358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198424 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -26613602.000000 Penalty: 6055.437988
	Iteration 67Q: 3 clusters Score -2.66136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198425 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -26613586.000000 Penalty: 6055.437988
	Iteration 68Q: 3 clusters Score -2.661359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198427 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -26613564.000000 Penalty: 6055.437988
	Iteration 69Q: 3 clusters Score -2.661356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198428 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -26613564.000000 Penalty: 6055.437988
	Iteration 70Q: 3 clusters Score -2.661356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198428 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -26613564.000000 Penalty: 6055.437988
	Iteration 71F: 3 clusters Score -2.661356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13322 members 
Mstep: Class 3 contains 21646 members 
Mstep: Class 4 contains 195084 members 
Mstep: Class 5 contains 44786 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69502 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 40828 members 
Mstep: Class 14 contains 38297 members 
Mstep: Class 15 contains 51268 members 
Mstep: Class 16 contains 180153 members 
Mstep: Class 17 contains 26524 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 51109 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238936.000000 Penalty: 92692.289062
Iteration 199Q: 28 clusters Score -1.332389e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13354 members 
Mstep: Class 3 contains 21649 members 
Mstep: Class 4 contains 195093 members 
Mstep: Class 5 contains 44800 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69515 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18222 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 40825 members 
Mstep: Class 14 contains 38309 members 
Mstep: Class 15 contains 51277 members 
Mstep: Class 16 contains 180074 members 
Mstep: Class 17 contains 26541 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 51124 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200451 members 
Mstep: Class 27 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238856.000000 Penalty: 92692.289062
Iteration 200F: 28 clusters Score -1.332389e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13377 members 
Mstep: Class 3 contains 21652 members 
Mstep: Class 4 contains 195102 members 
Mstep: Class 5 contains 44817 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69523 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18225 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 40826 members 
Mstep: Class 14 contains 38323 members 
Mstep: Class 15 contains 51298 members 
Mstep: Class 16 contains 179973 members 
Mstep: Class 17 contains 26557 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45392 members 
Mstep: Class 21 contains 51140 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200420 members 
Mstep: Class 27 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238832.000000 Penalty: 92692.289062
Iteration 201Q: 28 clusters Score -1.332388e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 13403 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 195105 members 
Mstep: Class 5 contains 44837 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69531 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 40828 members 
Mstep: Class 14 contains 38339 members 
Mstep: Class 15 contains 51328 members 
Mstep: Class 16 contains 179860 members 
Mstep: Class 17 contains 26571 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45401 members 
Mstep: Class 21 contains 51150 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200396 members 
Mstep: Class 27 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238872.000000 Penalty: 92692.289062
Iteration 202Q: 28 clusters Score -1.332389e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13424 members 
Mstep: Class 3 contains 21659 members 
Mstep: Class 4 contains 195111 members 
Mstep: Class 5 contains 44855 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69540 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 40828 members 
Mstep: Class 14 contains 38361 members 
Mstep: Class 15 contains 51334 members 
Mstep: Class 16 contains 179741 members 
Mstep: Class 17 contains 26577 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45405 members 
Mstep: Class 21 contains 51168 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200392 members 
Mstep: Class 27 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238928.000000 Penalty: 92692.289062
Iteration 203Q: 28 clusters Score -1.332389e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13441 members 
Mstep: Class 3 contains 21663 members 
Mstep: Class 4 contains 195116 members 
Mstep: Class 5 contains 44871 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69570 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 40823 members 
Mstep: Class 14 contains 38372 members 
Mstep: Class 15 contains 51345 members 
Mstep: Class 16 contains 179589 members 
Mstep: Class 17 contains 26585 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 45408 members 
Mstep: Class 21 contains 51190 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200410 members 
Mstep: Class 27 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238856.000000 Penalty: 92692.289062
Iteration 204Q: 28 clusters Score -1.332389e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 13472 members 
Mstep: Class 3 contains 21670 members 
Mstep: Class 4 contains 195117 members 
Mstep: Class 5 contains 44892 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 251 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69604 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18243 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 40817 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 51344 members 
Mstep: Class 16 contains 179431 members 
Mstep: Class 17 contains 26598 members 
Mstep: Class 18 contains 5163 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 45419 members 
Mstep: Class 21 contains 51199 members 
Mstep: Class 22 contains 592 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 200437 members 
Mstep: Class 27 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238896.000000 Penalty: 92692.289062
Iteration 205Q: 28 clusters Score -1.332389e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 21677 members 
Mstep: Class 4 contains 195119 members 
Mstep: Class 5 contains 44909 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69633 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18245 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 40812 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 51350 members 
Mstep: Class 16 contains 179287 members 
Mstep: Class 17 contains 26605 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 45414 members 
Mstep: Class 21 contains 51223 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200479 members 
Mstep: Class 27 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238920.000000 Penalty: 92692.289062
Iteration 206Q: 28 clusters Score -1.332389e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 13515 members 
Mstep: Class 3 contains 21683 members 
Mstep: Class 4 contains 195122 members 
Mstep: Class 5 contains 44937 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 253 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69668 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 40807 members 
Mstep: Class 14 contains 38384 members 
Mstep: Class 15 contains 51356 members 
Mstep: Class 16 contains 179114 members 
Mstep: Class 17 contains 26619 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 45403 members 
Mstep: Class 21 contains 51240 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200519 members 
Mstep: Class 27 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239016.000000 Penalty: 92692.289062
Iteration 207Q: 28 clusters Score -1.33239e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 13538 members 
Mstep: Class 3 contains 21692 members 
Mstep: Class 4 contains 195125 members 
Mstep: Class 5 contains 44970 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69703 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 40797 members 
Mstep: Class 14 contains 38398 members 
Mstep: Class 15 contains 51356 members 
Mstep: Class 16 contains 178955 members 
Mstep: Class 17 contains 26634 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 45408 members 
Mstep: Class 21 contains 51258 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200526 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238976.000000 Penalty: 92692.289062
Iteration 208Q: 28 clusters Score -1.33239e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 13559 members 
Mstep: Class 3 contains 21699 members 
Mstep: Class 4 contains 195123 members 
Mstep: Class 5 contains 44987 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69741 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 40797 members 
Mstep: Class 14 contains 38412 members 
Mstep: Class 15 contains 51371 members 
Mstep: Class 16 contains 178803 members 
Mstep: Class 17 contains 26643 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 45414 members 
Mstep: Class 21 contains 51266 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200544 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239136.000000 Penalty: 92692.289062
Iteration 209Q: 28 clusters Score -1.332391e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13577 members 
Mstep: Class 3 contains 21711 members 
Mstep: Class 4 contains 195123 members 
Mstep: Class 5 contains 45001 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69751 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18255 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40787 members 
Mstep: Class 14 contains 38429 members 
Mstep: Class 15 contains 51383 members 
Mstep: Class 16 contains 178687 members 
Mstep: Class 17 contains 26657 members 
Mstep: Class 18 contains 5158 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 45411 members 
Mstep: Class 21 contains 51285 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200559 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239312.000000 Penalty: 92692.289062
Iteration 210Q: 28 clusters Score -1.332393e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13604 members 
Mstep: Class 3 contains 21721 members 
Mstep: Class 4 contains 195118 members 
Mstep: Class 5 contains 45007 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69771 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40774 members 
Mstep: Class 14 contains 38430 members 
Mstep: Class 15 contains 51394 members 
Mstep: Class 16 contains 178590 members 
Mstep: Class 17 contains 26668 members 
Mstep: Class 18 contains 5155 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 45426 members 
Mstep: Class 21 contains 51316 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200542 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239120.000000 Penalty: 92692.289062
Iteration 211Q: 28 clusters Score -1.332391e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13632 members 
Mstep: Class 3 contains 21729 members 
Mstep: Class 4 contains 195118 members 
Mstep: Class 5 contains 45025 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69797 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18267 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40768 members 
Mstep: Class 14 contains 38428 members 
Mstep: Class 15 contains 51409 members 
Mstep: Class 16 contains 178447 members 
Mstep: Class 17 contains 26679 members 
Mstep: Class 18 contains 5154 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45429 members 
Mstep: Class 21 contains 51334 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200562 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239200.000000 Penalty: 92692.289062
Iteration 212Q: 28 clusters Score -1.332392e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 21739 members 
Mstep: Class 4 contains 195112 members 
Mstep: Class 5 contains 45042 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 69824 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18273 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40767 members 
Mstep: Class 14 contains 38437 members 
Mstep: Class 15 contains 51422 members 
Mstep: Class 16 contains 178289 members 
Mstep: Class 17 contains 26690 members 
Mstep: Class 18 contains 5154 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 45437 members 
Mstep: Class 21 contains 51346 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2490 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200594 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239256.000000 Penalty: 92692.289062
Iteration 213Q: 28 clusters Score -1.332393e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 21745 members 
Mstep: Class 4 contains 195111 members 
Mstep: Class 5 contains 45059 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69845 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40763 members 
Mstep: Class 14 contains 38448 members 
Mstep: Class 15 contains 51443 members 
Mstep: Class 16 contains 178146 members 
Mstep: Class 17 contains 26698 members 
Mstep: Class 18 contains 5153 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 45447 members 
Mstep: Class 21 contains 51365 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2490 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200602 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239440.000000 Penalty: 92692.289062
Iteration 214Q: 28 clusters Score -1.332394e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13700 members 
Mstep: Class 3 contains 21754 members 
Mstep: Class 4 contains 195103 members 
Mstep: Class 5 contains 45066 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69867 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18287 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40761 members 
Mstep: Class 14 contains 38452 members 
Mstep: Class 15 contains 51463 members 
Mstep: Class 16 contains 178007 members 
Mstep: Class 17 contains 26709 members 
Mstep: Class 18 contains 5153 members 
Mstep: Class 19 contains 9327 members 
Mstep: Class 20 contains 45451 members 
Mstep: Class 21 contains 51381 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2490 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200626 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239280.000000 Penalty: 92692.289062
Iteration 215Q: 28 clusters Score -1.332393e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 13720 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 195103 members 
Mstep: Class 5 contains 45072 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 69886 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18293 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40752 members 
Mstep: Class 14 contains 38460 members 
Mstep: Class 15 contains 51496 members 
Mstep: Class 16 contains 177860 members 
Mstep: Class 17 contains 26717 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 20 contains 45461 members 
Mstep: Class 21 contains 51403 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2490 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200644 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239240.000000 Penalty: 92692.289062
Iteration 216Q: 28 clusters Score -1.332392e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 13738 members 
Mstep: Class 3 contains 21766 members 
Mstep: Class 4 contains 195107 members 
Mstep: Class 5 contains 45080 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69899 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18300 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40740 members 
Mstep: Class 14 contains 38474 members 
Mstep: Class 15 contains 51512 members 
Mstep: Class 16 contains 177711 members 
Mstep: Class 17 contains 26728 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 9324 members 
Mstep: Class 20 contains 45466 members 
Mstep: Class 21 contains 51428 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2490 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200682 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239304.000000 Penalty: 92692.289062
Iteration 217Q: 28 clusters Score -1.332393e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13760 members 
Mstep: Class 3 contains 21766 members 
Mstep: Class 4 contains 195104 members 
Mstep: Class 5 contains 45086 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69919 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18310 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40735 members 
Mstep: Class 14 contains 38486 members 
Mstep: Class 15 contains 51535 members 
Mstep: Class 16 contains 177579 members 
Mstep: Class 17 contains 26735 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 45469 members 
Mstep: Class 21 contains 51442 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200706 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239136.000000 Penalty: 92692.289062
Iteration 218Q: 28 clusters Score -1.332391e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 21769 members 
Mstep: Class 4 contains 195098 members 
Mstep: Class 5 contains 45089 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 69958 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40729 members 
Mstep: Class 14 contains 38492 members 
Mstep: Class 15 contains 51551 members 
Mstep: Class 16 contains 177451 members 
Mstep: Class 17 contains 26742 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 45477 members 
Mstep: Class 21 contains 51459 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200718 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239256.000000 Penalty: 92692.289062
Iteration 219Q: 28 clusters Score -1.332393e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 21773 members 
Mstep: Class 4 contains 195097 members 
Mstep: Class 5 contains 45102 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 70006 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40717 members 
Mstep: Class 14 contains 38503 members 
Mstep: Class 15 contains 51568 members 
Mstep: Class 16 contains 177367 members 
Mstep: Class 17 contains 26750 members 
Mstep: Class 18 contains 5150 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 45483 members 
Mstep: Class 21 contains 51479 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200665 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239168.000000 Penalty: 92692.289062
Iteration 220F: 28 clusters Score -1.332392e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13807 members 
Mstep: Class 3 contains 21779 members 
Mstep: Class 4 contains 195095 members 
Mstep: Class 5 contains 45122 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 70038 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18338 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40712 members 
Mstep: Class 14 contains 38521 members 
Mstep: Class 15 contains 51583 members 
Mstep: Class 16 contains 177304 members 
Mstep: Class 17 contains 26753 members 
Mstep: Class 18 contains 5150 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 45490 members 
Mstep: Class 21 contains 51513 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200579 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239184.000000 Penalty: 92692.289062
Iteration 221Q: 28 clusters Score -1.332392e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 21784 members 
Mstep: Class 4 contains 195088 members 
Mstep: Class 5 contains 45132 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 70076 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40707 members 
Mstep: Class 14 contains 38537 members 
Mstep: Class 15 contains 51595 members 
Mstep: Class 16 contains 177254 members 
Mstep: Class 17 contains 26753 members 
Mstep: Class 18 contains 5150 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 20 contains 45488 members 
Mstep: Class 21 contains 51542 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200518 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239256.000000 Penalty: 92692.289062
Iteration 222Q: 28 clusters Score -1.332393e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 13849 members 
Mstep: Class 3 contains 21788 members 
Mstep: Class 4 contains 195074 members 
Mstep: Class 5 contains 45145 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 70117 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40704 members 
Mstep: Class 14 contains 38555 members 
Mstep: Class 15 contains 51611 members 
Mstep: Class 16 contains 177177 members 
Mstep: Class 17 contains 26756 members 
Mstep: Class 18 contains 5150 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 20 contains 45493 members 
Mstep: Class 21 contains 51572 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2490 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200463 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239312.000000 Penalty: 92692.289062
Iteration 223Q: 28 clusters Score -1.332393e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 195067 members 
Mstep: Class 5 contains 45165 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 70154 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18329 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40706 members 
Mstep: Class 14 contains 38566 members 
Mstep: Class 15 contains 51638 members 
Mstep: Class 16 contains 177083 members 
Mstep: Class 17 contains 26765 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 20 contains 45499 members 
Mstep: Class 21 contains 51602 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200375 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239176.000000 Penalty: 92692.289062
Iteration 224Q: 28 clusters Score -1.332392e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13931 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 195058 members 
Mstep: Class 5 contains 45178 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 70211 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40691 members 
Mstep: Class 14 contains 38586 members 
Mstep: Class 15 contains 51658 members 
Mstep: Class 16 contains 176990 members 
Mstep: Class 17 contains 26769 members 
Mstep: Class 18 contains 5148 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 20 contains 45504 members 
Mstep: Class 21 contains 51627 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200294 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239424.000000 Penalty: 92692.289062
Iteration 225Q: 28 clusters Score -1.332394e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13974 members 
Mstep: Class 3 contains 21811 members 
Mstep: Class 4 contains 195046 members 
Mstep: Class 5 contains 45193 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70264 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40687 members 
Mstep: Class 14 contains 38596 members 
Mstep: Class 15 contains 51678 members 
Mstep: Class 16 contains 176869 members 
Mstep: Class 17 contains 26783 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 20 contains 45517 members 
Mstep: Class 21 contains 51654 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2491 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200231 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239408.000000 Penalty: 92692.289062
Iteration 226Q: 28 clusters Score -1.332394e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 21819 members 
Mstep: Class 4 contains 195039 members 
Mstep: Class 5 contains 45215 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70296 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40676 members 
Mstep: Class 14 contains 38612 members 
Mstep: Class 15 contains 51705 members 
Mstep: Class 16 contains 176729 members 
Mstep: Class 17 contains 26799 members 
Mstep: Class 18 contains 5146 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 45525 members 
Mstep: Class 21 contains 51681 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2491 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200194 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239400.000000 Penalty: 92692.289062
Iteration 227Q: 28 clusters Score -1.332394e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14063 members 
Mstep: Class 3 contains 21823 members 
Mstep: Class 4 contains 195028 members 
Mstep: Class 5 contains 45232 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70338 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18338 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40679 members 
Mstep: Class 14 contains 38627 members 
Mstep: Class 15 contains 51720 members 
Mstep: Class 16 contains 176624 members 
Mstep: Class 17 contains 26811 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 45522 members 
Mstep: Class 21 contains 51703 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2491 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200127 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239424.000000 Penalty: 92692.289062
Iteration 228Q: 28 clusters Score -1.332394e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 21828 members 
Mstep: Class 4 contains 195025 members 
Mstep: Class 5 contains 45240 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70371 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18351 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40678 members 
Mstep: Class 14 contains 38629 members 
Mstep: Class 15 contains 51734 members 
Mstep: Class 16 contains 176556 members 
Mstep: Class 17 contains 26834 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 45519 members 
Mstep: Class 21 contains 51724 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 200045 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239576.000000 Penalty: 92692.289062
Iteration 229Q: 28 clusters Score -1.332396e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 14135 members 
Mstep: Class 3 contains 21832 members 
Mstep: Class 4 contains 195022 members 
Mstep: Class 5 contains 45257 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70416 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18352 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 38633 members 
Mstep: Class 15 contains 51763 members 
Mstep: Class 16 contains 176481 members 
Mstep: Class 17 contains 26849 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 45524 members 
Mstep: Class 21 contains 51745 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199954 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239648.000000 Penalty: 92692.289062
Iteration 230Q: 28 clusters Score -1.332396e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 14165 members 
Mstep: Class 3 contains 21835 members 
Mstep: Class 4 contains 195015 members 
Mstep: Class 5 contains 45274 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18354 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40666 members 
Mstep: Class 14 contains 38639 members 
Mstep: Class 15 contains 51782 members 
Mstep: Class 16 contains 176396 members 
Mstep: Class 17 contains 26865 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 9324 members 
Mstep: Class 20 contains 45526 members 
Mstep: Class 21 contains 51765 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199892 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239592.000000 Penalty: 92692.289062
Iteration 231Q: 28 clusters Score -1.332396e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 14198 members 
Mstep: Class 3 contains 21838 members 
Mstep: Class 4 contains 195008 members 
Mstep: Class 5 contains 45287 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70507 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40663 members 
Mstep: Class 14 contains 38651 members 
Mstep: Class 15 contains 51797 members 
Mstep: Class 16 contains 176303 members 
Mstep: Class 17 contains 26876 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 9324 members 
Mstep: Class 20 contains 45530 members 
Mstep: Class 21 contains 51786 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199823 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239656.000000 Penalty: 92692.289062
Iteration 232Q: 28 clusters Score -1.332397e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 21841 members 
Mstep: Class 4 contains 195004 members 
Mstep: Class 5 contains 45311 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70545 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18369 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40665 members 
Mstep: Class 14 contains 38663 members 
Mstep: Class 15 contains 51819 members 
Mstep: Class 16 contains 176214 members 
Mstep: Class 17 contains 26885 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 9323 members 
Mstep: Class 20 contains 45538 members 
Mstep: Class 21 contains 51807 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199740 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239464.000000 Penalty: 92692.289062
Iteration 233Q: 28 clusters Score -1.332395e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 21843 members 
Mstep: Class 4 contains 194998 members 
Mstep: Class 5 contains 45330 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 70596 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40667 members 
Mstep: Class 14 contains 38671 members 
Mstep: Class 15 contains 51845 members 
Mstep: Class 16 contains 176140 members 
Mstep: Class 17 contains 26888 members 
Mstep: Class 18 contains 5144 members 
Mstep: Class 19 contains 9323 members 
Mstep: Class 20 contains 45548 members 
Mstep: Class 21 contains 51815 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199651 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239472.000000 Penalty: 92692.289062
Iteration 234Q: 28 clusters Score -1.332395e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 21853 members 
Mstep: Class 4 contains 194998 members 
Mstep: Class 5 contains 45361 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70647 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40670 members 
Mstep: Class 14 contains 38675 members 
Mstep: Class 15 contains 51861 members 
Mstep: Class 16 contains 175995 members 
Mstep: Class 17 contains 26895 members 
Mstep: Class 18 contains 5142 members 
Mstep: Class 19 contains 9321 members 
Mstep: Class 20 contains 45560 members 
Mstep: Class 21 contains 51817 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199614 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239440.000000 Penalty: 92692.289062
Iteration 235Q: 28 clusters Score -1.332394e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 14373 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 194994 members 
Mstep: Class 5 contains 45384 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70694 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40672 members 
Mstep: Class 14 contains 38689 members 
Mstep: Class 15 contains 51875 members 
Mstep: Class 16 contains 175852 members 
Mstep: Class 17 contains 26902 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 45570 members 
Mstep: Class 21 contains 51821 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2490 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199584 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239640.000000 Penalty: 92692.289062
Iteration 236Q: 28 clusters Score -1.332396e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 14412 members 
Mstep: Class 3 contains 21859 members 
Mstep: Class 4 contains 194994 members 
Mstep: Class 5 contains 45405 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70726 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18392 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40676 members 
Mstep: Class 14 contains 38702 members 
Mstep: Class 15 contains 51892 members 
Mstep: Class 16 contains 175728 members 
Mstep: Class 17 contains 26916 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 45576 members 
Mstep: Class 21 contains 51824 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199546 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239648.000000 Penalty: 92692.289062
Iteration 237Q: 28 clusters Score -1.332396e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14444 members 
Mstep: Class 3 contains 21867 members 
Mstep: Class 4 contains 194993 members 
Mstep: Class 5 contains 45428 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 70757 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40674 members 
Mstep: Class 14 contains 38710 members 
Mstep: Class 15 contains 51902 members 
Mstep: Class 16 contains 175616 members 
Mstep: Class 17 contains 26932 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 45573 members 
Mstep: Class 21 contains 51833 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199517 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239512.000000 Penalty: 92692.289062
Iteration 238Q: 28 clusters Score -1.332395e+08 nChanged 644
Entering ConstructFrom: 
Score: -133239512.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -598755.187500 Penalty: 2098.968018
	Iteration 0F: 2 clusters Score -598755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -594388.562500 Penalty: 4197.936035
	Iteration 0F: 3 clusters Score -594388.6 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -595415.500000 Penalty: 4197.936035
	Iteration 1F: 3 clusters Score -595415.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -595787.437500 Penalty: 4197.936035
	Iteration 2F: 3 clusters Score -595787.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -596333.250000 Penalty: 4197.936035
	Iteration 3F: 3 clusters Score -596333.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -597117.375000 Penalty: 4197.936035
	Iteration 4F: 3 clusters Score -597117.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -597869.812500 Penalty: 4197.936035
	Iteration 5F: 3 clusters Score -597869.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -598334.125000 Penalty: 4197.936035
	Iteration 6F: 3 clusters Score -598334.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -598640.312500 Penalty: 4197.936035
	Iteration 7F: 3 clusters Score -598640.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -598856.625000 Penalty: 4197.936035
	Iteration 8Q: 3 clusters Score -598856.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -599036.250000 Penalty: 4197.936035
	Iteration 9Q: 3 clusters Score -599036.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -599248.125000 Penalty: 4197.936035
	Iteration 10Q: 3 clusters Score -599248.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -599495.812500 Penalty: 4197.936035
	Iteration 11Q: 3 clusters Score -599495.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -599652.562500 Penalty: 4197.936035
	Iteration 12Q: 3 clusters Score -599652.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -599697.937500 Penalty: 4197.936035
	Iteration 13Q: 3 clusters Score -599697.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -599711.875000 Penalty: 4197.936035
	Iteration 14Q: 3 clusters Score -599711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -599715.500000 Penalty: 4197.936035
	Iteration 15Q: 3 clusters Score -599715.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -599717.750000 Penalty: 4197.936035
	Iteration 16Q: 3 clusters Score -599717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -599718.500000 Penalty: 4197.936035
	Iteration 17Q: 3 clusters Score -599718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -599721.125000 Penalty: 4197.936035
	Iteration 18Q: 3 clusters Score -599721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -599720.500000 Penalty: 4197.936035
	Iteration 19Q: 3 clusters Score -599720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -599721.812500 Penalty: 4197.936035
	Iteration 20F: 3 clusters Score -599721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -599722.375000 Penalty: 4197.936035
	Iteration 21Q: 3 clusters Score -599722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -599723.312500 Penalty: 4197.936035
	Iteration 22Q: 3 clusters Score -599723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -599725.375000 Penalty: 4197.936035
	Iteration 23Q: 3 clusters Score -599725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -599726.250000 Penalty: 4197.936035
	Iteration 24Q: 3 clusters Score -599726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -599726.062500 Penalty: 4197.936035
	Iteration 25Q: 3 clusters Score -599726.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -599726.062500 Penalty: 4197.936035
	Iteration 26F: 3 clusters Score -599726.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 21874 members 
Mstep: Class 4 contains 194992 members 
Mstep: Class 5 contains 45439 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 70795 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40670 members 
Mstep: Class 14 contains 38729 members 
Mstep: Class 15 contains 51912 members 
Mstep: Class 16 contains 175454 members 
Mstep: Class 17 contains 26939 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9321 members 
Mstep: Class 20 contains 45572 members 
Mstep: Class 21 contains 51851 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199531 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 1237 members 
Entering Unmasked Estep 
Score: -133238944.000000 Penalty: 96125.335938
Splitting cluster 1 changes total score from -133239512.000000 to -133238944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Entering Unmasked Estep 
Score: -1955286.125000 Penalty: 2376.072754
	Iteration 0F: 2 clusters Score -1955286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1944702.250000 Penalty: 4752.145508
	Iteration 0F: 3 clusters Score -1944702 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1948010.625000 Penalty: 4752.145508
	Iteration 1F: 3 clusters Score -1948011 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1948376.750000 Penalty: 4752.145508
	Iteration 2F: 3 clusters Score -1948377 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1948697.625000 Penalty: 4752.145508
	Iteration 3Q: 3 clusters Score -1948698 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1949052.750000 Penalty: 4752.145508
	Iteration 4Q: 3 clusters Score -1949053 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1949468.500000 Penalty: 4752.145508
	Iteration 5F: 3 clusters Score -1949468 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1949988.375000 Penalty: 4752.145508
	Iteration 6F: 3 clusters Score -1949988 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1950589.000000 Penalty: 4752.145508
	Iteration 7F: 3 clusters Score -1950589 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1951279.625000 Penalty: 4752.145508
	Iteration 8F: 3 clusters Score -1951280 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1951969.750000 Penalty: 4752.145508
	Iteration 9F: 3 clusters Score -1951970 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1952631.375000 Penalty: 4752.145508
	Iteration 10F: 3 clusters Score -1952631 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1953175.875000 Penalty: 4752.145508
	Iteration 11Q: 3 clusters Score -1953176 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1953487.875000 Penalty: 4752.145508
	Iteration 12Q: 3 clusters Score -1953488 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1953674.500000 Penalty: 4752.145508
	Iteration 13Q: 3 clusters Score -1953674 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1953788.500000 Penalty: 4752.145508
	Iteration 14Q: 3 clusters Score -1953788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1953877.625000 Penalty: 4752.145508
	Iteration 15Q: 3 clusters Score -1953878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1953921.750000 Penalty: 4752.145508
	Iteration 16Q: 3 clusters Score -1953922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1953961.000000 Penalty: 4752.145508
	Iteration 17Q: 3 clusters Score -1953961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1953993.250000 Penalty: 4752.145508
	Iteration 18Q: 3 clusters Score -1953993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1954007.625000 Penalty: 4752.145508
	Iteration 19Q: 3 clusters Score -1954008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1954022.500000 Penalty: 4752.145508
	Iteration 20F: 3 clusters Score -1954022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1954039.375000 Penalty: 4752.145508
	Iteration 21Q: 3 clusters Score -1954039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1954050.125000 Penalty: 4752.145508
	Iteration 22Q: 3 clusters Score -1954050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1954066.375000 Penalty: 4752.145508
	Iteration 23Q: 3 clusters Score -1954066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1954070.875000 Penalty: 4752.145508
	Iteration 24Q: 3 clusters Score -1954071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1954078.625000 Penalty: 4752.145508
	Iteration 25Q: 3 clusters Score -1954079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1954082.625000 Penalty: 4752.145508
	Iteration 26Q: 3 clusters Score -1954083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1954085.500000 Penalty: 4752.145508
	Iteration 27Q: 3 clusters Score -1954086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1954085.875000 Penalty: 4752.145508
	Iteration 28Q: 3 clusters Score -1954086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1954087.125000 Penalty: 4752.145508
	Iteration 29Q: 3 clusters Score -1954087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1954090.125000 Penalty: 4752.145508
	Iteration 30Q: 3 clusters Score -1954090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1954090.125000 Penalty: 4752.145508
	Iteration 31Q: 3 clusters Score -1954090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1954092.625000 Penalty: 4752.145508
	Iteration 32Q: 3 clusters Score -1954093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1954091.750000 Penalty: 4752.145508
	Iteration 33Q: 3 clusters Score -1954092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1954095.625000 Penalty: 4752.145508
	Iteration 34Q: 3 clusters Score -1954096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1954096.500000 Penalty: 4752.145508
	Iteration 35Q: 3 clusters Score -1954096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1954099.875000 Penalty: 4752.145508
	Iteration 36Q: 3 clusters Score -1954100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1954100.000000 Penalty: 4752.145508
	Iteration 37Q: 3 clusters Score -1954100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1954102.250000 Penalty: 4752.145508
	Iteration 38Q: 3 clusters Score -1954102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1954105.875000 Penalty: 4752.145508
	Iteration 39Q: 3 clusters Score -1954106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1954106.500000 Penalty: 4752.145508
	Iteration 40F: 3 clusters Score -1954106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1954109.625000 Penalty: 4752.145508
	Iteration 41Q: 3 clusters Score -1954110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1954114.125000 Penalty: 4752.145508
	Iteration 42Q: 3 clusters Score -1954114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1954115.625000 Penalty: 4752.145508
	Iteration 43Q: 3 clusters Score -1954116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1954117.375000 Penalty: 4752.145508
	Iteration 44Q: 3 clusters Score -1954117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1954119.375000 Penalty: 4752.145508
	Iteration 45Q: 3 clusters Score -1954119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1954119.625000 Penalty: 4752.145508
	Iteration 46Q: 3 clusters Score -1954120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1954119.000000 Penalty: 4752.145508
	Iteration 47Q: 3 clusters Score -1954119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1954119.000000 Penalty: 4752.145508
	Iteration 48F: 3 clusters Score -1954119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Entering Unmasked Estep 
Score: -2728292.750000 Penalty: 2478.277588
	Iteration 0F: 2 clusters Score -2728293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2712935.250000 Penalty: 4956.555176
	Iteration 0F: 3 clusters Score -2712935 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2718096.250000 Penalty: 4956.555176
	Iteration 1F: 3 clusters Score -2718096 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2718564.250000 Penalty: 4956.555176
	Iteration 2F: 3 clusters Score -2718564 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2719009.500000 Penalty: 4956.555176
	Iteration 3F: 3 clusters Score -2719010 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2719491.750000 Penalty: 4956.555176
	Iteration 4Q: 3 clusters Score -2719492 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2720007.500000 Penalty: 4956.555176
	Iteration 5Q: 3 clusters Score -2720008 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2720610.000000 Penalty: 4956.555176
	Iteration 6F: 3 clusters Score -2720610 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2721294.500000 Penalty: 4956.555176
	Iteration 7F: 3 clusters Score -2721294 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2722042.250000 Penalty: 4956.555176
	Iteration 8F: 3 clusters Score -2722042 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2722834.000000 Penalty: 4956.555176
	Iteration 9F: 3 clusters Score -2722834 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2723528.250000 Penalty: 4956.555176
	Iteration 10Q: 3 clusters Score -2723528 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2724095.750000 Penalty: 4956.555176
	Iteration 11Q: 3 clusters Score -2724096 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2724442.500000 Penalty: 4956.555176
	Iteration 12Q: 3 clusters Score -2724442 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2724674.000000 Penalty: 4956.555176
	Iteration 13Q: 3 clusters Score -2724674 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2724778.000000 Penalty: 4956.555176
	Iteration 14Q: 3 clusters Score -2724778 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2724851.750000 Penalty: 4956.555176
	Iteration 15Q: 3 clusters Score -2724852 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2724934.500000 Penalty: 4956.555176
	Iteration 16Q: 3 clusters Score -2724934 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2724994.000000 Penalty: 4956.555176
	Iteration 17Q: 3 clusters Score -2724994 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2725061.000000 Penalty: 4956.555176
	Iteration 18Q: 3 clusters Score -2725061 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2725120.500000 Penalty: 4956.555176
	Iteration 19Q: 3 clusters Score -2725120 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2725172.250000 Penalty: 4956.555176
	Iteration 20F: 3 clusters Score -2725172 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2725217.250000 Penalty: 4956.555176
	Iteration 21Q: 3 clusters Score -2725217 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2725242.250000 Penalty: 4956.555176
	Iteration 22Q: 3 clusters Score -2725242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2725283.250000 Penalty: 4956.555176
	Iteration 23Q: 3 clusters Score -2725283 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2725319.750000 Penalty: 4956.555176
	Iteration 24Q: 3 clusters Score -2725320 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2725351.250000 Penalty: 4956.555176
	Iteration 25Q: 3 clusters Score -2725351 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2725401.250000 Penalty: 4956.555176
	Iteration 26Q: 3 clusters Score -2725401 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2725459.250000 Penalty: 4956.555176
	Iteration 27Q: 3 clusters Score -2725459 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2725513.500000 Penalty: 4956.555176
	Iteration 28Q: 3 clusters Score -2725514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2725541.750000 Penalty: 4956.555176
	Iteration 29Q: 3 clusters Score -2725542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2725577.750000 Penalty: 4956.555176
	Iteration 30Q: 3 clusters Score -2725578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2725616.750000 Penalty: 4956.555176
	Iteration 31Q: 3 clusters Score -2725617 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2725655.500000 Penalty: 4956.555176
	Iteration 32Q: 3 clusters Score -2725656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2725689.750000 Penalty: 4956.555176
	Iteration 33Q: 3 clusters Score -2725690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2725728.000000 Penalty: 4956.555176
	Iteration 34Q: 3 clusters Score -2725728 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2725756.750000 Penalty: 4956.555176
	Iteration 35Q: 3 clusters Score -2725757 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2725790.500000 Penalty: 4956.555176
	Iteration 36Q: 3 clusters Score -2725790 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2725824.750000 Penalty: 4956.555176
	Iteration 37Q: 3 clusters Score -2725825 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2725856.000000 Penalty: 4956.555176
	Iteration 38Q: 3 clusters Score -2725856 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2725892.500000 Penalty: 4956.555176
	Iteration 39Q: 3 clusters Score -2725892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2725927.250000 Penalty: 4956.555176
	Iteration 40F: 3 clusters Score -2725927 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2725965.250000 Penalty: 4956.555176
	Iteration 41Q: 3 clusters Score -2725965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2726000.000000 Penalty: 4956.555176
	Iteration 42Q: 3 clusters Score -2726000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2726034.750000 Penalty: 4956.555176
	Iteration 43Q: 3 clusters Score -2726035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2726061.000000 Penalty: 4956.555176
	Iteration 44Q: 3 clusters Score -2726061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2726086.750000 Penalty: 4956.555176
	Iteration 45Q: 3 clusters Score -2726087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2726110.000000 Penalty: 4956.555176
	Iteration 46Q: 3 clusters Score -2726110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2726124.000000 Penalty: 4956.555176
	Iteration 47Q: 3 clusters Score -2726124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2726134.250000 Penalty: 4956.555176
	Iteration 48Q: 3 clusters Score -2726134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2726140.750000 Penalty: 4956.555176
	Iteration 49Q: 3 clusters Score -2726141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2726149.500000 Penalty: 4956.555176
	Iteration 50Q: 3 clusters Score -2726150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2726152.250000 Penalty: 4956.555176
	Iteration 51Q: 3 clusters Score -2726152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2726160.750000 Penalty: 4956.555176
	Iteration 52Q: 3 clusters Score -2726161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2726166.750000 Penalty: 4956.555176
	Iteration 53Q: 3 clusters Score -2726167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2726169.250000 Penalty: 4956.555176
	Iteration 54Q: 3 clusters Score -2726169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2726173.500000 Penalty: 4956.555176
	Iteration 55Q: 3 clusters Score -2726174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2726180.750000 Penalty: 4956.555176
	Iteration 56Q: 3 clusters Score -2726181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2726186.500000 Penalty: 4956.555176
	Iteration 57Q: 3 clusters Score -2726186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2726190.250000 Penalty: 4956.555176
	Iteration 58Q: 3 clusters Score -2726190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2726190.000000 Penalty: 4956.555176
	Iteration 59Q: 3 clusters Score -2726190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2726196.500000 Penalty: 4956.555176
	Iteration 60F: 3 clusters Score -2726196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2726201.500000 Penalty: 4956.555176
	Iteration 61Q: 3 clusters Score -2726202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2726203.250000 Penalty: 4956.555176
	Iteration 62Q: 3 clusters Score -2726203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2726204.000000 Penalty: 4956.555176
	Iteration 63Q: 3 clusters Score -2726204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2726208.750000 Penalty: 4956.555176
	Iteration 64Q: 3 clusters Score -2726209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2726212.750000 Penalty: 4956.555176
	Iteration 65Q: 3 clusters Score -2726213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2726216.250000 Penalty: 4956.555176
	Iteration 66Q: 3 clusters Score -2726216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2726220.500000 Penalty: 4956.555176
	Iteration 67Q: 3 clusters Score -2726220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2726224.000000 Penalty: 4956.555176
	Iteration 68Q: 3 clusters Score -2726224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2726228.000000 Penalty: 4956.555176
	Iteration 69Q: 3 clusters Score -2726228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2726229.000000 Penalty: 4956.555176
	Iteration 70Q: 3 clusters Score -2726229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2726232.750000 Penalty: 4956.555176
	Iteration 71Q: 3 clusters Score -2726233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2726233.250000 Penalty: 4956.555176
	Iteration 72Q: 3 clusters Score -2726233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2726236.750000 Penalty: 4956.555176
	Iteration 73Q: 3 clusters Score -2726237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2726236.250000 Penalty: 4956.555176
	Iteration 74Q: 3 clusters Score -2726236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2726236.250000 Penalty: 4956.555176
	Iteration 75F: 3 clusters Score -2726236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194992 members 
Entering Unmasked Estep 
Score: -25777170.000000 Penalty: 3020.816895
	Iteration 0F: 2 clusters Score -2.577717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -25668754.000000 Penalty: 6041.633789
	Iteration 0F: 3 clusters Score -2.566875e+07 nChanged 93665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
Score: -25723066.000000 Penalty: 6041.633789
	Iteration 1F: 3 clusters Score -2.572307e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -25724460.000000 Penalty: 6041.633789
	Iteration 2Q: 3 clusters Score -2.572446e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 110997 members 
Entering Unmasked Estep 
Score: -25726488.000000 Penalty: 6041.633789
	Iteration 3Q: 3 clusters Score -2.572649e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -25730034.000000 Penalty: 6041.633789
	Iteration 4Q: 3 clusters Score -2.573003e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 128649 members 
Entering Unmasked Estep 
Score: -25735592.000000 Penalty: 6041.633789
	Iteration 5F: 3 clusters Score -2.573559e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -25744214.000000 Penalty: 6041.633789
	Iteration 6F: 3 clusters Score -2.574421e+07 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -25755030.000000 Penalty: 6041.633789
	Iteration 7F: 3 clusters Score -2.575503e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -25764256.000000 Penalty: 6041.633789
	Iteration 8F: 3 clusters Score -2.576426e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 174623 members 
Entering Unmasked Estep 
Score: -25769284.000000 Penalty: 6041.633789
	Iteration 9Q: 3 clusters Score -2.576928e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 179719 members 
Entering Unmasked Estep 
Score: -25771856.000000 Penalty: 6041.633789
	Iteration 10Q: 3 clusters Score -2.577186e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 183095 members 
Entering Unmasked Estep 
Score: -25773306.000000 Penalty: 6041.633789
	Iteration 11Q: 3 clusters Score -2.577331e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 185548 members 
Entering Unmasked Estep 
Score: -25774154.000000 Penalty: 6041.633789
	Iteration 12Q: 3 clusters Score -2.577415e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 187359 members 
Entering Unmasked Estep 
Score: -25774458.000000 Penalty: 6041.633789
	Iteration 13Q: 3 clusters Score -2.577446e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 188752 members 
Entering Unmasked Estep 
Score: -25774682.000000 Penalty: 6041.633789
	Iteration 14Q: 3 clusters Score -2.577468e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 189821 members 
Entering Unmasked Estep 
Score: -25774812.000000 Penalty: 6041.633789
	Iteration 15Q: 3 clusters Score -2.577481e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 190662 members 
Entering Unmasked Estep 
Score: -25774796.000000 Penalty: 6041.633789
	Iteration 16Q: 3 clusters Score -2.57748e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 191316 members 
Entering Unmasked Estep 
Score: -25774840.000000 Penalty: 6041.633789
	Iteration 17Q: 3 clusters Score -2.577484e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 191803 members 
Entering Unmasked Estep 
Score: -25774930.000000 Penalty: 6041.633789
	Iteration 18Q: 3 clusters Score -2.577493e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 192183 members 
Entering Unmasked Estep 
Score: -25774994.000000 Penalty: 6041.633789
	Iteration 19Q: 3 clusters Score -2.577499e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 192510 members 
Entering Unmasked Estep 
Score: -25774978.000000 Penalty: 6041.633789
	Iteration 20F: 3 clusters Score -2.577498e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 192762 members 
Entering Unmasked Estep 
Score: -25774968.000000 Penalty: 6041.633789
	Iteration 21Q: 3 clusters Score -2.577497e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 192965 members 
Entering Unmasked Estep 
Score: -25774934.000000 Penalty: 6041.633789
	Iteration 22Q: 3 clusters Score -2.577493e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 193113 members 
Entering Unmasked Estep 
Score: -25774924.000000 Penalty: 6041.633789
	Iteration 23Q: 3 clusters Score -2.577492e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 193213 members 
Entering Unmasked Estep 
Score: -25775016.000000 Penalty: 6041.633789
	Iteration 24Q: 3 clusters Score -2.577502e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 193293 members 
Entering Unmasked Estep 
Score: -25775100.000000 Penalty: 6041.633789
	Iteration 25Q: 3 clusters Score -2.57751e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 193367 members 
Entering Unmasked Estep 
Score: -25775106.000000 Penalty: 6041.633789
	Iteration 26Q: 3 clusters Score -2.577511e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 193425 members 
Entering Unmasked Estep 
Score: -25775120.000000 Penalty: 6041.633789
	Iteration 27Q: 3 clusters Score -2.577512e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 193480 members 
Entering Unmasked Estep 
Score: -25775156.000000 Penalty: 6041.633789
	Iteration 28Q: 3 clusters Score -2.577516e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 193540 members 
Entering Unmasked Estep 
Score: -25775226.000000 Penalty: 6041.633789
	Iteration 29Q: 3 clusters Score -2.577523e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 193591 members 
Entering Unmasked Estep 
Score: -25775224.000000 Penalty: 6041.633789
	Iteration 30Q: 3 clusters Score -2.577522e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 193625 members 
Entering Unmasked Estep 
Score: -25775206.000000 Penalty: 6041.633789
	Iteration 31Q: 3 clusters Score -2.577521e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 193651 members 
Entering Unmasked Estep 
Score: -25775224.000000 Penalty: 6041.633789
	Iteration 32Q: 3 clusters Score -2.577522e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 193672 members 
Entering Unmasked Estep 
Score: -25775280.000000 Penalty: 6041.633789
	Iteration 33Q: 3 clusters Score -2.577528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 193697 members 
Entering Unmasked Estep 
Score: -25775272.000000 Penalty: 6041.633789
	Iteration 34Q: 3 clusters Score -2.577527e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 193724 members 
Entering Unmasked Estep 
Score: -25775260.000000 Penalty: 6041.633789
	Iteration 35Q: 3 clusters Score -2.577526e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 193747 members 
Entering Unmasked Estep 
Score: -25775266.000000 Penalty: 6041.633789
	Iteration 36Q: 3 clusters Score -2.577527e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 193767 members 
Entering Unmasked Estep 
Score: -25775282.000000 Penalty: 6041.633789
	Iteration 37Q: 3 clusters Score -2.577528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 193786 members 
Entering Unmasked Estep 
Score: -25775276.000000 Penalty: 6041.633789
	Iteration 38Q: 3 clusters Score -2.577528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 193798 members 
Entering Unmasked Estep 
Score: -25775284.000000 Penalty: 6041.633789
	Iteration 39Q: 3 clusters Score -2.577528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 193806 members 
Entering Unmasked Estep 
Score: -25775264.000000 Penalty: 6041.633789
	Iteration 40F: 3 clusters Score -2.577526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 193808 members 
Entering Unmasked Estep 
Score: -25775248.000000 Penalty: 6041.633789
	Iteration 41Q: 3 clusters Score -2.577525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 193808 members 
Entering Unmasked Estep 
Score: -25775262.000000 Penalty: 6041.633789
	Iteration 42Q: 3 clusters Score -2.577526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 193811 members 
Entering Unmasked Estep 
Score: -25775270.000000 Penalty: 6041.633789
	Iteration 43Q: 3 clusters Score -2.577527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 193810 members 
Entering Unmasked Estep 
Score: -25775260.000000 Penalty: 6041.633789
	Iteration 44Q: 3 clusters Score -2.577526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -25775256.000000 Penalty: 6041.633789
	Iteration 45Q: 3 clusters Score -2.577526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -25775260.000000 Penalty: 6041.633789
	Iteration 46Q: 3 clusters Score -2.577526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -25775270.000000 Penalty: 6041.633789
	Iteration 47Q: 3 clusters Score -2.577527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 193807 members 
Entering Unmasked Estep 
Score: -25775282.000000 Penalty: 6041.633789
	Iteration 48Q: 3 clusters Score -2.577528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 193808 members 
Entering Unmasked Estep 
Score: -25775284.000000 Penalty: 6041.633789
	Iteration 49Q: 3 clusters Score -2.577528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 193810 members 
Entering Unmasked Estep 
Score: -25775300.000000 Penalty: 6041.633789
	Iteration 50Q: 3 clusters Score -2.57753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 193815 members 
Entering Unmasked Estep 
Score: -25775288.000000 Penalty: 6041.633789
	Iteration 51Q: 3 clusters Score -2.577529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 193818 members 
Entering Unmasked Estep 
Score: -25775294.000000 Penalty: 6041.633789
	Iteration 52Q: 3 clusters Score -2.577529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 193822 members 
Entering Unmasked Estep 
Score: -25775284.000000 Penalty: 6041.633789
	Iteration 53Q: 3 clusters Score -2.577528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 193825 members 
Entering Unmasked Estep 
Score: -25775272.000000 Penalty: 6041.633789
	Iteration 54Q: 3 clusters Score -2.577527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 193826 members 
Entering Unmasked Estep 
Score: -25775264.000000 Penalty: 6041.633789
	Iteration 55Q: 3 clusters Score -2.577526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 193826 members 
Entering Unmasked Estep 
Score: -25775264.000000 Penalty: 6041.633789
	Iteration 56F: 3 clusters Score -2.577526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Entering Unmasked Estep 
Score: -6053659.000000 Penalty: 2659.583252
	Iteration 0F: 2 clusters Score -6053659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -6022914.000000 Penalty: 5319.166504
	Iteration 0F: 3 clusters Score -6022914 nChanged 20922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -6034398.000000 Penalty: 5319.166504
	Iteration 1F: 3 clusters Score -6034398 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -6034962.000000 Penalty: 5319.166504
	Iteration 2Q: 3 clusters Score -6034962 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -6035625.000000 Penalty: 5319.166504
	Iteration 3Q: 3 clusters Score -6035625 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -6036520.500000 Penalty: 5319.166504
	Iteration 4Q: 3 clusters Score -6036520 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -6037888.500000 Penalty: 5319.166504
	Iteration 5F: 3 clusters Score -6037888 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -6040035.500000 Penalty: 5319.166504
	Iteration 6F: 3 clusters Score -6040036 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -6042938.500000 Penalty: 5319.166504
	Iteration 7F: 3 clusters Score -6042938 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -6045992.000000 Penalty: 5319.166504
	Iteration 8F: 3 clusters Score -6045992 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -6048385.000000 Penalty: 5319.166504
	Iteration 9F: 3 clusters Score -6048385 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -6049877.000000 Penalty: 5319.166504
	Iteration 10Q: 3 clusters Score -6049877 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -6050615.000000 Penalty: 5319.166504
	Iteration 11Q: 3 clusters Score -6050615 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6050989.500000 Penalty: 5319.166504
	Iteration 12Q: 3 clusters Score -6050990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -6051156.500000 Penalty: 5319.166504
	Iteration 13Q: 3 clusters Score -6051156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -6051297.000000 Penalty: 5319.166504
	Iteration 14Q: 3 clusters Score -6051297 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -6051371.500000 Penalty: 5319.166504
	Iteration 15Q: 3 clusters Score -6051372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -6051398.500000 Penalty: 5319.166504
	Iteration 16Q: 3 clusters Score -6051398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -6051418.000000 Penalty: 5319.166504
	Iteration 17Q: 3 clusters Score -6051418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -6051428.000000 Penalty: 5319.166504
	Iteration 18Q: 3 clusters Score -6051428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -6051444.500000 Penalty: 5319.166504
	Iteration 19Q: 3 clusters Score -6051444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -6051451.000000 Penalty: 5319.166504
	Iteration 20F: 3 clusters Score -6051451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -6051451.500000 Penalty: 5319.166504
	Iteration 21Q: 3 clusters Score -6051452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -6051452.500000 Penalty: 5319.166504
	Iteration 22Q: 3 clusters Score -6051452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -6051460.500000 Penalty: 5319.166504
	Iteration 23Q: 3 clusters Score -6051460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -6051467.500000 Penalty: 5319.166504
	Iteration 24Q: 3 clusters Score -6051468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -6051464.500000 Penalty: 5319.166504
	Iteration 25Q: 3 clusters Score -6051464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -6051464.500000 Penalty: 5319.166504
	Iteration 26F: 3 clusters Score -6051464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -177417.187500 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -177417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -175227.984375 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -175228 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175643.531250 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -175643.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175768.703125 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -175768.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175858.968750 Penalty: 3591.362305
	Iteration 3Q: 3 clusters Score -175859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -175958.843750 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -175958.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -176070.234375 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -176070.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -176184.656250 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -176184.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176284.359375 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -176284.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -176373.546875 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -176373.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -176449.578125 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -176449.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176508.906250 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -176508.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176565.828125 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -176565.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -176628.625000 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -176628.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -176685.953125 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -176686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176736.531250 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -176736.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -176784.546875 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -176784.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -176815.453125 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -176815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -176834.968750 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -176835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -176841.187500 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -176841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -176845.062500 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -176845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -176846.937500 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -176846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -24766.675781 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -24766.68 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 132 members 
Entering Unmasked Estep 
Score: -23598.216797 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -23598.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23710.443359 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -23710.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23736.902344 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -23736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23765.210938 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -23765.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23791.054688 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -23791.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23803.750000 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -23803.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23819.599609 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -23819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23834.441406 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -23834.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23836.138672 Penalty: 2742.596680
	Iteration 8Q: 3 clusters Score -23836.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23844.175781 Penalty: 2742.596680
	Iteration 9Q: 3 clusters Score -23844.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23856.812500 Penalty: 2742.596680
	Iteration 10Q: 3 clusters Score -23856.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23868.105469 Penalty: 2742.596680
	Iteration 11Q: 3 clusters Score -23868.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23868.105469 Penalty: 2742.596680
	Iteration 12F: 3 clusters Score -23868.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -185707.718750 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -185707.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -183456.640625 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -183456.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -183841.406250 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -183841.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -183926.625000 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -183926.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -183979.875000 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -183979.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -184011.218750 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -184011.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -184032.281250 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -184032.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -184057.250000 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -184057.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -184089.312500 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -184089.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -184120.406250 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -184120.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -184136.828125 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -184136.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -184148.359375 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -184148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -184156.531250 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -184156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -184158.125000 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -184158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -184158.125000 Penalty: 3607.454102
	Iteration 13F: 3 clusters Score -184158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (70795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Entering Unmasked Estep 
Score: -9478955.000000 Penalty: 2769.550781
	Iteration 0F: 2 clusters Score -9478955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -9431490.000000 Penalty: 5539.101562
	Iteration 0F: 3 clusters Score -9431490 nChanged 32955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -9450116.000000 Penalty: 5539.101562
	Iteration 1F: 3 clusters Score -9450116 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -9450733.000000 Penalty: 5539.101562
	Iteration 2Q: 3 clusters Score -9450733 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -9451348.000000 Penalty: 5539.101562
	Iteration 3Q: 3 clusters Score -9451348 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -9452028.000000 Penalty: 5539.101562
	Iteration 4Q: 3 clusters Score -9452028 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -9452701.000000 Penalty: 5539.101562
	Iteration 5Q: 3 clusters Score -9452701 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -9453528.000000 Penalty: 5539.101562
	Iteration 6Q: 3 clusters Score -9453528 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -9454548.000000 Penalty: 5539.101562
	Iteration 7Q: 3 clusters Score -9454548 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -9456019.000000 Penalty: 5539.101562
	Iteration 8Q: 3 clusters Score -9456019 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -9458176.000000 Penalty: 5539.101562
	Iteration 9F: 3 clusters Score -9458176 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -9461190.000000 Penalty: 5539.101562
	Iteration 10F: 3 clusters Score -9461190 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -9464598.000000 Penalty: 5539.101562
	Iteration 11F: 3 clusters Score -9464598 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -9467658.000000 Penalty: 5539.101562
	Iteration 12F: 3 clusters Score -9467658 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -9469753.000000 Penalty: 5539.101562
	Iteration 13Q: 3 clusters Score -9469753 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -9471036.000000 Penalty: 5539.101562
	Iteration 14Q: 3 clusters Score -9471036 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -9471891.000000 Penalty: 5539.101562
	Iteration 15Q: 3 clusters Score -9471891 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -9472482.000000 Penalty: 5539.101562
	Iteration 16Q: 3 clusters Score -9472482 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -9472979.000000 Penalty: 5539.101562
	Iteration 17Q: 3 clusters Score -9472979 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -9473474.000000 Penalty: 5539.101562
	Iteration 18Q: 3 clusters Score -9473474 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -9473958.000000 Penalty: 5539.101562
	Iteration 19Q: 3 clusters Score -9473958 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -9474372.000000 Penalty: 5539.101562
	Iteration 20F: 3 clusters Score -9474372 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -9474733.000000 Penalty: 5539.101562
	Iteration 21Q: 3 clusters Score -9474733 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -9475046.000000 Penalty: 5539.101562
	Iteration 22Q: 3 clusters Score -9475046 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -9475317.000000 Penalty: 5539.101562
	Iteration 23Q: 3 clusters Score -9475317 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -9475511.000000 Penalty: 5539.101562
	Iteration 24Q: 3 clusters Score -9475511 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -9475703.000000 Penalty: 5539.101562
	Iteration 25Q: 3 clusters Score -9475703 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -9475878.000000 Penalty: 5539.101562
	Iteration 26Q: 3 clusters Score -9475878 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -9475996.000000 Penalty: 5539.101562
	Iteration 27Q: 3 clusters Score -9475996 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -9476152.000000 Penalty: 5539.101562
	Iteration 28Q: 3 clusters Score -9476152 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -9476222.000000 Penalty: 5539.101562
	Iteration 29Q: 3 clusters Score -9476222 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -9476291.000000 Penalty: 5539.101562
	Iteration 30Q: 3 clusters Score -9476291 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -9476347.000000 Penalty: 5539.101562
	Iteration 31Q: 3 clusters Score -9476347 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -9476409.000000 Penalty: 5539.101562
	Iteration 32Q: 3 clusters Score -9476409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -9476444.000000 Penalty: 5539.101562
	Iteration 33Q: 3 clusters Score -9476444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -9476479.000000 Penalty: 5539.101562
	Iteration 34Q: 3 clusters Score -9476479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -9476514.000000 Penalty: 5539.101562
	Iteration 35Q: 3 clusters Score -9476514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -9476533.000000 Penalty: 5539.101562
	Iteration 36Q: 3 clusters Score -9476533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -9476539.000000 Penalty: 5539.101562
	Iteration 37Q: 3 clusters Score -9476539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -9476541.000000 Penalty: 5539.101562
	Iteration 38Q: 3 clusters Score -9476541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -9476576.000000 Penalty: 5539.101562
	Iteration 39Q: 3 clusters Score -9476576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -9476583.000000 Penalty: 5539.101562
	Iteration 40F: 3 clusters Score -9476583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -9476583.000000 Penalty: 5539.101562
	Iteration 41Q: 3 clusters Score -9476583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -9476591.000000 Penalty: 5539.101562
	Iteration 42Q: 3 clusters Score -9476591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -9476592.000000 Penalty: 5539.101562
	Iteration 43Q: 3 clusters Score -9476592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -9476589.000000 Penalty: 5539.101562
	Iteration 44Q: 3 clusters Score -9476589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -9476603.000000 Penalty: 5539.101562
	Iteration 45Q: 3 clusters Score -9476603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -9476598.000000 Penalty: 5539.101562
	Iteration 46Q: 3 clusters Score -9476598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -9476604.000000 Penalty: 5539.101562
	Iteration 47Q: 3 clusters Score -9476604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -9476610.000000 Penalty: 5539.101562
	Iteration 48Q: 3 clusters Score -9476610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -9476621.000000 Penalty: 5539.101562
	Iteration 49Q: 3 clusters Score -9476621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -9476641.000000 Penalty: 5539.101562
	Iteration 50Q: 3 clusters Score -9476641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -9476657.000000 Penalty: 5539.101562
	Iteration 51Q: 3 clusters Score -9476657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -9476682.000000 Penalty: 5539.101562
	Iteration 52Q: 3 clusters Score -9476682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -9476696.000000 Penalty: 5539.101562
	Iteration 53Q: 3 clusters Score -9476696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -9476686.000000 Penalty: 5539.101562
	Iteration 54Q: 3 clusters Score -9476686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -9476690.000000 Penalty: 5539.101562
	Iteration 55Q: 3 clusters Score -9476690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -9476699.000000 Penalty: 5539.101562
	Iteration 56Q: 3 clusters Score -9476699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -9476689.000000 Penalty: 5539.101562
	Iteration 57Q: 3 clusters Score -9476689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -9476693.000000 Penalty: 5539.101562
	Iteration 58Q: 3 clusters Score -9476693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -9476701.000000 Penalty: 5539.101562
	Iteration 59Q: 3 clusters Score -9476701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -9476701.000000 Penalty: 5539.101562
	Iteration 60F: 3 clusters Score -9476701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -9476695.000000 Penalty: 5539.101562
	Iteration 61Q: 3 clusters Score -9476695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -9476709.000000 Penalty: 5539.101562
	Iteration 62Q: 3 clusters Score -9476709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -9476708.000000 Penalty: 5539.101562
	Iteration 63Q: 3 clusters Score -9476708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -9476710.000000 Penalty: 5539.101562
	Iteration 64Q: 3 clusters Score -9476710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -9476711.000000 Penalty: 5539.101562
	Iteration 65Q: 3 clusters Score -9476711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -9476726.000000 Penalty: 5539.101562
	Iteration 66Q: 3 clusters Score -9476726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -9476719.000000 Penalty: 5539.101562
	Iteration 67Q: 3 clusters Score -9476719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -9476730.000000 Penalty: 5539.101562
	Iteration 68Q: 3 clusters Score -9476730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -9476726.000000 Penalty: 5539.101562
	Iteration 69Q: 3 clusters Score -9476726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -9476732.000000 Penalty: 5539.101562
	Iteration 70Q: 3 clusters Score -9476732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -9476733.000000 Penalty: 5539.101562
	Iteration 71Q: 3 clusters Score -9476733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -9476729.000000 Penalty: 5539.101562
	Iteration 72Q: 3 clusters Score -9476729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -9476730.000000 Penalty: 5539.101562
	Iteration 73Q: 3 clusters Score -9476730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -9476730.000000 Penalty: 5539.101562
	Iteration 74F: 3 clusters Score -9476730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -66353.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -66353.89 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 299 members 
Entering Unmasked Estep 
Score: -64776.664062 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -64776.66 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65253.046875 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65253.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65677.796875 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -65677.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65824.835938 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -65824.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65967.515625 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -65967.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66200.226562 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66200.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66226.757812 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66226.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -66248.351562 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66248.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -66261.007812 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66261.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66267.281250 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66267.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66278.148438 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66278.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66290.343750 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66290.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66310.125000 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66310.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66311.328125 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -66311.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66312.765625 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -66312.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66320.140625 Penalty: 3197.076904
	Iteration 15F: 3 clusters Score -66320.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66365.945312 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -66365.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66398.132812 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -66398.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66416.734375 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -66416.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66461.234375 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -66461.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66472.171875 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -66472.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 21874 members 
Mstep: Class 4 contains 194992 members 
Mstep: Class 5 contains 45439 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 70795 members 
Mstep: Class 10 contains 435 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40670 members 
Mstep: Class 14 contains 38729 members 
Mstep: Class 15 contains 51912 members 
Mstep: Class 16 contains 175454 members 
Mstep: Class 17 contains 26939 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9321 members 
Mstep: Class 20 contains 45572 members 
Mstep: Class 21 contains 51851 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199531 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 195 members 
Entering Unmasked Estep 
Score: -133237664.000000 Penalty: 96125.335938
Splitting cluster 10 changes total score from -133239512.000000 to -133237664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (18401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Entering Unmasked Estep 
Score: -2480927.250000 Penalty: 2435.399658
	Iteration 0F: 2 clusters Score -2480927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2467871.500000 Penalty: 4870.799316
	Iteration 0F: 3 clusters Score -2467872 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2472500.750000 Penalty: 4870.799316
	Iteration 1F: 3 clusters Score -2472501 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2473213.250000 Penalty: 4870.799316
	Iteration 2F: 3 clusters Score -2473213 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2473951.500000 Penalty: 4870.799316
	Iteration 3F: 3 clusters Score -2473952 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2474736.000000 Penalty: 4870.799316
	Iteration 4F: 3 clusters Score -2474736 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2475552.750000 Penalty: 4870.799316
	Iteration 5F: 3 clusters Score -2475553 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2476435.000000 Penalty: 4870.799316
	Iteration 6F: 3 clusters Score -2476435 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2477303.250000 Penalty: 4870.799316
	Iteration 7F: 3 clusters Score -2477303 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2478074.500000 Penalty: 4870.799316
	Iteration 8F: 3 clusters Score -2478074 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2478625.750000 Penalty: 4870.799316
	Iteration 9Q: 3 clusters Score -2478626 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2479038.750000 Penalty: 4870.799316
	Iteration 10Q: 3 clusters Score -2479039 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2479298.750000 Penalty: 4870.799316
	Iteration 11Q: 3 clusters Score -2479299 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2479448.750000 Penalty: 4870.799316
	Iteration 12Q: 3 clusters Score -2479449 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2479553.250000 Penalty: 4870.799316
	Iteration 13Q: 3 clusters Score -2479553 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2479657.500000 Penalty: 4870.799316
	Iteration 14Q: 3 clusters Score -2479658 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2479722.000000 Penalty: 4870.799316
	Iteration 15Q: 3 clusters Score -2479722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2479760.500000 Penalty: 4870.799316
	Iteration 16Q: 3 clusters Score -2479760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2479805.250000 Penalty: 4870.799316
	Iteration 17Q: 3 clusters Score -2479805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2479822.750000 Penalty: 4870.799316
	Iteration 18Q: 3 clusters Score -2479823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2479845.500000 Penalty: 4870.799316
	Iteration 19Q: 3 clusters Score -2479846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2479860.000000 Penalty: 4870.799316
	Iteration 20F: 3 clusters Score -2479860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2479865.500000 Penalty: 4870.799316
	Iteration 21Q: 3 clusters Score -2479866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2479867.250000 Penalty: 4870.799316
	Iteration 22Q: 3 clusters Score -2479867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2479870.500000 Penalty: 4870.799316
	Iteration 23Q: 3 clusters Score -2479870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2479869.500000 Penalty: 4870.799316
	Iteration 24Q: 3 clusters Score -2479870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2479871.000000 Penalty: 4870.799316
	Iteration 25Q: 3 clusters Score -2479871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2479873.000000 Penalty: 4870.799316
	Iteration 26Q: 3 clusters Score -2479873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2479872.500000 Penalty: 4870.799316
	Iteration 27Q: 3 clusters Score -2479872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2479872.500000 Penalty: 4870.799316
	Iteration 28F: 3 clusters Score -2479872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -394192.968750 Penalty: 2020.383911
	Iteration 0F: 2 clusters Score -394193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -390652.531250 Penalty: 4040.767822
	Iteration 0F: 3 clusters Score -390652.5 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -391444.343750 Penalty: 4040.767822
	Iteration 1F: 3 clusters Score -391444.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -391647.125000 Penalty: 4040.767822
	Iteration 2F: 3 clusters Score -391647.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -391776.468750 Penalty: 4040.767822
	Iteration 3Q: 3 clusters Score -391776.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -391908.750000 Penalty: 4040.767822
	Iteration 4Q: 3 clusters Score -391908.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -392052.031250 Penalty: 4040.767822
	Iteration 5Q: 3 clusters Score -392052 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -392186.937500 Penalty: 4040.767822
	Iteration 6Q: 3 clusters Score -392186.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392324.937500 Penalty: 4040.767822
	Iteration 7Q: 3 clusters Score -392324.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -392437.218750 Penalty: 4040.767822
	Iteration 8Q: 3 clusters Score -392437.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -392515.843750 Penalty: 4040.767822
	Iteration 9Q: 3 clusters Score -392515.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -392595.687500 Penalty: 4040.767822
	Iteration 10Q: 3 clusters Score -392595.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -392656.593750 Penalty: 4040.767822
	Iteration 11Q: 3 clusters Score -392656.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -392701.687500 Penalty: 4040.767822
	Iteration 12Q: 3 clusters Score -392701.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -392748.937500 Penalty: 4040.767822
	Iteration 13Q: 3 clusters Score -392748.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -392780.750000 Penalty: 4040.767822
	Iteration 14Q: 3 clusters Score -392780.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -392798.625000 Penalty: 4040.767822
	Iteration 15Q: 3 clusters Score -392798.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -392809.187500 Penalty: 4040.767822
	Iteration 16Q: 3 clusters Score -392809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -392818.343750 Penalty: 4040.767822
	Iteration 17Q: 3 clusters Score -392818.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -392822.593750 Penalty: 4040.767822
	Iteration 18Q: 3 clusters Score -392822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -392825.562500 Penalty: 4040.767822
	Iteration 19Q: 3 clusters Score -392825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -392825.468750 Penalty: 4040.767822
	Iteration 20F: 3 clusters Score -392825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -392827.156250 Penalty: 4040.767822
	Iteration 21Q: 3 clusters Score -392827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -392827.250000 Penalty: 4040.767822
	Iteration 22Q: 3 clusters Score -392827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -392828.375000 Penalty: 4040.767822
	Iteration 23Q: 3 clusters Score -392828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -392828.968750 Penalty: 4040.767822
	Iteration 24Q: 3 clusters Score -392829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -392831.468750 Penalty: 4040.767822
	Iteration 25Q: 3 clusters Score -392831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -392832.656250 Penalty: 4040.767822
	Iteration 26Q: 3 clusters Score -392832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -392834.437500 Penalty: 4040.767822
	Iteration 27Q: 3 clusters Score -392834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -392835.000000 Penalty: 4040.767822
	Iteration 28Q: 3 clusters Score -392835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -392836.281250 Penalty: 4040.767822
	Iteration 29Q: 3 clusters Score -392836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -392837.500000 Penalty: 4040.767822
	Iteration 30Q: 3 clusters Score -392837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -392839.968750 Penalty: 4040.767822
	Iteration 31Q: 3 clusters Score -392840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -392840.437500 Penalty: 4040.767822
	Iteration 32Q: 3 clusters Score -392840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -392841.812500 Penalty: 4040.767822
	Iteration 33Q: 3 clusters Score -392841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -392841.156250 Penalty: 4040.767822
	Iteration 34Q: 3 clusters Score -392841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -392842.718750 Penalty: 4040.767822
	Iteration 35Q: 3 clusters Score -392842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -392843.375000 Penalty: 4040.767822
	Iteration 36Q: 3 clusters Score -392843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -392843.375000 Penalty: 4040.767822
	Iteration 37Q: 3 clusters Score -392843.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -392843.375000 Penalty: 4040.767822
	Iteration 38F: 3 clusters Score -392843.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Entering Unmasked Estep 
Score: -5064373.500000 Penalty: 2632.084961
	Iteration 0F: 2 clusters Score -5064374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -5036909.500000 Penalty: 5264.169922
	Iteration 0F: 3 clusters Score -5036910 nChanged 18565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -5047389.500000 Penalty: 5264.169922
	Iteration 1F: 3 clusters Score -5047390 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5048112.000000 Penalty: 5264.169922
	Iteration 2Q: 3 clusters Score -5048112 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -5048964.500000 Penalty: 5264.169922
	Iteration 3Q: 3 clusters Score -5048964 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -5049980.500000 Penalty: 5264.169922
	Iteration 4Q: 3 clusters Score -5049980 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -5051204.000000 Penalty: 5264.169922
	Iteration 5F: 3 clusters Score -5051204 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5052667.000000 Penalty: 5264.169922
	Iteration 6F: 3 clusters Score -5052667 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -5054122.000000 Penalty: 5264.169922
	Iteration 7F: 3 clusters Score -5054122 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -5055561.000000 Penalty: 5264.169922
	Iteration 8F: 3 clusters Score -5055561 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -5056885.500000 Penalty: 5264.169922
	Iteration 9Q: 3 clusters Score -5056886 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5057976.500000 Penalty: 5264.169922
	Iteration 10Q: 3 clusters Score -5057976 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -5058841.500000 Penalty: 5264.169922
	Iteration 11Q: 3 clusters Score -5058842 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -5059559.000000 Penalty: 5264.169922
	Iteration 12Q: 3 clusters Score -5059559 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -5060152.000000 Penalty: 5264.169922
	Iteration 13Q: 3 clusters Score -5060152 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -5060576.000000 Penalty: 5264.169922
	Iteration 14Q: 3 clusters Score -5060576 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -5060923.500000 Penalty: 5264.169922
	Iteration 15Q: 3 clusters Score -5060924 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5061202.000000 Penalty: 5264.169922
	Iteration 16Q: 3 clusters Score -5061202 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5061422.000000 Penalty: 5264.169922
	Iteration 17Q: 3 clusters Score -5061422 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -5061605.000000 Penalty: 5264.169922
	Iteration 18Q: 3 clusters Score -5061605 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5061775.000000 Penalty: 5264.169922
	Iteration 19Q: 3 clusters Score -5061775 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5061902.000000 Penalty: 5264.169922
	Iteration 20F: 3 clusters Score -5061902 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5062004.000000 Penalty: 5264.169922
	Iteration 21Q: 3 clusters Score -5062004 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5062081.500000 Penalty: 5264.169922
	Iteration 22Q: 3 clusters Score -5062082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -5062125.000000 Penalty: 5264.169922
	Iteration 23Q: 3 clusters Score -5062125 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -5062174.500000 Penalty: 5264.169922
	Iteration 24Q: 3 clusters Score -5062174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5062221.000000 Penalty: 5264.169922
	Iteration 25Q: 3 clusters Score -5062221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5062262.000000 Penalty: 5264.169922
	Iteration 26Q: 3 clusters Score -5062262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5062281.000000 Penalty: 5264.169922
	Iteration 27Q: 3 clusters Score -5062281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5062309.000000 Penalty: 5264.169922
	Iteration 28Q: 3 clusters Score -5062309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -5062325.000000 Penalty: 5264.169922
	Iteration 29Q: 3 clusters Score -5062325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -5062334.000000 Penalty: 5264.169922
	Iteration 30Q: 3 clusters Score -5062334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -5062363.000000 Penalty: 5264.169922
	Iteration 31Q: 3 clusters Score -5062363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5062376.000000 Penalty: 5264.169922
	Iteration 32Q: 3 clusters Score -5062376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -5062390.000000 Penalty: 5264.169922
	Iteration 33Q: 3 clusters Score -5062390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5062401.500000 Penalty: 5264.169922
	Iteration 34Q: 3 clusters Score -5062402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -5062417.000000 Penalty: 5264.169922
	Iteration 35Q: 3 clusters Score -5062417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -5062415.000000 Penalty: 5264.169922
	Iteration 36Q: 3 clusters Score -5062415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -5062421.000000 Penalty: 5264.169922
	Iteration 37Q: 3 clusters Score -5062421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -5062420.500000 Penalty: 5264.169922
	Iteration 38Q: 3 clusters Score -5062420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -5062425.000000 Penalty: 5264.169922
	Iteration 39Q: 3 clusters Score -5062425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -5062436.500000 Penalty: 5264.169922
	Iteration 40F: 3 clusters Score -5062436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -5062444.000000 Penalty: 5264.169922
	Iteration 41Q: 3 clusters Score -5062444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5062454.500000 Penalty: 5264.169922
	Iteration 42Q: 3 clusters Score -5062454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5062455.500000 Penalty: 5264.169922
	Iteration 43Q: 3 clusters Score -5062456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5062462.500000 Penalty: 5264.169922
	Iteration 44Q: 3 clusters Score -5062462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -5062471.500000 Penalty: 5264.169922
	Iteration 45Q: 3 clusters Score -5062472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -5062471.000000 Penalty: 5264.169922
	Iteration 46Q: 3 clusters Score -5062471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -5062472.500000 Penalty: 5264.169922
	Iteration 47Q: 3 clusters Score -5062472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -5062472.500000 Penalty: 5264.169922
	Iteration 48Q: 3 clusters Score -5062472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -5062476.500000 Penalty: 5264.169922
	Iteration 49Q: 3 clusters Score -5062476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -5062476.000000 Penalty: 5264.169922
	Iteration 50Q: 3 clusters Score -5062476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -5062481.500000 Penalty: 5264.169922
	Iteration 51Q: 3 clusters Score -5062482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -5062479.000000 Penalty: 5264.169922
	Iteration 52Q: 3 clusters Score -5062479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -5062478.500000 Penalty: 5264.169922
	Iteration 53Q: 3 clusters Score -5062478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5062477.500000 Penalty: 5264.169922
	Iteration 54Q: 3 clusters Score -5062478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5062473.000000 Penalty: 5264.169922
	Iteration 55Q: 3 clusters Score -5062473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5062472.000000 Penalty: 5264.169922
	Iteration 56Q: 3 clusters Score -5062472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5062475.500000 Penalty: 5264.169922
	Iteration 57Q: 3 clusters Score -5062476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5062475.500000 Penalty: 5264.169922
	Iteration 58F: 3 clusters Score -5062476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Entering Unmasked Estep 
Score: -5211556.500000 Penalty: 2619.957520
	Iteration 0F: 2 clusters Score -5211556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -5185274.000000 Penalty: 5239.915039
	Iteration 0F: 3 clusters Score -5185274 nChanged 17616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -5195041.500000 Penalty: 5239.915039
	Iteration 1F: 3 clusters Score -5195042 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5195589.000000 Penalty: 5239.915039
	Iteration 2Q: 3 clusters Score -5195589 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5196109.000000 Penalty: 5239.915039
	Iteration 3Q: 3 clusters Score -5196109 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5196624.500000 Penalty: 5239.915039
	Iteration 4Q: 3 clusters Score -5196624 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5197237.500000 Penalty: 5239.915039
	Iteration 5Q: 3 clusters Score -5197238 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -5198069.000000 Penalty: 5239.915039
	Iteration 6Q: 3 clusters Score -5198069 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -5199285.500000 Penalty: 5239.915039
	Iteration 7F: 3 clusters Score -5199286 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -5200930.500000 Penalty: 5239.915039
	Iteration 8F: 3 clusters Score -5200930 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -5202970.000000 Penalty: 5239.915039
	Iteration 9F: 3 clusters Score -5202970 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5205097.000000 Penalty: 5239.915039
	Iteration 10F: 3 clusters Score -5205097 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -5206784.000000 Penalty: 5239.915039
	Iteration 11Q: 3 clusters Score -5206784 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5207944.000000 Penalty: 5239.915039
	Iteration 12Q: 3 clusters Score -5207944 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5208509.500000 Penalty: 5239.915039
	Iteration 13Q: 3 clusters Score -5208510 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -5208829.500000 Penalty: 5239.915039
	Iteration 14Q: 3 clusters Score -5208830 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5209034.000000 Penalty: 5239.915039
	Iteration 15Q: 3 clusters Score -5209034 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -5209127.500000 Penalty: 5239.915039
	Iteration 16Q: 3 clusters Score -5209128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5209210.000000 Penalty: 5239.915039
	Iteration 17Q: 3 clusters Score -5209210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5209265.500000 Penalty: 5239.915039
	Iteration 18Q: 3 clusters Score -5209266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5209292.500000 Penalty: 5239.915039
	Iteration 19Q: 3 clusters Score -5209292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -5209311.000000 Penalty: 5239.915039
	Iteration 20F: 3 clusters Score -5209311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5209337.000000 Penalty: 5239.915039
	Iteration 21Q: 3 clusters Score -5209337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -5209345.000000 Penalty: 5239.915039
	Iteration 22Q: 3 clusters Score -5209345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5209360.000000 Penalty: 5239.915039
	Iteration 23Q: 3 clusters Score -5209360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -5209365.500000 Penalty: 5239.915039
	Iteration 24Q: 3 clusters Score -5209366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -5209358.500000 Penalty: 5239.915039
	Iteration 25Q: 3 clusters Score -5209358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5209371.500000 Penalty: 5239.915039
	Iteration 26Q: 3 clusters Score -5209372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -5209377.500000 Penalty: 5239.915039
	Iteration 27Q: 3 clusters Score -5209378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -5209373.000000 Penalty: 5239.915039
	Iteration 28Q: 3 clusters Score -5209373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -5209377.500000 Penalty: 5239.915039
	Iteration 29Q: 3 clusters Score -5209378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -5209380.500000 Penalty: 5239.915039
	Iteration 30Q: 3 clusters Score -5209380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5209383.500000 Penalty: 5239.915039
	Iteration 31Q: 3 clusters Score -5209384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5209386.500000 Penalty: 5239.915039
	Iteration 32Q: 3 clusters Score -5209386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5209385.000000 Penalty: 5239.915039
	Iteration 33Q: 3 clusters Score -5209385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -5209389.500000 Penalty: 5239.915039
	Iteration 34Q: 3 clusters Score -5209390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -5209392.000000 Penalty: 5239.915039
	Iteration 35Q: 3 clusters Score -5209392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5209399.000000 Penalty: 5239.915039
	Iteration 36Q: 3 clusters Score -5209399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5209407.000000 Penalty: 5239.915039
	Iteration 37Q: 3 clusters Score -5209407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5209405.000000 Penalty: 5239.915039
	Iteration 38Q: 3 clusters Score -5209405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5209410.500000 Penalty: 5239.915039
	Iteration 39Q: 3 clusters Score -5209410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5209407.000000 Penalty: 5239.915039
	Iteration 40F: 3 clusters Score -5209407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5209411.000000 Penalty: 5239.915039
	Iteration 41Q: 3 clusters Score -5209411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5209411.000000 Penalty: 5239.915039
	Iteration 42F: 3 clusters Score -5209411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Entering Unmasked Estep 
Score: -6932851.000000 Penalty: 2692.611816
	Iteration 0F: 2 clusters Score -6932851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -6897949.000000 Penalty: 5385.223633
	Iteration 0F: 3 clusters Score -6897949 nChanged 23978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -6911263.500000 Penalty: 5385.223633
	Iteration 1F: 3 clusters Score -6911264 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6911802.500000 Penalty: 5385.223633
	Iteration 2Q: 3 clusters Score -6911802 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -6912363.000000 Penalty: 5385.223633
	Iteration 3Q: 3 clusters Score -6912363 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -6913021.000000 Penalty: 5385.223633
	Iteration 4Q: 3 clusters Score -6913021 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -6913860.500000 Penalty: 5385.223633
	Iteration 5Q: 3 clusters Score -6913860 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -6914973.000000 Penalty: 5385.223633
	Iteration 6Q: 3 clusters Score -6914973 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -6916458.500000 Penalty: 5385.223633
	Iteration 7F: 3 clusters Score -6916458 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -6918289.500000 Penalty: 5385.223633
	Iteration 8F: 3 clusters Score -6918290 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6920311.500000 Penalty: 5385.223633
	Iteration 9F: 3 clusters Score -6920312 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -6922097.500000 Penalty: 5385.223633
	Iteration 10F: 3 clusters Score -6922098 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -6923439.500000 Penalty: 5385.223633
	Iteration 11Q: 3 clusters Score -6923440 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6924286.000000 Penalty: 5385.223633
	Iteration 12Q: 3 clusters Score -6924286 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -6924685.500000 Penalty: 5385.223633
	Iteration 13Q: 3 clusters Score -6924686 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -6925000.500000 Penalty: 5385.223633
	Iteration 14Q: 3 clusters Score -6925000 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -6925244.000000 Penalty: 5385.223633
	Iteration 15Q: 3 clusters Score -6925244 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -6925417.000000 Penalty: 5385.223633
	Iteration 16Q: 3 clusters Score -6925417 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -6925639.000000 Penalty: 5385.223633
	Iteration 17Q: 3 clusters Score -6925639 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -6925830.500000 Penalty: 5385.223633
	Iteration 18Q: 3 clusters Score -6925830 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -6926043.500000 Penalty: 5385.223633
	Iteration 19Q: 3 clusters Score -6926044 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -6926228.500000 Penalty: 5385.223633
	Iteration 20F: 3 clusters Score -6926228 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -6926468.000000 Penalty: 5385.223633
	Iteration 21Q: 3 clusters Score -6926468 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -6926668.500000 Penalty: 5385.223633
	Iteration 22Q: 3 clusters Score -6926668 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -6926848.500000 Penalty: 5385.223633
	Iteration 23Q: 3 clusters Score -6926848 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -6927023.500000 Penalty: 5385.223633
	Iteration 24Q: 3 clusters Score -6927024 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -6927132.500000 Penalty: 5385.223633
	Iteration 25Q: 3 clusters Score -6927132 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -6927308.500000 Penalty: 5385.223633
	Iteration 26Q: 3 clusters Score -6927308 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -6927477.500000 Penalty: 5385.223633
	Iteration 27Q: 3 clusters Score -6927478 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -6927661.000000 Penalty: 5385.223633
	Iteration 28Q: 3 clusters Score -6927661 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -6927785.500000 Penalty: 5385.223633
	Iteration 29Q: 3 clusters Score -6927786 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -6927950.000000 Penalty: 5385.223633
	Iteration 30Q: 3 clusters Score -6927950 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -6928057.000000 Penalty: 5385.223633
	Iteration 31Q: 3 clusters Score -6928057 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -6928182.000000 Penalty: 5385.223633
	Iteration 32Q: 3 clusters Score -6928182 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -6928279.500000 Penalty: 5385.223633
	Iteration 33Q: 3 clusters Score -6928280 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -6928386.500000 Penalty: 5385.223633
	Iteration 34Q: 3 clusters Score -6928386 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -6928505.500000 Penalty: 5385.223633
	Iteration 35Q: 3 clusters Score -6928506 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -6928590.500000 Penalty: 5385.223633
	Iteration 36Q: 3 clusters Score -6928590 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -6928678.000000 Penalty: 5385.223633
	Iteration 37Q: 3 clusters Score -6928678 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -6928739.000000 Penalty: 5385.223633
	Iteration 38Q: 3 clusters Score -6928739 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -6928808.000000 Penalty: 5385.223633
	Iteration 39Q: 3 clusters Score -6928808 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -6928881.000000 Penalty: 5385.223633
	Iteration 40F: 3 clusters Score -6928881 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -6928973.000000 Penalty: 5385.223633
	Iteration 41Q: 3 clusters Score -6928973 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -6929046.500000 Penalty: 5385.223633
	Iteration 42Q: 3 clusters Score -6929046 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -6929106.000000 Penalty: 5385.223633
	Iteration 43Q: 3 clusters Score -6929106 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -6929184.500000 Penalty: 5385.223633
	Iteration 44Q: 3 clusters Score -6929184 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -6929235.500000 Penalty: 5385.223633
	Iteration 45Q: 3 clusters Score -6929236 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -6929303.500000 Penalty: 5385.223633
	Iteration 46Q: 3 clusters Score -6929304 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -6929341.500000 Penalty: 5385.223633
	Iteration 47Q: 3 clusters Score -6929342 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -6929410.500000 Penalty: 5385.223633
	Iteration 48Q: 3 clusters Score -6929410 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -6929495.000000 Penalty: 5385.223633
	Iteration 49Q: 3 clusters Score -6929495 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -6929545.000000 Penalty: 5385.223633
	Iteration 50Q: 3 clusters Score -6929545 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -6929632.500000 Penalty: 5385.223633
	Iteration 51Q: 3 clusters Score -6929632 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6929679.000000 Penalty: 5385.223633
	Iteration 52Q: 3 clusters Score -6929679 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6929788.500000 Penalty: 5385.223633
	Iteration 53Q: 3 clusters Score -6929788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -6929851.500000 Penalty: 5385.223633
	Iteration 54Q: 3 clusters Score -6929852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6929886.500000 Penalty: 5385.223633
	Iteration 55Q: 3 clusters Score -6929886 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6929924.000000 Penalty: 5385.223633
	Iteration 56Q: 3 clusters Score -6929924 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6929964.000000 Penalty: 5385.223633
	Iteration 57Q: 3 clusters Score -6929964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -6929982.500000 Penalty: 5385.223633
	Iteration 58Q: 3 clusters Score -6929982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6930008.500000 Penalty: 5385.223633
	Iteration 59Q: 3 clusters Score -6930008 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6930025.500000 Penalty: 5385.223633
	Iteration 60F: 3 clusters Score -6930026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6930046.000000 Penalty: 5385.223633
	Iteration 61Q: 3 clusters Score -6930046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6930062.000000 Penalty: 5385.223633
	Iteration 62Q: 3 clusters Score -6930062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6930088.500000 Penalty: 5385.223633
	Iteration 63Q: 3 clusters Score -6930088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6930087.000000 Penalty: 5385.223633
	Iteration 64Q: 3 clusters Score -6930087 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6930105.500000 Penalty: 5385.223633
	Iteration 65Q: 3 clusters Score -6930106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6930145.000000 Penalty: 5385.223633
	Iteration 66Q: 3 clusters Score -6930145 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6930151.500000 Penalty: 5385.223633
	Iteration 67Q: 3 clusters Score -6930152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6930160.000000 Penalty: 5385.223633
	Iteration 68Q: 3 clusters Score -6930160 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6930198.000000 Penalty: 5385.223633
	Iteration 69Q: 3 clusters Score -6930198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6930206.000000 Penalty: 5385.223633
	Iteration 70Q: 3 clusters Score -6930206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -6930220.000000 Penalty: 5385.223633
	Iteration 71Q: 3 clusters Score -6930220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6930224.000000 Penalty: 5385.223633
	Iteration 72Q: 3 clusters Score -6930224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6930267.500000 Penalty: 5385.223633
	Iteration 73Q: 3 clusters Score -6930268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6930289.000000 Penalty: 5385.223633
	Iteration 74Q: 3 clusters Score -6930289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6930294.000000 Penalty: 5385.223633
	Iteration 75Q: 3 clusters Score -6930294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6930325.000000 Penalty: 5385.223633
	Iteration 76Q: 3 clusters Score -6930325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6930338.500000 Penalty: 5385.223633
	Iteration 77Q: 3 clusters Score -6930338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6930346.000000 Penalty: 5385.223633
	Iteration 78Q: 3 clusters Score -6930346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6930374.500000 Penalty: 5385.223633
	Iteration 79Q: 3 clusters Score -6930374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6930391.500000 Penalty: 5385.223633
	Iteration 80F: 3 clusters Score -6930392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6930398.500000 Penalty: 5385.223633
	Iteration 81Q: 3 clusters Score -6930398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6930423.500000 Penalty: 5385.223633
	Iteration 82Q: 3 clusters Score -6930424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6930435.000000 Penalty: 5385.223633
	Iteration 83Q: 3 clusters Score -6930435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6930458.500000 Penalty: 5385.223633
	Iteration 84Q: 3 clusters Score -6930458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6930458.000000 Penalty: 5385.223633
	Iteration 85Q: 3 clusters Score -6930458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6930477.000000 Penalty: 5385.223633
	Iteration 86Q: 3 clusters Score -6930477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6930483.500000 Penalty: 5385.223633
	Iteration 87Q: 3 clusters Score -6930484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6930492.000000 Penalty: 5385.223633
	Iteration 88Q: 3 clusters Score -6930492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6930489.500000 Penalty: 5385.223633
	Iteration 89Q: 3 clusters Score -6930490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6930498.000000 Penalty: 5385.223633
	Iteration 90Q: 3 clusters Score -6930498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6930487.500000 Penalty: 5385.223633
	Iteration 91Q: 3 clusters Score -6930488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6930509.000000 Penalty: 5385.223633
	Iteration 92Q: 3 clusters Score -6930509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6930510.500000 Penalty: 5385.223633
	Iteration 93Q: 3 clusters Score -6930510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6930521.500000 Penalty: 5385.223633
	Iteration 94Q: 3 clusters Score -6930522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6930530.500000 Penalty: 5385.223633
	Iteration 95Q: 3 clusters Score -6930530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6930536.000000 Penalty: 5385.223633
	Iteration 96Q: 3 clusters Score -6930536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6930550.000000 Penalty: 5385.223633
	Iteration 97Q: 3 clusters Score -6930550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6930547.500000 Penalty: 5385.223633
	Iteration 98Q: 3 clusters Score -6930548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6930561.500000 Penalty: 5385.223633
	Iteration 99Q: 3 clusters Score -6930562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6930571.500000 Penalty: 5385.223633
	Iteration 100F: 3 clusters Score -6930572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6930559.500000 Penalty: 5385.223633
	Iteration 101Q: 3 clusters Score -6930560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6930563.500000 Penalty: 5385.223633
	Iteration 102Q: 3 clusters Score -6930564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6930568.500000 Penalty: 5385.223633
	Iteration 103Q: 3 clusters Score -6930568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6930568.500000 Penalty: 5385.223633
	Iteration 104Q: 3 clusters Score -6930568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6930577.000000 Penalty: 5385.223633
	Iteration 105Q: 3 clusters Score -6930577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6930574.500000 Penalty: 5385.223633
	Iteration 106Q: 3 clusters Score -6930574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6930575.000000 Penalty: 5385.223633
	Iteration 107Q: 3 clusters Score -6930575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6930575.000000 Penalty: 5385.223633
	Iteration 108Q: 3 clusters Score -6930575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6930572.500000 Penalty: 5385.223633
	Iteration 109Q: 3 clusters Score -6930572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6930574.000000 Penalty: 5385.223633
	Iteration 110Q: 3 clusters Score -6930574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6930578.000000 Penalty: 5385.223633
	Iteration 111Q: 3 clusters Score -6930578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6930579.500000 Penalty: 5385.223633
	Iteration 112Q: 3 clusters Score -6930580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6930587.000000 Penalty: 5385.223633
	Iteration 113Q: 3 clusters Score -6930587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6930591.500000 Penalty: 5385.223633
	Iteration 114Q: 3 clusters Score -6930592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6930591.500000 Penalty: 5385.223633
	Iteration 115F: 3 clusters Score -6930592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (175454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175454 members 
Entering Unmasked Estep 
Score: -23295254.000000 Penalty: 2994.632812
	Iteration 0F: 2 clusters Score -2.329525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -23178870.000000 Penalty: 5989.265625
	Iteration 0F: 3 clusters Score -2.317887e+07 nChanged 84468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -23227680.000000 Penalty: 5989.265625
	Iteration 1F: 3 clusters Score -2.322768e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -23228480.000000 Penalty: 5989.265625
	Iteration 2Q: 3 clusters Score -2.322848e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -23229712.000000 Penalty: 5989.265625
	Iteration 3Q: 3 clusters Score -2.322971e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -23231404.000000 Penalty: 5989.265625
	Iteration 4Q: 3 clusters Score -2.32314e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -23233948.000000 Penalty: 5989.265625
	Iteration 5Q: 3 clusters Score -2.323395e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 102368 members 
Entering Unmasked Estep 
Score: -23237782.000000 Penalty: 5989.265625
	Iteration 6Q: 3 clusters Score -2.323778e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -23243558.000000 Penalty: 5989.265625
	Iteration 7F: 3 clusters Score -2.324356e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 114427 members 
Entering Unmasked Estep 
Score: -23251654.000000 Penalty: 5989.265625
	Iteration 8F: 3 clusters Score -2.325165e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -23260928.000000 Penalty: 5989.265625
	Iteration 9F: 3 clusters Score -2.326093e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 124643 members 
Entering Unmasked Estep 
Score: -23268638.000000 Penalty: 5989.265625
	Iteration 10F: 3 clusters Score -2.326864e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 127621 members 
Entering Unmasked Estep 
Score: -23272938.000000 Penalty: 5989.265625
	Iteration 11Q: 3 clusters Score -2.327294e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 130015 members 
Entering Unmasked Estep 
Score: -23274918.000000 Penalty: 5989.265625
	Iteration 12Q: 3 clusters Score -2.327492e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 132291 members 
Entering Unmasked Estep 
Score: -23276178.000000 Penalty: 5989.265625
	Iteration 13Q: 3 clusters Score -2.327618e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 134496 members 
Entering Unmasked Estep 
Score: -23277098.000000 Penalty: 5989.265625
	Iteration 14Q: 3 clusters Score -2.32771e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -23277992.000000 Penalty: 5989.265625
	Iteration 15Q: 3 clusters Score -2.327799e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 139003 members 
Entering Unmasked Estep 
Score: -23278820.000000 Penalty: 5989.265625
	Iteration 16Q: 3 clusters Score -2.327882e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 141213 members 
Entering Unmasked Estep 
Score: -23279686.000000 Penalty: 5989.265625
	Iteration 17Q: 3 clusters Score -2.327969e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -23280458.000000 Penalty: 5989.265625
	Iteration 18Q: 3 clusters Score -2.328046e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -23281306.000000 Penalty: 5989.265625
	Iteration 19Q: 3 clusters Score -2.328131e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 147751 members 
Entering Unmasked Estep 
Score: -23282044.000000 Penalty: 5989.265625
	Iteration 20F: 3 clusters Score -2.328204e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 149896 members 
Entering Unmasked Estep 
Score: -23282870.000000 Penalty: 5989.265625
	Iteration 21Q: 3 clusters Score -2.328287e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 152044 members 
Entering Unmasked Estep 
Score: -23283824.000000 Penalty: 5989.265625
	Iteration 22Q: 3 clusters Score -2.328382e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 154139 members 
Entering Unmasked Estep 
Score: -23284640.000000 Penalty: 5989.265625
	Iteration 23Q: 3 clusters Score -2.328464e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -23285428.000000 Penalty: 5989.265625
	Iteration 24Q: 3 clusters Score -2.328543e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -23286126.000000 Penalty: 5989.265625
	Iteration 25Q: 3 clusters Score -2.328613e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 159793 members 
Entering Unmasked Estep 
Score: -23286698.000000 Penalty: 5989.265625
	Iteration 26Q: 3 clusters Score -2.32867e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -23287336.000000 Penalty: 5989.265625
	Iteration 27Q: 3 clusters Score -2.328734e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 163020 members 
Entering Unmasked Estep 
Score: -23287968.000000 Penalty: 5989.265625
	Iteration 28Q: 3 clusters Score -2.328797e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 164465 members 
Entering Unmasked Estep 
Score: -23288470.000000 Penalty: 5989.265625
	Iteration 29Q: 3 clusters Score -2.328847e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 165805 members 
Entering Unmasked Estep 
Score: -23288956.000000 Penalty: 5989.265625
	Iteration 30Q: 3 clusters Score -2.328896e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 167042 members 
Entering Unmasked Estep 
Score: -23289484.000000 Penalty: 5989.265625
	Iteration 31Q: 3 clusters Score -2.328948e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -23289982.000000 Penalty: 5989.265625
	Iteration 32Q: 3 clusters Score -2.328998e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 169070 members 
Entering Unmasked Estep 
Score: -23290282.000000 Penalty: 5989.265625
	Iteration 33Q: 3 clusters Score -2.329028e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 169925 members 
Entering Unmasked Estep 
Score: -23290674.000000 Penalty: 5989.265625
	Iteration 34Q: 3 clusters Score -2.329067e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 170640 members 
Entering Unmasked Estep 
Score: -23290834.000000 Penalty: 5989.265625
	Iteration 35Q: 3 clusters Score -2.329083e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 171253 members 
Entering Unmasked Estep 
Score: -23291112.000000 Penalty: 5989.265625
	Iteration 36Q: 3 clusters Score -2.329111e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 171756 members 
Entering Unmasked Estep 
Score: -23291370.000000 Penalty: 5989.265625
	Iteration 37Q: 3 clusters Score -2.329137e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 172207 members 
Entering Unmasked Estep 
Score: -23291618.000000 Penalty: 5989.265625
	Iteration 38Q: 3 clusters Score -2.329162e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 172551 members 
Entering Unmasked Estep 
Score: -23291798.000000 Penalty: 5989.265625
	Iteration 39Q: 3 clusters Score -2.32918e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -23291880.000000 Penalty: 5989.265625
	Iteration 40F: 3 clusters Score -2.329188e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 173100 members 
Entering Unmasked Estep 
Score: -23291974.000000 Penalty: 5989.265625
	Iteration 41Q: 3 clusters Score -2.329197e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -23292086.000000 Penalty: 5989.265625
	Iteration 42Q: 3 clusters Score -2.329209e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 173426 members 
Entering Unmasked Estep 
Score: -23292148.000000 Penalty: 5989.265625
	Iteration 43Q: 3 clusters Score -2.329215e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 173550 members 
Entering Unmasked Estep 
Score: -23292194.000000 Penalty: 5989.265625
	Iteration 44Q: 3 clusters Score -2.329219e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 173646 members 
Entering Unmasked Estep 
Score: -23292252.000000 Penalty: 5989.265625
	Iteration 45Q: 3 clusters Score -2.329225e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 173726 members 
Entering Unmasked Estep 
Score: -23292304.000000 Penalty: 5989.265625
	Iteration 46Q: 3 clusters Score -2.32923e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 173783 members 
Entering Unmasked Estep 
Score: -23292322.000000 Penalty: 5989.265625
	Iteration 47Q: 3 clusters Score -2.329232e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 173826 members 
Entering Unmasked Estep 
Score: -23292346.000000 Penalty: 5989.265625
	Iteration 48Q: 3 clusters Score -2.329235e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 173874 members 
Entering Unmasked Estep 
Score: -23292354.000000 Penalty: 5989.265625
	Iteration 49Q: 3 clusters Score -2.329235e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 173916 members 
Entering Unmasked Estep 
Score: -23292360.000000 Penalty: 5989.265625
	Iteration 50Q: 3 clusters Score -2.329236e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 173954 members 
Entering Unmasked Estep 
Score: -23292396.000000 Penalty: 5989.265625
	Iteration 51Q: 3 clusters Score -2.32924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 173995 members 
Entering Unmasked Estep 
Score: -23292412.000000 Penalty: 5989.265625
	Iteration 52Q: 3 clusters Score -2.329241e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 174042 members 
Entering Unmasked Estep 
Score: -23292474.000000 Penalty: 5989.265625
	Iteration 53Q: 3 clusters Score -2.329247e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 174079 members 
Entering Unmasked Estep 
Score: -23292468.000000 Penalty: 5989.265625
	Iteration 54Q: 3 clusters Score -2.329247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 174115 members 
Entering Unmasked Estep 
Score: -23292492.000000 Penalty: 5989.265625
	Iteration 55Q: 3 clusters Score -2.329249e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 174147 members 
Entering Unmasked Estep 
Score: -23292504.000000 Penalty: 5989.265625
	Iteration 56Q: 3 clusters Score -2.32925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 174172 members 
Entering Unmasked Estep 
Score: -23292520.000000 Penalty: 5989.265625
	Iteration 57Q: 3 clusters Score -2.329252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 174178 members 
Entering Unmasked Estep 
Score: -23292544.000000 Penalty: 5989.265625
	Iteration 58Q: 3 clusters Score -2.329254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -23292556.000000 Penalty: 5989.265625
	Iteration 59Q: 3 clusters Score -2.329256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 174204 members 
Entering Unmasked Estep 
Score: -23292572.000000 Penalty: 5989.265625
	Iteration 60F: 3 clusters Score -2.329257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 174210 members 
Entering Unmasked Estep 
Score: -23292576.000000 Penalty: 5989.265625
	Iteration 61Q: 3 clusters Score -2.329258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 174217 members 
Entering Unmasked Estep 
Score: -23292582.000000 Penalty: 5989.265625
	Iteration 62Q: 3 clusters Score -2.329258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -23292596.000000 Penalty: 5989.265625
	Iteration 63Q: 3 clusters Score -2.32926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -23292596.000000 Penalty: 5989.265625
	Iteration 64Q: 3 clusters Score -2.32926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -23292582.000000 Penalty: 5989.265625
	Iteration 65Q: 3 clusters Score -2.329258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 174251 members 
Entering Unmasked Estep 
Score: -23292566.000000 Penalty: 5989.265625
	Iteration 66Q: 3 clusters Score -2.329257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 174258 members 
Entering Unmasked Estep 
Score: -23292580.000000 Penalty: 5989.265625
	Iteration 67Q: 3 clusters Score -2.329258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 174265 members 
Entering Unmasked Estep 
Score: -23292582.000000 Penalty: 5989.265625
	Iteration 68Q: 3 clusters Score -2.329258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -23292596.000000 Penalty: 5989.265625
	Iteration 69Q: 3 clusters Score -2.32926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 174280 members 
Entering Unmasked Estep 
Score: -23292584.000000 Penalty: 5989.265625
	Iteration 70Q: 3 clusters Score -2.329258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 174291 members 
Entering Unmasked Estep 
Score: -23292614.000000 Penalty: 5989.265625
	Iteration 71Q: 3 clusters Score -2.329261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 174300 members 
Entering Unmasked Estep 
Score: -23292616.000000 Penalty: 5989.265625
	Iteration 72Q: 3 clusters Score -2.329262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 174308 members 
Entering Unmasked Estep 
Score: -23292622.000000 Penalty: 5989.265625
	Iteration 73Q: 3 clusters Score -2.329262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 174319 members 
Entering Unmasked Estep 
Score: -23292624.000000 Penalty: 5989.265625
	Iteration 74Q: 3 clusters Score -2.329262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 174324 members 
Entering Unmasked Estep 
Score: -23292628.000000 Penalty: 5989.265625
	Iteration 75Q: 3 clusters Score -2.329263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 174333 members 
Entering Unmasked Estep 
Score: -23292636.000000 Penalty: 5989.265625
	Iteration 76Q: 3 clusters Score -2.329264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 174343 members 
Entering Unmasked Estep 
Score: -23292640.000000 Penalty: 5989.265625
	Iteration 77Q: 3 clusters Score -2.329264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 174352 members 
Entering Unmasked Estep 
Score: -23292642.000000 Penalty: 5989.265625
	Iteration 78Q: 3 clusters Score -2.329264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 174360 members 
Entering Unmasked Estep 
Score: -23292650.000000 Penalty: 5989.265625
	Iteration 79Q: 3 clusters Score -2.329265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 174370 members 
Entering Unmasked Estep 
Score: -23292668.000000 Penalty: 5989.265625
	Iteration 80F: 3 clusters Score -2.329267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 174375 members 
Entering Unmasked Estep 
Score: -23292674.000000 Penalty: 5989.265625
	Iteration 81Q: 3 clusters Score -2.329267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 174382 members 
Entering Unmasked Estep 
Score: -23292686.000000 Penalty: 5989.265625
	Iteration 82Q: 3 clusters Score -2.329269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 174392 members 
Entering Unmasked Estep 
Score: -23292688.000000 Penalty: 5989.265625
	Iteration 83Q: 3 clusters Score -2.329269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 174398 members 
Entering Unmasked Estep 
Score: -23292682.000000 Penalty: 5989.265625
	Iteration 84Q: 3 clusters Score -2.329268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -23292684.000000 Penalty: 5989.265625
	Iteration 85Q: 3 clusters Score -2.329268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 174407 members 
Entering Unmasked Estep 
Score: -23292696.000000 Penalty: 5989.265625
	Iteration 86Q: 3 clusters Score -2.32927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 174411 members 
Entering Unmasked Estep 
Score: -23292692.000000 Penalty: 5989.265625
	Iteration 87Q: 3 clusters Score -2.329269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 174416 members 
Entering Unmasked Estep 
Score: -23292704.000000 Penalty: 5989.265625
	Iteration 88Q: 3 clusters Score -2.32927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -23292688.000000 Penalty: 5989.265625
	Iteration 89Q: 3 clusters Score -2.329269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 174425 members 
Entering Unmasked Estep 
Score: -23292690.000000 Penalty: 5989.265625
	Iteration 90Q: 3 clusters Score -2.329269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 174428 members 
Entering Unmasked Estep 
Score: -23292696.000000 Penalty: 5989.265625
	Iteration 91Q: 3 clusters Score -2.32927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 174428 members 
Entering Unmasked Estep 
Score: -23292706.000000 Penalty: 5989.265625
	Iteration 92Q: 3 clusters Score -2.329271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 174427 members 
Entering Unmasked Estep 
Score: -23292706.000000 Penalty: 5989.265625
	Iteration 93Q: 3 clusters Score -2.329271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 174428 members 
Entering Unmasked Estep 
Score: -23292716.000000 Penalty: 5989.265625
	Iteration 94Q: 3 clusters Score -2.329272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 174428 members 
Entering Unmasked Estep 
Score: -23292716.000000 Penalty: 5989.265625
	Iteration 95F: 3 clusters Score -2.329272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Entering Unmasked Estep 
Score: -3621374.750000 Penalty: 2529.929932
	Iteration 0F: 2 clusters Score -3621375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3602669.500000 Penalty: 5059.859863
	Iteration 0F: 3 clusters Score -3602670 nChanged 12072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3609264.000000 Penalty: 5059.859863
	Iteration 1F: 3 clusters Score -3609264 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3609850.750000 Penalty: 5059.859863
	Iteration 2Q: 3 clusters Score -3609851 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3610768.500000 Penalty: 5059.859863
	Iteration 3F: 3 clusters Score -3610768 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3611992.500000 Penalty: 5059.859863
	Iteration 4F: 3 clusters Score -3611992 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3613557.250000 Penalty: 5059.859863
	Iteration 5F: 3 clusters Score -3613557 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3615297.250000 Penalty: 5059.859863
	Iteration 6F: 3 clusters Score -3615297 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3617042.250000 Penalty: 5059.859863
	Iteration 7F: 3 clusters Score -3617042 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3618432.000000 Penalty: 5059.859863
	Iteration 8F: 3 clusters Score -3618432 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3619395.750000 Penalty: 5059.859863
	Iteration 9Q: 3 clusters Score -3619396 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3620000.250000 Penalty: 5059.859863
	Iteration 10Q: 3 clusters Score -3620000 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3620343.750000 Penalty: 5059.859863
	Iteration 11Q: 3 clusters Score -3620344 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3620565.000000 Penalty: 5059.859863
	Iteration 12Q: 3 clusters Score -3620565 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3620684.500000 Penalty: 5059.859863
	Iteration 13Q: 3 clusters Score -3620684 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3620747.250000 Penalty: 5059.859863
	Iteration 14Q: 3 clusters Score -3620747 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3620797.500000 Penalty: 5059.859863
	Iteration 15Q: 3 clusters Score -3620798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3620811.000000 Penalty: 5059.859863
	Iteration 16Q: 3 clusters Score -3620811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3620831.750000 Penalty: 5059.859863
	Iteration 17Q: 3 clusters Score -3620832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3620846.000000 Penalty: 5059.859863
	Iteration 18Q: 3 clusters Score -3620846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3620857.000000 Penalty: 5059.859863
	Iteration 19Q: 3 clusters Score -3620857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3620863.500000 Penalty: 5059.859863
	Iteration 20F: 3 clusters Score -3620864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3620866.250000 Penalty: 5059.859863
	Iteration 21Q: 3 clusters Score -3620866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3620875.000000 Penalty: 5059.859863
	Iteration 22Q: 3 clusters Score -3620875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3620870.750000 Penalty: 5059.859863
	Iteration 23Q: 3 clusters Score -3620871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3620869.500000 Penalty: 5059.859863
	Iteration 24Q: 3 clusters Score -3620870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3620871.000000 Penalty: 5059.859863
	Iteration 25Q: 3 clusters Score -3620871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3620868.500000 Penalty: 5059.859863
	Iteration 26Q: 3 clusters Score -3620868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3620871.750000 Penalty: 5059.859863
	Iteration 27Q: 3 clusters Score -3620872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3620870.500000 Penalty: 5059.859863
	Iteration 28Q: 3 clusters Score -3620870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3620872.000000 Penalty: 5059.859863
	Iteration 29Q: 3 clusters Score -3620872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3620871.000000 Penalty: 5059.859863
	Iteration 30Q: 3 clusters Score -3620871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3620875.750000 Penalty: 5059.859863
	Iteration 31Q: 3 clusters Score -3620876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3620878.750000 Penalty: 5059.859863
	Iteration 32Q: 3 clusters Score -3620879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3620880.500000 Penalty: 5059.859863
	Iteration 33Q: 3 clusters Score -3620880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3620880.500000 Penalty: 5059.859863
	Iteration 34F: 3 clusters Score -3620880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -652265.187500 Penalty: 2119.112549
	Iteration 0F: 2 clusters Score -652265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -647710.187500 Penalty: 4238.225098
	Iteration 0F: 3 clusters Score -647710.2 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -648839.312500 Penalty: 4238.225098
	Iteration 1F: 3 clusters Score -648839.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -649065.687500 Penalty: 4238.225098
	Iteration 2F: 3 clusters Score -649065.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -649197.937500 Penalty: 4238.225098
	Iteration 3Q: 3 clusters Score -649197.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -649297.812500 Penalty: 4238.225098
	Iteration 4Q: 3 clusters Score -649297.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -649410.125000 Penalty: 4238.225098
	Iteration 5Q: 3 clusters Score -649410.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -649549.875000 Penalty: 4238.225098
	Iteration 6Q: 3 clusters Score -649549.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -649682.625000 Penalty: 4238.225098
	Iteration 7Q: 3 clusters Score -649682.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -649786.062500 Penalty: 4238.225098
	Iteration 8Q: 3 clusters Score -649786.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -649878.437500 Penalty: 4238.225098
	Iteration 9Q: 3 clusters Score -649878.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -649969.750000 Penalty: 4238.225098
	Iteration 10Q: 3 clusters Score -649969.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -650056.062500 Penalty: 4238.225098
	Iteration 11Q: 3 clusters Score -650056.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -650145.312500 Penalty: 4238.225098
	Iteration 12Q: 3 clusters Score -650145.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -650234.062500 Penalty: 4238.225098
	Iteration 13Q: 3 clusters Score -650234.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -650320.750000 Penalty: 4238.225098
	Iteration 14Q: 3 clusters Score -650320.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -650418.375000 Penalty: 4238.225098
	Iteration 15Q: 3 clusters Score -650418.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -650505.937500 Penalty: 4238.225098
	Iteration 16Q: 3 clusters Score -650505.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -650575.125000 Penalty: 4238.225098
	Iteration 17Q: 3 clusters Score -650575.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -650633.812500 Penalty: 4238.225098
	Iteration 18Q: 3 clusters Score -650633.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -650680.187500 Penalty: 4238.225098
	Iteration 19Q: 3 clusters Score -650680.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -650711.125000 Penalty: 4238.225098
	Iteration 20F: 3 clusters Score -650711.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -650743.000000 Penalty: 4238.225098
	Iteration 21Q: 3 clusters Score -650743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -650770.750000 Penalty: 4238.225098
	Iteration 22Q: 3 clusters Score -650770.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -650791.687500 Penalty: 4238.225098
	Iteration 23Q: 3 clusters Score -650791.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -650809.625000 Penalty: 4238.225098
	Iteration 24Q: 3 clusters Score -650809.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -650822.375000 Penalty: 4238.225098
	Iteration 25Q: 3 clusters Score -650822.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -650840.000000 Penalty: 4238.225098
	Iteration 26Q: 3 clusters Score -650840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -650849.437500 Penalty: 4238.225098
	Iteration 27Q: 3 clusters Score -650849.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -650855.500000 Penalty: 4238.225098
	Iteration 28Q: 3 clusters Score -650855.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -650862.500000 Penalty: 4238.225098
	Iteration 29Q: 3 clusters Score -650862.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -650871.125000 Penalty: 4238.225098
	Iteration 30Q: 3 clusters Score -650871.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -650879.312500 Penalty: 4238.225098
	Iteration 31Q: 3 clusters Score -650879.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -650884.750000 Penalty: 4238.225098
	Iteration 32Q: 3 clusters Score -650884.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -650890.437500 Penalty: 4238.225098
	Iteration 33Q: 3 clusters Score -650890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -650894.250000 Penalty: 4238.225098
	Iteration 34Q: 3 clusters Score -650894.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -650898.562500 Penalty: 4238.225098
	Iteration 35Q: 3 clusters Score -650898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -650902.312500 Penalty: 4238.225098
	Iteration 36Q: 3 clusters Score -650902.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -650907.312500 Penalty: 4238.225098
	Iteration 37Q: 3 clusters Score -650907.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -650912.062500 Penalty: 4238.225098
	Iteration 38Q: 3 clusters Score -650912.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -650915.437500 Penalty: 4238.225098
	Iteration 39Q: 3 clusters Score -650915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -650917.750000 Penalty: 4238.225098
	Iteration 40F: 3 clusters Score -650917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -650923.000000 Penalty: 4238.225098
	Iteration 41Q: 3 clusters Score -650923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -650924.750000 Penalty: 4238.225098
	Iteration 42Q: 3 clusters Score -650924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -650928.937500 Penalty: 4238.225098
	Iteration 43Q: 3 clusters Score -650928.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -650930.750000 Penalty: 4238.225098
	Iteration 44Q: 3 clusters Score -650930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -650932.125000 Penalty: 4238.225098
	Iteration 45Q: 3 clusters Score -650932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -650933.125000 Penalty: 4238.225098
	Iteration 46Q: 3 clusters Score -650933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -650933.562500 Penalty: 4238.225098
	Iteration 47Q: 3 clusters Score -650933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -650933.937500 Penalty: 4238.225098
	Iteration 48Q: 3 clusters Score -650933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -650933.937500 Penalty: 4238.225098
	Iteration 49Q: 3 clusters Score -650933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -650937.375000 Penalty: 4238.225098
	Iteration 50Q: 3 clusters Score -650937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -650939.062500 Penalty: 4238.225098
	Iteration 51Q: 3 clusters Score -650939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -650939.125000 Penalty: 4238.225098
	Iteration 52Q: 3 clusters Score -650939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -650939.125000 Penalty: 4238.225098
	Iteration 53F: 3 clusters Score -650939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Entering Unmasked Estep 
Score: -1193041.750000 Penalty: 2266.726318
	Iteration 0F: 2 clusters Score -1193042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1185816.000000 Penalty: 4533.452637
	Iteration 0F: 3 clusters Score -1185816 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1187888.375000 Penalty: 4533.452637
	Iteration 1F: 3 clusters Score -1187888 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1188177.250000 Penalty: 4533.452637
	Iteration 2F: 3 clusters Score -1188177 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1188396.125000 Penalty: 4533.452637
	Iteration 3F: 3 clusters Score -1188396 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1188606.125000 Penalty: 4533.452637
	Iteration 4Q: 3 clusters Score -1188606 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1188806.875000 Penalty: 4533.452637
	Iteration 5Q: 3 clusters Score -1188807 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1189058.500000 Penalty: 4533.452637
	Iteration 6Q: 3 clusters Score -1189058 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1189337.250000 Penalty: 4533.452637
	Iteration 7Q: 3 clusters Score -1189337 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1189643.875000 Penalty: 4533.452637
	Iteration 8Q: 3 clusters Score -1189644 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1189990.750000 Penalty: 4533.452637
	Iteration 9Q: 3 clusters Score -1189991 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1190368.250000 Penalty: 4533.452637
	Iteration 10Q: 3 clusters Score -1190368 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1190700.250000 Penalty: 4533.452637
	Iteration 11Q: 3 clusters Score -1190700 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1190957.000000 Penalty: 4533.452637
	Iteration 12Q: 3 clusters Score -1190957 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1191130.250000 Penalty: 4533.452637
	Iteration 13Q: 3 clusters Score -1191130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1191265.000000 Penalty: 4533.452637
	Iteration 14Q: 3 clusters Score -1191265 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1191353.500000 Penalty: 4533.452637
	Iteration 15Q: 3 clusters Score -1191354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1191398.250000 Penalty: 4533.452637
	Iteration 16Q: 3 clusters Score -1191398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1191434.250000 Penalty: 4533.452637
	Iteration 17Q: 3 clusters Score -1191434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1191465.750000 Penalty: 4533.452637
	Iteration 18Q: 3 clusters Score -1191466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1191478.000000 Penalty: 4533.452637
	Iteration 19Q: 3 clusters Score -1191478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1191503.500000 Penalty: 4533.452637
	Iteration 20F: 3 clusters Score -1191504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1191524.750000 Penalty: 4533.452637
	Iteration 21Q: 3 clusters Score -1191525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1191545.250000 Penalty: 4533.452637
	Iteration 22Q: 3 clusters Score -1191545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1191550.000000 Penalty: 4533.452637
	Iteration 23Q: 3 clusters Score -1191550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1191558.750000 Penalty: 4533.452637
	Iteration 24Q: 3 clusters Score -1191559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1191562.750000 Penalty: 4533.452637
	Iteration 25Q: 3 clusters Score -1191563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1191568.375000 Penalty: 4533.452637
	Iteration 26Q: 3 clusters Score -1191568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1191574.500000 Penalty: 4533.452637
	Iteration 27Q: 3 clusters Score -1191574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1191576.125000 Penalty: 4533.452637
	Iteration 28Q: 3 clusters Score -1191576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1191578.125000 Penalty: 4533.452637
	Iteration 29Q: 3 clusters Score -1191578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1191578.125000 Penalty: 4533.452637
	Iteration 30F: 3 clusters Score -1191578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Entering Unmasked Estep 
Score: -5922673.500000 Penalty: 2660.308105
	Iteration 0F: 2 clusters Score -5922674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5891982.500000 Penalty: 5320.616211
	Iteration 0F: 3 clusters Score -5891982 nChanged 20940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -5903420.500000 Penalty: 5320.616211
	Iteration 1F: 3 clusters Score -5903420 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -5903955.500000 Penalty: 5320.616211
	Iteration 2Q: 3 clusters Score -5903956 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5904545.500000 Penalty: 5320.616211
	Iteration 3Q: 3 clusters Score -5904546 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -5905223.000000 Penalty: 5320.616211
	Iteration 4Q: 3 clusters Score -5905223 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -5906227.000000 Penalty: 5320.616211
	Iteration 5Q: 3 clusters Score -5906227 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -5907888.000000 Penalty: 5320.616211
	Iteration 6F: 3 clusters Score -5907888 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5910544.000000 Penalty: 5320.616211
	Iteration 7F: 3 clusters Score -5910544 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -5914117.000000 Penalty: 5320.616211
	Iteration 8F: 3 clusters Score -5914117 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -5917540.500000 Penalty: 5320.616211
	Iteration 9F: 3 clusters Score -5917540 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -5919455.500000 Penalty: 5320.616211
	Iteration 10Q: 3 clusters Score -5919456 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -5920135.000000 Penalty: 5320.616211
	Iteration 11Q: 3 clusters Score -5920135 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -5920381.000000 Penalty: 5320.616211
	Iteration 12Q: 3 clusters Score -5920381 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5920494.000000 Penalty: 5320.616211
	Iteration 13Q: 3 clusters Score -5920494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -5920540.500000 Penalty: 5320.616211
	Iteration 14Q: 3 clusters Score -5920540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5920571.000000 Penalty: 5320.616211
	Iteration 15Q: 3 clusters Score -5920571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5920582.500000 Penalty: 5320.616211
	Iteration 16Q: 3 clusters Score -5920582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -5920594.500000 Penalty: 5320.616211
	Iteration 17Q: 3 clusters Score -5920594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5920597.000000 Penalty: 5320.616211
	Iteration 18Q: 3 clusters Score -5920597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -5920600.000000 Penalty: 5320.616211
	Iteration 19Q: 3 clusters Score -5920600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -5920600.500000 Penalty: 5320.616211
	Iteration 20F: 3 clusters Score -5920600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -5920603.500000 Penalty: 5320.616211
	Iteration 21Q: 3 clusters Score -5920604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -5920606.000000 Penalty: 5320.616211
	Iteration 22Q: 3 clusters Score -5920606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -5920609.500000 Penalty: 5320.616211
	Iteration 23Q: 3 clusters Score -5920610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -5920615.500000 Penalty: 5320.616211
	Iteration 24Q: 3 clusters Score -5920616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -5920620.500000 Penalty: 5320.616211
	Iteration 25Q: 3 clusters Score -5920620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5920619.500000 Penalty: 5320.616211
	Iteration 26Q: 3 clusters Score -5920620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5920619.500000 Penalty: 5320.616211
	Iteration 27F: 3 clusters Score -5920620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Entering Unmasked Estep 
Score: -6857287.000000 Penalty: 2692.320068
	Iteration 0F: 2 clusters Score -6857287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -6822322.500000 Penalty: 5384.640137
	Iteration 0F: 3 clusters Score -6822322 nChanged 23965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -6835584.000000 Penalty: 5384.640137
	Iteration 1F: 3 clusters Score -6835584 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -6836201.000000 Penalty: 5384.640137
	Iteration 2Q: 3 clusters Score -6836201 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -6836990.500000 Penalty: 5384.640137
	Iteration 3Q: 3 clusters Score -6836990 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -6838195.500000 Penalty: 5384.640137
	Iteration 4F: 3 clusters Score -6838196 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -6840084.000000 Penalty: 5384.640137
	Iteration 5F: 3 clusters Score -6840084 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -6842778.500000 Penalty: 5384.640137
	Iteration 6F: 3 clusters Score -6842778 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -6846354.500000 Penalty: 5384.640137
	Iteration 7F: 3 clusters Score -6846354 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -6850048.000000 Penalty: 5384.640137
	Iteration 8F: 3 clusters Score -6850048 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6852590.000000 Penalty: 5384.640137
	Iteration 9F: 3 clusters Score -6852590 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6854008.500000 Penalty: 5384.640137
	Iteration 10Q: 3 clusters Score -6854008 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6854568.500000 Penalty: 5384.640137
	Iteration 11Q: 3 clusters Score -6854568 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6854776.500000 Penalty: 5384.640137
	Iteration 12Q: 3 clusters Score -6854776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6854860.000000 Penalty: 5384.640137
	Iteration 13Q: 3 clusters Score -6854860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6854910.000000 Penalty: 5384.640137
	Iteration 14Q: 3 clusters Score -6854910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6854929.500000 Penalty: 5384.640137
	Iteration 15Q: 3 clusters Score -6854930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6854947.000000 Penalty: 5384.640137
	Iteration 16Q: 3 clusters Score -6854947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6854958.000000 Penalty: 5384.640137
	Iteration 17Q: 3 clusters Score -6854958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6854978.000000 Penalty: 5384.640137
	Iteration 18Q: 3 clusters Score -6854978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6854980.500000 Penalty: 5384.640137
	Iteration 19Q: 3 clusters Score -6854980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6854990.000000 Penalty: 5384.640137
	Iteration 20F: 3 clusters Score -6854990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6854981.000000 Penalty: 5384.640137
	Iteration 21Q: 3 clusters Score -6854981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6854987.000000 Penalty: 5384.640137
	Iteration 22Q: 3 clusters Score -6854987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6854987.500000 Penalty: 5384.640137
	Iteration 23Q: 3 clusters Score -6854988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6854987.500000 Penalty: 5384.640137
	Iteration 24F: 3 clusters Score -6854988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -63933.542969 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -63933.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62439.480469 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -62439.48 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62737.312500 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -62737.31 nChanged 51
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: -62983.539062 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -62983.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63106.203125 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -63106.2 nChanged 14
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: -63145.441406 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -63145.44 nChanged 8
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: -63165.285156 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -63165.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63177.742188 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -63177.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63204.539062 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -63204.54 nChanged 1
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: -63208.027344 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -63208.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63210.769531 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -63210.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63210.769531 Penalty: 3165.380615
	Iteration 10F: 3 clusters Score -63210.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Entering Unmasked Estep 
Score: -326789.937500 Penalty: 1939.170166
	Iteration 0F: 2 clusters Score -326789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -323862.062500 Penalty: 3878.340332
	Iteration 0F: 3 clusters Score -323862.1 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -324499.031250 Penalty: 3878.340332
	Iteration 1F: 3 clusters Score -324499 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -324704.031250 Penalty: 3878.340332
	Iteration 2F: 3 clusters Score -324704 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -324826.812500 Penalty: 3878.340332
	Iteration 3F: 3 clusters Score -324826.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -324892.093750 Penalty: 3878.340332
	Iteration 4Q: 3 clusters Score -324892.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -324951.281250 Penalty: 3878.340332
	Iteration 5Q: 3 clusters Score -324951.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -325017.437500 Penalty: 3878.340332
	Iteration 6Q: 3 clusters Score -325017.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -325060.000000 Penalty: 3878.340332
	Iteration 7Q: 3 clusters Score -325060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -325103.187500 Penalty: 3878.340332
	Iteration 8Q: 3 clusters Score -325103.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -325132.656250 Penalty: 3878.340332
	Iteration 9Q: 3 clusters Score -325132.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -325150.843750 Penalty: 3878.340332
	Iteration 10Q: 3 clusters Score -325150.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -325165.531250 Penalty: 3878.340332
	Iteration 11Q: 3 clusters Score -325165.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -325176.125000 Penalty: 3878.340332
	Iteration 12Q: 3 clusters Score -325176.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -325186.000000 Penalty: 3878.340332
	Iteration 13Q: 3 clusters Score -325186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -325191.343750 Penalty: 3878.340332
	Iteration 14Q: 3 clusters Score -325191.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -325198.843750 Penalty: 3878.340332
	Iteration 15Q: 3 clusters Score -325198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -325201.812500 Penalty: 3878.340332
	Iteration 16Q: 3 clusters Score -325201.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -325205.312500 Penalty: 3878.340332
	Iteration 17Q: 3 clusters Score -325205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -325208.062500 Penalty: 3878.340332
	Iteration 18Q: 3 clusters Score -325208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -325212.718750 Penalty: 3878.340332
	Iteration 19Q: 3 clusters Score -325212.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -325220.156250 Penalty: 3878.340332
	Iteration 20F: 3 clusters Score -325220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -325227.937500 Penalty: 3878.340332
	Iteration 21Q: 3 clusters Score -325227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -325233.937500 Penalty: 3878.340332
	Iteration 22Q: 3 clusters Score -325233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -325236.968750 Penalty: 3878.340332
	Iteration 23Q: 3 clusters Score -325237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -325237.656250 Penalty: 3878.340332
	Iteration 24Q: 3 clusters Score -325237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -325238.406250 Penalty: 3878.340332
	Iteration 25Q: 3 clusters Score -325238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -325238.812500 Penalty: 3878.340332
	Iteration 26Q: 3 clusters Score -325238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -325238.812500 Penalty: 3878.340332
	Iteration 27F: 3 clusters Score -325238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -79221.265625 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -79221.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77714.031250 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -77714.03 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78554.265625 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -78554.27 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79080.187500 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -79080.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79293.281250 Penalty: 3271.507080
	Iteration 3F: 3 clusters Score -79293.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -79406.406250 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -79406.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79437.046875 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -79437.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -79451.179688 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -79451.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79454.156250 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -79454.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79454.156250 Penalty: 3271.507080
	Iteration 8F: 3 clusters Score -79454.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 21874 members 
Mstep: Class 4 contains 194992 members 
Mstep: Class 5 contains 45439 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 70795 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40670 members 
Mstep: Class 14 contains 38729 members 
Mstep: Class 15 contains 51912 members 
Mstep: Class 16 contains 175454 members 
Mstep: Class 17 contains 26939 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9321 members 
Mstep: Class 20 contains 45572 members 
Mstep: Class 21 contains 51851 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 201 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199531 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 531 members 
Entering Unmasked Estep 
Score: -133237720.000000 Penalty: 96125.335938
Splitting cluster 24 changes total score from -133239512.000000 to -133237720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -31426.761719 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -31426.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30249.044922 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -30249.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30432.958984 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -30432.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30497.818359 Penalty: 2891.156982
	Iteration 2Q: 3 clusters Score -30497.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30568.042969 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -30568.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30626.427734 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -30626.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30636.207031 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -30636.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30642.419922 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -30642.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30645.673828 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -30645.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30649.562500 Penalty: 2891.156982
	Iteration 8Q: 3 clusters Score -30649.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30653.097656 Penalty: 2891.156982
	Iteration 9Q: 3 clusters Score -30653.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30653.097656 Penalty: 2891.156982
	Iteration 10F: 3 clusters Score -30653.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (199531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199531 members 
Entering Unmasked Estep 
Score: -26488858.000000 Penalty: 3026.523682
	Iteration 0F: 2 clusters Score -2.648886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -26360400.000000 Penalty: 6053.047363
	Iteration 0F: 3 clusters Score -2.63604e+07 nChanged 95944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -26415904.000000 Penalty: 6053.047363
	Iteration 1F: 3 clusters Score -2.64159e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -26417230.000000 Penalty: 6053.047363
	Iteration 2Q: 3 clusters Score -2.641723e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 111812 members 
Entering Unmasked Estep 
Score: -26419176.000000 Penalty: 6053.047363
	Iteration 3Q: 3 clusters Score -2.641918e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 118375 members 
Entering Unmasked Estep 
Score: -26422080.000000 Penalty: 6053.047363
	Iteration 4Q: 3 clusters Score -2.642208e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 127851 members 
Entering Unmasked Estep 
Score: -26427608.000000 Penalty: 6053.047363
	Iteration 5F: 3 clusters Score -2.642761e+07 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 140563 members 
Entering Unmasked Estep 
Score: -26436738.000000 Penalty: 6053.047363
	Iteration 6F: 3 clusters Score -2.643674e+07 nChanged 15487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 155830 members 
Entering Unmasked Estep 
Score: -26450238.000000 Penalty: 6053.047363
	Iteration 7F: 3 clusters Score -2.645024e+07 nChanged 15102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 170798 members 
Entering Unmasked Estep 
Score: -26464356.000000 Penalty: 6053.047363
	Iteration 8F: 3 clusters Score -2.646436e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 181965 members 
Entering Unmasked Estep 
Score: -26474674.000000 Penalty: 6053.047363
	Iteration 9F: 3 clusters Score -2.647467e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 188714 members 
Entering Unmasked Estep 
Score: -26480030.000000 Penalty: 6053.047363
	Iteration 10Q: 3 clusters Score -2.648003e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 192468 members 
Entering Unmasked Estep 
Score: -26482914.000000 Penalty: 6053.047363
	Iteration 11Q: 3 clusters Score -2.648291e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 194613 members 
Entering Unmasked Estep 
Score: -26484312.000000 Penalty: 6053.047363
	Iteration 12Q: 3 clusters Score -2.648431e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 195931 members 
Entering Unmasked Estep 
Score: -26485134.000000 Penalty: 6053.047363
	Iteration 13Q: 3 clusters Score -2.648513e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 196738 members 
Entering Unmasked Estep 
Score: -26485510.000000 Penalty: 6053.047363
	Iteration 14Q: 3 clusters Score -2.648551e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 197271 members 
Entering Unmasked Estep 
Score: -26485806.000000 Penalty: 6053.047363
	Iteration 15Q: 3 clusters Score -2.648581e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 197654 members 
Entering Unmasked Estep 
Score: -26485938.000000 Penalty: 6053.047363
	Iteration 16Q: 3 clusters Score -2.648594e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 197925 members 
Entering Unmasked Estep 
Score: -26486002.000000 Penalty: 6053.047363
	Iteration 17Q: 3 clusters Score -2.6486e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 198080 members 
Entering Unmasked Estep 
Score: -26486112.000000 Penalty: 6053.047363
	Iteration 18Q: 3 clusters Score -2.648611e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 198190 members 
Entering Unmasked Estep 
Score: -26486196.000000 Penalty: 6053.047363
	Iteration 19Q: 3 clusters Score -2.64862e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 198265 members 
Entering Unmasked Estep 
Score: -26486168.000000 Penalty: 6053.047363
	Iteration 20F: 3 clusters Score -2.648617e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 198310 members 
Entering Unmasked Estep 
Score: -26486244.000000 Penalty: 6053.047363
	Iteration 21Q: 3 clusters Score -2.648624e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 198352 members 
Entering Unmasked Estep 
Score: -26486254.000000 Penalty: 6053.047363
	Iteration 22Q: 3 clusters Score -2.648625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 198372 members 
Entering Unmasked Estep 
Score: -26486260.000000 Penalty: 6053.047363
	Iteration 23Q: 3 clusters Score -2.648626e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 198407 members 
Entering Unmasked Estep 
Score: -26486276.000000 Penalty: 6053.047363
	Iteration 24Q: 3 clusters Score -2.648628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 198429 members 
Entering Unmasked Estep 
Score: -26486260.000000 Penalty: 6053.047363
	Iteration 25Q: 3 clusters Score -2.648626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 198449 members 
Entering Unmasked Estep 
Score: -26486276.000000 Penalty: 6053.047363
	Iteration 26Q: 3 clusters Score -2.648628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 198463 members 
Entering Unmasked Estep 
Score: -26486286.000000 Penalty: 6053.047363
	Iteration 27Q: 3 clusters Score -2.648629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 198481 members 
Entering Unmasked Estep 
Score: -26486292.000000 Penalty: 6053.047363
	Iteration 28Q: 3 clusters Score -2.648629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 198489 members 
Entering Unmasked Estep 
Score: -26486314.000000 Penalty: 6053.047363
	Iteration 29Q: 3 clusters Score -2.648631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 198494 members 
Entering Unmasked Estep 
Score: -26486292.000000 Penalty: 6053.047363
	Iteration 30Q: 3 clusters Score -2.648629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 198502 members 
Entering Unmasked Estep 
Score: -26486306.000000 Penalty: 6053.047363
	Iteration 31Q: 3 clusters Score -2.648631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 198511 members 
Entering Unmasked Estep 
Score: -26486308.000000 Penalty: 6053.047363
	Iteration 32Q: 3 clusters Score -2.648631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 198518 members 
Entering Unmasked Estep 
Score: -26486306.000000 Penalty: 6053.047363
	Iteration 33Q: 3 clusters Score -2.648631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 198525 members 
Entering Unmasked Estep 
Score: -26486306.000000 Penalty: 6053.047363
	Iteration 34Q: 3 clusters Score -2.648631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 198532 members 
Entering Unmasked Estep 
Score: -26486300.000000 Penalty: 6053.047363
	Iteration 35Q: 3 clusters Score -2.64863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 198540 members 
Entering Unmasked Estep 
Score: -26486304.000000 Penalty: 6053.047363
	Iteration 36Q: 3 clusters Score -2.64863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 198545 members 
Entering Unmasked Estep 
Score: -26486310.000000 Penalty: 6053.047363
	Iteration 37Q: 3 clusters Score -2.648631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 198546 members 
Entering Unmasked Estep 
Score: -26486312.000000 Penalty: 6053.047363
	Iteration 38Q: 3 clusters Score -2.648631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 198548 members 
Entering Unmasked Estep 
Score: -26486308.000000 Penalty: 6053.047363
	Iteration 39Q: 3 clusters Score -2.648631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 198549 members 
Entering Unmasked Estep 
Score: -26486310.000000 Penalty: 6053.047363
	Iteration 40F: 3 clusters Score -2.648631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 198549 members 
Entering Unmasked Estep 
Score: -26486322.000000 Penalty: 6053.047363
	Iteration 41Q: 3 clusters Score -2.648632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 198549 members 
Entering Unmasked Estep 
Score: -26486322.000000 Penalty: 6053.047363
	Iteration 42F: 3 clusters Score -2.648632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69611.265625 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69611.27 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 310 members 
Entering Unmasked Estep 
Score: -67981.296875 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -67981.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68260.023438 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -68260.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68423.523438 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -68423.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68557.710938 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -68557.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68652.289062 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -68652.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68747.179688 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -68747.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68902.078125 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -68902.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69048.835938 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -69048.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69147.234375 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -69147.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69201.945312 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -69201.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69248.101562 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -69248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69275.656250 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -69275.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69306.148438 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -69306.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69359.062500 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -69359.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69438.195312 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -69438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69474.234375 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -69474.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69480.296875 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -69480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69484.296875 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -69484.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69484.296875 Penalty: 3191.535156
	Iteration 18F: 3 clusters Score -69484.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 21874 members 
Mstep: Class 4 contains 194992 members 
Mstep: Class 5 contains 45439 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 70795 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40670 members 
Mstep: Class 14 contains 38729 members 
Mstep: Class 15 contains 51912 members 
Mstep: Class 16 contains 175454 members 
Mstep: Class 17 contains 26939 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9321 members 
Mstep: Class 20 contains 45572 members 
Mstep: Class 21 contains 51851 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199531 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239424.000000 Penalty: 92692.289062
Iteration 239Q: 28 clusters Score -1.332394e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 14533 members 
Mstep: Class 3 contains 21882 members 
Mstep: Class 4 contains 194989 members 
Mstep: Class 5 contains 45454 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 70842 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40667 members 
Mstep: Class 14 contains 38746 members 
Mstep: Class 15 contains 51925 members 
Mstep: Class 16 contains 175247 members 
Mstep: Class 17 contains 26949 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9321 members 
Mstep: Class 20 contains 45578 members 
Mstep: Class 21 contains 51859 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199575 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239424.000000 Penalty: 92692.289062
Iteration 240F: 28 clusters Score -1.332394e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 14574 members 
Mstep: Class 3 contains 21891 members 
Mstep: Class 4 contains 194990 members 
Mstep: Class 5 contains 45457 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 70889 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40663 members 
Mstep: Class 14 contains 38752 members 
Mstep: Class 15 contains 51939 members 
Mstep: Class 16 contains 175051 members 
Mstep: Class 17 contains 26963 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 45587 members 
Mstep: Class 21 contains 51866 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2482 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199623 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239456.000000 Penalty: 92692.289062
Iteration 241Q: 28 clusters Score -1.332395e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 14611 members 
Mstep: Class 3 contains 21897 members 
Mstep: Class 4 contains 194990 members 
Mstep: Class 5 contains 45467 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70949 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40660 members 
Mstep: Class 14 contains 38759 members 
Mstep: Class 15 contains 51966 members 
Mstep: Class 16 contains 174900 members 
Mstep: Class 17 contains 26976 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9321 members 
Mstep: Class 20 contains 45597 members 
Mstep: Class 21 contains 51878 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199592 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239552.000000 Penalty: 92692.289062
Iteration 242Q: 28 clusters Score -1.332396e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 14638 members 
Mstep: Class 3 contains 21902 members 
Mstep: Class 4 contains 194984 members 
Mstep: Class 5 contains 45480 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 70987 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40656 members 
Mstep: Class 14 contains 38772 members 
Mstep: Class 15 contains 51980 members 
Mstep: Class 16 contains 174784 members 
Mstep: Class 17 contains 26987 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9322 members 
Mstep: Class 20 contains 45599 members 
Mstep: Class 21 contains 51888 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199588 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239536.000000 Penalty: 92692.289062
Iteration 243Q: 28 clusters Score -1.332395e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14665 members 
Mstep: Class 3 contains 21907 members 
Mstep: Class 4 contains 194982 members 
Mstep: Class 5 contains 45484 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71005 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 38788 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 174703 members 
Mstep: Class 17 contains 26990 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9322 members 
Mstep: Class 20 contains 45601 members 
Mstep: Class 21 contains 51895 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199565 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239632.000000 Penalty: 92692.289062
Iteration 244Q: 28 clusters Score -1.332396e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14686 members 
Mstep: Class 3 contains 21916 members 
Mstep: Class 4 contains 194983 members 
Mstep: Class 5 contains 45485 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71019 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18409 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40654 members 
Mstep: Class 14 contains 38799 members 
Mstep: Class 15 contains 52019 members 
Mstep: Class 16 contains 174645 members 
Mstep: Class 17 contains 26989 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 45603 members 
Mstep: Class 21 contains 51902 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199539 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239576.000000 Penalty: 92692.289062
Iteration 245Q: 28 clusters Score -1.332396e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 14720 members 
Mstep: Class 3 contains 21925 members 
Mstep: Class 4 contains 194979 members 
Mstep: Class 5 contains 45488 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71040 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18411 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 38810 members 
Mstep: Class 15 contains 52029 members 
Mstep: Class 16 contains 174592 members 
Mstep: Class 17 contains 26994 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 45595 members 
Mstep: Class 21 contains 51911 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199496 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239784.000000 Penalty: 92692.289062
Iteration 246Q: 28 clusters Score -1.332398e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 14758 members 
Mstep: Class 3 contains 21933 members 
Mstep: Class 4 contains 194976 members 
Mstep: Class 5 contains 45502 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71056 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18411 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40657 members 
Mstep: Class 14 contains 38827 members 
Mstep: Class 15 contains 52033 members 
Mstep: Class 16 contains 174543 members 
Mstep: Class 17 contains 26994 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 45591 members 
Mstep: Class 21 contains 51914 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199451 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239896.000000 Penalty: 92692.289062
Iteration 247Q: 28 clusters Score -1.332399e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 14798 members 
Mstep: Class 3 contains 21937 members 
Mstep: Class 4 contains 194973 members 
Mstep: Class 5 contains 45513 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71063 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40661 members 
Mstep: Class 14 contains 38836 members 
Mstep: Class 15 contains 52041 members 
Mstep: Class 16 contains 174502 members 
Mstep: Class 17 contains 26997 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 45588 members 
Mstep: Class 21 contains 51914 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199417 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239840.000000 Penalty: 92692.289062
Iteration 248Q: 28 clusters Score -1.332398e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 14838 members 
Mstep: Class 3 contains 21949 members 
Mstep: Class 4 contains 194966 members 
Mstep: Class 5 contains 45527 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71083 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40665 members 
Mstep: Class 14 contains 38842 members 
Mstep: Class 15 contains 52038 members 
Mstep: Class 16 contains 174440 members 
Mstep: Class 17 contains 26994 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9319 members 
Mstep: Class 20 contains 45592 members 
Mstep: Class 21 contains 51910 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199397 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239768.000000 Penalty: 92692.289062
Iteration 249Q: 28 clusters Score -1.332398e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 14874 members 
Mstep: Class 3 contains 21960 members 
Mstep: Class 4 contains 194963 members 
Mstep: Class 5 contains 45540 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71101 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18410 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40663 members 
Mstep: Class 14 contains 38853 members 
Mstep: Class 15 contains 52041 members 
Mstep: Class 16 contains 174383 members 
Mstep: Class 17 contains 26992 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9319 members 
Mstep: Class 20 contains 45592 members 
Mstep: Class 21 contains 51920 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199358 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240016.000000 Penalty: 92692.289062
Iteration 250Q: 28 clusters Score -1.3324e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 21976 members 
Mstep: Class 4 contains 194959 members 
Mstep: Class 5 contains 45549 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71126 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18411 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40660 members 
Mstep: Class 14 contains 38864 members 
Mstep: Class 15 contains 52049 members 
Mstep: Class 16 contains 174325 members 
Mstep: Class 17 contains 26987 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9319 members 
Mstep: Class 20 contains 45599 members 
Mstep: Class 21 contains 51920 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199306 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240032.000000 Penalty: 92692.289062
Iteration 251Q: 28 clusters Score -1.3324e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 21998 members 
Mstep: Class 4 contains 194951 members 
Mstep: Class 5 contains 45561 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71141 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18415 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40656 members 
Mstep: Class 14 contains 38858 members 
Mstep: Class 15 contains 52052 members 
Mstep: Class 16 contains 174273 members 
Mstep: Class 17 contains 26984 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9319 members 
Mstep: Class 20 contains 45590 members 
Mstep: Class 21 contains 51924 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199284 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239840.000000 Penalty: 92692.289062
Iteration 252Q: 28 clusters Score -1.332398e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15016 members 
Mstep: Class 3 contains 22009 members 
Mstep: Class 4 contains 194946 members 
Mstep: Class 5 contains 45561 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71162 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18413 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40657 members 
Mstep: Class 14 contains 38858 members 
Mstep: Class 15 contains 52048 members 
Mstep: Class 16 contains 174269 members 
Mstep: Class 17 contains 26980 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9319 members 
Mstep: Class 20 contains 45589 members 
Mstep: Class 21 contains 51932 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199209 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239760.000000 Penalty: 92692.289062
Iteration 253Q: 28 clusters Score -1.332398e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 15080 members 
Mstep: Class 3 contains 22018 members 
Mstep: Class 4 contains 194945 members 
Mstep: Class 5 contains 45564 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71190 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40656 members 
Mstep: Class 14 contains 38871 members 
Mstep: Class 15 contains 52044 members 
Mstep: Class 16 contains 174248 members 
Mstep: Class 17 contains 26980 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9318 members 
Mstep: Class 20 contains 45585 members 
Mstep: Class 21 contains 51946 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2482 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199107 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239672.000000 Penalty: 92692.289062
Iteration 254Q: 28 clusters Score -1.332397e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 15149 members 
Mstep: Class 3 contains 22025 members 
Mstep: Class 4 contains 194942 members 
Mstep: Class 5 contains 45570 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71215 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18418 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40645 members 
Mstep: Class 14 contains 38879 members 
Mstep: Class 15 contains 52045 members 
Mstep: Class 16 contains 174251 members 
Mstep: Class 17 contains 26968 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9318 members 
Mstep: Class 20 contains 45579 members 
Mstep: Class 21 contains 51956 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2483 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 199004 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239912.000000 Penalty: 92692.289062
Iteration 255Q: 28 clusters Score -1.332399e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15220 members 
Mstep: Class 3 contains 22030 members 
Mstep: Class 4 contains 194940 members 
Mstep: Class 5 contains 45577 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71246 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40648 members 
Mstep: Class 14 contains 38882 members 
Mstep: Class 15 contains 52044 members 
Mstep: Class 16 contains 174245 members 
Mstep: Class 17 contains 26984 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9317 members 
Mstep: Class 20 contains 45576 members 
Mstep: Class 21 contains 51961 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198875 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239824.000000 Penalty: 92692.289062
Iteration 256Q: 28 clusters Score -1.332398e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15285 members 
Mstep: Class 3 contains 22037 members 
Mstep: Class 4 contains 194937 members 
Mstep: Class 5 contains 45584 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71280 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18413 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40647 members 
Mstep: Class 14 contains 38880 members 
Mstep: Class 15 contains 52046 members 
Mstep: Class 16 contains 174210 members 
Mstep: Class 17 contains 26991 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 20 contains 45574 members 
Mstep: Class 21 contains 51962 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198797 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239904.000000 Penalty: 92692.289062
Iteration 257Q: 28 clusters Score -1.332399e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 15334 members 
Mstep: Class 3 contains 22043 members 
Mstep: Class 4 contains 194941 members 
Mstep: Class 5 contains 45580 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71306 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18413 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40648 members 
Mstep: Class 14 contains 38885 members 
Mstep: Class 15 contains 52049 members 
Mstep: Class 16 contains 174204 members 
Mstep: Class 17 contains 26994 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 20 contains 45575 members 
Mstep: Class 21 contains 51956 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198714 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239952.000000 Penalty: 92692.289062
Iteration 258Q: 28 clusters Score -1.3324e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 22047 members 
Mstep: Class 4 contains 194936 members 
Mstep: Class 5 contains 45581 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71321 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18422 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40652 members 
Mstep: Class 14 contains 38888 members 
Mstep: Class 15 contains 52046 members 
Mstep: Class 16 contains 174202 members 
Mstep: Class 17 contains 26998 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 20 contains 45582 members 
Mstep: Class 21 contains 51969 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198626 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239984.000000 Penalty: 92692.289062
Iteration 259Q: 28 clusters Score -1.3324e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15422 members 
Mstep: Class 3 contains 22051 members 
Mstep: Class 4 contains 194929 members 
Mstep: Class 5 contains 45574 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71343 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 38893 members 
Mstep: Class 15 contains 52044 members 
Mstep: Class 16 contains 174191 members 
Mstep: Class 17 contains 27012 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 20 contains 45582 members 
Mstep: Class 21 contains 51989 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198520 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240168.000000 Penalty: 92692.289062
Iteration 260F: 28 clusters Score -1.332402e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 22055 members 
Mstep: Class 4 contains 194926 members 
Mstep: Class 5 contains 45578 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71363 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18442 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40658 members 
Mstep: Class 14 contains 38893 members 
Mstep: Class 15 contains 52052 members 
Mstep: Class 16 contains 174173 members 
Mstep: Class 17 contains 27013 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 20 contains 45583 members 
Mstep: Class 21 contains 51996 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198442 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240280.000000 Penalty: 92692.289062
Iteration 261Q: 28 clusters Score -1.332403e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 15518 members 
Mstep: Class 3 contains 22058 members 
Mstep: Class 4 contains 194922 members 
Mstep: Class 5 contains 45582 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71368 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18447 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40656 members 
Mstep: Class 14 contains 38884 members 
Mstep: Class 15 contains 52055 members 
Mstep: Class 16 contains 174148 members 
Mstep: Class 17 contains 27015 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45595 members 
Mstep: Class 21 contains 52012 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198382 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240456.000000 Penalty: 92692.289062
Iteration 262Q: 28 clusters Score -1.332405e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 15574 members 
Mstep: Class 3 contains 22065 members 
Mstep: Class 4 contains 194917 members 
Mstep: Class 5 contains 45593 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71367 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 38871 members 
Mstep: Class 15 contains 52064 members 
Mstep: Class 16 contains 174102 members 
Mstep: Class 17 contains 27013 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 20 contains 45606 members 
Mstep: Class 21 contains 52030 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198330 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240496.000000 Penalty: 92692.289062
Iteration 263Q: 28 clusters Score -1.332405e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 15633 members 
Mstep: Class 3 contains 22071 members 
Mstep: Class 4 contains 194917 members 
Mstep: Class 5 contains 45606 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71383 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40651 members 
Mstep: Class 14 contains 38869 members 
Mstep: Class 15 contains 52063 members 
Mstep: Class 16 contains 174019 members 
Mstep: Class 17 contains 27021 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 20 contains 45623 members 
Mstep: Class 21 contains 52039 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198288 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240568.000000 Penalty: 92692.289062
Iteration 264Q: 28 clusters Score -1.332406e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15689 members 
Mstep: Class 3 contains 22078 members 
Mstep: Class 4 contains 194914 members 
Mstep: Class 5 contains 45617 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71402 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 38862 members 
Mstep: Class 15 contains 52061 members 
Mstep: Class 16 contains 173883 members 
Mstep: Class 17 contains 27031 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 20 contains 45634 members 
Mstep: Class 21 contains 52046 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198306 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240560.000000 Penalty: 92692.289062
Iteration 265Q: 28 clusters Score -1.332406e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15756 members 
Mstep: Class 3 contains 22081 members 
Mstep: Class 4 contains 194909 members 
Mstep: Class 5 contains 45633 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71428 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40658 members 
Mstep: Class 14 contains 38851 members 
Mstep: Class 15 contains 52067 members 
Mstep: Class 16 contains 173746 members 
Mstep: Class 17 contains 27035 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45651 members 
Mstep: Class 21 contains 52054 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198302 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240552.000000 Penalty: 92692.289062
Iteration 266Q: 28 clusters Score -1.332406e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15822 members 
Mstep: Class 3 contains 22083 members 
Mstep: Class 4 contains 194907 members 
Mstep: Class 5 contains 45652 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71442 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40658 members 
Mstep: Class 14 contains 38845 members 
Mstep: Class 15 contains 52073 members 
Mstep: Class 16 contains 173608 members 
Mstep: Class 17 contains 27034 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45668 members 
Mstep: Class 21 contains 52058 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198318 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240616.000000 Penalty: 92692.289062
Iteration 267Q: 28 clusters Score -1.332406e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 15902 members 
Mstep: Class 3 contains 22084 members 
Mstep: Class 4 contains 194912 members 
Mstep: Class 5 contains 45663 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71469 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18473 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40661 members 
Mstep: Class 14 contains 38842 members 
Mstep: Class 15 contains 52076 members 
Mstep: Class 16 contains 173415 members 
Mstep: Class 17 contains 27032 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45682 members 
Mstep: Class 21 contains 52069 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198363 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240480.000000 Penalty: 92692.289062
Iteration 268Q: 28 clusters Score -1.332405e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 15984 members 
Mstep: Class 3 contains 22086 members 
Mstep: Class 4 contains 194918 members 
Mstep: Class 5 contains 45684 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71485 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40664 members 
Mstep: Class 14 contains 38837 members 
Mstep: Class 15 contains 52080 members 
Mstep: Class 16 contains 173220 members 
Mstep: Class 17 contains 27046 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45700 members 
Mstep: Class 21 contains 52071 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198398 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240536.000000 Penalty: 92692.289062
Iteration 269Q: 28 clusters Score -1.332405e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 16060 members 
Mstep: Class 3 contains 22090 members 
Mstep: Class 4 contains 194922 members 
Mstep: Class 5 contains 45709 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 71519 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40662 members 
Mstep: Class 14 contains 38833 members 
Mstep: Class 15 contains 52099 members 
Mstep: Class 16 contains 173025 members 
Mstep: Class 17 contains 27052 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45721 members 
Mstep: Class 21 contains 52076 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198398 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240576.000000 Penalty: 92692.289062
Iteration 270Q: 28 clusters Score -1.332406e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 16130 members 
Mstep: Class 3 contains 22093 members 
Mstep: Class 4 contains 194919 members 
Mstep: Class 5 contains 45733 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 71555 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40662 members 
Mstep: Class 14 contains 38832 members 
Mstep: Class 15 contains 52116 members 
Mstep: Class 16 contains 172860 members 
Mstep: Class 17 contains 27060 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45734 members 
Mstep: Class 21 contains 52082 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198385 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240704.000000 Penalty: 92692.289062
Iteration 271Q: 28 clusters Score -1.332407e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 16194 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 194914 members 
Mstep: Class 5 contains 45751 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71602 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18491 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40658 members 
Mstep: Class 14 contains 38840 members 
Mstep: Class 15 contains 52124 members 
Mstep: Class 16 contains 172715 members 
Mstep: Class 17 contains 27064 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45754 members 
Mstep: Class 21 contains 52086 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198353 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240896.000000 Penalty: 92692.289062
Iteration 272Q: 28 clusters Score -1.332409e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 16259 members 
Mstep: Class 3 contains 22106 members 
Mstep: Class 4 contains 194915 members 
Mstep: Class 5 contains 45753 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71647 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18499 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40659 members 
Mstep: Class 14 contains 38844 members 
Mstep: Class 15 contains 52128 members 
Mstep: Class 16 contains 172572 members 
Mstep: Class 17 contains 27060 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45777 members 
Mstep: Class 21 contains 52090 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198335 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241104.000000 Penalty: 92692.289062
Iteration 273Q: 28 clusters Score -1.332411e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 16328 members 
Mstep: Class 3 contains 22106 members 
Mstep: Class 4 contains 194913 members 
Mstep: Class 5 contains 45765 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71697 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18513 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40656 members 
Mstep: Class 14 contains 38838 members 
Mstep: Class 15 contains 52132 members 
Mstep: Class 16 contains 172425 members 
Mstep: Class 17 contains 27065 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45794 members 
Mstep: Class 21 contains 52096 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198318 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241128.000000 Penalty: 92692.289062
Iteration 274Q: 28 clusters Score -1.332411e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 16403 members 
Mstep: Class 3 contains 22107 members 
Mstep: Class 4 contains 194913 members 
Mstep: Class 5 contains 45775 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 71745 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18529 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40657 members 
Mstep: Class 14 contains 38839 members 
Mstep: Class 15 contains 52137 members 
Mstep: Class 16 contains 172314 members 
Mstep: Class 17 contains 27075 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45802 members 
Mstep: Class 21 contains 52107 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198244 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241112.000000 Penalty: 92692.289062
Iteration 275Q: 28 clusters Score -1.332411e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 16476 members 
Mstep: Class 3 contains 22109 members 
Mstep: Class 4 contains 194913 members 
Mstep: Class 5 contains 45787 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 71788 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18534 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40658 members 
Mstep: Class 14 contains 38839 members 
Mstep: Class 15 contains 52144 members 
Mstep: Class 16 contains 172256 members 
Mstep: Class 17 contains 27072 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 20 contains 45815 members 
Mstep: Class 21 contains 52105 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198152 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241072.000000 Penalty: 92692.289062
Iteration 276Q: 28 clusters Score -1.332411e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 16551 members 
Mstep: Class 3 contains 22120 members 
Mstep: Class 4 contains 194907 members 
Mstep: Class 5 contains 45795 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 71825 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18541 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40651 members 
Mstep: Class 14 contains 38839 members 
Mstep: Class 15 contains 52159 members 
Mstep: Class 16 contains 172194 members 
Mstep: Class 17 contains 27076 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 20 contains 45822 members 
Mstep: Class 21 contains 52111 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 198056 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241200.000000 Penalty: 92692.289062
Iteration 277Q: 28 clusters Score -1.332412e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 16620 members 
Mstep: Class 3 contains 22130 members 
Mstep: Class 4 contains 194907 members 
Mstep: Class 5 contains 45813 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 71866 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18546 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 38841 members 
Mstep: Class 15 contains 52173 members 
Mstep: Class 16 contains 172118 members 
Mstep: Class 17 contains 27080 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 45845 members 
Mstep: Class 21 contains 52120 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197949 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241152.000000 Penalty: 92692.289062
Iteration 278Q: 28 clusters Score -1.332412e+08 nChanged 761
Entering ConstructFrom: 
Score: -133241152.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Entering Unmasked Estep 
Score: -598801.687500 Penalty: 2099.020508
	Iteration 0F: 2 clusters Score -598801.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -594501.312500 Penalty: 4198.041016
	Iteration 0F: 3 clusters Score -594501.3 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -595842.125000 Penalty: 4198.041016
	Iteration 1F: 3 clusters Score -595842.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -596599.062500 Penalty: 4198.041016
	Iteration 2F: 3 clusters Score -596599.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -597570.000000 Penalty: 4198.041016
	Iteration 3F: 3 clusters Score -597570 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -598273.812500 Penalty: 4198.041016
	Iteration 4F: 3 clusters Score -598273.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -598560.687500 Penalty: 4198.041016
	Iteration 5F: 3 clusters Score -598560.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -598711.250000 Penalty: 4198.041016
	Iteration 6Q: 3 clusters Score -598711.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -598785.250000 Penalty: 4198.041016
	Iteration 7Q: 3 clusters Score -598785.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -598826.187500 Penalty: 4198.041016
	Iteration 8Q: 3 clusters Score -598826.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -598863.312500 Penalty: 4198.041016
	Iteration 9Q: 3 clusters Score -598863.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -598899.375000 Penalty: 4198.041016
	Iteration 10Q: 3 clusters Score -598899.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -598927.937500 Penalty: 4198.041016
	Iteration 11Q: 3 clusters Score -598927.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -598949.312500 Penalty: 4198.041016
	Iteration 12Q: 3 clusters Score -598949.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -598965.375000 Penalty: 4198.041016
	Iteration 13Q: 3 clusters Score -598965.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -598980.687500 Penalty: 4198.041016
	Iteration 14Q: 3 clusters Score -598980.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -598990.687500 Penalty: 4198.041016
	Iteration 15Q: 3 clusters Score -598990.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -599001.687500 Penalty: 4198.041016
	Iteration 16Q: 3 clusters Score -599001.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -599009.500000 Penalty: 4198.041016
	Iteration 17Q: 3 clusters Score -599009.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -599022.125000 Penalty: 4198.041016
	Iteration 18Q: 3 clusters Score -599022.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -599038.125000 Penalty: 4198.041016
	Iteration 19Q: 3 clusters Score -599038.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -599052.125000 Penalty: 4198.041016
	Iteration 20F: 3 clusters Score -599052.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -599067.750000 Penalty: 4198.041016
	Iteration 21Q: 3 clusters Score -599067.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -599090.125000 Penalty: 4198.041016
	Iteration 22Q: 3 clusters Score -599090.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -599113.125000 Penalty: 4198.041016
	Iteration 23Q: 3 clusters Score -599113.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -599131.687500 Penalty: 4198.041016
	Iteration 24Q: 3 clusters Score -599131.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -599147.312500 Penalty: 4198.041016
	Iteration 25Q: 3 clusters Score -599147.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -599162.437500 Penalty: 4198.041016
	Iteration 26Q: 3 clusters Score -599162.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -599174.750000 Penalty: 4198.041016
	Iteration 27Q: 3 clusters Score -599174.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -599185.812500 Penalty: 4198.041016
	Iteration 28Q: 3 clusters Score -599185.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -599201.187500 Penalty: 4198.041016
	Iteration 29Q: 3 clusters Score -599201.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -599212.500000 Penalty: 4198.041016
	Iteration 30Q: 3 clusters Score -599212.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -599224.500000 Penalty: 4198.041016
	Iteration 31Q: 3 clusters Score -599224.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -599236.000000 Penalty: 4198.041016
	Iteration 32Q: 3 clusters Score -599236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -599245.625000 Penalty: 4198.041016
	Iteration 33Q: 3 clusters Score -599245.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -599253.812500 Penalty: 4198.041016
	Iteration 34Q: 3 clusters Score -599253.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -599263.250000 Penalty: 4198.041016
	Iteration 35Q: 3 clusters Score -599263.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -599272.625000 Penalty: 4198.041016
	Iteration 36Q: 3 clusters Score -599272.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -599281.250000 Penalty: 4198.041016
	Iteration 37Q: 3 clusters Score -599281.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -599287.187500 Penalty: 4198.041016
	Iteration 38Q: 3 clusters Score -599287.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -599295.187500 Penalty: 4198.041016
	Iteration 39Q: 3 clusters Score -599295.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -599307.062500 Penalty: 4198.041016
	Iteration 40F: 3 clusters Score -599307.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -599320.312500 Penalty: 4198.041016
	Iteration 41Q: 3 clusters Score -599320.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -599327.687500 Penalty: 4198.041016
	Iteration 42Q: 3 clusters Score -599327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -599331.500000 Penalty: 4198.041016
	Iteration 43Q: 3 clusters Score -599331.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -599336.437500 Penalty: 4198.041016
	Iteration 44Q: 3 clusters Score -599336.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -599340.062500 Penalty: 4198.041016
	Iteration 45Q: 3 clusters Score -599340.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -599345.750000 Penalty: 4198.041016
	Iteration 46Q: 3 clusters Score -599345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -599347.000000 Penalty: 4198.041016
	Iteration 47Q: 3 clusters Score -599347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -599349.250000 Penalty: 4198.041016
	Iteration 48Q: 3 clusters Score -599349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -599349.250000 Penalty: 4198.041016
	Iteration 49F: 3 clusters Score -599349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16677 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 194898 members 
Mstep: Class 5 contains 45832 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 71899 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 172044 members 
Mstep: Class 17 contains 27083 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 52125 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197870 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 3271 members 
Entering Unmasked Estep 
Score: -133240424.000000 Penalty: 96125.335938
Splitting cluster 1 changes total score from -133241152.000000 to -133240424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (16677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Entering Unmasked Estep 
Score: -2250315.250000 Penalty: 2411.002930
	Iteration 0F: 2 clusters Score -2250315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2238384.000000 Penalty: 4822.005859
	Iteration 0F: 3 clusters Score -2238384 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2242326.750000 Penalty: 4822.005859
	Iteration 1F: 3 clusters Score -2242327 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2242660.250000 Penalty: 4822.005859
	Iteration 2F: 3 clusters Score -2242660 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2242919.250000 Penalty: 4822.005859
	Iteration 3Q: 3 clusters Score -2242919 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2243173.750000 Penalty: 4822.005859
	Iteration 4Q: 3 clusters Score -2243174 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2243391.000000 Penalty: 4822.005859
	Iteration 5Q: 3 clusters Score -2243391 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2243578.750000 Penalty: 4822.005859
	Iteration 6Q: 3 clusters Score -2243579 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2243781.000000 Penalty: 4822.005859
	Iteration 7Q: 3 clusters Score -2243781 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2244003.500000 Penalty: 4822.005859
	Iteration 8Q: 3 clusters Score -2244004 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2244295.000000 Penalty: 4822.005859
	Iteration 9Q: 3 clusters Score -2244295 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2244646.250000 Penalty: 4822.005859
	Iteration 10Q: 3 clusters Score -2244646 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2245058.500000 Penalty: 4822.005859
	Iteration 11Q: 3 clusters Score -2245058 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2245576.500000 Penalty: 4822.005859
	Iteration 12Q: 3 clusters Score -2245576 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2246198.500000 Penalty: 4822.005859
	Iteration 13Q: 3 clusters Score -2246198 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2246821.250000 Penalty: 4822.005859
	Iteration 14Q: 3 clusters Score -2246821 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2247330.750000 Penalty: 4822.005859
	Iteration 15Q: 3 clusters Score -2247331 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2247717.500000 Penalty: 4822.005859
	Iteration 16Q: 3 clusters Score -2247718 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2247924.500000 Penalty: 4822.005859
	Iteration 17Q: 3 clusters Score -2247924 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2248062.000000 Penalty: 4822.005859
	Iteration 18Q: 3 clusters Score -2248062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2248139.250000 Penalty: 4822.005859
	Iteration 19Q: 3 clusters Score -2248139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2248190.000000 Penalty: 4822.005859
	Iteration 20F: 3 clusters Score -2248190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2248228.750000 Penalty: 4822.005859
	Iteration 21Q: 3 clusters Score -2248229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2248250.000000 Penalty: 4822.005859
	Iteration 22Q: 3 clusters Score -2248250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2248262.750000 Penalty: 4822.005859
	Iteration 23Q: 3 clusters Score -2248263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2248268.750000 Penalty: 4822.005859
	Iteration 24Q: 3 clusters Score -2248269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2248276.250000 Penalty: 4822.005859
	Iteration 25Q: 3 clusters Score -2248276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2248279.750000 Penalty: 4822.005859
	Iteration 26Q: 3 clusters Score -2248280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2248279.250000 Penalty: 4822.005859
	Iteration 27Q: 3 clusters Score -2248279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2248279.250000 Penalty: 4822.005859
	Iteration 28F: 3 clusters Score -2248279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Entering Unmasked Estep 
Score: -2761322.500000 Penalty: 2481.252441
	Iteration 0F: 2 clusters Score -2761322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2745958.500000 Penalty: 4962.504883
	Iteration 0F: 3 clusters Score -2745958 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2751197.000000 Penalty: 4962.504883
	Iteration 1F: 3 clusters Score -2751197 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2751608.500000 Penalty: 4962.504883
	Iteration 2F: 3 clusters Score -2751608 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2751945.500000 Penalty: 4962.504883
	Iteration 3Q: 3 clusters Score -2751946 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2752262.250000 Penalty: 4962.504883
	Iteration 4Q: 3 clusters Score -2752262 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2752622.000000 Penalty: 4962.504883
	Iteration 5Q: 3 clusters Score -2752622 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2753056.750000 Penalty: 4962.504883
	Iteration 6Q: 3 clusters Score -2753057 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2753536.500000 Penalty: 4962.504883
	Iteration 7Q: 3 clusters Score -2753536 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2754074.500000 Penalty: 4962.504883
	Iteration 8Q: 3 clusters Score -2754074 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2754712.500000 Penalty: 4962.504883
	Iteration 9Q: 3 clusters Score -2754712 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2755352.500000 Penalty: 4962.504883
	Iteration 10Q: 3 clusters Score -2755352 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2755988.500000 Penalty: 4962.504883
	Iteration 11Q: 3 clusters Score -2755988 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2756506.500000 Penalty: 4962.504883
	Iteration 12Q: 3 clusters Score -2756506 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2756871.500000 Penalty: 4962.504883
	Iteration 13Q: 3 clusters Score -2756872 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2757120.000000 Penalty: 4962.504883
	Iteration 14Q: 3 clusters Score -2757120 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2757295.250000 Penalty: 4962.504883
	Iteration 15Q: 3 clusters Score -2757295 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2757438.500000 Penalty: 4962.504883
	Iteration 16Q: 3 clusters Score -2757438 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2757547.750000 Penalty: 4962.504883
	Iteration 17Q: 3 clusters Score -2757548 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2757652.000000 Penalty: 4962.504883
	Iteration 18Q: 3 clusters Score -2757652 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2757718.250000 Penalty: 4962.504883
	Iteration 19Q: 3 clusters Score -2757718 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2757791.250000 Penalty: 4962.504883
	Iteration 20F: 3 clusters Score -2757791 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2757859.500000 Penalty: 4962.504883
	Iteration 21Q: 3 clusters Score -2757860 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2757920.000000 Penalty: 4962.504883
	Iteration 22Q: 3 clusters Score -2757920 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2758004.750000 Penalty: 4962.504883
	Iteration 23Q: 3 clusters Score -2758005 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2758093.250000 Penalty: 4962.504883
	Iteration 24Q: 3 clusters Score -2758093 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2758175.750000 Penalty: 4962.504883
	Iteration 25Q: 3 clusters Score -2758176 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2758253.000000 Penalty: 4962.504883
	Iteration 26Q: 3 clusters Score -2758253 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2758329.500000 Penalty: 4962.504883
	Iteration 27Q: 3 clusters Score -2758330 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2758375.000000 Penalty: 4962.504883
	Iteration 28Q: 3 clusters Score -2758375 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2758424.500000 Penalty: 4962.504883
	Iteration 29Q: 3 clusters Score -2758424 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2758468.250000 Penalty: 4962.504883
	Iteration 30Q: 3 clusters Score -2758468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2758485.000000 Penalty: 4962.504883
	Iteration 31Q: 3 clusters Score -2758485 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2758523.750000 Penalty: 4962.504883
	Iteration 32Q: 3 clusters Score -2758524 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2758565.000000 Penalty: 4962.504883
	Iteration 33Q: 3 clusters Score -2758565 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2758604.250000 Penalty: 4962.504883
	Iteration 34Q: 3 clusters Score -2758604 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2758629.750000 Penalty: 4962.504883
	Iteration 35Q: 3 clusters Score -2758630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2758665.000000 Penalty: 4962.504883
	Iteration 36Q: 3 clusters Score -2758665 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2758688.750000 Penalty: 4962.504883
	Iteration 37Q: 3 clusters Score -2758689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2758719.250000 Penalty: 4962.504883
	Iteration 38Q: 3 clusters Score -2758719 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2758761.500000 Penalty: 4962.504883
	Iteration 39Q: 3 clusters Score -2758762 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2758804.750000 Penalty: 4962.504883
	Iteration 40F: 3 clusters Score -2758805 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2758838.750000 Penalty: 4962.504883
	Iteration 41Q: 3 clusters Score -2758839 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2758889.250000 Penalty: 4962.504883
	Iteration 42Q: 3 clusters Score -2758889 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2758935.750000 Penalty: 4962.504883
	Iteration 43Q: 3 clusters Score -2758936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2758962.000000 Penalty: 4962.504883
	Iteration 44Q: 3 clusters Score -2758962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2758990.000000 Penalty: 4962.504883
	Iteration 45Q: 3 clusters Score -2758990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2759018.250000 Penalty: 4962.504883
	Iteration 46Q: 3 clusters Score -2759018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2759048.750000 Penalty: 4962.504883
	Iteration 47Q: 3 clusters Score -2759049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2759080.000000 Penalty: 4962.504883
	Iteration 48Q: 3 clusters Score -2759080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2759087.750000 Penalty: 4962.504883
	Iteration 49Q: 3 clusters Score -2759088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2759117.250000 Penalty: 4962.504883
	Iteration 50Q: 3 clusters Score -2759117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2759132.000000 Penalty: 4962.504883
	Iteration 51Q: 3 clusters Score -2759132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2759143.750000 Penalty: 4962.504883
	Iteration 52Q: 3 clusters Score -2759144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2759164.000000 Penalty: 4962.504883
	Iteration 53Q: 3 clusters Score -2759164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2759176.500000 Penalty: 4962.504883
	Iteration 54Q: 3 clusters Score -2759176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2759181.500000 Penalty: 4962.504883
	Iteration 55Q: 3 clusters Score -2759182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2759182.750000 Penalty: 4962.504883
	Iteration 56Q: 3 clusters Score -2759183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2759188.750000 Penalty: 4962.504883
	Iteration 57Q: 3 clusters Score -2759189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2759199.750000 Penalty: 4962.504883
	Iteration 58Q: 3 clusters Score -2759200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2759208.500000 Penalty: 4962.504883
	Iteration 59Q: 3 clusters Score -2759208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2759212.000000 Penalty: 4962.504883
	Iteration 60F: 3 clusters Score -2759212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2759211.500000 Penalty: 4962.504883
	Iteration 61Q: 3 clusters Score -2759212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2759217.500000 Penalty: 4962.504883
	Iteration 62Q: 3 clusters Score -2759218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2759227.750000 Penalty: 4962.504883
	Iteration 63Q: 3 clusters Score -2759228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2759234.750000 Penalty: 4962.504883
	Iteration 64Q: 3 clusters Score -2759235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2759237.000000 Penalty: 4962.504883
	Iteration 65Q: 3 clusters Score -2759237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2759242.000000 Penalty: 4962.504883
	Iteration 66Q: 3 clusters Score -2759242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2759252.500000 Penalty: 4962.504883
	Iteration 67Q: 3 clusters Score -2759252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2759262.000000 Penalty: 4962.504883
	Iteration 68Q: 3 clusters Score -2759262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2759272.750000 Penalty: 4962.504883
	Iteration 69Q: 3 clusters Score -2759273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2759273.500000 Penalty: 4962.504883
	Iteration 70Q: 3 clusters Score -2759274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2759279.000000 Penalty: 4962.504883
	Iteration 71Q: 3 clusters Score -2759279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2759283.250000 Penalty: 4962.504883
	Iteration 72Q: 3 clusters Score -2759283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2759286.750000 Penalty: 4962.504883
	Iteration 73Q: 3 clusters Score -2759287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2759290.250000 Penalty: 4962.504883
	Iteration 74Q: 3 clusters Score -2759290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2759296.750000 Penalty: 4962.504883
	Iteration 75Q: 3 clusters Score -2759297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2759303.250000 Penalty: 4962.504883
	Iteration 76Q: 3 clusters Score -2759303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2759312.000000 Penalty: 4962.504883
	Iteration 77Q: 3 clusters Score -2759312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2759315.000000 Penalty: 4962.504883
	Iteration 78Q: 3 clusters Score -2759315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2759317.250000 Penalty: 4962.504883
	Iteration 79Q: 3 clusters Score -2759317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2759319.500000 Penalty: 4962.504883
	Iteration 80F: 3 clusters Score -2759320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2759322.250000 Penalty: 4962.504883
	Iteration 81Q: 3 clusters Score -2759322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2759326.250000 Penalty: 4962.504883
	Iteration 82Q: 3 clusters Score -2759326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2759327.000000 Penalty: 4962.504883
	Iteration 83Q: 3 clusters Score -2759327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2759328.750000 Penalty: 4962.504883
	Iteration 84Q: 3 clusters Score -2759329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2759328.500000 Penalty: 4962.504883
	Iteration 85Q: 3 clusters Score -2759328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2759329.750000 Penalty: 4962.504883
	Iteration 86Q: 3 clusters Score -2759330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2759331.250000 Penalty: 4962.504883
	Iteration 87Q: 3 clusters Score -2759331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2759333.000000 Penalty: 4962.504883
	Iteration 88Q: 3 clusters Score -2759333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2759339.250000 Penalty: 4962.504883
	Iteration 89Q: 3 clusters Score -2759339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2759340.000000 Penalty: 4962.504883
	Iteration 90Q: 3 clusters Score -2759340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2759346.500000 Penalty: 4962.504883
	Iteration 91Q: 3 clusters Score -2759346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2759351.000000 Penalty: 4962.504883
	Iteration 92Q: 3 clusters Score -2759351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2759351.000000 Penalty: 4962.504883
	Iteration 93Q: 3 clusters Score -2759351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2759349.750000 Penalty: 4962.504883
	Iteration 94Q: 3 clusters Score -2759350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2759352.750000 Penalty: 4962.504883
	Iteration 95Q: 3 clusters Score -2759353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2759352.750000 Penalty: 4962.504883
	Iteration 96F: 3 clusters Score -2759353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194898 members 
Entering Unmasked Estep 
Score: -25765270.000000 Penalty: 3020.697510
	Iteration 0F: 2 clusters Score -2.576527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -25656536.000000 Penalty: 6041.395020
	Iteration 0F: 3 clusters Score -2.565654e+07 nChanged 93977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
Score: -25712398.000000 Penalty: 6041.395020
	Iteration 1F: 3 clusters Score -2.57124e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -25713774.000000 Penalty: 6041.395020
	Iteration 2Q: 3 clusters Score -2.571377e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -25715992.000000 Penalty: 6041.395020
	Iteration 3Q: 3 clusters Score -2.571599e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96894 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -25718500.000000 Penalty: 6041.395020
	Iteration 4Q: 3 clusters Score -2.57185e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -25722520.000000 Penalty: 6041.395020
	Iteration 5Q: 3 clusters Score -2.572252e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -25728264.000000 Penalty: 6041.395020
	Iteration 6F: 3 clusters Score -2.572826e+07 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -25735232.000000 Penalty: 6041.395020
	Iteration 7F: 3 clusters Score -2.573523e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 95339 members 
Entering Unmasked Estep 
Score: -25742522.000000 Penalty: 6041.395020
	Iteration 8F: 3 clusters Score -2.574252e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100504 members 
Mstep: Class 2 contains 94394 members 
Entering Unmasked Estep 
Score: -25749630.000000 Penalty: 6041.395020
	Iteration 9F: 3 clusters Score -2.574963e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 93260 members 
Entering Unmasked Estep 
Score: -25755804.000000 Penalty: 6041.395020
	Iteration 10F: 3 clusters Score -2.57558e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 91976 members 
Entering Unmasked Estep 
Score: -25759940.000000 Penalty: 6041.395020
	Iteration 11Q: 3 clusters Score -2.575994e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 90528 members 
Entering Unmasked Estep 
Score: -25761934.000000 Penalty: 6041.395020
	Iteration 12Q: 3 clusters Score -2.576193e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -25762994.000000 Penalty: 6041.395020
	Iteration 13Q: 3 clusters Score -2.576299e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -25763600.000000 Penalty: 6041.395020
	Iteration 14Q: 3 clusters Score -2.57636e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -25764016.000000 Penalty: 6041.395020
	Iteration 15Q: 3 clusters Score -2.576402e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -25764246.000000 Penalty: 6041.395020
	Iteration 16Q: 3 clusters Score -2.576425e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Mstep: Class 2 contains 82950 members 
Entering Unmasked Estep 
Score: -25764466.000000 Penalty: 6041.395020
	Iteration 17Q: 3 clusters Score -2.576447e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113461 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -25764824.000000 Penalty: 6041.395020
	Iteration 18Q: 3 clusters Score -2.576482e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -25765050.000000 Penalty: 6041.395020
	Iteration 19Q: 3 clusters Score -2.576505e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -25765192.000000 Penalty: 6041.395020
	Iteration 20F: 3 clusters Score -2.576519e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117818 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -25765190.000000 Penalty: 6041.395020
	Iteration 21Q: 3 clusters Score -2.576519e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119160 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -25765314.000000 Penalty: 6041.395020
	Iteration 22Q: 3 clusters Score -2.576531e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120493 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -25765544.000000 Penalty: 6041.395020
	Iteration 23Q: 3 clusters Score -2.576554e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -25765618.000000 Penalty: 6041.395020
	Iteration 24Q: 3 clusters Score -2.576562e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -25765590.000000 Penalty: 6041.395020
	Iteration 25Q: 3 clusters Score -2.576559e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124273 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -25765670.000000 Penalty: 6041.395020
	Iteration 26Q: 3 clusters Score -2.576567e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125549 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -25765708.000000 Penalty: 6041.395020
	Iteration 27Q: 3 clusters Score -2.576571e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126801 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -25765686.000000 Penalty: 6041.395020
	Iteration 28Q: 3 clusters Score -2.576569e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -25765616.000000 Penalty: 6041.395020
	Iteration 29Q: 3 clusters Score -2.576562e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -25765666.000000 Penalty: 6041.395020
	Iteration 30Q: 3 clusters Score -2.576567e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130531 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -25765682.000000 Penalty: 6041.395020
	Iteration 31Q: 3 clusters Score -2.576568e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131791 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -25765696.000000 Penalty: 6041.395020
	Iteration 32Q: 3 clusters Score -2.57657e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133115 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -25765896.000000 Penalty: 6041.395020
	Iteration 33Q: 3 clusters Score -2.57659e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134441 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -25766036.000000 Penalty: 6041.395020
	Iteration 34Q: 3 clusters Score -2.576604e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -25766128.000000 Penalty: 6041.395020
	Iteration 35Q: 3 clusters Score -2.576613e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137145 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -25766218.000000 Penalty: 6041.395020
	Iteration 36Q: 3 clusters Score -2.576622e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -25766358.000000 Penalty: 6041.395020
	Iteration 37Q: 3 clusters Score -2.576636e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140191 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -25766386.000000 Penalty: 6041.395020
	Iteration 38Q: 3 clusters Score -2.576639e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -25766634.000000 Penalty: 6041.395020
	Iteration 39Q: 3 clusters Score -2.576663e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -25766626.000000 Penalty: 6041.395020
	Iteration 40F: 3 clusters Score -2.576663e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -25766674.000000 Penalty: 6041.395020
	Iteration 41Q: 3 clusters Score -2.576667e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145790 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -25766784.000000 Penalty: 6041.395020
	Iteration 42Q: 3 clusters Score -2.576678e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -25766934.000000 Penalty: 6041.395020
	Iteration 43Q: 3 clusters Score -2.576693e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148562 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -25767168.000000 Penalty: 6041.395020
	Iteration 44Q: 3 clusters Score -2.576717e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -25767352.000000 Penalty: 6041.395020
	Iteration 45Q: 3 clusters Score -2.576735e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151569 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -25767656.000000 Penalty: 6041.395020
	Iteration 46Q: 3 clusters Score -2.576766e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -25768046.000000 Penalty: 6041.395020
	Iteration 47Q: 3 clusters Score -2.576805e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -25768390.000000 Penalty: 6041.395020
	Iteration 48Q: 3 clusters Score -2.576839e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -25768596.000000 Penalty: 6041.395020
	Iteration 49Q: 3 clusters Score -2.57686e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158159 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -25768770.000000 Penalty: 6041.395020
	Iteration 50Q: 3 clusters Score -2.576877e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159846 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -25769102.000000 Penalty: 6041.395020
	Iteration 51Q: 3 clusters Score -2.57691e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161539 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -25769200.000000 Penalty: 6041.395020
	Iteration 52Q: 3 clusters Score -2.57692e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163226 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -25769430.000000 Penalty: 6041.395020
	Iteration 53Q: 3 clusters Score -2.576943e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164883 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -25769624.000000 Penalty: 6041.395020
	Iteration 54Q: 3 clusters Score -2.576962e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166459 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -25769666.000000 Penalty: 6041.395020
	Iteration 55Q: 3 clusters Score -2.576967e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -25769648.000000 Penalty: 6041.395020
	Iteration 56Q: 3 clusters Score -2.576965e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169480 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -25769626.000000 Penalty: 6041.395020
	Iteration 57Q: 3 clusters Score -2.576963e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170873 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -25769642.000000 Penalty: 6041.395020
	Iteration 58Q: 3 clusters Score -2.576964e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -25769454.000000 Penalty: 6041.395020
	Iteration 59Q: 3 clusters Score -2.576945e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -25769300.000000 Penalty: 6041.395020
	Iteration 60F: 3 clusters Score -2.57693e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174633 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -25769110.000000 Penalty: 6041.395020
	Iteration 61Q: 3 clusters Score -2.576911e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175848 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -25768902.000000 Penalty: 6041.395020
	Iteration 62Q: 3 clusters Score -2.57689e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177080 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -25768720.000000 Penalty: 6041.395020
	Iteration 63Q: 3 clusters Score -2.576872e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178265 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -25768432.000000 Penalty: 6041.395020
	Iteration 64Q: 3 clusters Score -2.576843e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179438 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -25768160.000000 Penalty: 6041.395020
	Iteration 65Q: 3 clusters Score -2.576816e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180444 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -25767952.000000 Penalty: 6041.395020
	Iteration 66Q: 3 clusters Score -2.576795e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181365 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -25767794.000000 Penalty: 6041.395020
	Iteration 67Q: 3 clusters Score -2.576779e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182187 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -25767496.000000 Penalty: 6041.395020
	Iteration 68Q: 3 clusters Score -2.57675e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182925 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -25767282.000000 Penalty: 6041.395020
	Iteration 69Q: 3 clusters Score -2.576728e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183628 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -25767066.000000 Penalty: 6041.395020
	Iteration 70Q: 3 clusters Score -2.576707e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184320 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -25766948.000000 Penalty: 6041.395020
	Iteration 71Q: 3 clusters Score -2.576695e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184930 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -25766736.000000 Penalty: 6041.395020
	Iteration 72Q: 3 clusters Score -2.576674e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185439 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -25766552.000000 Penalty: 6041.395020
	Iteration 73Q: 3 clusters Score -2.576655e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185912 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -25766402.000000 Penalty: 6041.395020
	Iteration 74Q: 3 clusters Score -2.57664e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186364 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -25766370.000000 Penalty: 6041.395020
	Iteration 75Q: 3 clusters Score -2.576637e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186791 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -25766194.000000 Penalty: 6041.395020
	Iteration 76Q: 3 clusters Score -2.576619e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187202 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -25766088.000000 Penalty: 6041.395020
	Iteration 77Q: 3 clusters Score -2.576609e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187581 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -25765940.000000 Penalty: 6041.395020
	Iteration 78Q: 3 clusters Score -2.576594e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187928 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -25765778.000000 Penalty: 6041.395020
	Iteration 79Q: 3 clusters Score -2.576578e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188252 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -25765776.000000 Penalty: 6041.395020
	Iteration 80F: 3 clusters Score -2.576578e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188578 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -25765686.000000 Penalty: 6041.395020
	Iteration 81Q: 3 clusters Score -2.576569e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188884 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -25765594.000000 Penalty: 6041.395020
	Iteration 82Q: 3 clusters Score -2.576559e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189155 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -25765536.000000 Penalty: 6041.395020
	Iteration 83Q: 3 clusters Score -2.576554e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -25765486.000000 Penalty: 6041.395020
	Iteration 84Q: 3 clusters Score -2.576549e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189609 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -25765390.000000 Penalty: 6041.395020
	Iteration 85Q: 3 clusters Score -2.576539e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189827 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -25765302.000000 Penalty: 6041.395020
	Iteration 86Q: 3 clusters Score -2.57653e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190015 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -25765238.000000 Penalty: 6041.395020
	Iteration 87Q: 3 clusters Score -2.576524e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190196 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -25765198.000000 Penalty: 6041.395020
	Iteration 88Q: 3 clusters Score -2.57652e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190357 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -25765208.000000 Penalty: 6041.395020
	Iteration 89Q: 3 clusters Score -2.576521e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190510 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -25765112.000000 Penalty: 6041.395020
	Iteration 90Q: 3 clusters Score -2.576511e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190626 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -25765096.000000 Penalty: 6041.395020
	Iteration 91Q: 3 clusters Score -2.57651e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190713 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -25765056.000000 Penalty: 6041.395020
	Iteration 92Q: 3 clusters Score -2.576506e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190785 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -25765026.000000 Penalty: 6041.395020
	Iteration 93Q: 3 clusters Score -2.576503e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190861 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -25764990.000000 Penalty: 6041.395020
	Iteration 94Q: 3 clusters Score -2.576499e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190921 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -25764978.000000 Penalty: 6041.395020
	Iteration 95Q: 3 clusters Score -2.576498e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190975 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -25764992.000000 Penalty: 6041.395020
	Iteration 96Q: 3 clusters Score -2.576499e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191029 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -25764998.000000 Penalty: 6041.395020
	Iteration 97Q: 3 clusters Score -2.5765e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191086 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -25764936.000000 Penalty: 6041.395020
	Iteration 98Q: 3 clusters Score -2.576494e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191140 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -25764908.000000 Penalty: 6041.395020
	Iteration 99Q: 3 clusters Score -2.576491e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191195 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -25764852.000000 Penalty: 6041.395020
	Iteration 100F: 3 clusters Score -2.576485e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191240 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -25764830.000000 Penalty: 6041.395020
	Iteration 101Q: 3 clusters Score -2.576483e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191275 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -25764824.000000 Penalty: 6041.395020
	Iteration 102Q: 3 clusters Score -2.576482e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191307 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -25764768.000000 Penalty: 6041.395020
	Iteration 103Q: 3 clusters Score -2.576477e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191333 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -25764768.000000 Penalty: 6041.395020
	Iteration 104Q: 3 clusters Score -2.576477e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191359 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -25764762.000000 Penalty: 6041.395020
	Iteration 105Q: 3 clusters Score -2.576476e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191387 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -25764740.000000 Penalty: 6041.395020
	Iteration 106Q: 3 clusters Score -2.576474e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -25764744.000000 Penalty: 6041.395020
	Iteration 107Q: 3 clusters Score -2.576474e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191439 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -25764724.000000 Penalty: 6041.395020
	Iteration 108Q: 3 clusters Score -2.576472e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191469 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -25764730.000000 Penalty: 6041.395020
	Iteration 109Q: 3 clusters Score -2.576473e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191490 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -25764730.000000 Penalty: 6041.395020
	Iteration 110Q: 3 clusters Score -2.576473e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191519 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -25764750.000000 Penalty: 6041.395020
	Iteration 111Q: 3 clusters Score -2.576475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191552 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -25764712.000000 Penalty: 6041.395020
	Iteration 112Q: 3 clusters Score -2.576471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -25764716.000000 Penalty: 6041.395020
	Iteration 113Q: 3 clusters Score -2.576472e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191597 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -25764710.000000 Penalty: 6041.395020
	Iteration 114Q: 3 clusters Score -2.576471e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191608 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -25764708.000000 Penalty: 6041.395020
	Iteration 115Q: 3 clusters Score -2.576471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191615 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -25764708.000000 Penalty: 6041.395020
	Iteration 116Q: 3 clusters Score -2.576471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191629 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -25764702.000000 Penalty: 6041.395020
	Iteration 117Q: 3 clusters Score -2.57647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191644 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -25764712.000000 Penalty: 6041.395020
	Iteration 118Q: 3 clusters Score -2.576471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -25764712.000000 Penalty: 6041.395020
	Iteration 119Q: 3 clusters Score -2.576471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191672 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -25764702.000000 Penalty: 6041.395020
	Iteration 120F: 3 clusters Score -2.57647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191683 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -25764706.000000 Penalty: 6041.395020
	Iteration 121Q: 3 clusters Score -2.576471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191689 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -25764698.000000 Penalty: 6041.395020
	Iteration 122Q: 3 clusters Score -2.57647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191696 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -25764690.000000 Penalty: 6041.395020
	Iteration 123Q: 3 clusters Score -2.576469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -25764688.000000 Penalty: 6041.395020
	Iteration 124Q: 3 clusters Score -2.576469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191704 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -25764686.000000 Penalty: 6041.395020
	Iteration 125Q: 3 clusters Score -2.576469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191703 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -25764692.000000 Penalty: 6041.395020
	Iteration 126Q: 3 clusters Score -2.576469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191701 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -25764684.000000 Penalty: 6041.395020
	Iteration 127Q: 3 clusters Score -2.576468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -25764690.000000 Penalty: 6041.395020
	Iteration 128Q: 3 clusters Score -2.576469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -25764698.000000 Penalty: 6041.395020
	Iteration 129Q: 3 clusters Score -2.57647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -25764698.000000 Penalty: 6041.395020
	Iteration 130F: 3 clusters Score -2.57647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Entering Unmasked Estep 
Score: -6106889.000000 Penalty: 2661.718994
	Iteration 0F: 2 clusters Score -6106889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -6075848.500000 Penalty: 5323.437988
	Iteration 0F: 3 clusters Score -6075848 nChanged 21203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -6087534.500000 Penalty: 5323.437988
	Iteration 1F: 3 clusters Score -6087534 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -6088052.500000 Penalty: 5323.437988
	Iteration 2Q: 3 clusters Score -6088052 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -6088532.000000 Penalty: 5323.437988
	Iteration 3Q: 3 clusters Score -6088532 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -6089071.500000 Penalty: 5323.437988
	Iteration 4Q: 3 clusters Score -6089072 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -6089759.500000 Penalty: 5323.437988
	Iteration 5Q: 3 clusters Score -6089760 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -6090643.500000 Penalty: 5323.437988
	Iteration 6Q: 3 clusters Score -6090644 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -6092009.500000 Penalty: 5323.437988
	Iteration 7Q: 3 clusters Score -6092010 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -6093706.500000 Penalty: 5323.437988
	Iteration 8F: 3 clusters Score -6093706 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -6095657.500000 Penalty: 5323.437988
	Iteration 9F: 3 clusters Score -6095658 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -6097440.000000 Penalty: 5323.437988
	Iteration 10F: 3 clusters Score -6097440 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -6098929.500000 Penalty: 5323.437988
	Iteration 11Q: 3 clusters Score -6098930 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -6100109.000000 Penalty: 5323.437988
	Iteration 12Q: 3 clusters Score -6100109 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -6101029.000000 Penalty: 5323.437988
	Iteration 13Q: 3 clusters Score -6101029 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6101783.500000 Penalty: 5323.437988
	Iteration 14Q: 3 clusters Score -6101784 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -6102451.000000 Penalty: 5323.437988
	Iteration 15Q: 3 clusters Score -6102451 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6102992.000000 Penalty: 5323.437988
	Iteration 16Q: 3 clusters Score -6102992 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6103397.000000 Penalty: 5323.437988
	Iteration 17Q: 3 clusters Score -6103397 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -6103704.500000 Penalty: 5323.437988
	Iteration 18Q: 3 clusters Score -6103704 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6103933.500000 Penalty: 5323.437988
	Iteration 19Q: 3 clusters Score -6103934 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6104085.500000 Penalty: 5323.437988
	Iteration 20F: 3 clusters Score -6104086 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6104213.500000 Penalty: 5323.437988
	Iteration 21Q: 3 clusters Score -6104214 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6104307.000000 Penalty: 5323.437988
	Iteration 22Q: 3 clusters Score -6104307 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6104382.500000 Penalty: 5323.437988
	Iteration 23Q: 3 clusters Score -6104382 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6104411.500000 Penalty: 5323.437988
	Iteration 24Q: 3 clusters Score -6104412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6104448.000000 Penalty: 5323.437988
	Iteration 25Q: 3 clusters Score -6104448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6104484.000000 Penalty: 5323.437988
	Iteration 26Q: 3 clusters Score -6104484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6104502.000000 Penalty: 5323.437988
	Iteration 27Q: 3 clusters Score -6104502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6104534.500000 Penalty: 5323.437988
	Iteration 28Q: 3 clusters Score -6104534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6104547.000000 Penalty: 5323.437988
	Iteration 29Q: 3 clusters Score -6104547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6104574.500000 Penalty: 5323.437988
	Iteration 30Q: 3 clusters Score -6104574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6104598.000000 Penalty: 5323.437988
	Iteration 31Q: 3 clusters Score -6104598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6104612.500000 Penalty: 5323.437988
	Iteration 32Q: 3 clusters Score -6104612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6104634.500000 Penalty: 5323.437988
	Iteration 33Q: 3 clusters Score -6104634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6104640.000000 Penalty: 5323.437988
	Iteration 34Q: 3 clusters Score -6104640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6104650.500000 Penalty: 5323.437988
	Iteration 35Q: 3 clusters Score -6104650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6104655.500000 Penalty: 5323.437988
	Iteration 36Q: 3 clusters Score -6104656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6104666.000000 Penalty: 5323.437988
	Iteration 37Q: 3 clusters Score -6104666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6104666.000000 Penalty: 5323.437988
	Iteration 38Q: 3 clusters Score -6104666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6104670.000000 Penalty: 5323.437988
	Iteration 39Q: 3 clusters Score -6104670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6104674.000000 Penalty: 5323.437988
	Iteration 40F: 3 clusters Score -6104674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6104678.500000 Penalty: 5323.437988
	Iteration 41Q: 3 clusters Score -6104678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6104684.000000 Penalty: 5323.437988
	Iteration 42Q: 3 clusters Score -6104684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6104687.000000 Penalty: 5323.437988
	Iteration 43Q: 3 clusters Score -6104687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6104688.500000 Penalty: 5323.437988
	Iteration 44Q: 3 clusters Score -6104688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6104690.500000 Penalty: 5323.437988
	Iteration 45Q: 3 clusters Score -6104690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6104689.000000 Penalty: 5323.437988
	Iteration 46Q: 3 clusters Score -6104689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6104688.500000 Penalty: 5323.437988
	Iteration 47Q: 3 clusters Score -6104688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6104689.000000 Penalty: 5323.437988
	Iteration 48Q: 3 clusters Score -6104689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6104687.500000 Penalty: 5323.437988
	Iteration 49Q: 3 clusters Score -6104688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6104689.000000 Penalty: 5323.437988
	Iteration 50Q: 3 clusters Score -6104689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6104690.000000 Penalty: 5323.437988
	Iteration 51Q: 3 clusters Score -6104690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6104688.500000 Penalty: 5323.437988
	Iteration 52Q: 3 clusters Score -6104688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6104690.500000 Penalty: 5323.437988
	Iteration 53Q: 3 clusters Score -6104690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6104690.500000 Penalty: 5323.437988
	Iteration 54F: 3 clusters Score -6104690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -177659.421875 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -177659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175407.843750 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -175407.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175751.859375 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -175751.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -175895.859375 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -175895.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -176000.859375 Penalty: 3592.072998
	Iteration 3Q: 3 clusters Score -176000.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -176120.390625 Penalty: 3592.072998
	Iteration 4Q: 3 clusters Score -176120.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -176283.859375 Penalty: 3592.072998
	Iteration 5Q: 3 clusters Score -176283.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -176425.812500 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -176425.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -176549.015625 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -176549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176642.734375 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -176642.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176749.765625 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -176749.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -176846.718750 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -176846.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176909.906250 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -176909.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176955.375000 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -176955.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -176985.687500 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -176985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -176999.484375 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -176999.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177008.968750 Penalty: 3592.072998
	Iteration 15Q: 3 clusters Score -177009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -177013.093750 Penalty: 3592.072998
	Iteration 16Q: 3 clusters Score -177013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -177014.703125 Penalty: 3592.072998
	Iteration 17Q: 3 clusters Score -177014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177016.265625 Penalty: 3592.072998
	Iteration 18Q: 3 clusters Score -177016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177016.265625 Penalty: 3592.072998
	Iteration 19F: 3 clusters Score -177016.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -24983.929688 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -24983.93 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 120 members 
Entering Unmasked Estep 
Score: -23797.587891 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -23797.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23983.917969 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -23983.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24051.378906 Penalty: 2746.517822
	Iteration 2F: 3 clusters Score -24051.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24104.138672 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -24104.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24135.410156 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -24135.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24178.789062 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -24178.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24210.371094 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -24210.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24241.351562 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -24241.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24268.943359 Penalty: 2746.517822
	Iteration 8Q: 3 clusters Score -24268.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24287.341797 Penalty: 2746.517822
	Iteration 9Q: 3 clusters Score -24287.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24300.466797 Penalty: 2746.517822
	Iteration 10Q: 3 clusters Score -24300.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24300.466797 Penalty: 2746.517822
	Iteration 11F: 3 clusters Score -24300.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -185192.359375 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -185192.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -182975.703125 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -182975.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -183299.312500 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -183299.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -183387.984375 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -183388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183435.015625 Penalty: 3606.075195
	Iteration 3Q: 3 clusters Score -183435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -183458.625000 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -183458.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -183480.515625 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -183480.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183494.125000 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -183494.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -183515.078125 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -183515.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -183532.421875 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -183532.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -183547.015625 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -183547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183556.046875 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -183556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183563.875000 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -183563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183568.375000 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -183568.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -183576.671875 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -183576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183584.234375 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -183584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183591.031250 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -183591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -183594.640625 Penalty: 3606.075195
	Iteration 16Q: 3 clusters Score -183594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -183596.890625 Penalty: 3606.075195
	Iteration 17Q: 3 clusters Score -183596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -183598.468750 Penalty: 3606.075195
	Iteration 18Q: 3 clusters Score -183598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -183598.468750 Penalty: 3606.075195
	Iteration 19F: 3 clusters Score -183598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Entering Unmasked Estep 
Score: -9627135.000000 Penalty: 2773.388428
	Iteration 0F: 2 clusters Score -9627135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -9578964.000000 Penalty: 5546.776855
	Iteration 0F: 3 clusters Score -9578964 nChanged 33530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -9597980.000000 Penalty: 5546.776855
	Iteration 1F: 3 clusters Score -9597980 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -9599044.000000 Penalty: 5546.776855
	Iteration 2Q: 3 clusters Score -9599044 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -9600681.000000 Penalty: 5546.776855
	Iteration 3F: 3 clusters Score -9600681 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -9603610.000000 Penalty: 5546.776855
	Iteration 4F: 3 clusters Score -9603610 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -9608305.000000 Penalty: 5546.776855
	Iteration 5F: 3 clusters Score -9608305 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -9614595.000000 Penalty: 5546.776855
	Iteration 6F: 3 clusters Score -9614595 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -9620189.000000 Penalty: 5546.776855
	Iteration 7F: 3 clusters Score -9620189 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9623099.000000 Penalty: 5546.776855
	Iteration 8Q: 3 clusters Score -9623099 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9624145.000000 Penalty: 5546.776855
	Iteration 9Q: 3 clusters Score -9624145 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9624433.000000 Penalty: 5546.776855
	Iteration 10Q: 3 clusters Score -9624433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9624568.000000 Penalty: 5546.776855
	Iteration 11Q: 3 clusters Score -9624568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71646 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9624615.000000 Penalty: 5546.776855
	Iteration 12Q: 3 clusters Score -9624615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9624651.000000 Penalty: 5546.776855
	Iteration 13Q: 3 clusters Score -9624651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9624676.000000 Penalty: 5546.776855
	Iteration 14Q: 3 clusters Score -9624676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9624692.000000 Penalty: 5546.776855
	Iteration 15Q: 3 clusters Score -9624692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9624693.000000 Penalty: 5546.776855
	Iteration 16Q: 3 clusters Score -9624693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9624691.000000 Penalty: 5546.776855
	Iteration 17Q: 3 clusters Score -9624691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9624691.000000 Penalty: 5546.776855
	Iteration 18F: 3 clusters Score -9624691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -66353.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -66353.89 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 317 members 
Entering Unmasked Estep 
Score: -64780.824219 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -64780.82 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65280.007812 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65280.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65529.269531 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -65529.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65695.914062 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -65695.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65848.898438 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -65848.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65957.242188 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -65957.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66018.828125 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66018.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66095.312500 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66095.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66218.023438 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66218.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66265.101562 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66297.960938 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66297.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66310.562500 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66310.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66343.484375 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66343.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66405.390625 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -66405.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66577.500000 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -66577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66642.492188 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -66642.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66653.273438 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -66653.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -66685.406250 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -66685.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66728.593750 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -66728.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66798.054688 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -66798.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66865.523438 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -66865.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66935.945312 Penalty: 3197.076904
	Iteration 21Q: 3 clusters Score -66935.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66974.437500 Penalty: 3197.076904
	Iteration 22Q: 3 clusters Score -66974.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66977.515625 Penalty: 3197.076904
	Iteration 23Q: 3 clusters Score -66977.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66977.515625 Penalty: 3197.076904
	Iteration 24F: 3 clusters Score -66977.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 16677 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 194898 members 
Mstep: Class 5 contains 45832 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 71899 members 
Mstep: Class 10 contains 445 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 172044 members 
Mstep: Class 17 contains 27083 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 52125 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197870 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 185 members 
Entering Unmasked Estep 
Score: -133240160.000000 Penalty: 96125.335938
Splitting cluster 10 changes total score from -133241152.000000 to -133240160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (18555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Entering Unmasked Estep 
Score: -2501896.250000 Penalty: 2437.466797
	Iteration 0F: 2 clusters Score -2501896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2488733.500000 Penalty: 4874.933594
	Iteration 0F: 3 clusters Score -2488734 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2493184.500000 Penalty: 4874.933594
	Iteration 1F: 3 clusters Score -2493184 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2493675.000000 Penalty: 4874.933594
	Iteration 2F: 3 clusters Score -2493675 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2494112.000000 Penalty: 4874.933594
	Iteration 3F: 3 clusters Score -2494112 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2494565.750000 Penalty: 4874.933594
	Iteration 4F: 3 clusters Score -2494566 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2495093.250000 Penalty: 4874.933594
	Iteration 5F: 3 clusters Score -2495093 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2495795.250000 Penalty: 4874.933594
	Iteration 6F: 3 clusters Score -2495795 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2496637.500000 Penalty: 4874.933594
	Iteration 7F: 3 clusters Score -2496638 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2497502.250000 Penalty: 4874.933594
	Iteration 8F: 3 clusters Score -2497502 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2498310.750000 Penalty: 4874.933594
	Iteration 9F: 3 clusters Score -2498311 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2498965.750000 Penalty: 4874.933594
	Iteration 10Q: 3 clusters Score -2498966 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2499435.500000 Penalty: 4874.933594
	Iteration 11Q: 3 clusters Score -2499436 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2499767.750000 Penalty: 4874.933594
	Iteration 12Q: 3 clusters Score -2499768 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2500025.250000 Penalty: 4874.933594
	Iteration 13Q: 3 clusters Score -2500025 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2500211.500000 Penalty: 4874.933594
	Iteration 14Q: 3 clusters Score -2500212 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2500363.000000 Penalty: 4874.933594
	Iteration 15Q: 3 clusters Score -2500363 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2500471.000000 Penalty: 4874.933594
	Iteration 16Q: 3 clusters Score -2500471 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2500554.750000 Penalty: 4874.933594
	Iteration 17Q: 3 clusters Score -2500555 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2500620.750000 Penalty: 4874.933594
	Iteration 18Q: 3 clusters Score -2500621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2500670.500000 Penalty: 4874.933594
	Iteration 19Q: 3 clusters Score -2500670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2500699.250000 Penalty: 4874.933594
	Iteration 20F: 3 clusters Score -2500699 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2500734.750000 Penalty: 4874.933594
	Iteration 21Q: 3 clusters Score -2500735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2500765.000000 Penalty: 4874.933594
	Iteration 22Q: 3 clusters Score -2500765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2500784.000000 Penalty: 4874.933594
	Iteration 23Q: 3 clusters Score -2500784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2500800.500000 Penalty: 4874.933594
	Iteration 24Q: 3 clusters Score -2500800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2500814.750000 Penalty: 4874.933594
	Iteration 25Q: 3 clusters Score -2500815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2500825.750000 Penalty: 4874.933594
	Iteration 26Q: 3 clusters Score -2500826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2500837.750000 Penalty: 4874.933594
	Iteration 27Q: 3 clusters Score -2500838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2500836.500000 Penalty: 4874.933594
	Iteration 28Q: 3 clusters Score -2500836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2500843.250000 Penalty: 4874.933594
	Iteration 29Q: 3 clusters Score -2500843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2500845.750000 Penalty: 4874.933594
	Iteration 30Q: 3 clusters Score -2500846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2500850.750000 Penalty: 4874.933594
	Iteration 31Q: 3 clusters Score -2500851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2500852.500000 Penalty: 4874.933594
	Iteration 32Q: 3 clusters Score -2500852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2500852.000000 Penalty: 4874.933594
	Iteration 33Q: 3 clusters Score -2500852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2500854.500000 Penalty: 4874.933594
	Iteration 34Q: 3 clusters Score -2500854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2500854.500000 Penalty: 4874.933594
	Iteration 35F: 3 clusters Score -2500854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -394438.718750 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -394438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -390935.281250 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -390935.3 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -391883.375000 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -391883.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -392219.375000 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -392219.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -392443.687500 Penalty: 4041.054932
	Iteration 3F: 3 clusters Score -392443.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -392587.250000 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -392587.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -392697.281250 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -392697.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -392780.375000 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -392780.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -392829.593750 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -392829.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -392879.843750 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -392879.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -392917.593750 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -392917.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -392958.375000 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -392958.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -392992.593750 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -392992.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -393021.312500 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -393021.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -393045.875000 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -393045.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -393059.531250 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -393059.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -393068.906250 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -393068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -393076.281250 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -393076.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -393080.437500 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -393080.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -393087.968750 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -393088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -393092.312500 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -393092.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -393097.218750 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -393097.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -393100.812500 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -393100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -393103.281250 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -393103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -393104.687500 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -393104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -393105.750000 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -393105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -393107.437500 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -393107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -393108.000000 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -393108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -393111.968750 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -393112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -393115.656250 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -393115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -393117.218750 Penalty: 4041.054932
	Iteration 29Q: 3 clusters Score -393117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -393119.812500 Penalty: 4041.054932
	Iteration 30Q: 3 clusters Score -393119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -393120.562500 Penalty: 4041.054932
	Iteration 31Q: 3 clusters Score -393120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -393121.750000 Penalty: 4041.054932
	Iteration 32Q: 3 clusters Score -393121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -393123.125000 Penalty: 4041.054932
	Iteration 33Q: 3 clusters Score -393123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -393123.125000 Penalty: 4041.054932
	Iteration 34F: 3 clusters Score -393123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Entering Unmasked Estep 
Score: -5061667.500000 Penalty: 2631.914307
	Iteration 0F: 2 clusters Score -5061668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5034207.500000 Penalty: 5263.828613
	Iteration 0F: 3 clusters Score -5034208 nChanged 18702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5044616.000000 Penalty: 5263.828613
	Iteration 1F: 3 clusters Score -5044616 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5045199.500000 Penalty: 5263.828613
	Iteration 2Q: 3 clusters Score -5045200 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5045805.500000 Penalty: 5263.828613
	Iteration 3Q: 3 clusters Score -5045806 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -5046589.000000 Penalty: 5263.828613
	Iteration 4Q: 3 clusters Score -5046589 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5047663.500000 Penalty: 5263.828613
	Iteration 5Q: 3 clusters Score -5047664 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -5049286.000000 Penalty: 5263.828613
	Iteration 6F: 3 clusters Score -5049286 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -5051516.500000 Penalty: 5263.828613
	Iteration 7F: 3 clusters Score -5051516 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -5054002.000000 Penalty: 5263.828613
	Iteration 8F: 3 clusters Score -5054002 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -5056356.500000 Penalty: 5263.828613
	Iteration 9F: 3 clusters Score -5056356 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -5058210.000000 Penalty: 5263.828613
	Iteration 10Q: 3 clusters Score -5058210 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -5059499.500000 Penalty: 5263.828613
	Iteration 11Q: 3 clusters Score -5059500 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -5060264.500000 Penalty: 5263.828613
	Iteration 12Q: 3 clusters Score -5060264 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -5060784.000000 Penalty: 5263.828613
	Iteration 13Q: 3 clusters Score -5060784 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -5061114.000000 Penalty: 5263.828613
	Iteration 14Q: 3 clusters Score -5061114 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -5061371.000000 Penalty: 5263.828613
	Iteration 15Q: 3 clusters Score -5061371 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -5061560.000000 Penalty: 5263.828613
	Iteration 16Q: 3 clusters Score -5061560 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -5061650.500000 Penalty: 5263.828613
	Iteration 17Q: 3 clusters Score -5061650 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -5061721.500000 Penalty: 5263.828613
	Iteration 18Q: 3 clusters Score -5061722 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -5061763.000000 Penalty: 5263.828613
	Iteration 19Q: 3 clusters Score -5061763 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -5061791.500000 Penalty: 5263.828613
	Iteration 20F: 3 clusters Score -5061792 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -5061795.000000 Penalty: 5263.828613
	Iteration 21Q: 3 clusters Score -5061795 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -5061810.000000 Penalty: 5263.828613
	Iteration 22Q: 3 clusters Score -5061810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -5061808.500000 Penalty: 5263.828613
	Iteration 23Q: 3 clusters Score -5061808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -5061821.000000 Penalty: 5263.828613
	Iteration 24Q: 3 clusters Score -5061821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -5061823.500000 Penalty: 5263.828613
	Iteration 25Q: 3 clusters Score -5061824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -5061824.000000 Penalty: 5263.828613
	Iteration 26Q: 3 clusters Score -5061824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -5061827.500000 Penalty: 5263.828613
	Iteration 27Q: 3 clusters Score -5061828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -5061827.500000 Penalty: 5263.828613
	Iteration 28Q: 3 clusters Score -5061828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -5061833.500000 Penalty: 5263.828613
	Iteration 29Q: 3 clusters Score -5061834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -5061835.000000 Penalty: 5263.828613
	Iteration 30Q: 3 clusters Score -5061835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -5061831.000000 Penalty: 5263.828613
	Iteration 31Q: 3 clusters Score -5061831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -5061835.000000 Penalty: 5263.828613
	Iteration 32Q: 3 clusters Score -5061835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -5061836.500000 Penalty: 5263.828613
	Iteration 33Q: 3 clusters Score -5061836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -5061833.500000 Penalty: 5263.828613
	Iteration 34Q: 3 clusters Score -5061834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -5061844.500000 Penalty: 5263.828613
	Iteration 35Q: 3 clusters Score -5061844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -5061847.000000 Penalty: 5263.828613
	Iteration 36Q: 3 clusters Score -5061847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5061846.500000 Penalty: 5263.828613
	Iteration 37Q: 3 clusters Score -5061846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -5061848.500000 Penalty: 5263.828613
	Iteration 38Q: 3 clusters Score -5061848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -5061845.000000 Penalty: 5263.828613
	Iteration 39Q: 3 clusters Score -5061845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -5061845.000000 Penalty: 5263.828613
	Iteration 40F: 3 clusters Score -5061845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 16677 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 194898 members 
Mstep: Class 5 contains 45832 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 71899 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 34120 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 172044 members 
Mstep: Class 17 contains 27083 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 52125 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197870 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 6522 members 
Entering Unmasked Estep 
Score: -133241136.000000 Penalty: 96125.335938
Splitting cluster 13 changes total score from -133241152.000000 to -133241136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (38846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Entering Unmasked Estep 
Score: -5227308.000000 Penalty: 2620.705322
	Iteration 0F: 2 clusters Score -5227308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5201094.000000 Penalty: 5241.410645
	Iteration 0F: 3 clusters Score -5201094 nChanged 17724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -5210823.500000 Penalty: 5241.410645
	Iteration 1F: 3 clusters Score -5210824 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -5211245.500000 Penalty: 5241.410645
	Iteration 2Q: 3 clusters Score -5211246 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5211725.000000 Penalty: 5241.410645
	Iteration 3Q: 3 clusters Score -5211725 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5212118.000000 Penalty: 5241.410645
	Iteration 4Q: 3 clusters Score -5212118 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -5212589.000000 Penalty: 5241.410645
	Iteration 5Q: 3 clusters Score -5212589 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -5213172.500000 Penalty: 5241.410645
	Iteration 6Q: 3 clusters Score -5213172 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -5213906.000000 Penalty: 5241.410645
	Iteration 7Q: 3 clusters Score -5213906 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -5214934.000000 Penalty: 5241.410645
	Iteration 8F: 3 clusters Score -5214934 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5216431.500000 Penalty: 5241.410645
	Iteration 9F: 3 clusters Score -5216432 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -5218385.500000 Penalty: 5241.410645
	Iteration 10F: 3 clusters Score -5218386 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -5220424.000000 Penalty: 5241.410645
	Iteration 11F: 3 clusters Score -5220424 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -5222020.000000 Penalty: 5241.410645
	Iteration 12Q: 3 clusters Score -5222020 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -5223041.000000 Penalty: 5241.410645
	Iteration 13Q: 3 clusters Score -5223041 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -5223672.500000 Penalty: 5241.410645
	Iteration 14Q: 3 clusters Score -5223672 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5224149.000000 Penalty: 5241.410645
	Iteration 15Q: 3 clusters Score -5224149 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -5224425.000000 Penalty: 5241.410645
	Iteration 16Q: 3 clusters Score -5224425 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -5224604.000000 Penalty: 5241.410645
	Iteration 17Q: 3 clusters Score -5224604 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -5224712.000000 Penalty: 5241.410645
	Iteration 18Q: 3 clusters Score -5224712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -5224812.500000 Penalty: 5241.410645
	Iteration 19Q: 3 clusters Score -5224812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -5224886.000000 Penalty: 5241.410645
	Iteration 20F: 3 clusters Score -5224886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5224953.500000 Penalty: 5241.410645
	Iteration 21Q: 3 clusters Score -5224954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5224997.000000 Penalty: 5241.410645
	Iteration 22Q: 3 clusters Score -5224997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -5225016.500000 Penalty: 5241.410645
	Iteration 23Q: 3 clusters Score -5225016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -5225036.000000 Penalty: 5241.410645
	Iteration 24Q: 3 clusters Score -5225036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5225061.500000 Penalty: 5241.410645
	Iteration 25Q: 3 clusters Score -5225062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -5225079.000000 Penalty: 5241.410645
	Iteration 26Q: 3 clusters Score -5225079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -5225093.000000 Penalty: 5241.410645
	Iteration 27Q: 3 clusters Score -5225093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -5225108.500000 Penalty: 5241.410645
	Iteration 28Q: 3 clusters Score -5225108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5225119.500000 Penalty: 5241.410645
	Iteration 29Q: 3 clusters Score -5225120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5225124.000000 Penalty: 5241.410645
	Iteration 30Q: 3 clusters Score -5225124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5225126.000000 Penalty: 5241.410645
	Iteration 31Q: 3 clusters Score -5225126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -5225131.000000 Penalty: 5241.410645
	Iteration 32Q: 3 clusters Score -5225131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5225143.000000 Penalty: 5241.410645
	Iteration 33Q: 3 clusters Score -5225143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5225148.000000 Penalty: 5241.410645
	Iteration 34Q: 3 clusters Score -5225148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5225148.000000 Penalty: 5241.410645
	Iteration 35Q: 3 clusters Score -5225148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -5225143.500000 Penalty: 5241.410645
	Iteration 36Q: 3 clusters Score -5225144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -5225144.500000 Penalty: 5241.410645
	Iteration 37Q: 3 clusters Score -5225144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -5225145.000000 Penalty: 5241.410645
	Iteration 38Q: 3 clusters Score -5225145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5225150.000000 Penalty: 5241.410645
	Iteration 39Q: 3 clusters Score -5225150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5225154.500000 Penalty: 5241.410645
	Iteration 40F: 3 clusters Score -5225154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -5225147.000000 Penalty: 5241.410645
	Iteration 41Q: 3 clusters Score -5225147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -5225148.500000 Penalty: 5241.410645
	Iteration 42Q: 3 clusters Score -5225148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -5225153.500000 Penalty: 5241.410645
	Iteration 43Q: 3 clusters Score -5225154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5225156.000000 Penalty: 5241.410645
	Iteration 44Q: 3 clusters Score -5225156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5225156.000000 Penalty: 5241.410645
	Iteration 45F: 3 clusters Score -5225156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Entering Unmasked Estep 
Score: -6969982.500000 Penalty: 2693.940918
	Iteration 0F: 2 clusters Score -6969982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -6934939.000000 Penalty: 5387.881836
	Iteration 0F: 3 clusters Score -6934939 nChanged 24171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -6948508.500000 Penalty: 5387.881836
	Iteration 1F: 3 clusters Score -6948508 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -6949149.000000 Penalty: 5387.881836
	Iteration 2Q: 3 clusters Score -6949149 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6949911.500000 Penalty: 5387.881836
	Iteration 3Q: 3 clusters Score -6949912 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -6950834.500000 Penalty: 5387.881836
	Iteration 4Q: 3 clusters Score -6950834 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -6952185.000000 Penalty: 5387.881836
	Iteration 5F: 3 clusters Score -6952185 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -6954064.000000 Penalty: 5387.881836
	Iteration 6F: 3 clusters Score -6954064 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -6956463.000000 Penalty: 5387.881836
	Iteration 7F: 3 clusters Score -6956463 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -6959314.500000 Penalty: 5387.881836
	Iteration 8F: 3 clusters Score -6959314 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -6962208.500000 Penalty: 5387.881836
	Iteration 9F: 3 clusters Score -6962208 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -6964541.500000 Penalty: 5387.881836
	Iteration 10Q: 3 clusters Score -6964542 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -6966031.000000 Penalty: 5387.881836
	Iteration 11Q: 3 clusters Score -6966031 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -6966806.000000 Penalty: 5387.881836
	Iteration 12Q: 3 clusters Score -6966806 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -6967181.000000 Penalty: 5387.881836
	Iteration 13Q: 3 clusters Score -6967181 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -6967397.000000 Penalty: 5387.881836
	Iteration 14Q: 3 clusters Score -6967397 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -6967488.500000 Penalty: 5387.881836
	Iteration 15Q: 3 clusters Score -6967488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6967527.000000 Penalty: 5387.881836
	Iteration 16Q: 3 clusters Score -6967527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -6967559.000000 Penalty: 5387.881836
	Iteration 17Q: 3 clusters Score -6967559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -6967580.500000 Penalty: 5387.881836
	Iteration 18Q: 3 clusters Score -6967580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -6967606.500000 Penalty: 5387.881836
	Iteration 19Q: 3 clusters Score -6967606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -6967624.500000 Penalty: 5387.881836
	Iteration 20F: 3 clusters Score -6967624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -6967646.000000 Penalty: 5387.881836
	Iteration 21Q: 3 clusters Score -6967646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -6967648.500000 Penalty: 5387.881836
	Iteration 22Q: 3 clusters Score -6967648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -6967654.500000 Penalty: 5387.881836
	Iteration 23Q: 3 clusters Score -6967654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -6967655.500000 Penalty: 5387.881836
	Iteration 24Q: 3 clusters Score -6967656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -6967655.500000 Penalty: 5387.881836
	Iteration 25F: 3 clusters Score -6967656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172044 members 
Entering Unmasked Estep 
Score: -22844718.000000 Penalty: 2989.765381
	Iteration 0F: 2 clusters Score -2.284472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -22730278.000000 Penalty: 5979.530762
	Iteration 0F: 3 clusters Score -2.273028e+07 nChanged 82698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -22778066.000000 Penalty: 5979.530762
	Iteration 1F: 3 clusters Score -2.277807e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -22779022.000000 Penalty: 5979.530762
	Iteration 2Q: 3 clusters Score -2.277902e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -22780118.000000 Penalty: 5979.530762
	Iteration 3Q: 3 clusters Score -2.278012e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -22781636.000000 Penalty: 5979.530762
	Iteration 4Q: 3 clusters Score -2.278164e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -22783978.000000 Penalty: 5979.530762
	Iteration 5Q: 3 clusters Score -2.278398e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 102473 members 
Entering Unmasked Estep 
Score: -22787120.000000 Penalty: 5979.530762
	Iteration 6Q: 3 clusters Score -2.278712e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 109860 members 
Entering Unmasked Estep 
Score: -22792014.000000 Penalty: 5979.530762
	Iteration 7Q: 3 clusters Score -2.279201e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 119384 members 
Entering Unmasked Estep 
Score: -22798624.000000 Penalty: 5979.530762
	Iteration 8F: 3 clusters Score -2.279862e+07 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 130904 members 
Entering Unmasked Estep 
Score: -22807594.000000 Penalty: 5979.530762
	Iteration 9F: 3 clusters Score -2.280759e+07 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 143458 members 
Entering Unmasked Estep 
Score: -22817944.000000 Penalty: 5979.530762
	Iteration 10F: 3 clusters Score -2.281794e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -22828074.000000 Penalty: 5979.530762
	Iteration 11F: 3 clusters Score -2.282807e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -22835420.000000 Penalty: 5979.530762
	Iteration 12F: 3 clusters Score -2.283542e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 168619 members 
Entering Unmasked Estep 
Score: -22839302.000000 Penalty: 5979.530762
	Iteration 13Q: 3 clusters Score -2.28393e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 170649 members 
Entering Unmasked Estep 
Score: -22841010.000000 Penalty: 5979.530762
	Iteration 14Q: 3 clusters Score -2.284101e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 171349 members 
Entering Unmasked Estep 
Score: -22841624.000000 Penalty: 5979.530762
	Iteration 15Q: 3 clusters Score -2.284162e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 171571 members 
Entering Unmasked Estep 
Score: -22841832.000000 Penalty: 5979.530762
	Iteration 16Q: 3 clusters Score -2.284183e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 171673 members 
Entering Unmasked Estep 
Score: -22841952.000000 Penalty: 5979.530762
	Iteration 17Q: 3 clusters Score -2.284195e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -22842010.000000 Penalty: 5979.530762
	Iteration 18Q: 3 clusters Score -2.284201e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 171738 members 
Entering Unmasked Estep 
Score: -22842032.000000 Penalty: 5979.530762
	Iteration 19Q: 3 clusters Score -2.284203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 171745 members 
Entering Unmasked Estep 
Score: -22842072.000000 Penalty: 5979.530762
	Iteration 20F: 3 clusters Score -2.284207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 171751 members 
Entering Unmasked Estep 
Score: -22842084.000000 Penalty: 5979.530762
	Iteration 21Q: 3 clusters Score -2.284208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 171753 members 
Entering Unmasked Estep 
Score: -22842084.000000 Penalty: 5979.530762
	Iteration 22Q: 3 clusters Score -2.284208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 171758 members 
Entering Unmasked Estep 
Score: -22842098.000000 Penalty: 5979.530762
	Iteration 23Q: 3 clusters Score -2.28421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 171762 members 
Entering Unmasked Estep 
Score: -22842110.000000 Penalty: 5979.530762
	Iteration 24Q: 3 clusters Score -2.284211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -22842112.000000 Penalty: 5979.530762
	Iteration 25Q: 3 clusters Score -2.284211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 171764 members 
Entering Unmasked Estep 
Score: -22842112.000000 Penalty: 5979.530762
	Iteration 26Q: 3 clusters Score -2.284211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 171764 members 
Entering Unmasked Estep 
Score: -22842106.000000 Penalty: 5979.530762
	Iteration 27Q: 3 clusters Score -2.284211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 171765 members 
Entering Unmasked Estep 
Score: -22842114.000000 Penalty: 5979.530762
	Iteration 28Q: 3 clusters Score -2.284211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 171765 members 
Entering Unmasked Estep 
Score: -22842114.000000 Penalty: 5979.530762
	Iteration 29F: 3 clusters Score -2.284211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Entering Unmasked Estep 
Score: -3640815.000000 Penalty: 2531.251953
	Iteration 0F: 2 clusters Score -3640815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3622052.000000 Penalty: 5062.503906
	Iteration 0F: 3 clusters Score -3622052 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3628778.250000 Penalty: 5062.503906
	Iteration 1F: 3 clusters Score -3628778 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3629308.500000 Penalty: 5062.503906
	Iteration 2F: 3 clusters Score -3629308 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3629940.500000 Penalty: 5062.503906
	Iteration 3Q: 3 clusters Score -3629940 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3630950.750000 Penalty: 5062.503906
	Iteration 4F: 3 clusters Score -3630951 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3632561.750000 Penalty: 5062.503906
	Iteration 5F: 3 clusters Score -3632562 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3634999.250000 Penalty: 5062.503906
	Iteration 6F: 3 clusters Score -3634999 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3637322.250000 Penalty: 5062.503906
	Iteration 7F: 3 clusters Score -3637322 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3638798.750000 Penalty: 5062.503906
	Iteration 8F: 3 clusters Score -3638799 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3639507.750000 Penalty: 5062.503906
	Iteration 9Q: 3 clusters Score -3639508 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3639883.500000 Penalty: 5062.503906
	Iteration 10Q: 3 clusters Score -3639884 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3640064.000000 Penalty: 5062.503906
	Iteration 11Q: 3 clusters Score -3640064 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3640162.000000 Penalty: 5062.503906
	Iteration 12Q: 3 clusters Score -3640162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3640197.250000 Penalty: 5062.503906
	Iteration 13Q: 3 clusters Score -3640197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3640231.000000 Penalty: 5062.503906
	Iteration 14Q: 3 clusters Score -3640231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3640257.250000 Penalty: 5062.503906
	Iteration 15Q: 3 clusters Score -3640257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3640275.750000 Penalty: 5062.503906
	Iteration 16Q: 3 clusters Score -3640276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3640284.000000 Penalty: 5062.503906
	Iteration 17Q: 3 clusters Score -3640284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3640284.500000 Penalty: 5062.503906
	Iteration 18Q: 3 clusters Score -3640284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3640286.000000 Penalty: 5062.503906
	Iteration 19Q: 3 clusters Score -3640286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3640288.250000 Penalty: 5062.503906
	Iteration 20F: 3 clusters Score -3640288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3640293.000000 Penalty: 5062.503906
	Iteration 21Q: 3 clusters Score -3640293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3640291.000000 Penalty: 5062.503906
	Iteration 22Q: 3 clusters Score -3640291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3640291.000000 Penalty: 5062.503906
	Iteration 23F: 3 clusters Score -3640291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Entering Unmasked Estep 
Score: -652010.500000 Penalty: 2119.015869
	Iteration 0F: 2 clusters Score -652010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -647419.687500 Penalty: 4238.031738
	Iteration 0F: 3 clusters Score -647419.7 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -648484.937500 Penalty: 4238.031738
	Iteration 1F: 3 clusters Score -648484.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -648843.000000 Penalty: 4238.031738
	Iteration 2F: 3 clusters Score -648843 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -649138.312500 Penalty: 4238.031738
	Iteration 3F: 3 clusters Score -649138.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -649348.500000 Penalty: 4238.031738
	Iteration 4F: 3 clusters Score -649348.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -649545.000000 Penalty: 4238.031738
	Iteration 5F: 3 clusters Score -649545 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -649690.562500 Penalty: 4238.031738
	Iteration 6Q: 3 clusters Score -649690.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -649817.312500 Penalty: 4238.031738
	Iteration 7Q: 3 clusters Score -649817.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -649942.625000 Penalty: 4238.031738
	Iteration 8Q: 3 clusters Score -649942.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -650065.250000 Penalty: 4238.031738
	Iteration 9Q: 3 clusters Score -650065.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -650144.812500 Penalty: 4238.031738
	Iteration 10Q: 3 clusters Score -650144.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -650206.312500 Penalty: 4238.031738
	Iteration 11Q: 3 clusters Score -650206.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -650268.750000 Penalty: 4238.031738
	Iteration 12Q: 3 clusters Score -650268.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -650323.312500 Penalty: 4238.031738
	Iteration 13Q: 3 clusters Score -650323.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -650370.437500 Penalty: 4238.031738
	Iteration 14Q: 3 clusters Score -650370.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -650410.687500 Penalty: 4238.031738
	Iteration 15Q: 3 clusters Score -650410.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -650442.625000 Penalty: 4238.031738
	Iteration 16Q: 3 clusters Score -650442.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -650467.437500 Penalty: 4238.031738
	Iteration 17Q: 3 clusters Score -650467.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -650492.375000 Penalty: 4238.031738
	Iteration 18Q: 3 clusters Score -650492.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -650519.500000 Penalty: 4238.031738
	Iteration 19Q: 3 clusters Score -650519.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -650539.937500 Penalty: 4238.031738
	Iteration 20F: 3 clusters Score -650539.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -650561.937500 Penalty: 4238.031738
	Iteration 21Q: 3 clusters Score -650561.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -650581.625000 Penalty: 4238.031738
	Iteration 22Q: 3 clusters Score -650581.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -650599.500000 Penalty: 4238.031738
	Iteration 23Q: 3 clusters Score -650599.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -650613.687500 Penalty: 4238.031738
	Iteration 24Q: 3 clusters Score -650613.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -650628.437500 Penalty: 4238.031738
	Iteration 25Q: 3 clusters Score -650628.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -650640.937500 Penalty: 4238.031738
	Iteration 26Q: 3 clusters Score -650640.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -650652.437500 Penalty: 4238.031738
	Iteration 27Q: 3 clusters Score -650652.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -650659.500000 Penalty: 4238.031738
	Iteration 28Q: 3 clusters Score -650659.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -650670.187500 Penalty: 4238.031738
	Iteration 29Q: 3 clusters Score -650670.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -650679.562500 Penalty: 4238.031738
	Iteration 30Q: 3 clusters Score -650679.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -650689.062500 Penalty: 4238.031738
	Iteration 31Q: 3 clusters Score -650689.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -650694.812500 Penalty: 4238.031738
	Iteration 32Q: 3 clusters Score -650694.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -650701.250000 Penalty: 4238.031738
	Iteration 33Q: 3 clusters Score -650701.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -650705.687500 Penalty: 4238.031738
	Iteration 34Q: 3 clusters Score -650705.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -650710.687500 Penalty: 4238.031738
	Iteration 35Q: 3 clusters Score -650710.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -650714.125000 Penalty: 4238.031738
	Iteration 36Q: 3 clusters Score -650714.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -650716.500000 Penalty: 4238.031738
	Iteration 37Q: 3 clusters Score -650716.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -650722.187500 Penalty: 4238.031738
	Iteration 38Q: 3 clusters Score -650722.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -650728.250000 Penalty: 4238.031738
	Iteration 39Q: 3 clusters Score -650728.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -650735.250000 Penalty: 4238.031738
	Iteration 40F: 3 clusters Score -650735.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -650739.687500 Penalty: 4238.031738
	Iteration 41Q: 3 clusters Score -650739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -650743.812500 Penalty: 4238.031738
	Iteration 42Q: 3 clusters Score -650743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -650748.250000 Penalty: 4238.031738
	Iteration 43Q: 3 clusters Score -650748.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -650753.125000 Penalty: 4238.031738
	Iteration 44Q: 3 clusters Score -650753.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -650759.687500 Penalty: 4238.031738
	Iteration 45Q: 3 clusters Score -650759.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -650766.750000 Penalty: 4238.031738
	Iteration 46Q: 3 clusters Score -650766.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -650772.437500 Penalty: 4238.031738
	Iteration 47Q: 3 clusters Score -650772.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -650777.437500 Penalty: 4238.031738
	Iteration 48Q: 3 clusters Score -650777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -650782.500000 Penalty: 4238.031738
	Iteration 49Q: 3 clusters Score -650782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -650785.687500 Penalty: 4238.031738
	Iteration 50Q: 3 clusters Score -650785.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -650790.062500 Penalty: 4238.031738
	Iteration 51Q: 3 clusters Score -650790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -650792.312500 Penalty: 4238.031738
	Iteration 52Q: 3 clusters Score -650792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -650795.500000 Penalty: 4238.031738
	Iteration 53Q: 3 clusters Score -650795.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -650798.437500 Penalty: 4238.031738
	Iteration 54Q: 3 clusters Score -650798.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -650801.750000 Penalty: 4238.031738
	Iteration 55Q: 3 clusters Score -650801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -650805.500000 Penalty: 4238.031738
	Iteration 56Q: 3 clusters Score -650805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -650808.500000 Penalty: 4238.031738
	Iteration 57Q: 3 clusters Score -650808.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -650811.625000 Penalty: 4238.031738
	Iteration 58Q: 3 clusters Score -650811.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -650815.812500 Penalty: 4238.031738
	Iteration 59Q: 3 clusters Score -650815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -650816.250000 Penalty: 4238.031738
	Iteration 60F: 3 clusters Score -650816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -650816.625000 Penalty: 4238.031738
	Iteration 61Q: 3 clusters Score -650816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -650819.062500 Penalty: 4238.031738
	Iteration 62Q: 3 clusters Score -650819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -650819.875000 Penalty: 4238.031738
	Iteration 63Q: 3 clusters Score -650819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -650821.437500 Penalty: 4238.031738
	Iteration 64Q: 3 clusters Score -650821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -650822.312500 Penalty: 4238.031738
	Iteration 65Q: 3 clusters Score -650822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -650823.125000 Penalty: 4238.031738
	Iteration 66Q: 3 clusters Score -650823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -650824.375000 Penalty: 4238.031738
	Iteration 67Q: 3 clusters Score -650824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -650828.437500 Penalty: 4238.031738
	Iteration 68Q: 3 clusters Score -650828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -650828.125000 Penalty: 4238.031738
	Iteration 69Q: 3 clusters Score -650828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -650830.687500 Penalty: 4238.031738
	Iteration 70Q: 3 clusters Score -650830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -650832.062500 Penalty: 4238.031738
	Iteration 71Q: 3 clusters Score -650832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -650833.562500 Penalty: 4238.031738
	Iteration 72Q: 3 clusters Score -650833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -650833.375000 Penalty: 4238.031738
	Iteration 73Q: 3 clusters Score -650833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -650834.500000 Penalty: 4238.031738
	Iteration 74Q: 3 clusters Score -650834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -650834.500000 Penalty: 4238.031738
	Iteration 75F: 3 clusters Score -650834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Entering Unmasked Estep 
Score: -1192021.000000 Penalty: 2266.513428
	Iteration 0F: 2 clusters Score -1192021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1184785.125000 Penalty: 4533.026855
	Iteration 0F: 3 clusters Score -1184785 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1186693.250000 Penalty: 4533.026855
	Iteration 1F: 3 clusters Score -1186693 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1186912.000000 Penalty: 4533.026855
	Iteration 2F: 3 clusters Score -1186912 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1187073.375000 Penalty: 4533.026855
	Iteration 3Q: 3 clusters Score -1187073 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1187206.125000 Penalty: 4533.026855
	Iteration 4Q: 3 clusters Score -1187206 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1187313.000000 Penalty: 4533.026855
	Iteration 5Q: 3 clusters Score -1187313 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1187408.375000 Penalty: 4533.026855
	Iteration 6Q: 3 clusters Score -1187408 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1187494.375000 Penalty: 4533.026855
	Iteration 7Q: 3 clusters Score -1187494 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1187575.125000 Penalty: 4533.026855
	Iteration 8Q: 3 clusters Score -1187575 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1187676.750000 Penalty: 4533.026855
	Iteration 9Q: 3 clusters Score -1187677 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1187794.500000 Penalty: 4533.026855
	Iteration 10Q: 3 clusters Score -1187794 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1187948.625000 Penalty: 4533.026855
	Iteration 11Q: 3 clusters Score -1187949 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1188153.625000 Penalty: 4533.026855
	Iteration 12Q: 3 clusters Score -1188154 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1188411.125000 Penalty: 4533.026855
	Iteration 13Q: 3 clusters Score -1188411 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1188704.125000 Penalty: 4533.026855
	Iteration 14Q: 3 clusters Score -1188704 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1189040.750000 Penalty: 4533.026855
	Iteration 15Q: 3 clusters Score -1189041 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1189378.250000 Penalty: 4533.026855
	Iteration 16Q: 3 clusters Score -1189378 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1189687.750000 Penalty: 4533.026855
	Iteration 17Q: 3 clusters Score -1189688 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1189940.125000 Penalty: 4533.026855
	Iteration 18Q: 3 clusters Score -1189940 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1190136.250000 Penalty: 4533.026855
	Iteration 19Q: 3 clusters Score -1190136 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1190296.625000 Penalty: 4533.026855
	Iteration 20F: 3 clusters Score -1190297 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1190411.000000 Penalty: 4533.026855
	Iteration 21Q: 3 clusters Score -1190411 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1190465.750000 Penalty: 4533.026855
	Iteration 22Q: 3 clusters Score -1190466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1190497.000000 Penalty: 4533.026855
	Iteration 23Q: 3 clusters Score -1190497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1190505.500000 Penalty: 4533.026855
	Iteration 24Q: 3 clusters Score -1190506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1190529.250000 Penalty: 4533.026855
	Iteration 25Q: 3 clusters Score -1190529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1190547.500000 Penalty: 4533.026855
	Iteration 26Q: 3 clusters Score -1190548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1190557.125000 Penalty: 4533.026855
	Iteration 27Q: 3 clusters Score -1190557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1190565.375000 Penalty: 4533.026855
	Iteration 28Q: 3 clusters Score -1190565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1190573.750000 Penalty: 4533.026855
	Iteration 29Q: 3 clusters Score -1190574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1190580.000000 Penalty: 4533.026855
	Iteration 30Q: 3 clusters Score -1190580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1190585.000000 Penalty: 4533.026855
	Iteration 31Q: 3 clusters Score -1190585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1190588.875000 Penalty: 4533.026855
	Iteration 32Q: 3 clusters Score -1190589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1190589.000000 Penalty: 4533.026855
	Iteration 33Q: 3 clusters Score -1190589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1190590.500000 Penalty: 4533.026855
	Iteration 34Q: 3 clusters Score -1190590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1190590.500000 Penalty: 4533.026855
	Iteration 35F: 3 clusters Score -1190590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Entering Unmasked Estep 
Score: -5960093.500000 Penalty: 2661.848633
	Iteration 0F: 2 clusters Score -5960094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5928992.500000 Penalty: 5323.697266
	Iteration 0F: 3 clusters Score -5928992 nChanged 21295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -5940759.500000 Penalty: 5323.697266
	Iteration 1F: 3 clusters Score -5940760 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -5941402.500000 Penalty: 5323.697266
	Iteration 2Q: 3 clusters Score -5941402 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -5942085.000000 Penalty: 5323.697266
	Iteration 3Q: 3 clusters Score -5942085 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -5943013.000000 Penalty: 5323.697266
	Iteration 4Q: 3 clusters Score -5943013 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -5944267.000000 Penalty: 5323.697266
	Iteration 5F: 3 clusters Score -5944267 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -5945931.500000 Penalty: 5323.697266
	Iteration 6F: 3 clusters Score -5945932 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -5948247.500000 Penalty: 5323.697266
	Iteration 7F: 3 clusters Score -5948248 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5951084.000000 Penalty: 5323.697266
	Iteration 8F: 3 clusters Score -5951084 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -5953864.500000 Penalty: 5323.697266
	Iteration 9F: 3 clusters Score -5953864 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -5955859.000000 Penalty: 5323.697266
	Iteration 10Q: 3 clusters Score -5955859 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -5957019.500000 Penalty: 5323.697266
	Iteration 11Q: 3 clusters Score -5957020 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -5957538.500000 Penalty: 5323.697266
	Iteration 12Q: 3 clusters Score -5957538 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5957788.000000 Penalty: 5323.697266
	Iteration 13Q: 3 clusters Score -5957788 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -5957927.000000 Penalty: 5323.697266
	Iteration 14Q: 3 clusters Score -5957927 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5958007.500000 Penalty: 5323.697266
	Iteration 15Q: 3 clusters Score -5958008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5958034.000000 Penalty: 5323.697266
	Iteration 16Q: 3 clusters Score -5958034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -5958047.500000 Penalty: 5323.697266
	Iteration 17Q: 3 clusters Score -5958048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -5958057.000000 Penalty: 5323.697266
	Iteration 18Q: 3 clusters Score -5958057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -5958069.000000 Penalty: 5323.697266
	Iteration 19Q: 3 clusters Score -5958069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -5958078.000000 Penalty: 5323.697266
	Iteration 20F: 3 clusters Score -5958078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -5958080.500000 Penalty: 5323.697266
	Iteration 21Q: 3 clusters Score -5958080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -5958084.000000 Penalty: 5323.697266
	Iteration 22Q: 3 clusters Score -5958084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -5958087.000000 Penalty: 5323.697266
	Iteration 23Q: 3 clusters Score -5958087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -5958096.000000 Penalty: 5323.697266
	Iteration 24Q: 3 clusters Score -5958096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -5958099.500000 Penalty: 5323.697266
	Iteration 25Q: 3 clusters Score -5958100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -5958104.500000 Penalty: 5323.697266
	Iteration 26Q: 3 clusters Score -5958104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -5958103.000000 Penalty: 5323.697266
	Iteration 27Q: 3 clusters Score -5958103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -5958103.000000 Penalty: 5323.697266
	Iteration 28F: 3 clusters Score -5958103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Entering Unmasked Estep 
Score: -6894774.500000 Penalty: 2693.627197
	Iteration 0F: 2 clusters Score -6894774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -6859690.500000 Penalty: 5387.254395
	Iteration 0F: 3 clusters Score -6859690 nChanged 24051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -6873855.500000 Penalty: 5387.254395
	Iteration 1F: 3 clusters Score -6873856 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -6875111.500000 Penalty: 5387.254395
	Iteration 2F: 3 clusters Score -6875112 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -6876995.000000 Penalty: 5387.254395
	Iteration 3F: 3 clusters Score -6876995 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -6879917.500000 Penalty: 5387.254395
	Iteration 4F: 3 clusters Score -6879918 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -6883936.000000 Penalty: 5387.254395
	Iteration 5F: 3 clusters Score -6883936 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -6887784.000000 Penalty: 5387.254395
	Iteration 6F: 3 clusters Score -6887784 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6890437.000000 Penalty: 5387.254395
	Iteration 7F: 3 clusters Score -6890437 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6891597.500000 Penalty: 5387.254395
	Iteration 8Q: 3 clusters Score -6891598 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6892058.000000 Penalty: 5387.254395
	Iteration 9Q: 3 clusters Score -6892058 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6892214.500000 Penalty: 5387.254395
	Iteration 10Q: 3 clusters Score -6892214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6892304.500000 Penalty: 5387.254395
	Iteration 11Q: 3 clusters Score -6892304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6892338.000000 Penalty: 5387.254395
	Iteration 12Q: 3 clusters Score -6892338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6892368.000000 Penalty: 5387.254395
	Iteration 13Q: 3 clusters Score -6892368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6892384.500000 Penalty: 5387.254395
	Iteration 14Q: 3 clusters Score -6892384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6892408.500000 Penalty: 5387.254395
	Iteration 15Q: 3 clusters Score -6892408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6892431.000000 Penalty: 5387.254395
	Iteration 16Q: 3 clusters Score -6892431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6892440.500000 Penalty: 5387.254395
	Iteration 17Q: 3 clusters Score -6892440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6892443.000000 Penalty: 5387.254395
	Iteration 18Q: 3 clusters Score -6892443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6892447.000000 Penalty: 5387.254395
	Iteration 19Q: 3 clusters Score -6892447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6892451.500000 Penalty: 5387.254395
	Iteration 20F: 3 clusters Score -6892452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6892455.000000 Penalty: 5387.254395
	Iteration 21Q: 3 clusters Score -6892455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6892455.500000 Penalty: 5387.254395
	Iteration 22Q: 3 clusters Score -6892456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6892468.500000 Penalty: 5387.254395
	Iteration 23Q: 3 clusters Score -6892468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6892470.500000 Penalty: 5387.254395
	Iteration 24Q: 3 clusters Score -6892470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6892473.500000 Penalty: 5387.254395
	Iteration 25Q: 3 clusters Score -6892474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6892474.500000 Penalty: 5387.254395
	Iteration 26Q: 3 clusters Score -6892474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6892480.000000 Penalty: 5387.254395
	Iteration 27Q: 3 clusters Score -6892480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6892481.000000 Penalty: 5387.254395
	Iteration 28Q: 3 clusters Score -6892481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6892489.000000 Penalty: 5387.254395
	Iteration 29Q: 3 clusters Score -6892489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6892489.000000 Penalty: 5387.254395
	Iteration 30F: 3 clusters Score -6892489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -63933.542969 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -63933.54 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 294 members 
Entering Unmasked Estep 
Score: -62352.570312 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -62352.57 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62764.484375 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -62764.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62991.281250 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -62991.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63171.132812 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -63171.13 nChanged 31
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: -63319.937500 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -63319.94 nChanged 20
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: -63377.914062 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -63377.91 nChanged 11
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: -63423.828125 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -63423.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63444.226562 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -63444.23 nChanged 4
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: -63460.191406 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -63460.19 nChanged 2
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: -63472.722656 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -63472.72 nChanged 4
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: -63484.222656 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -63484.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63486.312500 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -63486.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63486.312500 Penalty: 3165.380615
	Iteration 12F: 3 clusters Score -63486.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -326256.781250 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -326256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -323322.125000 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -323322.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -323920.437500 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -323920.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -324115.468750 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -324115.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -324235.906250 Penalty: 3877.542236
	Iteration 3F: 3 clusters Score -324235.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -324316.531250 Penalty: 3877.542236
	Iteration 4Q: 3 clusters Score -324316.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -324374.875000 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -324374.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -324429.625000 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -324429.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -324462.625000 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -324462.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -324492.875000 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -324492.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -324514.031250 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -324514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -324539.125000 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -324539.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -324565.406250 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -324565.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -324584.656250 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -324584.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -324607.687500 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -324607.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -324626.093750 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -324626.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -324636.937500 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -324636.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -324645.281250 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -324645.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -324655.531250 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -324655.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -324661.937500 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -324661.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -324668.625000 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -324668.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -324673.343750 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -324673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -324676.281250 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -324676.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -324679.312500 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -324679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -324682.281250 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -324682.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -324685.750000 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -324685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -324687.500000 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -324687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -324687.781250 Penalty: 3877.542236
	Iteration 26Q: 3 clusters Score -324687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -324688.437500 Penalty: 3877.542236
	Iteration 27Q: 3 clusters Score -324688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -324688.937500 Penalty: 3877.542236
	Iteration 28Q: 3 clusters Score -324688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -324689.468750 Penalty: 3877.542236
	Iteration 29Q: 3 clusters Score -324689.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -324689.468750 Penalty: 3877.542236
	Iteration 30F: 3 clusters Score -324689.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -79221.265625 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -79221.27 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 369 members 
Entering Unmasked Estep 
Score: -77670.570312 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -77670.57 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78483.593750 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -78483.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79007.773438 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -79007.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -79325.984375 Penalty: 3271.507080
	Iteration 3F: 3 clusters Score -79325.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79461.046875 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -79461.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79537.750000 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -79537.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79570.609375 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -79570.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79602.226562 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -79602.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79635.687500 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -79635.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79668.937500 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -79668.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79708.328125 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -79708.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79770.710938 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -79770.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79788.953125 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -79788.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79805.195312 Penalty: 3271.507080
	Iteration 13Q: 3 clusters Score -79805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79809.656250 Penalty: 3271.507080
	Iteration 14Q: 3 clusters Score -79809.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79816.960938 Penalty: 3271.507080
	Iteration 15Q: 3 clusters Score -79816.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79826.812500 Penalty: 3271.507080
	Iteration 16Q: 3 clusters Score -79826.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79842.851562 Penalty: 3271.507080
	Iteration 17Q: 3 clusters Score -79842.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79890.101562 Penalty: 3271.507080
	Iteration 18Q: 3 clusters Score -79890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79929.421875 Penalty: 3271.507080
	Iteration 19Q: 3 clusters Score -79929.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -79993.554688 Penalty: 3271.507080
	Iteration 20F: 3 clusters Score -79993.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80106.890625 Penalty: 3271.507080
	Iteration 21Q: 3 clusters Score -80106.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80177.820312 Penalty: 3271.507080
	Iteration 22Q: 3 clusters Score -80177.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80183.101562 Penalty: 3271.507080
	Iteration 23Q: 3 clusters Score -80183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80186.664062 Penalty: 3271.507080
	Iteration 24Q: 3 clusters Score -80186.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80192.750000 Penalty: 3271.507080
	Iteration 25Q: 3 clusters Score -80192.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80197.328125 Penalty: 3271.507080
	Iteration 26Q: 3 clusters Score -80197.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80221.375000 Penalty: 3271.507080
	Iteration 27Q: 3 clusters Score -80221.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80273.914062 Penalty: 3271.507080
	Iteration 28Q: 3 clusters Score -80273.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80366.539062 Penalty: 3271.507080
	Iteration 29Q: 3 clusters Score -80366.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80558.273438 Penalty: 3271.507080
	Iteration 30Q: 3 clusters Score -80558.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80589.750000 Penalty: 3271.507080
	Iteration 31Q: 3 clusters Score -80589.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80589.750000 Penalty: 3271.507080
	Iteration 32F: 3 clusters Score -80589.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 16677 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 194898 members 
Mstep: Class 5 contains 45832 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 71899 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 172044 members 
Mstep: Class 17 contains 27083 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 52125 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 334 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197870 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 398 members 
Entering Unmasked Estep 
Score: -133240912.000000 Penalty: 96125.335938
Splitting cluster 24 changes total score from -133241152.000000 to -133240912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -31426.761719 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -31426.76 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 180 members 
Entering Unmasked Estep 
Score: -30207.335938 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -30207.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30429.591797 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -30429.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30539.960938 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -30539.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30570.591797 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -30570.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30592.755859 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -30592.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30611.583984 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -30611.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30646.546875 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -30646.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30722.955078 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -30722.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30819.730469 Penalty: 2891.156982
	Iteration 8Q: 3 clusters Score -30819.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30826.023438 Penalty: 2891.156982
	Iteration 9Q: 3 clusters Score -30826.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30840.503906 Penalty: 2891.156982
	Iteration 10Q: 3 clusters Score -30840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30852.123047 Penalty: 2891.156982
	Iteration 11Q: 3 clusters Score -30852.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30858.800781 Penalty: 2891.156982
	Iteration 12Q: 3 clusters Score -30858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30864.605469 Penalty: 2891.156982
	Iteration 13Q: 3 clusters Score -30864.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30875.523438 Penalty: 2891.156982
	Iteration 14Q: 3 clusters Score -30875.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30877.164062 Penalty: 2891.156982
	Iteration 15Q: 3 clusters Score -30877.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30880.060547 Penalty: 2891.156982
	Iteration 16Q: 3 clusters Score -30880.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30885.615234 Penalty: 2891.156982
	Iteration 17Q: 3 clusters Score -30885.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30890.244141 Penalty: 2891.156982
	Iteration 18Q: 3 clusters Score -30890.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30890.244141 Penalty: 2891.156982
	Iteration 19F: 3 clusters Score -30890.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (197870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197870 members 
Entering Unmasked Estep 
Score: -26268184.000000 Penalty: 3024.450684
	Iteration 0F: 2 clusters Score -2.626818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -26140352.000000 Penalty: 6048.901367
	Iteration 0F: 3 clusters Score -2.614035e+07 nChanged 95165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106162 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -26196780.000000 Penalty: 6048.901367
	Iteration 1F: 3 clusters Score -2.619678e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -26198688.000000 Penalty: 6048.901367
	Iteration 2Q: 3 clusters Score -2.619869e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -26201560.000000 Penalty: 6048.901367
	Iteration 3Q: 3 clusters Score -2.620156e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -26206838.000000 Penalty: 6048.901367
	Iteration 4F: 3 clusters Score -2.620684e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138811 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -26215978.000000 Penalty: 6048.901367
	Iteration 5F: 3 clusters Score -2.621598e+07 nChanged 15963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -26229234.000000 Penalty: 6048.901367
	Iteration 6F: 3 clusters Score -2.622923e+07 nChanged 15974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -26243702.000000 Penalty: 6048.901367
	Iteration 7F: 3 clusters Score -2.62437e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182628 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -26253978.000000 Penalty: 6048.901367
	Iteration 8F: 3 clusters Score -2.625398e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189548 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -26259704.000000 Penalty: 6048.901367
	Iteration 9Q: 3 clusters Score -2.62597e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -26262330.000000 Penalty: 6048.901367
	Iteration 10Q: 3 clusters Score -2.626233e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195008 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -26263824.000000 Penalty: 6048.901367
	Iteration 11Q: 3 clusters Score -2.626382e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195989 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -26264486.000000 Penalty: 6048.901367
	Iteration 12Q: 3 clusters Score -2.626449e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196499 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -26264830.000000 Penalty: 6048.901367
	Iteration 13Q: 3 clusters Score -2.626483e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196766 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -26265016.000000 Penalty: 6048.901367
	Iteration 14Q: 3 clusters Score -2.626502e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196955 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -26265160.000000 Penalty: 6048.901367
	Iteration 15Q: 3 clusters Score -2.626516e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197061 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -26265264.000000 Penalty: 6048.901367
	Iteration 16Q: 3 clusters Score -2.626526e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197134 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -26265334.000000 Penalty: 6048.901367
	Iteration 17Q: 3 clusters Score -2.626533e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197181 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -26265398.000000 Penalty: 6048.901367
	Iteration 18Q: 3 clusters Score -2.62654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197218 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -26265448.000000 Penalty: 6048.901367
	Iteration 19Q: 3 clusters Score -2.626545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197235 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -26265442.000000 Penalty: 6048.901367
	Iteration 20F: 3 clusters Score -2.626544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197253 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -26265454.000000 Penalty: 6048.901367
	Iteration 21Q: 3 clusters Score -2.626545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197271 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -26265474.000000 Penalty: 6048.901367
	Iteration 22Q: 3 clusters Score -2.626547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197283 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -26265496.000000 Penalty: 6048.901367
	Iteration 23Q: 3 clusters Score -2.62655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197297 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -26265504.000000 Penalty: 6048.901367
	Iteration 24Q: 3 clusters Score -2.62655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197300 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -26265508.000000 Penalty: 6048.901367
	Iteration 25Q: 3 clusters Score -2.626551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197302 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -26265500.000000 Penalty: 6048.901367
	Iteration 26Q: 3 clusters Score -2.62655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197303 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -26265500.000000 Penalty: 6048.901367
	Iteration 27Q: 3 clusters Score -2.62655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197303 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -26265500.000000 Penalty: 6048.901367
	Iteration 28F: 3 clusters Score -2.62655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69611.265625 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69611.27 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 303 members 
Entering Unmasked Estep 
Score: -68004.695312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -68004.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68480.671875 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -68480.67 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68941.570312 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -68941.57 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69418.546875 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -69418.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69852.609375 Penalty: 3191.535156
	Iteration 4F: 3 clusters Score -69852.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70009.484375 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -70009.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70051.210938 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -70051.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70051.210938 Penalty: 3191.535156
	Iteration 7F: 3 clusters Score -70051.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 16677 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 194898 members 
Mstep: Class 5 contains 45832 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 71899 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 172044 members 
Mstep: Class 17 contains 27083 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 52125 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197870 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
Score: -133239920.000000 Penalty: 96125.335938
Splitting cluster 27 changes total score from -133241152.000000 to -133239920.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 16677 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 194898 members 
Mstep: Class 5 contains 45832 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 71899 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 52191 members 
Mstep: Class 16 contains 172044 members 
Mstep: Class 17 contains 27083 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 52125 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197870 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241384.000000 Penalty: 92692.289062
Iteration 279Q: 28 clusters Score -1.332414e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 16734 members 
Mstep: Class 3 contains 22145 members 
Mstep: Class 4 contains 194896 members 
Mstep: Class 5 contains 45842 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 71937 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18552 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40637 members 
Mstep: Class 14 contains 38848 members 
Mstep: Class 15 contains 52215 members 
Mstep: Class 16 contains 171968 members 
Mstep: Class 17 contains 27091 members 
Mstep: Class 18 contains 5137 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 45870 members 
Mstep: Class 21 contains 52122 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197802 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241448.000000 Penalty: 92692.289062
Iteration 280F: 28 clusters Score -1.332414e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 16786 members 
Mstep: Class 3 contains 22152 members 
Mstep: Class 4 contains 194895 members 
Mstep: Class 5 contains 45854 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 71966 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18551 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40634 members 
Mstep: Class 14 contains 38851 members 
Mstep: Class 15 contains 52240 members 
Mstep: Class 16 contains 171914 members 
Mstep: Class 17 contains 27095 members 
Mstep: Class 18 contains 5136 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 45872 members 
Mstep: Class 21 contains 52121 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2483 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197729 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241424.000000 Penalty: 92692.289062
Iteration 281Q: 28 clusters Score -1.332414e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 22160 members 
Mstep: Class 4 contains 194897 members 
Mstep: Class 5 contains 45864 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 72002 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18562 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40635 members 
Mstep: Class 14 contains 38864 members 
Mstep: Class 15 contains 52260 members 
Mstep: Class 16 contains 171845 members 
Mstep: Class 17 contains 27095 members 
Mstep: Class 18 contains 5134 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 45883 members 
Mstep: Class 21 contains 52118 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2482 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197627 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241552.000000 Penalty: 92692.289062
Iteration 282Q: 28 clusters Score -1.332416e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 16906 members 
Mstep: Class 3 contains 22167 members 
Mstep: Class 4 contains 194889 members 
Mstep: Class 5 contains 45876 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 72032 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18564 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40638 members 
Mstep: Class 14 contains 38869 members 
Mstep: Class 15 contains 52283 members 
Mstep: Class 16 contains 171789 members 
Mstep: Class 17 contains 27099 members 
Mstep: Class 18 contains 5133 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 45887 members 
Mstep: Class 21 contains 52115 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197547 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241552.000000 Penalty: 92692.289062
Iteration 283Q: 28 clusters Score -1.332416e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 16962 members 
Mstep: Class 3 contains 22176 members 
Mstep: Class 4 contains 194884 members 
Mstep: Class 5 contains 45883 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 72061 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18565 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40641 members 
Mstep: Class 14 contains 38855 members 
Mstep: Class 15 contains 52301 members 
Mstep: Class 16 contains 171775 members 
Mstep: Class 17 contains 27107 members 
Mstep: Class 18 contains 5132 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 20 contains 45896 members 
Mstep: Class 21 contains 52122 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197435 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241704.000000 Penalty: 92692.289062
Iteration 284Q: 28 clusters Score -1.332417e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 17021 members 
Mstep: Class 3 contains 22191 members 
Mstep: Class 4 contains 194873 members 
Mstep: Class 5 contains 45884 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 72096 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18566 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40639 members 
Mstep: Class 14 contains 38840 members 
Mstep: Class 15 contains 52324 members 
Mstep: Class 16 contains 171772 members 
Mstep: Class 17 contains 27111 members 
Mstep: Class 18 contains 5131 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 20 contains 45917 members 
Mstep: Class 21 contains 52121 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197310 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241720.000000 Penalty: 92692.289062
Iteration 285Q: 28 clusters Score -1.332417e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 17078 members 
Mstep: Class 3 contains 22197 members 
Mstep: Class 4 contains 194872 members 
Mstep: Class 5 contains 45888 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72131 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18557 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40635 members 
Mstep: Class 14 contains 38841 members 
Mstep: Class 15 contains 52335 members 
Mstep: Class 16 contains 171778 members 
Mstep: Class 17 contains 27115 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 45931 members 
Mstep: Class 21 contains 52121 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2477 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197192 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241752.000000 Penalty: 92692.289062
Iteration 286Q: 28 clusters Score -1.332418e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 17128 members 
Mstep: Class 3 contains 22203 members 
Mstep: Class 4 contains 194872 members 
Mstep: Class 5 contains 45895 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72125 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40637 members 
Mstep: Class 14 contains 38825 members 
Mstep: Class 15 contains 52347 members 
Mstep: Class 16 contains 171793 members 
Mstep: Class 17 contains 27122 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 45952 members 
Mstep: Class 21 contains 52124 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2475 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 197098 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241720.000000 Penalty: 92692.289062
Iteration 287Q: 28 clusters Score -1.332417e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 17181 members 
Mstep: Class 3 contains 22214 members 
Mstep: Class 4 contains 194869 members 
Mstep: Class 5 contains 45896 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72129 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18561 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 38810 members 
Mstep: Class 15 contains 52365 members 
Mstep: Class 16 contains 171804 members 
Mstep: Class 17 contains 27129 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 45961 members 
Mstep: Class 21 contains 52131 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2475 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196986 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241592.000000 Penalty: 92692.289062
Iteration 288Q: 28 clusters Score -1.332416e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 17235 members 
Mstep: Class 3 contains 22223 members 
Mstep: Class 4 contains 194868 members 
Mstep: Class 5 contains 45901 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72162 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 38791 members 
Mstep: Class 15 contains 52360 members 
Mstep: Class 16 contains 171807 members 
Mstep: Class 17 contains 27135 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 45969 members 
Mstep: Class 21 contains 52128 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2475 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196874 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241624.000000 Penalty: 92692.289062
Iteration 289Q: 28 clusters Score -1.332416e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 17292 members 
Mstep: Class 3 contains 22225 members 
Mstep: Class 4 contains 194867 members 
Mstep: Class 5 contains 45914 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72185 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18583 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40663 members 
Mstep: Class 14 contains 38767 members 
Mstep: Class 15 contains 52373 members 
Mstep: Class 16 contains 171780 members 
Mstep: Class 17 contains 27137 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 45991 members 
Mstep: Class 21 contains 52129 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2473 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196774 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241640.000000 Penalty: 92692.289062
Iteration 290Q: 28 clusters Score -1.332416e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 17354 members 
Mstep: Class 3 contains 22226 members 
Mstep: Class 4 contains 194869 members 
Mstep: Class 5 contains 45924 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72194 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18598 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40675 members 
Mstep: Class 14 contains 38759 members 
Mstep: Class 15 contains 52378 members 
Mstep: Class 16 contains 171744 members 
Mstep: Class 17 contains 27140 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 46012 members 
Mstep: Class 21 contains 52129 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2473 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196680 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241696.000000 Penalty: 92692.289062
Iteration 291Q: 28 clusters Score -1.332417e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 22231 members 
Mstep: Class 4 contains 194865 members 
Mstep: Class 5 contains 45944 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72196 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40682 members 
Mstep: Class 14 contains 38753 members 
Mstep: Class 15 contains 52377 members 
Mstep: Class 16 contains 171658 members 
Mstep: Class 17 contains 27152 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 46049 members 
Mstep: Class 21 contains 52143 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2472 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196613 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241696.000000 Penalty: 92692.289062
Iteration 292Q: 28 clusters Score -1.332417e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 17460 members 
Mstep: Class 3 contains 22236 members 
Mstep: Class 4 contains 194862 members 
Mstep: Class 5 contains 45959 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72213 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18613 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40682 members 
Mstep: Class 14 contains 38747 members 
Mstep: Class 15 contains 52373 members 
Mstep: Class 16 contains 171557 members 
Mstep: Class 17 contains 27169 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 46070 members 
Mstep: Class 21 contains 52157 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2471 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196587 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241680.000000 Penalty: 92692.289062
Iteration 293Q: 28 clusters Score -1.332417e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 17513 members 
Mstep: Class 3 contains 22237 members 
Mstep: Class 4 contains 194858 members 
Mstep: Class 5 contains 45971 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72217 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18632 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40686 members 
Mstep: Class 14 contains 38741 members 
Mstep: Class 15 contains 52376 members 
Mstep: Class 16 contains 171448 members 
Mstep: Class 17 contains 27178 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 46093 members 
Mstep: Class 21 contains 52178 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196563 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241624.000000 Penalty: 92692.289062
Iteration 294Q: 28 clusters Score -1.332416e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 17559 members 
Mstep: Class 3 contains 22242 members 
Mstep: Class 4 contains 194858 members 
Mstep: Class 5 contains 45984 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72220 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18653 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40686 members 
Mstep: Class 14 contains 38730 members 
Mstep: Class 15 contains 52377 members 
Mstep: Class 16 contains 171356 members 
Mstep: Class 17 contains 27196 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 46107 members 
Mstep: Class 21 contains 52183 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2468 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196541 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241608.000000 Penalty: 92692.289062
Iteration 295Q: 28 clusters Score -1.332416e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 17627 members 
Mstep: Class 3 contains 22252 members 
Mstep: Class 4 contains 194856 members 
Mstep: Class 5 contains 46000 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72216 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18674 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40686 members 
Mstep: Class 14 contains 38727 members 
Mstep: Class 15 contains 52372 members 
Mstep: Class 16 contains 171246 members 
Mstep: Class 17 contains 27215 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 46124 members 
Mstep: Class 21 contains 52174 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196525 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241648.000000 Penalty: 92692.289062
Iteration 296Q: 28 clusters Score -1.332416e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 17698 members 
Mstep: Class 3 contains 22262 members 
Mstep: Class 4 contains 194850 members 
Mstep: Class 5 contains 46013 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72222 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18700 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40681 members 
Mstep: Class 14 contains 38723 members 
Mstep: Class 15 contains 52378 members 
Mstep: Class 16 contains 171126 members 
Mstep: Class 17 contains 27228 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 46128 members 
Mstep: Class 21 contains 52180 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196508 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241576.000000 Penalty: 92692.289062
Iteration 297Q: 28 clusters Score -1.332416e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 17763 members 
Mstep: Class 3 contains 22276 members 
Mstep: Class 4 contains 194842 members 
Mstep: Class 5 contains 46015 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72251 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18711 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40674 members 
Mstep: Class 14 contains 38720 members 
Mstep: Class 15 contains 52379 members 
Mstep: Class 16 contains 171021 members 
Mstep: Class 17 contains 27232 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 46130 members 
Mstep: Class 21 contains 52190 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196488 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241696.000000 Penalty: 92692.289062
Iteration 298Q: 28 clusters Score -1.332417e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 17814 members 
Mstep: Class 3 contains 22289 members 
Mstep: Class 4 contains 194844 members 
Mstep: Class 5 contains 46025 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72273 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18717 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40667 members 
Mstep: Class 14 contains 38730 members 
Mstep: Class 15 contains 52386 members 
Mstep: Class 16 contains 170935 members 
Mstep: Class 17 contains 27242 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 46140 members 
Mstep: Class 21 contains 52206 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2471 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196427 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241584.000000 Penalty: 92692.289062
Iteration 299Q: 28 clusters Score -1.332416e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 17883 members 
Mstep: Class 3 contains 22305 members 
Mstep: Class 4 contains 194836 members 
Mstep: Class 5 contains 46033 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72307 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18727 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40659 members 
Mstep: Class 14 contains 38724 members 
Mstep: Class 15 contains 52390 members 
Mstep: Class 16 contains 170866 members 
Mstep: Class 17 contains 27240 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 9310 members 
Mstep: Class 20 contains 46147 members 
Mstep: Class 21 contains 52222 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2471 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196359 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241752.000000 Penalty: 92692.289062
Iteration 300F: 28 clusters Score -1.332418e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 17962 members 
Mstep: Class 3 contains 22313 members 
Mstep: Class 4 contains 194834 members 
Mstep: Class 5 contains 46041 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72352 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18742 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40657 members 
Mstep: Class 14 contains 38727 members 
Mstep: Class 15 contains 52390 members 
Mstep: Class 16 contains 170797 members 
Mstep: Class 17 contains 27247 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 9309 members 
Mstep: Class 20 contains 46153 members 
Mstep: Class 21 contains 52226 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2471 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196261 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241744.000000 Penalty: 92692.289062
Iteration 301Q: 28 clusters Score -1.332417e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 18037 members 
Mstep: Class 3 contains 22319 members 
Mstep: Class 4 contains 194832 members 
Mstep: Class 5 contains 46054 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 72397 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18743 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 38728 members 
Mstep: Class 15 contains 52388 members 
Mstep: Class 16 contains 170699 members 
Mstep: Class 17 contains 27252 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 46169 members 
Mstep: Class 21 contains 52225 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196205 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241752.000000 Penalty: 92692.289062
Iteration 302Q: 28 clusters Score -1.332418e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 18107 members 
Mstep: Class 3 contains 22328 members 
Mstep: Class 4 contains 194825 members 
Mstep: Class 5 contains 46072 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72433 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18746 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40654 members 
Mstep: Class 14 contains 38729 members 
Mstep: Class 15 contains 52372 members 
Mstep: Class 16 contains 170629 members 
Mstep: Class 17 contains 27243 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 46185 members 
Mstep: Class 21 contains 52227 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196153 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241888.000000 Penalty: 92692.289062
Iteration 303Q: 28 clusters Score -1.332419e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 18177 members 
Mstep: Class 3 contains 22336 members 
Mstep: Class 4 contains 194818 members 
Mstep: Class 5 contains 46079 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72464 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18746 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40652 members 
Mstep: Class 14 contains 38734 members 
Mstep: Class 15 contains 52361 members 
Mstep: Class 16 contains 170557 members 
Mstep: Class 17 contains 27247 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 46208 members 
Mstep: Class 21 contains 52235 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196094 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241728.000000 Penalty: 92692.289062
Iteration 304Q: 28 clusters Score -1.332417e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 18242 members 
Mstep: Class 3 contains 22341 members 
Mstep: Class 4 contains 194815 members 
Mstep: Class 5 contains 46105 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72501 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38734 members 
Mstep: Class 15 contains 52338 members 
Mstep: Class 16 contains 170441 members 
Mstep: Class 17 contains 27255 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 20 contains 46233 members 
Mstep: Class 21 contains 52245 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196055 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241600.000000 Penalty: 92692.289062
Iteration 305Q: 28 clusters Score -1.332416e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 18307 members 
Mstep: Class 3 contains 22354 members 
Mstep: Class 4 contains 194808 members 
Mstep: Class 5 contains 46121 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72531 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18748 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40644 members 
Mstep: Class 14 contains 38737 members 
Mstep: Class 15 contains 52313 members 
Mstep: Class 16 contains 170313 members 
Mstep: Class 17 contains 27273 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 9310 members 
Mstep: Class 20 contains 46253 members 
Mstep: Class 21 contains 52262 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196047 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241688.000000 Penalty: 92692.289062
Iteration 306Q: 28 clusters Score -1.332417e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 18376 members 
Mstep: Class 3 contains 22365 members 
Mstep: Class 4 contains 194807 members 
Mstep: Class 5 contains 46132 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 72555 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18745 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40644 members 
Mstep: Class 14 contains 38729 members 
Mstep: Class 15 contains 52294 members 
Mstep: Class 16 contains 170195 members 
Mstep: Class 17 contains 27279 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 9310 members 
Mstep: Class 20 contains 46270 members 
Mstep: Class 21 contains 52281 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 196035 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241552.000000 Penalty: 92692.289062
Iteration 307Q: 28 clusters Score -1.332416e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 18445 members 
Mstep: Class 3 contains 22371 members 
Mstep: Class 4 contains 194796 members 
Mstep: Class 5 contains 46141 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72594 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18746 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40644 members 
Mstep: Class 14 contains 38723 members 
Mstep: Class 15 contains 52290 members 
Mstep: Class 16 contains 170091 members 
Mstep: Class 17 contains 27282 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 9308 members 
Mstep: Class 20 contains 46288 members 
Mstep: Class 21 contains 52299 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195997 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241456.000000 Penalty: 92692.289062
Iteration 308Q: 28 clusters Score -1.332415e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 18519 members 
Mstep: Class 3 contains 22378 members 
Mstep: Class 4 contains 194783 members 
Mstep: Class 5 contains 46161 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72618 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18750 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40639 members 
Mstep: Class 14 contains 38721 members 
Mstep: Class 15 contains 52279 members 
Mstep: Class 16 contains 169982 members 
Mstep: Class 17 contains 27288 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 9306 members 
Mstep: Class 20 contains 46309 members 
Mstep: Class 21 contains 52310 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195972 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241648.000000 Penalty: 92692.289062
Iteration 309Q: 28 clusters Score -1.332416e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 18586 members 
Mstep: Class 3 contains 22390 members 
Mstep: Class 4 contains 194776 members 
Mstep: Class 5 contains 46170 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72642 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18745 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40635 members 
Mstep: Class 14 contains 38715 members 
Mstep: Class 15 contains 52266 members 
Mstep: Class 16 contains 169902 members 
Mstep: Class 17 contains 27301 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 9305 members 
Mstep: Class 20 contains 46325 members 
Mstep: Class 21 contains 52309 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195945 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241440.000000 Penalty: 92692.289062
Iteration 310Q: 28 clusters Score -1.332414e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 18649 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 194767 members 
Mstep: Class 5 contains 46182 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72659 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 40630 members 
Mstep: Class 14 contains 38713 members 
Mstep: Class 15 contains 52261 members 
Mstep: Class 16 contains 169798 members 
Mstep: Class 17 contains 27312 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 9305 members 
Mstep: Class 20 contains 46335 members 
Mstep: Class 21 contains 52323 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2468 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195926 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241552.000000 Penalty: 92692.289062
Iteration 311Q: 28 clusters Score -1.332416e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 18707 members 
Mstep: Class 3 contains 22405 members 
Mstep: Class 4 contains 194757 members 
Mstep: Class 5 contains 46193 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72662 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18749 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 40636 members 
Mstep: Class 14 contains 38716 members 
Mstep: Class 15 contains 52259 members 
Mstep: Class 16 contains 169719 members 
Mstep: Class 17 contains 27330 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 20 contains 46356 members 
Mstep: Class 21 contains 52324 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2468 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195888 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241600.000000 Penalty: 92692.289062
Iteration 312Q: 28 clusters Score -1.332416e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 18764 members 
Mstep: Class 3 contains 22409 members 
Mstep: Class 4 contains 194749 members 
Mstep: Class 5 contains 46208 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72677 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 40638 members 
Mstep: Class 14 contains 38725 members 
Mstep: Class 15 contains 52251 members 
Mstep: Class 16 contains 169619 members 
Mstep: Class 17 contains 27348 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 20 contains 46379 members 
Mstep: Class 21 contains 52343 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195847 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241952.000000 Penalty: 92692.289062
Iteration 313Q: 28 clusters Score -1.33242e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 18827 members 
Mstep: Class 3 contains 22411 members 
Mstep: Class 4 contains 194744 members 
Mstep: Class 5 contains 46234 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72691 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 40636 members 
Mstep: Class 14 contains 38725 members 
Mstep: Class 15 contains 52251 members 
Mstep: Class 16 contains 169524 members 
Mstep: Class 17 contains 27366 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 20 contains 46397 members 
Mstep: Class 21 contains 52354 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195797 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241792.000000 Penalty: 92692.289062
Iteration 314Q: 28 clusters Score -1.332418e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 18868 members 
Mstep: Class 3 contains 22418 members 
Mstep: Class 4 contains 194735 members 
Mstep: Class 5 contains 46258 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72720 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18738 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 40636 members 
Mstep: Class 14 contains 38727 members 
Mstep: Class 15 contains 52238 members 
Mstep: Class 16 contains 169463 members 
Mstep: Class 17 contains 27383 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 9305 members 
Mstep: Class 20 contains 46416 members 
Mstep: Class 21 contains 52362 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195744 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241848.000000 Penalty: 92692.289062
Iteration 315Q: 28 clusters Score -1.332418e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 22426 members 
Mstep: Class 4 contains 194735 members 
Mstep: Class 5 contains 46279 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72760 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18744 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 38736 members 
Mstep: Class 15 contains 52222 members 
Mstep: Class 16 contains 169361 members 
Mstep: Class 17 contains 27384 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 9305 members 
Mstep: Class 20 contains 46430 members 
Mstep: Class 21 contains 52369 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195706 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241848.000000 Penalty: 92692.289062
Iteration 316Q: 28 clusters Score -1.332418e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 18953 members 
Mstep: Class 3 contains 22435 members 
Mstep: Class 4 contains 194736 members 
Mstep: Class 5 contains 46293 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72805 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38740 members 
Mstep: Class 15 contains 52207 members 
Mstep: Class 16 contains 169248 members 
Mstep: Class 17 contains 27385 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 20 contains 46436 members 
Mstep: Class 21 contains 52377 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195700 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241688.000000 Penalty: 92692.289062
Iteration 317Q: 28 clusters Score -1.332417e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 22437 members 
Mstep: Class 4 contains 194732 members 
Mstep: Class 5 contains 46310 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72842 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40659 members 
Mstep: Class 14 contains 38749 members 
Mstep: Class 15 contains 52201 members 
Mstep: Class 16 contains 169115 members 
Mstep: Class 17 contains 27392 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 9301 members 
Mstep: Class 20 contains 46448 members 
Mstep: Class 21 contains 52387 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195691 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241696.000000 Penalty: 92692.289062
Iteration 318Q: 28 clusters Score -1.332417e+08 nChanged 609
Entering ConstructFrom: 
Score: -133241696.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -598295.000000 Penalty: 2098.811035
	Iteration 0F: 2 clusters Score -598295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -594025.812500 Penalty: 4197.622070
	Iteration 0F: 3 clusters Score -594025.8 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -595410.125000 Penalty: 4197.622070
	Iteration 1F: 3 clusters Score -595410.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -595974.687500 Penalty: 4197.622070
	Iteration 2F: 3 clusters Score -595974.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -596505.562500 Penalty: 4197.622070
	Iteration 3F: 3 clusters Score -596505.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -597036.250000 Penalty: 4197.622070
	Iteration 4F: 3 clusters Score -597036.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -597398.687500 Penalty: 4197.622070
	Iteration 5F: 3 clusters Score -597398.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -597651.687500 Penalty: 4197.622070
	Iteration 6Q: 3 clusters Score -597651.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -597839.687500 Penalty: 4197.622070
	Iteration 7Q: 3 clusters Score -597839.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -597980.125000 Penalty: 4197.622070
	Iteration 8Q: 3 clusters Score -597980.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -598080.187500 Penalty: 4197.622070
	Iteration 9Q: 3 clusters Score -598080.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -598143.187500 Penalty: 4197.622070
	Iteration 10Q: 3 clusters Score -598143.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -598192.500000 Penalty: 4197.622070
	Iteration 11Q: 3 clusters Score -598192.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -598228.812500 Penalty: 4197.622070
	Iteration 12Q: 3 clusters Score -598228.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -598260.625000 Penalty: 4197.622070
	Iteration 13Q: 3 clusters Score -598260.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -598272.937500 Penalty: 4197.622070
	Iteration 14Q: 3 clusters Score -598272.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -598286.812500 Penalty: 4197.622070
	Iteration 15Q: 3 clusters Score -598286.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -598299.000000 Penalty: 4197.622070
	Iteration 16Q: 3 clusters Score -598299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -598307.062500 Penalty: 4197.622070
	Iteration 17Q: 3 clusters Score -598307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -598311.625000 Penalty: 4197.622070
	Iteration 18Q: 3 clusters Score -598311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -598313.000000 Penalty: 4197.622070
	Iteration 19Q: 3 clusters Score -598313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -598313.625000 Penalty: 4197.622070
	Iteration 20F: 3 clusters Score -598313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -598313.875000 Penalty: 4197.622070
	Iteration 21Q: 3 clusters Score -598313.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -598313.875000 Penalty: 4197.622070
	Iteration 22F: 3 clusters Score -598313.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19041 members 
Mstep: Class 3 contains 22440 members 
Mstep: Class 4 contains 194727 members 
Mstep: Class 5 contains 46319 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72886 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40660 members 
Mstep: Class 14 contains 38751 members 
Mstep: Class 15 contains 52206 members 
Mstep: Class 16 contains 168989 members 
Mstep: Class 17 contains 27397 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 52397 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195697 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 2940 members 
Entering Unmasked Estep 
Score: -133240312.000000 Penalty: 96125.335938
Splitting cluster 1 changes total score from -133241696.000000 to -133240312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (19041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Entering Unmasked Estep 
Score: -2567923.500000 Penalty: 2443.878906
	Iteration 0F: 2 clusters Score -2567924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2554282.750000 Penalty: 4887.757812
	Iteration 0F: 3 clusters Score -2554283 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2558742.250000 Penalty: 4887.757812
	Iteration 1F: 3 clusters Score -2558742 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2559289.250000 Penalty: 4887.757812
	Iteration 2F: 3 clusters Score -2559289 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2559896.750000 Penalty: 4887.757812
	Iteration 3F: 3 clusters Score -2559897 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2560665.250000 Penalty: 4887.757812
	Iteration 4F: 3 clusters Score -2560665 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2561670.250000 Penalty: 4887.757812
	Iteration 5F: 3 clusters Score -2561670 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2562918.500000 Penalty: 4887.757812
	Iteration 6F: 3 clusters Score -2562918 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2564199.000000 Penalty: 4887.757812
	Iteration 7F: 3 clusters Score -2564199 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2565225.250000 Penalty: 4887.757812
	Iteration 8F: 3 clusters Score -2565225 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2565848.000000 Penalty: 4887.757812
	Iteration 9Q: 3 clusters Score -2565848 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2566235.000000 Penalty: 4887.757812
	Iteration 10Q: 3 clusters Score -2566235 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2566469.250000 Penalty: 4887.757812
	Iteration 11Q: 3 clusters Score -2566469 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2566616.750000 Penalty: 4887.757812
	Iteration 12Q: 3 clusters Score -2566617 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2566688.000000 Penalty: 4887.757812
	Iteration 13Q: 3 clusters Score -2566688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2566724.000000 Penalty: 4887.757812
	Iteration 14Q: 3 clusters Score -2566724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2566738.500000 Penalty: 4887.757812
	Iteration 15Q: 3 clusters Score -2566738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2566743.000000 Penalty: 4887.757812
	Iteration 16Q: 3 clusters Score -2566743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2566758.250000 Penalty: 4887.757812
	Iteration 17Q: 3 clusters Score -2566758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2566765.000000 Penalty: 4887.757812
	Iteration 18Q: 3 clusters Score -2566765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2566770.750000 Penalty: 4887.757812
	Iteration 19Q: 3 clusters Score -2566771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2566779.750000 Penalty: 4887.757812
	Iteration 20F: 3 clusters Score -2566780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2566785.500000 Penalty: 4887.757812
	Iteration 21Q: 3 clusters Score -2566786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2566789.250000 Penalty: 4887.757812
	Iteration 22Q: 3 clusters Score -2566789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2566792.000000 Penalty: 4887.757812
	Iteration 23Q: 3 clusters Score -2566792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2566793.750000 Penalty: 4887.757812
	Iteration 24Q: 3 clusters Score -2566794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2566796.500000 Penalty: 4887.757812
	Iteration 25Q: 3 clusters Score -2566796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2566798.000000 Penalty: 4887.757812
	Iteration 26Q: 3 clusters Score -2566798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2566797.500000 Penalty: 4887.757812
	Iteration 27Q: 3 clusters Score -2566798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2566797.500000 Penalty: 4887.757812
	Iteration 28Q: 3 clusters Score -2566798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2566797.500000 Penalty: 4887.757812
	Iteration 29F: 3 clusters Score -2566798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Entering Unmasked Estep 
Score: -2798916.750000 Penalty: 2484.612793
	Iteration 0F: 2 clusters Score -2798917 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 11195 members 
Entering Unmasked Estep 
Score: -2783389.500000 Penalty: 4969.225586
	Iteration 0F: 3 clusters Score -2783390 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2788856.500000 Penalty: 4969.225586
	Iteration 1F: 3 clusters Score -2788856 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2789274.000000 Penalty: 4969.225586
	Iteration 2Q: 3 clusters Score -2789274 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2789675.750000 Penalty: 4969.225586
	Iteration 3Q: 3 clusters Score -2789676 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2789999.750000 Penalty: 4969.225586
	Iteration 4Q: 3 clusters Score -2790000 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2790332.750000 Penalty: 4969.225586
	Iteration 5Q: 3 clusters Score -2790333 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2790694.750000 Penalty: 4969.225586
	Iteration 6Q: 3 clusters Score -2790695 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2791081.000000 Penalty: 4969.225586
	Iteration 7Q: 3 clusters Score -2791081 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2791510.500000 Penalty: 4969.225586
	Iteration 8Q: 3 clusters Score -2791510 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2792003.000000 Penalty: 4969.225586
	Iteration 9Q: 3 clusters Score -2792003 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2792484.250000 Penalty: 4969.225586
	Iteration 10Q: 3 clusters Score -2792484 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2793027.000000 Penalty: 4969.225586
	Iteration 11Q: 3 clusters Score -2793027 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2793494.500000 Penalty: 4969.225586
	Iteration 12Q: 3 clusters Score -2793494 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2793954.500000 Penalty: 4969.225586
	Iteration 13Q: 3 clusters Score -2793954 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2794321.750000 Penalty: 4969.225586
	Iteration 14Q: 3 clusters Score -2794322 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2794624.500000 Penalty: 4969.225586
	Iteration 15Q: 3 clusters Score -2794624 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2794847.500000 Penalty: 4969.225586
	Iteration 16Q: 3 clusters Score -2794848 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2795049.500000 Penalty: 4969.225586
	Iteration 17Q: 3 clusters Score -2795050 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2795221.250000 Penalty: 4969.225586
	Iteration 18Q: 3 clusters Score -2795221 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2795382.750000 Penalty: 4969.225586
	Iteration 19Q: 3 clusters Score -2795383 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2795527.500000 Penalty: 4969.225586
	Iteration 20F: 3 clusters Score -2795528 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2795665.750000 Penalty: 4969.225586
	Iteration 21Q: 3 clusters Score -2795666 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2795804.500000 Penalty: 4969.225586
	Iteration 22Q: 3 clusters Score -2795804 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2795930.000000 Penalty: 4969.225586
	Iteration 23Q: 3 clusters Score -2795930 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2796018.000000 Penalty: 4969.225586
	Iteration 24Q: 3 clusters Score -2796018 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2796107.250000 Penalty: 4969.225586
	Iteration 25Q: 3 clusters Score -2796107 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2796166.500000 Penalty: 4969.225586
	Iteration 26Q: 3 clusters Score -2796166 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2796226.250000 Penalty: 4969.225586
	Iteration 27Q: 3 clusters Score -2796226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2796270.250000 Penalty: 4969.225586
	Iteration 28Q: 3 clusters Score -2796270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2796318.750000 Penalty: 4969.225586
	Iteration 29Q: 3 clusters Score -2796319 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2796348.000000 Penalty: 4969.225586
	Iteration 30Q: 3 clusters Score -2796348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2796395.750000 Penalty: 4969.225586
	Iteration 31Q: 3 clusters Score -2796396 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2796439.250000 Penalty: 4969.225586
	Iteration 32Q: 3 clusters Score -2796439 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2796474.250000 Penalty: 4969.225586
	Iteration 33Q: 3 clusters Score -2796474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2796513.000000 Penalty: 4969.225586
	Iteration 34Q: 3 clusters Score -2796513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2796547.000000 Penalty: 4969.225586
	Iteration 35Q: 3 clusters Score -2796547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2796584.750000 Penalty: 4969.225586
	Iteration 36Q: 3 clusters Score -2796585 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2796609.750000 Penalty: 4969.225586
	Iteration 37Q: 3 clusters Score -2796610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2796636.500000 Penalty: 4969.225586
	Iteration 38Q: 3 clusters Score -2796636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2796656.250000 Penalty: 4969.225586
	Iteration 39Q: 3 clusters Score -2796656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2796677.500000 Penalty: 4969.225586
	Iteration 40F: 3 clusters Score -2796678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2796702.750000 Penalty: 4969.225586
	Iteration 41Q: 3 clusters Score -2796703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2796722.250000 Penalty: 4969.225586
	Iteration 42Q: 3 clusters Score -2796722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2796734.750000 Penalty: 4969.225586
	Iteration 43Q: 3 clusters Score -2796735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2796759.000000 Penalty: 4969.225586
	Iteration 44Q: 3 clusters Score -2796759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2796791.750000 Penalty: 4969.225586
	Iteration 45Q: 3 clusters Score -2796792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2796814.000000 Penalty: 4969.225586
	Iteration 46Q: 3 clusters Score -2796814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2796829.250000 Penalty: 4969.225586
	Iteration 47Q: 3 clusters Score -2796829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2796847.500000 Penalty: 4969.225586
	Iteration 48Q: 3 clusters Score -2796848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2796867.750000 Penalty: 4969.225586
	Iteration 49Q: 3 clusters Score -2796868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2796884.500000 Penalty: 4969.225586
	Iteration 50Q: 3 clusters Score -2796884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2796888.750000 Penalty: 4969.225586
	Iteration 51Q: 3 clusters Score -2796889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2796897.750000 Penalty: 4969.225586
	Iteration 52Q: 3 clusters Score -2796898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2796916.500000 Penalty: 4969.225586
	Iteration 53Q: 3 clusters Score -2796916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2796930.250000 Penalty: 4969.225586
	Iteration 54Q: 3 clusters Score -2796930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2796943.000000 Penalty: 4969.225586
	Iteration 55Q: 3 clusters Score -2796943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2796953.250000 Penalty: 4969.225586
	Iteration 56Q: 3 clusters Score -2796953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2796958.750000 Penalty: 4969.225586
	Iteration 57Q: 3 clusters Score -2796959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2796974.750000 Penalty: 4969.225586
	Iteration 58Q: 3 clusters Score -2796975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2796983.250000 Penalty: 4969.225586
	Iteration 59Q: 3 clusters Score -2796983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2796996.000000 Penalty: 4969.225586
	Iteration 60F: 3 clusters Score -2796996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2797000.000000 Penalty: 4969.225586
	Iteration 61Q: 3 clusters Score -2797000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2797010.500000 Penalty: 4969.225586
	Iteration 62Q: 3 clusters Score -2797010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2797011.750000 Penalty: 4969.225586
	Iteration 63Q: 3 clusters Score -2797012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2797011.000000 Penalty: 4969.225586
	Iteration 64Q: 3 clusters Score -2797011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2797016.500000 Penalty: 4969.225586
	Iteration 65Q: 3 clusters Score -2797016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2797022.750000 Penalty: 4969.225586
	Iteration 66Q: 3 clusters Score -2797023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2797021.250000 Penalty: 4969.225586
	Iteration 67Q: 3 clusters Score -2797021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2797022.500000 Penalty: 4969.225586
	Iteration 68Q: 3 clusters Score -2797022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2797023.500000 Penalty: 4969.225586
	Iteration 69Q: 3 clusters Score -2797024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2797023.250000 Penalty: 4969.225586
	Iteration 70Q: 3 clusters Score -2797023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2797026.000000 Penalty: 4969.225586
	Iteration 71Q: 3 clusters Score -2797026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2797029.500000 Penalty: 4969.225586
	Iteration 72Q: 3 clusters Score -2797030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2797030.500000 Penalty: 4969.225586
	Iteration 73Q: 3 clusters Score -2797030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2797032.250000 Penalty: 4969.225586
	Iteration 74Q: 3 clusters Score -2797032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2797036.000000 Penalty: 4969.225586
	Iteration 75Q: 3 clusters Score -2797036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2797042.000000 Penalty: 4969.225586
	Iteration 76Q: 3 clusters Score -2797042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2797041.750000 Penalty: 4969.225586
	Iteration 77Q: 3 clusters Score -2797042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2797044.000000 Penalty: 4969.225586
	Iteration 78Q: 3 clusters Score -2797044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2797046.000000 Penalty: 4969.225586
	Iteration 79Q: 3 clusters Score -2797046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2797044.750000 Penalty: 4969.225586
	Iteration 80F: 3 clusters Score -2797045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2797047.750000 Penalty: 4969.225586
	Iteration 81Q: 3 clusters Score -2797048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2797053.000000 Penalty: 4969.225586
	Iteration 82Q: 3 clusters Score -2797053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2797053.000000 Penalty: 4969.225586
	Iteration 83Q: 3 clusters Score -2797053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2797057.750000 Penalty: 4969.225586
	Iteration 84Q: 3 clusters Score -2797058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2797058.000000 Penalty: 4969.225586
	Iteration 85Q: 3 clusters Score -2797058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2797059.750000 Penalty: 4969.225586
	Iteration 86Q: 3 clusters Score -2797060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2797057.000000 Penalty: 4969.225586
	Iteration 87Q: 3 clusters Score -2797057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2797060.500000 Penalty: 4969.225586
	Iteration 88Q: 3 clusters Score -2797060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2797062.250000 Penalty: 4969.225586
	Iteration 89Q: 3 clusters Score -2797062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2797062.250000 Penalty: 4969.225586
	Iteration 90Q: 3 clusters Score -2797062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2797062.250000 Penalty: 4969.225586
	Iteration 91F: 3 clusters Score -2797062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194727 members 
Entering Unmasked Estep 
Score: -25743414.000000 Penalty: 3020.479736
	Iteration 0F: 2 clusters Score -2.574341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -25635284.000000 Penalty: 6040.959473
	Iteration 0F: 3 clusters Score -2.563528e+07 nChanged 93277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 93770 members 
Entering Unmasked Estep 
Score: -25689326.000000 Penalty: 6040.959473
	Iteration 1F: 3 clusters Score -2.568933e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103437 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -25690234.000000 Penalty: 6040.959473
	Iteration 2Q: 3 clusters Score -2.569023e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -25691492.000000 Penalty: 6040.959473
	Iteration 3Q: 3 clusters Score -2.569149e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112706 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -25693568.000000 Penalty: 6040.959473
	Iteration 4Q: 3 clusters Score -2.569357e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121309 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -25697240.000000 Penalty: 6040.959473
	Iteration 5Q: 3 clusters Score -2.569724e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133576 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -25704144.000000 Penalty: 6040.959473
	Iteration 6F: 3 clusters Score -2.570414e+07 nChanged 15621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -25714390.000000 Penalty: 6040.959473
	Iteration 7F: 3 clusters Score -2.571439e+07 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165253 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -25727730.000000 Penalty: 6040.959473
	Iteration 8F: 3 clusters Score -2.572773e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178656 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -25736002.000000 Penalty: 6040.959473
	Iteration 9F: 3 clusters Score -2.5736e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186771 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -25739280.000000 Penalty: 6040.959473
	Iteration 10Q: 3 clusters Score -2.573928e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190606 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -25740422.000000 Penalty: 6040.959473
	Iteration 11Q: 3 clusters Score -2.574042e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192287 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -25740792.000000 Penalty: 6040.959473
	Iteration 12Q: 3 clusters Score -2.574079e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192995 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -25740912.000000 Penalty: 6040.959473
	Iteration 13Q: 3 clusters Score -2.574091e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193319 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -25741022.000000 Penalty: 6040.959473
	Iteration 14Q: 3 clusters Score -2.574102e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193465 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -25741098.000000 Penalty: 6040.959473
	Iteration 15Q: 3 clusters Score -2.57411e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193559 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -25741156.000000 Penalty: 6040.959473
	Iteration 16Q: 3 clusters Score -2.574116e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193619 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -25741166.000000 Penalty: 6040.959473
	Iteration 17Q: 3 clusters Score -2.574117e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193675 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -25741220.000000 Penalty: 6040.959473
	Iteration 18Q: 3 clusters Score -2.574122e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193717 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -25741236.000000 Penalty: 6040.959473
	Iteration 19Q: 3 clusters Score -2.574124e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193742 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -25741240.000000 Penalty: 6040.959473
	Iteration 20F: 3 clusters Score -2.574124e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193757 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -25741252.000000 Penalty: 6040.959473
	Iteration 21Q: 3 clusters Score -2.574125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193772 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -25741278.000000 Penalty: 6040.959473
	Iteration 22Q: 3 clusters Score -2.574128e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193780 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -25741292.000000 Penalty: 6040.959473
	Iteration 23Q: 3 clusters Score -2.574129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193790 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -25741296.000000 Penalty: 6040.959473
	Iteration 24Q: 3 clusters Score -2.57413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193801 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -25741306.000000 Penalty: 6040.959473
	Iteration 25Q: 3 clusters Score -2.574131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193806 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -25741312.000000 Penalty: 6040.959473
	Iteration 26Q: 3 clusters Score -2.574131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193806 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -25741296.000000 Penalty: 6040.959473
	Iteration 27Q: 3 clusters Score -2.57413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193808 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -25741302.000000 Penalty: 6040.959473
	Iteration 28Q: 3 clusters Score -2.57413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193805 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -25741310.000000 Penalty: 6040.959473
	Iteration 29Q: 3 clusters Score -2.574131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193807 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -25741298.000000 Penalty: 6040.959473
	Iteration 30Q: 3 clusters Score -2.57413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193819 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -25741270.000000 Penalty: 6040.959473
	Iteration 31Q: 3 clusters Score -2.574127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193833 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -25741304.000000 Penalty: 6040.959473
	Iteration 32Q: 3 clusters Score -2.57413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193837 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -25741330.000000 Penalty: 6040.959473
	Iteration 33Q: 3 clusters Score -2.574133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193839 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -25741318.000000 Penalty: 6040.959473
	Iteration 34Q: 3 clusters Score -2.574132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193837 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -25741330.000000 Penalty: 6040.959473
	Iteration 35Q: 3 clusters Score -2.574133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193834 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -25741338.000000 Penalty: 6040.959473
	Iteration 36Q: 3 clusters Score -2.574134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193834 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -25741328.000000 Penalty: 6040.959473
	Iteration 37Q: 3 clusters Score -2.574133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193835 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -25741366.000000 Penalty: 6040.959473
	Iteration 38Q: 3 clusters Score -2.574137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193836 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -25741364.000000 Penalty: 6040.959473
	Iteration 39Q: 3 clusters Score -2.574136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193839 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -25741388.000000 Penalty: 6040.959473
	Iteration 40F: 3 clusters Score -2.574139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193843 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -25741376.000000 Penalty: 6040.959473
	Iteration 41Q: 3 clusters Score -2.574138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193843 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -25741402.000000 Penalty: 6040.959473
	Iteration 42Q: 3 clusters Score -2.57414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193848 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -25741394.000000 Penalty: 6040.959473
	Iteration 43Q: 3 clusters Score -2.574139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193856 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -25741376.000000 Penalty: 6040.959473
	Iteration 44Q: 3 clusters Score -2.574138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193858 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -25741386.000000 Penalty: 6040.959473
	Iteration 45Q: 3 clusters Score -2.574139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193861 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -25741392.000000 Penalty: 6040.959473
	Iteration 46Q: 3 clusters Score -2.574139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193862 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -25741374.000000 Penalty: 6040.959473
	Iteration 47Q: 3 clusters Score -2.574137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193864 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -25741412.000000 Penalty: 6040.959473
	Iteration 48Q: 3 clusters Score -2.574141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193869 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25741420.000000 Penalty: 6040.959473
	Iteration 49Q: 3 clusters Score -2.574142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193869 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25741438.000000 Penalty: 6040.959473
	Iteration 50Q: 3 clusters Score -2.574144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193870 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25741416.000000 Penalty: 6040.959473
	Iteration 51Q: 3 clusters Score -2.574142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193869 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25741432.000000 Penalty: 6040.959473
	Iteration 52Q: 3 clusters Score -2.574143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193870 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25741446.000000 Penalty: 6040.959473
	Iteration 53Q: 3 clusters Score -2.574145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193869 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25741432.000000 Penalty: 6040.959473
	Iteration 54Q: 3 clusters Score -2.574143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193869 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25741432.000000 Penalty: 6040.959473
	Iteration 55F: 3 clusters Score -2.574143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Entering Unmasked Estep 
Score: -6172857.000000 Penalty: 2664.340088
	Iteration 0F: 2 clusters Score -6172857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -6141555.500000 Penalty: 5328.680176
	Iteration 0F: 3 clusters Score -6141556 nChanged 21364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -6153452.500000 Penalty: 5328.680176
	Iteration 1F: 3 clusters Score -6153452 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -6154071.000000 Penalty: 5328.680176
	Iteration 2Q: 3 clusters Score -6154071 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -6154837.000000 Penalty: 5328.680176
	Iteration 3Q: 3 clusters Score -6154837 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -6155895.000000 Penalty: 5328.680176
	Iteration 4Q: 3 clusters Score -6155895 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -6157348.000000 Penalty: 5328.680176
	Iteration 5F: 3 clusters Score -6157348 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -6159634.000000 Penalty: 5328.680176
	Iteration 6F: 3 clusters Score -6159634 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -6162488.000000 Penalty: 5328.680176
	Iteration 7F: 3 clusters Score -6162488 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6165595.000000 Penalty: 5328.680176
	Iteration 8F: 3 clusters Score -6165595 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6167979.500000 Penalty: 5328.680176
	Iteration 9F: 3 clusters Score -6167980 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6169329.000000 Penalty: 5328.680176
	Iteration 10Q: 3 clusters Score -6169329 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6169939.500000 Penalty: 5328.680176
	Iteration 11Q: 3 clusters Score -6169940 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6170281.000000 Penalty: 5328.680176
	Iteration 12Q: 3 clusters Score -6170281 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6170408.000000 Penalty: 5328.680176
	Iteration 13Q: 3 clusters Score -6170408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6170483.000000 Penalty: 5328.680176
	Iteration 14Q: 3 clusters Score -6170483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6170525.500000 Penalty: 5328.680176
	Iteration 15Q: 3 clusters Score -6170526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6170565.500000 Penalty: 5328.680176
	Iteration 16Q: 3 clusters Score -6170566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6170586.000000 Penalty: 5328.680176
	Iteration 17Q: 3 clusters Score -6170586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6170594.000000 Penalty: 5328.680176
	Iteration 18Q: 3 clusters Score -6170594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6170607.000000 Penalty: 5328.680176
	Iteration 19Q: 3 clusters Score -6170607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6170624.000000 Penalty: 5328.680176
	Iteration 20F: 3 clusters Score -6170624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6170627.000000 Penalty: 5328.680176
	Iteration 21Q: 3 clusters Score -6170627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6170641.000000 Penalty: 5328.680176
	Iteration 22Q: 3 clusters Score -6170641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6170648.500000 Penalty: 5328.680176
	Iteration 23Q: 3 clusters Score -6170648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6170651.500000 Penalty: 5328.680176
	Iteration 24Q: 3 clusters Score -6170652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6170659.000000 Penalty: 5328.680176
	Iteration 25Q: 3 clusters Score -6170659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6170660.500000 Penalty: 5328.680176
	Iteration 26Q: 3 clusters Score -6170660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6170660.500000 Penalty: 5328.680176
	Iteration 27F: 3 clusters Score -6170660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -177649.625000 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -177649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175395.078125 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -175395.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -175774.812500 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -175774.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -175893.593750 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -175893.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175960.156250 Penalty: 3592.072998
	Iteration 3Q: 3 clusters Score -175960.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176002.140625 Penalty: 3592.072998
	Iteration 4Q: 3 clusters Score -176002.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -176030.593750 Penalty: 3592.072998
	Iteration 5Q: 3 clusters Score -176030.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -176051.890625 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -176051.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176075.296875 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -176075.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -176097.984375 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -176098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -176118.609375 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -176118.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -176139.656250 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -176139.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -176150.468750 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -176150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -176159.625000 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -176159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -176161.265625 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -176161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -176162.625000 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -176162.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -176162.625000 Penalty: 3592.072998
	Iteration 15F: 3 clusters Score -176162.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25194.599609 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -25194.6 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 122 members 
Entering Unmasked Estep 
Score: -24056.101562 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -24056.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24188.708984 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -24188.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24275.371094 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -24275.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24298.994141 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -24298.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24311.273438 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -24311.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24321.300781 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -24321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24326.537109 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -24326.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24326.537109 Penalty: 2750.407959
	Iteration 7F: 3 clusters Score -24326.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -184794.750000 Penalty: 1802.519287
	Iteration 0F: 2 clusters Score -184794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -182509.921875 Penalty: 3605.038574
	Iteration 0F: 3 clusters Score -182509.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -182917.000000 Penalty: 3605.038574
	Iteration 1F: 3 clusters Score -182917 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183073.453125 Penalty: 3605.038574
	Iteration 2F: 3 clusters Score -183073.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183179.250000 Penalty: 3605.038574
	Iteration 3F: 3 clusters Score -183179.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -183258.515625 Penalty: 3605.038574
	Iteration 4Q: 3 clusters Score -183258.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -183303.390625 Penalty: 3605.038574
	Iteration 5Q: 3 clusters Score -183303.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -183336.281250 Penalty: 3605.038574
	Iteration 6Q: 3 clusters Score -183336.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -183361.000000 Penalty: 3605.038574
	Iteration 7Q: 3 clusters Score -183361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183378.921875 Penalty: 3605.038574
	Iteration 8Q: 3 clusters Score -183378.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -183397.437500 Penalty: 3605.038574
	Iteration 9Q: 3 clusters Score -183397.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -183418.718750 Penalty: 3605.038574
	Iteration 10Q: 3 clusters Score -183418.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -183443.343750 Penalty: 3605.038574
	Iteration 11Q: 3 clusters Score -183443.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183455.203125 Penalty: 3605.038574
	Iteration 12Q: 3 clusters Score -183455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -183466.531250 Penalty: 3605.038574
	Iteration 13Q: 3 clusters Score -183466.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183473.718750 Penalty: 3605.038574
	Iteration 14Q: 3 clusters Score -183473.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183473.718750 Penalty: 3605.038574
	Iteration 15F: 3 clusters Score -183473.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Entering Unmasked Estep 
Score: -9758857.000000 Penalty: 2776.769531
	Iteration 0F: 2 clusters Score -9758857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -9709886.000000 Penalty: 5553.539062
	Iteration 0F: 3 clusters Score -9709886 nChanged 34224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -9729061.000000 Penalty: 5553.539062
	Iteration 1F: 3 clusters Score -9729061 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -9729496.000000 Penalty: 5553.539062
	Iteration 2Q: 3 clusters Score -9729496 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -9729988.000000 Penalty: 5553.539062
	Iteration 3Q: 3 clusters Score -9729988 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -9730329.000000 Penalty: 5553.539062
	Iteration 4Q: 3 clusters Score -9730329 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -9730787.000000 Penalty: 5553.539062
	Iteration 5Q: 3 clusters Score -9730787 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -9731138.000000 Penalty: 5553.539062
	Iteration 6Q: 3 clusters Score -9731138 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -9731512.000000 Penalty: 5553.539062
	Iteration 7Q: 3 clusters Score -9731512 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -9731983.000000 Penalty: 5553.539062
	Iteration 8Q: 3 clusters Score -9731983 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -9732505.000000 Penalty: 5553.539062
	Iteration 9Q: 3 clusters Score -9732505 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -9733295.000000 Penalty: 5553.539062
	Iteration 10Q: 3 clusters Score -9733295 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -9734662.000000 Penalty: 5553.539062
	Iteration 11Q: 3 clusters Score -9734662 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -9736817.000000 Penalty: 5553.539062
	Iteration 12F: 3 clusters Score -9736817 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -9739918.000000 Penalty: 5553.539062
	Iteration 13F: 3 clusters Score -9739918 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -9743863.000000 Penalty: 5553.539062
	Iteration 14F: 3 clusters Score -9743863 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -9747700.000000 Penalty: 5553.539062
	Iteration 15F: 3 clusters Score -9747700 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -9750818.000000 Penalty: 5553.539062
	Iteration 16Q: 3 clusters Score -9750818 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -9753104.000000 Penalty: 5553.539062
	Iteration 17Q: 3 clusters Score -9753104 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -9754504.000000 Penalty: 5553.539062
	Iteration 18Q: 3 clusters Score -9754504 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9755357.000000 Penalty: 5553.539062
	Iteration 19Q: 3 clusters Score -9755357 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9755796.000000 Penalty: 5553.539062
	Iteration 20F: 3 clusters Score -9755796 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9756000.000000 Penalty: 5553.539062
	Iteration 21Q: 3 clusters Score -9756000 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9756160.000000 Penalty: 5553.539062
	Iteration 22Q: 3 clusters Score -9756160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9756239.000000 Penalty: 5553.539062
	Iteration 23Q: 3 clusters Score -9756239 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9756285.000000 Penalty: 5553.539062
	Iteration 24Q: 3 clusters Score -9756285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9756346.000000 Penalty: 5553.539062
	Iteration 25Q: 3 clusters Score -9756346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9756379.000000 Penalty: 5553.539062
	Iteration 26Q: 3 clusters Score -9756379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9756414.000000 Penalty: 5553.539062
	Iteration 27Q: 3 clusters Score -9756414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9756424.000000 Penalty: 5553.539062
	Iteration 28Q: 3 clusters Score -9756424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9756444.000000 Penalty: 5553.539062
	Iteration 29Q: 3 clusters Score -9756444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9756451.000000 Penalty: 5553.539062
	Iteration 30Q: 3 clusters Score -9756451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9756479.000000 Penalty: 5553.539062
	Iteration 31Q: 3 clusters Score -9756479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9756488.000000 Penalty: 5553.539062
	Iteration 32Q: 3 clusters Score -9756488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9756499.000000 Penalty: 5553.539062
	Iteration 33Q: 3 clusters Score -9756499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9756511.000000 Penalty: 5553.539062
	Iteration 34Q: 3 clusters Score -9756511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9756519.000000 Penalty: 5553.539062
	Iteration 35Q: 3 clusters Score -9756519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9756524.000000 Penalty: 5553.539062
	Iteration 36Q: 3 clusters Score -9756524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9756522.000000 Penalty: 5553.539062
	Iteration 37Q: 3 clusters Score -9756522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9756537.000000 Penalty: 5553.539062
	Iteration 38Q: 3 clusters Score -9756537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9756534.000000 Penalty: 5553.539062
	Iteration 39Q: 3 clusters Score -9756534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9756533.000000 Penalty: 5553.539062
	Iteration 40F: 3 clusters Score -9756533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -66353.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -66353.89 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 302 members 
Entering Unmasked Estep 
Score: -64852.339844 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -64852.34 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65313.078125 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65313.08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65621.601562 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -65621.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65774.492188 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -65774.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65923.742188 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -65923.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66144.023438 Penalty: 3197.076904
	Iteration 5F: 3 clusters Score -66144.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66317.398438 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66317.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66463.179688 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66463.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66523.695312 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66523.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66550.718750 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66550.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66558.101562 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66558.101562 Penalty: 3197.076904
	Iteration 11F: 3 clusters Score -66558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19041 members 
Mstep: Class 3 contains 22440 members 
Mstep: Class 4 contains 194727 members 
Mstep: Class 5 contains 46319 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72886 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40660 members 
Mstep: Class 14 contains 38751 members 
Mstep: Class 15 contains 52206 members 
Mstep: Class 16 contains 168989 members 
Mstep: Class 17 contains 27397 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 52397 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195697 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 322 members 
Entering Unmasked Estep 
Score: -133240032.000000 Penalty: 96125.335938
Splitting cluster 10 changes total score from -133241696.000000 to -133240032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (18754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Entering Unmasked Estep 
Score: -2528895.250000 Penalty: 2440.112061
	Iteration 0F: 2 clusters Score -2528895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2515651.750000 Penalty: 4880.224121
	Iteration 0F: 3 clusters Score -2515652 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2520167.000000 Penalty: 4880.224121
	Iteration 1F: 3 clusters Score -2520167 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2520631.500000 Penalty: 4880.224121
	Iteration 2F: 3 clusters Score -2520632 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2521042.250000 Penalty: 4880.224121
	Iteration 3F: 3 clusters Score -2521042 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2521456.250000 Penalty: 4880.224121
	Iteration 4Q: 3 clusters Score -2521456 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2521972.000000 Penalty: 4880.224121
	Iteration 5Q: 3 clusters Score -2521972 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2522570.500000 Penalty: 4880.224121
	Iteration 6F: 3 clusters Score -2522570 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2523140.750000 Penalty: 4880.224121
	Iteration 7F: 3 clusters Score -2523141 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2523713.000000 Penalty: 4880.224121
	Iteration 8F: 3 clusters Score -2523713 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2524243.500000 Penalty: 4880.224121
	Iteration 9Q: 3 clusters Score -2524244 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2524718.000000 Penalty: 4880.224121
	Iteration 10Q: 3 clusters Score -2524718 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2525113.750000 Penalty: 4880.224121
	Iteration 11Q: 3 clusters Score -2525114 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2525400.250000 Penalty: 4880.224121
	Iteration 12Q: 3 clusters Score -2525400 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2525647.000000 Penalty: 4880.224121
	Iteration 13Q: 3 clusters Score -2525647 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2525849.500000 Penalty: 4880.224121
	Iteration 14Q: 3 clusters Score -2525850 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2526057.000000 Penalty: 4880.224121
	Iteration 15Q: 3 clusters Score -2526057 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2526245.000000 Penalty: 4880.224121
	Iteration 16Q: 3 clusters Score -2526245 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2526413.000000 Penalty: 4880.224121
	Iteration 17Q: 3 clusters Score -2526413 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2526578.000000 Penalty: 4880.224121
	Iteration 18Q: 3 clusters Score -2526578 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2526717.250000 Penalty: 4880.224121
	Iteration 19Q: 3 clusters Score -2526717 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2526857.250000 Penalty: 4880.224121
	Iteration 20F: 3 clusters Score -2526857 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2527007.500000 Penalty: 4880.224121
	Iteration 21Q: 3 clusters Score -2527008 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2527144.750000 Penalty: 4880.224121
	Iteration 22Q: 3 clusters Score -2527145 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2527246.500000 Penalty: 4880.224121
	Iteration 23Q: 3 clusters Score -2527246 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2527362.000000 Penalty: 4880.224121
	Iteration 24Q: 3 clusters Score -2527362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2527446.000000 Penalty: 4880.224121
	Iteration 25Q: 3 clusters Score -2527446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2527531.000000 Penalty: 4880.224121
	Iteration 26Q: 3 clusters Score -2527531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2527590.500000 Penalty: 4880.224121
	Iteration 27Q: 3 clusters Score -2527590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2527642.000000 Penalty: 4880.224121
	Iteration 28Q: 3 clusters Score -2527642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2527678.500000 Penalty: 4880.224121
	Iteration 29Q: 3 clusters Score -2527678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2527708.750000 Penalty: 4880.224121
	Iteration 30Q: 3 clusters Score -2527709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2527741.750000 Penalty: 4880.224121
	Iteration 31Q: 3 clusters Score -2527742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2527766.750000 Penalty: 4880.224121
	Iteration 32Q: 3 clusters Score -2527767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2527785.000000 Penalty: 4880.224121
	Iteration 33Q: 3 clusters Score -2527785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2527800.750000 Penalty: 4880.224121
	Iteration 34Q: 3 clusters Score -2527801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2527810.500000 Penalty: 4880.224121
	Iteration 35Q: 3 clusters Score -2527810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2527815.250000 Penalty: 4880.224121
	Iteration 36Q: 3 clusters Score -2527815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2527820.250000 Penalty: 4880.224121
	Iteration 37Q: 3 clusters Score -2527820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2527828.000000 Penalty: 4880.224121
	Iteration 38Q: 3 clusters Score -2527828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2527828.250000 Penalty: 4880.224121
	Iteration 39Q: 3 clusters Score -2527828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2527829.750000 Penalty: 4880.224121
	Iteration 40F: 3 clusters Score -2527830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2527830.750000 Penalty: 4880.224121
	Iteration 41Q: 3 clusters Score -2527831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2527830.750000 Penalty: 4880.224121
	Iteration 42F: 3 clusters Score -2527831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -394326.312500 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -394326.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -390774.531250 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -390774.5 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -391531.875000 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -391531.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -391739.312500 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -391739.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -391856.906250 Penalty: 4040.911133
	Iteration 3Q: 3 clusters Score -391856.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -391947.468750 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -391947.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -392013.062500 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -392013.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -392065.406250 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -392065.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -392112.687500 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -392112.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -392143.750000 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -392143.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -392161.718750 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -392161.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -392185.468750 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -392185.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -392216.000000 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -392216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -392246.250000 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -392246.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -392273.500000 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -392273.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -392298.468750 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -392298.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -392326.625000 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -392326.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -392355.968750 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -392356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -392385.187500 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -392385.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -392409.437500 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -392409.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -392433.937500 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -392433.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -392457.500000 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -392457.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -392472.625000 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -392472.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -392494.687500 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -392494.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -392523.843750 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -392523.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -392549.000000 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -392549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -392575.031250 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -392575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -392597.937500 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -392597.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -392615.468750 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -392615.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -392633.218750 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -392633.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -392641.937500 Penalty: 4040.911133
	Iteration 29Q: 3 clusters Score -392641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -392649.875000 Penalty: 4040.911133
	Iteration 30Q: 3 clusters Score -392649.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -392656.250000 Penalty: 4040.911133
	Iteration 31Q: 3 clusters Score -392656.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -392664.718750 Penalty: 4040.911133
	Iteration 32Q: 3 clusters Score -392664.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -392672.062500 Penalty: 4040.911133
	Iteration 33Q: 3 clusters Score -392672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -392675.093750 Penalty: 4040.911133
	Iteration 34Q: 3 clusters Score -392675.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -392682.406250 Penalty: 4040.911133
	Iteration 35Q: 3 clusters Score -392682.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -392688.875000 Penalty: 4040.911133
	Iteration 36Q: 3 clusters Score -392688.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -392695.187500 Penalty: 4040.911133
	Iteration 37Q: 3 clusters Score -392695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -392703.375000 Penalty: 4040.911133
	Iteration 38Q: 3 clusters Score -392703.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -392716.625000 Penalty: 4040.911133
	Iteration 39Q: 3 clusters Score -392716.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -392731.656250 Penalty: 4040.911133
	Iteration 40F: 3 clusters Score -392731.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -392745.843750 Penalty: 4040.911133
	Iteration 41Q: 3 clusters Score -392745.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -392763.312500 Penalty: 4040.911133
	Iteration 42Q: 3 clusters Score -392763.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -392778.562500 Penalty: 4040.911133
	Iteration 43Q: 3 clusters Score -392778.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -392794.312500 Penalty: 4040.911133
	Iteration 44Q: 3 clusters Score -392794.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -392806.937500 Penalty: 4040.911133
	Iteration 45Q: 3 clusters Score -392806.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -392818.875000 Penalty: 4040.911133
	Iteration 46Q: 3 clusters Score -392818.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -392828.062500 Penalty: 4040.911133
	Iteration 47Q: 3 clusters Score -392828.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -392836.000000 Penalty: 4040.911133
	Iteration 48Q: 3 clusters Score -392836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -392841.875000 Penalty: 4040.911133
	Iteration 49Q: 3 clusters Score -392841.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -392848.781250 Penalty: 4040.911133
	Iteration 50Q: 3 clusters Score -392848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -392854.468750 Penalty: 4040.911133
	Iteration 51Q: 3 clusters Score -392854.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -392855.750000 Penalty: 4040.911133
	Iteration 52Q: 3 clusters Score -392855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -392858.906250 Penalty: 4040.911133
	Iteration 53Q: 3 clusters Score -392858.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -392861.968750 Penalty: 4040.911133
	Iteration 54Q: 3 clusters Score -392862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -392863.468750 Penalty: 4040.911133
	Iteration 55Q: 3 clusters Score -392863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -392864.968750 Penalty: 4040.911133
	Iteration 56Q: 3 clusters Score -392865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -392865.875000 Penalty: 4040.911133
	Iteration 57Q: 3 clusters Score -392865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -392867.468750 Penalty: 4040.911133
	Iteration 58Q: 3 clusters Score -392867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -392867.562500 Penalty: 4040.911133
	Iteration 59Q: 3 clusters Score -392867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -392868.468750 Penalty: 4040.911133
	Iteration 60F: 3 clusters Score -392868.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Entering Unmasked Estep 
Score: -5064826.000000 Penalty: 2632.023926
	Iteration 0F: 2 clusters Score -5064826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5037326.000000 Penalty: 5264.047852
	Iteration 0F: 3 clusters Score -5037326 nChanged 18568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -5047769.500000 Penalty: 5264.047852
	Iteration 1F: 3 clusters Score -5047770 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5048614.000000 Penalty: 5264.047852
	Iteration 2Q: 3 clusters Score -5048614 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5049757.500000 Penalty: 5264.047852
	Iteration 3F: 3 clusters Score -5049758 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -5051321.500000 Penalty: 5264.047852
	Iteration 4F: 3 clusters Score -5051322 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -5053325.000000 Penalty: 5264.047852
	Iteration 5F: 3 clusters Score -5053325 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5055792.000000 Penalty: 5264.047852
	Iteration 6F: 3 clusters Score -5055792 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -5058316.500000 Penalty: 5264.047852
	Iteration 7F: 3 clusters Score -5058316 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -5060395.000000 Penalty: 5264.047852
	Iteration 8F: 3 clusters Score -5060395 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -5061711.000000 Penalty: 5264.047852
	Iteration 9Q: 3 clusters Score -5061711 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -5062616.000000 Penalty: 5264.047852
	Iteration 10Q: 3 clusters Score -5062616 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -5063186.500000 Penalty: 5264.047852
	Iteration 11Q: 3 clusters Score -5063186 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -5063614.500000 Penalty: 5264.047852
	Iteration 12Q: 3 clusters Score -5063614 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -5063892.000000 Penalty: 5264.047852
	Iteration 13Q: 3 clusters Score -5063892 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -5064073.000000 Penalty: 5264.047852
	Iteration 14Q: 3 clusters Score -5064073 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -5064168.500000 Penalty: 5264.047852
	Iteration 15Q: 3 clusters Score -5064168 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -5064229.000000 Penalty: 5264.047852
	Iteration 16Q: 3 clusters Score -5064229 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -5064268.000000 Penalty: 5264.047852
	Iteration 17Q: 3 clusters Score -5064268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5064281.000000 Penalty: 5264.047852
	Iteration 18Q: 3 clusters Score -5064281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5064307.000000 Penalty: 5264.047852
	Iteration 19Q: 3 clusters Score -5064307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5064314.500000 Penalty: 5264.047852
	Iteration 20F: 3 clusters Score -5064314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -5064329.500000 Penalty: 5264.047852
	Iteration 21Q: 3 clusters Score -5064330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -5064324.500000 Penalty: 5264.047852
	Iteration 22Q: 3 clusters Score -5064324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5064339.000000 Penalty: 5264.047852
	Iteration 23Q: 3 clusters Score -5064339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -5064335.500000 Penalty: 5264.047852
	Iteration 24Q: 3 clusters Score -5064336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -5064343.500000 Penalty: 5264.047852
	Iteration 25Q: 3 clusters Score -5064344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -5064348.500000 Penalty: 5264.047852
	Iteration 26Q: 3 clusters Score -5064348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -5064352.000000 Penalty: 5264.047852
	Iteration 27Q: 3 clusters Score -5064352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -5064351.500000 Penalty: 5264.047852
	Iteration 28Q: 3 clusters Score -5064352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5064357.000000 Penalty: 5264.047852
	Iteration 29Q: 3 clusters Score -5064357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -5064358.500000 Penalty: 5264.047852
	Iteration 30Q: 3 clusters Score -5064358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5064366.000000 Penalty: 5264.047852
	Iteration 31Q: 3 clusters Score -5064366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -5064364.000000 Penalty: 5264.047852
	Iteration 32Q: 3 clusters Score -5064364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5064364.000000 Penalty: 5264.047852
	Iteration 33Q: 3 clusters Score -5064364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5064363.500000 Penalty: 5264.047852
	Iteration 34Q: 3 clusters Score -5064364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5064359.500000 Penalty: 5264.047852
	Iteration 35Q: 3 clusters Score -5064360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5064359.000000 Penalty: 5264.047852
	Iteration 36Q: 3 clusters Score -5064359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5064359.000000 Penalty: 5264.047852
	Iteration 37Q: 3 clusters Score -5064359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5064355.000000 Penalty: 5264.047852
	Iteration 38Q: 3 clusters Score -5064355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5064355.000000 Penalty: 5264.047852
	Iteration 39Q: 3 clusters Score -5064355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -5064363.000000 Penalty: 5264.047852
	Iteration 40F: 3 clusters Score -5064363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5064358.500000 Penalty: 5264.047852
	Iteration 41Q: 3 clusters Score -5064358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -5064365.500000 Penalty: 5264.047852
	Iteration 42Q: 3 clusters Score -5064366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -5064366.500000 Penalty: 5264.047852
	Iteration 43Q: 3 clusters Score -5064366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5064362.500000 Penalty: 5264.047852
	Iteration 44Q: 3 clusters Score -5064362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5064368.500000 Penalty: 5264.047852
	Iteration 45Q: 3 clusters Score -5064368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5064370.500000 Penalty: 5264.047852
	Iteration 46Q: 3 clusters Score -5064370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5064364.500000 Penalty: 5264.047852
	Iteration 47Q: 3 clusters Score -5064364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5064366.000000 Penalty: 5264.047852
	Iteration 48Q: 3 clusters Score -5064366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5064363.500000 Penalty: 5264.047852
	Iteration 49Q: 3 clusters Score -5064364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -5064362.000000 Penalty: 5264.047852
	Iteration 50Q: 3 clusters Score -5064362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5064363.500000 Penalty: 5264.047852
	Iteration 51Q: 3 clusters Score -5064364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5064363.500000 Penalty: 5264.047852
	Iteration 52F: 3 clusters Score -5064364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Entering Unmasked Estep 
Score: -5214864.500000 Penalty: 2620.098145
	Iteration 0F: 2 clusters Score -5214864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5188517.500000 Penalty: 5240.196289
	Iteration 0F: 3 clusters Score -5188518 nChanged 17731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5198490.000000 Penalty: 5240.196289
	Iteration 1F: 3 clusters Score -5198490 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -5199192.500000 Penalty: 5240.196289
	Iteration 2Q: 3 clusters Score -5199192 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -5200013.000000 Penalty: 5240.196289
	Iteration 3Q: 3 clusters Score -5200013 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -5201006.000000 Penalty: 5240.196289
	Iteration 4F: 3 clusters Score -5201006 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -5202410.000000 Penalty: 5240.196289
	Iteration 5F: 3 clusters Score -5202410 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -5204192.000000 Penalty: 5240.196289
	Iteration 6F: 3 clusters Score -5204192 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -5206301.000000 Penalty: 5240.196289
	Iteration 7F: 3 clusters Score -5206301 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -5208462.000000 Penalty: 5240.196289
	Iteration 8F: 3 clusters Score -5208462 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5210094.000000 Penalty: 5240.196289
	Iteration 9Q: 3 clusters Score -5210094 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5211185.000000 Penalty: 5240.196289
	Iteration 10Q: 3 clusters Score -5211185 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -5211871.500000 Penalty: 5240.196289
	Iteration 11Q: 3 clusters Score -5211872 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5212250.500000 Penalty: 5240.196289
	Iteration 12Q: 3 clusters Score -5212250 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -5212425.500000 Penalty: 5240.196289
	Iteration 13Q: 3 clusters Score -5212426 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -5212541.000000 Penalty: 5240.196289
	Iteration 14Q: 3 clusters Score -5212541 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -5212636.000000 Penalty: 5240.196289
	Iteration 15Q: 3 clusters Score -5212636 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -5212692.500000 Penalty: 5240.196289
	Iteration 16Q: 3 clusters Score -5212692 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5212735.000000 Penalty: 5240.196289
	Iteration 17Q: 3 clusters Score -5212735 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -5212748.500000 Penalty: 5240.196289
	Iteration 18Q: 3 clusters Score -5212748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5212774.500000 Penalty: 5240.196289
	Iteration 19Q: 3 clusters Score -5212774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5212773.000000 Penalty: 5240.196289
	Iteration 20F: 3 clusters Score -5212773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5212778.500000 Penalty: 5240.196289
	Iteration 21Q: 3 clusters Score -5212778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -5212777.000000 Penalty: 5240.196289
	Iteration 22Q: 3 clusters Score -5212777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -5212786.500000 Penalty: 5240.196289
	Iteration 23Q: 3 clusters Score -5212786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -5212791.500000 Penalty: 5240.196289
	Iteration 24Q: 3 clusters Score -5212792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -5212795.000000 Penalty: 5240.196289
	Iteration 25Q: 3 clusters Score -5212795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -5212799.500000 Penalty: 5240.196289
	Iteration 26Q: 3 clusters Score -5212800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -5212798.500000 Penalty: 5240.196289
	Iteration 27Q: 3 clusters Score -5212798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5212800.000000 Penalty: 5240.196289
	Iteration 28Q: 3 clusters Score -5212800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -5212796.000000 Penalty: 5240.196289
	Iteration 29Q: 3 clusters Score -5212796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -5212799.000000 Penalty: 5240.196289
	Iteration 30Q: 3 clusters Score -5212799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -5212799.500000 Penalty: 5240.196289
	Iteration 31Q: 3 clusters Score -5212800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -5212800.500000 Penalty: 5240.196289
	Iteration 32Q: 3 clusters Score -5212800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -5212800.500000 Penalty: 5240.196289
	Iteration 33F: 3 clusters Score -5212800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Entering Unmasked Estep 
Score: -6972559.500000 Penalty: 2694.012451
	Iteration 0F: 2 clusters Score -6972560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -6937590.000000 Penalty: 5388.024902
	Iteration 0F: 3 clusters Score -6937590 nChanged 24078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -6950873.500000 Penalty: 5388.024902
	Iteration 1F: 3 clusters Score -6950874 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -6951535.000000 Penalty: 5388.024902
	Iteration 2Q: 3 clusters Score -6951535 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -6952360.500000 Penalty: 5388.024902
	Iteration 3Q: 3 clusters Score -6952360 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -6953540.000000 Penalty: 5388.024902
	Iteration 4Q: 3 clusters Score -6953540 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -6955401.500000 Penalty: 5388.024902
	Iteration 5F: 3 clusters Score -6955402 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -6958122.500000 Penalty: 5388.024902
	Iteration 6F: 3 clusters Score -6958122 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -6961739.000000 Penalty: 5388.024902
	Iteration 7F: 3 clusters Score -6961739 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -6965138.500000 Penalty: 5388.024902
	Iteration 8F: 3 clusters Score -6965138 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -6967562.000000 Penalty: 5388.024902
	Iteration 9Q: 3 clusters Score -6967562 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -6968818.000000 Penalty: 5388.024902
	Iteration 10Q: 3 clusters Score -6968818 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -6969468.000000 Penalty: 5388.024902
	Iteration 11Q: 3 clusters Score -6969468 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -6969775.000000 Penalty: 5388.024902
	Iteration 12Q: 3 clusters Score -6969775 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -6969971.500000 Penalty: 5388.024902
	Iteration 13Q: 3 clusters Score -6969972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -6970088.000000 Penalty: 5388.024902
	Iteration 14Q: 3 clusters Score -6970088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -6970152.000000 Penalty: 5388.024902
	Iteration 15Q: 3 clusters Score -6970152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -6970195.000000 Penalty: 5388.024902
	Iteration 16Q: 3 clusters Score -6970195 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -6970220.000000 Penalty: 5388.024902
	Iteration 17Q: 3 clusters Score -6970220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -6970251.000000 Penalty: 5388.024902
	Iteration 18Q: 3 clusters Score -6970251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -6970268.000000 Penalty: 5388.024902
	Iteration 19Q: 3 clusters Score -6970268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -6970268.500000 Penalty: 5388.024902
	Iteration 20F: 3 clusters Score -6970268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -6970286.500000 Penalty: 5388.024902
	Iteration 21Q: 3 clusters Score -6970286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -6970304.500000 Penalty: 5388.024902
	Iteration 22Q: 3 clusters Score -6970304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6970310.500000 Penalty: 5388.024902
	Iteration 23Q: 3 clusters Score -6970310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -6970320.500000 Penalty: 5388.024902
	Iteration 24Q: 3 clusters Score -6970320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6970341.000000 Penalty: 5388.024902
	Iteration 25Q: 3 clusters Score -6970341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -6970344.500000 Penalty: 5388.024902
	Iteration 26Q: 3 clusters Score -6970344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6970343.500000 Penalty: 5388.024902
	Iteration 27Q: 3 clusters Score -6970344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -6970339.000000 Penalty: 5388.024902
	Iteration 28Q: 3 clusters Score -6970339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -6970345.500000 Penalty: 5388.024902
	Iteration 29Q: 3 clusters Score -6970346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -6970346.000000 Penalty: 5388.024902
	Iteration 30Q: 3 clusters Score -6970346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -6970347.000000 Penalty: 5388.024902
	Iteration 31Q: 3 clusters Score -6970347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6970351.500000 Penalty: 5388.024902
	Iteration 32Q: 3 clusters Score -6970352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -6970347.000000 Penalty: 5388.024902
	Iteration 33Q: 3 clusters Score -6970347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -6970351.000000 Penalty: 5388.024902
	Iteration 34Q: 3 clusters Score -6970351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -6970352.500000 Penalty: 5388.024902
	Iteration 35Q: 3 clusters Score -6970352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -6970351.500000 Penalty: 5388.024902
	Iteration 36Q: 3 clusters Score -6970352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -6970350.000000 Penalty: 5388.024902
	Iteration 37Q: 3 clusters Score -6970350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -6970354.000000 Penalty: 5388.024902
	Iteration 38Q: 3 clusters Score -6970354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6970355.000000 Penalty: 5388.024902
	Iteration 39Q: 3 clusters Score -6970355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6970355.000000 Penalty: 5388.024902
	Iteration 40F: 3 clusters Score -6970355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (168989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168989 members 
Entering Unmasked Estep 
Score: -22441984.000000 Penalty: 2985.322021
	Iteration 0F: 2 clusters Score -2.244198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -22329862.000000 Penalty: 5970.644043
	Iteration 0F: 3 clusters Score -2.232986e+07 nChanged 80924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -22377738.000000 Penalty: 5970.644043
	Iteration 1F: 3 clusters Score -2.237774e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -22379012.000000 Penalty: 5970.644043
	Iteration 2Q: 3 clusters Score -2.237901e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -22380954.000000 Penalty: 5970.644043
	Iteration 3Q: 3 clusters Score -2.238095e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -22383924.000000 Penalty: 5970.644043
	Iteration 4Q: 3 clusters Score -2.238392e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -22388196.000000 Penalty: 5970.644043
	Iteration 5Q: 3 clusters Score -2.23882e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109441 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -22394504.000000 Penalty: 5970.644043
	Iteration 6F: 3 clusters Score -2.23945e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117951 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -22402960.000000 Penalty: 5970.644043
	Iteration 7F: 3 clusters Score -2.240296e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126319 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -22411906.000000 Penalty: 5970.644043
	Iteration 8F: 3 clusters Score -2.241191e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133076 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -22419032.000000 Penalty: 5970.644043
	Iteration 9F: 3 clusters Score -2.241903e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -22423398.000000 Penalty: 5970.644043
	Iteration 10Q: 3 clusters Score -2.24234e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141907 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -22426144.000000 Penalty: 5970.644043
	Iteration 11Q: 3 clusters Score -2.242614e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -22427930.000000 Penalty: 5970.644043
	Iteration 12Q: 3 clusters Score -2.242793e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147899 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -22429684.000000 Penalty: 5970.644043
	Iteration 13Q: 3 clusters Score -2.242968e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150575 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -22431216.000000 Penalty: 5970.644043
	Iteration 14Q: 3 clusters Score -2.243122e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153016 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -22432324.000000 Penalty: 5970.644043
	Iteration 15Q: 3 clusters Score -2.243232e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155236 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -22433572.000000 Penalty: 5970.644043
	Iteration 16Q: 3 clusters Score -2.243357e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -22434634.000000 Penalty: 5970.644043
	Iteration 17Q: 3 clusters Score -2.243463e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158872 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -22435760.000000 Penalty: 5970.644043
	Iteration 18Q: 3 clusters Score -2.243576e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160302 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -22436434.000000 Penalty: 5970.644043
	Iteration 19Q: 3 clusters Score -2.243643e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161513 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -22437126.000000 Penalty: 5970.644043
	Iteration 20F: 3 clusters Score -2.243713e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162516 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -22437576.000000 Penalty: 5970.644043
	Iteration 21Q: 3 clusters Score -2.243758e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -22437910.000000 Penalty: 5970.644043
	Iteration 22Q: 3 clusters Score -2.243791e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -22438136.000000 Penalty: 5970.644043
	Iteration 23Q: 3 clusters Score -2.243814e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164548 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -22438382.000000 Penalty: 5970.644043
	Iteration 24Q: 3 clusters Score -2.243838e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164964 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -22438592.000000 Penalty: 5970.644043
	Iteration 25Q: 3 clusters Score -2.243859e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165307 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -22438728.000000 Penalty: 5970.644043
	Iteration 26Q: 3 clusters Score -2.243873e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165605 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -22438852.000000 Penalty: 5970.644043
	Iteration 27Q: 3 clusters Score -2.243885e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -22438950.000000 Penalty: 5970.644043
	Iteration 28Q: 3 clusters Score -2.243895e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166073 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -22439032.000000 Penalty: 5970.644043
	Iteration 29Q: 3 clusters Score -2.243903e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -22439124.000000 Penalty: 5970.644043
	Iteration 30Q: 3 clusters Score -2.243912e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166412 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -22439146.000000 Penalty: 5970.644043
	Iteration 31Q: 3 clusters Score -2.243915e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22439210.000000 Penalty: 5970.644043
	Iteration 32Q: 3 clusters Score -2.243921e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166674 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -22439292.000000 Penalty: 5970.644043
	Iteration 33Q: 3 clusters Score -2.243929e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -22439302.000000 Penalty: 5970.644043
	Iteration 34Q: 3 clusters Score -2.24393e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166849 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -22439336.000000 Penalty: 5970.644043
	Iteration 35Q: 3 clusters Score -2.243934e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -22439332.000000 Penalty: 5970.644043
	Iteration 36Q: 3 clusters Score -2.243933e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -22439330.000000 Penalty: 5970.644043
	Iteration 37Q: 3 clusters Score -2.243933e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167017 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -22439366.000000 Penalty: 5970.644043
	Iteration 38Q: 3 clusters Score -2.243937e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167064 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22439412.000000 Penalty: 5970.644043
	Iteration 39Q: 3 clusters Score -2.243941e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167114 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -22439418.000000 Penalty: 5970.644043
	Iteration 40F: 3 clusters Score -2.243942e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167153 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -22439462.000000 Penalty: 5970.644043
	Iteration 41Q: 3 clusters Score -2.243946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167191 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -22439462.000000 Penalty: 5970.644043
	Iteration 42Q: 3 clusters Score -2.243946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167225 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -22439470.000000 Penalty: 5970.644043
	Iteration 43Q: 3 clusters Score -2.243947e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167247 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -22439506.000000 Penalty: 5970.644043
	Iteration 44Q: 3 clusters Score -2.243951e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -22439500.000000 Penalty: 5970.644043
	Iteration 45Q: 3 clusters Score -2.24395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167303 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -22439506.000000 Penalty: 5970.644043
	Iteration 46Q: 3 clusters Score -2.243951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -22439516.000000 Penalty: 5970.644043
	Iteration 47Q: 3 clusters Score -2.243952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167329 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22439526.000000 Penalty: 5970.644043
	Iteration 48Q: 3 clusters Score -2.243953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167336 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -22439522.000000 Penalty: 5970.644043
	Iteration 49Q: 3 clusters Score -2.243952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167345 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -22439538.000000 Penalty: 5970.644043
	Iteration 50Q: 3 clusters Score -2.243954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167353 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -22439542.000000 Penalty: 5970.644043
	Iteration 51Q: 3 clusters Score -2.243954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167362 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -22439544.000000 Penalty: 5970.644043
	Iteration 52Q: 3 clusters Score -2.243954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167370 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -22439548.000000 Penalty: 5970.644043
	Iteration 53Q: 3 clusters Score -2.243955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167380 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -22439532.000000 Penalty: 5970.644043
	Iteration 54Q: 3 clusters Score -2.243953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -22439544.000000 Penalty: 5970.644043
	Iteration 55Q: 3 clusters Score -2.243954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167394 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22439532.000000 Penalty: 5970.644043
	Iteration 56Q: 3 clusters Score -2.243953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167398 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -22439552.000000 Penalty: 5970.644043
	Iteration 57Q: 3 clusters Score -2.243955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -22439568.000000 Penalty: 5970.644043
	Iteration 58Q: 3 clusters Score -2.243957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -22439566.000000 Penalty: 5970.644043
	Iteration 59Q: 3 clusters Score -2.243957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167411 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -22439558.000000 Penalty: 5970.644043
	Iteration 60F: 3 clusters Score -2.243956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -22439562.000000 Penalty: 5970.644043
	Iteration 61Q: 3 clusters Score -2.243956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167414 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -22439564.000000 Penalty: 5970.644043
	Iteration 62Q: 3 clusters Score -2.243956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -22439568.000000 Penalty: 5970.644043
	Iteration 63Q: 3 clusters Score -2.243957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167420 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -22439560.000000 Penalty: 5970.644043
	Iteration 64Q: 3 clusters Score -2.243956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167425 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22439578.000000 Penalty: 5970.644043
	Iteration 65Q: 3 clusters Score -2.243958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22439572.000000 Penalty: 5970.644043
	Iteration 66Q: 3 clusters Score -2.243957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167429 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -22439576.000000 Penalty: 5970.644043
	Iteration 67Q: 3 clusters Score -2.243958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -22439576.000000 Penalty: 5970.644043
	Iteration 68Q: 3 clusters Score -2.243958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22439568.000000 Penalty: 5970.644043
	Iteration 69Q: 3 clusters Score -2.243957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22439568.000000 Penalty: 5970.644043
	Iteration 70F: 3 clusters Score -2.243957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Entering Unmasked Estep 
Score: -3682722.250000 Penalty: 2534.110840
	Iteration 0F: 2 clusters Score -3682722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3663786.750000 Penalty: 5068.221680
	Iteration 0F: 3 clusters Score -3663787 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3670532.750000 Penalty: 5068.221680
	Iteration 1F: 3 clusters Score -3670533 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3671047.500000 Penalty: 5068.221680
	Iteration 2F: 3 clusters Score -3671048 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3671609.750000 Penalty: 5068.221680
	Iteration 3Q: 3 clusters Score -3671610 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3672450.250000 Penalty: 5068.221680
	Iteration 4F: 3 clusters Score -3672450 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3673673.000000 Penalty: 5068.221680
	Iteration 5F: 3 clusters Score -3673673 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3675213.500000 Penalty: 5068.221680
	Iteration 6F: 3 clusters Score -3675214 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3676890.750000 Penalty: 5068.221680
	Iteration 7F: 3 clusters Score -3676891 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3678440.750000 Penalty: 5068.221680
	Iteration 8F: 3 clusters Score -3678441 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3679740.500000 Penalty: 5068.221680
	Iteration 9F: 3 clusters Score -3679740 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3680718.250000 Penalty: 5068.221680
	Iteration 10Q: 3 clusters Score -3680718 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3681346.000000 Penalty: 5068.221680
	Iteration 11Q: 3 clusters Score -3681346 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3681696.250000 Penalty: 5068.221680
	Iteration 12Q: 3 clusters Score -3681696 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3681887.500000 Penalty: 5068.221680
	Iteration 13Q: 3 clusters Score -3681888 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3682003.000000 Penalty: 5068.221680
	Iteration 14Q: 3 clusters Score -3682003 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3682081.250000 Penalty: 5068.221680
	Iteration 15Q: 3 clusters Score -3682081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3682123.250000 Penalty: 5068.221680
	Iteration 16Q: 3 clusters Score -3682123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3682157.750000 Penalty: 5068.221680
	Iteration 17Q: 3 clusters Score -3682158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3682185.500000 Penalty: 5068.221680
	Iteration 18Q: 3 clusters Score -3682186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3682199.000000 Penalty: 5068.221680
	Iteration 19Q: 3 clusters Score -3682199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3682203.000000 Penalty: 5068.221680
	Iteration 20F: 3 clusters Score -3682203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3682209.000000 Penalty: 5068.221680
	Iteration 21Q: 3 clusters Score -3682209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3682213.250000 Penalty: 5068.221680
	Iteration 22Q: 3 clusters Score -3682213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3682211.750000 Penalty: 5068.221680
	Iteration 23Q: 3 clusters Score -3682212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3682210.250000 Penalty: 5068.221680
	Iteration 24Q: 3 clusters Score -3682210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3682207.000000 Penalty: 5068.221680
	Iteration 25Q: 3 clusters Score -3682207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3682207.250000 Penalty: 5068.221680
	Iteration 26Q: 3 clusters Score -3682207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3682207.250000 Penalty: 5068.221680
	Iteration 27Q: 3 clusters Score -3682207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3682207.250000 Penalty: 5068.221680
	Iteration 28F: 3 clusters Score -3682207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -648961.125000 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -648961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -644462.000000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -644462 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -645771.562500 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -645771.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -646172.625000 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -646172.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -646476.062500 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -646476.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -646719.437500 Penalty: 4235.709473
	Iteration 4F: 3 clusters Score -646719.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -646926.000000 Penalty: 4235.709473
	Iteration 5F: 3 clusters Score -646926 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -647106.250000 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -647106.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -647255.187500 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -647255.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -647378.062500 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -647378.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -647478.375000 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -647478.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -647555.687500 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -647555.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -647616.062500 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -647616.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -647649.562500 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -647649.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -647675.937500 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -647675.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -647696.750000 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -647696.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -647711.375000 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -647711.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -647719.375000 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -647719.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -647726.937500 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -647726.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -647731.187500 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -647731.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -647737.000000 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -647737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -647742.312500 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -647742.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -647750.312500 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -647750.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -647756.625000 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -647756.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -647760.250000 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -647760.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -647765.000000 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -647765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -647766.875000 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -647766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -647768.375000 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -647768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -647771.187500 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -647771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -647773.187500 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -647773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -647775.812500 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -647775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -647777.562500 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -647777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -647778.125000 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -647778.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -647781.312500 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -647781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -647782.000000 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -647782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -647782.000000 Penalty: 4235.709473
	Iteration 34F: 3 clusters Score -647782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Entering Unmasked Estep 
Score: -1190255.000000 Penalty: 2266.140137
	Iteration 0F: 2 clusters Score -1190255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1183024.375000 Penalty: 4532.280273
	Iteration 0F: 3 clusters Score -1183024 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1184968.750000 Penalty: 4532.280273
	Iteration 1F: 3 clusters Score -1184969 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1185214.375000 Penalty: 4532.280273
	Iteration 2F: 3 clusters Score -1185214 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1185390.375000 Penalty: 4532.280273
	Iteration 3Q: 3 clusters Score -1185390 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1185522.375000 Penalty: 4532.280273
	Iteration 4Q: 3 clusters Score -1185522 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1185641.875000 Penalty: 4532.280273
	Iteration 5Q: 3 clusters Score -1185642 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1185749.000000 Penalty: 4532.280273
	Iteration 6Q: 3 clusters Score -1185749 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1185853.875000 Penalty: 4532.280273
	Iteration 7Q: 3 clusters Score -1185854 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1185957.750000 Penalty: 4532.280273
	Iteration 8Q: 3 clusters Score -1185958 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1186068.750000 Penalty: 4532.280273
	Iteration 9Q: 3 clusters Score -1186069 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1186202.750000 Penalty: 4532.280273
	Iteration 10Q: 3 clusters Score -1186203 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1186373.125000 Penalty: 4532.280273
	Iteration 11Q: 3 clusters Score -1186373 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1186563.000000 Penalty: 4532.280273
	Iteration 12Q: 3 clusters Score -1186563 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1186809.500000 Penalty: 4532.280273
	Iteration 13Q: 3 clusters Score -1186810 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1187125.750000 Penalty: 4532.280273
	Iteration 14Q: 3 clusters Score -1187126 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1187439.125000 Penalty: 4532.280273
	Iteration 15Q: 3 clusters Score -1187439 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1187703.500000 Penalty: 4532.280273
	Iteration 16Q: 3 clusters Score -1187704 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1187892.125000 Penalty: 4532.280273
	Iteration 17Q: 3 clusters Score -1187892 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1188048.250000 Penalty: 4532.280273
	Iteration 18Q: 3 clusters Score -1188048 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1188184.625000 Penalty: 4532.280273
	Iteration 19Q: 3 clusters Score -1188185 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1188288.875000 Penalty: 4532.280273
	Iteration 20F: 3 clusters Score -1188289 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1188370.875000 Penalty: 4532.280273
	Iteration 21Q: 3 clusters Score -1188371 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1188429.750000 Penalty: 4532.280273
	Iteration 22Q: 3 clusters Score -1188430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1188475.250000 Penalty: 4532.280273
	Iteration 23Q: 3 clusters Score -1188475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1188514.625000 Penalty: 4532.280273
	Iteration 24Q: 3 clusters Score -1188515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1188545.250000 Penalty: 4532.280273
	Iteration 25Q: 3 clusters Score -1188545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1188566.625000 Penalty: 4532.280273
	Iteration 26Q: 3 clusters Score -1188567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1188587.125000 Penalty: 4532.280273
	Iteration 27Q: 3 clusters Score -1188587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1188610.750000 Penalty: 4532.280273
	Iteration 28Q: 3 clusters Score -1188611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1188638.000000 Penalty: 4532.280273
	Iteration 29Q: 3 clusters Score -1188638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1188667.500000 Penalty: 4532.280273
	Iteration 30Q: 3 clusters Score -1188668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1188692.625000 Penalty: 4532.280273
	Iteration 31Q: 3 clusters Score -1188693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1188715.250000 Penalty: 4532.280273
	Iteration 32Q: 3 clusters Score -1188715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1188744.250000 Penalty: 4532.280273
	Iteration 33Q: 3 clusters Score -1188744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1188759.875000 Penalty: 4532.280273
	Iteration 34Q: 3 clusters Score -1188760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1188770.500000 Penalty: 4532.280273
	Iteration 35Q: 3 clusters Score -1188770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1188775.250000 Penalty: 4532.280273
	Iteration 36Q: 3 clusters Score -1188775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1188785.625000 Penalty: 4532.280273
	Iteration 37Q: 3 clusters Score -1188786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1188791.875000 Penalty: 4532.280273
	Iteration 38Q: 3 clusters Score -1188792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1188799.250000 Penalty: 4532.280273
	Iteration 39Q: 3 clusters Score -1188799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1188801.250000 Penalty: 4532.280273
	Iteration 40F: 3 clusters Score -1188801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1188803.125000 Penalty: 4532.280273
	Iteration 41Q: 3 clusters Score -1188803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1188809.125000 Penalty: 4532.280273
	Iteration 42Q: 3 clusters Score -1188809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1188814.875000 Penalty: 4532.280273
	Iteration 43Q: 3 clusters Score -1188815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1188819.375000 Penalty: 4532.280273
	Iteration 44Q: 3 clusters Score -1188819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1188825.375000 Penalty: 4532.280273
	Iteration 45Q: 3 clusters Score -1188825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1188830.250000 Penalty: 4532.280273
	Iteration 46Q: 3 clusters Score -1188830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1188831.125000 Penalty: 4532.280273
	Iteration 47Q: 3 clusters Score -1188831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1188835.875000 Penalty: 4532.280273
	Iteration 48Q: 3 clusters Score -1188836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1188836.750000 Penalty: 4532.280273
	Iteration 49Q: 3 clusters Score -1188837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1188835.125000 Penalty: 4532.280273
	Iteration 50Q: 3 clusters Score -1188835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1188837.000000 Penalty: 4532.280273
	Iteration 51Q: 3 clusters Score -1188837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1188838.000000 Penalty: 4532.280273
	Iteration 52Q: 3 clusters Score -1188838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1188839.125000 Penalty: 4532.280273
	Iteration 53Q: 3 clusters Score -1188839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1188840.875000 Penalty: 4532.280273
	Iteration 54Q: 3 clusters Score -1188841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1188840.750000 Penalty: 4532.280273
	Iteration 55Q: 3 clusters Score -1188841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1188842.125000 Penalty: 4532.280273
	Iteration 56Q: 3 clusters Score -1188842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1188844.500000 Penalty: 4532.280273
	Iteration 57Q: 3 clusters Score -1188844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1188844.625000 Penalty: 4532.280273
	Iteration 58Q: 3 clusters Score -1188845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1188845.250000 Penalty: 4532.280273
	Iteration 59Q: 3 clusters Score -1188845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1188846.000000 Penalty: 4532.280273
	Iteration 60F: 3 clusters Score -1188846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1188846.750000 Penalty: 4532.280273
	Iteration 61Q: 3 clusters Score -1188847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1188847.250000 Penalty: 4532.280273
	Iteration 62Q: 3 clusters Score -1188847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1188846.875000 Penalty: 4532.280273
	Iteration 63Q: 3 clusters Score -1188847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1188848.125000 Penalty: 4532.280273
	Iteration 64Q: 3 clusters Score -1188848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1188848.125000 Penalty: 4532.280273
	Iteration 65F: 3 clusters Score -1188848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Entering Unmasked Estep 
Score: -6038113.000000 Penalty: 2665.062012
	Iteration 0F: 2 clusters Score -6038113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -6006817.500000 Penalty: 5330.124023
	Iteration 0F: 3 clusters Score -6006818 nChanged 21416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -6018548.000000 Penalty: 5330.124023
	Iteration 1F: 3 clusters Score -6018548 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -6019024.500000 Penalty: 5330.124023
	Iteration 2Q: 3 clusters Score -6019024 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -6019561.500000 Penalty: 5330.124023
	Iteration 3Q: 3 clusters Score -6019562 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -6020171.500000 Penalty: 5330.124023
	Iteration 4Q: 3 clusters Score -6020172 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -6021120.000000 Penalty: 5330.124023
	Iteration 5Q: 3 clusters Score -6021120 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -6022613.500000 Penalty: 5330.124023
	Iteration 6F: 3 clusters Score -6022614 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -6024949.500000 Penalty: 5330.124023
	Iteration 7F: 3 clusters Score -6024950 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -6028204.500000 Penalty: 5330.124023
	Iteration 8F: 3 clusters Score -6028204 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -6031577.000000 Penalty: 5330.124023
	Iteration 9F: 3 clusters Score -6031577 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6033977.000000 Penalty: 5330.124023
	Iteration 10F: 3 clusters Score -6033977 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6035145.500000 Penalty: 5330.124023
	Iteration 11Q: 3 clusters Score -6035146 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6035570.500000 Penalty: 5330.124023
	Iteration 12Q: 3 clusters Score -6035570 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6035756.500000 Penalty: 5330.124023
	Iteration 13Q: 3 clusters Score -6035756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6035874.000000 Penalty: 5330.124023
	Iteration 14Q: 3 clusters Score -6035874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6035938.500000 Penalty: 5330.124023
	Iteration 15Q: 3 clusters Score -6035938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6035971.000000 Penalty: 5330.124023
	Iteration 16Q: 3 clusters Score -6035971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6035991.500000 Penalty: 5330.124023
	Iteration 17Q: 3 clusters Score -6035992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6035991.000000 Penalty: 5330.124023
	Iteration 18Q: 3 clusters Score -6035991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6035991.500000 Penalty: 5330.124023
	Iteration 19Q: 3 clusters Score -6035992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6035991.500000 Penalty: 5330.124023
	Iteration 20F: 3 clusters Score -6035992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6035995.000000 Penalty: 5330.124023
	Iteration 21Q: 3 clusters Score -6035995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6035999.000000 Penalty: 5330.124023
	Iteration 22Q: 3 clusters Score -6035999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6035997.500000 Penalty: 5330.124023
	Iteration 23Q: 3 clusters Score -6035998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6035999.000000 Penalty: 5330.124023
	Iteration 24Q: 3 clusters Score -6035999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6035996.500000 Penalty: 5330.124023
	Iteration 25Q: 3 clusters Score -6035996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6035998.500000 Penalty: 5330.124023
	Iteration 26Q: 3 clusters Score -6035998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6035998.500000 Penalty: 5330.124023
	Iteration 27F: 3 clusters Score -6035998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Entering Unmasked Estep 
Score: -6931776.000000 Penalty: 2694.917969
	Iteration 0F: 2 clusters Score -6931776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -6896429.500000 Penalty: 5389.835938
	Iteration 0F: 3 clusters Score -6896430 nChanged 24286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -6909916.500000 Penalty: 5389.835938
	Iteration 1F: 3 clusters Score -6909916 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -6910425.500000 Penalty: 5389.835938
	Iteration 2Q: 3 clusters Score -6910426 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -6910869.000000 Penalty: 5389.835938
	Iteration 3Q: 3 clusters Score -6910869 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -6911296.000000 Penalty: 5389.835938
	Iteration 4Q: 3 clusters Score -6911296 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -6911790.000000 Penalty: 5389.835938
	Iteration 5Q: 3 clusters Score -6911790 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -6912304.000000 Penalty: 5389.835938
	Iteration 6Q: 3 clusters Score -6912304 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -6912932.500000 Penalty: 5389.835938
	Iteration 7Q: 3 clusters Score -6912932 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -6913699.000000 Penalty: 5389.835938
	Iteration 8Q: 3 clusters Score -6913699 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6914607.000000 Penalty: 5389.835938
	Iteration 9Q: 3 clusters Score -6914607 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -6915717.500000 Penalty: 5389.835938
	Iteration 10Q: 3 clusters Score -6915718 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -6917175.000000 Penalty: 5389.835938
	Iteration 11Q: 3 clusters Score -6917175 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -6918808.500000 Penalty: 5389.835938
	Iteration 12Q: 3 clusters Score -6918808 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -6920384.500000 Penalty: 5389.835938
	Iteration 13Q: 3 clusters Score -6920384 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -6921944.000000 Penalty: 5389.835938
	Iteration 14Q: 3 clusters Score -6921944 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -6923274.500000 Penalty: 5389.835938
	Iteration 15Q: 3 clusters Score -6923274 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -6924356.500000 Penalty: 5389.835938
	Iteration 16Q: 3 clusters Score -6924356 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -6925313.500000 Penalty: 5389.835938
	Iteration 17Q: 3 clusters Score -6925314 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -6926144.500000 Penalty: 5389.835938
	Iteration 18Q: 3 clusters Score -6926144 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -6926918.500000 Penalty: 5389.835938
	Iteration 19Q: 3 clusters Score -6926918 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -6927492.000000 Penalty: 5389.835938
	Iteration 20F: 3 clusters Score -6927492 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -6928063.500000 Penalty: 5389.835938
	Iteration 21Q: 3 clusters Score -6928064 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6928461.000000 Penalty: 5389.835938
	Iteration 22Q: 3 clusters Score -6928461 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -6928760.000000 Penalty: 5389.835938
	Iteration 23Q: 3 clusters Score -6928760 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -6928981.000000 Penalty: 5389.835938
	Iteration 24Q: 3 clusters Score -6928981 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -6929134.500000 Penalty: 5389.835938
	Iteration 25Q: 3 clusters Score -6929134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -6929213.500000 Penalty: 5389.835938
	Iteration 26Q: 3 clusters Score -6929214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -6929259.500000 Penalty: 5389.835938
	Iteration 27Q: 3 clusters Score -6929260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -6929299.500000 Penalty: 5389.835938
	Iteration 28Q: 3 clusters Score -6929300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -6929322.000000 Penalty: 5389.835938
	Iteration 29Q: 3 clusters Score -6929322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -6929354.000000 Penalty: 5389.835938
	Iteration 30Q: 3 clusters Score -6929354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -6929367.500000 Penalty: 5389.835938
	Iteration 31Q: 3 clusters Score -6929368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -6929381.500000 Penalty: 5389.835938
	Iteration 32Q: 3 clusters Score -6929382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -6929385.500000 Penalty: 5389.835938
	Iteration 33Q: 3 clusters Score -6929386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -6929405.000000 Penalty: 5389.835938
	Iteration 34Q: 3 clusters Score -6929405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -6929411.000000 Penalty: 5389.835938
	Iteration 35Q: 3 clusters Score -6929411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -6929419.000000 Penalty: 5389.835938
	Iteration 36Q: 3 clusters Score -6929419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -6929426.000000 Penalty: 5389.835938
	Iteration 37Q: 3 clusters Score -6929426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -6929424.500000 Penalty: 5389.835938
	Iteration 38Q: 3 clusters Score -6929424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -6929429.000000 Penalty: 5389.835938
	Iteration 39Q: 3 clusters Score -6929429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -6929431.500000 Penalty: 5389.835938
	Iteration 40F: 3 clusters Score -6929432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -6929434.500000 Penalty: 5389.835938
	Iteration 41Q: 3 clusters Score -6929434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -6929436.500000 Penalty: 5389.835938
	Iteration 42Q: 3 clusters Score -6929436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -6929436.500000 Penalty: 5389.835938
	Iteration 43F: 3 clusters Score -6929436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -63933.542969 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -63933.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62372.378906 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -62372.38 nChanged 125
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: -62707.957031 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -62707.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62907.105469 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -62907.11 nChanged 34
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: -63034.234375 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -63034.23 nChanged 22
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: -63129.390625 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -63129.39 nChanged 18
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: -63226.820312 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -63226.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63342.062500 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -63342.06 nChanged 23
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: -63466.304688 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -63466.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63608.093750 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -63608.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63654.781250 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -63654.78 nChanged 7
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: -63681.910156 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -63681.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63694.160156 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -63694.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63696.832031 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -63696.83 nChanged 1
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: -63704.644531 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -63704.64 nChanged 0
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: -63704.644531 Penalty: 3165.380615
	Iteration 14F: 3 clusters Score -63704.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Entering Unmasked Estep 
Score: -323896.125000 Penalty: 1936.967529
	Iteration 0F: 2 clusters Score -323896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -320971.375000 Penalty: 3873.935059
	Iteration 0F: 3 clusters Score -320971.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -321595.781250 Penalty: 3873.935059
	Iteration 1F: 3 clusters Score -321595.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -321770.156250 Penalty: 3873.935059
	Iteration 2F: 3 clusters Score -321770.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -321899.218750 Penalty: 3873.935059
	Iteration 3F: 3 clusters Score -321899.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -321972.500000 Penalty: 3873.935059
	Iteration 4Q: 3 clusters Score -321972.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -322022.406250 Penalty: 3873.935059
	Iteration 5Q: 3 clusters Score -322022.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -322065.906250 Penalty: 3873.935059
	Iteration 6Q: 3 clusters Score -322065.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -322107.937500 Penalty: 3873.935059
	Iteration 7Q: 3 clusters Score -322107.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -322151.312500 Penalty: 3873.935059
	Iteration 8Q: 3 clusters Score -322151.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -322182.687500 Penalty: 3873.935059
	Iteration 9Q: 3 clusters Score -322182.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -322215.750000 Penalty: 3873.935059
	Iteration 10Q: 3 clusters Score -322215.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -322245.937500 Penalty: 3873.935059
	Iteration 11Q: 3 clusters Score -322245.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -322276.312500 Penalty: 3873.935059
	Iteration 12Q: 3 clusters Score -322276.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -322295.437500 Penalty: 3873.935059
	Iteration 13Q: 3 clusters Score -322295.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -322307.406250 Penalty: 3873.935059
	Iteration 14Q: 3 clusters Score -322307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -322318.125000 Penalty: 3873.935059
	Iteration 15Q: 3 clusters Score -322318.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -322325.343750 Penalty: 3873.935059
	Iteration 16Q: 3 clusters Score -322325.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -322333.375000 Penalty: 3873.935059
	Iteration 17Q: 3 clusters Score -322333.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -322338.125000 Penalty: 3873.935059
	Iteration 18Q: 3 clusters Score -322338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -322340.468750 Penalty: 3873.935059
	Iteration 19Q: 3 clusters Score -322340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -322340.593750 Penalty: 3873.935059
	Iteration 20F: 3 clusters Score -322340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -322340.625000 Penalty: 3873.935059
	Iteration 21Q: 3 clusters Score -322340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -322340.625000 Penalty: 3873.935059
	Iteration 22F: 3 clusters Score -322340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -79221.265625 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -79221.27 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 364 members 
Entering Unmasked Estep 
Score: -77558.062500 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -77558.06 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78017.390625 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -78017.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78429.210938 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -78429.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78803.539062 Penalty: 3271.507080
	Iteration 3F: 3 clusters Score -78803.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79006.875000 Penalty: 3271.507080
	Iteration 4F: 3 clusters Score -79006.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79155.117188 Penalty: 3271.507080
	Iteration 5F: 3 clusters Score -79155.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79376.109375 Penalty: 3271.507080
	Iteration 6F: 3 clusters Score -79376.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79506.640625 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -79506.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -79636.468750 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -79636.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79877.867188 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -79877.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79932.648438 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -79932.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79960.250000 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -79960.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79967.000000 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -79967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79969.515625 Penalty: 3271.507080
	Iteration 13Q: 3 clusters Score -79969.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79976.828125 Penalty: 3271.507080
	Iteration 14Q: 3 clusters Score -79976.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -79977.843750 Penalty: 3271.507080
	Iteration 15Q: 3 clusters Score -79977.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79979.398438 Penalty: 3271.507080
	Iteration 16Q: 3 clusters Score -79979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79984.367188 Penalty: 3271.507080
	Iteration 17F: 3 clusters Score -79984.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79995.226562 Penalty: 3271.507080
	Iteration 18Q: 3 clusters Score -79995.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80002.117188 Penalty: 3271.507080
	Iteration 19Q: 3 clusters Score -80002.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80002.117188 Penalty: 3271.507080
	Iteration 20F: 3 clusters Score -80002.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19041 members 
Mstep: Class 3 contains 22440 members 
Mstep: Class 4 contains 194727 members 
Mstep: Class 5 contains 46319 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72886 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40660 members 
Mstep: Class 14 contains 38751 members 
Mstep: Class 15 contains 52206 members 
Mstep: Class 16 contains 168989 members 
Mstep: Class 17 contains 27397 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 52397 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195697 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 470 members 
Entering Unmasked Estep 
Score: -133240600.000000 Penalty: 96125.335938
Splitting cluster 24 changes total score from -133241696.000000 to -133240600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -31426.761719 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -31426.76 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 178 members 
Entering Unmasked Estep 
Score: -30239.648438 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -30239.65 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30414.294922 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -30414.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30478.902344 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -30478.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30566.193359 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -30566.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30595.853516 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -30595.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30607.886719 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -30607.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30610.404297 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -30610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30610.724609 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -30610.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30610.724609 Penalty: 2891.156982
	Iteration 8F: 3 clusters Score -30610.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (195697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195697 members 
Entering Unmasked Estep 
Score: -25981556.000000 Penalty: 3021.711914
	Iteration 0F: 2 clusters Score -2.598156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97786 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -25854280.000000 Penalty: 6043.423828
	Iteration 0F: 3 clusters Score -2.585428e+07 nChanged 94032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97764 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -25908852.000000 Penalty: 6043.423828
	Iteration 1F: 3 clusters Score -2.590885e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97858 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -25909394.000000 Penalty: 6043.423828
	Iteration 2Q: 3 clusters Score -2.590939e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97922 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -25910214.000000 Penalty: 6043.423828
	Iteration 3Q: 3 clusters Score -2.591021e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -25911068.000000 Penalty: 6043.423828
	Iteration 4Q: 3 clusters Score -2.591107e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -25912358.000000 Penalty: 6043.423828
	Iteration 5Q: 3 clusters Score -2.591236e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -25914214.000000 Penalty: 6043.423828
	Iteration 6Q: 3 clusters Score -2.591421e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -25916892.000000 Penalty: 6043.423828
	Iteration 7Q: 3 clusters Score -2.591689e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -25921256.000000 Penalty: 6043.423828
	Iteration 8Q: 3 clusters Score -2.592126e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 102373 members 
Entering Unmasked Estep 
Score: -25927554.000000 Penalty: 6043.423828
	Iteration 9F: 3 clusters Score -2.592755e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 106650 members 
Entering Unmasked Estep 
Score: -25936738.000000 Penalty: 6043.423828
	Iteration 10F: 3 clusters Score -2.593674e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -25948334.000000 Penalty: 6043.423828
	Iteration 11F: 3 clusters Score -2.594833e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 117215 members 
Entering Unmasked Estep 
Score: -25957770.000000 Penalty: 6043.423828
	Iteration 12F: 3 clusters Score -2.595777e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -25962594.000000 Penalty: 6043.423828
	Iteration 13Q: 3 clusters Score -2.596259e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -25964724.000000 Penalty: 6043.423828
	Iteration 14Q: 3 clusters Score -2.596472e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 128152 members 
Entering Unmasked Estep 
Score: -25966188.000000 Penalty: 6043.423828
	Iteration 15Q: 3 clusters Score -2.596619e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 131300 members 
Entering Unmasked Estep 
Score: -25967630.000000 Penalty: 6043.423828
	Iteration 16Q: 3 clusters Score -2.596763e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -25968862.000000 Penalty: 6043.423828
	Iteration 17Q: 3 clusters Score -2.596886e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 137195 members 
Entering Unmasked Estep 
Score: -25969846.000000 Penalty: 6043.423828
	Iteration 18Q: 3 clusters Score -2.596985e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 140053 members 
Entering Unmasked Estep 
Score: -25970732.000000 Penalty: 6043.423828
	Iteration 19Q: 3 clusters Score -2.597073e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 142767 members 
Entering Unmasked Estep 
Score: -25971564.000000 Penalty: 6043.423828
	Iteration 20F: 3 clusters Score -2.597156e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 145449 members 
Entering Unmasked Estep 
Score: -25972244.000000 Penalty: 6043.423828
	Iteration 21Q: 3 clusters Score -2.597224e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -25972830.000000 Penalty: 6043.423828
	Iteration 22Q: 3 clusters Score -2.597283e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 150596 members 
Entering Unmasked Estep 
Score: -25973396.000000 Penalty: 6043.423828
	Iteration 23Q: 3 clusters Score -2.59734e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 153108 members 
Entering Unmasked Estep 
Score: -25974058.000000 Penalty: 6043.423828
	Iteration 24Q: 3 clusters Score -2.597406e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 155645 members 
Entering Unmasked Estep 
Score: -25974636.000000 Penalty: 6043.423828
	Iteration 25Q: 3 clusters Score -2.597464e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -25975200.000000 Penalty: 6043.423828
	Iteration 26Q: 3 clusters Score -2.59752e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 160371 members 
Entering Unmasked Estep 
Score: -25975796.000000 Penalty: 6043.423828
	Iteration 27Q: 3 clusters Score -2.59758e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 162631 members 
Entering Unmasked Estep 
Score: -25976340.000000 Penalty: 6043.423828
	Iteration 28Q: 3 clusters Score -2.597634e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 164789 members 
Entering Unmasked Estep 
Score: -25976696.000000 Penalty: 6043.423828
	Iteration 29Q: 3 clusters Score -2.59767e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -25977164.000000 Penalty: 6043.423828
	Iteration 30Q: 3 clusters Score -2.597716e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 168966 members 
Entering Unmasked Estep 
Score: -25977662.000000 Penalty: 6043.423828
	Iteration 31Q: 3 clusters Score -2.597766e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 170941 members 
Entering Unmasked Estep 
Score: -25978078.000000 Penalty: 6043.423828
	Iteration 32Q: 3 clusters Score -2.597808e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 172884 members 
Entering Unmasked Estep 
Score: -25978506.000000 Penalty: 6043.423828
	Iteration 33Q: 3 clusters Score -2.597851e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -25978874.000000 Penalty: 6043.423828
	Iteration 34Q: 3 clusters Score -2.597887e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 176401 members 
Entering Unmasked Estep 
Score: -25979062.000000 Penalty: 6043.423828
	Iteration 35Q: 3 clusters Score -2.597906e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 178050 members 
Entering Unmasked Estep 
Score: -25979354.000000 Penalty: 6043.423828
	Iteration 36Q: 3 clusters Score -2.597935e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 179589 members 
Entering Unmasked Estep 
Score: -25979498.000000 Penalty: 6043.423828
	Iteration 37Q: 3 clusters Score -2.59795e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -25979698.000000 Penalty: 6043.423828
	Iteration 38Q: 3 clusters Score -2.59797e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 182418 members 
Entering Unmasked Estep 
Score: -25979854.000000 Penalty: 6043.423828
	Iteration 39Q: 3 clusters Score -2.597985e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 183608 members 
Entering Unmasked Estep 
Score: -25980022.000000 Penalty: 6043.423828
	Iteration 40F: 3 clusters Score -2.598002e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 184685 members 
Entering Unmasked Estep 
Score: -25980118.000000 Penalty: 6043.423828
	Iteration 41Q: 3 clusters Score -2.598012e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 185680 members 
Entering Unmasked Estep 
Score: -25980064.000000 Penalty: 6043.423828
	Iteration 42Q: 3 clusters Score -2.598006e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 186554 members 
Entering Unmasked Estep 
Score: -25980018.000000 Penalty: 6043.423828
	Iteration 43Q: 3 clusters Score -2.598002e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 187371 members 
Entering Unmasked Estep 
Score: -25980090.000000 Penalty: 6043.423828
	Iteration 44Q: 3 clusters Score -2.598009e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 188082 members 
Entering Unmasked Estep 
Score: -25980148.000000 Penalty: 6043.423828
	Iteration 45Q: 3 clusters Score -2.598015e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 188707 members 
Entering Unmasked Estep 
Score: -25980244.000000 Penalty: 6043.423828
	Iteration 46Q: 3 clusters Score -2.598024e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 189277 members 
Entering Unmasked Estep 
Score: -25980282.000000 Penalty: 6043.423828
	Iteration 47Q: 3 clusters Score -2.598028e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 189771 members 
Entering Unmasked Estep 
Score: -25980326.000000 Penalty: 6043.423828
	Iteration 48Q: 3 clusters Score -2.598033e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 190207 members 
Entering Unmasked Estep 
Score: -25980336.000000 Penalty: 6043.423828
	Iteration 49Q: 3 clusters Score -2.598034e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 190603 members 
Entering Unmasked Estep 
Score: -25980400.000000 Penalty: 6043.423828
	Iteration 50Q: 3 clusters Score -2.59804e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 190930 members 
Entering Unmasked Estep 
Score: -25980354.000000 Penalty: 6043.423828
	Iteration 51Q: 3 clusters Score -2.598035e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 191229 members 
Entering Unmasked Estep 
Score: -25980304.000000 Penalty: 6043.423828
	Iteration 52Q: 3 clusters Score -2.59803e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 191489 members 
Entering Unmasked Estep 
Score: -25980306.000000 Penalty: 6043.423828
	Iteration 53Q: 3 clusters Score -2.598031e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 191719 members 
Entering Unmasked Estep 
Score: -25980270.000000 Penalty: 6043.423828
	Iteration 54Q: 3 clusters Score -2.598027e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 191916 members 
Entering Unmasked Estep 
Score: -25980122.000000 Penalty: 6043.423828
	Iteration 55Q: 3 clusters Score -2.598012e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 192083 members 
Entering Unmasked Estep 
Score: -25980068.000000 Penalty: 6043.423828
	Iteration 56Q: 3 clusters Score -2.598007e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 192238 members 
Entering Unmasked Estep 
Score: -25980130.000000 Penalty: 6043.423828
	Iteration 57Q: 3 clusters Score -2.598013e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 192370 members 
Entering Unmasked Estep 
Score: -25980130.000000 Penalty: 6043.423828
	Iteration 58Q: 3 clusters Score -2.598013e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 192468 members 
Entering Unmasked Estep 
Score: -25980106.000000 Penalty: 6043.423828
	Iteration 59Q: 3 clusters Score -2.598011e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 192553 members 
Entering Unmasked Estep 
Score: -25980102.000000 Penalty: 6043.423828
	Iteration 60F: 3 clusters Score -2.59801e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 192620 members 
Entering Unmasked Estep 
Score: -25980106.000000 Penalty: 6043.423828
	Iteration 61Q: 3 clusters Score -2.598011e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 192671 members 
Entering Unmasked Estep 
Score: -25980136.000000 Penalty: 6043.423828
	Iteration 62Q: 3 clusters Score -2.598014e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 192713 members 
Entering Unmasked Estep 
Score: -25980130.000000 Penalty: 6043.423828
	Iteration 63Q: 3 clusters Score -2.598013e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 192752 members 
Entering Unmasked Estep 
Score: -25980140.000000 Penalty: 6043.423828
	Iteration 64Q: 3 clusters Score -2.598014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 192791 members 
Entering Unmasked Estep 
Score: -25980120.000000 Penalty: 6043.423828
	Iteration 65Q: 3 clusters Score -2.598012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 192822 members 
Entering Unmasked Estep 
Score: -25980104.000000 Penalty: 6043.423828
	Iteration 66Q: 3 clusters Score -2.59801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 192856 members 
Entering Unmasked Estep 
Score: -25980100.000000 Penalty: 6043.423828
	Iteration 67Q: 3 clusters Score -2.59801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 192885 members 
Entering Unmasked Estep 
Score: -25980076.000000 Penalty: 6043.423828
	Iteration 68Q: 3 clusters Score -2.598008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 192901 members 
Entering Unmasked Estep 
Score: -25980068.000000 Penalty: 6043.423828
	Iteration 69Q: 3 clusters Score -2.598007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 192923 members 
Entering Unmasked Estep 
Score: -25980066.000000 Penalty: 6043.423828
	Iteration 70Q: 3 clusters Score -2.598007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 192946 members 
Entering Unmasked Estep 
Score: -25980066.000000 Penalty: 6043.423828
	Iteration 71Q: 3 clusters Score -2.598007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 192970 members 
Entering Unmasked Estep 
Score: -25980032.000000 Penalty: 6043.423828
	Iteration 72Q: 3 clusters Score -2.598003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 192991 members 
Entering Unmasked Estep 
Score: -25980012.000000 Penalty: 6043.423828
	Iteration 73Q: 3 clusters Score -2.598001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 193010 members 
Entering Unmasked Estep 
Score: -25980018.000000 Penalty: 6043.423828
	Iteration 74Q: 3 clusters Score -2.598002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 193024 members 
Entering Unmasked Estep 
Score: -25980042.000000 Penalty: 6043.423828
	Iteration 75Q: 3 clusters Score -2.598004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 193037 members 
Entering Unmasked Estep 
Score: -25980016.000000 Penalty: 6043.423828
	Iteration 76Q: 3 clusters Score -2.598002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 193053 members 
Entering Unmasked Estep 
Score: -25979998.000000 Penalty: 6043.423828
	Iteration 77Q: 3 clusters Score -2.598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 193073 members 
Entering Unmasked Estep 
Score: -25980020.000000 Penalty: 6043.423828
	Iteration 78Q: 3 clusters Score -2.598002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 193087 members 
Entering Unmasked Estep 
Score: -25980018.000000 Penalty: 6043.423828
	Iteration 79Q: 3 clusters Score -2.598002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 193102 members 
Entering Unmasked Estep 
Score: -25979996.000000 Penalty: 6043.423828
	Iteration 80F: 3 clusters Score -2.598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 193118 members 
Entering Unmasked Estep 
Score: -25980002.000000 Penalty: 6043.423828
	Iteration 81Q: 3 clusters Score -2.598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 193135 members 
Entering Unmasked Estep 
Score: -25979990.000000 Penalty: 6043.423828
	Iteration 82Q: 3 clusters Score -2.597999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 193159 members 
Entering Unmasked Estep 
Score: -25979998.000000 Penalty: 6043.423828
	Iteration 83Q: 3 clusters Score -2.598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 193177 members 
Entering Unmasked Estep 
Score: -25979994.000000 Penalty: 6043.423828
	Iteration 84Q: 3 clusters Score -2.597999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 193189 members 
Entering Unmasked Estep 
Score: -25980002.000000 Penalty: 6043.423828
	Iteration 85Q: 3 clusters Score -2.598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 193205 members 
Entering Unmasked Estep 
Score: -25979992.000000 Penalty: 6043.423828
	Iteration 86Q: 3 clusters Score -2.597999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 193215 members 
Entering Unmasked Estep 
Score: -25979972.000000 Penalty: 6043.423828
	Iteration 87Q: 3 clusters Score -2.597997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 193225 members 
Entering Unmasked Estep 
Score: -25979996.000000 Penalty: 6043.423828
	Iteration 88Q: 3 clusters Score -2.598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 193235 members 
Entering Unmasked Estep 
Score: -25979994.000000 Penalty: 6043.423828
	Iteration 89Q: 3 clusters Score -2.597999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 193246 members 
Entering Unmasked Estep 
Score: -25980008.000000 Penalty: 6043.423828
	Iteration 90Q: 3 clusters Score -2.598001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 193255 members 
Entering Unmasked Estep 
Score: -25980014.000000 Penalty: 6043.423828
	Iteration 91Q: 3 clusters Score -2.598001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 193269 members 
Entering Unmasked Estep 
Score: -25980020.000000 Penalty: 6043.423828
	Iteration 92Q: 3 clusters Score -2.598002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 193287 members 
Entering Unmasked Estep 
Score: -25979996.000000 Penalty: 6043.423828
	Iteration 93Q: 3 clusters Score -2.598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 193300 members 
Entering Unmasked Estep 
Score: -25979986.000000 Penalty: 6043.423828
	Iteration 94Q: 3 clusters Score -2.597999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 193311 members 
Entering Unmasked Estep 
Score: -25979984.000000 Penalty: 6043.423828
	Iteration 95Q: 3 clusters Score -2.597998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 193315 members 
Entering Unmasked Estep 
Score: -25979996.000000 Penalty: 6043.423828
	Iteration 96Q: 3 clusters Score -2.598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 193321 members 
Entering Unmasked Estep 
Score: -25980002.000000 Penalty: 6043.423828
	Iteration 97Q: 3 clusters Score -2.598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 193325 members 
Entering Unmasked Estep 
Score: -25980002.000000 Penalty: 6043.423828
	Iteration 98Q: 3 clusters Score -2.598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 193330 members 
Entering Unmasked Estep 
Score: -25980000.000000 Penalty: 6043.423828
	Iteration 99Q: 3 clusters Score -2.598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 193334 members 
Entering Unmasked Estep 
Score: -25980004.000000 Penalty: 6043.423828
	Iteration 100F: 3 clusters Score -2.598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 193336 members 
Entering Unmasked Estep 
Score: -25980000.000000 Penalty: 6043.423828
	Iteration 101Q: 3 clusters Score -2.598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 193338 members 
Entering Unmasked Estep 
Score: -25979986.000000 Penalty: 6043.423828
	Iteration 102Q: 3 clusters Score -2.597999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 193340 members 
Entering Unmasked Estep 
Score: -25979978.000000 Penalty: 6043.423828
	Iteration 103Q: 3 clusters Score -2.597998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 193344 members 
Entering Unmasked Estep 
Score: -25979980.000000 Penalty: 6043.423828
	Iteration 104Q: 3 clusters Score -2.597998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 193347 members 
Entering Unmasked Estep 
Score: -25979974.000000 Penalty: 6043.423828
	Iteration 105Q: 3 clusters Score -2.597997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 193349 members 
Entering Unmasked Estep 
Score: -25979988.000000 Penalty: 6043.423828
	Iteration 106Q: 3 clusters Score -2.597999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 193349 members 
Entering Unmasked Estep 
Score: -25979988.000000 Penalty: 6043.423828
	Iteration 107F: 3 clusters Score -2.597999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69611.265625 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69611.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68021.062500 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -68021.06 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68425.523438 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -68425.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68742.968750 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -68742.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68978.414062 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -68978.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69161.000000 Penalty: 3191.535156
	Iteration 4F: 3 clusters Score -69161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69317.070312 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -69317.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69427.867188 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -69427.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69552.960938 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -69552.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -69721.625000 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -69721.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69960.375000 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -69960.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70125.101562 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -70125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70302.640625 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -70302.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70318.820312 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -70318.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70318.820312 Penalty: 3191.535156
	Iteration 13F: 3 clusters Score -70318.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19041 members 
Mstep: Class 3 contains 22440 members 
Mstep: Class 4 contains 194727 members 
Mstep: Class 5 contains 46319 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72886 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40660 members 
Mstep: Class 14 contains 38751 members 
Mstep: Class 15 contains 52206 members 
Mstep: Class 16 contains 168989 members 
Mstep: Class 17 contains 27397 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 52397 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195697 members 
Mstep: Class 27 contains 227 members 
Mstep: Class 28 contains 396 members 
Entering Unmasked Estep 
Score: -133240544.000000 Penalty: 96125.335938
Splitting cluster 27 changes total score from -133241696.000000 to -133240544.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19041 members 
Mstep: Class 3 contains 22440 members 
Mstep: Class 4 contains 194727 members 
Mstep: Class 5 contains 46319 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72886 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40660 members 
Mstep: Class 14 contains 38751 members 
Mstep: Class 15 contains 52206 members 
Mstep: Class 16 contains 168989 members 
Mstep: Class 17 contains 27397 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 52397 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195697 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241752.000000 Penalty: 92692.289062
Iteration 319Q: 28 clusters Score -1.332418e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19089 members 
Mstep: Class 3 contains 22445 members 
Mstep: Class 4 contains 194722 members 
Mstep: Class 5 contains 46333 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72917 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40659 members 
Mstep: Class 14 contains 38756 members 
Mstep: Class 15 contains 52210 members 
Mstep: Class 16 contains 168852 members 
Mstep: Class 17 contains 27409 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 46455 members 
Mstep: Class 21 contains 52417 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195711 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241560.000000 Penalty: 92692.289062
Iteration 320F: 28 clusters Score -1.332416e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 22449 members 
Mstep: Class 4 contains 194720 members 
Mstep: Class 5 contains 46351 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72942 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18739 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40659 members 
Mstep: Class 14 contains 38753 members 
Mstep: Class 15 contains 52220 members 
Mstep: Class 16 contains 168732 members 
Mstep: Class 17 contains 27416 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 46458 members 
Mstep: Class 21 contains 52427 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195725 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241688.000000 Penalty: 92692.289062
Iteration 321Q: 28 clusters Score -1.332417e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19168 members 
Mstep: Class 3 contains 22457 members 
Mstep: Class 4 contains 194720 members 
Mstep: Class 5 contains 46361 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 72972 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18742 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40660 members 
Mstep: Class 14 contains 38752 members 
Mstep: Class 15 contains 52230 members 
Mstep: Class 16 contains 168641 members 
Mstep: Class 17 contains 27422 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 46457 members 
Mstep: Class 21 contains 52438 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195703 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241672.000000 Penalty: 92692.289062
Iteration 322Q: 28 clusters Score -1.332417e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19212 members 
Mstep: Class 3 contains 22466 members 
Mstep: Class 4 contains 194722 members 
Mstep: Class 5 contains 46384 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 73002 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18738 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40663 members 
Mstep: Class 14 contains 38761 members 
Mstep: Class 15 contains 52231 members 
Mstep: Class 16 contains 168525 members 
Mstep: Class 17 contains 27434 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 46468 members 
Mstep: Class 21 contains 52441 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195676 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241592.000000 Penalty: 92692.289062
Iteration 323Q: 28 clusters Score -1.332416e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19253 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 194716 members 
Mstep: Class 5 contains 46406 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 73032 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18735 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40664 members 
Mstep: Class 14 contains 38779 members 
Mstep: Class 15 contains 52235 members 
Mstep: Class 16 contains 168409 members 
Mstep: Class 17 contains 27445 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 46476 members 
Mstep: Class 21 contains 52436 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195663 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241656.000000 Penalty: 92692.289062
Iteration 324Q: 28 clusters Score -1.332417e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 19290 members 
Mstep: Class 3 contains 22482 members 
Mstep: Class 4 contains 194713 members 
Mstep: Class 5 contains 46427 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 73058 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18731 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40667 members 
Mstep: Class 14 contains 38796 members 
Mstep: Class 15 contains 52246 members 
Mstep: Class 16 contains 168306 members 
Mstep: Class 17 contains 27451 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9297 members 
Mstep: Class 20 contains 46470 members 
Mstep: Class 21 contains 52443 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195645 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241736.000000 Penalty: 92692.289062
Iteration 325Q: 28 clusters Score -1.332417e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 19318 members 
Mstep: Class 3 contains 22487 members 
Mstep: Class 4 contains 194710 members 
Mstep: Class 5 contains 46440 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 73078 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18727 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40670 members 
Mstep: Class 14 contains 38814 members 
Mstep: Class 15 contains 52253 members 
Mstep: Class 16 contains 168250 members 
Mstep: Class 17 contains 27459 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9296 members 
Mstep: Class 20 contains 46473 members 
Mstep: Class 21 contains 52447 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195598 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241656.000000 Penalty: 92692.289062
Iteration 326Q: 28 clusters Score -1.332417e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 19335 members 
Mstep: Class 3 contains 22491 members 
Mstep: Class 4 contains 194712 members 
Mstep: Class 5 contains 46452 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 73104 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18727 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40675 members 
Mstep: Class 14 contains 38829 members 
Mstep: Class 15 contains 52252 members 
Mstep: Class 16 contains 168197 members 
Mstep: Class 17 contains 27460 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9294 members 
Mstep: Class 20 contains 46481 members 
Mstep: Class 21 contains 52452 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195559 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241800.000000 Penalty: 92692.289062
Iteration 327Q: 28 clusters Score -1.332418e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 19360 members 
Mstep: Class 3 contains 22496 members 
Mstep: Class 4 contains 194714 members 
Mstep: Class 5 contains 46466 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73133 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18735 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40670 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 52256 members 
Mstep: Class 16 contains 168141 members 
Mstep: Class 17 contains 27467 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 46491 members 
Mstep: Class 21 contains 52462 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195492 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241808.000000 Penalty: 92692.289062
Iteration 328Q: 28 clusters Score -1.332418e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19381 members 
Mstep: Class 3 contains 22499 members 
Mstep: Class 4 contains 194715 members 
Mstep: Class 5 contains 46487 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73148 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40664 members 
Mstep: Class 14 contains 38852 members 
Mstep: Class 15 contains 52260 members 
Mstep: Class 16 contains 168126 members 
Mstep: Class 17 contains 27473 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 46491 members 
Mstep: Class 21 contains 52464 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195423 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241864.000000 Penalty: 92692.289062
Iteration 329Q: 28 clusters Score -1.332419e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19408 members 
Mstep: Class 3 contains 22502 members 
Mstep: Class 4 contains 194714 members 
Mstep: Class 5 contains 46506 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73168 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40659 members 
Mstep: Class 14 contains 38864 members 
Mstep: Class 15 contains 52259 members 
Mstep: Class 16 contains 168092 members 
Mstep: Class 17 contains 27478 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 46493 members 
Mstep: Class 21 contains 52469 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2468 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195363 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241744.000000 Penalty: 92692.289062
Iteration 330Q: 28 clusters Score -1.332417e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19427 members 
Mstep: Class 3 contains 22503 members 
Mstep: Class 4 contains 194714 members 
Mstep: Class 5 contains 46518 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73201 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18758 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40657 members 
Mstep: Class 14 contains 38875 members 
Mstep: Class 15 contains 52262 members 
Mstep: Class 16 contains 168034 members 
Mstep: Class 17 contains 27487 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 46499 members 
Mstep: Class 21 contains 52469 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195327 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241888.000000 Penalty: 92692.289062
Iteration 331Q: 28 clusters Score -1.332419e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 19443 members 
Mstep: Class 3 contains 22508 members 
Mstep: Class 4 contains 194715 members 
Mstep: Class 5 contains 46524 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73234 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40658 members 
Mstep: Class 14 contains 38886 members 
Mstep: Class 15 contains 52263 members 
Mstep: Class 16 contains 167992 members 
Mstep: Class 17 contains 27492 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 46508 members 
Mstep: Class 21 contains 52474 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195276 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241880.000000 Penalty: 92692.289062
Iteration 332Q: 28 clusters Score -1.332419e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 19470 members 
Mstep: Class 3 contains 22513 members 
Mstep: Class 4 contains 194718 members 
Mstep: Class 5 contains 46532 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73256 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18764 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40658 members 
Mstep: Class 14 contains 38900 members 
Mstep: Class 15 contains 52258 members 
Mstep: Class 16 contains 167960 members 
Mstep: Class 17 contains 27503 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9289 members 
Mstep: Class 20 contains 46514 members 
Mstep: Class 21 contains 52468 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2466 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195225 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241952.000000 Penalty: 92692.289062
Iteration 333Q: 28 clusters Score -1.33242e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 19502 members 
Mstep: Class 3 contains 22521 members 
Mstep: Class 4 contains 194715 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73281 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40662 members 
Mstep: Class 14 contains 38906 members 
Mstep: Class 15 contains 52255 members 
Mstep: Class 16 contains 167919 members 
Mstep: Class 17 contains 27510 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 46527 members 
Mstep: Class 21 contains 52464 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195171 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242032.000000 Penalty: 92692.289062
Iteration 334Q: 28 clusters Score -1.33242e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 19527 members 
Mstep: Class 3 contains 22529 members 
Mstep: Class 4 contains 194713 members 
Mstep: Class 5 contains 46549 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73291 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18759 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 38914 members 
Mstep: Class 15 contains 52255 members 
Mstep: Class 16 contains 167920 members 
Mstep: Class 17 contains 27513 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 46540 members 
Mstep: Class 21 contains 52473 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195100 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242320.000000 Penalty: 92692.289062
Iteration 335Q: 28 clusters Score -1.332423e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 19549 members 
Mstep: Class 3 contains 22535 members 
Mstep: Class 4 contains 194709 members 
Mstep: Class 5 contains 46547 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73305 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18757 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40659 members 
Mstep: Class 14 contains 38912 members 
Mstep: Class 15 contains 52249 members 
Mstep: Class 16 contains 167942 members 
Mstep: Class 17 contains 27520 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 46540 members 
Mstep: Class 21 contains 52477 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 195035 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242400.000000 Penalty: 92692.289062
Iteration 336Q: 28 clusters Score -1.332424e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19569 members 
Mstep: Class 3 contains 22536 members 
Mstep: Class 4 contains 194710 members 
Mstep: Class 5 contains 46545 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73327 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40656 members 
Mstep: Class 14 contains 38912 members 
Mstep: Class 15 contains 52249 members 
Mstep: Class 16 contains 167960 members 
Mstep: Class 17 contains 27518 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 46541 members 
Mstep: Class 21 contains 52491 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2468 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194970 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242192.000000 Penalty: 92692.289062
Iteration 337Q: 28 clusters Score -1.332422e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 19592 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 194708 members 
Mstep: Class 5 contains 46553 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73344 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18749 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40656 members 
Mstep: Class 14 contains 38912 members 
Mstep: Class 15 contains 52247 members 
Mstep: Class 16 contains 167995 members 
Mstep: Class 17 contains 27506 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 46543 members 
Mstep: Class 21 contains 52495 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194897 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242168.000000 Penalty: 92692.289062
Iteration 338Q: 28 clusters Score -1.332422e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 19606 members 
Mstep: Class 3 contains 22540 members 
Mstep: Class 4 contains 194702 members 
Mstep: Class 5 contains 46557 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73364 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18752 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40651 members 
Mstep: Class 14 contains 38913 members 
Mstep: Class 15 contains 52251 members 
Mstep: Class 16 contains 168027 members 
Mstep: Class 17 contains 27500 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 46550 members 
Mstep: Class 21 contains 52502 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2470 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194818 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242088.000000 Penalty: 92692.289062
Iteration 339Q: 28 clusters Score -1.332421e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 19624 members 
Mstep: Class 3 contains 22545 members 
Mstep: Class 4 contains 194696 members 
Mstep: Class 5 contains 46564 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73378 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18751 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40652 members 
Mstep: Class 14 contains 38908 members 
Mstep: Class 15 contains 52249 members 
Mstep: Class 16 contains 168093 members 
Mstep: Class 17 contains 27493 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 46556 members 
Mstep: Class 21 contains 52500 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2471 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194723 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242104.000000 Penalty: 92692.289062
Iteration 340F: 28 clusters Score -1.332421e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 19635 members 
Mstep: Class 3 contains 22548 members 
Mstep: Class 4 contains 194692 members 
Mstep: Class 5 contains 46571 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73387 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18751 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38905 members 
Mstep: Class 15 contains 52253 members 
Mstep: Class 16 contains 168149 members 
Mstep: Class 17 contains 27490 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 46549 members 
Mstep: Class 21 contains 52497 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2473 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194650 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242248.000000 Penalty: 92692.289062
Iteration 341Q: 28 clusters Score -1.332422e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 19648 members 
Mstep: Class 3 contains 22555 members 
Mstep: Class 4 contains 194689 members 
Mstep: Class 5 contains 46579 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73404 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40651 members 
Mstep: Class 14 contains 38906 members 
Mstep: Class 15 contains 52255 members 
Mstep: Class 16 contains 168191 members 
Mstep: Class 17 contains 27485 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 46548 members 
Mstep: Class 21 contains 52505 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2474 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194558 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242344.000000 Penalty: 92692.289062
Iteration 342Q: 28 clusters Score -1.332423e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19667 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 194685 members 
Mstep: Class 5 contains 46590 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73426 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18761 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38900 members 
Mstep: Class 15 contains 52247 members 
Mstep: Class 16 contains 168241 members 
Mstep: Class 17 contains 27479 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46560 members 
Mstep: Class 21 contains 52514 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2473 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194453 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242464.000000 Penalty: 92692.289062
Iteration 343Q: 28 clusters Score -1.332425e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 19682 members 
Mstep: Class 3 contains 22569 members 
Mstep: Class 4 contains 194679 members 
Mstep: Class 5 contains 46597 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73439 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40647 members 
Mstep: Class 14 contains 38892 members 
Mstep: Class 15 contains 52242 members 
Mstep: Class 16 contains 168320 members 
Mstep: Class 17 contains 27475 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46569 members 
Mstep: Class 21 contains 52526 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2473 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194333 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242280.000000 Penalty: 92692.289062
Iteration 344Q: 28 clusters Score -1.332423e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 19691 members 
Mstep: Class 3 contains 22574 members 
Mstep: Class 4 contains 194677 members 
Mstep: Class 5 contains 46610 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73445 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18764 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 38884 members 
Mstep: Class 15 contains 52239 members 
Mstep: Class 16 contains 168400 members 
Mstep: Class 17 contains 27480 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46577 members 
Mstep: Class 21 contains 52529 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2474 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194204 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242312.000000 Penalty: 92692.289062
Iteration 345Q: 28 clusters Score -1.332423e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 19707 members 
Mstep: Class 3 contains 22577 members 
Mstep: Class 4 contains 194678 members 
Mstep: Class 5 contains 46615 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73449 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18765 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40660 members 
Mstep: Class 14 contains 38885 members 
Mstep: Class 15 contains 52233 members 
Mstep: Class 16 contains 168433 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46590 members 
Mstep: Class 21 contains 52527 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2477 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194120 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242224.000000 Penalty: 92692.289062
Iteration 346Q: 28 clusters Score -1.332422e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 19718 members 
Mstep: Class 3 contains 22579 members 
Mstep: Class 4 contains 194673 members 
Mstep: Class 5 contains 46623 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73461 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 40659 members 
Mstep: Class 14 contains 38879 members 
Mstep: Class 15 contains 52232 members 
Mstep: Class 16 contains 168503 members 
Mstep: Class 17 contains 27495 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 46600 members 
Mstep: Class 21 contains 52531 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 194003 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242432.000000 Penalty: 92692.289062
Iteration 347Q: 28 clusters Score -1.332424e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 19722 members 
Mstep: Class 3 contains 22580 members 
Mstep: Class 4 contains 194672 members 
Mstep: Class 5 contains 46632 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73460 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18765 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38878 members 
Mstep: Class 15 contains 52223 members 
Mstep: Class 16 contains 168565 members 
Mstep: Class 17 contains 27492 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 46615 members 
Mstep: Class 21 contains 52532 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193927 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242408.000000 Penalty: 92692.289062
Iteration 348Q: 28 clusters Score -1.332424e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 19733 members 
Mstep: Class 3 contains 22580 members 
Mstep: Class 4 contains 194670 members 
Mstep: Class 5 contains 46640 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73465 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18760 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40654 members 
Mstep: Class 14 contains 38873 members 
Mstep: Class 15 contains 52215 members 
Mstep: Class 16 contains 168610 members 
Mstep: Class 17 contains 27493 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 46627 members 
Mstep: Class 21 contains 52538 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193857 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242488.000000 Penalty: 92692.289062
Iteration 349Q: 28 clusters Score -1.332425e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 19743 members 
Mstep: Class 3 contains 22582 members 
Mstep: Class 4 contains 194667 members 
Mstep: Class 5 contains 46656 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73463 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18758 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40651 members 
Mstep: Class 14 contains 38863 members 
Mstep: Class 15 contains 52211 members 
Mstep: Class 16 contains 168664 members 
Mstep: Class 17 contains 27492 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 46633 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193783 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242536.000000 Penalty: 92692.289062
Iteration 350Q: 28 clusters Score -1.332425e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 19748 members 
Mstep: Class 3 contains 22582 members 
Mstep: Class 4 contains 194667 members 
Mstep: Class 5 contains 46665 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73453 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40648 members 
Mstep: Class 14 contains 38860 members 
Mstep: Class 15 contains 52207 members 
Mstep: Class 16 contains 168751 members 
Mstep: Class 17 contains 27492 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 46632 members 
Mstep: Class 21 contains 52554 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193701 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242608.000000 Penalty: 92692.289062
Iteration 351Q: 28 clusters Score -1.332426e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 19753 members 
Mstep: Class 3 contains 22585 members 
Mstep: Class 4 contains 194660 members 
Mstep: Class 5 contains 46677 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 73448 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40648 members 
Mstep: Class 14 contains 38863 members 
Mstep: Class 15 contains 52205 members 
Mstep: Class 16 contains 168835 members 
Mstep: Class 17 contains 27489 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 46634 members 
Mstep: Class 21 contains 52565 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193599 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242656.000000 Penalty: 92692.289062
Iteration 352Q: 28 clusters Score -1.332427e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 19756 members 
Mstep: Class 3 contains 22592 members 
Mstep: Class 4 contains 194654 members 
Mstep: Class 5 contains 46687 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73448 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18759 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40639 members 
Mstep: Class 14 contains 38862 members 
Mstep: Class 15 contains 52201 members 
Mstep: Class 16 contains 168920 members 
Mstep: Class 17 contains 27487 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 46637 members 
Mstep: Class 21 contains 52572 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193505 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242560.000000 Penalty: 92692.289062
Iteration 353Q: 28 clusters Score -1.332426e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 19765 members 
Mstep: Class 3 contains 22595 members 
Mstep: Class 4 contains 194655 members 
Mstep: Class 5 contains 46700 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73442 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40640 members 
Mstep: Class 14 contains 38856 members 
Mstep: Class 15 contains 52190 members 
Mstep: Class 16 contains 168994 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46638 members 
Mstep: Class 21 contains 52574 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193431 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242560.000000 Penalty: 92692.289062
Iteration 354Q: 28 clusters Score -1.332426e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 19778 members 
Mstep: Class 3 contains 22598 members 
Mstep: Class 4 contains 194653 members 
Mstep: Class 5 contains 46703 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73430 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18758 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40646 members 
Mstep: Class 14 contains 38850 members 
Mstep: Class 15 contains 52184 members 
Mstep: Class 16 contains 169066 members 
Mstep: Class 17 contains 27486 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46640 members 
Mstep: Class 21 contains 52573 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193356 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242640.000000 Penalty: 92692.289062
Iteration 355Q: 28 clusters Score -1.332426e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 19787 members 
Mstep: Class 3 contains 22602 members 
Mstep: Class 4 contains 194647 members 
Mstep: Class 5 contains 46708 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73413 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 40647 members 
Mstep: Class 14 contains 38844 members 
Mstep: Class 15 contains 52174 members 
Mstep: Class 16 contains 169123 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46643 members 
Mstep: Class 21 contains 52574 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193322 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242544.000000 Penalty: 92692.289062
Iteration 356Q: 28 clusters Score -1.332425e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 19790 members 
Mstep: Class 3 contains 22605 members 
Mstep: Class 4 contains 194644 members 
Mstep: Class 5 contains 46711 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73417 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18757 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40646 members 
Mstep: Class 14 contains 38829 members 
Mstep: Class 15 contains 52171 members 
Mstep: Class 16 contains 169176 members 
Mstep: Class 17 contains 27477 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46648 members 
Mstep: Class 21 contains 52572 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193277 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242488.000000 Penalty: 92692.289062
Iteration 357Q: 28 clusters Score -1.332425e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 19797 members 
Mstep: Class 3 contains 22608 members 
Mstep: Class 4 contains 194645 members 
Mstep: Class 5 contains 46708 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73429 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40645 members 
Mstep: Class 14 contains 38826 members 
Mstep: Class 15 contains 52161 members 
Mstep: Class 16 contains 169201 members 
Mstep: Class 17 contains 27478 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46653 members 
Mstep: Class 21 contains 52573 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193242 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242512.000000 Penalty: 92692.289062
Iteration 358Q: 28 clusters Score -1.332425e+08 nChanged 283
Entering ConstructFrom: 
Score: -133242512.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -598260.750000 Penalty: 2098.811035
	Iteration 0F: 2 clusters Score -598260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -593913.000000 Penalty: 4197.622070
	Iteration 0F: 3 clusters Score -593913 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -594980.562500 Penalty: 4197.622070
	Iteration 1F: 3 clusters Score -594980.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -595212.687500 Penalty: 4197.622070
	Iteration 2F: 3 clusters Score -595212.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -595415.625000 Penalty: 4197.622070
	Iteration 3F: 3 clusters Score -595415.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -595603.812500 Penalty: 4197.622070
	Iteration 4Q: 3 clusters Score -595603.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -595799.625000 Penalty: 4197.622070
	Iteration 5Q: 3 clusters Score -595799.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -596063.187500 Penalty: 4197.622070
	Iteration 6F: 3 clusters Score -596063.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -596446.062500 Penalty: 4197.622070
	Iteration 7F: 3 clusters Score -596446.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -597128.750000 Penalty: 4197.622070
	Iteration 8F: 3 clusters Score -597128.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -597992.562500 Penalty: 4197.622070
	Iteration 9F: 3 clusters Score -597992.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -598447.750000 Penalty: 4197.622070
	Iteration 10F: 3 clusters Score -598447.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -598660.562500 Penalty: 4197.622070
	Iteration 11Q: 3 clusters Score -598660.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -598762.437500 Penalty: 4197.622070
	Iteration 12Q: 3 clusters Score -598762.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -598840.875000 Penalty: 4197.622070
	Iteration 13Q: 3 clusters Score -598840.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -598888.312500 Penalty: 4197.622070
	Iteration 14Q: 3 clusters Score -598888.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -598910.750000 Penalty: 4197.622070
	Iteration 15Q: 3 clusters Score -598910.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -598931.937500 Penalty: 4197.622070
	Iteration 16Q: 3 clusters Score -598931.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -598942.187500 Penalty: 4197.622070
	Iteration 17Q: 3 clusters Score -598942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -598947.812500 Penalty: 4197.622070
	Iteration 18Q: 3 clusters Score -598947.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -598954.875000 Penalty: 4197.622070
	Iteration 19Q: 3 clusters Score -598954.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -598961.250000 Penalty: 4197.622070
	Iteration 20F: 3 clusters Score -598961.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -598966.687500 Penalty: 4197.622070
	Iteration 21Q: 3 clusters Score -598966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -598970.125000 Penalty: 4197.622070
	Iteration 22Q: 3 clusters Score -598970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -598973.625000 Penalty: 4197.622070
	Iteration 23Q: 3 clusters Score -598973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -598975.687500 Penalty: 4197.622070
	Iteration 24Q: 3 clusters Score -598975.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -598981.750000 Penalty: 4197.622070
	Iteration 25Q: 3 clusters Score -598981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -598985.625000 Penalty: 4197.622070
	Iteration 26Q: 3 clusters Score -598985.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -598989.250000 Penalty: 4197.622070
	Iteration 27Q: 3 clusters Score -598989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -598994.812500 Penalty: 4197.622070
	Iteration 28Q: 3 clusters Score -598994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -598999.625000 Penalty: 4197.622070
	Iteration 29Q: 3 clusters Score -598999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -599000.687500 Penalty: 4197.622070
	Iteration 30Q: 3 clusters Score -599000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -599000.750000 Penalty: 4197.622070
	Iteration 31Q: 3 clusters Score -599000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -599000.750000 Penalty: 4197.622070
	Iteration 32F: 3 clusters Score -599000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 19810 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 194648 members 
Mstep: Class 5 contains 46709 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73444 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40643 members 
Mstep: Class 14 contains 38825 members 
Mstep: Class 15 contains 52155 members 
Mstep: Class 16 contains 169198 members 
Mstep: Class 17 contains 27479 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46653 members 
Mstep: Class 21 contains 52577 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193220 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 1436 members 
Entering Unmasked Estep 
Score: -133241856.000000 Penalty: 96125.335938
Splitting cluster 1 changes total score from -133242512.000000 to -133241856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (19810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Entering Unmasked Estep 
Score: -2671191.250000 Penalty: 2453.697510
	Iteration 0F: 2 clusters Score -2671191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2657145.250000 Penalty: 4907.395020
	Iteration 0F: 3 clusters Score -2657145 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2661944.000000 Penalty: 4907.395020
	Iteration 1F: 3 clusters Score -2661944 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2662467.500000 Penalty: 4907.395020
	Iteration 2F: 3 clusters Score -2662468 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2663055.500000 Penalty: 4907.395020
	Iteration 3F: 3 clusters Score -2663056 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2663788.250000 Penalty: 4907.395020
	Iteration 4F: 3 clusters Score -2663788 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2664721.500000 Penalty: 4907.395020
	Iteration 5F: 3 clusters Score -2664722 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2665930.000000 Penalty: 4907.395020
	Iteration 6F: 3 clusters Score -2665930 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2667248.250000 Penalty: 4907.395020
	Iteration 7F: 3 clusters Score -2667248 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2668338.750000 Penalty: 4907.395020
	Iteration 8F: 3 clusters Score -2668339 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2669010.000000 Penalty: 4907.395020
	Iteration 9Q: 3 clusters Score -2669010 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2669455.500000 Penalty: 4907.395020
	Iteration 10Q: 3 clusters Score -2669456 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2669699.500000 Penalty: 4907.395020
	Iteration 11Q: 3 clusters Score -2669700 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2669861.250000 Penalty: 4907.395020
	Iteration 12Q: 3 clusters Score -2669861 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2669925.500000 Penalty: 4907.395020
	Iteration 13Q: 3 clusters Score -2669926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2669957.500000 Penalty: 4907.395020
	Iteration 14Q: 3 clusters Score -2669958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2669981.750000 Penalty: 4907.395020
	Iteration 15Q: 3 clusters Score -2669982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2669997.250000 Penalty: 4907.395020
	Iteration 16Q: 3 clusters Score -2669997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2670005.000000 Penalty: 4907.395020
	Iteration 17Q: 3 clusters Score -2670005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2670021.000000 Penalty: 4907.395020
	Iteration 18Q: 3 clusters Score -2670021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2670028.500000 Penalty: 4907.395020
	Iteration 19Q: 3 clusters Score -2670028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2670033.500000 Penalty: 4907.395020
	Iteration 20F: 3 clusters Score -2670034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2670037.000000 Penalty: 4907.395020
	Iteration 21Q: 3 clusters Score -2670037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2670042.750000 Penalty: 4907.395020
	Iteration 22Q: 3 clusters Score -2670043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2670050.000000 Penalty: 4907.395020
	Iteration 23Q: 3 clusters Score -2670050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2670056.500000 Penalty: 4907.395020
	Iteration 24Q: 3 clusters Score -2670056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2670060.000000 Penalty: 4907.395020
	Iteration 25Q: 3 clusters Score -2670060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2670064.250000 Penalty: 4907.395020
	Iteration 26Q: 3 clusters Score -2670064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2670060.500000 Penalty: 4907.395020
	Iteration 27Q: 3 clusters Score -2670060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2670062.500000 Penalty: 4907.395020
	Iteration 28Q: 3 clusters Score -2670062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2670062.750000 Penalty: 4907.395020
	Iteration 29Q: 3 clusters Score -2670063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2670065.250000 Penalty: 4907.395020
	Iteration 30Q: 3 clusters Score -2670065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2670065.000000 Penalty: 4907.395020
	Iteration 31Q: 3 clusters Score -2670065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2670065.000000 Penalty: 4907.395020
	Iteration 32F: 3 clusters Score -2670065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Entering Unmasked Estep 
Score: -2819976.500000 Penalty: 2486.473633
	Iteration 0F: 2 clusters Score -2819976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2804249.750000 Penalty: 4972.947266
	Iteration 0F: 3 clusters Score -2804250 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2809537.750000 Penalty: 4972.947266
	Iteration 1F: 3 clusters Score -2809538 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2809974.500000 Penalty: 4972.947266
	Iteration 2F: 3 clusters Score -2809974 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2810329.750000 Penalty: 4972.947266
	Iteration 3Q: 3 clusters Score -2810330 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2810645.500000 Penalty: 4972.947266
	Iteration 4Q: 3 clusters Score -2810646 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2810980.000000 Penalty: 4972.947266
	Iteration 5Q: 3 clusters Score -2810980 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2811275.750000 Penalty: 4972.947266
	Iteration 6Q: 3 clusters Score -2811276 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2811645.750000 Penalty: 4972.947266
	Iteration 7Q: 3 clusters Score -2811646 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2812085.250000 Penalty: 4972.947266
	Iteration 8Q: 3 clusters Score -2812085 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2812620.000000 Penalty: 4972.947266
	Iteration 9Q: 3 clusters Score -2812620 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2813195.000000 Penalty: 4972.947266
	Iteration 10Q: 3 clusters Score -2813195 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2813773.000000 Penalty: 4972.947266
	Iteration 11Q: 3 clusters Score -2813773 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2814412.000000 Penalty: 4972.947266
	Iteration 12Q: 3 clusters Score -2814412 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2814937.000000 Penalty: 4972.947266
	Iteration 13Q: 3 clusters Score -2814937 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2815274.000000 Penalty: 4972.947266
	Iteration 14Q: 3 clusters Score -2815274 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2815498.000000 Penalty: 4972.947266
	Iteration 15Q: 3 clusters Score -2815498 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2815669.750000 Penalty: 4972.947266
	Iteration 16Q: 3 clusters Score -2815670 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2815780.500000 Penalty: 4972.947266
	Iteration 17Q: 3 clusters Score -2815780 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2815882.500000 Penalty: 4972.947266
	Iteration 18Q: 3 clusters Score -2815882 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2815983.000000 Penalty: 4972.947266
	Iteration 19Q: 3 clusters Score -2815983 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2816075.750000 Penalty: 4972.947266
	Iteration 20F: 3 clusters Score -2816076 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2816152.250000 Penalty: 4972.947266
	Iteration 21Q: 3 clusters Score -2816152 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2816222.750000 Penalty: 4972.947266
	Iteration 22Q: 3 clusters Score -2816223 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2816276.500000 Penalty: 4972.947266
	Iteration 23Q: 3 clusters Score -2816276 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2816335.250000 Penalty: 4972.947266
	Iteration 24Q: 3 clusters Score -2816335 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2816387.750000 Penalty: 4972.947266
	Iteration 25Q: 3 clusters Score -2816388 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2816453.000000 Penalty: 4972.947266
	Iteration 26Q: 3 clusters Score -2816453 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2816519.000000 Penalty: 4972.947266
	Iteration 27Q: 3 clusters Score -2816519 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2816580.000000 Penalty: 4972.947266
	Iteration 28Q: 3 clusters Score -2816580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2816625.500000 Penalty: 4972.947266
	Iteration 29Q: 3 clusters Score -2816626 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2816669.750000 Penalty: 4972.947266
	Iteration 30Q: 3 clusters Score -2816670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2816732.750000 Penalty: 4972.947266
	Iteration 31Q: 3 clusters Score -2816733 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2816809.000000 Penalty: 4972.947266
	Iteration 32Q: 3 clusters Score -2816809 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2816892.000000 Penalty: 4972.947266
	Iteration 33Q: 3 clusters Score -2816892 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2816974.750000 Penalty: 4972.947266
	Iteration 34Q: 3 clusters Score -2816975 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2817038.000000 Penalty: 4972.947266
	Iteration 35Q: 3 clusters Score -2817038 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2817113.750000 Penalty: 4972.947266
	Iteration 36Q: 3 clusters Score -2817114 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2817187.750000 Penalty: 4972.947266
	Iteration 37Q: 3 clusters Score -2817188 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2817283.000000 Penalty: 4972.947266
	Iteration 38Q: 3 clusters Score -2817283 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2817365.500000 Penalty: 4972.947266
	Iteration 39Q: 3 clusters Score -2817366 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2817443.750000 Penalty: 4972.947266
	Iteration 40F: 3 clusters Score -2817444 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2817506.250000 Penalty: 4972.947266
	Iteration 41Q: 3 clusters Score -2817506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2817558.500000 Penalty: 4972.947266
	Iteration 42Q: 3 clusters Score -2817558 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2817598.500000 Penalty: 4972.947266
	Iteration 43Q: 3 clusters Score -2817598 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2817624.500000 Penalty: 4972.947266
	Iteration 44Q: 3 clusters Score -2817624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2817663.500000 Penalty: 4972.947266
	Iteration 45Q: 3 clusters Score -2817664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2817686.000000 Penalty: 4972.947266
	Iteration 46Q: 3 clusters Score -2817686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2817707.000000 Penalty: 4972.947266
	Iteration 47Q: 3 clusters Score -2817707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2817739.000000 Penalty: 4972.947266
	Iteration 48Q: 3 clusters Score -2817739 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2817763.750000 Penalty: 4972.947266
	Iteration 49Q: 3 clusters Score -2817764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2817776.250000 Penalty: 4972.947266
	Iteration 50Q: 3 clusters Score -2817776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2817786.750000 Penalty: 4972.947266
	Iteration 51Q: 3 clusters Score -2817787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2817798.500000 Penalty: 4972.947266
	Iteration 52Q: 3 clusters Score -2817798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2817810.000000 Penalty: 4972.947266
	Iteration 53Q: 3 clusters Score -2817810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2817819.250000 Penalty: 4972.947266
	Iteration 54Q: 3 clusters Score -2817819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2817828.000000 Penalty: 4972.947266
	Iteration 55Q: 3 clusters Score -2817828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2817836.250000 Penalty: 4972.947266
	Iteration 56Q: 3 clusters Score -2817836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2817848.500000 Penalty: 4972.947266
	Iteration 57Q: 3 clusters Score -2817848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2817864.000000 Penalty: 4972.947266
	Iteration 58Q: 3 clusters Score -2817864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2817873.000000 Penalty: 4972.947266
	Iteration 59Q: 3 clusters Score -2817873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2817878.000000 Penalty: 4972.947266
	Iteration 60F: 3 clusters Score -2817878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2817883.500000 Penalty: 4972.947266
	Iteration 61Q: 3 clusters Score -2817884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2817893.000000 Penalty: 4972.947266
	Iteration 62Q: 3 clusters Score -2817893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2817899.750000 Penalty: 4972.947266
	Iteration 63Q: 3 clusters Score -2817900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2817906.500000 Penalty: 4972.947266
	Iteration 64Q: 3 clusters Score -2817906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2817916.750000 Penalty: 4972.947266
	Iteration 65Q: 3 clusters Score -2817917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2817912.250000 Penalty: 4972.947266
	Iteration 66Q: 3 clusters Score -2817912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2817917.000000 Penalty: 4972.947266
	Iteration 67Q: 3 clusters Score -2817917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2817923.500000 Penalty: 4972.947266
	Iteration 68Q: 3 clusters Score -2817924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2817928.000000 Penalty: 4972.947266
	Iteration 69Q: 3 clusters Score -2817928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2817931.000000 Penalty: 4972.947266
	Iteration 70Q: 3 clusters Score -2817931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2817937.500000 Penalty: 4972.947266
	Iteration 71Q: 3 clusters Score -2817938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2817937.500000 Penalty: 4972.947266
	Iteration 72Q: 3 clusters Score -2817938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2817943.750000 Penalty: 4972.947266
	Iteration 73Q: 3 clusters Score -2817944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2817941.000000 Penalty: 4972.947266
	Iteration 74Q: 3 clusters Score -2817941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2817942.500000 Penalty: 4972.947266
	Iteration 75Q: 3 clusters Score -2817942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2817943.250000 Penalty: 4972.947266
	Iteration 76Q: 3 clusters Score -2817943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2817943.250000 Penalty: 4972.947266
	Iteration 77F: 3 clusters Score -2817943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194648 members 
Entering Unmasked Estep 
Score: -25733272.000000 Penalty: 3020.379150
	Iteration 0F: 2 clusters Score -2.573327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -25624696.000000 Penalty: 6040.758301
	Iteration 0F: 3 clusters Score -2.56247e+07 nChanged 93584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -25679366.000000 Penalty: 6040.758301
	Iteration 1F: 3 clusters Score -2.567937e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -25680424.000000 Penalty: 6040.758301
	Iteration 2Q: 3 clusters Score -2.568042e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -25682098.000000 Penalty: 6040.758301
	Iteration 3Q: 3 clusters Score -2.56821e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115994 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -25684662.000000 Penalty: 6040.758301
	Iteration 4Q: 3 clusters Score -2.568466e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -25688732.000000 Penalty: 6040.758301
	Iteration 5F: 3 clusters Score -2.568873e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136945 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -25695126.000000 Penalty: 6040.758301
	Iteration 6F: 3 clusters Score -2.569513e+07 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150869 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -25703998.000000 Penalty: 6040.758301
	Iteration 7F: 3 clusters Score -2.5704e+07 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165126 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -25715472.000000 Penalty: 6040.758301
	Iteration 8F: 3 clusters Score -2.571547e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177640 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -25723908.000000 Penalty: 6040.758301
	Iteration 9F: 3 clusters Score -2.572391e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186536 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -25728340.000000 Penalty: 6040.758301
	Iteration 10Q: 3 clusters Score -2.572834e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191353 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -25729558.000000 Penalty: 6040.758301
	Iteration 11Q: 3 clusters Score -2.572956e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193355 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -25730098.000000 Penalty: 6040.758301
	Iteration 12Q: 3 clusters Score -2.57301e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194006 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -25730384.000000 Penalty: 6040.758301
	Iteration 13Q: 3 clusters Score -2.573038e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194209 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -25730518.000000 Penalty: 6040.758301
	Iteration 14Q: 3 clusters Score -2.573052e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194291 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25730610.000000 Penalty: 6040.758301
	Iteration 15Q: 3 clusters Score -2.573061e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194323 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25730662.000000 Penalty: 6040.758301
	Iteration 16Q: 3 clusters Score -2.573066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194341 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25730676.000000 Penalty: 6040.758301
	Iteration 17Q: 3 clusters Score -2.573068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194349 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25730708.000000 Penalty: 6040.758301
	Iteration 18Q: 3 clusters Score -2.573071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194356 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25730704.000000 Penalty: 6040.758301
	Iteration 19Q: 3 clusters Score -2.57307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194358 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25730734.000000 Penalty: 6040.758301
	Iteration 20F: 3 clusters Score -2.573073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194359 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25730730.000000 Penalty: 6040.758301
	Iteration 21Q: 3 clusters Score -2.573073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194361 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25730724.000000 Penalty: 6040.758301
	Iteration 22Q: 3 clusters Score -2.573072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194362 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25730736.000000 Penalty: 6040.758301
	Iteration 23Q: 3 clusters Score -2.573074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194364 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25730726.000000 Penalty: 6040.758301
	Iteration 24Q: 3 clusters Score -2.573073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194366 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25730730.000000 Penalty: 6040.758301
	Iteration 25Q: 3 clusters Score -2.573073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194372 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25730744.000000 Penalty: 6040.758301
	Iteration 26Q: 3 clusters Score -2.573074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194376 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25730736.000000 Penalty: 6040.758301
	Iteration 27Q: 3 clusters Score -2.573074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194375 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25730736.000000 Penalty: 6040.758301
	Iteration 28Q: 3 clusters Score -2.573074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194376 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25730732.000000 Penalty: 6040.758301
	Iteration 29Q: 3 clusters Score -2.573073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25730738.000000 Penalty: 6040.758301
	Iteration 30Q: 3 clusters Score -2.573074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25730738.000000 Penalty: 6040.758301
	Iteration 31F: 3 clusters Score -2.573074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Entering Unmasked Estep 
Score: -6225275.500000 Penalty: 2666.419678
	Iteration 0F: 2 clusters Score -6225276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -6193618.000000 Penalty: 5332.839355
	Iteration 0F: 3 clusters Score -6193618 nChanged 21580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -6205711.000000 Penalty: 5332.839355
	Iteration 1F: 3 clusters Score -6205711 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -6206293.000000 Penalty: 5332.839355
	Iteration 2Q: 3 clusters Score -6206293 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -6206928.000000 Penalty: 5332.839355
	Iteration 3Q: 3 clusters Score -6206928 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -6207575.500000 Penalty: 5332.839355
	Iteration 4Q: 3 clusters Score -6207576 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -6208454.000000 Penalty: 5332.839355
	Iteration 5Q: 3 clusters Score -6208454 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -6209802.000000 Penalty: 5332.839355
	Iteration 6F: 3 clusters Score -6209802 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -6211792.500000 Penalty: 5332.839355
	Iteration 7F: 3 clusters Score -6211792 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -6214400.000000 Penalty: 5332.839355
	Iteration 8F: 3 clusters Score -6214400 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -6217349.000000 Penalty: 5332.839355
	Iteration 9F: 3 clusters Score -6217349 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -6219773.000000 Penalty: 5332.839355
	Iteration 10F: 3 clusters Score -6219773 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -6221284.500000 Penalty: 5332.839355
	Iteration 11Q: 3 clusters Score -6221284 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -6222169.500000 Penalty: 5332.839355
	Iteration 12Q: 3 clusters Score -6222170 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -6222642.500000 Penalty: 5332.839355
	Iteration 13Q: 3 clusters Score -6222642 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -6222830.000000 Penalty: 5332.839355
	Iteration 14Q: 3 clusters Score -6222830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -6222958.000000 Penalty: 5332.839355
	Iteration 15Q: 3 clusters Score -6222958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -6223010.500000 Penalty: 5332.839355
	Iteration 16Q: 3 clusters Score -6223010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -6223064.000000 Penalty: 5332.839355
	Iteration 17Q: 3 clusters Score -6223064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -6223096.500000 Penalty: 5332.839355
	Iteration 18Q: 3 clusters Score -6223096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -6223121.500000 Penalty: 5332.839355
	Iteration 19Q: 3 clusters Score -6223122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -6223152.500000 Penalty: 5332.839355
	Iteration 20F: 3 clusters Score -6223152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6223163.000000 Penalty: 5332.839355
	Iteration 21Q: 3 clusters Score -6223163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -6223169.000000 Penalty: 5332.839355
	Iteration 22Q: 3 clusters Score -6223169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -6223187.500000 Penalty: 5332.839355
	Iteration 23Q: 3 clusters Score -6223188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -6223187.000000 Penalty: 5332.839355
	Iteration 24Q: 3 clusters Score -6223187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -6223195.500000 Penalty: 5332.839355
	Iteration 25Q: 3 clusters Score -6223196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -6223196.000000 Penalty: 5332.839355
	Iteration 26Q: 3 clusters Score -6223196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -6223195.000000 Penalty: 5332.839355
	Iteration 27Q: 3 clusters Score -6223195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -6223206.500000 Penalty: 5332.839355
	Iteration 28Q: 3 clusters Score -6223206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -6223204.500000 Penalty: 5332.839355
	Iteration 29Q: 3 clusters Score -6223204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -6223208.500000 Penalty: 5332.839355
	Iteration 30Q: 3 clusters Score -6223208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -6223208.500000 Penalty: 5332.839355
	Iteration 31F: 3 clusters Score -6223208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -177517.718750 Penalty: 1795.858887
	Iteration 0F: 2 clusters Score -177517.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175313.125000 Penalty: 3591.717773
	Iteration 0F: 3 clusters Score -175313.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -175775.937500 Penalty: 3591.717773
	Iteration 1F: 3 clusters Score -175775.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -176018.781250 Penalty: 3591.717773
	Iteration 2F: 3 clusters Score -176018.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -176223.609375 Penalty: 3591.717773
	Iteration 3F: 3 clusters Score -176223.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -176421.078125 Penalty: 3591.717773
	Iteration 4F: 3 clusters Score -176421.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -176598.031250 Penalty: 3591.717773
	Iteration 5F: 3 clusters Score -176598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -176773.250000 Penalty: 3591.717773
	Iteration 6F: 3 clusters Score -176773.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176918.156250 Penalty: 3591.717773
	Iteration 7Q: 3 clusters Score -176918.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -177029.500000 Penalty: 3591.717773
	Iteration 8Q: 3 clusters Score -177029.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -177101.312500 Penalty: 3591.717773
	Iteration 9Q: 3 clusters Score -177101.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -177153.687500 Penalty: 3591.717773
	Iteration 10Q: 3 clusters Score -177153.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -177195.828125 Penalty: 3591.717773
	Iteration 11Q: 3 clusters Score -177195.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -177228.531250 Penalty: 3591.717773
	Iteration 12Q: 3 clusters Score -177228.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -177246.812500 Penalty: 3591.717773
	Iteration 13Q: 3 clusters Score -177246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -177258.656250 Penalty: 3591.717773
	Iteration 14Q: 3 clusters Score -177258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -177265.718750 Penalty: 3591.717773
	Iteration 15Q: 3 clusters Score -177265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -177267.125000 Penalty: 3591.717773
	Iteration 16Q: 3 clusters Score -177267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -177268.984375 Penalty: 3591.717773
	Iteration 17Q: 3 clusters Score -177269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -177270.578125 Penalty: 3591.717773
	Iteration 18Q: 3 clusters Score -177270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -177270.984375 Penalty: 3591.717773
	Iteration 19Q: 3 clusters Score -177271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -177270.984375 Penalty: 3591.717773
	Iteration 20F: 3 clusters Score -177271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -25415.693359 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -25415.69 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 131 members 
Entering Unmasked Estep 
Score: -24290.917969 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -24290.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24502.667969 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -24502.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24596.609375 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -24596.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24669.087891 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -24669.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24698.988281 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -24698.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24737.511719 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -24737.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24737.511719 Penalty: 2754.267822
	Iteration 6F: 3 clusters Score -24737.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -184534.015625 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -184534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182291.343750 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -182291.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -182627.468750 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -182627.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -182723.062500 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -182723.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -182768.546875 Penalty: 3604.346436
	Iteration 3Q: 3 clusters Score -182768.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -182791.312500 Penalty: 3604.346436
	Iteration 4Q: 3 clusters Score -182791.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -182807.453125 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -182807.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -182818.796875 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -182818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -182827.953125 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -182828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182839.718750 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -182839.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182855.515625 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -182855.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182870.890625 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -182870.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182887.031250 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -182887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182902.375000 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -182902.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -182914.062500 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -182914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -182921.500000 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -182921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -182924.312500 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -182924.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182930.546875 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -182930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -182941.078125 Penalty: 3604.346436
	Iteration 17Q: 3 clusters Score -182941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -182953.531250 Penalty: 3604.346436
	Iteration 18Q: 3 clusters Score -182953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -182960.062500 Penalty: 3604.346436
	Iteration 19Q: 3 clusters Score -182960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -182966.296875 Penalty: 3604.346436
	Iteration 20F: 3 clusters Score -182966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182970.265625 Penalty: 3604.346436
	Iteration 21Q: 3 clusters Score -182970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182974.203125 Penalty: 3604.346436
	Iteration 22Q: 3 clusters Score -182974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182977.984375 Penalty: 3604.346436
	Iteration 23Q: 3 clusters Score -182978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182983.859375 Penalty: 3604.346436
	Iteration 24Q: 3 clusters Score -182983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182990.671875 Penalty: 3604.346436
	Iteration 25Q: 3 clusters Score -182990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182995.734375 Penalty: 3604.346436
	Iteration 26Q: 3 clusters Score -182995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182997.187500 Penalty: 3604.346436
	Iteration 27Q: 3 clusters Score -182997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182999.406250 Penalty: 3604.346436
	Iteration 28Q: 3 clusters Score -182999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -183000.359375 Penalty: 3604.346436
	Iteration 29Q: 3 clusters Score -183000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -183001.562500 Penalty: 3604.346436
	Iteration 30Q: 3 clusters Score -183001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -183002.734375 Penalty: 3604.346436
	Iteration 31Q: 3 clusters Score -183002.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -183002.734375 Penalty: 3604.346436
	Iteration 32F: 3 clusters Score -183002.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Entering Unmasked Estep 
Score: -9833452.000000 Penalty: 2778.661133
	Iteration 0F: 2 clusters Score -9833452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -9784046.000000 Penalty: 5557.322266
	Iteration 0F: 3 clusters Score -9784046 nChanged 34461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -9803926.000000 Penalty: 5557.322266
	Iteration 1F: 3 clusters Score -9803926 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -9804793.000000 Penalty: 5557.322266
	Iteration 2Q: 3 clusters Score -9804793 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -9805903.000000 Penalty: 5557.322266
	Iteration 3Q: 3 clusters Score -9805903 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -9807684.000000 Penalty: 5557.322266
	Iteration 4F: 3 clusters Score -9807684 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -9810644.000000 Penalty: 5557.322266
	Iteration 5F: 3 clusters Score -9810644 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -9815144.000000 Penalty: 5557.322266
	Iteration 6F: 3 clusters Score -9815144 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -9820770.000000 Penalty: 5557.322266
	Iteration 7F: 3 clusters Score -9820770 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -9825902.000000 Penalty: 5557.322266
	Iteration 8F: 3 clusters Score -9825902 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -9829083.000000 Penalty: 5557.322266
	Iteration 9Q: 3 clusters Score -9829083 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -9830295.000000 Penalty: 5557.322266
	Iteration 10Q: 3 clusters Score -9830295 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -9830693.000000 Penalty: 5557.322266
	Iteration 11Q: 3 clusters Score -9830693 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -9830851.000000 Penalty: 5557.322266
	Iteration 12Q: 3 clusters Score -9830851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -9830924.000000 Penalty: 5557.322266
	Iteration 13Q: 3 clusters Score -9830924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -9830946.000000 Penalty: 5557.322266
	Iteration 14Q: 3 clusters Score -9830946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -9830960.000000 Penalty: 5557.322266
	Iteration 15Q: 3 clusters Score -9830960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -9830970.000000 Penalty: 5557.322266
	Iteration 16Q: 3 clusters Score -9830970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -9830980.000000 Penalty: 5557.322266
	Iteration 17Q: 3 clusters Score -9830980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -9830980.000000 Penalty: 5557.322266
	Iteration 18F: 3 clusters Score -9830980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -66353.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -66353.89 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 324 members 
Entering Unmasked Estep 
Score: -64826.800781 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -64826.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65240.859375 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65240.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65410.769531 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -65410.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65550.320312 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -65550.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65676.187500 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -65676.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65788.859375 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -65788.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65849.312500 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -65849.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65880.859375 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -65880.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65908.664062 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -65908.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65927.796875 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -65927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65937.414062 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -65937.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65946.375000 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -65946.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65952.156250 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -65952.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65963.210938 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -65963.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65983.625000 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -65983.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66006.617188 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -66006.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66010.976562 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -66010.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66010.976562 Penalty: 3197.076904
	Iteration 17F: 3 clusters Score -66010.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Entering Unmasked Estep 
Score: -2528953.750000 Penalty: 2440.112061
	Iteration 0F: 2 clusters Score -2528954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2515774.750000 Penalty: 4880.224121
	Iteration 0F: 3 clusters Score -2515775 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2520246.500000 Penalty: 4880.224121
	Iteration 1F: 3 clusters Score -2520246 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2520784.000000 Penalty: 4880.224121
	Iteration 2F: 3 clusters Score -2520784 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2521250.500000 Penalty: 4880.224121
	Iteration 3F: 3 clusters Score -2521250 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2521727.500000 Penalty: 4880.224121
	Iteration 4F: 3 clusters Score -2521728 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2522164.000000 Penalty: 4880.224121
	Iteration 5Q: 3 clusters Score -2522164 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2522575.500000 Penalty: 4880.224121
	Iteration 6Q: 3 clusters Score -2522576 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2522980.000000 Penalty: 4880.224121
	Iteration 7Q: 3 clusters Score -2522980 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2523361.250000 Penalty: 4880.224121
	Iteration 8Q: 3 clusters Score -2523361 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2523766.750000 Penalty: 4880.224121
	Iteration 9Q: 3 clusters Score -2523767 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2524198.250000 Penalty: 4880.224121
	Iteration 10Q: 3 clusters Score -2524198 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2524608.000000 Penalty: 4880.224121
	Iteration 11Q: 3 clusters Score -2524608 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2524983.250000 Penalty: 4880.224121
	Iteration 12Q: 3 clusters Score -2524983 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2525255.500000 Penalty: 4880.224121
	Iteration 13Q: 3 clusters Score -2525256 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2525464.000000 Penalty: 4880.224121
	Iteration 14Q: 3 clusters Score -2525464 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2525607.750000 Penalty: 4880.224121
	Iteration 15Q: 3 clusters Score -2525608 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2525738.500000 Penalty: 4880.224121
	Iteration 16Q: 3 clusters Score -2525738 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2525875.750000 Penalty: 4880.224121
	Iteration 17Q: 3 clusters Score -2525876 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2526017.750000 Penalty: 4880.224121
	Iteration 18Q: 3 clusters Score -2526018 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2526163.500000 Penalty: 4880.224121
	Iteration 19Q: 3 clusters Score -2526164 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2526301.750000 Penalty: 4880.224121
	Iteration 20F: 3 clusters Score -2526302 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2526460.250000 Penalty: 4880.224121
	Iteration 21Q: 3 clusters Score -2526460 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2526622.250000 Penalty: 4880.224121
	Iteration 22Q: 3 clusters Score -2526622 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2526779.000000 Penalty: 4880.224121
	Iteration 23Q: 3 clusters Score -2526779 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2526915.750000 Penalty: 4880.224121
	Iteration 24Q: 3 clusters Score -2526916 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2527060.500000 Penalty: 4880.224121
	Iteration 25Q: 3 clusters Score -2527060 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2527175.500000 Penalty: 4880.224121
	Iteration 26Q: 3 clusters Score -2527176 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2527310.000000 Penalty: 4880.224121
	Iteration 27Q: 3 clusters Score -2527310 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2527398.250000 Penalty: 4880.224121
	Iteration 28Q: 3 clusters Score -2527398 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2527471.000000 Penalty: 4880.224121
	Iteration 29Q: 3 clusters Score -2527471 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2527538.250000 Penalty: 4880.224121
	Iteration 30Q: 3 clusters Score -2527538 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2527601.000000 Penalty: 4880.224121
	Iteration 31Q: 3 clusters Score -2527601 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2527660.250000 Penalty: 4880.224121
	Iteration 32Q: 3 clusters Score -2527660 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2527713.000000 Penalty: 4880.224121
	Iteration 33Q: 3 clusters Score -2527713 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2527742.500000 Penalty: 4880.224121
	Iteration 34Q: 3 clusters Score -2527742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2527770.000000 Penalty: 4880.224121
	Iteration 35Q: 3 clusters Score -2527770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2527790.000000 Penalty: 4880.224121
	Iteration 36Q: 3 clusters Score -2527790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2527814.000000 Penalty: 4880.224121
	Iteration 37Q: 3 clusters Score -2527814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2527834.250000 Penalty: 4880.224121
	Iteration 38Q: 3 clusters Score -2527834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2527849.500000 Penalty: 4880.224121
	Iteration 39Q: 3 clusters Score -2527850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2527858.750000 Penalty: 4880.224121
	Iteration 40F: 3 clusters Score -2527859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2527865.000000 Penalty: 4880.224121
	Iteration 41Q: 3 clusters Score -2527865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2527873.500000 Penalty: 4880.224121
	Iteration 42Q: 3 clusters Score -2527874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2527881.250000 Penalty: 4880.224121
	Iteration 43Q: 3 clusters Score -2527881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2527886.250000 Penalty: 4880.224121
	Iteration 44Q: 3 clusters Score -2527886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2527886.250000 Penalty: 4880.224121
	Iteration 45Q: 3 clusters Score -2527886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2527887.000000 Penalty: 4880.224121
	Iteration 46Q: 3 clusters Score -2527887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2527888.750000 Penalty: 4880.224121
	Iteration 47Q: 3 clusters Score -2527889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2527892.750000 Penalty: 4880.224121
	Iteration 48Q: 3 clusters Score -2527893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2527899.000000 Penalty: 4880.224121
	Iteration 49Q: 3 clusters Score -2527899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2527900.000000 Penalty: 4880.224121
	Iteration 50Q: 3 clusters Score -2527900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2527901.500000 Penalty: 4880.224121
	Iteration 51Q: 3 clusters Score -2527902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2527903.250000 Penalty: 4880.224121
	Iteration 52Q: 3 clusters Score -2527903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2527903.500000 Penalty: 4880.224121
	Iteration 53Q: 3 clusters Score -2527904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2527903.750000 Penalty: 4880.224121
	Iteration 54Q: 3 clusters Score -2527904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2527911.500000 Penalty: 4880.224121
	Iteration 55Q: 3 clusters Score -2527912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2527913.500000 Penalty: 4880.224121
	Iteration 56Q: 3 clusters Score -2527914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2527915.250000 Penalty: 4880.224121
	Iteration 57Q: 3 clusters Score -2527915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2527913.250000 Penalty: 4880.224121
	Iteration 58Q: 3 clusters Score -2527913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2527913.250000 Penalty: 4880.224121
	Iteration 59F: 3 clusters Score -2527913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -394217.687500 Penalty: 2020.383911
	Iteration 0F: 2 clusters Score -394217.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -390720.843750 Penalty: 4040.767822
	Iteration 0F: 3 clusters Score -390720.8 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -391526.687500 Penalty: 4040.767822
	Iteration 1F: 3 clusters Score -391526.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -391820.812500 Penalty: 4040.767822
	Iteration 2F: 3 clusters Score -391820.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -391986.312500 Penalty: 4040.767822
	Iteration 3F: 3 clusters Score -391986.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -392099.906250 Penalty: 4040.767822
	Iteration 4Q: 3 clusters Score -392099.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -392180.781250 Penalty: 4040.767822
	Iteration 5Q: 3 clusters Score -392180.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -392252.406250 Penalty: 4040.767822
	Iteration 6Q: 3 clusters Score -392252.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -392319.687500 Penalty: 4040.767822
	Iteration 7Q: 3 clusters Score -392319.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -392394.406250 Penalty: 4040.767822
	Iteration 8Q: 3 clusters Score -392394.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -392467.156250 Penalty: 4040.767822
	Iteration 9Q: 3 clusters Score -392467.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -392539.250000 Penalty: 4040.767822
	Iteration 10Q: 3 clusters Score -392539.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -392605.781250 Penalty: 4040.767822
	Iteration 11Q: 3 clusters Score -392605.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -392656.468750 Penalty: 4040.767822
	Iteration 12Q: 3 clusters Score -392656.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -392695.968750 Penalty: 4040.767822
	Iteration 13Q: 3 clusters Score -392696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -392724.875000 Penalty: 4040.767822
	Iteration 14Q: 3 clusters Score -392724.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -392744.937500 Penalty: 4040.767822
	Iteration 15Q: 3 clusters Score -392744.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -392761.375000 Penalty: 4040.767822
	Iteration 16Q: 3 clusters Score -392761.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -392784.125000 Penalty: 4040.767822
	Iteration 17Q: 3 clusters Score -392784.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -392805.187500 Penalty: 4040.767822
	Iteration 18Q: 3 clusters Score -392805.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -392822.843750 Penalty: 4040.767822
	Iteration 19Q: 3 clusters Score -392822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -392837.468750 Penalty: 4040.767822
	Iteration 20F: 3 clusters Score -392837.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -392847.781250 Penalty: 4040.767822
	Iteration 21Q: 3 clusters Score -392847.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -392854.718750 Penalty: 4040.767822
	Iteration 22Q: 3 clusters Score -392854.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -392862.000000 Penalty: 4040.767822
	Iteration 23Q: 3 clusters Score -392862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -392866.656250 Penalty: 4040.767822
	Iteration 24Q: 3 clusters Score -392866.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -392871.531250 Penalty: 4040.767822
	Iteration 25Q: 3 clusters Score -392871.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -392874.812500 Penalty: 4040.767822
	Iteration 26Q: 3 clusters Score -392874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -392876.406250 Penalty: 4040.767822
	Iteration 27Q: 3 clusters Score -392876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -392877.500000 Penalty: 4040.767822
	Iteration 28Q: 3 clusters Score -392877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -392878.906250 Penalty: 4040.767822
	Iteration 29Q: 3 clusters Score -392878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -392882.531250 Penalty: 4040.767822
	Iteration 30Q: 3 clusters Score -392882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -392884.031250 Penalty: 4040.767822
	Iteration 31Q: 3 clusters Score -392884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -392888.437500 Penalty: 4040.767822
	Iteration 32Q: 3 clusters Score -392888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -392893.281250 Penalty: 4040.767822
	Iteration 33Q: 3 clusters Score -392893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -392900.625000 Penalty: 4040.767822
	Iteration 34Q: 3 clusters Score -392900.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -392908.562500 Penalty: 4040.767822
	Iteration 35Q: 3 clusters Score -392908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -392916.875000 Penalty: 4040.767822
	Iteration 36Q: 3 clusters Score -392916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -392923.500000 Penalty: 4040.767822
	Iteration 37Q: 3 clusters Score -392923.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -392930.093750 Penalty: 4040.767822
	Iteration 38Q: 3 clusters Score -392930.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -392933.937500 Penalty: 4040.767822
	Iteration 39Q: 3 clusters Score -392933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -392937.343750 Penalty: 4040.767822
	Iteration 40F: 3 clusters Score -392937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -392939.125000 Penalty: 4040.767822
	Iteration 41Q: 3 clusters Score -392939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -392939.531250 Penalty: 4040.767822
	Iteration 42Q: 3 clusters Score -392939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -392940.468750 Penalty: 4040.767822
	Iteration 43Q: 3 clusters Score -392940.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -392941.750000 Penalty: 4040.767822
	Iteration 44Q: 3 clusters Score -392941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -392943.187500 Penalty: 4040.767822
	Iteration 45Q: 3 clusters Score -392943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -392946.031250 Penalty: 4040.767822
	Iteration 46Q: 3 clusters Score -392946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -392948.000000 Penalty: 4040.767822
	Iteration 47Q: 3 clusters Score -392948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -392950.093750 Penalty: 4040.767822
	Iteration 48Q: 3 clusters Score -392950.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -392950.062500 Penalty: 4040.767822
	Iteration 49Q: 3 clusters Score -392950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -392951.718750 Penalty: 4040.767822
	Iteration 50Q: 3 clusters Score -392951.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -392953.875000 Penalty: 4040.767822
	Iteration 51Q: 3 clusters Score -392953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -392952.937500 Penalty: 4040.767822
	Iteration 52Q: 3 clusters Score -392952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -392952.937500 Penalty: 4040.767822
	Iteration 53F: 3 clusters Score -392952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Entering Unmasked Estep 
Score: -5063139.000000 Penalty: 2631.920410
	Iteration 0F: 2 clusters Score -5063139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5035572.500000 Penalty: 5263.840820
	Iteration 0F: 3 clusters Score -5035572 nChanged 18528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5045967.500000 Penalty: 5263.840820
	Iteration 1F: 3 clusters Score -5045968 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -5046682.000000 Penalty: 5263.840820
	Iteration 2Q: 3 clusters Score -5046682 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -5047467.000000 Penalty: 5263.840820
	Iteration 3Q: 3 clusters Score -5047467 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5048468.500000 Penalty: 5263.840820
	Iteration 4Q: 3 clusters Score -5048468 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -5049700.000000 Penalty: 5263.840820
	Iteration 5F: 3 clusters Score -5049700 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -5051004.500000 Penalty: 5263.840820
	Iteration 6F: 3 clusters Score -5051004 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -5052404.500000 Penalty: 5263.840820
	Iteration 7F: 3 clusters Score -5052404 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -5053785.000000 Penalty: 5263.840820
	Iteration 8F: 3 clusters Score -5053785 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -5055096.000000 Penalty: 5263.840820
	Iteration 9F: 3 clusters Score -5055096 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5056277.500000 Penalty: 5263.840820
	Iteration 10Q: 3 clusters Score -5056278 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -5057227.000000 Penalty: 5263.840820
	Iteration 11Q: 3 clusters Score -5057227 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5057920.500000 Penalty: 5263.840820
	Iteration 12Q: 3 clusters Score -5057920 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -5058562.500000 Penalty: 5263.840820
	Iteration 13Q: 3 clusters Score -5058562 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -5059181.000000 Penalty: 5263.840820
	Iteration 14Q: 3 clusters Score -5059181 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5059761.500000 Penalty: 5263.840820
	Iteration 15Q: 3 clusters Score -5059762 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -5060280.500000 Penalty: 5263.840820
	Iteration 16Q: 3 clusters Score -5060280 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -5060684.500000 Penalty: 5263.840820
	Iteration 17Q: 3 clusters Score -5060684 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5061004.500000 Penalty: 5263.840820
	Iteration 18Q: 3 clusters Score -5061004 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -5061350.000000 Penalty: 5263.840820
	Iteration 19Q: 3 clusters Score -5061350 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -5061616.500000 Penalty: 5263.840820
	Iteration 20F: 3 clusters Score -5061616 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -5061865.500000 Penalty: 5263.840820
	Iteration 21Q: 3 clusters Score -5061866 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -5062047.000000 Penalty: 5263.840820
	Iteration 22Q: 3 clusters Score -5062047 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -5062241.000000 Penalty: 5263.840820
	Iteration 23Q: 3 clusters Score -5062241 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -5062390.500000 Penalty: 5263.840820
	Iteration 24Q: 3 clusters Score -5062390 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -5062548.000000 Penalty: 5263.840820
	Iteration 25Q: 3 clusters Score -5062548 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -5062652.000000 Penalty: 5263.840820
	Iteration 26Q: 3 clusters Score -5062652 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -5062765.500000 Penalty: 5263.840820
	Iteration 27Q: 3 clusters Score -5062766 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -5062869.500000 Penalty: 5263.840820
	Iteration 28Q: 3 clusters Score -5062870 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -5062964.500000 Penalty: 5263.840820
	Iteration 29Q: 3 clusters Score -5062964 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -5063035.500000 Penalty: 5263.840820
	Iteration 30Q: 3 clusters Score -5063036 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -5063097.500000 Penalty: 5263.840820
	Iteration 31Q: 3 clusters Score -5063098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -5063158.000000 Penalty: 5263.840820
	Iteration 32Q: 3 clusters Score -5063158 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -5063172.500000 Penalty: 5263.840820
	Iteration 33Q: 3 clusters Score -5063172 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -5063199.500000 Penalty: 5263.840820
	Iteration 34Q: 3 clusters Score -5063200 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -5063213.000000 Penalty: 5263.840820
	Iteration 35Q: 3 clusters Score -5063213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -5063225.500000 Penalty: 5263.840820
	Iteration 36Q: 3 clusters Score -5063226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -5063266.000000 Penalty: 5263.840820
	Iteration 37Q: 3 clusters Score -5063266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5063284.000000 Penalty: 5263.840820
	Iteration 38Q: 3 clusters Score -5063284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5063273.000000 Penalty: 5263.840820
	Iteration 39Q: 3 clusters Score -5063273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -5063286.000000 Penalty: 5263.840820
	Iteration 40F: 3 clusters Score -5063286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -5063281.500000 Penalty: 5263.840820
	Iteration 41Q: 3 clusters Score -5063282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -5063294.000000 Penalty: 5263.840820
	Iteration 42Q: 3 clusters Score -5063294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -5063300.500000 Penalty: 5263.840820
	Iteration 43Q: 3 clusters Score -5063300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -5063300.500000 Penalty: 5263.840820
	Iteration 44Q: 3 clusters Score -5063300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -5063317.500000 Penalty: 5263.840820
	Iteration 45Q: 3 clusters Score -5063318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -5063316.000000 Penalty: 5263.840820
	Iteration 46Q: 3 clusters Score -5063316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5063316.000000 Penalty: 5263.840820
	Iteration 47Q: 3 clusters Score -5063316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -5063311.500000 Penalty: 5263.840820
	Iteration 48Q: 3 clusters Score -5063312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -5063316.500000 Penalty: 5263.840820
	Iteration 49Q: 3 clusters Score -5063316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -5063314.000000 Penalty: 5263.840820
	Iteration 50Q: 3 clusters Score -5063314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -5063328.000000 Penalty: 5263.840820
	Iteration 51Q: 3 clusters Score -5063328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -5063323.000000 Penalty: 5263.840820
	Iteration 52Q: 3 clusters Score -5063323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -5063317.500000 Penalty: 5263.840820
	Iteration 53Q: 3 clusters Score -5063318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5063322.000000 Penalty: 5263.840820
	Iteration 54Q: 3 clusters Score -5063322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -5063321.000000 Penalty: 5263.840820
	Iteration 55Q: 3 clusters Score -5063321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -5063318.500000 Penalty: 5263.840820
	Iteration 56Q: 3 clusters Score -5063318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5063317.500000 Penalty: 5263.840820
	Iteration 57Q: 3 clusters Score -5063318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5063317.500000 Penalty: 5263.840820
	Iteration 58F: 3 clusters Score -5063318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19810 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 194648 members 
Mstep: Class 5 contains 46709 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73444 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6520 members 
Mstep: Class 14 contains 38825 members 
Mstep: Class 15 contains 52155 members 
Mstep: Class 16 contains 169198 members 
Mstep: Class 17 contains 27479 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46653 members 
Mstep: Class 21 contains 52577 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193220 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 34123 members 
Entering Unmasked Estep 
Score: -133242264.000000 Penalty: 96125.335938
Splitting cluster 13 changes total score from -133242512.000000 to -133242264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (38825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Entering Unmasked Estep 
Score: -5225102.500000 Penalty: 2620.571045
	Iteration 0F: 2 clusters Score -5225102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -5198654.500000 Penalty: 5241.142090
	Iteration 0F: 3 clusters Score -5198654 nChanged 17726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -5208371.000000 Penalty: 5241.142090
	Iteration 1F: 3 clusters Score -5208371 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5208935.500000 Penalty: 5241.142090
	Iteration 2Q: 3 clusters Score -5208936 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5209629.000000 Penalty: 5241.142090
	Iteration 3Q: 3 clusters Score -5209629 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -5210458.000000 Penalty: 5241.142090
	Iteration 4Q: 3 clusters Score -5210458 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5211505.000000 Penalty: 5241.142090
	Iteration 5F: 3 clusters Score -5211505 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -5212815.000000 Penalty: 5241.142090
	Iteration 6F: 3 clusters Score -5212815 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -5214357.000000 Penalty: 5241.142090
	Iteration 7F: 3 clusters Score -5214357 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -5216110.500000 Penalty: 5241.142090
	Iteration 8F: 3 clusters Score -5216110 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -5217832.000000 Penalty: 5241.142090
	Iteration 9F: 3 clusters Score -5217832 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5219275.000000 Penalty: 5241.142090
	Iteration 10Q: 3 clusters Score -5219275 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -5220355.500000 Penalty: 5241.142090
	Iteration 11Q: 3 clusters Score -5220356 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5221087.000000 Penalty: 5241.142090
	Iteration 12Q: 3 clusters Score -5221087 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -5221575.000000 Penalty: 5241.142090
	Iteration 13Q: 3 clusters Score -5221575 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5221890.500000 Penalty: 5241.142090
	Iteration 14Q: 3 clusters Score -5221890 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5222194.000000 Penalty: 5241.142090
	Iteration 15Q: 3 clusters Score -5222194 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5222433.000000 Penalty: 5241.142090
	Iteration 16Q: 3 clusters Score -5222433 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5222606.500000 Penalty: 5241.142090
	Iteration 17Q: 3 clusters Score -5222606 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5222726.000000 Penalty: 5241.142090
	Iteration 18Q: 3 clusters Score -5222726 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5222816.500000 Penalty: 5241.142090
	Iteration 19Q: 3 clusters Score -5222816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5222882.000000 Penalty: 5241.142090
	Iteration 20F: 3 clusters Score -5222882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5222914.000000 Penalty: 5241.142090
	Iteration 21Q: 3 clusters Score -5222914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5222957.500000 Penalty: 5241.142090
	Iteration 22Q: 3 clusters Score -5222958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5222963.000000 Penalty: 5241.142090
	Iteration 23Q: 3 clusters Score -5222963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5222992.500000 Penalty: 5241.142090
	Iteration 24Q: 3 clusters Score -5222992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5223010.000000 Penalty: 5241.142090
	Iteration 25Q: 3 clusters Score -5223010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5223028.500000 Penalty: 5241.142090
	Iteration 26Q: 3 clusters Score -5223028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5223029.000000 Penalty: 5241.142090
	Iteration 27Q: 3 clusters Score -5223029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5223043.000000 Penalty: 5241.142090
	Iteration 28Q: 3 clusters Score -5223043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5223045.000000 Penalty: 5241.142090
	Iteration 29Q: 3 clusters Score -5223045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5223051.000000 Penalty: 5241.142090
	Iteration 30Q: 3 clusters Score -5223051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5223049.000000 Penalty: 5241.142090
	Iteration 31Q: 3 clusters Score -5223049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5223061.500000 Penalty: 5241.142090
	Iteration 32Q: 3 clusters Score -5223062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5223063.000000 Penalty: 5241.142090
	Iteration 33Q: 3 clusters Score -5223063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5223063.500000 Penalty: 5241.142090
	Iteration 34Q: 3 clusters Score -5223064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5223061.000000 Penalty: 5241.142090
	Iteration 35Q: 3 clusters Score -5223061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5223060.000000 Penalty: 5241.142090
	Iteration 36Q: 3 clusters Score -5223060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5223056.000000 Penalty: 5241.142090
	Iteration 37Q: 3 clusters Score -5223056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5223053.500000 Penalty: 5241.142090
	Iteration 38Q: 3 clusters Score -5223054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5223060.000000 Penalty: 5241.142090
	Iteration 39Q: 3 clusters Score -5223060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5223065.500000 Penalty: 5241.142090
	Iteration 40F: 3 clusters Score -5223066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5223061.000000 Penalty: 5241.142090
	Iteration 41Q: 3 clusters Score -5223061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5223058.500000 Penalty: 5241.142090
	Iteration 42Q: 3 clusters Score -5223058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5223070.000000 Penalty: 5241.142090
	Iteration 43Q: 3 clusters Score -5223070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5223078.000000 Penalty: 5241.142090
	Iteration 44Q: 3 clusters Score -5223078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5223075.000000 Penalty: 5241.142090
	Iteration 45Q: 3 clusters Score -5223075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5223073.500000 Penalty: 5241.142090
	Iteration 46Q: 3 clusters Score -5223074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5223077.500000 Penalty: 5241.142090
	Iteration 47Q: 3 clusters Score -5223078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5223080.000000 Penalty: 5241.142090
	Iteration 48Q: 3 clusters Score -5223080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5223080.000000 Penalty: 5241.142090
	Iteration 49F: 3 clusters Score -5223080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Entering Unmasked Estep 
Score: -6965879.500000 Penalty: 2693.770020
	Iteration 0F: 2 clusters Score -6965880 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 26047 members 
Entering Unmasked Estep 
Score: -6930661.000000 Penalty: 5387.540039
	Iteration 0F: 3 clusters Score -6930661 nChanged 24120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -6944157.000000 Penalty: 5387.540039
	Iteration 1F: 3 clusters Score -6944157 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -6944622.000000 Penalty: 5387.540039
	Iteration 2Q: 3 clusters Score -6944622 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -6945116.000000 Penalty: 5387.540039
	Iteration 3Q: 3 clusters Score -6945116 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -6945649.500000 Penalty: 5387.540039
	Iteration 4Q: 3 clusters Score -6945650 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -6946520.500000 Penalty: 5387.540039
	Iteration 5Q: 3 clusters Score -6946520 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -6947612.500000 Penalty: 5387.540039
	Iteration 6Q: 3 clusters Score -6947612 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -6949254.000000 Penalty: 5387.540039
	Iteration 7F: 3 clusters Score -6949254 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -6951653.000000 Penalty: 5387.540039
	Iteration 8F: 3 clusters Score -6951653 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -6954631.500000 Penalty: 5387.540039
	Iteration 9F: 3 clusters Score -6954632 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -6957783.000000 Penalty: 5387.540039
	Iteration 10F: 3 clusters Score -6957783 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6960326.000000 Penalty: 5387.540039
	Iteration 11F: 3 clusters Score -6960326 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6961979.500000 Penalty: 5387.540039
	Iteration 12Q: 3 clusters Score -6961980 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6962825.000000 Penalty: 5387.540039
	Iteration 13Q: 3 clusters Score -6962825 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6963197.000000 Penalty: 5387.540039
	Iteration 14Q: 3 clusters Score -6963197 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6963361.500000 Penalty: 5387.540039
	Iteration 15Q: 3 clusters Score -6963362 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6963456.000000 Penalty: 5387.540039
	Iteration 16Q: 3 clusters Score -6963456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6963516.000000 Penalty: 5387.540039
	Iteration 17Q: 3 clusters Score -6963516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6963541.000000 Penalty: 5387.540039
	Iteration 18Q: 3 clusters Score -6963541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6963572.500000 Penalty: 5387.540039
	Iteration 19Q: 3 clusters Score -6963572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6963585.500000 Penalty: 5387.540039
	Iteration 20F: 3 clusters Score -6963586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6963598.500000 Penalty: 5387.540039
	Iteration 21Q: 3 clusters Score -6963598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6963620.500000 Penalty: 5387.540039
	Iteration 22Q: 3 clusters Score -6963620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6963630.000000 Penalty: 5387.540039
	Iteration 23Q: 3 clusters Score -6963630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6963638.000000 Penalty: 5387.540039
	Iteration 24Q: 3 clusters Score -6963638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6963641.000000 Penalty: 5387.540039
	Iteration 25Q: 3 clusters Score -6963641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6963644.000000 Penalty: 5387.540039
	Iteration 26Q: 3 clusters Score -6963644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6963642.500000 Penalty: 5387.540039
	Iteration 27Q: 3 clusters Score -6963642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6963642.500000 Penalty: 5387.540039
	Iteration 28F: 3 clusters Score -6963642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (169198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169198 members 
Entering Unmasked Estep 
Score: -22470332.000000 Penalty: 2985.628662
	Iteration 0F: 2 clusters Score -2.247033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -22358514.000000 Penalty: 5971.257324
	Iteration 0F: 3 clusters Score -2.235851e+07 nChanged 80767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -22406772.000000 Penalty: 5971.257324
	Iteration 1F: 3 clusters Score -2.240677e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -22408276.000000 Penalty: 5971.257324
	Iteration 2Q: 3 clusters Score -2.240828e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -22410280.000000 Penalty: 5971.257324
	Iteration 3Q: 3 clusters Score -2.241028e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -22413262.000000 Penalty: 5971.257324
	Iteration 4Q: 3 clusters Score -2.241326e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
Score: -22417346.000000 Penalty: 5971.257324
	Iteration 5Q: 3 clusters Score -2.241735e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -22423300.000000 Penalty: 5971.257324
	Iteration 6F: 3 clusters Score -2.24233e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -22430558.000000 Penalty: 5971.257324
	Iteration 7F: 3 clusters Score -2.243056e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124124 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -22438610.000000 Penalty: 5971.257324
	Iteration 8F: 3 clusters Score -2.243861e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131039 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -22445652.000000 Penalty: 5971.257324
	Iteration 9F: 3 clusters Score -2.244565e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136669 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -22450542.000000 Penalty: 5971.257324
	Iteration 10Q: 3 clusters Score -2.245054e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141025 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -22454086.000000 Penalty: 5971.257324
	Iteration 11Q: 3 clusters Score -2.245409e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144657 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -22456662.000000 Penalty: 5971.257324
	Iteration 12Q: 3 clusters Score -2.245666e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -22458520.000000 Penalty: 5971.257324
	Iteration 13Q: 3 clusters Score -2.245852e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150515 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -22460072.000000 Penalty: 5971.257324
	Iteration 14Q: 3 clusters Score -2.246007e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153030 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -22461356.000000 Penalty: 5971.257324
	Iteration 15Q: 3 clusters Score -2.246136e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -22462386.000000 Penalty: 5971.257324
	Iteration 16Q: 3 clusters Score -2.246239e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157394 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -22463164.000000 Penalty: 5971.257324
	Iteration 17Q: 3 clusters Score -2.246316e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159270 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -22463970.000000 Penalty: 5971.257324
	Iteration 18Q: 3 clusters Score -2.246397e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160893 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -22464710.000000 Penalty: 5971.257324
	Iteration 19Q: 3 clusters Score -2.246471e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162307 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -22465426.000000 Penalty: 5971.257324
	Iteration 20F: 3 clusters Score -2.246543e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -22465906.000000 Penalty: 5971.257324
	Iteration 21Q: 3 clusters Score -2.246591e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -22466324.000000 Penalty: 5971.257324
	Iteration 22Q: 3 clusters Score -2.246632e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -22466650.000000 Penalty: 5971.257324
	Iteration 23Q: 3 clusters Score -2.246665e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165853 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -22466934.000000 Penalty: 5971.257324
	Iteration 24Q: 3 clusters Score -2.246693e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -22467162.000000 Penalty: 5971.257324
	Iteration 25Q: 3 clusters Score -2.246716e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -22467326.000000 Penalty: 5971.257324
	Iteration 26Q: 3 clusters Score -2.246733e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166968 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -22467402.000000 Penalty: 5971.257324
	Iteration 27Q: 3 clusters Score -2.24674e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167173 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -22467466.000000 Penalty: 5971.257324
	Iteration 28Q: 3 clusters Score -2.246747e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167353 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22467454.000000 Penalty: 5971.257324
	Iteration 29Q: 3 clusters Score -2.246745e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167490 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -22467526.000000 Penalty: 5971.257324
	Iteration 30Q: 3 clusters Score -2.246753e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167591 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22467618.000000 Penalty: 5971.257324
	Iteration 31Q: 3 clusters Score -2.246762e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167697 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -22467654.000000 Penalty: 5971.257324
	Iteration 32Q: 3 clusters Score -2.246765e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22467702.000000 Penalty: 5971.257324
	Iteration 33Q: 3 clusters Score -2.24677e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -22467716.000000 Penalty: 5971.257324
	Iteration 34Q: 3 clusters Score -2.246772e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167901 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -22467734.000000 Penalty: 5971.257324
	Iteration 35Q: 3 clusters Score -2.246773e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22467746.000000 Penalty: 5971.257324
	Iteration 36Q: 3 clusters Score -2.246775e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22467750.000000 Penalty: 5971.257324
	Iteration 37Q: 3 clusters Score -2.246775e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168018 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22467738.000000 Penalty: 5971.257324
	Iteration 38Q: 3 clusters Score -2.246774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -22467746.000000 Penalty: 5971.257324
	Iteration 39Q: 3 clusters Score -2.246775e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168068 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22467768.000000 Penalty: 5971.257324
	Iteration 40F: 3 clusters Score -2.246777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22467754.000000 Penalty: 5971.257324
	Iteration 41Q: 3 clusters Score -2.246775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168105 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22467780.000000 Penalty: 5971.257324
	Iteration 42Q: 3 clusters Score -2.246778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22467776.000000 Penalty: 5971.257324
	Iteration 43Q: 3 clusters Score -2.246778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168134 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -22467770.000000 Penalty: 5971.257324
	Iteration 44Q: 3 clusters Score -2.246777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22467778.000000 Penalty: 5971.257324
	Iteration 45Q: 3 clusters Score -2.246778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168170 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22467810.000000 Penalty: 5971.257324
	Iteration 46Q: 3 clusters Score -2.246781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168185 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22467806.000000 Penalty: 5971.257324
	Iteration 47Q: 3 clusters Score -2.246781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168197 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -22467814.000000 Penalty: 5971.257324
	Iteration 48Q: 3 clusters Score -2.246781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168216 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -22467816.000000 Penalty: 5971.257324
	Iteration 49Q: 3 clusters Score -2.246782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -22467810.000000 Penalty: 5971.257324
	Iteration 50Q: 3 clusters Score -2.246781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168234 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -22467826.000000 Penalty: 5971.257324
	Iteration 51Q: 3 clusters Score -2.246783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168242 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -22467824.000000 Penalty: 5971.257324
	Iteration 52Q: 3 clusters Score -2.246782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168245 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22467838.000000 Penalty: 5971.257324
	Iteration 53Q: 3 clusters Score -2.246784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168248 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -22467836.000000 Penalty: 5971.257324
	Iteration 54Q: 3 clusters Score -2.246784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -22467836.000000 Penalty: 5971.257324
	Iteration 55Q: 3 clusters Score -2.246784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168256 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -22467838.000000 Penalty: 5971.257324
	Iteration 56Q: 3 clusters Score -2.246784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22467850.000000 Penalty: 5971.257324
	Iteration 57Q: 3 clusters Score -2.246785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168265 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -22467846.000000 Penalty: 5971.257324
	Iteration 58Q: 3 clusters Score -2.246785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168267 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22467854.000000 Penalty: 5971.257324
	Iteration 59Q: 3 clusters Score -2.246785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168268 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -22467864.000000 Penalty: 5971.257324
	Iteration 60F: 3 clusters Score -2.246786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -22467856.000000 Penalty: 5971.257324
	Iteration 61Q: 3 clusters Score -2.246786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168271 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -22467864.000000 Penalty: 5971.257324
	Iteration 62Q: 3 clusters Score -2.246786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168273 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -22467858.000000 Penalty: 5971.257324
	Iteration 63Q: 3 clusters Score -2.246786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168275 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -22467872.000000 Penalty: 5971.257324
	Iteration 64Q: 3 clusters Score -2.246787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168276 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22467862.000000 Penalty: 5971.257324
	Iteration 65Q: 3 clusters Score -2.246786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168276 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22467862.000000 Penalty: 5971.257324
	Iteration 66F: 3 clusters Score -2.246786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Entering Unmasked Estep 
Score: -3694085.250000 Penalty: 2534.851807
	Iteration 0F: 2 clusters Score -3694085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3675192.000000 Penalty: 5069.703613
	Iteration 0F: 3 clusters Score -3675192 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3681912.000000 Penalty: 5069.703613
	Iteration 1F: 3 clusters Score -3681912 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3682568.250000 Penalty: 5069.703613
	Iteration 2F: 3 clusters Score -3682568 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3683349.250000 Penalty: 5069.703613
	Iteration 3F: 3 clusters Score -3683349 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3684232.750000 Penalty: 5069.703613
	Iteration 4F: 3 clusters Score -3684233 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3685201.750000 Penalty: 5069.703613
	Iteration 5F: 3 clusters Score -3685202 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3686195.500000 Penalty: 5069.703613
	Iteration 6F: 3 clusters Score -3686196 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3687189.000000 Penalty: 5069.703613
	Iteration 7F: 3 clusters Score -3687189 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3688223.750000 Penalty: 5069.703613
	Iteration 8F: 3 clusters Score -3688224 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3689216.750000 Penalty: 5069.703613
	Iteration 9F: 3 clusters Score -3689217 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3690076.500000 Penalty: 5069.703613
	Iteration 10Q: 3 clusters Score -3690076 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3690806.000000 Penalty: 5069.703613
	Iteration 11Q: 3 clusters Score -3690806 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3691437.000000 Penalty: 5069.703613
	Iteration 12Q: 3 clusters Score -3691437 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3691927.250000 Penalty: 5069.703613
	Iteration 13Q: 3 clusters Score -3691927 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3692361.250000 Penalty: 5069.703613
	Iteration 14Q: 3 clusters Score -3692361 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3692757.000000 Penalty: 5069.703613
	Iteration 15Q: 3 clusters Score -3692757 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3693023.000000 Penalty: 5069.703613
	Iteration 16Q: 3 clusters Score -3693023 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3693196.000000 Penalty: 5069.703613
	Iteration 17Q: 3 clusters Score -3693196 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3693318.000000 Penalty: 5069.703613
	Iteration 18Q: 3 clusters Score -3693318 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3693383.250000 Penalty: 5069.703613
	Iteration 19Q: 3 clusters Score -3693383 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3693426.750000 Penalty: 5069.703613
	Iteration 20F: 3 clusters Score -3693427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3693463.250000 Penalty: 5069.703613
	Iteration 21Q: 3 clusters Score -3693463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3693486.000000 Penalty: 5069.703613
	Iteration 22Q: 3 clusters Score -3693486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3693508.750000 Penalty: 5069.703613
	Iteration 23Q: 3 clusters Score -3693509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3693515.500000 Penalty: 5069.703613
	Iteration 24Q: 3 clusters Score -3693516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3693537.500000 Penalty: 5069.703613
	Iteration 25Q: 3 clusters Score -3693538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3693530.500000 Penalty: 5069.703613
	Iteration 26Q: 3 clusters Score -3693530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3693536.000000 Penalty: 5069.703613
	Iteration 27Q: 3 clusters Score -3693536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3693539.750000 Penalty: 5069.703613
	Iteration 28Q: 3 clusters Score -3693540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3693542.000000 Penalty: 5069.703613
	Iteration 29Q: 3 clusters Score -3693542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3693548.000000 Penalty: 5069.703613
	Iteration 30Q: 3 clusters Score -3693548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3693546.500000 Penalty: 5069.703613
	Iteration 31Q: 3 clusters Score -3693546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3693548.500000 Penalty: 5069.703613
	Iteration 32Q: 3 clusters Score -3693548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3693549.750000 Penalty: 5069.703613
	Iteration 33Q: 3 clusters Score -3693550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3693549.750000 Penalty: 5069.703613
	Iteration 34F: 3 clusters Score -3693550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -648557.937500 Penalty: 2117.709229
	Iteration 0F: 2 clusters Score -648557.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -643955.937500 Penalty: 4235.418457
	Iteration 0F: 3 clusters Score -643955.9 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -645264.750000 Penalty: 4235.418457
	Iteration 1F: 3 clusters Score -645264.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -645611.937500 Penalty: 4235.418457
	Iteration 2F: 3 clusters Score -645611.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -645822.562500 Penalty: 4235.418457
	Iteration 3F: 3 clusters Score -645822.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -645981.812500 Penalty: 4235.418457
	Iteration 4Q: 3 clusters Score -645981.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -646105.625000 Penalty: 4235.418457
	Iteration 5Q: 3 clusters Score -646105.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -646226.062500 Penalty: 4235.418457
	Iteration 6Q: 3 clusters Score -646226.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -646323.000000 Penalty: 4235.418457
	Iteration 7Q: 3 clusters Score -646323 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -646425.187500 Penalty: 4235.418457
	Iteration 8Q: 3 clusters Score -646425.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -646515.937500 Penalty: 4235.418457
	Iteration 9Q: 3 clusters Score -646515.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -646597.125000 Penalty: 4235.418457
	Iteration 10Q: 3 clusters Score -646597.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -646675.250000 Penalty: 4235.418457
	Iteration 11Q: 3 clusters Score -646675.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -646756.125000 Penalty: 4235.418457
	Iteration 12Q: 3 clusters Score -646756.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -646822.562500 Penalty: 4235.418457
	Iteration 13Q: 3 clusters Score -646822.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -646892.000000 Penalty: 4235.418457
	Iteration 14Q: 3 clusters Score -646892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -646956.062500 Penalty: 4235.418457
	Iteration 15Q: 3 clusters Score -646956.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -647000.062500 Penalty: 4235.418457
	Iteration 16Q: 3 clusters Score -647000.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -647028.625000 Penalty: 4235.418457
	Iteration 17Q: 3 clusters Score -647028.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -647051.937500 Penalty: 4235.418457
	Iteration 18Q: 3 clusters Score -647051.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -647068.375000 Penalty: 4235.418457
	Iteration 19Q: 3 clusters Score -647068.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -647086.500000 Penalty: 4235.418457
	Iteration 20F: 3 clusters Score -647086.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -647098.562500 Penalty: 4235.418457
	Iteration 21Q: 3 clusters Score -647098.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -647107.875000 Penalty: 4235.418457
	Iteration 22Q: 3 clusters Score -647107.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -647114.500000 Penalty: 4235.418457
	Iteration 23Q: 3 clusters Score -647114.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -647115.937500 Penalty: 4235.418457
	Iteration 24Q: 3 clusters Score -647115.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -647120.812500 Penalty: 4235.418457
	Iteration 25Q: 3 clusters Score -647120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -647123.562500 Penalty: 4235.418457
	Iteration 26Q: 3 clusters Score -647123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -647125.312500 Penalty: 4235.418457
	Iteration 27Q: 3 clusters Score -647125.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -647126.437500 Penalty: 4235.418457
	Iteration 28Q: 3 clusters Score -647126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -647127.125000 Penalty: 4235.418457
	Iteration 29Q: 3 clusters Score -647127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -647127.937500 Penalty: 4235.418457
	Iteration 30Q: 3 clusters Score -647127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -647127.812500 Penalty: 4235.418457
	Iteration 31Q: 3 clusters Score -647127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -647126.875000 Penalty: 4235.418457
	Iteration 32Q: 3 clusters Score -647126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -647128.750000 Penalty: 4235.418457
	Iteration 33Q: 3 clusters Score -647128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -647130.687500 Penalty: 4235.418457
	Iteration 34Q: 3 clusters Score -647130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -647129.500000 Penalty: 4235.418457
	Iteration 35Q: 3 clusters Score -647129.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -647130.062500 Penalty: 4235.418457
	Iteration 36Q: 3 clusters Score -647130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -647130.875000 Penalty: 4235.418457
	Iteration 37Q: 3 clusters Score -647130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -647131.562500 Penalty: 4235.418457
	Iteration 38Q: 3 clusters Score -647131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -647132.062500 Penalty: 4235.418457
	Iteration 39Q: 3 clusters Score -647132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -647132.062500 Penalty: 4235.418457
	Iteration 40F: 3 clusters Score -647132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Entering Unmasked Estep 
Score: -1188472.250000 Penalty: 2265.766357
	Iteration 0F: 2 clusters Score -1188472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1181266.750000 Penalty: 4531.532715
	Iteration 0F: 3 clusters Score -1181267 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1183450.750000 Penalty: 4531.532715
	Iteration 1F: 3 clusters Score -1183451 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1183845.250000 Penalty: 4531.532715
	Iteration 2F: 3 clusters Score -1183845 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1184173.500000 Penalty: 4531.532715
	Iteration 3F: 3 clusters Score -1184174 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1184529.875000 Penalty: 4531.532715
	Iteration 4F: 3 clusters Score -1184530 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1184876.375000 Penalty: 4531.532715
	Iteration 5F: 3 clusters Score -1184876 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1185247.125000 Penalty: 4531.532715
	Iteration 6F: 3 clusters Score -1185247 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1185587.500000 Penalty: 4531.532715
	Iteration 7Q: 3 clusters Score -1185588 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1185893.625000 Penalty: 4531.532715
	Iteration 8Q: 3 clusters Score -1185894 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1186165.000000 Penalty: 4531.532715
	Iteration 9Q: 3 clusters Score -1186165 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1186364.625000 Penalty: 4531.532715
	Iteration 10Q: 3 clusters Score -1186365 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1186506.000000 Penalty: 4531.532715
	Iteration 11Q: 3 clusters Score -1186506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1186600.625000 Penalty: 4531.532715
	Iteration 12Q: 3 clusters Score -1186601 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1186678.750000 Penalty: 4531.532715
	Iteration 13Q: 3 clusters Score -1186679 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1186740.625000 Penalty: 4531.532715
	Iteration 14Q: 3 clusters Score -1186741 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1186792.750000 Penalty: 4531.532715
	Iteration 15Q: 3 clusters Score -1186793 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1186830.875000 Penalty: 4531.532715
	Iteration 16Q: 3 clusters Score -1186831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1186862.000000 Penalty: 4531.532715
	Iteration 17Q: 3 clusters Score -1186862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1186889.375000 Penalty: 4531.532715
	Iteration 18Q: 3 clusters Score -1186889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1186918.375000 Penalty: 4531.532715
	Iteration 19Q: 3 clusters Score -1186918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1186952.125000 Penalty: 4531.532715
	Iteration 20F: 3 clusters Score -1186952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1186971.250000 Penalty: 4531.532715
	Iteration 21Q: 3 clusters Score -1186971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1186990.125000 Penalty: 4531.532715
	Iteration 22Q: 3 clusters Score -1186990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1187003.750000 Penalty: 4531.532715
	Iteration 23Q: 3 clusters Score -1187004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1187014.000000 Penalty: 4531.532715
	Iteration 24Q: 3 clusters Score -1187014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1187023.000000 Penalty: 4531.532715
	Iteration 25Q: 3 clusters Score -1187023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1187025.500000 Penalty: 4531.532715
	Iteration 26Q: 3 clusters Score -1187026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1187033.375000 Penalty: 4531.532715
	Iteration 27Q: 3 clusters Score -1187033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1187036.250000 Penalty: 4531.532715
	Iteration 28Q: 3 clusters Score -1187036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1187037.500000 Penalty: 4531.532715
	Iteration 29Q: 3 clusters Score -1187038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1187039.125000 Penalty: 4531.532715
	Iteration 30Q: 3 clusters Score -1187039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1187039.625000 Penalty: 4531.532715
	Iteration 31Q: 3 clusters Score -1187040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1187039.625000 Penalty: 4531.532715
	Iteration 32F: 3 clusters Score -1187040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Entering Unmasked Estep 
Score: -6064174.500000 Penalty: 2666.122070
	Iteration 0F: 2 clusters Score -6064174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -6032781.500000 Penalty: 5332.244141
	Iteration 0F: 3 clusters Score -6032782 nChanged 21481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -6044504.500000 Penalty: 5332.244141
	Iteration 1F: 3 clusters Score -6044504 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -6044948.500000 Penalty: 5332.244141
	Iteration 2Q: 3 clusters Score -6044948 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -6045356.500000 Penalty: 5332.244141
	Iteration 3Q: 3 clusters Score -6045356 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -6045792.000000 Penalty: 5332.244141
	Iteration 4Q: 3 clusters Score -6045792 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -6046244.000000 Penalty: 5332.244141
	Iteration 5Q: 3 clusters Score -6046244 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -6046728.500000 Penalty: 5332.244141
	Iteration 6Q: 3 clusters Score -6046728 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -6047155.500000 Penalty: 5332.244141
	Iteration 7Q: 3 clusters Score -6047156 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -6047703.000000 Penalty: 5332.244141
	Iteration 8Q: 3 clusters Score -6047703 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -6048378.000000 Penalty: 5332.244141
	Iteration 9Q: 3 clusters Score -6048378 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -6049136.500000 Penalty: 5332.244141
	Iteration 10Q: 3 clusters Score -6049136 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -6050112.500000 Penalty: 5332.244141
	Iteration 11Q: 3 clusters Score -6050112 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -6051152.500000 Penalty: 5332.244141
	Iteration 12Q: 3 clusters Score -6051152 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -6052353.000000 Penalty: 5332.244141
	Iteration 13Q: 3 clusters Score -6052353 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -6053483.000000 Penalty: 5332.244141
	Iteration 14Q: 3 clusters Score -6053483 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -6054637.000000 Penalty: 5332.244141
	Iteration 15Q: 3 clusters Score -6054637 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -6055859.000000 Penalty: 5332.244141
	Iteration 16Q: 3 clusters Score -6055859 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -6057376.000000 Penalty: 5332.244141
	Iteration 17Q: 3 clusters Score -6057376 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -6058972.500000 Penalty: 5332.244141
	Iteration 18Q: 3 clusters Score -6058972 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6059965.000000 Penalty: 5332.244141
	Iteration 19Q: 3 clusters Score -6059965 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -6060562.500000 Penalty: 5332.244141
	Iteration 20F: 3 clusters Score -6060562 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -6060872.000000 Penalty: 5332.244141
	Iteration 21Q: 3 clusters Score -6060872 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6061064.000000 Penalty: 5332.244141
	Iteration 22Q: 3 clusters Score -6061064 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6061211.000000 Penalty: 5332.244141
	Iteration 23Q: 3 clusters Score -6061211 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6061302.000000 Penalty: 5332.244141
	Iteration 24Q: 3 clusters Score -6061302 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6061361.000000 Penalty: 5332.244141
	Iteration 25Q: 3 clusters Score -6061361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6061422.500000 Penalty: 5332.244141
	Iteration 26Q: 3 clusters Score -6061422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6061472.000000 Penalty: 5332.244141
	Iteration 27Q: 3 clusters Score -6061472 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6061514.000000 Penalty: 5332.244141
	Iteration 28Q: 3 clusters Score -6061514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6061542.500000 Penalty: 5332.244141
	Iteration 29Q: 3 clusters Score -6061542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6061565.500000 Penalty: 5332.244141
	Iteration 30Q: 3 clusters Score -6061566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6061600.000000 Penalty: 5332.244141
	Iteration 31Q: 3 clusters Score -6061600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6061622.500000 Penalty: 5332.244141
	Iteration 32Q: 3 clusters Score -6061622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6061627.000000 Penalty: 5332.244141
	Iteration 33Q: 3 clusters Score -6061627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6061634.000000 Penalty: 5332.244141
	Iteration 34Q: 3 clusters Score -6061634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6061631.000000 Penalty: 5332.244141
	Iteration 35Q: 3 clusters Score -6061631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6061644.000000 Penalty: 5332.244141
	Iteration 36Q: 3 clusters Score -6061644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6061653.500000 Penalty: 5332.244141
	Iteration 37Q: 3 clusters Score -6061654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6061640.000000 Penalty: 5332.244141
	Iteration 38Q: 3 clusters Score -6061640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6061647.000000 Penalty: 5332.244141
	Iteration 39Q: 3 clusters Score -6061647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6061652.000000 Penalty: 5332.244141
	Iteration 40F: 3 clusters Score -6061652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6061662.500000 Penalty: 5332.244141
	Iteration 41Q: 3 clusters Score -6061662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6061667.500000 Penalty: 5332.244141
	Iteration 42Q: 3 clusters Score -6061668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6061677.000000 Penalty: 5332.244141
	Iteration 43Q: 3 clusters Score -6061677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6061695.000000 Penalty: 5332.244141
	Iteration 44Q: 3 clusters Score -6061695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6061703.500000 Penalty: 5332.244141
	Iteration 45Q: 3 clusters Score -6061704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6061703.500000 Penalty: 5332.244141
	Iteration 46Q: 3 clusters Score -6061704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6061707.500000 Penalty: 5332.244141
	Iteration 47Q: 3 clusters Score -6061708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6061710.000000 Penalty: 5332.244141
	Iteration 48Q: 3 clusters Score -6061710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6061700.000000 Penalty: 5332.244141
	Iteration 49Q: 3 clusters Score -6061700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6061719.000000 Penalty: 5332.244141
	Iteration 50Q: 3 clusters Score -6061719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6061725.500000 Penalty: 5332.244141
	Iteration 51Q: 3 clusters Score -6061726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6061726.000000 Penalty: 5332.244141
	Iteration 52Q: 3 clusters Score -6061726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6061734.000000 Penalty: 5332.244141
	Iteration 53Q: 3 clusters Score -6061734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6061740.500000 Penalty: 5332.244141
	Iteration 54Q: 3 clusters Score -6061740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6061751.500000 Penalty: 5332.244141
	Iteration 55Q: 3 clusters Score -6061752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6061765.500000 Penalty: 5332.244141
	Iteration 56Q: 3 clusters Score -6061766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6061781.000000 Penalty: 5332.244141
	Iteration 57Q: 3 clusters Score -6061781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6061778.500000 Penalty: 5332.244141
	Iteration 58Q: 3 clusters Score -6061778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6061787.000000 Penalty: 5332.244141
	Iteration 59Q: 3 clusters Score -6061787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6061775.500000 Penalty: 5332.244141
	Iteration 60F: 3 clusters Score -6061776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6061779.500000 Penalty: 5332.244141
	Iteration 61Q: 3 clusters Score -6061780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6061774.500000 Penalty: 5332.244141
	Iteration 62Q: 3 clusters Score -6061774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6061786.000000 Penalty: 5332.244141
	Iteration 63Q: 3 clusters Score -6061786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6061792.000000 Penalty: 5332.244141
	Iteration 64Q: 3 clusters Score -6061792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6061793.000000 Penalty: 5332.244141
	Iteration 65Q: 3 clusters Score -6061793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6061803.000000 Penalty: 5332.244141
	Iteration 66Q: 3 clusters Score -6061803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6061815.000000 Penalty: 5332.244141
	Iteration 67Q: 3 clusters Score -6061815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6061815.000000 Penalty: 5332.244141
	Iteration 68Q: 3 clusters Score -6061815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6061812.500000 Penalty: 5332.244141
	Iteration 69Q: 3 clusters Score -6061812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6061812.000000 Penalty: 5332.244141
	Iteration 70Q: 3 clusters Score -6061812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6061819.000000 Penalty: 5332.244141
	Iteration 71Q: 3 clusters Score -6061819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6061814.500000 Penalty: 5332.244141
	Iteration 72Q: 3 clusters Score -6061814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6061819.500000 Penalty: 5332.244141
	Iteration 73Q: 3 clusters Score -6061820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6061822.000000 Penalty: 5332.244141
	Iteration 74Q: 3 clusters Score -6061822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6061820.500000 Penalty: 5332.244141
	Iteration 75Q: 3 clusters Score -6061820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6061818.500000 Penalty: 5332.244141
	Iteration 76Q: 3 clusters Score -6061818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6061823.500000 Penalty: 5332.244141
	Iteration 77Q: 3 clusters Score -6061824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6061825.500000 Penalty: 5332.244141
	Iteration 78Q: 3 clusters Score -6061826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6061825.500000 Penalty: 5332.244141
	Iteration 79F: 3 clusters Score -6061826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Entering Unmasked Estep 
Score: -6956008.500000 Penalty: 2695.768555
	Iteration 0F: 2 clusters Score -6956008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -6920510.000000 Penalty: 5391.537109
	Iteration 0F: 3 clusters Score -6920510 nChanged 24450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -6933929.500000 Penalty: 5391.537109
	Iteration 1F: 3 clusters Score -6933930 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -6934464.500000 Penalty: 5391.537109
	Iteration 2Q: 3 clusters Score -6934464 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -6934932.000000 Penalty: 5391.537109
	Iteration 3Q: 3 clusters Score -6934932 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -6935506.000000 Penalty: 5391.537109
	Iteration 4Q: 3 clusters Score -6935506 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -6936260.000000 Penalty: 5391.537109
	Iteration 5Q: 3 clusters Score -6936260 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -6937436.500000 Penalty: 5391.537109
	Iteration 6Q: 3 clusters Score -6937436 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -6939545.000000 Penalty: 5391.537109
	Iteration 7F: 3 clusters Score -6939545 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -6942771.000000 Penalty: 5391.537109
	Iteration 8F: 3 clusters Score -6942771 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -6946768.500000 Penalty: 5391.537109
	Iteration 9F: 3 clusters Score -6946768 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6950179.000000 Penalty: 5391.537109
	Iteration 10F: 3 clusters Score -6950179 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6952165.000000 Penalty: 5391.537109
	Iteration 11Q: 3 clusters Score -6952165 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6953045.500000 Penalty: 5391.537109
	Iteration 12Q: 3 clusters Score -6953046 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6953309.000000 Penalty: 5391.537109
	Iteration 13Q: 3 clusters Score -6953309 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6953433.000000 Penalty: 5391.537109
	Iteration 14Q: 3 clusters Score -6953433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6953512.000000 Penalty: 5391.537109
	Iteration 15Q: 3 clusters Score -6953512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6953546.000000 Penalty: 5391.537109
	Iteration 16Q: 3 clusters Score -6953546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6953577.500000 Penalty: 5391.537109
	Iteration 17Q: 3 clusters Score -6953578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6953607.000000 Penalty: 5391.537109
	Iteration 18Q: 3 clusters Score -6953607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6953619.000000 Penalty: 5391.537109
	Iteration 19Q: 3 clusters Score -6953619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6953629.500000 Penalty: 5391.537109
	Iteration 20F: 3 clusters Score -6953630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6953624.500000 Penalty: 5391.537109
	Iteration 21Q: 3 clusters Score -6953624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6953633.500000 Penalty: 5391.537109
	Iteration 22Q: 3 clusters Score -6953634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6953639.500000 Penalty: 5391.537109
	Iteration 23Q: 3 clusters Score -6953640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6953639.000000 Penalty: 5391.537109
	Iteration 24Q: 3 clusters Score -6953639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6953642.500000 Penalty: 5391.537109
	Iteration 25Q: 3 clusters Score -6953642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6953648.000000 Penalty: 5391.537109
	Iteration 26Q: 3 clusters Score -6953648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6953654.000000 Penalty: 5391.537109
	Iteration 27Q: 3 clusters Score -6953654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6953651.000000 Penalty: 5391.537109
	Iteration 28Q: 3 clusters Score -6953651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6953651.000000 Penalty: 5391.537109
	Iteration 29F: 3 clusters Score -6953651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -63933.542969 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -63933.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62350.121094 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -62350.12 nChanged 127
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: -62642.332031 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -62642.33 nChanged 44
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: -62790.082031 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -62790.08 nChanged 29
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: -62886.382812 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -62886.38 nChanged 28
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: -63025.015625 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -63025.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63127.980469 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -63127.98 nChanged 21
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: -63216.097656 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -63216.1 nChanged 14
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: -63306.261719 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -63306.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63356.312500 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -63356.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63393.148438 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -63393.15 nChanged 13
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: -63444.164062 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -63444.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63472.027344 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -63472.03 nChanged 5
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: -63488.597656 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -63488.6 nChanged 2
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: -63493.210938 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -63493.21 nChanged 1
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: -63494.796875 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -63494.8 nChanged 0
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: -63499.363281 Penalty: 3165.380615
	Iteration 15F: 3 clusters Score -63499.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63525.281250 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -63525.28 nChanged 5
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: -63553.109375 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -63553.11 nChanged 4
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: -63577.832031 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -63577.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63599.050781 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -63599.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63610.957031 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -63610.96 nChanged 2
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: -63620.894531 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -63620.89 nChanged 0
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: -63620.894531 Penalty: 3165.380615
	Iteration 22F: 3 clusters Score -63620.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -325635.531250 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -325635.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322695.625000 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -322695.6 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -323277.437500 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -323277.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -323428.625000 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -323428.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -323527.343750 Penalty: 3876.542725
	Iteration 3F: 3 clusters Score -323527.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -323581.281250 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -323581.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -323608.781250 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -323608.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -323627.468750 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -323627.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -323650.375000 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -323650.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -323668.062500 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -323668.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -323684.812500 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -323684.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -323696.218750 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -323696.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -323700.531250 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -323700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -323703.312500 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -323703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -323704.500000 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -323704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -323704.281250 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -323704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323705.843750 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -323705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -323705.843750 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -323705.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -323705.843750 Penalty: 3876.542725
	Iteration 17F: 3 clusters Score -323705.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -79221.265625 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -79221.27 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 386 members 
Entering Unmasked Estep 
Score: -77574.523438 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -77574.52 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78189.828125 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -78189.83 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -78570.000000 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -78570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78824.882812 Penalty: 3271.507080
	Iteration 3F: 3 clusters Score -78824.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79050.171875 Penalty: 3271.507080
	Iteration 4F: 3 clusters Score -79050.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -79259.539062 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -79259.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -79321.703125 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -79321.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79368.273438 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -79368.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79385.070312 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -79385.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79385.945312 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -79385.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79388.968750 Penalty: 3271.507080
	Iteration 10F: 3 clusters Score -79388.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79403.742188 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -79403.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79444.898438 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -79444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -79478.070312 Penalty: 3271.507080
	Iteration 13Q: 3 clusters Score -79478.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79518.281250 Penalty: 3271.507080
	Iteration 14Q: 3 clusters Score -79518.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79538.171875 Penalty: 3271.507080
	Iteration 15Q: 3 clusters Score -79538.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79551.351562 Penalty: 3271.507080
	Iteration 16Q: 3 clusters Score -79551.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79557.578125 Penalty: 3271.507080
	Iteration 17Q: 3 clusters Score -79557.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79562.242188 Penalty: 3271.507080
	Iteration 18Q: 3 clusters Score -79562.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79563.273438 Penalty: 3271.507080
	Iteration 19Q: 3 clusters Score -79563.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79563.273438 Penalty: 3271.507080
	Iteration 20F: 3 clusters Score -79563.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19810 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 194648 members 
Mstep: Class 5 contains 46709 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73444 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40643 members 
Mstep: Class 14 contains 38825 members 
Mstep: Class 15 contains 52155 members 
Mstep: Class 16 contains 169198 members 
Mstep: Class 17 contains 27479 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46653 members 
Mstep: Class 21 contains 52577 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193220 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 480 members 
Entering Unmasked Estep 
Score: -133240968.000000 Penalty: 96125.335938
Splitting cluster 24 changes total score from -133242512.000000 to -133240968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -31426.761719 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -31426.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30158.220703 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -30158.22 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30286.017578 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -30286.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30334.365234 Penalty: 2891.156982
	Iteration 2Q: 3 clusters Score -30334.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30364.439453 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -30364.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30381.042969 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -30381.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30433.556641 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -30433.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30518.039062 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -30518.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30564.251953 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -30564.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30602.853516 Penalty: 2891.156982
	Iteration 8Q: 3 clusters Score -30602.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30620.378906 Penalty: 2891.156982
	Iteration 9Q: 3 clusters Score -30620.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30626.726562 Penalty: 2891.156982
	Iteration 10Q: 3 clusters Score -30626.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30640.632812 Penalty: 2891.156982
	Iteration 11Q: 3 clusters Score -30640.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30640.632812 Penalty: 2891.156982
	Iteration 12F: 3 clusters Score -30640.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (193220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193220 members 
Entering Unmasked Estep 
Score: -25653718.000000 Penalty: 3018.553223
	Iteration 0F: 2 clusters Score -2.565372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 96652 members 
Entering Unmasked Estep 
Score: -25527514.000000 Penalty: 6037.106445
	Iteration 0F: 3 clusters Score -2.552751e+07 nChanged 93037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -25582662.000000 Penalty: 6037.106445
	Iteration 1F: 3 clusters Score -2.558266e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -25584360.000000 Penalty: 6037.106445
	Iteration 2Q: 3 clusters Score -2.558436e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -25586582.000000 Penalty: 6037.106445
	Iteration 3Q: 3 clusters Score -2.558658e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 108895 members 
Entering Unmasked Estep 
Score: -25590628.000000 Penalty: 6037.106445
	Iteration 4Q: 3 clusters Score -2.559063e+07 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 115399 members 
Entering Unmasked Estep 
Score: -25597020.000000 Penalty: 6037.106445
	Iteration 5F: 3 clusters Score -2.559702e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 124275 members 
Entering Unmasked Estep 
Score: -25606576.000000 Penalty: 6037.106445
	Iteration 6F: 3 clusters Score -2.560658e+07 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 134493 members 
Entering Unmasked Estep 
Score: -25619226.000000 Penalty: 6037.106445
	Iteration 7F: 3 clusters Score -2.561923e+07 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -25632548.000000 Penalty: 6037.106445
	Iteration 8F: 3 clusters Score -2.563255e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 148799 members 
Entering Unmasked Estep 
Score: -25640958.000000 Penalty: 6037.106445
	Iteration 9Q: 3 clusters Score -2.564096e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 152310 members 
Entering Unmasked Estep 
Score: -25644116.000000 Penalty: 6037.106445
	Iteration 10Q: 3 clusters Score -2.564412e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 155288 members 
Entering Unmasked Estep 
Score: -25645454.000000 Penalty: 6037.106445
	Iteration 11Q: 3 clusters Score -2.564545e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 158037 members 
Entering Unmasked Estep 
Score: -25646358.000000 Penalty: 6037.106445
	Iteration 12Q: 3 clusters Score -2.564636e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 160544 members 
Entering Unmasked Estep 
Score: -25647100.000000 Penalty: 6037.106445
	Iteration 13Q: 3 clusters Score -2.56471e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 162832 members 
Entering Unmasked Estep 
Score: -25647720.000000 Penalty: 6037.106445
	Iteration 14Q: 3 clusters Score -2.564772e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 164984 members 
Entering Unmasked Estep 
Score: -25648242.000000 Penalty: 6037.106445
	Iteration 15Q: 3 clusters Score -2.564824e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -25648772.000000 Penalty: 6037.106445
	Iteration 16Q: 3 clusters Score -2.564877e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -25649482.000000 Penalty: 6037.106445
	Iteration 17Q: 3 clusters Score -2.564948e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 171159 members 
Entering Unmasked Estep 
Score: -25649976.000000 Penalty: 6037.106445
	Iteration 18Q: 3 clusters Score -2.564998e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -25650364.000000 Penalty: 6037.106445
	Iteration 19Q: 3 clusters Score -2.565036e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 174819 members 
Entering Unmasked Estep 
Score: -25650592.000000 Penalty: 6037.106445
	Iteration 20F: 3 clusters Score -2.565059e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 176426 members 
Entering Unmasked Estep 
Score: -25650870.000000 Penalty: 6037.106445
	Iteration 21Q: 3 clusters Score -2.565087e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 177995 members 
Entering Unmasked Estep 
Score: -25651204.000000 Penalty: 6037.106445
	Iteration 22Q: 3 clusters Score -2.56512e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 179447 members 
Entering Unmasked Estep 
Score: -25651570.000000 Penalty: 6037.106445
	Iteration 23Q: 3 clusters Score -2.565157e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 180749 members 
Entering Unmasked Estep 
Score: -25651526.000000 Penalty: 6037.106445
	Iteration 24Q: 3 clusters Score -2.565153e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 181927 members 
Entering Unmasked Estep 
Score: -25651798.000000 Penalty: 6037.106445
	Iteration 25Q: 3 clusters Score -2.56518e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 182960 members 
Entering Unmasked Estep 
Score: -25651944.000000 Penalty: 6037.106445
	Iteration 26Q: 3 clusters Score -2.565194e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 183859 members 
Entering Unmasked Estep 
Score: -25652024.000000 Penalty: 6037.106445
	Iteration 27Q: 3 clusters Score -2.565202e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 184694 members 
Entering Unmasked Estep 
Score: -25652136.000000 Penalty: 6037.106445
	Iteration 28Q: 3 clusters Score -2.565214e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 185450 members 
Entering Unmasked Estep 
Score: -25652040.000000 Penalty: 6037.106445
	Iteration 29Q: 3 clusters Score -2.565204e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 186088 members 
Entering Unmasked Estep 
Score: -25652222.000000 Penalty: 6037.106445
	Iteration 30Q: 3 clusters Score -2.565222e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 186653 members 
Entering Unmasked Estep 
Score: -25652246.000000 Penalty: 6037.106445
	Iteration 31Q: 3 clusters Score -2.565225e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 187180 members 
Entering Unmasked Estep 
Score: -25652252.000000 Penalty: 6037.106445
	Iteration 32Q: 3 clusters Score -2.565225e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 187658 members 
Entering Unmasked Estep 
Score: -25652190.000000 Penalty: 6037.106445
	Iteration 33Q: 3 clusters Score -2.565219e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 188087 members 
Entering Unmasked Estep 
Score: -25652238.000000 Penalty: 6037.106445
	Iteration 34Q: 3 clusters Score -2.565224e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 188451 members 
Entering Unmasked Estep 
Score: -25652384.000000 Penalty: 6037.106445
	Iteration 35Q: 3 clusters Score -2.565238e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 188764 members 
Entering Unmasked Estep 
Score: -25652392.000000 Penalty: 6037.106445
	Iteration 36Q: 3 clusters Score -2.565239e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 189023 members 
Entering Unmasked Estep 
Score: -25652458.000000 Penalty: 6037.106445
	Iteration 37Q: 3 clusters Score -2.565246e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 189252 members 
Entering Unmasked Estep 
Score: -25652408.000000 Penalty: 6037.106445
	Iteration 38Q: 3 clusters Score -2.565241e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 189450 members 
Entering Unmasked Estep 
Score: -25652340.000000 Penalty: 6037.106445
	Iteration 39Q: 3 clusters Score -2.565234e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 189636 members 
Entering Unmasked Estep 
Score: -25652314.000000 Penalty: 6037.106445
	Iteration 40F: 3 clusters Score -2.565231e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 189789 members 
Entering Unmasked Estep 
Score: -25652260.000000 Penalty: 6037.106445
	Iteration 41Q: 3 clusters Score -2.565226e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 189930 members 
Entering Unmasked Estep 
Score: -25652326.000000 Penalty: 6037.106445
	Iteration 42Q: 3 clusters Score -2.565233e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 190054 members 
Entering Unmasked Estep 
Score: -25652302.000000 Penalty: 6037.106445
	Iteration 43Q: 3 clusters Score -2.56523e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 190152 members 
Entering Unmasked Estep 
Score: -25652268.000000 Penalty: 6037.106445
	Iteration 44Q: 3 clusters Score -2.565227e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 190222 members 
Entering Unmasked Estep 
Score: -25652264.000000 Penalty: 6037.106445
	Iteration 45Q: 3 clusters Score -2.565226e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 190273 members 
Entering Unmasked Estep 
Score: -25652240.000000 Penalty: 6037.106445
	Iteration 46Q: 3 clusters Score -2.565224e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 190325 members 
Entering Unmasked Estep 
Score: -25652214.000000 Penalty: 6037.106445
	Iteration 47Q: 3 clusters Score -2.565221e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 190365 members 
Entering Unmasked Estep 
Score: -25652190.000000 Penalty: 6037.106445
	Iteration 48Q: 3 clusters Score -2.565219e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 190410 members 
Entering Unmasked Estep 
Score: -25652198.000000 Penalty: 6037.106445
	Iteration 49Q: 3 clusters Score -2.56522e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 190455 members 
Entering Unmasked Estep 
Score: -25652178.000000 Penalty: 6037.106445
	Iteration 50Q: 3 clusters Score -2.565218e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 190493 members 
Entering Unmasked Estep 
Score: -25652172.000000 Penalty: 6037.106445
	Iteration 51Q: 3 clusters Score -2.565217e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 190520 members 
Entering Unmasked Estep 
Score: -25652160.000000 Penalty: 6037.106445
	Iteration 52Q: 3 clusters Score -2.565216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 190549 members 
Entering Unmasked Estep 
Score: -25652154.000000 Penalty: 6037.106445
	Iteration 53Q: 3 clusters Score -2.565215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 190567 members 
Entering Unmasked Estep 
Score: -25652154.000000 Penalty: 6037.106445
	Iteration 54Q: 3 clusters Score -2.565215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 190581 members 
Entering Unmasked Estep 
Score: -25652180.000000 Penalty: 6037.106445
	Iteration 55Q: 3 clusters Score -2.565218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 190598 members 
Entering Unmasked Estep 
Score: -25652200.000000 Penalty: 6037.106445
	Iteration 56Q: 3 clusters Score -2.56522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 190610 members 
Entering Unmasked Estep 
Score: -25652192.000000 Penalty: 6037.106445
	Iteration 57Q: 3 clusters Score -2.565219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 190621 members 
Entering Unmasked Estep 
Score: -25652188.000000 Penalty: 6037.106445
	Iteration 58Q: 3 clusters Score -2.565219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 190630 members 
Entering Unmasked Estep 
Score: -25652180.000000 Penalty: 6037.106445
	Iteration 59Q: 3 clusters Score -2.565218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 190645 members 
Entering Unmasked Estep 
Score: -25652152.000000 Penalty: 6037.106445
	Iteration 60F: 3 clusters Score -2.565215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 190658 members 
Entering Unmasked Estep 
Score: -25652134.000000 Penalty: 6037.106445
	Iteration 61Q: 3 clusters Score -2.565213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 190670 members 
Entering Unmasked Estep 
Score: -25652158.000000 Penalty: 6037.106445
	Iteration 62Q: 3 clusters Score -2.565216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 190682 members 
Entering Unmasked Estep 
Score: -25652160.000000 Penalty: 6037.106445
	Iteration 63Q: 3 clusters Score -2.565216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 190703 members 
Entering Unmasked Estep 
Score: -25652162.000000 Penalty: 6037.106445
	Iteration 64Q: 3 clusters Score -2.565216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 190723 members 
Entering Unmasked Estep 
Score: -25652168.000000 Penalty: 6037.106445
	Iteration 65Q: 3 clusters Score -2.565217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 190741 members 
Entering Unmasked Estep 
Score: -25652146.000000 Penalty: 6037.106445
	Iteration 66Q: 3 clusters Score -2.565215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 190759 members 
Entering Unmasked Estep 
Score: -25652124.000000 Penalty: 6037.106445
	Iteration 67Q: 3 clusters Score -2.565212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 190776 members 
Entering Unmasked Estep 
Score: -25652136.000000 Penalty: 6037.106445
	Iteration 68Q: 3 clusters Score -2.565214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 190790 members 
Entering Unmasked Estep 
Score: -25652138.000000 Penalty: 6037.106445
	Iteration 69Q: 3 clusters Score -2.565214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 190803 members 
Entering Unmasked Estep 
Score: -25652162.000000 Penalty: 6037.106445
	Iteration 70Q: 3 clusters Score -2.565216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 190820 members 
Entering Unmasked Estep 
Score: -25652160.000000 Penalty: 6037.106445
	Iteration 71Q: 3 clusters Score -2.565216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 190834 members 
Entering Unmasked Estep 
Score: -25652132.000000 Penalty: 6037.106445
	Iteration 72Q: 3 clusters Score -2.565213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 190848 members 
Entering Unmasked Estep 
Score: -25652134.000000 Penalty: 6037.106445
	Iteration 73Q: 3 clusters Score -2.565213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 190860 members 
Entering Unmasked Estep 
Score: -25652114.000000 Penalty: 6037.106445
	Iteration 74Q: 3 clusters Score -2.565211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 190864 members 
Entering Unmasked Estep 
Score: -25652112.000000 Penalty: 6037.106445
	Iteration 75Q: 3 clusters Score -2.565211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 190868 members 
Entering Unmasked Estep 
Score: -25652100.000000 Penalty: 6037.106445
	Iteration 76Q: 3 clusters Score -2.56521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 190872 members 
Entering Unmasked Estep 
Score: -25652104.000000 Penalty: 6037.106445
	Iteration 77Q: 3 clusters Score -2.56521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 190873 members 
Entering Unmasked Estep 
Score: -25652108.000000 Penalty: 6037.106445
	Iteration 78Q: 3 clusters Score -2.565211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 190873 members 
Entering Unmasked Estep 
Score: -25652108.000000 Penalty: 6037.106445
	Iteration 79F: 3 clusters Score -2.565211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69611.265625 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69611.27 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 332 members 
Entering Unmasked Estep 
Score: -68058.625000 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -68058.62 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68390.257812 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -68390.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68548.132812 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -68548.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68632.578125 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -68632.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68713.343750 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -68713.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68839.851562 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -68839.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69011.210938 Penalty: 3191.535156
	Iteration 6F: 3 clusters Score -69011.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69144.710938 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -69144.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69302.421875 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -69302.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69409.937500 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -69409.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69495.781250 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -69495.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69508.882812 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -69508.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69514.945312 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -69514.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69525.937500 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -69525.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69529.828125 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -69529.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69534.437500 Penalty: 3191.535156
	Iteration 15F: 3 clusters Score -69534.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69541.968750 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -69541.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69550.148438 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -69550.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69551.617188 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -69551.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69551.617188 Penalty: 3191.535156
	Iteration 19F: 3 clusters Score -69551.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 19810 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 194648 members 
Mstep: Class 5 contains 46709 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73444 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40643 members 
Mstep: Class 14 contains 38825 members 
Mstep: Class 15 contains 52155 members 
Mstep: Class 16 contains 169198 members 
Mstep: Class 17 contains 27479 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46653 members 
Mstep: Class 21 contains 52577 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193220 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242536.000000 Penalty: 92692.289062
Iteration 359Q: 28 clusters Score -1.332425e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 19822 members 
Mstep: Class 3 contains 22610 members 
Mstep: Class 4 contains 194648 members 
Mstep: Class 5 contains 46708 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73447 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 40640 members 
Mstep: Class 14 contains 38825 members 
Mstep: Class 15 contains 52146 members 
Mstep: Class 16 contains 169208 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46653 members 
Mstep: Class 21 contains 52577 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193204 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242608.000000 Penalty: 92692.289062
Iteration 360F: 28 clusters Score -1.332426e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19828 members 
Mstep: Class 3 contains 22612 members 
Mstep: Class 4 contains 194646 members 
Mstep: Class 5 contains 46711 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73451 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40635 members 
Mstep: Class 14 contains 38823 members 
Mstep: Class 15 contains 52138 members 
Mstep: Class 16 contains 169247 members 
Mstep: Class 17 contains 27482 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46649 members 
Mstep: Class 21 contains 52574 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193173 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242640.000000 Penalty: 92692.289062
Iteration 361Q: 28 clusters Score -1.332426e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 19837 members 
Mstep: Class 3 contains 22614 members 
Mstep: Class 4 contains 194642 members 
Mstep: Class 5 contains 46717 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73450 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40631 members 
Mstep: Class 14 contains 38813 members 
Mstep: Class 15 contains 52135 members 
Mstep: Class 16 contains 169286 members 
Mstep: Class 17 contains 27488 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 46648 members 
Mstep: Class 21 contains 52575 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193137 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242584.000000 Penalty: 92692.289062
Iteration 362Q: 28 clusters Score -1.332426e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 19846 members 
Mstep: Class 3 contains 22618 members 
Mstep: Class 4 contains 194640 members 
Mstep: Class 5 contains 46717 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73448 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40634 members 
Mstep: Class 14 contains 38796 members 
Mstep: Class 15 contains 52134 members 
Mstep: Class 16 contains 169326 members 
Mstep: Class 17 contains 27487 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 46650 members 
Mstep: Class 21 contains 52574 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193105 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242760.000000 Penalty: 92692.289062
Iteration 363Q: 28 clusters Score -1.332428e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 19850 members 
Mstep: Class 3 contains 22622 members 
Mstep: Class 4 contains 194640 members 
Mstep: Class 5 contains 46722 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73450 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40630 members 
Mstep: Class 14 contains 38789 members 
Mstep: Class 15 contains 52134 members 
Mstep: Class 16 contains 169370 members 
Mstep: Class 17 contains 27492 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 46648 members 
Mstep: Class 21 contains 52566 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193060 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242712.000000 Penalty: 92692.289062
Iteration 364Q: 28 clusters Score -1.332427e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 19850 members 
Mstep: Class 3 contains 22620 members 
Mstep: Class 4 contains 194640 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73448 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18748 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40633 members 
Mstep: Class 14 contains 38778 members 
Mstep: Class 15 contains 52135 members 
Mstep: Class 16 contains 169402 members 
Mstep: Class 17 contains 27488 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46650 members 
Mstep: Class 21 contains 52567 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193044 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242664.000000 Penalty: 92692.289062
Iteration 365Q: 28 clusters Score -1.332427e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19856 members 
Mstep: Class 3 contains 22620 members 
Mstep: Class 4 contains 194635 members 
Mstep: Class 5 contains 46722 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73444 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40638 members 
Mstep: Class 14 contains 38767 members 
Mstep: Class 15 contains 52127 members 
Mstep: Class 16 contains 169444 members 
Mstep: Class 17 contains 27493 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46655 members 
Mstep: Class 21 contains 52569 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193013 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242784.000000 Penalty: 92692.289062
Iteration 366Q: 28 clusters Score -1.332428e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 22623 members 
Mstep: Class 4 contains 194630 members 
Mstep: Class 5 contains 46719 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73446 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18746 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40641 members 
Mstep: Class 14 contains 38759 members 
Mstep: Class 15 contains 52117 members 
Mstep: Class 16 contains 169456 members 
Mstep: Class 17 contains 27496 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46657 members 
Mstep: Class 21 contains 52569 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193006 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242936.000000 Penalty: 92692.289062
Iteration 367Q: 28 clusters Score -1.332429e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19874 members 
Mstep: Class 3 contains 22626 members 
Mstep: Class 4 contains 194630 members 
Mstep: Class 5 contains 46720 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73453 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18746 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40645 members 
Mstep: Class 14 contains 38749 members 
Mstep: Class 15 contains 52106 members 
Mstep: Class 16 contains 169479 members 
Mstep: Class 17 contains 27495 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46654 members 
Mstep: Class 21 contains 52563 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192989 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242864.000000 Penalty: 92692.289062
Iteration 368Q: 28 clusters Score -1.332429e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19883 members 
Mstep: Class 3 contains 22625 members 
Mstep: Class 4 contains 194626 members 
Mstep: Class 5 contains 46727 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73460 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18744 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38752 members 
Mstep: Class 15 contains 52097 members 
Mstep: Class 16 contains 169481 members 
Mstep: Class 17 contains 27493 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46655 members 
Mstep: Class 21 contains 52557 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192979 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242888.000000 Penalty: 92692.289062
Iteration 369Q: 28 clusters Score -1.332429e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 19891 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 194626 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73474 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18745 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40652 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 52090 members 
Mstep: Class 16 contains 169500 members 
Mstep: Class 17 contains 27489 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46655 members 
Mstep: Class 21 contains 52552 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192952 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243008.000000 Penalty: 92692.289062
Iteration 370Q: 28 clusters Score -1.33243e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 19900 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 194626 members 
Mstep: Class 5 contains 46735 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73481 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18742 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40654 members 
Mstep: Class 14 contains 38740 members 
Mstep: Class 15 contains 52079 members 
Mstep: Class 16 contains 169523 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46654 members 
Mstep: Class 21 contains 52551 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192935 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242880.000000 Penalty: 92692.289062
Iteration 371Q: 28 clusters Score -1.332429e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 19907 members 
Mstep: Class 3 contains 22625 members 
Mstep: Class 4 contains 194630 members 
Mstep: Class 5 contains 46738 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73474 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18737 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40651 members 
Mstep: Class 14 contains 38740 members 
Mstep: Class 15 contains 52067 members 
Mstep: Class 16 contains 169554 members 
Mstep: Class 17 contains 27488 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46657 members 
Mstep: Class 21 contains 52545 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192914 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242992.000000 Penalty: 92692.289062
Iteration 372Q: 28 clusters Score -1.33243e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 19919 members 
Mstep: Class 3 contains 22629 members 
Mstep: Class 4 contains 194627 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73470 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18733 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38742 members 
Mstep: Class 15 contains 52059 members 
Mstep: Class 16 contains 169559 members 
Mstep: Class 17 contains 27489 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46657 members 
Mstep: Class 21 contains 52541 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2482 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192918 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243040.000000 Penalty: 92692.289062
Iteration 373Q: 28 clusters Score -1.33243e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19929 members 
Mstep: Class 3 contains 22630 members 
Mstep: Class 4 contains 194625 members 
Mstep: Class 5 contains 46736 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73464 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18721 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38741 members 
Mstep: Class 15 contains 52058 members 
Mstep: Class 16 contains 169549 members 
Mstep: Class 17 contains 27490 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46659 members 
Mstep: Class 21 contains 52541 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192933 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133243032.000000 Penalty: 92692.289062
Iteration 374Q: 28 clusters Score -1.33243e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19939 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 194623 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73455 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18716 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40648 members 
Mstep: Class 14 contains 38743 members 
Mstep: Class 15 contains 52050 members 
Mstep: Class 16 contains 169547 members 
Mstep: Class 17 contains 27487 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46662 members 
Mstep: Class 21 contains 52542 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192947 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242968.000000 Penalty: 92692.289062
Iteration 375Q: 28 clusters Score -1.33243e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19945 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 194623 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73447 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18714 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38737 members 
Mstep: Class 15 contains 52042 members 
Mstep: Class 16 contains 169536 members 
Mstep: Class 17 contains 27489 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46670 members 
Mstep: Class 21 contains 52544 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192962 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242832.000000 Penalty: 92692.289062
Iteration 376Q: 28 clusters Score -1.332428e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19953 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 194622 members 
Mstep: Class 5 contains 46732 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73446 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18707 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38731 members 
Mstep: Class 15 contains 52039 members 
Mstep: Class 16 contains 169538 members 
Mstep: Class 17 contains 27488 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46667 members 
Mstep: Class 21 contains 52543 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192976 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242824.000000 Penalty: 92692.289062
Iteration 377Q: 28 clusters Score -1.332428e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 19959 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 194623 members 
Mstep: Class 5 contains 46728 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73443 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18702 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 40647 members 
Mstep: Class 14 contains 38728 members 
Mstep: Class 15 contains 52032 members 
Mstep: Class 16 contains 169534 members 
Mstep: Class 17 contains 27488 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46664 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192992 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242880.000000 Penalty: 92692.289062
Iteration 378Q: 28 clusters Score -1.332429e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 19967 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 194618 members 
Mstep: Class 5 contains 46731 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73443 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18698 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40646 members 
Mstep: Class 14 contains 38721 members 
Mstep: Class 15 contains 52030 members 
Mstep: Class 16 contains 169531 members 
Mstep: Class 17 contains 27488 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46665 members 
Mstep: Class 21 contains 52554 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 192998 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242872.000000 Penalty: 92692.289062
Iteration 379Q: 28 clusters Score -1.332429e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 19972 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 194618 members 
Mstep: Class 5 contains 46732 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73440 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18695 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40645 members 
Mstep: Class 14 contains 38718 members 
Mstep: Class 15 contains 52030 members 
Mstep: Class 16 contains 169520 members 
Mstep: Class 17 contains 27490 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 46668 members 
Mstep: Class 21 contains 52557 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193007 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242704.000000 Penalty: 92692.289062
Iteration 380F: 28 clusters Score -1.332427e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19979 members 
Mstep: Class 3 contains 22634 members 
Mstep: Class 4 contains 194616 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73436 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18695 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40643 members 
Mstep: Class 14 contains 38715 members 
Mstep: Class 15 contains 52031 members 
Mstep: Class 16 contains 169498 members 
Mstep: Class 17 contains 27490 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46671 members 
Mstep: Class 21 contains 52557 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193025 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242712.000000 Penalty: 92692.289062
Iteration 381Q: 28 clusters Score -1.332427e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19982 members 
Mstep: Class 3 contains 22638 members 
Mstep: Class 4 contains 194613 members 
Mstep: Class 5 contains 46731 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73437 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18695 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40645 members 
Mstep: Class 14 contains 38706 members 
Mstep: Class 15 contains 52029 members 
Mstep: Class 16 contains 169487 members 
Mstep: Class 17 contains 27491 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46666 members 
Mstep: Class 21 contains 52555 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193048 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242792.000000 Penalty: 92692.289062
Iteration 382Q: 28 clusters Score -1.332428e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19988 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 194611 members 
Mstep: Class 5 contains 46728 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73432 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18694 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40644 members 
Mstep: Class 14 contains 38705 members 
Mstep: Class 15 contains 52030 members 
Mstep: Class 16 contains 169467 members 
Mstep: Class 17 contains 27491 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46667 members 
Mstep: Class 21 contains 52556 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193069 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242776.000000 Penalty: 92692.289062
Iteration 383Q: 28 clusters Score -1.332428e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19992 members 
Mstep: Class 3 contains 22644 members 
Mstep: Class 4 contains 194609 members 
Mstep: Class 5 contains 46728 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73426 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18695 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40641 members 
Mstep: Class 14 contains 38704 members 
Mstep: Class 15 contains 52025 members 
Mstep: Class 16 contains 169451 members 
Mstep: Class 17 contains 27491 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46672 members 
Mstep: Class 21 contains 52557 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193088 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242832.000000 Penalty: 92692.289062
Iteration 384Q: 28 clusters Score -1.332428e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 19997 members 
Mstep: Class 3 contains 22645 members 
Mstep: Class 4 contains 194609 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73429 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18695 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40639 members 
Mstep: Class 14 contains 38700 members 
Mstep: Class 15 contains 52019 members 
Mstep: Class 16 contains 169440 members 
Mstep: Class 17 contains 27490 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46674 members 
Mstep: Class 21 contains 52554 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193103 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242832.000000 Penalty: 92692.289062
Iteration 385Q: 28 clusters Score -1.332428e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 19999 members 
Mstep: Class 3 contains 22645 members 
Mstep: Class 4 contains 194608 members 
Mstep: Class 5 contains 46728 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73438 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18693 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40641 members 
Mstep: Class 14 contains 38698 members 
Mstep: Class 15 contains 52018 members 
Mstep: Class 16 contains 169423 members 
Mstep: Class 17 contains 27492 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52554 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193110 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242880.000000 Penalty: 92692.289062
Iteration 386Q: 28 clusters Score -1.332429e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20001 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194607 members 
Mstep: Class 5 contains 46727 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73451 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18691 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40641 members 
Mstep: Class 14 contains 38696 members 
Mstep: Class 15 contains 52016 members 
Mstep: Class 16 contains 169413 members 
Mstep: Class 17 contains 27491 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46678 members 
Mstep: Class 21 contains 52555 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193111 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242856.000000 Penalty: 92692.289062
Iteration 387Q: 28 clusters Score -1.332429e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20003 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194606 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73458 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18690 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 38696 members 
Mstep: Class 15 contains 52014 members 
Mstep: Class 16 contains 169405 members 
Mstep: Class 17 contains 27489 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52555 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193113 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242928.000000 Penalty: 92692.289062
Iteration 388Q: 28 clusters Score -1.332429e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20005 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194606 members 
Mstep: Class 5 contains 46727 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73454 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18690 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40646 members 
Mstep: Class 14 contains 38694 members 
Mstep: Class 15 contains 52010 members 
Mstep: Class 16 contains 169407 members 
Mstep: Class 17 contains 27485 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46681 members 
Mstep: Class 21 contains 52553 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193120 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242976.000000 Penalty: 92692.289062
Iteration 389Q: 28 clusters Score -1.33243e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20007 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46729 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73455 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18690 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40647 members 
Mstep: Class 14 contains 38694 members 
Mstep: Class 15 contains 52009 members 
Mstep: Class 16 contains 169399 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52556 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193124 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242968.000000 Penalty: 92692.289062
Iteration 390Q: 28 clusters Score -1.33243e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20007 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194603 members 
Mstep: Class 5 contains 46729 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73456 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18690 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38695 members 
Mstep: Class 15 contains 52009 members 
Mstep: Class 16 contains 169404 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46683 members 
Mstep: Class 21 contains 52556 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193115 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242880.000000 Penalty: 92692.289062
Iteration 391Q: 28 clusters Score -1.332429e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20008 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194603 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73457 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18689 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38693 members 
Mstep: Class 15 contains 52009 members 
Mstep: Class 16 contains 169397 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46685 members 
Mstep: Class 21 contains 52555 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193125 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242888.000000 Penalty: 92692.289062
Iteration 392Q: 28 clusters Score -1.332429e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20011 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194603 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73461 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18689 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38688 members 
Mstep: Class 15 contains 52009 members 
Mstep: Class 16 contains 169390 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46686 members 
Mstep: Class 21 contains 52553 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193130 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242984.000000 Penalty: 92692.289062
Iteration 393Q: 28 clusters Score -1.33243e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20015 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194603 members 
Mstep: Class 5 contains 46721 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73464 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18688 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38685 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 169381 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46685 members 
Mstep: Class 21 contains 52553 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193144 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242952.000000 Penalty: 92692.289062
Iteration 394Q: 28 clusters Score -1.33243e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20021 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194603 members 
Mstep: Class 5 contains 46717 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73465 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18688 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38683 members 
Mstep: Class 15 contains 52005 members 
Mstep: Class 16 contains 169358 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46689 members 
Mstep: Class 21 contains 52553 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193164 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242896.000000 Penalty: 92692.289062
Iteration 395Q: 28 clusters Score -1.332429e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20023 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46718 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73469 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18684 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38680 members 
Mstep: Class 15 contains 52005 members 
Mstep: Class 16 contains 169347 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46689 members 
Mstep: Class 21 contains 52551 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193176 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242904.000000 Penalty: 92692.289062
Iteration 396Q: 28 clusters Score -1.332429e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20027 members 
Mstep: Class 3 contains 22645 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46718 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73469 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18681 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38677 members 
Mstep: Class 15 contains 52005 members 
Mstep: Class 16 contains 169336 members 
Mstep: Class 17 contains 27482 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46687 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193195 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242800.000000 Penalty: 92692.289062
Iteration 397Q: 28 clusters Score -1.332428e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22645 members 
Mstep: Class 4 contains 194606 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73474 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18677 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38675 members 
Mstep: Class 15 contains 52006 members 
Mstep: Class 16 contains 169327 members 
Mstep: Class 17 contains 27478 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46681 members 
Mstep: Class 21 contains 52550 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193208 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242816.000000 Penalty: 92692.289062
Iteration 398Q: 28 clusters Score -1.332428e+08 nChanged 52
Entering ConstructFrom: 
Score: -133242816.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Entering Unmasked Estep 
Score: -596564.687500 Penalty: 2098.129395
	Iteration 0F: 2 clusters Score -596564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -592219.250000 Penalty: 4196.258789
	Iteration 0F: 3 clusters Score -592219.2 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -593356.750000 Penalty: 4196.258789
	Iteration 1F: 3 clusters Score -593356.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -593725.687500 Penalty: 4196.258789
	Iteration 2F: 3 clusters Score -593725.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -594167.437500 Penalty: 4196.258789
	Iteration 3F: 3 clusters Score -594167.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -594898.187500 Penalty: 4196.258789
	Iteration 4F: 3 clusters Score -594898.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -595718.062500 Penalty: 4196.258789
	Iteration 5F: 3 clusters Score -595718.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -596166.250000 Penalty: 4196.258789
	Iteration 6F: 3 clusters Score -596166.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -596387.062500 Penalty: 4196.258789
	Iteration 7Q: 3 clusters Score -596387.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -596522.062500 Penalty: 4196.258789
	Iteration 8Q: 3 clusters Score -596522.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -596667.625000 Penalty: 4196.258789
	Iteration 9Q: 3 clusters Score -596667.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -596802.000000 Penalty: 4196.258789
	Iteration 10Q: 3 clusters Score -596802 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -596897.812500 Penalty: 4196.258789
	Iteration 11Q: 3 clusters Score -596897.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -596978.875000 Penalty: 4196.258789
	Iteration 12Q: 3 clusters Score -596978.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -597047.562500 Penalty: 4196.258789
	Iteration 13Q: 3 clusters Score -597047.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -597097.562500 Penalty: 4196.258789
	Iteration 14Q: 3 clusters Score -597097.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -597154.437500 Penalty: 4196.258789
	Iteration 15Q: 3 clusters Score -597154.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -597193.750000 Penalty: 4196.258789
	Iteration 16Q: 3 clusters Score -597193.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -597214.187500 Penalty: 4196.258789
	Iteration 17Q: 3 clusters Score -597214.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -597239.937500 Penalty: 4196.258789
	Iteration 18Q: 3 clusters Score -597239.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -597251.062500 Penalty: 4196.258789
	Iteration 19Q: 3 clusters Score -597251.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -597261.937500 Penalty: 4196.258789
	Iteration 20F: 3 clusters Score -597261.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -597274.437500 Penalty: 4196.258789
	Iteration 21Q: 3 clusters Score -597274.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -597283.375000 Penalty: 4196.258789
	Iteration 22Q: 3 clusters Score -597283.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -597290.187500 Penalty: 4196.258789
	Iteration 23Q: 3 clusters Score -597290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -597295.625000 Penalty: 4196.258789
	Iteration 24Q: 3 clusters Score -597295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -597299.062500 Penalty: 4196.258789
	Iteration 25Q: 3 clusters Score -597299.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -597300.750000 Penalty: 4196.258789
	Iteration 26Q: 3 clusters Score -597300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -597303.625000 Penalty: 4196.258789
	Iteration 27Q: 3 clusters Score -597303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -597306.437500 Penalty: 4196.258789
	Iteration 28Q: 3 clusters Score -597306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -597311.250000 Penalty: 4196.258789
	Iteration 29Q: 3 clusters Score -597311.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -597318.375000 Penalty: 4196.258789
	Iteration 30Q: 3 clusters Score -597318.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -597328.250000 Penalty: 4196.258789
	Iteration 31Q: 3 clusters Score -597328.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -597344.875000 Penalty: 4196.258789
	Iteration 32Q: 3 clusters Score -597344.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -597385.000000 Penalty: 4196.258789
	Iteration 33Q: 3 clusters Score -597385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -597438.687500 Penalty: 4196.258789
	Iteration 34Q: 3 clusters Score -597438.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -597530.750000 Penalty: 4196.258789
	Iteration 35Q: 3 clusters Score -597530.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -597574.375000 Penalty: 4196.258789
	Iteration 36Q: 3 clusters Score -597574.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -597578.000000 Penalty: 4196.258789
	Iteration 37Q: 3 clusters Score -597578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -597580.875000 Penalty: 4196.258789
	Iteration 38Q: 3 clusters Score -597580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -597581.812500 Penalty: 4196.258789
	Iteration 39Q: 3 clusters Score -597581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -597581.812500 Penalty: 4196.258789
	Iteration 40F: 3 clusters Score -597581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73473 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18674 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38674 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 169319 members 
Mstep: Class 17 contains 27475 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52551 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193228 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 1215 members 
Entering Unmasked Estep 
Score: -133242384.000000 Penalty: 96125.335938
Splitting cluster 1 changes total score from -133242816.000000 to -133242384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (20032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Entering Unmasked Estep 
Score: -2700957.500000 Penalty: 2456.461426
	Iteration 0F: 2 clusters Score -2700958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2686786.000000 Penalty: 4912.922852
	Iteration 0F: 3 clusters Score -2686786 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2691503.750000 Penalty: 4912.922852
	Iteration 1F: 3 clusters Score -2691504 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2691824.250000 Penalty: 4912.922852
	Iteration 2Q: 3 clusters Score -2691824 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2692063.500000 Penalty: 4912.922852
	Iteration 3Q: 3 clusters Score -2692064 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2692306.750000 Penalty: 4912.922852
	Iteration 4Q: 3 clusters Score -2692307 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2692564.250000 Penalty: 4912.922852
	Iteration 5Q: 3 clusters Score -2692564 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2692882.750000 Penalty: 4912.922852
	Iteration 6Q: 3 clusters Score -2692883 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2693272.250000 Penalty: 4912.922852
	Iteration 7Q: 3 clusters Score -2693272 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2693760.250000 Penalty: 4912.922852
	Iteration 8Q: 3 clusters Score -2693760 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2694380.750000 Penalty: 4912.922852
	Iteration 9F: 3 clusters Score -2694381 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2695140.000000 Penalty: 4912.922852
	Iteration 10F: 3 clusters Score -2695140 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2696034.000000 Penalty: 4912.922852
	Iteration 11F: 3 clusters Score -2696034 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2696836.500000 Penalty: 4912.922852
	Iteration 12F: 3 clusters Score -2696836 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2697440.750000 Penalty: 4912.922852
	Iteration 13Q: 3 clusters Score -2697441 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2697900.500000 Penalty: 4912.922852
	Iteration 14Q: 3 clusters Score -2697900 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2698251.500000 Penalty: 4912.922852
	Iteration 15Q: 3 clusters Score -2698252 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2698518.250000 Penalty: 4912.922852
	Iteration 16Q: 3 clusters Score -2698518 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2698742.250000 Penalty: 4912.922852
	Iteration 17Q: 3 clusters Score -2698742 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2698941.750000 Penalty: 4912.922852
	Iteration 18Q: 3 clusters Score -2698942 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2699088.250000 Penalty: 4912.922852
	Iteration 19Q: 3 clusters Score -2699088 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2699204.500000 Penalty: 4912.922852
	Iteration 20F: 3 clusters Score -2699204 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2699294.250000 Penalty: 4912.922852
	Iteration 21Q: 3 clusters Score -2699294 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2699377.250000 Penalty: 4912.922852
	Iteration 22Q: 3 clusters Score -2699377 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2699439.750000 Penalty: 4912.922852
	Iteration 23Q: 3 clusters Score -2699440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2699490.750000 Penalty: 4912.922852
	Iteration 24Q: 3 clusters Score -2699491 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2699545.500000 Penalty: 4912.922852
	Iteration 25Q: 3 clusters Score -2699546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2699580.750000 Penalty: 4912.922852
	Iteration 26Q: 3 clusters Score -2699581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2699622.250000 Penalty: 4912.922852
	Iteration 27Q: 3 clusters Score -2699622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2699658.250000 Penalty: 4912.922852
	Iteration 28Q: 3 clusters Score -2699658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2699688.750000 Penalty: 4912.922852
	Iteration 29Q: 3 clusters Score -2699689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2699699.250000 Penalty: 4912.922852
	Iteration 30Q: 3 clusters Score -2699699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2699714.250000 Penalty: 4912.922852
	Iteration 31Q: 3 clusters Score -2699714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2699727.750000 Penalty: 4912.922852
	Iteration 32Q: 3 clusters Score -2699728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2699726.750000 Penalty: 4912.922852
	Iteration 33Q: 3 clusters Score -2699727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2699744.000000 Penalty: 4912.922852
	Iteration 34Q: 3 clusters Score -2699744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2699749.000000 Penalty: 4912.922852
	Iteration 35Q: 3 clusters Score -2699749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2699758.500000 Penalty: 4912.922852
	Iteration 36Q: 3 clusters Score -2699758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2699766.000000 Penalty: 4912.922852
	Iteration 37Q: 3 clusters Score -2699766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2699772.750000 Penalty: 4912.922852
	Iteration 38Q: 3 clusters Score -2699773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2699769.250000 Penalty: 4912.922852
	Iteration 39Q: 3 clusters Score -2699769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2699773.000000 Penalty: 4912.922852
	Iteration 40F: 3 clusters Score -2699773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2699773.750000 Penalty: 4912.922852
	Iteration 41Q: 3 clusters Score -2699774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2699775.250000 Penalty: 4912.922852
	Iteration 42Q: 3 clusters Score -2699775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2699775.500000 Penalty: 4912.922852
	Iteration 43Q: 3 clusters Score -2699776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2699776.250000 Penalty: 4912.922852
	Iteration 44Q: 3 clusters Score -2699776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2699776.500000 Penalty: 4912.922852
	Iteration 45Q: 3 clusters Score -2699776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2699778.250000 Penalty: 4912.922852
	Iteration 46Q: 3 clusters Score -2699778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2699777.250000 Penalty: 4912.922852
	Iteration 47Q: 3 clusters Score -2699777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2699781.500000 Penalty: 4912.922852
	Iteration 48Q: 3 clusters Score -2699782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2699778.000000 Penalty: 4912.922852
	Iteration 49Q: 3 clusters Score -2699778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2699779.500000 Penalty: 4912.922852
	Iteration 50Q: 3 clusters Score -2699780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2699784.250000 Penalty: 4912.922852
	Iteration 51Q: 3 clusters Score -2699784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2699784.250000 Penalty: 4912.922852
	Iteration 52F: 3 clusters Score -2699784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Entering Unmasked Estep 
Score: -2824621.500000 Penalty: 2486.879150
	Iteration 0F: 2 clusters Score -2824622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2808794.000000 Penalty: 4973.758301
	Iteration 0F: 3 clusters Score -2808794 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2814105.750000 Penalty: 4973.758301
	Iteration 1F: 3 clusters Score -2814106 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2814492.250000 Penalty: 4973.758301
	Iteration 2F: 3 clusters Score -2814492 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2814820.750000 Penalty: 4973.758301
	Iteration 3Q: 3 clusters Score -2814821 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2815168.250000 Penalty: 4973.758301
	Iteration 4Q: 3 clusters Score -2815168 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2815555.500000 Penalty: 4973.758301
	Iteration 5Q: 3 clusters Score -2815556 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2816052.000000 Penalty: 4973.758301
	Iteration 6Q: 3 clusters Score -2816052 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2816670.500000 Penalty: 4973.758301
	Iteration 7Q: 3 clusters Score -2816670 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2817493.250000 Penalty: 4973.758301
	Iteration 8F: 3 clusters Score -2817493 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2818392.250000 Penalty: 4973.758301
	Iteration 9F: 3 clusters Score -2818392 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2819358.000000 Penalty: 4973.758301
	Iteration 10F: 3 clusters Score -2819358 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2820319.250000 Penalty: 4973.758301
	Iteration 11F: 3 clusters Score -2820319 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2821084.500000 Penalty: 4973.758301
	Iteration 12Q: 3 clusters Score -2821084 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2821573.000000 Penalty: 4973.758301
	Iteration 13Q: 3 clusters Score -2821573 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2821915.750000 Penalty: 4973.758301
	Iteration 14Q: 3 clusters Score -2821916 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2822112.000000 Penalty: 4973.758301
	Iteration 15Q: 3 clusters Score -2822112 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2822264.000000 Penalty: 4973.758301
	Iteration 16Q: 3 clusters Score -2822264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2822329.250000 Penalty: 4973.758301
	Iteration 17Q: 3 clusters Score -2822329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2822369.500000 Penalty: 4973.758301
	Iteration 18Q: 3 clusters Score -2822370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2822381.250000 Penalty: 4973.758301
	Iteration 19Q: 3 clusters Score -2822381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2822402.000000 Penalty: 4973.758301
	Iteration 20F: 3 clusters Score -2822402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2822418.250000 Penalty: 4973.758301
	Iteration 21Q: 3 clusters Score -2822418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2822434.000000 Penalty: 4973.758301
	Iteration 22Q: 3 clusters Score -2822434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2822466.250000 Penalty: 4973.758301
	Iteration 23Q: 3 clusters Score -2822466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2822465.750000 Penalty: 4973.758301
	Iteration 24Q: 3 clusters Score -2822466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2822472.250000 Penalty: 4973.758301
	Iteration 25Q: 3 clusters Score -2822472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2822479.250000 Penalty: 4973.758301
	Iteration 26Q: 3 clusters Score -2822479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2822481.250000 Penalty: 4973.758301
	Iteration 27Q: 3 clusters Score -2822481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2822483.250000 Penalty: 4973.758301
	Iteration 28Q: 3 clusters Score -2822483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2822484.000000 Penalty: 4973.758301
	Iteration 29Q: 3 clusters Score -2822484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2822492.500000 Penalty: 4973.758301
	Iteration 30Q: 3 clusters Score -2822492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2822495.500000 Penalty: 4973.758301
	Iteration 31Q: 3 clusters Score -2822496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2822496.000000 Penalty: 4973.758301
	Iteration 32Q: 3 clusters Score -2822496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2822498.500000 Penalty: 4973.758301
	Iteration 33Q: 3 clusters Score -2822498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2822504.000000 Penalty: 4973.758301
	Iteration 34Q: 3 clusters Score -2822504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2822510.750000 Penalty: 4973.758301
	Iteration 35Q: 3 clusters Score -2822511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2822515.750000 Penalty: 4973.758301
	Iteration 36Q: 3 clusters Score -2822516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2822516.000000 Penalty: 4973.758301
	Iteration 37Q: 3 clusters Score -2822516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2822516.250000 Penalty: 4973.758301
	Iteration 38Q: 3 clusters Score -2822516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2822516.250000 Penalty: 4973.758301
	Iteration 39F: 3 clusters Score -2822516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194605 members 
Entering Unmasked Estep 
Score: -25727834.000000 Penalty: 3020.324219
	Iteration 0F: 2 clusters Score -2.572783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -25619438.000000 Penalty: 6040.648438
	Iteration 0F: 3 clusters Score -2.561944e+07 nChanged 93611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -25674182.000000 Penalty: 6040.648438
	Iteration 1F: 3 clusters Score -2.567418e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -25675370.000000 Penalty: 6040.648438
	Iteration 2Q: 3 clusters Score -2.567537e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -25677164.000000 Penalty: 6040.648438
	Iteration 3Q: 3 clusters Score -2.567716e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 119550 members 
Entering Unmasked Estep 
Score: -25680522.000000 Penalty: 6040.648438
	Iteration 4Q: 3 clusters Score -2.568052e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 129776 members 
Entering Unmasked Estep 
Score: -25686418.000000 Penalty: 6040.648438
	Iteration 5F: 3 clusters Score -2.568642e+07 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 142413 members 
Entering Unmasked Estep 
Score: -25695086.000000 Penalty: 6040.648438
	Iteration 6F: 3 clusters Score -2.569509e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -25705198.000000 Penalty: 6040.648438
	Iteration 7F: 3 clusters Score -2.57052e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 164297 members 
Entering Unmasked Estep 
Score: -25713406.000000 Penalty: 6040.648438
	Iteration 8F: 3 clusters Score -2.571341e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 170557 members 
Entering Unmasked Estep 
Score: -25718078.000000 Penalty: 6040.648438
	Iteration 9Q: 3 clusters Score -2.571808e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 174248 members 
Entering Unmasked Estep 
Score: -25720546.000000 Penalty: 6040.648438
	Iteration 10Q: 3 clusters Score -2.572055e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 176743 members 
Entering Unmasked Estep 
Score: -25721852.000000 Penalty: 6040.648438
	Iteration 11Q: 3 clusters Score -2.572185e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 178688 members 
Entering Unmasked Estep 
Score: -25722488.000000 Penalty: 6040.648438
	Iteration 12Q: 3 clusters Score -2.572249e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 180360 members 
Entering Unmasked Estep 
Score: -25722994.000000 Penalty: 6040.648438
	Iteration 13Q: 3 clusters Score -2.572299e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 181788 members 
Entering Unmasked Estep 
Score: -25723094.000000 Penalty: 6040.648438
	Iteration 14Q: 3 clusters Score -2.572309e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 183121 members 
Entering Unmasked Estep 
Score: -25723274.000000 Penalty: 6040.648438
	Iteration 15Q: 3 clusters Score -2.572327e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 184401 members 
Entering Unmasked Estep 
Score: -25723596.000000 Penalty: 6040.648438
	Iteration 16Q: 3 clusters Score -2.57236e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 185549 members 
Entering Unmasked Estep 
Score: -25723778.000000 Penalty: 6040.648438
	Iteration 17Q: 3 clusters Score -2.572378e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 186617 members 
Entering Unmasked Estep 
Score: -25723944.000000 Penalty: 6040.648438
	Iteration 18Q: 3 clusters Score -2.572394e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 187560 members 
Entering Unmasked Estep 
Score: -25724050.000000 Penalty: 6040.648438
	Iteration 19Q: 3 clusters Score -2.572405e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 188442 members 
Entering Unmasked Estep 
Score: -25724152.000000 Penalty: 6040.648438
	Iteration 20F: 3 clusters Score -2.572415e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 189196 members 
Entering Unmasked Estep 
Score: -25724294.000000 Penalty: 6040.648438
	Iteration 21Q: 3 clusters Score -2.572429e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 189841 members 
Entering Unmasked Estep 
Score: -25724410.000000 Penalty: 6040.648438
	Iteration 22Q: 3 clusters Score -2.572441e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 190412 members 
Entering Unmasked Estep 
Score: -25724400.000000 Penalty: 6040.648438
	Iteration 23Q: 3 clusters Score -2.57244e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 190964 members 
Entering Unmasked Estep 
Score: -25724530.000000 Penalty: 6040.648438
	Iteration 24Q: 3 clusters Score -2.572453e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 191437 members 
Entering Unmasked Estep 
Score: -25724636.000000 Penalty: 6040.648438
	Iteration 25Q: 3 clusters Score -2.572464e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 191841 members 
Entering Unmasked Estep 
Score: -25724674.000000 Penalty: 6040.648438
	Iteration 26Q: 3 clusters Score -2.572467e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 192196 members 
Entering Unmasked Estep 
Score: -25724754.000000 Penalty: 6040.648438
	Iteration 27Q: 3 clusters Score -2.572475e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 192483 members 
Entering Unmasked Estep 
Score: -25724796.000000 Penalty: 6040.648438
	Iteration 28Q: 3 clusters Score -2.57248e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 192766 members 
Entering Unmasked Estep 
Score: -25724846.000000 Penalty: 6040.648438
	Iteration 29Q: 3 clusters Score -2.572485e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 193001 members 
Entering Unmasked Estep 
Score: -25724906.000000 Penalty: 6040.648438
	Iteration 30Q: 3 clusters Score -2.572491e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 193194 members 
Entering Unmasked Estep 
Score: -25724984.000000 Penalty: 6040.648438
	Iteration 31Q: 3 clusters Score -2.572498e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 193373 members 
Entering Unmasked Estep 
Score: -25725040.000000 Penalty: 6040.648438
	Iteration 32Q: 3 clusters Score -2.572504e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 193512 members 
Entering Unmasked Estep 
Score: -25725056.000000 Penalty: 6040.648438
	Iteration 33Q: 3 clusters Score -2.572506e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 193601 members 
Entering Unmasked Estep 
Score: -25725082.000000 Penalty: 6040.648438
	Iteration 34Q: 3 clusters Score -2.572508e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 193675 members 
Entering Unmasked Estep 
Score: -25725092.000000 Penalty: 6040.648438
	Iteration 35Q: 3 clusters Score -2.572509e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 193740 members 
Entering Unmasked Estep 
Score: -25725134.000000 Penalty: 6040.648438
	Iteration 36Q: 3 clusters Score -2.572513e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 193789 members 
Entering Unmasked Estep 
Score: -25725176.000000 Penalty: 6040.648438
	Iteration 37Q: 3 clusters Score -2.572518e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 193824 members 
Entering Unmasked Estep 
Score: -25725182.000000 Penalty: 6040.648438
	Iteration 38Q: 3 clusters Score -2.572518e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 193855 members 
Entering Unmasked Estep 
Score: -25725226.000000 Penalty: 6040.648438
	Iteration 39Q: 3 clusters Score -2.572523e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 193885 members 
Entering Unmasked Estep 
Score: -25725212.000000 Penalty: 6040.648438
	Iteration 40F: 3 clusters Score -2.572521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 193900 members 
Entering Unmasked Estep 
Score: -25725240.000000 Penalty: 6040.648438
	Iteration 41Q: 3 clusters Score -2.572524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 193923 members 
Entering Unmasked Estep 
Score: -25725250.000000 Penalty: 6040.648438
	Iteration 42Q: 3 clusters Score -2.572525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 193939 members 
Entering Unmasked Estep 
Score: -25725242.000000 Penalty: 6040.648438
	Iteration 43Q: 3 clusters Score -2.572524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 193951 members 
Entering Unmasked Estep 
Score: -25725256.000000 Penalty: 6040.648438
	Iteration 44Q: 3 clusters Score -2.572526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 193958 members 
Entering Unmasked Estep 
Score: -25725256.000000 Penalty: 6040.648438
	Iteration 45Q: 3 clusters Score -2.572526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 193967 members 
Entering Unmasked Estep 
Score: -25725258.000000 Penalty: 6040.648438
	Iteration 46Q: 3 clusters Score -2.572526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 193973 members 
Entering Unmasked Estep 
Score: -25725270.000000 Penalty: 6040.648438
	Iteration 47Q: 3 clusters Score -2.572527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 193980 members 
Entering Unmasked Estep 
Score: -25725292.000000 Penalty: 6040.648438
	Iteration 48Q: 3 clusters Score -2.572529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 193997 members 
Entering Unmasked Estep 
Score: -25725306.000000 Penalty: 6040.648438
	Iteration 49Q: 3 clusters Score -2.572531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 194008 members 
Entering Unmasked Estep 
Score: -25725316.000000 Penalty: 6040.648438
	Iteration 50Q: 3 clusters Score -2.572532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 194011 members 
Entering Unmasked Estep 
Score: -25725324.000000 Penalty: 6040.648438
	Iteration 51Q: 3 clusters Score -2.572532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 194014 members 
Entering Unmasked Estep 
Score: -25725316.000000 Penalty: 6040.648438
	Iteration 52Q: 3 clusters Score -2.572532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 194021 members 
Entering Unmasked Estep 
Score: -25725316.000000 Penalty: 6040.648438
	Iteration 53Q: 3 clusters Score -2.572532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 194025 members 
Entering Unmasked Estep 
Score: -25725336.000000 Penalty: 6040.648438
	Iteration 54Q: 3 clusters Score -2.572534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 194028 members 
Entering Unmasked Estep 
Score: -25725338.000000 Penalty: 6040.648438
	Iteration 55Q: 3 clusters Score -2.572534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 194029 members 
Entering Unmasked Estep 
Score: -25725346.000000 Penalty: 6040.648438
	Iteration 56Q: 3 clusters Score -2.572535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 194029 members 
Entering Unmasked Estep 
Score: -25725346.000000 Penalty: 6040.648438
	Iteration 57F: 3 clusters Score -2.572535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Entering Unmasked Estep 
Score: -6226056.000000 Penalty: 2666.446289
	Iteration 0F: 2 clusters Score -6226056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -6194588.500000 Penalty: 5332.892578
	Iteration 0F: 3 clusters Score -6194588 nChanged 21626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -6206611.500000 Penalty: 5332.892578
	Iteration 1F: 3 clusters Score -6206612 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -6207212.000000 Penalty: 5332.892578
	Iteration 2Q: 3 clusters Score -6207212 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -6207829.500000 Penalty: 5332.892578
	Iteration 3Q: 3 clusters Score -6207830 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -6208611.000000 Penalty: 5332.892578
	Iteration 4Q: 3 clusters Score -6208611 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -6209749.000000 Penalty: 5332.892578
	Iteration 5Q: 3 clusters Score -6209749 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -6211391.000000 Penalty: 5332.892578
	Iteration 6F: 3 clusters Score -6211391 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -6213894.000000 Penalty: 5332.892578
	Iteration 7F: 3 clusters Score -6213894 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -6216900.500000 Penalty: 5332.892578
	Iteration 8F: 3 clusters Score -6216900 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -6219759.000000 Penalty: 5332.892578
	Iteration 9F: 3 clusters Score -6219759 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -6221797.500000 Penalty: 5332.892578
	Iteration 10Q: 3 clusters Score -6221798 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -6222818.500000 Penalty: 5332.892578
	Iteration 11Q: 3 clusters Score -6222818 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -6223195.000000 Penalty: 5332.892578
	Iteration 12Q: 3 clusters Score -6223195 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -6223388.500000 Penalty: 5332.892578
	Iteration 13Q: 3 clusters Score -6223388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -6223476.000000 Penalty: 5332.892578
	Iteration 14Q: 3 clusters Score -6223476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6223534.000000 Penalty: 5332.892578
	Iteration 15Q: 3 clusters Score -6223534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -6223578.000000 Penalty: 5332.892578
	Iteration 16Q: 3 clusters Score -6223578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -6223611.500000 Penalty: 5332.892578
	Iteration 17Q: 3 clusters Score -6223612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -6223632.500000 Penalty: 5332.892578
	Iteration 18Q: 3 clusters Score -6223632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -6223653.000000 Penalty: 5332.892578
	Iteration 19Q: 3 clusters Score -6223653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6223661.000000 Penalty: 5332.892578
	Iteration 20F: 3 clusters Score -6223661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -6223678.000000 Penalty: 5332.892578
	Iteration 21Q: 3 clusters Score -6223678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -6223687.500000 Penalty: 5332.892578
	Iteration 22Q: 3 clusters Score -6223688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6223686.500000 Penalty: 5332.892578
	Iteration 23Q: 3 clusters Score -6223686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6223686.500000 Penalty: 5332.892578
	Iteration 24F: 3 clusters Score -6223686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -177517.718750 Penalty: 1795.858887
	Iteration 0F: 2 clusters Score -177517.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -175319.812500 Penalty: 3591.717773
	Iteration 0F: 3 clusters Score -175319.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175696.015625 Penalty: 3591.717773
	Iteration 1F: 3 clusters Score -175696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -175859.171875 Penalty: 3591.717773
	Iteration 2F: 3 clusters Score -175859.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -175976.343750 Penalty: 3591.717773
	Iteration 3Q: 3 clusters Score -175976.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176102.593750 Penalty: 3591.717773
	Iteration 4Q: 3 clusters Score -176102.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -176191.578125 Penalty: 3591.717773
	Iteration 5Q: 3 clusters Score -176191.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -176263.765625 Penalty: 3591.717773
	Iteration 6Q: 3 clusters Score -176263.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -176331.265625 Penalty: 3591.717773
	Iteration 7Q: 3 clusters Score -176331.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -176399.921875 Penalty: 3591.717773
	Iteration 8Q: 3 clusters Score -176399.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -176473.593750 Penalty: 3591.717773
	Iteration 9Q: 3 clusters Score -176473.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -176549.984375 Penalty: 3591.717773
	Iteration 10Q: 3 clusters Score -176550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -176630.453125 Penalty: 3591.717773
	Iteration 11Q: 3 clusters Score -176630.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -176711.796875 Penalty: 3591.717773
	Iteration 12Q: 3 clusters Score -176711.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -176775.359375 Penalty: 3591.717773
	Iteration 13Q: 3 clusters Score -176775.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -176828.406250 Penalty: 3591.717773
	Iteration 14Q: 3 clusters Score -176828.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176895.859375 Penalty: 3591.717773
	Iteration 15Q: 3 clusters Score -176895.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -176994.968750 Penalty: 3591.717773
	Iteration 16Q: 3 clusters Score -176995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177069.375000 Penalty: 3591.717773
	Iteration 17Q: 3 clusters Score -177069.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177095.359375 Penalty: 3591.717773
	Iteration 18Q: 3 clusters Score -177095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -177112.000000 Penalty: 3591.717773
	Iteration 19Q: 3 clusters Score -177112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -177119.187500 Penalty: 3591.717773
	Iteration 20F: 3 clusters Score -177119.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -177131.546875 Penalty: 3591.717773
	Iteration 21Q: 3 clusters Score -177131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -177132.437500 Penalty: 3591.717773
	Iteration 22Q: 3 clusters Score -177132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -177133.281250 Penalty: 3591.717773
	Iteration 23Q: 3 clusters Score -177133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -177134.234375 Penalty: 3591.717773
	Iteration 24Q: 3 clusters Score -177134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -177137.906250 Penalty: 3591.717773
	Iteration 25Q: 3 clusters Score -177137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -177141.984375 Penalty: 3591.717773
	Iteration 26Q: 3 clusters Score -177142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -177147.171875 Penalty: 3591.717773
	Iteration 27Q: 3 clusters Score -177147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177147.500000 Penalty: 3591.717773
	Iteration 28Q: 3 clusters Score -177147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177147.500000 Penalty: 3591.717773
	Iteration 29F: 3 clusters Score -177147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -25415.693359 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -25415.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24241.869141 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -24241.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24413.503906 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -24413.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24484.259766 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -24484.26 nChanged 10
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: -24525.302734 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -24525.3 nChanged 6
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: -24558.708984 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -24558.71 nChanged 5
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: -24604.541016 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -24604.54 nChanged 3
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: -24630.314453 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -24630.31 nChanged 3
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: -24658.458984 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -24658.46 nChanged 1
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: -24662.724609 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -24662.72 nChanged 0
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: -24662.724609 Penalty: 2754.267822
	Iteration 9F: 3 clusters Score -24662.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -184534.015625 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -184534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -182275.734375 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -182275.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182655.203125 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -182655.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -182782.921875 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -182782.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -182848.156250 Penalty: 3604.346436
	Iteration 3Q: 3 clusters Score -182848.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182881.031250 Penalty: 3604.346436
	Iteration 4Q: 3 clusters Score -182881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -182904.812500 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -182904.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -182923.859375 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -182923.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -182942.531250 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -182942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182952.765625 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -182952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182955.781250 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -182955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -182959.781250 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -182959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -182964.765625 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -182964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -182967.218750 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -182967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -182969.687500 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -182969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -182970.718750 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -182970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -182971.093750 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -182971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -182971.937500 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -182971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -182973.078125 Penalty: 3604.346436
	Iteration 17Q: 3 clusters Score -182973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -182973.078125 Penalty: 3604.346436
	Iteration 18F: 3 clusters Score -182973.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Entering Unmasked Estep 
Score: -9837433.000000 Penalty: 2778.758789
	Iteration 0F: 2 clusters Score -9837433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -9788612.000000 Penalty: 5557.517578
	Iteration 0F: 3 clusters Score -9788612 nChanged 34068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -9807764.000000 Penalty: 5557.517578
	Iteration 1F: 3 clusters Score -9807764 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -9808667.000000 Penalty: 5557.517578
	Iteration 2Q: 3 clusters Score -9808667 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -9809816.000000 Penalty: 5557.517578
	Iteration 3Q: 3 clusters Score -9809816 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -9811418.000000 Penalty: 5557.517578
	Iteration 4Q: 3 clusters Score -9811418 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -9813826.000000 Penalty: 5557.517578
	Iteration 5F: 3 clusters Score -9813826 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -9817195.000000 Penalty: 5557.517578
	Iteration 6F: 3 clusters Score -9817195 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -9821635.000000 Penalty: 5557.517578
	Iteration 7F: 3 clusters Score -9821635 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -9826306.000000 Penalty: 5557.517578
	Iteration 8F: 3 clusters Score -9826306 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -9830173.000000 Penalty: 5557.517578
	Iteration 9F: 3 clusters Score -9830173 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -9832539.000000 Penalty: 5557.517578
	Iteration 10Q: 3 clusters Score -9832539 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -9833697.000000 Penalty: 5557.517578
	Iteration 11Q: 3 clusters Score -9833697 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -9834332.000000 Penalty: 5557.517578
	Iteration 12Q: 3 clusters Score -9834332 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -9834634.000000 Penalty: 5557.517578
	Iteration 13Q: 3 clusters Score -9834634 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -9834777.000000 Penalty: 5557.517578
	Iteration 14Q: 3 clusters Score -9834777 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -9834867.000000 Penalty: 5557.517578
	Iteration 15Q: 3 clusters Score -9834867 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 73044 members 
Entering Unmasked Estep 
Score: -9834931.000000 Penalty: 5557.517578
	Iteration 16Q: 3 clusters Score -9834931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -9834954.000000 Penalty: 5557.517578
	Iteration 17Q: 3 clusters Score -9834954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -9834968.000000 Penalty: 5557.517578
	Iteration 18Q: 3 clusters Score -9834968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -9834971.000000 Penalty: 5557.517578
	Iteration 19Q: 3 clusters Score -9834971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -9834980.000000 Penalty: 5557.517578
	Iteration 20F: 3 clusters Score -9834980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -9834993.000000 Penalty: 5557.517578
	Iteration 21Q: 3 clusters Score -9834993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -9835014.000000 Penalty: 5557.517578
	Iteration 22Q: 3 clusters Score -9835014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -9835023.000000 Penalty: 5557.517578
	Iteration 23Q: 3 clusters Score -9835023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -9835035.000000 Penalty: 5557.517578
	Iteration 24Q: 3 clusters Score -9835035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -9835041.000000 Penalty: 5557.517578
	Iteration 25Q: 3 clusters Score -9835041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -9835053.000000 Penalty: 5557.517578
	Iteration 26Q: 3 clusters Score -9835053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -9835073.000000 Penalty: 5557.517578
	Iteration 27Q: 3 clusters Score -9835073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 73149 members 
Entering Unmasked Estep 
Score: -9835080.000000 Penalty: 5557.517578
	Iteration 28Q: 3 clusters Score -9835080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 73149 members 
Entering Unmasked Estep 
Score: -9835086.000000 Penalty: 5557.517578
	Iteration 29Q: 3 clusters Score -9835086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 73149 members 
Entering Unmasked Estep 
Score: -9835087.000000 Penalty: 5557.517578
	Iteration 30Q: 3 clusters Score -9835087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 73149 members 
Entering Unmasked Estep 
Score: -9835087.000000 Penalty: 5557.517578
	Iteration 31F: 3 clusters Score -9835087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -66353.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -66353.89 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 316 members 
Entering Unmasked Estep 
Score: -64899.496094 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -64899.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65382.976562 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65382.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -65568.351562 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -65568.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65752.992188 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -65752.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66078.023438 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -66078.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66348.796875 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66348.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66592.015625 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66592.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66645.671875 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66645.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66712.414062 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66712.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -66769.414062 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66769.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -66818.414062 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66818.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -66853.851562 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66853.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -66873.648438 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66873.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -66888.078125 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -66888.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -66898.171875 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -66898.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -66898.171875 Penalty: 3197.076904
	Iteration 15F: 3 clusters Score -66898.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73473 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 18674 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38674 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 169319 members 
Mstep: Class 17 contains 27475 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52551 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193228 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 133 members 
Entering Unmasked Estep 
Score: -133241536.000000 Penalty: 96125.335938
Splitting cluster 10 changes total score from -133242816.000000 to -133241536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (18674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Entering Unmasked Estep 
Score: -2518161.500000 Penalty: 2439.052002
	Iteration 0F: 2 clusters Score -2518162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2505013.250000 Penalty: 4878.104004
	Iteration 0F: 3 clusters Score -2505013 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2509496.500000 Penalty: 4878.104004
	Iteration 1F: 3 clusters Score -2509496 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2509984.000000 Penalty: 4878.104004
	Iteration 2F: 3 clusters Score -2509984 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2510469.500000 Penalty: 4878.104004
	Iteration 3F: 3 clusters Score -2510470 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2510941.750000 Penalty: 4878.104004
	Iteration 4F: 3 clusters Score -2510942 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2511405.000000 Penalty: 4878.104004
	Iteration 5F: 3 clusters Score -2511405 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2511975.250000 Penalty: 4878.104004
	Iteration 6F: 3 clusters Score -2511975 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2512720.500000 Penalty: 4878.104004
	Iteration 7F: 3 clusters Score -2512720 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2513631.000000 Penalty: 4878.104004
	Iteration 8F: 3 clusters Score -2513631 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2514629.250000 Penalty: 4878.104004
	Iteration 9F: 3 clusters Score -2514629 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2515493.750000 Penalty: 4878.104004
	Iteration 10F: 3 clusters Score -2515494 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2516174.000000 Penalty: 4878.104004
	Iteration 11Q: 3 clusters Score -2516174 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2516591.750000 Penalty: 4878.104004
	Iteration 12Q: 3 clusters Score -2516592 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2516831.000000 Penalty: 4878.104004
	Iteration 13Q: 3 clusters Score -2516831 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2516966.000000 Penalty: 4878.104004
	Iteration 14Q: 3 clusters Score -2516966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2517037.500000 Penalty: 4878.104004
	Iteration 15Q: 3 clusters Score -2517038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2517065.250000 Penalty: 4878.104004
	Iteration 16Q: 3 clusters Score -2517065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2517084.500000 Penalty: 4878.104004
	Iteration 17Q: 3 clusters Score -2517084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2517092.500000 Penalty: 4878.104004
	Iteration 18Q: 3 clusters Score -2517092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2517105.750000 Penalty: 4878.104004
	Iteration 19Q: 3 clusters Score -2517106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2517117.750000 Penalty: 4878.104004
	Iteration 20F: 3 clusters Score -2517118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2517126.250000 Penalty: 4878.104004
	Iteration 21Q: 3 clusters Score -2517126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2517135.500000 Penalty: 4878.104004
	Iteration 22Q: 3 clusters Score -2517136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2517141.250000 Penalty: 4878.104004
	Iteration 23Q: 3 clusters Score -2517141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2517141.500000 Penalty: 4878.104004
	Iteration 24Q: 3 clusters Score -2517142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2517143.000000 Penalty: 4878.104004
	Iteration 25Q: 3 clusters Score -2517143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2517145.250000 Penalty: 4878.104004
	Iteration 26Q: 3 clusters Score -2517145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2517145.250000 Penalty: 4878.104004
	Iteration 27F: 3 clusters Score -2517145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -394445.281250 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -394445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -390835.625000 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -390835.6 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -391621.625000 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -391621.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -391815.468750 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -391815.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -391943.843750 Penalty: 4041.054932
	Iteration 3F: 3 clusters Score -391943.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -392049.218750 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -392049.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -392125.718750 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -392125.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -392199.718750 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -392199.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -392258.000000 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -392258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -392326.531250 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -392326.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -392403.031250 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -392403 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -392476.937500 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -392476.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -392539.500000 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -392539.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -392607.125000 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -392607.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -392686.531250 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -392686.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -392763.875000 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -392763.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -392820.500000 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -392820.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -392871.812500 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -392871.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -392906.343750 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -392906.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -392935.718750 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -392935.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -392958.031250 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -392958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -392968.000000 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -392968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -392972.468750 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -392972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -392976.312500 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -392976.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -392983.968750 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -392984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -392989.312500 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -392989.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -392996.812500 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -392996.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -393005.906250 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -393005.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -393014.281250 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -393014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -393023.500000 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -393023.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -393029.875000 Penalty: 4041.054932
	Iteration 29Q: 3 clusters Score -393029.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -393033.812500 Penalty: 4041.054932
	Iteration 30Q: 3 clusters Score -393033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -393036.750000 Penalty: 4041.054932
	Iteration 31Q: 3 clusters Score -393036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -393041.000000 Penalty: 4041.054932
	Iteration 32Q: 3 clusters Score -393041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -393043.437500 Penalty: 4041.054932
	Iteration 33Q: 3 clusters Score -393043.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -393049.781250 Penalty: 4041.054932
	Iteration 34Q: 3 clusters Score -393049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -393052.843750 Penalty: 4041.054932
	Iteration 35Q: 3 clusters Score -393052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -393054.343750 Penalty: 4041.054932
	Iteration 36Q: 3 clusters Score -393054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -393056.531250 Penalty: 4041.054932
	Iteration 37Q: 3 clusters Score -393056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -393057.625000 Penalty: 4041.054932
	Iteration 38Q: 3 clusters Score -393057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -393059.250000 Penalty: 4041.054932
	Iteration 39Q: 3 clusters Score -393059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -393059.718750 Penalty: 4041.054932
	Iteration 40F: 3 clusters Score -393059.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -393060.125000 Penalty: 4041.054932
	Iteration 41Q: 3 clusters Score -393060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -393060.437500 Penalty: 4041.054932
	Iteration 42Q: 3 clusters Score -393060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -393060.468750 Penalty: 4041.054932
	Iteration 43Q: 3 clusters Score -393060.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -393061.718750 Penalty: 4041.054932
	Iteration 44Q: 3 clusters Score -393061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -393063.062500 Penalty: 4041.054932
	Iteration 45Q: 3 clusters Score -393063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -393067.125000 Penalty: 4041.054932
	Iteration 46Q: 3 clusters Score -393067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -393070.843750 Penalty: 4041.054932
	Iteration 47Q: 3 clusters Score -393070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -393074.187500 Penalty: 4041.054932
	Iteration 48Q: 3 clusters Score -393074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -393075.031250 Penalty: 4041.054932
	Iteration 49Q: 3 clusters Score -393075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -393075.031250 Penalty: 4041.054932
	Iteration 50F: 3 clusters Score -393075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Entering Unmasked Estep 
Score: -5064194.000000 Penalty: 2631.962891
	Iteration 0F: 2 clusters Score -5064194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5036848.000000 Penalty: 5263.925781
	Iteration 0F: 3 clusters Score -5036848 nChanged 18381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -5046790.500000 Penalty: 5263.925781
	Iteration 1F: 3 clusters Score -5046790 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -5047388.500000 Penalty: 5263.925781
	Iteration 2Q: 3 clusters Score -5047388 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5048128.000000 Penalty: 5263.925781
	Iteration 3Q: 3 clusters Score -5048128 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -5049042.500000 Penalty: 5263.925781
	Iteration 4Q: 3 clusters Score -5049042 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -5050318.500000 Penalty: 5263.925781
	Iteration 5F: 3 clusters Score -5050318 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -5051977.500000 Penalty: 5263.925781
	Iteration 6F: 3 clusters Score -5051978 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -5053931.000000 Penalty: 5263.925781
	Iteration 7F: 3 clusters Score -5053931 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5055768.500000 Penalty: 5263.925781
	Iteration 8F: 3 clusters Score -5055768 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5057413.000000 Penalty: 5263.925781
	Iteration 9F: 3 clusters Score -5057413 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -5058683.000000 Penalty: 5263.925781
	Iteration 10F: 3 clusters Score -5058683 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -5059639.000000 Penalty: 5263.925781
	Iteration 11Q: 3 clusters Score -5059639 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -5060252.500000 Penalty: 5263.925781
	Iteration 12Q: 3 clusters Score -5060252 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5060730.500000 Penalty: 5263.925781
	Iteration 13Q: 3 clusters Score -5060730 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -5061143.500000 Penalty: 5263.925781
	Iteration 14Q: 3 clusters Score -5061144 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -5061449.000000 Penalty: 5263.925781
	Iteration 15Q: 3 clusters Score -5061449 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -5061775.000000 Penalty: 5263.925781
	Iteration 16Q: 3 clusters Score -5061775 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -5062027.500000 Penalty: 5263.925781
	Iteration 17Q: 3 clusters Score -5062028 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -5062254.000000 Penalty: 5263.925781
	Iteration 18Q: 3 clusters Score -5062254 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -5062401.500000 Penalty: 5263.925781
	Iteration 19Q: 3 clusters Score -5062402 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -5062487.500000 Penalty: 5263.925781
	Iteration 20F: 3 clusters Score -5062488 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5062524.000000 Penalty: 5263.925781
	Iteration 21Q: 3 clusters Score -5062524 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5062566.500000 Penalty: 5263.925781
	Iteration 22Q: 3 clusters Score -5062566 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -5062586.500000 Penalty: 5263.925781
	Iteration 23Q: 3 clusters Score -5062586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -5062586.500000 Penalty: 5263.925781
	Iteration 24Q: 3 clusters Score -5062586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5062611.000000 Penalty: 5263.925781
	Iteration 25Q: 3 clusters Score -5062611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5062615.500000 Penalty: 5263.925781
	Iteration 26Q: 3 clusters Score -5062616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -5062629.000000 Penalty: 5263.925781
	Iteration 27Q: 3 clusters Score -5062629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -5062633.500000 Penalty: 5263.925781
	Iteration 28Q: 3 clusters Score -5062634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -5062640.000000 Penalty: 5263.925781
	Iteration 29Q: 3 clusters Score -5062640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5062641.000000 Penalty: 5263.925781
	Iteration 30Q: 3 clusters Score -5062641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -5062644.500000 Penalty: 5263.925781
	Iteration 31Q: 3 clusters Score -5062644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5062644.500000 Penalty: 5263.925781
	Iteration 32Q: 3 clusters Score -5062644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -5062625.000000 Penalty: 5263.925781
	Iteration 33Q: 3 clusters Score -5062625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -5062626.500000 Penalty: 5263.925781
	Iteration 34Q: 3 clusters Score -5062626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5062632.000000 Penalty: 5263.925781
	Iteration 35Q: 3 clusters Score -5062632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5062627.500000 Penalty: 5263.925781
	Iteration 36Q: 3 clusters Score -5062628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5062637.500000 Penalty: 5263.925781
	Iteration 37Q: 3 clusters Score -5062638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -5062641.000000 Penalty: 5263.925781
	Iteration 38Q: 3 clusters Score -5062641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5062643.000000 Penalty: 5263.925781
	Iteration 39Q: 3 clusters Score -5062643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5062646.500000 Penalty: 5263.925781
	Iteration 40F: 3 clusters Score -5062646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -5062650.500000 Penalty: 5263.925781
	Iteration 41Q: 3 clusters Score -5062650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -5062649.500000 Penalty: 5263.925781
	Iteration 42Q: 3 clusters Score -5062650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -5062649.500000 Penalty: 5263.925781
	Iteration 43F: 3 clusters Score -5062650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Entering Unmasked Estep 
Score: -5204914.500000 Penalty: 2619.604736
	Iteration 0F: 2 clusters Score -5204914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -5178695.500000 Penalty: 5239.209473
	Iteration 0F: 3 clusters Score -5178696 nChanged 17621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -5188221.000000 Penalty: 5239.209473
	Iteration 1F: 3 clusters Score -5188221 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -5188693.000000 Penalty: 5239.209473
	Iteration 2Q: 3 clusters Score -5188693 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -5189103.000000 Penalty: 5239.209473
	Iteration 3Q: 3 clusters Score -5189103 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5189519.000000 Penalty: 5239.209473
	Iteration 4Q: 3 clusters Score -5189519 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5189996.500000 Penalty: 5239.209473
	Iteration 5Q: 3 clusters Score -5189996 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5190718.500000 Penalty: 5239.209473
	Iteration 6Q: 3 clusters Score -5190718 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -5191803.000000 Penalty: 5239.209473
	Iteration 7F: 3 clusters Score -5191803 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5193342.000000 Penalty: 5239.209473
	Iteration 8F: 3 clusters Score -5193342 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5195531.000000 Penalty: 5239.209473
	Iteration 9F: 3 clusters Score -5195531 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -5198043.500000 Penalty: 5239.209473
	Iteration 10F: 3 clusters Score -5198044 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5200162.000000 Penalty: 5239.209473
	Iteration 11F: 3 clusters Score -5200162 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -5201394.000000 Penalty: 5239.209473
	Iteration 12Q: 3 clusters Score -5201394 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -5202043.500000 Penalty: 5239.209473
	Iteration 13Q: 3 clusters Score -5202044 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5202367.000000 Penalty: 5239.209473
	Iteration 14Q: 3 clusters Score -5202367 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -5202492.000000 Penalty: 5239.209473
	Iteration 15Q: 3 clusters Score -5202492 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -5202567.000000 Penalty: 5239.209473
	Iteration 16Q: 3 clusters Score -5202567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -5202630.500000 Penalty: 5239.209473
	Iteration 17Q: 3 clusters Score -5202630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -5202682.500000 Penalty: 5239.209473
	Iteration 18Q: 3 clusters Score -5202682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -5202695.500000 Penalty: 5239.209473
	Iteration 19Q: 3 clusters Score -5202696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -5202711.500000 Penalty: 5239.209473
	Iteration 20F: 3 clusters Score -5202712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5202739.500000 Penalty: 5239.209473
	Iteration 21Q: 3 clusters Score -5202740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -5202749.500000 Penalty: 5239.209473
	Iteration 22Q: 3 clusters Score -5202750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5202759.000000 Penalty: 5239.209473
	Iteration 23Q: 3 clusters Score -5202759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -5202769.500000 Penalty: 5239.209473
	Iteration 24Q: 3 clusters Score -5202770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -5202775.500000 Penalty: 5239.209473
	Iteration 25Q: 3 clusters Score -5202776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5202791.500000 Penalty: 5239.209473
	Iteration 26Q: 3 clusters Score -5202792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5202802.000000 Penalty: 5239.209473
	Iteration 27Q: 3 clusters Score -5202802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -5202804.000000 Penalty: 5239.209473
	Iteration 28Q: 3 clusters Score -5202804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -5202802.500000 Penalty: 5239.209473
	Iteration 29Q: 3 clusters Score -5202802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5202802.000000 Penalty: 5239.209473
	Iteration 30Q: 3 clusters Score -5202802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5202811.000000 Penalty: 5239.209473
	Iteration 31Q: 3 clusters Score -5202811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5202811.500000 Penalty: 5239.209473
	Iteration 32Q: 3 clusters Score -5202812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5202811.500000 Penalty: 5239.209473
	Iteration 33F: 3 clusters Score -5202812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Entering Unmasked Estep 
Score: -6946414.500000 Penalty: 2693.065186
	Iteration 0F: 2 clusters Score -6946414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -6911420.500000 Penalty: 5386.130371
	Iteration 0F: 3 clusters Score -6911420 nChanged 23962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -6924821.000000 Penalty: 5386.130371
	Iteration 1F: 3 clusters Score -6924821 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6925487.500000 Penalty: 5386.130371
	Iteration 2Q: 3 clusters Score -6925488 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6926245.500000 Penalty: 5386.130371
	Iteration 3Q: 3 clusters Score -6926246 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -6927317.000000 Penalty: 5386.130371
	Iteration 4Q: 3 clusters Score -6927317 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -6928863.000000 Penalty: 5386.130371
	Iteration 5F: 3 clusters Score -6928863 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -6931036.000000 Penalty: 5386.130371
	Iteration 6F: 3 clusters Score -6931036 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -6933939.000000 Penalty: 5386.130371
	Iteration 7F: 3 clusters Score -6933939 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -6937004.000000 Penalty: 5386.130371
	Iteration 8F: 3 clusters Score -6937004 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -6939714.500000 Penalty: 5386.130371
	Iteration 9F: 3 clusters Score -6939714 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -6941592.000000 Penalty: 5386.130371
	Iteration 10Q: 3 clusters Score -6941592 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6942630.500000 Penalty: 5386.130371
	Iteration 11Q: 3 clusters Score -6942630 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6943140.000000 Penalty: 5386.130371
	Iteration 12Q: 3 clusters Score -6943140 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6943388.000000 Penalty: 5386.130371
	Iteration 13Q: 3 clusters Score -6943388 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -6943532.500000 Penalty: 5386.130371
	Iteration 14Q: 3 clusters Score -6943532 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6943655.000000 Penalty: 5386.130371
	Iteration 15Q: 3 clusters Score -6943655 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6943751.000000 Penalty: 5386.130371
	Iteration 16Q: 3 clusters Score -6943751 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6943802.500000 Penalty: 5386.130371
	Iteration 17Q: 3 clusters Score -6943802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6943859.500000 Penalty: 5386.130371
	Iteration 18Q: 3 clusters Score -6943860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6943890.000000 Penalty: 5386.130371
	Iteration 19Q: 3 clusters Score -6943890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6943931.000000 Penalty: 5386.130371
	Iteration 20F: 3 clusters Score -6943931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6943958.000000 Penalty: 5386.130371
	Iteration 21Q: 3 clusters Score -6943958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6943995.500000 Penalty: 5386.130371
	Iteration 22Q: 3 clusters Score -6943996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6944028.000000 Penalty: 5386.130371
	Iteration 23Q: 3 clusters Score -6944028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6944048.000000 Penalty: 5386.130371
	Iteration 24Q: 3 clusters Score -6944048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6944055.500000 Penalty: 5386.130371
	Iteration 25Q: 3 clusters Score -6944056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6944056.500000 Penalty: 5386.130371
	Iteration 26Q: 3 clusters Score -6944056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6944061.500000 Penalty: 5386.130371
	Iteration 27Q: 3 clusters Score -6944062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6944079.000000 Penalty: 5386.130371
	Iteration 28Q: 3 clusters Score -6944079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6944082.500000 Penalty: 5386.130371
	Iteration 29Q: 3 clusters Score -6944082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6944097.500000 Penalty: 5386.130371
	Iteration 30Q: 3 clusters Score -6944098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6944092.500000 Penalty: 5386.130371
	Iteration 31Q: 3 clusters Score -6944092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6944103.000000 Penalty: 5386.130371
	Iteration 32Q: 3 clusters Score -6944103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6944112.000000 Penalty: 5386.130371
	Iteration 33Q: 3 clusters Score -6944112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6944111.500000 Penalty: 5386.130371
	Iteration 34Q: 3 clusters Score -6944112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6944111.000000 Penalty: 5386.130371
	Iteration 35Q: 3 clusters Score -6944111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6944119.500000 Penalty: 5386.130371
	Iteration 36Q: 3 clusters Score -6944120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6944125.500000 Penalty: 5386.130371
	Iteration 37Q: 3 clusters Score -6944126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6944128.000000 Penalty: 5386.130371
	Iteration 38Q: 3 clusters Score -6944128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6944138.000000 Penalty: 5386.130371
	Iteration 39Q: 3 clusters Score -6944138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6944151.000000 Penalty: 5386.130371
	Iteration 40F: 3 clusters Score -6944151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6944156.500000 Penalty: 5386.130371
	Iteration 41Q: 3 clusters Score -6944156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6944160.000000 Penalty: 5386.130371
	Iteration 42Q: 3 clusters Score -6944160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6944176.000000 Penalty: 5386.130371
	Iteration 43Q: 3 clusters Score -6944176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6944182.000000 Penalty: 5386.130371
	Iteration 44Q: 3 clusters Score -6944182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6944178.000000 Penalty: 5386.130371
	Iteration 45Q: 3 clusters Score -6944178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6944184.500000 Penalty: 5386.130371
	Iteration 46Q: 3 clusters Score -6944184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6944196.000000 Penalty: 5386.130371
	Iteration 47Q: 3 clusters Score -6944196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6944188.000000 Penalty: 5386.130371
	Iteration 48Q: 3 clusters Score -6944188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6944193.500000 Penalty: 5386.130371
	Iteration 49Q: 3 clusters Score -6944194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6944193.000000 Penalty: 5386.130371
	Iteration 50Q: 3 clusters Score -6944193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6944197.500000 Penalty: 5386.130371
	Iteration 51Q: 3 clusters Score -6944198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6944197.000000 Penalty: 5386.130371
	Iteration 52Q: 3 clusters Score -6944197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6944200.000000 Penalty: 5386.130371
	Iteration 53Q: 3 clusters Score -6944200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6944210.500000 Penalty: 5386.130371
	Iteration 54Q: 3 clusters Score -6944210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6944208.500000 Penalty: 5386.130371
	Iteration 55Q: 3 clusters Score -6944208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6944216.000000 Penalty: 5386.130371
	Iteration 56Q: 3 clusters Score -6944216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6944210.000000 Penalty: 5386.130371
	Iteration 57Q: 3 clusters Score -6944210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6944211.500000 Penalty: 5386.130371
	Iteration 58Q: 3 clusters Score -6944212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6944214.000000 Penalty: 5386.130371
	Iteration 59Q: 3 clusters Score -6944214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6944216.500000 Penalty: 5386.130371
	Iteration 60F: 3 clusters Score -6944216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6944216.000000 Penalty: 5386.130371
	Iteration 61Q: 3 clusters Score -6944216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6944216.000000 Penalty: 5386.130371
	Iteration 62F: 3 clusters Score -6944216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (169319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Entering Unmasked Estep 
Score: -22486622.000000 Penalty: 2985.805664
	Iteration 0F: 2 clusters Score -2.248662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -22374432.000000 Penalty: 5971.611328
	Iteration 0F: 3 clusters Score -2.237443e+07 nChanged 81210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
Score: -22422254.000000 Penalty: 5971.611328
	Iteration 1F: 3 clusters Score -2.242225e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -22424286.000000 Penalty: 5971.611328
	Iteration 2Q: 3 clusters Score -2.242429e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -22427254.000000 Penalty: 5971.611328
	Iteration 3Q: 3 clusters Score -2.242725e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 72285 members 
Entering Unmasked Estep 
Score: -22432322.000000 Penalty: 5971.611328
	Iteration 4F: 3 clusters Score -2.243232e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -22440090.000000 Penalty: 5971.611328
	Iteration 5F: 3 clusters Score -2.244009e+07 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -22451034.000000 Penalty: 5971.611328
	Iteration 6F: 3 clusters Score -2.245103e+07 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120197 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -22462814.000000 Penalty: 5971.611328
	Iteration 7F: 3 clusters Score -2.246281e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126237 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -22470744.000000 Penalty: 5971.611328
	Iteration 8F: 3 clusters Score -2.247074e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130310 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -22474870.000000 Penalty: 5971.611328
	Iteration 9Q: 3 clusters Score -2.247487e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133471 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -22476890.000000 Penalty: 5971.611328
	Iteration 10Q: 3 clusters Score -2.247689e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136164 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -22478132.000000 Penalty: 5971.611328
	Iteration 11Q: 3 clusters Score -2.247813e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -22479116.000000 Penalty: 5971.611328
	Iteration 12Q: 3 clusters Score -2.247912e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140938 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -22479932.000000 Penalty: 5971.611328
	Iteration 13Q: 3 clusters Score -2.247993e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142986 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -22480630.000000 Penalty: 5971.611328
	Iteration 14Q: 3 clusters Score -2.248063e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -22481096.000000 Penalty: 5971.611328
	Iteration 15Q: 3 clusters Score -2.24811e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146732 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -22481556.000000 Penalty: 5971.611328
	Iteration 16Q: 3 clusters Score -2.248156e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148398 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -22481970.000000 Penalty: 5971.611328
	Iteration 17Q: 3 clusters Score -2.248197e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -22482336.000000 Penalty: 5971.611328
	Iteration 18Q: 3 clusters Score -2.248234e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151661 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -22482684.000000 Penalty: 5971.611328
	Iteration 19Q: 3 clusters Score -2.248268e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153251 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -22482996.000000 Penalty: 5971.611328
	Iteration 20F: 3 clusters Score -2.2483e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -22483312.000000 Penalty: 5971.611328
	Iteration 21Q: 3 clusters Score -2.248331e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156060 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -22483640.000000 Penalty: 5971.611328
	Iteration 22Q: 3 clusters Score -2.248364e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -22483830.000000 Penalty: 5971.611328
	Iteration 23Q: 3 clusters Score -2.248383e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158378 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -22483954.000000 Penalty: 5971.611328
	Iteration 24Q: 3 clusters Score -2.248395e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159358 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -22484140.000000 Penalty: 5971.611328
	Iteration 25Q: 3 clusters Score -2.248414e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160262 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -22484274.000000 Penalty: 5971.611328
	Iteration 26Q: 3 clusters Score -2.248427e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161012 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -22484398.000000 Penalty: 5971.611328
	Iteration 27Q: 3 clusters Score -2.24844e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161720 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -22484484.000000 Penalty: 5971.611328
	Iteration 28Q: 3 clusters Score -2.248448e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162396 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -22484564.000000 Penalty: 5971.611328
	Iteration 29Q: 3 clusters Score -2.248456e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -22484626.000000 Penalty: 5971.611328
	Iteration 30Q: 3 clusters Score -2.248463e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163538 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -22484690.000000 Penalty: 5971.611328
	Iteration 31Q: 3 clusters Score -2.248469e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -22484754.000000 Penalty: 5971.611328
	Iteration 32Q: 3 clusters Score -2.248475e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164378 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -22484798.000000 Penalty: 5971.611328
	Iteration 33Q: 3 clusters Score -2.24848e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164721 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -22484924.000000 Penalty: 5971.611328
	Iteration 34Q: 3 clusters Score -2.248492e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165026 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -22485018.000000 Penalty: 5971.611328
	Iteration 35Q: 3 clusters Score -2.248502e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165290 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -22484996.000000 Penalty: 5971.611328
	Iteration 36Q: 3 clusters Score -2.2485e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -22484968.000000 Penalty: 5971.611328
	Iteration 37Q: 3 clusters Score -2.248497e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165684 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -22484944.000000 Penalty: 5971.611328
	Iteration 38Q: 3 clusters Score -2.248494e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165831 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -22484960.000000 Penalty: 5971.611328
	Iteration 39Q: 3 clusters Score -2.248496e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165963 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -22484964.000000 Penalty: 5971.611328
	Iteration 40F: 3 clusters Score -2.248496e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166083 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -22485020.000000 Penalty: 5971.611328
	Iteration 41Q: 3 clusters Score -2.248502e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -22484976.000000 Penalty: 5971.611328
	Iteration 42Q: 3 clusters Score -2.248498e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166265 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -22485004.000000 Penalty: 5971.611328
	Iteration 43Q: 3 clusters Score -2.2485e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -22485034.000000 Penalty: 5971.611328
	Iteration 44Q: 3 clusters Score -2.248503e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166415 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -22485042.000000 Penalty: 5971.611328
	Iteration 45Q: 3 clusters Score -2.248504e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166489 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -22485032.000000 Penalty: 5971.611328
	Iteration 46Q: 3 clusters Score -2.248503e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166551 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -22485036.000000 Penalty: 5971.611328
	Iteration 47Q: 3 clusters Score -2.248504e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166599 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22485048.000000 Penalty: 5971.611328
	Iteration 48Q: 3 clusters Score -2.248505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -22485070.000000 Penalty: 5971.611328
	Iteration 49Q: 3 clusters Score -2.248507e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166674 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -22485076.000000 Penalty: 5971.611328
	Iteration 50Q: 3 clusters Score -2.248508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22485058.000000 Penalty: 5971.611328
	Iteration 51Q: 3 clusters Score -2.248506e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166750 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -22485038.000000 Penalty: 5971.611328
	Iteration 52Q: 3 clusters Score -2.248504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166780 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -22485040.000000 Penalty: 5971.611328
	Iteration 53Q: 3 clusters Score -2.248504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -22485060.000000 Penalty: 5971.611328
	Iteration 54Q: 3 clusters Score -2.248506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -22485044.000000 Penalty: 5971.611328
	Iteration 55Q: 3 clusters Score -2.248504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166836 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -22485036.000000 Penalty: 5971.611328
	Iteration 56Q: 3 clusters Score -2.248504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166841 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -22485040.000000 Penalty: 5971.611328
	Iteration 57Q: 3 clusters Score -2.248504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166846 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -22485040.000000 Penalty: 5971.611328
	Iteration 58Q: 3 clusters Score -2.248504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -22485034.000000 Penalty: 5971.611328
	Iteration 59Q: 3 clusters Score -2.248503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -22485044.000000 Penalty: 5971.611328
	Iteration 60F: 3 clusters Score -2.248504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166854 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -22485046.000000 Penalty: 5971.611328
	Iteration 61Q: 3 clusters Score -2.248505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -22485040.000000 Penalty: 5971.611328
	Iteration 62Q: 3 clusters Score -2.248504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -22485052.000000 Penalty: 5971.611328
	Iteration 63Q: 3 clusters Score -2.248505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -22485056.000000 Penalty: 5971.611328
	Iteration 64Q: 3 clusters Score -2.248506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -22485058.000000 Penalty: 5971.611328
	Iteration 65Q: 3 clusters Score -2.248506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22485052.000000 Penalty: 5971.611328
	Iteration 66Q: 3 clusters Score -2.248505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22485052.000000 Penalty: 5971.611328
	Iteration 67F: 3 clusters Score -2.248505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Entering Unmasked Estep 
Score: -3693540.750000 Penalty: 2534.815918
	Iteration 0F: 2 clusters Score -3693541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3674568.500000 Penalty: 5069.631836
	Iteration 0F: 3 clusters Score -3674568 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3681496.500000 Penalty: 5069.631836
	Iteration 1F: 3 clusters Score -3681496 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3682444.000000 Penalty: 5069.631836
	Iteration 2F: 3 clusters Score -3682444 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3683653.000000 Penalty: 5069.631836
	Iteration 3F: 3 clusters Score -3683653 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3685196.250000 Penalty: 5069.631836
	Iteration 4F: 3 clusters Score -3685196 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3687086.250000 Penalty: 5069.631836
	Iteration 5F: 3 clusters Score -3687086 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3688986.500000 Penalty: 5069.631836
	Iteration 6F: 3 clusters Score -3688986 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3690510.750000 Penalty: 5069.631836
	Iteration 7F: 3 clusters Score -3690511 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3691580.250000 Penalty: 5069.631836
	Iteration 8Q: 3 clusters Score -3691580 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3692225.750000 Penalty: 5069.631836
	Iteration 9Q: 3 clusters Score -3692226 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3692550.000000 Penalty: 5069.631836
	Iteration 10Q: 3 clusters Score -3692550 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3692721.500000 Penalty: 5069.631836
	Iteration 11Q: 3 clusters Score -3692722 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3692804.250000 Penalty: 5069.631836
	Iteration 12Q: 3 clusters Score -3692804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3692881.000000 Penalty: 5069.631836
	Iteration 13Q: 3 clusters Score -3692881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3692909.750000 Penalty: 5069.631836
	Iteration 14Q: 3 clusters Score -3692910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3692926.000000 Penalty: 5069.631836
	Iteration 15Q: 3 clusters Score -3692926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3692934.000000 Penalty: 5069.631836
	Iteration 16Q: 3 clusters Score -3692934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3692953.500000 Penalty: 5069.631836
	Iteration 17Q: 3 clusters Score -3692954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3692967.500000 Penalty: 5069.631836
	Iteration 18Q: 3 clusters Score -3692968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3692974.750000 Penalty: 5069.631836
	Iteration 19Q: 3 clusters Score -3692975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3692981.250000 Penalty: 5069.631836
	Iteration 20F: 3 clusters Score -3692981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3692995.500000 Penalty: 5069.631836
	Iteration 21Q: 3 clusters Score -3692996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3692999.250000 Penalty: 5069.631836
	Iteration 22Q: 3 clusters Score -3692999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3693000.250000 Penalty: 5069.631836
	Iteration 23Q: 3 clusters Score -3693000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3692996.500000 Penalty: 5069.631836
	Iteration 24Q: 3 clusters Score -3692996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3692996.000000 Penalty: 5069.631836
	Iteration 25Q: 3 clusters Score -3692996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3692996.000000 Penalty: 5069.631836
	Iteration 26Q: 3 clusters Score -3692996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3693005.000000 Penalty: 5069.631836
	Iteration 27Q: 3 clusters Score -3693005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3693003.250000 Penalty: 5069.631836
	Iteration 28Q: 3 clusters Score -3693003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3693005.500000 Penalty: 5069.631836
	Iteration 29Q: 3 clusters Score -3693006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3693002.500000 Penalty: 5069.631836
	Iteration 30Q: 3 clusters Score -3693002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3693004.250000 Penalty: 5069.631836
	Iteration 31Q: 3 clusters Score -3693004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3693003.750000 Penalty: 5069.631836
	Iteration 32Q: 3 clusters Score -3693004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3693007.750000 Penalty: 5069.631836
	Iteration 33Q: 3 clusters Score -3693008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3693007.750000 Penalty: 5069.631836
	Iteration 34F: 3 clusters Score -3693008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -648965.375000 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -648965.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -644402.500000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -644402.5 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -645559.812500 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -645559.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -645928.062500 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -645928.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -646246.375000 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -646246.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -646506.250000 Penalty: 4235.709473
	Iteration 4F: 3 clusters Score -646506.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -646708.812500 Penalty: 4235.709473
	Iteration 5F: 3 clusters Score -646708.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -646876.062500 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -646876.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -647020.875000 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -647020.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -647148.875000 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -647148.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -647246.375000 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -647246.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -647315.250000 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -647315.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -647387.375000 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -647387.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -647437.750000 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -647437.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -647467.000000 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -647467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -647491.937500 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -647491.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -647518.687500 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -647518.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -647544.125000 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -647544.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -647566.750000 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -647566.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -647580.625000 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -647580.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -647590.062500 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -647590.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -647597.937500 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -647597.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -647610.000000 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -647610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -647617.875000 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -647617.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -647625.062500 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -647625.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -647629.812500 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -647629.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -647638.250000 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -647638.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -647644.375000 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -647644.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -647651.187500 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -647651.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -647658.875000 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -647658.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -647666.750000 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -647666.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -647668.500000 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -647668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -647672.250000 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -647672.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -647675.562500 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -647675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -647681.062500 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -647681.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -647686.687500 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -647686.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -647691.000000 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -647691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -647696.625000 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -647696.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -647701.875000 Penalty: 4235.709473
	Iteration 37Q: 3 clusters Score -647701.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -647706.875000 Penalty: 4235.709473
	Iteration 38Q: 3 clusters Score -647706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -647708.125000 Penalty: 4235.709473
	Iteration 39Q: 3 clusters Score -647708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -647710.812500 Penalty: 4235.709473
	Iteration 40F: 3 clusters Score -647710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -647712.875000 Penalty: 4235.709473
	Iteration 41Q: 3 clusters Score -647712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -647714.312500 Penalty: 4235.709473
	Iteration 42Q: 3 clusters Score -647714.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -647717.937500 Penalty: 4235.709473
	Iteration 43Q: 3 clusters Score -647717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -647722.687500 Penalty: 4235.709473
	Iteration 44Q: 3 clusters Score -647722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -647727.250000 Penalty: 4235.709473
	Iteration 45Q: 3 clusters Score -647727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -647729.875000 Penalty: 4235.709473
	Iteration 46Q: 3 clusters Score -647729.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -647730.500000 Penalty: 4235.709473
	Iteration 47Q: 3 clusters Score -647730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -647733.625000 Penalty: 4235.709473
	Iteration 48Q: 3 clusters Score -647733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -647734.187500 Penalty: 4235.709473
	Iteration 49Q: 3 clusters Score -647734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -647735.625000 Penalty: 4235.709473
	Iteration 50Q: 3 clusters Score -647735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -647736.437500 Penalty: 4235.709473
	Iteration 51Q: 3 clusters Score -647736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -647739.187500 Penalty: 4235.709473
	Iteration 52Q: 3 clusters Score -647739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -647740.250000 Penalty: 4235.709473
	Iteration 53Q: 3 clusters Score -647740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -647741.500000 Penalty: 4235.709473
	Iteration 54Q: 3 clusters Score -647741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -647743.187500 Penalty: 4235.709473
	Iteration 55Q: 3 clusters Score -647743.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -647744.500000 Penalty: 4235.709473
	Iteration 56Q: 3 clusters Score -647744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -647747.750000 Penalty: 4235.709473
	Iteration 57Q: 3 clusters Score -647747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -647751.437500 Penalty: 4235.709473
	Iteration 58Q: 3 clusters Score -647751.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -647755.187500 Penalty: 4235.709473
	Iteration 59Q: 3 clusters Score -647755.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -647761.250000 Penalty: 4235.709473
	Iteration 60F: 3 clusters Score -647761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -647768.000000 Penalty: 4235.709473
	Iteration 61Q: 3 clusters Score -647768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -647766.875000 Penalty: 4235.709473
	Iteration 62Q: 3 clusters Score -647766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -647770.125000 Penalty: 4235.709473
	Iteration 63Q: 3 clusters Score -647770.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -647772.750000 Penalty: 4235.709473
	Iteration 64Q: 3 clusters Score -647772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -647775.187500 Penalty: 4235.709473
	Iteration 65Q: 3 clusters Score -647775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -647778.062500 Penalty: 4235.709473
	Iteration 66Q: 3 clusters Score -647778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -647778.750000 Penalty: 4235.709473
	Iteration 67Q: 3 clusters Score -647778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -647779.500000 Penalty: 4235.709473
	Iteration 68Q: 3 clusters Score -647779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -647780.250000 Penalty: 4235.709473
	Iteration 69Q: 3 clusters Score -647780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -647780.250000 Penalty: 4235.709473
	Iteration 70F: 3 clusters Score -647780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Entering Unmasked Estep 
Score: -1188479.375000 Penalty: 2265.766357
	Iteration 0F: 2 clusters Score -1188479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1181281.250000 Penalty: 4531.532715
	Iteration 0F: 3 clusters Score -1181281 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1183415.000000 Penalty: 4531.532715
	Iteration 1F: 3 clusters Score -1183415 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1183775.250000 Penalty: 4531.532715
	Iteration 2F: 3 clusters Score -1183775 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1184047.375000 Penalty: 4531.532715
	Iteration 3F: 3 clusters Score -1184047 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1184264.500000 Penalty: 4531.532715
	Iteration 4Q: 3 clusters Score -1184264 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1184474.625000 Penalty: 4531.532715
	Iteration 5Q: 3 clusters Score -1184475 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1184701.625000 Penalty: 4531.532715
	Iteration 6Q: 3 clusters Score -1184702 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1184946.500000 Penalty: 4531.532715
	Iteration 7Q: 3 clusters Score -1184946 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1185192.500000 Penalty: 4531.532715
	Iteration 8Q: 3 clusters Score -1185192 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1185415.750000 Penalty: 4531.532715
	Iteration 9Q: 3 clusters Score -1185416 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1185622.500000 Penalty: 4531.532715
	Iteration 10Q: 3 clusters Score -1185622 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1185823.875000 Penalty: 4531.532715
	Iteration 11Q: 3 clusters Score -1185824 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1185992.750000 Penalty: 4531.532715
	Iteration 12Q: 3 clusters Score -1185993 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1186131.000000 Penalty: 4531.532715
	Iteration 13Q: 3 clusters Score -1186131 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1186222.625000 Penalty: 4531.532715
	Iteration 14Q: 3 clusters Score -1186223 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1186295.750000 Penalty: 4531.532715
	Iteration 15Q: 3 clusters Score -1186296 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1186358.750000 Penalty: 4531.532715
	Iteration 16Q: 3 clusters Score -1186359 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1186415.250000 Penalty: 4531.532715
	Iteration 17Q: 3 clusters Score -1186415 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1186452.625000 Penalty: 4531.532715
	Iteration 18Q: 3 clusters Score -1186453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1186477.125000 Penalty: 4531.532715
	Iteration 19Q: 3 clusters Score -1186477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1186487.500000 Penalty: 4531.532715
	Iteration 20F: 3 clusters Score -1186488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1186497.875000 Penalty: 4531.532715
	Iteration 21Q: 3 clusters Score -1186498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1186502.625000 Penalty: 4531.532715
	Iteration 22Q: 3 clusters Score -1186503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1186513.000000 Penalty: 4531.532715
	Iteration 23Q: 3 clusters Score -1186513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1186519.750000 Penalty: 4531.532715
	Iteration 24Q: 3 clusters Score -1186520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1186520.125000 Penalty: 4531.532715
	Iteration 25Q: 3 clusters Score -1186520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1186524.000000 Penalty: 4531.532715
	Iteration 26Q: 3 clusters Score -1186524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1186530.625000 Penalty: 4531.532715
	Iteration 27Q: 3 clusters Score -1186531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1186535.125000 Penalty: 4531.532715
	Iteration 28Q: 3 clusters Score -1186535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1186542.500000 Penalty: 4531.532715
	Iteration 29Q: 3 clusters Score -1186542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1186548.500000 Penalty: 4531.532715
	Iteration 30Q: 3 clusters Score -1186548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1186549.750000 Penalty: 4531.532715
	Iteration 31Q: 3 clusters Score -1186550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1186553.500000 Penalty: 4531.532715
	Iteration 32Q: 3 clusters Score -1186554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1186558.500000 Penalty: 4531.532715
	Iteration 33Q: 3 clusters Score -1186558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1186558.625000 Penalty: 4531.532715
	Iteration 34Q: 3 clusters Score -1186559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1186560.500000 Penalty: 4531.532715
	Iteration 35Q: 3 clusters Score -1186560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1186562.500000 Penalty: 4531.532715
	Iteration 36Q: 3 clusters Score -1186562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1186561.625000 Penalty: 4531.532715
	Iteration 37Q: 3 clusters Score -1186562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1186560.250000 Penalty: 4531.532715
	Iteration 38Q: 3 clusters Score -1186560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1186562.375000 Penalty: 4531.532715
	Iteration 39Q: 3 clusters Score -1186562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1186566.625000 Penalty: 4531.532715
	Iteration 40F: 3 clusters Score -1186567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1186565.250000 Penalty: 4531.532715
	Iteration 41Q: 3 clusters Score -1186565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1186566.250000 Penalty: 4531.532715
	Iteration 42Q: 3 clusters Score -1186566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1186570.000000 Penalty: 4531.532715
	Iteration 43Q: 3 clusters Score -1186570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1186569.500000 Penalty: 4531.532715
	Iteration 44Q: 3 clusters Score -1186570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1186570.750000 Penalty: 4531.532715
	Iteration 45Q: 3 clusters Score -1186571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1186570.375000 Penalty: 4531.532715
	Iteration 46Q: 3 clusters Score -1186570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1186570.875000 Penalty: 4531.532715
	Iteration 47Q: 3 clusters Score -1186571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1186570.250000 Penalty: 4531.532715
	Iteration 48Q: 3 clusters Score -1186570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1186570.250000 Penalty: 4531.532715
	Iteration 49Q: 3 clusters Score -1186570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1186572.125000 Penalty: 4531.532715
	Iteration 50Q: 3 clusters Score -1186572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1186571.875000 Penalty: 4531.532715
	Iteration 51Q: 3 clusters Score -1186572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1186570.750000 Penalty: 4531.532715
	Iteration 52Q: 3 clusters Score -1186571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1186572.250000 Penalty: 4531.532715
	Iteration 53Q: 3 clusters Score -1186572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1186572.000000 Penalty: 4531.532715
	Iteration 54Q: 3 clusters Score -1186572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1186572.500000 Penalty: 4531.532715
	Iteration 55Q: 3 clusters Score -1186572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1186573.125000 Penalty: 4531.532715
	Iteration 56Q: 3 clusters Score -1186573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1186573.750000 Penalty: 4531.532715
	Iteration 57Q: 3 clusters Score -1186574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1186575.125000 Penalty: 4531.532715
	Iteration 58Q: 3 clusters Score -1186575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1186576.750000 Penalty: 4531.532715
	Iteration 59Q: 3 clusters Score -1186577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1186577.750000 Penalty: 4531.532715
	Iteration 60F: 3 clusters Score -1186578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1186578.000000 Penalty: 4531.532715
	Iteration 61Q: 3 clusters Score -1186578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1186580.625000 Penalty: 4531.532715
	Iteration 62Q: 3 clusters Score -1186581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1186583.125000 Penalty: 4531.532715
	Iteration 63Q: 3 clusters Score -1186583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1186582.750000 Penalty: 4531.532715
	Iteration 64Q: 3 clusters Score -1186583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1186583.875000 Penalty: 4531.532715
	Iteration 65Q: 3 clusters Score -1186584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1186583.000000 Penalty: 4531.532715
	Iteration 66Q: 3 clusters Score -1186583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1186585.375000 Penalty: 4531.532715
	Iteration 67Q: 3 clusters Score -1186585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1186584.875000 Penalty: 4531.532715
	Iteration 68Q: 3 clusters Score -1186585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1186586.250000 Penalty: 4531.532715
	Iteration 69Q: 3 clusters Score -1186586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1186586.250000 Penalty: 4531.532715
	Iteration 70F: 3 clusters Score -1186586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Entering Unmasked Estep 
Score: -6067315.000000 Penalty: 2666.249756
	Iteration 0F: 2 clusters Score -6067315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -6035873.500000 Penalty: 5332.499512
	Iteration 0F: 3 clusters Score -6035874 nChanged 21581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -6047684.000000 Penalty: 5332.499512
	Iteration 1F: 3 clusters Score -6047684 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -6048203.000000 Penalty: 5332.499512
	Iteration 2Q: 3 clusters Score -6048203 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -6048696.500000 Penalty: 5332.499512
	Iteration 3Q: 3 clusters Score -6048696 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -6049271.000000 Penalty: 5332.499512
	Iteration 4Q: 3 clusters Score -6049271 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -6049885.000000 Penalty: 5332.499512
	Iteration 5Q: 3 clusters Score -6049885 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -6050686.000000 Penalty: 5332.499512
	Iteration 6Q: 3 clusters Score -6050686 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -6051740.500000 Penalty: 5332.499512
	Iteration 7Q: 3 clusters Score -6051740 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -6053315.000000 Penalty: 5332.499512
	Iteration 8F: 3 clusters Score -6053315 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -6055474.500000 Penalty: 5332.499512
	Iteration 9F: 3 clusters Score -6055474 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -6058228.500000 Penalty: 5332.499512
	Iteration 10F: 3 clusters Score -6058228 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -6061110.500000 Penalty: 5332.499512
	Iteration 11F: 3 clusters Score -6061110 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6063278.000000 Penalty: 5332.499512
	Iteration 12F: 3 clusters Score -6063278 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6064513.000000 Penalty: 5332.499512
	Iteration 13Q: 3 clusters Score -6064513 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6064965.000000 Penalty: 5332.499512
	Iteration 14Q: 3 clusters Score -6064965 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6065133.000000 Penalty: 5332.499512
	Iteration 15Q: 3 clusters Score -6065133 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6065220.500000 Penalty: 5332.499512
	Iteration 16Q: 3 clusters Score -6065220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6065262.000000 Penalty: 5332.499512
	Iteration 17Q: 3 clusters Score -6065262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6065288.000000 Penalty: 5332.499512
	Iteration 18Q: 3 clusters Score -6065288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6065308.500000 Penalty: 5332.499512
	Iteration 19Q: 3 clusters Score -6065308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6065323.500000 Penalty: 5332.499512
	Iteration 20F: 3 clusters Score -6065324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6065317.500000 Penalty: 5332.499512
	Iteration 21Q: 3 clusters Score -6065318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6065320.500000 Penalty: 5332.499512
	Iteration 22Q: 3 clusters Score -6065320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6065320.000000 Penalty: 5332.499512
	Iteration 23Q: 3 clusters Score -6065320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6065324.000000 Penalty: 5332.499512
	Iteration 24Q: 3 clusters Score -6065324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6065318.500000 Penalty: 5332.499512
	Iteration 25Q: 3 clusters Score -6065318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6065320.000000 Penalty: 5332.499512
	Iteration 26Q: 3 clusters Score -6065320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6065320.000000 Penalty: 5332.499512
	Iteration 27F: 3 clusters Score -6065320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Entering Unmasked Estep 
Score: -6952593.000000 Penalty: 2695.645752
	Iteration 0F: 2 clusters Score -6952593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -6917286.500000 Penalty: 5391.291504
	Iteration 0F: 3 clusters Score -6917286 nChanged 24167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6930514.500000 Penalty: 5391.291504
	Iteration 1F: 3 clusters Score -6930514 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -6931040.500000 Penalty: 5391.291504
	Iteration 2Q: 3 clusters Score -6931040 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -6931568.500000 Penalty: 5391.291504
	Iteration 3Q: 3 clusters Score -6931568 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -6932205.500000 Penalty: 5391.291504
	Iteration 4Q: 3 clusters Score -6932206 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -6933113.500000 Penalty: 5391.291504
	Iteration 5Q: 3 clusters Score -6933114 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6934503.500000 Penalty: 5391.291504
	Iteration 6F: 3 clusters Score -6934504 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -6936763.000000 Penalty: 5391.291504
	Iteration 7F: 3 clusters Score -6936763 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -6939894.500000 Penalty: 5391.291504
	Iteration 8F: 3 clusters Score -6939894 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -6943385.500000 Penalty: 5391.291504
	Iteration 9F: 3 clusters Score -6943386 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -6946346.500000 Penalty: 5391.291504
	Iteration 10F: 3 clusters Score -6946346 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6948303.500000 Penalty: 5391.291504
	Iteration 11Q: 3 clusters Score -6948304 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6949244.000000 Penalty: 5391.291504
	Iteration 12Q: 3 clusters Score -6949244 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6949768.500000 Penalty: 5391.291504
	Iteration 13Q: 3 clusters Score -6949768 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6949982.500000 Penalty: 5391.291504
	Iteration 14Q: 3 clusters Score -6949982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6950075.000000 Penalty: 5391.291504
	Iteration 15Q: 3 clusters Score -6950075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6950134.500000 Penalty: 5391.291504
	Iteration 16Q: 3 clusters Score -6950134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6950163.000000 Penalty: 5391.291504
	Iteration 17Q: 3 clusters Score -6950163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6950210.500000 Penalty: 5391.291504
	Iteration 18Q: 3 clusters Score -6950210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6950246.500000 Penalty: 5391.291504
	Iteration 19Q: 3 clusters Score -6950246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6950252.000000 Penalty: 5391.291504
	Iteration 20F: 3 clusters Score -6950252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6950269.000000 Penalty: 5391.291504
	Iteration 21Q: 3 clusters Score -6950269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6950274.500000 Penalty: 5391.291504
	Iteration 22Q: 3 clusters Score -6950274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6950280.000000 Penalty: 5391.291504
	Iteration 23Q: 3 clusters Score -6950280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6950286.500000 Penalty: 5391.291504
	Iteration 24Q: 3 clusters Score -6950286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6950291.000000 Penalty: 5391.291504
	Iteration 25Q: 3 clusters Score -6950291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6950294.000000 Penalty: 5391.291504
	Iteration 26Q: 3 clusters Score -6950294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6950301.000000 Penalty: 5391.291504
	Iteration 27Q: 3 clusters Score -6950301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6950305.000000 Penalty: 5391.291504
	Iteration 28Q: 3 clusters Score -6950305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6950308.500000 Penalty: 5391.291504
	Iteration 29Q: 3 clusters Score -6950308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6950317.000000 Penalty: 5391.291504
	Iteration 30Q: 3 clusters Score -6950317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6950314.500000 Penalty: 5391.291504
	Iteration 31Q: 3 clusters Score -6950314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6950324.000000 Penalty: 5391.291504
	Iteration 32Q: 3 clusters Score -6950324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6950334.500000 Penalty: 5391.291504
	Iteration 33Q: 3 clusters Score -6950334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6950337.000000 Penalty: 5391.291504
	Iteration 34Q: 3 clusters Score -6950337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6950348.500000 Penalty: 5391.291504
	Iteration 35Q: 3 clusters Score -6950348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6950357.000000 Penalty: 5391.291504
	Iteration 36Q: 3 clusters Score -6950357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6950359.500000 Penalty: 5391.291504
	Iteration 37Q: 3 clusters Score -6950360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6950363.500000 Penalty: 5391.291504
	Iteration 38Q: 3 clusters Score -6950364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6950369.000000 Penalty: 5391.291504
	Iteration 39Q: 3 clusters Score -6950369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6950373.500000 Penalty: 5391.291504
	Iteration 40F: 3 clusters Score -6950374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6950375.500000 Penalty: 5391.291504
	Iteration 41Q: 3 clusters Score -6950376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6950379.500000 Penalty: 5391.291504
	Iteration 42Q: 3 clusters Score -6950380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6950377.000000 Penalty: 5391.291504
	Iteration 43Q: 3 clusters Score -6950377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6950378.000000 Penalty: 5391.291504
	Iteration 44Q: 3 clusters Score -6950378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6950378.000000 Penalty: 5391.291504
	Iteration 45F: 3 clusters Score -6950378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -63933.542969 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -63933.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62379.507812 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -62379.51 nChanged 137
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: -62721.015625 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -62721.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62941.187500 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -62941.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63084.769531 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -63084.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63175.691406 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -63175.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63231.402344 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -63231.4 nChanged 9
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: -63266.535156 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -63266.54 nChanged 6
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: -63291.699219 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -63291.7 nChanged 5
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: -63327.445312 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -63327.45 nChanged 7
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: -63427.960938 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -63427.96 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: -63436.425781 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -63436.43 nChanged 5
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: -63449.449219 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -63449.45 nChanged 2
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: -63454.496094 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -63454.5 nChanged 3
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: -63459.664062 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -63459.66 nChanged 3
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: -63479.902344 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -63479.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63524.789062 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -63524.79 nChanged 4
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: -63550.699219 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -63550.7 nChanged 5
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: -63570.570312 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -63570.57 nChanged 1
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: -63571.996094 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -63572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63576.699219 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -63576.7 nChanged 1
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: -63581.390625 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -63581.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -326569.250000 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -326569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -323603.843750 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -323603.8 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -324194.875000 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -324194.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -324362.625000 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -324362.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -324466.218750 Penalty: 3877.941406
	Iteration 3Q: 3 clusters Score -324466.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -324528.375000 Penalty: 3877.941406
	Iteration 4Q: 3 clusters Score -324528.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -324574.531250 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -324574.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -324613.718750 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -324613.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -324636.750000 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -324636.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -324657.062500 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -324657.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -324684.593750 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -324684.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -324709.062500 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -324709.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -324727.781250 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -324727.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -324741.125000 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -324741.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -324749.250000 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -324749.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -324752.750000 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -324752.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -324757.812500 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -324757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -324764.562500 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -324764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -324769.000000 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -324769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -324775.687500 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -324775.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -324781.406250 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -324781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -324793.937500 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -324793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -324821.937500 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -324821.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -324833.531250 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -324833.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324841.218750 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -324841.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -324849.625000 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -324849.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -324856.343750 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -324856.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324863.250000 Penalty: 3877.941406
	Iteration 26Q: 3 clusters Score -324863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -324866.000000 Penalty: 3877.941406
	Iteration 27Q: 3 clusters Score -324866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -324868.312500 Penalty: 3877.941406
	Iteration 28Q: 3 clusters Score -324868.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -324869.781250 Penalty: 3877.941406
	Iteration 29Q: 3 clusters Score -324869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -324871.687500 Penalty: 3877.941406
	Iteration 30Q: 3 clusters Score -324871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -324872.906250 Penalty: 3877.941406
	Iteration 31Q: 3 clusters Score -324872.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -324873.312500 Penalty: 3877.941406
	Iteration 32Q: 3 clusters Score -324873.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -324873.312500 Penalty: 3877.941406
	Iteration 33F: 3 clusters Score -324873.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -79221.265625 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -79221.27 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 365 members 
Entering Unmasked Estep 
Score: -77582.484375 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -77582.48 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78065.414062 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -78065.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78382.007812 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -78382.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78732.726562 Penalty: 3271.507080
	Iteration 3F: 3 clusters Score -78732.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79006.359375 Penalty: 3271.507080
	Iteration 4F: 3 clusters Score -79006.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79427.531250 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -79427.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79658.898438 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -79658.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79769.796875 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -79769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79869.375000 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -79869.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79928.882812 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -79928.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79929.250000 Penalty: 3271.507080
	Iteration 10F: 3 clusters Score -79929.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -79933.054688 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -79933.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -79933.054688 Penalty: 3271.507080
	Iteration 12F: 3 clusters Score -79933.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73473 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18674 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38674 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 169319 members 
Mstep: Class 17 contains 27475 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52551 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 280 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193228 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 452 members 
Entering Unmasked Estep 
Score: -133241576.000000 Penalty: 96125.335938
Splitting cluster 24 changes total score from -133242816.000000 to -133241576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -31426.761719 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -31426.76 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 172 members 
Entering Unmasked Estep 
Score: -30180.357422 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -30180.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30347.691406 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -30347.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30433.035156 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -30433.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30484.560547 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -30484.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30509.890625 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -30509.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30534.039062 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -30534.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30547.648438 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -30547.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30556.001953 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -30556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30557.933594 Penalty: 2891.156982
	Iteration 8Q: 3 clusters Score -30557.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30557.933594 Penalty: 2891.156982
	Iteration 9F: 3 clusters Score -30557.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (193228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193228 members 
Entering Unmasked Estep 
Score: -25654412.000000 Penalty: 3018.563232
	Iteration 0F: 2 clusters Score -2.565441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -25527746.000000 Penalty: 6037.126465
	Iteration 0F: 3 clusters Score -2.552775e+07 nChanged 93018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -25582092.000000 Penalty: 6037.126465
	Iteration 1F: 3 clusters Score -2.558209e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102298 members 
Mstep: Class 2 contains 90930 members 
Entering Unmasked Estep 
Score: -25583220.000000 Penalty: 6037.126465
	Iteration 2Q: 3 clusters Score -2.558322e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -25584834.000000 Penalty: 6037.126465
	Iteration 3Q: 3 clusters Score -2.558483e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110738 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -25587388.000000 Penalty: 6037.126465
	Iteration 4Q: 3 clusters Score -2.558739e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -25592036.000000 Penalty: 6037.126465
	Iteration 5F: 3 clusters Score -2.559204e+07 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130357 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -25600882.000000 Penalty: 6037.126465
	Iteration 6F: 3 clusters Score -2.560088e+07 nChanged 16172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145355 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -25613874.000000 Penalty: 6037.126465
	Iteration 7F: 3 clusters Score -2.561387e+07 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -25629256.000000 Penalty: 6037.126465
	Iteration 8F: 3 clusters Score -2.562926e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -25641394.000000 Penalty: 6037.126465
	Iteration 9F: 3 clusters Score -2.564139e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179223 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -25647906.000000 Penalty: 6037.126465
	Iteration 10Q: 3 clusters Score -2.564791e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182179 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -25650332.000000 Penalty: 6037.126465
	Iteration 11Q: 3 clusters Score -2.565033e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183983 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -25651448.000000 Penalty: 6037.126465
	Iteration 12Q: 3 clusters Score -2.565145e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185300 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -25651894.000000 Penalty: 6037.126465
	Iteration 13Q: 3 clusters Score -2.565189e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186358 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -25652204.000000 Penalty: 6037.126465
	Iteration 14Q: 3 clusters Score -2.56522e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187186 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -25652330.000000 Penalty: 6037.126465
	Iteration 15Q: 3 clusters Score -2.565233e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -25652470.000000 Penalty: 6037.126465
	Iteration 16Q: 3 clusters Score -2.565247e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188386 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -25652564.000000 Penalty: 6037.126465
	Iteration 17Q: 3 clusters Score -2.565256e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188804 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -25652610.000000 Penalty: 6037.126465
	Iteration 18Q: 3 clusters Score -2.565261e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189170 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -25652552.000000 Penalty: 6037.126465
	Iteration 19Q: 3 clusters Score -2.565255e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189487 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -25652632.000000 Penalty: 6037.126465
	Iteration 20F: 3 clusters Score -2.565263e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189728 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -25652656.000000 Penalty: 6037.126465
	Iteration 21Q: 3 clusters Score -2.565266e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189941 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -25652674.000000 Penalty: 6037.126465
	Iteration 22Q: 3 clusters Score -2.565267e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190097 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -25652740.000000 Penalty: 6037.126465
	Iteration 23Q: 3 clusters Score -2.565274e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190216 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -25652700.000000 Penalty: 6037.126465
	Iteration 24Q: 3 clusters Score -2.56527e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190323 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -25652694.000000 Penalty: 6037.126465
	Iteration 25Q: 3 clusters Score -2.565269e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190424 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -25652666.000000 Penalty: 6037.126465
	Iteration 26Q: 3 clusters Score -2.565267e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190507 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -25652658.000000 Penalty: 6037.126465
	Iteration 27Q: 3 clusters Score -2.565266e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190575 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -25652582.000000 Penalty: 6037.126465
	Iteration 28Q: 3 clusters Score -2.565258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190630 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -25652592.000000 Penalty: 6037.126465
	Iteration 29Q: 3 clusters Score -2.565259e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190675 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -25652570.000000 Penalty: 6037.126465
	Iteration 30Q: 3 clusters Score -2.565257e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190722 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -25652618.000000 Penalty: 6037.126465
	Iteration 31Q: 3 clusters Score -2.565262e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190764 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25652604.000000 Penalty: 6037.126465
	Iteration 32Q: 3 clusters Score -2.56526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190785 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -25652598.000000 Penalty: 6037.126465
	Iteration 33Q: 3 clusters Score -2.56526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190807 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -25652606.000000 Penalty: 6037.126465
	Iteration 34Q: 3 clusters Score -2.565261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190822 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -25652602.000000 Penalty: 6037.126465
	Iteration 35Q: 3 clusters Score -2.56526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190839 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -25652598.000000 Penalty: 6037.126465
	Iteration 36Q: 3 clusters Score -2.56526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190863 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -25652604.000000 Penalty: 6037.126465
	Iteration 37Q: 3 clusters Score -2.56526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190883 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -25652602.000000 Penalty: 6037.126465
	Iteration 38Q: 3 clusters Score -2.56526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190912 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -25652624.000000 Penalty: 6037.126465
	Iteration 39Q: 3 clusters Score -2.565262e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190940 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -25652630.000000 Penalty: 6037.126465
	Iteration 40F: 3 clusters Score -2.565263e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190968 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -25652644.000000 Penalty: 6037.126465
	Iteration 41Q: 3 clusters Score -2.565264e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190991 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -25652638.000000 Penalty: 6037.126465
	Iteration 42Q: 3 clusters Score -2.565264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191006 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -25652644.000000 Penalty: 6037.126465
	Iteration 43Q: 3 clusters Score -2.565264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191013 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -25652650.000000 Penalty: 6037.126465
	Iteration 44Q: 3 clusters Score -2.565265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191023 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -25652660.000000 Penalty: 6037.126465
	Iteration 45Q: 3 clusters Score -2.565266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191034 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -25652656.000000 Penalty: 6037.126465
	Iteration 46Q: 3 clusters Score -2.565266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191041 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -25652634.000000 Penalty: 6037.126465
	Iteration 47Q: 3 clusters Score -2.565263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191044 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -25652642.000000 Penalty: 6037.126465
	Iteration 48Q: 3 clusters Score -2.565264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191050 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -25652628.000000 Penalty: 6037.126465
	Iteration 49Q: 3 clusters Score -2.565263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191056 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -25652630.000000 Penalty: 6037.126465
	Iteration 50Q: 3 clusters Score -2.565263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191062 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -25652648.000000 Penalty: 6037.126465
	Iteration 51Q: 3 clusters Score -2.565265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191068 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -25652628.000000 Penalty: 6037.126465
	Iteration 52Q: 3 clusters Score -2.565263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191078 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -25652636.000000 Penalty: 6037.126465
	Iteration 53Q: 3 clusters Score -2.565264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191085 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -25652646.000000 Penalty: 6037.126465
	Iteration 54Q: 3 clusters Score -2.565265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191089 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -25652646.000000 Penalty: 6037.126465
	Iteration 55Q: 3 clusters Score -2.565265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191093 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -25652648.000000 Penalty: 6037.126465
	Iteration 56Q: 3 clusters Score -2.565265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191096 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -25652654.000000 Penalty: 6037.126465
	Iteration 57Q: 3 clusters Score -2.565265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191098 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -25652642.000000 Penalty: 6037.126465
	Iteration 58Q: 3 clusters Score -2.565264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191101 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -25652648.000000 Penalty: 6037.126465
	Iteration 59Q: 3 clusters Score -2.565265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191103 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -25652646.000000 Penalty: 6037.126465
	Iteration 60F: 3 clusters Score -2.565265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69611.265625 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69611.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68018.148438 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -68018.15 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68411.875000 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -68411.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68624.671875 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -68624.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68740.093750 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -68740.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68800.039062 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -68800.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68865.140625 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -68865.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68937.257812 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -68937.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69010.609375 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -69010.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69179.734375 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -69179.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69307.257812 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -69307.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69371.984375 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -69371.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69407.078125 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -69407.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69424.953125 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -69424.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69450.031250 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -69450.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69462.320312 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -69462.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69462.320312 Penalty: 3191.535156
	Iteration 15F: 3 clusters Score -69462.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73473 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18674 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38674 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 169319 members 
Mstep: Class 17 contains 27475 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52551 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193228 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242760.000000 Penalty: 92692.289062
Iteration 399Q: 28 clusters Score -1.332428e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20033 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194603 members 
Mstep: Class 5 contains 46715 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73465 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18675 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38672 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 169312 members 
Mstep: Class 17 contains 27478 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52550 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193241 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242784.000000 Penalty: 92692.289062
Iteration 400F: 28 clusters Score -1.332428e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20033 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46710 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73465 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18676 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38674 members 
Mstep: Class 15 contains 52008 members 
Mstep: Class 16 contains 169306 members 
Mstep: Class 17 contains 27479 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193248 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242728.000000 Penalty: 92692.289062
Iteration 401Q: 28 clusters Score -1.332427e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20033 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46710 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73466 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18677 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38673 members 
Mstep: Class 15 contains 52008 members 
Mstep: Class 16 contains 169299 members 
Mstep: Class 17 contains 27480 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46676 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193254 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242688.000000 Penalty: 92692.289062
Iteration 402Q: 28 clusters Score -1.332427e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46707 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73467 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18678 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38675 members 
Mstep: Class 15 contains 52008 members 
Mstep: Class 16 contains 169295 members 
Mstep: Class 17 contains 27480 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193257 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242696.000000 Penalty: 92692.289062
Iteration 403Q: 28 clusters Score -1.332427e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20031 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46707 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73467 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18678 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38674 members 
Mstep: Class 15 contains 52008 members 
Mstep: Class 16 contains 169296 members 
Mstep: Class 17 contains 27480 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193258 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242736.000000 Penalty: 92692.289062
Iteration 404Q: 28 clusters Score -1.332427e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20031 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46707 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73468 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18678 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38676 members 
Mstep: Class 15 contains 52006 members 
Mstep: Class 16 contains 169292 members 
Mstep: Class 17 contains 27482 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46676 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193260 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242728.000000 Penalty: 92692.289062
Iteration 405Q: 28 clusters Score -1.332427e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20031 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46708 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73470 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18678 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38675 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 169287 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193260 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242736.000000 Penalty: 92692.289062
Iteration 406Q: 28 clusters Score -1.332427e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46708 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73468 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18679 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38672 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 169286 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46678 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193262 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242736.000000 Penalty: 92692.289062
Iteration 407Q: 28 clusters Score -1.332427e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46709 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73469 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18679 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38669 members 
Mstep: Class 15 contains 52007 members 
Mstep: Class 16 contains 169283 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193268 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242672.000000 Penalty: 92692.289062
Iteration 408Q: 28 clusters Score -1.332427e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22648 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46708 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73469 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18679 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38668 members 
Mstep: Class 15 contains 52006 members 
Mstep: Class 16 contains 169282 members 
Mstep: Class 17 contains 27485 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46676 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193273 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242728.000000 Penalty: 92692.289062
Iteration 409Q: 28 clusters Score -1.332427e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22649 members 
Mstep: Class 4 contains 194604 members 
Mstep: Class 5 contains 46710 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73467 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18679 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40649 members 
Mstep: Class 14 contains 38667 members 
Mstep: Class 15 contains 52004 members 
Mstep: Class 16 contains 169275 members 
Mstep: Class 17 contains 27487 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193279 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242712.000000 Penalty: 92692.289062
Iteration 410Q: 28 clusters Score -1.332427e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22649 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46713 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73464 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 38667 members 
Mstep: Class 15 contains 52005 members 
Mstep: Class 16 contains 169269 members 
Mstep: Class 17 contains 27488 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46678 members 
Mstep: Class 21 contains 52549 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193280 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242696.000000 Penalty: 92692.289062
Iteration 411Q: 28 clusters Score -1.332427e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22649 members 
Mstep: Class 4 contains 194606 members 
Mstep: Class 5 contains 46717 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73461 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40652 members 
Mstep: Class 14 contains 38666 members 
Mstep: Class 15 contains 52003 members 
Mstep: Class 16 contains 169266 members 
Mstep: Class 17 contains 27487 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193282 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242720.000000 Penalty: 92692.289062
Iteration 412Q: 28 clusters Score -1.332427e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22650 members 
Mstep: Class 4 contains 194606 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73463 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38665 members 
Mstep: Class 15 contains 52003 members 
Mstep: Class 16 contains 169259 members 
Mstep: Class 17 contains 27486 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46681 members 
Mstep: Class 21 contains 52547 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193288 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242696.000000 Penalty: 92692.289062
Iteration 413Q: 28 clusters Score -1.332427e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46715 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38663 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169256 members 
Mstep: Class 17 contains 27485 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46681 members 
Mstep: Class 21 contains 52547 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193297 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242696.000000 Penalty: 92692.289062
Iteration 414Q: 28 clusters Score -1.332427e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46715 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38663 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169256 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52547 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193300 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242752.000000 Penalty: 92692.289062
Iteration 415Q: 28 clusters Score -1.332428e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46715 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38661 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169259 members 
Mstep: Class 17 contains 27480 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52547 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193302 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242696.000000 Penalty: 92692.289062
Iteration 416Q: 28 clusters Score -1.332427e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46715 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38657 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169260 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193303 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242760.000000 Penalty: 92692.289062
Iteration 417Q: 28 clusters Score -1.332428e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38657 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169261 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193303 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242752.000000 Penalty: 92692.289062
Iteration 418Q: 28 clusters Score -1.332428e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38656 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169262 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193303 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242744.000000 Penalty: 92692.289062
Iteration 419Q: 28 clusters Score -1.332427e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38656 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169262 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193303 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133242744.000000 Penalty: 92692.289062
Iteration 420F: 28 clusters Score -1.332427e+08 nChanged 0
Entering ConstructFrom: 
Score: -133242744.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -596304.312500 Penalty: 2098.024414
	Iteration 0F: 2 clusters Score -596304.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -592006.375000 Penalty: 4196.048828
	Iteration 0F: 3 clusters Score -592006.4 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -593302.750000 Penalty: 4196.048828
	Iteration 1F: 3 clusters Score -593302.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -594105.625000 Penalty: 4196.048828
	Iteration 2F: 3 clusters Score -594105.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -595026.187500 Penalty: 4196.048828
	Iteration 3F: 3 clusters Score -595026.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -595716.375000 Penalty: 4196.048828
	Iteration 4F: 3 clusters Score -595716.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -596022.625000 Penalty: 4196.048828
	Iteration 5F: 3 clusters Score -596022.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -596137.125000 Penalty: 4196.048828
	Iteration 6Q: 3 clusters Score -596137.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -596194.687500 Penalty: 4196.048828
	Iteration 7Q: 3 clusters Score -596194.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -596237.125000 Penalty: 4196.048828
	Iteration 8Q: 3 clusters Score -596237.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -596272.437500 Penalty: 4196.048828
	Iteration 9Q: 3 clusters Score -596272.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -596295.000000 Penalty: 4196.048828
	Iteration 10Q: 3 clusters Score -596295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -596310.250000 Penalty: 4196.048828
	Iteration 11Q: 3 clusters Score -596310.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -596327.500000 Penalty: 4196.048828
	Iteration 12Q: 3 clusters Score -596327.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -596345.687500 Penalty: 4196.048828
	Iteration 13Q: 3 clusters Score -596345.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -596353.125000 Penalty: 4196.048828
	Iteration 14Q: 3 clusters Score -596353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -596360.250000 Penalty: 4196.048828
	Iteration 15Q: 3 clusters Score -596360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -596363.625000 Penalty: 4196.048828
	Iteration 16Q: 3 clusters Score -596363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -596366.875000 Penalty: 4196.048828
	Iteration 17Q: 3 clusters Score -596366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -596366.437500 Penalty: 4196.048828
	Iteration 18Q: 3 clusters Score -596366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -596366.437500 Penalty: 4196.048828
	Iteration 19F: 3 clusters Score -596366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38656 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169262 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193303 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 2807 members 
Entering Unmasked Estep 
Score: -133241536.000000 Penalty: 96125.335938
Splitting cluster 1 changes total score from -133242744.000000 to -133241536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (20032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Entering Unmasked Estep 
Score: -2700963.000000 Penalty: 2456.461426
	Iteration 0F: 2 clusters Score -2700963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2686896.750000 Penalty: 4912.922852
	Iteration 0F: 3 clusters Score -2686897 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2691725.250000 Penalty: 4912.922852
	Iteration 1F: 3 clusters Score -2691725 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2692123.750000 Penalty: 4912.922852
	Iteration 2F: 3 clusters Score -2692124 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2692446.000000 Penalty: 4912.922852
	Iteration 3Q: 3 clusters Score -2692446 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2692684.750000 Penalty: 4912.922852
	Iteration 4Q: 3 clusters Score -2692685 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2692913.750000 Penalty: 4912.922852
	Iteration 5Q: 3 clusters Score -2692914 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2693142.500000 Penalty: 4912.922852
	Iteration 6Q: 3 clusters Score -2693142 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2693380.000000 Penalty: 4912.922852
	Iteration 7Q: 3 clusters Score -2693380 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2693627.500000 Penalty: 4912.922852
	Iteration 8Q: 3 clusters Score -2693628 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2693963.500000 Penalty: 4912.922852
	Iteration 9Q: 3 clusters Score -2693964 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2694448.500000 Penalty: 4912.922852
	Iteration 10Q: 3 clusters Score -2694448 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2695035.250000 Penalty: 4912.922852
	Iteration 11Q: 3 clusters Score -2695035 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2695741.250000 Penalty: 4912.922852
	Iteration 12F: 3 clusters Score -2695741 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2696458.000000 Penalty: 4912.922852
	Iteration 13F: 3 clusters Score -2696458 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2696991.000000 Penalty: 4912.922852
	Iteration 14Q: 3 clusters Score -2696991 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2697365.000000 Penalty: 4912.922852
	Iteration 15Q: 3 clusters Score -2697365 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2697670.500000 Penalty: 4912.922852
	Iteration 16Q: 3 clusters Score -2697670 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2697938.250000 Penalty: 4912.922852
	Iteration 17Q: 3 clusters Score -2697938 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2698135.500000 Penalty: 4912.922852
	Iteration 18Q: 3 clusters Score -2698136 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2698301.250000 Penalty: 4912.922852
	Iteration 19Q: 3 clusters Score -2698301 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2698443.750000 Penalty: 4912.922852
	Iteration 20F: 3 clusters Score -2698444 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2698568.750000 Penalty: 4912.922852
	Iteration 21Q: 3 clusters Score -2698569 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2698686.750000 Penalty: 4912.922852
	Iteration 22Q: 3 clusters Score -2698687 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2698787.500000 Penalty: 4912.922852
	Iteration 23Q: 3 clusters Score -2698788 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2698903.500000 Penalty: 4912.922852
	Iteration 24Q: 3 clusters Score -2698904 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2699019.000000 Penalty: 4912.922852
	Iteration 25Q: 3 clusters Score -2699019 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2699131.750000 Penalty: 4912.922852
	Iteration 26Q: 3 clusters Score -2699132 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2699249.500000 Penalty: 4912.922852
	Iteration 27Q: 3 clusters Score -2699250 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2699322.000000 Penalty: 4912.922852
	Iteration 28Q: 3 clusters Score -2699322 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2699398.750000 Penalty: 4912.922852
	Iteration 29Q: 3 clusters Score -2699399 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2699474.500000 Penalty: 4912.922852
	Iteration 30Q: 3 clusters Score -2699474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2699519.500000 Penalty: 4912.922852
	Iteration 31Q: 3 clusters Score -2699520 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2699573.750000 Penalty: 4912.922852
	Iteration 32Q: 3 clusters Score -2699574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2699603.750000 Penalty: 4912.922852
	Iteration 33Q: 3 clusters Score -2699604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2699641.000000 Penalty: 4912.922852
	Iteration 34Q: 3 clusters Score -2699641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2699668.000000 Penalty: 4912.922852
	Iteration 35Q: 3 clusters Score -2699668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2699686.500000 Penalty: 4912.922852
	Iteration 36Q: 3 clusters Score -2699686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2699698.500000 Penalty: 4912.922852
	Iteration 37Q: 3 clusters Score -2699698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2699719.000000 Penalty: 4912.922852
	Iteration 38Q: 3 clusters Score -2699719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2699721.250000 Penalty: 4912.922852
	Iteration 39Q: 3 clusters Score -2699721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2699736.500000 Penalty: 4912.922852
	Iteration 40F: 3 clusters Score -2699736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2699745.750000 Penalty: 4912.922852
	Iteration 41Q: 3 clusters Score -2699746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2699761.500000 Penalty: 4912.922852
	Iteration 42Q: 3 clusters Score -2699762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2699771.500000 Penalty: 4912.922852
	Iteration 43Q: 3 clusters Score -2699772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2699776.750000 Penalty: 4912.922852
	Iteration 44Q: 3 clusters Score -2699777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2699781.000000 Penalty: 4912.922852
	Iteration 45Q: 3 clusters Score -2699781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2699786.000000 Penalty: 4912.922852
	Iteration 46Q: 3 clusters Score -2699786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2699784.500000 Penalty: 4912.922852
	Iteration 47Q: 3 clusters Score -2699784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2699786.250000 Penalty: 4912.922852
	Iteration 48Q: 3 clusters Score -2699786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2699788.000000 Penalty: 4912.922852
	Iteration 49Q: 3 clusters Score -2699788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2699788.750000 Penalty: 4912.922852
	Iteration 50Q: 3 clusters Score -2699789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2699790.750000 Penalty: 4912.922852
	Iteration 51Q: 3 clusters Score -2699791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2699788.750000 Penalty: 4912.922852
	Iteration 52Q: 3 clusters Score -2699789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2699790.000000 Penalty: 4912.922852
	Iteration 53Q: 3 clusters Score -2699790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2699790.000000 Penalty: 4912.922852
	Iteration 54F: 3 clusters Score -2699790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Entering Unmasked Estep 
Score: -2825251.250000 Penalty: 2486.933838
	Iteration 0F: 2 clusters Score -2825251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2809527.750000 Penalty: 4973.867676
	Iteration 0F: 3 clusters Score -2809528 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2815052.000000 Penalty: 4973.867676
	Iteration 1F: 3 clusters Score -2815052 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2815594.500000 Penalty: 4973.867676
	Iteration 2F: 3 clusters Score -2815594 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2816078.750000 Penalty: 4973.867676
	Iteration 3Q: 3 clusters Score -2816079 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2816520.000000 Penalty: 4973.867676
	Iteration 4Q: 3 clusters Score -2816520 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2816987.500000 Penalty: 4973.867676
	Iteration 5Q: 3 clusters Score -2816988 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2817436.000000 Penalty: 4973.867676
	Iteration 6Q: 3 clusters Score -2817436 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2817981.750000 Penalty: 4973.867676
	Iteration 7Q: 3 clusters Score -2817982 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2818627.250000 Penalty: 4973.867676
	Iteration 8Q: 3 clusters Score -2818627 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2819284.500000 Penalty: 4973.867676
	Iteration 9Q: 3 clusters Score -2819284 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2819902.500000 Penalty: 4973.867676
	Iteration 10Q: 3 clusters Score -2819902 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2820394.000000 Penalty: 4973.867676
	Iteration 11Q: 3 clusters Score -2820394 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2820774.000000 Penalty: 4973.867676
	Iteration 12Q: 3 clusters Score -2820774 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2821049.250000 Penalty: 4973.867676
	Iteration 13Q: 3 clusters Score -2821049 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2821226.500000 Penalty: 4973.867676
	Iteration 14Q: 3 clusters Score -2821226 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2821373.000000 Penalty: 4973.867676
	Iteration 15Q: 3 clusters Score -2821373 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2821493.500000 Penalty: 4973.867676
	Iteration 16Q: 3 clusters Score -2821494 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2821603.750000 Penalty: 4973.867676
	Iteration 17Q: 3 clusters Score -2821604 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2821702.000000 Penalty: 4973.867676
	Iteration 18Q: 3 clusters Score -2821702 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2821807.250000 Penalty: 4973.867676
	Iteration 19Q: 3 clusters Score -2821807 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2821895.250000 Penalty: 4973.867676
	Iteration 20F: 3 clusters Score -2821895 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2821995.500000 Penalty: 4973.867676
	Iteration 21Q: 3 clusters Score -2821996 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2822122.750000 Penalty: 4973.867676
	Iteration 22Q: 3 clusters Score -2822123 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2822230.250000 Penalty: 4973.867676
	Iteration 23Q: 3 clusters Score -2822230 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2822352.000000 Penalty: 4973.867676
	Iteration 24Q: 3 clusters Score -2822352 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2822468.500000 Penalty: 4973.867676
	Iteration 25Q: 3 clusters Score -2822468 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2822571.250000 Penalty: 4973.867676
	Iteration 26Q: 3 clusters Score -2822571 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2822684.000000 Penalty: 4973.867676
	Iteration 27Q: 3 clusters Score -2822684 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2822781.500000 Penalty: 4973.867676
	Iteration 28Q: 3 clusters Score -2822782 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2822862.500000 Penalty: 4973.867676
	Iteration 29Q: 3 clusters Score -2822862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2822929.750000 Penalty: 4973.867676
	Iteration 30Q: 3 clusters Score -2822930 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2822986.250000 Penalty: 4973.867676
	Iteration 31Q: 3 clusters Score -2822986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2823023.750000 Penalty: 4973.867676
	Iteration 32Q: 3 clusters Score -2823024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2823058.750000 Penalty: 4973.867676
	Iteration 33Q: 3 clusters Score -2823059 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2823081.500000 Penalty: 4973.867676
	Iteration 34Q: 3 clusters Score -2823082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2823098.500000 Penalty: 4973.867676
	Iteration 35Q: 3 clusters Score -2823098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2823131.750000 Penalty: 4973.867676
	Iteration 36Q: 3 clusters Score -2823132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2823143.250000 Penalty: 4973.867676
	Iteration 37Q: 3 clusters Score -2823143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2823165.250000 Penalty: 4973.867676
	Iteration 38Q: 3 clusters Score -2823165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2823182.250000 Penalty: 4973.867676
	Iteration 39Q: 3 clusters Score -2823182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2823203.000000 Penalty: 4973.867676
	Iteration 40F: 3 clusters Score -2823203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2823207.250000 Penalty: 4973.867676
	Iteration 41Q: 3 clusters Score -2823207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2823216.750000 Penalty: 4973.867676
	Iteration 42Q: 3 clusters Score -2823217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2823229.750000 Penalty: 4973.867676
	Iteration 43Q: 3 clusters Score -2823230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2823238.250000 Penalty: 4973.867676
	Iteration 44Q: 3 clusters Score -2823238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2823248.750000 Penalty: 4973.867676
	Iteration 45Q: 3 clusters Score -2823249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2823257.500000 Penalty: 4973.867676
	Iteration 46Q: 3 clusters Score -2823258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2823263.750000 Penalty: 4973.867676
	Iteration 47Q: 3 clusters Score -2823264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2823271.250000 Penalty: 4973.867676
	Iteration 48Q: 3 clusters Score -2823271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2823271.750000 Penalty: 4973.867676
	Iteration 49Q: 3 clusters Score -2823272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2823279.750000 Penalty: 4973.867676
	Iteration 50Q: 3 clusters Score -2823280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2823286.000000 Penalty: 4973.867676
	Iteration 51Q: 3 clusters Score -2823286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2823286.500000 Penalty: 4973.867676
	Iteration 52Q: 3 clusters Score -2823286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2823289.000000 Penalty: 4973.867676
	Iteration 53Q: 3 clusters Score -2823289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2823292.250000 Penalty: 4973.867676
	Iteration 54Q: 3 clusters Score -2823292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2823292.750000 Penalty: 4973.867676
	Iteration 55Q: 3 clusters Score -2823293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2823293.500000 Penalty: 4973.867676
	Iteration 56Q: 3 clusters Score -2823294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2823291.250000 Penalty: 4973.867676
	Iteration 57Q: 3 clusters Score -2823291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2823291.250000 Penalty: 4973.867676
	Iteration 58F: 3 clusters Score -2823291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194605 members 
Entering Unmasked Estep 
Score: -25727846.000000 Penalty: 3020.324219
	Iteration 0F: 2 clusters Score -2.572785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -25619934.000000 Penalty: 6040.648438
	Iteration 0F: 3 clusters Score -2.561993e+07 nChanged 93166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -25673054.000000 Penalty: 6040.648438
	Iteration 1F: 3 clusters Score -2.567305e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -25673554.000000 Penalty: 6040.648438
	Iteration 2Q: 3 clusters Score -2.567355e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -25674230.000000 Penalty: 6040.648438
	Iteration 3Q: 3 clusters Score -2.567423e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -25674874.000000 Penalty: 6040.648438
	Iteration 4Q: 3 clusters Score -2.567487e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -25675374.000000 Penalty: 6040.648438
	Iteration 5Q: 3 clusters Score -2.567537e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104999 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -25676424.000000 Penalty: 6040.648438
	Iteration 6Q: 3 clusters Score -2.567642e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108850 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -25678124.000000 Penalty: 6040.648438
	Iteration 7Q: 3 clusters Score -2.567812e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114409 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -25680794.000000 Penalty: 6040.648438
	Iteration 8Q: 3 clusters Score -2.568079e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121831 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -25684796.000000 Penalty: 6040.648438
	Iteration 9Q: 3 clusters Score -2.56848e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130721 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -25690294.000000 Penalty: 6040.648438
	Iteration 10F: 3 clusters Score -2.569029e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139724 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -25696738.000000 Penalty: 6040.648438
	Iteration 11F: 3 clusters Score -2.569674e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147421 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -25703712.000000 Penalty: 6040.648438
	Iteration 12F: 3 clusters Score -2.570371e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -25710354.000000 Penalty: 6040.648438
	Iteration 13Q: 3 clusters Score -2.571035e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -25715186.000000 Penalty: 6040.648438
	Iteration 14Q: 3 clusters Score -2.571519e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156279 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -25717050.000000 Penalty: 6040.648438
	Iteration 15Q: 3 clusters Score -2.571705e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -25717790.000000 Penalty: 6040.648438
	Iteration 16Q: 3 clusters Score -2.571779e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -25718254.000000 Penalty: 6040.648438
	Iteration 17Q: 3 clusters Score -2.571825e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -25718588.000000 Penalty: 6040.648438
	Iteration 18Q: 3 clusters Score -2.571859e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160693 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -25718954.000000 Penalty: 6040.648438
	Iteration 19Q: 3 clusters Score -2.571895e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161919 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -25719352.000000 Penalty: 6040.648438
	Iteration 20F: 3 clusters Score -2.571935e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163234 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -25719668.000000 Penalty: 6040.648438
	Iteration 21Q: 3 clusters Score -2.571967e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164650 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -25719984.000000 Penalty: 6040.648438
	Iteration 22Q: 3 clusters Score -2.571998e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166057 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -25720426.000000 Penalty: 6040.648438
	Iteration 23Q: 3 clusters Score -2.572043e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -25720804.000000 Penalty: 6040.648438
	Iteration 24Q: 3 clusters Score -2.57208e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168960 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -25721046.000000 Penalty: 6040.648438
	Iteration 25Q: 3 clusters Score -2.572105e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170480 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -25721372.000000 Penalty: 6040.648438
	Iteration 26Q: 3 clusters Score -2.572137e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172030 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -25721836.000000 Penalty: 6040.648438
	Iteration 27Q: 3 clusters Score -2.572184e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173537 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -25722218.000000 Penalty: 6040.648438
	Iteration 28Q: 3 clusters Score -2.572222e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175083 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -25722558.000000 Penalty: 6040.648438
	Iteration 29Q: 3 clusters Score -2.572256e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176586 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -25722890.000000 Penalty: 6040.648438
	Iteration 30Q: 3 clusters Score -2.572289e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -25723138.000000 Penalty: 6040.648438
	Iteration 31Q: 3 clusters Score -2.572314e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179379 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -25723302.000000 Penalty: 6040.648438
	Iteration 32Q: 3 clusters Score -2.57233e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180613 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -25723416.000000 Penalty: 6040.648438
	Iteration 33Q: 3 clusters Score -2.572342e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181833 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -25723596.000000 Penalty: 6040.648438
	Iteration 34Q: 3 clusters Score -2.57236e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183043 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -25723612.000000 Penalty: 6040.648438
	Iteration 35Q: 3 clusters Score -2.572361e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184182 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -25723724.000000 Penalty: 6040.648438
	Iteration 36Q: 3 clusters Score -2.572372e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -25723802.000000 Penalty: 6040.648438
	Iteration 37Q: 3 clusters Score -2.57238e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186271 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -25724022.000000 Penalty: 6040.648438
	Iteration 38Q: 3 clusters Score -2.572402e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187231 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -25724166.000000 Penalty: 6040.648438
	Iteration 39Q: 3 clusters Score -2.572417e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188139 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -25724348.000000 Penalty: 6040.648438
	Iteration 40F: 3 clusters Score -2.572435e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188961 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -25724372.000000 Penalty: 6040.648438
	Iteration 41Q: 3 clusters Score -2.572437e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189737 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -25724506.000000 Penalty: 6040.648438
	Iteration 42Q: 3 clusters Score -2.572451e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190409 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -25724576.000000 Penalty: 6040.648438
	Iteration 43Q: 3 clusters Score -2.572458e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190987 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -25724604.000000 Penalty: 6040.648438
	Iteration 44Q: 3 clusters Score -2.57246e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191503 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -25724762.000000 Penalty: 6040.648438
	Iteration 45Q: 3 clusters Score -2.572476e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191975 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -25724824.000000 Penalty: 6040.648438
	Iteration 46Q: 3 clusters Score -2.572482e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192358 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -25724906.000000 Penalty: 6040.648438
	Iteration 47Q: 3 clusters Score -2.572491e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192690 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -25724998.000000 Penalty: 6040.648438
	Iteration 48Q: 3 clusters Score -2.5725e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192969 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -25725028.000000 Penalty: 6040.648438
	Iteration 49Q: 3 clusters Score -2.572503e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193160 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -25725048.000000 Penalty: 6040.648438
	Iteration 50Q: 3 clusters Score -2.572505e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193306 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -25725124.000000 Penalty: 6040.648438
	Iteration 51Q: 3 clusters Score -2.572512e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193416 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -25725168.000000 Penalty: 6040.648438
	Iteration 52Q: 3 clusters Score -2.572517e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193509 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25725168.000000 Penalty: 6040.648438
	Iteration 53Q: 3 clusters Score -2.572517e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193578 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -25725202.000000 Penalty: 6040.648438
	Iteration 54Q: 3 clusters Score -2.57252e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193642 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -25725216.000000 Penalty: 6040.648438
	Iteration 55Q: 3 clusters Score -2.572522e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193692 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -25725198.000000 Penalty: 6040.648438
	Iteration 56Q: 3 clusters Score -2.57252e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193744 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -25725246.000000 Penalty: 6040.648438
	Iteration 57Q: 3 clusters Score -2.572525e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193783 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -25725256.000000 Penalty: 6040.648438
	Iteration 58Q: 3 clusters Score -2.572526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193803 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -25725268.000000 Penalty: 6040.648438
	Iteration 59Q: 3 clusters Score -2.572527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193819 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -25725278.000000 Penalty: 6040.648438
	Iteration 60F: 3 clusters Score -2.572528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193831 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -25725294.000000 Penalty: 6040.648438
	Iteration 61Q: 3 clusters Score -2.572529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193838 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -25725300.000000 Penalty: 6040.648438
	Iteration 62Q: 3 clusters Score -2.57253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193846 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -25725290.000000 Penalty: 6040.648438
	Iteration 63Q: 3 clusters Score -2.572529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193854 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -25725296.000000 Penalty: 6040.648438
	Iteration 64Q: 3 clusters Score -2.57253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193866 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -25725288.000000 Penalty: 6040.648438
	Iteration 65Q: 3 clusters Score -2.572529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193877 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -25725300.000000 Penalty: 6040.648438
	Iteration 66Q: 3 clusters Score -2.57253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193883 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -25725310.000000 Penalty: 6040.648438
	Iteration 67Q: 3 clusters Score -2.572531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193887 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -25725304.000000 Penalty: 6040.648438
	Iteration 68Q: 3 clusters Score -2.57253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193893 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -25725300.000000 Penalty: 6040.648438
	Iteration 69Q: 3 clusters Score -2.57253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193898 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -25725308.000000 Penalty: 6040.648438
	Iteration 70Q: 3 clusters Score -2.572531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193903 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -25725302.000000 Penalty: 6040.648438
	Iteration 71Q: 3 clusters Score -2.57253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193905 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -25725306.000000 Penalty: 6040.648438
	Iteration 72Q: 3 clusters Score -2.572531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193909 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -25725332.000000 Penalty: 6040.648438
	Iteration 73Q: 3 clusters Score -2.572533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193916 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25725336.000000 Penalty: 6040.648438
	Iteration 74Q: 3 clusters Score -2.572534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193924 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25725332.000000 Penalty: 6040.648438
	Iteration 75Q: 3 clusters Score -2.572533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193933 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -25725338.000000 Penalty: 6040.648438
	Iteration 76Q: 3 clusters Score -2.572534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193938 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -25725338.000000 Penalty: 6040.648438
	Iteration 77Q: 3 clusters Score -2.572534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193943 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -25725336.000000 Penalty: 6040.648438
	Iteration 78Q: 3 clusters Score -2.572534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193950 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -25725344.000000 Penalty: 6040.648438
	Iteration 79Q: 3 clusters Score -2.572534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193953 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -25725334.000000 Penalty: 6040.648438
	Iteration 80F: 3 clusters Score -2.572533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193958 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -25725344.000000 Penalty: 6040.648438
	Iteration 81Q: 3 clusters Score -2.572534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193961 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -25725338.000000 Penalty: 6040.648438
	Iteration 82Q: 3 clusters Score -2.572534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193963 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -25725348.000000 Penalty: 6040.648438
	Iteration 83Q: 3 clusters Score -2.572535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193964 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -25725348.000000 Penalty: 6040.648438
	Iteration 84Q: 3 clusters Score -2.572535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193964 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -25725348.000000 Penalty: 6040.648438
	Iteration 85F: 3 clusters Score -2.572535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Entering Unmasked Estep 
Score: -6226106.500000 Penalty: 2666.446289
	Iteration 0F: 2 clusters Score -6226106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -6194640.000000 Penalty: 5332.892578
	Iteration 0F: 3 clusters Score -6194640 nChanged 21376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -6206522.500000 Penalty: 5332.892578
	Iteration 1F: 3 clusters Score -6206522 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -6207239.500000 Penalty: 5332.892578
	Iteration 2Q: 3 clusters Score -6207240 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -6208022.000000 Penalty: 5332.892578
	Iteration 3Q: 3 clusters Score -6208022 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -6209011.000000 Penalty: 5332.892578
	Iteration 4Q: 3 clusters Score -6209011 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -6210391.500000 Penalty: 5332.892578
	Iteration 5F: 3 clusters Score -6210392 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -6212232.500000 Penalty: 5332.892578
	Iteration 6F: 3 clusters Score -6212232 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -6214275.500000 Penalty: 5332.892578
	Iteration 7F: 3 clusters Score -6214276 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -6216182.500000 Penalty: 5332.892578
	Iteration 8F: 3 clusters Score -6216182 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -6217888.500000 Penalty: 5332.892578
	Iteration 9F: 3 clusters Score -6217888 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -6219269.000000 Penalty: 5332.892578
	Iteration 10Q: 3 clusters Score -6219269 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -6220303.500000 Penalty: 5332.892578
	Iteration 11Q: 3 clusters Score -6220304 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -6220967.500000 Penalty: 5332.892578
	Iteration 12Q: 3 clusters Score -6220968 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -6221402.000000 Penalty: 5332.892578
	Iteration 13Q: 3 clusters Score -6221402 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -6221740.500000 Penalty: 5332.892578
	Iteration 14Q: 3 clusters Score -6221740 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -6221987.500000 Penalty: 5332.892578
	Iteration 15Q: 3 clusters Score -6221988 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -6222190.500000 Penalty: 5332.892578
	Iteration 16Q: 3 clusters Score -6222190 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -6222347.500000 Penalty: 5332.892578
	Iteration 17Q: 3 clusters Score -6222348 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -6222457.000000 Penalty: 5332.892578
	Iteration 18Q: 3 clusters Score -6222457 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -6222552.500000 Penalty: 5332.892578
	Iteration 19Q: 3 clusters Score -6222552 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -6222668.500000 Penalty: 5332.892578
	Iteration 20F: 3 clusters Score -6222668 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -6222736.000000 Penalty: 5332.892578
	Iteration 21Q: 3 clusters Score -6222736 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6222821.000000 Penalty: 5332.892578
	Iteration 22Q: 3 clusters Score -6222821 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -6222907.500000 Penalty: 5332.892578
	Iteration 23Q: 3 clusters Score -6222908 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -6222977.000000 Penalty: 5332.892578
	Iteration 24Q: 3 clusters Score -6222977 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -6223009.000000 Penalty: 5332.892578
	Iteration 25Q: 3 clusters Score -6223009 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6223064.500000 Penalty: 5332.892578
	Iteration 26Q: 3 clusters Score -6223064 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -6223120.500000 Penalty: 5332.892578
	Iteration 27Q: 3 clusters Score -6223120 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -6223163.500000 Penalty: 5332.892578
	Iteration 28Q: 3 clusters Score -6223164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -6223197.500000 Penalty: 5332.892578
	Iteration 29Q: 3 clusters Score -6223198 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -6223231.500000 Penalty: 5332.892578
	Iteration 30Q: 3 clusters Score -6223232 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -6223244.500000 Penalty: 5332.892578
	Iteration 31Q: 3 clusters Score -6223244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -6223271.500000 Penalty: 5332.892578
	Iteration 32Q: 3 clusters Score -6223272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -6223299.500000 Penalty: 5332.892578
	Iteration 33Q: 3 clusters Score -6223300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -6223310.000000 Penalty: 5332.892578
	Iteration 34Q: 3 clusters Score -6223310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -6223330.500000 Penalty: 5332.892578
	Iteration 35Q: 3 clusters Score -6223330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -6223361.500000 Penalty: 5332.892578
	Iteration 36Q: 3 clusters Score -6223362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -6223394.500000 Penalty: 5332.892578
	Iteration 37Q: 3 clusters Score -6223394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -6223416.000000 Penalty: 5332.892578
	Iteration 38Q: 3 clusters Score -6223416 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -6223435.500000 Penalty: 5332.892578
	Iteration 39Q: 3 clusters Score -6223436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -6223446.000000 Penalty: 5332.892578
	Iteration 40F: 3 clusters Score -6223446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -6223460.500000 Penalty: 5332.892578
	Iteration 41Q: 3 clusters Score -6223460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -6223467.500000 Penalty: 5332.892578
	Iteration 42Q: 3 clusters Score -6223468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -6223469.500000 Penalty: 5332.892578
	Iteration 43Q: 3 clusters Score -6223470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -6223500.500000 Penalty: 5332.892578
	Iteration 44Q: 3 clusters Score -6223500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -6223519.000000 Penalty: 5332.892578
	Iteration 45Q: 3 clusters Score -6223519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -6223530.500000 Penalty: 5332.892578
	Iteration 46Q: 3 clusters Score -6223530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -6223534.500000 Penalty: 5332.892578
	Iteration 47Q: 3 clusters Score -6223534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -6223568.000000 Penalty: 5332.892578
	Iteration 48Q: 3 clusters Score -6223568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -6223587.000000 Penalty: 5332.892578
	Iteration 49Q: 3 clusters Score -6223587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -6223595.500000 Penalty: 5332.892578
	Iteration 50Q: 3 clusters Score -6223596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -6223612.000000 Penalty: 5332.892578
	Iteration 51Q: 3 clusters Score -6223612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -6223609.000000 Penalty: 5332.892578
	Iteration 52Q: 3 clusters Score -6223609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -6223630.500000 Penalty: 5332.892578
	Iteration 53Q: 3 clusters Score -6223630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -6223635.500000 Penalty: 5332.892578
	Iteration 54Q: 3 clusters Score -6223636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -6223654.000000 Penalty: 5332.892578
	Iteration 55Q: 3 clusters Score -6223654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -6223657.500000 Penalty: 5332.892578
	Iteration 56Q: 3 clusters Score -6223658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -6223671.500000 Penalty: 5332.892578
	Iteration 57Q: 3 clusters Score -6223672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -6223675.500000 Penalty: 5332.892578
	Iteration 58Q: 3 clusters Score -6223676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -6223692.000000 Penalty: 5332.892578
	Iteration 59Q: 3 clusters Score -6223692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -6223684.000000 Penalty: 5332.892578
	Iteration 60F: 3 clusters Score -6223684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -6223678.000000 Penalty: 5332.892578
	Iteration 61Q: 3 clusters Score -6223678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -6223678.500000 Penalty: 5332.892578
	Iteration 62Q: 3 clusters Score -6223678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -6223681.500000 Penalty: 5332.892578
	Iteration 63Q: 3 clusters Score -6223682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -6223681.000000 Penalty: 5332.892578
	Iteration 64Q: 3 clusters Score -6223681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -6223677.500000 Penalty: 5332.892578
	Iteration 65Q: 3 clusters Score -6223678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -6223684.000000 Penalty: 5332.892578
	Iteration 66Q: 3 clusters Score -6223684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -6223688.500000 Penalty: 5332.892578
	Iteration 67Q: 3 clusters Score -6223688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -6223689.500000 Penalty: 5332.892578
	Iteration 68Q: 3 clusters Score -6223690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -6223691.500000 Penalty: 5332.892578
	Iteration 69Q: 3 clusters Score -6223692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -6223687.000000 Penalty: 5332.892578
	Iteration 70Q: 3 clusters Score -6223687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -6223688.500000 Penalty: 5332.892578
	Iteration 71Q: 3 clusters Score -6223688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -6223686.500000 Penalty: 5332.892578
	Iteration 72Q: 3 clusters Score -6223686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -6223691.000000 Penalty: 5332.892578
	Iteration 73Q: 3 clusters Score -6223691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -6223695.000000 Penalty: 5332.892578
	Iteration 74Q: 3 clusters Score -6223695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6223703.500000 Penalty: 5332.892578
	Iteration 75Q: 3 clusters Score -6223704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -6223702.000000 Penalty: 5332.892578
	Iteration 76Q: 3 clusters Score -6223702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -6223708.000000 Penalty: 5332.892578
	Iteration 77Q: 3 clusters Score -6223708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -6223711.500000 Penalty: 5332.892578
	Iteration 78Q: 3 clusters Score -6223712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -6223707.500000 Penalty: 5332.892578
	Iteration 79Q: 3 clusters Score -6223708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -6223706.000000 Penalty: 5332.892578
	Iteration 80F: 3 clusters Score -6223706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -6223706.000000 Penalty: 5332.892578
	Iteration 81Q: 3 clusters Score -6223706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6223709.500000 Penalty: 5332.892578
	Iteration 82Q: 3 clusters Score -6223710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -6223716.000000 Penalty: 5332.892578
	Iteration 83Q: 3 clusters Score -6223716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -6223709.500000 Penalty: 5332.892578
	Iteration 84Q: 3 clusters Score -6223710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -6223714.500000 Penalty: 5332.892578
	Iteration 85Q: 3 clusters Score -6223714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -6223705.500000 Penalty: 5332.892578
	Iteration 86Q: 3 clusters Score -6223706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -6223703.500000 Penalty: 5332.892578
	Iteration 87Q: 3 clusters Score -6223704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -6223713.000000 Penalty: 5332.892578
	Iteration 88Q: 3 clusters Score -6223713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -6223709.000000 Penalty: 5332.892578
	Iteration 89Q: 3 clusters Score -6223709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -6223709.500000 Penalty: 5332.892578
	Iteration 90Q: 3 clusters Score -6223710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -6223716.000000 Penalty: 5332.892578
	Iteration 91Q: 3 clusters Score -6223716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -6223711.500000 Penalty: 5332.892578
	Iteration 92Q: 3 clusters Score -6223712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6223713.500000 Penalty: 5332.892578
	Iteration 93Q: 3 clusters Score -6223714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -6223714.500000 Penalty: 5332.892578
	Iteration 94Q: 3 clusters Score -6223714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -6223719.000000 Penalty: 5332.892578
	Iteration 95Q: 3 clusters Score -6223719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6223712.500000 Penalty: 5332.892578
	Iteration 96Q: 3 clusters Score -6223712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -6223707.000000 Penalty: 5332.892578
	Iteration 97Q: 3 clusters Score -6223707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6223709.000000 Penalty: 5332.892578
	Iteration 98Q: 3 clusters Score -6223709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6223711.000000 Penalty: 5332.892578
	Iteration 99Q: 3 clusters Score -6223711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -6223712.000000 Penalty: 5332.892578
	Iteration 100F: 3 clusters Score -6223712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6223711.500000 Penalty: 5332.892578
	Iteration 101Q: 3 clusters Score -6223712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -6223713.500000 Penalty: 5332.892578
	Iteration 102Q: 3 clusters Score -6223714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -6223713.000000 Penalty: 5332.892578
	Iteration 103Q: 3 clusters Score -6223713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -6223722.000000 Penalty: 5332.892578
	Iteration 104Q: 3 clusters Score -6223722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -6223731.500000 Penalty: 5332.892578
	Iteration 105Q: 3 clusters Score -6223732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -6223728.000000 Penalty: 5332.892578
	Iteration 106Q: 3 clusters Score -6223728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6223724.500000 Penalty: 5332.892578
	Iteration 107Q: 3 clusters Score -6223724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -6223723.500000 Penalty: 5332.892578
	Iteration 108Q: 3 clusters Score -6223724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -6223728.500000 Penalty: 5332.892578
	Iteration 109Q: 3 clusters Score -6223728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -6223728.500000 Penalty: 5332.892578
	Iteration 110F: 3 clusters Score -6223728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -177517.718750 Penalty: 1795.858887
	Iteration 0F: 2 clusters Score -177517.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175303.562500 Penalty: 3591.717773
	Iteration 0F: 3 clusters Score -175303.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175727.703125 Penalty: 3591.717773
	Iteration 1F: 3 clusters Score -175727.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175875.843750 Penalty: 3591.717773
	Iteration 2F: 3 clusters Score -175875.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175981.312500 Penalty: 3591.717773
	Iteration 3Q: 3 clusters Score -175981.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176106.203125 Penalty: 3591.717773
	Iteration 4Q: 3 clusters Score -176106.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176258.921875 Penalty: 3591.717773
	Iteration 5F: 3 clusters Score -176258.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176495.093750 Penalty: 3591.717773
	Iteration 6F: 3 clusters Score -176495.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -176737.593750 Penalty: 3591.717773
	Iteration 7F: 3 clusters Score -176737.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -176924.718750 Penalty: 3591.717773
	Iteration 8F: 3 clusters Score -176924.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -177020.062500 Penalty: 3591.717773
	Iteration 9Q: 3 clusters Score -177020.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -177109.562500 Penalty: 3591.717773
	Iteration 10Q: 3 clusters Score -177109.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -177210.187500 Penalty: 3591.717773
	Iteration 11Q: 3 clusters Score -177210.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -177292.593750 Penalty: 3591.717773
	Iteration 12Q: 3 clusters Score -177292.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -177331.500000 Penalty: 3591.717773
	Iteration 13Q: 3 clusters Score -177331.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -177346.218750 Penalty: 3591.717773
	Iteration 14Q: 3 clusters Score -177346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -177354.109375 Penalty: 3591.717773
	Iteration 15Q: 3 clusters Score -177354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -177354.109375 Penalty: 3591.717773
	Iteration 16F: 3 clusters Score -177354.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -25415.693359 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -25415.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24307.916016 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -24307.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24511.505859 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -24511.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24566.144531 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -24566.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24575.976562 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -24575.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24579.966797 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -24579.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24579.966797 Penalty: 2754.267822
	Iteration 5F: 3 clusters Score -24579.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -184534.015625 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -184534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -182293.687500 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -182293.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -182668.640625 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -182668.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -182743.281250 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -182743.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -182784.500000 Penalty: 3604.346436
	Iteration 3Q: 3 clusters Score -182784.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -182823.781250 Penalty: 3604.346436
	Iteration 4Q: 3 clusters Score -182823.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -182854.156250 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -182854.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182880.203125 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -182880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -182899.421875 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -182899.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -182919.687500 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -182919.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182932.171875 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -182932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182943.921875 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -182943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -182957.937500 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -182957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182968.296875 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -182968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -182976.000000 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -182976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -182985.703125 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -182985.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -183005.687500 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -183005.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183016.015625 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -183016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -183023.328125 Penalty: 3604.346436
	Iteration 17Q: 3 clusters Score -183023.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -183031.500000 Penalty: 3604.346436
	Iteration 18Q: 3 clusters Score -183031.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -183041.578125 Penalty: 3604.346436
	Iteration 19Q: 3 clusters Score -183041.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -183047.015625 Penalty: 3604.346436
	Iteration 20F: 3 clusters Score -183047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -183051.484375 Penalty: 3604.346436
	Iteration 21Q: 3 clusters Score -183051.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -183059.984375 Penalty: 3604.346436
	Iteration 22Q: 3 clusters Score -183060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -183074.062500 Penalty: 3604.346436
	Iteration 23Q: 3 clusters Score -183074.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -183081.812500 Penalty: 3604.346436
	Iteration 24Q: 3 clusters Score -183081.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183089.031250 Penalty: 3604.346436
	Iteration 25Q: 3 clusters Score -183089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -183099.687500 Penalty: 3604.346436
	Iteration 26Q: 3 clusters Score -183099.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -183113.843750 Penalty: 3604.346436
	Iteration 27Q: 3 clusters Score -183113.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -183126.812500 Penalty: 3604.346436
	Iteration 28Q: 3 clusters Score -183126.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -183139.765625 Penalty: 3604.346436
	Iteration 29Q: 3 clusters Score -183139.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -183148.453125 Penalty: 3604.346436
	Iteration 30Q: 3 clusters Score -183148.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183153.468750 Penalty: 3604.346436
	Iteration 31Q: 3 clusters Score -183153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -183156.656250 Penalty: 3604.346436
	Iteration 32Q: 3 clusters Score -183156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183157.343750 Penalty: 3604.346436
	Iteration 33Q: 3 clusters Score -183157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183157.343750 Penalty: 3604.346436
	Iteration 34F: 3 clusters Score -183157.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Entering Unmasked Estep 
Score: -9836022.000000 Penalty: 2778.721680
	Iteration 0F: 2 clusters Score -9836022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -9786902.000000 Penalty: 5557.443359
	Iteration 0F: 3 clusters Score -9786902 nChanged 34293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -9806090.000000 Penalty: 5557.443359
	Iteration 1F: 3 clusters Score -9806090 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -9806755.000000 Penalty: 5557.443359
	Iteration 2Q: 3 clusters Score -9806755 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -9807332.000000 Penalty: 5557.443359
	Iteration 3Q: 3 clusters Score -9807332 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -9807959.000000 Penalty: 5557.443359
	Iteration 4Q: 3 clusters Score -9807959 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -9808825.000000 Penalty: 5557.443359
	Iteration 5Q: 3 clusters Score -9808825 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -9810095.000000 Penalty: 5557.443359
	Iteration 6Q: 3 clusters Score -9810095 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -9812162.000000 Penalty: 5557.443359
	Iteration 7F: 3 clusters Score -9812162 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -9815267.000000 Penalty: 5557.443359
	Iteration 8F: 3 clusters Score -9815267 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -9819832.000000 Penalty: 5557.443359
	Iteration 9F: 3 clusters Score -9819832 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -9824792.000000 Penalty: 5557.443359
	Iteration 10F: 3 clusters Score -9824792 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -9828771.000000 Penalty: 5557.443359
	Iteration 11F: 3 clusters Score -9828771 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -9831295.000000 Penalty: 5557.443359
	Iteration 12Q: 3 clusters Score -9831295 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9832531.000000 Penalty: 5557.443359
	Iteration 13Q: 3 clusters Score -9832531 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9833068.000000 Penalty: 5557.443359
	Iteration 14Q: 3 clusters Score -9833068 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9833347.000000 Penalty: 5557.443359
	Iteration 15Q: 3 clusters Score -9833347 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9833459.000000 Penalty: 5557.443359
	Iteration 16Q: 3 clusters Score -9833459 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9833521.000000 Penalty: 5557.443359
	Iteration 17Q: 3 clusters Score -9833521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9833596.000000 Penalty: 5557.443359
	Iteration 18Q: 3 clusters Score -9833596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9833616.000000 Penalty: 5557.443359
	Iteration 19Q: 3 clusters Score -9833616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9833652.000000 Penalty: 5557.443359
	Iteration 20F: 3 clusters Score -9833652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9833652.000000 Penalty: 5557.443359
	Iteration 21Q: 3 clusters Score -9833652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9833666.000000 Penalty: 5557.443359
	Iteration 22Q: 3 clusters Score -9833666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9833665.000000 Penalty: 5557.443359
	Iteration 23Q: 3 clusters Score -9833665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9833674.000000 Penalty: 5557.443359
	Iteration 24Q: 3 clusters Score -9833674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9833681.000000 Penalty: 5557.443359
	Iteration 25Q: 3 clusters Score -9833681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9833693.000000 Penalty: 5557.443359
	Iteration 26Q: 3 clusters Score -9833693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9833701.000000 Penalty: 5557.443359
	Iteration 27Q: 3 clusters Score -9833701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9833698.000000 Penalty: 5557.443359
	Iteration 28Q: 3 clusters Score -9833698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9833712.000000 Penalty: 5557.443359
	Iteration 29Q: 3 clusters Score -9833712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9833714.000000 Penalty: 5557.443359
	Iteration 30Q: 3 clusters Score -9833714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9833722.000000 Penalty: 5557.443359
	Iteration 31Q: 3 clusters Score -9833722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9833713.000000 Penalty: 5557.443359
	Iteration 32Q: 3 clusters Score -9833713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9833713.000000 Penalty: 5557.443359
	Iteration 33Q: 3 clusters Score -9833713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9833719.000000 Penalty: 5557.443359
	Iteration 34Q: 3 clusters Score -9833719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9833716.000000 Penalty: 5557.443359
	Iteration 35Q: 3 clusters Score -9833716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9833716.000000 Penalty: 5557.443359
	Iteration 36F: 3 clusters Score -9833716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -66353.890625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -66353.89 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 321 members 
Entering Unmasked Estep 
Score: -64724.062500 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -64724.06 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65139.464844 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -65139.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65533.269531 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -65533.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65911.750000 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -65911.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66205.007812 Penalty: 3197.076904
	Iteration 4F: 3 clusters Score -66205.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66296.640625 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -66296.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66378.265625 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -66378.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66411.304688 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -66411.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66438.289062 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -66438.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66515.710938 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -66515.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66591.156250 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -66591.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66623.226562 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -66623.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66652.640625 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -66652.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66675.742188 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -66675.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66675.742188 Penalty: 3197.076904
	Iteration 14F: 3 clusters Score -66675.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 221 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38656 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169262 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193303 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 409 members 
Entering Unmasked Estep 
Score: -133241296.000000 Penalty: 96125.335938
Splitting cluster 10 changes total score from -133242744.000000 to -133241296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (18680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Entering Unmasked Estep 
Score: -2518977.250000 Penalty: 2439.131836
	Iteration 0F: 2 clusters Score -2518977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2505742.500000 Penalty: 4878.263672
	Iteration 0F: 3 clusters Score -2505742 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2510610.000000 Penalty: 4878.263672
	Iteration 1F: 3 clusters Score -2510610 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2511294.500000 Penalty: 4878.263672
	Iteration 2F: 3 clusters Score -2511294 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2511963.500000 Penalty: 4878.263672
	Iteration 3F: 3 clusters Score -2511964 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2512602.500000 Penalty: 4878.263672
	Iteration 4F: 3 clusters Score -2512602 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2513229.250000 Penalty: 4878.263672
	Iteration 5F: 3 clusters Score -2513229 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2513863.750000 Penalty: 4878.263672
	Iteration 6F: 3 clusters Score -2513864 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2514434.750000 Penalty: 4878.263672
	Iteration 7Q: 3 clusters Score -2514435 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2514926.000000 Penalty: 4878.263672
	Iteration 8Q: 3 clusters Score -2514926 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2515356.000000 Penalty: 4878.263672
	Iteration 9Q: 3 clusters Score -2515356 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2515689.500000 Penalty: 4878.263672
	Iteration 10Q: 3 clusters Score -2515690 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2515938.750000 Penalty: 4878.263672
	Iteration 11Q: 3 clusters Score -2515939 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2516144.750000 Penalty: 4878.263672
	Iteration 12Q: 3 clusters Score -2516145 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2516350.000000 Penalty: 4878.263672
	Iteration 13Q: 3 clusters Score -2516350 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2516559.750000 Penalty: 4878.263672
	Iteration 14Q: 3 clusters Score -2516560 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2516739.500000 Penalty: 4878.263672
	Iteration 15Q: 3 clusters Score -2516740 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2516907.000000 Penalty: 4878.263672
	Iteration 16Q: 3 clusters Score -2516907 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2517066.000000 Penalty: 4878.263672
	Iteration 17Q: 3 clusters Score -2517066 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2517178.750000 Penalty: 4878.263672
	Iteration 18Q: 3 clusters Score -2517179 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2517275.500000 Penalty: 4878.263672
	Iteration 19Q: 3 clusters Score -2517276 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2517387.750000 Penalty: 4878.263672
	Iteration 20F: 3 clusters Score -2517388 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2517493.250000 Penalty: 4878.263672
	Iteration 21Q: 3 clusters Score -2517493 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2517558.250000 Penalty: 4878.263672
	Iteration 22Q: 3 clusters Score -2517558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2517622.500000 Penalty: 4878.263672
	Iteration 23Q: 3 clusters Score -2517622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2517698.000000 Penalty: 4878.263672
	Iteration 24Q: 3 clusters Score -2517698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2517746.750000 Penalty: 4878.263672
	Iteration 25Q: 3 clusters Score -2517747 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2517796.000000 Penalty: 4878.263672
	Iteration 26Q: 3 clusters Score -2517796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2517832.000000 Penalty: 4878.263672
	Iteration 27Q: 3 clusters Score -2517832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2517853.750000 Penalty: 4878.263672
	Iteration 28Q: 3 clusters Score -2517854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2517859.250000 Penalty: 4878.263672
	Iteration 29Q: 3 clusters Score -2517859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2517873.250000 Penalty: 4878.263672
	Iteration 30Q: 3 clusters Score -2517873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2517881.500000 Penalty: 4878.263672
	Iteration 31Q: 3 clusters Score -2517882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2517891.000000 Penalty: 4878.263672
	Iteration 32Q: 3 clusters Score -2517891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2517897.000000 Penalty: 4878.263672
	Iteration 33Q: 3 clusters Score -2517897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2517904.750000 Penalty: 4878.263672
	Iteration 34Q: 3 clusters Score -2517905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2517909.500000 Penalty: 4878.263672
	Iteration 35Q: 3 clusters Score -2517910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2517920.250000 Penalty: 4878.263672
	Iteration 36Q: 3 clusters Score -2517920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2517928.250000 Penalty: 4878.263672
	Iteration 37Q: 3 clusters Score -2517928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2517928.500000 Penalty: 4878.263672
	Iteration 38Q: 3 clusters Score -2517928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2517931.750000 Penalty: 4878.263672
	Iteration 39Q: 3 clusters Score -2517932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2517932.250000 Penalty: 4878.263672
	Iteration 40F: 3 clusters Score -2517932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2517932.500000 Penalty: 4878.263672
	Iteration 41Q: 3 clusters Score -2517932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2517931.000000 Penalty: 4878.263672
	Iteration 42Q: 3 clusters Score -2517931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2517934.500000 Penalty: 4878.263672
	Iteration 43Q: 3 clusters Score -2517934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2517937.750000 Penalty: 4878.263672
	Iteration 44Q: 3 clusters Score -2517938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2517938.000000 Penalty: 4878.263672
	Iteration 45Q: 3 clusters Score -2517938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2517948.000000 Penalty: 4878.263672
	Iteration 46Q: 3 clusters Score -2517948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2517947.500000 Penalty: 4878.263672
	Iteration 47Q: 3 clusters Score -2517948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2517945.250000 Penalty: 4878.263672
	Iteration 48Q: 3 clusters Score -2517945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2517946.750000 Penalty: 4878.263672
	Iteration 49Q: 3 clusters Score -2517947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2517949.000000 Penalty: 4878.263672
	Iteration 50Q: 3 clusters Score -2517949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2517950.500000 Penalty: 4878.263672
	Iteration 51Q: 3 clusters Score -2517950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2517953.250000 Penalty: 4878.263672
	Iteration 52Q: 3 clusters Score -2517953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2517955.750000 Penalty: 4878.263672
	Iteration 53Q: 3 clusters Score -2517956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2517954.250000 Penalty: 4878.263672
	Iteration 54Q: 3 clusters Score -2517954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2517954.250000 Penalty: 4878.263672
	Iteration 55F: 3 clusters Score -2517954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -394445.281250 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -394445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -390891.468750 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -390891.5 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -391671.125000 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -391671.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -391833.375000 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -391833.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -391929.312500 Penalty: 4041.054932
	Iteration 3Q: 3 clusters Score -391929.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -392006.718750 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -392006.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -392079.812500 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -392079.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -392140.968750 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -392141 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -392227.187500 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -392227.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -392342.437500 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -392342.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -392457.468750 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -392457.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -392554.125000 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -392554.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -392624.562500 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -392624.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -392676.250000 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -392676.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -392708.125000 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -392708.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -392743.593750 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -392743.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -392768.250000 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -392768.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -392789.125000 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -392789.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -392810.562500 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -392810.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -392842.531250 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -392842.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -392871.250000 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -392871.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -392890.750000 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -392890.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -392907.093750 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -392907.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -392924.906250 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -392924.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -392947.187500 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -392947.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -392969.562500 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -392969.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -392987.000000 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -392987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -392997.625000 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -392997.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -393005.781250 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -393005.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -393013.187500 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -393013.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -393018.781250 Penalty: 4041.054932
	Iteration 29Q: 3 clusters Score -393018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -393020.156250 Penalty: 4041.054932
	Iteration 30Q: 3 clusters Score -393020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -393021.593750 Penalty: 4041.054932
	Iteration 31Q: 3 clusters Score -393021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -393020.937500 Penalty: 4041.054932
	Iteration 32Q: 3 clusters Score -393020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -393021.625000 Penalty: 4041.054932
	Iteration 33Q: 3 clusters Score -393021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -393022.937500 Penalty: 4041.054932
	Iteration 34Q: 3 clusters Score -393022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -393025.093750 Penalty: 4041.054932
	Iteration 35Q: 3 clusters Score -393025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -393027.000000 Penalty: 4041.054932
	Iteration 36Q: 3 clusters Score -393027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -393028.000000 Penalty: 4041.054932
	Iteration 37Q: 3 clusters Score -393028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -393028.812500 Penalty: 4041.054932
	Iteration 38Q: 3 clusters Score -393028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -393029.625000 Penalty: 4041.054932
	Iteration 39Q: 3 clusters Score -393029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -393030.000000 Penalty: 4041.054932
	Iteration 40F: 3 clusters Score -393030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -393029.468750 Penalty: 4041.054932
	Iteration 41Q: 3 clusters Score -393029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -393031.250000 Penalty: 4041.054932
	Iteration 42Q: 3 clusters Score -393031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -393033.093750 Penalty: 4041.054932
	Iteration 43Q: 3 clusters Score -393033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -393034.406250 Penalty: 4041.054932
	Iteration 44Q: 3 clusters Score -393034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -393036.687500 Penalty: 4041.054932
	Iteration 45Q: 3 clusters Score -393036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -393038.937500 Penalty: 4041.054932
	Iteration 46Q: 3 clusters Score -393038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -393041.937500 Penalty: 4041.054932
	Iteration 47Q: 3 clusters Score -393041.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -393047.093750 Penalty: 4041.054932
	Iteration 48Q: 3 clusters Score -393047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -393047.531250 Penalty: 4041.054932
	Iteration 49Q: 3 clusters Score -393047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -393048.437500 Penalty: 4041.054932
	Iteration 50Q: 3 clusters Score -393048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -393048.062500 Penalty: 4041.054932
	Iteration 51Q: 3 clusters Score -393048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -393048.062500 Penalty: 4041.054932
	Iteration 52F: 3 clusters Score -393048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Entering Unmasked Estep 
Score: -5064590.500000 Penalty: 2631.981445
	Iteration 0F: 2 clusters Score -5064590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5036928.000000 Penalty: 5263.962891
	Iteration 0F: 3 clusters Score -5036928 nChanged 18696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -5047358.500000 Penalty: 5263.962891
	Iteration 1F: 3 clusters Score -5047358 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -5048091.000000 Penalty: 5263.962891
	Iteration 2Q: 3 clusters Score -5048091 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -5048934.500000 Penalty: 5263.962891
	Iteration 3Q: 3 clusters Score -5048934 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -5049938.500000 Penalty: 5263.962891
	Iteration 4F: 3 clusters Score -5049938 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -5051131.500000 Penalty: 5263.962891
	Iteration 5F: 3 clusters Score -5051132 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -5052680.500000 Penalty: 5263.962891
	Iteration 6F: 3 clusters Score -5052680 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5054618.000000 Penalty: 5263.962891
	Iteration 7F: 3 clusters Score -5054618 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5056745.500000 Penalty: 5263.962891
	Iteration 8F: 3 clusters Score -5056746 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -5058691.500000 Penalty: 5263.962891
	Iteration 9F: 3 clusters Score -5058692 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -5059974.000000 Penalty: 5263.962891
	Iteration 10Q: 3 clusters Score -5059974 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -5060724.000000 Penalty: 5263.962891
	Iteration 11Q: 3 clusters Score -5060724 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -5061045.000000 Penalty: 5263.962891
	Iteration 12Q: 3 clusters Score -5061045 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -5061247.500000 Penalty: 5263.962891
	Iteration 13Q: 3 clusters Score -5061248 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5061355.500000 Penalty: 5263.962891
	Iteration 14Q: 3 clusters Score -5061356 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -5061430.500000 Penalty: 5263.962891
	Iteration 15Q: 3 clusters Score -5061430 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -5061480.000000 Penalty: 5263.962891
	Iteration 16Q: 3 clusters Score -5061480 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -5061520.500000 Penalty: 5263.962891
	Iteration 17Q: 3 clusters Score -5061520 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5061525.000000 Penalty: 5263.962891
	Iteration 18Q: 3 clusters Score -5061525 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5061539.000000 Penalty: 5263.962891
	Iteration 19Q: 3 clusters Score -5061539 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5061561.500000 Penalty: 5263.962891
	Iteration 20F: 3 clusters Score -5061562 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -5061557.500000 Penalty: 5263.962891
	Iteration 21Q: 3 clusters Score -5061558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5061596.500000 Penalty: 5263.962891
	Iteration 22Q: 3 clusters Score -5061596 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -5061600.000000 Penalty: 5263.962891
	Iteration 23Q: 3 clusters Score -5061600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5061617.000000 Penalty: 5263.962891
	Iteration 24Q: 3 clusters Score -5061617 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5061618.000000 Penalty: 5263.962891
	Iteration 25Q: 3 clusters Score -5061618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5061624.500000 Penalty: 5263.962891
	Iteration 26Q: 3 clusters Score -5061624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -5061626.000000 Penalty: 5263.962891
	Iteration 27Q: 3 clusters Score -5061626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -5061628.000000 Penalty: 5263.962891
	Iteration 28Q: 3 clusters Score -5061628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -5061615.000000 Penalty: 5263.962891
	Iteration 29Q: 3 clusters Score -5061615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -5061623.000000 Penalty: 5263.962891
	Iteration 30Q: 3 clusters Score -5061623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5061620.000000 Penalty: 5263.962891
	Iteration 31Q: 3 clusters Score -5061620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5061621.000000 Penalty: 5263.962891
	Iteration 32Q: 3 clusters Score -5061621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5061623.500000 Penalty: 5263.962891
	Iteration 33Q: 3 clusters Score -5061624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -5061624.500000 Penalty: 5263.962891
	Iteration 34Q: 3 clusters Score -5061624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -5061623.500000 Penalty: 5263.962891
	Iteration 35Q: 3 clusters Score -5061624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5061620.000000 Penalty: 5263.962891
	Iteration 36Q: 3 clusters Score -5061620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -5061622.500000 Penalty: 5263.962891
	Iteration 37Q: 3 clusters Score -5061622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5061611.500000 Penalty: 5263.962891
	Iteration 38Q: 3 clusters Score -5061612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5061608.000000 Penalty: 5263.962891
	Iteration 39Q: 3 clusters Score -5061608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5061609.000000 Penalty: 5263.962891
	Iteration 40F: 3 clusters Score -5061609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5061613.000000 Penalty: 5263.962891
	Iteration 41Q: 3 clusters Score -5061613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -5061619.000000 Penalty: 5263.962891
	Iteration 42Q: 3 clusters Score -5061619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -5061622.500000 Penalty: 5263.962891
	Iteration 43Q: 3 clusters Score -5061622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -5061615.000000 Penalty: 5263.962891
	Iteration 44Q: 3 clusters Score -5061615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5061617.000000 Penalty: 5263.962891
	Iteration 45Q: 3 clusters Score -5061617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5061616.000000 Penalty: 5263.962891
	Iteration 46Q: 3 clusters Score -5061616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5061616.000000 Penalty: 5263.962891
	Iteration 47F: 3 clusters Score -5061616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Entering Unmasked Estep 
Score: -5202524.000000 Penalty: 2619.489258
	Iteration 0F: 2 clusters Score -5202524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -5176307.000000 Penalty: 5238.978516
	Iteration 0F: 3 clusters Score -5176307 nChanged 17606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -5185983.000000 Penalty: 5238.978516
	Iteration 1F: 3 clusters Score -5185983 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -5186545.500000 Penalty: 5238.978516
	Iteration 2Q: 3 clusters Score -5186546 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5187158.000000 Penalty: 5238.978516
	Iteration 3Q: 3 clusters Score -5187158 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -5187983.000000 Penalty: 5238.978516
	Iteration 4Q: 3 clusters Score -5187983 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -5189310.000000 Penalty: 5238.978516
	Iteration 5F: 3 clusters Score -5189310 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -5191421.500000 Penalty: 5238.978516
	Iteration 6F: 3 clusters Score -5191422 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -5194304.500000 Penalty: 5238.978516
	Iteration 7F: 3 clusters Score -5194304 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5197011.000000 Penalty: 5238.978516
	Iteration 8F: 3 clusters Score -5197011 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -5198790.000000 Penalty: 5238.978516
	Iteration 9Q: 3 clusters Score -5198790 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -5199607.500000 Penalty: 5238.978516
	Iteration 10Q: 3 clusters Score -5199608 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -5199955.000000 Penalty: 5238.978516
	Iteration 11Q: 3 clusters Score -5199955 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -5200079.000000 Penalty: 5238.978516
	Iteration 12Q: 3 clusters Score -5200079 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5200154.000000 Penalty: 5238.978516
	Iteration 13Q: 3 clusters Score -5200154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5200187.500000 Penalty: 5238.978516
	Iteration 14Q: 3 clusters Score -5200188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -5200227.000000 Penalty: 5238.978516
	Iteration 15Q: 3 clusters Score -5200227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5200244.000000 Penalty: 5238.978516
	Iteration 16Q: 3 clusters Score -5200244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5200257.000000 Penalty: 5238.978516
	Iteration 17Q: 3 clusters Score -5200257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -5200278.500000 Penalty: 5238.978516
	Iteration 18Q: 3 clusters Score -5200278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -5200294.000000 Penalty: 5238.978516
	Iteration 19Q: 3 clusters Score -5200294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -5200295.500000 Penalty: 5238.978516
	Iteration 20F: 3 clusters Score -5200296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5200303.000000 Penalty: 5238.978516
	Iteration 21Q: 3 clusters Score -5200303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -5200305.500000 Penalty: 5238.978516
	Iteration 22Q: 3 clusters Score -5200306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5200321.500000 Penalty: 5238.978516
	Iteration 23Q: 3 clusters Score -5200322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -5200332.500000 Penalty: 5238.978516
	Iteration 24Q: 3 clusters Score -5200332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -5200337.500000 Penalty: 5238.978516
	Iteration 25Q: 3 clusters Score -5200338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -5200343.000000 Penalty: 5238.978516
	Iteration 26Q: 3 clusters Score -5200343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -5200351.000000 Penalty: 5238.978516
	Iteration 27Q: 3 clusters Score -5200351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -5200359.000000 Penalty: 5238.978516
	Iteration 28Q: 3 clusters Score -5200359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5200366.000000 Penalty: 5238.978516
	Iteration 29Q: 3 clusters Score -5200366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5200370.000000 Penalty: 5238.978516
	Iteration 30Q: 3 clusters Score -5200370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -5200368.500000 Penalty: 5238.978516
	Iteration 31Q: 3 clusters Score -5200368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -5200368.000000 Penalty: 5238.978516
	Iteration 32Q: 3 clusters Score -5200368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -5200370.500000 Penalty: 5238.978516
	Iteration 33Q: 3 clusters Score -5200370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5200372.500000 Penalty: 5238.978516
	Iteration 34Q: 3 clusters Score -5200372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -5200375.500000 Penalty: 5238.978516
	Iteration 35Q: 3 clusters Score -5200376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5200375.500000 Penalty: 5238.978516
	Iteration 36Q: 3 clusters Score -5200376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5200375.500000 Penalty: 5238.978516
	Iteration 37F: 3 clusters Score -5200376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Entering Unmasked Estep 
Score: -6945783.500000 Penalty: 2693.041260
	Iteration 0F: 2 clusters Score -6945784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6910702.500000 Penalty: 5386.082520
	Iteration 0F: 3 clusters Score -6910702 nChanged 23948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -6924173.500000 Penalty: 5386.082520
	Iteration 1F: 3 clusters Score -6924174 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -6924924.500000 Penalty: 5386.082520
	Iteration 2Q: 3 clusters Score -6924924 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -6925964.500000 Penalty: 5386.082520
	Iteration 3Q: 3 clusters Score -6925964 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -6927520.500000 Penalty: 5386.082520
	Iteration 4F: 3 clusters Score -6927520 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -6930104.500000 Penalty: 5386.082520
	Iteration 5F: 3 clusters Score -6930104 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -6933921.000000 Penalty: 5386.082520
	Iteration 6F: 3 clusters Score -6933921 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -6938148.000000 Penalty: 5386.082520
	Iteration 7F: 3 clusters Score -6938148 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6941026.500000 Penalty: 5386.082520
	Iteration 8F: 3 clusters Score -6941026 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6942473.000000 Penalty: 5386.082520
	Iteration 9Q: 3 clusters Score -6942473 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6942966.500000 Penalty: 5386.082520
	Iteration 10Q: 3 clusters Score -6942966 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6943155.000000 Penalty: 5386.082520
	Iteration 11Q: 3 clusters Score -6943155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6943242.500000 Penalty: 5386.082520
	Iteration 12Q: 3 clusters Score -6943242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6943292.000000 Penalty: 5386.082520
	Iteration 13Q: 3 clusters Score -6943292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6943320.500000 Penalty: 5386.082520
	Iteration 14Q: 3 clusters Score -6943320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6943340.500000 Penalty: 5386.082520
	Iteration 15Q: 3 clusters Score -6943340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6943356.000000 Penalty: 5386.082520
	Iteration 16Q: 3 clusters Score -6943356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6943364.000000 Penalty: 5386.082520
	Iteration 17Q: 3 clusters Score -6943364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6943375.500000 Penalty: 5386.082520
	Iteration 18Q: 3 clusters Score -6943376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6943376.000000 Penalty: 5386.082520
	Iteration 19Q: 3 clusters Score -6943376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6943376.000000 Penalty: 5386.082520
	Iteration 20F: 3 clusters Score -6943376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (169262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169262 members 
Entering Unmasked Estep 
Score: -22479060.000000 Penalty: 2985.722168
	Iteration 0F: 2 clusters Score -2.247906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 84531 members 
Entering Unmasked Estep 
Score: -22367576.000000 Penalty: 5971.444336
	Iteration 0F: 3 clusters Score -2.236758e+07 nChanged 80871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -22414300.000000 Penalty: 5971.444336
	Iteration 1F: 3 clusters Score -2.24143e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -22415256.000000 Penalty: 5971.444336
	Iteration 2Q: 3 clusters Score -2.241526e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -22416610.000000 Penalty: 5971.444336
	Iteration 3Q: 3 clusters Score -2.241661e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -22418804.000000 Penalty: 5971.444336
	Iteration 4Q: 3 clusters Score -2.24188e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -22422280.000000 Penalty: 5971.444336
	Iteration 5Q: 3 clusters Score -2.242228e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -22428236.000000 Penalty: 5971.444336
	Iteration 6F: 3 clusters Score -2.242824e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112064 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -22436922.000000 Penalty: 5971.444336
	Iteration 7F: 3 clusters Score -2.243692e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122285 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -22447862.000000 Penalty: 5971.444336
	Iteration 8F: 3 clusters Score -2.244786e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131415 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -22458292.000000 Penalty: 5971.444336
	Iteration 9F: 3 clusters Score -2.245829e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137471 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -22464616.000000 Penalty: 5971.444336
	Iteration 10Q: 3 clusters Score -2.246462e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141561 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -22467996.000000 Penalty: 5971.444336
	Iteration 11Q: 3 clusters Score -2.2468e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144728 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -22470098.000000 Penalty: 5971.444336
	Iteration 12Q: 3 clusters Score -2.24701e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147553 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -22471600.000000 Penalty: 5971.444336
	Iteration 13Q: 3 clusters Score -2.24716e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150039 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -22472690.000000 Penalty: 5971.444336
	Iteration 14Q: 3 clusters Score -2.247269e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152188 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -22473566.000000 Penalty: 5971.444336
	Iteration 15Q: 3 clusters Score -2.247357e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154116 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -22474480.000000 Penalty: 5971.444336
	Iteration 16Q: 3 clusters Score -2.247448e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155842 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -22475180.000000 Penalty: 5971.444336
	Iteration 17Q: 3 clusters Score -2.247518e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157325 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -22475682.000000 Penalty: 5971.444336
	Iteration 18Q: 3 clusters Score -2.247568e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158614 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -22475988.000000 Penalty: 5971.444336
	Iteration 19Q: 3 clusters Score -2.247599e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159736 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -22476298.000000 Penalty: 5971.444336
	Iteration 20F: 3 clusters Score -2.24763e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160690 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -22476580.000000 Penalty: 5971.444336
	Iteration 21Q: 3 clusters Score -2.247658e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161549 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -22476742.000000 Penalty: 5971.444336
	Iteration 22Q: 3 clusters Score -2.247674e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162314 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -22477004.000000 Penalty: 5971.444336
	Iteration 23Q: 3 clusters Score -2.2477e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -22477050.000000 Penalty: 5971.444336
	Iteration 24Q: 3 clusters Score -2.247705e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163546 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -22477094.000000 Penalty: 5971.444336
	Iteration 25Q: 3 clusters Score -2.247709e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164042 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -22477190.000000 Penalty: 5971.444336
	Iteration 26Q: 3 clusters Score -2.247719e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164474 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -22477258.000000 Penalty: 5971.444336
	Iteration 27Q: 3 clusters Score -2.247726e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164817 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -22477292.000000 Penalty: 5971.444336
	Iteration 28Q: 3 clusters Score -2.247729e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165109 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -22477360.000000 Penalty: 5971.444336
	Iteration 29Q: 3 clusters Score -2.247736e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -22477418.000000 Penalty: 5971.444336
	Iteration 30Q: 3 clusters Score -2.247742e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -22477458.000000 Penalty: 5971.444336
	Iteration 31Q: 3 clusters Score -2.247746e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -22477448.000000 Penalty: 5971.444336
	Iteration 32Q: 3 clusters Score -2.247745e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165943 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -22477432.000000 Penalty: 5971.444336
	Iteration 33Q: 3 clusters Score -2.247743e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166065 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -22477396.000000 Penalty: 5971.444336
	Iteration 34Q: 3 clusters Score -2.24774e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -22477366.000000 Penalty: 5971.444336
	Iteration 35Q: 3 clusters Score -2.247737e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166258 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22477388.000000 Penalty: 5971.444336
	Iteration 36Q: 3 clusters Score -2.247739e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166327 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -22477422.000000 Penalty: 5971.444336
	Iteration 37Q: 3 clusters Score -2.247742e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -22477406.000000 Penalty: 5971.444336
	Iteration 38Q: 3 clusters Score -2.247741e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -22477426.000000 Penalty: 5971.444336
	Iteration 39Q: 3 clusters Score -2.247743e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166476 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -22477416.000000 Penalty: 5971.444336
	Iteration 40F: 3 clusters Score -2.247742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166514 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -22477406.000000 Penalty: 5971.444336
	Iteration 41Q: 3 clusters Score -2.247741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166543 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -22477420.000000 Penalty: 5971.444336
	Iteration 42Q: 3 clusters Score -2.247742e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166567 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -22477396.000000 Penalty: 5971.444336
	Iteration 43Q: 3 clusters Score -2.24774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -22477378.000000 Penalty: 5971.444336
	Iteration 44Q: 3 clusters Score -2.247738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -22477378.000000 Penalty: 5971.444336
	Iteration 45Q: 3 clusters Score -2.247738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166636 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -22477392.000000 Penalty: 5971.444336
	Iteration 46Q: 3 clusters Score -2.247739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166665 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -22477422.000000 Penalty: 5971.444336
	Iteration 47Q: 3 clusters Score -2.247742e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -22477404.000000 Penalty: 5971.444336
	Iteration 48Q: 3 clusters Score -2.24774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -22477414.000000 Penalty: 5971.444336
	Iteration 49Q: 3 clusters Score -2.247741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166722 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -22477410.000000 Penalty: 5971.444336
	Iteration 50Q: 3 clusters Score -2.247741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166734 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -22477416.000000 Penalty: 5971.444336
	Iteration 51Q: 3 clusters Score -2.247742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166743 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -22477406.000000 Penalty: 5971.444336
	Iteration 52Q: 3 clusters Score -2.247741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166757 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -22477398.000000 Penalty: 5971.444336
	Iteration 53Q: 3 clusters Score -2.24774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166774 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -22477404.000000 Penalty: 5971.444336
	Iteration 54Q: 3 clusters Score -2.24774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166790 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -22477394.000000 Penalty: 5971.444336
	Iteration 55Q: 3 clusters Score -2.247739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166810 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22477404.000000 Penalty: 5971.444336
	Iteration 56Q: 3 clusters Score -2.24774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166829 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -22477436.000000 Penalty: 5971.444336
	Iteration 57Q: 3 clusters Score -2.247744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166846 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22477452.000000 Penalty: 5971.444336
	Iteration 58Q: 3 clusters Score -2.247745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -22477466.000000 Penalty: 5971.444336
	Iteration 59Q: 3 clusters Score -2.247747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -22477432.000000 Penalty: 5971.444336
	Iteration 60F: 3 clusters Score -2.247743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -22477422.000000 Penalty: 5971.444336
	Iteration 61Q: 3 clusters Score -2.247742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166905 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -22477414.000000 Penalty: 5971.444336
	Iteration 62Q: 3 clusters Score -2.247741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -22477410.000000 Penalty: 5971.444336
	Iteration 63Q: 3 clusters Score -2.247741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166917 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -22477404.000000 Penalty: 5971.444336
	Iteration 64Q: 3 clusters Score -2.24774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -22477406.000000 Penalty: 5971.444336
	Iteration 65Q: 3 clusters Score -2.247741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -22477406.000000 Penalty: 5971.444336
	Iteration 66F: 3 clusters Score -2.247741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Entering Unmasked Estep 
Score: -3694337.500000 Penalty: 2534.870117
	Iteration 0F: 2 clusters Score -3694338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3675484.000000 Penalty: 5069.740234
	Iteration 0F: 3 clusters Score -3675484 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3682166.500000 Penalty: 5069.740234
	Iteration 1F: 3 clusters Score -3682166 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3682804.250000 Penalty: 5069.740234
	Iteration 2F: 3 clusters Score -3682804 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3683481.500000 Penalty: 5069.740234
	Iteration 3F: 3 clusters Score -3683482 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3684182.000000 Penalty: 5069.740234
	Iteration 4F: 3 clusters Score -3684182 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3685003.500000 Penalty: 5069.740234
	Iteration 5F: 3 clusters Score -3685004 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3685905.750000 Penalty: 5069.740234
	Iteration 6F: 3 clusters Score -3685906 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3686830.000000 Penalty: 5069.740234
	Iteration 7F: 3 clusters Score -3686830 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3687805.750000 Penalty: 5069.740234
	Iteration 8F: 3 clusters Score -3687806 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3688787.000000 Penalty: 5069.740234
	Iteration 9F: 3 clusters Score -3688787 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3689721.250000 Penalty: 5069.740234
	Iteration 10Q: 3 clusters Score -3689721 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3690525.750000 Penalty: 5069.740234
	Iteration 11Q: 3 clusters Score -3690526 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3691165.250000 Penalty: 5069.740234
	Iteration 12Q: 3 clusters Score -3691165 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3691673.250000 Penalty: 5069.740234
	Iteration 13Q: 3 clusters Score -3691673 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3692107.000000 Penalty: 5069.740234
	Iteration 14Q: 3 clusters Score -3692107 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3692519.000000 Penalty: 5069.740234
	Iteration 15Q: 3 clusters Score -3692519 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3692822.250000 Penalty: 5069.740234
	Iteration 16Q: 3 clusters Score -3692822 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3693074.500000 Penalty: 5069.740234
	Iteration 17Q: 3 clusters Score -3693074 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3693309.500000 Penalty: 5069.740234
	Iteration 18Q: 3 clusters Score -3693310 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3693467.750000 Penalty: 5069.740234
	Iteration 19Q: 3 clusters Score -3693468 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3693571.500000 Penalty: 5069.740234
	Iteration 20F: 3 clusters Score -3693572 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3693631.750000 Penalty: 5069.740234
	Iteration 21Q: 3 clusters Score -3693632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3693672.000000 Penalty: 5069.740234
	Iteration 22Q: 3 clusters Score -3693672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3693705.000000 Penalty: 5069.740234
	Iteration 23Q: 3 clusters Score -3693705 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3693724.250000 Penalty: 5069.740234
	Iteration 24Q: 3 clusters Score -3693724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3693739.000000 Penalty: 5069.740234
	Iteration 25Q: 3 clusters Score -3693739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3693756.250000 Penalty: 5069.740234
	Iteration 26Q: 3 clusters Score -3693756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3693760.750000 Penalty: 5069.740234
	Iteration 27Q: 3 clusters Score -3693761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3693773.500000 Penalty: 5069.740234
	Iteration 28Q: 3 clusters Score -3693774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3693777.750000 Penalty: 5069.740234
	Iteration 29Q: 3 clusters Score -3693778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3693780.750000 Penalty: 5069.740234
	Iteration 30Q: 3 clusters Score -3693781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3693780.750000 Penalty: 5069.740234
	Iteration 31Q: 3 clusters Score -3693781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3693785.000000 Penalty: 5069.740234
	Iteration 32Q: 3 clusters Score -3693785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3693782.500000 Penalty: 5069.740234
	Iteration 33Q: 3 clusters Score -3693782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3693785.000000 Penalty: 5069.740234
	Iteration 34Q: 3 clusters Score -3693785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3693785.250000 Penalty: 5069.740234
	Iteration 35Q: 3 clusters Score -3693785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3693790.250000 Penalty: 5069.740234
	Iteration 36Q: 3 clusters Score -3693790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3693789.500000 Penalty: 5069.740234
	Iteration 37Q: 3 clusters Score -3693790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3693791.750000 Penalty: 5069.740234
	Iteration 38Q: 3 clusters Score -3693792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3693790.750000 Penalty: 5069.740234
	Iteration 39Q: 3 clusters Score -3693791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3693793.000000 Penalty: 5069.740234
	Iteration 40F: 3 clusters Score -3693793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3693797.500000 Penalty: 5069.740234
	Iteration 41Q: 3 clusters Score -3693798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3693797.500000 Penalty: 5069.740234
	Iteration 42F: 3 clusters Score -3693798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -648965.375000 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -648965.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -644346.125000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -644346.1 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -645491.062500 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -645491.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -645851.937500 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -645851.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -646120.250000 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -646120.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -646362.812500 Penalty: 4235.709473
	Iteration 4F: 3 clusters Score -646362.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -646595.562500 Penalty: 4235.709473
	Iteration 5F: 3 clusters Score -646595.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -646827.500000 Penalty: 4235.709473
	Iteration 6F: 3 clusters Score -646827.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -647081.562500 Penalty: 4235.709473
	Iteration 7F: 3 clusters Score -647081.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -647262.250000 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -647262.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -647374.187500 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -647374.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -647457.375000 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -647457.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -647523.187500 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -647523.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -647580.937500 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -647580.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -647629.437500 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -647629.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -647669.000000 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -647669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -647693.937500 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -647693.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -647706.125000 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -647706.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -647719.812500 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -647719.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -647731.250000 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -647731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -647737.812500 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -647737.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -647746.625000 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -647746.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -647751.625000 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -647751.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -647756.937500 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -647756.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -647761.312500 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -647761.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -647764.250000 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -647764.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -647767.062500 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -647767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -647771.750000 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -647771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -647775.687500 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -647775.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -647779.750000 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -647779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -647780.750000 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -647780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -647782.625000 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -647782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -647784.125000 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -647784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -647784.000000 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -647784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -647784.812500 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -647784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -647786.500000 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -647786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -647788.125000 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -647788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -647788.312500 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -647788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -647788.750000 Penalty: 4235.709473
	Iteration 37Q: 3 clusters Score -647788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -647789.437500 Penalty: 4235.709473
	Iteration 38Q: 3 clusters Score -647789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -647789.875000 Penalty: 4235.709473
	Iteration 39Q: 3 clusters Score -647789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -647791.437500 Penalty: 4235.709473
	Iteration 40F: 3 clusters Score -647791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -647791.375000 Penalty: 4235.709473
	Iteration 41Q: 3 clusters Score -647791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -647791.500000 Penalty: 4235.709473
	Iteration 42Q: 3 clusters Score -647791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -647792.500000 Penalty: 4235.709473
	Iteration 43Q: 3 clusters Score -647792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -647793.000000 Penalty: 4235.709473
	Iteration 44Q: 3 clusters Score -647793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -647793.625000 Penalty: 4235.709473
	Iteration 45Q: 3 clusters Score -647793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -647794.250000 Penalty: 4235.709473
	Iteration 46Q: 3 clusters Score -647794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -647794.500000 Penalty: 4235.709473
	Iteration 47Q: 3 clusters Score -647794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -647798.687500 Penalty: 4235.709473
	Iteration 48Q: 3 clusters Score -647798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -647802.750000 Penalty: 4235.709473
	Iteration 49Q: 3 clusters Score -647802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -647802.750000 Penalty: 4235.709473
	Iteration 50F: 3 clusters Score -647802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Entering Unmasked Estep 
Score: -1188479.375000 Penalty: 2265.766357
	Iteration 0F: 2 clusters Score -1188479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1181192.750000 Penalty: 4531.532715
	Iteration 0F: 3 clusters Score -1181193 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1183277.250000 Penalty: 4531.532715
	Iteration 1F: 3 clusters Score -1183277 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1183564.625000 Penalty: 4531.532715
	Iteration 2F: 3 clusters Score -1183565 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1183749.625000 Penalty: 4531.532715
	Iteration 3Q: 3 clusters Score -1183750 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1183879.875000 Penalty: 4531.532715
	Iteration 4Q: 3 clusters Score -1183880 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1183975.625000 Penalty: 4531.532715
	Iteration 5Q: 3 clusters Score -1183976 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1184070.000000 Penalty: 4531.532715
	Iteration 6Q: 3 clusters Score -1184070 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1184157.000000 Penalty: 4531.532715
	Iteration 7Q: 3 clusters Score -1184157 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1184248.375000 Penalty: 4531.532715
	Iteration 8Q: 3 clusters Score -1184248 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1184336.750000 Penalty: 4531.532715
	Iteration 9Q: 3 clusters Score -1184337 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1184440.750000 Penalty: 4531.532715
	Iteration 10Q: 3 clusters Score -1184441 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1184564.750000 Penalty: 4531.532715
	Iteration 11Q: 3 clusters Score -1184565 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1184722.750000 Penalty: 4531.532715
	Iteration 12Q: 3 clusters Score -1184723 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1184909.375000 Penalty: 4531.532715
	Iteration 13Q: 3 clusters Score -1184909 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1185200.000000 Penalty: 4531.532715
	Iteration 14Q: 3 clusters Score -1185200 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1185541.125000 Penalty: 4531.532715
	Iteration 15Q: 3 clusters Score -1185541 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1185913.000000 Penalty: 4531.532715
	Iteration 16Q: 3 clusters Score -1185913 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1186239.375000 Penalty: 4531.532715
	Iteration 17Q: 3 clusters Score -1186239 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1186481.125000 Penalty: 4531.532715
	Iteration 18Q: 3 clusters Score -1186481 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1186690.875000 Penalty: 4531.532715
	Iteration 19Q: 3 clusters Score -1186691 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1186827.250000 Penalty: 4531.532715
	Iteration 20F: 3 clusters Score -1186827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1186892.125000 Penalty: 4531.532715
	Iteration 21Q: 3 clusters Score -1186892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1186940.625000 Penalty: 4531.532715
	Iteration 22Q: 3 clusters Score -1186941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1186980.750000 Penalty: 4531.532715
	Iteration 23Q: 3 clusters Score -1186981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1187005.125000 Penalty: 4531.532715
	Iteration 24Q: 3 clusters Score -1187005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1187039.250000 Penalty: 4531.532715
	Iteration 25Q: 3 clusters Score -1187039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1187052.250000 Penalty: 4531.532715
	Iteration 26Q: 3 clusters Score -1187052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1187062.500000 Penalty: 4531.532715
	Iteration 27Q: 3 clusters Score -1187062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1187071.250000 Penalty: 4531.532715
	Iteration 28Q: 3 clusters Score -1187071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1187079.250000 Penalty: 4531.532715
	Iteration 29Q: 3 clusters Score -1187079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1187084.750000 Penalty: 4531.532715
	Iteration 30Q: 3 clusters Score -1187085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1187090.375000 Penalty: 4531.532715
	Iteration 31Q: 3 clusters Score -1187090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1187092.500000 Penalty: 4531.532715
	Iteration 32Q: 3 clusters Score -1187092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1187093.625000 Penalty: 4531.532715
	Iteration 33Q: 3 clusters Score -1187094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1187095.125000 Penalty: 4531.532715
	Iteration 34Q: 3 clusters Score -1187095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1187095.125000 Penalty: 4531.532715
	Iteration 35F: 3 clusters Score -1187095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Entering Unmasked Estep 
Score: -6067730.500000 Penalty: 2666.265625
	Iteration 0F: 2 clusters Score -6067730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -6036305.500000 Penalty: 5332.531250
	Iteration 0F: 3 clusters Score -6036306 nChanged 21430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -6048162.000000 Penalty: 5332.531250
	Iteration 1F: 3 clusters Score -6048162 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -6048750.500000 Penalty: 5332.531250
	Iteration 2Q: 3 clusters Score -6048750 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -6049394.500000 Penalty: 5332.531250
	Iteration 3Q: 3 clusters Score -6049394 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -6050416.500000 Penalty: 5332.531250
	Iteration 4Q: 3 clusters Score -6050416 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -6051898.000000 Penalty: 5332.531250
	Iteration 5F: 3 clusters Score -6051898 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -6054343.500000 Penalty: 5332.531250
	Iteration 6F: 3 clusters Score -6054344 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -6057591.500000 Penalty: 5332.531250
	Iteration 7F: 3 clusters Score -6057592 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -6061128.500000 Penalty: 5332.531250
	Iteration 8F: 3 clusters Score -6061128 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -6063786.500000 Penalty: 5332.531250
	Iteration 9F: 3 clusters Score -6063786 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -6064962.500000 Penalty: 5332.531250
	Iteration 10Q: 3 clusters Score -6064962 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -6065368.500000 Penalty: 5332.531250
	Iteration 11Q: 3 clusters Score -6065368 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -6065528.000000 Penalty: 5332.531250
	Iteration 12Q: 3 clusters Score -6065528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -6065581.500000 Penalty: 5332.531250
	Iteration 13Q: 3 clusters Score -6065582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -6065635.000000 Penalty: 5332.531250
	Iteration 14Q: 3 clusters Score -6065635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -6065652.500000 Penalty: 5332.531250
	Iteration 15Q: 3 clusters Score -6065652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -6065670.500000 Penalty: 5332.531250
	Iteration 16Q: 3 clusters Score -6065670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -6065671.500000 Penalty: 5332.531250
	Iteration 17Q: 3 clusters Score -6065672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -6065687.000000 Penalty: 5332.531250
	Iteration 18Q: 3 clusters Score -6065687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -6065686.500000 Penalty: 5332.531250
	Iteration 19Q: 3 clusters Score -6065686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -6065708.000000 Penalty: 5332.531250
	Iteration 20F: 3 clusters Score -6065708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -6065719.500000 Penalty: 5332.531250
	Iteration 21Q: 3 clusters Score -6065720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -6065725.500000 Penalty: 5332.531250
	Iteration 22Q: 3 clusters Score -6065726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -6065740.000000 Penalty: 5332.531250
	Iteration 23Q: 3 clusters Score -6065740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -6065745.000000 Penalty: 5332.531250
	Iteration 24Q: 3 clusters Score -6065745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -6065744.500000 Penalty: 5332.531250
	Iteration 25Q: 3 clusters Score -6065744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -6065744.500000 Penalty: 5332.531250
	Iteration 26F: 3 clusters Score -6065744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Entering Unmasked Estep 
Score: -6952218.500000 Penalty: 2695.631592
	Iteration 0F: 2 clusters Score -6952218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -6916929.500000 Penalty: 5391.263184
	Iteration 0F: 3 clusters Score -6916930 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -6930824.000000 Penalty: 5391.263184
	Iteration 1F: 3 clusters Score -6930824 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -6931604.000000 Penalty: 5391.263184
	Iteration 2Q: 3 clusters Score -6931604 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -6932603.000000 Penalty: 5391.263184
	Iteration 3Q: 3 clusters Score -6932603 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -6933862.000000 Penalty: 5391.263184
	Iteration 4F: 3 clusters Score -6933862 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -6935768.000000 Penalty: 5391.263184
	Iteration 5F: 3 clusters Score -6935768 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -6938186.500000 Penalty: 5391.263184
	Iteration 6F: 3 clusters Score -6938186 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -6940913.500000 Penalty: 5391.263184
	Iteration 7F: 3 clusters Score -6940914 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -6943117.000000 Penalty: 5391.263184
	Iteration 8F: 3 clusters Score -6943117 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -6944568.500000 Penalty: 5391.263184
	Iteration 9Q: 3 clusters Score -6944568 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -6945409.000000 Penalty: 5391.263184
	Iteration 10Q: 3 clusters Score -6945409 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -6945936.500000 Penalty: 5391.263184
	Iteration 11Q: 3 clusters Score -6945936 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -6946339.500000 Penalty: 5391.263184
	Iteration 12Q: 3 clusters Score -6946340 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -6946639.500000 Penalty: 5391.263184
	Iteration 13Q: 3 clusters Score -6946640 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -6946896.000000 Penalty: 5391.263184
	Iteration 14Q: 3 clusters Score -6946896 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -6947119.000000 Penalty: 5391.263184
	Iteration 15Q: 3 clusters Score -6947119 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -6947309.500000 Penalty: 5391.263184
	Iteration 16Q: 3 clusters Score -6947310 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -6947493.000000 Penalty: 5391.263184
	Iteration 17Q: 3 clusters Score -6947493 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -6947634.000000 Penalty: 5391.263184
	Iteration 18Q: 3 clusters Score -6947634 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -6947768.000000 Penalty: 5391.263184
	Iteration 19Q: 3 clusters Score -6947768 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -6947882.000000 Penalty: 5391.263184
	Iteration 20F: 3 clusters Score -6947882 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6948023.500000 Penalty: 5391.263184
	Iteration 21Q: 3 clusters Score -6948024 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -6948160.500000 Penalty: 5391.263184
	Iteration 22Q: 3 clusters Score -6948160 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -6948288.000000 Penalty: 5391.263184
	Iteration 23Q: 3 clusters Score -6948288 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6948385.500000 Penalty: 5391.263184
	Iteration 24Q: 3 clusters Score -6948386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -6948498.000000 Penalty: 5391.263184
	Iteration 25Q: 3 clusters Score -6948498 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -6948594.000000 Penalty: 5391.263184
	Iteration 26Q: 3 clusters Score -6948594 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -6948692.000000 Penalty: 5391.263184
	Iteration 27Q: 3 clusters Score -6948692 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -6948798.500000 Penalty: 5391.263184
	Iteration 28Q: 3 clusters Score -6948798 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -6948916.000000 Penalty: 5391.263184
	Iteration 29Q: 3 clusters Score -6948916 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -6949007.500000 Penalty: 5391.263184
	Iteration 30Q: 3 clusters Score -6949008 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -6949115.500000 Penalty: 5391.263184
	Iteration 31Q: 3 clusters Score -6949116 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -6949171.500000 Penalty: 5391.263184
	Iteration 32Q: 3 clusters Score -6949172 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -6949257.500000 Penalty: 5391.263184
	Iteration 33Q: 3 clusters Score -6949258 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -6949335.000000 Penalty: 5391.263184
	Iteration 34Q: 3 clusters Score -6949335 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -6949449.000000 Penalty: 5391.263184
	Iteration 35Q: 3 clusters Score -6949449 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -6949526.000000 Penalty: 5391.263184
	Iteration 36Q: 3 clusters Score -6949526 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -6949572.500000 Penalty: 5391.263184
	Iteration 37Q: 3 clusters Score -6949572 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -6949631.500000 Penalty: 5391.263184
	Iteration 38Q: 3 clusters Score -6949632 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -6949710.500000 Penalty: 5391.263184
	Iteration 39Q: 3 clusters Score -6949710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -6949739.500000 Penalty: 5391.263184
	Iteration 40F: 3 clusters Score -6949740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -6949761.000000 Penalty: 5391.263184
	Iteration 41Q: 3 clusters Score -6949761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -6949784.500000 Penalty: 5391.263184
	Iteration 42Q: 3 clusters Score -6949784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -6949817.500000 Penalty: 5391.263184
	Iteration 43Q: 3 clusters Score -6949818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -6949837.000000 Penalty: 5391.263184
	Iteration 44Q: 3 clusters Score -6949837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -6949848.000000 Penalty: 5391.263184
	Iteration 45Q: 3 clusters Score -6949848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6949861.000000 Penalty: 5391.263184
	Iteration 46Q: 3 clusters Score -6949861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -6949871.000000 Penalty: 5391.263184
	Iteration 47Q: 3 clusters Score -6949871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -6949883.000000 Penalty: 5391.263184
	Iteration 48Q: 3 clusters Score -6949883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -6949894.500000 Penalty: 5391.263184
	Iteration 49Q: 3 clusters Score -6949894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -6949906.500000 Penalty: 5391.263184
	Iteration 50Q: 3 clusters Score -6949906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -6949924.000000 Penalty: 5391.263184
	Iteration 51Q: 3 clusters Score -6949924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -6949921.000000 Penalty: 5391.263184
	Iteration 52Q: 3 clusters Score -6949921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -6949942.000000 Penalty: 5391.263184
	Iteration 53Q: 3 clusters Score -6949942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -6949955.000000 Penalty: 5391.263184
	Iteration 54Q: 3 clusters Score -6949955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -6949966.000000 Penalty: 5391.263184
	Iteration 55Q: 3 clusters Score -6949966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -6949978.500000 Penalty: 5391.263184
	Iteration 56Q: 3 clusters Score -6949978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -6949991.500000 Penalty: 5391.263184
	Iteration 57Q: 3 clusters Score -6949992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -6950000.000000 Penalty: 5391.263184
	Iteration 58Q: 3 clusters Score -6950000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -6949999.500000 Penalty: 5391.263184
	Iteration 59Q: 3 clusters Score -6950000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -6950014.500000 Penalty: 5391.263184
	Iteration 60F: 3 clusters Score -6950014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -6950025.500000 Penalty: 5391.263184
	Iteration 61Q: 3 clusters Score -6950026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -6950035.000000 Penalty: 5391.263184
	Iteration 62Q: 3 clusters Score -6950035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -6950034.500000 Penalty: 5391.263184
	Iteration 63Q: 3 clusters Score -6950034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -6950044.500000 Penalty: 5391.263184
	Iteration 64Q: 3 clusters Score -6950044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6950050.500000 Penalty: 5391.263184
	Iteration 65Q: 3 clusters Score -6950050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -6950051.000000 Penalty: 5391.263184
	Iteration 66Q: 3 clusters Score -6950051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -6950057.500000 Penalty: 5391.263184
	Iteration 67Q: 3 clusters Score -6950058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -6950059.000000 Penalty: 5391.263184
	Iteration 68Q: 3 clusters Score -6950059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6950062.500000 Penalty: 5391.263184
	Iteration 69Q: 3 clusters Score -6950062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -6950065.000000 Penalty: 5391.263184
	Iteration 70Q: 3 clusters Score -6950065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -6950071.500000 Penalty: 5391.263184
	Iteration 71Q: 3 clusters Score -6950072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -6950073.000000 Penalty: 5391.263184
	Iteration 72Q: 3 clusters Score -6950073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -6950079.000000 Penalty: 5391.263184
	Iteration 73Q: 3 clusters Score -6950079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -6950077.500000 Penalty: 5391.263184
	Iteration 74Q: 3 clusters Score -6950078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -6950078.500000 Penalty: 5391.263184
	Iteration 75Q: 3 clusters Score -6950078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -6950077.500000 Penalty: 5391.263184
	Iteration 76Q: 3 clusters Score -6950078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -6950076.500000 Penalty: 5391.263184
	Iteration 77Q: 3 clusters Score -6950076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -6950079.500000 Penalty: 5391.263184
	Iteration 78Q: 3 clusters Score -6950080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -6950095.500000 Penalty: 5391.263184
	Iteration 79Q: 3 clusters Score -6950096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -6950091.500000 Penalty: 5391.263184
	Iteration 80F: 3 clusters Score -6950092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -6950095.500000 Penalty: 5391.263184
	Iteration 81Q: 3 clusters Score -6950096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -6950092.500000 Penalty: 5391.263184
	Iteration 82Q: 3 clusters Score -6950092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -6950100.000000 Penalty: 5391.263184
	Iteration 83Q: 3 clusters Score -6950100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -6950105.500000 Penalty: 5391.263184
	Iteration 84Q: 3 clusters Score -6950106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -6950110.000000 Penalty: 5391.263184
	Iteration 85Q: 3 clusters Score -6950110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -6950104.500000 Penalty: 5391.263184
	Iteration 86Q: 3 clusters Score -6950104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6950106.500000 Penalty: 5391.263184
	Iteration 87Q: 3 clusters Score -6950106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -6950107.000000 Penalty: 5391.263184
	Iteration 88Q: 3 clusters Score -6950107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -6950108.500000 Penalty: 5391.263184
	Iteration 89Q: 3 clusters Score -6950108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6950104.000000 Penalty: 5391.263184
	Iteration 90Q: 3 clusters Score -6950104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -6950106.500000 Penalty: 5391.263184
	Iteration 91Q: 3 clusters Score -6950106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -6950106.500000 Penalty: 5391.263184
	Iteration 92F: 3 clusters Score -6950106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -63933.542969 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -63933.54 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 301 members 
Entering Unmasked Estep 
Score: -62404.070312 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -62404.07 nChanged 122
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: -62817.617188 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -62817.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63066.054688 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -63066.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63152.046875 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -63152.05 nChanged 23
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: -63252.902344 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -63252.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63318.019531 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -63318.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63362.808594 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -63362.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63399.445312 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -63399.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63411.562500 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -63411.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63435.550781 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -63435.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63556.457031 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -63556.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63607.445312 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -63607.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63617.828125 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -63617.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63623.484375 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -63623.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63629.113281 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -63629.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63637.957031 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -63637.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63646.578125 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -63646.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63654.687500 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -63654.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63655.828125 Penalty: 3165.380615
	Iteration 18F: 3 clusters Score -63655.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63660.695312 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -63660.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63660.695312 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -63660.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -326311.906250 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -326311.9 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 1240 members 
Entering Unmasked Estep 
Score: -323360.406250 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -323360.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -323909.843750 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -323909.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -324064.125000 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -324064.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -324160.125000 Penalty: 3877.542236
	Iteration 3Q: 3 clusters Score -324160.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -324213.875000 Penalty: 3877.542236
	Iteration 4Q: 3 clusters Score -324213.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -324261.343750 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -324261.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -324287.250000 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -324287.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -324301.312500 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -324301.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -324319.406250 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -324319.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -324337.375000 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -324337.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -324353.187500 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -324353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -324366.875000 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -324366.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -324380.093750 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -324380.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -324388.093750 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -324388.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -324398.562500 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -324398.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -324413.156250 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -324413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -324424.125000 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -324424.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -324437.187500 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -324437.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -324448.250000 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -324448.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -324457.125000 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -324457.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -324466.125000 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -324466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -324476.906250 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -324476.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -324486.093750 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -324486.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -324494.468750 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -324494.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -324507.843750 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -324507.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -324522.406250 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -324522.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -324534.843750 Penalty: 3877.542236
	Iteration 26Q: 3 clusters Score -324534.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -324545.593750 Penalty: 3877.542236
	Iteration 27Q: 3 clusters Score -324545.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -324553.156250 Penalty: 3877.542236
	Iteration 28Q: 3 clusters Score -324553.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -324557.593750 Penalty: 3877.542236
	Iteration 29Q: 3 clusters Score -324557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -324562.937500 Penalty: 3877.542236
	Iteration 30Q: 3 clusters Score -324562.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -324571.093750 Penalty: 3877.542236
	Iteration 31Q: 3 clusters Score -324571.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -324575.562500 Penalty: 3877.542236
	Iteration 32Q: 3 clusters Score -324575.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -324581.593750 Penalty: 3877.542236
	Iteration 33Q: 3 clusters Score -324581.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -324587.187500 Penalty: 3877.542236
	Iteration 34Q: 3 clusters Score -324587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -324592.625000 Penalty: 3877.542236
	Iteration 35Q: 3 clusters Score -324592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -324597.625000 Penalty: 3877.542236
	Iteration 36Q: 3 clusters Score -324597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -324599.156250 Penalty: 3877.542236
	Iteration 37Q: 3 clusters Score -324599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -324600.281250 Penalty: 3877.542236
	Iteration 38Q: 3 clusters Score -324600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -324600.875000 Penalty: 3877.542236
	Iteration 39Q: 3 clusters Score -324600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -324601.843750 Penalty: 3877.542236
	Iteration 40F: 3 clusters Score -324601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -324602.687500 Penalty: 3877.542236
	Iteration 41Q: 3 clusters Score -324602.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -324605.593750 Penalty: 3877.542236
	Iteration 42Q: 3 clusters Score -324605.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -324608.156250 Penalty: 3877.542236
	Iteration 43Q: 3 clusters Score -324608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -324609.656250 Penalty: 3877.542236
	Iteration 44Q: 3 clusters Score -324609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -324611.468750 Penalty: 3877.542236
	Iteration 45Q: 3 clusters Score -324611.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -324613.843750 Penalty: 3877.542236
	Iteration 46Q: 3 clusters Score -324613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -324616.125000 Penalty: 3877.542236
	Iteration 47Q: 3 clusters Score -324616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -324617.781250 Penalty: 3877.542236
	Iteration 48Q: 3 clusters Score -324617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -324619.187500 Penalty: 3877.542236
	Iteration 49Q: 3 clusters Score -324619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -324619.187500 Penalty: 3877.542236
	Iteration 50F: 3 clusters Score -324619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -79221.265625 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -79221.27 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 393 members 
Entering Unmasked Estep 
Score: -77611.953125 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -77611.95 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78162.242188 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -78162.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78344.421875 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -78344.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78544.539062 Penalty: 3271.507080
	Iteration 3F: 3 clusters Score -78544.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78770.335938 Penalty: 3271.507080
	Iteration 4F: 3 clusters Score -78770.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79053.984375 Penalty: 3271.507080
	Iteration 5F: 3 clusters Score -79053.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79259.312500 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -79259.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79502.718750 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -79502.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79669.484375 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -79669.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79877.523438 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -79877.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80154.210938 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -80154.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80162.382812 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -80162.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80178.406250 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -80178.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80184.437500 Penalty: 3271.507080
	Iteration 13Q: 3 clusters Score -80184.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80185.453125 Penalty: 3271.507080
	Iteration 14F: 3 clusters Score -80185.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80189.093750 Penalty: 3271.507080
	Iteration 15Q: 3 clusters Score -80189.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80189.093750 Penalty: 3271.507080
	Iteration 16F: 3 clusters Score -80189.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38656 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169262 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 397 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193303 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 335 members 
Entering Unmasked Estep 
Score: -133241872.000000 Penalty: 96125.335938
Splitting cluster 24 changes total score from -133242744.000000 to -133241872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -31426.761719 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -31426.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30158.126953 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -30158.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30388.560547 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -30388.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30470.875000 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -30470.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30529.433594 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -30529.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30544.558594 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -30544.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30552.183594 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -30552.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30552.183594 Penalty: 2891.156982
	Iteration 6F: 3 clusters Score -30552.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (193303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193303 members 
Entering Unmasked Estep 
Score: -25664214.000000 Penalty: 3018.659424
	Iteration 0F: 2 clusters Score -2.566421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -25537738.000000 Penalty: 6037.318848
	Iteration 0F: 3 clusters Score -2.553774e+07 nChanged 93057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -25592362.000000 Penalty: 6037.318848
	Iteration 1F: 3 clusters Score -2.559236e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -25593464.000000 Penalty: 6037.318848
	Iteration 2Q: 3 clusters Score -2.559346e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103501 members 
Mstep: Class 2 contains 89802 members 
Entering Unmasked Estep 
Score: -25594930.000000 Penalty: 6037.318848
	Iteration 3Q: 3 clusters Score -2.559493e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106899 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -25597128.000000 Penalty: 6037.318848
	Iteration 4Q: 3 clusters Score -2.559713e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -25600456.000000 Penalty: 6037.318848
	Iteration 5Q: 3 clusters Score -2.560046e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119115 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -25605360.000000 Penalty: 6037.318848
	Iteration 6F: 3 clusters Score -2.560536e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128623 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -25613396.000000 Penalty: 6037.318848
	Iteration 7F: 3 clusters Score -2.56134e+07 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140269 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -25624684.000000 Penalty: 6037.318848
	Iteration 8F: 3 clusters Score -2.562468e+07 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151810 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -25636514.000000 Penalty: 6037.318848
	Iteration 9F: 3 clusters Score -2.563651e+07 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160941 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -25646554.000000 Penalty: 6037.318848
	Iteration 10F: 3 clusters Score -2.564655e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166833 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -25653156.000000 Penalty: 6037.318848
	Iteration 11Q: 3 clusters Score -2.565316e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170516 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -25657100.000000 Penalty: 6037.318848
	Iteration 12Q: 3 clusters Score -2.56571e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173200 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -25659198.000000 Penalty: 6037.318848
	Iteration 13Q: 3 clusters Score -2.56592e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175365 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -25660244.000000 Penalty: 6037.318848
	Iteration 14Q: 3 clusters Score -2.566024e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177286 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -25661006.000000 Penalty: 6037.318848
	Iteration 15Q: 3 clusters Score -2.566101e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178963 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -25661476.000000 Penalty: 6037.318848
	Iteration 16Q: 3 clusters Score -2.566148e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180417 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -25661856.000000 Penalty: 6037.318848
	Iteration 17Q: 3 clusters Score -2.566186e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181720 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -25662122.000000 Penalty: 6037.318848
	Iteration 18Q: 3 clusters Score -2.566212e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182841 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -25662238.000000 Penalty: 6037.318848
	Iteration 19Q: 3 clusters Score -2.566224e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183813 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -25662386.000000 Penalty: 6037.318848
	Iteration 20F: 3 clusters Score -2.566239e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184695 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -25662584.000000 Penalty: 6037.318848
	Iteration 21Q: 3 clusters Score -2.566258e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185440 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -25662616.000000 Penalty: 6037.318848
	Iteration 22Q: 3 clusters Score -2.566262e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186112 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -25662616.000000 Penalty: 6037.318848
	Iteration 23Q: 3 clusters Score -2.566262e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186722 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -25662670.000000 Penalty: 6037.318848
	Iteration 24Q: 3 clusters Score -2.566267e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187267 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -25662686.000000 Penalty: 6037.318848
	Iteration 25Q: 3 clusters Score -2.566269e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187748 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -25662694.000000 Penalty: 6037.318848
	Iteration 26Q: 3 clusters Score -2.566269e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188166 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -25662768.000000 Penalty: 6037.318848
	Iteration 27Q: 3 clusters Score -2.566277e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188526 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -25662744.000000 Penalty: 6037.318848
	Iteration 28Q: 3 clusters Score -2.566274e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188839 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -25662760.000000 Penalty: 6037.318848
	Iteration 29Q: 3 clusters Score -2.566276e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189120 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -25662770.000000 Penalty: 6037.318848
	Iteration 30Q: 3 clusters Score -2.566277e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189375 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -25662668.000000 Penalty: 6037.318848
	Iteration 31Q: 3 clusters Score -2.566267e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189578 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -25662654.000000 Penalty: 6037.318848
	Iteration 32Q: 3 clusters Score -2.566265e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189759 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -25662578.000000 Penalty: 6037.318848
	Iteration 33Q: 3 clusters Score -2.566258e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189895 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -25662562.000000 Penalty: 6037.318848
	Iteration 34Q: 3 clusters Score -2.566256e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190027 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -25662532.000000 Penalty: 6037.318848
	Iteration 35Q: 3 clusters Score -2.566253e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190161 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -25662538.000000 Penalty: 6037.318848
	Iteration 36Q: 3 clusters Score -2.566254e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190252 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -25662566.000000 Penalty: 6037.318848
	Iteration 37Q: 3 clusters Score -2.566257e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190331 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -25662594.000000 Penalty: 6037.318848
	Iteration 38Q: 3 clusters Score -2.566259e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190400 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -25662552.000000 Penalty: 6037.318848
	Iteration 39Q: 3 clusters Score -2.566255e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190453 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -25662536.000000 Penalty: 6037.318848
	Iteration 40F: 3 clusters Score -2.566254e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190491 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -25662522.000000 Penalty: 6037.318848
	Iteration 41Q: 3 clusters Score -2.566252e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190529 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -25662512.000000 Penalty: 6037.318848
	Iteration 42Q: 3 clusters Score -2.566251e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190563 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -25662496.000000 Penalty: 6037.318848
	Iteration 43Q: 3 clusters Score -2.56625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190588 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -25662496.000000 Penalty: 6037.318848
	Iteration 44Q: 3 clusters Score -2.56625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190615 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -25662502.000000 Penalty: 6037.318848
	Iteration 45Q: 3 clusters Score -2.56625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190638 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -25662478.000000 Penalty: 6037.318848
	Iteration 46Q: 3 clusters Score -2.566248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190662 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -25662496.000000 Penalty: 6037.318848
	Iteration 47Q: 3 clusters Score -2.56625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190689 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -25662514.000000 Penalty: 6037.318848
	Iteration 48Q: 3 clusters Score -2.566251e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190721 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -25662514.000000 Penalty: 6037.318848
	Iteration 49Q: 3 clusters Score -2.566251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190748 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -25662506.000000 Penalty: 6037.318848
	Iteration 50Q: 3 clusters Score -2.566251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190771 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -25662542.000000 Penalty: 6037.318848
	Iteration 51Q: 3 clusters Score -2.566254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190779 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -25662530.000000 Penalty: 6037.318848
	Iteration 52Q: 3 clusters Score -2.566253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190792 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -25662550.000000 Penalty: 6037.318848
	Iteration 53Q: 3 clusters Score -2.566255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190803 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -25662560.000000 Penalty: 6037.318848
	Iteration 54Q: 3 clusters Score -2.566256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190813 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -25662552.000000 Penalty: 6037.318848
	Iteration 55Q: 3 clusters Score -2.566255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190828 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -25662572.000000 Penalty: 6037.318848
	Iteration 56Q: 3 clusters Score -2.566257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190843 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -25662582.000000 Penalty: 6037.318848
	Iteration 57Q: 3 clusters Score -2.566258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190858 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -25662566.000000 Penalty: 6037.318848
	Iteration 58Q: 3 clusters Score -2.566257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190864 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -25662538.000000 Penalty: 6037.318848
	Iteration 59Q: 3 clusters Score -2.566254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190870 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -25662528.000000 Penalty: 6037.318848
	Iteration 60F: 3 clusters Score -2.566253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190873 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -25662520.000000 Penalty: 6037.318848
	Iteration 61Q: 3 clusters Score -2.566252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190880 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -25662522.000000 Penalty: 6037.318848
	Iteration 62Q: 3 clusters Score -2.566252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190893 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -25662518.000000 Penalty: 6037.318848
	Iteration 63Q: 3 clusters Score -2.566252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190907 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -25662506.000000 Penalty: 6037.318848
	Iteration 64Q: 3 clusters Score -2.566251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190919 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -25662512.000000 Penalty: 6037.318848
	Iteration 65Q: 3 clusters Score -2.566251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190927 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -25662518.000000 Penalty: 6037.318848
	Iteration 66Q: 3 clusters Score -2.566252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190929 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -25662510.000000 Penalty: 6037.318848
	Iteration 67Q: 3 clusters Score -2.566251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190935 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -25662490.000000 Penalty: 6037.318848
	Iteration 68Q: 3 clusters Score -2.566249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190941 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -25662490.000000 Penalty: 6037.318848
	Iteration 69Q: 3 clusters Score -2.566249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190945 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -25662488.000000 Penalty: 6037.318848
	Iteration 70Q: 3 clusters Score -2.566249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190949 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -25662498.000000 Penalty: 6037.318848
	Iteration 71Q: 3 clusters Score -2.56625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190951 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -25662496.000000 Penalty: 6037.318848
	Iteration 72Q: 3 clusters Score -2.56625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190957 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -25662478.000000 Penalty: 6037.318848
	Iteration 73Q: 3 clusters Score -2.566248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190964 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -25662500.000000 Penalty: 6037.318848
	Iteration 74Q: 3 clusters Score -2.56625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190973 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -25662506.000000 Penalty: 6037.318848
	Iteration 75Q: 3 clusters Score -2.566251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190979 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -25662506.000000 Penalty: 6037.318848
	Iteration 76Q: 3 clusters Score -2.566251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190984 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -25662506.000000 Penalty: 6037.318848
	Iteration 77Q: 3 clusters Score -2.566251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190992 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -25662488.000000 Penalty: 6037.318848
	Iteration 78Q: 3 clusters Score -2.566249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190998 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -25662488.000000 Penalty: 6037.318848
	Iteration 79Q: 3 clusters Score -2.566249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191005 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -25662516.000000 Penalty: 6037.318848
	Iteration 80F: 3 clusters Score -2.566252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191009 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25662498.000000 Penalty: 6037.318848
	Iteration 81Q: 3 clusters Score -2.56625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191011 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -25662490.000000 Penalty: 6037.318848
	Iteration 82Q: 3 clusters Score -2.566249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191012 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -25662492.000000 Penalty: 6037.318848
	Iteration 83Q: 3 clusters Score -2.566249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191015 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -25662506.000000 Penalty: 6037.318848
	Iteration 84Q: 3 clusters Score -2.566251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191018 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -25662508.000000 Penalty: 6037.318848
	Iteration 85Q: 3 clusters Score -2.566251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191022 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -25662510.000000 Penalty: 6037.318848
	Iteration 86Q: 3 clusters Score -2.566251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191026 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -25662482.000000 Penalty: 6037.318848
	Iteration 87Q: 3 clusters Score -2.566248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191033 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -25662484.000000 Penalty: 6037.318848
	Iteration 88Q: 3 clusters Score -2.566248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191037 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -25662482.000000 Penalty: 6037.318848
	Iteration 89Q: 3 clusters Score -2.566248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191039 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -25662478.000000 Penalty: 6037.318848
	Iteration 90Q: 3 clusters Score -2.566248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191039 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -25662484.000000 Penalty: 6037.318848
	Iteration 91Q: 3 clusters Score -2.566248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191039 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -25662492.000000 Penalty: 6037.318848
	Iteration 92Q: 3 clusters Score -2.566249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191040 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -25662484.000000 Penalty: 6037.318848
	Iteration 93Q: 3 clusters Score -2.566248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191041 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -25662476.000000 Penalty: 6037.318848
	Iteration 94Q: 3 clusters Score -2.566248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191043 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -25662486.000000 Penalty: 6037.318848
	Iteration 95Q: 3 clusters Score -2.566249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191044 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -25662458.000000 Penalty: 6037.318848
	Iteration 96Q: 3 clusters Score -2.566246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191046 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -25662448.000000 Penalty: 6037.318848
	Iteration 97Q: 3 clusters Score -2.566245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191046 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -25662448.000000 Penalty: 6037.318848
	Iteration 98F: 3 clusters Score -2.566245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69611.265625 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69611.27 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 312 members 
Entering Unmasked Estep 
Score: -68083.328125 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -68083.33 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68523.632812 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -68523.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68781.132812 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -68781.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69053.679688 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -69053.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69288.710938 Penalty: 3191.535156
	Iteration 4F: 3 clusters Score -69288.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69455.500000 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -69455.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69558.250000 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -69558.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69649.515625 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -69649.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69755.351562 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -69755.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69928.929688 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -69928.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70100.085938 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -70100.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70176.398438 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -70176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70176.398438 Penalty: 3191.535156
	Iteration 12F: 3 clusters Score -70176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 194605 members 
Mstep: Class 5 contains 46714 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 38656 members 
Mstep: Class 15 contains 52002 members 
Mstep: Class 16 contains 169262 members 
Mstep: Class 17 contains 27481 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 46680 members 
Mstep: Class 21 contains 52548 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 193303 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 381 members 
Entering Unmasked Estep 
Score: -133241480.000000 Penalty: 96125.335938
Splitting cluster 27 changes total score from -133242744.000000 to -133241480.000000
So it's not getting split.
--- Evaluating fit on full set of 3083413 points ---
Entering Unmasked Estep 
Score: -396119392.000000 Penalty: 100048.601562
23->28 Clusters: Score -396119392.000000, best is -396191168.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1027804 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 44877 members 
Mstep: Class 3 contains 44638 members 
Mstep: Class 4 contains 44943 members 
Mstep: Class 5 contains 45048 members 
Mstep: Class 6 contains 44732 members 
Mstep: Class 7 contains 44616 members 
Mstep: Class 8 contains 44801 members 
Mstep: Class 9 contains 44398 members 
Mstep: Class 10 contains 44788 members 
Mstep: Class 11 contains 44825 members 
Mstep: Class 12 contains 44759 members 
Mstep: Class 13 contains 44696 members 
Mstep: Class 14 contains 44851 members 
Mstep: Class 15 contains 44528 members 
Mstep: Class 16 contains 44631 members 
Mstep: Class 17 contains 44951 members 
Mstep: Class 18 contains 44654 members 
Mstep: Class 19 contains 44843 members 
Mstep: Class 20 contains 44259 members 
Mstep: Class 21 contains 44592 members 
Mstep: Class 22 contains 44373 members 
Mstep: Class 23 contains 44523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 372.166870 but Gain 3433.046875
Score: -127037304.000000 Penalty: 75527.054688
Iteration 0F: 23 clusters Score -1.270373e+08 nChanged 981134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2684 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 16480 members 
Mstep: Class 3 contains 108149 members 
Mstep: Class 4 contains 15173 members 
Mstep: Class 5 contains 5535 members 
Mstep: Class 6 contains 11759 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 401136 members 
Mstep: Class 10 contains 65444 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 23017 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 42237 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 102206 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 35482 members 
Mstep: Class 19 contains 99573 members 
Mstep: Class 20 contains 7924 members 
Mstep: Class 22 contains 23904 members 
Mstep: Class 23 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2069.283447 but Gain 3433.054688
Score: -131121368.000000 Penalty: 72094.000000
Iteration 1F: 22 clusters Score -1.311214e+08 nChanged 321278
Entering Unmasked Mstep 
Mstep: Class 0 contains 2425 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 7738 members 
Mstep: Class 3 contains 127098 members 
Mstep: Class 4 contains 20252 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 20497 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 382902 members 
Mstep: Class 10 contains 60431 members 
Mstep: Class 12 contains 17062 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 51556 members 
Mstep: Class 15 contains 5479 members 
Mstep: Class 16 contains 115325 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 39932 members 
Mstep: Class 19 contains 115300 members 
Mstep: Class 20 contains 5542 members 
Mstep: Class 22 contains 15165 members 
Mstep: Class 23 contains 5805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131614384.000000 Penalty: 72094.000000
Iteration 2F: 22 clusters Score -1.316144e+08 nChanged 239175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2255 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 151614 members 
Mstep: Class 4 contains 34394 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 22035 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 300679 members 
Mstep: Class 10 contains 56522 members 
Mstep: Class 12 contains 10808 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 73589 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 135019 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 53100 members 
Mstep: Class 19 contains 129356 members 
Mstep: Class 20 contains 5067 members 
Mstep: Class 22 contains 13306 members 
Mstep: Class 23 contains 4956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2492.010742 but Gain 3433.046875
Score: -132026408.000000 Penalty: 68660.953125
Iteration 3F: 21 clusters Score -1.320264e+08 nChanged 197423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1837 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 3 contains 185384 members 
Mstep: Class 4 contains 45088 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 20974 members 
Mstep: Class 7 contains 4256 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 244982 members 
Mstep: Class 10 contains 50874 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 2163 members 
Mstep: Class 14 contains 93968 members 
Mstep: Class 15 contains 6155 members 
Mstep: Class 16 contains 142052 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 60437 members 
Mstep: Class 19 contains 126437 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 22 contains 13704 members 
Mstep: Class 23 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2047.835693 but Gain 3433.046875
Score: -132376696.000000 Penalty: 65227.906250
Iteration 4F: 20 clusters Score -1.323767e+08 nChanged 173847
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 3 contains 239375 members 
Mstep: Class 4 contains 46645 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 9 contains 204088 members 
Mstep: Class 10 contains 45529 members 
Mstep: Class 12 contains 4738 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 109784 members 
Mstep: Class 15 contains 6983 members 
Mstep: Class 16 contains 134944 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 63008 members 
Mstep: Class 19 contains 111625 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 22 contains 16525 members 
Mstep: Class 23 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3064.801025 but Gain 3433.046875
Score: -132609824.000000 Penalty: 61794.859375
Iteration 5F: 19 clusters Score -1.326098e+08 nChanged 153775
Entering Unmasked Mstep 
Mstep: Class 0 contains 689 members 
Mstep: Class 3 contains 288840 members 
Mstep: Class 4 contains 43541 members 
Mstep: Class 5 contains 5232 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 5159 members 
Mstep: Class 9 contains 175460 members 
Mstep: Class 10 contains 42350 members 
Mstep: Class 12 contains 3824 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 122703 members 
Mstep: Class 15 contains 8602 members 
Mstep: Class 16 contains 121308 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 64021 members 
Mstep: Class 19 contains 97581 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 22 contains 19898 members 
Mstep: Class 23 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132751456.000000 Penalty: 61794.859375
Iteration 6F: 19 clusters Score -1.327515e+08 nChanged 121588
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 3 contains 313056 members 
Mstep: Class 4 contains 43089 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 20384 members 
Mstep: Class 7 contains 5650 members 
Mstep: Class 9 contains 163577 members 
Mstep: Class 10 contains 39751 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 2356 members 
Mstep: Class 14 contains 129807 members 
Mstep: Class 15 contains 10719 members 
Mstep: Class 16 contains 107364 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 65414 members 
Mstep: Class 19 contains 88697 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 22 contains 22768 members 
Mstep: Class 23 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132840800.000000 Penalty: 61794.859375
Iteration 7F: 19 clusters Score -1.328408e+08 nChanged 92616
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 3 contains 319174 members 
Mstep: Class 4 contains 43697 members 
Mstep: Class 5 contains 6347 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 9 contains 164635 members 
Mstep: Class 10 contains 39169 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 133486 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 95814 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 68152 members 
Mstep: Class 19 contains 82647 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 22 contains 24629 members 
Mstep: Class 23 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132896048.000000 Penalty: 61794.859375
Iteration 8F: 19 clusters Score -1.32896e+08 nChanged 74454
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 3 contains 317887 members 
Mstep: Class 4 contains 44354 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 21041 members 
Mstep: Class 7 contains 7102 members 
Mstep: Class 9 contains 168753 members 
Mstep: Class 10 contains 39479 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 1613 members 
Mstep: Class 14 contains 135058 members 
Mstep: Class 15 contains 12875 members 
Mstep: Class 16 contains 88083 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 71121 members 
Mstep: Class 19 contains 79244 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 22 contains 25651 members 
Mstep: Class 23 contains 2970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132943440.000000 Penalty: 61794.859375
Iteration 9F: 19 clusters Score -1.329434e+08 nChanged 61104
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 312792 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 6520 members 
Mstep: Class 6 contains 21203 members 
Mstep: Class 7 contains 7985 members 
Mstep: Class 9 contains 173032 members 
Mstep: Class 10 contains 39274 members 
Mstep: Class 12 contains 2114 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 134562 members 
Mstep: Class 15 contains 13492 members 
Mstep: Class 16 contains 84201 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 73807 members 
Mstep: Class 19 contains 79301 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 22 contains 26137 members 
Mstep: Class 23 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132978144.000000 Penalty: 61794.859375
Iteration 10F: 19 clusters Score -1.329781e+08 nChanged 52044
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 3 contains 305291 members 
Mstep: Class 4 contains 45602 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 21238 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 9 contains 177280 members 
Mstep: Class 10 contains 38507 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 132178 members 
Mstep: Class 15 contains 14000 members 
Mstep: Class 16 contains 83334 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 76207 members 
Mstep: Class 19 contains 81900 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 22 contains 26443 members 
Mstep: Class 23 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133005760.000000 Penalty: 61794.859375
Iteration 11F: 19 clusters Score -1.330058e+08 nChanged 45869
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 296271 members 
Mstep: Class 4 contains 46150 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 21092 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 9 contains 181554 members 
Mstep: Class 10 contains 37832 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1426 members 
Mstep: Class 14 contains 128149 members 
Mstep: Class 15 contains 14535 members 
Mstep: Class 16 contains 84461 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 78351 members 
Mstep: Class 19 contains 86017 members 
Mstep: Class 20 contains 1778 members 
Mstep: Class 22 contains 26679 members 
Mstep: Class 23 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133027864.000000 Penalty: 61794.859375
Iteration 12Q: 19 clusters Score -1.330279e+08 nChanged 41342
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 286887 members 
Mstep: Class 4 contains 46658 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 20791 members 
Mstep: Class 7 contains 11035 members 
Mstep: Class 9 contains 185706 members 
Mstep: Class 10 contains 37796 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 122426 members 
Mstep: Class 15 contains 15128 members 
Mstep: Class 16 contains 86421 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 80478 members 
Mstep: Class 19 contains 91141 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 22 contains 26923 members 
Mstep: Class 23 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133045616.000000 Penalty: 61794.859375
Iteration 13Q: 19 clusters Score -1.330456e+08 nChanged 37155
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 277622 members 
Mstep: Class 4 contains 47106 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 20340 members 
Mstep: Class 7 contains 12014 members 
Mstep: Class 9 contains 189394 members 
Mstep: Class 10 contains 38398 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 115431 members 
Mstep: Class 15 contains 15784 members 
Mstep: Class 16 contains 88857 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 82523 members 
Mstep: Class 19 contains 96842 members 
Mstep: Class 20 contains 1587 members 
Mstep: Class 22 contains 27193 members 
Mstep: Class 23 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133061816.000000 Penalty: 61794.859375
Iteration 14Q: 19 clusters Score -1.330618e+08 nChanged 34130
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 3 contains 268893 members 
Mstep: Class 4 contains 47398 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 19840 members 
Mstep: Class 7 contains 12951 members 
Mstep: Class 9 contains 192459 members 
Mstep: Class 10 contains 39386 members 
Mstep: Class 12 contains 2465 members 
Mstep: Class 13 contains 1438 members 
Mstep: Class 14 contains 107338 members 
Mstep: Class 15 contains 16504 members 
Mstep: Class 16 contains 91490 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 84443 members 
Mstep: Class 19 contains 103206 members 
Mstep: Class 20 contains 1541 members 
Mstep: Class 22 contains 27572 members 
Mstep: Class 23 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133078336.000000 Penalty: 61794.859375
Iteration 15Q: 19 clusters Score -1.330783e+08 nChanged 32027
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 261079 members 
Mstep: Class 4 contains 47568 members 
Mstep: Class 5 contains 4468 members 
Mstep: Class 6 contains 19183 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 9 contains 194745 members 
Mstep: Class 10 contains 40379 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 98575 members 
Mstep: Class 15 contains 17296 members 
Mstep: Class 16 contains 94208 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 86295 members 
Mstep: Class 19 contains 110209 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 22 contains 28020 members 
Mstep: Class 23 contains 4866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133093616.000000 Penalty: 61794.859375
Iteration 16Q: 19 clusters Score -1.330936e+08 nChanged 30118
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 254520 members 
Mstep: Class 4 contains 47558 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 18393 members 
Mstep: Class 7 contains 14555 members 
Mstep: Class 9 contains 196023 members 
Mstep: Class 10 contains 41282 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 89870 members 
Mstep: Class 15 contains 18137 members 
Mstep: Class 16 contains 97081 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 87940 members 
Mstep: Class 19 contains 117337 members 
Mstep: Class 20 contains 1510 members 
Mstep: Class 22 contains 28466 members 
Mstep: Class 23 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133106808.000000 Penalty: 61794.859375
Iteration 17Q: 19 clusters Score -1.331068e+08 nChanged 27515
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 249405 members 
Mstep: Class 4 contains 47473 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 6 contains 17588 members 
Mstep: Class 7 contains 15253 members 
Mstep: Class 9 contains 196370 members 
Mstep: Class 10 contains 42002 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 81403 members 
Mstep: Class 15 contains 18941 members 
Mstep: Class 16 contains 99683 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 89371 members 
Mstep: Class 19 contains 124467 members 
Mstep: Class 20 contains 1507 members 
Mstep: Class 22 contains 29013 members 
Mstep: Class 23 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133119248.000000 Penalty: 61794.859375
Iteration 18Q: 19 clusters Score -1.331192e+08 nChanged 24969
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 245481 members 
Mstep: Class 4 contains 47281 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 16778 members 
Mstep: Class 7 contains 15854 members 
Mstep: Class 9 contains 196147 members 
Mstep: Class 10 contains 42490 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 73694 members 
Mstep: Class 15 contains 19759 members 
Mstep: Class 16 contains 102014 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 90668 members 
Mstep: Class 19 contains 131056 members 
Mstep: Class 20 contains 1504 members 
Mstep: Class 22 contains 29582 members 
Mstep: Class 23 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133129200.000000 Penalty: 61794.859375
Iteration 19Q: 19 clusters Score -1.331292e+08 nChanged 22286
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 242311 members 
Mstep: Class 4 contains 47106 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 15940 members 
Mstep: Class 7 contains 16369 members 
Mstep: Class 9 contains 195606 members 
Mstep: Class 10 contains 42651 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 66992 members 
Mstep: Class 15 contains 20519 members 
Mstep: Class 16 contains 104096 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 91826 members 
Mstep: Class 19 contains 137018 members 
Mstep: Class 20 contains 1499 members 
Mstep: Class 22 contains 30221 members 
Mstep: Class 23 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133138768.000000 Penalty: 61794.859375
Iteration 20F: 19 clusters Score -1.331388e+08 nChanged 19879
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 3 contains 239832 members 
Mstep: Class 4 contains 46887 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 15051 members 
Mstep: Class 7 contains 16803 members 
Mstep: Class 9 contains 194862 members 
Mstep: Class 10 contains 42562 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 61429 members 
Mstep: Class 15 contains 21254 members 
Mstep: Class 16 contains 105981 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 92763 members 
Mstep: Class 19 contains 142260 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 22 contains 30784 members 
Mstep: Class 23 contains 5193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133146048.000000 Penalty: 61794.859375
Iteration 21Q: 19 clusters Score -1.33146e+08 nChanged 17702
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 3 contains 237925 members 
Mstep: Class 4 contains 46665 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 14060 members 
Mstep: Class 7 contains 17195 members 
Mstep: Class 9 contains 193862 members 
Mstep: Class 10 contains 42248 members 
Mstep: Class 12 contains 3799 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 57127 members 
Mstep: Class 15 contains 21965 members 
Mstep: Class 16 contains 107643 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 93516 members 
Mstep: Class 19 contains 146705 members 
Mstep: Class 20 contains 1505 members 
Mstep: Class 22 contains 31341 members 
Mstep: Class 23 contains 5243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133151360.000000 Penalty: 61794.859375
Iteration 22Q: 19 clusters Score -1.331514e+08 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 236490 members 
Mstep: Class 4 contains 46457 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 13096 members 
Mstep: Class 7 contains 17533 members 
Mstep: Class 9 contains 192641 members 
Mstep: Class 10 contains 41760 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 53935 members 
Mstep: Class 15 contains 22569 members 
Mstep: Class 16 contains 109202 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 94046 members 
Mstep: Class 19 contains 150421 members 
Mstep: Class 20 contains 1504 members 
Mstep: Class 22 contains 31934 members 
Mstep: Class 23 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133156104.000000 Penalty: 61794.859375
Iteration 23Q: 19 clusters Score -1.331561e+08 nChanged 13790
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 235345 members 
Mstep: Class 4 contains 46248 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 17783 members 
Mstep: Class 9 contains 191486 members 
Mstep: Class 10 contains 41077 members 
Mstep: Class 12 contains 4104 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 51737 members 
Mstep: Class 15 contains 23162 members 
Mstep: Class 16 contains 110613 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 94328 members 
Mstep: Class 19 contains 153528 members 
Mstep: Class 20 contains 1505 members 
Mstep: Class 22 contains 32478 members 
Mstep: Class 23 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133159832.000000 Penalty: 61794.859375
Iteration 24Q: 19 clusters Score -1.331598e+08 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 234354 members 
Mstep: Class 4 contains 46050 members 
Mstep: Class 5 contains 4075 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 17999 members 
Mstep: Class 9 contains 190565 members 
Mstep: Class 10 contains 40271 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 50213 members 
Mstep: Class 15 contains 23705 members 
Mstep: Class 16 contains 111685 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 94429 members 
Mstep: Class 19 contains 156257 members 
Mstep: Class 20 contains 1510 members 
Mstep: Class 22 contains 33019 members 
Mstep: Class 23 contains 5264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133162864.000000 Penalty: 61794.859375
Iteration 25Q: 19 clusters Score -1.331629e+08 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 233525 members 
Mstep: Class 4 contains 45859 members 
Mstep: Class 5 contains 4067 members 
Mstep: Class 6 contains 10449 members 
Mstep: Class 7 contains 18169 members 
Mstep: Class 9 contains 189763 members 
Mstep: Class 10 contains 39371 members 
Mstep: Class 12 contains 4370 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 49320 members 
Mstep: Class 15 contains 24200 members 
Mstep: Class 16 contains 112652 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 94321 members 
Mstep: Class 19 contains 158602 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 22 contains 33478 members 
Mstep: Class 23 contains 5252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133166720.000000 Penalty: 61794.859375
Iteration 26Q: 19 clusters Score -1.331667e+08 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 232840 members 
Mstep: Class 4 contains 45677 members 
Mstep: Class 5 contains 4046 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 18319 members 
Mstep: Class 9 contains 189122 members 
Mstep: Class 10 contains 38329 members 
Mstep: Class 12 contains 4499 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 48851 members 
Mstep: Class 15 contains 24628 members 
Mstep: Class 16 contains 113574 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 93985 members 
Mstep: Class 19 contains 160703 members 
Mstep: Class 20 contains 1511 members 
Mstep: Class 22 contains 33881 members 
Mstep: Class 23 contains 5235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133168560.000000 Penalty: 61794.859375
Iteration 27Q: 19 clusters Score -1.331686e+08 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 232315 members 
Mstep: Class 4 contains 45505 members 
Mstep: Class 5 contains 4033 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 18448 members 
Mstep: Class 9 contains 188543 members 
Mstep: Class 10 contains 37197 members 
Mstep: Class 12 contains 4637 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 48615 members 
Mstep: Class 15 contains 25022 members 
Mstep: Class 16 contains 114413 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 93435 members 
Mstep: Class 19 contains 162662 members 
Mstep: Class 20 contains 1508 members 
Mstep: Class 22 contains 34268 members 
Mstep: Class 23 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133170792.000000 Penalty: 61794.859375
Iteration 28Q: 19 clusters Score -1.331708e+08 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 231889 members 
Mstep: Class 4 contains 45337 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 8617 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 9 contains 188009 members 
Mstep: Class 10 contains 36047 members 
Mstep: Class 12 contains 4789 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 48562 members 
Mstep: Class 15 contains 25392 members 
Mstep: Class 16 contains 115238 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 92725 members 
Mstep: Class 19 contains 164424 members 
Mstep: Class 20 contains 1510 members 
Mstep: Class 22 contains 34644 members 
Mstep: Class 23 contains 5176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133172712.000000 Penalty: 61794.859375
Iteration 29Q: 19 clusters Score -1.331727e+08 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 231501 members 
Mstep: Class 4 contains 45214 members 
Mstep: Class 5 contains 4002 members 
Mstep: Class 6 contains 8198 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 9 contains 187556 members 
Mstep: Class 10 contains 34902 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 48538 members 
Mstep: Class 15 contains 25716 members 
Mstep: Class 16 contains 116016 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 91941 members 
Mstep: Class 19 contains 166108 members 
Mstep: Class 20 contains 1511 members 
Mstep: Class 22 contains 34999 members 
Mstep: Class 23 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133173600.000000 Penalty: 61794.859375
Iteration 30Q: 19 clusters Score -1.331736e+08 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 231151 members 
Mstep: Class 4 contains 45109 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 18695 members 
Mstep: Class 9 contains 187326 members 
Mstep: Class 10 contains 33689 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 48588 members 
Mstep: Class 15 contains 25979 members 
Mstep: Class 16 contains 116665 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 91077 members 
Mstep: Class 19 contains 167719 members 
Mstep: Class 20 contains 1511 members 
Mstep: Class 22 contains 35348 members 
Mstep: Class 23 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133174880.000000 Penalty: 61794.859375
Iteration 31Q: 19 clusters Score -1.331749e+08 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 230859 members 
Mstep: Class 4 contains 45008 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 18788 members 
Mstep: Class 9 contains 187161 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 12 contains 5320 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 48662 members 
Mstep: Class 15 contains 26223 members 
Mstep: Class 16 contains 117265 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 90179 members 
Mstep: Class 19 contains 169111 members 
Mstep: Class 20 contains 1517 members 
Mstep: Class 22 contains 35658 members 
Mstep: Class 23 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133175600.000000 Penalty: 61794.859375
Iteration 32Q: 19 clusters Score -1.331756e+08 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 230651 members 
Mstep: Class 4 contains 44897 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 18875 members 
Mstep: Class 9 contains 186927 members 
Mstep: Class 10 contains 31581 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 14 contains 48747 members 
Mstep: Class 15 contains 26454 members 
Mstep: Class 16 contains 117834 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 89404 members 
Mstep: Class 19 contains 170360 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 22 contains 35951 members 
Mstep: Class 23 contains 5111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133176080.000000 Penalty: 61794.859375
Iteration 33Q: 19 clusters Score -1.331761e+08 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 230467 members 
Mstep: Class 4 contains 44819 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 6857 members 
Mstep: Class 7 contains 18955 members 
Mstep: Class 9 contains 186787 members 
Mstep: Class 10 contains 30615 members 
Mstep: Class 12 contains 5635 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 48876 members 
Mstep: Class 15 contains 26642 members 
Mstep: Class 16 contains 118316 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 88650 members 
Mstep: Class 19 contains 171481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 22 contains 36221 members 
Mstep: Class 23 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133176504.000000 Penalty: 61794.859375
Iteration 34Q: 19 clusters Score -1.331765e+08 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 230342 members 
Mstep: Class 4 contains 44767 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 9 contains 186618 members 
Mstep: Class 10 contains 29730 members 
Mstep: Class 12 contains 5766 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 48994 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 118733 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 87985 members 
Mstep: Class 19 contains 172513 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 22 contains 36469 members 
Mstep: Class 23 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133177160.000000 Penalty: 61794.859375
Iteration 35Q: 19 clusters Score -1.331772e+08 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 230231 members 
Mstep: Class 4 contains 44700 members 
Mstep: Class 5 contains 3926 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 19081 members 
Mstep: Class 9 contains 186435 members 
Mstep: Class 10 contains 28860 members 
Mstep: Class 12 contains 5909 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 49095 members 
Mstep: Class 15 contains 26930 members 
Mstep: Class 16 contains 119183 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 87367 members 
Mstep: Class 19 contains 173502 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 22 contains 36716 members 
Mstep: Class 23 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133177736.000000 Penalty: 61794.859375
Iteration 36Q: 19 clusters Score -1.331777e+08 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 3 contains 230254 members 
Mstep: Class 4 contains 44629 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 6106 members 
Mstep: Class 7 contains 19123 members 
Mstep: Class 9 contains 186177 members 
Mstep: Class 10 contains 28012 members 
Mstep: Class 12 contains 6066 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 49219 members 
Mstep: Class 15 contains 27069 members 
Mstep: Class 16 contains 119600 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 86723 members 
Mstep: Class 19 contains 174434 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 22 contains 36955 members 
Mstep: Class 23 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133178120.000000 Penalty: 61794.859375
Iteration 37Q: 19 clusters Score -1.331781e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 3 contains 230240 members 
Mstep: Class 4 contains 44566 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 5900 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 9 contains 186033 members 
Mstep: Class 10 contains 27183 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 49358 members 
Mstep: Class 15 contains 27192 members 
Mstep: Class 16 contains 119999 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 86074 members 
Mstep: Class 19 contains 175339 members 
Mstep: Class 20 contains 1524 members 
Mstep: Class 22 contains 37154 members 
Mstep: Class 23 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133178824.000000 Penalty: 61794.859375
Iteration 38Q: 19 clusters Score -1.331788e+08 nChanged 4156
Entering ConstructFrom: 
Score: -133178824.000000 Penalty: 61794.859375
Entering ConstructFrom: 
Trying to split cluster 3 (230305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230305 members 
Entering Unmasked Estep 
Score: -30515562.000000 Penalty: 3062.095459
	Iteration 0F: 2 clusters Score -3.051556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115066 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -30377526.000000 Penalty: 6124.190918
	Iteration 0F: 3 clusters Score -3.037753e+07 nChanged 110926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111864 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -30442886.000000 Penalty: 6124.190918
	Iteration 1F: 3 clusters Score -3.044289e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 120209 members 
Entering Unmasked Estep 
Score: -30443986.000000 Penalty: 6124.190918
	Iteration 2Q: 3 clusters Score -3.044399e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107431 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -30445384.000000 Penalty: 6124.190918
	Iteration 3Q: 3 clusters Score -3.044538e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 127022 members 
Entering Unmasked Estep 
Score: -30447810.000000 Penalty: 6124.190918
	Iteration 4Q: 3 clusters Score -3.044781e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 133029 members 
Entering Unmasked Estep 
Score: -30451502.000000 Penalty: 6124.190918
	Iteration 5Q: 3 clusters Score -3.04515e+07 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 141520 members 
Entering Unmasked Estep 
Score: -30457570.000000 Penalty: 6124.190918
	Iteration 6Q: 3 clusters Score -3.045757e+07 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 152728 members 
Entering Unmasked Estep 
Score: -30467414.000000 Penalty: 6124.190918
	Iteration 7F: 3 clusters Score -3.046741e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 165186 members 
Entering Unmasked Estep 
Score: -30479702.000000 Penalty: 6124.190918
	Iteration 8F: 3 clusters Score -3.04797e+07 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 176857 members 
Entering Unmasked Estep 
Score: -30492286.000000 Penalty: 6124.190918
	Iteration 9F: 3 clusters Score -3.049229e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 185714 members 
Entering Unmasked Estep 
Score: -30501186.000000 Penalty: 6124.190918
	Iteration 10F: 3 clusters Score -3.050119e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 192240 members 
Entering Unmasked Estep 
Score: -30505504.000000 Penalty: 6124.190918
	Iteration 11Q: 3 clusters Score -3.05055e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 197586 members 
Entering Unmasked Estep 
Score: -30507730.000000 Penalty: 6124.190918
	Iteration 12Q: 3 clusters Score -3.050773e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 202329 members 
Entering Unmasked Estep 
Score: -30509070.000000 Penalty: 6124.190918
	Iteration 13Q: 3 clusters Score -3.050907e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 206645 members 
Entering Unmasked Estep 
Score: -30510134.000000 Penalty: 6124.190918
	Iteration 14Q: 3 clusters Score -3.051013e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 210561 members 
Entering Unmasked Estep 
Score: -30511032.000000 Penalty: 6124.190918
	Iteration 15Q: 3 clusters Score -3.051103e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 214029 members 
Entering Unmasked Estep 
Score: -30511552.000000 Penalty: 6124.190918
	Iteration 16Q: 3 clusters Score -3.051155e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 216951 members 
Entering Unmasked Estep 
Score: -30511950.000000 Penalty: 6124.190918
	Iteration 17Q: 3 clusters Score -3.051195e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 219403 members 
Entering Unmasked Estep 
Score: -30512076.000000 Penalty: 6124.190918
	Iteration 18Q: 3 clusters Score -3.051208e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 221450 members 
Entering Unmasked Estep 
Score: -30512302.000000 Penalty: 6124.190918
	Iteration 19Q: 3 clusters Score -3.05123e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 223043 members 
Entering Unmasked Estep 
Score: -30512562.000000 Penalty: 6124.190918
	Iteration 20F: 3 clusters Score -3.051256e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 224326 members 
Entering Unmasked Estep 
Score: -30512706.000000 Penalty: 6124.190918
	Iteration 21Q: 3 clusters Score -3.051271e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 225322 members 
Entering Unmasked Estep 
Score: -30512768.000000 Penalty: 6124.190918
	Iteration 22Q: 3 clusters Score -3.051277e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 226088 members 
Entering Unmasked Estep 
Score: -30512798.000000 Penalty: 6124.190918
	Iteration 23Q: 3 clusters Score -3.05128e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 226659 members 
Entering Unmasked Estep 
Score: -30512896.000000 Penalty: 6124.190918
	Iteration 24Q: 3 clusters Score -3.05129e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 227090 members 
Entering Unmasked Estep 
Score: -30512980.000000 Penalty: 6124.190918
	Iteration 25Q: 3 clusters Score -3.051298e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 227417 members 
Entering Unmasked Estep 
Score: -30512980.000000 Penalty: 6124.190918
	Iteration 26Q: 3 clusters Score -3.051298e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 227682 members 
Entering Unmasked Estep 
Score: -30513032.000000 Penalty: 6124.190918
	Iteration 27Q: 3 clusters Score -3.051303e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 227883 members 
Entering Unmasked Estep 
Score: -30513044.000000 Penalty: 6124.190918
	Iteration 28Q: 3 clusters Score -3.051304e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 228054 members 
Entering Unmasked Estep 
Score: -30513084.000000 Penalty: 6124.190918
	Iteration 29Q: 3 clusters Score -3.051308e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 228166 members 
Entering Unmasked Estep 
Score: -30513130.000000 Penalty: 6124.190918
	Iteration 30Q: 3 clusters Score -3.051313e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 228280 members 
Entering Unmasked Estep 
Score: -30513142.000000 Penalty: 6124.190918
	Iteration 31Q: 3 clusters Score -3.051314e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 228351 members 
Entering Unmasked Estep 
Score: -30513170.000000 Penalty: 6124.190918
	Iteration 32Q: 3 clusters Score -3.051317e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 228406 members 
Entering Unmasked Estep 
Score: -30513152.000000 Penalty: 6124.190918
	Iteration 33Q: 3 clusters Score -3.051315e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 228459 members 
Entering Unmasked Estep 
Score: -30513142.000000 Penalty: 6124.190918
	Iteration 34Q: 3 clusters Score -3.051314e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 228496 members 
Entering Unmasked Estep 
Score: -30513184.000000 Penalty: 6124.190918
	Iteration 35Q: 3 clusters Score -3.051318e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 228527 members 
Entering Unmasked Estep 
Score: -30513206.000000 Penalty: 6124.190918
	Iteration 36Q: 3 clusters Score -3.051321e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 228562 members 
Entering Unmasked Estep 
Score: -30513202.000000 Penalty: 6124.190918
	Iteration 37Q: 3 clusters Score -3.05132e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 228589 members 
Entering Unmasked Estep 
Score: -30513220.000000 Penalty: 6124.190918
	Iteration 38Q: 3 clusters Score -3.051322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 228606 members 
Entering Unmasked Estep 
Score: -30513252.000000 Penalty: 6124.190918
	Iteration 39Q: 3 clusters Score -3.051325e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 228623 members 
Entering Unmasked Estep 
Score: -30513228.000000 Penalty: 6124.190918
	Iteration 40F: 3 clusters Score -3.051323e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 228640 members 
Entering Unmasked Estep 
Score: -30513204.000000 Penalty: 6124.190918
	Iteration 41Q: 3 clusters Score -3.05132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 228655 members 
Entering Unmasked Estep 
Score: -30513222.000000 Penalty: 6124.190918
	Iteration 42Q: 3 clusters Score -3.051322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 228660 members 
Entering Unmasked Estep 
Score: -30513226.000000 Penalty: 6124.190918
	Iteration 43Q: 3 clusters Score -3.051323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 228665 members 
Entering Unmasked Estep 
Score: -30513246.000000 Penalty: 6124.190918
	Iteration 44Q: 3 clusters Score -3.051325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 228675 members 
Entering Unmasked Estep 
Score: -30513234.000000 Penalty: 6124.190918
	Iteration 45Q: 3 clusters Score -3.051323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 228678 members 
Entering Unmasked Estep 
Score: -30513262.000000 Penalty: 6124.190918
	Iteration 46Q: 3 clusters Score -3.051326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 228685 members 
Entering Unmasked Estep 
Score: -30513242.000000 Penalty: 6124.190918
	Iteration 47Q: 3 clusters Score -3.051324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 228692 members 
Entering Unmasked Estep 
Score: -30513274.000000 Penalty: 6124.190918
	Iteration 48Q: 3 clusters Score -3.051327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 228699 members 
Entering Unmasked Estep 
Score: -30513264.000000 Penalty: 6124.190918
	Iteration 49Q: 3 clusters Score -3.051326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 228706 members 
Entering Unmasked Estep 
Score: -30513270.000000 Penalty: 6124.190918
	Iteration 50Q: 3 clusters Score -3.051327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 228708 members 
Entering Unmasked Estep 
Score: -30513258.000000 Penalty: 6124.190918
	Iteration 51Q: 3 clusters Score -3.051326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 228708 members 
Entering Unmasked Estep 
Score: -30513268.000000 Penalty: 6124.190918
	Iteration 52Q: 3 clusters Score -3.051327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 228709 members 
Entering Unmasked Estep 
Score: -30513282.000000 Penalty: 6124.190918
	Iteration 53Q: 3 clusters Score -3.051328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 228711 members 
Entering Unmasked Estep 
Score: -30513282.000000 Penalty: 6124.190918
	Iteration 54Q: 3 clusters Score -3.051328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 228712 members 
Entering Unmasked Estep 
Score: -30513288.000000 Penalty: 6124.190918
	Iteration 55Q: 3 clusters Score -3.051329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 228713 members 
Entering Unmasked Estep 
Score: -30513304.000000 Penalty: 6124.190918
	Iteration 56Q: 3 clusters Score -3.05133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 228715 members 
Entering Unmasked Estep 
Score: -30513308.000000 Penalty: 6124.190918
	Iteration 57Q: 3 clusters Score -3.051331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 228714 members 
Entering Unmasked Estep 
Score: -30513300.000000 Penalty: 6124.190918
	Iteration 58Q: 3 clusters Score -3.05133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 228715 members 
Entering Unmasked Estep 
Score: -30513286.000000 Penalty: 6124.190918
	Iteration 59Q: 3 clusters Score -3.051329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 228717 members 
Entering Unmasked Estep 
Score: -30513290.000000 Penalty: 6124.190918
	Iteration 60F: 3 clusters Score -3.051329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 228718 members 
Entering Unmasked Estep 
Score: -30513270.000000 Penalty: 6124.190918
	Iteration 61Q: 3 clusters Score -3.051327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 228721 members 
Entering Unmasked Estep 
Score: -30513272.000000 Penalty: 6124.190918
	Iteration 62Q: 3 clusters Score -3.051327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 228725 members 
Entering Unmasked Estep 
Score: -30513282.000000 Penalty: 6124.190918
	Iteration 63Q: 3 clusters Score -3.051328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 228726 members 
Entering Unmasked Estep 
Score: -30513276.000000 Penalty: 6124.190918
	Iteration 64Q: 3 clusters Score -3.051328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 228726 members 
Entering Unmasked Estep 
Score: -30513276.000000 Penalty: 6124.190918
	Iteration 65F: 3 clusters Score -3.051328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Entering Unmasked Estep 
Score: -5737720.500000 Penalty: 2654.499512
	Iteration 0F: 2 clusters Score -5737720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -5707632.000000 Penalty: 5308.999023
	Iteration 0F: 3 clusters Score -5707632 nChanged 20613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -5719727.000000 Penalty: 5308.999023
	Iteration 1F: 3 clusters Score -5719727 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5721756.000000 Penalty: 5308.999023
	Iteration 2F: 3 clusters Score -5721756 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5724406.500000 Penalty: 5308.999023
	Iteration 3F: 3 clusters Score -5724406 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5727410.000000 Penalty: 5308.999023
	Iteration 4F: 3 clusters Score -5727410 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -5730361.500000 Penalty: 5308.999023
	Iteration 5F: 3 clusters Score -5730362 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -5732544.000000 Penalty: 5308.999023
	Iteration 6F: 3 clusters Score -5732544 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -5733929.000000 Penalty: 5308.999023
	Iteration 7F: 3 clusters Score -5733929 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -5734849.000000 Penalty: 5308.999023
	Iteration 8Q: 3 clusters Score -5734849 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -5735719.000000 Penalty: 5308.999023
	Iteration 9Q: 3 clusters Score -5735719 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -5736663.500000 Penalty: 5308.999023
	Iteration 10Q: 3 clusters Score -5736664 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -5737824.500000 Penalty: 5308.999023
	Iteration 11Q: 3 clusters Score -5737824 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -5738890.000000 Penalty: 5308.999023
	Iteration 12Q: 3 clusters Score -5738890 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5739349.000000 Penalty: 5308.999023
	Iteration 13Q: 3 clusters Score -5739349 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5739568.000000 Penalty: 5308.999023
	Iteration 14Q: 3 clusters Score -5739568 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5739653.000000 Penalty: 5308.999023
	Iteration 15Q: 3 clusters Score -5739653 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5739705.000000 Penalty: 5308.999023
	Iteration 16Q: 3 clusters Score -5739705 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5739757.500000 Penalty: 5308.999023
	Iteration 17Q: 3 clusters Score -5739758 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5739771.500000 Penalty: 5308.999023
	Iteration 18Q: 3 clusters Score -5739772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5739789.000000 Penalty: 5308.999023
	Iteration 19Q: 3 clusters Score -5739789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5739802.000000 Penalty: 5308.999023
	Iteration 20F: 3 clusters Score -5739802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5739801.000000 Penalty: 5308.999023
	Iteration 21Q: 3 clusters Score -5739801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5739805.000000 Penalty: 5308.999023
	Iteration 22Q: 3 clusters Score -5739805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5739814.000000 Penalty: 5308.999023
	Iteration 23Q: 3 clusters Score -5739814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5739807.500000 Penalty: 5308.999023
	Iteration 24Q: 3 clusters Score -5739808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5739816.500000 Penalty: 5308.999023
	Iteration 25Q: 3 clusters Score -5739816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5739816.500000 Penalty: 5308.999023
	Iteration 26Q: 3 clusters Score -5739816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5739813.500000 Penalty: 5308.999023
	Iteration 27Q: 3 clusters Score -5739814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5739816.500000 Penalty: 5308.999023
	Iteration 28Q: 3 clusters Score -5739816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5739815.500000 Penalty: 5308.999023
	Iteration 29Q: 3 clusters Score -5739816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5739822.500000 Penalty: 5308.999023
	Iteration 30Q: 3 clusters Score -5739822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5739827.000000 Penalty: 5308.999023
	Iteration 31Q: 3 clusters Score -5739827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5739832.000000 Penalty: 5308.999023
	Iteration 32Q: 3 clusters Score -5739832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5739835.000000 Penalty: 5308.999023
	Iteration 33Q: 3 clusters Score -5739835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5739836.500000 Penalty: 5308.999023
	Iteration 34Q: 3 clusters Score -5739836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5739838.500000 Penalty: 5308.999023
	Iteration 35Q: 3 clusters Score -5739838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5739841.000000 Penalty: 5308.999023
	Iteration 36Q: 3 clusters Score -5739841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5739838.000000 Penalty: 5308.999023
	Iteration 37Q: 3 clusters Score -5739838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5739835.000000 Penalty: 5308.999023
	Iteration 38Q: 3 clusters Score -5739835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5739832.500000 Penalty: 5308.999023
	Iteration 39Q: 3 clusters Score -5739832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5739843.500000 Penalty: 5308.999023
	Iteration 40F: 3 clusters Score -5739844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5739842.500000 Penalty: 5308.999023
	Iteration 41Q: 3 clusters Score -5739842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5739848.000000 Penalty: 5308.999023
	Iteration 42Q: 3 clusters Score -5739848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5739854.000000 Penalty: 5308.999023
	Iteration 43Q: 3 clusters Score -5739854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5739851.000000 Penalty: 5308.999023
	Iteration 44Q: 3 clusters Score -5739851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5739853.500000 Penalty: 5308.999023
	Iteration 45Q: 3 clusters Score -5739854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5739853.500000 Penalty: 5308.999023
	Iteration 46F: 3 clusters Score -5739854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 3 contains 230305 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 5730 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 9 contains 185787 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 49502 members 
Mstep: Class 15 contains 27290 members 
Mstep: Class 16 contains 120357 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 5077 members 
Entering Unmasked Estep 
Score: -133180320.000000 Penalty: 65227.906250
Splitting cluster 4 changes total score from -133178824.000000 to -133180320.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -475175.468750 Penalty: 2048.730469
	Iteration 0F: 2 clusters Score -475175.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -471496.500000 Penalty: 4097.460938
	Iteration 0F: 3 clusters Score -471496.5 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -473080.375000 Penalty: 4097.460938
	Iteration 1F: 3 clusters Score -473080.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -474452.812500 Penalty: 4097.460938
	Iteration 2F: 3 clusters Score -474452.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -475402.500000 Penalty: 4097.460938
	Iteration 3F: 3 clusters Score -475402.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -475880.187500 Penalty: 4097.460938
	Iteration 4F: 3 clusters Score -475880.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -476096.031250 Penalty: 4097.460938
	Iteration 5Q: 3 clusters Score -476096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -476208.656250 Penalty: 4097.460938
	Iteration 6Q: 3 clusters Score -476208.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -476280.937500 Penalty: 4097.460938
	Iteration 7Q: 3 clusters Score -476280.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -476339.750000 Penalty: 4097.460938
	Iteration 8Q: 3 clusters Score -476339.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -476390.218750 Penalty: 4097.460938
	Iteration 9Q: 3 clusters Score -476390.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -476443.656250 Penalty: 4097.460938
	Iteration 10Q: 3 clusters Score -476443.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -476514.906250 Penalty: 4097.460938
	Iteration 11Q: 3 clusters Score -476514.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -476580.968750 Penalty: 4097.460938
	Iteration 12Q: 3 clusters Score -476581 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -476643.468750 Penalty: 4097.460938
	Iteration 13Q: 3 clusters Score -476643.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -476702.875000 Penalty: 4097.460938
	Iteration 14Q: 3 clusters Score -476702.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -476768.281250 Penalty: 4097.460938
	Iteration 15Q: 3 clusters Score -476768.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -476843.750000 Penalty: 4097.460938
	Iteration 16Q: 3 clusters Score -476843.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -476934.218750 Penalty: 4097.460938
	Iteration 17Q: 3 clusters Score -476934.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -477059.250000 Penalty: 4097.460938
	Iteration 18Q: 3 clusters Score -477059.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -477206.781250 Penalty: 4097.460938
	Iteration 19Q: 3 clusters Score -477206.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -477370.500000 Penalty: 4097.460938
	Iteration 20F: 3 clusters Score -477370.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -477533.312500 Penalty: 4097.460938
	Iteration 21Q: 3 clusters Score -477533.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -477701.312500 Penalty: 4097.460938
	Iteration 22Q: 3 clusters Score -477701.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -477851.281250 Penalty: 4097.460938
	Iteration 23Q: 3 clusters Score -477851.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -477963.468750 Penalty: 4097.460938
	Iteration 24Q: 3 clusters Score -477963.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -478037.125000 Penalty: 4097.460938
	Iteration 25Q: 3 clusters Score -478037.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -478077.156250 Penalty: 4097.460938
	Iteration 26Q: 3 clusters Score -478077.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -478102.500000 Penalty: 4097.460938
	Iteration 27Q: 3 clusters Score -478102.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -478113.843750 Penalty: 4097.460938
	Iteration 28Q: 3 clusters Score -478113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -478123.625000 Penalty: 4097.460938
	Iteration 29Q: 3 clusters Score -478123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -478126.250000 Penalty: 4097.460938
	Iteration 30Q: 3 clusters Score -478126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -478129.437500 Penalty: 4097.460938
	Iteration 31Q: 3 clusters Score -478129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -478131.218750 Penalty: 4097.460938
	Iteration 32Q: 3 clusters Score -478131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -478133.312500 Penalty: 4097.460938
	Iteration 33Q: 3 clusters Score -478133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -478133.781250 Penalty: 4097.460938
	Iteration 34Q: 3 clusters Score -478133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -478133.781250 Penalty: 4097.460938
	Iteration 35F: 3 clusters Score -478133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 230305 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 5730 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 9 contains 185787 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 49502 members 
Mstep: Class 15 contains 27290 members 
Mstep: Class 16 contains 120357 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 5077 members 
Entering Unmasked Estep 
Score: -133182024.000000 Penalty: 68660.953125
Splitting cluster 5 changes total score from -133178824.000000 to -133182024.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (5730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Entering Unmasked Estep 
Score: -657204.625000 Penalty: 2146.060791
	Iteration 0F: 2 clusters Score -657204.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -652331.562500 Penalty: 4292.121582
	Iteration 0F: 3 clusters Score -652331.6 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -653901.937500 Penalty: 4292.121582
	Iteration 1F: 3 clusters Score -653901.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -654437.500000 Penalty: 4292.121582
	Iteration 2F: 3 clusters Score -654437.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -654975.937500 Penalty: 4292.121582
	Iteration 3F: 3 clusters Score -654975.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -655853.687500 Penalty: 4292.121582
	Iteration 4F: 3 clusters Score -655853.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -657240.937500 Penalty: 4292.121582
	Iteration 5F: 3 clusters Score -657240.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -658246.937500 Penalty: 4292.121582
	Iteration 6F: 3 clusters Score -658246.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -658521.937500 Penalty: 4292.121582
	Iteration 7Q: 3 clusters Score -658521.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -658588.187500 Penalty: 4292.121582
	Iteration 8Q: 3 clusters Score -658588.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -658622.625000 Penalty: 4292.121582
	Iteration 9Q: 3 clusters Score -658622.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -658629.875000 Penalty: 4292.121582
	Iteration 10Q: 3 clusters Score -658629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -658632.062500 Penalty: 4292.121582
	Iteration 11Q: 3 clusters Score -658632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -658635.250000 Penalty: 4292.121582
	Iteration 12Q: 3 clusters Score -658635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -658635.250000 Penalty: 4292.121582
	Iteration 13F: 3 clusters Score -658635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 230305 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 185787 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 49502 members 
Mstep: Class 15 contains 27290 members 
Mstep: Class 16 contains 120357 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 5077 members 
Entering Unmasked Estep 
Score: -133182096.000000 Penalty: 72094.000000
Splitting cluster 6 changes total score from -133178824.000000 to -133182096.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (19179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Entering Unmasked Estep 
Score: -2584589.250000 Penalty: 2445.669678
	Iteration 0F: 2 clusters Score -2584589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2571024.500000 Penalty: 4891.339355
	Iteration 0F: 3 clusters Score -2571024 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2575547.500000 Penalty: 4891.339355
	Iteration 1F: 3 clusters Score -2575548 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2575967.750000 Penalty: 4891.339355
	Iteration 2F: 3 clusters Score -2575968 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2576347.750000 Penalty: 4891.339355
	Iteration 3Q: 3 clusters Score -2576348 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2576751.500000 Penalty: 4891.339355
	Iteration 4Q: 3 clusters Score -2576752 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2577283.750000 Penalty: 4891.339355
	Iteration 5Q: 3 clusters Score -2577284 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2578082.750000 Penalty: 4891.339355
	Iteration 6F: 3 clusters Score -2578083 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2579131.750000 Penalty: 4891.339355
	Iteration 7F: 3 clusters Score -2579132 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2580379.500000 Penalty: 4891.339355
	Iteration 8F: 3 clusters Score -2580380 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2581693.250000 Penalty: 4891.339355
	Iteration 9F: 3 clusters Score -2581693 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2582668.750000 Penalty: 4891.339355
	Iteration 10F: 3 clusters Score -2582669 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2583256.750000 Penalty: 4891.339355
	Iteration 11Q: 3 clusters Score -2583257 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2583559.750000 Penalty: 4891.339355
	Iteration 12Q: 3 clusters Score -2583560 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2583729.750000 Penalty: 4891.339355
	Iteration 13Q: 3 clusters Score -2583730 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2583818.000000 Penalty: 4891.339355
	Iteration 14Q: 3 clusters Score -2583818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2583852.250000 Penalty: 4891.339355
	Iteration 15Q: 3 clusters Score -2583852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2583883.750000 Penalty: 4891.339355
	Iteration 16Q: 3 clusters Score -2583884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2583897.750000 Penalty: 4891.339355
	Iteration 17Q: 3 clusters Score -2583898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2583908.750000 Penalty: 4891.339355
	Iteration 18Q: 3 clusters Score -2583909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2583918.250000 Penalty: 4891.339355
	Iteration 19Q: 3 clusters Score -2583918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2583923.000000 Penalty: 4891.339355
	Iteration 20F: 3 clusters Score -2583923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2583925.250000 Penalty: 4891.339355
	Iteration 21Q: 3 clusters Score -2583925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2583927.500000 Penalty: 4891.339355
	Iteration 22Q: 3 clusters Score -2583928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2583927.750000 Penalty: 4891.339355
	Iteration 23Q: 3 clusters Score -2583928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2583927.750000 Penalty: 4891.339355
	Iteration 24F: 3 clusters Score -2583928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (185787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185787 members 
Entering Unmasked Estep 
Score: -24659342.000000 Penalty: 3008.824219
	Iteration 0F: 2 clusters Score -2.465934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -24539974.000000 Penalty: 6017.648438
	Iteration 0F: 3 clusters Score -2.453997e+07 nChanged 89099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -24592500.000000 Penalty: 6017.648438
	Iteration 1F: 3 clusters Score -2.45925e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -24593752.000000 Penalty: 6017.648438
	Iteration 2Q: 3 clusters Score -2.459375e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -24595536.000000 Penalty: 6017.648438
	Iteration 3Q: 3 clusters Score -2.459554e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -24598046.000000 Penalty: 6017.648438
	Iteration 4Q: 3 clusters Score -2.459805e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110502 members 
Mstep: Class 2 contains 75285 members 
Entering Unmasked Estep 
Score: -24602058.000000 Penalty: 6017.648438
	Iteration 5Q: 3 clusters Score -2.460206e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118394 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -24608540.000000 Penalty: 6017.648438
	Iteration 6F: 3 clusters Score -2.460854e+07 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128092 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -24618410.000000 Penalty: 6017.648438
	Iteration 7F: 3 clusters Score -2.461841e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138224 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -24629366.000000 Penalty: 6017.648438
	Iteration 8F: 3 clusters Score -2.462937e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146938 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -24639364.000000 Penalty: 6017.648438
	Iteration 9F: 3 clusters Score -2.463936e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -24645896.000000 Penalty: 6017.648438
	Iteration 10Q: 3 clusters Score -2.46459e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157617 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -24649690.000000 Penalty: 6017.648438
	Iteration 11Q: 3 clusters Score -2.464969e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161465 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -24652386.000000 Penalty: 6017.648438
	Iteration 12Q: 3 clusters Score -2.465239e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164810 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -24654468.000000 Penalty: 6017.648438
	Iteration 13Q: 3 clusters Score -2.465447e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167740 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -24656396.000000 Penalty: 6017.648438
	Iteration 14Q: 3 clusters Score -2.46564e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -24658040.000000 Penalty: 6017.648438
	Iteration 15Q: 3 clusters Score -2.465804e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171824 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -24659398.000000 Penalty: 6017.648438
	Iteration 16Q: 3 clusters Score -2.46594e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173019 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -24660132.000000 Penalty: 6017.648438
	Iteration 17Q: 3 clusters Score -2.466013e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173763 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -24660744.000000 Penalty: 6017.648438
	Iteration 18Q: 3 clusters Score -2.466074e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174266 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -24661050.000000 Penalty: 6017.648438
	Iteration 19Q: 3 clusters Score -2.466105e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -24661244.000000 Penalty: 6017.648438
	Iteration 20F: 3 clusters Score -2.466124e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174869 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -24661294.000000 Penalty: 6017.648438
	Iteration 21Q: 3 clusters Score -2.466129e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175016 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -24661266.000000 Penalty: 6017.648438
	Iteration 22Q: 3 clusters Score -2.466127e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175124 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -24661342.000000 Penalty: 6017.648438
	Iteration 23Q: 3 clusters Score -2.466134e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175218 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -24661364.000000 Penalty: 6017.648438
	Iteration 24Q: 3 clusters Score -2.466136e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175253 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -24661314.000000 Penalty: 6017.648438
	Iteration 25Q: 3 clusters Score -2.466131e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175266 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -24661302.000000 Penalty: 6017.648438
	Iteration 26Q: 3 clusters Score -2.46613e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175262 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -24661284.000000 Penalty: 6017.648438
	Iteration 27Q: 3 clusters Score -2.466128e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175278 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -24661330.000000 Penalty: 6017.648438
	Iteration 28Q: 3 clusters Score -2.466133e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175277 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -24661324.000000 Penalty: 6017.648438
	Iteration 29Q: 3 clusters Score -2.466132e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175286 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -24661370.000000 Penalty: 6017.648438
	Iteration 30Q: 3 clusters Score -2.466137e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175283 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -24661392.000000 Penalty: 6017.648438
	Iteration 31Q: 3 clusters Score -2.466139e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175273 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -24661398.000000 Penalty: 6017.648438
	Iteration 32Q: 3 clusters Score -2.46614e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175256 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -24661412.000000 Penalty: 6017.648438
	Iteration 33Q: 3 clusters Score -2.466141e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -24661394.000000 Penalty: 6017.648438
	Iteration 34Q: 3 clusters Score -2.466139e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -24661408.000000 Penalty: 6017.648438
	Iteration 35Q: 3 clusters Score -2.466141e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175224 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -24661430.000000 Penalty: 6017.648438
	Iteration 36Q: 3 clusters Score -2.466143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -24661414.000000 Penalty: 6017.648438
	Iteration 37Q: 3 clusters Score -2.466141e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175201 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -24661402.000000 Penalty: 6017.648438
	Iteration 38Q: 3 clusters Score -2.46614e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175193 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -24661444.000000 Penalty: 6017.648438
	Iteration 39Q: 3 clusters Score -2.466144e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175181 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -24661448.000000 Penalty: 6017.648438
	Iteration 40F: 3 clusters Score -2.466145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -24661442.000000 Penalty: 6017.648438
	Iteration 41Q: 3 clusters Score -2.466144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175164 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -24661454.000000 Penalty: 6017.648438
	Iteration 42Q: 3 clusters Score -2.466145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175156 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -24661440.000000 Penalty: 6017.648438
	Iteration 43Q: 3 clusters Score -2.466144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -24661458.000000 Penalty: 6017.648438
	Iteration 44Q: 3 clusters Score -2.466146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175137 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -24661454.000000 Penalty: 6017.648438
	Iteration 45Q: 3 clusters Score -2.466145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175135 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -24661454.000000 Penalty: 6017.648438
	Iteration 46Q: 3 clusters Score -2.466145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175133 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -24661442.000000 Penalty: 6017.648438
	Iteration 47Q: 3 clusters Score -2.466144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -24661450.000000 Penalty: 6017.648438
	Iteration 48Q: 3 clusters Score -2.466145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175129 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -24661434.000000 Penalty: 6017.648438
	Iteration 49Q: 3 clusters Score -2.466143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175127 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -24661458.000000 Penalty: 6017.648438
	Iteration 50Q: 3 clusters Score -2.466146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175128 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -24661472.000000 Penalty: 6017.648438
	Iteration 51Q: 3 clusters Score -2.466147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175126 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -24661478.000000 Penalty: 6017.648438
	Iteration 52Q: 3 clusters Score -2.466148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175122 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -24661484.000000 Penalty: 6017.648438
	Iteration 53Q: 3 clusters Score -2.466148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -24661458.000000 Penalty: 6017.648438
	Iteration 54Q: 3 clusters Score -2.466146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175118 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -24661460.000000 Penalty: 6017.648438
	Iteration 55Q: 3 clusters Score -2.466146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -24661456.000000 Penalty: 6017.648438
	Iteration 56Q: 3 clusters Score -2.466146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175116 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -24661454.000000 Penalty: 6017.648438
	Iteration 57Q: 3 clusters Score -2.466145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175115 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -24661456.000000 Penalty: 6017.648438
	Iteration 58Q: 3 clusters Score -2.466146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175113 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -24661448.000000 Penalty: 6017.648438
	Iteration 59Q: 3 clusters Score -2.466145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175112 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -24661438.000000 Penalty: 6017.648438
	Iteration 60F: 3 clusters Score -2.466144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175115 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -24661456.000000 Penalty: 6017.648438
	Iteration 61Q: 3 clusters Score -2.466146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175117 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -24661448.000000 Penalty: 6017.648438
	Iteration 62Q: 3 clusters Score -2.466145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -24661436.000000 Penalty: 6017.648438
	Iteration 63Q: 3 clusters Score -2.466144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -24661450.000000 Penalty: 6017.648438
	Iteration 64Q: 3 clusters Score -2.466145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -24661440.000000 Penalty: 6017.648438
	Iteration 65Q: 3 clusters Score -2.466144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -24661440.000000 Penalty: 6017.648438
	Iteration 66F: 3 clusters Score -2.466144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 230305 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 175119 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 49502 members 
Mstep: Class 15 contains 27290 members 
Mstep: Class 16 contains 120357 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 5077 members 
Entering Unmasked Estep 
Score: -133183944.000000 Penalty: 75527.054688
Splitting cluster 9 changes total score from -133178824.000000 to -133183944.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 10 (26363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Entering Unmasked Estep 
Score: -3430221.500000 Penalty: 2524.569824
	Iteration 0F: 2 clusters Score -3430222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3411887.000000 Penalty: 5049.139648
	Iteration 0F: 3 clusters Score -3411887 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3418295.500000 Penalty: 5049.139648
	Iteration 1F: 3 clusters Score -3418296 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3418859.750000 Penalty: 5049.139648
	Iteration 2F: 3 clusters Score -3418860 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3419524.250000 Penalty: 5049.139648
	Iteration 3F: 3 clusters Score -3419524 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3420397.500000 Penalty: 5049.139648
	Iteration 4F: 3 clusters Score -3420398 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3421451.750000 Penalty: 5049.139648
	Iteration 5F: 3 clusters Score -3421452 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -3422662.250000 Penalty: 5049.139648
	Iteration 6F: 3 clusters Score -3422662 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3423909.250000 Penalty: 5049.139648
	Iteration 7F: 3 clusters Score -3423909 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3424907.500000 Penalty: 5049.139648
	Iteration 8F: 3 clusters Score -3424908 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3425678.750000 Penalty: 5049.139648
	Iteration 9Q: 3 clusters Score -3425679 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3426218.000000 Penalty: 5049.139648
	Iteration 10Q: 3 clusters Score -3426218 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3426602.250000 Penalty: 5049.139648
	Iteration 11Q: 3 clusters Score -3426602 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3426838.000000 Penalty: 5049.139648
	Iteration 12Q: 3 clusters Score -3426838 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3427050.500000 Penalty: 5049.139648
	Iteration 13Q: 3 clusters Score -3427050 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3427205.250000 Penalty: 5049.139648
	Iteration 14Q: 3 clusters Score -3427205 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3427302.250000 Penalty: 5049.139648
	Iteration 15Q: 3 clusters Score -3427302 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3427388.250000 Penalty: 5049.139648
	Iteration 16Q: 3 clusters Score -3427388 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3427472.000000 Penalty: 5049.139648
	Iteration 17Q: 3 clusters Score -3427472 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3427543.750000 Penalty: 5049.139648
	Iteration 18Q: 3 clusters Score -3427544 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3427635.750000 Penalty: 5049.139648
	Iteration 19Q: 3 clusters Score -3427636 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3427687.000000 Penalty: 5049.139648
	Iteration 20F: 3 clusters Score -3427687 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3427740.000000 Penalty: 5049.139648
	Iteration 21Q: 3 clusters Score -3427740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3427786.250000 Penalty: 5049.139648
	Iteration 22Q: 3 clusters Score -3427786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3427826.000000 Penalty: 5049.139648
	Iteration 23Q: 3 clusters Score -3427826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3427879.250000 Penalty: 5049.139648
	Iteration 24Q: 3 clusters Score -3427879 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3427931.000000 Penalty: 5049.139648
	Iteration 25Q: 3 clusters Score -3427931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3427964.500000 Penalty: 5049.139648
	Iteration 26Q: 3 clusters Score -3427964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3427977.750000 Penalty: 5049.139648
	Iteration 27Q: 3 clusters Score -3427978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3427992.250000 Penalty: 5049.139648
	Iteration 28Q: 3 clusters Score -3427992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3428004.500000 Penalty: 5049.139648
	Iteration 29Q: 3 clusters Score -3428004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3428010.750000 Penalty: 5049.139648
	Iteration 30Q: 3 clusters Score -3428011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3428023.500000 Penalty: 5049.139648
	Iteration 31Q: 3 clusters Score -3428024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3428046.750000 Penalty: 5049.139648
	Iteration 32Q: 3 clusters Score -3428047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3428062.500000 Penalty: 5049.139648
	Iteration 33Q: 3 clusters Score -3428062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3428080.500000 Penalty: 5049.139648
	Iteration 34Q: 3 clusters Score -3428080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3428088.750000 Penalty: 5049.139648
	Iteration 35Q: 3 clusters Score -3428089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3428109.250000 Penalty: 5049.139648
	Iteration 36Q: 3 clusters Score -3428109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3428113.250000 Penalty: 5049.139648
	Iteration 37Q: 3 clusters Score -3428113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3428111.750000 Penalty: 5049.139648
	Iteration 38Q: 3 clusters Score -3428112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3428112.250000 Penalty: 5049.139648
	Iteration 39Q: 3 clusters Score -3428112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3428110.500000 Penalty: 5049.139648
	Iteration 40F: 3 clusters Score -3428110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3428110.750000 Penalty: 5049.139648
	Iteration 41Q: 3 clusters Score -3428111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3428110.750000 Penalty: 5049.139648
	Iteration 42F: 3 clusters Score -3428111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -794565.625000 Penalty: 2170.718506
	Iteration 0F: 2 clusters Score -794565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -789191.312500 Penalty: 4341.437012
	Iteration 0F: 3 clusters Score -789191.3 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -790566.437500 Penalty: 4341.437012
	Iteration 1F: 3 clusters Score -790566.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -790845.375000 Penalty: 4341.437012
	Iteration 2F: 3 clusters Score -790845.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -791038.875000 Penalty: 4341.437012
	Iteration 3F: 3 clusters Score -791038.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -791201.437500 Penalty: 4341.437012
	Iteration 4Q: 3 clusters Score -791201.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -791343.062500 Penalty: 4341.437012
	Iteration 5Q: 3 clusters Score -791343.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -791468.000000 Penalty: 4341.437012
	Iteration 6Q: 3 clusters Score -791468 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -791579.375000 Penalty: 4341.437012
	Iteration 7Q: 3 clusters Score -791579.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -791674.437500 Penalty: 4341.437012
	Iteration 8Q: 3 clusters Score -791674.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -791752.250000 Penalty: 4341.437012
	Iteration 9Q: 3 clusters Score -791752.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -791839.625000 Penalty: 4341.437012
	Iteration 10Q: 3 clusters Score -791839.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -791917.250000 Penalty: 4341.437012
	Iteration 11Q: 3 clusters Score -791917.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -792004.000000 Penalty: 4341.437012
	Iteration 12Q: 3 clusters Score -792004 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -792087.250000 Penalty: 4341.437012
	Iteration 13Q: 3 clusters Score -792087.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -792166.937500 Penalty: 4341.437012
	Iteration 14Q: 3 clusters Score -792166.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -792257.937500 Penalty: 4341.437012
	Iteration 15Q: 3 clusters Score -792257.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -792353.500000 Penalty: 4341.437012
	Iteration 16Q: 3 clusters Score -792353.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -792451.250000 Penalty: 4341.437012
	Iteration 17Q: 3 clusters Score -792451.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -792544.750000 Penalty: 4341.437012
	Iteration 18Q: 3 clusters Score -792544.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -792625.875000 Penalty: 4341.437012
	Iteration 19Q: 3 clusters Score -792625.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -792686.062500 Penalty: 4341.437012
	Iteration 20F: 3 clusters Score -792686.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -792734.000000 Penalty: 4341.437012
	Iteration 21Q: 3 clusters Score -792734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -792767.562500 Penalty: 4341.437012
	Iteration 22Q: 3 clusters Score -792767.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -792796.812500 Penalty: 4341.437012
	Iteration 23Q: 3 clusters Score -792796.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -792825.687500 Penalty: 4341.437012
	Iteration 24Q: 3 clusters Score -792825.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -792841.687500 Penalty: 4341.437012
	Iteration 25Q: 3 clusters Score -792841.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -792848.750000 Penalty: 4341.437012
	Iteration 26Q: 3 clusters Score -792848.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -792854.562500 Penalty: 4341.437012
	Iteration 27Q: 3 clusters Score -792854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -792859.562500 Penalty: 4341.437012
	Iteration 28Q: 3 clusters Score -792859.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -792861.875000 Penalty: 4341.437012
	Iteration 29Q: 3 clusters Score -792861.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -792867.312500 Penalty: 4341.437012
	Iteration 30Q: 3 clusters Score -792867.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -792873.187500 Penalty: 4341.437012
	Iteration 31Q: 3 clusters Score -792873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -792877.687500 Penalty: 4341.437012
	Iteration 32Q: 3 clusters Score -792877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -792879.125000 Penalty: 4341.437012
	Iteration 33Q: 3 clusters Score -792879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -792881.375000 Penalty: 4341.437012
	Iteration 34Q: 3 clusters Score -792881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -792881.562500 Penalty: 4341.437012
	Iteration 35Q: 3 clusters Score -792881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -792881.500000 Penalty: 4341.437012
	Iteration 36Q: 3 clusters Score -792881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -792883.312500 Penalty: 4341.437012
	Iteration 37Q: 3 clusters Score -792883.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -792883.125000 Penalty: 4341.437012
	Iteration 38Q: 3 clusters Score -792883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -792883.125000 Penalty: 4341.437012
	Iteration 39Q: 3 clusters Score -792883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -792885.250000 Penalty: 4341.437012
	Iteration 40F: 3 clusters Score -792885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -792888.812500 Penalty: 4341.437012
	Iteration 41Q: 3 clusters Score -792888.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -792892.125000 Penalty: 4341.437012
	Iteration 42Q: 3 clusters Score -792892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -792894.375000 Penalty: 4341.437012
	Iteration 43Q: 3 clusters Score -792894.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -792897.937500 Penalty: 4341.437012
	Iteration 44Q: 3 clusters Score -792897.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -792900.250000 Penalty: 4341.437012
	Iteration 45Q: 3 clusters Score -792900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -792904.062500 Penalty: 4341.437012
	Iteration 46Q: 3 clusters Score -792904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -792906.750000 Penalty: 4341.437012
	Iteration 47Q: 3 clusters Score -792906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -792907.125000 Penalty: 4341.437012
	Iteration 48Q: 3 clusters Score -792907.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -792911.625000 Penalty: 4341.437012
	Iteration 49Q: 3 clusters Score -792911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -792911.250000 Penalty: 4341.437012
	Iteration 50Q: 3 clusters Score -792911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -792911.250000 Penalty: 4341.437012
	Iteration 51F: 3 clusters Score -792911.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -148881.265625 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -148881.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146817.250000 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -146817.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148048.468750 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -148048.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148753.421875 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -148753.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -149235.453125 Penalty: 3606.765137
	Iteration 3F: 3 clusters Score -149235.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -149615.750000 Penalty: 3606.765137
	Iteration 4F: 3 clusters Score -149615.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -149798.171875 Penalty: 3606.765137
	Iteration 5Q: 3 clusters Score -149798.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -150028.640625 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -150028.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150244.171875 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -150244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -150266.406250 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -150266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -150274.578125 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -150274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -150276.984375 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -150277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -150279.187500 Penalty: 3606.765137
	Iteration 11Q: 3 clusters Score -150279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -150284.609375 Penalty: 3606.765137
	Iteration 12Q: 3 clusters Score -150284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -150289.921875 Penalty: 3606.765137
	Iteration 13Q: 3 clusters Score -150289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -150294.015625 Penalty: 3606.765137
	Iteration 14Q: 3 clusters Score -150294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -150295.203125 Penalty: 3606.765137
	Iteration 15Q: 3 clusters Score -150295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -150295.203125 Penalty: 3606.765137
	Iteration 16F: 3 clusters Score -150295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 230305 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 175119 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 49502 members 
Mstep: Class 15 contains 27290 members 
Mstep: Class 16 contains 120357 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 5077 members 
Entering Unmasked Estep 
Score: -133183976.000000 Penalty: 78960.101562
Splitting cluster 13 changes total score from -133178824.000000 to -133183976.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (49502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Entering Unmasked Estep 
Score: -6205060.500000 Penalty: 2680.822754
	Iteration 0F: 2 clusters Score -6205060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -6171816.500000 Penalty: 5361.645508
	Iteration 0F: 3 clusters Score -6171816 nChanged 22738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6184712.000000 Penalty: 5361.645508
	Iteration 1F: 3 clusters Score -6184712 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -6186006.000000 Penalty: 5361.645508
	Iteration 2F: 3 clusters Score -6186006 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -6188076.500000 Penalty: 5361.645508
	Iteration 3F: 3 clusters Score -6188076 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -6191184.500000 Penalty: 5361.645508
	Iteration 4F: 3 clusters Score -6191184 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -6195036.500000 Penalty: 5361.645508
	Iteration 5F: 3 clusters Score -6195036 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6198222.000000 Penalty: 5361.645508
	Iteration 6F: 3 clusters Score -6198222 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -6200594.000000 Penalty: 5361.645508
	Iteration 7F: 3 clusters Score -6200594 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -6202334.000000 Penalty: 5361.645508
	Iteration 8Q: 3 clusters Score -6202334 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -6203414.000000 Penalty: 5361.645508
	Iteration 9Q: 3 clusters Score -6203414 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6204101.000000 Penalty: 5361.645508
	Iteration 10Q: 3 clusters Score -6204101 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -6204518.500000 Penalty: 5361.645508
	Iteration 11Q: 3 clusters Score -6204518 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -6204688.500000 Penalty: 5361.645508
	Iteration 12Q: 3 clusters Score -6204688 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -6204782.000000 Penalty: 5361.645508
	Iteration 13Q: 3 clusters Score -6204782 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -6204845.000000 Penalty: 5361.645508
	Iteration 14Q: 3 clusters Score -6204845 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -6204872.000000 Penalty: 5361.645508
	Iteration 15Q: 3 clusters Score -6204872 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -6204894.500000 Penalty: 5361.645508
	Iteration 16Q: 3 clusters Score -6204894 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -6204924.000000 Penalty: 5361.645508
	Iteration 17Q: 3 clusters Score -6204924 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -6204943.500000 Penalty: 5361.645508
	Iteration 18Q: 3 clusters Score -6204944 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -6204974.000000 Penalty: 5361.645508
	Iteration 19Q: 3 clusters Score -6204974 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -6204990.000000 Penalty: 5361.645508
	Iteration 20F: 3 clusters Score -6204990 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -6204992.500000 Penalty: 5361.645508
	Iteration 21Q: 3 clusters Score -6204992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -6205037.000000 Penalty: 5361.645508
	Iteration 22Q: 3 clusters Score -6205037 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -6205041.500000 Penalty: 5361.645508
	Iteration 23Q: 3 clusters Score -6205042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -6205038.000000 Penalty: 5361.645508
	Iteration 24Q: 3 clusters Score -6205038 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -6205037.500000 Penalty: 5361.645508
	Iteration 25Q: 3 clusters Score -6205038 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -6205066.500000 Penalty: 5361.645508
	Iteration 26Q: 3 clusters Score -6205066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -6205070.500000 Penalty: 5361.645508
	Iteration 27Q: 3 clusters Score -6205070 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -6205095.000000 Penalty: 5361.645508
	Iteration 28Q: 3 clusters Score -6205095 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -6205105.000000 Penalty: 5361.645508
	Iteration 29Q: 3 clusters Score -6205105 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -6205090.000000 Penalty: 5361.645508
	Iteration 30Q: 3 clusters Score -6205090 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -6205134.500000 Penalty: 5361.645508
	Iteration 31Q: 3 clusters Score -6205134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -6205145.000000 Penalty: 5361.645508
	Iteration 32Q: 3 clusters Score -6205145 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -6205145.000000 Penalty: 5361.645508
	Iteration 33Q: 3 clusters Score -6205145 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -6205151.000000 Penalty: 5361.645508
	Iteration 34Q: 3 clusters Score -6205151 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -6205170.000000 Penalty: 5361.645508
	Iteration 35Q: 3 clusters Score -6205170 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -6205179.500000 Penalty: 5361.645508
	Iteration 36Q: 3 clusters Score -6205180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -6205183.500000 Penalty: 5361.645508
	Iteration 37Q: 3 clusters Score -6205184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -6205194.500000 Penalty: 5361.645508
	Iteration 38Q: 3 clusters Score -6205194 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -6205195.500000 Penalty: 5361.645508
	Iteration 39Q: 3 clusters Score -6205196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -6205221.000000 Penalty: 5361.645508
	Iteration 40F: 3 clusters Score -6205221 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -6205201.000000 Penalty: 5361.645508
	Iteration 41Q: 3 clusters Score -6205201 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -6205212.500000 Penalty: 5361.645508
	Iteration 42Q: 3 clusters Score -6205212 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -6205215.000000 Penalty: 5361.645508
	Iteration 43Q: 3 clusters Score -6205215 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -6205216.000000 Penalty: 5361.645508
	Iteration 44Q: 3 clusters Score -6205216 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -6205208.500000 Penalty: 5361.645508
	Iteration 45Q: 3 clusters Score -6205208 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -6205209.000000 Penalty: 5361.645508
	Iteration 46Q: 3 clusters Score -6205209 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -6205243.000000 Penalty: 5361.645508
	Iteration 47Q: 3 clusters Score -6205243 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -6205277.500000 Penalty: 5361.645508
	Iteration 48Q: 3 clusters Score -6205278 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -6205309.500000 Penalty: 5361.645508
	Iteration 49Q: 3 clusters Score -6205310 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -6205321.000000 Penalty: 5361.645508
	Iteration 50Q: 3 clusters Score -6205321 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -6205281.500000 Penalty: 5361.645508
	Iteration 51Q: 3 clusters Score -6205282 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -6205322.000000 Penalty: 5361.645508
	Iteration 52Q: 3 clusters Score -6205322 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -6205367.000000 Penalty: 5361.645508
	Iteration 53Q: 3 clusters Score -6205367 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6205371.500000 Penalty: 5361.645508
	Iteration 54Q: 3 clusters Score -6205372 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -6205388.000000 Penalty: 5361.645508
	Iteration 55Q: 3 clusters Score -6205388 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6205401.500000 Penalty: 5361.645508
	Iteration 56Q: 3 clusters Score -6205402 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -6205425.500000 Penalty: 5361.645508
	Iteration 57Q: 3 clusters Score -6205426 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -6205426.500000 Penalty: 5361.645508
	Iteration 58Q: 3 clusters Score -6205426 nChanged 186
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Mstep: Class 1 contains 32220 members 
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Entering Unmasked Estep 
Score: -6205479.000000 Penalty: 5361.645508
	Iteration 59Q: 3 clusters Score -6205479 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -6205513.000000 Penalty: 5361.645508
	Iteration 60F: 3 clusters Score -6205513 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -6205534.000000 Penalty: 5361.645508
	Iteration 61Q: 3 clusters Score -6205534 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6205551 nChanged 202
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Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6205576 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6205644.500000 Penalty: 5361.645508
	Iteration 64Q: 3 clusters Score -6205644 nChanged 249
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Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -6205709.000000 Penalty: 5361.645508
	Iteration 65Q: 3 clusters Score -6205709 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -6205747.500000 Penalty: 5361.645508
	Iteration 66Q: 3 clusters Score -6205748 nChanged 265
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Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -6205798.500000 Penalty: 5361.645508
	Iteration 67Q: 3 clusters Score -6205798 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -6205858.000000 Penalty: 5361.645508
	Iteration 68Q: 3 clusters Score -6205858 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -6205941.500000 Penalty: 5361.645508
	Iteration 69Q: 3 clusters Score -6205942 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -6206034.500000 Penalty: 5361.645508
	Iteration 70Q: 3 clusters Score -6206034 nChanged 330
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Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -6206094.500000 Penalty: 5361.645508
	Iteration 71Q: 3 clusters Score -6206094 nChanged 339
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Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -6206176.000000 Penalty: 5361.645508
	Iteration 72Q: 3 clusters Score -6206176 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -6206267.500000 Penalty: 5361.645508
	Iteration 73Q: 3 clusters Score -6206268 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -6206321.000000 Penalty: 5361.645508
	Iteration 74Q: 3 clusters Score -6206321 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -6206410.500000 Penalty: 5361.645508
	Iteration 75Q: 3 clusters Score -6206410 nChanged 355
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Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6206478 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6206540.500000 Penalty: 5361.645508
	Iteration 77Q: 3 clusters Score -6206540 nChanged 285
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Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -6206606.500000 Penalty: 5361.645508
	Iteration 78Q: 3 clusters Score -6206606 nChanged 294
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Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -6206668.000000 Penalty: 5361.645508
	Iteration 79Q: 3 clusters Score -6206668 nChanged 294
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Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -6206732.000000 Penalty: 5361.645508
	Iteration 80F: 3 clusters Score -6206732 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -6206811.500000 Penalty: 5361.645508
	Iteration 81Q: 3 clusters Score -6206812 nChanged 271
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Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -6206842.500000 Penalty: 5361.645508
	Iteration 82Q: 3 clusters Score -6206842 nChanged 266
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Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -6206901.500000 Penalty: 5361.645508
	Iteration 83Q: 3 clusters Score -6206902 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6206937 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6206968 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -6206998.500000 Penalty: 5361.645508
	Iteration 86Q: 3 clusters Score -6206998 nChanged 192
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Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -6207001.500000 Penalty: 5361.645508
	Iteration 87Q: 3 clusters Score -6207002 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -6207017.500000 Penalty: 5361.645508
	Iteration 88Q: 3 clusters Score -6207018 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -6207033.500000 Penalty: 5361.645508
	Iteration 89Q: 3 clusters Score -6207034 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -6207053.500000 Penalty: 5361.645508
	Iteration 90Q: 3 clusters Score -6207054 nChanged 110
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Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6207066.500000 Penalty: 5361.645508
	Iteration 91Q: 3 clusters Score -6207066 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -6207081.500000 Penalty: 5361.645508
	Iteration 92Q: 3 clusters Score -6207082 nChanged 77
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Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -6207075.000000 Penalty: 5361.645508
	Iteration 93Q: 3 clusters Score -6207075 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -6207073.500000 Penalty: 5361.645508
	Iteration 94Q: 3 clusters Score -6207074 nChanged 51
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Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -6207081.500000 Penalty: 5361.645508
	Iteration 95Q: 3 clusters Score -6207082 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -6207096.000000 Penalty: 5361.645508
	Iteration 96Q: 3 clusters Score -6207096 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -6207106.500000 Penalty: 5361.645508
	Iteration 97Q: 3 clusters Score -6207106 nChanged 34
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Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -6207083.000000 Penalty: 5361.645508
	Iteration 98Q: 3 clusters Score -6207083 nChanged 34
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Mstep: Class 1 contains 40634 members 
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Entering Unmasked Estep 
Score: -6207097.500000 Penalty: 5361.645508
	Iteration 99Q: 3 clusters Score -6207098 nChanged 36
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Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -6207106.500000 Penalty: 5361.645508
	Iteration 100F: 3 clusters Score -6207106 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -6207101.500000 Penalty: 5361.645508
	Iteration 101Q: 3 clusters Score -6207102 nChanged 19
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Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -6207093.000000 Penalty: 5361.645508
	Iteration 102Q: 3 clusters Score -6207093 nChanged 22
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Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -6207104.000000 Penalty: 5361.645508
	Iteration 103Q: 3 clusters Score -6207104 nChanged 13
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Entering Unmasked Estep 
Score: -6207100.500000 Penalty: 5361.645508
	Iteration 104Q: 3 clusters Score -6207100 nChanged 16
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Entering Unmasked Estep 
Score: -6207095.500000 Penalty: 5361.645508
	Iteration 105Q: 3 clusters Score -6207096 nChanged 20
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6207100 nChanged 16
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6207102 nChanged 18
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6207102 nChanged 15
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Mstep: Class 1 contains 40815 members 
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Entering Unmasked Estep 
Score: -6207110.500000 Penalty: 5361.645508
	Iteration 109Q: 3 clusters Score -6207110 nChanged 16
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6207104 nChanged 11
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Entering Unmasked Estep 
Score: -6207109.500000 Penalty: 5361.645508
	Iteration 111Q: 3 clusters Score -6207110 nChanged 10
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Entering Unmasked Estep 
Score: -6207121.500000 Penalty: 5361.645508
	Iteration 112Q: 3 clusters Score -6207122 nChanged 11
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Entering Unmasked Estep 
Score: -6207119.000000 Penalty: 5361.645508
	Iteration 113Q: 3 clusters Score -6207119 nChanged 10
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Entering Unmasked Estep 
Score: -6207118.000000 Penalty: 5361.645508
	Iteration 114Q: 3 clusters Score -6207118 nChanged 5
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Entering Unmasked Estep 
Score: -6207121.500000 Penalty: 5361.645508
	Iteration 115Q: 3 clusters Score -6207122 nChanged 1
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Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6207117 nChanged 1
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6207118 nChanged 1
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Entering Unmasked Estep 
Score: -6207120.000000 Penalty: 5361.645508
	Iteration 118Q: 3 clusters Score -6207120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -6207120.000000 Penalty: 5361.645508
	Iteration 119Q: 3 clusters Score -6207120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -6207114.500000 Penalty: 5361.645508
	Iteration 120F: 3 clusters Score -6207114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -6207115.000000 Penalty: 5361.645508
	Iteration 121Q: 3 clusters Score -6207115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -6207117.000000 Penalty: 5361.645508
	Iteration 122Q: 3 clusters Score -6207117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -6207116.500000 Penalty: 5361.645508
	Iteration 123Q: 3 clusters Score -6207116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -6207113.500000 Penalty: 5361.645508
	Iteration 124Q: 3 clusters Score -6207114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -6207119.500000 Penalty: 5361.645508
	Iteration 125Q: 3 clusters Score -6207120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -6207118.000000 Penalty: 5361.645508
	Iteration 126Q: 3 clusters Score -6207118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -6207118.000000 Penalty: 5361.645508
	Iteration 127Q: 3 clusters Score -6207118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -6207112.000000 Penalty: 5361.645508
	Iteration 128Q: 3 clusters Score -6207112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -6207120.500000 Penalty: 5361.645508
	Iteration 129Q: 3 clusters Score -6207120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -6207123.000000 Penalty: 5361.645508
	Iteration 130Q: 3 clusters Score -6207123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -6207119.500000 Penalty: 5361.645508
	Iteration 131Q: 3 clusters Score -6207120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -6207117.000000 Penalty: 5361.645508
	Iteration 132Q: 3 clusters Score -6207117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -6207121.000000 Penalty: 5361.645508
	Iteration 133Q: 3 clusters Score -6207121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -6207121.000000 Penalty: 5361.645508
	Iteration 134F: 3 clusters Score -6207121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 230305 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 175119 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 40926 members 
Mstep: Class 15 contains 27290 members 
Mstep: Class 16 contains 120357 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 8576 members 
Entering Unmasked Estep 
Score: -133183544.000000 Penalty: 82393.148438
Splitting cluster 14 changes total score from -133178824.000000 to -133183544.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (27290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Entering Unmasked Estep 
Score: -3670682.000000 Penalty: 2533.140381
	Iteration 0F: 2 clusters Score -3670682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3651965.000000 Penalty: 5066.280762
	Iteration 0F: 3 clusters Score -3651965 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3658595.750000 Penalty: 5066.280762
	Iteration 1F: 3 clusters Score -3658596 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3659040.750000 Penalty: 5066.280762
	Iteration 2Q: 3 clusters Score -3659041 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3659550.750000 Penalty: 5066.280762
	Iteration 3Q: 3 clusters Score -3659551 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3660177.500000 Penalty: 5066.280762
	Iteration 4Q: 3 clusters Score -3660178 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3661236.750000 Penalty: 5066.280762
	Iteration 5F: 3 clusters Score -3661237 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3662612.750000 Penalty: 5066.280762
	Iteration 6F: 3 clusters Score -3662613 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3664279.500000 Penalty: 5066.280762
	Iteration 7F: 3 clusters Score -3664280 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3666173.750000 Penalty: 5066.280762
	Iteration 8F: 3 clusters Score -3666174 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3667847.750000 Penalty: 5066.280762
	Iteration 9F: 3 clusters Score -3667848 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3668979.750000 Penalty: 5066.280762
	Iteration 10Q: 3 clusters Score -3668980 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3669648.500000 Penalty: 5066.280762
	Iteration 11Q: 3 clusters Score -3669648 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3670007.250000 Penalty: 5066.280762
	Iteration 12Q: 3 clusters Score -3670007 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3670243.750000 Penalty: 5066.280762
	Iteration 13Q: 3 clusters Score -3670244 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3670363.250000 Penalty: 5066.280762
	Iteration 14Q: 3 clusters Score -3670363 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3670441.000000 Penalty: 5066.280762
	Iteration 15Q: 3 clusters Score -3670441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3670483.500000 Penalty: 5066.280762
	Iteration 16Q: 3 clusters Score -3670484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3670512.500000 Penalty: 5066.280762
	Iteration 17Q: 3 clusters Score -3670512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3670526.000000 Penalty: 5066.280762
	Iteration 18Q: 3 clusters Score -3670526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3670545.000000 Penalty: 5066.280762
	Iteration 19Q: 3 clusters Score -3670545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3670542.750000 Penalty: 5066.280762
	Iteration 20F: 3 clusters Score -3670543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3670556.250000 Penalty: 5066.280762
	Iteration 21Q: 3 clusters Score -3670556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3670560.250000 Penalty: 5066.280762
	Iteration 22Q: 3 clusters Score -3670560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3670566.000000 Penalty: 5066.280762
	Iteration 23Q: 3 clusters Score -3670566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3670571.500000 Penalty: 5066.280762
	Iteration 24Q: 3 clusters Score -3670572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3670570.000000 Penalty: 5066.280762
	Iteration 25Q: 3 clusters Score -3670570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3670569.000000 Penalty: 5066.280762
	Iteration 26Q: 3 clusters Score -3670569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3670567.250000 Penalty: 5066.280762
	Iteration 27Q: 3 clusters Score -3670567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3670570.750000 Penalty: 5066.280762
	Iteration 28Q: 3 clusters Score -3670571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3670571.000000 Penalty: 5066.280762
	Iteration 29Q: 3 clusters Score -3670571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3670571.750000 Penalty: 5066.280762
	Iteration 30Q: 3 clusters Score -3670572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3670575.500000 Penalty: 5066.280762
	Iteration 31Q: 3 clusters Score -3670576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3670577.500000 Penalty: 5066.280762
	Iteration 32Q: 3 clusters Score -3670578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3670575.000000 Penalty: 5066.280762
	Iteration 33Q: 3 clusters Score -3670575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3670577.000000 Penalty: 5066.280762
	Iteration 34Q: 3 clusters Score -3670577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3670580.500000 Penalty: 5066.280762
	Iteration 35Q: 3 clusters Score -3670580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3670581.500000 Penalty: 5066.280762
	Iteration 36Q: 3 clusters Score -3670582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3670583.250000 Penalty: 5066.280762
	Iteration 37Q: 3 clusters Score -3670583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3670589.000000 Penalty: 5066.280762
	Iteration 38Q: 3 clusters Score -3670589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3670588.500000 Penalty: 5066.280762
	Iteration 39Q: 3 clusters Score -3670588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3670587.000000 Penalty: 5066.280762
	Iteration 40F: 3 clusters Score -3670587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3670591.000000 Penalty: 5066.280762
	Iteration 41Q: 3 clusters Score -3670591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3670588.250000 Penalty: 5066.280762
	Iteration 42Q: 3 clusters Score -3670588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3670590.250000 Penalty: 5066.280762
	Iteration 43Q: 3 clusters Score -3670590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3670590.250000 Penalty: 5066.280762
	Iteration 44F: 3 clusters Score -3670590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (120357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Entering Unmasked Estep 
Score: -16026875.000000 Penalty: 2901.157959
	Iteration 0F: 2 clusters Score -1.602688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -15946635.000000 Penalty: 5802.315918
	Iteration 0F: 3 clusters Score -1.594664e+07 nChanged 57197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -15979868.000000 Penalty: 5802.315918
	Iteration 1F: 3 clusters Score -1.597987e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -15981093.000000 Penalty: 5802.315918
	Iteration 2Q: 3 clusters Score -1.598109e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -15982866.000000 Penalty: 5802.315918
	Iteration 3Q: 3 clusters Score -1.598287e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -15985800.000000 Penalty: 5802.315918
	Iteration 4Q: 3 clusters Score -1.59858e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -15990169.000000 Penalty: 5802.315918
	Iteration 5F: 3 clusters Score -1.599017e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -15996079.000000 Penalty: 5802.315918
	Iteration 6F: 3 clusters Score -1.599608e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 90585 members 
Entering Unmasked Estep 
Score: -16002805.000000 Penalty: 5802.315918
	Iteration 7F: 3 clusters Score -1.60028e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -16008991.000000 Penalty: 5802.315918
	Iteration 8F: 3 clusters Score -1.600899e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 102075 members 
Entering Unmasked Estep 
Score: -16013634.000000 Penalty: 5802.315918
	Iteration 9Q: 3 clusters Score -1.601363e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -16016911.000000 Penalty: 5802.315918
	Iteration 10Q: 3 clusters Score -1.601691e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -16018951.000000 Penalty: 5802.315918
	Iteration 11Q: 3 clusters Score -1.601895e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -16020377.000000 Penalty: 5802.315918
	Iteration 12Q: 3 clusters Score -1.602038e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -16021355.000000 Penalty: 5802.315918
	Iteration 13Q: 3 clusters Score -1.602136e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -16022165.000000 Penalty: 5802.315918
	Iteration 14Q: 3 clusters Score -1.602216e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 113190 members 
Entering Unmasked Estep 
Score: -16022686.000000 Penalty: 5802.315918
	Iteration 15Q: 3 clusters Score -1.602269e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -16023134.000000 Penalty: 5802.315918
	Iteration 16Q: 3 clusters Score -1.602313e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -16023486.000000 Penalty: 5802.315918
	Iteration 17Q: 3 clusters Score -1.602349e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -16023844.000000 Penalty: 5802.315918
	Iteration 18Q: 3 clusters Score -1.602384e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -16024182.000000 Penalty: 5802.315918
	Iteration 19Q: 3 clusters Score -1.602418e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 115422 members 
Entering Unmasked Estep 
Score: -16024423.000000 Penalty: 5802.315918
	Iteration 20F: 3 clusters Score -1.602442e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 115644 members 
Entering Unmasked Estep 
Score: -16024585.000000 Penalty: 5802.315918
	Iteration 21Q: 3 clusters Score -1.602458e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 115791 members 
Entering Unmasked Estep 
Score: -16024700.000000 Penalty: 5802.315918
	Iteration 22Q: 3 clusters Score -1.60247e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 115873 members 
Entering Unmasked Estep 
Score: -16024794.000000 Penalty: 5802.315918
	Iteration 23Q: 3 clusters Score -1.602479e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -16024913.000000 Penalty: 5802.315918
	Iteration 24Q: 3 clusters Score -1.602491e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 115999 members 
Entering Unmasked Estep 
Score: -16024975.000000 Penalty: 5802.315918
	Iteration 25Q: 3 clusters Score -1.602498e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -16025018.000000 Penalty: 5802.315918
	Iteration 26Q: 3 clusters Score -1.602502e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -16025077.000000 Penalty: 5802.315918
	Iteration 27Q: 3 clusters Score -1.602508e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 116090 members 
Entering Unmasked Estep 
Score: -16025110.000000 Penalty: 5802.315918
	Iteration 28Q: 3 clusters Score -1.602511e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 116104 members 
Entering Unmasked Estep 
Score: -16025106.000000 Penalty: 5802.315918
	Iteration 29Q: 3 clusters Score -1.602511e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -16025159.000000 Penalty: 5802.315918
	Iteration 30Q: 3 clusters Score -1.602516e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -16025166.000000 Penalty: 5802.315918
	Iteration 31Q: 3 clusters Score -1.602517e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 116112 members 
Entering Unmasked Estep 
Score: -16025183.000000 Penalty: 5802.315918
	Iteration 32Q: 3 clusters Score -1.602518e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 116111 members 
Entering Unmasked Estep 
Score: -16025205.000000 Penalty: 5802.315918
	Iteration 33Q: 3 clusters Score -1.60252e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 116106 members 
Entering Unmasked Estep 
Score: -16025175.000000 Penalty: 5802.315918
	Iteration 34Q: 3 clusters Score -1.602518e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 116101 members 
Entering Unmasked Estep 
Score: -16025169.000000 Penalty: 5802.315918
	Iteration 35Q: 3 clusters Score -1.602517e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -16025186.000000 Penalty: 5802.315918
	Iteration 36Q: 3 clusters Score -1.602519e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 116086 members 
Entering Unmasked Estep 
Score: -16025200.000000 Penalty: 5802.315918
	Iteration 37Q: 3 clusters Score -1.60252e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 116077 members 
Entering Unmasked Estep 
Score: -16025215.000000 Penalty: 5802.315918
	Iteration 38Q: 3 clusters Score -1.602522e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 116068 members 
Entering Unmasked Estep 
Score: -16025236.000000 Penalty: 5802.315918
	Iteration 39Q: 3 clusters Score -1.602524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 116067 members 
Entering Unmasked Estep 
Score: -16025247.000000 Penalty: 5802.315918
	Iteration 40F: 3 clusters Score -1.602525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 116058 members 
Entering Unmasked Estep 
Score: -16025254.000000 Penalty: 5802.315918
	Iteration 41Q: 3 clusters Score -1.602525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 116051 members 
Entering Unmasked Estep 
Score: -16025254.000000 Penalty: 5802.315918
	Iteration 42Q: 3 clusters Score -1.602525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -16025256.000000 Penalty: 5802.315918
	Iteration 43Q: 3 clusters Score -1.602526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 116034 members 
Entering Unmasked Estep 
Score: -16025262.000000 Penalty: 5802.315918
	Iteration 44Q: 3 clusters Score -1.602526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -16025269.000000 Penalty: 5802.315918
	Iteration 45Q: 3 clusters Score -1.602527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -16025263.000000 Penalty: 5802.315918
	Iteration 46Q: 3 clusters Score -1.602526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -16025253.000000 Penalty: 5802.315918
	Iteration 47Q: 3 clusters Score -1.602525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -16025248.000000 Penalty: 5802.315918
	Iteration 48Q: 3 clusters Score -1.602525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -16025247.000000 Penalty: 5802.315918
	Iteration 49Q: 3 clusters Score -1.602525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -16025239.000000 Penalty: 5802.315918
	Iteration 50Q: 3 clusters Score -1.602524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 116045 members 
Entering Unmasked Estep 
Score: -16025244.000000 Penalty: 5802.315918
	Iteration 51Q: 3 clusters Score -1.602524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 116043 members 
Entering Unmasked Estep 
Score: -16025245.000000 Penalty: 5802.315918
	Iteration 52Q: 3 clusters Score -1.602524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -16025242.000000 Penalty: 5802.315918
	Iteration 53Q: 3 clusters Score -1.602524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -16025235.000000 Penalty: 5802.315918
	Iteration 54Q: 3 clusters Score -1.602524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -16025237.000000 Penalty: 5802.315918
	Iteration 55Q: 3 clusters Score -1.602524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -16025248.000000 Penalty: 5802.315918
	Iteration 56Q: 3 clusters Score -1.602525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -16025235.000000 Penalty: 5802.315918
	Iteration 57Q: 3 clusters Score -1.602524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 116037 members 
Entering Unmasked Estep 
Score: -16025238.000000 Penalty: 5802.315918
	Iteration 58Q: 3 clusters Score -1.602524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -16025231.000000 Penalty: 5802.315918
	Iteration 59Q: 3 clusters Score -1.602523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -16025232.000000 Penalty: 5802.315918
	Iteration 60F: 3 clusters Score -1.602523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 116037 members 
Entering Unmasked Estep 
Score: -16025219.000000 Penalty: 5802.315918
	Iteration 61Q: 3 clusters Score -1.602522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 116035 members 
Entering Unmasked Estep 
Score: -16025233.000000 Penalty: 5802.315918
	Iteration 62Q: 3 clusters Score -1.602523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 116037 members 
Entering Unmasked Estep 
Score: -16025223.000000 Penalty: 5802.315918
	Iteration 63Q: 3 clusters Score -1.602522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -16025221.000000 Penalty: 5802.315918
	Iteration 64Q: 3 clusters Score -1.602522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -16025218.000000 Penalty: 5802.315918
	Iteration 65Q: 3 clusters Score -1.602522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -16025230.000000 Penalty: 5802.315918
	Iteration 66Q: 3 clusters Score -1.602523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -16025226.000000 Penalty: 5802.315918
	Iteration 67Q: 3 clusters Score -1.602523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -16025216.000000 Penalty: 5802.315918
	Iteration 68Q: 3 clusters Score -1.602522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 116046 members 
Entering Unmasked Estep 
Score: -16025224.000000 Penalty: 5802.315918
	Iteration 69Q: 3 clusters Score -1.602522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -16025229.000000 Penalty: 5802.315918
	Iteration 70Q: 3 clusters Score -1.602523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 116050 members 
Entering Unmasked Estep 
Score: -16025234.000000 Penalty: 5802.315918
	Iteration 71Q: 3 clusters Score -1.602523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 116052 members 
Entering Unmasked Estep 
Score: -16025236.000000 Penalty: 5802.315918
	Iteration 72Q: 3 clusters Score -1.602524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 116051 members 
Entering Unmasked Estep 
Score: -16025242.000000 Penalty: 5802.315918
	Iteration 73Q: 3 clusters Score -1.602524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 116051 members 
Entering Unmasked Estep 
Score: -16025242.000000 Penalty: 5802.315918
	Iteration 74F: 3 clusters Score -1.602524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -140885.906250 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -140885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -138851.359375 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -138851.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139835.484375 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -139835.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140640.984375 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -140641 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141400.828125 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -141400.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141824.640625 Penalty: 3573.258057
	Iteration 4F: 3 clusters Score -141824.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142150.359375 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -142150.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142405.156250 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -142405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142537.312500 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -142537.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -142544.921875 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -142544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142547.640625 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -142547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142547.640625 Penalty: 3573.258057
	Iteration 10F: 3 clusters Score -142547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 230305 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 175119 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 40926 members 
Mstep: Class 15 contains 27290 members 
Mstep: Class 16 contains 120357 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 8576 members 
Mstep: Class 25 contains 717 members 
Entering Unmasked Estep 
Score: -133183768.000000 Penalty: 85826.195312
Splitting cluster 17 changes total score from -133178824.000000 to -133183768.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (85509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Entering Unmasked Estep 
Score: -11130961.000000 Penalty: 2816.381348
	Iteration 0F: 2 clusters Score -1.113096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -11073857.000000 Penalty: 5632.762695
	Iteration 0F: 3 clusters Score -1.107386e+07 nChanged 40353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -11096968.000000 Penalty: 5632.762695
	Iteration 1F: 3 clusters Score -1.109697e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -11098087.000000 Penalty: 5632.762695
	Iteration 2Q: 3 clusters Score -1.109809e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -11100159.000000 Penalty: 5632.762695
	Iteration 3F: 3 clusters Score -1.110016e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -11103207.000000 Penalty: 5632.762695
	Iteration 4F: 3 clusters Score -1.110321e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -11107649.000000 Penalty: 5632.762695
	Iteration 5F: 3 clusters Score -1.110765e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -11112895.000000 Penalty: 5632.762695
	Iteration 6F: 3 clusters Score -1.11129e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -11118256.000000 Penalty: 5632.762695
	Iteration 7F: 3 clusters Score -1.111826e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -11122542.000000 Penalty: 5632.762695
	Iteration 8F: 3 clusters Score -1.112254e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -11124980.000000 Penalty: 5632.762695
	Iteration 9Q: 3 clusters Score -1.112498e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -11126311.000000 Penalty: 5632.762695
	Iteration 10Q: 3 clusters Score -1.112631e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -11126942.000000 Penalty: 5632.762695
	Iteration 11Q: 3 clusters Score -1.112694e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -11127361.000000 Penalty: 5632.762695
	Iteration 12Q: 3 clusters Score -1.112736e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -11127689.000000 Penalty: 5632.762695
	Iteration 13Q: 3 clusters Score -1.112769e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -11127922.000000 Penalty: 5632.762695
	Iteration 14Q: 3 clusters Score -1.112792e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -11128111.000000 Penalty: 5632.762695
	Iteration 15Q: 3 clusters Score -1.112811e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -11128268.000000 Penalty: 5632.762695
	Iteration 16Q: 3 clusters Score -1.112827e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -11128400.000000 Penalty: 5632.762695
	Iteration 17Q: 3 clusters Score -1.11284e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -11128512.000000 Penalty: 5632.762695
	Iteration 18Q: 3 clusters Score -1.112851e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -11128581.000000 Penalty: 5632.762695
	Iteration 19Q: 3 clusters Score -1.112858e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -11128684.000000 Penalty: 5632.762695
	Iteration 20F: 3 clusters Score -1.112868e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -11128785.000000 Penalty: 5632.762695
	Iteration 21Q: 3 clusters Score -1.112878e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -11128848.000000 Penalty: 5632.762695
	Iteration 22Q: 3 clusters Score -1.112885e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -11128922.000000 Penalty: 5632.762695
	Iteration 23Q: 3 clusters Score -1.112892e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -11128920.000000 Penalty: 5632.762695
	Iteration 24Q: 3 clusters Score -1.112892e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -11128953.000000 Penalty: 5632.762695
	Iteration 25Q: 3 clusters Score -1.112895e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -11128988.000000 Penalty: 5632.762695
	Iteration 26Q: 3 clusters Score -1.112899e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -11129019.000000 Penalty: 5632.762695
	Iteration 27Q: 3 clusters Score -1.112902e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 83092 members 
Entering Unmasked Estep 
Score: -11129038.000000 Penalty: 5632.762695
	Iteration 28Q: 3 clusters Score -1.112904e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -11129033.000000 Penalty: 5632.762695
	Iteration 29Q: 3 clusters Score -1.112903e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -11129051.000000 Penalty: 5632.762695
	Iteration 30Q: 3 clusters Score -1.112905e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -11129066.000000 Penalty: 5632.762695
	Iteration 31Q: 3 clusters Score -1.112907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -11129070.000000 Penalty: 5632.762695
	Iteration 32Q: 3 clusters Score -1.112907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -11129059.000000 Penalty: 5632.762695
	Iteration 33Q: 3 clusters Score -1.112906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -11129052.000000 Penalty: 5632.762695
	Iteration 34Q: 3 clusters Score -1.112905e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -11129067.000000 Penalty: 5632.762695
	Iteration 35Q: 3 clusters Score -1.112907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -11129084.000000 Penalty: 5632.762695
	Iteration 36Q: 3 clusters Score -1.112908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -11129083.000000 Penalty: 5632.762695
	Iteration 37Q: 3 clusters Score -1.112908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -11129095.000000 Penalty: 5632.762695
	Iteration 38Q: 3 clusters Score -1.11291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -11129104.000000 Penalty: 5632.762695
	Iteration 39Q: 3 clusters Score -1.11291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -11129112.000000 Penalty: 5632.762695
	Iteration 40F: 3 clusters Score -1.112911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -11129105.000000 Penalty: 5632.762695
	Iteration 41Q: 3 clusters Score -1.11291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -11129116.000000 Penalty: 5632.762695
	Iteration 42Q: 3 clusters Score -1.112912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -11129121.000000 Penalty: 5632.762695
	Iteration 43Q: 3 clusters Score -1.112912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -11129106.000000 Penalty: 5632.762695
	Iteration 44Q: 3 clusters Score -1.112911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -11129121.000000 Penalty: 5632.762695
	Iteration 45Q: 3 clusters Score -1.112912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
Score: -11129113.000000 Penalty: 5632.762695
	Iteration 46Q: 3 clusters Score -1.112911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -11129109.000000 Penalty: 5632.762695
	Iteration 47Q: 3 clusters Score -1.112911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 83578 members 
Entering Unmasked Estep 
Score: -11129117.000000 Penalty: 5632.762695
	Iteration 48Q: 3 clusters Score -1.112912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -11129130.000000 Penalty: 5632.762695
	Iteration 49Q: 3 clusters Score -1.112913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -11129123.000000 Penalty: 5632.762695
	Iteration 50Q: 3 clusters Score -1.112912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -11129127.000000 Penalty: 5632.762695
	Iteration 51Q: 3 clusters Score -1.112913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -11129126.000000 Penalty: 5632.762695
	Iteration 52Q: 3 clusters Score -1.112913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -11129127.000000 Penalty: 5632.762695
	Iteration 53Q: 3 clusters Score -1.112913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -11129126.000000 Penalty: 5632.762695
	Iteration 54Q: 3 clusters Score -1.112913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -11129127.000000 Penalty: 5632.762695
	Iteration 55Q: 3 clusters Score -1.112913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -11129127.000000 Penalty: 5632.762695
	Iteration 56F: 3 clusters Score -1.112913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176213 members 
Entering Unmasked Estep 
Score: -23396600.000000 Penalty: 2995.703369
	Iteration 0F: 2 clusters Score -2.33966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88191 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -23288566.000000 Penalty: 5991.406738
	Iteration 0F: 3 clusters Score -2.328857e+07 nChanged 84439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -23336974.000000 Penalty: 5991.406738
	Iteration 1F: 3 clusters Score -2.333697e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -23338252.000000 Penalty: 5991.406738
	Iteration 2Q: 3 clusters Score -2.333825e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -23339774.000000 Penalty: 5991.406738
	Iteration 3Q: 3 clusters Score -2.333977e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99741 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -23342170.000000 Penalty: 5991.406738
	Iteration 4Q: 3 clusters Score -2.334217e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -23345442.000000 Penalty: 5991.406738
	Iteration 5Q: 3 clusters Score -2.334544e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -23350138.000000 Penalty: 5991.406738
	Iteration 6F: 3 clusters Score -2.335014e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122941 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -23356376.000000 Penalty: 5991.406738
	Iteration 7F: 3 clusters Score -2.335638e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134320 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -23364164.000000 Penalty: 5991.406738
	Iteration 8F: 3 clusters Score -2.336416e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146243 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -23372868.000000 Penalty: 5991.406738
	Iteration 9F: 3 clusters Score -2.337287e+07 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -23381642.000000 Penalty: 5991.406738
	Iteration 10F: 3 clusters Score -2.338164e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -23387952.000000 Penalty: 5991.406738
	Iteration 11Q: 3 clusters Score -2.338795e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171198 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -23391466.000000 Penalty: 5991.406738
	Iteration 12Q: 3 clusters Score -2.339147e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174039 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -23392934.000000 Penalty: 5991.406738
	Iteration 13Q: 3 clusters Score -2.339293e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -23393536.000000 Penalty: 5991.406738
	Iteration 14Q: 3 clusters Score -2.339354e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175608 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -23393760.000000 Penalty: 5991.406738
	Iteration 15Q: 3 clusters Score -2.339376e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175774 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -23393848.000000 Penalty: 5991.406738
	Iteration 16Q: 3 clusters Score -2.339385e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175831 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23393916.000000 Penalty: 5991.406738
	Iteration 17Q: 3 clusters Score -2.339392e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175860 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23393992.000000 Penalty: 5991.406738
	Iteration 18Q: 3 clusters Score -2.339399e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175885 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23393990.000000 Penalty: 5991.406738
	Iteration 19Q: 3 clusters Score -2.339399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175903 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23394010.000000 Penalty: 5991.406738
	Iteration 20F: 3 clusters Score -2.339401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175907 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23394018.000000 Penalty: 5991.406738
	Iteration 21Q: 3 clusters Score -2.339402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175913 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23394006.000000 Penalty: 5991.406738
	Iteration 22Q: 3 clusters Score -2.339401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23394030.000000 Penalty: 5991.406738
	Iteration 23Q: 3 clusters Score -2.339403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175920 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23394038.000000 Penalty: 5991.406738
	Iteration 24Q: 3 clusters Score -2.339404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23394042.000000 Penalty: 5991.406738
	Iteration 25Q: 3 clusters Score -2.339404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175920 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23394034.000000 Penalty: 5991.406738
	Iteration 26Q: 3 clusters Score -2.339403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175918 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23394040.000000 Penalty: 5991.406738
	Iteration 27Q: 3 clusters Score -2.339404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23394028.000000 Penalty: 5991.406738
	Iteration 28Q: 3 clusters Score -2.339403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175918 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23394038.000000 Penalty: 5991.406738
	Iteration 29Q: 3 clusters Score -2.339404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175918 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23394038.000000 Penalty: 5991.406738
	Iteration 30F: 3 clusters Score -2.339404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -196556.937500 Penalty: 1817.940552
	Iteration 0F: 2 clusters Score -196556.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194276.343750 Penalty: 3635.881104
	Iteration 0F: 3 clusters Score -194276.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -194684.437500 Penalty: 3635.881104
	Iteration 1F: 3 clusters Score -194684.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194790.468750 Penalty: 3635.881104
	Iteration 2F: 3 clusters Score -194790.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -194842.937500 Penalty: 3635.881104
	Iteration 3Q: 3 clusters Score -194842.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -194885.234375 Penalty: 3635.881104
	Iteration 4Q: 3 clusters Score -194885.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -194908.078125 Penalty: 3635.881104
	Iteration 5Q: 3 clusters Score -194908.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194943.656250 Penalty: 3635.881104
	Iteration 6Q: 3 clusters Score -194943.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -194971.968750 Penalty: 3635.881104
	Iteration 7Q: 3 clusters Score -194972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194994.937500 Penalty: 3635.881104
	Iteration 8Q: 3 clusters Score -194994.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -195013.437500 Penalty: 3635.881104
	Iteration 9Q: 3 clusters Score -195013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -195029.609375 Penalty: 3635.881104
	Iteration 10Q: 3 clusters Score -195029.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -195051.875000 Penalty: 3635.881104
	Iteration 11Q: 3 clusters Score -195051.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -195070.390625 Penalty: 3635.881104
	Iteration 12Q: 3 clusters Score -195070.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -195087.437500 Penalty: 3635.881104
	Iteration 13Q: 3 clusters Score -195087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -195101.015625 Penalty: 3635.881104
	Iteration 14Q: 3 clusters Score -195101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -195110.390625 Penalty: 3635.881104
	Iteration 15Q: 3 clusters Score -195110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -195114.484375 Penalty: 3635.881104
	Iteration 16Q: 3 clusters Score -195114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -195114.484375 Penalty: 3635.881104
	Iteration 17F: 3 clusters Score -195114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Entering Unmasked Estep 
Score: -5025650.000000 Penalty: 2611.019043
	Iteration 0F: 2 clusters Score -5025650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5000325.000000 Penalty: 5222.038086
	Iteration 0F: 3 clusters Score -5000325 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -5009623.000000 Penalty: 5222.038086
	Iteration 1F: 3 clusters Score -5009623 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5010188.000000 Penalty: 5222.038086
	Iteration 2Q: 3 clusters Score -5010188 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -5010765.000000 Penalty: 5222.038086
	Iteration 3Q: 3 clusters Score -5010765 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -5011458.500000 Penalty: 5222.038086
	Iteration 4Q: 3 clusters Score -5011458 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -5012286.000000 Penalty: 5222.038086
	Iteration 5Q: 3 clusters Score -5012286 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -5013238.500000 Penalty: 5222.038086
	Iteration 6Q: 3 clusters Score -5013238 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5014303.500000 Penalty: 5222.038086
	Iteration 7F: 3 clusters Score -5014304 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -5015640.500000 Penalty: 5222.038086
	Iteration 8F: 3 clusters Score -5015640 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -5017020.000000 Penalty: 5222.038086
	Iteration 9F: 3 clusters Score -5017020 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -5018249.000000 Penalty: 5222.038086
	Iteration 10F: 3 clusters Score -5018249 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -5019193.500000 Penalty: 5222.038086
	Iteration 11Q: 3 clusters Score -5019194 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -5019912.500000 Penalty: 5222.038086
	Iteration 12Q: 3 clusters Score -5019912 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -5020340.500000 Penalty: 5222.038086
	Iteration 13Q: 3 clusters Score -5020340 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -5020627.000000 Penalty: 5222.038086
	Iteration 14Q: 3 clusters Score -5020627 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -5020842.500000 Penalty: 5222.038086
	Iteration 15Q: 3 clusters Score -5020842 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -5021009.000000 Penalty: 5222.038086
	Iteration 16Q: 3 clusters Score -5021009 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5021187.000000 Penalty: 5222.038086
	Iteration 17Q: 3 clusters Score -5021187 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -5021353.500000 Penalty: 5222.038086
	Iteration 18Q: 3 clusters Score -5021354 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -5021522.500000 Penalty: 5222.038086
	Iteration 19Q: 3 clusters Score -5021522 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5021695.500000 Penalty: 5222.038086
	Iteration 20F: 3 clusters Score -5021696 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -5021912.500000 Penalty: 5222.038086
	Iteration 21Q: 3 clusters Score -5021912 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -5022119.500000 Penalty: 5222.038086
	Iteration 22Q: 3 clusters Score -5022120 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -5022336.500000 Penalty: 5222.038086
	Iteration 23Q: 3 clusters Score -5022336 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -5022582.000000 Penalty: 5222.038086
	Iteration 24Q: 3 clusters Score -5022582 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -5022823.000000 Penalty: 5222.038086
	Iteration 25Q: 3 clusters Score -5022823 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -5023088.000000 Penalty: 5222.038086
	Iteration 26Q: 3 clusters Score -5023088 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -5023288.500000 Penalty: 5222.038086
	Iteration 27Q: 3 clusters Score -5023288 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -5023475.000000 Penalty: 5222.038086
	Iteration 28Q: 3 clusters Score -5023475 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -5023653.000000 Penalty: 5222.038086
	Iteration 29Q: 3 clusters Score -5023653 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -5023810.500000 Penalty: 5222.038086
	Iteration 30Q: 3 clusters Score -5023810 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5023947.000000 Penalty: 5222.038086
	Iteration 31Q: 3 clusters Score -5023947 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -5024088.000000 Penalty: 5222.038086
	Iteration 32Q: 3 clusters Score -5024088 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -5024228.000000 Penalty: 5222.038086
	Iteration 33Q: 3 clusters Score -5024228 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -5024323.500000 Penalty: 5222.038086
	Iteration 34Q: 3 clusters Score -5024324 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -5024386.000000 Penalty: 5222.038086
	Iteration 35Q: 3 clusters Score -5024386 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5024422.000000 Penalty: 5222.038086
	Iteration 36Q: 3 clusters Score -5024422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -5024440.000000 Penalty: 5222.038086
	Iteration 37Q: 3 clusters Score -5024440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -5024466.500000 Penalty: 5222.038086
	Iteration 38Q: 3 clusters Score -5024466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -5024496.000000 Penalty: 5222.038086
	Iteration 39Q: 3 clusters Score -5024496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -5024518.000000 Penalty: 5222.038086
	Iteration 40F: 3 clusters Score -5024518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -5024527.500000 Penalty: 5222.038086
	Iteration 41Q: 3 clusters Score -5024528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -5024524.000000 Penalty: 5222.038086
	Iteration 42Q: 3 clusters Score -5024524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -5024536.000000 Penalty: 5222.038086
	Iteration 43Q: 3 clusters Score -5024536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -5024532.500000 Penalty: 5222.038086
	Iteration 44Q: 3 clusters Score -5024532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -5024532.500000 Penalty: 5222.038086
	Iteration 45Q: 3 clusters Score -5024532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -5024543.500000 Penalty: 5222.038086
	Iteration 46Q: 3 clusters Score -5024544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -5024547.000000 Penalty: 5222.038086
	Iteration 47Q: 3 clusters Score -5024547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -5024546.000000 Penalty: 5222.038086
	Iteration 48Q: 3 clusters Score -5024546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -5024549.500000 Penalty: 5222.038086
	Iteration 49Q: 3 clusters Score -5024550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -5024547.500000 Penalty: 5222.038086
	Iteration 50Q: 3 clusters Score -5024548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5024554.000000 Penalty: 5222.038086
	Iteration 51Q: 3 clusters Score -5024554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -5024554.500000 Penalty: 5222.038086
	Iteration 52Q: 3 clusters Score -5024554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -5024557.000000 Penalty: 5222.038086
	Iteration 53Q: 3 clusters Score -5024557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -5024556.500000 Penalty: 5222.038086
	Iteration 54Q: 3 clusters Score -5024556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -5024551.500000 Penalty: 5222.038086
	Iteration 55Q: 3 clusters Score -5024552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -5024548.500000 Penalty: 5222.038086
	Iteration 56Q: 3 clusters Score -5024548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5024552.000000 Penalty: 5222.038086
	Iteration 57Q: 3 clusters Score -5024552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -5024552.000000 Penalty: 5222.038086
	Iteration 58Q: 3 clusters Score -5024552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -5024555.000000 Penalty: 5222.038086
	Iteration 59Q: 3 clusters Score -5024555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -5024561.500000 Penalty: 5222.038086
	Iteration 60F: 3 clusters Score -5024562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -5024563.000000 Penalty: 5222.038086
	Iteration 61Q: 3 clusters Score -5024563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -5024565.000000 Penalty: 5222.038086
	Iteration 62Q: 3 clusters Score -5024565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -5024560.500000 Penalty: 5222.038086
	Iteration 63Q: 3 clusters Score -5024560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -5024563.000000 Penalty: 5222.038086
	Iteration 64Q: 3 clusters Score -5024563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -5024569.000000 Penalty: 5222.038086
	Iteration 65Q: 3 clusters Score -5024569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -5024565.000000 Penalty: 5222.038086
	Iteration 66Q: 3 clusters Score -5024565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -5024561.500000 Penalty: 5222.038086
	Iteration 67Q: 3 clusters Score -5024562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -5024566.000000 Penalty: 5222.038086
	Iteration 68Q: 3 clusters Score -5024566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -5024565.000000 Penalty: 5222.038086
	Iteration 69Q: 3 clusters Score -5024565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5024566.500000 Penalty: 5222.038086
	Iteration 70Q: 3 clusters Score -5024566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5024566.500000 Penalty: 5222.038086
	Iteration 71F: 3 clusters Score -5024566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -638299.437500 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -638299.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -633721.000000 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -633721 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -634947.500000 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -634947.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -635356.937500 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -635356.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -635963.062500 Penalty: 4232.107910
	Iteration 3F: 3 clusters Score -635963.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -636766.687500 Penalty: 4232.107910
	Iteration 4F: 3 clusters Score -636766.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -637693.687500 Penalty: 4232.107910
	Iteration 5F: 3 clusters Score -637693.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -638246.812500 Penalty: 4232.107910
	Iteration 6F: 3 clusters Score -638246.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -638522.250000 Penalty: 4232.107910
	Iteration 7F: 3 clusters Score -638522.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -638720.000000 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -638720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -638886.750000 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -638886.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -639007.312500 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -639007.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -639064.625000 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -639064.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -639139.812500 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -639139.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -639208.187500 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -639208.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -639252.000000 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -639252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -639304.375000 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -639304.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -639358.750000 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -639358.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -639409.250000 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -639409.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -639466.500000 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -639466.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -639516.437500 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -639516.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -639637.000000 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -639637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -639819.562500 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -639819.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -639920.812500 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -639920.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -639965.187500 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -639965.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -639989.312500 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -639989.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -640007.375000 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -640007.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -640021.687500 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -640021.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -640027.062500 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -640027.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -640033.000000 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -640033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -640036.125000 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -640036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -640037.187500 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -640037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -640037.062500 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -640037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -640038.125000 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -640038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -640038.125000 Penalty: 4232.107910
	Iteration 33F: 3 clusters Score -640038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 230305 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 175119 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 40926 members 
Mstep: Class 15 contains 27290 members 
Mstep: Class 16 contains 120357 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 8576 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 3470 members 
Entering Unmasked Estep 
Score: -133184376.000000 Penalty: 89259.242188
Splitting cluster 23 changes total score from -133178824.000000 to -133184376.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 3 contains 230305 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 9 contains 175119 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 679 members 
Mstep: Class 14 contains 40926 members 
Mstep: Class 15 contains 27290 members 
Mstep: Class 16 contains 120357 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133188168.000000 Penalty: 89259.242188
Iteration 39Q: 27 clusters Score -1.331882e+08 nChanged 15577
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 228483 members 
Mstep: Class 4 contains 43030 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 19192 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 176344 members 
Mstep: Class 10 contains 25404 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 6319 members 
Mstep: Class 13 contains 678 members 
Mstep: Class 14 contains 39837 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 120698 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 84806 members 
Mstep: Class 19 contains 177917 members 
Mstep: Class 20 contains 1540 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37580 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 8643 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133196648.000000 Penalty: 89259.242188
Iteration 40F: 27 clusters Score -1.331966e+08 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 226895 members 
Mstep: Class 4 contains 43565 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 5103 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 176556 members 
Mstep: Class 10 contains 24528 members 
Mstep: Class 11 contains 11348 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 678 members 
Mstep: Class 14 contains 39309 members 
Mstep: Class 15 contains 27256 members 
Mstep: Class 16 contains 120547 members 
Mstep: Class 17 contains 627 members 
Mstep: Class 18 contains 83999 members 
Mstep: Class 19 contains 178995 members 
Mstep: Class 20 contains 1543 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 37599 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 9294 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133200640.000000 Penalty: 89259.242188
Iteration 41Q: 27 clusters Score -1.332006e+08 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 225465 members 
Mstep: Class 4 contains 43942 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 19161 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 177195 members 
Mstep: Class 10 contains 23723 members 
Mstep: Class 11 contains 11874 members 
Mstep: Class 12 contains 6353 members 
Mstep: Class 13 contains 678 members 
Mstep: Class 14 contains 38960 members 
Mstep: Class 15 contains 27202 members 
Mstep: Class 16 contains 120260 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 83290 members 
Mstep: Class 19 contains 180005 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37590 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 9772 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133202320.000000 Penalty: 89259.242188
Iteration 42Q: 27 clusters Score -1.332023e+08 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 224275 members 
Mstep: Class 4 contains 44194 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 19140 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 177907 members 
Mstep: Class 10 contains 22917 members 
Mstep: Class 11 contains 12428 members 
Mstep: Class 12 contains 6367 members 
Mstep: Class 13 contains 678 members 
Mstep: Class 14 contains 38714 members 
Mstep: Class 15 contains 27141 members 
Mstep: Class 16 contains 119929 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 82659 members 
Mstep: Class 19 contains 180924 members 
Mstep: Class 20 contains 1551 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37572 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 10153 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133203176.000000 Penalty: 89259.242188
Iteration 43Q: 27 clusters Score -1.332032e+08 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3283 members 
Mstep: Class 3 contains 223173 members 
Mstep: Class 4 contains 44406 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 4679 members 
Mstep: Class 7 contains 19119 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 178624 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 12955 members 
Mstep: Class 12 contains 6388 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38550 members 
Mstep: Class 15 contains 27084 members 
Mstep: Class 16 contains 119563 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 82055 members 
Mstep: Class 19 contains 181787 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37554 members 
Mstep: Class 23 contains 1659 members 
Mstep: Class 24 contains 10535 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133203568.000000 Penalty: 89259.242188
Iteration 44Q: 27 clusters Score -1.332036e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3676 members 
Mstep: Class 3 contains 222160 members 
Mstep: Class 4 contains 44583 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 179269 members 
Mstep: Class 10 contains 21436 members 
Mstep: Class 11 contains 13522 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38455 members 
Mstep: Class 15 contains 27038 members 
Mstep: Class 16 contains 119200 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 81491 members 
Mstep: Class 19 contains 182540 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37547 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133203984.000000 Penalty: 89259.242188
Iteration 45Q: 27 clusters Score -1.33204e+08 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 221303 members 
Mstep: Class 4 contains 44724 members 
Mstep: Class 5 contains 2967 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 19078 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 179877 members 
Mstep: Class 10 contains 20810 members 
Mstep: Class 11 contains 14072 members 
Mstep: Class 12 contains 6422 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38403 members 
Mstep: Class 15 contains 26985 members 
Mstep: Class 16 contains 118794 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 80996 members 
Mstep: Class 19 contains 183171 members 
Mstep: Class 20 contains 1551 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37533 members 
Mstep: Class 23 contains 1646 members 
Mstep: Class 24 contains 11102 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133204248.000000 Penalty: 89259.242188
Iteration 46Q: 27 clusters Score -1.332042e+08 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 220511 members 
Mstep: Class 4 contains 44830 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 4260 members 
Mstep: Class 7 contains 19048 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 180447 members 
Mstep: Class 10 contains 20237 members 
Mstep: Class 11 contains 14627 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38350 members 
Mstep: Class 15 contains 26941 members 
Mstep: Class 16 contains 118317 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 80582 members 
Mstep: Class 19 contains 183746 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37524 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 11325 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133205144.000000 Penalty: 89259.242188
Iteration 47Q: 27 clusters Score -1.332051e+08 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4832 members 
Mstep: Class 3 contains 219824 members 
Mstep: Class 4 contains 44949 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 19013 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 180863 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 15165 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38330 members 
Mstep: Class 15 contains 26902 members 
Mstep: Class 16 contains 117796 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 80223 members 
Mstep: Class 19 contains 184292 members 
Mstep: Class 20 contains 1552 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37549 members 
Mstep: Class 23 contains 1654 members 
Mstep: Class 24 contains 11533 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133205752.000000 Penalty: 89259.242188
Iteration 48Q: 27 clusters Score -1.332058e+08 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 219181 members 
Mstep: Class 4 contains 45051 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 18992 members 
Mstep: Class 8 contains 373 members 
Mstep: Class 9 contains 181283 members 
Mstep: Class 10 contains 19190 members 
Mstep: Class 11 contains 15700 members 
Mstep: Class 12 contains 6474 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38299 members 
Mstep: Class 15 contains 26849 members 
Mstep: Class 16 contains 117242 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79926 members 
Mstep: Class 19 contains 184764 members 
Mstep: Class 20 contains 1551 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37573 members 
Mstep: Class 23 contains 1654 members 
Mstep: Class 24 contains 11703 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133205824.000000 Penalty: 89259.242188
Iteration 49Q: 27 clusters Score -1.332058e+08 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5647 members 
Mstep: Class 3 contains 218552 members 
Mstep: Class 4 contains 45133 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 18970 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 181616 members 
Mstep: Class 10 contains 18717 members 
Mstep: Class 11 contains 16267 members 
Mstep: Class 12 contains 6484 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38274 members 
Mstep: Class 15 contains 26802 members 
Mstep: Class 16 contains 116711 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79664 members 
Mstep: Class 19 contains 185215 members 
Mstep: Class 20 contains 1551 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37589 members 
Mstep: Class 23 contains 1654 members 
Mstep: Class 24 contains 11865 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133206624.000000 Penalty: 89259.242188
Iteration 50Q: 27 clusters Score -1.332066e+08 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6091 members 
Mstep: Class 3 contains 218013 members 
Mstep: Class 4 contains 45175 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 18942 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 181776 members 
Mstep: Class 10 contains 18287 members 
Mstep: Class 11 contains 16905 members 
Mstep: Class 12 contains 6500 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38280 members 
Mstep: Class 15 contains 26747 members 
Mstep: Class 16 contains 116165 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79425 members 
Mstep: Class 19 contains 185626 members 
Mstep: Class 20 contains 1552 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37605 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 12019 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133207064.000000 Penalty: 89259.242188
Iteration 51Q: 27 clusters Score -1.332071e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 217559 members 
Mstep: Class 4 contains 45230 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 3893 members 
Mstep: Class 7 contains 18910 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 181845 members 
Mstep: Class 10 contains 17882 members 
Mstep: Class 11 contains 17554 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38307 members 
Mstep: Class 15 contains 26694 members 
Mstep: Class 16 contains 115621 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79225 members 
Mstep: Class 19 contains 186030 members 
Mstep: Class 20 contains 1552 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37629 members 
Mstep: Class 23 contains 1644 members 
Mstep: Class 24 contains 12115 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133207392.000000 Penalty: 89259.242188
Iteration 52Q: 27 clusters Score -1.332074e+08 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6908 members 
Mstep: Class 3 contains 217121 members 
Mstep: Class 4 contains 45311 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 18887 members 
Mstep: Class 8 contains 348 members 
Mstep: Class 9 contains 181860 members 
Mstep: Class 10 contains 17486 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38341 members 
Mstep: Class 15 contains 26658 members 
Mstep: Class 16 contains 115069 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79059 members 
Mstep: Class 19 contains 186431 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37660 members 
Mstep: Class 23 contains 1642 members 
Mstep: Class 24 contains 12184 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133207720.000000 Penalty: 89259.242188
Iteration 53Q: 27 clusters Score -1.332077e+08 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7308 members 
Mstep: Class 3 contains 216711 members 
Mstep: Class 4 contains 45389 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 3794 members 
Mstep: Class 7 contains 18849 members 
Mstep: Class 8 contains 341 members 
Mstep: Class 9 contains 181842 members 
Mstep: Class 10 contains 17110 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 6545 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38362 members 
Mstep: Class 15 contains 26631 members 
Mstep: Class 16 contains 114525 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 78955 members 
Mstep: Class 19 contains 186820 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37683 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 12250 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133208248.000000 Penalty: 89259.242188
Iteration 54Q: 27 clusters Score -1.332082e+08 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 216272 members 
Mstep: Class 4 contains 45462 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 7 contains 18823 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 181911 members 
Mstep: Class 10 contains 16744 members 
Mstep: Class 11 contains 19390 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38396 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 113975 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 78880 members 
Mstep: Class 19 contains 187187 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37689 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 12316 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133208784.000000 Penalty: 89259.242188
Iteration 55Q: 27 clusters Score -1.332088e+08 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 215925 members 
Mstep: Class 4 contains 45517 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 3697 members 
Mstep: Class 7 contains 18793 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 181965 members 
Mstep: Class 10 contains 16410 members 
Mstep: Class 11 contains 19975 members 
Mstep: Class 12 contains 6577 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38434 members 
Mstep: Class 15 contains 26553 members 
Mstep: Class 16 contains 113364 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 78870 members 
Mstep: Class 19 contains 187514 members 
Mstep: Class 20 contains 1555 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37704 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 12380 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133208272.000000 Penalty: 89259.242188
Iteration 56Q: 27 clusters Score -1.332083e+08 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 215582 members 
Mstep: Class 4 contains 45586 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 182021 members 
Mstep: Class 10 contains 16102 members 
Mstep: Class 11 contains 20604 members 
Mstep: Class 12 contains 6579 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38476 members 
Mstep: Class 15 contains 26502 members 
Mstep: Class 16 contains 112760 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 78860 members 
Mstep: Class 19 contains 187811 members 
Mstep: Class 20 contains 1555 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37713 members 
Mstep: Class 23 contains 1631 members 
Mstep: Class 24 contains 12447 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133208784.000000 Penalty: 89259.242188
Iteration 57Q: 27 clusters Score -1.332088e+08 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8530 members 
Mstep: Class 3 contains 215242 members 
Mstep: Class 4 contains 45643 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 3608 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 8 contains 335 members 
Mstep: Class 9 contains 182063 members 
Mstep: Class 10 contains 15831 members 
Mstep: Class 11 contains 21178 members 
Mstep: Class 12 contains 6580 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38515 members 
Mstep: Class 15 contains 26469 members 
Mstep: Class 16 contains 112115 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 78893 members 
Mstep: Class 19 contains 188089 members 
Mstep: Class 20 contains 1555 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37728 members 
Mstep: Class 23 contains 1629 members 
Mstep: Class 24 contains 12504 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133209248.000000 Penalty: 89259.242188
Iteration 58Q: 27 clusters Score -1.332092e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8818 members 
Mstep: Class 3 contains 214923 members 
Mstep: Class 4 contains 45723 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 18780 members 
Mstep: Class 8 contains 333 members 
Mstep: Class 9 contains 182065 members 
Mstep: Class 10 contains 15547 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 6577 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38543 members 
Mstep: Class 15 contains 26428 members 
Mstep: Class 16 contains 111466 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 78941 members 
Mstep: Class 19 contains 188358 members 
Mstep: Class 20 contains 1555 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37752 members 
Mstep: Class 23 contains 1628 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133209552.000000 Penalty: 89259.242188
Iteration 59Q: 27 clusters Score -1.332096e+08 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 214579 members 
Mstep: Class 4 contains 45778 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 18778 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 182166 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 22378 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 38591 members 
Mstep: Class 15 contains 26393 members 
Mstep: Class 16 contains 110722 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79037 members 
Mstep: Class 19 contains 188582 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37781 members 
Mstep: Class 23 contains 1622 members 
Mstep: Class 24 contains 12542 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133210032.000000 Penalty: 89259.242188
Iteration 60F: 27 clusters Score -1.3321e+08 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9352 members 
Mstep: Class 3 contains 214269 members 
Mstep: Class 4 contains 45808 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 18783 members 
Mstep: Class 8 contains 347 members 
Mstep: Class 9 contains 182286 members 
Mstep: Class 10 contains 15008 members 
Mstep: Class 11 contains 23025 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 38634 members 
Mstep: Class 15 contains 26351 members 
Mstep: Class 16 contains 109955 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79146 members 
Mstep: Class 19 contains 188816 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 37798 members 
Mstep: Class 23 contains 1619 members 
Mstep: Class 24 contains 12546 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133211200.000000 Penalty: 89259.242188
Iteration 61Q: 27 clusters Score -1.332112e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9617 members 
Mstep: Class 3 contains 213921 members 
Mstep: Class 4 contains 45832 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 3521 members 
Mstep: Class 7 contains 18788 members 
Mstep: Class 8 contains 310 members 
Mstep: Class 9 contains 182424 members 
Mstep: Class 10 contains 14780 members 
Mstep: Class 11 contains 23700 members 
Mstep: Class 12 contains 6560 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 38647 members 
Mstep: Class 15 contains 26311 members 
Mstep: Class 16 contains 109196 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79265 members 
Mstep: Class 19 contains 189027 members 
Mstep: Class 20 contains 1556 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37795 members 
Mstep: Class 23 contains 1616 members 
Mstep: Class 24 contains 12547 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133211952.000000 Penalty: 89259.242188
Iteration 62Q: 27 clusters Score -1.33212e+08 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9861 members 
Mstep: Class 3 contains 213577 members 
Mstep: Class 4 contains 45876 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 18776 members 
Mstep: Class 8 contains 290 members 
Mstep: Class 9 contains 182577 members 
Mstep: Class 10 contains 14569 members 
Mstep: Class 11 contains 24382 members 
Mstep: Class 12 contains 6565 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 38679 members 
Mstep: Class 15 contains 26295 members 
Mstep: Class 16 contains 108369 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79388 members 
Mstep: Class 19 contains 189227 members 
Mstep: Class 20 contains 1551 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37801 members 
Mstep: Class 23 contains 1618 members 
Mstep: Class 24 contains 12558 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133212480.000000 Penalty: 89259.242188
Iteration 63Q: 27 clusters Score -1.332125e+08 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10085 members 
Mstep: Class 3 contains 213255 members 
Mstep: Class 4 contains 45906 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 18761 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 182748 members 
Mstep: Class 10 contains 14349 members 
Mstep: Class 11 contains 25033 members 
Mstep: Class 12 contains 6575 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 38741 members 
Mstep: Class 15 contains 26268 members 
Mstep: Class 16 contains 107545 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 79491 members 
Mstep: Class 19 contains 189453 members 
Mstep: Class 20 contains 1549 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37811 members 
Mstep: Class 23 contains 1613 members 
Mstep: Class 24 contains 12563 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133213232.000000 Penalty: 89259.242188
Iteration 64Q: 27 clusters Score -1.332132e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10295 members 
Mstep: Class 3 contains 212979 members 
Mstep: Class 4 contains 45956 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 3399 members 
Mstep: Class 7 contains 18736 members 
Mstep: Class 8 contains 276 members 
Mstep: Class 9 contains 182877 members 
Mstep: Class 10 contains 14121 members 
Mstep: Class 11 contains 25695 members 
Mstep: Class 12 contains 6583 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 38791 members 
Mstep: Class 15 contains 26241 members 
Mstep: Class 16 contains 106700 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79602 members 
Mstep: Class 19 contains 189693 members 
Mstep: Class 20 contains 1549 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37819 members 
Mstep: Class 23 contains 1620 members 
Mstep: Class 24 contains 12563 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133213664.000000 Penalty: 89259.242188
Iteration 65Q: 27 clusters Score -1.332137e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 212783 members 
Mstep: Class 4 contains 45997 members 
Mstep: Class 5 contains 2099 members 
Mstep: Class 6 contains 3357 members 
Mstep: Class 7 contains 18730 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 182981 members 
Mstep: Class 10 contains 13910 members 
Mstep: Class 11 contains 26333 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 38844 members 
Mstep: Class 15 contains 26217 members 
Mstep: Class 16 contains 105826 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79708 members 
Mstep: Class 19 contains 189876 members 
Mstep: Class 20 contains 1547 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37831 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214088.000000 Penalty: 89259.242188
Iteration 66Q: 27 clusters Score -1.332141e+08 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 212609 members 
Mstep: Class 4 contains 46024 members 
Mstep: Class 5 contains 2073 members 
Mstep: Class 6 contains 3312 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 183118 members 
Mstep: Class 10 contains 13740 members 
Mstep: Class 11 contains 26949 members 
Mstep: Class 12 contains 6602 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 38896 members 
Mstep: Class 15 contains 26181 members 
Mstep: Class 16 contains 104860 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79864 members 
Mstep: Class 19 contains 190051 members 
Mstep: Class 20 contains 1547 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37859 members 
Mstep: Class 23 contains 1627 members 
Mstep: Class 24 contains 12587 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214232.000000 Penalty: 89259.242188
Iteration 67Q: 27 clusters Score -1.332142e+08 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10830 members 
Mstep: Class 3 contains 212430 members 
Mstep: Class 4 contains 46074 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 3268 members 
Mstep: Class 7 contains 18740 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 183319 members 
Mstep: Class 10 contains 13569 members 
Mstep: Class 11 contains 27544 members 
Mstep: Class 12 contains 6602 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 38960 members 
Mstep: Class 15 contains 26136 members 
Mstep: Class 16 contains 103874 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80031 members 
Mstep: Class 19 contains 190225 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37885 members 
Mstep: Class 23 contains 1628 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214680.000000 Penalty: 89259.242188
Iteration 68Q: 27 clusters Score -1.332147e+08 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10960 members 
Mstep: Class 3 contains 212289 members 
Mstep: Class 4 contains 46114 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 183537 members 
Mstep: Class 10 contains 13389 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 6615 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39004 members 
Mstep: Class 15 contains 26117 members 
Mstep: Class 16 contains 102881 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80201 members 
Mstep: Class 19 contains 190380 members 
Mstep: Class 20 contains 1545 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37901 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214632.000000 Penalty: 89259.242188
Iteration 69Q: 27 clusters Score -1.332146e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11102 members 
Mstep: Class 3 contains 212161 members 
Mstep: Class 4 contains 46136 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 18737 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 183846 members 
Mstep: Class 10 contains 13234 members 
Mstep: Class 11 contains 28612 members 
Mstep: Class 12 contains 6634 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39035 members 
Mstep: Class 15 contains 26101 members 
Mstep: Class 16 contains 101842 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80404 members 
Mstep: Class 19 contains 190516 members 
Mstep: Class 20 contains 1543 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37912 members 
Mstep: Class 23 contains 1627 members 
Mstep: Class 24 contains 12634 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214744.000000 Penalty: 89259.242188
Iteration 70Q: 27 clusters Score -1.332147e+08 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11241 members 
Mstep: Class 3 contains 212028 members 
Mstep: Class 4 contains 46170 members 
Mstep: Class 5 contains 1951 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 18737 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 184178 members 
Mstep: Class 10 contains 13116 members 
Mstep: Class 11 contains 29110 members 
Mstep: Class 12 contains 6648 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39086 members 
Mstep: Class 15 contains 26078 members 
Mstep: Class 16 contains 100786 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80596 members 
Mstep: Class 19 contains 190633 members 
Mstep: Class 20 contains 1543 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37902 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 12640 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214672.000000 Penalty: 89259.242188
Iteration 71Q: 27 clusters Score -1.332147e+08 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11368 members 
Mstep: Class 3 contains 211866 members 
Mstep: Class 4 contains 46222 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 18744 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 184571 members 
Mstep: Class 10 contains 12985 members 
Mstep: Class 11 contains 29608 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39137 members 
Mstep: Class 15 contains 26071 members 
Mstep: Class 16 contains 99661 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80859 members 
Mstep: Class 19 contains 190740 members 
Mstep: Class 20 contains 1538 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37854 members 
Mstep: Class 23 contains 1625 members 
Mstep: Class 24 contains 12631 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214736.000000 Penalty: 89259.242188
Iteration 72Q: 27 clusters Score -1.332147e+08 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11498 members 
Mstep: Class 3 contains 211662 members 
Mstep: Class 4 contains 46301 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 18750 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 185043 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 30076 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39173 members 
Mstep: Class 15 contains 26069 members 
Mstep: Class 16 contains 98451 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81130 members 
Mstep: Class 19 contains 190845 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37829 members 
Mstep: Class 23 contains 1630 members 
Mstep: Class 24 contains 12634 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133215368.000000 Penalty: 89259.242188
Iteration 73Q: 27 clusters Score -1.332154e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 211481 members 
Mstep: Class 4 contains 46363 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 18746 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 185501 members 
Mstep: Class 10 contains 12760 members 
Mstep: Class 11 contains 30525 members 
Mstep: Class 12 contains 6699 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39216 members 
Mstep: Class 15 contains 26064 members 
Mstep: Class 16 contains 97222 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81478 members 
Mstep: Class 19 contains 190899 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37788 members 
Mstep: Class 23 contains 1632 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133215416.000000 Penalty: 89259.242188
Iteration 74Q: 27 clusters Score -1.332154e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11715 members 
Mstep: Class 3 contains 211402 members 
Mstep: Class 4 contains 46411 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 18737 members 
Mstep: Class 8 contains 271 members 
Mstep: Class 9 contains 186010 members 
Mstep: Class 10 contains 12663 members 
Mstep: Class 11 contains 30976 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39257 members 
Mstep: Class 15 contains 26062 members 
Mstep: Class 16 contains 95860 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81849 members 
Mstep: Class 19 contains 190962 members 
Mstep: Class 20 contains 1531 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37755 members 
Mstep: Class 23 contains 1631 members 
Mstep: Class 24 contains 12634 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133215472.000000 Penalty: 89259.242188
Iteration 75Q: 27 clusters Score -1.332155e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 211260 members 
Mstep: Class 4 contains 46465 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 18735 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 186554 members 
Mstep: Class 10 contains 12573 members 
Mstep: Class 11 contains 31407 members 
Mstep: Class 12 contains 6756 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39312 members 
Mstep: Class 15 contains 26037 members 
Mstep: Class 16 contains 94508 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82213 members 
Mstep: Class 19 contains 191016 members 
Mstep: Class 20 contains 1531 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37741 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 12625 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133215976.000000 Penalty: 89259.242188
Iteration 76Q: 27 clusters Score -1.33216e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 211142 members 
Mstep: Class 4 contains 46514 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 18744 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 187061 members 
Mstep: Class 10 contains 12506 members 
Mstep: Class 11 contains 31852 members 
Mstep: Class 12 contains 6788 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39313 members 
Mstep: Class 15 contains 26012 members 
Mstep: Class 16 contains 93192 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82582 members 
Mstep: Class 19 contains 191049 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 37738 members 
Mstep: Class 23 contains 1633 members 
Mstep: Class 24 contains 12613 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216472.000000 Penalty: 89259.242188
Iteration 77Q: 27 clusters Score -1.332165e+08 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 211106 members 
Mstep: Class 4 contains 46582 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 18740 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 187595 members 
Mstep: Class 10 contains 12441 members 
Mstep: Class 11 contains 32244 members 
Mstep: Class 12 contains 6819 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39359 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 91782 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82925 members 
Mstep: Class 19 contains 191088 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37733 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216584.000000 Penalty: 89259.242188
Iteration 78Q: 27 clusters Score -1.332166e+08 nChanged 4023
Entering ConstructFrom: 
Score: -133216584.000000 Penalty: 89259.242188
Entering ConstructFrom: 
Trying to split cluster 1 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -450330.812500 Penalty: 2027.466064
	Iteration 0F: 2 clusters Score -450330.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -446750.500000 Penalty: 4054.932129
	Iteration 0F: 3 clusters Score -446750.5 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -447556.437500 Penalty: 4054.932129
	Iteration 1F: 3 clusters Score -447556.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -447792.937500 Penalty: 4054.932129
	Iteration 2F: 3 clusters Score -447792.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -448002.843750 Penalty: 4054.932129
	Iteration 3F: 3 clusters Score -448002.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -448197.375000 Penalty: 4054.932129
	Iteration 4F: 3 clusters Score -448197.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -448329.625000 Penalty: 4054.932129
	Iteration 5Q: 3 clusters Score -448329.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -448460.750000 Penalty: 4054.932129
	Iteration 6Q: 3 clusters Score -448460.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -448570.156250 Penalty: 4054.932129
	Iteration 7Q: 3 clusters Score -448570.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -448652.406250 Penalty: 4054.932129
	Iteration 8Q: 3 clusters Score -448652.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -448724.656250 Penalty: 4054.932129
	Iteration 9Q: 3 clusters Score -448724.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -448785.218750 Penalty: 4054.932129
	Iteration 10Q: 3 clusters Score -448785.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -448825.843750 Penalty: 4054.932129
	Iteration 11Q: 3 clusters Score -448825.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -448851.625000 Penalty: 4054.932129
	Iteration 12Q: 3 clusters Score -448851.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -448868.437500 Penalty: 4054.932129
	Iteration 13Q: 3 clusters Score -448868.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -448882.718750 Penalty: 4054.932129
	Iteration 14Q: 3 clusters Score -448882.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -448893.750000 Penalty: 4054.932129
	Iteration 15Q: 3 clusters Score -448893.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -448899.718750 Penalty: 4054.932129
	Iteration 16Q: 3 clusters Score -448899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -448901.531250 Penalty: 4054.932129
	Iteration 17Q: 3 clusters Score -448901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -448903.593750 Penalty: 4054.932129
	Iteration 18Q: 3 clusters Score -448903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -448905.812500 Penalty: 4054.932129
	Iteration 19Q: 3 clusters Score -448905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -448908.468750 Penalty: 4054.932129
	Iteration 20F: 3 clusters Score -448908.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -448909.937500 Penalty: 4054.932129
	Iteration 21Q: 3 clusters Score -448909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -448910.750000 Penalty: 4054.932129
	Iteration 22Q: 3 clusters Score -448910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -448911.218750 Penalty: 4054.932129
	Iteration 23Q: 3 clusters Score -448911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -448911.218750 Penalty: 4054.932129
	Iteration 24F: 3 clusters Score -448911.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Entering Unmasked Estep 
Score: -1617962.750000 Penalty: 2330.246826
	Iteration 0F: 2 clusters Score -1617963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1609005.125000 Penalty: 4660.493652
	Iteration 0F: 3 clusters Score -1609005 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1611872.000000 Penalty: 4660.493652
	Iteration 1F: 3 clusters Score -1611872 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1612453.750000 Penalty: 4660.493652
	Iteration 2F: 3 clusters Score -1612454 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1613163.750000 Penalty: 4660.493652
	Iteration 3F: 3 clusters Score -1613164 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1614073.625000 Penalty: 4660.493652
	Iteration 4F: 3 clusters Score -1614074 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1615163.750000 Penalty: 4660.493652
	Iteration 5F: 3 clusters Score -1615164 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1616114.750000 Penalty: 4660.493652
	Iteration 6F: 3 clusters Score -1616115 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1616718.375000 Penalty: 4660.493652
	Iteration 7F: 3 clusters Score -1616718 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1617023.500000 Penalty: 4660.493652
	Iteration 8Q: 3 clusters Score -1617024 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1617203.000000 Penalty: 4660.493652
	Iteration 9Q: 3 clusters Score -1617203 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1617337.500000 Penalty: 4660.493652
	Iteration 10Q: 3 clusters Score -1617338 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1617421.125000 Penalty: 4660.493652
	Iteration 11Q: 3 clusters Score -1617421 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1617487.500000 Penalty: 4660.493652
	Iteration 12Q: 3 clusters Score -1617488 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1617534.500000 Penalty: 4660.493652
	Iteration 13Q: 3 clusters Score -1617534 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1617566.625000 Penalty: 4660.493652
	Iteration 14Q: 3 clusters Score -1617567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1617589.375000 Penalty: 4660.493652
	Iteration 15Q: 3 clusters Score -1617589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1617613.000000 Penalty: 4660.493652
	Iteration 16Q: 3 clusters Score -1617613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1617633.000000 Penalty: 4660.493652
	Iteration 17Q: 3 clusters Score -1617633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1617647.875000 Penalty: 4660.493652
	Iteration 18Q: 3 clusters Score -1617648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1617661.250000 Penalty: 4660.493652
	Iteration 19Q: 3 clusters Score -1617661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1617679.750000 Penalty: 4660.493652
	Iteration 20F: 3 clusters Score -1617680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1617692.500000 Penalty: 4660.493652
	Iteration 21Q: 3 clusters Score -1617692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1617699.125000 Penalty: 4660.493652
	Iteration 22Q: 3 clusters Score -1617699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1617709.625000 Penalty: 4660.493652
	Iteration 23Q: 3 clusters Score -1617710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1617719.375000 Penalty: 4660.493652
	Iteration 24Q: 3 clusters Score -1617719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1617724.875000 Penalty: 4660.493652
	Iteration 25Q: 3 clusters Score -1617725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1617728.250000 Penalty: 4660.493652
	Iteration 26Q: 3 clusters Score -1617728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1617734.875000 Penalty: 4660.493652
	Iteration 27Q: 3 clusters Score -1617735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1617736.875000 Penalty: 4660.493652
	Iteration 28Q: 3 clusters Score -1617737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1617742.250000 Penalty: 4660.493652
	Iteration 29Q: 3 clusters Score -1617742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1617744.625000 Penalty: 4660.493652
	Iteration 30Q: 3 clusters Score -1617745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1617749.500000 Penalty: 4660.493652
	Iteration 31Q: 3 clusters Score -1617750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1617748.875000 Penalty: 4660.493652
	Iteration 32Q: 3 clusters Score -1617749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1617750.250000 Penalty: 4660.493652
	Iteration 33Q: 3 clusters Score -1617750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1617752.625000 Penalty: 4660.493652
	Iteration 34Q: 3 clusters Score -1617753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1617753.375000 Penalty: 4660.493652
	Iteration 35Q: 3 clusters Score -1617753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1617754.000000 Penalty: 4660.493652
	Iteration 36Q: 3 clusters Score -1617754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1617753.625000 Penalty: 4660.493652
	Iteration 37Q: 3 clusters Score -1617754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1617757.375000 Penalty: 4660.493652
	Iteration 38Q: 3 clusters Score -1617757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1617756.625000 Penalty: 4660.493652
	Iteration 39Q: 3 clusters Score -1617757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1617760.625000 Penalty: 4660.493652
	Iteration 40F: 3 clusters Score -1617761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1617760.125000 Penalty: 4660.493652
	Iteration 41Q: 3 clusters Score -1617760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1617760.125000 Penalty: 4660.493652
	Iteration 42Q: 3 clusters Score -1617760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1617760.125000 Penalty: 4660.493652
	Iteration 43F: 3 clusters Score -1617760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (211144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211144 members 
Entering Unmasked Estep 
Score: -28018194.000000 Penalty: 3040.553467
	Iteration 0F: 2 clusters Score -2.801819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -27885262.000000 Penalty: 6081.106934
	Iteration 0F: 3 clusters Score -2.788526e+07 nChanged 101743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 104441 members 
Entering Unmasked Estep 
Score: -27944800.000000 Penalty: 6081.106934
	Iteration 1F: 3 clusters Score -2.79448e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -27945886.000000 Penalty: 6081.106934
	Iteration 2Q: 3 clusters Score -2.794589e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -27947234.000000 Penalty: 6081.106934
	Iteration 3Q: 3 clusters Score -2.794723e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -27949250.000000 Penalty: 6081.106934
	Iteration 4Q: 3 clusters Score -2.794925e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111719 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -27951970.000000 Penalty: 6081.106934
	Iteration 5Q: 3 clusters Score -2.795197e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114513 members 
Mstep: Class 2 contains 96631 members 
Entering Unmasked Estep 
Score: -27955520.000000 Penalty: 6081.106934
	Iteration 6Q: 3 clusters Score -2.795552e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -27959914.000000 Penalty: 6081.106934
	Iteration 7Q: 3 clusters Score -2.795991e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122444 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -27965216.000000 Penalty: 6081.106934
	Iteration 8F: 3 clusters Score -2.796522e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -27971514.000000 Penalty: 6081.106934
	Iteration 9F: 3 clusters Score -2.797151e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132093 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -27979198.000000 Penalty: 6081.106934
	Iteration 10F: 3 clusters Score -2.79792e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136193 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -27987560.000000 Penalty: 6081.106934
	Iteration 11F: 3 clusters Score -2.798756e+07 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -27993814.000000 Penalty: 6081.106934
	Iteration 12F: 3 clusters Score -2.799381e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141125 members 
Mstep: Class 2 contains 70019 members 
Entering Unmasked Estep 
Score: -27997208.000000 Penalty: 6081.106934
	Iteration 13Q: 3 clusters Score -2.799721e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -27998700.000000 Penalty: 6081.106934
	Iteration 14Q: 3 clusters Score -2.79987e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145095 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -27999876.000000 Penalty: 6081.106934
	Iteration 15Q: 3 clusters Score -2.799988e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -28000774.000000 Penalty: 6081.106934
	Iteration 16Q: 3 clusters Score -2.800077e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149594 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -28001478.000000 Penalty: 6081.106934
	Iteration 17Q: 3 clusters Score -2.800148e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -28002428.000000 Penalty: 6081.106934
	Iteration 18Q: 3 clusters Score -2.800243e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154510 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -28003214.000000 Penalty: 6081.106934
	Iteration 19Q: 3 clusters Score -2.800321e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157073 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -28003910.000000 Penalty: 6081.106934
	Iteration 20F: 3 clusters Score -2.800391e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159649 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -28004608.000000 Penalty: 6081.106934
	Iteration 21Q: 3 clusters Score -2.800461e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162241 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -28005406.000000 Penalty: 6081.106934
	Iteration 22Q: 3 clusters Score -2.800541e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -28006290.000000 Penalty: 6081.106934
	Iteration 23Q: 3 clusters Score -2.800629e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167718 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -28007036.000000 Penalty: 6081.106934
	Iteration 24Q: 3 clusters Score -2.800704e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170414 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -28007722.000000 Penalty: 6081.106934
	Iteration 25Q: 3 clusters Score -2.800772e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -28008484.000000 Penalty: 6081.106934
	Iteration 26Q: 3 clusters Score -2.800848e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175853 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -28009312.000000 Penalty: 6081.106934
	Iteration 27Q: 3 clusters Score -2.800931e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178530 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -28010186.000000 Penalty: 6081.106934
	Iteration 28Q: 3 clusters Score -2.801019e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -28010826.000000 Penalty: 6081.106934
	Iteration 29Q: 3 clusters Score -2.801083e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183755 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -28011714.000000 Penalty: 6081.106934
	Iteration 30Q: 3 clusters Score -2.801171e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186167 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -28012446.000000 Penalty: 6081.106934
	Iteration 31Q: 3 clusters Score -2.801245e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188492 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -28012984.000000 Penalty: 6081.106934
	Iteration 32Q: 3 clusters Score -2.801298e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -28013722.000000 Penalty: 6081.106934
	Iteration 33Q: 3 clusters Score -2.801372e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192694 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -28014288.000000 Penalty: 6081.106934
	Iteration 34Q: 3 clusters Score -2.801429e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194499 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -28014890.000000 Penalty: 6081.106934
	Iteration 35Q: 3 clusters Score -2.801489e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196092 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -28015314.000000 Penalty: 6081.106934
	Iteration 36Q: 3 clusters Score -2.801531e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -28015642.000000 Penalty: 6081.106934
	Iteration 37Q: 3 clusters Score -2.801564e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198853 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -28015980.000000 Penalty: 6081.106934
	Iteration 38Q: 3 clusters Score -2.801598e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200003 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -28016128.000000 Penalty: 6081.106934
	Iteration 39Q: 3 clusters Score -2.801613e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201032 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -28016330.000000 Penalty: 6081.106934
	Iteration 40F: 3 clusters Score -2.801633e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201938 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -28016448.000000 Penalty: 6081.106934
	Iteration 41Q: 3 clusters Score -2.801645e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202793 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -28016592.000000 Penalty: 6081.106934
	Iteration 42Q: 3 clusters Score -2.801659e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203557 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -28016588.000000 Penalty: 6081.106934
	Iteration 43Q: 3 clusters Score -2.801659e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204281 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -28016622.000000 Penalty: 6081.106934
	Iteration 44Q: 3 clusters Score -2.801662e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204935 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -28016644.000000 Penalty: 6081.106934
	Iteration 45Q: 3 clusters Score -2.801664e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205531 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -28016678.000000 Penalty: 6081.106934
	Iteration 46Q: 3 clusters Score -2.801668e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206066 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -28016712.000000 Penalty: 6081.106934
	Iteration 47Q: 3 clusters Score -2.801671e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206529 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -28016778.000000 Penalty: 6081.106934
	Iteration 48Q: 3 clusters Score -2.801678e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206951 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -28016716.000000 Penalty: 6081.106934
	Iteration 49Q: 3 clusters Score -2.801672e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207281 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -28016562.000000 Penalty: 6081.106934
	Iteration 50Q: 3 clusters Score -2.801656e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207558 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -28016580.000000 Penalty: 6081.106934
	Iteration 51Q: 3 clusters Score -2.801658e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207817 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -28016576.000000 Penalty: 6081.106934
	Iteration 52Q: 3 clusters Score -2.801658e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208059 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -28016512.000000 Penalty: 6081.106934
	Iteration 53Q: 3 clusters Score -2.801651e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208282 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -28016526.000000 Penalty: 6081.106934
	Iteration 54Q: 3 clusters Score -2.801653e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208482 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -28016450.000000 Penalty: 6081.106934
	Iteration 55Q: 3 clusters Score -2.801645e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208644 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -28016462.000000 Penalty: 6081.106934
	Iteration 56Q: 3 clusters Score -2.801646e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208790 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -28016456.000000 Penalty: 6081.106934
	Iteration 57Q: 3 clusters Score -2.801646e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208920 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -28016420.000000 Penalty: 6081.106934
	Iteration 58Q: 3 clusters Score -2.801642e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209035 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -28016410.000000 Penalty: 6081.106934
	Iteration 59Q: 3 clusters Score -2.801641e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209148 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -28016400.000000 Penalty: 6081.106934
	Iteration 60F: 3 clusters Score -2.80164e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209250 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -28016380.000000 Penalty: 6081.106934
	Iteration 61Q: 3 clusters Score -2.801638e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209321 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -28016398.000000 Penalty: 6081.106934
	Iteration 62Q: 3 clusters Score -2.80164e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209397 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -28016364.000000 Penalty: 6081.106934
	Iteration 63Q: 3 clusters Score -2.801636e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209464 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -28016398.000000 Penalty: 6081.106934
	Iteration 64Q: 3 clusters Score -2.80164e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209529 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -28016384.000000 Penalty: 6081.106934
	Iteration 65Q: 3 clusters Score -2.801638e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209603 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -28016350.000000 Penalty: 6081.106934
	Iteration 66Q: 3 clusters Score -2.801635e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209660 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -28016310.000000 Penalty: 6081.106934
	Iteration 67Q: 3 clusters Score -2.801631e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209701 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -28016322.000000 Penalty: 6081.106934
	Iteration 68Q: 3 clusters Score -2.801632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209726 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -28016346.000000 Penalty: 6081.106934
	Iteration 69Q: 3 clusters Score -2.801635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209752 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -28016312.000000 Penalty: 6081.106934
	Iteration 70Q: 3 clusters Score -2.801631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209771 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -28016310.000000 Penalty: 6081.106934
	Iteration 71Q: 3 clusters Score -2.801631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209793 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -28016330.000000 Penalty: 6081.106934
	Iteration 72Q: 3 clusters Score -2.801633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209816 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -28016320.000000 Penalty: 6081.106934
	Iteration 73Q: 3 clusters Score -2.801632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209837 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -28016346.000000 Penalty: 6081.106934
	Iteration 74Q: 3 clusters Score -2.801635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209856 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -28016322.000000 Penalty: 6081.106934
	Iteration 75Q: 3 clusters Score -2.801632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209874 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -28016350.000000 Penalty: 6081.106934
	Iteration 76Q: 3 clusters Score -2.801635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -28016334.000000 Penalty: 6081.106934
	Iteration 77Q: 3 clusters Score -2.801633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209915 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -28016340.000000 Penalty: 6081.106934
	Iteration 78Q: 3 clusters Score -2.801634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209933 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -28016334.000000 Penalty: 6081.106934
	Iteration 79Q: 3 clusters Score -2.801633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209952 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -28016342.000000 Penalty: 6081.106934
	Iteration 80F: 3 clusters Score -2.801634e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209973 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -28016326.000000 Penalty: 6081.106934
	Iteration 81Q: 3 clusters Score -2.801633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209980 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -28016310.000000 Penalty: 6081.106934
	Iteration 82Q: 3 clusters Score -2.801631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209986 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -28016326.000000 Penalty: 6081.106934
	Iteration 83Q: 3 clusters Score -2.801633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209992 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -28016336.000000 Penalty: 6081.106934
	Iteration 84Q: 3 clusters Score -2.801634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210000 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -28016336.000000 Penalty: 6081.106934
	Iteration 85Q: 3 clusters Score -2.801634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210005 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -28016340.000000 Penalty: 6081.106934
	Iteration 86Q: 3 clusters Score -2.801634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210010 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -28016334.000000 Penalty: 6081.106934
	Iteration 87Q: 3 clusters Score -2.801633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210011 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28016332.000000 Penalty: 6081.106934
	Iteration 88Q: 3 clusters Score -2.801633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210011 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28016332.000000 Penalty: 6081.106934
	Iteration 89F: 3 clusters Score -2.801633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Entering Unmasked Estep 
Score: -6053338.500000 Penalty: 2666.020996
	Iteration 0F: 2 clusters Score -6053338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -6022000.000000 Penalty: 5332.041992
	Iteration 0F: 3 clusters Score -6022000 nChanged 21470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -6033871.000000 Penalty: 5332.041992
	Iteration 1F: 3 clusters Score -6033871 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -6034512.000000 Penalty: 5332.041992
	Iteration 2Q: 3 clusters Score -6034512 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -6035236.500000 Penalty: 5332.041992
	Iteration 3Q: 3 clusters Score -6035236 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -6036385.500000 Penalty: 5332.041992
	Iteration 4F: 3 clusters Score -6036386 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -6038182.500000 Penalty: 5332.041992
	Iteration 5F: 3 clusters Score -6038182 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -6040836.500000 Penalty: 5332.041992
	Iteration 6F: 3 clusters Score -6040836 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -6044078.500000 Penalty: 5332.041992
	Iteration 7F: 3 clusters Score -6044078 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -6047209.000000 Penalty: 5332.041992
	Iteration 8F: 3 clusters Score -6047209 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6049345.500000 Penalty: 5332.041992
	Iteration 9Q: 3 clusters Score -6049346 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6050304.000000 Penalty: 5332.041992
	Iteration 10Q: 3 clusters Score -6050304 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6050620.500000 Penalty: 5332.041992
	Iteration 11Q: 3 clusters Score -6050620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6050744.000000 Penalty: 5332.041992
	Iteration 12Q: 3 clusters Score -6050744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6050831.000000 Penalty: 5332.041992
	Iteration 13Q: 3 clusters Score -6050831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6050877.500000 Penalty: 5332.041992
	Iteration 14Q: 3 clusters Score -6050878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6050920.000000 Penalty: 5332.041992
	Iteration 15Q: 3 clusters Score -6050920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6050940.500000 Penalty: 5332.041992
	Iteration 16Q: 3 clusters Score -6050940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6050958.000000 Penalty: 5332.041992
	Iteration 17Q: 3 clusters Score -6050958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6050962.000000 Penalty: 5332.041992
	Iteration 18Q: 3 clusters Score -6050962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6050963.000000 Penalty: 5332.041992
	Iteration 19Q: 3 clusters Score -6050963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6050968.000000 Penalty: 5332.041992
	Iteration 20F: 3 clusters Score -6050968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6050979.500000 Penalty: 5332.041992
	Iteration 21Q: 3 clusters Score -6050980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6050979.500000 Penalty: 5332.041992
	Iteration 22F: 3 clusters Score -6050980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -218998.312500 Penalty: 1862.722534
	Iteration 0F: 2 clusters Score -218998.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -216780.609375 Penalty: 3725.445068
	Iteration 0F: 3 clusters Score -216780.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -217752.921875 Penalty: 3725.445068
	Iteration 1F: 3 clusters Score -217752.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -218141.015625 Penalty: 3725.445068
	Iteration 2F: 3 clusters Score -218141 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -218425.375000 Penalty: 3725.445068
	Iteration 3F: 3 clusters Score -218425.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -218653.890625 Penalty: 3725.445068
	Iteration 4F: 3 clusters Score -218653.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -218808.109375 Penalty: 3725.445068
	Iteration 5Q: 3 clusters Score -218808.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -218885.281250 Penalty: 3725.445068
	Iteration 6Q: 3 clusters Score -218885.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -218941.062500 Penalty: 3725.445068
	Iteration 7Q: 3 clusters Score -218941.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -218971.046875 Penalty: 3725.445068
	Iteration 8Q: 3 clusters Score -218971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -218994.750000 Penalty: 3725.445068
	Iteration 9Q: 3 clusters Score -218994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -219002.031250 Penalty: 3725.445068
	Iteration 10Q: 3 clusters Score -219002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -219007.328125 Penalty: 3725.445068
	Iteration 11Q: 3 clusters Score -219007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -219008.828125 Penalty: 3725.445068
	Iteration 12Q: 3 clusters Score -219008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -219009.546875 Penalty: 3725.445068
	Iteration 13Q: 3 clusters Score -219009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -219009.546875 Penalty: 3725.445068
	Iteration 14F: 3 clusters Score -219009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 211144 members 
Mstep: Class 4 contains 46634 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 188129 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 90320 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83274 members 
Mstep: Class 19 contains 191120 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 187 members 
Entering Unmasked Estep 
Score: -133215224.000000 Penalty: 92692.289062
Splitting cluster 5 changes total score from -133216584.000000 to -133215224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -343954.312500 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -343954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -340681.000000 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -340681 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -341316.156250 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -341316.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -341464.343750 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -341464.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -341544.625000 Penalty: 3973.302979
	Iteration 3Q: 3 clusters Score -341544.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -341613.968750 Penalty: 3973.302979
	Iteration 4Q: 3 clusters Score -341614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -341682.062500 Penalty: 3973.302979
	Iteration 5Q: 3 clusters Score -341682.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -341720.937500 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -341720.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -341762.406250 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -341762.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -341782.062500 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -341782.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -341803.062500 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -341803.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -341821.281250 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -341821.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -341834.937500 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -341834.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -341842.281250 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -341842.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -341848.875000 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -341848.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -341857.093750 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -341857.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -341863.906250 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -341863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -341869.531250 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -341869.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -341874.906250 Penalty: 3973.302979
	Iteration 17Q: 3 clusters Score -341874.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -341879.843750 Penalty: 3973.302979
	Iteration 18Q: 3 clusters Score -341879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -341883.750000 Penalty: 3973.302979
	Iteration 19Q: 3 clusters Score -341883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -341888.843750 Penalty: 3973.302979
	Iteration 20F: 3 clusters Score -341888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -341896.062500 Penalty: 3973.302979
	Iteration 21Q: 3 clusters Score -341896.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -341900.281250 Penalty: 3973.302979
	Iteration 22Q: 3 clusters Score -341900.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -341906.156250 Penalty: 3973.302979
	Iteration 23Q: 3 clusters Score -341906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -341908.468750 Penalty: 3973.302979
	Iteration 24Q: 3 clusters Score -341908.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -341911.062500 Penalty: 3973.302979
	Iteration 25Q: 3 clusters Score -341911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -341911.406250 Penalty: 3973.302979
	Iteration 26Q: 3 clusters Score -341911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -341911.406250 Penalty: 3973.302979
	Iteration 27F: 3 clusters Score -341911.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Entering Unmasked Estep 
Score: -2527787.000000 Penalty: 2440.151855
	Iteration 0F: 2 clusters Score -2527787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2514518.000000 Penalty: 4880.303711
	Iteration 0F: 3 clusters Score -2514518 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2519021.000000 Penalty: 4880.303711
	Iteration 1F: 3 clusters Score -2519021 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2519487.250000 Penalty: 4880.303711
	Iteration 2F: 3 clusters Score -2519487 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2519980.500000 Penalty: 4880.303711
	Iteration 3F: 3 clusters Score -2519980 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2520588.750000 Penalty: 4880.303711
	Iteration 4F: 3 clusters Score -2520589 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2521337.750000 Penalty: 4880.303711
	Iteration 5F: 3 clusters Score -2521338 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2522281.500000 Penalty: 4880.303711
	Iteration 6F: 3 clusters Score -2522282 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2523495.250000 Penalty: 4880.303711
	Iteration 7F: 3 clusters Score -2523495 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2524737.250000 Penalty: 4880.303711
	Iteration 8F: 3 clusters Score -2524737 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2525803.750000 Penalty: 4880.303711
	Iteration 9F: 3 clusters Score -2525804 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2526398.250000 Penalty: 4880.303711
	Iteration 10Q: 3 clusters Score -2526398 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2526715.000000 Penalty: 4880.303711
	Iteration 11Q: 3 clusters Score -2526715 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2526894.250000 Penalty: 4880.303711
	Iteration 12Q: 3 clusters Score -2526894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2526981.500000 Penalty: 4880.303711
	Iteration 13Q: 3 clusters Score -2526982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2527036.000000 Penalty: 4880.303711
	Iteration 14Q: 3 clusters Score -2527036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2527065.500000 Penalty: 4880.303711
	Iteration 15Q: 3 clusters Score -2527066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2527076.750000 Penalty: 4880.303711
	Iteration 16Q: 3 clusters Score -2527077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2527081.500000 Penalty: 4880.303711
	Iteration 17Q: 3 clusters Score -2527082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2527088.750000 Penalty: 4880.303711
	Iteration 18Q: 3 clusters Score -2527089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2527092.500000 Penalty: 4880.303711
	Iteration 19Q: 3 clusters Score -2527092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2527092.500000 Penalty: 4880.303711
	Iteration 20F: 3 clusters Score -2527092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2527093.500000 Penalty: 4880.303711
	Iteration 21Q: 3 clusters Score -2527094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2527093.500000 Penalty: 4880.303711
	Iteration 22F: 3 clusters Score -2527094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -24908.625000 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -24908.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23764.779297 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -23764.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23894.779297 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -23894.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23908.369141 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -23908.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23915.021484 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -23915.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23915.914062 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -23915.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23915.914062 Penalty: 2773.129639
	Iteration 5F: 3 clusters Score -23915.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (188129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188129 members 
Entering Unmasked Estep 
Score: -24984146.000000 Penalty: 3011.930908
	Iteration 0F: 2 clusters Score -2.498415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -24861612.000000 Penalty: 6023.861816
	Iteration 0F: 3 clusters Score -2.486161e+07 nChanged 90459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -24914102.000000 Penalty: 6023.861816
	Iteration 1F: 3 clusters Score -2.49141e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -24915222.000000 Penalty: 6023.861816
	Iteration 2Q: 3 clusters Score -2.491522e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -24916326.000000 Penalty: 6023.861816
	Iteration 3Q: 3 clusters Score -2.491633e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -24918024.000000 Penalty: 6023.861816
	Iteration 4Q: 3 clusters Score -2.491802e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 110021 members 
Entering Unmasked Estep 
Score: -24920844.000000 Penalty: 6023.861816
	Iteration 5Q: 3 clusters Score -2.492084e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 117880 members 
Entering Unmasked Estep 
Score: -24925226.000000 Penalty: 6023.861816
	Iteration 6Q: 3 clusters Score -2.492523e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 128748 members 
Entering Unmasked Estep 
Score: -24932696.000000 Penalty: 6023.861816
	Iteration 7F: 3 clusters Score -2.49327e+07 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 142489 members 
Entering Unmasked Estep 
Score: -24943660.000000 Penalty: 6023.861816
	Iteration 8F: 3 clusters Score -2.494366e+07 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 156924 members 
Entering Unmasked Estep 
Score: -24956476.000000 Penalty: 6023.861816
	Iteration 9F: 3 clusters Score -2.495648e+07 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 169330 members 
Entering Unmasked Estep 
Score: -24967462.000000 Penalty: 6023.861816
	Iteration 10F: 3 clusters Score -2.496746e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 177679 members 
Entering Unmasked Estep 
Score: -24974306.000000 Penalty: 6023.861816
	Iteration 11Q: 3 clusters Score -2.497431e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 182395 members 
Entering Unmasked Estep 
Score: -24978074.000000 Penalty: 6023.861816
	Iteration 12Q: 3 clusters Score -2.497807e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -24979906.000000 Penalty: 6023.861816
	Iteration 13Q: 3 clusters Score -2.497991e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 185959 members 
Entering Unmasked Estep 
Score: -24980714.000000 Penalty: 6023.861816
	Iteration 14Q: 3 clusters Score -2.498071e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 186524 members 
Entering Unmasked Estep 
Score: -24981118.000000 Penalty: 6023.861816
	Iteration 15Q: 3 clusters Score -2.498112e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 186825 members 
Entering Unmasked Estep 
Score: -24981306.000000 Penalty: 6023.861816
	Iteration 16Q: 3 clusters Score -2.498131e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 186979 members 
Entering Unmasked Estep 
Score: -24981482.000000 Penalty: 6023.861816
	Iteration 17Q: 3 clusters Score -2.498148e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 187075 members 
Entering Unmasked Estep 
Score: -24981586.000000 Penalty: 6023.861816
	Iteration 18Q: 3 clusters Score -2.498159e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 187133 members 
Entering Unmasked Estep 
Score: -24981642.000000 Penalty: 6023.861816
	Iteration 19Q: 3 clusters Score -2.498164e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 187179 members 
Entering Unmasked Estep 
Score: -24981668.000000 Penalty: 6023.861816
	Iteration 20F: 3 clusters Score -2.498167e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 187211 members 
Entering Unmasked Estep 
Score: -24981736.000000 Penalty: 6023.861816
	Iteration 21Q: 3 clusters Score -2.498174e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 187241 members 
Entering Unmasked Estep 
Score: -24981748.000000 Penalty: 6023.861816
	Iteration 22Q: 3 clusters Score -2.498175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 187262 members 
Entering Unmasked Estep 
Score: -24981748.000000 Penalty: 6023.861816
	Iteration 23Q: 3 clusters Score -2.498175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 187267 members 
Entering Unmasked Estep 
Score: -24981754.000000 Penalty: 6023.861816
	Iteration 24Q: 3 clusters Score -2.498175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 187276 members 
Entering Unmasked Estep 
Score: -24981750.000000 Penalty: 6023.861816
	Iteration 25Q: 3 clusters Score -2.498175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 187284 members 
Entering Unmasked Estep 
Score: -24981772.000000 Penalty: 6023.861816
	Iteration 26Q: 3 clusters Score -2.498177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 187290 members 
Entering Unmasked Estep 
Score: -24981778.000000 Penalty: 6023.861816
	Iteration 27Q: 3 clusters Score -2.498178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 187294 members 
Entering Unmasked Estep 
Score: -24981764.000000 Penalty: 6023.861816
	Iteration 28Q: 3 clusters Score -2.498176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 187296 members 
Entering Unmasked Estep 
Score: -24981770.000000 Penalty: 6023.861816
	Iteration 29Q: 3 clusters Score -2.498177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 187298 members 
Entering Unmasked Estep 
Score: -24981768.000000 Penalty: 6023.861816
	Iteration 30Q: 3 clusters Score -2.498177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 187302 members 
Entering Unmasked Estep 
Score: -24981764.000000 Penalty: 6023.861816
	Iteration 31Q: 3 clusters Score -2.498176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 187303 members 
Entering Unmasked Estep 
Score: -24981768.000000 Penalty: 6023.861816
	Iteration 32Q: 3 clusters Score -2.498177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 187306 members 
Entering Unmasked Estep 
Score: -24981770.000000 Penalty: 6023.861816
	Iteration 33Q: 3 clusters Score -2.498177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 187310 members 
Entering Unmasked Estep 
Score: -24981762.000000 Penalty: 6023.861816
	Iteration 34Q: 3 clusters Score -2.498176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 187313 members 
Entering Unmasked Estep 
Score: -24981764.000000 Penalty: 6023.861816
	Iteration 35Q: 3 clusters Score -2.498176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 187314 members 
Entering Unmasked Estep 
Score: -24981782.000000 Penalty: 6023.861816
	Iteration 36Q: 3 clusters Score -2.498178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 187319 members 
Entering Unmasked Estep 
Score: -24981770.000000 Penalty: 6023.861816
	Iteration 37Q: 3 clusters Score -2.498177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 187326 members 
Entering Unmasked Estep 
Score: -24981784.000000 Penalty: 6023.861816
	Iteration 38Q: 3 clusters Score -2.498178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 187328 members 
Entering Unmasked Estep 
Score: -24981778.000000 Penalty: 6023.861816
	Iteration 39Q: 3 clusters Score -2.498178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 187330 members 
Entering Unmasked Estep 
Score: -24981780.000000 Penalty: 6023.861816
	Iteration 40F: 3 clusters Score -2.498178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 187329 members 
Entering Unmasked Estep 
Score: -24981780.000000 Penalty: 6023.861816
	Iteration 41Q: 3 clusters Score -2.498178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 187329 members 
Entering Unmasked Estep 
Score: -24981780.000000 Penalty: 6023.861816
	Iteration 42F: 3 clusters Score -2.498178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Entering Unmasked Estep 
Score: -1599119.000000 Penalty: 2337.271973
	Iteration 0F: 2 clusters Score -1599119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1589900.875000 Penalty: 4674.543945
	Iteration 0F: 3 clusters Score -1589901 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1592699.625000 Penalty: 4674.543945
	Iteration 1F: 3 clusters Score -1592700 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1593029.875000 Penalty: 4674.543945
	Iteration 2F: 3 clusters Score -1593030 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1593313.875000 Penalty: 4674.543945
	Iteration 3Q: 3 clusters Score -1593314 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1593581.625000 Penalty: 4674.543945
	Iteration 4Q: 3 clusters Score -1593582 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1593850.625000 Penalty: 4674.543945
	Iteration 5Q: 3 clusters Score -1593851 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1594115.875000 Penalty: 4674.543945
	Iteration 6Q: 3 clusters Score -1594116 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1594436.625000 Penalty: 4674.543945
	Iteration 7Q: 3 clusters Score -1594437 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1594839.500000 Penalty: 4674.543945
	Iteration 8Q: 3 clusters Score -1594840 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1595281.625000 Penalty: 4674.543945
	Iteration 9Q: 3 clusters Score -1595282 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1595682.125000 Penalty: 4674.543945
	Iteration 10Q: 3 clusters Score -1595682 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1596064.625000 Penalty: 4674.543945
	Iteration 11Q: 3 clusters Score -1596065 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1596371.500000 Penalty: 4674.543945
	Iteration 12Q: 3 clusters Score -1596372 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1596569.375000 Penalty: 4674.543945
	Iteration 13Q: 3 clusters Score -1596569 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1596702.375000 Penalty: 4674.543945
	Iteration 14Q: 3 clusters Score -1596702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1596796.125000 Penalty: 4674.543945
	Iteration 15Q: 3 clusters Score -1596796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1596862.375000 Penalty: 4674.543945
	Iteration 16Q: 3 clusters Score -1596862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1596901.500000 Penalty: 4674.543945
	Iteration 17Q: 3 clusters Score -1596902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1596934.500000 Penalty: 4674.543945
	Iteration 18Q: 3 clusters Score -1596934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1596955.625000 Penalty: 4674.543945
	Iteration 19Q: 3 clusters Score -1596956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1596974.250000 Penalty: 4674.543945
	Iteration 20F: 3 clusters Score -1596974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1596998.125000 Penalty: 4674.543945
	Iteration 21Q: 3 clusters Score -1596998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1597011.000000 Penalty: 4674.543945
	Iteration 22Q: 3 clusters Score -1597011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1597023.750000 Penalty: 4674.543945
	Iteration 23Q: 3 clusters Score -1597024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1597031.125000 Penalty: 4674.543945
	Iteration 24Q: 3 clusters Score -1597031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1597037.500000 Penalty: 4674.543945
	Iteration 25Q: 3 clusters Score -1597038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1597042.750000 Penalty: 4674.543945
	Iteration 26Q: 3 clusters Score -1597043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1597047.625000 Penalty: 4674.543945
	Iteration 27Q: 3 clusters Score -1597048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1597052.750000 Penalty: 4674.543945
	Iteration 28Q: 3 clusters Score -1597053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1597057.750000 Penalty: 4674.543945
	Iteration 29Q: 3 clusters Score -1597058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1597061.375000 Penalty: 4674.543945
	Iteration 30Q: 3 clusters Score -1597061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1597061.375000 Penalty: 4674.543945
	Iteration 31F: 3 clusters Score -1597061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Entering Unmasked Estep 
Score: -4376903.500000 Penalty: 2577.293701
	Iteration 0F: 2 clusters Score -4376904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4354472.500000 Penalty: 5154.587402
	Iteration 0F: 3 clusters Score -4354472 nChanged 14756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4362696.500000 Penalty: 5154.587402
	Iteration 1F: 3 clusters Score -4362696 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4363219.500000 Penalty: 5154.587402
	Iteration 2Q: 3 clusters Score -4363220 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4363794.000000 Penalty: 5154.587402
	Iteration 3Q: 3 clusters Score -4363794 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4364585.500000 Penalty: 5154.587402
	Iteration 4Q: 3 clusters Score -4364586 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4365677.500000 Penalty: 5154.587402
	Iteration 5F: 3 clusters Score -4365678 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4367380.000000 Penalty: 5154.587402
	Iteration 6F: 3 clusters Score -4367380 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4369441.500000 Penalty: 5154.587402
	Iteration 7F: 3 clusters Score -4369442 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4371499.500000 Penalty: 5154.587402
	Iteration 8F: 3 clusters Score -4371500 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4372964.500000 Penalty: 5154.587402
	Iteration 9Q: 3 clusters Score -4372964 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4373768.500000 Penalty: 5154.587402
	Iteration 10Q: 3 clusters Score -4373768 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4374169.500000 Penalty: 5154.587402
	Iteration 11Q: 3 clusters Score -4374170 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4374361.500000 Penalty: 5154.587402
	Iteration 12Q: 3 clusters Score -4374362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4374468.500000 Penalty: 5154.587402
	Iteration 13Q: 3 clusters Score -4374468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4374529.500000 Penalty: 5154.587402
	Iteration 14Q: 3 clusters Score -4374530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -4374556.500000 Penalty: 5154.587402
	Iteration 15Q: 3 clusters Score -4374556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4374591.000000 Penalty: 5154.587402
	Iteration 16Q: 3 clusters Score -4374591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -4374620.500000 Penalty: 5154.587402
	Iteration 17Q: 3 clusters Score -4374620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4374644.000000 Penalty: 5154.587402
	Iteration 18Q: 3 clusters Score -4374644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -4374658.500000 Penalty: 5154.587402
	Iteration 19Q: 3 clusters Score -4374658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4374662.000000 Penalty: 5154.587402
	Iteration 20F: 3 clusters Score -4374662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4374667.500000 Penalty: 5154.587402
	Iteration 21Q: 3 clusters Score -4374668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4374672.000000 Penalty: 5154.587402
	Iteration 22Q: 3 clusters Score -4374672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4374675.500000 Penalty: 5154.587402
	Iteration 23Q: 3 clusters Score -4374676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -4374682.500000 Penalty: 5154.587402
	Iteration 24Q: 3 clusters Score -4374682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -4374682.500000 Penalty: 5154.587402
	Iteration 25F: 3 clusters Score -4374682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -858724.875000 Penalty: 2190.373047
	Iteration 0F: 2 clusters Score -858724.9 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 3418 members 
Entering Unmasked Estep 
Score: -853043.437500 Penalty: 4380.746094
	Iteration 0F: 3 clusters Score -853043.4 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -854497.437500 Penalty: 4380.746094
	Iteration 1F: 3 clusters Score -854497.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -854772.562500 Penalty: 4380.746094
	Iteration 2F: 3 clusters Score -854772.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -854930.062500 Penalty: 4380.746094
	Iteration 3F: 3 clusters Score -854930.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -855077.875000 Penalty: 4380.746094
	Iteration 4Q: 3 clusters Score -855077.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -855193.625000 Penalty: 4380.746094
	Iteration 5Q: 3 clusters Score -855193.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -855302.250000 Penalty: 4380.746094
	Iteration 6Q: 3 clusters Score -855302.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -855404.937500 Penalty: 4380.746094
	Iteration 7Q: 3 clusters Score -855404.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -855486.750000 Penalty: 4380.746094
	Iteration 8Q: 3 clusters Score -855486.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -855550.437500 Penalty: 4380.746094
	Iteration 9Q: 3 clusters Score -855550.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -855614.375000 Penalty: 4380.746094
	Iteration 10Q: 3 clusters Score -855614.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -855662.312500 Penalty: 4380.746094
	Iteration 11Q: 3 clusters Score -855662.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -855706.750000 Penalty: 4380.746094
	Iteration 12Q: 3 clusters Score -855706.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -855751.812500 Penalty: 4380.746094
	Iteration 13Q: 3 clusters Score -855751.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -855798.875000 Penalty: 4380.746094
	Iteration 14Q: 3 clusters Score -855798.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -855850.000000 Penalty: 4380.746094
	Iteration 15Q: 3 clusters Score -855850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -855911.000000 Penalty: 4380.746094
	Iteration 16Q: 3 clusters Score -855911 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -855971.187500 Penalty: 4380.746094
	Iteration 17Q: 3 clusters Score -855971.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -856024.437500 Penalty: 4380.746094
	Iteration 18Q: 3 clusters Score -856024.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -856070.625000 Penalty: 4380.746094
	Iteration 19Q: 3 clusters Score -856070.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -856105.937500 Penalty: 4380.746094
	Iteration 20F: 3 clusters Score -856105.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -856148.500000 Penalty: 4380.746094
	Iteration 21Q: 3 clusters Score -856148.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -856179.062500 Penalty: 4380.746094
	Iteration 22Q: 3 clusters Score -856179.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -856207.562500 Penalty: 4380.746094
	Iteration 23Q: 3 clusters Score -856207.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -856224.937500 Penalty: 4380.746094
	Iteration 24Q: 3 clusters Score -856224.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -856245.687500 Penalty: 4380.746094
	Iteration 25Q: 3 clusters Score -856245.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -856269.437500 Penalty: 4380.746094
	Iteration 26Q: 3 clusters Score -856269.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -856293.437500 Penalty: 4380.746094
	Iteration 27Q: 3 clusters Score -856293.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -856313.125000 Penalty: 4380.746094
	Iteration 28Q: 3 clusters Score -856313.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -856332.250000 Penalty: 4380.746094
	Iteration 29Q: 3 clusters Score -856332.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -856351.000000 Penalty: 4380.746094
	Iteration 30Q: 3 clusters Score -856351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -856372.000000 Penalty: 4380.746094
	Iteration 31Q: 3 clusters Score -856372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -856394.437500 Penalty: 4380.746094
	Iteration 32Q: 3 clusters Score -856394.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -856418.125000 Penalty: 4380.746094
	Iteration 33Q: 3 clusters Score -856418.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -856444.562500 Penalty: 4380.746094
	Iteration 34Q: 3 clusters Score -856444.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -856465.625000 Penalty: 4380.746094
	Iteration 35Q: 3 clusters Score -856465.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -856482.687500 Penalty: 4380.746094
	Iteration 36Q: 3 clusters Score -856482.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -856497.687500 Penalty: 4380.746094
	Iteration 37Q: 3 clusters Score -856497.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -856510.000000 Penalty: 4380.746094
	Iteration 38Q: 3 clusters Score -856510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -856521.125000 Penalty: 4380.746094
	Iteration 39Q: 3 clusters Score -856521.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -856533.375000 Penalty: 4380.746094
	Iteration 40F: 3 clusters Score -856533.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -856539.875000 Penalty: 4380.746094
	Iteration 41Q: 3 clusters Score -856539.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -856544.250000 Penalty: 4380.746094
	Iteration 42Q: 3 clusters Score -856544.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -856548.312500 Penalty: 4380.746094
	Iteration 43Q: 3 clusters Score -856548.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -856554.000000 Penalty: 4380.746094
	Iteration 44Q: 3 clusters Score -856554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -856559.875000 Penalty: 4380.746094
	Iteration 45Q: 3 clusters Score -856559.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -856563.687500 Penalty: 4380.746094
	Iteration 46Q: 3 clusters Score -856563.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -856568.250000 Penalty: 4380.746094
	Iteration 47Q: 3 clusters Score -856568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -856570.250000 Penalty: 4380.746094
	Iteration 48Q: 3 clusters Score -856570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -856572.937500 Penalty: 4380.746094
	Iteration 49Q: 3 clusters Score -856572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -856573.625000 Penalty: 4380.746094
	Iteration 50Q: 3 clusters Score -856573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -856575.875000 Penalty: 4380.746094
	Iteration 51Q: 3 clusters Score -856575.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -856574.187500 Penalty: 4380.746094
	Iteration 52Q: 3 clusters Score -856574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -856578.687500 Penalty: 4380.746094
	Iteration 53Q: 3 clusters Score -856578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -856579.875000 Penalty: 4380.746094
	Iteration 54Q: 3 clusters Score -856579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -856580.500000 Penalty: 4380.746094
	Iteration 55Q: 3 clusters Score -856580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -856580.125000 Penalty: 4380.746094
	Iteration 56Q: 3 clusters Score -856580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -856579.812500 Penalty: 4380.746094
	Iteration 57Q: 3 clusters Score -856579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -856581.812500 Penalty: 4380.746094
	Iteration 58Q: 3 clusters Score -856581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -856582.562500 Penalty: 4380.746094
	Iteration 59Q: 3 clusters Score -856582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -856584.937500 Penalty: 4380.746094
	Iteration 60F: 3 clusters Score -856584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -856586.125000 Penalty: 4380.746094
	Iteration 61Q: 3 clusters Score -856586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -856586.375000 Penalty: 4380.746094
	Iteration 62Q: 3 clusters Score -856586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -856588.625000 Penalty: 4380.746094
	Iteration 63Q: 3 clusters Score -856588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -856587.187500 Penalty: 4380.746094
	Iteration 64Q: 3 clusters Score -856587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -856588.437500 Penalty: 4380.746094
	Iteration 65Q: 3 clusters Score -856588.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -856588.437500 Penalty: 4380.746094
	Iteration 66F: 3 clusters Score -856588.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 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 336 members 
Entering Unmasked Estep 
Score: -70085.984375 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70085.98 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70563.289062 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70563.29 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70965.046875 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -70965.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71193.070312 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71193.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71269.554688 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -71269.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71313.539062 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71313.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71356.851562 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71356.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71423.320312 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71423.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71510.781250 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71510.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71578.695312 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -71578.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71613.890625 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -71613.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71656.437500 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -71656.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71706.937500 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -71706.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71813.078125 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -71813.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71886.906250 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -71886.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71936.984375 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -71936.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72011.046875 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -72011.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72160.375000 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -72160.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72234.609375 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -72234.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72234.609375 Penalty: 3232.031738
	Iteration 19F: 3 clusters Score -72234.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 211144 members 
Mstep: Class 4 contains 46634 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 188129 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 336 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 90320 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83274 members 
Mstep: Class 19 contains 191120 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 340 members 
Entering Unmasked Estep 
Score: -133215336.000000 Penalty: 92692.289062
Splitting cluster 13 changes total score from -133216584.000000 to -133215336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Entering Unmasked Estep 
Score: -4859736.500000 Penalty: 2624.034668
	Iteration 0F: 2 clusters Score -4859736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4832882.500000 Penalty: 5248.069336
	Iteration 0F: 3 clusters Score -4832882 nChanged 18099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4842725.500000 Penalty: 5248.069336
	Iteration 1F: 3 clusters Score -4842726 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4843432.000000 Penalty: 5248.069336
	Iteration 2Q: 3 clusters Score -4843432 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4844124.000000 Penalty: 5248.069336
	Iteration 3Q: 3 clusters Score -4844124 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4844980.000000 Penalty: 5248.069336
	Iteration 4Q: 3 clusters Score -4844980 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4846069.000000 Penalty: 5248.069336
	Iteration 5F: 3 clusters Score -4846069 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -4847453.000000 Penalty: 5248.069336
	Iteration 6F: 3 clusters Score -4847453 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -4849265.000000 Penalty: 5248.069336
	Iteration 7F: 3 clusters Score -4849265 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -4851303.000000 Penalty: 5248.069336
	Iteration 8F: 3 clusters Score -4851303 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4853124.000000 Penalty: 5248.069336
	Iteration 9F: 3 clusters Score -4853124 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -4854232.500000 Penalty: 5248.069336
	Iteration 10Q: 3 clusters Score -4854232 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -4854840.000000 Penalty: 5248.069336
	Iteration 11Q: 3 clusters Score -4854840 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4855181.000000 Penalty: 5248.069336
	Iteration 12Q: 3 clusters Score -4855181 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4855429.000000 Penalty: 5248.069336
	Iteration 13Q: 3 clusters Score -4855429 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -4855674.500000 Penalty: 5248.069336
	Iteration 14Q: 3 clusters Score -4855674 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4855864.000000 Penalty: 5248.069336
	Iteration 15Q: 3 clusters Score -4855864 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -4856050.000000 Penalty: 5248.069336
	Iteration 16Q: 3 clusters Score -4856050 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -4856233.500000 Penalty: 5248.069336
	Iteration 17Q: 3 clusters Score -4856234 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4856384.500000 Penalty: 5248.069336
	Iteration 18Q: 3 clusters Score -4856384 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4856544.000000 Penalty: 5248.069336
	Iteration 19Q: 3 clusters Score -4856544 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4856692.000000 Penalty: 5248.069336
	Iteration 20F: 3 clusters Score -4856692 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4856806.000000 Penalty: 5248.069336
	Iteration 21Q: 3 clusters Score -4856806 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4856946.500000 Penalty: 5248.069336
	Iteration 22Q: 3 clusters Score -4856946 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4857100.500000 Penalty: 5248.069336
	Iteration 23Q: 3 clusters Score -4857100 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4857233.500000 Penalty: 5248.069336
	Iteration 24Q: 3 clusters Score -4857234 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4857326.000000 Penalty: 5248.069336
	Iteration 25Q: 3 clusters Score -4857326 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4857401.500000 Penalty: 5248.069336
	Iteration 26Q: 3 clusters Score -4857402 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4857469.000000 Penalty: 5248.069336
	Iteration 27Q: 3 clusters Score -4857469 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4857511.500000 Penalty: 5248.069336
	Iteration 28Q: 3 clusters Score -4857512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4857554.500000 Penalty: 5248.069336
	Iteration 29Q: 3 clusters Score -4857554 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4857599.500000 Penalty: 5248.069336
	Iteration 30Q: 3 clusters Score -4857600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4857629.500000 Penalty: 5248.069336
	Iteration 31Q: 3 clusters Score -4857630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4857646.500000 Penalty: 5248.069336
	Iteration 32Q: 3 clusters Score -4857646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4857664.500000 Penalty: 5248.069336
	Iteration 33Q: 3 clusters Score -4857664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4857686.000000 Penalty: 5248.069336
	Iteration 34Q: 3 clusters Score -4857686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4857697.000000 Penalty: 5248.069336
	Iteration 35Q: 3 clusters Score -4857697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4857714.500000 Penalty: 5248.069336
	Iteration 36Q: 3 clusters Score -4857714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4857714.000000 Penalty: 5248.069336
	Iteration 37Q: 3 clusters Score -4857714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4857732.000000 Penalty: 5248.069336
	Iteration 38Q: 3 clusters Score -4857732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4857734.500000 Penalty: 5248.069336
	Iteration 39Q: 3 clusters Score -4857734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4857743.500000 Penalty: 5248.069336
	Iteration 40F: 3 clusters Score -4857744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4857742.000000 Penalty: 5248.069336
	Iteration 41Q: 3 clusters Score -4857742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4857745.000000 Penalty: 5248.069336
	Iteration 42Q: 3 clusters Score -4857745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4857750.000000 Penalty: 5248.069336
	Iteration 43Q: 3 clusters Score -4857750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4857738.500000 Penalty: 5248.069336
	Iteration 44Q: 3 clusters Score -4857738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4857746.500000 Penalty: 5248.069336
	Iteration 45Q: 3 clusters Score -4857746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4857756.000000 Penalty: 5248.069336
	Iteration 46Q: 3 clusters Score -4857756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4857752.000000 Penalty: 5248.069336
	Iteration 47Q: 3 clusters Score -4857752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4857748.000000 Penalty: 5248.069336
	Iteration 48Q: 3 clusters Score -4857748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4857746.000000 Penalty: 5248.069336
	Iteration 49Q: 3 clusters Score -4857746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4857757.000000 Penalty: 5248.069336
	Iteration 50Q: 3 clusters Score -4857757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4857762.000000 Penalty: 5248.069336
	Iteration 51Q: 3 clusters Score -4857762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4857768.500000 Penalty: 5248.069336
	Iteration 52Q: 3 clusters Score -4857768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4857761.500000 Penalty: 5248.069336
	Iteration 53Q: 3 clusters Score -4857762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4857761.500000 Penalty: 5248.069336
	Iteration 54Q: 3 clusters Score -4857762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4857765.000000 Penalty: 5248.069336
	Iteration 55Q: 3 clusters Score -4857765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4857766.000000 Penalty: 5248.069336
	Iteration 56Q: 3 clusters Score -4857766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4857764.500000 Penalty: 5248.069336
	Iteration 57Q: 3 clusters Score -4857764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4857762.500000 Penalty: 5248.069336
	Iteration 58Q: 3 clusters Score -4857762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4857764.000000 Penalty: 5248.069336
	Iteration 59Q: 3 clusters Score -4857764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4857761.500000 Penalty: 5248.069336
	Iteration 60F: 3 clusters Score -4857762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4857759.500000 Penalty: 5248.069336
	Iteration 61Q: 3 clusters Score -4857760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4857755.000000 Penalty: 5248.069336
	Iteration 62Q: 3 clusters Score -4857755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4857761.000000 Penalty: 5248.069336
	Iteration 63Q: 3 clusters Score -4857761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4857758.000000 Penalty: 5248.069336
	Iteration 64Q: 3 clusters Score -4857758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4857758.000000 Penalty: 5248.069336
	Iteration 65F: 3 clusters Score -4857758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Entering Unmasked Estep 
Score: -3498510.250000 Penalty: 2521.188477
	Iteration 0F: 2 clusters Score -3498510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3480522.000000 Penalty: 5042.376953
	Iteration 0F: 3 clusters Score -3480522 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3487093.250000 Penalty: 5042.376953
	Iteration 1F: 3 clusters Score -3487093 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3488004.500000 Penalty: 5042.376953
	Iteration 2F: 3 clusters Score -3488004 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3489122.250000 Penalty: 5042.376953
	Iteration 3F: 3 clusters Score -3489122 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3490469.250000 Penalty: 5042.376953
	Iteration 4F: 3 clusters Score -3490469 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3492061.750000 Penalty: 5042.376953
	Iteration 5F: 3 clusters Score -3492062 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3493772.750000 Penalty: 5042.376953
	Iteration 6F: 3 clusters Score -3493773 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3495288.750000 Penalty: 5042.376953
	Iteration 7F: 3 clusters Score -3495289 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3496381.250000 Penalty: 5042.376953
	Iteration 8F: 3 clusters Score -3496381 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3497086.250000 Penalty: 5042.376953
	Iteration 9Q: 3 clusters Score -3497086 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3497520.250000 Penalty: 5042.376953
	Iteration 10Q: 3 clusters Score -3497520 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3497774.750000 Penalty: 5042.376953
	Iteration 11Q: 3 clusters Score -3497775 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3497931.750000 Penalty: 5042.376953
	Iteration 12Q: 3 clusters Score -3497932 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3498027.500000 Penalty: 5042.376953
	Iteration 13Q: 3 clusters Score -3498028 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3498080.250000 Penalty: 5042.376953
	Iteration 14Q: 3 clusters Score -3498080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3498105.750000 Penalty: 5042.376953
	Iteration 15Q: 3 clusters Score -3498106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3498139.500000 Penalty: 5042.376953
	Iteration 16Q: 3 clusters Score -3498140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3498158.250000 Penalty: 5042.376953
	Iteration 17Q: 3 clusters Score -3498158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3498179.250000 Penalty: 5042.376953
	Iteration 18Q: 3 clusters Score -3498179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3498193.000000 Penalty: 5042.376953
	Iteration 19Q: 3 clusters Score -3498193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3498201.000000 Penalty: 5042.376953
	Iteration 20F: 3 clusters Score -3498201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3498196.750000 Penalty: 5042.376953
	Iteration 21Q: 3 clusters Score -3498197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3498208.000000 Penalty: 5042.376953
	Iteration 22Q: 3 clusters Score -3498208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3498213.500000 Penalty: 5042.376953
	Iteration 23Q: 3 clusters Score -3498214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3498215.000000 Penalty: 5042.376953
	Iteration 24Q: 3 clusters Score -3498215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3498215.250000 Penalty: 5042.376953
	Iteration 25Q: 3 clusters Score -3498215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3498223.750000 Penalty: 5042.376953
	Iteration 26Q: 3 clusters Score -3498224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3498220.500000 Penalty: 5042.376953
	Iteration 27Q: 3 clusters Score -3498220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3498224.750000 Penalty: 5042.376953
	Iteration 28Q: 3 clusters Score -3498225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3498224.750000 Penalty: 5042.376953
	Iteration 29Q: 3 clusters Score -3498225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3498223.500000 Penalty: 5042.376953
	Iteration 30Q: 3 clusters Score -3498224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3498230.250000 Penalty: 5042.376953
	Iteration 31Q: 3 clusters Score -3498230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3498231.000000 Penalty: 5042.376953
	Iteration 32Q: 3 clusters Score -3498231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3498229.250000 Penalty: 5042.376953
	Iteration 33Q: 3 clusters Score -3498229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3498229.000000 Penalty: 5042.376953
	Iteration 34Q: 3 clusters Score -3498229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3498226.250000 Penalty: 5042.376953
	Iteration 35Q: 3 clusters Score -3498226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3498226.250000 Penalty: 5042.376953
	Iteration 36F: 3 clusters Score -3498226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Entering Unmasked Estep 
Score: -12045832.000000 Penalty: 2829.956299
	Iteration 0F: 2 clusters Score -1.204583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -11985269.000000 Penalty: 5659.912598
	Iteration 0F: 3 clusters Score -1.198527e+07 nChanged 42763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -12009630.000000 Penalty: 5659.912598
	Iteration 1F: 3 clusters Score -1.200963e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -12010493.000000 Penalty: 5659.912598
	Iteration 2Q: 3 clusters Score -1.201049e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -12011644.000000 Penalty: 5659.912598
	Iteration 3Q: 3 clusters Score -1.201164e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -12013223.000000 Penalty: 5659.912598
	Iteration 4Q: 3 clusters Score -1.201322e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -12015190.000000 Penalty: 5659.912598
	Iteration 5Q: 3 clusters Score -1.201519e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -12018338.000000 Penalty: 5659.912598
	Iteration 6F: 3 clusters Score -1.201834e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -12022602.000000 Penalty: 5659.912598
	Iteration 7F: 3 clusters Score -1.20226e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -12028118.000000 Penalty: 5659.912598
	Iteration 8F: 3 clusters Score -1.202812e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -12033744.000000 Penalty: 5659.912598
	Iteration 9F: 3 clusters Score -1.203374e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -12038335.000000 Penalty: 5659.912598
	Iteration 10F: 3 clusters Score -1.203834e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -12041337.000000 Penalty: 5659.912598
	Iteration 11Q: 3 clusters Score -1.204134e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -12043061.000000 Penalty: 5659.912598
	Iteration 12Q: 3 clusters Score -1.204306e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87123 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -12043903.000000 Penalty: 5659.912598
	Iteration 13Q: 3 clusters Score -1.20439e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -12044369.000000 Penalty: 5659.912598
	Iteration 14Q: 3 clusters Score -1.204437e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -12044571.000000 Penalty: 5659.912598
	Iteration 15Q: 3 clusters Score -1.204457e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -12044720.000000 Penalty: 5659.912598
	Iteration 16Q: 3 clusters Score -1.204472e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -12044787.000000 Penalty: 5659.912598
	Iteration 17Q: 3 clusters Score -1.204479e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -12044860.000000 Penalty: 5659.912598
	Iteration 18Q: 3 clusters Score -1.204486e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -12044902.000000 Penalty: 5659.912598
	Iteration 19Q: 3 clusters Score -1.20449e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12044940.000000 Penalty: 5659.912598
	Iteration 20F: 3 clusters Score -1.204494e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -12044966.000000 Penalty: 5659.912598
	Iteration 21Q: 3 clusters Score -1.204497e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12044991.000000 Penalty: 5659.912598
	Iteration 22Q: 3 clusters Score -1.204499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12044983.000000 Penalty: 5659.912598
	Iteration 23Q: 3 clusters Score -1.204498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12045004.000000 Penalty: 5659.912598
	Iteration 24Q: 3 clusters Score -1.2045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12045011.000000 Penalty: 5659.912598
	Iteration 25Q: 3 clusters Score -1.204501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12045023.000000 Penalty: 5659.912598
	Iteration 26Q: 3 clusters Score -1.204502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -12045037.000000 Penalty: 5659.912598
	Iteration 27Q: 3 clusters Score -1.204504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12045038.000000 Penalty: 5659.912598
	Iteration 28Q: 3 clusters Score -1.204504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12045031.000000 Penalty: 5659.912598
	Iteration 29Q: 3 clusters Score -1.204503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12045019.000000 Penalty: 5659.912598
	Iteration 30Q: 3 clusters Score -1.204502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12045025.000000 Penalty: 5659.912598
	Iteration 31Q: 3 clusters Score -1.204502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12045020.000000 Penalty: 5659.912598
	Iteration 32Q: 3 clusters Score -1.204502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12045020.000000 Penalty: 5659.912598
	Iteration 33Q: 3 clusters Score -1.204502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12045020.000000 Penalty: 5659.912598
	Iteration 34F: 3 clusters Score -1.204502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 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 332 members 
Entering Unmasked Estep 
Score: -66253.804688 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66253.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66703.515625 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66703.52 nChanged 66
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: -67033.046875 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -67033.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67326.906250 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -67326.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67499.773438 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -67499.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67668.578125 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67668.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67911.203125 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -67911.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68084.992188 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -68084.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68146.609375 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -68146.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68158.757812 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -68158.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68165.453125 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -68165.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68165.453125 Penalty: 3193.125000
	Iteration 11F: 3 clusters Score -68165.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 211144 members 
Mstep: Class 4 contains 46634 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 188129 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 90320 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 83274 members 
Mstep: Class 19 contains 191120 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
Score: -133215232.000000 Penalty: 92692.289062
Splitting cluster 17 changes total score from -133216584.000000 to -133215232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (83274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83274 members 
Entering Unmasked Estep 
Score: -10874460.000000 Penalty: 2809.812988
	Iteration 0F: 2 clusters Score -1.087446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -10818920.000000 Penalty: 5619.625977
	Iteration 0F: 3 clusters Score -1.081892e+07 nChanged 39054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -10841230.000000 Penalty: 5619.625977
	Iteration 1F: 3 clusters Score -1.084123e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -10841889.000000 Penalty: 5619.625977
	Iteration 2Q: 3 clusters Score -1.084189e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -10842722.000000 Penalty: 5619.625977
	Iteration 3Q: 3 clusters Score -1.084272e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -10843618.000000 Penalty: 5619.625977
	Iteration 4Q: 3 clusters Score -1.084362e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -10844846.000000 Penalty: 5619.625977
	Iteration 5Q: 3 clusters Score -1.084485e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -10846370.000000 Penalty: 5619.625977
	Iteration 6Q: 3 clusters Score -1.084637e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -10848556.000000 Penalty: 5619.625977
	Iteration 7F: 3 clusters Score -1.084856e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -10851407.000000 Penalty: 5619.625977
	Iteration 8F: 3 clusters Score -1.085141e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -10854916.000000 Penalty: 5619.625977
	Iteration 9F: 3 clusters Score -1.085492e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -10858858.000000 Penalty: 5619.625977
	Iteration 10F: 3 clusters Score -1.085886e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -10862963.000000 Penalty: 5619.625977
	Iteration 11F: 3 clusters Score -1.086296e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -10866344.000000 Penalty: 5619.625977
	Iteration 12Q: 3 clusters Score -1.086634e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -10868683.000000 Penalty: 5619.625977
	Iteration 13Q: 3 clusters Score -1.086868e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -10869990.000000 Penalty: 5619.625977
	Iteration 14Q: 3 clusters Score -1.086999e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -10870717.000000 Penalty: 5619.625977
	Iteration 15Q: 3 clusters Score -1.087072e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -10871173.000000 Penalty: 5619.625977
	Iteration 16Q: 3 clusters Score -1.087117e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -10871426.000000 Penalty: 5619.625977
	Iteration 17Q: 3 clusters Score -1.087143e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -10871632.000000 Penalty: 5619.625977
	Iteration 18Q: 3 clusters Score -1.087163e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -10871802.000000 Penalty: 5619.625977
	Iteration 19Q: 3 clusters Score -1.08718e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -10871976.000000 Penalty: 5619.625977
	Iteration 20F: 3 clusters Score -1.087198e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -10872077.000000 Penalty: 5619.625977
	Iteration 21Q: 3 clusters Score -1.087208e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -10872140.000000 Penalty: 5619.625977
	Iteration 22Q: 3 clusters Score -1.087214e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -10872215.000000 Penalty: 5619.625977
	Iteration 23Q: 3 clusters Score -1.087222e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -10872266.000000 Penalty: 5619.625977
	Iteration 24Q: 3 clusters Score -1.087227e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -10872317.000000 Penalty: 5619.625977
	Iteration 25Q: 3 clusters Score -1.087232e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -10872353.000000 Penalty: 5619.625977
	Iteration 26Q: 3 clusters Score -1.087235e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10872351.000000 Penalty: 5619.625977
	Iteration 27Q: 3 clusters Score -1.087235e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10872378.000000 Penalty: 5619.625977
	Iteration 28Q: 3 clusters Score -1.087238e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -10872369.000000 Penalty: 5619.625977
	Iteration 29Q: 3 clusters Score -1.087237e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -10872391.000000 Penalty: 5619.625977
	Iteration 30Q: 3 clusters Score -1.087239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -10872400.000000 Penalty: 5619.625977
	Iteration 31Q: 3 clusters Score -1.08724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -10872428.000000 Penalty: 5619.625977
	Iteration 32Q: 3 clusters Score -1.087243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -10872434.000000 Penalty: 5619.625977
	Iteration 33Q: 3 clusters Score -1.087243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10872443.000000 Penalty: 5619.625977
	Iteration 34Q: 3 clusters Score -1.087244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10872435.000000 Penalty: 5619.625977
	Iteration 35Q: 3 clusters Score -1.087244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -10872456.000000 Penalty: 5619.625977
	Iteration 36Q: 3 clusters Score -1.087246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10872455.000000 Penalty: 5619.625977
	Iteration 37Q: 3 clusters Score -1.087246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10872459.000000 Penalty: 5619.625977
	Iteration 38Q: 3 clusters Score -1.087246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -10872461.000000 Penalty: 5619.625977
	Iteration 39Q: 3 clusters Score -1.087246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10872463.000000 Penalty: 5619.625977
	Iteration 40F: 3 clusters Score -1.087246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10872468.000000 Penalty: 5619.625977
	Iteration 41Q: 3 clusters Score -1.087247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10872473.000000 Penalty: 5619.625977
	Iteration 42Q: 3 clusters Score -1.087247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -10872485.000000 Penalty: 5619.625977
	Iteration 43Q: 3 clusters Score -1.087248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -10872484.000000 Penalty: 5619.625977
	Iteration 44Q: 3 clusters Score -1.087248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10872485.000000 Penalty: 5619.625977
	Iteration 45Q: 3 clusters Score -1.087248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10872493.000000 Penalty: 5619.625977
	Iteration 46Q: 3 clusters Score -1.087249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -10872473.000000 Penalty: 5619.625977
	Iteration 47Q: 3 clusters Score -1.087247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10872477.000000 Penalty: 5619.625977
	Iteration 48Q: 3 clusters Score -1.087248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10872473.000000 Penalty: 5619.625977
	Iteration 49Q: 3 clusters Score -1.087247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10872479.000000 Penalty: 5619.625977
	Iteration 50Q: 3 clusters Score -1.087248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10872479.000000 Penalty: 5619.625977
	Iteration 51Q: 3 clusters Score -1.087248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81435 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10872473.000000 Penalty: 5619.625977
	Iteration 52Q: 3 clusters Score -1.087247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -10872482.000000 Penalty: 5619.625977
	Iteration 53Q: 3 clusters Score -1.087248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10872480.000000 Penalty: 5619.625977
	Iteration 54Q: 3 clusters Score -1.087248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81448 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10872475.000000 Penalty: 5619.625977
	Iteration 55Q: 3 clusters Score -1.087248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -10872471.000000 Penalty: 5619.625977
	Iteration 56Q: 3 clusters Score -1.087247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -10872477.000000 Penalty: 5619.625977
	Iteration 57Q: 3 clusters Score -1.087248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -10872481.000000 Penalty: 5619.625977
	Iteration 58Q: 3 clusters Score -1.087248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10872486.000000 Penalty: 5619.625977
	Iteration 59Q: 3 clusters Score -1.087249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10872483.000000 Penalty: 5619.625977
	Iteration 60F: 3 clusters Score -1.087248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10872491.000000 Penalty: 5619.625977
	Iteration 61Q: 3 clusters Score -1.087249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10872483.000000 Penalty: 5619.625977
	Iteration 62Q: 3 clusters Score -1.087248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10872483.000000 Penalty: 5619.625977
	Iteration 63F: 3 clusters Score -1.087248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (191120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191120 members 
Entering Unmasked Estep 
Score: -25297332.000000 Penalty: 3015.843018
	Iteration 0F: 2 clusters Score -2.529733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -25189266.000000 Penalty: 6031.686035
	Iteration 0F: 3 clusters Score -2.518927e+07 nChanged 91812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -25242952.000000 Penalty: 6031.686035
	Iteration 1F: 3 clusters Score -2.524295e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -25244298.000000 Penalty: 6031.686035
	Iteration 2Q: 3 clusters Score -2.52443e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -25246230.000000 Penalty: 6031.686035
	Iteration 3Q: 3 clusters Score -2.524623e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -25250062.000000 Penalty: 6031.686035
	Iteration 4Q: 3 clusters Score -2.525006e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131253 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -25256148.000000 Penalty: 6031.686035
	Iteration 5F: 3 clusters Score -2.525615e+07 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145150 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -25265126.000000 Penalty: 6031.686035
	Iteration 6F: 3 clusters Score -2.526513e+07 nChanged 14653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159615 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -25276930.000000 Penalty: 6031.686035
	Iteration 7F: 3 clusters Score -2.527693e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -25286510.000000 Penalty: 6031.686035
	Iteration 8F: 3 clusters Score -2.528651e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181563 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -25291636.000000 Penalty: 6031.686035
	Iteration 9Q: 3 clusters Score -2.529164e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186649 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -25293666.000000 Penalty: 6031.686035
	Iteration 10Q: 3 clusters Score -2.529367e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189005 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -25294208.000000 Penalty: 6031.686035
	Iteration 11Q: 3 clusters Score -2.529421e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189982 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -25294376.000000 Penalty: 6031.686035
	Iteration 12Q: 3 clusters Score -2.529438e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190387 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -25294542.000000 Penalty: 6031.686035
	Iteration 13Q: 3 clusters Score -2.529454e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190560 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -25294692.000000 Penalty: 6031.686035
	Iteration 14Q: 3 clusters Score -2.529469e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190623 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -25294746.000000 Penalty: 6031.686035
	Iteration 15Q: 3 clusters Score -2.529475e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190662 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -25294736.000000 Penalty: 6031.686035
	Iteration 16Q: 3 clusters Score -2.529474e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190677 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -25294760.000000 Penalty: 6031.686035
	Iteration 17Q: 3 clusters Score -2.529476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190691 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -25294764.000000 Penalty: 6031.686035
	Iteration 18Q: 3 clusters Score -2.529476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190705 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -25294760.000000 Penalty: 6031.686035
	Iteration 19Q: 3 clusters Score -2.529476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190709 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25294776.000000 Penalty: 6031.686035
	Iteration 20F: 3 clusters Score -2.529478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190717 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -25294796.000000 Penalty: 6031.686035
	Iteration 21Q: 3 clusters Score -2.52948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190723 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25294824.000000 Penalty: 6031.686035
	Iteration 22Q: 3 clusters Score -2.529482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190723 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25294832.000000 Penalty: 6031.686035
	Iteration 23Q: 3 clusters Score -2.529483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190724 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -25294840.000000 Penalty: 6031.686035
	Iteration 24Q: 3 clusters Score -2.529484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190730 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -25294826.000000 Penalty: 6031.686035
	Iteration 25Q: 3 clusters Score -2.529483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190731 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25294838.000000 Penalty: 6031.686035
	Iteration 26Q: 3 clusters Score -2.529484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190731 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25294838.000000 Penalty: 6031.686035
	Iteration 27Q: 3 clusters Score -2.529484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190733 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -25294840.000000 Penalty: 6031.686035
	Iteration 28Q: 3 clusters Score -2.529484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190733 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -25294848.000000 Penalty: 6031.686035
	Iteration 29Q: 3 clusters Score -2.529485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25294862.000000 Penalty: 6031.686035
	Iteration 30Q: 3 clusters Score -2.529486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190735 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -25294866.000000 Penalty: 6031.686035
	Iteration 31Q: 3 clusters Score -2.529487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25294872.000000 Penalty: 6031.686035
	Iteration 32Q: 3 clusters Score -2.529487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190732 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25294864.000000 Penalty: 6031.686035
	Iteration 33Q: 3 clusters Score -2.529486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190732 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25294864.000000 Penalty: 6031.686035
	Iteration 34F: 3 clusters Score -2.529486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -194749.406250 Penalty: 1815.818726
	Iteration 0F: 2 clusters Score -194749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192442.593750 Penalty: 3631.637451
	Iteration 0F: 3 clusters Score -192442.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -192861.937500 Penalty: 3631.637451
	Iteration 1F: 3 clusters Score -192861.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -193005.781250 Penalty: 3631.637451
	Iteration 2F: 3 clusters Score -193005.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -193080.578125 Penalty: 3631.637451
	Iteration 3Q: 3 clusters Score -193080.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -193127.687500 Penalty: 3631.637451
	Iteration 4Q: 3 clusters Score -193127.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -193170.312500 Penalty: 3631.637451
	Iteration 5Q: 3 clusters Score -193170.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -193203.234375 Penalty: 3631.637451
	Iteration 6Q: 3 clusters Score -193203.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -193223.109375 Penalty: 3631.637451
	Iteration 7Q: 3 clusters Score -193223.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -193235.828125 Penalty: 3631.637451
	Iteration 8Q: 3 clusters Score -193235.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -193250.484375 Penalty: 3631.637451
	Iteration 9Q: 3 clusters Score -193250.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -193260.140625 Penalty: 3631.637451
	Iteration 10Q: 3 clusters Score -193260.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -193276.390625 Penalty: 3631.637451
	Iteration 11Q: 3 clusters Score -193276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193287.093750 Penalty: 3631.637451
	Iteration 12Q: 3 clusters Score -193287.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -193296.671875 Penalty: 3631.637451
	Iteration 13Q: 3 clusters Score -193296.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193306.984375 Penalty: 3631.637451
	Iteration 14Q: 3 clusters Score -193307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193313.375000 Penalty: 3631.637451
	Iteration 15Q: 3 clusters Score -193313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -193315.328125 Penalty: 3631.637451
	Iteration 16Q: 3 clusters Score -193315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193317.125000 Penalty: 3631.637451
	Iteration 17Q: 3 clusters Score -193317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -193317.765625 Penalty: 3631.637451
	Iteration 18Q: 3 clusters Score -193317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -193318.812500 Penalty: 3631.637451
	Iteration 19Q: 3 clusters Score -193318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -193319.265625 Penalty: 3631.637451
	Iteration 20F: 3 clusters Score -193319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -79652.390625 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -79652.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78021.234375 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -78021.23 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78803.156250 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -78803.16 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79563.632812 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -79563.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80169.226562 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -80169.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -80401.742188 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -80401.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -80506.976562 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -80506.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80535.734375 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -80535.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80545.984375 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -80545.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80545.984375 Penalty: 3290.778320
	Iteration 8F: 3 clusters Score -80545.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 211144 members 
Mstep: Class 4 contains 46634 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 188129 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 90320 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83274 members 
Mstep: Class 19 contains 191120 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 245 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 516 members 
Entering Unmasked Estep 
Score: -133216112.000000 Penalty: 92692.289062
Splitting cluster 21 changes total score from -133216584.000000 to -133216112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (37742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Entering Unmasked Estep 
Score: -5079269.000000 Penalty: 2613.555176
	Iteration 0F: 2 clusters Score -5079269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -5053554.000000 Penalty: 5227.110352
	Iteration 0F: 3 clusters Score -5053554 nChanged 17225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5062986.500000 Penalty: 5227.110352
	Iteration 1F: 3 clusters Score -5062986 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -5063712.000000 Penalty: 5227.110352
	Iteration 2Q: 3 clusters Score -5063712 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -5064614.500000 Penalty: 5227.110352
	Iteration 3F: 3 clusters Score -5064614 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -5065999.000000 Penalty: 5227.110352
	Iteration 4F: 3 clusters Score -5065999 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5068105.000000 Penalty: 5227.110352
	Iteration 5F: 3 clusters Score -5068105 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -5070855.500000 Penalty: 5227.110352
	Iteration 6F: 3 clusters Score -5070856 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -5073546.000000 Penalty: 5227.110352
	Iteration 7F: 3 clusters Score -5073546 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5075334.500000 Penalty: 5227.110352
	Iteration 8Q: 3 clusters Score -5075334 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5076192.000000 Penalty: 5227.110352
	Iteration 9Q: 3 clusters Score -5076192 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -5076595.000000 Penalty: 5227.110352
	Iteration 10Q: 3 clusters Score -5076595 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5076758.000000 Penalty: 5227.110352
	Iteration 11Q: 3 clusters Score -5076758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -5076837.000000 Penalty: 5227.110352
	Iteration 12Q: 3 clusters Score -5076837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -5076884.500000 Penalty: 5227.110352
	Iteration 13Q: 3 clusters Score -5076884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5076913.500000 Penalty: 5227.110352
	Iteration 14Q: 3 clusters Score -5076914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -5076941.500000 Penalty: 5227.110352
	Iteration 15Q: 3 clusters Score -5076942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -5076958.500000 Penalty: 5227.110352
	Iteration 16Q: 3 clusters Score -5076958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -5076967.500000 Penalty: 5227.110352
	Iteration 17Q: 3 clusters Score -5076968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -5076974.000000 Penalty: 5227.110352
	Iteration 18Q: 3 clusters Score -5076974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5076984.000000 Penalty: 5227.110352
	Iteration 19Q: 3 clusters Score -5076984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5076983.000000 Penalty: 5227.110352
	Iteration 20F: 3 clusters Score -5076983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -5076987.500000 Penalty: 5227.110352
	Iteration 21Q: 3 clusters Score -5076988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5076986.500000 Penalty: 5227.110352
	Iteration 22Q: 3 clusters Score -5076986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5076985.000000 Penalty: 5227.110352
	Iteration 23Q: 3 clusters Score -5076985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5076985.000000 Penalty: 5227.110352
	Iteration 24F: 3 clusters Score -5076985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -207983.046875 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -207983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -205578.640625 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -205578.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -206019.765625 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -206019.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -206168.953125 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -206169 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -206253.375000 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -206253.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -206339.796875 Penalty: 3671.010742
	Iteration 4Q: 3 clusters Score -206339.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -206427.968750 Penalty: 3671.010742
	Iteration 5Q: 3 clusters Score -206428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -206518.296875 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -206518.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -206650.171875 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -206650.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -206813.546875 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -206813.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -207019.359375 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -207019.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -207260.765625 Penalty: 3671.010742
	Iteration 10F: 3 clusters Score -207260.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -207489.125000 Penalty: 3671.010742
	Iteration 11F: 3 clusters Score -207489.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -207787.562500 Penalty: 3671.010742
	Iteration 12F: 3 clusters Score -207787.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -208419.828125 Penalty: 3671.010742
	Iteration 13F: 3 clusters Score -208419.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -208942.687500 Penalty: 3671.010742
	Iteration 14Q: 3 clusters Score -208942.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -209013.640625 Penalty: 3671.010742
	Iteration 15Q: 3 clusters Score -209013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -209019.562500 Penalty: 3671.010742
	Iteration 16Q: 3 clusters Score -209019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -209020.250000 Penalty: 3671.010742
	Iteration 17Q: 3 clusters Score -209020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -209020.250000 Penalty: 3671.010742
	Iteration 18F: 3 clusters Score -209020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 211144 members 
Mstep: Class 4 contains 46634 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 188129 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 90320 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83274 members 
Mstep: Class 19 contains 191120 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
Score: -133216296.000000 Penalty: 92692.289062
Splitting cluster 23 changes total score from -133216584.000000 to -133216296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (12592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Entering Unmasked Estep 
Score: -1656314.125000 Penalty: 2341.322510
	Iteration 0F: 2 clusters Score -1656314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1647063.250000 Penalty: 4682.645020
	Iteration 0F: 3 clusters Score -1647063 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1649827.250000 Penalty: 4682.645020
	Iteration 1F: 3 clusters Score -1649827 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1650104.625000 Penalty: 4682.645020
	Iteration 2F: 3 clusters Score -1650105 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1650347.375000 Penalty: 4682.645020
	Iteration 3Q: 3 clusters Score -1650347 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1650554.500000 Penalty: 4682.645020
	Iteration 4Q: 3 clusters Score -1650554 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1650756.125000 Penalty: 4682.645020
	Iteration 5Q: 3 clusters Score -1650756 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1650965.750000 Penalty: 4682.645020
	Iteration 6Q: 3 clusters Score -1650966 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1651180.875000 Penalty: 4682.645020
	Iteration 7Q: 3 clusters Score -1651181 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1651431.500000 Penalty: 4682.645020
	Iteration 8Q: 3 clusters Score -1651432 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1651770.750000 Penalty: 4682.645020
	Iteration 9Q: 3 clusters Score -1651771 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1652198.875000 Penalty: 4682.645020
	Iteration 10Q: 3 clusters Score -1652199 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1652686.500000 Penalty: 4682.645020
	Iteration 11Q: 3 clusters Score -1652686 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1653144.375000 Penalty: 4682.645020
	Iteration 12Q: 3 clusters Score -1653144 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1653512.500000 Penalty: 4682.645020
	Iteration 13Q: 3 clusters Score -1653512 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1653774.625000 Penalty: 4682.645020
	Iteration 14Q: 3 clusters Score -1653775 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1653930.875000 Penalty: 4682.645020
	Iteration 15Q: 3 clusters Score -1653931 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1654044.375000 Penalty: 4682.645020
	Iteration 16Q: 3 clusters Score -1654044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1654132.375000 Penalty: 4682.645020
	Iteration 17Q: 3 clusters Score -1654132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1654185.875000 Penalty: 4682.645020
	Iteration 18Q: 3 clusters Score -1654186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1654224.125000 Penalty: 4682.645020
	Iteration 19Q: 3 clusters Score -1654224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1654236.750000 Penalty: 4682.645020
	Iteration 20F: 3 clusters Score -1654237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1654248.375000 Penalty: 4682.645020
	Iteration 21Q: 3 clusters Score -1654248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1654265.125000 Penalty: 4682.645020
	Iteration 22Q: 3 clusters Score -1654265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1654279.750000 Penalty: 4682.645020
	Iteration 23Q: 3 clusters Score -1654280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1654297.625000 Penalty: 4682.645020
	Iteration 24Q: 3 clusters Score -1654298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1654307.125000 Penalty: 4682.645020
	Iteration 25Q: 3 clusters Score -1654307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1654311.375000 Penalty: 4682.645020
	Iteration 26Q: 3 clusters Score -1654311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1654318.125000 Penalty: 4682.645020
	Iteration 27Q: 3 clusters Score -1654318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1654318.125000 Penalty: 4682.645020
	Iteration 28F: 3 clusters Score -1654318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 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 365 members 
Entering Unmasked Estep 
Score: -74160.937500 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74160.94 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74626.140625 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74626.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74820.718750 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -74820.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74980.320312 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -74980.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75120.257812 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -75120.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75243.195312 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -75243.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75324.554688 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -75324.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75379.867188 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -75379.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75433.726562 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -75433.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75462.367188 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -75462.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75496.078125 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -75496.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75598.406250 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -75598.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75679.312500 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -75679.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75715.343750 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -75715.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75726.453125 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -75726.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75736.976562 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -75736.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75741.187500 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -75741.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75750.484375 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -75750.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75751.539062 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -75751.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75759.835938 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -75759.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75764.429688 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -75764.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75777.476562 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -75777.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75777.476562 Penalty: 3261.237549
	Iteration 22F: 3 clusters Score -75777.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 211144 members 
Mstep: Class 4 contains 46634 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 188129 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 90320 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83274 members 
Mstep: Class 19 contains 191120 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 338 members 
Entering Unmasked Estep 
Score: -133215048.000000 Penalty: 92692.289062
Splitting cluster 25 changes total score from -133216584.000000 to -133215048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Entering Unmasked Estep 
Score: -533809.750000 Penalty: 2069.496094
	Iteration 0F: 2 clusters Score -533809.8 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 2165 members 
Entering Unmasked Estep 
Score: -529775.375000 Penalty: 4138.992188
	Iteration 0F: 3 clusters Score -529775.4 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -530712.312500 Penalty: 4138.992188
	Iteration 1F: 3 clusters Score -530712.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -530946.250000 Penalty: 4138.992188
	Iteration 2F: 3 clusters Score -530946.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -531103.812500 Penalty: 4138.992188
	Iteration 3F: 3 clusters Score -531103.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -531225.375000 Penalty: 4138.992188
	Iteration 4Q: 3 clusters Score -531225.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -531314.500000 Penalty: 4138.992188
	Iteration 5Q: 3 clusters Score -531314.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -531396.437500 Penalty: 4138.992188
	Iteration 6Q: 3 clusters Score -531396.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -531485.937500 Penalty: 4138.992188
	Iteration 7Q: 3 clusters Score -531485.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -531580.437500 Penalty: 4138.992188
	Iteration 8Q: 3 clusters Score -531580.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -531690.875000 Penalty: 4138.992188
	Iteration 9Q: 3 clusters Score -531690.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -531799.500000 Penalty: 4138.992188
	Iteration 10Q: 3 clusters Score -531799.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -531912.750000 Penalty: 4138.992188
	Iteration 11Q: 3 clusters Score -531912.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -532057.500000 Penalty: 4138.992188
	Iteration 12Q: 3 clusters Score -532057.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -532263.687500 Penalty: 4138.992188
	Iteration 13Q: 3 clusters Score -532263.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -532460.187500 Penalty: 4138.992188
	Iteration 14Q: 3 clusters Score -532460.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -532633.062500 Penalty: 4138.992188
	Iteration 15Q: 3 clusters Score -532633.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -532815.187500 Penalty: 4138.992188
	Iteration 16Q: 3 clusters Score -532815.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -532944.937500 Penalty: 4138.992188
	Iteration 17Q: 3 clusters Score -532944.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -533188.500000 Penalty: 4138.992188
	Iteration 18Q: 3 clusters Score -533188.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -533327.125000 Penalty: 4138.992188
	Iteration 19Q: 3 clusters Score -533327.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -533409.187500 Penalty: 4138.992188
	Iteration 20F: 3 clusters Score -533409.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -533475.312500 Penalty: 4138.992188
	Iteration 21Q: 3 clusters Score -533475.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -533546.312500 Penalty: 4138.992188
	Iteration 22Q: 3 clusters Score -533546.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -533627.187500 Penalty: 4138.992188
	Iteration 23Q: 3 clusters Score -533627.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -533713.687500 Penalty: 4138.992188
	Iteration 24Q: 3 clusters Score -533713.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -533794.062500 Penalty: 4138.992188
	Iteration 25Q: 3 clusters Score -533794.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -533852.562500 Penalty: 4138.992188
	Iteration 26Q: 3 clusters Score -533852.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -533885.062500 Penalty: 4138.992188
	Iteration 27Q: 3 clusters Score -533885.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -533908.062500 Penalty: 4138.992188
	Iteration 28Q: 3 clusters Score -533908.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -533918.750000 Penalty: 4138.992188
	Iteration 29Q: 3 clusters Score -533918.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -533928.000000 Penalty: 4138.992188
	Iteration 30Q: 3 clusters Score -533928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -533936.750000 Penalty: 4138.992188
	Iteration 31Q: 3 clusters Score -533936.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -533939.562500 Penalty: 4138.992188
	Iteration 32Q: 3 clusters Score -533939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -533939.187500 Penalty: 4138.992188
	Iteration 33Q: 3 clusters Score -533939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -533939.187500 Penalty: 4138.992188
	Iteration 34F: 3 clusters Score -533939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 211144 members 
Mstep: Class 4 contains 46634 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 188129 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 90320 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83274 members 
Mstep: Class 19 contains 191120 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 2392 members 
Mstep: Class 27 contains 1816 members 
Entering Unmasked Estep 
Score: -133215408.000000 Penalty: 92692.289062
Splitting cluster 26 changes total score from -133216584.000000 to -133215408.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 211144 members 
Mstep: Class 4 contains 46634 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 188129 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 6851 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 90320 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83274 members 
Mstep: Class 19 contains 191120 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133216984.000000 Penalty: 89259.242188
Iteration 79Q: 27 clusters Score -1.33217e+08 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 211141 members 
Mstep: Class 4 contains 46684 members 
Mstep: Class 5 contains 1820 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 18759 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 188664 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 32980 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39372 members 
Mstep: Class 15 contains 25981 members 
Mstep: Class 16 contains 88949 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83605 members 
Mstep: Class 19 contains 191165 members 
Mstep: Class 20 contains 1511 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37748 members 
Mstep: Class 23 contains 1639 members 
Mstep: Class 24 contains 12578 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217240.000000 Penalty: 89259.242188
Iteration 80F: 27 clusters Score -1.332172e+08 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12183 members 
Mstep: Class 3 contains 211122 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 7 contains 18764 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 189264 members 
Mstep: Class 10 contains 12276 members 
Mstep: Class 11 contains 33321 members 
Mstep: Class 12 contains 6902 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39369 members 
Mstep: Class 15 contains 25972 members 
Mstep: Class 16 contains 87592 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83929 members 
Mstep: Class 19 contains 191207 members 
Mstep: Class 20 contains 1508 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37725 members 
Mstep: Class 23 contains 1636 members 
Mstep: Class 24 contains 12564 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217608.000000 Penalty: 89259.242188
Iteration 81Q: 27 clusters Score -1.332176e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 12254 members 
Mstep: Class 3 contains 211172 members 
Mstep: Class 4 contains 46843 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 18777 members 
Mstep: Class 8 contains 265 members 
Mstep: Class 9 contains 189739 members 
Mstep: Class 10 contains 12214 members 
Mstep: Class 11 contains 33665 members 
Mstep: Class 12 contains 6914 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39364 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 16 contains 86261 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84258 members 
Mstep: Class 19 contains 191257 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37710 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 12553 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217576.000000 Penalty: 89259.242188
Iteration 82Q: 27 clusters Score -1.332176e+08 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12329 members 
Mstep: Class 3 contains 211268 members 
Mstep: Class 4 contains 46937 members 
Mstep: Class 5 contains 1788 members 
Mstep: Class 6 contains 2986 members 
Mstep: Class 7 contains 18780 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 190203 members 
Mstep: Class 10 contains 12169 members 
Mstep: Class 11 contains 33991 members 
Mstep: Class 12 contains 6934 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39349 members 
Mstep: Class 15 contains 25950 members 
Mstep: Class 16 contains 84939 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84548 members 
Mstep: Class 19 contains 191280 members 
Mstep: Class 20 contains 1498 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37697 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 12559 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217240.000000 Penalty: 89259.242188
Iteration 83Q: 27 clusters Score -1.332172e+08 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 211336 members 
Mstep: Class 4 contains 47035 members 
Mstep: Class 5 contains 1782 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 18784 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 190696 members 
Mstep: Class 10 contains 12127 members 
Mstep: Class 11 contains 34310 members 
Mstep: Class 12 contains 6963 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39318 members 
Mstep: Class 15 contains 25937 members 
Mstep: Class 16 contains 83687 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84802 members 
Mstep: Class 19 contains 191287 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37685 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 12555 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217544.000000 Penalty: 89259.242188
Iteration 84Q: 27 clusters Score -1.332175e+08 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 12452 members 
Mstep: Class 3 contains 211457 members 
Mstep: Class 4 contains 47138 members 
Mstep: Class 5 contains 1774 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 18774 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 191181 members 
Mstep: Class 10 contains 12079 members 
Mstep: Class 11 contains 34620 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 15 contains 25909 members 
Mstep: Class 16 contains 82462 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84994 members 
Mstep: Class 19 contains 191306 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37673 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 12547 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217504.000000 Penalty: 89259.242188
Iteration 85Q: 27 clusters Score -1.332175e+08 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12500 members 
Mstep: Class 3 contains 211468 members 
Mstep: Class 4 contains 47245 members 
Mstep: Class 5 contains 1771 members 
Mstep: Class 6 contains 2961 members 
Mstep: Class 7 contains 18761 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 191637 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 34912 members 
Mstep: Class 12 contains 7012 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39313 members 
Mstep: Class 15 contains 25879 members 
Mstep: Class 16 contains 81405 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85198 members 
Mstep: Class 19 contains 191314 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37647 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 12552 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217296.000000 Penalty: 89259.242188
Iteration 86Q: 27 clusters Score -1.332173e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12563 members 
Mstep: Class 3 contains 211380 members 
Mstep: Class 4 contains 47376 members 
Mstep: Class 5 contains 1770 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 192131 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 35207 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39313 members 
Mstep: Class 15 contains 25856 members 
Mstep: Class 16 contains 80384 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85350 members 
Mstep: Class 19 contains 191332 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37629 members 
Mstep: Class 23 contains 1636 members 
Mstep: Class 24 contains 12553 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217192.000000 Penalty: 89259.242188
Iteration 87Q: 27 clusters Score -1.332172e+08 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12629 members 
Mstep: Class 3 contains 211316 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 1763 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 18739 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 192545 members 
Mstep: Class 10 contains 12003 members 
Mstep: Class 11 contains 35477 members 
Mstep: Class 12 contains 7065 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 25830 members 
Mstep: Class 16 contains 79459 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85495 members 
Mstep: Class 19 contains 191336 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37601 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 12544 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217136.000000 Penalty: 89259.242188
Iteration 88Q: 27 clusters Score -1.332171e+08 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12682 members 
Mstep: Class 3 contains 211258 members 
Mstep: Class 4 contains 47598 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 18734 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 192977 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 35710 members 
Mstep: Class 12 contains 7075 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39347 members 
Mstep: Class 15 contains 25814 members 
Mstep: Class 16 contains 78591 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85632 members 
Mstep: Class 19 contains 191341 members 
Mstep: Class 20 contains 1471 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37565 members 
Mstep: Class 23 contains 1639 members 
Mstep: Class 24 contains 12544 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217328.000000 Penalty: 89259.242188
Iteration 89Q: 27 clusters Score -1.332173e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12744 members 
Mstep: Class 3 contains 211160 members 
Mstep: Class 4 contains 47683 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 18722 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 193364 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 35938 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39369 members 
Mstep: Class 15 contains 25788 members 
Mstep: Class 16 contains 77811 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85778 members 
Mstep: Class 19 contains 191353 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37540 members 
Mstep: Class 23 contains 1640 members 
Mstep: Class 24 contains 12545 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217648.000000 Penalty: 89259.242188
Iteration 90Q: 27 clusters Score -1.332176e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 12806 members 
Mstep: Class 3 contains 211004 members 
Mstep: Class 4 contains 47796 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 18694 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 193711 members 
Mstep: Class 10 contains 11937 members 
Mstep: Class 11 contains 36154 members 
Mstep: Class 12 contains 7072 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25764 members 
Mstep: Class 16 contains 77140 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85931 members 
Mstep: Class 19 contains 191342 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37537 members 
Mstep: Class 23 contains 1641 members 
Mstep: Class 24 contains 12544 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217904.000000 Penalty: 89259.242188
Iteration 91Q: 27 clusters Score -1.332179e+08 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 210963 members 
Mstep: Class 4 contains 47886 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 7 contains 18663 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 193964 members 
Mstep: Class 10 contains 11914 members 
Mstep: Class 11 contains 36345 members 
Mstep: Class 12 contains 7071 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39407 members 
Mstep: Class 15 contains 25731 members 
Mstep: Class 16 contains 76511 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86063 members 
Mstep: Class 19 contains 191336 members 
Mstep: Class 20 contains 1455 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37530 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133217616.000000 Penalty: 89259.242188
Iteration 92Q: 27 clusters Score -1.332176e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 12964 members 
Mstep: Class 3 contains 210881 members 
Mstep: Class 4 contains 47979 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 2891 members 
Mstep: Class 7 contains 18649 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 194209 members 
Mstep: Class 10 contains 11890 members 
Mstep: Class 11 contains 36517 members 
Mstep: Class 12 contains 7069 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39412 members 
Mstep: Class 15 contains 25700 members 
Mstep: Class 16 contains 75938 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86174 members 
Mstep: Class 19 contains 191344 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37520 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 12544 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218056.000000 Penalty: 89259.242188
Iteration 93Q: 27 clusters Score -1.332181e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 13048 members 
Mstep: Class 3 contains 210859 members 
Mstep: Class 4 contains 48072 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 7 contains 18630 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 194374 members 
Mstep: Class 10 contains 11871 members 
Mstep: Class 11 contains 36678 members 
Mstep: Class 12 contains 7064 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39428 members 
Mstep: Class 15 contains 25676 members 
Mstep: Class 16 contains 75361 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86283 members 
Mstep: Class 19 contains 191346 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37520 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 12554 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218112.000000 Penalty: 89259.242188
Iteration 94Q: 27 clusters Score -1.332181e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 210856 members 
Mstep: Class 4 contains 48198 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 18616 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 194478 members 
Mstep: Class 10 contains 11850 members 
Mstep: Class 11 contains 36832 members 
Mstep: Class 12 contains 7063 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39434 members 
Mstep: Class 15 contains 25668 members 
Mstep: Class 16 contains 74794 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86395 members 
Mstep: Class 19 contains 191336 members 
Mstep: Class 20 contains 1438 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37525 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 12563 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218200.000000 Penalty: 89259.242188
Iteration 95Q: 27 clusters Score -1.332182e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13229 members 
Mstep: Class 3 contains 210838 members 
Mstep: Class 4 contains 48289 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 194570 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39429 members 
Mstep: Class 15 contains 25649 members 
Mstep: Class 16 contains 74292 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86509 members 
Mstep: Class 19 contains 191344 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37521 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 12559 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218208.000000 Penalty: 89259.242188
Iteration 96Q: 27 clusters Score -1.332182e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13318 members 
Mstep: Class 3 contains 210860 members 
Mstep: Class 4 contains 48388 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 18600 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 194646 members 
Mstep: Class 10 contains 11813 members 
Mstep: Class 11 contains 37151 members 
Mstep: Class 12 contains 7045 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39420 members 
Mstep: Class 15 contains 25647 members 
Mstep: Class 16 contains 73769 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86600 members 
Mstep: Class 19 contains 191355 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37523 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 12557 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218296.000000 Penalty: 89259.242188
Iteration 97Q: 27 clusters Score -1.332183e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 13410 members 
Mstep: Class 3 contains 210833 members 
Mstep: Class 4 contains 48489 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 7 contains 18595 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 194729 members 
Mstep: Class 10 contains 11792 members 
Mstep: Class 11 contains 37304 members 
Mstep: Class 12 contains 7041 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39413 members 
Mstep: Class 15 contains 25643 members 
Mstep: Class 16 contains 73269 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86675 members 
Mstep: Class 19 contains 191366 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37542 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 12558 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218312.000000 Penalty: 89259.242188
Iteration 98Q: 27 clusters Score -1.332183e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 13499 members 
Mstep: Class 3 contains 210805 members 
Mstep: Class 4 contains 48602 members 
Mstep: Class 5 contains 1725 members 
Mstep: Class 6 contains 2857 members 
Mstep: Class 7 contains 18590 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 194773 members 
Mstep: Class 10 contains 11768 members 
Mstep: Class 11 contains 37451 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39419 members 
Mstep: Class 15 contains 25638 members 
Mstep: Class 16 contains 72809 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86751 members 
Mstep: Class 19 contains 191363 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37563 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 12566 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218648.000000 Penalty: 89259.242188
Iteration 99Q: 27 clusters Score -1.332186e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13595 members 
Mstep: Class 3 contains 210712 members 
Mstep: Class 4 contains 48683 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 18576 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 194872 members 
Mstep: Class 10 contains 11751 members 
Mstep: Class 11 contains 37605 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39408 members 
Mstep: Class 15 contains 25636 members 
Mstep: Class 16 contains 72398 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86816 members 
Mstep: Class 19 contains 191375 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37582 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 12565 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218560.000000 Penalty: 89259.242188
Iteration 100F: 27 clusters Score -1.332186e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13683 members 
Mstep: Class 3 contains 210578 members 
Mstep: Class 4 contains 48756 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 18563 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 195032 members 
Mstep: Class 10 contains 11734 members 
Mstep: Class 11 contains 37759 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39397 members 
Mstep: Class 15 contains 25627 members 
Mstep: Class 16 contains 72010 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86858 members 
Mstep: Class 19 contains 191395 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37591 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 12571 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218920.000000 Penalty: 89259.242188
Iteration 101Q: 27 clusters Score -1.332189e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 210476 members 
Mstep: Class 4 contains 48845 members 
Mstep: Class 5 contains 1724 members 
Mstep: Class 6 contains 2855 members 
Mstep: Class 7 contains 18551 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 195157 members 
Mstep: Class 10 contains 11717 members 
Mstep: Class 11 contains 37895 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39387 members 
Mstep: Class 15 contains 25625 members 
Mstep: Class 16 contains 71653 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86883 members 
Mstep: Class 19 contains 191416 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37579 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 12564 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218824.000000 Penalty: 89259.242188
Iteration 102Q: 27 clusters Score -1.332188e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 13876 members 
Mstep: Class 3 contains 210362 members 
Mstep: Class 4 contains 48945 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 7 contains 18541 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 195243 members 
Mstep: Class 10 contains 11699 members 
Mstep: Class 11 contains 38069 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25623 members 
Mstep: Class 16 contains 71311 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86895 members 
Mstep: Class 19 contains 191432 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37576 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 12562 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218920.000000 Penalty: 89259.242188
Iteration 103Q: 27 clusters Score -1.332189e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 13969 members 
Mstep: Class 3 contains 210292 members 
Mstep: Class 4 contains 49029 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 18540 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 195309 members 
Mstep: Class 10 contains 11681 members 
Mstep: Class 11 contains 38229 members 
Mstep: Class 12 contains 7028 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39387 members 
Mstep: Class 15 contains 25617 members 
Mstep: Class 16 contains 70995 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86894 members 
Mstep: Class 19 contains 191443 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12560 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218808.000000 Penalty: 89259.242188
Iteration 104Q: 27 clusters Score -1.332188e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 14083 members 
Mstep: Class 3 contains 210199 members 
Mstep: Class 4 contains 49129 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 2843 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 195294 members 
Mstep: Class 10 contains 11666 members 
Mstep: Class 11 contains 38378 members 
Mstep: Class 12 contains 7028 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39393 members 
Mstep: Class 15 contains 25610 members 
Mstep: Class 16 contains 70729 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86910 members 
Mstep: Class 19 contains 191459 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37561 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12564 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218920.000000 Penalty: 89259.242188
Iteration 105Q: 27 clusters Score -1.332189e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 14188 members 
Mstep: Class 3 contains 210121 members 
Mstep: Class 4 contains 49220 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 18518 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 195328 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 38509 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39403 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 70460 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86931 members 
Mstep: Class 19 contains 191462 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37549 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12570 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219160.000000 Penalty: 89259.242188
Iteration 106Q: 27 clusters Score -1.332192e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 14288 members 
Mstep: Class 3 contains 210077 members 
Mstep: Class 4 contains 49274 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 2839 members 
Mstep: Class 7 contains 18505 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195343 members 
Mstep: Class 10 contains 11640 members 
Mstep: Class 11 contains 38629 members 
Mstep: Class 12 contains 7022 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39411 members 
Mstep: Class 15 contains 25574 members 
Mstep: Class 16 contains 70228 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86924 members 
Mstep: Class 19 contains 191480 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37542 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12569 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218864.000000 Penalty: 89259.242188
Iteration 107Q: 27 clusters Score -1.332189e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 14372 members 
Mstep: Class 3 contains 210066 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 18505 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195292 members 
Mstep: Class 10 contains 11629 members 
Mstep: Class 11 contains 38755 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39402 members 
Mstep: Class 15 contains 25559 members 
Mstep: Class 16 contains 70025 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86923 members 
Mstep: Class 19 contains 191485 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37542 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218880.000000 Penalty: 89259.242188
Iteration 108Q: 27 clusters Score -1.332189e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 14454 members 
Mstep: Class 3 contains 210046 members 
Mstep: Class 4 contains 49402 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 18500 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195256 members 
Mstep: Class 10 contains 11621 members 
Mstep: Class 11 contains 38853 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39406 members 
Mstep: Class 15 contains 25567 members 
Mstep: Class 16 contains 69835 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86911 members 
Mstep: Class 19 contains 191487 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37537 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12574 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218664.000000 Penalty: 89259.242188
Iteration 109Q: 27 clusters Score -1.332187e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 14535 members 
Mstep: Class 3 contains 209997 members 
Mstep: Class 4 contains 49471 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 18503 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195243 members 
Mstep: Class 10 contains 11615 members 
Mstep: Class 11 contains 38929 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39416 members 
Mstep: Class 15 contains 25573 members 
Mstep: Class 16 contains 69657 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86892 members 
Mstep: Class 19 contains 191491 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37529 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12575 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218888.000000 Penalty: 89259.242188
Iteration 110Q: 27 clusters Score -1.332189e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14605 members 
Mstep: Class 3 contains 209941 members 
Mstep: Class 4 contains 49513 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 18504 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195234 members 
Mstep: Class 10 contains 11611 members 
Mstep: Class 11 contains 38995 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39416 members 
Mstep: Class 15 contains 25576 members 
Mstep: Class 16 contains 69504 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86894 members 
Mstep: Class 19 contains 191503 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37525 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12575 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219280.000000 Penalty: 89259.242188
Iteration 111Q: 27 clusters Score -1.332193e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 14678 members 
Mstep: Class 3 contains 209849 members 
Mstep: Class 4 contains 49556 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 2827 members 
Mstep: Class 7 contains 18501 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195287 members 
Mstep: Class 10 contains 11605 members 
Mstep: Class 11 contains 39053 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39417 members 
Mstep: Class 15 contains 25569 members 
Mstep: Class 16 contains 69359 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86900 members 
Mstep: Class 19 contains 191508 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37509 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 12578 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219368.000000 Penalty: 89259.242188
Iteration 112Q: 27 clusters Score -1.332194e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 14758 members 
Mstep: Class 3 contains 209770 members 
Mstep: Class 4 contains 49606 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 18486 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195334 members 
Mstep: Class 10 contains 11601 members 
Mstep: Class 11 contains 39121 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39417 members 
Mstep: Class 15 contains 25570 members 
Mstep: Class 16 contains 69217 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86884 members 
Mstep: Class 19 contains 191514 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37492 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 12577 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219376.000000 Penalty: 89259.242188
Iteration 113Q: 27 clusters Score -1.332194e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14841 members 
Mstep: Class 3 contains 209638 members 
Mstep: Class 4 contains 49649 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 18481 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195391 members 
Mstep: Class 10 contains 11597 members 
Mstep: Class 11 contains 39189 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39413 members 
Mstep: Class 15 contains 25576 members 
Mstep: Class 16 contains 69100 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86880 members 
Mstep: Class 19 contains 191509 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37481 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 12579 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219504.000000 Penalty: 89259.242188
Iteration 114Q: 27 clusters Score -1.332195e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 14914 members 
Mstep: Class 3 contains 209497 members 
Mstep: Class 4 contains 49685 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 18469 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195493 members 
Mstep: Class 10 contains 11593 members 
Mstep: Class 11 contains 39253 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39408 members 
Mstep: Class 15 contains 25577 members 
Mstep: Class 16 contains 68978 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86883 members 
Mstep: Class 19 contains 191502 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37474 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12582 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219592.000000 Penalty: 89259.242188
Iteration 115Q: 27 clusters Score -1.332196e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 14977 members 
Mstep: Class 3 contains 209339 members 
Mstep: Class 4 contains 49740 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 18473 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195589 members 
Mstep: Class 10 contains 11587 members 
Mstep: Class 11 contains 39293 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39405 members 
Mstep: Class 15 contains 25571 members 
Mstep: Class 16 contains 68869 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86899 members 
Mstep: Class 19 contains 191512 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37467 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12581 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219368.000000 Penalty: 89259.242188
Iteration 116Q: 27 clusters Score -1.332194e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 209155 members 
Mstep: Class 4 contains 49774 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 18472 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 195737 members 
Mstep: Class 10 contains 11585 members 
Mstep: Class 11 contains 39340 members 
Mstep: Class 12 contains 7013 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39401 members 
Mstep: Class 15 contains 25559 members 
Mstep: Class 16 contains 68770 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86897 members 
Mstep: Class 19 contains 191517 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37461 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12583 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219336.000000 Penalty: 89259.242188
Iteration 117Q: 27 clusters Score -1.332193e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 15105 members 
Mstep: Class 3 contains 209001 members 
Mstep: Class 4 contains 49807 members 
Mstep: Class 5 contains 1708 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 18467 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195849 members 
Mstep: Class 10 contains 11582 members 
Mstep: Class 11 contains 39383 members 
Mstep: Class 12 contains 7012 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39395 members 
Mstep: Class 15 contains 25544 members 
Mstep: Class 16 contains 68667 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86888 members 
Mstep: Class 19 contains 191521 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 12584 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219384.000000 Penalty: 89259.242188
Iteration 118Q: 27 clusters Score -1.332194e+08 nChanged 1140
Entering ConstructFrom: 
Score: -133219384.000000 Penalty: 89259.242188
Entering ConstructFrom: 
Trying to split cluster 1 (4622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Entering Unmasked Estep 
Score: -587304.812500 Penalty: 2092.768555
	Iteration 0F: 2 clusters Score -587304.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -583032.750000 Penalty: 4185.537109
	Iteration 0F: 3 clusters Score -583032.8 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -584231.812500 Penalty: 4185.537109
	Iteration 1F: 3 clusters Score -584231.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -584573.312500 Penalty: 4185.537109
	Iteration 2F: 3 clusters Score -584573.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -584846.187500 Penalty: 4185.537109
	Iteration 3F: 3 clusters Score -584846.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -585092.875000 Penalty: 4185.537109
	Iteration 4F: 3 clusters Score -585092.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -585292.187500 Penalty: 4185.537109
	Iteration 5F: 3 clusters Score -585292.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -585464.312500 Penalty: 4185.537109
	Iteration 6F: 3 clusters Score -585464.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -585603.312500 Penalty: 4185.537109
	Iteration 7Q: 3 clusters Score -585603.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -585698.062500 Penalty: 4185.537109
	Iteration 8Q: 3 clusters Score -585698.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -585772.250000 Penalty: 4185.537109
	Iteration 9Q: 3 clusters Score -585772.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -585828.375000 Penalty: 4185.537109
	Iteration 10Q: 3 clusters Score -585828.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -585873.937500 Penalty: 4185.537109
	Iteration 11Q: 3 clusters Score -585873.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -585910.437500 Penalty: 4185.537109
	Iteration 12Q: 3 clusters Score -585910.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -585929.562500 Penalty: 4185.537109
	Iteration 13Q: 3 clusters Score -585929.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -585944.312500 Penalty: 4185.537109
	Iteration 14Q: 3 clusters Score -585944.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -585961.187500 Penalty: 4185.537109
	Iteration 15Q: 3 clusters Score -585961.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -585974.000000 Penalty: 4185.537109
	Iteration 16Q: 3 clusters Score -585974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -585982.562500 Penalty: 4185.537109
	Iteration 17Q: 3 clusters Score -585982.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -585987.937500 Penalty: 4185.537109
	Iteration 18Q: 3 clusters Score -585987.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -585995.437500 Penalty: 4185.537109
	Iteration 19Q: 3 clusters Score -585995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -586000.062500 Penalty: 4185.537109
	Iteration 20F: 3 clusters Score -586000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -586003.312500 Penalty: 4185.537109
	Iteration 21Q: 3 clusters Score -586003.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -586006.687500 Penalty: 4185.537109
	Iteration 22Q: 3 clusters Score -586006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -586010.312500 Penalty: 4185.537109
	Iteration 23Q: 3 clusters Score -586010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -586011.375000 Penalty: 4185.537109
	Iteration 24Q: 3 clusters Score -586011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -586014.687500 Penalty: 4185.537109
	Iteration 25Q: 3 clusters Score -586014.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -586018.687500 Penalty: 4185.537109
	Iteration 26Q: 3 clusters Score -586018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -586021.125000 Penalty: 4185.537109
	Iteration 27Q: 3 clusters Score -586021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -586023.250000 Penalty: 4185.537109
	Iteration 28Q: 3 clusters Score -586023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -586023.500000 Penalty: 4185.537109
	Iteration 29Q: 3 clusters Score -586023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -586025.000000 Penalty: 4185.537109
	Iteration 30Q: 3 clusters Score -586025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -586026.937500 Penalty: 4185.537109
	Iteration 31Q: 3 clusters Score -586026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -586028.562500 Penalty: 4185.537109
	Iteration 32Q: 3 clusters Score -586028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -586029.437500 Penalty: 4185.537109
	Iteration 33Q: 3 clusters Score -586029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -586028.750000 Penalty: 4185.537109
	Iteration 34Q: 3 clusters Score -586028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -586028.750000 Penalty: 4185.537109
	Iteration 35F: 3 clusters Score -586028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Entering Unmasked Estep 
Score: -2037808.250000 Penalty: 2387.432861
	Iteration 0F: 2 clusters Score -2037808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2026864.875000 Penalty: 4774.865723
	Iteration 0F: 3 clusters Score -2026865 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2030409.625000 Penalty: 4774.865723
	Iteration 1F: 3 clusters Score -2030410 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2031213.000000 Penalty: 4774.865723
	Iteration 2F: 3 clusters Score -2031213 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2032408.250000 Penalty: 4774.865723
	Iteration 3F: 3 clusters Score -2032408 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2033827.750000 Penalty: 4774.865723
	Iteration 4F: 3 clusters Score -2033828 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2035121.125000 Penalty: 4774.865723
	Iteration 5F: 3 clusters Score -2035121 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2036030.125000 Penalty: 4774.865723
	Iteration 6F: 3 clusters Score -2036030 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2036618.500000 Penalty: 4774.865723
	Iteration 7F: 3 clusters Score -2036618 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2036988.500000 Penalty: 4774.865723
	Iteration 8Q: 3 clusters Score -2036988 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2037267.625000 Penalty: 4774.865723
	Iteration 9Q: 3 clusters Score -2037268 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2037459.375000 Penalty: 4774.865723
	Iteration 10Q: 3 clusters Score -2037459 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2037566.500000 Penalty: 4774.865723
	Iteration 11Q: 3 clusters Score -2037566 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2037631.625000 Penalty: 4774.865723
	Iteration 12Q: 3 clusters Score -2037632 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2037692.500000 Penalty: 4774.865723
	Iteration 13Q: 3 clusters Score -2037692 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2037737.375000 Penalty: 4774.865723
	Iteration 14Q: 3 clusters Score -2037737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2037770.875000 Penalty: 4774.865723
	Iteration 15Q: 3 clusters Score -2037771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2037793.125000 Penalty: 4774.865723
	Iteration 16Q: 3 clusters Score -2037793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2037811.500000 Penalty: 4774.865723
	Iteration 17Q: 3 clusters Score -2037812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2037826.000000 Penalty: 4774.865723
	Iteration 18Q: 3 clusters Score -2037826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2037843.375000 Penalty: 4774.865723
	Iteration 19Q: 3 clusters Score -2037843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2037856.250000 Penalty: 4774.865723
	Iteration 20F: 3 clusters Score -2037856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2037875.125000 Penalty: 4774.865723
	Iteration 21Q: 3 clusters Score -2037875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2037884.250000 Penalty: 4774.865723
	Iteration 22Q: 3 clusters Score -2037884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2037893.750000 Penalty: 4774.865723
	Iteration 23Q: 3 clusters Score -2037894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2037895.750000 Penalty: 4774.865723
	Iteration 24Q: 3 clusters Score -2037896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2037899.000000 Penalty: 4774.865723
	Iteration 25Q: 3 clusters Score -2037899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2037908.250000 Penalty: 4774.865723
	Iteration 26Q: 3 clusters Score -2037908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2037909.500000 Penalty: 4774.865723
	Iteration 27Q: 3 clusters Score -2037910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2037912.750000 Penalty: 4774.865723
	Iteration 28Q: 3 clusters Score -2037913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2037916.125000 Penalty: 4774.865723
	Iteration 29Q: 3 clusters Score -2037916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2037917.625000 Penalty: 4774.865723
	Iteration 30Q: 3 clusters Score -2037918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2037917.250000 Penalty: 4774.865723
	Iteration 31Q: 3 clusters Score -2037917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2037916.500000 Penalty: 4774.865723
	Iteration 32Q: 3 clusters Score -2037916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2037920.250000 Penalty: 4774.865723
	Iteration 33Q: 3 clusters Score -2037920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2037917.750000 Penalty: 4774.865723
	Iteration 34Q: 3 clusters Score -2037918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2037917.750000 Penalty: 4774.865723
	Iteration 35F: 3 clusters Score -2037918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 208859 members 
Mstep: Class 4 contains 49846 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195959 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25532 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86865 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 13983 members 
Entering Unmasked Estep 
Score: -133218136.000000 Penalty: 92692.289062
Splitting cluster 2 changes total score from -133219384.000000 to -133218136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (208859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208859 members 
Entering Unmasked Estep 
Score: -27723884.000000 Penalty: 3037.854736
	Iteration 0F: 2 clusters Score -2.772388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -27592682.000000 Penalty: 6075.709473
	Iteration 0F: 3 clusters Score -2.759268e+07 nChanged 100646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105258 members 
Mstep: Class 2 contains 103601 members 
Entering Unmasked Estep 
Score: -27651302.000000 Penalty: 6075.709473
	Iteration 1F: 3 clusters Score -2.76513e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105739 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -27652584.000000 Penalty: 6075.709473
	Iteration 2Q: 3 clusters Score -2.765258e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -27654066.000000 Penalty: 6075.709473
	Iteration 3Q: 3 clusters Score -2.765407e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 101765 members 
Entering Unmasked Estep 
Score: -27655696.000000 Penalty: 6075.709473
	Iteration 4Q: 3 clusters Score -2.76557e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108055 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -27658118.000000 Penalty: 6075.709473
	Iteration 5Q: 3 clusters Score -2.765812e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -27661058.000000 Penalty: 6075.709473
	Iteration 6Q: 3 clusters Score -2.766106e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -27665412.000000 Penalty: 6075.709473
	Iteration 7Q: 3 clusters Score -2.766541e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -27671384.000000 Penalty: 6075.709473
	Iteration 8F: 3 clusters Score -2.767138e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 94469 members 
Entering Unmasked Estep 
Score: -27679408.000000 Penalty: 6075.709473
	Iteration 9F: 3 clusters Score -2.767941e+07 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115612 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -27688806.000000 Penalty: 6075.709473
	Iteration 10F: 3 clusters Score -2.768881e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116276 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -27696438.000000 Penalty: 6075.709473
	Iteration 11F: 3 clusters Score -2.769644e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116650 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -27699528.000000 Penalty: 6075.709473
	Iteration 12Q: 3 clusters Score -2.769953e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 91887 members 
Entering Unmasked Estep 
Score: -27700428.000000 Penalty: 6075.709473
	Iteration 13Q: 3 clusters Score -2.770043e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -27700942.000000 Penalty: 6075.709473
	Iteration 14Q: 3 clusters Score -2.770094e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -27701292.000000 Penalty: 6075.709473
	Iteration 15Q: 3 clusters Score -2.770129e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118203 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -27701652.000000 Penalty: 6075.709473
	Iteration 16Q: 3 clusters Score -2.770165e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118697 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -27701774.000000 Penalty: 6075.709473
	Iteration 17Q: 3 clusters Score -2.770177e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -27702096.000000 Penalty: 6075.709473
	Iteration 18Q: 3 clusters Score -2.77021e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119757 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -27702280.000000 Penalty: 6075.709473
	Iteration 19Q: 3 clusters Score -2.770228e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120285 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -27702450.000000 Penalty: 6075.709473
	Iteration 20F: 3 clusters Score -2.770245e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120785 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -27702544.000000 Penalty: 6075.709473
	Iteration 21Q: 3 clusters Score -2.770254e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121268 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -27702862.000000 Penalty: 6075.709473
	Iteration 22Q: 3 clusters Score -2.770286e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -27703054.000000 Penalty: 6075.709473
	Iteration 23Q: 3 clusters Score -2.770305e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122277 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -27703238.000000 Penalty: 6075.709473
	Iteration 24Q: 3 clusters Score -2.770324e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -27703296.000000 Penalty: 6075.709473
	Iteration 25Q: 3 clusters Score -2.77033e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123532 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
Score: -27703396.000000 Penalty: 6075.709473
	Iteration 26Q: 3 clusters Score -2.77034e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124276 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -27703494.000000 Penalty: 6075.709473
	Iteration 27Q: 3 clusters Score -2.770349e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125042 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -27703716.000000 Penalty: 6075.709473
	Iteration 28Q: 3 clusters Score -2.770372e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125873 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -27703800.000000 Penalty: 6075.709473
	Iteration 29Q: 3 clusters Score -2.77038e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -27703942.000000 Penalty: 6075.709473
	Iteration 30Q: 3 clusters Score -2.770394e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127746 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -27704042.000000 Penalty: 6075.709473
	Iteration 31Q: 3 clusters Score -2.770404e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128811 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -27704164.000000 Penalty: 6075.709473
	Iteration 32Q: 3 clusters Score -2.770416e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129856 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -27704290.000000 Penalty: 6075.709473
	Iteration 33Q: 3 clusters Score -2.770429e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130988 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -27704418.000000 Penalty: 6075.709473
	Iteration 34Q: 3 clusters Score -2.770442e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132268 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -27704610.000000 Penalty: 6075.709473
	Iteration 35Q: 3 clusters Score -2.770461e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133607 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -27704782.000000 Penalty: 6075.709473
	Iteration 36Q: 3 clusters Score -2.770478e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135022 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -27704948.000000 Penalty: 6075.709473
	Iteration 37Q: 3 clusters Score -2.770495e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136583 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -27705256.000000 Penalty: 6075.709473
	Iteration 38Q: 3 clusters Score -2.770526e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138200 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -27705480.000000 Penalty: 6075.709473
	Iteration 39Q: 3 clusters Score -2.770548e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139943 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -27705784.000000 Penalty: 6075.709473
	Iteration 40F: 3 clusters Score -2.770578e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141771 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -27706088.000000 Penalty: 6075.709473
	Iteration 41Q: 3 clusters Score -2.770609e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143699 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -27706416.000000 Penalty: 6075.709473
	Iteration 42Q: 3 clusters Score -2.770642e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145679 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -27706968.000000 Penalty: 6075.709473
	Iteration 43Q: 3 clusters Score -2.770697e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147764 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -27707382.000000 Penalty: 6075.709473
	Iteration 44Q: 3 clusters Score -2.770738e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149945 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -27707680.000000 Penalty: 6075.709473
	Iteration 45Q: 3 clusters Score -2.770768e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152315 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -27708206.000000 Penalty: 6075.709473
	Iteration 46Q: 3 clusters Score -2.770821e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -27708812.000000 Penalty: 6075.709473
	Iteration 47Q: 3 clusters Score -2.770881e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -27709318.000000 Penalty: 6075.709473
	Iteration 48Q: 3 clusters Score -2.770932e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160220 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -27709940.000000 Penalty: 6075.709473
	Iteration 49Q: 3 clusters Score -2.770994e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163081 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -27710780.000000 Penalty: 6075.709473
	Iteration 50Q: 3 clusters Score -2.771078e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -27711438.000000 Penalty: 6075.709473
	Iteration 51Q: 3 clusters Score -2.771144e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168816 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -27712062.000000 Penalty: 6075.709473
	Iteration 52Q: 3 clusters Score -2.771206e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171678 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -27712794.000000 Penalty: 6075.709473
	Iteration 53Q: 3 clusters Score -2.771279e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174536 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -27713450.000000 Penalty: 6075.709473
	Iteration 54Q: 3 clusters Score -2.771345e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177275 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -27713906.000000 Penalty: 6075.709473
	Iteration 55Q: 3 clusters Score -2.771391e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180008 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -27714598.000000 Penalty: 6075.709473
	Iteration 56Q: 3 clusters Score -2.77146e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -27715248.000000 Penalty: 6075.709473
	Iteration 57Q: 3 clusters Score -2.771525e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185207 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -27716046.000000 Penalty: 6075.709473
	Iteration 58Q: 3 clusters Score -2.771605e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187642 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -27716582.000000 Penalty: 6075.709473
	Iteration 59Q: 3 clusters Score -2.771658e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189915 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -27717058.000000 Penalty: 6075.709473
	Iteration 60F: 3 clusters Score -2.771706e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192102 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -27717476.000000 Penalty: 6075.709473
	Iteration 61Q: 3 clusters Score -2.771748e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194007 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -27717794.000000 Penalty: 6075.709473
	Iteration 62Q: 3 clusters Score -2.771779e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195721 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -27718130.000000 Penalty: 6075.709473
	Iteration 63Q: 3 clusters Score -2.771813e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197278 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -27718432.000000 Penalty: 6075.709473
	Iteration 64Q: 3 clusters Score -2.771843e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198626 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -27718768.000000 Penalty: 6075.709473
	Iteration 65Q: 3 clusters Score -2.771877e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199817 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -27719004.000000 Penalty: 6075.709473
	Iteration 66Q: 3 clusters Score -2.7719e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200881 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -27719322.000000 Penalty: 6075.709473
	Iteration 67Q: 3 clusters Score -2.771932e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201805 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -27719544.000000 Penalty: 6075.709473
	Iteration 68Q: 3 clusters Score -2.771954e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202580 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -27719752.000000 Penalty: 6075.709473
	Iteration 69Q: 3 clusters Score -2.771975e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203270 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -27720058.000000 Penalty: 6075.709473
	Iteration 70Q: 3 clusters Score -2.772006e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203872 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -27720270.000000 Penalty: 6075.709473
	Iteration 71Q: 3 clusters Score -2.772027e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204407 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -27720386.000000 Penalty: 6075.709473
	Iteration 72Q: 3 clusters Score -2.772039e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204843 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -27720500.000000 Penalty: 6075.709473
	Iteration 73Q: 3 clusters Score -2.77205e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205200 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -27720628.000000 Penalty: 6075.709473
	Iteration 74Q: 3 clusters Score -2.772063e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205504 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -27720670.000000 Penalty: 6075.709473
	Iteration 75Q: 3 clusters Score -2.772067e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205756 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -27720702.000000 Penalty: 6075.709473
	Iteration 76Q: 3 clusters Score -2.77207e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205982 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -27720760.000000 Penalty: 6075.709473
	Iteration 77Q: 3 clusters Score -2.772076e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206173 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -27720880.000000 Penalty: 6075.709473
	Iteration 78Q: 3 clusters Score -2.772088e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206347 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -27720950.000000 Penalty: 6075.709473
	Iteration 79Q: 3 clusters Score -2.772095e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206493 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -27721012.000000 Penalty: 6075.709473
	Iteration 80F: 3 clusters Score -2.772101e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206630 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -27721050.000000 Penalty: 6075.709473
	Iteration 81Q: 3 clusters Score -2.772105e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206737 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -27721118.000000 Penalty: 6075.709473
	Iteration 82Q: 3 clusters Score -2.772112e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206807 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -27721138.000000 Penalty: 6075.709473
	Iteration 83Q: 3 clusters Score -2.772114e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206866 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -27721172.000000 Penalty: 6075.709473
	Iteration 84Q: 3 clusters Score -2.772117e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206926 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -27721184.000000 Penalty: 6075.709473
	Iteration 85Q: 3 clusters Score -2.772118e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206983 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -27721244.000000 Penalty: 6075.709473
	Iteration 86Q: 3 clusters Score -2.772124e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207037 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -27721294.000000 Penalty: 6075.709473
	Iteration 87Q: 3 clusters Score -2.772129e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207093 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -27721296.000000 Penalty: 6075.709473
	Iteration 88Q: 3 clusters Score -2.77213e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207153 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -27721336.000000 Penalty: 6075.709473
	Iteration 89Q: 3 clusters Score -2.772134e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207198 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -27721320.000000 Penalty: 6075.709473
	Iteration 90Q: 3 clusters Score -2.772132e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207236 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -27721322.000000 Penalty: 6075.709473
	Iteration 91Q: 3 clusters Score -2.772132e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207266 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -27721324.000000 Penalty: 6075.709473
	Iteration 92Q: 3 clusters Score -2.772132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207291 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -27721352.000000 Penalty: 6075.709473
	Iteration 93Q: 3 clusters Score -2.772135e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207309 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -27721342.000000 Penalty: 6075.709473
	Iteration 94Q: 3 clusters Score -2.772134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207333 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -27721366.000000 Penalty: 6075.709473
	Iteration 95Q: 3 clusters Score -2.772137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207358 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -27721366.000000 Penalty: 6075.709473
	Iteration 96Q: 3 clusters Score -2.772137e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207377 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -27721366.000000 Penalty: 6075.709473
	Iteration 97Q: 3 clusters Score -2.772137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207392 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -27721344.000000 Penalty: 6075.709473
	Iteration 98Q: 3 clusters Score -2.772134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207409 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -27721354.000000 Penalty: 6075.709473
	Iteration 99Q: 3 clusters Score -2.772135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207431 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -27721378.000000 Penalty: 6075.709473
	Iteration 100F: 3 clusters Score -2.772138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207443 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -27721398.000000 Penalty: 6075.709473
	Iteration 101Q: 3 clusters Score -2.77214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207451 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -27721372.000000 Penalty: 6075.709473
	Iteration 102Q: 3 clusters Score -2.772137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207463 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -27721366.000000 Penalty: 6075.709473
	Iteration 103Q: 3 clusters Score -2.772137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207473 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -27721360.000000 Penalty: 6075.709473
	Iteration 104Q: 3 clusters Score -2.772136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207477 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -27721388.000000 Penalty: 6075.709473
	Iteration 105Q: 3 clusters Score -2.772139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207484 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -27721402.000000 Penalty: 6075.709473
	Iteration 106Q: 3 clusters Score -2.77214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207492 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -27721408.000000 Penalty: 6075.709473
	Iteration 107Q: 3 clusters Score -2.772141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207498 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -27721398.000000 Penalty: 6075.709473
	Iteration 108Q: 3 clusters Score -2.77214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207498 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -27721406.000000 Penalty: 6075.709473
	Iteration 109Q: 3 clusters Score -2.772141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207495 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -27721412.000000 Penalty: 6075.709473
	Iteration 110Q: 3 clusters Score -2.772141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207499 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -27721384.000000 Penalty: 6075.709473
	Iteration 111Q: 3 clusters Score -2.772138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207505 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -27721394.000000 Penalty: 6075.709473
	Iteration 112Q: 3 clusters Score -2.772139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207510 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -27721404.000000 Penalty: 6075.709473
	Iteration 113Q: 3 clusters Score -2.77214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207516 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -27721396.000000 Penalty: 6075.709473
	Iteration 114Q: 3 clusters Score -2.77214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207518 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -27721394.000000 Penalty: 6075.709473
	Iteration 115Q: 3 clusters Score -2.772139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207524 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -27721410.000000 Penalty: 6075.709473
	Iteration 116Q: 3 clusters Score -2.772141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207527 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -27721404.000000 Penalty: 6075.709473
	Iteration 117Q: 3 clusters Score -2.77214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207527 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -27721430.000000 Penalty: 6075.709473
	Iteration 118Q: 3 clusters Score -2.772143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207528 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -27721418.000000 Penalty: 6075.709473
	Iteration 119Q: 3 clusters Score -2.772142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207528 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -27721418.000000 Penalty: 6075.709473
	Iteration 120F: 3 clusters Score -2.772142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Entering Unmasked Estep 
Score: -6482096.000000 Penalty: 2682.540039
	Iteration 0F: 2 clusters Score -6482096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -6448422.000000 Penalty: 5365.080078
	Iteration 0F: 3 clusters Score -6448422 nChanged 22992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -6461284.500000 Penalty: 5365.080078
	Iteration 1F: 3 clusters Score -6461284 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -6461776.000000 Penalty: 5365.080078
	Iteration 2Q: 3 clusters Score -6461776 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6462229.500000 Penalty: 5365.080078
	Iteration 3Q: 3 clusters Score -6462230 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6462705.000000 Penalty: 5365.080078
	Iteration 4Q: 3 clusters Score -6462705 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -6463190.000000 Penalty: 5365.080078
	Iteration 5Q: 3 clusters Score -6463190 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -6463780.000000 Penalty: 5365.080078
	Iteration 6Q: 3 clusters Score -6463780 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -6464437.500000 Penalty: 5365.080078
	Iteration 7Q: 3 clusters Score -6464438 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -6465243.500000 Penalty: 5365.080078
	Iteration 8Q: 3 clusters Score -6465244 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -6466293.000000 Penalty: 5365.080078
	Iteration 9Q: 3 clusters Score -6466293 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -6467446.000000 Penalty: 5365.080078
	Iteration 10Q: 3 clusters Score -6467446 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -6468614.500000 Penalty: 5365.080078
	Iteration 11Q: 3 clusters Score -6468614 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -6469933.500000 Penalty: 5365.080078
	Iteration 12Q: 3 clusters Score -6469934 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -6471357.000000 Penalty: 5365.080078
	Iteration 13Q: 3 clusters Score -6471357 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -6473022.500000 Penalty: 5365.080078
	Iteration 14Q: 3 clusters Score -6473022 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -6475162.500000 Penalty: 5365.080078
	Iteration 15Q: 3 clusters Score -6475162 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -6476999.500000 Penalty: 5365.080078
	Iteration 16Q: 3 clusters Score -6477000 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -6477808.500000 Penalty: 5365.080078
	Iteration 17Q: 3 clusters Score -6477808 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -6478235.500000 Penalty: 5365.080078
	Iteration 18Q: 3 clusters Score -6478236 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -6478527.000000 Penalty: 5365.080078
	Iteration 19Q: 3 clusters Score -6478527 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -6478694.000000 Penalty: 5365.080078
	Iteration 20F: 3 clusters Score -6478694 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -6478858.000000 Penalty: 5365.080078
	Iteration 21Q: 3 clusters Score -6478858 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -6478995.500000 Penalty: 5365.080078
	Iteration 22Q: 3 clusters Score -6478996 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -6479085.000000 Penalty: 5365.080078
	Iteration 23Q: 3 clusters Score -6479085 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -6479140.500000 Penalty: 5365.080078
	Iteration 24Q: 3 clusters Score -6479140 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -6479222.500000 Penalty: 5365.080078
	Iteration 25Q: 3 clusters Score -6479222 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -6479287.500000 Penalty: 5365.080078
	Iteration 26Q: 3 clusters Score -6479288 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -6479327.500000 Penalty: 5365.080078
	Iteration 27Q: 3 clusters Score -6479328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -6479361.000000 Penalty: 5365.080078
	Iteration 28Q: 3 clusters Score -6479361 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -6479400.000000 Penalty: 5365.080078
	Iteration 29Q: 3 clusters Score -6479400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -6479448.500000 Penalty: 5365.080078
	Iteration 30Q: 3 clusters Score -6479448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -6479476.000000 Penalty: 5365.080078
	Iteration 31Q: 3 clusters Score -6479476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -6479481.000000 Penalty: 5365.080078
	Iteration 32Q: 3 clusters Score -6479481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -6479496.500000 Penalty: 5365.080078
	Iteration 33Q: 3 clusters Score -6479496 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -6479514.000000 Penalty: 5365.080078
	Iteration 34Q: 3 clusters Score -6479514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6479525.000000 Penalty: 5365.080078
	Iteration 35Q: 3 clusters Score -6479525 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -6479544.000000 Penalty: 5365.080078
	Iteration 36Q: 3 clusters Score -6479544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -6479539.000000 Penalty: 5365.080078
	Iteration 37Q: 3 clusters Score -6479539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -6479560.500000 Penalty: 5365.080078
	Iteration 38Q: 3 clusters Score -6479560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -6479557.000000 Penalty: 5365.080078
	Iteration 39Q: 3 clusters Score -6479557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6479565.500000 Penalty: 5365.080078
	Iteration 40F: 3 clusters Score -6479566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -6479585.000000 Penalty: 5365.080078
	Iteration 41Q: 3 clusters Score -6479585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6479587.500000 Penalty: 5365.080078
	Iteration 42Q: 3 clusters Score -6479588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -6479603.000000 Penalty: 5365.080078
	Iteration 43Q: 3 clusters Score -6479603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -6479615.500000 Penalty: 5365.080078
	Iteration 44Q: 3 clusters Score -6479616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -6479618.500000 Penalty: 5365.080078
	Iteration 45Q: 3 clusters Score -6479618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -6479619.000000 Penalty: 5365.080078
	Iteration 46Q: 3 clusters Score -6479619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -6479622.000000 Penalty: 5365.080078
	Iteration 47Q: 3 clusters Score -6479622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -6479628.000000 Penalty: 5365.080078
	Iteration 48Q: 3 clusters Score -6479628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -6479631.000000 Penalty: 5365.080078
	Iteration 49Q: 3 clusters Score -6479631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -6479631.000000 Penalty: 5365.080078
	Iteration 50Q: 3 clusters Score -6479631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -6479640.500000 Penalty: 5365.080078
	Iteration 51Q: 3 clusters Score -6479640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -6479631.000000 Penalty: 5365.080078
	Iteration 52Q: 3 clusters Score -6479631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6479640.000000 Penalty: 5365.080078
	Iteration 53Q: 3 clusters Score -6479640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -6479642.500000 Penalty: 5365.080078
	Iteration 54Q: 3 clusters Score -6479642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6479649.500000 Penalty: 5365.080078
	Iteration 55Q: 3 clusters Score -6479650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -6479656.000000 Penalty: 5365.080078
	Iteration 56Q: 3 clusters Score -6479656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -6479660.000000 Penalty: 5365.080078
	Iteration 57Q: 3 clusters Score -6479660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -6479666.000000 Penalty: 5365.080078
	Iteration 58Q: 3 clusters Score -6479666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6479675.500000 Penalty: 5365.080078
	Iteration 59Q: 3 clusters Score -6479676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6479667.000000 Penalty: 5365.080078
	Iteration 60F: 3 clusters Score -6479667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -6479671.500000 Penalty: 5365.080078
	Iteration 61Q: 3 clusters Score -6479672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6479662.500000 Penalty: 5365.080078
	Iteration 62Q: 3 clusters Score -6479662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -6479658.000000 Penalty: 5365.080078
	Iteration 63Q: 3 clusters Score -6479658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -6479667.000000 Penalty: 5365.080078
	Iteration 64Q: 3 clusters Score -6479667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -6479666.000000 Penalty: 5365.080078
	Iteration 65Q: 3 clusters Score -6479666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -6479668.500000 Penalty: 5365.080078
	Iteration 66Q: 3 clusters Score -6479668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -6479663.000000 Penalty: 5365.080078
	Iteration 67Q: 3 clusters Score -6479663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -6479664.500000 Penalty: 5365.080078
	Iteration 68Q: 3 clusters Score -6479664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -6479666.000000 Penalty: 5365.080078
	Iteration 69Q: 3 clusters Score -6479666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -6479662.000000 Penalty: 5365.080078
	Iteration 70Q: 3 clusters Score -6479662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -6479669.500000 Penalty: 5365.080078
	Iteration 71Q: 3 clusters Score -6479670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -6479670.500000 Penalty: 5365.080078
	Iteration 72Q: 3 clusters Score -6479670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -6479669.500000 Penalty: 5365.080078
	Iteration 73Q: 3 clusters Score -6479670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -6479670.500000 Penalty: 5365.080078
	Iteration 74Q: 3 clusters Score -6479670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6479680.000000 Penalty: 5365.080078
	Iteration 75Q: 3 clusters Score -6479680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -6479682.500000 Penalty: 5365.080078
	Iteration 76Q: 3 clusters Score -6479682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -6479683.000000 Penalty: 5365.080078
	Iteration 77Q: 3 clusters Score -6479683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -6479681.000000 Penalty: 5365.080078
	Iteration 78Q: 3 clusters Score -6479681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -6479688.500000 Penalty: 5365.080078
	Iteration 79Q: 3 clusters Score -6479688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -6479690.000000 Penalty: 5365.080078
	Iteration 80F: 3 clusters Score -6479690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -6479686.500000 Penalty: 5365.080078
	Iteration 81Q: 3 clusters Score -6479686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -6479682.000000 Penalty: 5365.080078
	Iteration 82Q: 3 clusters Score -6479682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -6479689.500000 Penalty: 5365.080078
	Iteration 83Q: 3 clusters Score -6479690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -6479688.000000 Penalty: 5365.080078
	Iteration 84Q: 3 clusters Score -6479688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -6479688.000000 Penalty: 5365.080078
	Iteration 85F: 3 clusters Score -6479688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -203976.625000 Penalty: 1846.028564
	Iteration 0F: 2 clusters Score -203976.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -201638.343750 Penalty: 3692.057129
	Iteration 0F: 3 clusters Score -201638.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -202215.578125 Penalty: 3692.057129
	Iteration 1F: 3 clusters Score -202215.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202714.406250 Penalty: 3692.057129
	Iteration 2F: 3 clusters Score -202714.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -203037.531250 Penalty: 3692.057129
	Iteration 3F: 3 clusters Score -203037.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -203276.031250 Penalty: 3692.057129
	Iteration 4F: 3 clusters Score -203276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -203413.812500 Penalty: 3692.057129
	Iteration 5F: 3 clusters Score -203413.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -203513.312500 Penalty: 3692.057129
	Iteration 6Q: 3 clusters Score -203513.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -203590.750000 Penalty: 3692.057129
	Iteration 7Q: 3 clusters Score -203590.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -203640.218750 Penalty: 3692.057129
	Iteration 8Q: 3 clusters Score -203640.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -203684.843750 Penalty: 3692.057129
	Iteration 9Q: 3 clusters Score -203684.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -203711.203125 Penalty: 3692.057129
	Iteration 10Q: 3 clusters Score -203711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -203721.687500 Penalty: 3692.057129
	Iteration 11Q: 3 clusters Score -203721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -203724.328125 Penalty: 3692.057129
	Iteration 12Q: 3 clusters Score -203724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -203732.046875 Penalty: 3692.057129
	Iteration 13Q: 3 clusters Score -203732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -203736.640625 Penalty: 3692.057129
	Iteration 14Q: 3 clusters Score -203736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -203737.390625 Penalty: 3692.057129
	Iteration 15Q: 3 clusters Score -203737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -203737.390625 Penalty: 3692.057129
	Iteration 16F: 3 clusters Score -203737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -319778.687500 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -319778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -316609.750000 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -316609.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -317267.531250 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -317267.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -317447.281250 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -317447.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -317573.500000 Penalty: 3939.411621
	Iteration 3F: 3 clusters Score -317573.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -317655.125000 Penalty: 3939.411621
	Iteration 4Q: 3 clusters Score -317655.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -317700.343750 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -317700.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -317728.812500 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -317728.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -317764.000000 Penalty: 3939.411621
	Iteration 7Q: 3 clusters Score -317764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -317790.531250 Penalty: 3939.411621
	Iteration 8Q: 3 clusters Score -317790.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -317811.656250 Penalty: 3939.411621
	Iteration 9Q: 3 clusters Score -317811.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -317833.406250 Penalty: 3939.411621
	Iteration 10Q: 3 clusters Score -317833.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -317848.843750 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -317848.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -317858.656250 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -317858.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -317865.562500 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -317865.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -317872.156250 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -317872.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -317877.218750 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -317877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -317882.000000 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -317882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -317886.562500 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -317886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -317890.125000 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -317890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -317893.156250 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -317893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -317897.906250 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -317897.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -317903.406250 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -317903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -317910.843750 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -317910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -317915.656250 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -317915.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -317923.000000 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -317923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -317929.000000 Penalty: 3939.411621
	Iteration 25Q: 3 clusters Score -317929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -317932.937500 Penalty: 3939.411621
	Iteration 26Q: 3 clusters Score -317932.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -317939.906250 Penalty: 3939.411621
	Iteration 27Q: 3 clusters Score -317939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -317944.312500 Penalty: 3939.411621
	Iteration 28Q: 3 clusters Score -317944.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -317948.875000 Penalty: 3939.411621
	Iteration 29Q: 3 clusters Score -317948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -317950.500000 Penalty: 3939.411621
	Iteration 30Q: 3 clusters Score -317950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -317953.500000 Penalty: 3939.411621
	Iteration 31Q: 3 clusters Score -317953.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -317957.656250 Penalty: 3939.411621
	Iteration 32Q: 3 clusters Score -317957.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -317961.937500 Penalty: 3939.411621
	Iteration 33Q: 3 clusters Score -317961.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -317963.218750 Penalty: 3939.411621
	Iteration 34Q: 3 clusters Score -317963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -317965.781250 Penalty: 3939.411621
	Iteration 35Q: 3 clusters Score -317965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -317967.593750 Penalty: 3939.411621
	Iteration 36Q: 3 clusters Score -317967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -317971.187500 Penalty: 3939.411621
	Iteration 37Q: 3 clusters Score -317971.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -317973.656250 Penalty: 3939.411621
	Iteration 38Q: 3 clusters Score -317973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -317976.125000 Penalty: 3939.411621
	Iteration 39Q: 3 clusters Score -317976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -317977.500000 Penalty: 3939.411621
	Iteration 40F: 3 clusters Score -317977.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -317982.437500 Penalty: 3939.411621
	Iteration 41Q: 3 clusters Score -317982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -317986.968750 Penalty: 3939.411621
	Iteration 42Q: 3 clusters Score -317987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -317992.093750 Penalty: 3939.411621
	Iteration 43Q: 3 clusters Score -317992.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -317996.968750 Penalty: 3939.411621
	Iteration 44Q: 3 clusters Score -317997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -318004.250000 Penalty: 3939.411621
	Iteration 45Q: 3 clusters Score -318004.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -318011.000000 Penalty: 3939.411621
	Iteration 46Q: 3 clusters Score -318011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -318017.156250 Penalty: 3939.411621
	Iteration 47Q: 3 clusters Score -318017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -318020.156250 Penalty: 3939.411621
	Iteration 48Q: 3 clusters Score -318020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -318023.156250 Penalty: 3939.411621
	Iteration 49Q: 3 clusters Score -318023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -318024.687500 Penalty: 3939.411621
	Iteration 50Q: 3 clusters Score -318024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -318025.718750 Penalty: 3939.411621
	Iteration 51Q: 3 clusters Score -318025.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -318029.062500 Penalty: 3939.411621
	Iteration 52Q: 3 clusters Score -318029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -318032.187500 Penalty: 3939.411621
	Iteration 53Q: 3 clusters Score -318032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -318034.812500 Penalty: 3939.411621
	Iteration 54Q: 3 clusters Score -318034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -318037.875000 Penalty: 3939.411621
	Iteration 55Q: 3 clusters Score -318037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -318039.000000 Penalty: 3939.411621
	Iteration 56Q: 3 clusters Score -318039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -318039.875000 Penalty: 3939.411621
	Iteration 57Q: 3 clusters Score -318039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -318040.250000 Penalty: 3939.411621
	Iteration 58Q: 3 clusters Score -318040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -318040.968750 Penalty: 3939.411621
	Iteration 59Q: 3 clusters Score -318041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -318041.937500 Penalty: 3939.411621
	Iteration 60F: 3 clusters Score -318041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -318042.406250 Penalty: 3939.411621
	Iteration 61Q: 3 clusters Score -318042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -318043.000000 Penalty: 3939.411621
	Iteration 62Q: 3 clusters Score -318043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -318044.218750 Penalty: 3939.411621
	Iteration 63Q: 3 clusters Score -318044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -318046.937500 Penalty: 3939.411621
	Iteration 64Q: 3 clusters Score -318046.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -318053.375000 Penalty: 3939.411621
	Iteration 65Q: 3 clusters Score -318053.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -318060.843750 Penalty: 3939.411621
	Iteration 66Q: 3 clusters Score -318060.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -318066.093750 Penalty: 3939.411621
	Iteration 67Q: 3 clusters Score -318066.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -318073.843750 Penalty: 3939.411621
	Iteration 68Q: 3 clusters Score -318073.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -318082.687500 Penalty: 3939.411621
	Iteration 69Q: 3 clusters Score -318082.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -318092.468750 Penalty: 3939.411621
	Iteration 70Q: 3 clusters Score -318092.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -318104.156250 Penalty: 3939.411621
	Iteration 71Q: 3 clusters Score -318104.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -318109.875000 Penalty: 3939.411621
	Iteration 72Q: 3 clusters Score -318109.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -318115.500000 Penalty: 3939.411621
	Iteration 73Q: 3 clusters Score -318115.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -318122.093750 Penalty: 3939.411621
	Iteration 74Q: 3 clusters Score -318122.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -318129.875000 Penalty: 3939.411621
	Iteration 75Q: 3 clusters Score -318129.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -318136.718750 Penalty: 3939.411621
	Iteration 76Q: 3 clusters Score -318136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -318141.250000 Penalty: 3939.411621
	Iteration 77Q: 3 clusters Score -318141.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -318149.562500 Penalty: 3939.411621
	Iteration 78Q: 3 clusters Score -318149.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -318157.687500 Penalty: 3939.411621
	Iteration 79Q: 3 clusters Score -318157.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -318163.125000 Penalty: 3939.411621
	Iteration 80F: 3 clusters Score -318163.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -318169.937500 Penalty: 3939.411621
	Iteration 81Q: 3 clusters Score -318169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -318172.437500 Penalty: 3939.411621
	Iteration 82Q: 3 clusters Score -318172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -318174.718750 Penalty: 3939.411621
	Iteration 83Q: 3 clusters Score -318174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -318175.687500 Penalty: 3939.411621
	Iteration 84Q: 3 clusters Score -318175.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -318177.312500 Penalty: 3939.411621
	Iteration 85Q: 3 clusters Score -318177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -318179.156250 Penalty: 3939.411621
	Iteration 86Q: 3 clusters Score -318179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -318180.968750 Penalty: 3939.411621
	Iteration 87Q: 3 clusters Score -318181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -318184.375000 Penalty: 3939.411621
	Iteration 88Q: 3 clusters Score -318184.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -318187.843750 Penalty: 3939.411621
	Iteration 89Q: 3 clusters Score -318187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -318193.406250 Penalty: 3939.411621
	Iteration 90Q: 3 clusters Score -318193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -318196.093750 Penalty: 3939.411621
	Iteration 91Q: 3 clusters Score -318196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -318198.281250 Penalty: 3939.411621
	Iteration 92Q: 3 clusters Score -318198.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -318202.281250 Penalty: 3939.411621
	Iteration 93Q: 3 clusters Score -318202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -318203.718750 Penalty: 3939.411621
	Iteration 94Q: 3 clusters Score -318203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -318206.062500 Penalty: 3939.411621
	Iteration 95Q: 3 clusters Score -318206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -318206.531250 Penalty: 3939.411621
	Iteration 96Q: 3 clusters Score -318206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -318208.000000 Penalty: 3939.411621
	Iteration 97Q: 3 clusters Score -318208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -318209.156250 Penalty: 3939.411621
	Iteration 98Q: 3 clusters Score -318209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -318209.687500 Penalty: 3939.411621
	Iteration 99Q: 3 clusters Score -318209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -318209.906250 Penalty: 3939.411621
	Iteration 100F: 3 clusters Score -318209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -318210.062500 Penalty: 3939.411621
	Iteration 101Q: 3 clusters Score -318210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -318210.062500 Penalty: 3939.411621
	Iteration 102F: 3 clusters Score -318210.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Entering Unmasked Estep 
Score: -2488357.500000 Penalty: 2436.301025
	Iteration 0F: 2 clusters Score -2488358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2475303.250000 Penalty: 4872.602051
	Iteration 0F: 3 clusters Score -2475303 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2479980.000000 Penalty: 4872.602051
	Iteration 1F: 3 clusters Score -2479980 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2480664.500000 Penalty: 4872.602051
	Iteration 2F: 3 clusters Score -2480664 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2481349.000000 Penalty: 4872.602051
	Iteration 3F: 3 clusters Score -2481349 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2482115.250000 Penalty: 4872.602051
	Iteration 4F: 3 clusters Score -2482115 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2483015.000000 Penalty: 4872.602051
	Iteration 5F: 3 clusters Score -2483015 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2484111.250000 Penalty: 4872.602051
	Iteration 6F: 3 clusters Score -2484111 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2485125.750000 Penalty: 4872.602051
	Iteration 7F: 3 clusters Score -2485126 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2485948.750000 Penalty: 4872.602051
	Iteration 8Q: 3 clusters Score -2485949 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2486551.250000 Penalty: 4872.602051
	Iteration 9Q: 3 clusters Score -2486551 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2486914.000000 Penalty: 4872.602051
	Iteration 10Q: 3 clusters Score -2486914 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2487144.000000 Penalty: 4872.602051
	Iteration 11Q: 3 clusters Score -2487144 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2487299.750000 Penalty: 4872.602051
	Iteration 12Q: 3 clusters Score -2487300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2487392.750000 Penalty: 4872.602051
	Iteration 13Q: 3 clusters Score -2487393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2487460.750000 Penalty: 4872.602051
	Iteration 14Q: 3 clusters Score -2487461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2487502.250000 Penalty: 4872.602051
	Iteration 15Q: 3 clusters Score -2487502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2487522.500000 Penalty: 4872.602051
	Iteration 16Q: 3 clusters Score -2487522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2487544.250000 Penalty: 4872.602051
	Iteration 17Q: 3 clusters Score -2487544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2487554.000000 Penalty: 4872.602051
	Iteration 18Q: 3 clusters Score -2487554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2487559.500000 Penalty: 4872.602051
	Iteration 19Q: 3 clusters Score -2487560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2487560.250000 Penalty: 4872.602051
	Iteration 20F: 3 clusters Score -2487560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2487565.000000 Penalty: 4872.602051
	Iteration 21Q: 3 clusters Score -2487565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2487567.500000 Penalty: 4872.602051
	Iteration 22Q: 3 clusters Score -2487568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2487574.500000 Penalty: 4872.602051
	Iteration 23Q: 3 clusters Score -2487574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2487576.000000 Penalty: 4872.602051
	Iteration 24Q: 3 clusters Score -2487576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2487583.500000 Penalty: 4872.602051
	Iteration 25Q: 3 clusters Score -2487584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2487580.750000 Penalty: 4872.602051
	Iteration 26Q: 3 clusters Score -2487581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2487582.750000 Penalty: 4872.602051
	Iteration 27Q: 3 clusters Score -2487583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2487587.750000 Penalty: 4872.602051
	Iteration 28Q: 3 clusters Score -2487588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2487588.000000 Penalty: 4872.602051
	Iteration 29Q: 3 clusters Score -2487588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2487588.750000 Penalty: 4872.602051
	Iteration 30Q: 3 clusters Score -2487589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2487589.750000 Penalty: 4872.602051
	Iteration 31Q: 3 clusters Score -2487590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2487591.250000 Penalty: 4872.602051
	Iteration 32Q: 3 clusters Score -2487591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2487591.750000 Penalty: 4872.602051
	Iteration 33Q: 3 clusters Score -2487592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2487592.750000 Penalty: 4872.602051
	Iteration 34Q: 3 clusters Score -2487593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2487594.750000 Penalty: 4872.602051
	Iteration 35Q: 3 clusters Score -2487595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2487595.000000 Penalty: 4872.602051
	Iteration 36Q: 3 clusters Score -2487595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2487596.250000 Penalty: 4872.602051
	Iteration 37Q: 3 clusters Score -2487596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2487597.250000 Penalty: 4872.602051
	Iteration 38Q: 3 clusters Score -2487597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2487597.000000 Penalty: 4872.602051
	Iteration 39Q: 3 clusters Score -2487597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2487598.750000 Penalty: 4872.602051
	Iteration 40F: 3 clusters Score -2487599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2487598.500000 Penalty: 4872.602051
	Iteration 41Q: 3 clusters Score -2487598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2487598.500000 Penalty: 4872.602051
	Iteration 42F: 3 clusters Score -2487598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -20796.763672 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -20796.76 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 127 members 
Entering Unmasked Estep 
Score: -19722.578125 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -19722.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19828.591797 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -19828.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19834.613281 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -19834.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19837.833984 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -19837.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19841.296875 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -19841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19841.296875 Penalty: 2705.839355
	Iteration 5F: 3 clusters Score -19841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (195959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195959 members 
Entering Unmasked Estep 
Score: -26021952.000000 Penalty: 3022.043701
	Iteration 0F: 2 clusters Score -2.602195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -25895388.000000 Penalty: 6044.087402
	Iteration 0F: 3 clusters Score -2.589539e+07 nChanged 94260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -25950784.000000 Penalty: 6044.087402
	Iteration 1F: 3 clusters Score -2.595078e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 103211 members 
Entering Unmasked Estep 
Score: -25952224.000000 Penalty: 6044.087402
	Iteration 2Q: 3 clusters Score -2.595222e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -25954284.000000 Penalty: 6044.087402
	Iteration 3Q: 3 clusters Score -2.595428e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
Score: -25957958.000000 Penalty: 6044.087402
	Iteration 4Q: 3 clusters Score -2.595796e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 116276 members 
Entering Unmasked Estep 
Score: -25963598.000000 Penalty: 6044.087402
	Iteration 5Q: 3 clusters Score -2.59636e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -25971322.000000 Penalty: 6044.087402
	Iteration 6F: 3 clusters Score -2.597132e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 130635 members 
Entering Unmasked Estep 
Score: -25980044.000000 Penalty: 6044.087402
	Iteration 7F: 3 clusters Score -2.598004e+07 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 136863 members 
Entering Unmasked Estep 
Score: -25988832.000000 Penalty: 6044.087402
	Iteration 8F: 3 clusters Score -2.598883e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 141383 members 
Entering Unmasked Estep 
Score: -25996104.000000 Penalty: 6044.087402
	Iteration 9F: 3 clusters Score -2.59961e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -26001302.000000 Penalty: 6044.087402
	Iteration 10Q: 3 clusters Score -2.60013e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -26004130.000000 Penalty: 6044.087402
	Iteration 11Q: 3 clusters Score -2.600413e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 149609 members 
Entering Unmasked Estep 
Score: -26005504.000000 Penalty: 6044.087402
	Iteration 12Q: 3 clusters Score -2.60055e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 152011 members 
Entering Unmasked Estep 
Score: -26006488.000000 Penalty: 6044.087402
	Iteration 13Q: 3 clusters Score -2.600649e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -26007276.000000 Penalty: 6044.087402
	Iteration 14Q: 3 clusters Score -2.600728e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 156816 members 
Entering Unmasked Estep 
Score: -26007924.000000 Penalty: 6044.087402
	Iteration 15Q: 3 clusters Score -2.600792e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 159309 members 
Entering Unmasked Estep 
Score: -26008600.000000 Penalty: 6044.087402
	Iteration 16Q: 3 clusters Score -2.60086e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 161927 members 
Entering Unmasked Estep 
Score: -26009398.000000 Penalty: 6044.087402
	Iteration 17Q: 3 clusters Score -2.60094e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -26010246.000000 Penalty: 6044.087402
	Iteration 18Q: 3 clusters Score -2.601025e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 167309 members 
Entering Unmasked Estep 
Score: -26011122.000000 Penalty: 6044.087402
	Iteration 19Q: 3 clusters Score -2.601112e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 170097 members 
Entering Unmasked Estep 
Score: -26012014.000000 Penalty: 6044.087402
	Iteration 20F: 3 clusters Score -2.601201e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 172830 members 
Entering Unmasked Estep 
Score: -26012792.000000 Penalty: 6044.087402
	Iteration 21Q: 3 clusters Score -2.601279e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 175377 members 
Entering Unmasked Estep 
Score: -26013636.000000 Penalty: 6044.087402
	Iteration 22Q: 3 clusters Score -2.601364e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 177827 members 
Entering Unmasked Estep 
Score: -26014338.000000 Penalty: 6044.087402
	Iteration 23Q: 3 clusters Score -2.601434e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 180105 members 
Entering Unmasked Estep 
Score: -26015070.000000 Penalty: 6044.087402
	Iteration 24Q: 3 clusters Score -2.601507e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 182159 members 
Entering Unmasked Estep 
Score: -26015706.000000 Penalty: 6044.087402
	Iteration 25Q: 3 clusters Score -2.601571e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 184064 members 
Entering Unmasked Estep 
Score: -26016326.000000 Penalty: 6044.087402
	Iteration 26Q: 3 clusters Score -2.601633e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 185848 members 
Entering Unmasked Estep 
Score: -26016896.000000 Penalty: 6044.087402
	Iteration 27Q: 3 clusters Score -2.60169e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 187356 members 
Entering Unmasked Estep 
Score: -26017504.000000 Penalty: 6044.087402
	Iteration 28Q: 3 clusters Score -2.60175e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 188680 members 
Entering Unmasked Estep 
Score: -26017914.000000 Penalty: 6044.087402
	Iteration 29Q: 3 clusters Score -2.601791e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 189778 members 
Entering Unmasked Estep 
Score: -26018230.000000 Penalty: 6044.087402
	Iteration 30Q: 3 clusters Score -2.601823e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 190630 members 
Entering Unmasked Estep 
Score: -26018438.000000 Penalty: 6044.087402
	Iteration 31Q: 3 clusters Score -2.601844e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 191376 members 
Entering Unmasked Estep 
Score: -26018606.000000 Penalty: 6044.087402
	Iteration 32Q: 3 clusters Score -2.601861e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 191950 members 
Entering Unmasked Estep 
Score: -26018748.000000 Penalty: 6044.087402
	Iteration 33Q: 3 clusters Score -2.601875e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 192409 members 
Entering Unmasked Estep 
Score: -26018908.000000 Penalty: 6044.087402
	Iteration 34Q: 3 clusters Score -2.601891e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 192792 members 
Entering Unmasked Estep 
Score: -26019010.000000 Penalty: 6044.087402
	Iteration 35Q: 3 clusters Score -2.601901e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 193096 members 
Entering Unmasked Estep 
Score: -26019074.000000 Penalty: 6044.087402
	Iteration 36Q: 3 clusters Score -2.601907e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 193348 members 
Entering Unmasked Estep 
Score: -26019122.000000 Penalty: 6044.087402
	Iteration 37Q: 3 clusters Score -2.601912e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 193567 members 
Entering Unmasked Estep 
Score: -26019208.000000 Penalty: 6044.087402
	Iteration 38Q: 3 clusters Score -2.601921e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 193748 members 
Entering Unmasked Estep 
Score: -26019324.000000 Penalty: 6044.087402
	Iteration 39Q: 3 clusters Score -2.601932e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 193912 members 
Entering Unmasked Estep 
Score: -26019398.000000 Penalty: 6044.087402
	Iteration 40F: 3 clusters Score -2.60194e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 194034 members 
Entering Unmasked Estep 
Score: -26019432.000000 Penalty: 6044.087402
	Iteration 41Q: 3 clusters Score -2.601943e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 194149 members 
Entering Unmasked Estep 
Score: -26019468.000000 Penalty: 6044.087402
	Iteration 42Q: 3 clusters Score -2.601947e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 194245 members 
Entering Unmasked Estep 
Score: -26019492.000000 Penalty: 6044.087402
	Iteration 43Q: 3 clusters Score -2.601949e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 194317 members 
Entering Unmasked Estep 
Score: -26019530.000000 Penalty: 6044.087402
	Iteration 44Q: 3 clusters Score -2.601953e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 194386 members 
Entering Unmasked Estep 
Score: -26019534.000000 Penalty: 6044.087402
	Iteration 45Q: 3 clusters Score -2.601953e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 194441 members 
Entering Unmasked Estep 
Score: -26019570.000000 Penalty: 6044.087402
	Iteration 46Q: 3 clusters Score -2.601957e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 194480 members 
Entering Unmasked Estep 
Score: -26019598.000000 Penalty: 6044.087402
	Iteration 47Q: 3 clusters Score -2.60196e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 194510 members 
Entering Unmasked Estep 
Score: -26019632.000000 Penalty: 6044.087402
	Iteration 48Q: 3 clusters Score -2.601963e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 194542 members 
Entering Unmasked Estep 
Score: -26019616.000000 Penalty: 6044.087402
	Iteration 49Q: 3 clusters Score -2.601962e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 194577 members 
Entering Unmasked Estep 
Score: -26019630.000000 Penalty: 6044.087402
	Iteration 50Q: 3 clusters Score -2.601963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 194591 members 
Entering Unmasked Estep 
Score: -26019652.000000 Penalty: 6044.087402
	Iteration 51Q: 3 clusters Score -2.601965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 194598 members 
Entering Unmasked Estep 
Score: -26019648.000000 Penalty: 6044.087402
	Iteration 52Q: 3 clusters Score -2.601965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 194607 members 
Entering Unmasked Estep 
Score: -26019652.000000 Penalty: 6044.087402
	Iteration 53Q: 3 clusters Score -2.601965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 194614 members 
Entering Unmasked Estep 
Score: -26019636.000000 Penalty: 6044.087402
	Iteration 54Q: 3 clusters Score -2.601964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 194627 members 
Entering Unmasked Estep 
Score: -26019640.000000 Penalty: 6044.087402
	Iteration 55Q: 3 clusters Score -2.601964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 194634 members 
Entering Unmasked Estep 
Score: -26019632.000000 Penalty: 6044.087402
	Iteration 56Q: 3 clusters Score -2.601963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 194635 members 
Entering Unmasked Estep 
Score: -26019636.000000 Penalty: 6044.087402
	Iteration 57Q: 3 clusters Score -2.601964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 194639 members 
Entering Unmasked Estep 
Score: -26019654.000000 Penalty: 6044.087402
	Iteration 58Q: 3 clusters Score -2.601965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 194647 members 
Entering Unmasked Estep 
Score: -26019636.000000 Penalty: 6044.087402
	Iteration 59Q: 3 clusters Score -2.601964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 194654 members 
Entering Unmasked Estep 
Score: -26019640.000000 Penalty: 6044.087402
	Iteration 60F: 3 clusters Score -2.601964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 194658 members 
Entering Unmasked Estep 
Score: -26019646.000000 Penalty: 6044.087402
	Iteration 61Q: 3 clusters Score -2.601965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 194661 members 
Entering Unmasked Estep 
Score: -26019658.000000 Penalty: 6044.087402
	Iteration 62Q: 3 clusters Score -2.601966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 194663 members 
Entering Unmasked Estep 
Score: -26019658.000000 Penalty: 6044.087402
	Iteration 63Q: 3 clusters Score -2.601966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 194664 members 
Entering Unmasked Estep 
Score: -26019642.000000 Penalty: 6044.087402
	Iteration 64Q: 3 clusters Score -2.601964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 194666 members 
Entering Unmasked Estep 
Score: -26019650.000000 Penalty: 6044.087402
	Iteration 65Q: 3 clusters Score -2.601965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 194667 members 
Entering Unmasked Estep 
Score: -26019654.000000 Penalty: 6044.087402
	Iteration 66Q: 3 clusters Score -2.601965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 194667 members 
Entering Unmasked Estep 
Score: -26019644.000000 Penalty: 6044.087402
	Iteration 67Q: 3 clusters Score -2.601964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 194667 members 
Entering Unmasked Estep 
Score: -26019644.000000 Penalty: 6044.087402
	Iteration 68F: 3 clusters Score -2.601964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Entering Unmasked Estep 
Score: -1493220.875000 Penalty: 2320.458984
	Iteration 0F: 2 clusters Score -1493221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1484505.375000 Penalty: 4640.917969
	Iteration 0F: 3 clusters Score -1484505 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1487165.500000 Penalty: 4640.917969
	Iteration 1F: 3 clusters Score -1487166 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1487498.125000 Penalty: 4640.917969
	Iteration 2F: 3 clusters Score -1487498 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1487742.125000 Penalty: 4640.917969
	Iteration 3F: 3 clusters Score -1487742 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1487948.000000 Penalty: 4640.917969
	Iteration 4Q: 3 clusters Score -1487948 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1488120.625000 Penalty: 4640.917969
	Iteration 5Q: 3 clusters Score -1488121 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1488259.750000 Penalty: 4640.917969
	Iteration 6Q: 3 clusters Score -1488260 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1488415.500000 Penalty: 4640.917969
	Iteration 7Q: 3 clusters Score -1488416 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1488566.250000 Penalty: 4640.917969
	Iteration 8Q: 3 clusters Score -1488566 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1488741.625000 Penalty: 4640.917969
	Iteration 9Q: 3 clusters Score -1488742 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1488940.750000 Penalty: 4640.917969
	Iteration 10Q: 3 clusters Score -1488941 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1489145.250000 Penalty: 4640.917969
	Iteration 11Q: 3 clusters Score -1489145 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1489406.125000 Penalty: 4640.917969
	Iteration 12Q: 3 clusters Score -1489406 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1489683.125000 Penalty: 4640.917969
	Iteration 13Q: 3 clusters Score -1489683 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1490012.125000 Penalty: 4640.917969
	Iteration 14Q: 3 clusters Score -1490012 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1490376.875000 Penalty: 4640.917969
	Iteration 15Q: 3 clusters Score -1490377 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1490688.000000 Penalty: 4640.917969
	Iteration 16Q: 3 clusters Score -1490688 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1490944.250000 Penalty: 4640.917969
	Iteration 17Q: 3 clusters Score -1490944 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1491162.875000 Penalty: 4640.917969
	Iteration 18Q: 3 clusters Score -1491163 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1491339.625000 Penalty: 4640.917969
	Iteration 19Q: 3 clusters Score -1491340 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1491467.125000 Penalty: 4640.917969
	Iteration 20F: 3 clusters Score -1491467 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1491572.750000 Penalty: 4640.917969
	Iteration 21Q: 3 clusters Score -1491573 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1491642.625000 Penalty: 4640.917969
	Iteration 22Q: 3 clusters Score -1491643 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1491689.500000 Penalty: 4640.917969
	Iteration 23Q: 3 clusters Score -1491690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1491708.000000 Penalty: 4640.917969
	Iteration 24Q: 3 clusters Score -1491708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1491723.625000 Penalty: 4640.917969
	Iteration 25Q: 3 clusters Score -1491724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1491730.250000 Penalty: 4640.917969
	Iteration 26Q: 3 clusters Score -1491730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1491741.750000 Penalty: 4640.917969
	Iteration 27Q: 3 clusters Score -1491742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1491748.375000 Penalty: 4640.917969
	Iteration 28Q: 3 clusters Score -1491748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1491753.500000 Penalty: 4640.917969
	Iteration 29Q: 3 clusters Score -1491754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1491752.000000 Penalty: 4640.917969
	Iteration 30Q: 3 clusters Score -1491752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1491751.875000 Penalty: 4640.917969
	Iteration 31Q: 3 clusters Score -1491752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1491751.750000 Penalty: 4640.917969
	Iteration 32Q: 3 clusters Score -1491752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1491755.625000 Penalty: 4640.917969
	Iteration 33Q: 3 clusters Score -1491756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1491754.875000 Penalty: 4640.917969
	Iteration 34Q: 3 clusters Score -1491755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1491756.875000 Penalty: 4640.917969
	Iteration 35Q: 3 clusters Score -1491757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1491757.375000 Penalty: 4640.917969
	Iteration 36Q: 3 clusters Score -1491757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1491753.625000 Penalty: 4640.917969
	Iteration 37Q: 3 clusters Score -1491754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1491755.375000 Penalty: 4640.917969
	Iteration 38Q: 3 clusters Score -1491755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1491755.875000 Penalty: 4640.917969
	Iteration 39Q: 3 clusters Score -1491756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1491759.875000 Penalty: 4640.917969
	Iteration 40F: 3 clusters Score -1491760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1491759.125000 Penalty: 4640.917969
	Iteration 41Q: 3 clusters Score -1491759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1491761.500000 Penalty: 4640.917969
	Iteration 42Q: 3 clusters Score -1491762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1491761.125000 Penalty: 4640.917969
	Iteration 43Q: 3 clusters Score -1491761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1491761.000000 Penalty: 4640.917969
	Iteration 44Q: 3 clusters Score -1491761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1491761.375000 Penalty: 4640.917969
	Iteration 45Q: 3 clusters Score -1491761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1491759.875000 Penalty: 4640.917969
	Iteration 46Q: 3 clusters Score -1491760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1491759.875000 Penalty: 4640.917969
	Iteration 47F: 3 clusters Score -1491760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Entering Unmasked Estep 
Score: -5285039.000000 Penalty: 2624.362061
	Iteration 0F: 2 clusters Score -5285039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -5258424.000000 Penalty: 5248.724121
	Iteration 0F: 3 clusters Score -5258424 nChanged 18027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5268253.500000 Penalty: 5248.724121
	Iteration 1F: 3 clusters Score -5268254 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5268685.500000 Penalty: 5248.724121
	Iteration 2Q: 3 clusters Score -5268686 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5269021.000000 Penalty: 5248.724121
	Iteration 3Q: 3 clusters Score -5269021 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5269396.500000 Penalty: 5248.724121
	Iteration 4Q: 3 clusters Score -5269396 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -5269852.000000 Penalty: 5248.724121
	Iteration 5Q: 3 clusters Score -5269852 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5270490.500000 Penalty: 5248.724121
	Iteration 6Q: 3 clusters Score -5270490 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -5271560.000000 Penalty: 5248.724121
	Iteration 7F: 3 clusters Score -5271560 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -5273148.500000 Penalty: 5248.724121
	Iteration 8F: 3 clusters Score -5273148 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -5275368.000000 Penalty: 5248.724121
	Iteration 9F: 3 clusters Score -5275368 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -5277868.000000 Penalty: 5248.724121
	Iteration 10F: 3 clusters Score -5277868 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -5280117.500000 Penalty: 5248.724121
	Iteration 11F: 3 clusters Score -5280118 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5281448.500000 Penalty: 5248.724121
	Iteration 12Q: 3 clusters Score -5281448 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -5282074.500000 Penalty: 5248.724121
	Iteration 13Q: 3 clusters Score -5282074 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5282391.500000 Penalty: 5248.724121
	Iteration 14Q: 3 clusters Score -5282392 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5282573.000000 Penalty: 5248.724121
	Iteration 15Q: 3 clusters Score -5282573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -5282664.500000 Penalty: 5248.724121
	Iteration 16Q: 3 clusters Score -5282664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -5282710.000000 Penalty: 5248.724121
	Iteration 17Q: 3 clusters Score -5282710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -5282753.000000 Penalty: 5248.724121
	Iteration 18Q: 3 clusters Score -5282753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -5282766.500000 Penalty: 5248.724121
	Iteration 19Q: 3 clusters Score -5282766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -5282773.500000 Penalty: 5248.724121
	Iteration 20F: 3 clusters Score -5282774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5282780.500000 Penalty: 5248.724121
	Iteration 21Q: 3 clusters Score -5282780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -5282782.000000 Penalty: 5248.724121
	Iteration 22Q: 3 clusters Score -5282782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5282789.000000 Penalty: 5248.724121
	Iteration 23Q: 3 clusters Score -5282789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5282794.500000 Penalty: 5248.724121
	Iteration 24Q: 3 clusters Score -5282794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -5282798.000000 Penalty: 5248.724121
	Iteration 25Q: 3 clusters Score -5282798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -5282797.500000 Penalty: 5248.724121
	Iteration 26Q: 3 clusters Score -5282798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -5282806.500000 Penalty: 5248.724121
	Iteration 27Q: 3 clusters Score -5282806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5282812.000000 Penalty: 5248.724121
	Iteration 28Q: 3 clusters Score -5282812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -5282816.000000 Penalty: 5248.724121
	Iteration 29Q: 3 clusters Score -5282816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5282816.500000 Penalty: 5248.724121
	Iteration 30Q: 3 clusters Score -5282816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -5282819.500000 Penalty: 5248.724121
	Iteration 31Q: 3 clusters Score -5282820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5282820.500000 Penalty: 5248.724121
	Iteration 32Q: 3 clusters Score -5282820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -5282821.500000 Penalty: 5248.724121
	Iteration 33Q: 3 clusters Score -5282822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5282822.500000 Penalty: 5248.724121
	Iteration 34Q: 3 clusters Score -5282822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -5282823.000000 Penalty: 5248.724121
	Iteration 35Q: 3 clusters Score -5282823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -5282823.000000 Penalty: 5248.724121
	Iteration 36F: 3 clusters Score -5282823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -878253.437500 Penalty: 2196.098633
	Iteration 0F: 2 clusters Score -878253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -872447.000000 Penalty: 4392.197266
	Iteration 0F: 3 clusters Score -872447 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -874123.437500 Penalty: 4392.197266
	Iteration 1F: 3 clusters Score -874123.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -874349.750000 Penalty: 4392.197266
	Iteration 2F: 3 clusters Score -874349.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -874502.000000 Penalty: 4392.197266
	Iteration 3Q: 3 clusters Score -874502 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -874642.625000 Penalty: 4392.197266
	Iteration 4Q: 3 clusters Score -874642.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -874778.687500 Penalty: 4392.197266
	Iteration 5Q: 3 clusters Score -874778.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -874906.625000 Penalty: 4392.197266
	Iteration 6Q: 3 clusters Score -874906.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -875025.062500 Penalty: 4392.197266
	Iteration 7Q: 3 clusters Score -875025.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -875160.375000 Penalty: 4392.197266
	Iteration 8Q: 3 clusters Score -875160.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -875290.812500 Penalty: 4392.197266
	Iteration 9Q: 3 clusters Score -875290.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -875400.312500 Penalty: 4392.197266
	Iteration 10Q: 3 clusters Score -875400.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -875486.437500 Penalty: 4392.197266
	Iteration 11Q: 3 clusters Score -875486.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -875553.250000 Penalty: 4392.197266
	Iteration 12Q: 3 clusters Score -875553.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -875603.750000 Penalty: 4392.197266
	Iteration 13Q: 3 clusters Score -875603.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -875654.750000 Penalty: 4392.197266
	Iteration 14Q: 3 clusters Score -875654.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -875698.937500 Penalty: 4392.197266
	Iteration 15Q: 3 clusters Score -875698.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -875729.375000 Penalty: 4392.197266
	Iteration 16Q: 3 clusters Score -875729.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -875757.062500 Penalty: 4392.197266
	Iteration 17Q: 3 clusters Score -875757.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -875781.000000 Penalty: 4392.197266
	Iteration 18Q: 3 clusters Score -875781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -875803.812500 Penalty: 4392.197266
	Iteration 19Q: 3 clusters Score -875803.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -875828.750000 Penalty: 4392.197266
	Iteration 20F: 3 clusters Score -875828.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -875851.437500 Penalty: 4392.197266
	Iteration 21Q: 3 clusters Score -875851.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -875871.250000 Penalty: 4392.197266
	Iteration 22Q: 3 clusters Score -875871.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -875882.312500 Penalty: 4392.197266
	Iteration 23Q: 3 clusters Score -875882.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -875900.625000 Penalty: 4392.197266
	Iteration 24Q: 3 clusters Score -875900.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -875919.500000 Penalty: 4392.197266
	Iteration 25Q: 3 clusters Score -875919.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -875932.875000 Penalty: 4392.197266
	Iteration 26Q: 3 clusters Score -875932.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -875949.375000 Penalty: 4392.197266
	Iteration 27Q: 3 clusters Score -875949.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -875967.187500 Penalty: 4392.197266
	Iteration 28Q: 3 clusters Score -875967.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -875976.000000 Penalty: 4392.197266
	Iteration 29Q: 3 clusters Score -875976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -875987.625000 Penalty: 4392.197266
	Iteration 30Q: 3 clusters Score -875987.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -876004.937500 Penalty: 4392.197266
	Iteration 31Q: 3 clusters Score -876004.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -876020.812500 Penalty: 4392.197266
	Iteration 32Q: 3 clusters Score -876020.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -876031.375000 Penalty: 4392.197266
	Iteration 33Q: 3 clusters Score -876031.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -876046.312500 Penalty: 4392.197266
	Iteration 34Q: 3 clusters Score -876046.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -876052.812500 Penalty: 4392.197266
	Iteration 35Q: 3 clusters Score -876052.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -876061.500000 Penalty: 4392.197266
	Iteration 36Q: 3 clusters Score -876061.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -876066.187500 Penalty: 4392.197266
	Iteration 37Q: 3 clusters Score -876066.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -876074.437500 Penalty: 4392.197266
	Iteration 38Q: 3 clusters Score -876074.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -876078.312500 Penalty: 4392.197266
	Iteration 39Q: 3 clusters Score -876078.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -876083.250000 Penalty: 4392.197266
	Iteration 40F: 3 clusters Score -876083.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -876088.937500 Penalty: 4392.197266
	Iteration 41Q: 3 clusters Score -876088.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -876097.562500 Penalty: 4392.197266
	Iteration 42Q: 3 clusters Score -876097.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -876104.625000 Penalty: 4392.197266
	Iteration 43Q: 3 clusters Score -876104.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -876110.250000 Penalty: 4392.197266
	Iteration 44Q: 3 clusters Score -876110.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -876119.625000 Penalty: 4392.197266
	Iteration 45Q: 3 clusters Score -876119.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -876127.875000 Penalty: 4392.197266
	Iteration 46Q: 3 clusters Score -876127.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -876134.875000 Penalty: 4392.197266
	Iteration 47Q: 3 clusters Score -876134.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -876143.000000 Penalty: 4392.197266
	Iteration 48Q: 3 clusters Score -876143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -876150.500000 Penalty: 4392.197266
	Iteration 49Q: 3 clusters Score -876150.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -876155.625000 Penalty: 4392.197266
	Iteration 50Q: 3 clusters Score -876155.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -876161.437500 Penalty: 4392.197266
	Iteration 51Q: 3 clusters Score -876161.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -876165.687500 Penalty: 4392.197266
	Iteration 52Q: 3 clusters Score -876165.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -876173.937500 Penalty: 4392.197266
	Iteration 53Q: 3 clusters Score -876173.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -876175.875000 Penalty: 4392.197266
	Iteration 54Q: 3 clusters Score -876175.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -876181.437500 Penalty: 4392.197266
	Iteration 55Q: 3 clusters Score -876181.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -876190.062500 Penalty: 4392.197266
	Iteration 56Q: 3 clusters Score -876190.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -876197.562500 Penalty: 4392.197266
	Iteration 57Q: 3 clusters Score -876197.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -876208.750000 Penalty: 4392.197266
	Iteration 58Q: 3 clusters Score -876208.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -876215.562500 Penalty: 4392.197266
	Iteration 59Q: 3 clusters Score -876215.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -876219.562500 Penalty: 4392.197266
	Iteration 60F: 3 clusters Score -876219.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -876228.812500 Penalty: 4392.197266
	Iteration 61Q: 3 clusters Score -876228.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -876242.875000 Penalty: 4392.197266
	Iteration 62Q: 3 clusters Score -876242.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -876256.750000 Penalty: 4392.197266
	Iteration 63Q: 3 clusters Score -876256.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -876270.250000 Penalty: 4392.197266
	Iteration 64Q: 3 clusters Score -876270.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -876278.625000 Penalty: 4392.197266
	Iteration 65Q: 3 clusters Score -876278.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -876294.125000 Penalty: 4392.197266
	Iteration 66Q: 3 clusters Score -876294.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -876310.500000 Penalty: 4392.197266
	Iteration 67Q: 3 clusters Score -876310.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -876322.125000 Penalty: 4392.197266
	Iteration 68Q: 3 clusters Score -876322.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -876329.812500 Penalty: 4392.197266
	Iteration 69Q: 3 clusters Score -876329.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -876339.000000 Penalty: 4392.197266
	Iteration 70Q: 3 clusters Score -876339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -876349.687500 Penalty: 4392.197266
	Iteration 71Q: 3 clusters Score -876349.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -876359.000000 Penalty: 4392.197266
	Iteration 72Q: 3 clusters Score -876359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -876368.437500 Penalty: 4392.197266
	Iteration 73Q: 3 clusters Score -876368.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -876374.687500 Penalty: 4392.197266
	Iteration 74Q: 3 clusters Score -876374.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -876389.562500 Penalty: 4392.197266
	Iteration 75Q: 3 clusters Score -876389.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -876396.187500 Penalty: 4392.197266
	Iteration 76Q: 3 clusters Score -876396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -876401.125000 Penalty: 4392.197266
	Iteration 77Q: 3 clusters Score -876401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -876407.562500 Penalty: 4392.197266
	Iteration 78Q: 3 clusters Score -876407.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -876412.375000 Penalty: 4392.197266
	Iteration 79Q: 3 clusters Score -876412.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -876422.625000 Penalty: 4392.197266
	Iteration 80F: 3 clusters Score -876422.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -876431.125000 Penalty: 4392.197266
	Iteration 81Q: 3 clusters Score -876431.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -876439.187500 Penalty: 4392.197266
	Iteration 82Q: 3 clusters Score -876439.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -876441.562500 Penalty: 4392.197266
	Iteration 83Q: 3 clusters Score -876441.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -876445.312500 Penalty: 4392.197266
	Iteration 84Q: 3 clusters Score -876445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -876448.562500 Penalty: 4392.197266
	Iteration 85Q: 3 clusters Score -876448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -876450.125000 Penalty: 4392.197266
	Iteration 86Q: 3 clusters Score -876450.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -876450.937500 Penalty: 4392.197266
	Iteration 87Q: 3 clusters Score -876450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -876450.437500 Penalty: 4392.197266
	Iteration 88Q: 3 clusters Score -876450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -876452.125000 Penalty: 4392.197266
	Iteration 89Q: 3 clusters Score -876452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -876454.187500 Penalty: 4392.197266
	Iteration 90Q: 3 clusters Score -876454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -876456.937500 Penalty: 4392.197266
	Iteration 91Q: 3 clusters Score -876456.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -876459.250000 Penalty: 4392.197266
	Iteration 92Q: 3 clusters Score -876459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -876460.125000 Penalty: 4392.197266
	Iteration 93Q: 3 clusters Score -876460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -876459.500000 Penalty: 4392.197266
	Iteration 94Q: 3 clusters Score -876459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -876461.687500 Penalty: 4392.197266
	Iteration 95Q: 3 clusters Score -876461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -876461.687500 Penalty: 4392.197266
	Iteration 96F: 3 clusters Score -876461.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 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 313 members 
Entering Unmasked Estep 
Score: -70181.539062 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70181.54 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70730.453125 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70730.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71075.492188 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -71075.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71363.742188 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71363.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71710.992188 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -71710.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72068.585938 Penalty: 3232.031738
	Iteration 5F: 3 clusters Score -72068.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72225.578125 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -72225.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -72275.109375 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -72275.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72346.007812 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -72346.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -72482.875000 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -72482.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -72579.000000 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -72579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72617.867188 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -72617.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -72668.898438 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -72668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72851.695312 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -72851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72876.523438 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -72876.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72877.750000 Penalty: 3232.031738
	Iteration 15F: 3 clusters Score -72877.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72884.601562 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -72884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72936.640625 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -72936.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72969.632812 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -72969.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72969.632812 Penalty: 3232.031738
	Iteration 19F: 3 clusters Score -72969.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15165 members 
Mstep: Class 3 contains 208859 members 
Mstep: Class 4 contains 49846 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195959 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25532 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86865 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 477 members 
Entering Unmasked Estep 
Score: -133218520.000000 Penalty: 92692.289062
Splitting cluster 13 changes total score from -133219384.000000 to -133218520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Entering Unmasked Estep 
Score: -4857979.000000 Penalty: 2624.122803
	Iteration 0F: 2 clusters Score -4857979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4831218.500000 Penalty: 5248.245605
	Iteration 0F: 3 clusters Score -4831218 nChanged 17998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4841463.000000 Penalty: 5248.245605
	Iteration 1F: 3 clusters Score -4841463 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4842294.000000 Penalty: 5248.245605
	Iteration 2F: 3 clusters Score -4842294 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4843269.000000 Penalty: 5248.245605
	Iteration 3F: 3 clusters Score -4843269 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4844377.000000 Penalty: 5248.245605
	Iteration 4F: 3 clusters Score -4844377 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -4845750.500000 Penalty: 5248.245605
	Iteration 5F: 3 clusters Score -4845750 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4847445.500000 Penalty: 5248.245605
	Iteration 6F: 3 clusters Score -4847446 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4849100.500000 Penalty: 5248.245605
	Iteration 7F: 3 clusters Score -4849100 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4850564.500000 Penalty: 5248.245605
	Iteration 8F: 3 clusters Score -4850564 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -4851752.000000 Penalty: 5248.245605
	Iteration 9Q: 3 clusters Score -4851752 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4852612.500000 Penalty: 5248.245605
	Iteration 10Q: 3 clusters Score -4852612 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -4853375.000000 Penalty: 5248.245605
	Iteration 11Q: 3 clusters Score -4853375 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -4853980.000000 Penalty: 5248.245605
	Iteration 12Q: 3 clusters Score -4853980 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -4854495.000000 Penalty: 5248.245605
	Iteration 13Q: 3 clusters Score -4854495 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4854890.000000 Penalty: 5248.245605
	Iteration 14Q: 3 clusters Score -4854890 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4855237.500000 Penalty: 5248.245605
	Iteration 15Q: 3 clusters Score -4855238 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4855526.500000 Penalty: 5248.245605
	Iteration 16Q: 3 clusters Score -4855526 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4855706.500000 Penalty: 5248.245605
	Iteration 17Q: 3 clusters Score -4855706 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4855805.500000 Penalty: 5248.245605
	Iteration 18Q: 3 clusters Score -4855806 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4855869.500000 Penalty: 5248.245605
	Iteration 19Q: 3 clusters Score -4855870 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4855907.000000 Penalty: 5248.245605
	Iteration 20F: 3 clusters Score -4855907 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4855944.000000 Penalty: 5248.245605
	Iteration 21Q: 3 clusters Score -4855944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4855976.000000 Penalty: 5248.245605
	Iteration 22Q: 3 clusters Score -4855976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4855986.000000 Penalty: 5248.245605
	Iteration 23Q: 3 clusters Score -4855986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4856012.500000 Penalty: 5248.245605
	Iteration 24Q: 3 clusters Score -4856012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4856026.500000 Penalty: 5248.245605
	Iteration 25Q: 3 clusters Score -4856026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4856029.500000 Penalty: 5248.245605
	Iteration 26Q: 3 clusters Score -4856030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4856031.000000 Penalty: 5248.245605
	Iteration 27Q: 3 clusters Score -4856031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4856042.000000 Penalty: 5248.245605
	Iteration 28Q: 3 clusters Score -4856042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4856064.000000 Penalty: 5248.245605
	Iteration 29Q: 3 clusters Score -4856064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4856076.500000 Penalty: 5248.245605
	Iteration 30Q: 3 clusters Score -4856076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4856074.500000 Penalty: 5248.245605
	Iteration 31Q: 3 clusters Score -4856074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4856066.000000 Penalty: 5248.245605
	Iteration 32Q: 3 clusters Score -4856066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4856075.500000 Penalty: 5248.245605
	Iteration 33Q: 3 clusters Score -4856076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4856078.000000 Penalty: 5248.245605
	Iteration 34Q: 3 clusters Score -4856078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4856078.500000 Penalty: 5248.245605
	Iteration 35Q: 3 clusters Score -4856078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4856082.000000 Penalty: 5248.245605
	Iteration 36Q: 3 clusters Score -4856082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4856081.000000 Penalty: 5248.245605
	Iteration 37Q: 3 clusters Score -4856081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4856082.500000 Penalty: 5248.245605
	Iteration 38Q: 3 clusters Score -4856082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4856093.000000 Penalty: 5248.245605
	Iteration 39Q: 3 clusters Score -4856093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4856094.000000 Penalty: 5248.245605
	Iteration 40F: 3 clusters Score -4856094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4856094.500000 Penalty: 5248.245605
	Iteration 41Q: 3 clusters Score -4856094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4856097.500000 Penalty: 5248.245605
	Iteration 42Q: 3 clusters Score -4856098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4856096.000000 Penalty: 5248.245605
	Iteration 43Q: 3 clusters Score -4856096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4856092.500000 Penalty: 5248.245605
	Iteration 44Q: 3 clusters Score -4856092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4856092.500000 Penalty: 5248.245605
	Iteration 45F: 3 clusters Score -4856092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Entering Unmasked Estep 
Score: -3433893.500000 Penalty: 2516.626709
	Iteration 0F: 2 clusters Score -3433894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3416252.750000 Penalty: 5033.253418
	Iteration 0F: 3 clusters Score -3416253 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3422640.750000 Penalty: 5033.253418
	Iteration 1F: 3 clusters Score -3422641 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3423587.000000 Penalty: 5033.253418
	Iteration 2F: 3 clusters Score -3423587 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3424533.750000 Penalty: 5033.253418
	Iteration 3F: 3 clusters Score -3424534 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3425552.750000 Penalty: 5033.253418
	Iteration 4F: 3 clusters Score -3425553 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3426672.500000 Penalty: 5033.253418
	Iteration 5F: 3 clusters Score -3426672 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3427829.000000 Penalty: 5033.253418
	Iteration 6F: 3 clusters Score -3427829 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3429051.250000 Penalty: 5033.253418
	Iteration 7F: 3 clusters Score -3429051 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3430180.500000 Penalty: 5033.253418
	Iteration 8F: 3 clusters Score -3430180 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3431171.500000 Penalty: 5033.253418
	Iteration 9Q: 3 clusters Score -3431172 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3431881.500000 Penalty: 5033.253418
	Iteration 10Q: 3 clusters Score -3431882 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3432370.250000 Penalty: 5033.253418
	Iteration 11Q: 3 clusters Score -3432370 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3432709.750000 Penalty: 5033.253418
	Iteration 12Q: 3 clusters Score -3432710 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3432940.250000 Penalty: 5033.253418
	Iteration 13Q: 3 clusters Score -3432940 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3433116.750000 Penalty: 5033.253418
	Iteration 14Q: 3 clusters Score -3433117 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3433218.500000 Penalty: 5033.253418
	Iteration 15Q: 3 clusters Score -3433218 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3433275.500000 Penalty: 5033.253418
	Iteration 16Q: 3 clusters Score -3433276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3433351.000000 Penalty: 5033.253418
	Iteration 17Q: 3 clusters Score -3433351 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3433413.500000 Penalty: 5033.253418
	Iteration 18Q: 3 clusters Score -3433414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3433453.750000 Penalty: 5033.253418
	Iteration 19Q: 3 clusters Score -3433454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3433488.500000 Penalty: 5033.253418
	Iteration 20F: 3 clusters Score -3433488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3433503.000000 Penalty: 5033.253418
	Iteration 21Q: 3 clusters Score -3433503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3433522.500000 Penalty: 5033.253418
	Iteration 22Q: 3 clusters Score -3433522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3433538.500000 Penalty: 5033.253418
	Iteration 23Q: 3 clusters Score -3433538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3433551.500000 Penalty: 5033.253418
	Iteration 24Q: 3 clusters Score -3433552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3433556.250000 Penalty: 5033.253418
	Iteration 25Q: 3 clusters Score -3433556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3433571.500000 Penalty: 5033.253418
	Iteration 26Q: 3 clusters Score -3433572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3433564.750000 Penalty: 5033.253418
	Iteration 27Q: 3 clusters Score -3433565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3433562.750000 Penalty: 5033.253418
	Iteration 28Q: 3 clusters Score -3433563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3433567.500000 Penalty: 5033.253418
	Iteration 29Q: 3 clusters Score -3433568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3433571.500000 Penalty: 5033.253418
	Iteration 30Q: 3 clusters Score -3433572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3433567.500000 Penalty: 5033.253418
	Iteration 31Q: 3 clusters Score -3433568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3433568.750000 Penalty: 5033.253418
	Iteration 32Q: 3 clusters Score -3433569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3433568.750000 Penalty: 5033.253418
	Iteration 33F: 3 clusters Score -3433569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Entering Unmasked Estep 
Score: -9167105.000000 Penalty: 2761.696533
	Iteration 0F: 2 clusters Score -9167105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -9121189.000000 Penalty: 5523.393066
	Iteration 0F: 3 clusters Score -9121189 nChanged 32020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -9138978.000000 Penalty: 5523.393066
	Iteration 1F: 3 clusters Score -9138978 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -9139570.000000 Penalty: 5523.393066
	Iteration 2Q: 3 clusters Score -9139570 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -9140247.000000 Penalty: 5523.393066
	Iteration 3Q: 3 clusters Score -9140247 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -9140963.000000 Penalty: 5523.393066
	Iteration 4Q: 3 clusters Score -9140963 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -9141709.000000 Penalty: 5523.393066
	Iteration 5Q: 3 clusters Score -9141709 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -9142670.000000 Penalty: 5523.393066
	Iteration 6Q: 3 clusters Score -9142670 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -9143862.000000 Penalty: 5523.393066
	Iteration 7Q: 3 clusters Score -9143862 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -9145347.000000 Penalty: 5523.393066
	Iteration 8Q: 3 clusters Score -9145347 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -9147290.000000 Penalty: 5523.393066
	Iteration 9F: 3 clusters Score -9147290 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -9149621.000000 Penalty: 5523.393066
	Iteration 10F: 3 clusters Score -9149621 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -9151849.000000 Penalty: 5523.393066
	Iteration 11F: 3 clusters Score -9151849 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -9153823.000000 Penalty: 5523.393066
	Iteration 12F: 3 clusters Score -9153823 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -9154952.000000 Penalty: 5523.393066
	Iteration 13Q: 3 clusters Score -9154952 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -9155411.000000 Penalty: 5523.393066
	Iteration 14Q: 3 clusters Score -9155411 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -9155804.000000 Penalty: 5523.393066
	Iteration 15Q: 3 clusters Score -9155804 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -9156167.000000 Penalty: 5523.393066
	Iteration 16Q: 3 clusters Score -9156167 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -9156463.000000 Penalty: 5523.393066
	Iteration 17Q: 3 clusters Score -9156463 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -9156833.000000 Penalty: 5523.393066
	Iteration 18Q: 3 clusters Score -9156833 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -9157222.000000 Penalty: 5523.393066
	Iteration 19Q: 3 clusters Score -9157222 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -9157764.000000 Penalty: 5523.393066
	Iteration 20F: 3 clusters Score -9157764 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -9158230.000000 Penalty: 5523.393066
	Iteration 21Q: 3 clusters Score -9158230 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -9158723.000000 Penalty: 5523.393066
	Iteration 22Q: 3 clusters Score -9158723 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -9159183.000000 Penalty: 5523.393066
	Iteration 23Q: 3 clusters Score -9159183 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -9159745.000000 Penalty: 5523.393066
	Iteration 24Q: 3 clusters Score -9159745 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -9160231.000000 Penalty: 5523.393066
	Iteration 25Q: 3 clusters Score -9160231 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -9160763.000000 Penalty: 5523.393066
	Iteration 26Q: 3 clusters Score -9160763 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -9161212.000000 Penalty: 5523.393066
	Iteration 27Q: 3 clusters Score -9161212 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -9161762.000000 Penalty: 5523.393066
	Iteration 28Q: 3 clusters Score -9161762 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -9162232.000000 Penalty: 5523.393066
	Iteration 29Q: 3 clusters Score -9162232 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -9162594.000000 Penalty: 5523.393066
	Iteration 30Q: 3 clusters Score -9162594 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -9162944.000000 Penalty: 5523.393066
	Iteration 31Q: 3 clusters Score -9162944 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -9163268.000000 Penalty: 5523.393066
	Iteration 32Q: 3 clusters Score -9163268 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -9163551.000000 Penalty: 5523.393066
	Iteration 33Q: 3 clusters Score -9163551 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -9163817.000000 Penalty: 5523.393066
	Iteration 34Q: 3 clusters Score -9163817 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -9164130.000000 Penalty: 5523.393066
	Iteration 35Q: 3 clusters Score -9164130 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -9164393.000000 Penalty: 5523.393066
	Iteration 36Q: 3 clusters Score -9164393 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -9164579.000000 Penalty: 5523.393066
	Iteration 37Q: 3 clusters Score -9164579 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -9164765.000000 Penalty: 5523.393066
	Iteration 38Q: 3 clusters Score -9164765 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -9164885.000000 Penalty: 5523.393066
	Iteration 39Q: 3 clusters Score -9164885 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -9165023.000000 Penalty: 5523.393066
	Iteration 40F: 3 clusters Score -9165023 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -9165087.000000 Penalty: 5523.393066
	Iteration 41Q: 3 clusters Score -9165087 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9165185.000000 Penalty: 5523.393066
	Iteration 42Q: 3 clusters Score -9165185 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -9165284.000000 Penalty: 5523.393066
	Iteration 43Q: 3 clusters Score -9165284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9165325.000000 Penalty: 5523.393066
	Iteration 44Q: 3 clusters Score -9165325 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9165393.000000 Penalty: 5523.393066
	Iteration 45Q: 3 clusters Score -9165393 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9165461.000000 Penalty: 5523.393066
	Iteration 46Q: 3 clusters Score -9165461 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9165492.000000 Penalty: 5523.393066
	Iteration 47Q: 3 clusters Score -9165492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9165530.000000 Penalty: 5523.393066
	Iteration 48Q: 3 clusters Score -9165530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9165577.000000 Penalty: 5523.393066
	Iteration 49Q: 3 clusters Score -9165577 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9165588.000000 Penalty: 5523.393066
	Iteration 50Q: 3 clusters Score -9165588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67085 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9165607.000000 Penalty: 5523.393066
	Iteration 51Q: 3 clusters Score -9165607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9165620.000000 Penalty: 5523.393066
	Iteration 52Q: 3 clusters Score -9165620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9165638.000000 Penalty: 5523.393066
	Iteration 53Q: 3 clusters Score -9165638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9165660.000000 Penalty: 5523.393066
	Iteration 54Q: 3 clusters Score -9165660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9165664.000000 Penalty: 5523.393066
	Iteration 55Q: 3 clusters Score -9165664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9165664.000000 Penalty: 5523.393066
	Iteration 56Q: 3 clusters Score -9165664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9165680.000000 Penalty: 5523.393066
	Iteration 57Q: 3 clusters Score -9165680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9165721.000000 Penalty: 5523.393066
	Iteration 58Q: 3 clusters Score -9165721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9165737.000000 Penalty: 5523.393066
	Iteration 59Q: 3 clusters Score -9165737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9165744.000000 Penalty: 5523.393066
	Iteration 60F: 3 clusters Score -9165744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9165765.000000 Penalty: 5523.393066
	Iteration 61Q: 3 clusters Score -9165765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9165765.000000 Penalty: 5523.393066
	Iteration 62Q: 3 clusters Score -9165765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9165773.000000 Penalty: 5523.393066
	Iteration 63Q: 3 clusters Score -9165773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9165781.000000 Penalty: 5523.393066
	Iteration 64Q: 3 clusters Score -9165781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9165791.000000 Penalty: 5523.393066
	Iteration 65Q: 3 clusters Score -9165791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9165812.000000 Penalty: 5523.393066
	Iteration 66Q: 3 clusters Score -9165812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9165810.000000 Penalty: 5523.393066
	Iteration 67Q: 3 clusters Score -9165810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67572 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9165824.000000 Penalty: 5523.393066
	Iteration 68Q: 3 clusters Score -9165824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9165834.000000 Penalty: 5523.393066
	Iteration 69Q: 3 clusters Score -9165834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9165839.000000 Penalty: 5523.393066
	Iteration 70Q: 3 clusters Score -9165839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9165847.000000 Penalty: 5523.393066
	Iteration 71Q: 3 clusters Score -9165847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9165849.000000 Penalty: 5523.393066
	Iteration 72Q: 3 clusters Score -9165849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9165851.000000 Penalty: 5523.393066
	Iteration 73Q: 3 clusters Score -9165851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9165846.000000 Penalty: 5523.393066
	Iteration 74Q: 3 clusters Score -9165846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9165846.000000 Penalty: 5523.393066
	Iteration 75F: 3 clusters Score -9165846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66250.632812 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66250.63 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66738.656250 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66738.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66952.593750 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -66952.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67127.601562 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -67127.6 nChanged 23
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: -67198.578125 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -67198.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67241.937500 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67241.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67308.421875 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -67308.42 nChanged 20
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: -67397.679688 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -67397.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67460.953125 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -67460.95 nChanged 26
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: -67588.773438 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -67588.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67763.648438 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -67763.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67915.117188 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -67915.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67977.132812 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -67977.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67994.414062 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -67994.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68012.648438 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -68012.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68052.570312 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -68052.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68080.570312 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -68080.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68096.679688 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -68096.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68105.804688 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -68105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68108.632812 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -68108.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68109.937500 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -68109.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68115.062500 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -68115.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68119.679688 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -68119.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68127.195312 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -68127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68129.125000 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -68129.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68129.125000 Penalty: 3193.125000
	Iteration 25F: 3 clusters Score -68129.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15165 members 
Mstep: Class 3 contains 208859 members 
Mstep: Class 4 contains 49846 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195959 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25532 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 86865 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 252 members 
Entering Unmasked Estep 
Score: -133217672.000000 Penalty: 92692.289062
Splitting cluster 17 changes total score from -133219384.000000 to -133217672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (86865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Entering Unmasked Estep 
Score: -11348795.000000 Penalty: 2820.283447
	Iteration 0F: 2 clusters Score -1.13488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -11290459.000000 Penalty: 5640.566895
	Iteration 0F: 3 clusters Score -1.129046e+07 nChanged 41094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -11313857.000000 Penalty: 5640.566895
	Iteration 1F: 3 clusters Score -1.131386e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -11314659.000000 Penalty: 5640.566895
	Iteration 2Q: 3 clusters Score -1.131466e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -11315429.000000 Penalty: 5640.566895
	Iteration 3Q: 3 clusters Score -1.131543e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -11316305.000000 Penalty: 5640.566895
	Iteration 4Q: 3 clusters Score -1.13163e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -11317625.000000 Penalty: 5640.566895
	Iteration 5Q: 3 clusters Score -1.131762e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -11319439.000000 Penalty: 5640.566895
	Iteration 6Q: 3 clusters Score -1.131944e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -11322025.000000 Penalty: 5640.566895
	Iteration 7F: 3 clusters Score -1.132202e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -11325307.000000 Penalty: 5640.566895
	Iteration 8F: 3 clusters Score -1.132531e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -11328792.000000 Penalty: 5640.566895
	Iteration 9F: 3 clusters Score -1.132879e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -11331634.000000 Penalty: 5640.566895
	Iteration 10F: 3 clusters Score -1.133163e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -11333402.000000 Penalty: 5640.566895
	Iteration 11Q: 3 clusters Score -1.13334e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -11334547.000000 Penalty: 5640.566895
	Iteration 12Q: 3 clusters Score -1.133455e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -11335434.000000 Penalty: 5640.566895
	Iteration 13Q: 3 clusters Score -1.133543e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -11336265.000000 Penalty: 5640.566895
	Iteration 14Q: 3 clusters Score -1.133626e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -11337354.000000 Penalty: 5640.566895
	Iteration 15Q: 3 clusters Score -1.133735e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -11338578.000000 Penalty: 5640.566895
	Iteration 16Q: 3 clusters Score -1.133858e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -11339755.000000 Penalty: 5640.566895
	Iteration 17Q: 3 clusters Score -1.133976e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -11340717.000000 Penalty: 5640.566895
	Iteration 18Q: 3 clusters Score -1.134072e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -11341481.000000 Penalty: 5640.566895
	Iteration 19Q: 3 clusters Score -1.134148e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -11341936.000000 Penalty: 5640.566895
	Iteration 20F: 3 clusters Score -1.134194e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -11342270.000000 Penalty: 5640.566895
	Iteration 21Q: 3 clusters Score -1.134227e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -11342480.000000 Penalty: 5640.566895
	Iteration 22Q: 3 clusters Score -1.134248e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -11342648.000000 Penalty: 5640.566895
	Iteration 23Q: 3 clusters Score -1.134265e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -11342814.000000 Penalty: 5640.566895
	Iteration 24Q: 3 clusters Score -1.134281e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -11342946.000000 Penalty: 5640.566895
	Iteration 25Q: 3 clusters Score -1.134295e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -11343091.000000 Penalty: 5640.566895
	Iteration 26Q: 3 clusters Score -1.134309e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -11343143.000000 Penalty: 5640.566895
	Iteration 27Q: 3 clusters Score -1.134314e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -11343269.000000 Penalty: 5640.566895
	Iteration 28Q: 3 clusters Score -1.134327e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -11343322.000000 Penalty: 5640.566895
	Iteration 29Q: 3 clusters Score -1.134332e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -11343395.000000 Penalty: 5640.566895
	Iteration 30Q: 3 clusters Score -1.13434e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -11343538.000000 Penalty: 5640.566895
	Iteration 31Q: 3 clusters Score -1.134354e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -11343634.000000 Penalty: 5640.566895
	Iteration 32Q: 3 clusters Score -1.134363e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -11343714.000000 Penalty: 5640.566895
	Iteration 33Q: 3 clusters Score -1.134371e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -11343872.000000 Penalty: 5640.566895
	Iteration 34Q: 3 clusters Score -1.134387e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -11343998.000000 Penalty: 5640.566895
	Iteration 35Q: 3 clusters Score -1.1344e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -11344065.000000 Penalty: 5640.566895
	Iteration 36Q: 3 clusters Score -1.134406e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -11344288.000000 Penalty: 5640.566895
	Iteration 37Q: 3 clusters Score -1.134429e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -11344477.000000 Penalty: 5640.566895
	Iteration 38Q: 3 clusters Score -1.134448e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -11344717.000000 Penalty: 5640.566895
	Iteration 39Q: 3 clusters Score -1.134472e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -11345103.000000 Penalty: 5640.566895
	Iteration 40F: 3 clusters Score -1.13451e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -11345562.000000 Penalty: 5640.566895
	Iteration 41Q: 3 clusters Score -1.134556e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -11346094.000000 Penalty: 5640.566895
	Iteration 42Q: 3 clusters Score -1.134609e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -11346535.000000 Penalty: 5640.566895
	Iteration 43Q: 3 clusters Score -1.134654e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -11346962.000000 Penalty: 5640.566895
	Iteration 44Q: 3 clusters Score -1.134696e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -11347201.000000 Penalty: 5640.566895
	Iteration 45Q: 3 clusters Score -1.13472e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -11347425.000000 Penalty: 5640.566895
	Iteration 46Q: 3 clusters Score -1.134742e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -11347553.000000 Penalty: 5640.566895
	Iteration 47Q: 3 clusters Score -1.134755e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -11347604.000000 Penalty: 5640.566895
	Iteration 48Q: 3 clusters Score -1.13476e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -11347682.000000 Penalty: 5640.566895
	Iteration 49Q: 3 clusters Score -1.134768e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -11347734.000000 Penalty: 5640.566895
	Iteration 50Q: 3 clusters Score -1.134773e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -11347795.000000 Penalty: 5640.566895
	Iteration 51Q: 3 clusters Score -1.13478e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -11347785.000000 Penalty: 5640.566895
	Iteration 52Q: 3 clusters Score -1.134778e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -11347786.000000 Penalty: 5640.566895
	Iteration 53Q: 3 clusters Score -1.134779e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -11347824.000000 Penalty: 5640.566895
	Iteration 54Q: 3 clusters Score -1.134782e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -11347829.000000 Penalty: 5640.566895
	Iteration 55Q: 3 clusters Score -1.134783e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -11347820.000000 Penalty: 5640.566895
	Iteration 56Q: 3 clusters Score -1.134782e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -11347842.000000 Penalty: 5640.566895
	Iteration 57Q: 3 clusters Score -1.134784e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -11347863.000000 Penalty: 5640.566895
	Iteration 58Q: 3 clusters Score -1.134786e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -11347859.000000 Penalty: 5640.566895
	Iteration 59Q: 3 clusters Score -1.134786e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -11347862.000000 Penalty: 5640.566895
	Iteration 60F: 3 clusters Score -1.134786e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -11347854.000000 Penalty: 5640.566895
	Iteration 61Q: 3 clusters Score -1.134785e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -11347863.000000 Penalty: 5640.566895
	Iteration 62Q: 3 clusters Score -1.134786e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -11347857.000000 Penalty: 5640.566895
	Iteration 63Q: 3 clusters Score -1.134786e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -11347849.000000 Penalty: 5640.566895
	Iteration 64Q: 3 clusters Score -1.134785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -11347838.000000 Penalty: 5640.566895
	Iteration 65Q: 3 clusters Score -1.134784e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -11347839.000000 Penalty: 5640.566895
	Iteration 66Q: 3 clusters Score -1.134784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -11347848.000000 Penalty: 5640.566895
	Iteration 67Q: 3 clusters Score -1.134785e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -11347846.000000 Penalty: 5640.566895
	Iteration 68Q: 3 clusters Score -1.134785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -11347850.000000 Penalty: 5640.566895
	Iteration 69Q: 3 clusters Score -1.134785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -11347842.000000 Penalty: 5640.566895
	Iteration 70Q: 3 clusters Score -1.134784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -11347857.000000 Penalty: 5640.566895
	Iteration 71Q: 3 clusters Score -1.134786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -11347853.000000 Penalty: 5640.566895
	Iteration 72Q: 3 clusters Score -1.134785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -11347860.000000 Penalty: 5640.566895
	Iteration 73Q: 3 clusters Score -1.134786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -11347866.000000 Penalty: 5640.566895
	Iteration 74Q: 3 clusters Score -1.134787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -11347855.000000 Penalty: 5640.566895
	Iteration 75Q: 3 clusters Score -1.134786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -11347855.000000 Penalty: 5640.566895
	Iteration 76Q: 3 clusters Score -1.134786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -11347865.000000 Penalty: 5640.566895
	Iteration 77Q: 3 clusters Score -1.134786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -11347872.000000 Penalty: 5640.566895
	Iteration 78Q: 3 clusters Score -1.134787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -11347869.000000 Penalty: 5640.566895
	Iteration 79Q: 3 clusters Score -1.134787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -11347869.000000 Penalty: 5640.566895
	Iteration 80F: 3 clusters Score -1.134787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (191524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191524 members 
Entering Unmasked Estep 
Score: -25346204.000000 Penalty: 3016.366455
	Iteration 0F: 2 clusters Score -2.53462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -25238294.000000 Penalty: 6032.732910
	Iteration 0F: 3 clusters Score -2.523829e+07 nChanged 91912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97995 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -25292330.000000 Penalty: 6032.732910
	Iteration 1F: 3 clusters Score -2.529233e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -25293486.000000 Penalty: 6032.732910
	Iteration 2Q: 3 clusters Score -2.529349e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -25294998.000000 Penalty: 6032.732910
	Iteration 3Q: 3 clusters Score -2.5295e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -25297456.000000 Penalty: 6032.732910
	Iteration 4Q: 3 clusters Score -2.529746e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 77096 members 
Entering Unmasked Estep 
Score: -25301320.000000 Penalty: 6032.732910
	Iteration 5Q: 3 clusters Score -2.530132e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123605 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -25306996.000000 Penalty: 6032.732910
	Iteration 6F: 3 clusters Score -2.5307e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -25314508.000000 Penalty: 6032.732910
	Iteration 7F: 3 clusters Score -2.531451e+07 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145345 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -25322358.000000 Penalty: 6032.732910
	Iteration 8F: 3 clusters Score -2.532236e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -25330060.000000 Penalty: 6032.732910
	Iteration 9F: 3 clusters Score -2.533006e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160342 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -25335554.000000 Penalty: 6032.732910
	Iteration 10Q: 3 clusters Score -2.533555e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164535 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -25338684.000000 Penalty: 6032.732910
	Iteration 11Q: 3 clusters Score -2.533868e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167592 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -25340106.000000 Penalty: 6032.732910
	Iteration 12Q: 3 clusters Score -2.534011e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -25341062.000000 Penalty: 6032.732910
	Iteration 13Q: 3 clusters Score -2.534106e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172566 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -25342030.000000 Penalty: 6032.732910
	Iteration 14Q: 3 clusters Score -2.534203e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174861 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -25342518.000000 Penalty: 6032.732910
	Iteration 15Q: 3 clusters Score -2.534252e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177093 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -25343004.000000 Penalty: 6032.732910
	Iteration 16Q: 3 clusters Score -2.5343e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179117 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -25343474.000000 Penalty: 6032.732910
	Iteration 17Q: 3 clusters Score -2.534347e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180964 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -25343630.000000 Penalty: 6032.732910
	Iteration 18Q: 3 clusters Score -2.534363e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182450 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -25343786.000000 Penalty: 6032.732910
	Iteration 19Q: 3 clusters Score -2.534379e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183779 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -25344078.000000 Penalty: 6032.732910
	Iteration 20F: 3 clusters Score -2.534408e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184818 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -25344282.000000 Penalty: 6032.732910
	Iteration 21Q: 3 clusters Score -2.534428e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185720 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -25344418.000000 Penalty: 6032.732910
	Iteration 22Q: 3 clusters Score -2.534442e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186478 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -25344488.000000 Penalty: 6032.732910
	Iteration 23Q: 3 clusters Score -2.534449e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187050 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -25344556.000000 Penalty: 6032.732910
	Iteration 24Q: 3 clusters Score -2.534456e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187489 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -25344634.000000 Penalty: 6032.732910
	Iteration 25Q: 3 clusters Score -2.534463e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187809 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -25344642.000000 Penalty: 6032.732910
	Iteration 26Q: 3 clusters Score -2.534464e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188080 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -25344728.000000 Penalty: 6032.732910
	Iteration 27Q: 3 clusters Score -2.534473e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188291 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -25344826.000000 Penalty: 6032.732910
	Iteration 28Q: 3 clusters Score -2.534483e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188436 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -25344806.000000 Penalty: 6032.732910
	Iteration 29Q: 3 clusters Score -2.534481e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188557 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -25344852.000000 Penalty: 6032.732910
	Iteration 30Q: 3 clusters Score -2.534485e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188675 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -25344846.000000 Penalty: 6032.732910
	Iteration 31Q: 3 clusters Score -2.534485e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188751 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -25344878.000000 Penalty: 6032.732910
	Iteration 32Q: 3 clusters Score -2.534488e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188826 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -25344926.000000 Penalty: 6032.732910
	Iteration 33Q: 3 clusters Score -2.534493e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188871 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -25344980.000000 Penalty: 6032.732910
	Iteration 34Q: 3 clusters Score -2.534498e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188914 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -25345024.000000 Penalty: 6032.732910
	Iteration 35Q: 3 clusters Score -2.534502e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188945 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -25344996.000000 Penalty: 6032.732910
	Iteration 36Q: 3 clusters Score -2.5345e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -25344988.000000 Penalty: 6032.732910
	Iteration 37Q: 3 clusters Score -2.534499e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -25344964.000000 Penalty: 6032.732910
	Iteration 38Q: 3 clusters Score -2.534496e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188995 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -25344946.000000 Penalty: 6032.732910
	Iteration 39Q: 3 clusters Score -2.534495e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188998 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -25344984.000000 Penalty: 6032.732910
	Iteration 40F: 3 clusters Score -2.534498e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188993 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -25345006.000000 Penalty: 6032.732910
	Iteration 41Q: 3 clusters Score -2.534501e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189000 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -25345020.000000 Penalty: 6032.732910
	Iteration 42Q: 3 clusters Score -2.534502e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189001 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -25345004.000000 Penalty: 6032.732910
	Iteration 43Q: 3 clusters Score -2.5345e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189002 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -25345024.000000 Penalty: 6032.732910
	Iteration 44Q: 3 clusters Score -2.534502e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189008 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -25345042.000000 Penalty: 6032.732910
	Iteration 45Q: 3 clusters Score -2.534504e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189009 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -25345052.000000 Penalty: 6032.732910
	Iteration 46Q: 3 clusters Score -2.534505e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189010 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -25345070.000000 Penalty: 6032.732910
	Iteration 47Q: 3 clusters Score -2.534507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189013 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -25345052.000000 Penalty: 6032.732910
	Iteration 48Q: 3 clusters Score -2.534505e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189012 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -25345066.000000 Penalty: 6032.732910
	Iteration 49Q: 3 clusters Score -2.534507e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189015 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -25345070.000000 Penalty: 6032.732910
	Iteration 50Q: 3 clusters Score -2.534507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189021 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -25345082.000000 Penalty: 6032.732910
	Iteration 51Q: 3 clusters Score -2.534508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189022 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -25345082.000000 Penalty: 6032.732910
	Iteration 52Q: 3 clusters Score -2.534508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189021 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -25345098.000000 Penalty: 6032.732910
	Iteration 53Q: 3 clusters Score -2.53451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189026 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -25345100.000000 Penalty: 6032.732910
	Iteration 54Q: 3 clusters Score -2.53451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189028 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -25345110.000000 Penalty: 6032.732910
	Iteration 55Q: 3 clusters Score -2.534511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189029 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25345096.000000 Penalty: 6032.732910
	Iteration 56Q: 3 clusters Score -2.53451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189030 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -25345084.000000 Penalty: 6032.732910
	Iteration 57Q: 3 clusters Score -2.534508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189029 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25345090.000000 Penalty: 6032.732910
	Iteration 58Q: 3 clusters Score -2.534509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189029 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25345090.000000 Penalty: 6032.732910
	Iteration 59F: 3 clusters Score -2.534509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -184494.718750 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -184494.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -182247.187500 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -182247.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -182643.703125 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -182643.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -182774.750000 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -182774.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -182864.890625 Penalty: 3604.346436
	Iteration 3Q: 3 clusters Score -182864.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -182915.984375 Penalty: 3604.346436
	Iteration 4Q: 3 clusters Score -182916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -182957.500000 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -182957.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -182979.609375 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -182979.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -183000.062500 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -183000.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -183014.531250 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -183014.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -183031.062500 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -183031.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -183045.484375 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -183045.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -183060.875000 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -183060.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -183075.703125 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -183075.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -183090.578125 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -183090.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -183100.828125 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -183100.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -183115.828125 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -183115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -183128.312500 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -183128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -183137.953125 Penalty: 3604.346436
	Iteration 17Q: 3 clusters Score -183138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -183152.343750 Penalty: 3604.346436
	Iteration 18Q: 3 clusters Score -183152.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -183164.343750 Penalty: 3604.346436
	Iteration 19Q: 3 clusters Score -183164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -183174.250000 Penalty: 3604.346436
	Iteration 20F: 3 clusters Score -183174.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -183192.015625 Penalty: 3604.346436
	Iteration 21Q: 3 clusters Score -183192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -183200.187500 Penalty: 3604.346436
	Iteration 22Q: 3 clusters Score -183200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -183206.562500 Penalty: 3604.346436
	Iteration 23Q: 3 clusters Score -183206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -183213.078125 Penalty: 3604.346436
	Iteration 24Q: 3 clusters Score -183213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -183215.750000 Penalty: 3604.346436
	Iteration 25Q: 3 clusters Score -183215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -183217.500000 Penalty: 3604.346436
	Iteration 26Q: 3 clusters Score -183217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -183218.203125 Penalty: 3604.346436
	Iteration 27Q: 3 clusters Score -183218.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -183218.203125 Penalty: 3604.346436
	Iteration 28F: 3 clusters Score -183218.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -79652.390625 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -79652.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78227.109375 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -78227.11 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79005.351562 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -79005.35 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79304.101562 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -79304.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79447.265625 Penalty: 3290.778320
	Iteration 3Q: 3 clusters Score -79447.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79649.562500 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -79649.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79833.289062 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -79833.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80157.507812 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -80157.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80400.812500 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -80400.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80569.992188 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -80569.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80701.062500 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -80701.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80871.281250 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -80871.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80953.671875 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -80953.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -80972.929688 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -80972.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80976.578125 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -80976.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80979.148438 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -80979.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80980.554688 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -80980.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80980.554688 Penalty: 3290.778320
	Iteration 16F: 3 clusters Score -80980.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15165 members 
Mstep: Class 3 contains 208859 members 
Mstep: Class 4 contains 49846 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195959 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25532 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86865 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 249 members 
Entering Unmasked Estep 
Score: -133218864.000000 Penalty: 92692.289062
Splitting cluster 21 changes total score from -133219384.000000 to -133218864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (37470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Entering Unmasked Estep 
Score: -5042235.000000 Penalty: 2611.761230
	Iteration 0F: 2 clusters Score -5042235 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 18832 members 
Entering Unmasked Estep 
Score: -5016814.500000 Penalty: 5223.522461
	Iteration 0F: 3 clusters Score -5016814 nChanged 17067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5026053.500000 Penalty: 5223.522461
	Iteration 1F: 3 clusters Score -5026054 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -5026627.500000 Penalty: 5223.522461
	Iteration 2Q: 3 clusters Score -5026628 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5027213.000000 Penalty: 5223.522461
	Iteration 3Q: 3 clusters Score -5027213 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -5028003.500000 Penalty: 5223.522461
	Iteration 4Q: 3 clusters Score -5028004 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5029140.000000 Penalty: 5223.522461
	Iteration 5F: 3 clusters Score -5029140 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -5030816.000000 Penalty: 5223.522461
	Iteration 6F: 3 clusters Score -5030816 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -5032947.000000 Penalty: 5223.522461
	Iteration 7F: 3 clusters Score -5032947 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -5035275.000000 Penalty: 5223.522461
	Iteration 8F: 3 clusters Score -5035275 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -5037108.000000 Penalty: 5223.522461
	Iteration 9F: 3 clusters Score -5037108 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -5038472.000000 Penalty: 5223.522461
	Iteration 10Q: 3 clusters Score -5038472 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -5039343.000000 Penalty: 5223.522461
	Iteration 11Q: 3 clusters Score -5039343 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5039876.000000 Penalty: 5223.522461
	Iteration 12Q: 3 clusters Score -5039876 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5040169.000000 Penalty: 5223.522461
	Iteration 13Q: 3 clusters Score -5040169 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -5040307.000000 Penalty: 5223.522461
	Iteration 14Q: 3 clusters Score -5040307 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5040388.000000 Penalty: 5223.522461
	Iteration 15Q: 3 clusters Score -5040388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -5040435.500000 Penalty: 5223.522461
	Iteration 16Q: 3 clusters Score -5040436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -5040467.000000 Penalty: 5223.522461
	Iteration 17Q: 3 clusters Score -5040467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -5040479.500000 Penalty: 5223.522461
	Iteration 18Q: 3 clusters Score -5040480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -5040479.000000 Penalty: 5223.522461
	Iteration 19Q: 3 clusters Score -5040479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -5040482.000000 Penalty: 5223.522461
	Iteration 20F: 3 clusters Score -5040482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -5040485.000000 Penalty: 5223.522461
	Iteration 21Q: 3 clusters Score -5040485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5040490.500000 Penalty: 5223.522461
	Iteration 22Q: 3 clusters Score -5040490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -5040497.500000 Penalty: 5223.522461
	Iteration 23Q: 3 clusters Score -5040498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -5040502.000000 Penalty: 5223.522461
	Iteration 24Q: 3 clusters Score -5040502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -5040505.000000 Penalty: 5223.522461
	Iteration 25Q: 3 clusters Score -5040505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -5040507.000000 Penalty: 5223.522461
	Iteration 26Q: 3 clusters Score -5040507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -5040505.000000 Penalty: 5223.522461
	Iteration 27Q: 3 clusters Score -5040505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -5040510.500000 Penalty: 5223.522461
	Iteration 28Q: 3 clusters Score -5040510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -5040511.000000 Penalty: 5223.522461
	Iteration 29Q: 3 clusters Score -5040511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -5040505.000000 Penalty: 5223.522461
	Iteration 30Q: 3 clusters Score -5040505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -5040507.500000 Penalty: 5223.522461
	Iteration 31Q: 3 clusters Score -5040508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -5040502.000000 Penalty: 5223.522461
	Iteration 32Q: 3 clusters Score -5040502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -5040505.500000 Penalty: 5223.522461
	Iteration 33Q: 3 clusters Score -5040506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -5040505.500000 Penalty: 5223.522461
	Iteration 34F: 3 clusters Score -5040506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -209584.515625 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -209584.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -207212.500000 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -207212.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207705.812500 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -207705.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -208052.859375 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -208052.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -208535.062500 Penalty: 3674.631348
	Iteration 3F: 3 clusters Score -208535.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -209181.875000 Penalty: 3674.631348
	Iteration 4F: 3 clusters Score -209181.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -209963.859375 Penalty: 3674.631348
	Iteration 5F: 3 clusters Score -209963.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -210447.218750 Penalty: 3674.631348
	Iteration 6F: 3 clusters Score -210447.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -210613.171875 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -210613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -210631.718750 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -210631.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -210641.078125 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -210641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -210642.187500 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -210642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -210643.906250 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -210643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -210643.906250 Penalty: 3674.631348
	Iteration 12F: 3 clusters Score -210643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15165 members 
Mstep: Class 3 contains 208859 members 
Mstep: Class 4 contains 49846 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195959 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25532 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86865 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 623 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 1027 members 
Entering Unmasked Estep 
Score: -133218736.000000 Penalty: 92692.289062
Splitting cluster 23 changes total score from -133219384.000000 to -133218736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1654846.250000 Penalty: 2341.184814
	Iteration 0F: 2 clusters Score -1654846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1645553.375000 Penalty: 4682.369629
	Iteration 0F: 3 clusters Score -1645553 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1648298.125000 Penalty: 4682.369629
	Iteration 1F: 3 clusters Score -1648298 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1648550.500000 Penalty: 4682.369629
	Iteration 2F: 3 clusters Score -1648550 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1648757.500000 Penalty: 4682.369629
	Iteration 3Q: 3 clusters Score -1648758 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1648899.625000 Penalty: 4682.369629
	Iteration 4Q: 3 clusters Score -1648900 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1649010.625000 Penalty: 4682.369629
	Iteration 5Q: 3 clusters Score -1649011 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1649102.250000 Penalty: 4682.369629
	Iteration 6Q: 3 clusters Score -1649102 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1649197.125000 Penalty: 4682.369629
	Iteration 7Q: 3 clusters Score -1649197 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1649273.500000 Penalty: 4682.369629
	Iteration 8Q: 3 clusters Score -1649274 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1649349.500000 Penalty: 4682.369629
	Iteration 9Q: 3 clusters Score -1649350 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1649425.375000 Penalty: 4682.369629
	Iteration 10Q: 3 clusters Score -1649425 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1649492.000000 Penalty: 4682.369629
	Iteration 11Q: 3 clusters Score -1649492 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1649567.875000 Penalty: 4682.369629
	Iteration 12Q: 3 clusters Score -1649568 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1649661.125000 Penalty: 4682.369629
	Iteration 13Q: 3 clusters Score -1649661 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1649747.500000 Penalty: 4682.369629
	Iteration 14Q: 3 clusters Score -1649748 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1649851.750000 Penalty: 4682.369629
	Iteration 15Q: 3 clusters Score -1649852 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1649984.875000 Penalty: 4682.369629
	Iteration 16Q: 3 clusters Score -1649985 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1651040 nChanged 247
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Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1651336 nChanged 85
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Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1651352 nChanged 75
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Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1651366 nChanged 81
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Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1651383 nChanged 67
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Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1651395 nChanged 79
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Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1651420 nChanged 73
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Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1651437 nChanged 66
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Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1651451 nChanged 65
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Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1651465 nChanged 59
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Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1651482 nChanged 52
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Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1651486 nChanged 52
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Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1651498 nChanged 46
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Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1651498 nChanged 37
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Mstep: Class 1 contains 6045 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1651504 nChanged 38
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Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1651518 nChanged 40
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Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1651522 nChanged 35
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Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6639 members 
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	Iteration 45Q: 3 clusters Score -1651528 nChanged 32
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Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1651541 nChanged 30
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Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1651546 nChanged 29
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Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1651552 nChanged 34
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Mstep: Class 1 contains 5827 members 
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	Iteration 49Q: 3 clusters Score -1651559 nChanged 46
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Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6800 members 
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	Iteration 50Q: 3 clusters Score -1651571 nChanged 55
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Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1651582 nChanged 52
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Mstep: Class 1 contains 5690 members 
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	Iteration 52Q: 3 clusters Score -1651593 nChanged 60
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Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1651612 nChanged 77
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Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1651634 nChanged 82
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Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7070 members 
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	Iteration 55Q: 3 clusters Score -1651655 nChanged 76
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7136 members 
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	Iteration 56Q: 3 clusters Score -1651677 nChanged 98
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Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1651702 nChanged 87
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Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1651730 nChanged 102
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Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7369 members 
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	Iteration 59Q: 3 clusters Score -1651764 nChanged 107
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Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7448 members 
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	Iteration 60F: 3 clusters Score -1651794 nChanged 115
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Mstep: Class 1 contains 5036 members 
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	Iteration 61Q: 3 clusters Score -1651837 nChanged 123
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Mstep: Class 1 contains 4925 members 
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	Iteration 62Q: 3 clusters Score -1651892 nChanged 132
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Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1651937 nChanged 121
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Mstep: Class 1 contains 4694 members 
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	Iteration 64Q: 3 clusters Score -1651976 nChanged 110
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Mstep: Class 1 contains 4590 members 
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	Iteration 65Q: 3 clusters Score -1652009 nChanged 100
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Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8091 members 
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	Iteration 66Q: 3 clusters Score -1652047 nChanged 118
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Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8209 members 
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	Iteration 67Q: 3 clusters Score -1652082 nChanged 95
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Mstep: Class 1 contains 4285 members 
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	Iteration 68Q: 3 clusters Score -1652109 nChanged 93
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Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 8389 members 
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	Iteration 69Q: 3 clusters Score -1652142 nChanged 95
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Mstep: Class 1 contains 4107 members 
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	Iteration 70Q: 3 clusters Score -1652169 nChanged 77
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Mstep: Class 1 contains 4032 members 
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	Iteration 71Q: 3 clusters Score -1652193 nChanged 76
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Mstep: Class 1 contains 3958 members 
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	Iteration 72Q: 3 clusters Score -1652212 nChanged 65
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Mstep: Class 1 contains 3895 members 
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	Iteration 73Q: 3 clusters Score -1652228 nChanged 67
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Mstep: Class 1 contains 3832 members 
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	Iteration 74Q: 3 clusters Score -1652249 nChanged 66
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Mstep: Class 1 contains 3766 members 
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	Iteration 75Q: 3 clusters Score -1652265 nChanged 54
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Mstep: Class 1 contains 3712 members 
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	Iteration 76Q: 3 clusters Score -1652280 nChanged 53
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Mstep: Class 1 contains 3661 members 
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	Iteration 77Q: 3 clusters Score -1652291 nChanged 55
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Mstep: Class 1 contains 3608 members 
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	Iteration 78Q: 3 clusters Score -1652294 nChanged 57
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Mstep: Class 1 contains 3555 members 
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	Iteration 79Q: 3 clusters Score -1652315 nChanged 49
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Mstep: Class 1 contains 3506 members 
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	Iteration 80F: 3 clusters Score -1652325 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3476 members 
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	Iteration 81Q: 3 clusters Score -1652332 nChanged 33
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Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9142 members 
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	Iteration 82Q: 3 clusters Score -1652339 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3418 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1652342 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3391 members 
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	Iteration 84Q: 3 clusters Score -1652353 nChanged 28
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Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9222 members 
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	Iteration 85Q: 3 clusters Score -1652356 nChanged 22
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9244 members 
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	Iteration 86Q: 3 clusters Score -1652359 nChanged 22
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Mstep: Class 1 contains 3319 members 
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	Iteration 87Q: 3 clusters Score -1652364 nChanged 24
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Mstep: Class 1 contains 3297 members 
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	Iteration 88Q: 3 clusters Score -1652368 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3273 members 
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	Iteration 89Q: 3 clusters Score -1652377 nChanged 29
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Mstep: Class 1 contains 3244 members 
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	Iteration 90Q: 3 clusters Score -1652384 nChanged 29
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Mstep: Class 1 contains 3215 members 
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	Iteration 91Q: 3 clusters Score -1652391 nChanged 23
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Mstep: Class 1 contains 3192 members 
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	Iteration 92Q: 3 clusters Score -1652399 nChanged 28
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Mstep: Class 1 contains 3164 members 
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	Iteration 93Q: 3 clusters Score -1652399 nChanged 30
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Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 9451 members 
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	Iteration 94Q: 3 clusters Score -1652407 nChanged 29
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Mstep: Class 1 contains 3105 members 
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	Iteration 95Q: 3 clusters Score -1652411 nChanged 26
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Mstep: Class 1 contains 3079 members 
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	Iteration 96Q: 3 clusters Score -1652417 nChanged 24
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Mstep: Class 1 contains 3055 members 
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	Iteration 97Q: 3 clusters Score -1652418 nChanged 16
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Mstep: Class 1 contains 3039 members 
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	Iteration 98Q: 3 clusters Score -1652420 nChanged 15
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Mstep: Class 1 contains 3024 members 
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	Iteration 99Q: 3 clusters Score -1652428 nChanged 8
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Mstep: Class 1 contains 3016 members 
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	Iteration 100F: 3 clusters Score -1652431 nChanged 10
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Mstep: Class 1 contains 3006 members 
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	Iteration 101Q: 3 clusters Score -1652433 nChanged 9
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Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1652436 nChanged 13
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Mstep: Class 1 contains 2984 members 
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	Iteration 103Q: 3 clusters Score -1652441 nChanged 16
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Mstep: Class 1 contains 2970 members 
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	Iteration 104Q: 3 clusters Score -1652441 nChanged 14
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Mstep: Class 1 contains 2956 members 
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	Iteration 105Q: 3 clusters Score -1652445 nChanged 12
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	Iteration 106Q: 3 clusters Score -1652448 nChanged 17
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	Iteration 107Q: 3 clusters Score -1652447 nChanged 7
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	Iteration 108Q: 3 clusters Score -1652448 nChanged 4
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Mstep: Class 1 contains 2920 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1652451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1652454.125000 Penalty: 4682.369629
	Iteration 110Q: 3 clusters Score -1652454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1652452.875000 Penalty: 4682.369629
	Iteration 111Q: 3 clusters Score -1652453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1652457.500000 Penalty: 4682.369629
	Iteration 112Q: 3 clusters Score -1652458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1652456.750000 Penalty: 4682.369629
	Iteration 113Q: 3 clusters Score -1652457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1652456.500000 Penalty: 4682.369629
	Iteration 114Q: 3 clusters Score -1652456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1652459.375000 Penalty: 4682.369629
	Iteration 115Q: 3 clusters Score -1652459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1652458.625000 Penalty: 4682.369629
	Iteration 116Q: 3 clusters Score -1652459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1652457.875000 Penalty: 4682.369629
	Iteration 117Q: 3 clusters Score -1652458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1652455.875000 Penalty: 4682.369629
	Iteration 118Q: 3 clusters Score -1652456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1652459.125000 Penalty: 4682.369629
	Iteration 119Q: 3 clusters Score -1652459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1652459.125000 Penalty: 4682.369629
	Iteration 120F: 3 clusters Score -1652459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1652458.125000 Penalty: 4682.369629
	Iteration 121Q: 3 clusters Score -1652458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1652457.875000 Penalty: 4682.369629
	Iteration 122Q: 3 clusters Score -1652458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1652459.375000 Penalty: 4682.369629
	Iteration 123Q: 3 clusters Score -1652459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1652459.375000 Penalty: 4682.369629
	Iteration 124F: 3 clusters Score -1652459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 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 329 members 
Entering Unmasked Estep 
Score: -74197.265625 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74197.27 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74701.328125 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74701.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74920.273438 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -74920.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75066.476562 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75066.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75219.148438 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -75219.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -75447.500000 Penalty: 3261.237549
	Iteration 5F: 3 clusters Score -75447.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -75662.710938 Penalty: 3261.237549
	Iteration 6F: 3 clusters Score -75662.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -75774.351562 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -75774.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -75886.390625 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -75886.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -75917.710938 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -75917.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -75977.296875 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -75977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -76027.203125 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -76027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -76091.687500 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -76091.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -76173.726562 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -76173.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76311.179688 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -76311.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76467.992188 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -76467.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76477.843750 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -76477.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76477.843750 Penalty: 3261.237549
	Iteration 17F: 3 clusters Score -76477.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15165 members 
Mstep: Class 3 contains 208859 members 
Mstep: Class 4 contains 49846 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195959 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25532 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86865 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 505 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 212 members 
Entering Unmasked Estep 
Score: -133218120.000000 Penalty: 92692.289062
Splitting cluster 25 changes total score from -133219384.000000 to -133218120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Entering Unmasked Estep 
Score: -544547.875000 Penalty: 2074.397949
	Iteration 0F: 2 clusters Score -544547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -540527.312500 Penalty: 4148.795898
	Iteration 0F: 3 clusters Score -540527.3 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -541569.312500 Penalty: 4148.795898
	Iteration 1F: 3 clusters Score -541569.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -542018.500000 Penalty: 4148.795898
	Iteration 2F: 3 clusters Score -542018.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -542563.500000 Penalty: 4148.795898
	Iteration 3F: 3 clusters Score -542563.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -543192.875000 Penalty: 4148.795898
	Iteration 4F: 3 clusters Score -543192.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -543623.562500 Penalty: 4148.795898
	Iteration 5F: 3 clusters Score -543623.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -543876.875000 Penalty: 4148.795898
	Iteration 6F: 3 clusters Score -543876.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -544029.375000 Penalty: 4148.795898
	Iteration 7Q: 3 clusters Score -544029.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -544175.437500 Penalty: 4148.795898
	Iteration 8Q: 3 clusters Score -544175.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -544296.750000 Penalty: 4148.795898
	Iteration 9Q: 3 clusters Score -544296.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -544398.687500 Penalty: 4148.795898
	Iteration 10Q: 3 clusters Score -544398.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -544461.562500 Penalty: 4148.795898
	Iteration 11Q: 3 clusters Score -544461.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -544504.750000 Penalty: 4148.795898
	Iteration 12Q: 3 clusters Score -544504.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -544527.000000 Penalty: 4148.795898
	Iteration 13Q: 3 clusters Score -544527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -544541.812500 Penalty: 4148.795898
	Iteration 14Q: 3 clusters Score -544541.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -544551.187500 Penalty: 4148.795898
	Iteration 15Q: 3 clusters Score -544551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -544555.562500 Penalty: 4148.795898
	Iteration 16Q: 3 clusters Score -544555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -544561.250000 Penalty: 4148.795898
	Iteration 17Q: 3 clusters Score -544561.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -544565.937500 Penalty: 4148.795898
	Iteration 18Q: 3 clusters Score -544565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -544568.187500 Penalty: 4148.795898
	Iteration 19Q: 3 clusters Score -544568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -544580.812500 Penalty: 4148.795898
	Iteration 20F: 3 clusters Score -544580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -544586.750000 Penalty: 4148.795898
	Iteration 21Q: 3 clusters Score -544586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -544586.375000 Penalty: 4148.795898
	Iteration 22Q: 3 clusters Score -544586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -544586.562500 Penalty: 4148.795898
	Iteration 23Q: 3 clusters Score -544586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -544588.062500 Penalty: 4148.795898
	Iteration 24Q: 3 clusters Score -544588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -544588.187500 Penalty: 4148.795898
	Iteration 25Q: 3 clusters Score -544588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -544587.812500 Penalty: 4148.795898
	Iteration 26Q: 3 clusters Score -544587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -544588.750000 Penalty: 4148.795898
	Iteration 27Q: 3 clusters Score -544588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -544588.937500 Penalty: 4148.795898
	Iteration 28Q: 3 clusters Score -544588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -544589.625000 Penalty: 4148.795898
	Iteration 29Q: 3 clusters Score -544589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -544588.875000 Penalty: 4148.795898
	Iteration 30Q: 3 clusters Score -544588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -544588.875000 Penalty: 4148.795898
	Iteration 31F: 3 clusters Score -544588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15165 members 
Mstep: Class 3 contains 208859 members 
Mstep: Class 4 contains 49846 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195959 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25532 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86865 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 2260 members 
Mstep: Class 27 contains 2032 members 
Entering Unmasked Estep 
Score: -133217840.000000 Penalty: 92692.289062
Splitting cluster 26 changes total score from -133219384.000000 to -133217840.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15165 members 
Mstep: Class 3 contains 208859 members 
Mstep: Class 4 contains 49846 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 195959 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 25532 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86865 members 
Mstep: Class 19 contains 191524 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219304.000000 Penalty: 89259.242188
Iteration 119Q: 27 clusters Score -1.332193e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 15241 members 
Mstep: Class 3 contains 208714 members 
Mstep: Class 4 contains 49880 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18464 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 196035 members 
Mstep: Class 10 contains 11573 members 
Mstep: Class 11 contains 39466 members 
Mstep: Class 12 contains 7009 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 25522 members 
Mstep: Class 16 contains 68519 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86857 members 
Mstep: Class 19 contains 191531 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12584 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219264.000000 Penalty: 89259.242188
Iteration 120F: 27 clusters Score -1.332193e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 15299 members 
Mstep: Class 3 contains 208574 members 
Mstep: Class 4 contains 49891 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18455 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 196120 members 
Mstep: Class 10 contains 11562 members 
Mstep: Class 11 contains 39497 members 
Mstep: Class 12 contains 7007 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39363 members 
Mstep: Class 15 contains 25521 members 
Mstep: Class 16 contains 68463 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86861 members 
Mstep: Class 19 contains 191543 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37468 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12584 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219296.000000 Penalty: 89259.242188
Iteration 121Q: 27 clusters Score -1.332193e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 208491 members 
Mstep: Class 4 contains 49889 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 18451 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 196163 members 
Mstep: Class 10 contains 11556 members 
Mstep: Class 11 contains 39511 members 
Mstep: Class 12 contains 7005 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39352 members 
Mstep: Class 15 contains 25516 members 
Mstep: Class 16 contains 68388 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86878 members 
Mstep: Class 19 contains 191551 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12591 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219040.000000 Penalty: 89259.242188
Iteration 122Q: 27 clusters Score -1.33219e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15433 members 
Mstep: Class 3 contains 208396 members 
Mstep: Class 4 contains 49901 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 18442 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196210 members 
Mstep: Class 10 contains 11549 members 
Mstep: Class 11 contains 39540 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39347 members 
Mstep: Class 15 contains 25503 members 
Mstep: Class 16 contains 68324 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86883 members 
Mstep: Class 19 contains 191557 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37472 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12591 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219016.000000 Penalty: 89259.242188
Iteration 123Q: 27 clusters Score -1.33219e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15504 members 
Mstep: Class 3 contains 208331 members 
Mstep: Class 4 contains 49909 members 
Mstep: Class 5 contains 1699 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 18432 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196225 members 
Mstep: Class 10 contains 11546 members 
Mstep: Class 11 contains 39588 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39344 members 
Mstep: Class 15 contains 25492 members 
Mstep: Class 16 contains 68243 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86877 members 
Mstep: Class 19 contains 191564 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37473 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219320.000000 Penalty: 89259.242188
Iteration 124Q: 27 clusters Score -1.332193e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 15561 members 
Mstep: Class 3 contains 208236 members 
Mstep: Class 4 contains 49914 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 18424 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196290 members 
Mstep: Class 10 contains 11541 members 
Mstep: Class 11 contains 39637 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39336 members 
Mstep: Class 15 contains 25483 members 
Mstep: Class 16 contains 68164 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86881 members 
Mstep: Class 19 contains 191572 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37473 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219384.000000 Penalty: 89259.242188
Iteration 125Q: 27 clusters Score -1.332194e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 208144 members 
Mstep: Class 4 contains 49929 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 18415 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196324 members 
Mstep: Class 10 contains 11534 members 
Mstep: Class 11 contains 39672 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 25477 members 
Mstep: Class 16 contains 68105 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86885 members 
Mstep: Class 19 contains 191573 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37489 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219456.000000 Penalty: 89259.242188
Iteration 126Q: 27 clusters Score -1.332195e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 208063 members 
Mstep: Class 4 contains 49964 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18413 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196338 members 
Mstep: Class 10 contains 11527 members 
Mstep: Class 11 contains 39708 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 25468 members 
Mstep: Class 16 contains 68035 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86891 members 
Mstep: Class 19 contains 191576 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37495 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219392.000000 Penalty: 89259.242188
Iteration 127Q: 27 clusters Score -1.332194e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 15722 members 
Mstep: Class 3 contains 208029 members 
Mstep: Class 4 contains 49975 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18412 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196354 members 
Mstep: Class 10 contains 11520 members 
Mstep: Class 11 contains 39741 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39322 members 
Mstep: Class 15 contains 25459 members 
Mstep: Class 16 contains 67958 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86875 members 
Mstep: Class 19 contains 191576 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37495 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12596 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219472.000000 Penalty: 89259.242188
Iteration 128Q: 27 clusters Score -1.332195e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 15771 members 
Mstep: Class 3 contains 208042 members 
Mstep: Class 4 contains 49980 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18414 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196341 members 
Mstep: Class 10 contains 11515 members 
Mstep: Class 11 contains 39784 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39312 members 
Mstep: Class 15 contains 25451 members 
Mstep: Class 16 contains 67866 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86854 members 
Mstep: Class 19 contains 191582 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37501 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 12595 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219648.000000 Penalty: 89259.242188
Iteration 129Q: 27 clusters Score -1.332196e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 15826 members 
Mstep: Class 3 contains 208080 members 
Mstep: Class 4 contains 49987 members 
Mstep: Class 5 contains 1694 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18416 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196330 members 
Mstep: Class 10 contains 11514 members 
Mstep: Class 11 contains 39807 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39303 members 
Mstep: Class 15 contains 25441 members 
Mstep: Class 16 contains 67786 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86814 members 
Mstep: Class 19 contains 191586 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37502 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219944.000000 Penalty: 89259.242188
Iteration 130Q: 27 clusters Score -1.332199e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 15887 members 
Mstep: Class 3 contains 208078 members 
Mstep: Class 4 contains 49993 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18415 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196338 members 
Mstep: Class 10 contains 11512 members 
Mstep: Class 11 contains 39825 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 15 contains 25439 members 
Mstep: Class 16 contains 67702 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86798 members 
Mstep: Class 19 contains 191591 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37500 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220000.000000 Penalty: 89259.242188
Iteration 131Q: 27 clusters Score -1.3322e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 15949 members 
Mstep: Class 3 contains 208085 members 
Mstep: Class 4 contains 49992 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18420 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196340 members 
Mstep: Class 10 contains 11509 members 
Mstep: Class 11 contains 39845 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 15 contains 25443 members 
Mstep: Class 16 contains 67615 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86760 members 
Mstep: Class 19 contains 191599 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37493 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220080.000000 Penalty: 89259.242188
Iteration 132Q: 27 clusters Score -1.332201e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 16005 members 
Mstep: Class 3 contains 208090 members 
Mstep: Class 4 contains 49990 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18424 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196330 members 
Mstep: Class 10 contains 11503 members 
Mstep: Class 11 contains 39873 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39294 members 
Mstep: Class 15 contains 25449 members 
Mstep: Class 16 contains 67549 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86727 members 
Mstep: Class 19 contains 191599 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37486 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133219968.000000 Penalty: 89259.242188
Iteration 133Q: 27 clusters Score -1.3322e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 16061 members 
Mstep: Class 3 contains 208162 members 
Mstep: Class 4 contains 50001 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18434 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196247 members 
Mstep: Class 10 contains 11501 members 
Mstep: Class 11 contains 39893 members 
Mstep: Class 12 contains 6989 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39290 members 
Mstep: Class 15 contains 25452 members 
Mstep: Class 16 contains 67499 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86684 members 
Mstep: Class 19 contains 191600 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37489 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12588 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220176.000000 Penalty: 89259.242188
Iteration 134Q: 27 clusters Score -1.332202e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 16112 members 
Mstep: Class 3 contains 208226 members 
Mstep: Class 4 contains 50001 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18432 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196191 members 
Mstep: Class 10 contains 11501 members 
Mstep: Class 11 contains 39913 members 
Mstep: Class 12 contains 6987 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39285 members 
Mstep: Class 15 contains 25465 members 
Mstep: Class 16 contains 67453 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86635 members 
Mstep: Class 19 contains 191599 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37479 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12587 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220184.000000 Penalty: 89259.242188
Iteration 135Q: 27 clusters Score -1.332202e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 16166 members 
Mstep: Class 3 contains 208260 members 
Mstep: Class 4 contains 50012 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18430 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196134 members 
Mstep: Class 10 contains 11501 members 
Mstep: Class 11 contains 39944 members 
Mstep: Class 12 contains 6983 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39278 members 
Mstep: Class 15 contains 25480 members 
Mstep: Class 16 contains 67407 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86591 members 
Mstep: Class 19 contains 191599 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37472 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12587 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220448.000000 Penalty: 89259.242188
Iteration 136Q: 27 clusters Score -1.332204e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 16223 members 
Mstep: Class 3 contains 208282 members 
Mstep: Class 4 contains 50026 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18431 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196104 members 
Mstep: Class 10 contains 11501 members 
Mstep: Class 11 contains 39955 members 
Mstep: Class 12 contains 6978 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39272 members 
Mstep: Class 15 contains 25493 members 
Mstep: Class 16 contains 67345 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86540 members 
Mstep: Class 19 contains 191607 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37469 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220296.000000 Penalty: 89259.242188
Iteration 137Q: 27 clusters Score -1.332203e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 16282 members 
Mstep: Class 3 contains 208275 members 
Mstep: Class 4 contains 50062 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 18430 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196101 members 
Mstep: Class 10 contains 11500 members 
Mstep: Class 11 contains 39971 members 
Mstep: Class 12 contains 6976 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 25506 members 
Mstep: Class 16 contains 67297 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86455 members 
Mstep: Class 19 contains 191621 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37456 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220352.000000 Penalty: 89259.242188
Iteration 138Q: 27 clusters Score -1.332204e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 16339 members 
Mstep: Class 3 contains 208221 members 
Mstep: Class 4 contains 50101 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 18429 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196144 members 
Mstep: Class 10 contains 11497 members 
Mstep: Class 11 contains 39996 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 25514 members 
Mstep: Class 16 contains 67258 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86371 members 
Mstep: Class 19 contains 191636 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37435 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 12600 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220224.000000 Penalty: 89259.242188
Iteration 139Q: 27 clusters Score -1.332202e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 16390 members 
Mstep: Class 3 contains 208148 members 
Mstep: Class 4 contains 50140 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 18432 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196185 members 
Mstep: Class 10 contains 11498 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6971 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39270 members 
Mstep: Class 15 contains 25515 members 
Mstep: Class 16 contains 67221 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86310 members 
Mstep: Class 19 contains 191645 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37425 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220224.000000 Penalty: 89259.242188
Iteration 140F: 27 clusters Score -1.332202e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 16445 members 
Mstep: Class 3 contains 208054 members 
Mstep: Class 4 contains 50183 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 18426 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196249 members 
Mstep: Class 10 contains 11497 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39270 members 
Mstep: Class 15 contains 25511 members 
Mstep: Class 16 contains 67192 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86244 members 
Mstep: Class 19 contains 191654 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37421 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220032.000000 Penalty: 89259.242188
Iteration 141Q: 27 clusters Score -1.3322e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 16494 members 
Mstep: Class 3 contains 208005 members 
Mstep: Class 4 contains 50231 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 18424 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196266 members 
Mstep: Class 10 contains 11496 members 
Mstep: Class 11 contains 40099 members 
Mstep: Class 12 contains 6961 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 25494 members 
Mstep: Class 16 contains 67161 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86184 members 
Mstep: Class 19 contains 191662 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37412 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12593 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220120.000000 Penalty: 89259.242188
Iteration 142Q: 27 clusters Score -1.332201e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 16539 members 
Mstep: Class 3 contains 207989 members 
Mstep: Class 4 contains 50275 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 18425 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196262 members 
Mstep: Class 10 contains 11496 members 
Mstep: Class 11 contains 40144 members 
Mstep: Class 12 contains 6954 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 25491 members 
Mstep: Class 16 contains 67115 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86115 members 
Mstep: Class 19 contains 191666 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37400 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220024.000000 Penalty: 89259.242188
Iteration 143Q: 27 clusters Score -1.3322e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 16589 members 
Mstep: Class 3 contains 207984 members 
Mstep: Class 4 contains 50298 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 18421 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196273 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40168 members 
Mstep: Class 12 contains 6952 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39270 members 
Mstep: Class 15 contains 25483 members 
Mstep: Class 16 contains 67075 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86067 members 
Mstep: Class 19 contains 191664 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37387 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220112.000000 Penalty: 89259.242188
Iteration 144Q: 27 clusters Score -1.332201e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 16621 members 
Mstep: Class 3 contains 207942 members 
Mstep: Class 4 contains 50336 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 18417 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196310 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40186 members 
Mstep: Class 12 contains 6947 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 25484 members 
Mstep: Class 16 contains 67046 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 86019 members 
Mstep: Class 19 contains 191671 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37372 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220320.000000 Penalty: 89259.242188
Iteration 145Q: 27 clusters Score -1.332203e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 16663 members 
Mstep: Class 3 contains 207902 members 
Mstep: Class 4 contains 50368 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 18415 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196330 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40206 members 
Mstep: Class 12 contains 6945 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39270 members 
Mstep: Class 15 contains 25480 members 
Mstep: Class 16 contains 67013 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85960 members 
Mstep: Class 19 contains 191681 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37370 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220248.000000 Penalty: 89259.242188
Iteration 146Q: 27 clusters Score -1.332202e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 16704 members 
Mstep: Class 3 contains 207835 members 
Mstep: Class 4 contains 50389 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 18420 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196371 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40225 members 
Mstep: Class 12 contains 6942 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39276 members 
Mstep: Class 15 contains 25466 members 
Mstep: Class 16 contains 66989 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85911 members 
Mstep: Class 19 contains 191686 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 37372 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220280.000000 Penalty: 89259.242188
Iteration 147Q: 27 clusters Score -1.332203e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 16758 members 
Mstep: Class 3 contains 207779 members 
Mstep: Class 4 contains 50407 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 18433 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196384 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40252 members 
Mstep: Class 12 contains 6941 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39270 members 
Mstep: Class 15 contains 25457 members 
Mstep: Class 16 contains 66950 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85856 members 
Mstep: Class 19 contains 191698 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 37377 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12607 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220352.000000 Penalty: 89259.242188
Iteration 148Q: 27 clusters Score -1.332204e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 16822 members 
Mstep: Class 3 contains 207736 members 
Mstep: Class 4 contains 50426 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 18444 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196371 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40273 members 
Mstep: Class 12 contains 6940 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39272 members 
Mstep: Class 15 contains 25450 members 
Mstep: Class 16 contains 66927 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85803 members 
Mstep: Class 19 contains 191700 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37368 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12614 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220552.000000 Penalty: 89259.242188
Iteration 149Q: 27 clusters Score -1.332206e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 16884 members 
Mstep: Class 3 contains 207766 members 
Mstep: Class 4 contains 50450 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 18443 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196311 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40306 members 
Mstep: Class 12 contains 6939 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39273 members 
Mstep: Class 15 contains 25435 members 
Mstep: Class 16 contains 66904 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85738 members 
Mstep: Class 19 contains 191704 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220232.000000 Penalty: 89259.242188
Iteration 150Q: 27 clusters Score -1.332202e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 16961 members 
Mstep: Class 3 contains 207843 members 
Mstep: Class 4 contains 50458 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18435 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196194 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40338 members 
Mstep: Class 12 contains 6939 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39283 members 
Mstep: Class 15 contains 25427 members 
Mstep: Class 16 contains 66875 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85678 members 
Mstep: Class 19 contains 191707 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37354 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12627 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220232.000000 Penalty: 89259.242188
Iteration 151Q: 27 clusters Score -1.332202e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 17044 members 
Mstep: Class 3 contains 207823 members 
Mstep: Class 4 contains 50463 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18435 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196122 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40370 members 
Mstep: Class 12 contains 6938 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39280 members 
Mstep: Class 15 contains 25431 members 
Mstep: Class 16 contains 66838 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85655 members 
Mstep: Class 19 contains 191716 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37353 members 
Mstep: Class 23 contains 1642 members 
Mstep: Class 24 contains 12631 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220048.000000 Penalty: 89259.242188
Iteration 152Q: 27 clusters Score -1.3322e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 17126 members 
Mstep: Class 3 contains 207767 members 
Mstep: Class 4 contains 50486 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18438 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196108 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 40406 members 
Mstep: Class 12 contains 6936 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39283 members 
Mstep: Class 15 contains 25431 members 
Mstep: Class 16 contains 66793 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85613 members 
Mstep: Class 19 contains 191718 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 37347 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12631 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220192.000000 Penalty: 89259.242188
Iteration 153Q: 27 clusters Score -1.332202e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 17192 members 
Mstep: Class 3 contains 207716 members 
Mstep: Class 4 contains 50513 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18442 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196086 members 
Mstep: Class 10 contains 11494 members 
Mstep: Class 11 contains 40430 members 
Mstep: Class 12 contains 6935 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39284 members 
Mstep: Class 15 contains 25432 members 
Mstep: Class 16 contains 66763 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85557 members 
Mstep: Class 19 contains 191725 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37354 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12637 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220216.000000 Penalty: 89259.242188
Iteration 154Q: 27 clusters Score -1.332202e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 17272 members 
Mstep: Class 3 contains 207689 members 
Mstep: Class 4 contains 50546 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18449 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196042 members 
Mstep: Class 10 contains 11493 members 
Mstep: Class 11 contains 40464 members 
Mstep: Class 12 contains 6934 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39284 members 
Mstep: Class 15 contains 25428 members 
Mstep: Class 16 contains 66741 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85485 members 
Mstep: Class 19 contains 191735 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37355 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12636 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220368.000000 Penalty: 89259.242188
Iteration 155Q: 27 clusters Score -1.332204e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 17330 members 
Mstep: Class 3 contains 207674 members 
Mstep: Class 4 contains 50558 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18450 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195999 members 
Mstep: Class 10 contains 11492 members 
Mstep: Class 11 contains 40522 members 
Mstep: Class 12 contains 6934 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39286 members 
Mstep: Class 15 contains 25433 members 
Mstep: Class 16 contains 66711 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85420 members 
Mstep: Class 19 contains 191750 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37343 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12640 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220296.000000 Penalty: 89259.242188
Iteration 156Q: 27 clusters Score -1.332203e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17389 members 
Mstep: Class 3 contains 207700 members 
Mstep: Class 4 contains 50573 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18444 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195952 members 
Mstep: Class 10 contains 11491 members 
Mstep: Class 11 contains 40562 members 
Mstep: Class 12 contains 6933 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39290 members 
Mstep: Class 15 contains 25433 members 
Mstep: Class 16 contains 66684 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85349 members 
Mstep: Class 19 contains 191768 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37328 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220104.000000 Penalty: 89259.242188
Iteration 157Q: 27 clusters Score -1.332201e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 17436 members 
Mstep: Class 3 contains 207689 members 
Mstep: Class 4 contains 50579 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18438 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195963 members 
Mstep: Class 10 contains 11491 members 
Mstep: Class 11 contains 40599 members 
Mstep: Class 12 contains 6931 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39289 members 
Mstep: Class 15 contains 25427 members 
Mstep: Class 16 contains 66649 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85295 members 
Mstep: Class 19 contains 191779 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37320 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12648 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133220360.000000 Penalty: 89259.242188
Iteration 158Q: 27 clusters Score -1.332204e+08 nChanged 892
Entering ConstructFrom: 
Score: -133220360.000000 Penalty: 89259.242188
Entering ConstructFrom: 
Trying to split cluster 1 (5404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Entering Unmasked Estep 
Score: -687617.375000 Penalty: 2131.533691
	Iteration 0F: 2 clusters Score -687617.4 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 2589 members 
Entering Unmasked Estep 
Score: -682916.250000 Penalty: 4263.067383
	Iteration 0F: 3 clusters Score -682916.2 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -684198.375000 Penalty: 4263.067383
	Iteration 1F: 3 clusters Score -684198.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -684538.625000 Penalty: 4263.067383
	Iteration 2F: 3 clusters Score -684538.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -684816.312500 Penalty: 4263.067383
	Iteration 3F: 3 clusters Score -684816.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -685031.562500 Penalty: 4263.067383
	Iteration 4F: 3 clusters Score -685031.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -685197.437500 Penalty: 4263.067383
	Iteration 5Q: 3 clusters Score -685197.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -685362.562500 Penalty: 4263.067383
	Iteration 6Q: 3 clusters Score -685362.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -685510.312500 Penalty: 4263.067383
	Iteration 7Q: 3 clusters Score -685510.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -685649.812500 Penalty: 4263.067383
	Iteration 8Q: 3 clusters Score -685649.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -685770.750000 Penalty: 4263.067383
	Iteration 9Q: 3 clusters Score -685770.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -685866.375000 Penalty: 4263.067383
	Iteration 10Q: 3 clusters Score -685866.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -685934.937500 Penalty: 4263.067383
	Iteration 11Q: 3 clusters Score -685934.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -686004.250000 Penalty: 4263.067383
	Iteration 12Q: 3 clusters Score -686004.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -686066.687500 Penalty: 4263.067383
	Iteration 13Q: 3 clusters Score -686066.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -686124.250000 Penalty: 4263.067383
	Iteration 14Q: 3 clusters Score -686124.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -686158.750000 Penalty: 4263.067383
	Iteration 15Q: 3 clusters Score -686158.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -686181.437500 Penalty: 4263.067383
	Iteration 16Q: 3 clusters Score -686181.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -686201.625000 Penalty: 4263.067383
	Iteration 17Q: 3 clusters Score -686201.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -686213.187500 Penalty: 4263.067383
	Iteration 18Q: 3 clusters Score -686213.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -686222.750000 Penalty: 4263.067383
	Iteration 19Q: 3 clusters Score -686222.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -686231.437500 Penalty: 4263.067383
	Iteration 20F: 3 clusters Score -686231.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -686240.812500 Penalty: 4263.067383
	Iteration 21Q: 3 clusters Score -686240.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -686249.625000 Penalty: 4263.067383
	Iteration 22Q: 3 clusters Score -686249.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -686258.312500 Penalty: 4263.067383
	Iteration 23Q: 3 clusters Score -686258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -686261.812500 Penalty: 4263.067383
	Iteration 24Q: 3 clusters Score -686261.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -686265.937500 Penalty: 4263.067383
	Iteration 25Q: 3 clusters Score -686265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -686273.250000 Penalty: 4263.067383
	Iteration 26Q: 3 clusters Score -686273.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -686274.375000 Penalty: 4263.067383
	Iteration 27Q: 3 clusters Score -686274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -686275.687500 Penalty: 4263.067383
	Iteration 28Q: 3 clusters Score -686275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -686277.875000 Penalty: 4263.067383
	Iteration 29Q: 3 clusters Score -686277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -686277.437500 Penalty: 4263.067383
	Iteration 30Q: 3 clusters Score -686277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -686279.625000 Penalty: 4263.067383
	Iteration 31Q: 3 clusters Score -686279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -686279.125000 Penalty: 4263.067383
	Iteration 32Q: 3 clusters Score -686279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -686279.125000 Penalty: 4263.067383
	Iteration 33F: 3 clusters Score -686279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Entering Unmasked Estep 
Score: -2348570.250000 Penalty: 2422.608887
	Iteration 0F: 2 clusters Score -2348570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2336201.000000 Penalty: 4845.217773
	Iteration 0F: 3 clusters Score -2336201 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2341147.500000 Penalty: 4845.217773
	Iteration 1F: 3 clusters Score -2341148 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2342513.750000 Penalty: 4845.217773
	Iteration 2F: 3 clusters Score -2342514 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2343782.250000 Penalty: 4845.217773
	Iteration 3F: 3 clusters Score -2343782 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2344867.500000 Penalty: 4845.217773
	Iteration 4F: 3 clusters Score -2344868 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2345724.500000 Penalty: 4845.217773
	Iteration 5F: 3 clusters Score -2345724 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2346332.000000 Penalty: 4845.217773
	Iteration 6F: 3 clusters Score -2346332 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2346719.250000 Penalty: 4845.217773
	Iteration 7Q: 3 clusters Score -2346719 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2347009.750000 Penalty: 4845.217773
	Iteration 8Q: 3 clusters Score -2347010 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2347256.500000 Penalty: 4845.217773
	Iteration 9Q: 3 clusters Score -2347256 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2347494.750000 Penalty: 4845.217773
	Iteration 10Q: 3 clusters Score -2347495 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2347742.500000 Penalty: 4845.217773
	Iteration 11Q: 3 clusters Score -2347742 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2347998.750000 Penalty: 4845.217773
	Iteration 12Q: 3 clusters Score -2347999 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2348230.500000 Penalty: 4845.217773
	Iteration 13Q: 3 clusters Score -2348230 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2348402.750000 Penalty: 4845.217773
	Iteration 14Q: 3 clusters Score -2348403 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2348548.750000 Penalty: 4845.217773
	Iteration 15Q: 3 clusters Score -2348549 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2348645.750000 Penalty: 4845.217773
	Iteration 16Q: 3 clusters Score -2348646 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2348700.500000 Penalty: 4845.217773
	Iteration 17Q: 3 clusters Score -2348700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2348755.750000 Penalty: 4845.217773
	Iteration 18Q: 3 clusters Score -2348756 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2348795.750000 Penalty: 4845.217773
	Iteration 19Q: 3 clusters Score -2348796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2348824.500000 Penalty: 4845.217773
	Iteration 20F: 3 clusters Score -2348824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2348840.750000 Penalty: 4845.217773
	Iteration 21Q: 3 clusters Score -2348841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2348848.750000 Penalty: 4845.217773
	Iteration 22Q: 3 clusters Score -2348849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2348859.250000 Penalty: 4845.217773
	Iteration 23Q: 3 clusters Score -2348859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2348870.750000 Penalty: 4845.217773
	Iteration 24Q: 3 clusters Score -2348871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2348872.250000 Penalty: 4845.217773
	Iteration 25Q: 3 clusters Score -2348872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2348881.500000 Penalty: 4845.217773
	Iteration 26Q: 3 clusters Score -2348882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2348882.750000 Penalty: 4845.217773
	Iteration 27Q: 3 clusters Score -2348883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2348892.750000 Penalty: 4845.217773
	Iteration 28Q: 3 clusters Score -2348893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2348893.500000 Penalty: 4845.217773
	Iteration 29Q: 3 clusters Score -2348894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2348891.500000 Penalty: 4845.217773
	Iteration 30Q: 3 clusters Score -2348892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2348893.750000 Penalty: 4845.217773
	Iteration 31Q: 3 clusters Score -2348894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2348897.000000 Penalty: 4845.217773
	Iteration 32Q: 3 clusters Score -2348897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2348899.000000 Penalty: 4845.217773
	Iteration 33Q: 3 clusters Score -2348899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2348893.750000 Penalty: 4845.217773
	Iteration 34Q: 3 clusters Score -2348894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2348891.500000 Penalty: 4845.217773
	Iteration 35Q: 3 clusters Score -2348892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2348896.750000 Penalty: 4845.217773
	Iteration 36Q: 3 clusters Score -2348897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2348897.250000 Penalty: 4845.217773
	Iteration 37Q: 3 clusters Score -2348897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2348897.250000 Penalty: 4845.217773
	Iteration 38F: 3 clusters Score -2348897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 207688 members 
Mstep: Class 4 contains 50607 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18446 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195962 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 40627 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39291 members 
Mstep: Class 15 contains 25429 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85228 members 
Mstep: Class 19 contains 191787 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4286 members 
Mstep: Class 27 contains 16163 members 
Entering Unmasked Estep 
Score: -133219712.000000 Penalty: 92692.289062
Splitting cluster 2 changes total score from -133220360.000000 to -133219712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (207688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207688 members 
Entering Unmasked Estep 
Score: -27567506.000000 Penalty: 3036.460449
	Iteration 0F: 2 clusters Score -2.756751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 103876 members 
Entering Unmasked Estep 
Score: -27436548.000000 Penalty: 6072.920898
	Iteration 0F: 3 clusters Score -2.743655e+07 nChanged 100183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -27495080.000000 Penalty: 6072.920898
	Iteration 1F: 3 clusters Score -2.749508e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -27495968.000000 Penalty: 6072.920898
	Iteration 2Q: 3 clusters Score -2.749597e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 110437 members 
Entering Unmasked Estep 
Score: -27497178.000000 Penalty: 6072.920898
	Iteration 3Q: 3 clusters Score -2.749718e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -27498730.000000 Penalty: 6072.920898
	Iteration 4Q: 3 clusters Score -2.749873e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 119087 members 
Entering Unmasked Estep 
Score: -27501520.000000 Penalty: 6072.920898
	Iteration 5Q: 3 clusters Score -2.750152e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 126746 members 
Entering Unmasked Estep 
Score: -27506280.000000 Penalty: 6072.920898
	Iteration 6Q: 3 clusters Score -2.750628e+07 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 137124 members 
Entering Unmasked Estep 
Score: -27514006.000000 Penalty: 6072.920898
	Iteration 7F: 3 clusters Score -2.751401e+07 nChanged 13688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 149732 members 
Entering Unmasked Estep 
Score: -27525370.000000 Penalty: 6072.920898
	Iteration 8F: 3 clusters Score -2.752537e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 162655 members 
Entering Unmasked Estep 
Score: -27537616.000000 Penalty: 6072.920898
	Iteration 9F: 3 clusters Score -2.753762e+07 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 172989 members 
Entering Unmasked Estep 
Score: -27547940.000000 Penalty: 6072.920898
	Iteration 10F: 3 clusters Score -2.754794e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 179983 members 
Entering Unmasked Estep 
Score: -27553736.000000 Penalty: 6072.920898
	Iteration 11Q: 3 clusters Score -2.755374e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 185002 members 
Entering Unmasked Estep 
Score: -27557040.000000 Penalty: 6072.920898
	Iteration 12Q: 3 clusters Score -2.755704e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 189145 members 
Entering Unmasked Estep 
Score: -27559130.000000 Penalty: 6072.920898
	Iteration 13Q: 3 clusters Score -2.755913e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 192597 members 
Entering Unmasked Estep 
Score: -27560452.000000 Penalty: 6072.920898
	Iteration 14Q: 3 clusters Score -2.756045e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 195488 members 
Entering Unmasked Estep 
Score: -27561486.000000 Penalty: 6072.920898
	Iteration 15Q: 3 clusters Score -2.756149e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 197867 members 
Entering Unmasked Estep 
Score: -27562470.000000 Penalty: 6072.920898
	Iteration 16Q: 3 clusters Score -2.756247e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 199756 members 
Entering Unmasked Estep 
Score: -27563276.000000 Penalty: 6072.920898
	Iteration 17Q: 3 clusters Score -2.756328e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 201173 members 
Entering Unmasked Estep 
Score: -27563772.000000 Penalty: 6072.920898
	Iteration 18Q: 3 clusters Score -2.756377e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 202203 members 
Entering Unmasked Estep 
Score: -27564390.000000 Penalty: 6072.920898
	Iteration 19Q: 3 clusters Score -2.756439e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 203000 members 
Entering Unmasked Estep 
Score: -27564726.000000 Penalty: 6072.920898
	Iteration 20F: 3 clusters Score -2.756473e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 203586 members 
Entering Unmasked Estep 
Score: -27565144.000000 Penalty: 6072.920898
	Iteration 21Q: 3 clusters Score -2.756514e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 203994 members 
Entering Unmasked Estep 
Score: -27565232.000000 Penalty: 6072.920898
	Iteration 22Q: 3 clusters Score -2.756523e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 204301 members 
Entering Unmasked Estep 
Score: -27565412.000000 Penalty: 6072.920898
	Iteration 23Q: 3 clusters Score -2.756541e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 204514 members 
Entering Unmasked Estep 
Score: -27565490.000000 Penalty: 6072.920898
	Iteration 24Q: 3 clusters Score -2.756549e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 204702 members 
Entering Unmasked Estep 
Score: -27565592.000000 Penalty: 6072.920898
	Iteration 25Q: 3 clusters Score -2.756559e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 204812 members 
Entering Unmasked Estep 
Score: -27565604.000000 Penalty: 6072.920898
	Iteration 26Q: 3 clusters Score -2.75656e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 204937 members 
Entering Unmasked Estep 
Score: -27565654.000000 Penalty: 6072.920898
	Iteration 27Q: 3 clusters Score -2.756565e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 205031 members 
Entering Unmasked Estep 
Score: -27565706.000000 Penalty: 6072.920898
	Iteration 28Q: 3 clusters Score -2.756571e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 205117 members 
Entering Unmasked Estep 
Score: -27565768.000000 Penalty: 6072.920898
	Iteration 29Q: 3 clusters Score -2.756577e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 205157 members 
Entering Unmasked Estep 
Score: -27565820.000000 Penalty: 6072.920898
	Iteration 30Q: 3 clusters Score -2.756582e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 205186 members 
Entering Unmasked Estep 
Score: -27565814.000000 Penalty: 6072.920898
	Iteration 31Q: 3 clusters Score -2.756581e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 205200 members 
Entering Unmasked Estep 
Score: -27565838.000000 Penalty: 6072.920898
	Iteration 32Q: 3 clusters Score -2.756584e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 205211 members 
Entering Unmasked Estep 
Score: -27565836.000000 Penalty: 6072.920898
	Iteration 33Q: 3 clusters Score -2.756584e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 205237 members 
Entering Unmasked Estep 
Score: -27565850.000000 Penalty: 6072.920898
	Iteration 34Q: 3 clusters Score -2.756585e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 205252 members 
Entering Unmasked Estep 
Score: -27565854.000000 Penalty: 6072.920898
	Iteration 35Q: 3 clusters Score -2.756585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 205275 members 
Entering Unmasked Estep 
Score: -27565892.000000 Penalty: 6072.920898
	Iteration 36Q: 3 clusters Score -2.756589e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 205294 members 
Entering Unmasked Estep 
Score: -27565914.000000 Penalty: 6072.920898
	Iteration 37Q: 3 clusters Score -2.756591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 205298 members 
Entering Unmasked Estep 
Score: -27565918.000000 Penalty: 6072.920898
	Iteration 38Q: 3 clusters Score -2.756592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 205306 members 
Entering Unmasked Estep 
Score: -27565930.000000 Penalty: 6072.920898
	Iteration 39Q: 3 clusters Score -2.756593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 205313 members 
Entering Unmasked Estep 
Score: -27565932.000000 Penalty: 6072.920898
	Iteration 40F: 3 clusters Score -2.756593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 205318 members 
Entering Unmasked Estep 
Score: -27565940.000000 Penalty: 6072.920898
	Iteration 41Q: 3 clusters Score -2.756594e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 205328 members 
Entering Unmasked Estep 
Score: -27565976.000000 Penalty: 6072.920898
	Iteration 42Q: 3 clusters Score -2.756598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 205330 members 
Entering Unmasked Estep 
Score: -27565956.000000 Penalty: 6072.920898
	Iteration 43Q: 3 clusters Score -2.756596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 205340 members 
Entering Unmasked Estep 
Score: -27565944.000000 Penalty: 6072.920898
	Iteration 44Q: 3 clusters Score -2.756594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 205353 members 
Entering Unmasked Estep 
Score: -27565932.000000 Penalty: 6072.920898
	Iteration 45Q: 3 clusters Score -2.756593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 205356 members 
Entering Unmasked Estep 
Score: -27565922.000000 Penalty: 6072.920898
	Iteration 46Q: 3 clusters Score -2.756592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 205347 members 
Entering Unmasked Estep 
Score: -27565934.000000 Penalty: 6072.920898
	Iteration 47Q: 3 clusters Score -2.756593e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 205339 members 
Entering Unmasked Estep 
Score: -27565946.000000 Penalty: 6072.920898
	Iteration 48Q: 3 clusters Score -2.756595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 205343 members 
Entering Unmasked Estep 
Score: -27565912.000000 Penalty: 6072.920898
	Iteration 49Q: 3 clusters Score -2.756591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 205342 members 
Entering Unmasked Estep 
Score: -27565932.000000 Penalty: 6072.920898
	Iteration 50Q: 3 clusters Score -2.756593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 205345 members 
Entering Unmasked Estep 
Score: -27565940.000000 Penalty: 6072.920898
	Iteration 51Q: 3 clusters Score -2.756594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 205348 members 
Entering Unmasked Estep 
Score: -27565924.000000 Penalty: 6072.920898
	Iteration 52Q: 3 clusters Score -2.756592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 205354 members 
Entering Unmasked Estep 
Score: -27565948.000000 Penalty: 6072.920898
	Iteration 53Q: 3 clusters Score -2.756595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 205350 members 
Entering Unmasked Estep 
Score: -27565952.000000 Penalty: 6072.920898
	Iteration 54Q: 3 clusters Score -2.756595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 205344 members 
Entering Unmasked Estep 
Score: -27565982.000000 Penalty: 6072.920898
	Iteration 55Q: 3 clusters Score -2.756598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 205342 members 
Entering Unmasked Estep 
Score: -27565926.000000 Penalty: 6072.920898
	Iteration 56Q: 3 clusters Score -2.756593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 205343 members 
Entering Unmasked Estep 
Score: -27565920.000000 Penalty: 6072.920898
	Iteration 57Q: 3 clusters Score -2.756592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 205339 members 
Entering Unmasked Estep 
Score: -27565958.000000 Penalty: 6072.920898
	Iteration 58Q: 3 clusters Score -2.756596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 205337 members 
Entering Unmasked Estep 
Score: -27565950.000000 Penalty: 6072.920898
	Iteration 59Q: 3 clusters Score -2.756595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 205333 members 
Entering Unmasked Estep 
Score: -27565958.000000 Penalty: 6072.920898
	Iteration 60F: 3 clusters Score -2.756596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 205334 members 
Entering Unmasked Estep 
Score: -27565964.000000 Penalty: 6072.920898
	Iteration 61Q: 3 clusters Score -2.756596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 205333 members 
Entering Unmasked Estep 
Score: -27565988.000000 Penalty: 6072.920898
	Iteration 62Q: 3 clusters Score -2.756599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 205330 members 
Entering Unmasked Estep 
Score: -27565978.000000 Penalty: 6072.920898
	Iteration 63Q: 3 clusters Score -2.756598e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 205333 members 
Entering Unmasked Estep 
Score: -27565996.000000 Penalty: 6072.920898
	Iteration 64Q: 3 clusters Score -2.7566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 205327 members 
Entering Unmasked Estep 
Score: -27565988.000000 Penalty: 6072.920898
	Iteration 65Q: 3 clusters Score -2.756599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 205326 members 
Entering Unmasked Estep 
Score: -27565984.000000 Penalty: 6072.920898
	Iteration 66Q: 3 clusters Score -2.756598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 205328 members 
Entering Unmasked Estep 
Score: -27565996.000000 Penalty: 6072.920898
	Iteration 67Q: 3 clusters Score -2.7566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 205327 members 
Entering Unmasked Estep 
Score: -27566000.000000 Penalty: 6072.920898
	Iteration 68Q: 3 clusters Score -2.7566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 205325 members 
Entering Unmasked Estep 
Score: -27565990.000000 Penalty: 6072.920898
	Iteration 69Q: 3 clusters Score -2.756599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 205317 members 
Entering Unmasked Estep 
Score: -27565998.000000 Penalty: 6072.920898
	Iteration 70Q: 3 clusters Score -2.7566e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 205308 members 
Entering Unmasked Estep 
Score: -27566000.000000 Penalty: 6072.920898
	Iteration 71Q: 3 clusters Score -2.7566e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 205302 members 
Entering Unmasked Estep 
Score: -27565986.000000 Penalty: 6072.920898
	Iteration 72Q: 3 clusters Score -2.756599e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 205293 members 
Entering Unmasked Estep 
Score: -27566010.000000 Penalty: 6072.920898
	Iteration 73Q: 3 clusters Score -2.756601e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 205270 members 
Entering Unmasked Estep 
Score: -27566044.000000 Penalty: 6072.920898
	Iteration 74Q: 3 clusters Score -2.756604e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 205249 members 
Entering Unmasked Estep 
Score: -27566068.000000 Penalty: 6072.920898
	Iteration 75Q: 3 clusters Score -2.756607e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 205226 members 
Entering Unmasked Estep 
Score: -27566110.000000 Penalty: 6072.920898
	Iteration 76Q: 3 clusters Score -2.756611e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 205202 members 
Entering Unmasked Estep 
Score: -27566108.000000 Penalty: 6072.920898
	Iteration 77Q: 3 clusters Score -2.756611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 205173 members 
Entering Unmasked Estep 
Score: -27566106.000000 Penalty: 6072.920898
	Iteration 78Q: 3 clusters Score -2.756611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 205156 members 
Entering Unmasked Estep 
Score: -27566146.000000 Penalty: 6072.920898
	Iteration 79Q: 3 clusters Score -2.756615e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 205138 members 
Entering Unmasked Estep 
Score: -27566136.000000 Penalty: 6072.920898
	Iteration 80F: 3 clusters Score -2.756614e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 205120 members 
Entering Unmasked Estep 
Score: -27566142.000000 Penalty: 6072.920898
	Iteration 81Q: 3 clusters Score -2.756614e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 205096 members 
Entering Unmasked Estep 
Score: -27566162.000000 Penalty: 6072.920898
	Iteration 82Q: 3 clusters Score -2.756616e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 205071 members 
Entering Unmasked Estep 
Score: -27566132.000000 Penalty: 6072.920898
	Iteration 83Q: 3 clusters Score -2.756613e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 205045 members 
Entering Unmasked Estep 
Score: -27566184.000000 Penalty: 6072.920898
	Iteration 84Q: 3 clusters Score -2.756618e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 205020 members 
Entering Unmasked Estep 
Score: -27566196.000000 Penalty: 6072.920898
	Iteration 85Q: 3 clusters Score -2.75662e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 204984 members 
Entering Unmasked Estep 
Score: -27566210.000000 Penalty: 6072.920898
	Iteration 86Q: 3 clusters Score -2.756621e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 204950 members 
Entering Unmasked Estep 
Score: -27566198.000000 Penalty: 6072.920898
	Iteration 87Q: 3 clusters Score -2.75662e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 204905 members 
Entering Unmasked Estep 
Score: -27566248.000000 Penalty: 6072.920898
	Iteration 88Q: 3 clusters Score -2.756625e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 204864 members 
Entering Unmasked Estep 
Score: -27566284.000000 Penalty: 6072.920898
	Iteration 89Q: 3 clusters Score -2.756628e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 204812 members 
Entering Unmasked Estep 
Score: -27566354.000000 Penalty: 6072.920898
	Iteration 90Q: 3 clusters Score -2.756635e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 204771 members 
Entering Unmasked Estep 
Score: -27566346.000000 Penalty: 6072.920898
	Iteration 91Q: 3 clusters Score -2.756635e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 204720 members 
Entering Unmasked Estep 
Score: -27566392.000000 Penalty: 6072.920898
	Iteration 92Q: 3 clusters Score -2.756639e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 204651 members 
Entering Unmasked Estep 
Score: -27566450.000000 Penalty: 6072.920898
	Iteration 93Q: 3 clusters Score -2.756645e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 204566 members 
Entering Unmasked Estep 
Score: -27566508.000000 Penalty: 6072.920898
	Iteration 94Q: 3 clusters Score -2.756651e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 204463 members 
Entering Unmasked Estep 
Score: -27566610.000000 Penalty: 6072.920898
	Iteration 95Q: 3 clusters Score -2.756661e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 204384 members 
Entering Unmasked Estep 
Score: -27566662.000000 Penalty: 6072.920898
	Iteration 96Q: 3 clusters Score -2.756666e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 204313 members 
Entering Unmasked Estep 
Score: -27566688.000000 Penalty: 6072.920898
	Iteration 97Q: 3 clusters Score -2.756669e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 204234 members 
Entering Unmasked Estep 
Score: -27566730.000000 Penalty: 6072.920898
	Iteration 98Q: 3 clusters Score -2.756673e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 204152 members 
Entering Unmasked Estep 
Score: -27566798.000000 Penalty: 6072.920898
	Iteration 99Q: 3 clusters Score -2.75668e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 204086 members 
Entering Unmasked Estep 
Score: -27566874.000000 Penalty: 6072.920898
	Iteration 100F: 3 clusters Score -2.756687e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 203976 members 
Entering Unmasked Estep 
Score: -27567034.000000 Penalty: 6072.920898
	Iteration 101Q: 3 clusters Score -2.756703e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 203851 members 
Entering Unmasked Estep 
Score: -27567160.000000 Penalty: 6072.920898
	Iteration 102Q: 3 clusters Score -2.756716e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 203691 members 
Entering Unmasked Estep 
Score: -27567304.000000 Penalty: 6072.920898
	Iteration 103Q: 3 clusters Score -2.75673e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 203528 members 
Entering Unmasked Estep 
Score: -27567466.000000 Penalty: 6072.920898
	Iteration 104Q: 3 clusters Score -2.756747e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 203350 members 
Entering Unmasked Estep 
Score: -27567624.000000 Penalty: 6072.920898
	Iteration 105Q: 3 clusters Score -2.756762e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 203157 members 
Entering Unmasked Estep 
Score: -27567822.000000 Penalty: 6072.920898
	Iteration 106Q: 3 clusters Score -2.756782e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 202973 members 
Entering Unmasked Estep 
Score: -27567954.000000 Penalty: 6072.920898
	Iteration 107Q: 3 clusters Score -2.756795e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 202821 members 
Entering Unmasked Estep 
Score: -27568066.000000 Penalty: 6072.920898
	Iteration 108Q: 3 clusters Score -2.756807e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 202720 members 
Entering Unmasked Estep 
Score: -27568124.000000 Penalty: 6072.920898
	Iteration 109Q: 3 clusters Score -2.756812e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 202630 members 
Entering Unmasked Estep 
Score: -27568168.000000 Penalty: 6072.920898
	Iteration 110Q: 3 clusters Score -2.756817e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 202548 members 
Entering Unmasked Estep 
Score: -27568218.000000 Penalty: 6072.920898
	Iteration 111Q: 3 clusters Score -2.756822e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 202472 members 
Entering Unmasked Estep 
Score: -27568272.000000 Penalty: 6072.920898
	Iteration 112Q: 3 clusters Score -2.756827e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 202402 members 
Entering Unmasked Estep 
Score: -27568326.000000 Penalty: 6072.920898
	Iteration 113Q: 3 clusters Score -2.756833e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 202343 members 
Entering Unmasked Estep 
Score: -27568358.000000 Penalty: 6072.920898
	Iteration 114Q: 3 clusters Score -2.756836e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 202292 members 
Entering Unmasked Estep 
Score: -27568402.000000 Penalty: 6072.920898
	Iteration 115Q: 3 clusters Score -2.75684e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 202248 members 
Entering Unmasked Estep 
Score: -27568452.000000 Penalty: 6072.920898
	Iteration 116Q: 3 clusters Score -2.756845e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 202207 members 
Entering Unmasked Estep 
Score: -27568494.000000 Penalty: 6072.920898
	Iteration 117Q: 3 clusters Score -2.756849e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 202175 members 
Entering Unmasked Estep 
Score: -27568492.000000 Penalty: 6072.920898
	Iteration 118Q: 3 clusters Score -2.756849e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 202153 members 
Entering Unmasked Estep 
Score: -27568522.000000 Penalty: 6072.920898
	Iteration 119Q: 3 clusters Score -2.756852e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 202134 members 
Entering Unmasked Estep 
Score: -27568620.000000 Penalty: 6072.920898
	Iteration 120F: 3 clusters Score -2.756862e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 202027 members 
Entering Unmasked Estep 
Score: -27568736.000000 Penalty: 6072.920898
	Iteration 121Q: 3 clusters Score -2.756874e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 201907 members 
Entering Unmasked Estep 
Score: -27568796.000000 Penalty: 6072.920898
	Iteration 122Q: 3 clusters Score -2.75688e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 201791 members 
Entering Unmasked Estep 
Score: -27568814.000000 Penalty: 6072.920898
	Iteration 123Q: 3 clusters Score -2.756881e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 201712 members 
Entering Unmasked Estep 
Score: -27568862.000000 Penalty: 6072.920898
	Iteration 124Q: 3 clusters Score -2.756886e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 201635 members 
Entering Unmasked Estep 
Score: -27568888.000000 Penalty: 6072.920898
	Iteration 125Q: 3 clusters Score -2.756889e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 201556 members 
Entering Unmasked Estep 
Score: -27568966.000000 Penalty: 6072.920898
	Iteration 126Q: 3 clusters Score -2.756897e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 201479 members 
Entering Unmasked Estep 
Score: -27569030.000000 Penalty: 6072.920898
	Iteration 127Q: 3 clusters Score -2.756903e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 201402 members 
Entering Unmasked Estep 
Score: -27569094.000000 Penalty: 6072.920898
	Iteration 128Q: 3 clusters Score -2.756909e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 201352 members 
Entering Unmasked Estep 
Score: -27569128.000000 Penalty: 6072.920898
	Iteration 129Q: 3 clusters Score -2.756913e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 201307 members 
Entering Unmasked Estep 
Score: -27569164.000000 Penalty: 6072.920898
	Iteration 130Q: 3 clusters Score -2.756916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 201273 members 
Entering Unmasked Estep 
Score: -27569160.000000 Penalty: 6072.920898
	Iteration 131Q: 3 clusters Score -2.756916e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 201237 members 
Entering Unmasked Estep 
Score: -27569172.000000 Penalty: 6072.920898
	Iteration 132Q: 3 clusters Score -2.756917e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 201208 members 
Entering Unmasked Estep 
Score: -27569148.000000 Penalty: 6072.920898
	Iteration 133Q: 3 clusters Score -2.756915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 201184 members 
Entering Unmasked Estep 
Score: -27569170.000000 Penalty: 6072.920898
	Iteration 134Q: 3 clusters Score -2.756917e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 201159 members 
Entering Unmasked Estep 
Score: -27569238.000000 Penalty: 6072.920898
	Iteration 135Q: 3 clusters Score -2.756924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 201138 members 
Entering Unmasked Estep 
Score: -27569216.000000 Penalty: 6072.920898
	Iteration 136Q: 3 clusters Score -2.756922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 201130 members 
Entering Unmasked Estep 
Score: -27569234.000000 Penalty: 6072.920898
	Iteration 137Q: 3 clusters Score -2.756923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 201121 members 
Entering Unmasked Estep 
Score: -27569232.000000 Penalty: 6072.920898
	Iteration 138Q: 3 clusters Score -2.756923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 201104 members 
Entering Unmasked Estep 
Score: -27569214.000000 Penalty: 6072.920898
	Iteration 139Q: 3 clusters Score -2.756921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 201086 members 
Entering Unmasked Estep 
Score: -27569220.000000 Penalty: 6072.920898
	Iteration 140F: 3 clusters Score -2.756922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 201066 members 
Entering Unmasked Estep 
Score: -27569218.000000 Penalty: 6072.920898
	Iteration 141Q: 3 clusters Score -2.756922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 201053 members 
Entering Unmasked Estep 
Score: -27569216.000000 Penalty: 6072.920898
	Iteration 142Q: 3 clusters Score -2.756922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 201035 members 
Entering Unmasked Estep 
Score: -27569228.000000 Penalty: 6072.920898
	Iteration 143Q: 3 clusters Score -2.756923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 201016 members 
Entering Unmasked Estep 
Score: -27569238.000000 Penalty: 6072.920898
	Iteration 144Q: 3 clusters Score -2.756924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 201008 members 
Entering Unmasked Estep 
Score: -27569256.000000 Penalty: 6072.920898
	Iteration 145Q: 3 clusters Score -2.756926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 200999 members 
Entering Unmasked Estep 
Score: -27569246.000000 Penalty: 6072.920898
	Iteration 146Q: 3 clusters Score -2.756925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 200994 members 
Entering Unmasked Estep 
Score: -27569260.000000 Penalty: 6072.920898
	Iteration 147Q: 3 clusters Score -2.756926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 200991 members 
Entering Unmasked Estep 
Score: -27569246.000000 Penalty: 6072.920898
	Iteration 148Q: 3 clusters Score -2.756925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 200989 members 
Entering Unmasked Estep 
Score: -27569248.000000 Penalty: 6072.920898
	Iteration 149Q: 3 clusters Score -2.756925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 200985 members 
Entering Unmasked Estep 
Score: -27569256.000000 Penalty: 6072.920898
	Iteration 150Q: 3 clusters Score -2.756926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 200981 members 
Entering Unmasked Estep 
Score: -27569254.000000 Penalty: 6072.920898
	Iteration 151Q: 3 clusters Score -2.756925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 200976 members 
Entering Unmasked Estep 
Score: -27569262.000000 Penalty: 6072.920898
	Iteration 152Q: 3 clusters Score -2.756926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 200970 members 
Entering Unmasked Estep 
Score: -27569246.000000 Penalty: 6072.920898
	Iteration 153Q: 3 clusters Score -2.756925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 200970 members 
Entering Unmasked Estep 
Score: -27569228.000000 Penalty: 6072.920898
	Iteration 154Q: 3 clusters Score -2.756923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 200973 members 
Entering Unmasked Estep 
Score: -27569250.000000 Penalty: 6072.920898
	Iteration 155Q: 3 clusters Score -2.756925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 200968 members 
Entering Unmasked Estep 
Score: -27569244.000000 Penalty: 6072.920898
	Iteration 156Q: 3 clusters Score -2.756924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 200967 members 
Entering Unmasked Estep 
Score: -27569238.000000 Penalty: 6072.920898
	Iteration 157Q: 3 clusters Score -2.756924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 200964 members 
Entering Unmasked Estep 
Score: -27569236.000000 Penalty: 6072.920898
	Iteration 158Q: 3 clusters Score -2.756924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 200961 members 
Entering Unmasked Estep 
Score: -27569234.000000 Penalty: 6072.920898
	Iteration 159Q: 3 clusters Score -2.756923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 200960 members 
Entering Unmasked Estep 
Score: -27569246.000000 Penalty: 6072.920898
	Iteration 160F: 3 clusters Score -2.756925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 50607 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18446 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195962 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 40627 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39291 members 
Mstep: Class 15 contains 25429 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85228 members 
Mstep: Class 19 contains 191787 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4286 members 
Mstep: Class 27 contains 200960 members 
Entering Unmasked Estep 
Score: -133221112.000000 Penalty: 92692.289062
Splitting cluster 3 changes total score from -133220360.000000 to -133221112.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 4 (50607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Entering Unmasked Estep 
Score: -6587739.500000 Penalty: 2686.297607
	Iteration 0F: 2 clusters Score -6587740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -6553915.500000 Penalty: 5372.595215
	Iteration 0F: 3 clusters Score -6553916 nChanged 23257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -6566554.500000 Penalty: 5372.595215
	Iteration 1F: 3 clusters Score -6566554 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -6567075.000000 Penalty: 5372.595215
	Iteration 2Q: 3 clusters Score -6567075 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -6567473.500000 Penalty: 5372.595215
	Iteration 3Q: 3 clusters Score -6567474 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -6567969.000000 Penalty: 5372.595215
	Iteration 4Q: 3 clusters Score -6567969 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -6568466.500000 Penalty: 5372.595215
	Iteration 5Q: 3 clusters Score -6568466 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -6569047.000000 Penalty: 5372.595215
	Iteration 6Q: 3 clusters Score -6569047 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -6569762.500000 Penalty: 5372.595215
	Iteration 7Q: 3 clusters Score -6569762 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -6570758.500000 Penalty: 5372.595215
	Iteration 8Q: 3 clusters Score -6570758 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -6571939.000000 Penalty: 5372.595215
	Iteration 9Q: 3 clusters Score -6571939 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -6573375.000000 Penalty: 5372.595215
	Iteration 10F: 3 clusters Score -6573375 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -6575041.000000 Penalty: 5372.595215
	Iteration 11F: 3 clusters Score -6575041 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -6576546.000000 Penalty: 5372.595215
	Iteration 12F: 3 clusters Score -6576546 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -6577954.000000 Penalty: 5372.595215
	Iteration 13Q: 3 clusters Score -6577954 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -6579330.500000 Penalty: 5372.595215
	Iteration 14Q: 3 clusters Score -6579330 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -6580651.500000 Penalty: 5372.595215
	Iteration 15Q: 3 clusters Score -6580652 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -6582186.500000 Penalty: 5372.595215
	Iteration 16Q: 3 clusters Score -6582186 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6583651.500000 Penalty: 5372.595215
	Iteration 17Q: 3 clusters Score -6583652 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -6584630.000000 Penalty: 5372.595215
	Iteration 18Q: 3 clusters Score -6584630 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6585039.000000 Penalty: 5372.595215
	Iteration 19Q: 3 clusters Score -6585039 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -6585230.000000 Penalty: 5372.595215
	Iteration 20F: 3 clusters Score -6585230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -6585315.500000 Penalty: 5372.595215
	Iteration 21Q: 3 clusters Score -6585316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -6585351.500000 Penalty: 5372.595215
	Iteration 22Q: 3 clusters Score -6585352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6585387.000000 Penalty: 5372.595215
	Iteration 23Q: 3 clusters Score -6585387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -6585407.000000 Penalty: 5372.595215
	Iteration 24Q: 3 clusters Score -6585407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6585424.000000 Penalty: 5372.595215
	Iteration 25Q: 3 clusters Score -6585424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -6585426.000000 Penalty: 5372.595215
	Iteration 26Q: 3 clusters Score -6585426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -6585429.500000 Penalty: 5372.595215
	Iteration 27Q: 3 clusters Score -6585430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -6585428.500000 Penalty: 5372.595215
	Iteration 28Q: 3 clusters Score -6585428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -6585428.500000 Penalty: 5372.595215
	Iteration 29F: 3 clusters Score -6585428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -200421.921875 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -200421.9 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 815 members 
Entering Unmasked Estep 
Score: -198076.250000 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -198076.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -198517.468750 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -198517.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -198638.484375 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -198638.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -198711.156250 Penalty: 3683.568359
	Iteration 3Q: 3 clusters Score -198711.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -198767.140625 Penalty: 3683.568359
	Iteration 4Q: 3 clusters Score -198767.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -198820.500000 Penalty: 3683.568359
	Iteration 5Q: 3 clusters Score -198820.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -198899.390625 Penalty: 3683.568359
	Iteration 6Q: 3 clusters Score -198899.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -198986.609375 Penalty: 3683.568359
	Iteration 7Q: 3 clusters Score -198986.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -199107.125000 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -199107.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -199356.000000 Penalty: 3683.568359
	Iteration 9Q: 3 clusters Score -199356 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -199673.671875 Penalty: 3683.568359
	Iteration 10F: 3 clusters Score -199673.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -199828.906250 Penalty: 3683.568359
	Iteration 11F: 3 clusters Score -199828.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -199950.828125 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -199950.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -200072.859375 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -200072.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -200160.968750 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -200161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -200236.078125 Penalty: 3683.568359
	Iteration 15Q: 3 clusters Score -200236.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -200289.375000 Penalty: 3683.568359
	Iteration 16Q: 3 clusters Score -200289.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -200329.406250 Penalty: 3683.568359
	Iteration 17Q: 3 clusters Score -200329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -200345.140625 Penalty: 3683.568359
	Iteration 18Q: 3 clusters Score -200345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -200350.234375 Penalty: 3683.568359
	Iteration 19Q: 3 clusters Score -200350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -200354.656250 Penalty: 3683.568359
	Iteration 20F: 3 clusters Score -200354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -200356.984375 Penalty: 3683.568359
	Iteration 21Q: 3 clusters Score -200357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -200357.500000 Penalty: 3683.568359
	Iteration 22Q: 3 clusters Score -200357.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -200357.500000 Penalty: 3683.568359
	Iteration 23F: 3 clusters Score -200357.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -318065.187500 Penalty: 1968.468872
	Iteration 0F: 2 clusters Score -318065.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -314963.031250 Penalty: 3936.937744
	Iteration 0F: 3 clusters Score -314963 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -315631.718750 Penalty: 3936.937744
	Iteration 1F: 3 clusters Score -315631.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -315804.375000 Penalty: 3936.937744
	Iteration 2F: 3 clusters Score -315804.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -315896.468750 Penalty: 3936.937744
	Iteration 3Q: 3 clusters Score -315896.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -315968.031250 Penalty: 3936.937744
	Iteration 4Q: 3 clusters Score -315968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -316009.906250 Penalty: 3936.937744
	Iteration 5Q: 3 clusters Score -316009.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -316034.968750 Penalty: 3936.937744
	Iteration 6Q: 3 clusters Score -316035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -316060.218750 Penalty: 3936.937744
	Iteration 7Q: 3 clusters Score -316060.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -316083.718750 Penalty: 3936.937744
	Iteration 8Q: 3 clusters Score -316083.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -316107.562500 Penalty: 3936.937744
	Iteration 9Q: 3 clusters Score -316107.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -316130.062500 Penalty: 3936.937744
	Iteration 10Q: 3 clusters Score -316130.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -316149.187500 Penalty: 3936.937744
	Iteration 11Q: 3 clusters Score -316149.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -316171.062500 Penalty: 3936.937744
	Iteration 12Q: 3 clusters Score -316171.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -316185.750000 Penalty: 3936.937744
	Iteration 13Q: 3 clusters Score -316185.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -316200.500000 Penalty: 3936.937744
	Iteration 14Q: 3 clusters Score -316200.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -316214.031250 Penalty: 3936.937744
	Iteration 15Q: 3 clusters Score -316214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -316225.437500 Penalty: 3936.937744
	Iteration 16Q: 3 clusters Score -316225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -316230.750000 Penalty: 3936.937744
	Iteration 17Q: 3 clusters Score -316230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -316236.187500 Penalty: 3936.937744
	Iteration 18Q: 3 clusters Score -316236.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -316242.437500 Penalty: 3936.937744
	Iteration 19Q: 3 clusters Score -316242.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -316249.062500 Penalty: 3936.937744
	Iteration 20F: 3 clusters Score -316249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -316251.062500 Penalty: 3936.937744
	Iteration 21Q: 3 clusters Score -316251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -316253.406250 Penalty: 3936.937744
	Iteration 22Q: 3 clusters Score -316253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -316254.437500 Penalty: 3936.937744
	Iteration 23Q: 3 clusters Score -316254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -316255.500000 Penalty: 3936.937744
	Iteration 24Q: 3 clusters Score -316255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -316257.187500 Penalty: 3936.937744
	Iteration 25Q: 3 clusters Score -316257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -316258.718750 Penalty: 3936.937744
	Iteration 26Q: 3 clusters Score -316258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -316261.687500 Penalty: 3936.937744
	Iteration 27Q: 3 clusters Score -316261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -316263.718750 Penalty: 3936.937744
	Iteration 28Q: 3 clusters Score -316263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -316267.093750 Penalty: 3936.937744
	Iteration 29Q: 3 clusters Score -316267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -316269.937500 Penalty: 3936.937744
	Iteration 30Q: 3 clusters Score -316269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -316271.562500 Penalty: 3936.937744
	Iteration 31Q: 3 clusters Score -316271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -316272.687500 Penalty: 3936.937744
	Iteration 32Q: 3 clusters Score -316272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -316273.000000 Penalty: 3936.937744
	Iteration 33Q: 3 clusters Score -316273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -316273.750000 Penalty: 3936.937744
	Iteration 34Q: 3 clusters Score -316273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -316273.750000 Penalty: 3936.937744
	Iteration 35F: 3 clusters Score -316273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Entering Unmasked Estep 
Score: -2485104.750000 Penalty: 2436.005615
	Iteration 0F: 2 clusters Score -2485105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2472131.000000 Penalty: 4872.011230
	Iteration 0F: 3 clusters Score -2472131 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2476332.000000 Penalty: 4872.011230
	Iteration 1F: 3 clusters Score -2476332 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2476789.000000 Penalty: 4872.011230
	Iteration 2F: 3 clusters Score -2476789 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2477200.750000 Penalty: 4872.011230
	Iteration 3F: 3 clusters Score -2477201 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2477562.250000 Penalty: 4872.011230
	Iteration 4Q: 3 clusters Score -2477562 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2477892.250000 Penalty: 4872.011230
	Iteration 5Q: 3 clusters Score -2477892 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2478197.750000 Penalty: 4872.011230
	Iteration 6Q: 3 clusters Score -2478198 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2478503.750000 Penalty: 4872.011230
	Iteration 7Q: 3 clusters Score -2478504 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2478825.250000 Penalty: 4872.011230
	Iteration 8Q: 3 clusters Score -2478825 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2479189.250000 Penalty: 4872.011230
	Iteration 9Q: 3 clusters Score -2479189 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2479592.000000 Penalty: 4872.011230
	Iteration 10Q: 3 clusters Score -2479592 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2479980.500000 Penalty: 4872.011230
	Iteration 11Q: 3 clusters Score -2479980 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2480355.250000 Penalty: 4872.011230
	Iteration 12Q: 3 clusters Score -2480355 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2480605.750000 Penalty: 4872.011230
	Iteration 13Q: 3 clusters Score -2480606 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2480762.000000 Penalty: 4872.011230
	Iteration 14Q: 3 clusters Score -2480762 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2480850.500000 Penalty: 4872.011230
	Iteration 15Q: 3 clusters Score -2480850 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2480911.750000 Penalty: 4872.011230
	Iteration 16Q: 3 clusters Score -2480912 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2480948.750000 Penalty: 4872.011230
	Iteration 17Q: 3 clusters Score -2480949 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2480991.500000 Penalty: 4872.011230
	Iteration 18Q: 3 clusters Score -2480992 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2481025.250000 Penalty: 4872.011230
	Iteration 19Q: 3 clusters Score -2481025 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2481083.500000 Penalty: 4872.011230
	Iteration 20F: 3 clusters Score -2481084 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2481117.250000 Penalty: 4872.011230
	Iteration 21Q: 3 clusters Score -2481117 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2481133.750000 Penalty: 4872.011230
	Iteration 22Q: 3 clusters Score -2481134 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2481153.750000 Penalty: 4872.011230
	Iteration 23Q: 3 clusters Score -2481154 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2481193.500000 Penalty: 4872.011230
	Iteration 24Q: 3 clusters Score -2481194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2481233.000000 Penalty: 4872.011230
	Iteration 25Q: 3 clusters Score -2481233 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2481270.000000 Penalty: 4872.011230
	Iteration 26Q: 3 clusters Score -2481270 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2481313.250000 Penalty: 4872.011230
	Iteration 27Q: 3 clusters Score -2481313 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2481347.000000 Penalty: 4872.011230
	Iteration 28Q: 3 clusters Score -2481347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2481390.750000 Penalty: 4872.011230
	Iteration 29Q: 3 clusters Score -2481391 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2481441.500000 Penalty: 4872.011230
	Iteration 30Q: 3 clusters Score -2481442 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2481483.000000 Penalty: 4872.011230
	Iteration 31Q: 3 clusters Score -2481483 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2481536.000000 Penalty: 4872.011230
	Iteration 32Q: 3 clusters Score -2481536 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2481594.750000 Penalty: 4872.011230
	Iteration 33Q: 3 clusters Score -2481595 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2481663.000000 Penalty: 4872.011230
	Iteration 34Q: 3 clusters Score -2481663 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2481737.250000 Penalty: 4872.011230
	Iteration 35Q: 3 clusters Score -2481737 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2481821.500000 Penalty: 4872.011230
	Iteration 36Q: 3 clusters Score -2481822 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2481927.250000 Penalty: 4872.011230
	Iteration 37Q: 3 clusters Score -2481927 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2482018.750000 Penalty: 4872.011230
	Iteration 38Q: 3 clusters Score -2482019 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2482139.500000 Penalty: 4872.011230
	Iteration 39Q: 3 clusters Score -2482140 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2482254.000000 Penalty: 4872.011230
	Iteration 40F: 3 clusters Score -2482254 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2482371.250000 Penalty: 4872.011230
	Iteration 41Q: 3 clusters Score -2482371 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2482518.000000 Penalty: 4872.011230
	Iteration 42Q: 3 clusters Score -2482518 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2482637.250000 Penalty: 4872.011230
	Iteration 43Q: 3 clusters Score -2482637 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2482765.500000 Penalty: 4872.011230
	Iteration 44Q: 3 clusters Score -2482766 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2482924.750000 Penalty: 4872.011230
	Iteration 45Q: 3 clusters Score -2482925 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2483081.000000 Penalty: 4872.011230
	Iteration 46Q: 3 clusters Score -2483081 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2483228.250000 Penalty: 4872.011230
	Iteration 47Q: 3 clusters Score -2483228 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2483371.500000 Penalty: 4872.011230
	Iteration 48Q: 3 clusters Score -2483372 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2483514.500000 Penalty: 4872.011230
	Iteration 49Q: 3 clusters Score -2483514 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2483620.500000 Penalty: 4872.011230
	Iteration 50Q: 3 clusters Score -2483620 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2483726.000000 Penalty: 4872.011230
	Iteration 51Q: 3 clusters Score -2483726 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2483820.000000 Penalty: 4872.011230
	Iteration 52Q: 3 clusters Score -2483820 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2483897.000000 Penalty: 4872.011230
	Iteration 53Q: 3 clusters Score -2483897 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2483952.750000 Penalty: 4872.011230
	Iteration 54Q: 3 clusters Score -2483953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2484006.500000 Penalty: 4872.011230
	Iteration 55Q: 3 clusters Score -2484006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2484056.250000 Penalty: 4872.011230
	Iteration 56Q: 3 clusters Score -2484056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2484094.000000 Penalty: 4872.011230
	Iteration 57Q: 3 clusters Score -2484094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2484127.500000 Penalty: 4872.011230
	Iteration 58Q: 3 clusters Score -2484128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2484139.500000 Penalty: 4872.011230
	Iteration 59Q: 3 clusters Score -2484140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2484167.750000 Penalty: 4872.011230
	Iteration 60F: 3 clusters Score -2484168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2484193.000000 Penalty: 4872.011230
	Iteration 61Q: 3 clusters Score -2484193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2484208.500000 Penalty: 4872.011230
	Iteration 62Q: 3 clusters Score -2484208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2484210.750000 Penalty: 4872.011230
	Iteration 63Q: 3 clusters Score -2484211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2484229.500000 Penalty: 4872.011230
	Iteration 64Q: 3 clusters Score -2484230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2484249.500000 Penalty: 4872.011230
	Iteration 65Q: 3 clusters Score -2484250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2484258.000000 Penalty: 4872.011230
	Iteration 66Q: 3 clusters Score -2484258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2484271.500000 Penalty: 4872.011230
	Iteration 67Q: 3 clusters Score -2484272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2484276.250000 Penalty: 4872.011230
	Iteration 68Q: 3 clusters Score -2484276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2484285.750000 Penalty: 4872.011230
	Iteration 69Q: 3 clusters Score -2484286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2484290.500000 Penalty: 4872.011230
	Iteration 70Q: 3 clusters Score -2484290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2484292.000000 Penalty: 4872.011230
	Iteration 71Q: 3 clusters Score -2484292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2484293.500000 Penalty: 4872.011230
	Iteration 72Q: 3 clusters Score -2484294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2484291.750000 Penalty: 4872.011230
	Iteration 73Q: 3 clusters Score -2484292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2484297.750000 Penalty: 4872.011230
	Iteration 74Q: 3 clusters Score -2484298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2484299.000000 Penalty: 4872.011230
	Iteration 75Q: 3 clusters Score -2484299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2484297.500000 Penalty: 4872.011230
	Iteration 76Q: 3 clusters Score -2484298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2484302.250000 Penalty: 4872.011230
	Iteration 77Q: 3 clusters Score -2484302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2484304.750000 Penalty: 4872.011230
	Iteration 78Q: 3 clusters Score -2484305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2484305.250000 Penalty: 4872.011230
	Iteration 79Q: 3 clusters Score -2484305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2484307.750000 Penalty: 4872.011230
	Iteration 80F: 3 clusters Score -2484308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2484310.000000 Penalty: 4872.011230
	Iteration 81Q: 3 clusters Score -2484310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2484308.750000 Penalty: 4872.011230
	Iteration 82Q: 3 clusters Score -2484309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2484311.250000 Penalty: 4872.011230
	Iteration 83Q: 3 clusters Score -2484311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2484315.750000 Penalty: 4872.011230
	Iteration 84Q: 3 clusters Score -2484316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2484316.000000 Penalty: 4872.011230
	Iteration 85Q: 3 clusters Score -2484316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2484314.250000 Penalty: 4872.011230
	Iteration 86Q: 3 clusters Score -2484314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2484320.250000 Penalty: 4872.011230
	Iteration 87Q: 3 clusters Score -2484320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2484319.500000 Penalty: 4872.011230
	Iteration 88Q: 3 clusters Score -2484320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2484322.750000 Penalty: 4872.011230
	Iteration 89Q: 3 clusters Score -2484323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2484323.250000 Penalty: 4872.011230
	Iteration 90Q: 3 clusters Score -2484323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2484323.750000 Penalty: 4872.011230
	Iteration 91Q: 3 clusters Score -2484324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2484323.750000 Penalty: 4872.011230
	Iteration 92F: 3 clusters Score -2484324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -20647.078125 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -20647.08 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 118 members 
Entering Unmasked Estep 
Score: -19606.361328 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -19606.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19727.828125 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -19727.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19834.113281 Penalty: 2703.715088
	Iteration 2F: 3 clusters Score -19834.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19855.949219 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -19855.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19864.728516 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -19864.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19874.095703 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -19874.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19874.095703 Penalty: 2703.715088
	Iteration 6F: 3 clusters Score -19874.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (195962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195962 members 
Entering Unmasked Estep 
Score: -26023688.000000 Penalty: 3022.047607
	Iteration 0F: 2 clusters Score -2.602369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -25896934.000000 Penalty: 6044.095215
	Iteration 0F: 3 clusters Score -2.589693e+07 nChanged 94171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -25952196.000000 Penalty: 6044.095215
	Iteration 1F: 3 clusters Score -2.59522e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -25954002.000000 Penalty: 6044.095215
	Iteration 2Q: 3 clusters Score -2.5954e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -25956036.000000 Penalty: 6044.095215
	Iteration 3Q: 3 clusters Score -2.595604e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111042 members 
Mstep: Class 2 contains 84920 members 
Entering Unmasked Estep 
Score: -25959622.000000 Penalty: 6044.095215
	Iteration 4Q: 3 clusters Score -2.595962e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -25964688.000000 Penalty: 6044.095215
	Iteration 5Q: 3 clusters Score -2.596469e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -25971074.000000 Penalty: 6044.095215
	Iteration 6F: 3 clusters Score -2.597107e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131808 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -25977964.000000 Penalty: 6044.095215
	Iteration 7F: 3 clusters Score -2.597796e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -25985856.000000 Penalty: 6044.095215
	Iteration 8F: 3 clusters Score -2.598586e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146857 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -25993584.000000 Penalty: 6044.095215
	Iteration 9F: 3 clusters Score -2.599358e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -25999854.000000 Penalty: 6044.095215
	Iteration 10Q: 3 clusters Score -2.599985e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -26004532.000000 Penalty: 6044.095215
	Iteration 11Q: 3 clusters Score -2.600453e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -26007290.000000 Penalty: 6044.095215
	Iteration 12Q: 3 clusters Score -2.600729e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163407 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -26009056.000000 Penalty: 6044.095215
	Iteration 13Q: 3 clusters Score -2.600906e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -26010614.000000 Penalty: 6044.095215
	Iteration 14Q: 3 clusters Score -2.601061e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -26011792.000000 Penalty: 6044.095215
	Iteration 15Q: 3 clusters Score -2.601179e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173000 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -26012892.000000 Penalty: 6044.095215
	Iteration 16Q: 3 clusters Score -2.601289e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176035 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -26014146.000000 Penalty: 6044.095215
	Iteration 17Q: 3 clusters Score -2.601415e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178869 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -26015188.000000 Penalty: 6044.095215
	Iteration 18Q: 3 clusters Score -2.601519e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181553 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -26016308.000000 Penalty: 6044.095215
	Iteration 19Q: 3 clusters Score -2.601631e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183978 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -26017284.000000 Penalty: 6044.095215
	Iteration 20F: 3 clusters Score -2.601728e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186153 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -26018220.000000 Penalty: 6044.095215
	Iteration 21Q: 3 clusters Score -2.601822e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188001 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -26018898.000000 Penalty: 6044.095215
	Iteration 22Q: 3 clusters Score -2.60189e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189502 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -26019480.000000 Penalty: 6044.095215
	Iteration 23Q: 3 clusters Score -2.601948e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190705 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -26019732.000000 Penalty: 6044.095215
	Iteration 24Q: 3 clusters Score -2.601973e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191673 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -26020026.000000 Penalty: 6044.095215
	Iteration 25Q: 3 clusters Score -2.602003e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192394 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -26020186.000000 Penalty: 6044.095215
	Iteration 26Q: 3 clusters Score -2.602019e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192941 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -26020328.000000 Penalty: 6044.095215
	Iteration 27Q: 3 clusters Score -2.602033e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193336 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -26020506.000000 Penalty: 6044.095215
	Iteration 28Q: 3 clusters Score -2.602051e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193633 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -26020574.000000 Penalty: 6044.095215
	Iteration 29Q: 3 clusters Score -2.602057e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193889 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -26020738.000000 Penalty: 6044.095215
	Iteration 30Q: 3 clusters Score -2.602074e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194100 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -26020922.000000 Penalty: 6044.095215
	Iteration 31Q: 3 clusters Score -2.602092e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194263 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -26020974.000000 Penalty: 6044.095215
	Iteration 32Q: 3 clusters Score -2.602097e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194397 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -26020988.000000 Penalty: 6044.095215
	Iteration 33Q: 3 clusters Score -2.602099e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194510 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -26021016.000000 Penalty: 6044.095215
	Iteration 34Q: 3 clusters Score -2.602102e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194605 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -26021072.000000 Penalty: 6044.095215
	Iteration 35Q: 3 clusters Score -2.602107e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194668 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -26021100.000000 Penalty: 6044.095215
	Iteration 36Q: 3 clusters Score -2.60211e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194734 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -26021116.000000 Penalty: 6044.095215
	Iteration 37Q: 3 clusters Score -2.602112e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194788 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -26021190.000000 Penalty: 6044.095215
	Iteration 38Q: 3 clusters Score -2.602119e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194840 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -26021174.000000 Penalty: 6044.095215
	Iteration 39Q: 3 clusters Score -2.602117e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194870 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -26021166.000000 Penalty: 6044.095215
	Iteration 40F: 3 clusters Score -2.602117e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194912 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -26021204.000000 Penalty: 6044.095215
	Iteration 41Q: 3 clusters Score -2.60212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194934 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -26021222.000000 Penalty: 6044.095215
	Iteration 42Q: 3 clusters Score -2.602122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194964 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -26021228.000000 Penalty: 6044.095215
	Iteration 43Q: 3 clusters Score -2.602123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194978 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -26021252.000000 Penalty: 6044.095215
	Iteration 44Q: 3 clusters Score -2.602125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194988 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -26021258.000000 Penalty: 6044.095215
	Iteration 45Q: 3 clusters Score -2.602126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194996 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -26021260.000000 Penalty: 6044.095215
	Iteration 46Q: 3 clusters Score -2.602126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194996 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -26021248.000000 Penalty: 6044.095215
	Iteration 47Q: 3 clusters Score -2.602125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195000 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -26021258.000000 Penalty: 6044.095215
	Iteration 48Q: 3 clusters Score -2.602126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195007 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -26021252.000000 Penalty: 6044.095215
	Iteration 49Q: 3 clusters Score -2.602125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195012 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -26021262.000000 Penalty: 6044.095215
	Iteration 50Q: 3 clusters Score -2.602126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195014 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -26021248.000000 Penalty: 6044.095215
	Iteration 51Q: 3 clusters Score -2.602125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195017 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -26021266.000000 Penalty: 6044.095215
	Iteration 52Q: 3 clusters Score -2.602127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195021 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -26021264.000000 Penalty: 6044.095215
	Iteration 53Q: 3 clusters Score -2.602126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195025 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -26021276.000000 Penalty: 6044.095215
	Iteration 54Q: 3 clusters Score -2.602128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195025 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -26021288.000000 Penalty: 6044.095215
	Iteration 55Q: 3 clusters Score -2.602129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195025 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -26021294.000000 Penalty: 6044.095215
	Iteration 56Q: 3 clusters Score -2.602129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195028 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -26021302.000000 Penalty: 6044.095215
	Iteration 57Q: 3 clusters Score -2.60213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195029 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -26021302.000000 Penalty: 6044.095215
	Iteration 58Q: 3 clusters Score -2.60213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195030 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -26021314.000000 Penalty: 6044.095215
	Iteration 59Q: 3 clusters Score -2.602131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195033 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -26021310.000000 Penalty: 6044.095215
	Iteration 60F: 3 clusters Score -2.602131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195035 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -26021310.000000 Penalty: 6044.095215
	Iteration 61Q: 3 clusters Score -2.602131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195039 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -26021304.000000 Penalty: 6044.095215
	Iteration 62Q: 3 clusters Score -2.60213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195042 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -26021312.000000 Penalty: 6044.095215
	Iteration 63Q: 3 clusters Score -2.602131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195045 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -26021320.000000 Penalty: 6044.095215
	Iteration 64Q: 3 clusters Score -2.602132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195046 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -26021328.000000 Penalty: 6044.095215
	Iteration 65Q: 3 clusters Score -2.602133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195049 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -26021320.000000 Penalty: 6044.095215
	Iteration 66Q: 3 clusters Score -2.602132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195049 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -26021330.000000 Penalty: 6044.095215
	Iteration 67Q: 3 clusters Score -2.602133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195049 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -26021330.000000 Penalty: 6044.095215
	Iteration 68F: 3 clusters Score -2.602133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Entering Unmasked Estep 
Score: -1481982.625000 Penalty: 2318.609619
	Iteration 0F: 2 clusters Score -1481983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1473401.125000 Penalty: 4637.219238
	Iteration 0F: 3 clusters Score -1473401 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1475985.000000 Penalty: 4637.219238
	Iteration 1F: 3 clusters Score -1475985 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1476253.000000 Penalty: 4637.219238
	Iteration 2F: 3 clusters Score -1476253 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1476443.625000 Penalty: 4637.219238
	Iteration 3Q: 3 clusters Score -1476444 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1476581.250000 Penalty: 4637.219238
	Iteration 4Q: 3 clusters Score -1476581 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1476700.375000 Penalty: 4637.219238
	Iteration 5Q: 3 clusters Score -1476700 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1476800.625000 Penalty: 4637.219238
	Iteration 6Q: 3 clusters Score -1476801 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1476891.750000 Penalty: 4637.219238
	Iteration 7Q: 3 clusters Score -1476892 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1476983.250000 Penalty: 4637.219238
	Iteration 8Q: 3 clusters Score -1476983 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1477090.375000 Penalty: 4637.219238
	Iteration 9Q: 3 clusters Score -1477090 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1477209.500000 Penalty: 4637.219238
	Iteration 10Q: 3 clusters Score -1477210 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1477349.250000 Penalty: 4637.219238
	Iteration 11Q: 3 clusters Score -1477349 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1477506.375000 Penalty: 4637.219238
	Iteration 12Q: 3 clusters Score -1477506 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1477722.250000 Penalty: 4637.219238
	Iteration 13Q: 3 clusters Score -1477722 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1477963.125000 Penalty: 4637.219238
	Iteration 14Q: 3 clusters Score -1477963 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1478297.375000 Penalty: 4637.219238
	Iteration 15Q: 3 clusters Score -1478297 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1478667.750000 Penalty: 4637.219238
	Iteration 16Q: 3 clusters Score -1478668 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1479050.625000 Penalty: 4637.219238
	Iteration 17Q: 3 clusters Score -1479051 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1479354.750000 Penalty: 4637.219238
	Iteration 18Q: 3 clusters Score -1479355 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1479574.125000 Penalty: 4637.219238
	Iteration 19Q: 3 clusters Score -1479574 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1479702.125000 Penalty: 4637.219238
	Iteration 20F: 3 clusters Score -1479702 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1479786.625000 Penalty: 4637.219238
	Iteration 21Q: 3 clusters Score -1479787 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1479832.500000 Penalty: 4637.219238
	Iteration 22Q: 3 clusters Score -1479832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1479868.000000 Penalty: 4637.219238
	Iteration 23Q: 3 clusters Score -1479868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1479887.500000 Penalty: 4637.219238
	Iteration 24Q: 3 clusters Score -1479888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1479912.625000 Penalty: 4637.219238
	Iteration 25Q: 3 clusters Score -1479913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1479920.000000 Penalty: 4637.219238
	Iteration 26Q: 3 clusters Score -1479920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1479929.875000 Penalty: 4637.219238
	Iteration 27Q: 3 clusters Score -1479930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1479933.875000 Penalty: 4637.219238
	Iteration 28Q: 3 clusters Score -1479934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1479940.500000 Penalty: 4637.219238
	Iteration 29Q: 3 clusters Score -1479940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1479938.875000 Penalty: 4637.219238
	Iteration 30Q: 3 clusters Score -1479939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1479939.750000 Penalty: 4637.219238
	Iteration 31Q: 3 clusters Score -1479940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1479940.375000 Penalty: 4637.219238
	Iteration 32Q: 3 clusters Score -1479940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1479941.375000 Penalty: 4637.219238
	Iteration 33Q: 3 clusters Score -1479941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1479943.000000 Penalty: 4637.219238
	Iteration 34Q: 3 clusters Score -1479943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1479946.375000 Penalty: 4637.219238
	Iteration 35Q: 3 clusters Score -1479946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1479949.375000 Penalty: 4637.219238
	Iteration 36Q: 3 clusters Score -1479949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1479947.625000 Penalty: 4637.219238
	Iteration 37Q: 3 clusters Score -1479948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1479946.875000 Penalty: 4637.219238
	Iteration 38Q: 3 clusters Score -1479947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1479951.625000 Penalty: 4637.219238
	Iteration 39Q: 3 clusters Score -1479952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1479954.500000 Penalty: 4637.219238
	Iteration 40F: 3 clusters Score -1479954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1479952.125000 Penalty: 4637.219238
	Iteration 41Q: 3 clusters Score -1479952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1479954.125000 Penalty: 4637.219238
	Iteration 42Q: 3 clusters Score -1479954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1479955.500000 Penalty: 4637.219238
	Iteration 43Q: 3 clusters Score -1479956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1479957.875000 Penalty: 4637.219238
	Iteration 44Q: 3 clusters Score -1479958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1479963.500000 Penalty: 4637.219238
	Iteration 45Q: 3 clusters Score -1479964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1479966.750000 Penalty: 4637.219238
	Iteration 46Q: 3 clusters Score -1479967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1479964.750000 Penalty: 4637.219238
	Iteration 47Q: 3 clusters Score -1479965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1479966.125000 Penalty: 4637.219238
	Iteration 48Q: 3 clusters Score -1479966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1479967.500000 Penalty: 4637.219238
	Iteration 49Q: 3 clusters Score -1479968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1479967.500000 Penalty: 4637.219238
	Iteration 50F: 3 clusters Score -1479968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Entering Unmasked Estep 
Score: -5445172.500000 Penalty: 2631.822754
	Iteration 0F: 2 clusters Score -5445172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -5417508.500000 Penalty: 5263.645508
	Iteration 0F: 3 clusters Score -5417508 nChanged 18555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5427535.000000 Penalty: 5263.645508
	Iteration 1F: 3 clusters Score -5427535 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5427993.500000 Penalty: 5263.645508
	Iteration 2Q: 3 clusters Score -5427994 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5428414.500000 Penalty: 5263.645508
	Iteration 3Q: 3 clusters Score -5428414 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5428833.000000 Penalty: 5263.645508
	Iteration 4Q: 3 clusters Score -5428833 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -5429354.000000 Penalty: 5263.645508
	Iteration 5Q: 3 clusters Score -5429354 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -5430011.500000 Penalty: 5263.645508
	Iteration 6Q: 3 clusters Score -5430012 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -5430911.000000 Penalty: 5263.645508
	Iteration 7Q: 3 clusters Score -5430911 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -5432232.500000 Penalty: 5263.645508
	Iteration 8F: 3 clusters Score -5432232 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -5433908.000000 Penalty: 5263.645508
	Iteration 9F: 3 clusters Score -5433908 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -5435901.500000 Penalty: 5263.645508
	Iteration 10F: 3 clusters Score -5435902 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5437802.000000 Penalty: 5263.645508
	Iteration 11F: 3 clusters Score -5437802 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5439500.500000 Penalty: 5263.645508
	Iteration 12Q: 3 clusters Score -5439500 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5440773.500000 Penalty: 5263.645508
	Iteration 13Q: 3 clusters Score -5440774 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5441663.500000 Penalty: 5263.645508
	Iteration 14Q: 3 clusters Score -5441664 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5442176.000000 Penalty: 5263.645508
	Iteration 15Q: 3 clusters Score -5442176 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5442461.500000 Penalty: 5263.645508
	Iteration 16Q: 3 clusters Score -5442462 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5442630.500000 Penalty: 5263.645508
	Iteration 17Q: 3 clusters Score -5442630 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5442728.500000 Penalty: 5263.645508
	Iteration 18Q: 3 clusters Score -5442728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5442805.500000 Penalty: 5263.645508
	Iteration 19Q: 3 clusters Score -5442806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5442845.000000 Penalty: 5263.645508
	Iteration 20F: 3 clusters Score -5442845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5442875.500000 Penalty: 5263.645508
	Iteration 21Q: 3 clusters Score -5442876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5442898.000000 Penalty: 5263.645508
	Iteration 22Q: 3 clusters Score -5442898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5442913.000000 Penalty: 5263.645508
	Iteration 23Q: 3 clusters Score -5442913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5442914.500000 Penalty: 5263.645508
	Iteration 24Q: 3 clusters Score -5442914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5442926.000000 Penalty: 5263.645508
	Iteration 25Q: 3 clusters Score -5442926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5442934.500000 Penalty: 5263.645508
	Iteration 26Q: 3 clusters Score -5442934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5442931.500000 Penalty: 5263.645508
	Iteration 27Q: 3 clusters Score -5442932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5442933.500000 Penalty: 5263.645508
	Iteration 28Q: 3 clusters Score -5442934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5442936.500000 Penalty: 5263.645508
	Iteration 29Q: 3 clusters Score -5442936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5442937.000000 Penalty: 5263.645508
	Iteration 30Q: 3 clusters Score -5442937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5442937.000000 Penalty: 5263.645508
	Iteration 31F: 3 clusters Score -5442937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Entering Unmasked Estep 
Score: -867699.437500 Penalty: 2193.180664
	Iteration 0F: 2 clusters Score -867699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -861978.437500 Penalty: 4386.361328
	Iteration 0F: 3 clusters Score -861978.4 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -863539.750000 Penalty: 4386.361328
	Iteration 1F: 3 clusters Score -863539.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -863821.312500 Penalty: 4386.361328
	Iteration 2F: 3 clusters Score -863821.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -864020.812500 Penalty: 4386.361328
	Iteration 3F: 3 clusters Score -864020.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -864199.062500 Penalty: 4386.361328
	Iteration 4Q: 3 clusters Score -864199.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -864367.000000 Penalty: 4386.361328
	Iteration 5Q: 3 clusters Score -864367 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -864532.125000 Penalty: 4386.361328
	Iteration 6Q: 3 clusters Score -864532.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -864729.187500 Penalty: 4386.361328
	Iteration 7Q: 3 clusters Score -864729.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -864929.062500 Penalty: 4386.361328
	Iteration 8Q: 3 clusters Score -864929.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -865117.125000 Penalty: 4386.361328
	Iteration 9Q: 3 clusters Score -865117.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -865295.937500 Penalty: 4386.361328
	Iteration 10Q: 3 clusters Score -865295.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -865437.625000 Penalty: 4386.361328
	Iteration 11Q: 3 clusters Score -865437.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -865564.500000 Penalty: 4386.361328
	Iteration 12Q: 3 clusters Score -865564.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -865660.937500 Penalty: 4386.361328
	Iteration 13Q: 3 clusters Score -865660.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -865741.125000 Penalty: 4386.361328
	Iteration 14Q: 3 clusters Score -865741.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -865821.812500 Penalty: 4386.361328
	Iteration 15Q: 3 clusters Score -865821.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -865918.000000 Penalty: 4386.361328
	Iteration 16Q: 3 clusters Score -865918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -866004.937500 Penalty: 4386.361328
	Iteration 17Q: 3 clusters Score -866004.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -866067.125000 Penalty: 4386.361328
	Iteration 18Q: 3 clusters Score -866067.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -866106.312500 Penalty: 4386.361328
	Iteration 19Q: 3 clusters Score -866106.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -866136.312500 Penalty: 4386.361328
	Iteration 20F: 3 clusters Score -866136.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -866160.812500 Penalty: 4386.361328
	Iteration 21Q: 3 clusters Score -866160.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -866184.937500 Penalty: 4386.361328
	Iteration 22Q: 3 clusters Score -866184.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -866217.250000 Penalty: 4386.361328
	Iteration 23Q: 3 clusters Score -866217.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -866236.312500 Penalty: 4386.361328
	Iteration 24Q: 3 clusters Score -866236.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -866248.625000 Penalty: 4386.361328
	Iteration 25Q: 3 clusters Score -866248.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -866256.250000 Penalty: 4386.361328
	Iteration 26Q: 3 clusters Score -866256.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -866265.937500 Penalty: 4386.361328
	Iteration 27Q: 3 clusters Score -866265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -866268.375000 Penalty: 4386.361328
	Iteration 28Q: 3 clusters Score -866268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -866271.437500 Penalty: 4386.361328
	Iteration 29Q: 3 clusters Score -866271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -866273.875000 Penalty: 4386.361328
	Iteration 30Q: 3 clusters Score -866273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -866277.187500 Penalty: 4386.361328
	Iteration 31Q: 3 clusters Score -866277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -866277.437500 Penalty: 4386.361328
	Iteration 32Q: 3 clusters Score -866277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -866278.687500 Penalty: 4386.361328
	Iteration 33Q: 3 clusters Score -866278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -866277.812500 Penalty: 4386.361328
	Iteration 34Q: 3 clusters Score -866277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -866280.312500 Penalty: 4386.361328
	Iteration 35Q: 3 clusters Score -866280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -866282.562500 Penalty: 4386.361328
	Iteration 36Q: 3 clusters Score -866282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -866283.312500 Penalty: 4386.361328
	Iteration 37Q: 3 clusters Score -866283.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -866283.312500 Penalty: 4386.361328
	Iteration 38F: 3 clusters Score -866283.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 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 345 members 
Entering Unmasked Estep 
Score: -70112.273438 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70112.27 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70700.046875 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70700.05 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71055.390625 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -71055.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -71302.507812 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71302.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71451.937500 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -71451.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71530.585938 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71530.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71618.554688 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71618.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -71658.609375 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71658.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -71709.812500 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71709.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71723.750000 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -71723.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71723.750000 Penalty: 3232.031738
	Iteration 10F: 3 clusters Score -71723.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 50607 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18446 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195962 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 40627 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 39291 members 
Mstep: Class 15 contains 25429 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85228 members 
Mstep: Class 19 contains 191787 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4286 members 
Mstep: Class 27 contains 200960 members 
Mstep: Class 28 contains 189 members 
Entering Unmasked Estep 
Score: -133219240.000000 Penalty: 96125.335938
Splitting cluster 13 changes total score from -133220360.000000 to -133219240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Entering Unmasked Estep 
Score: -4845975.500000 Penalty: 2623.530273
	Iteration 0F: 2 clusters Score -4845976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -4819486.000000 Penalty: 5247.060547
	Iteration 0F: 3 clusters Score -4819486 nChanged 17843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4829721.500000 Penalty: 5247.060547
	Iteration 1F: 3 clusters Score -4829722 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4830462.500000 Penalty: 5247.060547
	Iteration 2F: 3 clusters Score -4830462 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4831304.000000 Penalty: 5247.060547
	Iteration 3Q: 3 clusters Score -4831304 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4832321.500000 Penalty: 5247.060547
	Iteration 4F: 3 clusters Score -4832322 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -4833389.500000 Penalty: 5247.060547
	Iteration 5F: 3 clusters Score -4833390 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -4834641.500000 Penalty: 5247.060547
	Iteration 6F: 3 clusters Score -4834642 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4836090.500000 Penalty: 5247.060547
	Iteration 7F: 3 clusters Score -4836090 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4837429.000000 Penalty: 5247.060547
	Iteration 8F: 3 clusters Score -4837429 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -4838555.000000 Penalty: 5247.060547
	Iteration 9Q: 3 clusters Score -4838555 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4839168.500000 Penalty: 5247.060547
	Iteration 10Q: 3 clusters Score -4839168 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4839488.500000 Penalty: 5247.060547
	Iteration 11Q: 3 clusters Score -4839488 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4839631.500000 Penalty: 5247.060547
	Iteration 12Q: 3 clusters Score -4839632 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4839723.000000 Penalty: 5247.060547
	Iteration 13Q: 3 clusters Score -4839723 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -4839834.500000 Penalty: 5247.060547
	Iteration 14Q: 3 clusters Score -4839834 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -4839898.000000 Penalty: 5247.060547
	Iteration 15Q: 3 clusters Score -4839898 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4839976.500000 Penalty: 5247.060547
	Iteration 16Q: 3 clusters Score -4839976 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4840051.500000 Penalty: 5247.060547
	Iteration 17Q: 3 clusters Score -4840052 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4840113.000000 Penalty: 5247.060547
	Iteration 18Q: 3 clusters Score -4840113 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4840189.500000 Penalty: 5247.060547
	Iteration 19Q: 3 clusters Score -4840190 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4840297.000000 Penalty: 5247.060547
	Iteration 20F: 3 clusters Score -4840297 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -4840393.000000 Penalty: 5247.060547
	Iteration 21Q: 3 clusters Score -4840393 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4840487.000000 Penalty: 5247.060547
	Iteration 22Q: 3 clusters Score -4840487 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4840593.500000 Penalty: 5247.060547
	Iteration 23Q: 3 clusters Score -4840594 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4840721.500000 Penalty: 5247.060547
	Iteration 24Q: 3 clusters Score -4840722 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4840907.500000 Penalty: 5247.060547
	Iteration 25Q: 3 clusters Score -4840908 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4841064.500000 Penalty: 5247.060547
	Iteration 26Q: 3 clusters Score -4841064 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -4841282.000000 Penalty: 5247.060547
	Iteration 27Q: 3 clusters Score -4841282 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -4841539.000000 Penalty: 5247.060547
	Iteration 28Q: 3 clusters Score -4841539 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -4841819.000000 Penalty: 5247.060547
	Iteration 29Q: 3 clusters Score -4841819 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4842118.000000 Penalty: 5247.060547
	Iteration 30Q: 3 clusters Score -4842118 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -4842350.000000 Penalty: 5247.060547
	Iteration 31Q: 3 clusters Score -4842350 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -4842590.500000 Penalty: 5247.060547
	Iteration 32Q: 3 clusters Score -4842590 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4842785.500000 Penalty: 5247.060547
	Iteration 33Q: 3 clusters Score -4842786 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4842948.000000 Penalty: 5247.060547
	Iteration 34Q: 3 clusters Score -4842948 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4843097.500000 Penalty: 5247.060547
	Iteration 35Q: 3 clusters Score -4843098 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4843201.000000 Penalty: 5247.060547
	Iteration 36Q: 3 clusters Score -4843201 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4843317.000000 Penalty: 5247.060547
	Iteration 37Q: 3 clusters Score -4843317 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -4843401.500000 Penalty: 5247.060547
	Iteration 38Q: 3 clusters Score -4843402 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4843486.000000 Penalty: 5247.060547
	Iteration 39Q: 3 clusters Score -4843486 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -4843556.000000 Penalty: 5247.060547
	Iteration 40F: 3 clusters Score -4843556 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4843634.000000 Penalty: 5247.060547
	Iteration 41Q: 3 clusters Score -4843634 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4843688.500000 Penalty: 5247.060547
	Iteration 42Q: 3 clusters Score -4843688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4843718.000000 Penalty: 5247.060547
	Iteration 43Q: 3 clusters Score -4843718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4843726.000000 Penalty: 5247.060547
	Iteration 44Q: 3 clusters Score -4843726 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4843766.000000 Penalty: 5247.060547
	Iteration 45Q: 3 clusters Score -4843766 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4843776.500000 Penalty: 5247.060547
	Iteration 46Q: 3 clusters Score -4843776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4843815.500000 Penalty: 5247.060547
	Iteration 47Q: 3 clusters Score -4843816 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4843839.500000 Penalty: 5247.060547
	Iteration 48Q: 3 clusters Score -4843840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4843867.000000 Penalty: 5247.060547
	Iteration 49Q: 3 clusters Score -4843867 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4843890.500000 Penalty: 5247.060547
	Iteration 50Q: 3 clusters Score -4843890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4843915.500000 Penalty: 5247.060547
	Iteration 51Q: 3 clusters Score -4843916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4843937.000000 Penalty: 5247.060547
	Iteration 52Q: 3 clusters Score -4843937 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4843936.000000 Penalty: 5247.060547
	Iteration 53Q: 3 clusters Score -4843936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4843939.500000 Penalty: 5247.060547
	Iteration 54Q: 3 clusters Score -4843940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4843952.500000 Penalty: 5247.060547
	Iteration 55Q: 3 clusters Score -4843952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4843953.500000 Penalty: 5247.060547
	Iteration 56Q: 3 clusters Score -4843954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4843972.000000 Penalty: 5247.060547
	Iteration 57Q: 3 clusters Score -4843972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4843971.500000 Penalty: 5247.060547
	Iteration 58Q: 3 clusters Score -4843972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4843976.000000 Penalty: 5247.060547
	Iteration 59Q: 3 clusters Score -4843976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4843982.500000 Penalty: 5247.060547
	Iteration 60F: 3 clusters Score -4843982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4844001.500000 Penalty: 5247.060547
	Iteration 61Q: 3 clusters Score -4844002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4844003.000000 Penalty: 5247.060547
	Iteration 62Q: 3 clusters Score -4844003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4844012.500000 Penalty: 5247.060547
	Iteration 63Q: 3 clusters Score -4844012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4844017.000000 Penalty: 5247.060547
	Iteration 64Q: 3 clusters Score -4844017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4844017.000000 Penalty: 5247.060547
	Iteration 65Q: 3 clusters Score -4844017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4844024.500000 Penalty: 5247.060547
	Iteration 66Q: 3 clusters Score -4844024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4844019.500000 Penalty: 5247.060547
	Iteration 67Q: 3 clusters Score -4844020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4844030.000000 Penalty: 5247.060547
	Iteration 68Q: 3 clusters Score -4844030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4844025.500000 Penalty: 5247.060547
	Iteration 69Q: 3 clusters Score -4844026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4844031.000000 Penalty: 5247.060547
	Iteration 70Q: 3 clusters Score -4844031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4844032.000000 Penalty: 5247.060547
	Iteration 71Q: 3 clusters Score -4844032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4844037.000000 Penalty: 5247.060547
	Iteration 72Q: 3 clusters Score -4844037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4844036.000000 Penalty: 5247.060547
	Iteration 73Q: 3 clusters Score -4844036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4844036.000000 Penalty: 5247.060547
	Iteration 74Q: 3 clusters Score -4844036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4844037.500000 Penalty: 5247.060547
	Iteration 75Q: 3 clusters Score -4844038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4844041.500000 Penalty: 5247.060547
	Iteration 76Q: 3 clusters Score -4844042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4844050.000000 Penalty: 5247.060547
	Iteration 77Q: 3 clusters Score -4844050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4844048.500000 Penalty: 5247.060547
	Iteration 78Q: 3 clusters Score -4844048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4844040.000000 Penalty: 5247.060547
	Iteration 79Q: 3 clusters Score -4844040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4844049.000000 Penalty: 5247.060547
	Iteration 80F: 3 clusters Score -4844049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4844048.500000 Penalty: 5247.060547
	Iteration 81Q: 3 clusters Score -4844048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4844044.500000 Penalty: 5247.060547
	Iteration 82Q: 3 clusters Score -4844044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4844047.000000 Penalty: 5247.060547
	Iteration 83Q: 3 clusters Score -4844047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4844050.000000 Penalty: 5247.060547
	Iteration 84Q: 3 clusters Score -4844050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4844049.000000 Penalty: 5247.060547
	Iteration 85Q: 3 clusters Score -4844049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4844049.000000 Penalty: 5247.060547
	Iteration 86F: 3 clusters Score -4844049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Entering Unmasked Estep 
Score: -3420337.250000 Penalty: 2515.624023
	Iteration 0F: 2 clusters Score -3420337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3402820.250000 Penalty: 5031.248047
	Iteration 0F: 3 clusters Score -3402820 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3409332.250000 Penalty: 5031.248047
	Iteration 1F: 3 clusters Score -3409332 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3410336.000000 Penalty: 5031.248047
	Iteration 2F: 3 clusters Score -3410336 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3411388.750000 Penalty: 5031.248047
	Iteration 3F: 3 clusters Score -3411389 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3412528.500000 Penalty: 5031.248047
	Iteration 4F: 3 clusters Score -3412528 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3413774.500000 Penalty: 5031.248047
	Iteration 5F: 3 clusters Score -3413774 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3415203.250000 Penalty: 5031.248047
	Iteration 6F: 3 clusters Score -3415203 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3416549.000000 Penalty: 5031.248047
	Iteration 7F: 3 clusters Score -3416549 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3417663.000000 Penalty: 5031.248047
	Iteration 8F: 3 clusters Score -3417663 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3418448.000000 Penalty: 5031.248047
	Iteration 9Q: 3 clusters Score -3418448 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3418954.750000 Penalty: 5031.248047
	Iteration 10Q: 3 clusters Score -3418955 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3419281.500000 Penalty: 5031.248047
	Iteration 11Q: 3 clusters Score -3419282 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3419509.000000 Penalty: 5031.248047
	Iteration 12Q: 3 clusters Score -3419509 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3419646.750000 Penalty: 5031.248047
	Iteration 13Q: 3 clusters Score -3419647 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3419726.500000 Penalty: 5031.248047
	Iteration 14Q: 3 clusters Score -3419726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3419787.000000 Penalty: 5031.248047
	Iteration 15Q: 3 clusters Score -3419787 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3419837.500000 Penalty: 5031.248047
	Iteration 16Q: 3 clusters Score -3419838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3419887.000000 Penalty: 5031.248047
	Iteration 17Q: 3 clusters Score -3419887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3419908.750000 Penalty: 5031.248047
	Iteration 18Q: 3 clusters Score -3419909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3419936.000000 Penalty: 5031.248047
	Iteration 19Q: 3 clusters Score -3419936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3419937.000000 Penalty: 5031.248047
	Iteration 20F: 3 clusters Score -3419937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3419951.250000 Penalty: 5031.248047
	Iteration 21Q: 3 clusters Score -3419951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3419968.000000 Penalty: 5031.248047
	Iteration 22Q: 3 clusters Score -3419968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3419973.000000 Penalty: 5031.248047
	Iteration 23Q: 3 clusters Score -3419973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3419977.250000 Penalty: 5031.248047
	Iteration 24Q: 3 clusters Score -3419977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3419980.500000 Penalty: 5031.248047
	Iteration 25Q: 3 clusters Score -3419980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3419986.750000 Penalty: 5031.248047
	Iteration 26Q: 3 clusters Score -3419987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3419985.000000 Penalty: 5031.248047
	Iteration 27Q: 3 clusters Score -3419985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3419985.000000 Penalty: 5031.248047
	Iteration 28F: 3 clusters Score -3419985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Entering Unmasked Estep 
Score: -8905390.000000 Penalty: 2754.439453
	Iteration 0F: 2 clusters Score -8905390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -8860750.000000 Penalty: 5508.878906
	Iteration 0F: 3 clusters Score -8860750 nChanged 31083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -8878233.000000 Penalty: 5508.878906
	Iteration 1F: 3 clusters Score -8878233 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -8879038.000000 Penalty: 5508.878906
	Iteration 2Q: 3 clusters Score -8879038 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -8880270.000000 Penalty: 5508.878906
	Iteration 3Q: 3 clusters Score -8880270 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -8881915.000000 Penalty: 5508.878906
	Iteration 4F: 3 clusters Score -8881915 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -8884554.000000 Penalty: 5508.878906
	Iteration 5F: 3 clusters Score -8884554 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -8888428.000000 Penalty: 5508.878906
	Iteration 6F: 3 clusters Score -8888428 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -8893041.000000 Penalty: 5508.878906
	Iteration 7F: 3 clusters Score -8893041 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -8897227.000000 Penalty: 5508.878906
	Iteration 8F: 3 clusters Score -8897227 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -8899965.000000 Penalty: 5508.878906
	Iteration 9Q: 3 clusters Score -8899965 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -8901568.000000 Penalty: 5508.878906
	Iteration 10Q: 3 clusters Score -8901568 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -8902467.000000 Penalty: 5508.878906
	Iteration 11Q: 3 clusters Score -8902467 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -8902957.000000 Penalty: 5508.878906
	Iteration 12Q: 3 clusters Score -8902957 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -8903296.000000 Penalty: 5508.878906
	Iteration 13Q: 3 clusters Score -8903296 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -8903517.000000 Penalty: 5508.878906
	Iteration 14Q: 3 clusters Score -8903517 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -8903693.000000 Penalty: 5508.878906
	Iteration 15Q: 3 clusters Score -8903693 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -8903757.000000 Penalty: 5508.878906
	Iteration 16Q: 3 clusters Score -8903757 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -8903813.000000 Penalty: 5508.878906
	Iteration 17Q: 3 clusters Score -8903813 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -8903893.000000 Penalty: 5508.878906
	Iteration 18Q: 3 clusters Score -8903893 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -8903944.000000 Penalty: 5508.878906
	Iteration 19Q: 3 clusters Score -8903944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -8903973.000000 Penalty: 5508.878906
	Iteration 20F: 3 clusters Score -8903973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -8903998.000000 Penalty: 5508.878906
	Iteration 21Q: 3 clusters Score -8903998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -8904033.000000 Penalty: 5508.878906
	Iteration 22Q: 3 clusters Score -8904033 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -8904074.000000 Penalty: 5508.878906
	Iteration 23Q: 3 clusters Score -8904074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -8904100.000000 Penalty: 5508.878906
	Iteration 24Q: 3 clusters Score -8904100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -8904129.000000 Penalty: 5508.878906
	Iteration 25Q: 3 clusters Score -8904129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -8904143.000000 Penalty: 5508.878906
	Iteration 26Q: 3 clusters Score -8904143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -8904166.000000 Penalty: 5508.878906
	Iteration 27Q: 3 clusters Score -8904166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -8904168.000000 Penalty: 5508.878906
	Iteration 28Q: 3 clusters Score -8904168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -8904189.000000 Penalty: 5508.878906
	Iteration 29Q: 3 clusters Score -8904189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -8904203.000000 Penalty: 5508.878906
	Iteration 30Q: 3 clusters Score -8904203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -8904216.000000 Penalty: 5508.878906
	Iteration 31Q: 3 clusters Score -8904216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -8904218.000000 Penalty: 5508.878906
	Iteration 32Q: 3 clusters Score -8904218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -8904230.000000 Penalty: 5508.878906
	Iteration 33Q: 3 clusters Score -8904230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -8904244.000000 Penalty: 5508.878906
	Iteration 34Q: 3 clusters Score -8904244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -8904238.000000 Penalty: 5508.878906
	Iteration 35Q: 3 clusters Score -8904238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -8904251.000000 Penalty: 5508.878906
	Iteration 36Q: 3 clusters Score -8904251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -8904260.000000 Penalty: 5508.878906
	Iteration 37Q: 3 clusters Score -8904260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -8904275.000000 Penalty: 5508.878906
	Iteration 38Q: 3 clusters Score -8904275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -8904286.000000 Penalty: 5508.878906
	Iteration 39Q: 3 clusters Score -8904286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -8904289.000000 Penalty: 5508.878906
	Iteration 40F: 3 clusters Score -8904289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -8904295.000000 Penalty: 5508.878906
	Iteration 41Q: 3 clusters Score -8904295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -8904299.000000 Penalty: 5508.878906
	Iteration 42Q: 3 clusters Score -8904299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -8904306.000000 Penalty: 5508.878906
	Iteration 43Q: 3 clusters Score -8904306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -8904314.000000 Penalty: 5508.878906
	Iteration 44Q: 3 clusters Score -8904314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -8904326.000000 Penalty: 5508.878906
	Iteration 45Q: 3 clusters Score -8904326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -8904328.000000 Penalty: 5508.878906
	Iteration 46Q: 3 clusters Score -8904328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -8904327.000000 Penalty: 5508.878906
	Iteration 47Q: 3 clusters Score -8904327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -8904331.000000 Penalty: 5508.878906
	Iteration 48Q: 3 clusters Score -8904331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -8904330.000000 Penalty: 5508.878906
	Iteration 49Q: 3 clusters Score -8904330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -8904327.000000 Penalty: 5508.878906
	Iteration 50Q: 3 clusters Score -8904327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -8904335.000000 Penalty: 5508.878906
	Iteration 51Q: 3 clusters Score -8904335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -8904340.000000 Penalty: 5508.878906
	Iteration 52Q: 3 clusters Score -8904340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -8904340.000000 Penalty: 5508.878906
	Iteration 53F: 3 clusters Score -8904340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66268.234375 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66268.23 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66736.000000 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66945.273438 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -66945.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67096.804688 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -67096.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67177.070312 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -67177.07 nChanged 13
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: -67205.390625 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67205.39 nChanged 9
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: -67245.820312 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -67245.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67284.703125 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -67284.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67322.656250 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -67322.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67378.562500 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -67378.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67431.015625 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -67431.02 nChanged 12
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: -67476.859375 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -67476.86 nChanged 12
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: -67522.078125 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -67522.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67590.398438 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -67590.4 nChanged 17
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: -67646.046875 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -67646.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67677.742188 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -67677.74 nChanged 5
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: -67685.421875 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -67685.42 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: -67686.898438 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -67686.9 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: -67688.171875 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -67688.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67691.406250 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -67691.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67692.468750 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -67692.47 nChanged 1
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: -67695.140625 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -67695.14 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: -67700.898438 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -67700.9 nChanged 4
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: -67707.953125 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -67707.95 nChanged 1
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: -67711.257812 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -67711.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67718.710938 Penalty: 3193.125000
	Iteration 25Q: 3 clusters Score -67718.71 nChanged 4
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: -67731.710938 Penalty: 3193.125000
	Iteration 26Q: 3 clusters Score -67731.71 nChanged 4
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: -67744.546875 Penalty: 3193.125000
	Iteration 27Q: 3 clusters Score -67744.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67745.984375 Penalty: 3193.125000
	Iteration 28Q: 3 clusters Score -67745.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67745.984375 Penalty: 3193.125000
	Iteration 29F: 3 clusters Score -67745.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (85228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Entering Unmasked Estep 
Score: -11132774.000000 Penalty: 2815.565186
	Iteration 0F: 2 clusters Score -1.113277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -11075601.000000 Penalty: 5631.130371
	Iteration 0F: 3 clusters Score -1.10756e+07 nChanged 40101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -11098539.000000 Penalty: 5631.130371
	Iteration 1F: 3 clusters Score -1.109854e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -11099460.000000 Penalty: 5631.130371
	Iteration 2Q: 3 clusters Score -1.109946e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -11100579.000000 Penalty: 5631.130371
	Iteration 3Q: 3 clusters Score -1.110058e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -11102151.000000 Penalty: 5631.130371
	Iteration 4Q: 3 clusters Score -1.110215e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -11104337.000000 Penalty: 5631.130371
	Iteration 5F: 3 clusters Score -1.110434e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -11107331.000000 Penalty: 5631.130371
	Iteration 6F: 3 clusters Score -1.110733e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -11111186.000000 Penalty: 5631.130371
	Iteration 7F: 3 clusters Score -1.111119e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -11115559.000000 Penalty: 5631.130371
	Iteration 8F: 3 clusters Score -1.111556e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -11120465.000000 Penalty: 5631.130371
	Iteration 9F: 3 clusters Score -1.112046e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -11124676.000000 Penalty: 5631.130371
	Iteration 10Q: 3 clusters Score -1.112468e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -11127029.000000 Penalty: 5631.130371
	Iteration 11Q: 3 clusters Score -1.112703e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -11128206.000000 Penalty: 5631.130371
	Iteration 12Q: 3 clusters Score -1.112821e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -11128853.000000 Penalty: 5631.130371
	Iteration 13Q: 3 clusters Score -1.112885e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -11129288.000000 Penalty: 5631.130371
	Iteration 14Q: 3 clusters Score -1.112929e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -11129616.000000 Penalty: 5631.130371
	Iteration 15Q: 3 clusters Score -1.112962e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -11129832.000000 Penalty: 5631.130371
	Iteration 16Q: 3 clusters Score -1.112983e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -11129989.000000 Penalty: 5631.130371
	Iteration 17Q: 3 clusters Score -1.112999e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -11130143.000000 Penalty: 5631.130371
	Iteration 18Q: 3 clusters Score -1.113014e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -11130222.000000 Penalty: 5631.130371
	Iteration 19Q: 3 clusters Score -1.113022e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -11130291.000000 Penalty: 5631.130371
	Iteration 20F: 3 clusters Score -1.113029e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -11130393.000000 Penalty: 5631.130371
	Iteration 21Q: 3 clusters Score -1.113039e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -11130487.000000 Penalty: 5631.130371
	Iteration 22Q: 3 clusters Score -1.113049e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -11130532.000000 Penalty: 5631.130371
	Iteration 23Q: 3 clusters Score -1.113053e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -11130583.000000 Penalty: 5631.130371
	Iteration 24Q: 3 clusters Score -1.113058e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -11130608.000000 Penalty: 5631.130371
	Iteration 25Q: 3 clusters Score -1.113061e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -11130623.000000 Penalty: 5631.130371
	Iteration 26Q: 3 clusters Score -1.113062e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -11130622.000000 Penalty: 5631.130371
	Iteration 27Q: 3 clusters Score -1.113062e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -11130614.000000 Penalty: 5631.130371
	Iteration 28Q: 3 clusters Score -1.113061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -11130617.000000 Penalty: 5631.130371
	Iteration 29Q: 3 clusters Score -1.113062e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -11130639.000000 Penalty: 5631.130371
	Iteration 30Q: 3 clusters Score -1.113064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -11130647.000000 Penalty: 5631.130371
	Iteration 31Q: 3 clusters Score -1.113065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -11130645.000000 Penalty: 5631.130371
	Iteration 32Q: 3 clusters Score -1.113064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -11130659.000000 Penalty: 5631.130371
	Iteration 33Q: 3 clusters Score -1.113066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -11130667.000000 Penalty: 5631.130371
	Iteration 34Q: 3 clusters Score -1.113067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -11130649.000000 Penalty: 5631.130371
	Iteration 35Q: 3 clusters Score -1.113065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -11130675.000000 Penalty: 5631.130371
	Iteration 36Q: 3 clusters Score -1.113068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -11130671.000000 Penalty: 5631.130371
	Iteration 37Q: 3 clusters Score -1.113067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -11130678.000000 Penalty: 5631.130371
	Iteration 38Q: 3 clusters Score -1.113068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -11130668.000000 Penalty: 5631.130371
	Iteration 39Q: 3 clusters Score -1.113067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -11130674.000000 Penalty: 5631.130371
	Iteration 40F: 3 clusters Score -1.113067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -11130671.000000 Penalty: 5631.130371
	Iteration 41Q: 3 clusters Score -1.113067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -11130670.000000 Penalty: 5631.130371
	Iteration 42Q: 3 clusters Score -1.113067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -11130669.000000 Penalty: 5631.130371
	Iteration 43Q: 3 clusters Score -1.113067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -11130659.000000 Penalty: 5631.130371
	Iteration 44Q: 3 clusters Score -1.113066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -11130664.000000 Penalty: 5631.130371
	Iteration 45Q: 3 clusters Score -1.113066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -11130671.000000 Penalty: 5631.130371
	Iteration 46Q: 3 clusters Score -1.113067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -11130678.000000 Penalty: 5631.130371
	Iteration 47Q: 3 clusters Score -1.113068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -11130686.000000 Penalty: 5631.130371
	Iteration 48Q: 3 clusters Score -1.113069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -11130689.000000 Penalty: 5631.130371
	Iteration 49Q: 3 clusters Score -1.113069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -11130695.000000 Penalty: 5631.130371
	Iteration 50Q: 3 clusters Score -1.11307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
Score: -11130691.000000 Penalty: 5631.130371
	Iteration 51Q: 3 clusters Score -1.113069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -11130695.000000 Penalty: 5631.130371
	Iteration 52Q: 3 clusters Score -1.11307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -11130688.000000 Penalty: 5631.130371
	Iteration 53Q: 3 clusters Score -1.113069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -11130689.000000 Penalty: 5631.130371
	Iteration 54Q: 3 clusters Score -1.113069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -11130686.000000 Penalty: 5631.130371
	Iteration 55Q: 3 clusters Score -1.113069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -11130687.000000 Penalty: 5631.130371
	Iteration 56Q: 3 clusters Score -1.113069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -11130684.000000 Penalty: 5631.130371
	Iteration 57Q: 3 clusters Score -1.113068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -11130677.000000 Penalty: 5631.130371
	Iteration 58Q: 3 clusters Score -1.113068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -11130675.000000 Penalty: 5631.130371
	Iteration 59Q: 3 clusters Score -1.113068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -11130679.000000 Penalty: 5631.130371
	Iteration 60F: 3 clusters Score -1.113068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -11130675.000000 Penalty: 5631.130371
	Iteration 61Q: 3 clusters Score -1.113068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -11130678.000000 Penalty: 5631.130371
	Iteration 62Q: 3 clusters Score -1.113068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -11130682.000000 Penalty: 5631.130371
	Iteration 63Q: 3 clusters Score -1.113068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -11130686.000000 Penalty: 5631.130371
	Iteration 64Q: 3 clusters Score -1.113069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -11130679.000000 Penalty: 5631.130371
	Iteration 65Q: 3 clusters Score -1.113068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -11130679.000000 Penalty: 5631.130371
	Iteration 66F: 3 clusters Score -1.113068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (191787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191787 members 
Entering Unmasked Estep 
Score: -25379592.000000 Penalty: 3016.706787
	Iteration 0F: 2 clusters Score -2.537959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95986 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -25271740.000000 Penalty: 6033.413574
	Iteration 0F: 3 clusters Score -2.527174e+07 nChanged 92084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -25325614.000000 Penalty: 6033.413574
	Iteration 1F: 3 clusters Score -2.532561e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99976 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -25326352.000000 Penalty: 6033.413574
	Iteration 2Q: 3 clusters Score -2.532635e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -25327556.000000 Penalty: 6033.413574
	Iteration 3Q: 3 clusters Score -2.532756e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 85249 members 
Entering Unmasked Estep 
Score: -25329154.000000 Penalty: 6033.413574
	Iteration 4Q: 3 clusters Score -2.532915e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -25331622.000000 Penalty: 6033.413574
	Iteration 5Q: 3 clusters Score -2.533162e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120657 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -25335530.000000 Penalty: 6033.413574
	Iteration 6Q: 3 clusters Score -2.533553e+07 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131540 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -25341684.000000 Penalty: 6033.413574
	Iteration 7F: 3 clusters Score -2.534168e+07 nChanged 13862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -25349884.000000 Penalty: 6033.413574
	Iteration 8F: 3 clusters Score -2.534988e+07 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158540 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -25360390.000000 Penalty: 6033.413574
	Iteration 9F: 3 clusters Score -2.536039e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -25369294.000000 Penalty: 6033.413574
	Iteration 10F: 3 clusters Score -2.536929e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180554 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -25374032.000000 Penalty: 6033.413574
	Iteration 11Q: 3 clusters Score -2.537403e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186284 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -25375994.000000 Penalty: 6033.413574
	Iteration 12Q: 3 clusters Score -2.537599e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189106 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -25376544.000000 Penalty: 6033.413574
	Iteration 13Q: 3 clusters Score -2.537654e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190305 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -25376740.000000 Penalty: 6033.413574
	Iteration 14Q: 3 clusters Score -2.537674e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190823 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -25376890.000000 Penalty: 6033.413574
	Iteration 15Q: 3 clusters Score -2.537689e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191039 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -25376996.000000 Penalty: 6033.413574
	Iteration 16Q: 3 clusters Score -2.5377e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191131 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -25377118.000000 Penalty: 6033.413574
	Iteration 17Q: 3 clusters Score -2.537712e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191164 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -25377224.000000 Penalty: 6033.413574
	Iteration 18Q: 3 clusters Score -2.537722e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191186 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -25377260.000000 Penalty: 6033.413574
	Iteration 19Q: 3 clusters Score -2.537726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191193 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -25377286.000000 Penalty: 6033.413574
	Iteration 20F: 3 clusters Score -2.537729e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191200 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -25377288.000000 Penalty: 6033.413574
	Iteration 21Q: 3 clusters Score -2.537729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191203 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -25377320.000000 Penalty: 6033.413574
	Iteration 22Q: 3 clusters Score -2.537732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191205 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -25377310.000000 Penalty: 6033.413574
	Iteration 23Q: 3 clusters Score -2.537731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191206 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -25377302.000000 Penalty: 6033.413574
	Iteration 24Q: 3 clusters Score -2.53773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191214 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -25377350.000000 Penalty: 6033.413574
	Iteration 25Q: 3 clusters Score -2.537735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191217 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -25377328.000000 Penalty: 6033.413574
	Iteration 26Q: 3 clusters Score -2.537733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191219 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -25377320.000000 Penalty: 6033.413574
	Iteration 27Q: 3 clusters Score -2.537732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191220 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -25377330.000000 Penalty: 6033.413574
	Iteration 28Q: 3 clusters Score -2.537733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191223 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -25377314.000000 Penalty: 6033.413574
	Iteration 29Q: 3 clusters Score -2.537731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191229 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -25377310.000000 Penalty: 6033.413574
	Iteration 30Q: 3 clusters Score -2.537731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191234 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -25377314.000000 Penalty: 6033.413574
	Iteration 31Q: 3 clusters Score -2.537731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191239 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -25377338.000000 Penalty: 6033.413574
	Iteration 32Q: 3 clusters Score -2.537734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191245 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -25377368.000000 Penalty: 6033.413574
	Iteration 33Q: 3 clusters Score -2.537737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191246 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -25377366.000000 Penalty: 6033.413574
	Iteration 34Q: 3 clusters Score -2.537737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191243 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -25377368.000000 Penalty: 6033.413574
	Iteration 35Q: 3 clusters Score -2.537737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191243 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -25377364.000000 Penalty: 6033.413574
	Iteration 36Q: 3 clusters Score -2.537736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191242 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -25377364.000000 Penalty: 6033.413574
	Iteration 37Q: 3 clusters Score -2.537736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191241 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -25377358.000000 Penalty: 6033.413574
	Iteration 38Q: 3 clusters Score -2.537736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191240 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -25377364.000000 Penalty: 6033.413574
	Iteration 39Q: 3 clusters Score -2.537736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191240 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -25377364.000000 Penalty: 6033.413574
	Iteration 40F: 3 clusters Score -2.537736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -183816.484375 Penalty: 1801.305664
	Iteration 0F: 2 clusters Score -183816.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -181559.062500 Penalty: 3602.611328
	Iteration 0F: 3 clusters Score -181559.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -181918.109375 Penalty: 3602.611328
	Iteration 1F: 3 clusters Score -181918.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -182049.906250 Penalty: 3602.611328
	Iteration 2F: 3 clusters Score -182049.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -182121.015625 Penalty: 3602.611328
	Iteration 3Q: 3 clusters Score -182121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182168.953125 Penalty: 3602.611328
	Iteration 4Q: 3 clusters Score -182169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -182212.921875 Penalty: 3602.611328
	Iteration 5Q: 3 clusters Score -182212.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -182242.421875 Penalty: 3602.611328
	Iteration 6Q: 3 clusters Score -182242.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -182273.656250 Penalty: 3602.611328
	Iteration 7Q: 3 clusters Score -182273.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -182297.640625 Penalty: 3602.611328
	Iteration 8Q: 3 clusters Score -182297.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -182324.406250 Penalty: 3602.611328
	Iteration 9Q: 3 clusters Score -182324.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -182355.609375 Penalty: 3602.611328
	Iteration 10Q: 3 clusters Score -182355.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -182388.890625 Penalty: 3602.611328
	Iteration 11Q: 3 clusters Score -182388.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -182404.968750 Penalty: 3602.611328
	Iteration 12Q: 3 clusters Score -182405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -182419.765625 Penalty: 3602.611328
	Iteration 13Q: 3 clusters Score -182419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -182436.843750 Penalty: 3602.611328
	Iteration 14Q: 3 clusters Score -182436.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -182457.812500 Penalty: 3602.611328
	Iteration 15Q: 3 clusters Score -182457.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -182486.046875 Penalty: 3602.611328
	Iteration 16Q: 3 clusters Score -182486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182509.859375 Penalty: 3602.611328
	Iteration 17Q: 3 clusters Score -182509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -182531.531250 Penalty: 3602.611328
	Iteration 18Q: 3 clusters Score -182531.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -182554.328125 Penalty: 3602.611328
	Iteration 19Q: 3 clusters Score -182554.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -182567.796875 Penalty: 3602.611328
	Iteration 20F: 3 clusters Score -182567.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -182584.265625 Penalty: 3602.611328
	Iteration 21Q: 3 clusters Score -182584.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -182596.156250 Penalty: 3602.611328
	Iteration 22Q: 3 clusters Score -182596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -182601.140625 Penalty: 3602.611328
	Iteration 23Q: 3 clusters Score -182601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -182603.812500 Penalty: 3602.611328
	Iteration 24Q: 3 clusters Score -182603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -182606.437500 Penalty: 3602.611328
	Iteration 25Q: 3 clusters Score -182606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -182609.140625 Penalty: 3602.611328
	Iteration 26Q: 3 clusters Score -182609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -182616.468750 Penalty: 3602.611328
	Iteration 27Q: 3 clusters Score -182616.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -182621.187500 Penalty: 3602.611328
	Iteration 28Q: 3 clusters Score -182621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -182623.609375 Penalty: 3602.611328
	Iteration 29Q: 3 clusters Score -182623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -182630.046875 Penalty: 3602.611328
	Iteration 30Q: 3 clusters Score -182630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -182641.562500 Penalty: 3602.611328
	Iteration 31Q: 3 clusters Score -182641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -182653.187500 Penalty: 3602.611328
	Iteration 32Q: 3 clusters Score -182653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -182665.078125 Penalty: 3602.611328
	Iteration 33Q: 3 clusters Score -182665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -182674.828125 Penalty: 3602.611328
	Iteration 34Q: 3 clusters Score -182674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -182681.843750 Penalty: 3602.611328
	Iteration 35Q: 3 clusters Score -182681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -182686.359375 Penalty: 3602.611328
	Iteration 36Q: 3 clusters Score -182686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -182689.437500 Penalty: 3602.611328
	Iteration 37Q: 3 clusters Score -182689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -182689.437500 Penalty: 3602.611328
	Iteration 38F: 3 clusters Score -182689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -79941.054688 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -79941.05 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 391 members 
Entering Unmasked Estep 
Score: -78402.921875 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -78402.92 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79097.148438 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -79097.15 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79509.617188 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -79509.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79771.351562 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -79771.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79868.718750 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -79868.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79978.703125 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -79978.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -80131.710938 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -80131.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80311.960938 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -80311.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80343.265625 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -80343.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80353.367188 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -80353.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80358.843750 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -80358.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80366.601562 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -80366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80368.648438 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -80368.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80368.648438 Penalty: 3292.729736
	Iteration 13F: 3 clusters Score -80368.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 50607 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18446 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195962 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 40627 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39291 members 
Mstep: Class 15 contains 25429 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85228 members 
Mstep: Class 19 contains 191787 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4286 members 
Mstep: Class 27 contains 200960 members 
Mstep: Class 28 contains 335 members 
Entering Unmasked Estep 
Score: -133219896.000000 Penalty: 96125.335938
Splitting cluster 21 changes total score from -133220360.000000 to -133219896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (37308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Entering Unmasked Estep 
Score: -5020730.500000 Penalty: 2610.686768
	Iteration 0F: 2 clusters Score -5020730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4995271.500000 Penalty: 5221.373535
	Iteration 0F: 3 clusters Score -4995272 nChanged 17066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -5004602.500000 Penalty: 5221.373535
	Iteration 1F: 3 clusters Score -5004602 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5005041.000000 Penalty: 5221.373535
	Iteration 2Q: 3 clusters Score -5005041 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5005453.500000 Penalty: 5221.373535
	Iteration 3Q: 3 clusters Score -5005454 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -5005850.000000 Penalty: 5221.373535
	Iteration 4Q: 3 clusters Score -5005850 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -5006306.500000 Penalty: 5221.373535
	Iteration 5Q: 3 clusters Score -5006306 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -5006818.000000 Penalty: 5221.373535
	Iteration 6Q: 3 clusters Score -5006818 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -5007514.500000 Penalty: 5221.373535
	Iteration 7Q: 3 clusters Score -5007514 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -5008392.500000 Penalty: 5221.373535
	Iteration 8Q: 3 clusters Score -5008392 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5009357.000000 Penalty: 5221.373535
	Iteration 9Q: 3 clusters Score -5009357 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5010327.500000 Penalty: 5221.373535
	Iteration 10Q: 3 clusters Score -5010328 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -5011286.000000 Penalty: 5221.373535
	Iteration 11Q: 3 clusters Score -5011286 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -5012318.500000 Penalty: 5221.373535
	Iteration 12Q: 3 clusters Score -5012318 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5013244.000000 Penalty: 5221.373535
	Iteration 13Q: 3 clusters Score -5013244 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -5014005.500000 Penalty: 5221.373535
	Iteration 14Q: 3 clusters Score -5014006 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5014549.000000 Penalty: 5221.373535
	Iteration 15Q: 3 clusters Score -5014549 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5014958.500000 Penalty: 5221.373535
	Iteration 16Q: 3 clusters Score -5014958 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5015269.000000 Penalty: 5221.373535
	Iteration 17Q: 3 clusters Score -5015269 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -5015493.500000 Penalty: 5221.373535
	Iteration 18Q: 3 clusters Score -5015494 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5015726.000000 Penalty: 5221.373535
	Iteration 19Q: 3 clusters Score -5015726 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -5015928.500000 Penalty: 5221.373535
	Iteration 20F: 3 clusters Score -5015928 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -5016119.000000 Penalty: 5221.373535
	Iteration 21Q: 3 clusters Score -5016119 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -5016273.000000 Penalty: 5221.373535
	Iteration 22Q: 3 clusters Score -5016273 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -5016450.500000 Penalty: 5221.373535
	Iteration 23Q: 3 clusters Score -5016450 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -5016650.000000 Penalty: 5221.373535
	Iteration 24Q: 3 clusters Score -5016650 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5016803.000000 Penalty: 5221.373535
	Iteration 25Q: 3 clusters Score -5016803 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -5016920.500000 Penalty: 5221.373535
	Iteration 26Q: 3 clusters Score -5016920 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -5017092.000000 Penalty: 5221.373535
	Iteration 27Q: 3 clusters Score -5017092 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5017230.000000 Penalty: 5221.373535
	Iteration 28Q: 3 clusters Score -5017230 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -5017362.000000 Penalty: 5221.373535
	Iteration 29Q: 3 clusters Score -5017362 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -5017499.000000 Penalty: 5221.373535
	Iteration 30Q: 3 clusters Score -5017499 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5017643.500000 Penalty: 5221.373535
	Iteration 31Q: 3 clusters Score -5017644 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -5017729.000000 Penalty: 5221.373535
	Iteration 32Q: 3 clusters Score -5017729 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -5017823.000000 Penalty: 5221.373535
	Iteration 33Q: 3 clusters Score -5017823 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -5017934.500000 Penalty: 5221.373535
	Iteration 34Q: 3 clusters Score -5017934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -5018023.500000 Penalty: 5221.373535
	Iteration 35Q: 3 clusters Score -5018024 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -5018070.000000 Penalty: 5221.373535
	Iteration 36Q: 3 clusters Score -5018070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -5018113.500000 Penalty: 5221.373535
	Iteration 37Q: 3 clusters Score -5018114 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -5018144.500000 Penalty: 5221.373535
	Iteration 38Q: 3 clusters Score -5018144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5018172.000000 Penalty: 5221.373535
	Iteration 39Q: 3 clusters Score -5018172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5018206.000000 Penalty: 5221.373535
	Iteration 40F: 3 clusters Score -5018206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5018235.500000 Penalty: 5221.373535
	Iteration 41Q: 3 clusters Score -5018236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -5018243.500000 Penalty: 5221.373535
	Iteration 42Q: 3 clusters Score -5018244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5018266.500000 Penalty: 5221.373535
	Iteration 43Q: 3 clusters Score -5018266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5018283.000000 Penalty: 5221.373535
	Iteration 44Q: 3 clusters Score -5018283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -5018308.000000 Penalty: 5221.373535
	Iteration 45Q: 3 clusters Score -5018308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -5018322.000000 Penalty: 5221.373535
	Iteration 46Q: 3 clusters Score -5018322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -5018353.500000 Penalty: 5221.373535
	Iteration 47Q: 3 clusters Score -5018354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -5018370.000000 Penalty: 5221.373535
	Iteration 48Q: 3 clusters Score -5018370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -5018384.500000 Penalty: 5221.373535
	Iteration 49Q: 3 clusters Score -5018384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5018399.000000 Penalty: 5221.373535
	Iteration 50Q: 3 clusters Score -5018399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -5018397.000000 Penalty: 5221.373535
	Iteration 51Q: 3 clusters Score -5018397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -5018410.000000 Penalty: 5221.373535
	Iteration 52Q: 3 clusters Score -5018410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5018417.000000 Penalty: 5221.373535
	Iteration 53Q: 3 clusters Score -5018417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -5018429.000000 Penalty: 5221.373535
	Iteration 54Q: 3 clusters Score -5018429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5018440.500000 Penalty: 5221.373535
	Iteration 55Q: 3 clusters Score -5018440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -5018459.000000 Penalty: 5221.373535
	Iteration 56Q: 3 clusters Score -5018459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -5018475.000000 Penalty: 5221.373535
	Iteration 57Q: 3 clusters Score -5018475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -5018482.000000 Penalty: 5221.373535
	Iteration 58Q: 3 clusters Score -5018482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -5018490.500000 Penalty: 5221.373535
	Iteration 59Q: 3 clusters Score -5018490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -5018502.000000 Penalty: 5221.373535
	Iteration 60F: 3 clusters Score -5018502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5018509.000000 Penalty: 5221.373535
	Iteration 61Q: 3 clusters Score -5018509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5018510.000000 Penalty: 5221.373535
	Iteration 62Q: 3 clusters Score -5018510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -5018517.500000 Penalty: 5221.373535
	Iteration 63Q: 3 clusters Score -5018518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -5018519.500000 Penalty: 5221.373535
	Iteration 64Q: 3 clusters Score -5018520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5018523.000000 Penalty: 5221.373535
	Iteration 65Q: 3 clusters Score -5018523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -5018520.000000 Penalty: 5221.373535
	Iteration 66Q: 3 clusters Score -5018520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5018526.500000 Penalty: 5221.373535
	Iteration 67Q: 3 clusters Score -5018526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -5018533.000000 Penalty: 5221.373535
	Iteration 68Q: 3 clusters Score -5018533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -5018531.500000 Penalty: 5221.373535
	Iteration 69Q: 3 clusters Score -5018532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -5018528.000000 Penalty: 5221.373535
	Iteration 70Q: 3 clusters Score -5018528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5018526.500000 Penalty: 5221.373535
	Iteration 71Q: 3 clusters Score -5018526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5018529.000000 Penalty: 5221.373535
	Iteration 72Q: 3 clusters Score -5018529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5018532.000000 Penalty: 5221.373535
	Iteration 73Q: 3 clusters Score -5018532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5018532.000000 Penalty: 5221.373535
	Iteration 74F: 3 clusters Score -5018532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -208719.453125 Penalty: 1836.261230
	Iteration 0F: 2 clusters Score -208719.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206318.921875 Penalty: 3672.522461
	Iteration 0F: 3 clusters Score -206318.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -206731.203125 Penalty: 3672.522461
	Iteration 1F: 3 clusters Score -206731.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -206864.359375 Penalty: 3672.522461
	Iteration 2F: 3 clusters Score -206864.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -206964.312500 Penalty: 3672.522461
	Iteration 3Q: 3 clusters Score -206964.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -207067.593750 Penalty: 3672.522461
	Iteration 4Q: 3 clusters Score -207067.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -207168.093750 Penalty: 3672.522461
	Iteration 5Q: 3 clusters Score -207168.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -207261.593750 Penalty: 3672.522461
	Iteration 6Q: 3 clusters Score -207261.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -207355.937500 Penalty: 3672.522461
	Iteration 7Q: 3 clusters Score -207355.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -207452.250000 Penalty: 3672.522461
	Iteration 8Q: 3 clusters Score -207452.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -207546.531250 Penalty: 3672.522461
	Iteration 9Q: 3 clusters Score -207546.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -207688.500000 Penalty: 3672.522461
	Iteration 10Q: 3 clusters Score -207688.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -207890.453125 Penalty: 3672.522461
	Iteration 11F: 3 clusters Score -207890.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -208261.718750 Penalty: 3672.522461
	Iteration 12F: 3 clusters Score -208261.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -208841.859375 Penalty: 3672.522461
	Iteration 13F: 3 clusters Score -208841.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -209316.421875 Penalty: 3672.522461
	Iteration 14F: 3 clusters Score -209316.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -209663.546875 Penalty: 3672.522461
	Iteration 15Q: 3 clusters Score -209663.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -209730.218750 Penalty: 3672.522461
	Iteration 16Q: 3 clusters Score -209730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209738.031250 Penalty: 3672.522461
	Iteration 17Q: 3 clusters Score -209738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209738.031250 Penalty: 3672.522461
	Iteration 18F: 3 clusters Score -209738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 50607 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18446 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195962 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 40627 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39291 members 
Mstep: Class 15 contains 25429 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85228 members 
Mstep: Class 19 contains 191787 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 611 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4286 members 
Mstep: Class 27 contains 200960 members 
Mstep: Class 28 contains 1032 members 
Entering Unmasked Estep 
Score: -133220520.000000 Penalty: 96125.335938
Splitting cluster 23 changes total score from -133220360.000000 to -133220520.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -1664067.750000 Penalty: 2342.560303
	Iteration 0F: 2 clusters Score -1664068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1654720.000000 Penalty: 4685.120605
	Iteration 0F: 3 clusters Score -1654720 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1657550.250000 Penalty: 4685.120605
	Iteration 1F: 3 clusters Score -1657550 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1657906.125000 Penalty: 4685.120605
	Iteration 2F: 3 clusters Score -1657906 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1658150.625000 Penalty: 4685.120605
	Iteration 3F: 3 clusters Score -1658151 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1658329.375000 Penalty: 4685.120605
	Iteration 4Q: 3 clusters Score -1658329 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1658457.375000 Penalty: 4685.120605
	Iteration 5Q: 3 clusters Score -1658457 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1658576.625000 Penalty: 4685.120605
	Iteration 6Q: 3 clusters Score -1658577 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1658702.750000 Penalty: 4685.120605
	Iteration 7Q: 3 clusters Score -1658703 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1658827.125000 Penalty: 4685.120605
	Iteration 8Q: 3 clusters Score -1658827 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1658944.375000 Penalty: 4685.120605
	Iteration 9Q: 3 clusters Score -1658944 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1659085.250000 Penalty: 4685.120605
	Iteration 10Q: 3 clusters Score -1659085 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1659235.750000 Penalty: 4685.120605
	Iteration 11Q: 3 clusters Score -1659236 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1659401.000000 Penalty: 4685.120605
	Iteration 12Q: 3 clusters Score -1659401 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1659570.375000 Penalty: 4685.120605
	Iteration 13Q: 3 clusters Score -1659570 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1659743.250000 Penalty: 4685.120605
	Iteration 14Q: 3 clusters Score -1659743 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1659909.000000 Penalty: 4685.120605
	Iteration 15Q: 3 clusters Score -1659909 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1660127.875000 Penalty: 4685.120605
	Iteration 16Q: 3 clusters Score -1660128 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1660380.250000 Penalty: 4685.120605
	Iteration 17Q: 3 clusters Score -1660380 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1660636.000000 Penalty: 4685.120605
	Iteration 18Q: 3 clusters Score -1660636 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1660812.500000 Penalty: 4685.120605
	Iteration 19Q: 3 clusters Score -1660812 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1660949.000000 Penalty: 4685.120605
	Iteration 20F: 3 clusters Score -1660949 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1661077.750000 Penalty: 4685.120605
	Iteration 21Q: 3 clusters Score -1661078 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1661206.875000 Penalty: 4685.120605
	Iteration 22Q: 3 clusters Score -1661207 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1661307.750000 Penalty: 4685.120605
	Iteration 23Q: 3 clusters Score -1661308 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1661399.625000 Penalty: 4685.120605
	Iteration 24Q: 3 clusters Score -1661400 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1661476.125000 Penalty: 4685.120605
	Iteration 25Q: 3 clusters Score -1661476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1661564.000000 Penalty: 4685.120605
	Iteration 26Q: 3 clusters Score -1661564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1661633.125000 Penalty: 4685.120605
	Iteration 27Q: 3 clusters Score -1661633 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1661700.000000 Penalty: 4685.120605
	Iteration 28Q: 3 clusters Score -1661700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1661767.250000 Penalty: 4685.120605
	Iteration 29Q: 3 clusters Score -1661767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1661814.500000 Penalty: 4685.120605
	Iteration 30Q: 3 clusters Score -1661814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1661848.750000 Penalty: 4685.120605
	Iteration 31Q: 3 clusters Score -1661849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1661864.500000 Penalty: 4685.120605
	Iteration 32Q: 3 clusters Score -1661864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1661879.125000 Penalty: 4685.120605
	Iteration 33Q: 3 clusters Score -1661879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1661887.625000 Penalty: 4685.120605
	Iteration 34Q: 3 clusters Score -1661888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1661910.125000 Penalty: 4685.120605
	Iteration 35Q: 3 clusters Score -1661910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1661930.250000 Penalty: 4685.120605
	Iteration 36Q: 3 clusters Score -1661930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1661946.250000 Penalty: 4685.120605
	Iteration 37Q: 3 clusters Score -1661946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1661960.000000 Penalty: 4685.120605
	Iteration 38Q: 3 clusters Score -1661960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1661976.875000 Penalty: 4685.120605
	Iteration 39Q: 3 clusters Score -1661977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1661983.750000 Penalty: 4685.120605
	Iteration 40F: 3 clusters Score -1661984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1661992.750000 Penalty: 4685.120605
	Iteration 41Q: 3 clusters Score -1661993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1662010.625000 Penalty: 4685.120605
	Iteration 42Q: 3 clusters Score -1662011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1662018.000000 Penalty: 4685.120605
	Iteration 43Q: 3 clusters Score -1662018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1662027.750000 Penalty: 4685.120605
	Iteration 44Q: 3 clusters Score -1662028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1662031.750000 Penalty: 4685.120605
	Iteration 45Q: 3 clusters Score -1662032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1662036.000000 Penalty: 4685.120605
	Iteration 46Q: 3 clusters Score -1662036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1662041.500000 Penalty: 4685.120605
	Iteration 47Q: 3 clusters Score -1662042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1662041.250000 Penalty: 4685.120605
	Iteration 48Q: 3 clusters Score -1662041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1662043.875000 Penalty: 4685.120605
	Iteration 49Q: 3 clusters Score -1662044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1662045.875000 Penalty: 4685.120605
	Iteration 50Q: 3 clusters Score -1662046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1662046.625000 Penalty: 4685.120605
	Iteration 51Q: 3 clusters Score -1662047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1662047.500000 Penalty: 4685.120605
	Iteration 52Q: 3 clusters Score -1662048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1662048.125000 Penalty: 4685.120605
	Iteration 53Q: 3 clusters Score -1662048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1662048.625000 Penalty: 4685.120605
	Iteration 54Q: 3 clusters Score -1662049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1662047.250000 Penalty: 4685.120605
	Iteration 55Q: 3 clusters Score -1662047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1662047.875000 Penalty: 4685.120605
	Iteration 56Q: 3 clusters Score -1662048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1662047.875000 Penalty: 4685.120605
	Iteration 57F: 3 clusters Score -1662048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74184.125000 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74184.12 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74670.710938 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74670.71 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75007.515625 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -75007.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -75197.281250 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75197.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75321.546875 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -75321.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75401.203125 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -75401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75461.296875 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -75461.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75533.460938 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -75533.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75572.375000 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -75572.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -75621.109375 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -75621.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -75630.671875 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -75630.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75631.554688 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -75631.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75631.554688 Penalty: 3261.237549
	Iteration 12F: 3 clusters Score -75631.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -543975.312500 Penalty: 2074.051270
	Iteration 0F: 2 clusters Score -543975.3 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 2147 members 
Entering Unmasked Estep 
Score: -539917.250000 Penalty: 4148.102539
	Iteration 0F: 3 clusters Score -539917.2 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -540946.312500 Penalty: 4148.102539
	Iteration 1F: 3 clusters Score -540946.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -541338.375000 Penalty: 4148.102539
	Iteration 2F: 3 clusters Score -541338.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -541752.687500 Penalty: 4148.102539
	Iteration 3F: 3 clusters Score -541752.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -542071.000000 Penalty: 4148.102539
	Iteration 4F: 3 clusters Score -542071 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -542307.312500 Penalty: 4148.102539
	Iteration 5F: 3 clusters Score -542307.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -542540.750000 Penalty: 4148.102539
	Iteration 6F: 3 clusters Score -542540.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -542758.250000 Penalty: 4148.102539
	Iteration 7Q: 3 clusters Score -542758.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -542957.000000 Penalty: 4148.102539
	Iteration 8Q: 3 clusters Score -542957 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -543084.437500 Penalty: 4148.102539
	Iteration 9Q: 3 clusters Score -543084.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -543152.625000 Penalty: 4148.102539
	Iteration 10Q: 3 clusters Score -543152.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -543192.812500 Penalty: 4148.102539
	Iteration 11Q: 3 clusters Score -543192.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -543217.187500 Penalty: 4148.102539
	Iteration 12Q: 3 clusters Score -543217.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -543247.125000 Penalty: 4148.102539
	Iteration 13Q: 3 clusters Score -543247.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -543284.500000 Penalty: 4148.102539
	Iteration 14Q: 3 clusters Score -543284.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -543319.625000 Penalty: 4148.102539
	Iteration 15Q: 3 clusters Score -543319.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -543351.500000 Penalty: 4148.102539
	Iteration 16Q: 3 clusters Score -543351.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -543381.562500 Penalty: 4148.102539
	Iteration 17Q: 3 clusters Score -543381.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -543409.437500 Penalty: 4148.102539
	Iteration 18Q: 3 clusters Score -543409.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -543447.375000 Penalty: 4148.102539
	Iteration 19Q: 3 clusters Score -543447.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -543477.812500 Penalty: 4148.102539
	Iteration 20F: 3 clusters Score -543477.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -543498.937500 Penalty: 4148.102539
	Iteration 21Q: 3 clusters Score -543498.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543513.562500 Penalty: 4148.102539
	Iteration 22Q: 3 clusters Score -543513.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -543524.437500 Penalty: 4148.102539
	Iteration 23Q: 3 clusters Score -543524.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -543534.750000 Penalty: 4148.102539
	Iteration 24Q: 3 clusters Score -543534.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -543541.750000 Penalty: 4148.102539
	Iteration 25Q: 3 clusters Score -543541.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -543545.750000 Penalty: 4148.102539
	Iteration 26Q: 3 clusters Score -543545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -543548.000000 Penalty: 4148.102539
	Iteration 27Q: 3 clusters Score -543548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -543550.625000 Penalty: 4148.102539
	Iteration 28Q: 3 clusters Score -543550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -543550.375000 Penalty: 4148.102539
	Iteration 29Q: 3 clusters Score -543550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -543550.937500 Penalty: 4148.102539
	Iteration 30Q: 3 clusters Score -543550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -543551.375000 Penalty: 4148.102539
	Iteration 31Q: 3 clusters Score -543551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -543551.375000 Penalty: 4148.102539
	Iteration 32F: 3 clusters Score -543551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 50607 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18446 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 195962 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 40627 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39291 members 
Mstep: Class 15 contains 25429 members 
Mstep: Class 16 contains 66610 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85228 members 
Mstep: Class 19 contains 191787 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 611 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133221176.000000 Penalty: 96125.335938
Iteration 159Q: 29 clusters Score -1.332212e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 17524 members 
Mstep: Class 3 contains 7045 members 
Mstep: Class 4 contains 50693 members 
Mstep: Class 5 contains 1682 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 18479 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 196025 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 40775 members 
Mstep: Class 12 contains 6926 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39310 members 
Mstep: Class 15 contains 25472 members 
Mstep: Class 16 contains 66850 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85334 members 
Mstep: Class 19 contains 191786 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37383 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4307 members 
Mstep: Class 27 contains 199761 members 
Mstep: Class 28 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222392.000000 Penalty: 96125.335938
Iteration 160F: 29 clusters Score -1.332224e+08 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 17544 members 
Mstep: Class 3 contains 7253 members 
Mstep: Class 4 contains 50190 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 18430 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 194617 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 40550 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39259 members 
Mstep: Class 15 contains 25396 members 
Mstep: Class 16 contains 66694 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 85107 members 
Mstep: Class 19 contains 191780 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37288 members 
Mstep: Class 23 contains 646 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4290 members 
Mstep: Class 27 contains 202116 members 
Mstep: Class 28 contains 1280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222984.000000 Penalty: 96125.335938
Iteration 161Q: 29 clusters Score -1.33223e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 17569 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 49854 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 18417 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 193399 members 
Mstep: Class 10 contains 11489 members 
Mstep: Class 11 contains 40443 members 
Mstep: Class 12 contains 6917 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39238 members 
Mstep: Class 15 contains 25342 members 
Mstep: Class 16 contains 66574 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84922 members 
Mstep: Class 19 contains 191794 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37221 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 12568 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4280 members 
Mstep: Class 27 contains 203814 members 
Mstep: Class 28 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223000.000000 Penalty: 96125.335938
Iteration 162Q: 29 clusters Score -1.33223e+08 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 17591 members 
Mstep: Class 3 contains 7802 members 
Mstep: Class 4 contains 49622 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 18413 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 192412 members 
Mstep: Class 10 contains 11487 members 
Mstep: Class 11 contains 40391 members 
Mstep: Class 12 contains 6912 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39220 members 
Mstep: Class 15 contains 25304 members 
Mstep: Class 16 contains 66467 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84750 members 
Mstep: Class 19 contains 191818 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37186 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 12553 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4272 members 
Mstep: Class 27 contains 205067 members 
Mstep: Class 28 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222688.000000 Penalty: 96125.335938
Iteration 163Q: 29 clusters Score -1.332227e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 17601 members 
Mstep: Class 3 contains 8101 members 
Mstep: Class 4 contains 49438 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 18412 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191723 members 
Mstep: Class 10 contains 11485 members 
Mstep: Class 11 contains 40352 members 
Mstep: Class 12 contains 6905 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39213 members 
Mstep: Class 15 contains 25261 members 
Mstep: Class 16 contains 66370 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84583 members 
Mstep: Class 19 contains 191836 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37144 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 12538 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4266 members 
Mstep: Class 27 contains 205975 members 
Mstep: Class 28 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222600.000000 Penalty: 96125.335938
Iteration 164Q: 29 clusters Score -1.332226e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 17609 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 49283 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 18413 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191201 members 
Mstep: Class 10 contains 11483 members 
Mstep: Class 11 contains 40326 members 
Mstep: Class 12 contains 6894 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39200 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 66269 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84452 members 
Mstep: Class 19 contains 191847 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37119 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 12539 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4270 members 
Mstep: Class 27 contains 206600 members 
Mstep: Class 28 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222192.000000 Penalty: 96125.335938
Iteration 165Q: 29 clusters Score -1.332222e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 17618 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 49178 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 18431 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190869 members 
Mstep: Class 10 contains 11479 members 
Mstep: Class 11 contains 40324 members 
Mstep: Class 12 contains 6887 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39189 members 
Mstep: Class 15 contains 25204 members 
Mstep: Class 16 contains 66169 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84320 members 
Mstep: Class 19 contains 191857 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37105 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 12539 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4269 members 
Mstep: Class 27 contains 206955 members 
Mstep: Class 28 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222464.000000 Penalty: 96125.335938
Iteration 166Q: 29 clusters Score -1.332225e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 17637 members 
Mstep: Class 3 contains 9125 members 
Mstep: Class 4 contains 49085 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 18442 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190651 members 
Mstep: Class 10 contains 11477 members 
Mstep: Class 11 contains 40317 members 
Mstep: Class 12 contains 6883 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39173 members 
Mstep: Class 15 contains 25183 members 
Mstep: Class 16 contains 66100 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84211 members 
Mstep: Class 19 contains 191876 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37094 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 12541 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4268 members 
Mstep: Class 27 contains 207079 members 
Mstep: Class 28 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222528.000000 Penalty: 96125.335938
Iteration 167Q: 29 clusters Score -1.332225e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 17659 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 48995 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 18458 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190586 members 
Mstep: Class 10 contains 11475 members 
Mstep: Class 11 contains 40314 members 
Mstep: Class 12 contains 6876 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39149 members 
Mstep: Class 15 contains 25154 members 
Mstep: Class 16 contains 66041 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 84078 members 
Mstep: Class 19 contains 191891 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 37074 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 12547 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4265 members 
Mstep: Class 27 contains 207039 members 
Mstep: Class 28 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222544.000000 Penalty: 96125.335938
Iteration 168Q: 29 clusters Score -1.332225e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 17675 members 
Mstep: Class 3 contains 9922 members 
Mstep: Class 4 contains 48911 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 18471 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190562 members 
Mstep: Class 10 contains 11468 members 
Mstep: Class 11 contains 40309 members 
Mstep: Class 12 contains 6871 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 25134 members 
Mstep: Class 16 contains 65978 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83943 members 
Mstep: Class 19 contains 191918 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37069 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 12554 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4261 members 
Mstep: Class 27 contains 206936 members 
Mstep: Class 28 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222648.000000 Penalty: 96125.335938
Iteration 169Q: 29 clusters Score -1.332226e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 17693 members 
Mstep: Class 3 contains 10342 members 
Mstep: Class 4 contains 48826 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 18473 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190608 members 
Mstep: Class 10 contains 11466 members 
Mstep: Class 11 contains 40301 members 
Mstep: Class 12 contains 6870 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39125 members 
Mstep: Class 15 contains 25114 members 
Mstep: Class 16 contains 65923 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83822 members 
Mstep: Class 19 contains 191937 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37061 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12558 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4259 members 
Mstep: Class 27 contains 206736 members 
Mstep: Class 28 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133222880.000000 Penalty: 96125.335938
Iteration 170Q: 29 clusters Score -1.332229e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 17698 members 
Mstep: Class 3 contains 10761 members 
Mstep: Class 4 contains 48729 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 18479 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190707 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 40292 members 
Mstep: Class 12 contains 6868 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39112 members 
Mstep: Class 15 contains 25095 members 
Mstep: Class 16 contains 65876 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83725 members 
Mstep: Class 19 contains 191948 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37060 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12559 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4254 members 
Mstep: Class 27 contains 206475 members 
Mstep: Class 28 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223184.000000 Penalty: 96125.335938
Iteration 171Q: 29 clusters Score -1.332232e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 17699 members 
Mstep: Class 3 contains 11166 members 
Mstep: Class 4 contains 48642 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 18480 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190838 members 
Mstep: Class 10 contains 11459 members 
Mstep: Class 11 contains 40298 members 
Mstep: Class 12 contains 6866 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39110 members 
Mstep: Class 15 contains 25082 members 
Mstep: Class 16 contains 65841 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83621 members 
Mstep: Class 19 contains 191956 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37063 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12559 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4256 members 
Mstep: Class 27 contains 206165 members 
Mstep: Class 28 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223280.000000 Penalty: 96125.335938
Iteration 172Q: 29 clusters Score -1.332233e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 17692 members 
Mstep: Class 3 contains 11545 members 
Mstep: Class 4 contains 48559 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 18477 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190958 members 
Mstep: Class 10 contains 11457 members 
Mstep: Class 11 contains 40302 members 
Mstep: Class 12 contains 6865 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39102 members 
Mstep: Class 15 contains 25083 members 
Mstep: Class 16 contains 65791 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83539 members 
Mstep: Class 19 contains 191964 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37064 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12557 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4255 members 
Mstep: Class 27 contains 205880 members 
Mstep: Class 28 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223112.000000 Penalty: 96125.335938
Iteration 173Q: 29 clusters Score -1.332231e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 17693 members 
Mstep: Class 3 contains 11903 members 
Mstep: Class 4 contains 48483 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 18484 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191032 members 
Mstep: Class 10 contains 11455 members 
Mstep: Class 11 contains 40294 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39100 members 
Mstep: Class 15 contains 25071 members 
Mstep: Class 16 contains 65716 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83481 members 
Mstep: Class 19 contains 191973 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37078 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12552 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4253 members 
Mstep: Class 27 contains 205652 members 
Mstep: Class 28 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223384.000000 Penalty: 96125.335938
Iteration 174Q: 29 clusters Score -1.332234e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 17705 members 
Mstep: Class 3 contains 12278 members 
Mstep: Class 4 contains 48410 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 18489 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191077 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 11 contains 40274 members 
Mstep: Class 12 contains 6861 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39096 members 
Mstep: Class 15 contains 25076 members 
Mstep: Class 16 contains 65663 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83403 members 
Mstep: Class 19 contains 191988 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37092 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12550 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4251 members 
Mstep: Class 27 contains 205400 members 
Mstep: Class 28 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223408.000000 Penalty: 96125.335938
Iteration 175Q: 29 clusters Score -1.332234e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 17720 members 
Mstep: Class 3 contains 12661 members 
Mstep: Class 4 contains 48357 members 
Mstep: Class 5 contains 1682 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 18504 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191132 members 
Mstep: Class 10 contains 11451 members 
Mstep: Class 11 contains 40277 members 
Mstep: Class 12 contains 6859 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39092 members 
Mstep: Class 15 contains 25080 members 
Mstep: Class 16 contains 65596 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83348 members 
Mstep: Class 19 contains 191996 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37100 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12549 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4252 members 
Mstep: Class 27 contains 205089 members 
Mstep: Class 28 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223760.000000 Penalty: 96125.335938
Iteration 176Q: 29 clusters Score -1.332238e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 17745 members 
Mstep: Class 3 contains 13018 members 
Mstep: Class 4 contains 48298 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 18514 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191134 members 
Mstep: Class 10 contains 11450 members 
Mstep: Class 11 contains 40258 members 
Mstep: Class 12 contains 6858 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39090 members 
Mstep: Class 15 contains 25092 members 
Mstep: Class 16 contains 65519 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83278 members 
Mstep: Class 19 contains 192016 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37090 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12546 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4255 members 
Mstep: Class 27 contains 204897 members 
Mstep: Class 28 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223640.000000 Penalty: 96125.335938
Iteration 177Q: 29 clusters Score -1.332236e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 17755 members 
Mstep: Class 3 contains 13383 members 
Mstep: Class 4 contains 48234 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 18531 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191140 members 
Mstep: Class 10 contains 11451 members 
Mstep: Class 11 contains 40248 members 
Mstep: Class 12 contains 6855 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39085 members 
Mstep: Class 15 contains 25097 members 
Mstep: Class 16 contains 65482 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 192021 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37090 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12547 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4252 members 
Mstep: Class 27 contains 204664 members 
Mstep: Class 28 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223640.000000 Penalty: 96125.335938
Iteration 178Q: 29 clusters Score -1.332236e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 17770 members 
Mstep: Class 3 contains 13709 members 
Mstep: Class 4 contains 48188 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191157 members 
Mstep: Class 10 contains 11451 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 6855 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39091 members 
Mstep: Class 15 contains 25104 members 
Mstep: Class 16 contains 65432 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83157 members 
Mstep: Class 19 contains 192028 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37110 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12546 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4252 members 
Mstep: Class 27 contains 204404 members 
Mstep: Class 28 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223720.000000 Penalty: 96125.335938
Iteration 179Q: 29 clusters Score -1.332237e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 48142 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 18547 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191150 members 
Mstep: Class 10 contains 11449 members 
Mstep: Class 11 contains 40254 members 
Mstep: Class 12 contains 6854 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39093 members 
Mstep: Class 15 contains 25107 members 
Mstep: Class 16 contains 65378 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83090 members 
Mstep: Class 19 contains 192041 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37133 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12550 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4252 members 
Mstep: Class 27 contains 204209 members 
Mstep: Class 28 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223888.000000 Penalty: 96125.335938
Iteration 180F: 29 clusters Score -1.332239e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 17794 members 
Mstep: Class 3 contains 14313 members 
Mstep: Class 4 contains 48099 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 18549 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191176 members 
Mstep: Class 10 contains 11449 members 
Mstep: Class 11 contains 40260 members 
Mstep: Class 12 contains 6852 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39094 members 
Mstep: Class 15 contains 25121 members 
Mstep: Class 16 contains 65287 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 83016 members 
Mstep: Class 19 contains 192057 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37160 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12548 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4254 members 
Mstep: Class 27 contains 204017 members 
Mstep: Class 28 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224024.000000 Penalty: 96125.335938
Iteration 181Q: 29 clusters Score -1.33224e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 17822 members 
Mstep: Class 3 contains 14626 members 
Mstep: Class 4 contains 48068 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 18552 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191117 members 
Mstep: Class 10 contains 11449 members 
Mstep: Class 11 contains 40267 members 
Mstep: Class 12 contains 6852 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39094 members 
Mstep: Class 15 contains 25135 members 
Mstep: Class 16 contains 65212 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82961 members 
Mstep: Class 19 contains 192060 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37187 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12549 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4256 members 
Mstep: Class 27 contains 203837 members 
Mstep: Class 28 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224240.000000 Penalty: 96125.335938
Iteration 182Q: 29 clusters Score -1.332242e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 17840 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 48031 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 18552 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 191009 members 
Mstep: Class 10 contains 11449 members 
Mstep: Class 11 contains 40291 members 
Mstep: Class 12 contains 6849 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39101 members 
Mstep: Class 15 contains 25151 members 
Mstep: Class 16 contains 65178 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82896 members 
Mstep: Class 19 contains 192065 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37223 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12542 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4255 members 
Mstep: Class 27 contains 203718 members 
Mstep: Class 28 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224192.000000 Penalty: 96125.335938
Iteration 183Q: 29 clusters Score -1.332242e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 17857 members 
Mstep: Class 3 contains 15184 members 
Mstep: Class 4 contains 47993 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 18551 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190928 members 
Mstep: Class 10 contains 11448 members 
Mstep: Class 11 contains 40311 members 
Mstep: Class 12 contains 6844 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39102 members 
Mstep: Class 15 contains 25142 members 
Mstep: Class 16 contains 65146 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82844 members 
Mstep: Class 19 contains 192063 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37248 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12540 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 203578 members 
Mstep: Class 28 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224344.000000 Penalty: 96125.335938
Iteration 184Q: 29 clusters Score -1.332243e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 17875 members 
Mstep: Class 3 contains 15465 members 
Mstep: Class 4 contains 47948 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 18565 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190860 members 
Mstep: Class 10 contains 11447 members 
Mstep: Class 11 contains 40318 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39110 members 
Mstep: Class 15 contains 25150 members 
Mstep: Class 16 contains 65110 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82792 members 
Mstep: Class 19 contains 192065 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37259 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12539 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4258 members 
Mstep: Class 27 contains 203433 members 
Mstep: Class 28 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224480.000000 Penalty: 96125.335938
Iteration 185Q: 29 clusters Score -1.332245e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 17895 members 
Mstep: Class 3 contains 15724 members 
Mstep: Class 4 contains 47910 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 18561 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190779 members 
Mstep: Class 10 contains 11447 members 
Mstep: Class 11 contains 40329 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39115 members 
Mstep: Class 15 contains 25159 members 
Mstep: Class 16 contains 65069 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82737 members 
Mstep: Class 19 contains 192068 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37268 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12533 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4258 members 
Mstep: Class 27 contains 203345 members 
Mstep: Class 28 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224664.000000 Penalty: 96125.335938
Iteration 186Q: 29 clusters Score -1.332247e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 17914 members 
Mstep: Class 3 contains 15980 members 
Mstep: Class 4 contains 47860 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 18571 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190727 members 
Mstep: Class 10 contains 11445 members 
Mstep: Class 11 contains 40329 members 
Mstep: Class 12 contains 6833 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39120 members 
Mstep: Class 15 contains 25156 members 
Mstep: Class 16 contains 65029 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82669 members 
Mstep: Class 19 contains 192081 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37281 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12533 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 203251 members 
Mstep: Class 28 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224408.000000 Penalty: 96125.335938
Iteration 187Q: 29 clusters Score -1.332244e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 17935 members 
Mstep: Class 3 contains 16214 members 
Mstep: Class 4 contains 47821 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 18582 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190646 members 
Mstep: Class 10 contains 11444 members 
Mstep: Class 11 contains 40339 members 
Mstep: Class 12 contains 6832 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39131 members 
Mstep: Class 15 contains 25145 members 
Mstep: Class 16 contains 65004 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82600 members 
Mstep: Class 19 contains 192087 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37295 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12528 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4260 members 
Mstep: Class 27 contains 203178 members 
Mstep: Class 28 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224384.000000 Penalty: 96125.335938
Iteration 188Q: 29 clusters Score -1.332244e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 17961 members 
Mstep: Class 3 contains 16457 members 
Mstep: Class 4 contains 47772 members 
Mstep: Class 5 contains 1682 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 18590 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190567 members 
Mstep: Class 10 contains 11443 members 
Mstep: Class 11 contains 40347 members 
Mstep: Class 12 contains 6828 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39143 members 
Mstep: Class 15 contains 25145 members 
Mstep: Class 16 contains 64983 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82557 members 
Mstep: Class 19 contains 192093 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12521 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 203068 members 
Mstep: Class 28 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224368.000000 Penalty: 96125.335938
Iteration 189Q: 29 clusters Score -1.332244e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 17977 members 
Mstep: Class 3 contains 16688 members 
Mstep: Class 4 contains 47715 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 18603 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190503 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 40355 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39142 members 
Mstep: Class 15 contains 25146 members 
Mstep: Class 16 contains 64967 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82509 members 
Mstep: Class 19 contains 192098 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37336 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12520 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 202968 members 
Mstep: Class 28 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224744.000000 Penalty: 96125.335938
Iteration 190Q: 29 clusters Score -1.332247e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 17992 members 
Mstep: Class 3 contains 16898 members 
Mstep: Class 4 contains 47674 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 18620 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190496 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 40360 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39142 members 
Mstep: Class 15 contains 25141 members 
Mstep: Class 16 contains 64972 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82485 members 
Mstep: Class 19 contains 192103 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37359 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12519 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4257 members 
Mstep: Class 27 contains 202767 members 
Mstep: Class 28 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224808.000000 Penalty: 96125.335938
Iteration 191Q: 29 clusters Score -1.332248e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 18012 members 
Mstep: Class 3 contains 17101 members 
Mstep: Class 4 contains 47640 members 
Mstep: Class 5 contains 1682 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 18631 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190450 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 40380 members 
Mstep: Class 12 contains 6816 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39141 members 
Mstep: Class 15 contains 25134 members 
Mstep: Class 16 contains 64997 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82457 members 
Mstep: Class 19 contains 192111 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37394 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4254 members 
Mstep: Class 27 contains 202569 members 
Mstep: Class 28 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225032.000000 Penalty: 96125.335938
Iteration 192Q: 29 clusters Score -1.33225e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 18038 members 
Mstep: Class 3 contains 17308 members 
Mstep: Class 4 contains 47600 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190438 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 40393 members 
Mstep: Class 12 contains 6811 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39138 members 
Mstep: Class 15 contains 25139 members 
Mstep: Class 16 contains 65031 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82429 members 
Mstep: Class 19 contains 192116 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37405 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4255 members 
Mstep: Class 27 contains 202349 members 
Mstep: Class 28 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224984.000000 Penalty: 96125.335938
Iteration 193Q: 29 clusters Score -1.33225e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18066 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 47575 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 18650 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190430 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 40401 members 
Mstep: Class 12 contains 6805 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39144 members 
Mstep: Class 15 contains 25146 members 
Mstep: Class 16 contains 65030 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82392 members 
Mstep: Class 19 contains 192122 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37418 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4255 members 
Mstep: Class 27 contains 202107 members 
Mstep: Class 28 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224960.000000 Penalty: 96125.335938
Iteration 194Q: 29 clusters Score -1.33225e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18085 members 
Mstep: Class 3 contains 17767 members 
Mstep: Class 4 contains 47538 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 18662 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190376 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 40424 members 
Mstep: Class 12 contains 6799 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39144 members 
Mstep: Class 15 contains 25157 members 
Mstep: Class 16 contains 65061 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82369 members 
Mstep: Class 19 contains 192123 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37439 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12518 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4253 members 
Mstep: Class 27 contains 201889 members 
Mstep: Class 28 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225064.000000 Penalty: 96125.335938
Iteration 195Q: 29 clusters Score -1.332251e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18106 members 
Mstep: Class 3 contains 18014 members 
Mstep: Class 4 contains 47506 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 18670 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190299 members 
Mstep: Class 10 contains 11435 members 
Mstep: Class 11 contains 40432 members 
Mstep: Class 12 contains 6790 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39152 members 
Mstep: Class 15 contains 25173 members 
Mstep: Class 16 contains 65093 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82341 members 
Mstep: Class 19 contains 192119 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37451 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 12521 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4253 members 
Mstep: Class 27 contains 201672 members 
Mstep: Class 28 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225264.000000 Penalty: 96125.335938
Iteration 196Q: 29 clusters Score -1.332253e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18129 members 
Mstep: Class 3 contains 18240 members 
Mstep: Class 4 contains 47469 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 18676 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190176 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 40455 members 
Mstep: Class 12 contains 6781 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39155 members 
Mstep: Class 15 contains 25181 members 
Mstep: Class 16 contains 65118 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82308 members 
Mstep: Class 19 contains 192119 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37469 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 12519 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4256 members 
Mstep: Class 27 contains 201536 members 
Mstep: Class 28 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225448.000000 Penalty: 96125.335938
Iteration 197Q: 29 clusters Score -1.332254e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18157 members 
Mstep: Class 3 contains 18446 members 
Mstep: Class 4 contains 47451 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 18685 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 190052 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 40472 members 
Mstep: Class 12 contains 6776 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39154 members 
Mstep: Class 15 contains 25191 members 
Mstep: Class 16 contains 65174 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82281 members 
Mstep: Class 19 contains 192128 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 12522 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4255 members 
Mstep: Class 27 contains 201342 members 
Mstep: Class 28 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225512.000000 Penalty: 96125.335938
Iteration 198Q: 29 clusters Score -1.332255e+08 nChanged 1428
Entering ConstructFrom: 
Score: -133225512.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -700041.062500 Penalty: 2135.900879
	Iteration 0F: 2 clusters Score -700041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -695189.312500 Penalty: 4271.801758
	Iteration 0F: 3 clusters Score -695189.3 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -696409.875000 Penalty: 4271.801758
	Iteration 1F: 3 clusters Score -696409.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -696696.312500 Penalty: 4271.801758
	Iteration 2F: 3 clusters Score -696696.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -696943.937500 Penalty: 4271.801758
	Iteration 3F: 3 clusters Score -696943.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -697239.750000 Penalty: 4271.801758
	Iteration 4F: 3 clusters Score -697239.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -697532.062500 Penalty: 4271.801758
	Iteration 5F: 3 clusters Score -697532.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -697812.312500 Penalty: 4271.801758
	Iteration 6F: 3 clusters Score -697812.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -698059.937500 Penalty: 4271.801758
	Iteration 7F: 3 clusters Score -698059.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -698257.500000 Penalty: 4271.801758
	Iteration 8F: 3 clusters Score -698257.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -698420.750000 Penalty: 4271.801758
	Iteration 9Q: 3 clusters Score -698420.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -698553.500000 Penalty: 4271.801758
	Iteration 10Q: 3 clusters Score -698553.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -698638.500000 Penalty: 4271.801758
	Iteration 11Q: 3 clusters Score -698638.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -698700.187500 Penalty: 4271.801758
	Iteration 12Q: 3 clusters Score -698700.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -698736.875000 Penalty: 4271.801758
	Iteration 13Q: 3 clusters Score -698736.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -698762.875000 Penalty: 4271.801758
	Iteration 14Q: 3 clusters Score -698762.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -698784.875000 Penalty: 4271.801758
	Iteration 15Q: 3 clusters Score -698784.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -698806.375000 Penalty: 4271.801758
	Iteration 16Q: 3 clusters Score -698806.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -698819.687500 Penalty: 4271.801758
	Iteration 17Q: 3 clusters Score -698819.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -698824.875000 Penalty: 4271.801758
	Iteration 18Q: 3 clusters Score -698824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -698827.375000 Penalty: 4271.801758
	Iteration 19Q: 3 clusters Score -698827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -698832.187500 Penalty: 4271.801758
	Iteration 20F: 3 clusters Score -698832.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -698834.875000 Penalty: 4271.801758
	Iteration 21Q: 3 clusters Score -698834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -698837.625000 Penalty: 4271.801758
	Iteration 22Q: 3 clusters Score -698837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -698840.000000 Penalty: 4271.801758
	Iteration 23Q: 3 clusters Score -698840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -698839.687500 Penalty: 4271.801758
	Iteration 24Q: 3 clusters Score -698839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -698841.125000 Penalty: 4271.801758
	Iteration 25Q: 3 clusters Score -698841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -698840.687500 Penalty: 4271.801758
	Iteration 26Q: 3 clusters Score -698840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -698840.687500 Penalty: 4271.801758
	Iteration 27F: 3 clusters Score -698840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Entering Unmasked Estep 
Score: -2442180.000000 Penalty: 2432.293945
	Iteration 0F: 2 clusters Score -2442180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2429273.000000 Penalty: 4864.587891
	Iteration 0F: 3 clusters Score -2429273 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2433931.750000 Penalty: 4864.587891
	Iteration 1F: 3 clusters Score -2433932 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2435007.750000 Penalty: 4864.587891
	Iteration 2F: 3 clusters Score -2435008 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2436339.000000 Penalty: 4864.587891
	Iteration 3F: 3 clusters Score -2436339 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2437587.500000 Penalty: 4864.587891
	Iteration 4F: 3 clusters Score -2437588 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2438790.500000 Penalty: 4864.587891
	Iteration 5F: 3 clusters Score -2438790 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2439715.250000 Penalty: 4864.587891
	Iteration 6F: 3 clusters Score -2439715 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2440372.750000 Penalty: 4864.587891
	Iteration 7F: 3 clusters Score -2440373 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2440847.000000 Penalty: 4864.587891
	Iteration 8Q: 3 clusters Score -2440847 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2441227.500000 Penalty: 4864.587891
	Iteration 9Q: 3 clusters Score -2441228 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2441560.250000 Penalty: 4864.587891
	Iteration 10Q: 3 clusters Score -2441560 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2441828.250000 Penalty: 4864.587891
	Iteration 11Q: 3 clusters Score -2441828 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2442056.500000 Penalty: 4864.587891
	Iteration 12Q: 3 clusters Score -2442056 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2442223.000000 Penalty: 4864.587891
	Iteration 13Q: 3 clusters Score -2442223 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2442320.000000 Penalty: 4864.587891
	Iteration 14Q: 3 clusters Score -2442320 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2442394.500000 Penalty: 4864.587891
	Iteration 15Q: 3 clusters Score -2442394 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2442450.000000 Penalty: 4864.587891
	Iteration 16Q: 3 clusters Score -2442450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2442483.750000 Penalty: 4864.587891
	Iteration 17Q: 3 clusters Score -2442484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2442518.500000 Penalty: 4864.587891
	Iteration 18Q: 3 clusters Score -2442518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2442536.500000 Penalty: 4864.587891
	Iteration 19Q: 3 clusters Score -2442536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2442549.250000 Penalty: 4864.587891
	Iteration 20F: 3 clusters Score -2442549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2442565.000000 Penalty: 4864.587891
	Iteration 21Q: 3 clusters Score -2442565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2442567.500000 Penalty: 4864.587891
	Iteration 22Q: 3 clusters Score -2442568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2442570.500000 Penalty: 4864.587891
	Iteration 23Q: 3 clusters Score -2442570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2442571.500000 Penalty: 4864.587891
	Iteration 24Q: 3 clusters Score -2442572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2442576.000000 Penalty: 4864.587891
	Iteration 25Q: 3 clusters Score -2442576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2442573.750000 Penalty: 4864.587891
	Iteration 26Q: 3 clusters Score -2442574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2442577.750000 Penalty: 4864.587891
	Iteration 27Q: 3 clusters Score -2442578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2442581.500000 Penalty: 4864.587891
	Iteration 28Q: 3 clusters Score -2442582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2442583.250000 Penalty: 4864.587891
	Iteration 29Q: 3 clusters Score -2442583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2442588.500000 Penalty: 4864.587891
	Iteration 30Q: 3 clusters Score -2442588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2442587.000000 Penalty: 4864.587891
	Iteration 31Q: 3 clusters Score -2442587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2442588.500000 Penalty: 4864.587891
	Iteration 32Q: 3 clusters Score -2442588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2442588.500000 Penalty: 4864.587891
	Iteration 33F: 3 clusters Score -2442588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 18697 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 189978 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 40472 members 
Mstep: Class 12 contains 6772 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39152 members 
Mstep: Class 15 contains 25209 members 
Mstep: Class 16 contains 65242 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82244 members 
Mstep: Class 19 contains 192130 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37515 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12528 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4250 members 
Mstep: Class 27 contains 201167 members 
Mstep: Class 28 contains 1721 members 
Mstep: Class 29 contains 16843 members 
Entering Unmasked Estep 
Score: -133224936.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133225512.000000 to -133224936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (18620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Entering Unmasked Estep 
Score: -2515007.000000 Penalty: 2438.333740
	Iteration 0F: 2 clusters Score -2515007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2501782.750000 Penalty: 4876.667480
	Iteration 0F: 3 clusters Score -2501783 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2506032.750000 Penalty: 4876.667480
	Iteration 1F: 3 clusters Score -2506033 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2506346.250000 Penalty: 4876.667480
	Iteration 2F: 3 clusters Score -2506346 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2506610.000000 Penalty: 4876.667480
	Iteration 3Q: 3 clusters Score -2506610 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2506835.500000 Penalty: 4876.667480
	Iteration 4Q: 3 clusters Score -2506836 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2507007.250000 Penalty: 4876.667480
	Iteration 5Q: 3 clusters Score -2507007 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2507170.500000 Penalty: 4876.667480
	Iteration 6Q: 3 clusters Score -2507170 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2507323.250000 Penalty: 4876.667480
	Iteration 7Q: 3 clusters Score -2507323 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2507485.750000 Penalty: 4876.667480
	Iteration 8Q: 3 clusters Score -2507486 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2507692.500000 Penalty: 4876.667480
	Iteration 9Q: 3 clusters Score -2507692 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2507912.500000 Penalty: 4876.667480
	Iteration 10Q: 3 clusters Score -2507912 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2508169.250000 Penalty: 4876.667480
	Iteration 11Q: 3 clusters Score -2508169 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2508460.750000 Penalty: 4876.667480
	Iteration 12Q: 3 clusters Score -2508461 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2508820.000000 Penalty: 4876.667480
	Iteration 13Q: 3 clusters Score -2508820 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2509285.000000 Penalty: 4876.667480
	Iteration 14Q: 3 clusters Score -2509285 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2509891.250000 Penalty: 4876.667480
	Iteration 15Q: 3 clusters Score -2509891 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2510505.750000 Penalty: 4876.667480
	Iteration 16Q: 3 clusters Score -2510506 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2511039.250000 Penalty: 4876.667480
	Iteration 17Q: 3 clusters Score -2511039 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2511358.750000 Penalty: 4876.667480
	Iteration 18Q: 3 clusters Score -2511359 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2511500.750000 Penalty: 4876.667480
	Iteration 19Q: 3 clusters Score -2511501 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2511573.000000 Penalty: 4876.667480
	Iteration 20F: 3 clusters Score -2511573 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2511624.500000 Penalty: 4876.667480
	Iteration 21Q: 3 clusters Score -2511624 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2511662.000000 Penalty: 4876.667480
	Iteration 22Q: 3 clusters Score -2511662 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2511708.500000 Penalty: 4876.667480
	Iteration 23Q: 3 clusters Score -2511708 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2511741.500000 Penalty: 4876.667480
	Iteration 24Q: 3 clusters Score -2511742 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2511779.750000 Penalty: 4876.667480
	Iteration 25Q: 3 clusters Score -2511780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2511805.500000 Penalty: 4876.667480
	Iteration 26Q: 3 clusters Score -2511806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2511847.250000 Penalty: 4876.667480
	Iteration 27Q: 3 clusters Score -2511847 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2511883.750000 Penalty: 4876.667480
	Iteration 28Q: 3 clusters Score -2511884 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2511920.250000 Penalty: 4876.667480
	Iteration 29Q: 3 clusters Score -2511920 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2511939.000000 Penalty: 4876.667480
	Iteration 30Q: 3 clusters Score -2511939 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2511966.500000 Penalty: 4876.667480
	Iteration 31Q: 3 clusters Score -2511966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2511996.250000 Penalty: 4876.667480
	Iteration 32Q: 3 clusters Score -2511996 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2512022.750000 Penalty: 4876.667480
	Iteration 33Q: 3 clusters Score -2512023 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2512051.000000 Penalty: 4876.667480
	Iteration 34Q: 3 clusters Score -2512051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2512077.750000 Penalty: 4876.667480
	Iteration 35Q: 3 clusters Score -2512078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2512104.250000 Penalty: 4876.667480
	Iteration 36Q: 3 clusters Score -2512104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2512121.750000 Penalty: 4876.667480
	Iteration 37Q: 3 clusters Score -2512122 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2512146.500000 Penalty: 4876.667480
	Iteration 38Q: 3 clusters Score -2512146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2512172.500000 Penalty: 4876.667480
	Iteration 39Q: 3 clusters Score -2512172 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2512197.500000 Penalty: 4876.667480
	Iteration 40F: 3 clusters Score -2512198 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2512235.000000 Penalty: 4876.667480
	Iteration 41Q: 3 clusters Score -2512235 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2512270.000000 Penalty: 4876.667480
	Iteration 42Q: 3 clusters Score -2512270 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2512303.750000 Penalty: 4876.667480
	Iteration 43Q: 3 clusters Score -2512304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2512344.500000 Penalty: 4876.667480
	Iteration 44Q: 3 clusters Score -2512344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2512374.500000 Penalty: 4876.667480
	Iteration 45Q: 3 clusters Score -2512374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2512399.250000 Penalty: 4876.667480
	Iteration 46Q: 3 clusters Score -2512399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2512427.000000 Penalty: 4876.667480
	Iteration 47Q: 3 clusters Score -2512427 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2512460.750000 Penalty: 4876.667480
	Iteration 48Q: 3 clusters Score -2512461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2512486.750000 Penalty: 4876.667480
	Iteration 49Q: 3 clusters Score -2512487 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2512526.250000 Penalty: 4876.667480
	Iteration 50Q: 3 clusters Score -2512526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2512548.250000 Penalty: 4876.667480
	Iteration 51Q: 3 clusters Score -2512548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2512562.250000 Penalty: 4876.667480
	Iteration 52Q: 3 clusters Score -2512562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2512569.000000 Penalty: 4876.667480
	Iteration 53Q: 3 clusters Score -2512569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2512582.000000 Penalty: 4876.667480
	Iteration 54Q: 3 clusters Score -2512582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2512608.250000 Penalty: 4876.667480
	Iteration 55Q: 3 clusters Score -2512608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2512620.750000 Penalty: 4876.667480
	Iteration 56Q: 3 clusters Score -2512621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2512635.000000 Penalty: 4876.667480
	Iteration 57Q: 3 clusters Score -2512635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2512647.750000 Penalty: 4876.667480
	Iteration 58Q: 3 clusters Score -2512648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2512651.500000 Penalty: 4876.667480
	Iteration 59Q: 3 clusters Score -2512652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2512657.000000 Penalty: 4876.667480
	Iteration 60F: 3 clusters Score -2512657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2512669.500000 Penalty: 4876.667480
	Iteration 61Q: 3 clusters Score -2512670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2512676.000000 Penalty: 4876.667480
	Iteration 62Q: 3 clusters Score -2512676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2512688.000000 Penalty: 4876.667480
	Iteration 63Q: 3 clusters Score -2512688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2512692.750000 Penalty: 4876.667480
	Iteration 64Q: 3 clusters Score -2512693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2512695.750000 Penalty: 4876.667480
	Iteration 65Q: 3 clusters Score -2512696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2512700.250000 Penalty: 4876.667480
	Iteration 66Q: 3 clusters Score -2512700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2512711.500000 Penalty: 4876.667480
	Iteration 67Q: 3 clusters Score -2512712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2512715.750000 Penalty: 4876.667480
	Iteration 68Q: 3 clusters Score -2512716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2512720.000000 Penalty: 4876.667480
	Iteration 69Q: 3 clusters Score -2512720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2512733.500000 Penalty: 4876.667480
	Iteration 70Q: 3 clusters Score -2512734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2512738.500000 Penalty: 4876.667480
	Iteration 71Q: 3 clusters Score -2512738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2512748.500000 Penalty: 4876.667480
	Iteration 72Q: 3 clusters Score -2512748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2512757.000000 Penalty: 4876.667480
	Iteration 73Q: 3 clusters Score -2512757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2512766.250000 Penalty: 4876.667480
	Iteration 74Q: 3 clusters Score -2512766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2512769.500000 Penalty: 4876.667480
	Iteration 75Q: 3 clusters Score -2512770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2512772.250000 Penalty: 4876.667480
	Iteration 76Q: 3 clusters Score -2512772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2512774.250000 Penalty: 4876.667480
	Iteration 77Q: 3 clusters Score -2512774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2512782.750000 Penalty: 4876.667480
	Iteration 78Q: 3 clusters Score -2512783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2512781.250000 Penalty: 4876.667480
	Iteration 79Q: 3 clusters Score -2512781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2512780.750000 Penalty: 4876.667480
	Iteration 80F: 3 clusters Score -2512781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2512786.750000 Penalty: 4876.667480
	Iteration 81Q: 3 clusters Score -2512787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2512791.000000 Penalty: 4876.667480
	Iteration 82Q: 3 clusters Score -2512791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2512793.750000 Penalty: 4876.667480
	Iteration 83Q: 3 clusters Score -2512794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2512793.750000 Penalty: 4876.667480
	Iteration 84Q: 3 clusters Score -2512794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2512799.500000 Penalty: 4876.667480
	Iteration 85Q: 3 clusters Score -2512800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2512798.250000 Penalty: 4876.667480
	Iteration 86Q: 3 clusters Score -2512798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2512804.000000 Penalty: 4876.667480
	Iteration 87Q: 3 clusters Score -2512804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2512808.750000 Penalty: 4876.667480
	Iteration 88Q: 3 clusters Score -2512809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2512802.000000 Penalty: 4876.667480
	Iteration 89Q: 3 clusters Score -2512802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2512804.000000 Penalty: 4876.667480
	Iteration 90Q: 3 clusters Score -2512804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2512809.250000 Penalty: 4876.667480
	Iteration 91Q: 3 clusters Score -2512809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2512815.000000 Penalty: 4876.667480
	Iteration 92Q: 3 clusters Score -2512815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2512819.000000 Penalty: 4876.667480
	Iteration 93Q: 3 clusters Score -2512819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2512815.750000 Penalty: 4876.667480
	Iteration 94Q: 3 clusters Score -2512816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2512813.250000 Penalty: 4876.667480
	Iteration 95Q: 3 clusters Score -2512813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2512814.250000 Penalty: 4876.667480
	Iteration 96Q: 3 clusters Score -2512814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2512817.750000 Penalty: 4876.667480
	Iteration 97Q: 3 clusters Score -2512818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2512818.750000 Penalty: 4876.667480
	Iteration 98Q: 3 clusters Score -2512819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2512822.000000 Penalty: 4876.667480
	Iteration 99Q: 3 clusters Score -2512822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2512827.500000 Penalty: 4876.667480
	Iteration 100F: 3 clusters Score -2512828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2512827.500000 Penalty: 4876.667480
	Iteration 101Q: 3 clusters Score -2512828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2512831.500000 Penalty: 4876.667480
	Iteration 102Q: 3 clusters Score -2512832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2512831.250000 Penalty: 4876.667480
	Iteration 103Q: 3 clusters Score -2512831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2512835.250000 Penalty: 4876.667480
	Iteration 104Q: 3 clusters Score -2512835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2512837.750000 Penalty: 4876.667480
	Iteration 105Q: 3 clusters Score -2512838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2512836.750000 Penalty: 4876.667480
	Iteration 106Q: 3 clusters Score -2512837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2512838.750000 Penalty: 4876.667480
	Iteration 107Q: 3 clusters Score -2512839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2512841.250000 Penalty: 4876.667480
	Iteration 108Q: 3 clusters Score -2512841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2512840.750000 Penalty: 4876.667480
	Iteration 109Q: 3 clusters Score -2512841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2512844.500000 Penalty: 4876.667480
	Iteration 110Q: 3 clusters Score -2512844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2512847.000000 Penalty: 4876.667480
	Iteration 111Q: 3 clusters Score -2512847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2512849.250000 Penalty: 4876.667480
	Iteration 112Q: 3 clusters Score -2512849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2512849.500000 Penalty: 4876.667480
	Iteration 113Q: 3 clusters Score -2512850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2512848.000000 Penalty: 4876.667480
	Iteration 114Q: 3 clusters Score -2512848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2512849.750000 Penalty: 4876.667480
	Iteration 115Q: 3 clusters Score -2512850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2512852.000000 Penalty: 4876.667480
	Iteration 116Q: 3 clusters Score -2512852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2512851.500000 Penalty: 4876.667480
	Iteration 117Q: 3 clusters Score -2512852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2512852.750000 Penalty: 4876.667480
	Iteration 118Q: 3 clusters Score -2512853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2512855.000000 Penalty: 4876.667480
	Iteration 119Q: 3 clusters Score -2512855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2512853.000000 Penalty: 4876.667480
	Iteration 120F: 3 clusters Score -2512853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Entering Unmasked Estep 
Score: -6172718.000000 Penalty: 2670.234375
	Iteration 0F: 2 clusters Score -6172718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -6140890.500000 Penalty: 5340.468750
	Iteration 0F: 3 clusters Score -6140890 nChanged 21764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -6152739.000000 Penalty: 5340.468750
	Iteration 1F: 3 clusters Score -6152739 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -6153242.000000 Penalty: 5340.468750
	Iteration 2Q: 3 clusters Score -6153242 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -6153758.000000 Penalty: 5340.468750
	Iteration 3Q: 3 clusters Score -6153758 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -6154337.000000 Penalty: 5340.468750
	Iteration 4Q: 3 clusters Score -6154337 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -6154946.000000 Penalty: 5340.468750
	Iteration 5Q: 3 clusters Score -6154946 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -6155626.500000 Penalty: 5340.468750
	Iteration 6Q: 3 clusters Score -6155626 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -6156435.000000 Penalty: 5340.468750
	Iteration 7Q: 3 clusters Score -6156435 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -6157575.500000 Penalty: 5340.468750
	Iteration 8Q: 3 clusters Score -6157576 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -6159156.500000 Penalty: 5340.468750
	Iteration 9F: 3 clusters Score -6159156 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -6161185.000000 Penalty: 5340.468750
	Iteration 10F: 3 clusters Score -6161185 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -6163468.500000 Penalty: 5340.468750
	Iteration 11F: 3 clusters Score -6163468 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -6165330.500000 Penalty: 5340.468750
	Iteration 12Q: 3 clusters Score -6165330 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -6166666.500000 Penalty: 5340.468750
	Iteration 13Q: 3 clusters Score -6166666 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -6167574.000000 Penalty: 5340.468750
	Iteration 14Q: 3 clusters Score -6167574 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -6168234.500000 Penalty: 5340.468750
	Iteration 15Q: 3 clusters Score -6168234 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -6168789.000000 Penalty: 5340.468750
	Iteration 16Q: 3 clusters Score -6168789 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -6169192.000000 Penalty: 5340.468750
	Iteration 17Q: 3 clusters Score -6169192 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6169513.500000 Penalty: 5340.468750
	Iteration 18Q: 3 clusters Score -6169514 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6169783.000000 Penalty: 5340.468750
	Iteration 19Q: 3 clusters Score -6169783 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6169973.000000 Penalty: 5340.468750
	Iteration 20F: 3 clusters Score -6169973 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6170104.500000 Penalty: 5340.468750
	Iteration 21Q: 3 clusters Score -6170104 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6170207.500000 Penalty: 5340.468750
	Iteration 22Q: 3 clusters Score -6170208 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6170287.000000 Penalty: 5340.468750
	Iteration 23Q: 3 clusters Score -6170287 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6170345.500000 Penalty: 5340.468750
	Iteration 24Q: 3 clusters Score -6170346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6170379.000000 Penalty: 5340.468750
	Iteration 25Q: 3 clusters Score -6170379 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6170411.500000 Penalty: 5340.468750
	Iteration 26Q: 3 clusters Score -6170412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6170450.500000 Penalty: 5340.468750
	Iteration 27Q: 3 clusters Score -6170450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6170468.000000 Penalty: 5340.468750
	Iteration 28Q: 3 clusters Score -6170468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6170506.500000 Penalty: 5340.468750
	Iteration 29Q: 3 clusters Score -6170506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6170541.000000 Penalty: 5340.468750
	Iteration 30Q: 3 clusters Score -6170541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6170552.500000 Penalty: 5340.468750
	Iteration 31Q: 3 clusters Score -6170552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6170567.500000 Penalty: 5340.468750
	Iteration 32Q: 3 clusters Score -6170568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6170584.000000 Penalty: 5340.468750
	Iteration 33Q: 3 clusters Score -6170584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6170590.500000 Penalty: 5340.468750
	Iteration 34Q: 3 clusters Score -6170590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6170594.500000 Penalty: 5340.468750
	Iteration 35Q: 3 clusters Score -6170594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6170594.500000 Penalty: 5340.468750
	Iteration 36Q: 3 clusters Score -6170594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6170600.000000 Penalty: 5340.468750
	Iteration 37Q: 3 clusters Score -6170600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6170612.500000 Penalty: 5340.468750
	Iteration 38Q: 3 clusters Score -6170612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6170613.500000 Penalty: 5340.468750
	Iteration 39Q: 3 clusters Score -6170614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6170612.500000 Penalty: 5340.468750
	Iteration 40F: 3 clusters Score -6170612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6170620.000000 Penalty: 5340.468750
	Iteration 41Q: 3 clusters Score -6170620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6170618.000000 Penalty: 5340.468750
	Iteration 42Q: 3 clusters Score -6170618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6170624.500000 Penalty: 5340.468750
	Iteration 43Q: 3 clusters Score -6170624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6170625.000000 Penalty: 5340.468750
	Iteration 44Q: 3 clusters Score -6170625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6170628.000000 Penalty: 5340.468750
	Iteration 45Q: 3 clusters Score -6170628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6170632.000000 Penalty: 5340.468750
	Iteration 46Q: 3 clusters Score -6170632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6170636.500000 Penalty: 5340.468750
	Iteration 47Q: 3 clusters Score -6170636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6170633.500000 Penalty: 5340.468750
	Iteration 48Q: 3 clusters Score -6170634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6170639.000000 Penalty: 5340.468750
	Iteration 49Q: 3 clusters Score -6170639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6170634.000000 Penalty: 5340.468750
	Iteration 50Q: 3 clusters Score -6170634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6170632.000000 Penalty: 5340.468750
	Iteration 51Q: 3 clusters Score -6170632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6170640.000000 Penalty: 5340.468750
	Iteration 52Q: 3 clusters Score -6170640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6170647.000000 Penalty: 5340.468750
	Iteration 53Q: 3 clusters Score -6170647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6170645.000000 Penalty: 5340.468750
	Iteration 54Q: 3 clusters Score -6170645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6170648.000000 Penalty: 5340.468750
	Iteration 55Q: 3 clusters Score -6170648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6170651.500000 Penalty: 5340.468750
	Iteration 56Q: 3 clusters Score -6170652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6170658.000000 Penalty: 5340.468750
	Iteration 57Q: 3 clusters Score -6170658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6170654.000000 Penalty: 5340.468750
	Iteration 58Q: 3 clusters Score -6170654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6170652.000000 Penalty: 5340.468750
	Iteration 59Q: 3 clusters Score -6170652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6170648.500000 Penalty: 5340.468750
	Iteration 60F: 3 clusters Score -6170648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -200364.468750 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -200364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -197969.359375 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -197969.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198408.671875 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -198408.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198560.843750 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -198560.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -198648.703125 Penalty: 3683.568359
	Iteration 3Q: 3 clusters Score -198648.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198751.156250 Penalty: 3683.568359
	Iteration 4Q: 3 clusters Score -198751.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -198837.281250 Penalty: 3683.568359
	Iteration 5Q: 3 clusters Score -198837.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -198935.187500 Penalty: 3683.568359
	Iteration 6Q: 3 clusters Score -198935.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -199111.906250 Penalty: 3683.568359
	Iteration 7F: 3 clusters Score -199111.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -199412.062500 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -199412.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -199589.875000 Penalty: 3683.568359
	Iteration 9F: 3 clusters Score -199589.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -199761.937500 Penalty: 3683.568359
	Iteration 10F: 3 clusters Score -199761.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -199887.390625 Penalty: 3683.568359
	Iteration 11Q: 3 clusters Score -199887.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -199978.218750 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -199978.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -200059.421875 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -200059.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -200150.890625 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -200150.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -200202.734375 Penalty: 3683.568359
	Iteration 15Q: 3 clusters Score -200202.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -200239.968750 Penalty: 3683.568359
	Iteration 16Q: 3 clusters Score -200240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -200256.750000 Penalty: 3683.568359
	Iteration 17Q: 3 clusters Score -200256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -200270.328125 Penalty: 3683.568359
	Iteration 18Q: 3 clusters Score -200270.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -200280.375000 Penalty: 3683.568359
	Iteration 19Q: 3 clusters Score -200280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -200284.625000 Penalty: 3683.568359
	Iteration 20F: 3 clusters Score -200284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -200288.234375 Penalty: 3683.568359
	Iteration 21Q: 3 clusters Score -200288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -200291.437500 Penalty: 3683.568359
	Iteration 22Q: 3 clusters Score -200291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -200291.437500 Penalty: 3683.568359
	Iteration 23F: 3 clusters Score -200291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -313708.906250 Penalty: 1965.169922
	Iteration 0F: 2 clusters Score -313708.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -310607.875000 Penalty: 3930.339844
	Iteration 0F: 3 clusters Score -310607.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -311244.718750 Penalty: 3930.339844
	Iteration 1F: 3 clusters Score -311244.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -311447.875000 Penalty: 3930.339844
	Iteration 2F: 3 clusters Score -311447.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -311574.281250 Penalty: 3930.339844
	Iteration 3F: 3 clusters Score -311574.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -311669.906250 Penalty: 3930.339844
	Iteration 4Q: 3 clusters Score -311669.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -311742.593750 Penalty: 3930.339844
	Iteration 5Q: 3 clusters Score -311742.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -311792.406250 Penalty: 3930.339844
	Iteration 6Q: 3 clusters Score -311792.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -311829.937500 Penalty: 3930.339844
	Iteration 7Q: 3 clusters Score -311829.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -311861.375000 Penalty: 3930.339844
	Iteration 8Q: 3 clusters Score -311861.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -311891.406250 Penalty: 3930.339844
	Iteration 9Q: 3 clusters Score -311891.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -311921.406250 Penalty: 3930.339844
	Iteration 10Q: 3 clusters Score -311921.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -311951.468750 Penalty: 3930.339844
	Iteration 11Q: 3 clusters Score -311951.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -311982.250000 Penalty: 3930.339844
	Iteration 12Q: 3 clusters Score -311982.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -312010.625000 Penalty: 3930.339844
	Iteration 13Q: 3 clusters Score -312010.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -312036.656250 Penalty: 3930.339844
	Iteration 14Q: 3 clusters Score -312036.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -312061.687500 Penalty: 3930.339844
	Iteration 15Q: 3 clusters Score -312061.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -312078.812500 Penalty: 3930.339844
	Iteration 16Q: 3 clusters Score -312078.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -312092.687500 Penalty: 3930.339844
	Iteration 17Q: 3 clusters Score -312092.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -312102.187500 Penalty: 3930.339844
	Iteration 18Q: 3 clusters Score -312102.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -312110.937500 Penalty: 3930.339844
	Iteration 19Q: 3 clusters Score -312110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -312118.187500 Penalty: 3930.339844
	Iteration 20F: 3 clusters Score -312118.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -312122.937500 Penalty: 3930.339844
	Iteration 21Q: 3 clusters Score -312122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -312126.468750 Penalty: 3930.339844
	Iteration 22Q: 3 clusters Score -312126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -312129.281250 Penalty: 3930.339844
	Iteration 23Q: 3 clusters Score -312129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -312134.406250 Penalty: 3930.339844
	Iteration 24Q: 3 clusters Score -312134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -312137.593750 Penalty: 3930.339844
	Iteration 25Q: 3 clusters Score -312137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -312141.281250 Penalty: 3930.339844
	Iteration 26Q: 3 clusters Score -312141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -312142.968750 Penalty: 3930.339844
	Iteration 27Q: 3 clusters Score -312143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -312144.406250 Penalty: 3930.339844
	Iteration 28Q: 3 clusters Score -312144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -312146.312500 Penalty: 3930.339844
	Iteration 29Q: 3 clusters Score -312146.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -312150.093750 Penalty: 3930.339844
	Iteration 30Q: 3 clusters Score -312150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -312151.437500 Penalty: 3930.339844
	Iteration 31Q: 3 clusters Score -312151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -312151.406250 Penalty: 3930.339844
	Iteration 32Q: 3 clusters Score -312151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -312153.718750 Penalty: 3930.339844
	Iteration 33Q: 3 clusters Score -312153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -312153.687500 Penalty: 3930.339844
	Iteration 34Q: 3 clusters Score -312153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -312153.687500 Penalty: 3930.339844
	Iteration 35F: 3 clusters Score -312153.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Entering Unmasked Estep 
Score: -2518900.500000 Penalty: 2439.357422
	Iteration 0F: 2 clusters Score -2518900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2505563.250000 Penalty: 4878.714844
	Iteration 0F: 3 clusters Score -2505563 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2510065.250000 Penalty: 4878.714844
	Iteration 1F: 3 clusters Score -2510065 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2510559.750000 Penalty: 4878.714844
	Iteration 2F: 3 clusters Score -2510560 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2511013.500000 Penalty: 4878.714844
	Iteration 3F: 3 clusters Score -2511014 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2511373.000000 Penalty: 4878.714844
	Iteration 4Q: 3 clusters Score -2511373 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2511658.250000 Penalty: 4878.714844
	Iteration 5Q: 3 clusters Score -2511658 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2511944.000000 Penalty: 4878.714844
	Iteration 6Q: 3 clusters Score -2511944 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2512226.500000 Penalty: 4878.714844
	Iteration 7Q: 3 clusters Score -2512226 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2512529.750000 Penalty: 4878.714844
	Iteration 8Q: 3 clusters Score -2512530 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2512871.750000 Penalty: 4878.714844
	Iteration 9Q: 3 clusters Score -2512872 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2513324.000000 Penalty: 4878.714844
	Iteration 10Q: 3 clusters Score -2513324 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2513881.250000 Penalty: 4878.714844
	Iteration 11Q: 3 clusters Score -2513881 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2514463.250000 Penalty: 4878.714844
	Iteration 12Q: 3 clusters Score -2514463 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2515016.750000 Penalty: 4878.714844
	Iteration 13Q: 3 clusters Score -2515017 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2515503.250000 Penalty: 4878.714844
	Iteration 14Q: 3 clusters Score -2515503 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2515874.500000 Penalty: 4878.714844
	Iteration 15Q: 3 clusters Score -2515874 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2516185.500000 Penalty: 4878.714844
	Iteration 16Q: 3 clusters Score -2516186 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2516472.500000 Penalty: 4878.714844
	Iteration 17Q: 3 clusters Score -2516472 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2516720.500000 Penalty: 4878.714844
	Iteration 18Q: 3 clusters Score -2516720 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2516947.750000 Penalty: 4878.714844
	Iteration 19Q: 3 clusters Score -2516948 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2517151.750000 Penalty: 4878.714844
	Iteration 20F: 3 clusters Score -2517152 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2517358.750000 Penalty: 4878.714844
	Iteration 21Q: 3 clusters Score -2517359 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2517536.500000 Penalty: 4878.714844
	Iteration 22Q: 3 clusters Score -2517536 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2517667.000000 Penalty: 4878.714844
	Iteration 23Q: 3 clusters Score -2517667 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2517758.750000 Penalty: 4878.714844
	Iteration 24Q: 3 clusters Score -2517759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2517828.000000 Penalty: 4878.714844
	Iteration 25Q: 3 clusters Score -2517828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2517876.250000 Penalty: 4878.714844
	Iteration 26Q: 3 clusters Score -2517876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2517911.750000 Penalty: 4878.714844
	Iteration 27Q: 3 clusters Score -2517912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2517932.750000 Penalty: 4878.714844
	Iteration 28Q: 3 clusters Score -2517933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2517956.000000 Penalty: 4878.714844
	Iteration 29Q: 3 clusters Score -2517956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2517976.500000 Penalty: 4878.714844
	Iteration 30Q: 3 clusters Score -2517976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2517997.250000 Penalty: 4878.714844
	Iteration 31Q: 3 clusters Score -2517997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2518015.500000 Penalty: 4878.714844
	Iteration 32Q: 3 clusters Score -2518016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2518028.500000 Penalty: 4878.714844
	Iteration 33Q: 3 clusters Score -2518028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2518041.250000 Penalty: 4878.714844
	Iteration 34Q: 3 clusters Score -2518041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2518047.500000 Penalty: 4878.714844
	Iteration 35Q: 3 clusters Score -2518048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2518048.500000 Penalty: 4878.714844
	Iteration 36Q: 3 clusters Score -2518048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2518051.000000 Penalty: 4878.714844
	Iteration 37Q: 3 clusters Score -2518051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2518055.500000 Penalty: 4878.714844
	Iteration 38Q: 3 clusters Score -2518056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2518052.500000 Penalty: 4878.714844
	Iteration 39Q: 3 clusters Score -2518052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2518055.750000 Penalty: 4878.714844
	Iteration 40F: 3 clusters Score -2518056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2518055.500000 Penalty: 4878.714844
	Iteration 41Q: 3 clusters Score -2518056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2518060.000000 Penalty: 4878.714844
	Iteration 42Q: 3 clusters Score -2518060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2518058.500000 Penalty: 4878.714844
	Iteration 43Q: 3 clusters Score -2518058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2518059.000000 Penalty: 4878.714844
	Iteration 44Q: 3 clusters Score -2518059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2518064.500000 Penalty: 4878.714844
	Iteration 45Q: 3 clusters Score -2518064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2518060.750000 Penalty: 4878.714844
	Iteration 46Q: 3 clusters Score -2518061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2518060.750000 Penalty: 4878.714844
	Iteration 47F: 3 clusters Score -2518061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -20647.078125 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -20647.08 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 127 members 
Entering Unmasked Estep 
Score: -19584.312500 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -19584.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19690.865234 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -19690.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19774.748047 Penalty: 2703.715088
	Iteration 2F: 3 clusters Score -19774.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19823.810547 Penalty: 2703.715088
	Iteration 3F: 3 clusters Score -19823.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19863.857422 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -19863.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19876.361328 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -19876.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19878.781250 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -19878.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19883.449219 Penalty: 2703.715088
	Iteration 7Q: 3 clusters Score -19883.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19906.873047 Penalty: 2703.715088
	Iteration 8Q: 3 clusters Score -19906.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19906.873047 Penalty: 2703.715088
	Iteration 9F: 3 clusters Score -19906.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189978 members 
Entering Unmasked Estep 
Score: -25232026.000000 Penalty: 3014.356445
	Iteration 0F: 2 clusters Score -2.523203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -25108004.000000 Penalty: 6028.712891
	Iteration 0F: 3 clusters Score -2.5108e+07 nChanged 91261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -25161290.000000 Penalty: 6028.712891
	Iteration 1F: 3 clusters Score -2.516129e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -25162342.000000 Penalty: 6028.712891
	Iteration 2Q: 3 clusters Score -2.516234e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98106 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -25163570.000000 Penalty: 6028.712891
	Iteration 3Q: 3 clusters Score -2.516357e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -25165356.000000 Penalty: 6028.712891
	Iteration 4Q: 3 clusters Score -2.516536e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -25168208.000000 Penalty: 6028.712891
	Iteration 5Q: 3 clusters Score -2.516821e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -25172870.000000 Penalty: 6028.712891
	Iteration 6Q: 3 clusters Score -2.517287e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112449 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -25180734.000000 Penalty: 6028.712891
	Iteration 7F: 3 clusters Score -2.518073e+07 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120069 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -25191478.000000 Penalty: 6028.712891
	Iteration 8F: 3 clusters Score -2.519148e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127816 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -25203332.000000 Penalty: 6028.712891
	Iteration 9F: 3 clusters Score -2.520333e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133991 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -25211742.000000 Penalty: 6028.712891
	Iteration 10F: 3 clusters Score -2.521174e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138688 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -25216122.000000 Penalty: 6028.712891
	Iteration 11Q: 3 clusters Score -2.521612e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142567 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -25218604.000000 Penalty: 6028.712891
	Iteration 12Q: 3 clusters Score -2.52186e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -25220372.000000 Penalty: 6028.712891
	Iteration 13Q: 3 clusters Score -2.522037e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149372 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -25221678.000000 Penalty: 6028.712891
	Iteration 14Q: 3 clusters Score -2.522168e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -25222796.000000 Penalty: 6028.712891
	Iteration 15Q: 3 clusters Score -2.52228e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155387 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -25223972.000000 Penalty: 6028.712891
	Iteration 16Q: 3 clusters Score -2.522397e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -25224758.000000 Penalty: 6028.712891
	Iteration 17Q: 3 clusters Score -2.522476e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160561 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -25225444.000000 Penalty: 6028.712891
	Iteration 18Q: 3 clusters Score -2.522544e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163021 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -25226238.000000 Penalty: 6028.712891
	Iteration 19Q: 3 clusters Score -2.522624e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165318 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -25226818.000000 Penalty: 6028.712891
	Iteration 20F: 3 clusters Score -2.522682e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -25227460.000000 Penalty: 6028.712891
	Iteration 21Q: 3 clusters Score -2.522746e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169496 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -25227920.000000 Penalty: 6028.712891
	Iteration 22Q: 3 clusters Score -2.522792e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171322 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -25228332.000000 Penalty: 6028.712891
	Iteration 23Q: 3 clusters Score -2.522833e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173001 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -25228674.000000 Penalty: 6028.712891
	Iteration 24Q: 3 clusters Score -2.522867e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174480 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -25229050.000000 Penalty: 6028.712891
	Iteration 25Q: 3 clusters Score -2.522905e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175897 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -25229340.000000 Penalty: 6028.712891
	Iteration 26Q: 3 clusters Score -2.522934e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177196 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -25229586.000000 Penalty: 6028.712891
	Iteration 27Q: 3 clusters Score -2.522959e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -25229828.000000 Penalty: 6028.712891
	Iteration 28Q: 3 clusters Score -2.522983e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179454 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -25229960.000000 Penalty: 6028.712891
	Iteration 29Q: 3 clusters Score -2.522996e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180444 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -25230140.000000 Penalty: 6028.712891
	Iteration 30Q: 3 clusters Score -2.523014e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -25230372.000000 Penalty: 6028.712891
	Iteration 31Q: 3 clusters Score -2.523037e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182007 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -25230516.000000 Penalty: 6028.712891
	Iteration 32Q: 3 clusters Score -2.523052e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182638 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -25230716.000000 Penalty: 6028.712891
	Iteration 33Q: 3 clusters Score -2.523072e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183197 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -25230760.000000 Penalty: 6028.712891
	Iteration 34Q: 3 clusters Score -2.523076e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183681 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -25230876.000000 Penalty: 6028.712891
	Iteration 35Q: 3 clusters Score -2.523088e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184093 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -25230920.000000 Penalty: 6028.712891
	Iteration 36Q: 3 clusters Score -2.523092e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184445 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -25230994.000000 Penalty: 6028.712891
	Iteration 37Q: 3 clusters Score -2.523099e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184745 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -25230980.000000 Penalty: 6028.712891
	Iteration 38Q: 3 clusters Score -2.523098e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184982 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -25230984.000000 Penalty: 6028.712891
	Iteration 39Q: 3 clusters Score -2.523098e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185199 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -25230968.000000 Penalty: 6028.712891
	Iteration 40F: 3 clusters Score -2.523097e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185384 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -25231014.000000 Penalty: 6028.712891
	Iteration 41Q: 3 clusters Score -2.523101e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185558 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -25231006.000000 Penalty: 6028.712891
	Iteration 42Q: 3 clusters Score -2.523101e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185703 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -25231038.000000 Penalty: 6028.712891
	Iteration 43Q: 3 clusters Score -2.523104e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185825 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -25231012.000000 Penalty: 6028.712891
	Iteration 44Q: 3 clusters Score -2.523101e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185922 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -25230976.000000 Penalty: 6028.712891
	Iteration 45Q: 3 clusters Score -2.523098e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186006 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -25231004.000000 Penalty: 6028.712891
	Iteration 46Q: 3 clusters Score -2.5231e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186081 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -25230962.000000 Penalty: 6028.712891
	Iteration 47Q: 3 clusters Score -2.523096e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186136 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -25230958.000000 Penalty: 6028.712891
	Iteration 48Q: 3 clusters Score -2.523096e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186192 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -25230970.000000 Penalty: 6028.712891
	Iteration 49Q: 3 clusters Score -2.523097e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186240 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -25230974.000000 Penalty: 6028.712891
	Iteration 50Q: 3 clusters Score -2.523097e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186289 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -25230918.000000 Penalty: 6028.712891
	Iteration 51Q: 3 clusters Score -2.523092e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186331 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -25230936.000000 Penalty: 6028.712891
	Iteration 52Q: 3 clusters Score -2.523094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186363 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -25230946.000000 Penalty: 6028.712891
	Iteration 53Q: 3 clusters Score -2.523095e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186396 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -25230948.000000 Penalty: 6028.712891
	Iteration 54Q: 3 clusters Score -2.523095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186414 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -25230946.000000 Penalty: 6028.712891
	Iteration 55Q: 3 clusters Score -2.523095e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186438 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -25230956.000000 Penalty: 6028.712891
	Iteration 56Q: 3 clusters Score -2.523096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186456 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -25230976.000000 Penalty: 6028.712891
	Iteration 57Q: 3 clusters Score -2.523098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186468 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -25230984.000000 Penalty: 6028.712891
	Iteration 58Q: 3 clusters Score -2.523098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186480 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -25230980.000000 Penalty: 6028.712891
	Iteration 59Q: 3 clusters Score -2.523098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186495 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -25230992.000000 Penalty: 6028.712891
	Iteration 60F: 3 clusters Score -2.523099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186506 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -25230984.000000 Penalty: 6028.712891
	Iteration 61Q: 3 clusters Score -2.523098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186521 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -25230962.000000 Penalty: 6028.712891
	Iteration 62Q: 3 clusters Score -2.523096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186532 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -25230954.000000 Penalty: 6028.712891
	Iteration 63Q: 3 clusters Score -2.523095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186544 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -25230950.000000 Penalty: 6028.712891
	Iteration 64Q: 3 clusters Score -2.523095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186554 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -25230940.000000 Penalty: 6028.712891
	Iteration 65Q: 3 clusters Score -2.523094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186568 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -25230938.000000 Penalty: 6028.712891
	Iteration 66Q: 3 clusters Score -2.523094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186575 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -25230930.000000 Penalty: 6028.712891
	Iteration 67Q: 3 clusters Score -2.523093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186585 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -25230930.000000 Penalty: 6028.712891
	Iteration 68Q: 3 clusters Score -2.523093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186589 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -25230926.000000 Penalty: 6028.712891
	Iteration 69Q: 3 clusters Score -2.523093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186594 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -25230916.000000 Penalty: 6028.712891
	Iteration 70Q: 3 clusters Score -2.523092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186595 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -25230914.000000 Penalty: 6028.712891
	Iteration 71Q: 3 clusters Score -2.523091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186596 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -25230918.000000 Penalty: 6028.712891
	Iteration 72Q: 3 clusters Score -2.523092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186597 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -25230902.000000 Penalty: 6028.712891
	Iteration 73Q: 3 clusters Score -2.52309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186598 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -25230920.000000 Penalty: 6028.712891
	Iteration 74Q: 3 clusters Score -2.523092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186599 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -25230904.000000 Penalty: 6028.712891
	Iteration 75Q: 3 clusters Score -2.52309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186600 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -25230914.000000 Penalty: 6028.712891
	Iteration 76Q: 3 clusters Score -2.523091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186603 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -25230928.000000 Penalty: 6028.712891
	Iteration 77Q: 3 clusters Score -2.523093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186604 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -25230928.000000 Penalty: 6028.712891
	Iteration 78Q: 3 clusters Score -2.523093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186604 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -25230936.000000 Penalty: 6028.712891
	Iteration 79Q: 3 clusters Score -2.523094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186607 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -25230920.000000 Penalty: 6028.712891
	Iteration 80F: 3 clusters Score -2.523092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186610 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -25230926.000000 Penalty: 6028.712891
	Iteration 81Q: 3 clusters Score -2.523093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186615 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -25230938.000000 Penalty: 6028.712891
	Iteration 82Q: 3 clusters Score -2.523094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186618 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -25230936.000000 Penalty: 6028.712891
	Iteration 83Q: 3 clusters Score -2.523094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186620 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -25230944.000000 Penalty: 6028.712891
	Iteration 84Q: 3 clusters Score -2.523094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186622 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -25230938.000000 Penalty: 6028.712891
	Iteration 85Q: 3 clusters Score -2.523094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186625 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -25230912.000000 Penalty: 6028.712891
	Iteration 86Q: 3 clusters Score -2.523091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186627 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -25230924.000000 Penalty: 6028.712891
	Iteration 87Q: 3 clusters Score -2.523092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186626 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -25230922.000000 Penalty: 6028.712891
	Iteration 88Q: 3 clusters Score -2.523092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186626 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -25230922.000000 Penalty: 6028.712891
	Iteration 89F: 3 clusters Score -2.523092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Entering Unmasked Estep 
Score: -1474536.875000 Penalty: 2317.354492
	Iteration 0F: 2 clusters Score -1474537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1465964.500000 Penalty: 4634.708984
	Iteration 0F: 3 clusters Score -1465964 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1468410.250000 Penalty: 4634.708984
	Iteration 1F: 3 clusters Score -1468410 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1468683.125000 Penalty: 4634.708984
	Iteration 2F: 3 clusters Score -1468683 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1468915.500000 Penalty: 4634.708984
	Iteration 3Q: 3 clusters Score -1468916 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1469098.750000 Penalty: 4634.708984
	Iteration 4Q: 3 clusters Score -1469099 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1469255.500000 Penalty: 4634.708984
	Iteration 5Q: 3 clusters Score -1469256 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1469410.375000 Penalty: 4634.708984
	Iteration 6Q: 3 clusters Score -1469410 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1469554.375000 Penalty: 4634.708984
	Iteration 7Q: 3 clusters Score -1469554 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1469706.125000 Penalty: 4634.708984
	Iteration 8Q: 3 clusters Score -1469706 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1469882.625000 Penalty: 4634.708984
	Iteration 9Q: 3 clusters Score -1469883 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1470092.375000 Penalty: 4634.708984
	Iteration 10Q: 3 clusters Score -1470092 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1470342.250000 Penalty: 4634.708984
	Iteration 11Q: 3 clusters Score -1470342 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1470628.500000 Penalty: 4634.708984
	Iteration 12Q: 3 clusters Score -1470628 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1470972.375000 Penalty: 4634.708984
	Iteration 13Q: 3 clusters Score -1470972 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1471297.625000 Penalty: 4634.708984
	Iteration 14Q: 3 clusters Score -1471298 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1471541.000000 Penalty: 4634.708984
	Iteration 15Q: 3 clusters Score -1471541 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1471737.000000 Penalty: 4634.708984
	Iteration 16Q: 3 clusters Score -1471737 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1471894.875000 Penalty: 4634.708984
	Iteration 17Q: 3 clusters Score -1471895 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1472024.000000 Penalty: 4634.708984
	Iteration 18Q: 3 clusters Score -1472024 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1472110.500000 Penalty: 4634.708984
	Iteration 19Q: 3 clusters Score -1472110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1472162.250000 Penalty: 4634.708984
	Iteration 20F: 3 clusters Score -1472162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1472192.750000 Penalty: 4634.708984
	Iteration 21Q: 3 clusters Score -1472193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1472214.875000 Penalty: 4634.708984
	Iteration 22Q: 3 clusters Score -1472215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1472242.250000 Penalty: 4634.708984
	Iteration 23Q: 3 clusters Score -1472242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1472260.250000 Penalty: 4634.708984
	Iteration 24Q: 3 clusters Score -1472260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1472275.500000 Penalty: 4634.708984
	Iteration 25Q: 3 clusters Score -1472276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1472287.625000 Penalty: 4634.708984
	Iteration 26Q: 3 clusters Score -1472288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1472302.750000 Penalty: 4634.708984
	Iteration 27Q: 3 clusters Score -1472303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1472316.625000 Penalty: 4634.708984
	Iteration 28Q: 3 clusters Score -1472317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1472330.500000 Penalty: 4634.708984
	Iteration 29Q: 3 clusters Score -1472330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1472344.125000 Penalty: 4634.708984
	Iteration 30Q: 3 clusters Score -1472344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1472353.250000 Penalty: 4634.708984
	Iteration 31Q: 3 clusters Score -1472353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1472359.125000 Penalty: 4634.708984
	Iteration 32Q: 3 clusters Score -1472359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1472369.125000 Penalty: 4634.708984
	Iteration 33Q: 3 clusters Score -1472369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1472377.250000 Penalty: 4634.708984
	Iteration 34Q: 3 clusters Score -1472377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1472386.000000 Penalty: 4634.708984
	Iteration 35Q: 3 clusters Score -1472386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1472388.250000 Penalty: 4634.708984
	Iteration 36Q: 3 clusters Score -1472388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1472394.000000 Penalty: 4634.708984
	Iteration 37Q: 3 clusters Score -1472394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1472397.375000 Penalty: 4634.708984
	Iteration 38Q: 3 clusters Score -1472397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1472405.250000 Penalty: 4634.708984
	Iteration 39Q: 3 clusters Score -1472405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1472406.750000 Penalty: 4634.708984
	Iteration 40F: 3 clusters Score -1472407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1472410.875000 Penalty: 4634.708984
	Iteration 41Q: 3 clusters Score -1472411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1472421.000000 Penalty: 4634.708984
	Iteration 42Q: 3 clusters Score -1472421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1472424.000000 Penalty: 4634.708984
	Iteration 43Q: 3 clusters Score -1472424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1472431.875000 Penalty: 4634.708984
	Iteration 44Q: 3 clusters Score -1472432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1472437.250000 Penalty: 4634.708984
	Iteration 45Q: 3 clusters Score -1472437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1472438.625000 Penalty: 4634.708984
	Iteration 46Q: 3 clusters Score -1472439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1472443.250000 Penalty: 4634.708984
	Iteration 47Q: 3 clusters Score -1472443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1472450.500000 Penalty: 4634.708984
	Iteration 48Q: 3 clusters Score -1472450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1472453.875000 Penalty: 4634.708984
	Iteration 49Q: 3 clusters Score -1472454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1472453.375000 Penalty: 4634.708984
	Iteration 50Q: 3 clusters Score -1472453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1472465.000000 Penalty: 4634.708984
	Iteration 51Q: 3 clusters Score -1472465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1472469.875000 Penalty: 4634.708984
	Iteration 52Q: 3 clusters Score -1472470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1472478.750000 Penalty: 4634.708984
	Iteration 53Q: 3 clusters Score -1472479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1472483.500000 Penalty: 4634.708984
	Iteration 54Q: 3 clusters Score -1472484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1472486.750000 Penalty: 4634.708984
	Iteration 55Q: 3 clusters Score -1472487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1472494.125000 Penalty: 4634.708984
	Iteration 56Q: 3 clusters Score -1472494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1472499.375000 Penalty: 4634.708984
	Iteration 57Q: 3 clusters Score -1472499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1472501.375000 Penalty: 4634.708984
	Iteration 58Q: 3 clusters Score -1472501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1472509.000000 Penalty: 4634.708984
	Iteration 59Q: 3 clusters Score -1472509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1472514.250000 Penalty: 4634.708984
	Iteration 60F: 3 clusters Score -1472514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1472516.875000 Penalty: 4634.708984
	Iteration 61Q: 3 clusters Score -1472517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1472521.000000 Penalty: 4634.708984
	Iteration 62Q: 3 clusters Score -1472521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1472524.375000 Penalty: 4634.708984
	Iteration 63Q: 3 clusters Score -1472524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1472526.625000 Penalty: 4634.708984
	Iteration 64Q: 3 clusters Score -1472527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1472527.000000 Penalty: 4634.708984
	Iteration 65Q: 3 clusters Score -1472527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1472531.625000 Penalty: 4634.708984
	Iteration 66Q: 3 clusters Score -1472532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1472533.375000 Penalty: 4634.708984
	Iteration 67Q: 3 clusters Score -1472533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1472532.375000 Penalty: 4634.708984
	Iteration 68Q: 3 clusters Score -1472532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1472532.375000 Penalty: 4634.708984
	Iteration 69F: 3 clusters Score -1472532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Entering Unmasked Estep 
Score: -5426518.000000 Penalty: 2630.874756
	Iteration 0F: 2 clusters Score -5426518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -5398968.500000 Penalty: 5261.749512
	Iteration 0F: 3 clusters Score -5398968 nChanged 18531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -5409189.000000 Penalty: 5261.749512
	Iteration 1F: 3 clusters Score -5409189 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -5409633.000000 Penalty: 5261.749512
	Iteration 2Q: 3 clusters Score -5409633 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5410026.500000 Penalty: 5261.749512
	Iteration 3Q: 3 clusters Score -5410026 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -5410408.500000 Penalty: 5261.749512
	Iteration 4Q: 3 clusters Score -5410408 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -5410767.000000 Penalty: 5261.749512
	Iteration 5Q: 3 clusters Score -5410767 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5411132.500000 Penalty: 5261.749512
	Iteration 6Q: 3 clusters Score -5411132 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -5411651.500000 Penalty: 5261.749512
	Iteration 7Q: 3 clusters Score -5411652 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -5412333.000000 Penalty: 5261.749512
	Iteration 8Q: 3 clusters Score -5412333 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -5413322.000000 Penalty: 5261.749512
	Iteration 9Q: 3 clusters Score -5413322 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -5414617.000000 Penalty: 5261.749512
	Iteration 10F: 3 clusters Score -5414617 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5416412.000000 Penalty: 5261.749512
	Iteration 11F: 3 clusters Score -5416412 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -5418601.500000 Penalty: 5261.749512
	Iteration 12F: 3 clusters Score -5418602 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -5420665.500000 Penalty: 5261.749512
	Iteration 13F: 3 clusters Score -5420666 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -5422249.000000 Penalty: 5261.749512
	Iteration 14Q: 3 clusters Score -5422249 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -5423192.000000 Penalty: 5261.749512
	Iteration 15Q: 3 clusters Score -5423192 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -5423673.500000 Penalty: 5261.749512
	Iteration 16Q: 3 clusters Score -5423674 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -5423925.500000 Penalty: 5261.749512
	Iteration 17Q: 3 clusters Score -5423926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -5424044.500000 Penalty: 5261.749512
	Iteration 18Q: 3 clusters Score -5424044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5424113.000000 Penalty: 5261.749512
	Iteration 19Q: 3 clusters Score -5424113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -5424173.500000 Penalty: 5261.749512
	Iteration 20F: 3 clusters Score -5424174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -5424226.000000 Penalty: 5261.749512
	Iteration 21Q: 3 clusters Score -5424226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5424244.000000 Penalty: 5261.749512
	Iteration 22Q: 3 clusters Score -5424244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5424268.500000 Penalty: 5261.749512
	Iteration 23Q: 3 clusters Score -5424268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5424312.000000 Penalty: 5261.749512
	Iteration 24Q: 3 clusters Score -5424312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5424328.500000 Penalty: 5261.749512
	Iteration 25Q: 3 clusters Score -5424328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -5424342.000000 Penalty: 5261.749512
	Iteration 26Q: 3 clusters Score -5424342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5424350.000000 Penalty: 5261.749512
	Iteration 27Q: 3 clusters Score -5424350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5424354.500000 Penalty: 5261.749512
	Iteration 28Q: 3 clusters Score -5424354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -5424354.500000 Penalty: 5261.749512
	Iteration 29Q: 3 clusters Score -5424354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5424363.000000 Penalty: 5261.749512
	Iteration 30Q: 3 clusters Score -5424363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -5424365.500000 Penalty: 5261.749512
	Iteration 31Q: 3 clusters Score -5424366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -5424364.500000 Penalty: 5261.749512
	Iteration 32Q: 3 clusters Score -5424364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -5424366.500000 Penalty: 5261.749512
	Iteration 33Q: 3 clusters Score -5424366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5424371.000000 Penalty: 5261.749512
	Iteration 34Q: 3 clusters Score -5424371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5424381.000000 Penalty: 5261.749512
	Iteration 35Q: 3 clusters Score -5424381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5424381.000000 Penalty: 5261.749512
	Iteration 36F: 3 clusters Score -5424381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -847690.562500 Penalty: 2187.496826
	Iteration 0F: 2 clusters Score -847690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -842015.062500 Penalty: 4374.993652
	Iteration 0F: 3 clusters Score -842015.1 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -843416.875000 Penalty: 4374.993652
	Iteration 1F: 3 clusters Score -843416.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -843718.375000 Penalty: 4374.993652
	Iteration 2F: 3 clusters Score -843718.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -843972.625000 Penalty: 4374.993652
	Iteration 3F: 3 clusters Score -843972.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -844167.812500 Penalty: 4374.993652
	Iteration 4Q: 3 clusters Score -844167.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -844310.062500 Penalty: 4374.993652
	Iteration 5Q: 3 clusters Score -844310.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -844458.562500 Penalty: 4374.993652
	Iteration 6Q: 3 clusters Score -844458.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -844606.437500 Penalty: 4374.993652
	Iteration 7Q: 3 clusters Score -844606.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -844716.687500 Penalty: 4374.993652
	Iteration 8Q: 3 clusters Score -844716.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -844806.500000 Penalty: 4374.993652
	Iteration 9Q: 3 clusters Score -844806.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -844885.375000 Penalty: 4374.993652
	Iteration 10Q: 3 clusters Score -844885.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -844942.437500 Penalty: 4374.993652
	Iteration 11Q: 3 clusters Score -844942.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -844998.625000 Penalty: 4374.993652
	Iteration 12Q: 3 clusters Score -844998.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -845059.125000 Penalty: 4374.993652
	Iteration 13Q: 3 clusters Score -845059.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -845103.312500 Penalty: 4374.993652
	Iteration 14Q: 3 clusters Score -845103.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -845135.375000 Penalty: 4374.993652
	Iteration 15Q: 3 clusters Score -845135.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -845165.000000 Penalty: 4374.993652
	Iteration 16Q: 3 clusters Score -845165 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -845198.750000 Penalty: 4374.993652
	Iteration 17Q: 3 clusters Score -845198.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -845241.437500 Penalty: 4374.993652
	Iteration 18Q: 3 clusters Score -845241.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -845276.687500 Penalty: 4374.993652
	Iteration 19Q: 3 clusters Score -845276.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -845309.812500 Penalty: 4374.993652
	Iteration 20F: 3 clusters Score -845309.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -845350.187500 Penalty: 4374.993652
	Iteration 21Q: 3 clusters Score -845350.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -845387.250000 Penalty: 4374.993652
	Iteration 22Q: 3 clusters Score -845387.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -845420.750000 Penalty: 4374.993652
	Iteration 23Q: 3 clusters Score -845420.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -845453.500000 Penalty: 4374.993652
	Iteration 24Q: 3 clusters Score -845453.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -845479.312500 Penalty: 4374.993652
	Iteration 25Q: 3 clusters Score -845479.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -845500.750000 Penalty: 4374.993652
	Iteration 26Q: 3 clusters Score -845500.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -845518.750000 Penalty: 4374.993652
	Iteration 27Q: 3 clusters Score -845518.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -845543.750000 Penalty: 4374.993652
	Iteration 28Q: 3 clusters Score -845543.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -845563.125000 Penalty: 4374.993652
	Iteration 29Q: 3 clusters Score -845563.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -845578.312500 Penalty: 4374.993652
	Iteration 30Q: 3 clusters Score -845578.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -845598.625000 Penalty: 4374.993652
	Iteration 31Q: 3 clusters Score -845598.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -845615.062500 Penalty: 4374.993652
	Iteration 32Q: 3 clusters Score -845615.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -845634.250000 Penalty: 4374.993652
	Iteration 33Q: 3 clusters Score -845634.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -845644.750000 Penalty: 4374.993652
	Iteration 34Q: 3 clusters Score -845644.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -845657.187500 Penalty: 4374.993652
	Iteration 35Q: 3 clusters Score -845657.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -845667.062500 Penalty: 4374.993652
	Iteration 36Q: 3 clusters Score -845667.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -845671.750000 Penalty: 4374.993652
	Iteration 37Q: 3 clusters Score -845671.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -845680.250000 Penalty: 4374.993652
	Iteration 38Q: 3 clusters Score -845680.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -845689.687500 Penalty: 4374.993652
	Iteration 39Q: 3 clusters Score -845689.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -845696.312500 Penalty: 4374.993652
	Iteration 40F: 3 clusters Score -845696.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -845704.937500 Penalty: 4374.993652
	Iteration 41Q: 3 clusters Score -845704.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -845712.187500 Penalty: 4374.993652
	Iteration 42Q: 3 clusters Score -845712.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -845717.937500 Penalty: 4374.993652
	Iteration 43Q: 3 clusters Score -845717.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -845725.687500 Penalty: 4374.993652
	Iteration 44Q: 3 clusters Score -845725.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -845729.937500 Penalty: 4374.993652
	Iteration 45Q: 3 clusters Score -845729.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -845735.875000 Penalty: 4374.993652
	Iteration 46Q: 3 clusters Score -845735.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -845741.375000 Penalty: 4374.993652
	Iteration 47Q: 3 clusters Score -845741.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -845750.500000 Penalty: 4374.993652
	Iteration 48Q: 3 clusters Score -845750.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -845756.750000 Penalty: 4374.993652
	Iteration 49Q: 3 clusters Score -845756.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -845766.625000 Penalty: 4374.993652
	Iteration 50Q: 3 clusters Score -845766.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -845778.625000 Penalty: 4374.993652
	Iteration 51Q: 3 clusters Score -845778.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -845788.875000 Penalty: 4374.993652
	Iteration 52Q: 3 clusters Score -845788.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -845795.250000 Penalty: 4374.993652
	Iteration 53Q: 3 clusters Score -845795.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -845800.875000 Penalty: 4374.993652
	Iteration 54Q: 3 clusters Score -845800.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -845802.687500 Penalty: 4374.993652
	Iteration 55Q: 3 clusters Score -845802.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -845807.000000 Penalty: 4374.993652
	Iteration 56Q: 3 clusters Score -845807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -845812.187500 Penalty: 4374.993652
	Iteration 57Q: 3 clusters Score -845812.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -845820.500000 Penalty: 4374.993652
	Iteration 58Q: 3 clusters Score -845820.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -845830.000000 Penalty: 4374.993652
	Iteration 59Q: 3 clusters Score -845830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -845846.875000 Penalty: 4374.993652
	Iteration 60F: 3 clusters Score -845846.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -845866.375000 Penalty: 4374.993652
	Iteration 61Q: 3 clusters Score -845866.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -845881.687500 Penalty: 4374.993652
	Iteration 62Q: 3 clusters Score -845881.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -845892.062500 Penalty: 4374.993652
	Iteration 63Q: 3 clusters Score -845892.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -845903.250000 Penalty: 4374.993652
	Iteration 64Q: 3 clusters Score -845903.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -845908.500000 Penalty: 4374.993652
	Iteration 65Q: 3 clusters Score -845908.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -845915.500000 Penalty: 4374.993652
	Iteration 66Q: 3 clusters Score -845915.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -845922.625000 Penalty: 4374.993652
	Iteration 67Q: 3 clusters Score -845922.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -845928.687500 Penalty: 4374.993652
	Iteration 68Q: 3 clusters Score -845928.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -845935.687500 Penalty: 4374.993652
	Iteration 69Q: 3 clusters Score -845935.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -845939.250000 Penalty: 4374.993652
	Iteration 70Q: 3 clusters Score -845939.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -845941.875000 Penalty: 4374.993652
	Iteration 71Q: 3 clusters Score -845941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -845945.000000 Penalty: 4374.993652
	Iteration 72Q: 3 clusters Score -845945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -845943.937500 Penalty: 4374.993652
	Iteration 73Q: 3 clusters Score -845943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -845944.562500 Penalty: 4374.993652
	Iteration 74Q: 3 clusters Score -845944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -845945.625000 Penalty: 4374.993652
	Iteration 75Q: 3 clusters Score -845945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -845946.312500 Penalty: 4374.993652
	Iteration 76Q: 3 clusters Score -845946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -845946.750000 Penalty: 4374.993652
	Iteration 77Q: 3 clusters Score -845946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -845947.187500 Penalty: 4374.993652
	Iteration 78Q: 3 clusters Score -845947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -845949.062500 Penalty: 4374.993652
	Iteration 79Q: 3 clusters Score -845949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -845949.000000 Penalty: 4374.993652
	Iteration 80F: 3 clusters Score -845949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -845950.312500 Penalty: 4374.993652
	Iteration 81Q: 3 clusters Score -845950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -845953.125000 Penalty: 4374.993652
	Iteration 82Q: 3 clusters Score -845953.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -845956.125000 Penalty: 4374.993652
	Iteration 83Q: 3 clusters Score -845956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -845957.250000 Penalty: 4374.993652
	Iteration 84Q: 3 clusters Score -845957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -845959.812500 Penalty: 4374.993652
	Iteration 85Q: 3 clusters Score -845959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -845964.312500 Penalty: 4374.993652
	Iteration 86Q: 3 clusters Score -845964.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -845969.312500 Penalty: 4374.993652
	Iteration 87Q: 3 clusters Score -845969.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -845974.000000 Penalty: 4374.993652
	Iteration 88Q: 3 clusters Score -845974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -845982.062500 Penalty: 4374.993652
	Iteration 89Q: 3 clusters Score -845982.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -845985.187500 Penalty: 4374.993652
	Iteration 90Q: 3 clusters Score -845985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -845988.687500 Penalty: 4374.993652
	Iteration 91Q: 3 clusters Score -845988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -845992.250000 Penalty: 4374.993652
	Iteration 92Q: 3 clusters Score -845992.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -845996.562500 Penalty: 4374.993652
	Iteration 93Q: 3 clusters Score -845996.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -846001.000000 Penalty: 4374.993652
	Iteration 94Q: 3 clusters Score -846001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -846003.000000 Penalty: 4374.993652
	Iteration 95Q: 3 clusters Score -846003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -846004.875000 Penalty: 4374.993652
	Iteration 96Q: 3 clusters Score -846004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -846008.312500 Penalty: 4374.993652
	Iteration 97Q: 3 clusters Score -846008.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -846010.187500 Penalty: 4374.993652
	Iteration 98Q: 3 clusters Score -846010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -846009.000000 Penalty: 4374.993652
	Iteration 99Q: 3 clusters Score -846009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -846011.687500 Penalty: 4374.993652
	Iteration 100F: 3 clusters Score -846011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -846012.000000 Penalty: 4374.993652
	Iteration 101Q: 3 clusters Score -846012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -846013.687500 Penalty: 4374.993652
	Iteration 102Q: 3 clusters Score -846013.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -846014.625000 Penalty: 4374.993652
	Iteration 103Q: 3 clusters Score -846014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -846015.875000 Penalty: 4374.993652
	Iteration 104Q: 3 clusters Score -846015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -846016.750000 Penalty: 4374.993652
	Iteration 105Q: 3 clusters Score -846016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -846022.125000 Penalty: 4374.993652
	Iteration 106Q: 3 clusters Score -846022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -846026.000000 Penalty: 4374.993652
	Iteration 107Q: 3 clusters Score -846026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -846025.500000 Penalty: 4374.993652
	Iteration 108Q: 3 clusters Score -846025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -846027.187500 Penalty: 4374.993652
	Iteration 109Q: 3 clusters Score -846027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -846028.812500 Penalty: 4374.993652
	Iteration 110Q: 3 clusters Score -846028.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -846031.625000 Penalty: 4374.993652
	Iteration 111Q: 3 clusters Score -846031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -846032.812500 Penalty: 4374.993652
	Iteration 112Q: 3 clusters Score -846032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -846032.812500 Penalty: 4374.993652
	Iteration 113Q: 3 clusters Score -846032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -846036.000000 Penalty: 4374.993652
	Iteration 114Q: 3 clusters Score -846036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -846034.437500 Penalty: 4374.993652
	Iteration 115Q: 3 clusters Score -846034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -846037.937500 Penalty: 4374.993652
	Iteration 116Q: 3 clusters Score -846037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -846038.750000 Penalty: 4374.993652
	Iteration 117Q: 3 clusters Score -846038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -846039.375000 Penalty: 4374.993652
	Iteration 118Q: 3 clusters Score -846039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -846039.062500 Penalty: 4374.993652
	Iteration 119Q: 3 clusters Score -846039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -846039.750000 Penalty: 4374.993652
	Iteration 120F: 3 clusters Score -846039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -846039.125000 Penalty: 4374.993652
	Iteration 121Q: 3 clusters Score -846039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -846039.750000 Penalty: 4374.993652
	Iteration 122Q: 3 clusters Score -846039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -846039.937500 Penalty: 4374.993652
	Iteration 123Q: 3 clusters Score -846039.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -846039.937500 Penalty: 4374.993652
	Iteration 124F: 3 clusters Score -846039.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 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 346 members 
Entering Unmasked Estep 
Score: -70185.218750 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70185.22 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70828.906250 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70828.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71504.703125 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -71504.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71829.023438 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71829.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71922.492188 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -71922.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71949.632812 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71949.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71971.078125 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71971.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71983.921875 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71983.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71988.804688 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71990.242188 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -71990.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71990.242188 Penalty: 3232.031738
	Iteration 10F: 3 clusters Score -71990.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18172 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 18697 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 189978 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 40472 members 
Mstep: Class 12 contains 6772 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 39152 members 
Mstep: Class 15 contains 25209 members 
Mstep: Class 16 contains 65242 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82244 members 
Mstep: Class 19 contains 192130 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37515 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12528 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4250 members 
Mstep: Class 27 contains 201167 members 
Mstep: Class 28 contains 1721 members 
Mstep: Class 29 contains 414 members 
Entering Unmasked Estep 
Score: -133224088.000000 Penalty: 99558.382812
Splitting cluster 13 changes total score from -133225512.000000 to -133224088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Entering Unmasked Estep 
Score: -4828670.500000 Penalty: 2622.651367
	Iteration 0F: 2 clusters Score -4828670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4801967.000000 Penalty: 5245.302734
	Iteration 0F: 3 clusters Score -4801967 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4811929.500000 Penalty: 5245.302734
	Iteration 1F: 3 clusters Score -4811930 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4812714.000000 Penalty: 5245.302734
	Iteration 2F: 3 clusters Score -4812714 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -4813556.500000 Penalty: 5245.302734
	Iteration 3Q: 3 clusters Score -4813556 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4814650.500000 Penalty: 5245.302734
	Iteration 4F: 3 clusters Score -4814650 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4815939.000000 Penalty: 5245.302734
	Iteration 5F: 3 clusters Score -4815939 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4817540.000000 Penalty: 5245.302734
	Iteration 6F: 3 clusters Score -4817540 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -4819122.000000 Penalty: 5245.302734
	Iteration 7F: 3 clusters Score -4819122 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -4820590.500000 Penalty: 5245.302734
	Iteration 8F: 3 clusters Score -4820590 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -4821664.500000 Penalty: 5245.302734
	Iteration 9Q: 3 clusters Score -4821664 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4822327.500000 Penalty: 5245.302734
	Iteration 10Q: 3 clusters Score -4822328 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4822697.000000 Penalty: 5245.302734
	Iteration 11Q: 3 clusters Score -4822697 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4822957.000000 Penalty: 5245.302734
	Iteration 12Q: 3 clusters Score -4822957 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -4823168.500000 Penalty: 5245.302734
	Iteration 13Q: 3 clusters Score -4823168 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4823316.000000 Penalty: 5245.302734
	Iteration 14Q: 3 clusters Score -4823316 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4823448.500000 Penalty: 5245.302734
	Iteration 15Q: 3 clusters Score -4823448 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4823561.500000 Penalty: 5245.302734
	Iteration 16Q: 3 clusters Score -4823562 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4823660.000000 Penalty: 5245.302734
	Iteration 17Q: 3 clusters Score -4823660 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -4823767.500000 Penalty: 5245.302734
	Iteration 18Q: 3 clusters Score -4823768 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4823860.500000 Penalty: 5245.302734
	Iteration 19Q: 3 clusters Score -4823860 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -4824000.000000 Penalty: 5245.302734
	Iteration 20F: 3 clusters Score -4824000 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4824109.000000 Penalty: 5245.302734
	Iteration 21Q: 3 clusters Score -4824109 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4824256.500000 Penalty: 5245.302734
	Iteration 22Q: 3 clusters Score -4824256 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4824432.500000 Penalty: 5245.302734
	Iteration 23Q: 3 clusters Score -4824432 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -4824614.000000 Penalty: 5245.302734
	Iteration 24Q: 3 clusters Score -4824614 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4824825.500000 Penalty: 5245.302734
	Iteration 25Q: 3 clusters Score -4824826 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4825101.500000 Penalty: 5245.302734
	Iteration 26Q: 3 clusters Score -4825102 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4825380.500000 Penalty: 5245.302734
	Iteration 27Q: 3 clusters Score -4825380 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4825645.500000 Penalty: 5245.302734
	Iteration 28Q: 3 clusters Score -4825646 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4825903.000000 Penalty: 5245.302734
	Iteration 29Q: 3 clusters Score -4825903 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4826180.500000 Penalty: 5245.302734
	Iteration 30Q: 3 clusters Score -4826180 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4826404.500000 Penalty: 5245.302734
	Iteration 31Q: 3 clusters Score -4826404 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4826615.500000 Penalty: 5245.302734
	Iteration 32Q: 3 clusters Score -4826616 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4826780.000000 Penalty: 5245.302734
	Iteration 33Q: 3 clusters Score -4826780 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4826904.500000 Penalty: 5245.302734
	Iteration 34Q: 3 clusters Score -4826904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4826954.000000 Penalty: 5245.302734
	Iteration 35Q: 3 clusters Score -4826954 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4826991.500000 Penalty: 5245.302734
	Iteration 36Q: 3 clusters Score -4826992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4827014.500000 Penalty: 5245.302734
	Iteration 37Q: 3 clusters Score -4827014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -4827031.500000 Penalty: 5245.302734
	Iteration 38Q: 3 clusters Score -4827032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4827050.000000 Penalty: 5245.302734
	Iteration 39Q: 3 clusters Score -4827050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4827064.000000 Penalty: 5245.302734
	Iteration 40F: 3 clusters Score -4827064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4827069.000000 Penalty: 5245.302734
	Iteration 41Q: 3 clusters Score -4827069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4827078.500000 Penalty: 5245.302734
	Iteration 42Q: 3 clusters Score -4827078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4827087.500000 Penalty: 5245.302734
	Iteration 43Q: 3 clusters Score -4827088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4827091.500000 Penalty: 5245.302734
	Iteration 44Q: 3 clusters Score -4827092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4827085.500000 Penalty: 5245.302734
	Iteration 45Q: 3 clusters Score -4827086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -4827090.000000 Penalty: 5245.302734
	Iteration 46Q: 3 clusters Score -4827090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4827096.500000 Penalty: 5245.302734
	Iteration 47Q: 3 clusters Score -4827096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4827093.500000 Penalty: 5245.302734
	Iteration 48Q: 3 clusters Score -4827094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4827105.500000 Penalty: 5245.302734
	Iteration 49Q: 3 clusters Score -4827106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4827097.000000 Penalty: 5245.302734
	Iteration 50Q: 3 clusters Score -4827097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -4827102.000000 Penalty: 5245.302734
	Iteration 51Q: 3 clusters Score -4827102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4827098.500000 Penalty: 5245.302734
	Iteration 52Q: 3 clusters Score -4827098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -4827102.000000 Penalty: 5245.302734
	Iteration 53Q: 3 clusters Score -4827102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4827106.500000 Penalty: 5245.302734
	Iteration 54Q: 3 clusters Score -4827106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4827104.500000 Penalty: 5245.302734
	Iteration 55Q: 3 clusters Score -4827104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4827099.500000 Penalty: 5245.302734
	Iteration 56Q: 3 clusters Score -4827100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4827105.000000 Penalty: 5245.302734
	Iteration 57Q: 3 clusters Score -4827105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -4827108.500000 Penalty: 5245.302734
	Iteration 58Q: 3 clusters Score -4827108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4827108.000000 Penalty: 5245.302734
	Iteration 59Q: 3 clusters Score -4827108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4827111.500000 Penalty: 5245.302734
	Iteration 60F: 3 clusters Score -4827112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4827109.000000 Penalty: 5245.302734
	Iteration 61Q: 3 clusters Score -4827109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4827113.500000 Penalty: 5245.302734
	Iteration 62Q: 3 clusters Score -4827114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4827113.500000 Penalty: 5245.302734
	Iteration 63F: 3 clusters Score -4827114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Entering Unmasked Estep 
Score: -3390766.500000 Penalty: 2513.469238
	Iteration 0F: 2 clusters Score -3390766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3373338.750000 Penalty: 5026.938477
	Iteration 0F: 3 clusters Score -3373339 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3379603.750000 Penalty: 5026.938477
	Iteration 1F: 3 clusters Score -3379604 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3380316.750000 Penalty: 5026.938477
	Iteration 2F: 3 clusters Score -3380317 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3381283.500000 Penalty: 5026.938477
	Iteration 3F: 3 clusters Score -3381284 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3382384.000000 Penalty: 5026.938477
	Iteration 4F: 3 clusters Score -3382384 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3383643.750000 Penalty: 5026.938477
	Iteration 5F: 3 clusters Score -3383644 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3385124.500000 Penalty: 5026.938477
	Iteration 6F: 3 clusters Score -3385124 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3386556.000000 Penalty: 5026.938477
	Iteration 7F: 3 clusters Score -3386556 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3387787.250000 Penalty: 5026.938477
	Iteration 8F: 3 clusters Score -3387787 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3388665.000000 Penalty: 5026.938477
	Iteration 9Q: 3 clusters Score -3388665 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3389242.250000 Penalty: 5026.938477
	Iteration 10Q: 3 clusters Score -3389242 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3389613.500000 Penalty: 5026.938477
	Iteration 11Q: 3 clusters Score -3389614 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3389850.250000 Penalty: 5026.938477
	Iteration 12Q: 3 clusters Score -3389850 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3390013.000000 Penalty: 5026.938477
	Iteration 13Q: 3 clusters Score -3390013 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3390086.250000 Penalty: 5026.938477
	Iteration 14Q: 3 clusters Score -3390086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3390132.750000 Penalty: 5026.938477
	Iteration 15Q: 3 clusters Score -3390133 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3390181.750000 Penalty: 5026.938477
	Iteration 16Q: 3 clusters Score -3390182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3390215.250000 Penalty: 5026.938477
	Iteration 17Q: 3 clusters Score -3390215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3390238.750000 Penalty: 5026.938477
	Iteration 18Q: 3 clusters Score -3390239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3390259.000000 Penalty: 5026.938477
	Iteration 19Q: 3 clusters Score -3390259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3390279.500000 Penalty: 5026.938477
	Iteration 20F: 3 clusters Score -3390280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3390292.500000 Penalty: 5026.938477
	Iteration 21Q: 3 clusters Score -3390292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3390307.750000 Penalty: 5026.938477
	Iteration 22Q: 3 clusters Score -3390308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3390317.250000 Penalty: 5026.938477
	Iteration 23Q: 3 clusters Score -3390317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3390319.000000 Penalty: 5026.938477
	Iteration 24Q: 3 clusters Score -3390319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3390316.250000 Penalty: 5026.938477
	Iteration 25Q: 3 clusters Score -3390316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3390320.250000 Penalty: 5026.938477
	Iteration 26Q: 3 clusters Score -3390320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3390320.250000 Penalty: 5026.938477
	Iteration 27Q: 3 clusters Score -3390320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3390320.250000 Penalty: 5026.938477
	Iteration 28F: 3 clusters Score -3390320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Entering Unmasked Estep 
Score: -8723871.000000 Penalty: 2749.292969
	Iteration 0F: 2 clusters Score -8723871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -8679951.000000 Penalty: 5498.585938
	Iteration 0F: 3 clusters Score -8679951 nChanged 30555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -8697307.000000 Penalty: 5498.585938
	Iteration 1F: 3 clusters Score -8697307 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -8697920.000000 Penalty: 5498.585938
	Iteration 2Q: 3 clusters Score -8697920 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -8698744.000000 Penalty: 5498.585938
	Iteration 3Q: 3 clusters Score -8698744 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -8699837.000000 Penalty: 5498.585938
	Iteration 4Q: 3 clusters Score -8699837 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -8701377.000000 Penalty: 5498.585938
	Iteration 5Q: 3 clusters Score -8701377 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -8703603.000000 Penalty: 5498.585938
	Iteration 6F: 3 clusters Score -8703603 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -8706615.000000 Penalty: 5498.585938
	Iteration 7F: 3 clusters Score -8706615 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -8710485.000000 Penalty: 5498.585938
	Iteration 8F: 3 clusters Score -8710485 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -8714446.000000 Penalty: 5498.585938
	Iteration 9F: 3 clusters Score -8714446 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -8717502.000000 Penalty: 5498.585938
	Iteration 10Q: 3 clusters Score -8717502 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -8719095.000000 Penalty: 5498.585938
	Iteration 11Q: 3 clusters Score -8719095 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -8719785.000000 Penalty: 5498.585938
	Iteration 12Q: 3 clusters Score -8719785 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -8720094.000000 Penalty: 5498.585938
	Iteration 13Q: 3 clusters Score -8720094 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -8720304.000000 Penalty: 5498.585938
	Iteration 14Q: 3 clusters Score -8720304 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -8720369.000000 Penalty: 5498.585938
	Iteration 15Q: 3 clusters Score -8720369 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -8720456.000000 Penalty: 5498.585938
	Iteration 16Q: 3 clusters Score -8720456 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -8720507.000000 Penalty: 5498.585938
	Iteration 17Q: 3 clusters Score -8720507 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -8720569.000000 Penalty: 5498.585938
	Iteration 18Q: 3 clusters Score -8720569 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -8720614.000000 Penalty: 5498.585938
	Iteration 19Q: 3 clusters Score -8720614 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -8720647.000000 Penalty: 5498.585938
	Iteration 20F: 3 clusters Score -8720647 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -8720676.000000 Penalty: 5498.585938
	Iteration 21Q: 3 clusters Score -8720676 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -8720696.000000 Penalty: 5498.585938
	Iteration 22Q: 3 clusters Score -8720696 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -8720732.000000 Penalty: 5498.585938
	Iteration 23Q: 3 clusters Score -8720732 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -8720755.000000 Penalty: 5498.585938
	Iteration 24Q: 3 clusters Score -8720755 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -8720814.000000 Penalty: 5498.585938
	Iteration 25Q: 3 clusters Score -8720814 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -8720830.000000 Penalty: 5498.585938
	Iteration 26Q: 3 clusters Score -8720830 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -8720828.000000 Penalty: 5498.585938
	Iteration 27Q: 3 clusters Score -8720828 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -8720858.000000 Penalty: 5498.585938
	Iteration 28Q: 3 clusters Score -8720858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -8720874.000000 Penalty: 5498.585938
	Iteration 29Q: 3 clusters Score -8720874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -8720922.000000 Penalty: 5498.585938
	Iteration 30Q: 3 clusters Score -8720922 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -8720961.000000 Penalty: 5498.585938
	Iteration 31Q: 3 clusters Score -8720961 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -8720961.000000 Penalty: 5498.585938
	Iteration 32Q: 3 clusters Score -8720961 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -8720978.000000 Penalty: 5498.585938
	Iteration 33Q: 3 clusters Score -8720978 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -8721011.000000 Penalty: 5498.585938
	Iteration 34Q: 3 clusters Score -8721011 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -8721051.000000 Penalty: 5498.585938
	Iteration 35Q: 3 clusters Score -8721051 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -8721132.000000 Penalty: 5498.585938
	Iteration 36Q: 3 clusters Score -8721132 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -8721203.000000 Penalty: 5498.585938
	Iteration 37Q: 3 clusters Score -8721203 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -8721291.000000 Penalty: 5498.585938
	Iteration 38Q: 3 clusters Score -8721291 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -8721375.000000 Penalty: 5498.585938
	Iteration 39Q: 3 clusters Score -8721375 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -8721481.000000 Penalty: 5498.585938
	Iteration 40F: 3 clusters Score -8721481 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -8721615.000000 Penalty: 5498.585938
	Iteration 41Q: 3 clusters Score -8721615 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -8721726.000000 Penalty: 5498.585938
	Iteration 42Q: 3 clusters Score -8721726 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -8721835.000000 Penalty: 5498.585938
	Iteration 43Q: 3 clusters Score -8721835 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -8721915.000000 Penalty: 5498.585938
	Iteration 44Q: 3 clusters Score -8721915 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -8722002.000000 Penalty: 5498.585938
	Iteration 45Q: 3 clusters Score -8722002 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -8722072.000000 Penalty: 5498.585938
	Iteration 46Q: 3 clusters Score -8722072 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -8722169.000000 Penalty: 5498.585938
	Iteration 47Q: 3 clusters Score -8722169 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -8722251.000000 Penalty: 5498.585938
	Iteration 48Q: 3 clusters Score -8722251 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -8722361.000000 Penalty: 5498.585938
	Iteration 49Q: 3 clusters Score -8722361 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -8722468.000000 Penalty: 5498.585938
	Iteration 50Q: 3 clusters Score -8722468 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -8722542.000000 Penalty: 5498.585938
	Iteration 51Q: 3 clusters Score -8722542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -8722626.000000 Penalty: 5498.585938
	Iteration 52Q: 3 clusters Score -8722626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -8722664.000000 Penalty: 5498.585938
	Iteration 53Q: 3 clusters Score -8722664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -8722693.000000 Penalty: 5498.585938
	Iteration 54Q: 3 clusters Score -8722693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -8722714.000000 Penalty: 5498.585938
	Iteration 55Q: 3 clusters Score -8722714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -8722727.000000 Penalty: 5498.585938
	Iteration 56Q: 3 clusters Score -8722727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -8722753.000000 Penalty: 5498.585938
	Iteration 57Q: 3 clusters Score -8722753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -8722756.000000 Penalty: 5498.585938
	Iteration 58Q: 3 clusters Score -8722756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -8722759.000000 Penalty: 5498.585938
	Iteration 59Q: 3 clusters Score -8722759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -8722779.000000 Penalty: 5498.585938
	Iteration 60F: 3 clusters Score -8722779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -8722791.000000 Penalty: 5498.585938
	Iteration 61Q: 3 clusters Score -8722791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -8722800.000000 Penalty: 5498.585938
	Iteration 62Q: 3 clusters Score -8722800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -8722808.000000 Penalty: 5498.585938
	Iteration 63Q: 3 clusters Score -8722808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -8722815.000000 Penalty: 5498.585938
	Iteration 64Q: 3 clusters Score -8722815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -8722808.000000 Penalty: 5498.585938
	Iteration 65Q: 3 clusters Score -8722808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -8722816.000000 Penalty: 5498.585938
	Iteration 66Q: 3 clusters Score -8722816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -8722806.000000 Penalty: 5498.585938
	Iteration 67Q: 3 clusters Score -8722806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -8722808.000000 Penalty: 5498.585938
	Iteration 68Q: 3 clusters Score -8722808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -8722815.000000 Penalty: 5498.585938
	Iteration 69Q: 3 clusters Score -8722815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -8722822.000000 Penalty: 5498.585938
	Iteration 70Q: 3 clusters Score -8722822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -8722822.000000 Penalty: 5498.585938
	Iteration 71F: 3 clusters Score -8722822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 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: -66265.867188 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66265.87 nChanged 150
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: -66699.343750 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66699.34 nChanged 58
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: -66985.875000 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -66985.88 nChanged 62
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: -67389.875000 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -67389.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67805.046875 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -67805.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68168.054688 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -68168.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68247.171875 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -68247.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68259.750000 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -68259.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68296.218750 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -68296.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68311.359375 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -68311.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68331.554688 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -68331.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68344.359375 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -68344.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68368.937500 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -68368.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68422.929688 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -68422.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68434.781250 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -68434.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68450.367188 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -68450.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68453.210938 Penalty: 3193.125000
	Iteration 16F: 3 clusters Score -68453.21 nChanged 1
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: -68460.320312 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -68460.32 nChanged 2
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: -68470.414062 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -68470.41 nChanged 3
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: -68496.398438 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -68496.4 nChanged 2
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: -68504.687500 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -68504.69 nChanged 1
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: -68509.859375 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -68509.86 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: -68513.664062 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -68513.66 nChanged 2
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: -68526.828125 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -68526.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68536.257812 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -68536.26 nChanged 2
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: -68541.796875 Penalty: 3193.125000
	Iteration 25Q: 3 clusters Score -68541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68553.718750 Penalty: 3193.125000
	Iteration 26Q: 3 clusters Score -68553.72 nChanged 5
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: -68602.273438 Penalty: 3193.125000
	Iteration 27Q: 3 clusters Score -68602.27 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: -68697.765625 Penalty: 3193.125000
	Iteration 28Q: 3 clusters Score -68697.77 nChanged 4
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: -68773.531250 Penalty: 3193.125000
	Iteration 29Q: 3 clusters Score -68773.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68830.460938 Penalty: 3193.125000
	Iteration 30Q: 3 clusters Score -68830.46 nChanged 2
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: -68846.851562 Penalty: 3193.125000
	Iteration 31Q: 3 clusters Score -68846.85 nChanged 0
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: -68846.851562 Penalty: 3193.125000
	Iteration 32F: 3 clusters Score -68846.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18172 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 18697 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 189978 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 40472 members 
Mstep: Class 12 contains 6772 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39152 members 
Mstep: Class 15 contains 25209 members 
Mstep: Class 16 contains 65242 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 82244 members 
Mstep: Class 19 contains 192130 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37515 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12528 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4250 members 
Mstep: Class 27 contains 201167 members 
Mstep: Class 28 contains 1721 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
Score: -133224912.000000 Penalty: 99558.382812
Splitting cluster 17 changes total score from -133225512.000000 to -133224912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (82244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Entering Unmasked Estep 
Score: -10738737.000000 Penalty: 2806.726562
	Iteration 0F: 2 clusters Score -1.073874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -10683878.000000 Penalty: 5613.453125
	Iteration 0F: 3 clusters Score -1.068388e+07 nChanged 38708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -10705439.000000 Penalty: 5613.453125
	Iteration 1F: 3 clusters Score -1.070544e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -10705998.000000 Penalty: 5613.453125
	Iteration 2Q: 3 clusters Score -1.0706e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -10706591.000000 Penalty: 5613.453125
	Iteration 3Q: 3 clusters Score -1.070659e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -10707266.000000 Penalty: 5613.453125
	Iteration 4Q: 3 clusters Score -1.070727e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -10708114.000000 Penalty: 5613.453125
	Iteration 5Q: 3 clusters Score -1.070811e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -10709212.000000 Penalty: 5613.453125
	Iteration 6Q: 3 clusters Score -1.070921e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -10710886.000000 Penalty: 5613.453125
	Iteration 7Q: 3 clusters Score -1.071089e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -10713313.000000 Penalty: 5613.453125
	Iteration 8F: 3 clusters Score -1.071331e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -10717028.000000 Penalty: 5613.453125
	Iteration 9F: 3 clusters Score -1.071703e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -10721600.000000 Penalty: 5613.453125
	Iteration 10F: 3 clusters Score -1.07216e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -10726501.000000 Penalty: 5613.453125
	Iteration 11F: 3 clusters Score -1.07265e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -10730697.000000 Penalty: 5613.453125
	Iteration 12Q: 3 clusters Score -1.07307e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -10733423.000000 Penalty: 5613.453125
	Iteration 13Q: 3 clusters Score -1.073342e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -10734703.000000 Penalty: 5613.453125
	Iteration 14Q: 3 clusters Score -1.07347e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -10735153.000000 Penalty: 5613.453125
	Iteration 15Q: 3 clusters Score -1.073515e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -10735420.000000 Penalty: 5613.453125
	Iteration 16Q: 3 clusters Score -1.073542e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -10735634.000000 Penalty: 5613.453125
	Iteration 17Q: 3 clusters Score -1.073563e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -10735766.000000 Penalty: 5613.453125
	Iteration 18Q: 3 clusters Score -1.073577e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -10735865.000000 Penalty: 5613.453125
	Iteration 19Q: 3 clusters Score -1.073586e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -10735957.000000 Penalty: 5613.453125
	Iteration 20F: 3 clusters Score -1.073596e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -10736018.000000 Penalty: 5613.453125
	Iteration 21Q: 3 clusters Score -1.073602e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -10736053.000000 Penalty: 5613.453125
	Iteration 22Q: 3 clusters Score -1.073605e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -10736057.000000 Penalty: 5613.453125
	Iteration 23Q: 3 clusters Score -1.073606e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -10736089.000000 Penalty: 5613.453125
	Iteration 24Q: 3 clusters Score -1.073609e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -10736089.000000 Penalty: 5613.453125
	Iteration 25Q: 3 clusters Score -1.073609e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -10736064.000000 Penalty: 5613.453125
	Iteration 26Q: 3 clusters Score -1.073606e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -10736074.000000 Penalty: 5613.453125
	Iteration 27Q: 3 clusters Score -1.073607e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -10736086.000000 Penalty: 5613.453125
	Iteration 28Q: 3 clusters Score -1.073609e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -10736104.000000 Penalty: 5613.453125
	Iteration 29Q: 3 clusters Score -1.07361e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -10736126.000000 Penalty: 5613.453125
	Iteration 30Q: 3 clusters Score -1.073613e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -10736119.000000 Penalty: 5613.453125
	Iteration 31Q: 3 clusters Score -1.073612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -10736145.000000 Penalty: 5613.453125
	Iteration 32Q: 3 clusters Score -1.073614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -10736160.000000 Penalty: 5613.453125
	Iteration 33Q: 3 clusters Score -1.073616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -10736161.000000 Penalty: 5613.453125
	Iteration 34Q: 3 clusters Score -1.073616e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -10736173.000000 Penalty: 5613.453125
	Iteration 35Q: 3 clusters Score -1.073617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -10736172.000000 Penalty: 5613.453125
	Iteration 36Q: 3 clusters Score -1.073617e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -10736179.000000 Penalty: 5613.453125
	Iteration 37Q: 3 clusters Score -1.073618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -10736199.000000 Penalty: 5613.453125
	Iteration 38Q: 3 clusters Score -1.07362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -10736200.000000 Penalty: 5613.453125
	Iteration 39Q: 3 clusters Score -1.07362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -10736201.000000 Penalty: 5613.453125
	Iteration 40F: 3 clusters Score -1.07362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -10736212.000000 Penalty: 5613.453125
	Iteration 41Q: 3 clusters Score -1.073621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -10736222.000000 Penalty: 5613.453125
	Iteration 42Q: 3 clusters Score -1.073622e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -10736219.000000 Penalty: 5613.453125
	Iteration 43Q: 3 clusters Score -1.073622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -10736219.000000 Penalty: 5613.453125
	Iteration 44Q: 3 clusters Score -1.073622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -10736214.000000 Penalty: 5613.453125
	Iteration 45Q: 3 clusters Score -1.073621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -10736200.000000 Penalty: 5613.453125
	Iteration 46Q: 3 clusters Score -1.07362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -10736225.000000 Penalty: 5613.453125
	Iteration 47Q: 3 clusters Score -1.073622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -10736214.000000 Penalty: 5613.453125
	Iteration 48Q: 3 clusters Score -1.073621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -10736210.000000 Penalty: 5613.453125
	Iteration 49Q: 3 clusters Score -1.073621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -10736217.000000 Penalty: 5613.453125
	Iteration 50Q: 3 clusters Score -1.073622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -10736213.000000 Penalty: 5613.453125
	Iteration 51Q: 3 clusters Score -1.073621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -10736211.000000 Penalty: 5613.453125
	Iteration 52Q: 3 clusters Score -1.073621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -10736209.000000 Penalty: 5613.453125
	Iteration 53Q: 3 clusters Score -1.073621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -10736214.000000 Penalty: 5613.453125
	Iteration 54Q: 3 clusters Score -1.073621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -10736211.000000 Penalty: 5613.453125
	Iteration 55Q: 3 clusters Score -1.073621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -10736221.000000 Penalty: 5613.453125
	Iteration 56Q: 3 clusters Score -1.073622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -10736230.000000 Penalty: 5613.453125
	Iteration 57Q: 3 clusters Score -1.073623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -10736227.000000 Penalty: 5613.453125
	Iteration 58Q: 3 clusters Score -1.073623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -10736228.000000 Penalty: 5613.453125
	Iteration 59Q: 3 clusters Score -1.073623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -10736225.000000 Penalty: 5613.453125
	Iteration 60F: 3 clusters Score -1.073622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -10736242.000000 Penalty: 5613.453125
	Iteration 61Q: 3 clusters Score -1.073624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -10736237.000000 Penalty: 5613.453125
	Iteration 62Q: 3 clusters Score -1.073624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -10736236.000000 Penalty: 5613.453125
	Iteration 63Q: 3 clusters Score -1.073624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -10736251.000000 Penalty: 5613.453125
	Iteration 64Q: 3 clusters Score -1.073625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -10736246.000000 Penalty: 5613.453125
	Iteration 65Q: 3 clusters Score -1.073625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -10736241.000000 Penalty: 5613.453125
	Iteration 66Q: 3 clusters Score -1.073624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -10736235.000000 Penalty: 5613.453125
	Iteration 67Q: 3 clusters Score -1.073624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -10736242.000000 Penalty: 5613.453125
	Iteration 68Q: 3 clusters Score -1.073624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -10736243.000000 Penalty: 5613.453125
	Iteration 69Q: 3 clusters Score -1.073624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -10736231.000000 Penalty: 5613.453125
	Iteration 70Q: 3 clusters Score -1.073623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -10736228.000000 Penalty: 5613.453125
	Iteration 71Q: 3 clusters Score -1.073623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -10736240.000000 Penalty: 5613.453125
	Iteration 72Q: 3 clusters Score -1.073624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -10736228.000000 Penalty: 5613.453125
	Iteration 73Q: 3 clusters Score -1.073623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -10736256.000000 Penalty: 5613.453125
	Iteration 74Q: 3 clusters Score -1.073626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -10736245.000000 Penalty: 5613.453125
	Iteration 75Q: 3 clusters Score -1.073624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -10736246.000000 Penalty: 5613.453125
	Iteration 76Q: 3 clusters Score -1.073625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -10736246.000000 Penalty: 5613.453125
	Iteration 77Q: 3 clusters Score -1.073625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -10736255.000000 Penalty: 5613.453125
	Iteration 78Q: 3 clusters Score -1.073626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -10736250.000000 Penalty: 5613.453125
	Iteration 79Q: 3 clusters Score -1.073625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -10736235.000000 Penalty: 5613.453125
	Iteration 80F: 3 clusters Score -1.073624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -10736244.000000 Penalty: 5613.453125
	Iteration 81Q: 3 clusters Score -1.073624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -10736267.000000 Penalty: 5613.453125
	Iteration 82Q: 3 clusters Score -1.073627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -10736263.000000 Penalty: 5613.453125
	Iteration 83Q: 3 clusters Score -1.073626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -10736269.000000 Penalty: 5613.453125
	Iteration 84Q: 3 clusters Score -1.073627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -10736260.000000 Penalty: 5613.453125
	Iteration 85Q: 3 clusters Score -1.073626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -10736258.000000 Penalty: 5613.453125
	Iteration 86Q: 3 clusters Score -1.073626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -10736256.000000 Penalty: 5613.453125
	Iteration 87Q: 3 clusters Score -1.073626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -10736269.000000 Penalty: 5613.453125
	Iteration 88Q: 3 clusters Score -1.073627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -10736273.000000 Penalty: 5613.453125
	Iteration 89Q: 3 clusters Score -1.073627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -10736282.000000 Penalty: 5613.453125
	Iteration 90Q: 3 clusters Score -1.073628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -10736276.000000 Penalty: 5613.453125
	Iteration 91Q: 3 clusters Score -1.073628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -10736265.000000 Penalty: 5613.453125
	Iteration 92Q: 3 clusters Score -1.073626e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -10736300.000000 Penalty: 5613.453125
	Iteration 93Q: 3 clusters Score -1.07363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -10736291.000000 Penalty: 5613.453125
	Iteration 94Q: 3 clusters Score -1.073629e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -10736302.000000 Penalty: 5613.453125
	Iteration 95Q: 3 clusters Score -1.07363e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -10736310.000000 Penalty: 5613.453125
	Iteration 96Q: 3 clusters Score -1.073631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -10736318.000000 Penalty: 5613.453125
	Iteration 97Q: 3 clusters Score -1.073632e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -10736313.000000 Penalty: 5613.453125
	Iteration 98Q: 3 clusters Score -1.073631e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -10736314.000000 Penalty: 5613.453125
	Iteration 99Q: 3 clusters Score -1.073631e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -10736324.000000 Penalty: 5613.453125
	Iteration 100F: 3 clusters Score -1.073632e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -10736311.000000 Penalty: 5613.453125
	Iteration 101Q: 3 clusters Score -1.073631e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -10736318.000000 Penalty: 5613.453125
	Iteration 102Q: 3 clusters Score -1.073632e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -10736312.000000 Penalty: 5613.453125
	Iteration 103Q: 3 clusters Score -1.073631e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -10736337.000000 Penalty: 5613.453125
	Iteration 104Q: 3 clusters Score -1.073634e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -10736338.000000 Penalty: 5613.453125
	Iteration 105Q: 3 clusters Score -1.073634e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -10736346.000000 Penalty: 5613.453125
	Iteration 106Q: 3 clusters Score -1.073635e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -10736377.000000 Penalty: 5613.453125
	Iteration 107Q: 3 clusters Score -1.073638e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -10736413.000000 Penalty: 5613.453125
	Iteration 108Q: 3 clusters Score -1.073641e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -10736430.000000 Penalty: 5613.453125
	Iteration 109Q: 3 clusters Score -1.073643e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -10736417.000000 Penalty: 5613.453125
	Iteration 110Q: 3 clusters Score -1.073642e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -10736403.000000 Penalty: 5613.453125
	Iteration 111Q: 3 clusters Score -1.07364e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -10736426.000000 Penalty: 5613.453125
	Iteration 112Q: 3 clusters Score -1.073643e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -10736436.000000 Penalty: 5613.453125
	Iteration 113Q: 3 clusters Score -1.073644e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -10736455.000000 Penalty: 5613.453125
	Iteration 114Q: 3 clusters Score -1.073646e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -10736473.000000 Penalty: 5613.453125
	Iteration 115Q: 3 clusters Score -1.073647e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -10736489.000000 Penalty: 5613.453125
	Iteration 116Q: 3 clusters Score -1.073649e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -10736525.000000 Penalty: 5613.453125
	Iteration 117Q: 3 clusters Score -1.073652e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -10736517.000000 Penalty: 5613.453125
	Iteration 118Q: 3 clusters Score -1.073652e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -10736565.000000 Penalty: 5613.453125
	Iteration 119Q: 3 clusters Score -1.073656e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -10736600.000000 Penalty: 5613.453125
	Iteration 120F: 3 clusters Score -1.07366e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -10736643.000000 Penalty: 5613.453125
	Iteration 121Q: 3 clusters Score -1.073664e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -10736660.000000 Penalty: 5613.453125
	Iteration 122Q: 3 clusters Score -1.073666e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 67204 members 
Entering Unmasked Estep 
Score: -10736646.000000 Penalty: 5613.453125
	Iteration 123Q: 3 clusters Score -1.073665e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -10736676.000000 Penalty: 5613.453125
	Iteration 124Q: 3 clusters Score -1.073668e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -10736721.000000 Penalty: 5613.453125
	Iteration 125Q: 3 clusters Score -1.073672e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -10736759.000000 Penalty: 5613.453125
	Iteration 126Q: 3 clusters Score -1.073676e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -10736798.000000 Penalty: 5613.453125
	Iteration 127Q: 3 clusters Score -1.07368e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -10736810.000000 Penalty: 5613.453125
	Iteration 128Q: 3 clusters Score -1.073681e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -10736817.000000 Penalty: 5613.453125
	Iteration 129Q: 3 clusters Score -1.073682e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -10736841.000000 Penalty: 5613.453125
	Iteration 130Q: 3 clusters Score -1.073684e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -10736829.000000 Penalty: 5613.453125
	Iteration 131Q: 3 clusters Score -1.073683e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -10736838.000000 Penalty: 5613.453125
	Iteration 132Q: 3 clusters Score -1.073684e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -10736846.000000 Penalty: 5613.453125
	Iteration 133Q: 3 clusters Score -1.073685e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -10736838.000000 Penalty: 5613.453125
	Iteration 134Q: 3 clusters Score -1.073684e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -10736862.000000 Penalty: 5613.453125
	Iteration 135Q: 3 clusters Score -1.073686e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -10736876.000000 Penalty: 5613.453125
	Iteration 136Q: 3 clusters Score -1.073688e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -10736880.000000 Penalty: 5613.453125
	Iteration 137Q: 3 clusters Score -1.073688e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -10736867.000000 Penalty: 5613.453125
	Iteration 138Q: 3 clusters Score -1.073687e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -10736871.000000 Penalty: 5613.453125
	Iteration 139Q: 3 clusters Score -1.073687e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -10736879.000000 Penalty: 5613.453125
	Iteration 140F: 3 clusters Score -1.073688e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -10736899.000000 Penalty: 5613.453125
	Iteration 141Q: 3 clusters Score -1.07369e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -10736913.000000 Penalty: 5613.453125
	Iteration 142Q: 3 clusters Score -1.073691e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -10736896.000000 Penalty: 5613.453125
	Iteration 143Q: 3 clusters Score -1.07369e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -10736915.000000 Penalty: 5613.453125
	Iteration 144Q: 3 clusters Score -1.073692e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -10736921.000000 Penalty: 5613.453125
	Iteration 145Q: 3 clusters Score -1.073692e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -10736930.000000 Penalty: 5613.453125
	Iteration 146Q: 3 clusters Score -1.073693e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -10736917.000000 Penalty: 5613.453125
	Iteration 147Q: 3 clusters Score -1.073692e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -10736932.000000 Penalty: 5613.453125
	Iteration 148Q: 3 clusters Score -1.073693e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -10736938.000000 Penalty: 5613.453125
	Iteration 149Q: 3 clusters Score -1.073694e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -10736945.000000 Penalty: 5613.453125
	Iteration 150Q: 3 clusters Score -1.073694e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -10736965.000000 Penalty: 5613.453125
	Iteration 151Q: 3 clusters Score -1.073696e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -10736981.000000 Penalty: 5613.453125
	Iteration 152Q: 3 clusters Score -1.073698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -10736979.000000 Penalty: 5613.453125
	Iteration 153Q: 3 clusters Score -1.073698e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -10736973.000000 Penalty: 5613.453125
	Iteration 154Q: 3 clusters Score -1.073697e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -10736976.000000 Penalty: 5613.453125
	Iteration 155Q: 3 clusters Score -1.073698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -10736973.000000 Penalty: 5613.453125
	Iteration 156Q: 3 clusters Score -1.073697e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -10736959.000000 Penalty: 5613.453125
	Iteration 157Q: 3 clusters Score -1.073696e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -10736957.000000 Penalty: 5613.453125
	Iteration 158Q: 3 clusters Score -1.073696e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -10736965.000000 Penalty: 5613.453125
	Iteration 159Q: 3 clusters Score -1.073696e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -10736953.000000 Penalty: 5613.453125
	Iteration 160F: 3 clusters Score -1.073695e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -10736993.000000 Penalty: 5613.453125
	Iteration 161Q: 3 clusters Score -1.073699e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -10736974.000000 Penalty: 5613.453125
	Iteration 162Q: 3 clusters Score -1.073697e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -10736981.000000 Penalty: 5613.453125
	Iteration 163Q: 3 clusters Score -1.073698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -10736974.000000 Penalty: 5613.453125
	Iteration 164Q: 3 clusters Score -1.073697e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -10736988.000000 Penalty: 5613.453125
	Iteration 165Q: 3 clusters Score -1.073699e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -10736997.000000 Penalty: 5613.453125
	Iteration 166Q: 3 clusters Score -1.0737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -10736998.000000 Penalty: 5613.453125
	Iteration 167Q: 3 clusters Score -1.0737e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -10736997.000000 Penalty: 5613.453125
	Iteration 168Q: 3 clusters Score -1.0737e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -10737015.000000 Penalty: 5613.453125
	Iteration 169Q: 3 clusters Score -1.073702e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -10736998.000000 Penalty: 5613.453125
	Iteration 170Q: 3 clusters Score -1.0737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -10737002.000000 Penalty: 5613.453125
	Iteration 171Q: 3 clusters Score -1.0737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -10737015.000000 Penalty: 5613.453125
	Iteration 172Q: 3 clusters Score -1.073702e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -10737008.000000 Penalty: 5613.453125
	Iteration 173Q: 3 clusters Score -1.073701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -10737008.000000 Penalty: 5613.453125
	Iteration 174Q: 3 clusters Score -1.073701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -10737012.000000 Penalty: 5613.453125
	Iteration 175Q: 3 clusters Score -1.073701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -10737022.000000 Penalty: 5613.453125
	Iteration 176Q: 3 clusters Score -1.073702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -10737024.000000 Penalty: 5613.453125
	Iteration 177Q: 3 clusters Score -1.073702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -10737028.000000 Penalty: 5613.453125
	Iteration 178Q: 3 clusters Score -1.073703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -10737020.000000 Penalty: 5613.453125
	Iteration 179Q: 3 clusters Score -1.073702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -10737026.000000 Penalty: 5613.453125
	Iteration 180F: 3 clusters Score -1.073703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -10737020.000000 Penalty: 5613.453125
	Iteration 181Q: 3 clusters Score -1.073702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -10737011.000000 Penalty: 5613.453125
	Iteration 182Q: 3 clusters Score -1.073701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -10736996.000000 Penalty: 5613.453125
	Iteration 183Q: 3 clusters Score -1.0737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -10737015.000000 Penalty: 5613.453125
	Iteration 184Q: 3 clusters Score -1.073702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -10737008.000000 Penalty: 5613.453125
	Iteration 185Q: 3 clusters Score -1.073701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -10737008.000000 Penalty: 5613.453125
	Iteration 186Q: 3 clusters Score -1.073701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -10737002.000000 Penalty: 5613.453125
	Iteration 187Q: 3 clusters Score -1.0737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -10737003.000000 Penalty: 5613.453125
	Iteration 188Q: 3 clusters Score -1.0737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -10737005.000000 Penalty: 5613.453125
	Iteration 189Q: 3 clusters Score -1.0737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -10736995.000000 Penalty: 5613.453125
	Iteration 190Q: 3 clusters Score -1.0737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -10736993.000000 Penalty: 5613.453125
	Iteration 191Q: 3 clusters Score -1.073699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -10737000.000000 Penalty: 5613.453125
	Iteration 192Q: 3 clusters Score -1.0737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -10736998.000000 Penalty: 5613.453125
	Iteration 193Q: 3 clusters Score -1.0737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -10737001.000000 Penalty: 5613.453125
	Iteration 194Q: 3 clusters Score -1.0737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -10737000.000000 Penalty: 5613.453125
	Iteration 195Q: 3 clusters Score -1.0737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -10737002.000000 Penalty: 5613.453125
	Iteration 196Q: 3 clusters Score -1.0737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -10737009.000000 Penalty: 5613.453125
	Iteration 197Q: 3 clusters Score -1.073701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -10737010.000000 Penalty: 5613.453125
	Iteration 198Q: 3 clusters Score -1.073701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -10737010.000000 Penalty: 5613.453125
	Iteration 199F: 3 clusters Score -1.073701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192130 members 
Entering Unmasked Estep 
Score: -25424038.000000 Penalty: 3017.150146
	Iteration 0F: 2 clusters Score -2.542404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -25315606.000000 Penalty: 6034.300293
	Iteration 0F: 3 clusters Score -2.531561e+07 nChanged 92643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -25369706.000000 Penalty: 6034.300293
	Iteration 1F: 3 clusters Score -2.536971e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 102707 members 
Entering Unmasked Estep 
Score: -25370490.000000 Penalty: 6034.300293
	Iteration 2Q: 3 clusters Score -2.537049e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 105899 members 
Entering Unmasked Estep 
Score: -25371666.000000 Penalty: 6034.300293
	Iteration 3Q: 3 clusters Score -2.537167e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -25373530.000000 Penalty: 6034.300293
	Iteration 4Q: 3 clusters Score -2.537353e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -25376790.000000 Penalty: 6034.300293
	Iteration 5Q: 3 clusters Score -2.537679e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -25381902.000000 Penalty: 6034.300293
	Iteration 6F: 3 clusters Score -2.53819e+07 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 137986 members 
Entering Unmasked Estep 
Score: -25389376.000000 Penalty: 6034.300293
	Iteration 7F: 3 clusters Score -2.538938e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -25398238.000000 Penalty: 6034.300293
	Iteration 8F: 3 clusters Score -2.539824e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 158110 members 
Entering Unmasked Estep 
Score: -25406720.000000 Penalty: 6034.300293
	Iteration 9F: 3 clusters Score -2.540672e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 164354 members 
Entering Unmasked Estep 
Score: -25412026.000000 Penalty: 6034.300293
	Iteration 10Q: 3 clusters Score -2.541203e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 168384 members 
Entering Unmasked Estep 
Score: -25414804.000000 Penalty: 6034.300293
	Iteration 11Q: 3 clusters Score -2.54148e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 171052 members 
Entering Unmasked Estep 
Score: -25416340.000000 Penalty: 6034.300293
	Iteration 12Q: 3 clusters Score -2.541634e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 173047 members 
Entering Unmasked Estep 
Score: -25417292.000000 Penalty: 6034.300293
	Iteration 13Q: 3 clusters Score -2.541729e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 174712 members 
Entering Unmasked Estep 
Score: -25417898.000000 Penalty: 6034.300293
	Iteration 14Q: 3 clusters Score -2.54179e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 176234 members 
Entering Unmasked Estep 
Score: -25418234.000000 Penalty: 6034.300293
	Iteration 15Q: 3 clusters Score -2.541823e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -25418542.000000 Penalty: 6034.300293
	Iteration 16Q: 3 clusters Score -2.541854e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -25418696.000000 Penalty: 6034.300293
	Iteration 17Q: 3 clusters Score -2.54187e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 180264 members 
Entering Unmasked Estep 
Score: -25418862.000000 Penalty: 6034.300293
	Iteration 18Q: 3 clusters Score -2.541886e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 181509 members 
Entering Unmasked Estep 
Score: -25418920.000000 Penalty: 6034.300293
	Iteration 19Q: 3 clusters Score -2.541892e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 182701 members 
Entering Unmasked Estep 
Score: -25419228.000000 Penalty: 6034.300293
	Iteration 20F: 3 clusters Score -2.541923e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 183840 members 
Entering Unmasked Estep 
Score: -25419474.000000 Penalty: 6034.300293
	Iteration 21Q: 3 clusters Score -2.541947e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 184909 members 
Entering Unmasked Estep 
Score: -25419618.000000 Penalty: 6034.300293
	Iteration 22Q: 3 clusters Score -2.541962e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 185925 members 
Entering Unmasked Estep 
Score: -25419928.000000 Penalty: 6034.300293
	Iteration 23Q: 3 clusters Score -2.541993e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 186815 members 
Entering Unmasked Estep 
Score: -25420198.000000 Penalty: 6034.300293
	Iteration 24Q: 3 clusters Score -2.54202e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 187634 members 
Entering Unmasked Estep 
Score: -25420418.000000 Penalty: 6034.300293
	Iteration 25Q: 3 clusters Score -2.542042e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 188371 members 
Entering Unmasked Estep 
Score: -25420496.000000 Penalty: 6034.300293
	Iteration 26Q: 3 clusters Score -2.54205e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 188999 members 
Entering Unmasked Estep 
Score: -25420626.000000 Penalty: 6034.300293
	Iteration 27Q: 3 clusters Score -2.542063e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 189514 members 
Entering Unmasked Estep 
Score: -25420808.000000 Penalty: 6034.300293
	Iteration 28Q: 3 clusters Score -2.542081e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 189933 members 
Entering Unmasked Estep 
Score: -25420934.000000 Penalty: 6034.300293
	Iteration 29Q: 3 clusters Score -2.542093e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 190268 members 
Entering Unmasked Estep 
Score: -25421038.000000 Penalty: 6034.300293
	Iteration 30Q: 3 clusters Score -2.542104e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 190533 members 
Entering Unmasked Estep 
Score: -25421110.000000 Penalty: 6034.300293
	Iteration 31Q: 3 clusters Score -2.542111e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 190741 members 
Entering Unmasked Estep 
Score: -25421168.000000 Penalty: 6034.300293
	Iteration 32Q: 3 clusters Score -2.542117e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 190891 members 
Entering Unmasked Estep 
Score: -25421200.000000 Penalty: 6034.300293
	Iteration 33Q: 3 clusters Score -2.54212e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 191004 members 
Entering Unmasked Estep 
Score: -25421188.000000 Penalty: 6034.300293
	Iteration 34Q: 3 clusters Score -2.542119e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 191078 members 
Entering Unmasked Estep 
Score: -25421242.000000 Penalty: 6034.300293
	Iteration 35Q: 3 clusters Score -2.542124e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 191145 members 
Entering Unmasked Estep 
Score: -25421232.000000 Penalty: 6034.300293
	Iteration 36Q: 3 clusters Score -2.542123e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 191211 members 
Entering Unmasked Estep 
Score: -25421238.000000 Penalty: 6034.300293
	Iteration 37Q: 3 clusters Score -2.542124e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 191249 members 
Entering Unmasked Estep 
Score: -25421262.000000 Penalty: 6034.300293
	Iteration 38Q: 3 clusters Score -2.542126e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 191285 members 
Entering Unmasked Estep 
Score: -25421274.000000 Penalty: 6034.300293
	Iteration 39Q: 3 clusters Score -2.542127e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 191323 members 
Entering Unmasked Estep 
Score: -25421292.000000 Penalty: 6034.300293
	Iteration 40F: 3 clusters Score -2.542129e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 191350 members 
Entering Unmasked Estep 
Score: -25421340.000000 Penalty: 6034.300293
	Iteration 41Q: 3 clusters Score -2.542134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 191369 members 
Entering Unmasked Estep 
Score: -25421360.000000 Penalty: 6034.300293
	Iteration 42Q: 3 clusters Score -2.542136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 191383 members 
Entering Unmasked Estep 
Score: -25421378.000000 Penalty: 6034.300293
	Iteration 43Q: 3 clusters Score -2.542138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 191397 members 
Entering Unmasked Estep 
Score: -25421392.000000 Penalty: 6034.300293
	Iteration 44Q: 3 clusters Score -2.542139e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 191408 members 
Entering Unmasked Estep 
Score: -25421410.000000 Penalty: 6034.300293
	Iteration 45Q: 3 clusters Score -2.542141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 191417 members 
Entering Unmasked Estep 
Score: -25421394.000000 Penalty: 6034.300293
	Iteration 46Q: 3 clusters Score -2.542139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 191422 members 
Entering Unmasked Estep 
Score: -25421404.000000 Penalty: 6034.300293
	Iteration 47Q: 3 clusters Score -2.54214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 191426 members 
Entering Unmasked Estep 
Score: -25421400.000000 Penalty: 6034.300293
	Iteration 48Q: 3 clusters Score -2.54214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 191434 members 
Entering Unmasked Estep 
Score: -25421406.000000 Penalty: 6034.300293
	Iteration 49Q: 3 clusters Score -2.542141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 191440 members 
Entering Unmasked Estep 
Score: -25421424.000000 Penalty: 6034.300293
	Iteration 50Q: 3 clusters Score -2.542142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 191448 members 
Entering Unmasked Estep 
Score: -25421452.000000 Penalty: 6034.300293
	Iteration 51Q: 3 clusters Score -2.542145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 191457 members 
Entering Unmasked Estep 
Score: -25421430.000000 Penalty: 6034.300293
	Iteration 52Q: 3 clusters Score -2.542143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 191465 members 
Entering Unmasked Estep 
Score: -25421444.000000 Penalty: 6034.300293
	Iteration 53Q: 3 clusters Score -2.542144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 191474 members 
Entering Unmasked Estep 
Score: -25421460.000000 Penalty: 6034.300293
	Iteration 54Q: 3 clusters Score -2.542146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 191478 members 
Entering Unmasked Estep 
Score: -25421468.000000 Penalty: 6034.300293
	Iteration 55Q: 3 clusters Score -2.542147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 191480 members 
Entering Unmasked Estep 
Score: -25421468.000000 Penalty: 6034.300293
	Iteration 56Q: 3 clusters Score -2.542147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 191485 members 
Entering Unmasked Estep 
Score: -25421466.000000 Penalty: 6034.300293
	Iteration 57Q: 3 clusters Score -2.542147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 191487 members 
Entering Unmasked Estep 
Score: -25421472.000000 Penalty: 6034.300293
	Iteration 58Q: 3 clusters Score -2.542147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 191487 members 
Entering Unmasked Estep 
Score: -25421472.000000 Penalty: 6034.300293
	Iteration 59F: 3 clusters Score -2.542147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -183802.890625 Penalty: 1801.305664
	Iteration 0F: 2 clusters Score -183802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -181539.031250 Penalty: 3602.611328
	Iteration 0F: 3 clusters Score -181539 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -181878.359375 Penalty: 3602.611328
	Iteration 1F: 3 clusters Score -181878.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181996.484375 Penalty: 3602.611328
	Iteration 2F: 3 clusters Score -181996.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -182064.906250 Penalty: 3602.611328
	Iteration 3Q: 3 clusters Score -182064.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -182106.750000 Penalty: 3602.611328
	Iteration 4Q: 3 clusters Score -182106.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182128.500000 Penalty: 3602.611328
	Iteration 5Q: 3 clusters Score -182128.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -182137.812500 Penalty: 3602.611328
	Iteration 6Q: 3 clusters Score -182137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182142.781250 Penalty: 3602.611328
	Iteration 7Q: 3 clusters Score -182142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182148.625000 Penalty: 3602.611328
	Iteration 8Q: 3 clusters Score -182148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182156.640625 Penalty: 3602.611328
	Iteration 9Q: 3 clusters Score -182156.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -182162.437500 Penalty: 3602.611328
	Iteration 10Q: 3 clusters Score -182162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -182168.281250 Penalty: 3602.611328
	Iteration 11Q: 3 clusters Score -182168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -182171.203125 Penalty: 3602.611328
	Iteration 12Q: 3 clusters Score -182171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -182175.890625 Penalty: 3602.611328
	Iteration 13Q: 3 clusters Score -182175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -182178.562500 Penalty: 3602.611328
	Iteration 14Q: 3 clusters Score -182178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -182182.343750 Penalty: 3602.611328
	Iteration 15Q: 3 clusters Score -182182.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -182186.718750 Penalty: 3602.611328
	Iteration 16Q: 3 clusters Score -182186.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182191.312500 Penalty: 3602.611328
	Iteration 17Q: 3 clusters Score -182191.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -182195.578125 Penalty: 3602.611328
	Iteration 18Q: 3 clusters Score -182195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182198.468750 Penalty: 3602.611328
	Iteration 19Q: 3 clusters Score -182198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -182200.078125 Penalty: 3602.611328
	Iteration 20F: 3 clusters Score -182200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -182203.578125 Penalty: 3602.611328
	Iteration 21Q: 3 clusters Score -182203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -182206.953125 Penalty: 3602.611328
	Iteration 22Q: 3 clusters Score -182207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182208.687500 Penalty: 3602.611328
	Iteration 23Q: 3 clusters Score -182208.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -182209.531250 Penalty: 3602.611328
	Iteration 24Q: 3 clusters Score -182209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -182211.718750 Penalty: 3602.611328
	Iteration 25Q: 3 clusters Score -182211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -182211.718750 Penalty: 3602.611328
	Iteration 26F: 3 clusters Score -182211.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -80047.835938 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -80047.84 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 374 members 
Entering Unmasked Estep 
Score: -78505.054688 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -78505.05 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79343.992188 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -79343.99 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -80358.179688 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -80358.18 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -80893.984375 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -80893.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81100.039062 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -81100.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -81428.375000 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -81428.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -81554.320312 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -81554.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -81554.320312 Penalty: 3293.378418
	Iteration 7F: 3 clusters Score -81554.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18172 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 18697 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 189978 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 40472 members 
Mstep: Class 12 contains 6772 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39152 members 
Mstep: Class 15 contains 25209 members 
Mstep: Class 16 contains 65242 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82244 members 
Mstep: Class 19 contains 192130 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 163 members 
Mstep: Class 22 contains 37515 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12528 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4250 members 
Mstep: Class 27 contains 201167 members 
Mstep: Class 28 contains 1721 members 
Mstep: Class 29 contains 602 members 
Entering Unmasked Estep 
Score: -133225488.000000 Penalty: 99558.382812
Splitting cluster 21 changes total score from -133225512.000000 to -133225488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (37515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Entering Unmasked Estep 
Score: -5048469.000000 Penalty: 2612.059082
	Iteration 0F: 2 clusters Score -5048469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -5023144.500000 Penalty: 5224.118164
	Iteration 0F: 3 clusters Score -5023144 nChanged 16936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -5032334.000000 Penalty: 5224.118164
	Iteration 1F: 3 clusters Score -5032334 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5032811.500000 Penalty: 5224.118164
	Iteration 2Q: 3 clusters Score -5032812 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5033281.000000 Penalty: 5224.118164
	Iteration 3Q: 3 clusters Score -5033281 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -5033736.500000 Penalty: 5224.118164
	Iteration 4Q: 3 clusters Score -5033736 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5034135.000000 Penalty: 5224.118164
	Iteration 5Q: 3 clusters Score -5034135 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5034563.500000 Penalty: 5224.118164
	Iteration 6Q: 3 clusters Score -5034564 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5034951.000000 Penalty: 5224.118164
	Iteration 7Q: 3 clusters Score -5034951 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -5035327.000000 Penalty: 5224.118164
	Iteration 8Q: 3 clusters Score -5035327 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -5035667.000000 Penalty: 5224.118164
	Iteration 9Q: 3 clusters Score -5035667 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5035998.500000 Penalty: 5224.118164
	Iteration 10Q: 3 clusters Score -5035998 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -5036444.500000 Penalty: 5224.118164
	Iteration 11Q: 3 clusters Score -5036444 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5036908.000000 Penalty: 5224.118164
	Iteration 12Q: 3 clusters Score -5036908 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -5037566.500000 Penalty: 5224.118164
	Iteration 13Q: 3 clusters Score -5037566 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -5038446.500000 Penalty: 5224.118164
	Iteration 14Q: 3 clusters Score -5038446 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -5039456.000000 Penalty: 5224.118164
	Iteration 15Q: 3 clusters Score -5039456 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -5040635.000000 Penalty: 5224.118164
	Iteration 16Q: 3 clusters Score -5040635 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -5041925.000000 Penalty: 5224.118164
	Iteration 17Q: 3 clusters Score -5041925 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5043072.000000 Penalty: 5224.118164
	Iteration 18Q: 3 clusters Score -5043072 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5044088.500000 Penalty: 5224.118164
	Iteration 19Q: 3 clusters Score -5044088 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5044822.000000 Penalty: 5224.118164
	Iteration 20F: 3 clusters Score -5044822 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5045338.000000 Penalty: 5224.118164
	Iteration 21Q: 3 clusters Score -5045338 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5045674.500000 Penalty: 5224.118164
	Iteration 22Q: 3 clusters Score -5045674 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5045913.000000 Penalty: 5224.118164
	Iteration 23Q: 3 clusters Score -5045913 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5046091.500000 Penalty: 5224.118164
	Iteration 24Q: 3 clusters Score -5046092 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5046215.000000 Penalty: 5224.118164
	Iteration 25Q: 3 clusters Score -5046215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5046292.500000 Penalty: 5224.118164
	Iteration 26Q: 3 clusters Score -5046292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5046358.500000 Penalty: 5224.118164
	Iteration 27Q: 3 clusters Score -5046358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5046394.000000 Penalty: 5224.118164
	Iteration 28Q: 3 clusters Score -5046394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5046423.500000 Penalty: 5224.118164
	Iteration 29Q: 3 clusters Score -5046424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5046444.500000 Penalty: 5224.118164
	Iteration 30Q: 3 clusters Score -5046444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5046467.000000 Penalty: 5224.118164
	Iteration 31Q: 3 clusters Score -5046467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5046481.000000 Penalty: 5224.118164
	Iteration 32Q: 3 clusters Score -5046481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5046493.500000 Penalty: 5224.118164
	Iteration 33Q: 3 clusters Score -5046494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5046498.000000 Penalty: 5224.118164
	Iteration 34Q: 3 clusters Score -5046498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5046502.000000 Penalty: 5224.118164
	Iteration 35Q: 3 clusters Score -5046502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5046500.500000 Penalty: 5224.118164
	Iteration 36Q: 3 clusters Score -5046500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5046498.000000 Penalty: 5224.118164
	Iteration 37Q: 3 clusters Score -5046498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5046507.500000 Penalty: 5224.118164
	Iteration 38Q: 3 clusters Score -5046508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5046507.500000 Penalty: 5224.118164
	Iteration 39Q: 3 clusters Score -5046508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5046510.000000 Penalty: 5224.118164
	Iteration 40F: 3 clusters Score -5046510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5046511.000000 Penalty: 5224.118164
	Iteration 41Q: 3 clusters Score -5046511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5046511.000000 Penalty: 5224.118164
	Iteration 42F: 3 clusters Score -5046511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -85715.828125 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -85715.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84026.562500 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -84026.56 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84236.429688 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -84236.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84293.960938 Penalty: 3226.126953
	Iteration 2Q: 3 clusters Score -84293.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -84324.375000 Penalty: 3226.126953
	Iteration 3Q: 3 clusters Score -84324.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84342.273438 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -84342.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -84349.023438 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -84349.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84354.960938 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -84354.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84354.960938 Penalty: 3226.126953
	Iteration 7F: 3 clusters Score -84354.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Entering Unmasked Estep 
Score: -1647602.875000 Penalty: 2340.058838
	Iteration 0F: 2 clusters Score -1647603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1638361.500000 Penalty: 4680.117676
	Iteration 0F: 3 clusters Score -1638362 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1641088.375000 Penalty: 4680.117676
	Iteration 1F: 3 clusters Score -1641088 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1641455.125000 Penalty: 4680.117676
	Iteration 2F: 3 clusters Score -1641455 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1641788.250000 Penalty: 4680.117676
	Iteration 3F: 3 clusters Score -1641788 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1642137.125000 Penalty: 4680.117676
	Iteration 4F: 3 clusters Score -1642137 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1642523.875000 Penalty: 4680.117676
	Iteration 5F: 3 clusters Score -1642524 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1642974.000000 Penalty: 4680.117676
	Iteration 6F: 3 clusters Score -1642974 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1643455.375000 Penalty: 4680.117676
	Iteration 7F: 3 clusters Score -1643455 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1643940.125000 Penalty: 4680.117676
	Iteration 8Q: 3 clusters Score -1643940 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1644407.000000 Penalty: 4680.117676
	Iteration 9Q: 3 clusters Score -1644407 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1644762.500000 Penalty: 4680.117676
	Iteration 10Q: 3 clusters Score -1644762 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1645004.875000 Penalty: 4680.117676
	Iteration 11Q: 3 clusters Score -1645005 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1645180.375000 Penalty: 4680.117676
	Iteration 12Q: 3 clusters Score -1645180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1645291.750000 Penalty: 4680.117676
	Iteration 13Q: 3 clusters Score -1645292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1645356.125000 Penalty: 4680.117676
	Iteration 14Q: 3 clusters Score -1645356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1645401.125000 Penalty: 4680.117676
	Iteration 15Q: 3 clusters Score -1645401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1645429.250000 Penalty: 4680.117676
	Iteration 16Q: 3 clusters Score -1645429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1645447.375000 Penalty: 4680.117676
	Iteration 17Q: 3 clusters Score -1645447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1645466.625000 Penalty: 4680.117676
	Iteration 18Q: 3 clusters Score -1645467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1645483.750000 Penalty: 4680.117676
	Iteration 19Q: 3 clusters Score -1645484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1645498.625000 Penalty: 4680.117676
	Iteration 20F: 3 clusters Score -1645499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1645509.750000 Penalty: 4680.117676
	Iteration 21Q: 3 clusters Score -1645510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1645517.750000 Penalty: 4680.117676
	Iteration 22Q: 3 clusters Score -1645518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1645521.875000 Penalty: 4680.117676
	Iteration 23Q: 3 clusters Score -1645522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1645525.125000 Penalty: 4680.117676
	Iteration 24Q: 3 clusters Score -1645525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1645529.000000 Penalty: 4680.117676
	Iteration 25Q: 3 clusters Score -1645529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1645532.375000 Penalty: 4680.117676
	Iteration 26Q: 3 clusters Score -1645532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1645534.000000 Penalty: 4680.117676
	Iteration 27Q: 3 clusters Score -1645534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1645534.250000 Penalty: 4680.117676
	Iteration 28Q: 3 clusters Score -1645534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1645535.875000 Penalty: 4680.117676
	Iteration 29Q: 3 clusters Score -1645536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1645538.375000 Penalty: 4680.117676
	Iteration 30Q: 3 clusters Score -1645538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1645535.875000 Penalty: 4680.117676
	Iteration 31Q: 3 clusters Score -1645536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1645537.250000 Penalty: 4680.117676
	Iteration 32Q: 3 clusters Score -1645537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1645537.000000 Penalty: 4680.117676
	Iteration 33Q: 3 clusters Score -1645537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1645537.500000 Penalty: 4680.117676
	Iteration 34Q: 3 clusters Score -1645538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1645537.500000 Penalty: 4680.117676
	Iteration 35F: 3 clusters Score -1645538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74154.546875 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74154.55 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74742.679688 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74742.68 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75089.601562 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -75089.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75304.171875 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75304.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75436.320312 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -75436.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75519.750000 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -75519.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75561.109375 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -75561.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75578.914062 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -75578.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75585.453125 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -75585.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75605.554688 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -75605.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75614.179688 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -75614.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -75615.242188 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -75615.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75617.703125 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -75617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75618.742188 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -75618.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75626.828125 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -75626.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75631.429688 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -75631.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75631.429688 Penalty: 3261.237549
	Iteration 16F: 3 clusters Score -75631.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Entering Unmasked Estep 
Score: -539311.125000 Penalty: 2071.959229
	Iteration 0F: 2 clusters Score -539311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -535293.187500 Penalty: 4143.918457
	Iteration 0F: 3 clusters Score -535293.2 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -536246.437500 Penalty: 4143.918457
	Iteration 1F: 3 clusters Score -536246.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -536574.500000 Penalty: 4143.918457
	Iteration 2F: 3 clusters Score -536574.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -536897.750000 Penalty: 4143.918457
	Iteration 3F: 3 clusters Score -536897.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -537255.375000 Penalty: 4143.918457
	Iteration 4F: 3 clusters Score -537255.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -537661.187500 Penalty: 4143.918457
	Iteration 5F: 3 clusters Score -537661.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -538192.250000 Penalty: 4143.918457
	Iteration 6F: 3 clusters Score -538192.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -538678.937500 Penalty: 4143.918457
	Iteration 7F: 3 clusters Score -538678.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -539045.750000 Penalty: 4143.918457
	Iteration 8F: 3 clusters Score -539045.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -539265.437500 Penalty: 4143.918457
	Iteration 9Q: 3 clusters Score -539265.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -539398.125000 Penalty: 4143.918457
	Iteration 10Q: 3 clusters Score -539398.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -539451.187500 Penalty: 4143.918457
	Iteration 11Q: 3 clusters Score -539451.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -539475.625000 Penalty: 4143.918457
	Iteration 12Q: 3 clusters Score -539475.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -539486.937500 Penalty: 4143.918457
	Iteration 13Q: 3 clusters Score -539486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -539491.750000 Penalty: 4143.918457
	Iteration 14Q: 3 clusters Score -539491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -539495.187500 Penalty: 4143.918457
	Iteration 15Q: 3 clusters Score -539495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -539499.687500 Penalty: 4143.918457
	Iteration 16Q: 3 clusters Score -539499.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -539505.000000 Penalty: 4143.918457
	Iteration 17Q: 3 clusters Score -539505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -539508.250000 Penalty: 4143.918457
	Iteration 18Q: 3 clusters Score -539508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -539509.562500 Penalty: 4143.918457
	Iteration 19Q: 3 clusters Score -539509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -539512.437500 Penalty: 4143.918457
	Iteration 20F: 3 clusters Score -539512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -539513.312500 Penalty: 4143.918457
	Iteration 21Q: 3 clusters Score -539513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -539513.312500 Penalty: 4143.918457
	Iteration 22F: 3 clusters Score -539513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18172 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 18697 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 189978 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 40472 members 
Mstep: Class 12 contains 6772 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39152 members 
Mstep: Class 15 contains 25209 members 
Mstep: Class 16 contains 65242 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82244 members 
Mstep: Class 19 contains 192130 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37515 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12528 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 2626 members 
Mstep: Class 27 contains 201167 members 
Mstep: Class 28 contains 1721 members 
Mstep: Class 29 contains 1624 members 
Entering Unmasked Estep 
Score: -133224512.000000 Penalty: 99558.382812
Splitting cluster 26 changes total score from -133225512.000000 to -133224512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (201167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201167 members 
Entering Unmasked Estep 
Score: -26708596.000000 Penalty: 3028.549072
	Iteration 0F: 2 clusters Score -2.67086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -26579678.000000 Penalty: 6057.098145
	Iteration 0F: 3 clusters Score -2.657968e+07 nChanged 96730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -26635920.000000 Penalty: 6057.098145
	Iteration 1F: 3 clusters Score -2.663592e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -26636670.000000 Penalty: 6057.098145
	Iteration 2Q: 3 clusters Score -2.663667e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 96761 members 
Entering Unmasked Estep 
Score: -26637528.000000 Penalty: 6057.098145
	Iteration 3Q: 3 clusters Score -2.663753e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106818 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -26638484.000000 Penalty: 6057.098145
	Iteration 4Q: 3 clusters Score -2.663848e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110500 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -26639908.000000 Penalty: 6057.098145
	Iteration 5Q: 3 clusters Score -2.663991e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -26642232.000000 Penalty: 6057.098145
	Iteration 6Q: 3 clusters Score -2.664223e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -26646076.000000 Penalty: 6057.098145
	Iteration 7Q: 3 clusters Score -2.664608e+07 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136316 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -26653396.000000 Penalty: 6057.098145
	Iteration 8F: 3 clusters Score -2.66534e+07 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151446 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -26665308.000000 Penalty: 6057.098145
	Iteration 9F: 3 clusters Score -2.666531e+07 nChanged 16909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168223 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -26680416.000000 Penalty: 6057.098145
	Iteration 10F: 3 clusters Score -2.668042e+07 nChanged 14667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182810 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -26693424.000000 Penalty: 6057.098145
	Iteration 11F: 3 clusters Score -2.669342e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192343 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -26700896.000000 Penalty: 6057.098145
	Iteration 12Q: 3 clusters Score -2.67009e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197266 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -26703872.000000 Penalty: 6057.098145
	Iteration 13Q: 3 clusters Score -2.670387e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199320 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -26704938.000000 Penalty: 6057.098145
	Iteration 14Q: 3 clusters Score -2.670494e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200138 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -26705470.000000 Penalty: 6057.098145
	Iteration 15Q: 3 clusters Score -2.670547e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200460 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -26705638.000000 Penalty: 6057.098145
	Iteration 16Q: 3 clusters Score -2.670564e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200594 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -26705728.000000 Penalty: 6057.098145
	Iteration 17Q: 3 clusters Score -2.670573e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200670 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -26705794.000000 Penalty: 6057.098145
	Iteration 18Q: 3 clusters Score -2.670579e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200703 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -26705808.000000 Penalty: 6057.098145
	Iteration 19Q: 3 clusters Score -2.670581e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200735 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -26705844.000000 Penalty: 6057.098145
	Iteration 20F: 3 clusters Score -2.670584e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200749 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -26705888.000000 Penalty: 6057.098145
	Iteration 21Q: 3 clusters Score -2.670589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200757 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26705884.000000 Penalty: 6057.098145
	Iteration 22Q: 3 clusters Score -2.670588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200762 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26705906.000000 Penalty: 6057.098145
	Iteration 23Q: 3 clusters Score -2.670591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200766 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26705904.000000 Penalty: 6057.098145
	Iteration 24Q: 3 clusters Score -2.67059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200767 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -26705914.000000 Penalty: 6057.098145
	Iteration 25Q: 3 clusters Score -2.670591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200769 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26705922.000000 Penalty: 6057.098145
	Iteration 26Q: 3 clusters Score -2.670592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200768 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26705918.000000 Penalty: 6057.098145
	Iteration 27Q: 3 clusters Score -2.670592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200769 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26705938.000000 Penalty: 6057.098145
	Iteration 28Q: 3 clusters Score -2.670594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200770 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -26705946.000000 Penalty: 6057.098145
	Iteration 29Q: 3 clusters Score -2.670595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200772 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26705948.000000 Penalty: 6057.098145
	Iteration 30Q: 3 clusters Score -2.670595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200774 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -26705942.000000 Penalty: 6057.098145
	Iteration 31Q: 3 clusters Score -2.670594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200775 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26705946.000000 Penalty: 6057.098145
	Iteration 32Q: 3 clusters Score -2.670595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200775 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26705942.000000 Penalty: 6057.098145
	Iteration 33Q: 3 clusters Score -2.670594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200778 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26705948.000000 Penalty: 6057.098145
	Iteration 34Q: 3 clusters Score -2.670595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200781 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26705964.000000 Penalty: 6057.098145
	Iteration 35Q: 3 clusters Score -2.670596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200783 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -26705976.000000 Penalty: 6057.098145
	Iteration 36Q: 3 clusters Score -2.670598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200783 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -26705976.000000 Penalty: 6057.098145
	Iteration 37F: 3 clusters Score -2.670598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -223593.140625 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -223593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221165.031250 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -221165 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -221566.406250 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -221566.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -221666.796875 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -221666.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -221717.484375 Penalty: 3695.527832
	Iteration 3Q: 3 clusters Score -221717.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -221737.828125 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -221737.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -221751.921875 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -221751.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -221762.109375 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -221762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -221765.265625 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -221765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -221768.859375 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -221768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221772.921875 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -221772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -221776.062500 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -221776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -221778.734375 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -221778.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -221782.703125 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -221782.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -221785.812500 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -221785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -221787.296875 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -221787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -221788.812500 Penalty: 3695.527832
	Iteration 15Q: 3 clusters Score -221788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -221789.453125 Penalty: 3695.527832
	Iteration 16Q: 3 clusters Score -221789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -221789.546875 Penalty: 3695.527832
	Iteration 17Q: 3 clusters Score -221789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221789.984375 Penalty: 3695.527832
	Iteration 18Q: 3 clusters Score -221790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221789.984375 Penalty: 3695.527832
	Iteration 19F: 3 clusters Score -221790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18172 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 18697 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 189978 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 40472 members 
Mstep: Class 12 contains 6772 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39152 members 
Mstep: Class 15 contains 25209 members 
Mstep: Class 16 contains 65242 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82244 members 
Mstep: Class 19 contains 192130 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37515 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12528 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4250 members 
Mstep: Class 27 contains 201167 members 
Mstep: Class 28 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225760.000000 Penalty: 96125.335938
Iteration 199Q: 29 clusters Score -1.332258e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18180 members 
Mstep: Class 3 contains 18803 members 
Mstep: Class 4 contains 47383 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 18704 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 189944 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 40474 members 
Mstep: Class 12 contains 6769 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39145 members 
Mstep: Class 15 contains 25208 members 
Mstep: Class 16 contains 65306 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82207 members 
Mstep: Class 19 contains 192127 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37538 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12531 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4250 members 
Mstep: Class 27 contains 201009 members 
Mstep: Class 28 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225768.000000 Penalty: 96125.335938
Iteration 200F: 29 clusters Score -1.332258e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 18188 members 
Mstep: Class 3 contains 18994 members 
Mstep: Class 4 contains 47335 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 18714 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 189942 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 40477 members 
Mstep: Class 12 contains 6765 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39143 members 
Mstep: Class 15 contains 25207 members 
Mstep: Class 16 contains 65381 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82161 members 
Mstep: Class 19 contains 192115 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37546 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12535 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4252 members 
Mstep: Class 27 contains 200825 members 
Mstep: Class 28 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225664.000000 Penalty: 96125.335938
Iteration 201Q: 29 clusters Score -1.332257e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 18196 members 
Mstep: Class 3 contains 19172 members 
Mstep: Class 4 contains 47286 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 189866 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 40480 members 
Mstep: Class 12 contains 6761 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39149 members 
Mstep: Class 15 contains 25213 members 
Mstep: Class 16 contains 65466 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82107 members 
Mstep: Class 19 contains 192113 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37562 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4253 members 
Mstep: Class 27 contains 200709 members 
Mstep: Class 28 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225824.000000 Penalty: 96125.335938
Iteration 202Q: 29 clusters Score -1.332258e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 18194 members 
Mstep: Class 3 contains 19354 members 
Mstep: Class 4 contains 47246 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 18727 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 189815 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 40487 members 
Mstep: Class 12 contains 6757 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39147 members 
Mstep: Class 15 contains 25222 members 
Mstep: Class 16 contains 65533 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 82057 members 
Mstep: Class 19 contains 192113 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37576 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4255 members 
Mstep: Class 27 contains 200566 members 
Mstep: Class 28 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226040.000000 Penalty: 96125.335938
Iteration 203Q: 29 clusters Score -1.33226e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 18207 members 
Mstep: Class 3 contains 19523 members 
Mstep: Class 4 contains 47218 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 18733 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 189706 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 40500 members 
Mstep: Class 12 contains 6751 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39150 members 
Mstep: Class 15 contains 25222 members 
Mstep: Class 16 contains 65597 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81998 members 
Mstep: Class 19 contains 192113 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37590 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4254 members 
Mstep: Class 27 contains 200490 members 
Mstep: Class 28 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226352.000000 Penalty: 96125.335938
Iteration 204Q: 29 clusters Score -1.332264e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 18214 members 
Mstep: Class 3 contains 19730 members 
Mstep: Class 4 contains 47179 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 18730 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 189651 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 40517 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39158 members 
Mstep: Class 15 contains 25219 members 
Mstep: Class 16 contains 65657 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81921 members 
Mstep: Class 19 contains 192117 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37599 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 12535 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4253 members 
Mstep: Class 27 contains 200366 members 
Mstep: Class 28 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226712.000000 Penalty: 96125.335938
Iteration 205Q: 29 clusters Score -1.332267e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 19949 members 
Mstep: Class 4 contains 47136 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 189577 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 40544 members 
Mstep: Class 12 contains 6748 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39171 members 
Mstep: Class 15 contains 25213 members 
Mstep: Class 16 contains 65720 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81848 members 
Mstep: Class 19 contains 192119 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37618 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12535 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4254 members 
Mstep: Class 27 contains 200214 members 
Mstep: Class 28 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226784.000000 Penalty: 96125.335938
Iteration 206Q: 29 clusters Score -1.332268e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 20138 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 18732 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 189565 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 40558 members 
Mstep: Class 12 contains 6739 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39172 members 
Mstep: Class 15 contains 25213 members 
Mstep: Class 16 contains 65778 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81790 members 
Mstep: Class 19 contains 192118 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37632 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12533 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4256 members 
Mstep: Class 27 contains 200074 members 
Mstep: Class 28 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226704.000000 Penalty: 96125.335938
Iteration 207Q: 29 clusters Score -1.332267e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 18232 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 47033 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 189545 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 40572 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39182 members 
Mstep: Class 15 contains 25220 members 
Mstep: Class 16 contains 65834 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81724 members 
Mstep: Class 19 contains 192125 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37651 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4258 members 
Mstep: Class 27 contains 199922 members 
Mstep: Class 28 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226712.000000 Penalty: 96125.335938
Iteration 208Q: 29 clusters Score -1.332267e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 18240 members 
Mstep: Class 3 contains 20485 members 
Mstep: Class 4 contains 46990 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 18751 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189516 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 40575 members 
Mstep: Class 12 contains 6728 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39185 members 
Mstep: Class 15 contains 25230 members 
Mstep: Class 16 contains 65888 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81677 members 
Mstep: Class 19 contains 192125 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37671 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12541 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4256 members 
Mstep: Class 27 contains 199759 members 
Mstep: Class 28 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226952.000000 Penalty: 96125.335938
Iteration 209Q: 29 clusters Score -1.33227e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 18245 members 
Mstep: Class 3 contains 20650 members 
Mstep: Class 4 contains 46947 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 18755 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189445 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 40603 members 
Mstep: Class 12 contains 6726 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39193 members 
Mstep: Class 15 contains 25245 members 
Mstep: Class 16 contains 65942 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81614 members 
Mstep: Class 19 contains 192121 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37686 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12543 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4252 members 
Mstep: Class 27 contains 199650 members 
Mstep: Class 28 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226904.000000 Penalty: 96125.335938
Iteration 210Q: 29 clusters Score -1.332269e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 18253 members 
Mstep: Class 3 contains 20826 members 
Mstep: Class 4 contains 46916 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189388 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 40631 members 
Mstep: Class 12 contains 6719 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39197 members 
Mstep: Class 15 contains 25270 members 
Mstep: Class 16 contains 66000 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81536 members 
Mstep: Class 19 contains 192123 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37691 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12549 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4248 members 
Mstep: Class 27 contains 199511 members 
Mstep: Class 28 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227040.000000 Penalty: 96125.335938
Iteration 211Q: 29 clusters Score -1.33227e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 18263 members 
Mstep: Class 3 contains 20949 members 
Mstep: Class 4 contains 46901 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18764 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189340 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 40664 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39207 members 
Mstep: Class 15 contains 25292 members 
Mstep: Class 16 contains 66064 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81474 members 
Mstep: Class 19 contains 192126 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37692 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12547 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4247 members 
Mstep: Class 27 contains 199373 members 
Mstep: Class 28 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227192.000000 Penalty: 96125.335938
Iteration 212Q: 29 clusters Score -1.332272e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 18270 members 
Mstep: Class 3 contains 21095 members 
Mstep: Class 4 contains 46868 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18769 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189310 members 
Mstep: Class 10 contains 11424 members 
Mstep: Class 11 contains 40684 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39214 members 
Mstep: Class 15 contains 25314 members 
Mstep: Class 16 contains 66120 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81419 members 
Mstep: Class 19 contains 192121 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37700 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12546 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4244 members 
Mstep: Class 27 contains 199236 members 
Mstep: Class 28 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227088.000000 Penalty: 96125.335938
Iteration 213Q: 29 clusters Score -1.332271e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 18288 members 
Mstep: Class 3 contains 21235 members 
Mstep: Class 4 contains 46844 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18773 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189256 members 
Mstep: Class 10 contains 11424 members 
Mstep: Class 11 contains 40707 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39224 members 
Mstep: Class 15 contains 25326 members 
Mstep: Class 16 contains 66197 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81368 members 
Mstep: Class 19 contains 192119 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37713 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12549 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4243 members 
Mstep: Class 27 contains 199074 members 
Mstep: Class 28 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226784.000000 Penalty: 96125.335938
Iteration 214Q: 29 clusters Score -1.332268e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 18312 members 
Mstep: Class 3 contains 21358 members 
Mstep: Class 4 contains 46819 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18782 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189189 members 
Mstep: Class 10 contains 11422 members 
Mstep: Class 11 contains 40732 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 25340 members 
Mstep: Class 16 contains 66263 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81316 members 
Mstep: Class 19 contains 192124 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37737 members 
Mstep: Class 23 contains 669 members 
Mstep: Class 24 contains 12550 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4240 members 
Mstep: Class 27 contains 198928 members 
Mstep: Class 28 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226864.000000 Penalty: 96125.335938
Iteration 215Q: 29 clusters Score -1.332269e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 21474 members 
Mstep: Class 4 contains 46798 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18787 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189177 members 
Mstep: Class 10 contains 11422 members 
Mstep: Class 11 contains 40773 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39234 members 
Mstep: Class 15 contains 25361 members 
Mstep: Class 16 contains 66334 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81240 members 
Mstep: Class 19 contains 192127 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37746 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12551 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4240 members 
Mstep: Class 27 contains 198733 members 
Mstep: Class 28 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226904.000000 Penalty: 96125.335938
Iteration 216Q: 29 clusters Score -1.332269e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 18377 members 
Mstep: Class 3 contains 21584 members 
Mstep: Class 4 contains 46767 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18788 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189148 members 
Mstep: Class 10 contains 11421 members 
Mstep: Class 11 contains 40806 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39232 members 
Mstep: Class 15 contains 25393 members 
Mstep: Class 16 contains 66424 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81167 members 
Mstep: Class 19 contains 192132 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37776 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12553 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4235 members 
Mstep: Class 27 contains 198540 members 
Mstep: Class 28 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227120.000000 Penalty: 96125.335938
Iteration 217Q: 29 clusters Score -1.332271e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 18403 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 46746 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18785 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189150 members 
Mstep: Class 10 contains 11420 members 
Mstep: Class 11 contains 40848 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39238 members 
Mstep: Class 15 contains 25405 members 
Mstep: Class 16 contains 66496 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81083 members 
Mstep: Class 19 contains 192130 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37795 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12555 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4234 members 
Mstep: Class 27 contains 198352 members 
Mstep: Class 28 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227376.000000 Penalty: 96125.335938
Iteration 218Q: 29 clusters Score -1.332274e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 18438 members 
Mstep: Class 3 contains 21816 members 
Mstep: Class 4 contains 46725 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18786 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189147 members 
Mstep: Class 10 contains 11420 members 
Mstep: Class 11 contains 40883 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39235 members 
Mstep: Class 15 contains 25430 members 
Mstep: Class 16 contains 66555 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 81015 members 
Mstep: Class 19 contains 192128 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37807 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12560 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4234 members 
Mstep: Class 27 contains 198173 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227552.000000 Penalty: 96125.335938
Iteration 219Q: 29 clusters Score -1.332276e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 18469 members 
Mstep: Class 3 contains 21924 members 
Mstep: Class 4 contains 46687 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18800 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 189097 members 
Mstep: Class 10 contains 11419 members 
Mstep: Class 11 contains 40902 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39237 members 
Mstep: Class 15 contains 25450 members 
Mstep: Class 16 contains 66618 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80951 members 
Mstep: Class 19 contains 192136 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37811 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12564 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4233 members 
Mstep: Class 27 contains 198057 members 
Mstep: Class 28 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227528.000000 Penalty: 96125.335938
Iteration 220F: 29 clusters Score -1.332275e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 18497 members 
Mstep: Class 3 contains 22024 members 
Mstep: Class 4 contains 46646 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18812 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 188996 members 
Mstep: Class 10 contains 11419 members 
Mstep: Class 11 contains 40931 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39245 members 
Mstep: Class 15 contains 25464 members 
Mstep: Class 16 contains 66703 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80875 members 
Mstep: Class 19 contains 192138 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37835 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12564 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4233 members 
Mstep: Class 27 contains 197978 members 
Mstep: Class 28 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227592.000000 Penalty: 96125.335938
Iteration 221Q: 29 clusters Score -1.332276e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 18517 members 
Mstep: Class 3 contains 22106 members 
Mstep: Class 4 contains 46589 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18819 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 188924 members 
Mstep: Class 10 contains 11419 members 
Mstep: Class 11 contains 40951 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39246 members 
Mstep: Class 15 contains 25480 members 
Mstep: Class 16 contains 66787 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80790 members 
Mstep: Class 19 contains 192125 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37868 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12567 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4230 members 
Mstep: Class 27 contains 197945 members 
Mstep: Class 28 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227776.000000 Penalty: 96125.335938
Iteration 222Q: 29 clusters Score -1.332278e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 18537 members 
Mstep: Class 3 contains 22206 members 
Mstep: Class 4 contains 46546 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18831 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 188824 members 
Mstep: Class 10 contains 11419 members 
Mstep: Class 11 contains 40962 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39243 members 
Mstep: Class 15 contains 25486 members 
Mstep: Class 16 contains 66840 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80708 members 
Mstep: Class 19 contains 192128 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37897 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12571 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4229 members 
Mstep: Class 27 contains 197939 members 
Mstep: Class 28 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227840.000000 Penalty: 96125.335938
Iteration 223Q: 29 clusters Score -1.332278e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 18553 members 
Mstep: Class 3 contains 22328 members 
Mstep: Class 4 contains 46528 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18835 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 188688 members 
Mstep: Class 10 contains 11420 members 
Mstep: Class 11 contains 40976 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39247 members 
Mstep: Class 15 contains 25498 members 
Mstep: Class 16 contains 66928 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80642 members 
Mstep: Class 19 contains 192115 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37928 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4224 members 
Mstep: Class 27 contains 197889 members 
Mstep: Class 28 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227576.000000 Penalty: 96125.335938
Iteration 224Q: 29 clusters Score -1.332276e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 18565 members 
Mstep: Class 3 contains 22435 members 
Mstep: Class 4 contains 46501 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18838 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 188575 members 
Mstep: Class 10 contains 11420 members 
Mstep: Class 11 contains 40990 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39245 members 
Mstep: Class 15 contains 25507 members 
Mstep: Class 16 contains 67017 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80582 members 
Mstep: Class 19 contains 192115 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37955 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197843 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227680.000000 Penalty: 96125.335938
Iteration 225Q: 29 clusters Score -1.332277e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 18570 members 
Mstep: Class 3 contains 22547 members 
Mstep: Class 4 contains 46460 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18839 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 188433 members 
Mstep: Class 10 contains 11420 members 
Mstep: Class 11 contains 41017 members 
Mstep: Class 12 contains 6661 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39246 members 
Mstep: Class 15 contains 25523 members 
Mstep: Class 16 contains 67091 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80534 members 
Mstep: Class 19 contains 192109 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 37980 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 197826 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227928.000000 Penalty: 96125.335938
Iteration 226Q: 29 clusters Score -1.332279e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 18576 members 
Mstep: Class 3 contains 22642 members 
Mstep: Class 4 contains 46420 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18854 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 188199 members 
Mstep: Class 10 contains 11420 members 
Mstep: Class 11 contains 41043 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39254 members 
Mstep: Class 15 contains 25537 members 
Mstep: Class 16 contains 67167 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80489 members 
Mstep: Class 19 contains 192109 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38001 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 197888 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227728.000000 Penalty: 96125.335938
Iteration 227Q: 29 clusters Score -1.332277e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 18599 members 
Mstep: Class 3 contains 22744 members 
Mstep: Class 4 contains 46377 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 18863 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 187980 members 
Mstep: Class 10 contains 11419 members 
Mstep: Class 11 contains 41055 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39247 members 
Mstep: Class 15 contains 25557 members 
Mstep: Class 16 contains 67237 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80438 members 
Mstep: Class 19 contains 192107 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38021 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12572 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 197956 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227712.000000 Penalty: 96125.335938
Iteration 228Q: 29 clusters Score -1.332277e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 22825 members 
Mstep: Class 4 contains 46340 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2747 members 
Mstep: Class 7 contains 18868 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 187830 members 
Mstep: Class 10 contains 11419 members 
Mstep: Class 11 contains 41051 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39247 members 
Mstep: Class 15 contains 25577 members 
Mstep: Class 16 contains 67287 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80381 members 
Mstep: Class 19 contains 192100 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38045 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4230 members 
Mstep: Class 27 contains 198019 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227632.000000 Penalty: 96125.335938
Iteration 229Q: 29 clusters Score -1.332276e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 18634 members 
Mstep: Class 3 contains 22887 members 
Mstep: Class 4 contains 46318 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 18873 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 187689 members 
Mstep: Class 10 contains 11419 members 
Mstep: Class 11 contains 41054 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39257 members 
Mstep: Class 15 contains 25587 members 
Mstep: Class 16 contains 67344 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80341 members 
Mstep: Class 19 contains 192099 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38069 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12574 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4229 members 
Mstep: Class 27 contains 198048 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227824.000000 Penalty: 96125.335938
Iteration 230Q: 29 clusters Score -1.332278e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 18659 members 
Mstep: Class 3 contains 22951 members 
Mstep: Class 4 contains 46288 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2744 members 
Mstep: Class 7 contains 18877 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 187565 members 
Mstep: Class 10 contains 11419 members 
Mstep: Class 11 contains 41057 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39258 members 
Mstep: Class 15 contains 25601 members 
Mstep: Class 16 contains 67423 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80289 members 
Mstep: Class 19 contains 192092 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38088 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12575 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 198065 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227976.000000 Penalty: 96125.335938
Iteration 231Q: 29 clusters Score -1.33228e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 18681 members 
Mstep: Class 3 contains 23018 members 
Mstep: Class 4 contains 46262 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2738 members 
Mstep: Class 7 contains 18876 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 187457 members 
Mstep: Class 10 contains 11418 members 
Mstep: Class 11 contains 41059 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39264 members 
Mstep: Class 15 contains 25609 members 
Mstep: Class 16 contains 67485 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80234 members 
Mstep: Class 19 contains 192084 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38109 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12576 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 198082 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228112.000000 Penalty: 96125.335938
Iteration 232Q: 29 clusters Score -1.332281e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 18702 members 
Mstep: Class 3 contains 23076 members 
Mstep: Class 4 contains 46237 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2735 members 
Mstep: Class 7 contains 18880 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 187344 members 
Mstep: Class 10 contains 11418 members 
Mstep: Class 11 contains 41056 members 
Mstep: Class 12 contains 6627 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39264 members 
Mstep: Class 15 contains 25615 members 
Mstep: Class 16 contains 67557 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80201 members 
Mstep: Class 19 contains 192075 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38125 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12577 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 198098 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228232.000000 Penalty: 96125.335938
Iteration 233Q: 29 clusters Score -1.332282e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 18712 members 
Mstep: Class 3 contains 23130 members 
Mstep: Class 4 contains 46218 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2734 members 
Mstep: Class 7 contains 18887 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 187231 members 
Mstep: Class 10 contains 11418 members 
Mstep: Class 11 contains 41050 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39259 members 
Mstep: Class 15 contains 25627 members 
Mstep: Class 16 contains 67621 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80140 members 
Mstep: Class 19 contains 192082 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38133 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12580 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4226 members 
Mstep: Class 27 contains 198140 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228208.000000 Penalty: 96125.335938
Iteration 234Q: 29 clusters Score -1.332282e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 18730 members 
Mstep: Class 3 contains 23182 members 
Mstep: Class 4 contains 46205 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2733 members 
Mstep: Class 7 contains 18899 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 187109 members 
Mstep: Class 10 contains 11418 members 
Mstep: Class 11 contains 41054 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39260 members 
Mstep: Class 15 contains 25633 members 
Mstep: Class 16 contains 67672 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80094 members 
Mstep: Class 19 contains 192088 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38139 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12582 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4229 members 
Mstep: Class 27 contains 198165 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228088.000000 Penalty: 96125.335938
Iteration 235Q: 29 clusters Score -1.332281e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 18743 members 
Mstep: Class 3 contains 23223 members 
Mstep: Class 4 contains 46202 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2732 members 
Mstep: Class 7 contains 18918 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 187028 members 
Mstep: Class 10 contains 11418 members 
Mstep: Class 11 contains 41064 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39252 members 
Mstep: Class 15 contains 25648 members 
Mstep: Class 16 contains 67717 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 80037 members 
Mstep: Class 19 contains 192088 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38148 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12581 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4230 members 
Mstep: Class 27 contains 198165 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228064.000000 Penalty: 96125.335938
Iteration 236Q: 29 clusters Score -1.332281e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 18758 members 
Mstep: Class 3 contains 23260 members 
Mstep: Class 4 contains 46190 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18929 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186932 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 41077 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39252 members 
Mstep: Class 15 contains 25661 members 
Mstep: Class 16 contains 67777 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79992 members 
Mstep: Class 19 contains 192090 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38155 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12584 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4230 members 
Mstep: Class 27 contains 198159 members 
Mstep: Class 28 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228224.000000 Penalty: 96125.335938
Iteration 237Q: 29 clusters Score -1.332282e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 18760 members 
Mstep: Class 3 contains 23295 members 
Mstep: Class 4 contains 46170 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18933 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186855 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 41092 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39250 members 
Mstep: Class 15 contains 25666 members 
Mstep: Class 16 contains 67825 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79947 members 
Mstep: Class 19 contains 192091 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38178 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 198169 members 
Mstep: Class 28 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228336.000000 Penalty: 96125.335938
Iteration 238Q: 29 clusters Score -1.332283e+08 nChanged 700
Entering ConstructFrom: 
Score: -133228336.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Entering Unmasked Estep 
Score: -693097.250000 Penalty: 2133.453857
	Iteration 0F: 2 clusters Score -693097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -688299.187500 Penalty: 4266.907715
	Iteration 0F: 3 clusters Score -688299.2 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -689533.687500 Penalty: 4266.907715
	Iteration 1F: 3 clusters Score -689533.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -689904.312500 Penalty: 4266.907715
	Iteration 2F: 3 clusters Score -689904.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -690237.437500 Penalty: 4266.907715
	Iteration 3F: 3 clusters Score -690237.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -690548.687500 Penalty: 4266.907715
	Iteration 4F: 3 clusters Score -690548.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -690812.187500 Penalty: 4266.907715
	Iteration 5F: 3 clusters Score -690812.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -691060.687500 Penalty: 4266.907715
	Iteration 6F: 3 clusters Score -691060.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -691276.625000 Penalty: 4266.907715
	Iteration 7F: 3 clusters Score -691276.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -691454.312500 Penalty: 4266.907715
	Iteration 8Q: 3 clusters Score -691454.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -691586.375000 Penalty: 4266.907715
	Iteration 9Q: 3 clusters Score -691586.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -691678.125000 Penalty: 4266.907715
	Iteration 10Q: 3 clusters Score -691678.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -691734.250000 Penalty: 4266.907715
	Iteration 11Q: 3 clusters Score -691734.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -691783.750000 Penalty: 4266.907715
	Iteration 12Q: 3 clusters Score -691783.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -691829.562500 Penalty: 4266.907715
	Iteration 13Q: 3 clusters Score -691829.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -691854.250000 Penalty: 4266.907715
	Iteration 14Q: 3 clusters Score -691854.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -691872.312500 Penalty: 4266.907715
	Iteration 15Q: 3 clusters Score -691872.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -691884.875000 Penalty: 4266.907715
	Iteration 16Q: 3 clusters Score -691884.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -691892.062500 Penalty: 4266.907715
	Iteration 17Q: 3 clusters Score -691892.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -691899.187500 Penalty: 4266.907715
	Iteration 18Q: 3 clusters Score -691899.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -691902.000000 Penalty: 4266.907715
	Iteration 19Q: 3 clusters Score -691902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -691904.500000 Penalty: 4266.907715
	Iteration 20F: 3 clusters Score -691904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -691906.125000 Penalty: 4266.907715
	Iteration 21Q: 3 clusters Score -691906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -691907.562500 Penalty: 4266.907715
	Iteration 22Q: 3 clusters Score -691907.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -691909.000000 Penalty: 4266.907715
	Iteration 23Q: 3 clusters Score -691909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -691911.125000 Penalty: 4266.907715
	Iteration 24Q: 3 clusters Score -691911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -691911.250000 Penalty: 4266.907715
	Iteration 25Q: 3 clusters Score -691911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -691911.250000 Penalty: 4266.907715
	Iteration 26F: 3 clusters Score -691911.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Entering Unmasked Estep 
Score: -2521429.500000 Penalty: 2440.257568
	Iteration 0F: 2 clusters Score -2521430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2508084.000000 Penalty: 4880.515137
	Iteration 0F: 3 clusters Score -2508084 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2512640.000000 Penalty: 4880.515137
	Iteration 1F: 3 clusters Score -2512640 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2513362.250000 Penalty: 4880.515137
	Iteration 2F: 3 clusters Score -2513362 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2514648.750000 Penalty: 4880.515137
	Iteration 3F: 3 clusters Score -2514649 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2516266.000000 Penalty: 4880.515137
	Iteration 4F: 3 clusters Score -2516266 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2517995.000000 Penalty: 4880.515137
	Iteration 5F: 3 clusters Score -2517995 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2519485.500000 Penalty: 4880.515137
	Iteration 6F: 3 clusters Score -2519486 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2520459.500000 Penalty: 4880.515137
	Iteration 7F: 3 clusters Score -2520460 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2521044.250000 Penalty: 4880.515137
	Iteration 8Q: 3 clusters Score -2521044 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2521352.750000 Penalty: 4880.515137
	Iteration 9Q: 3 clusters Score -2521353 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2521552.250000 Penalty: 4880.515137
	Iteration 10Q: 3 clusters Score -2521552 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2521676.750000 Penalty: 4880.515137
	Iteration 11Q: 3 clusters Score -2521677 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2521770.750000 Penalty: 4880.515137
	Iteration 12Q: 3 clusters Score -2521771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2521817.250000 Penalty: 4880.515137
	Iteration 13Q: 3 clusters Score -2521817 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2521846.750000 Penalty: 4880.515137
	Iteration 14Q: 3 clusters Score -2521847 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2521872.750000 Penalty: 4880.515137
	Iteration 15Q: 3 clusters Score -2521873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2521882.250000 Penalty: 4880.515137
	Iteration 16Q: 3 clusters Score -2521882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2521901.250000 Penalty: 4880.515137
	Iteration 17Q: 3 clusters Score -2521901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2521914.750000 Penalty: 4880.515137
	Iteration 18Q: 3 clusters Score -2521915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2521916.250000 Penalty: 4880.515137
	Iteration 19Q: 3 clusters Score -2521916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2521916.750000 Penalty: 4880.515137
	Iteration 20F: 3 clusters Score -2521917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2521923.750000 Penalty: 4880.515137
	Iteration 21Q: 3 clusters Score -2521924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2521927.750000 Penalty: 4880.515137
	Iteration 22Q: 3 clusters Score -2521928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2521933.000000 Penalty: 4880.515137
	Iteration 23Q: 3 clusters Score -2521933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2521930.750000 Penalty: 4880.515137
	Iteration 24Q: 3 clusters Score -2521931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2521935.750000 Penalty: 4880.515137
	Iteration 25Q: 3 clusters Score -2521936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2521935.250000 Penalty: 4880.515137
	Iteration 26Q: 3 clusters Score -2521935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2521935.250000 Penalty: 4880.515137
	Iteration 27F: 3 clusters Score -2521935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 17411 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 46144 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186786 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 41102 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39251 members 
Mstep: Class 15 contains 25673 members 
Mstep: Class 16 contains 67863 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79903 members 
Mstep: Class 19 contains 192093 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38190 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 198201 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 1354 members 
Entering Unmasked Estep 
Score: -133227864.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133228336.000000 to -133227864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Entering Unmasked Estep 
Score: -3146715.250000 Penalty: 2494.141846
	Iteration 0F: 2 clusters Score -3146715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3130528.500000 Penalty: 4988.283691
	Iteration 0F: 3 clusters Score -3130528 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3136079.750000 Penalty: 4988.283691
	Iteration 1F: 3 clusters Score -3136080 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3136468.750000 Penalty: 4988.283691
	Iteration 2Q: 3 clusters Score -3136469 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3136732.750000 Penalty: 4988.283691
	Iteration 3Q: 3 clusters Score -3136733 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3136938.750000 Penalty: 4988.283691
	Iteration 4Q: 3 clusters Score -3136939 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3137130.750000 Penalty: 4988.283691
	Iteration 5Q: 3 clusters Score -3137131 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3137337.000000 Penalty: 4988.283691
	Iteration 6Q: 3 clusters Score -3137337 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3137546.250000 Penalty: 4988.283691
	Iteration 7Q: 3 clusters Score -3137546 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3137838.500000 Penalty: 4988.283691
	Iteration 8Q: 3 clusters Score -3137838 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3138236.500000 Penalty: 4988.283691
	Iteration 9Q: 3 clusters Score -3138236 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3138776.000000 Penalty: 4988.283691
	Iteration 10Q: 3 clusters Score -3138776 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3139489.750000 Penalty: 4988.283691
	Iteration 11F: 3 clusters Score -3139490 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3140468.750000 Penalty: 4988.283691
	Iteration 12F: 3 clusters Score -3140469 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3141602.750000 Penalty: 4988.283691
	Iteration 13F: 3 clusters Score -3141603 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3142680.500000 Penalty: 4988.283691
	Iteration 14F: 3 clusters Score -3142680 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3143443.500000 Penalty: 4988.283691
	Iteration 15Q: 3 clusters Score -3143444 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3143946.250000 Penalty: 4988.283691
	Iteration 16Q: 3 clusters Score -3143946 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3144202.250000 Penalty: 4988.283691
	Iteration 17Q: 3 clusters Score -3144202 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3144351.000000 Penalty: 4988.283691
	Iteration 18Q: 3 clusters Score -3144351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3144469.000000 Penalty: 4988.283691
	Iteration 19Q: 3 clusters Score -3144469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3144535.750000 Penalty: 4988.283691
	Iteration 20F: 3 clusters Score -3144536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3144581.000000 Penalty: 4988.283691
	Iteration 21Q: 3 clusters Score -3144581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3144610.500000 Penalty: 4988.283691
	Iteration 22Q: 3 clusters Score -3144610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3144627.750000 Penalty: 4988.283691
	Iteration 23Q: 3 clusters Score -3144628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3144641.500000 Penalty: 4988.283691
	Iteration 24Q: 3 clusters Score -3144642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3144648.250000 Penalty: 4988.283691
	Iteration 25Q: 3 clusters Score -3144648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3144653.000000 Penalty: 4988.283691
	Iteration 26Q: 3 clusters Score -3144653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3144657.500000 Penalty: 4988.283691
	Iteration 27Q: 3 clusters Score -3144658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3144662.250000 Penalty: 4988.283691
	Iteration 28Q: 3 clusters Score -3144662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3144661.250000 Penalty: 4988.283691
	Iteration 29Q: 3 clusters Score -3144661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3144662.000000 Penalty: 4988.283691
	Iteration 30Q: 3 clusters Score -3144662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3144663.000000 Penalty: 4988.283691
	Iteration 31Q: 3 clusters Score -3144663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3144663.500000 Penalty: 4988.283691
	Iteration 32Q: 3 clusters Score -3144664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3144663.500000 Penalty: 4988.283691
	Iteration 33F: 3 clusters Score -3144664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Entering Unmasked Estep 
Score: -6003956.500000 Penalty: 2663.401367
	Iteration 0F: 2 clusters Score -6003956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -5973012.000000 Penalty: 5326.802734
	Iteration 0F: 3 clusters Score -5973012 nChanged 21057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -5984491.500000 Penalty: 5326.802734
	Iteration 1F: 3 clusters Score -5984492 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -5985016.000000 Penalty: 5326.802734
	Iteration 2Q: 3 clusters Score -5985016 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -5985650.000000 Penalty: 5326.802734
	Iteration 3Q: 3 clusters Score -5985650 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -5986427.000000 Penalty: 5326.802734
	Iteration 4Q: 3 clusters Score -5986427 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -5987496.500000 Penalty: 5326.802734
	Iteration 5F: 3 clusters Score -5987496 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -5989056.000000 Penalty: 5326.802734
	Iteration 6F: 3 clusters Score -5989056 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -5991261.500000 Penalty: 5326.802734
	Iteration 7F: 3 clusters Score -5991262 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5994020.500000 Penalty: 5326.802734
	Iteration 8F: 3 clusters Score -5994020 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -5997009.000000 Penalty: 5326.802734
	Iteration 9F: 3 clusters Score -5997009 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5999359.500000 Penalty: 5326.802734
	Iteration 10F: 3 clusters Score -5999360 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6000688.000000 Penalty: 5326.802734
	Iteration 11Q: 3 clusters Score -6000688 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6001241.500000 Penalty: 5326.802734
	Iteration 12Q: 3 clusters Score -6001242 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6001454.000000 Penalty: 5326.802734
	Iteration 13Q: 3 clusters Score -6001454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6001535.000000 Penalty: 5326.802734
	Iteration 14Q: 3 clusters Score -6001535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6001598.500000 Penalty: 5326.802734
	Iteration 15Q: 3 clusters Score -6001598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6001613.500000 Penalty: 5326.802734
	Iteration 16Q: 3 clusters Score -6001614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6001628.500000 Penalty: 5326.802734
	Iteration 17Q: 3 clusters Score -6001628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6001642.000000 Penalty: 5326.802734
	Iteration 18Q: 3 clusters Score -6001642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6001655.500000 Penalty: 5326.802734
	Iteration 19Q: 3 clusters Score -6001656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6001662.500000 Penalty: 5326.802734
	Iteration 20F: 3 clusters Score -6001662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6001672.500000 Penalty: 5326.802734
	Iteration 21Q: 3 clusters Score -6001672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6001680.000000 Penalty: 5326.802734
	Iteration 22Q: 3 clusters Score -6001680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6001678.500000 Penalty: 5326.802734
	Iteration 23Q: 3 clusters Score -6001678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6001685.500000 Penalty: 5326.802734
	Iteration 24Q: 3 clusters Score -6001686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6001685.500000 Penalty: 5326.802734
	Iteration 25F: 3 clusters Score -6001686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -199738.859375 Penalty: 1841.044922
	Iteration 0F: 2 clusters Score -199738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -197351.703125 Penalty: 3682.089844
	Iteration 0F: 3 clusters Score -197351.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -197857.000000 Penalty: 3682.089844
	Iteration 1F: 3 clusters Score -197857 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -198236.968750 Penalty: 3682.089844
	Iteration 2F: 3 clusters Score -198237 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198718.156250 Penalty: 3682.089844
	Iteration 3F: 3 clusters Score -198718.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -198969.578125 Penalty: 3682.089844
	Iteration 4F: 3 clusters Score -198969.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -199143.812500 Penalty: 3682.089844
	Iteration 5F: 3 clusters Score -199143.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -199266.187500 Penalty: 3682.089844
	Iteration 6Q: 3 clusters Score -199266.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -199358.031250 Penalty: 3682.089844
	Iteration 7Q: 3 clusters Score -199358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -199442.078125 Penalty: 3682.089844
	Iteration 8Q: 3 clusters Score -199442.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -199502.562500 Penalty: 3682.089844
	Iteration 9Q: 3 clusters Score -199502.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -199559.203125 Penalty: 3682.089844
	Iteration 10Q: 3 clusters Score -199559.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -199597.359375 Penalty: 3682.089844
	Iteration 11Q: 3 clusters Score -199597.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -199618.921875 Penalty: 3682.089844
	Iteration 12Q: 3 clusters Score -199618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -199635.609375 Penalty: 3682.089844
	Iteration 13Q: 3 clusters Score -199635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -199652.234375 Penalty: 3682.089844
	Iteration 14Q: 3 clusters Score -199652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -199666.312500 Penalty: 3682.089844
	Iteration 15Q: 3 clusters Score -199666.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -199682.093750 Penalty: 3682.089844
	Iteration 16Q: 3 clusters Score -199682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -199688.562500 Penalty: 3682.089844
	Iteration 17Q: 3 clusters Score -199688.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -199688.562500 Penalty: 3682.089844
	Iteration 18F: 3 clusters Score -199688.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -309880.750000 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -309880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -306815.187500 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -306815.2 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -307440.656250 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -307440.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -307608.000000 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -307608 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -307723.281250 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -307723.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -307819.906250 Penalty: 3924.561768
	Iteration 4Q: 3 clusters Score -307819.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -307911.625000 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -307911.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -307975.343750 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -307975.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -308029.187500 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -308029.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -308062.437500 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -308062.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -308097.750000 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -308097.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -308131.781250 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -308131.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -308159.312500 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -308159.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -308180.562500 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -308180.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -308197.812500 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -308197.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -308209.812500 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -308209.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -308223.593750 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -308223.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -308240.875000 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -308240.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -308257.781250 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -308257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -308267.187500 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -308267.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -308277.875000 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -308277.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -308289.687500 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -308289.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -308299.437500 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -308299.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -308310.031250 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -308310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -308317.406250 Penalty: 3924.561768
	Iteration 23Q: 3 clusters Score -308317.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -308323.937500 Penalty: 3924.561768
	Iteration 24Q: 3 clusters Score -308323.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -308329.187500 Penalty: 3924.561768
	Iteration 25Q: 3 clusters Score -308329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -308329.187500 Penalty: 3924.561768
	Iteration 26F: 3 clusters Score -308329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Entering Unmasked Estep 
Score: -2551315.500000 Penalty: 2442.533447
	Iteration 0F: 2 clusters Score -2551316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2537859.750000 Penalty: 4885.066895
	Iteration 0F: 3 clusters Score -2537860 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2542310.750000 Penalty: 4885.066895
	Iteration 1F: 3 clusters Score -2542311 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2542887.750000 Penalty: 4885.066895
	Iteration 2F: 3 clusters Score -2542888 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2543415.500000 Penalty: 4885.066895
	Iteration 3F: 3 clusters Score -2543416 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2543935.500000 Penalty: 4885.066895
	Iteration 4F: 3 clusters Score -2543936 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2544574.750000 Penalty: 4885.066895
	Iteration 5F: 3 clusters Score -2544575 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2545460.750000 Penalty: 4885.066895
	Iteration 6F: 3 clusters Score -2545461 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2546518.500000 Penalty: 4885.066895
	Iteration 7F: 3 clusters Score -2546518 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2547627.750000 Penalty: 4885.066895
	Iteration 8F: 3 clusters Score -2547628 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2548671.750000 Penalty: 4885.066895
	Iteration 9F: 3 clusters Score -2548672 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2549458.500000 Penalty: 4885.066895
	Iteration 10Q: 3 clusters Score -2549458 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2549915.500000 Penalty: 4885.066895
	Iteration 11Q: 3 clusters Score -2549916 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2550181.750000 Penalty: 4885.066895
	Iteration 12Q: 3 clusters Score -2550182 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2550329.250000 Penalty: 4885.066895
	Iteration 13Q: 3 clusters Score -2550329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2550396.000000 Penalty: 4885.066895
	Iteration 14Q: 3 clusters Score -2550396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2550435.500000 Penalty: 4885.066895
	Iteration 15Q: 3 clusters Score -2550436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2550458.750000 Penalty: 4885.066895
	Iteration 16Q: 3 clusters Score -2550459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2550474.250000 Penalty: 4885.066895
	Iteration 17Q: 3 clusters Score -2550474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2550485.750000 Penalty: 4885.066895
	Iteration 18Q: 3 clusters Score -2550486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2550492.750000 Penalty: 4885.066895
	Iteration 19Q: 3 clusters Score -2550493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2550492.250000 Penalty: 4885.066895
	Iteration 20F: 3 clusters Score -2550492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2550496.500000 Penalty: 4885.066895
	Iteration 21Q: 3 clusters Score -2550496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2550495.750000 Penalty: 4885.066895
	Iteration 22Q: 3 clusters Score -2550496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2550495.750000 Penalty: 4885.066895
	Iteration 23F: 3 clusters Score -2550496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -20272.490234 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -20272.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19249.363281 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -19249.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19364.626953 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -19364.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19375.968750 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -19375.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19413.435547 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -19413.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19429.414062 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -19429.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19440.937500 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -19440.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19461.701172 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -19461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19473.255859 Penalty: 2697.287354
	Iteration 7Q: 3 clusters Score -19473.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19479.929688 Penalty: 2697.287354
	Iteration 8Q: 3 clusters Score -19479.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19487.714844 Penalty: 2697.287354
	Iteration 9Q: 3 clusters Score -19487.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19490.857422 Penalty: 2697.287354
	Iteration 10Q: 3 clusters Score -19490.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19495.937500 Penalty: 2697.287354
	Iteration 11Q: 3 clusters Score -19495.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19495.937500 Penalty: 2697.287354
	Iteration 12F: 3 clusters Score -19495.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (186786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186786 members 
Entering Unmasked Estep 
Score: -24805762.000000 Penalty: 3010.154297
	Iteration 0F: 2 clusters Score -2.480576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -24683350.000000 Penalty: 6020.308594
	Iteration 0F: 3 clusters Score -2.468335e+07 nChanged 89563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97194 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -24736396.000000 Penalty: 6020.308594
	Iteration 1F: 3 clusters Score -2.47364e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -24738174.000000 Penalty: 6020.308594
	Iteration 2Q: 3 clusters Score -2.473817e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -24741166.000000 Penalty: 6020.308594
	Iteration 3Q: 3 clusters Score -2.474117e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -24746592.000000 Penalty: 6020.308594
	Iteration 4F: 3 clusters Score -2.474659e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119669 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -24755652.000000 Penalty: 6020.308594
	Iteration 5F: 3 clusters Score -2.475565e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130655 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -24768588.000000 Penalty: 6020.308594
	Iteration 6F: 3 clusters Score -2.476859e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140633 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -24782144.000000 Penalty: 6020.308594
	Iteration 7F: 3 clusters Score -2.478214e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -24791132.000000 Penalty: 6020.308594
	Iteration 8F: 3 clusters Score -2.479113e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -24795104.000000 Penalty: 6020.308594
	Iteration 9Q: 3 clusters Score -2.47951e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155450 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -24797410.000000 Penalty: 6020.308594
	Iteration 10Q: 3 clusters Score -2.479741e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158493 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -24798902.000000 Penalty: 6020.308594
	Iteration 11Q: 3 clusters Score -2.47989e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161073 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -24800090.000000 Penalty: 6020.308594
	Iteration 12Q: 3 clusters Score -2.480009e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -24800936.000000 Penalty: 6020.308594
	Iteration 13Q: 3 clusters Score -2.480094e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165546 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -24801670.000000 Penalty: 6020.308594
	Iteration 14Q: 3 clusters Score -2.480167e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -24802138.000000 Penalty: 6020.308594
	Iteration 15Q: 3 clusters Score -2.480214e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -24802570.000000 Penalty: 6020.308594
	Iteration 16Q: 3 clusters Score -2.480257e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170668 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -24802824.000000 Penalty: 6020.308594
	Iteration 17Q: 3 clusters Score -2.480282e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172008 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -24803068.000000 Penalty: 6020.308594
	Iteration 18Q: 3 clusters Score -2.480307e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173212 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -24803166.000000 Penalty: 6020.308594
	Iteration 19Q: 3 clusters Score -2.480317e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174329 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -24803438.000000 Penalty: 6020.308594
	Iteration 20F: 3 clusters Score -2.480344e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175372 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -24803494.000000 Penalty: 6020.308594
	Iteration 21Q: 3 clusters Score -2.480349e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176311 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -24803600.000000 Penalty: 6020.308594
	Iteration 22Q: 3 clusters Score -2.48036e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177141 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -24803560.000000 Penalty: 6020.308594
	Iteration 23Q: 3 clusters Score -2.480356e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177876 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -24803664.000000 Penalty: 6020.308594
	Iteration 24Q: 3 clusters Score -2.480366e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178513 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -24803696.000000 Penalty: 6020.308594
	Iteration 25Q: 3 clusters Score -2.48037e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -24803842.000000 Penalty: 6020.308594
	Iteration 26Q: 3 clusters Score -2.480384e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179636 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -24803872.000000 Penalty: 6020.308594
	Iteration 27Q: 3 clusters Score -2.480387e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180135 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -24803924.000000 Penalty: 6020.308594
	Iteration 28Q: 3 clusters Score -2.480392e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180585 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -24803972.000000 Penalty: 6020.308594
	Iteration 29Q: 3 clusters Score -2.480397e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181006 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -24804056.000000 Penalty: 6020.308594
	Iteration 30Q: 3 clusters Score -2.480406e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181367 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -24804114.000000 Penalty: 6020.308594
	Iteration 31Q: 3 clusters Score -2.480411e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181696 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -24804200.000000 Penalty: 6020.308594
	Iteration 32Q: 3 clusters Score -2.48042e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181966 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -24804256.000000 Penalty: 6020.308594
	Iteration 33Q: 3 clusters Score -2.480426e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182225 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -24804244.000000 Penalty: 6020.308594
	Iteration 34Q: 3 clusters Score -2.480424e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182472 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -24804302.000000 Penalty: 6020.308594
	Iteration 35Q: 3 clusters Score -2.48043e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182688 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -24804310.000000 Penalty: 6020.308594
	Iteration 36Q: 3 clusters Score -2.480431e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182880 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -24804288.000000 Penalty: 6020.308594
	Iteration 37Q: 3 clusters Score -2.480429e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183054 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -24804290.000000 Penalty: 6020.308594
	Iteration 38Q: 3 clusters Score -2.480429e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183220 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -24804362.000000 Penalty: 6020.308594
	Iteration 39Q: 3 clusters Score -2.480436e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183351 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -24804344.000000 Penalty: 6020.308594
	Iteration 40F: 3 clusters Score -2.480434e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183458 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -24804374.000000 Penalty: 6020.308594
	Iteration 41Q: 3 clusters Score -2.480437e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183563 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -24804360.000000 Penalty: 6020.308594
	Iteration 42Q: 3 clusters Score -2.480436e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183661 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -24804322.000000 Penalty: 6020.308594
	Iteration 43Q: 3 clusters Score -2.480432e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183743 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -24804320.000000 Penalty: 6020.308594
	Iteration 44Q: 3 clusters Score -2.480432e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183809 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -24804294.000000 Penalty: 6020.308594
	Iteration 45Q: 3 clusters Score -2.480429e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183865 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -24804306.000000 Penalty: 6020.308594
	Iteration 46Q: 3 clusters Score -2.480431e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183902 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -24804318.000000 Penalty: 6020.308594
	Iteration 47Q: 3 clusters Score -2.480432e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183935 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -24804314.000000 Penalty: 6020.308594
	Iteration 48Q: 3 clusters Score -2.480431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183966 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -24804328.000000 Penalty: 6020.308594
	Iteration 49Q: 3 clusters Score -2.480433e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183996 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -24804328.000000 Penalty: 6020.308594
	Iteration 50Q: 3 clusters Score -2.480433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184022 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -24804322.000000 Penalty: 6020.308594
	Iteration 51Q: 3 clusters Score -2.480432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184045 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -24804344.000000 Penalty: 6020.308594
	Iteration 52Q: 3 clusters Score -2.480434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184065 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -24804354.000000 Penalty: 6020.308594
	Iteration 53Q: 3 clusters Score -2.480435e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184086 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -24804366.000000 Penalty: 6020.308594
	Iteration 54Q: 3 clusters Score -2.480437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -24804370.000000 Penalty: 6020.308594
	Iteration 55Q: 3 clusters Score -2.480437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184120 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -24804356.000000 Penalty: 6020.308594
	Iteration 56Q: 3 clusters Score -2.480436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184137 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -24804370.000000 Penalty: 6020.308594
	Iteration 57Q: 3 clusters Score -2.480437e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184163 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -24804326.000000 Penalty: 6020.308594
	Iteration 58Q: 3 clusters Score -2.480433e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -24804322.000000 Penalty: 6020.308594
	Iteration 59Q: 3 clusters Score -2.480432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184206 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -24804334.000000 Penalty: 6020.308594
	Iteration 60F: 3 clusters Score -2.480433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184221 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -24804312.000000 Penalty: 6020.308594
	Iteration 61Q: 3 clusters Score -2.480431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184236 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -24804310.000000 Penalty: 6020.308594
	Iteration 62Q: 3 clusters Score -2.480431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184254 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -24804332.000000 Penalty: 6020.308594
	Iteration 63Q: 3 clusters Score -2.480433e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184271 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -24804350.000000 Penalty: 6020.308594
	Iteration 64Q: 3 clusters Score -2.480435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184286 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -24804344.000000 Penalty: 6020.308594
	Iteration 65Q: 3 clusters Score -2.480434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184295 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -24804336.000000 Penalty: 6020.308594
	Iteration 66Q: 3 clusters Score -2.480434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184302 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -24804352.000000 Penalty: 6020.308594
	Iteration 67Q: 3 clusters Score -2.480435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184304 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -24804342.000000 Penalty: 6020.308594
	Iteration 68Q: 3 clusters Score -2.480434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184310 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -24804348.000000 Penalty: 6020.308594
	Iteration 69Q: 3 clusters Score -2.480435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184311 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -24804350.000000 Penalty: 6020.308594
	Iteration 70Q: 3 clusters Score -2.480435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184317 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -24804338.000000 Penalty: 6020.308594
	Iteration 71Q: 3 clusters Score -2.480434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184323 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -24804360.000000 Penalty: 6020.308594
	Iteration 72Q: 3 clusters Score -2.480436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184328 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -24804338.000000 Penalty: 6020.308594
	Iteration 73Q: 3 clusters Score -2.480434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184339 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -24804350.000000 Penalty: 6020.308594
	Iteration 74Q: 3 clusters Score -2.480435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184348 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -24804342.000000 Penalty: 6020.308594
	Iteration 75Q: 3 clusters Score -2.480434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184352 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -24804344.000000 Penalty: 6020.308594
	Iteration 76Q: 3 clusters Score -2.480434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184355 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -24804342.000000 Penalty: 6020.308594
	Iteration 77Q: 3 clusters Score -2.480434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184359 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -24804346.000000 Penalty: 6020.308594
	Iteration 78Q: 3 clusters Score -2.480435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184362 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -24804360.000000 Penalty: 6020.308594
	Iteration 79Q: 3 clusters Score -2.480436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184363 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -24804370.000000 Penalty: 6020.308594
	Iteration 80F: 3 clusters Score -2.480437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Entering Unmasked Estep 
Score: -1472656.000000 Penalty: 2317.028809
	Iteration 0F: 2 clusters Score -1472656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1464058.250000 Penalty: 4634.057617
	Iteration 0F: 3 clusters Score -1464058 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1466691.500000 Penalty: 4634.057617
	Iteration 1F: 3 clusters Score -1466692 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1467023.500000 Penalty: 4634.057617
	Iteration 2F: 3 clusters Score -1467024 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1467222.250000 Penalty: 4634.057617
	Iteration 3Q: 3 clusters Score -1467222 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1467371.250000 Penalty: 4634.057617
	Iteration 4Q: 3 clusters Score -1467371 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1467507.375000 Penalty: 4634.057617
	Iteration 5Q: 3 clusters Score -1467507 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1467601.250000 Penalty: 4634.057617
	Iteration 6Q: 3 clusters Score -1467601 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1467692.250000 Penalty: 4634.057617
	Iteration 7Q: 3 clusters Score -1467692 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1467780.625000 Penalty: 4634.057617
	Iteration 8Q: 3 clusters Score -1467781 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1467849.500000 Penalty: 4634.057617
	Iteration 9Q: 3 clusters Score -1467850 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1467919.875000 Penalty: 4634.057617
	Iteration 10Q: 3 clusters Score -1467920 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1467990.375000 Penalty: 4634.057617
	Iteration 11Q: 3 clusters Score -1467990 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1468066.500000 Penalty: 4634.057617
	Iteration 12Q: 3 clusters Score -1468066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1468146.500000 Penalty: 4634.057617
	Iteration 13Q: 3 clusters Score -1468146 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1468230.375000 Penalty: 4634.057617
	Iteration 14Q: 3 clusters Score -1468230 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1468341.250000 Penalty: 4634.057617
	Iteration 15Q: 3 clusters Score -1468341 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1468451.125000 Penalty: 4634.057617
	Iteration 16Q: 3 clusters Score -1468451 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1468585.250000 Penalty: 4634.057617
	Iteration 17Q: 3 clusters Score -1468585 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1468730.875000 Penalty: 4634.057617
	Iteration 18Q: 3 clusters Score -1468731 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1468884.125000 Penalty: 4634.057617
	Iteration 19Q: 3 clusters Score -1468884 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1469061.375000 Penalty: 4634.057617
	Iteration 20F: 3 clusters Score -1469061 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1469237.125000 Penalty: 4634.057617
	Iteration 21Q: 3 clusters Score -1469237 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1469405.750000 Penalty: 4634.057617
	Iteration 22Q: 3 clusters Score -1469406 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1469532.125000 Penalty: 4634.057617
	Iteration 23Q: 3 clusters Score -1469532 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1469655.000000 Penalty: 4634.057617
	Iteration 24Q: 3 clusters Score -1469655 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1469797.125000 Penalty: 4634.057617
	Iteration 25Q: 3 clusters Score -1469797 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1469919.250000 Penalty: 4634.057617
	Iteration 26Q: 3 clusters Score -1469919 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1470004.250000 Penalty: 4634.057617
	Iteration 27Q: 3 clusters Score -1470004 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1470082.625000 Penalty: 4634.057617
	Iteration 28Q: 3 clusters Score -1470083 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1470146.750000 Penalty: 4634.057617
	Iteration 29Q: 3 clusters Score -1470147 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1470207.625000 Penalty: 4634.057617
	Iteration 30Q: 3 clusters Score -1470208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1470246.500000 Penalty: 4634.057617
	Iteration 31Q: 3 clusters Score -1470246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1470284.250000 Penalty: 4634.057617
	Iteration 32Q: 3 clusters Score -1470284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1470318.625000 Penalty: 4634.057617
	Iteration 33Q: 3 clusters Score -1470319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1470341.375000 Penalty: 4634.057617
	Iteration 34Q: 3 clusters Score -1470341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1470363.500000 Penalty: 4634.057617
	Iteration 35Q: 3 clusters Score -1470364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1470380.875000 Penalty: 4634.057617
	Iteration 36Q: 3 clusters Score -1470381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1470391.250000 Penalty: 4634.057617
	Iteration 37Q: 3 clusters Score -1470391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1470417.625000 Penalty: 4634.057617
	Iteration 38Q: 3 clusters Score -1470418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1470425.125000 Penalty: 4634.057617
	Iteration 39Q: 3 clusters Score -1470425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1470430.250000 Penalty: 4634.057617
	Iteration 40F: 3 clusters Score -1470430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1470437.250000 Penalty: 4634.057617
	Iteration 41Q: 3 clusters Score -1470437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1470442.625000 Penalty: 4634.057617
	Iteration 42Q: 3 clusters Score -1470443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1470448.875000 Penalty: 4634.057617
	Iteration 43Q: 3 clusters Score -1470449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1470459.750000 Penalty: 4634.057617
	Iteration 44Q: 3 clusters Score -1470460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1470461.625000 Penalty: 4634.057617
	Iteration 45Q: 3 clusters Score -1470462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1470467.625000 Penalty: 4634.057617
	Iteration 46Q: 3 clusters Score -1470468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1470473.750000 Penalty: 4634.057617
	Iteration 47Q: 3 clusters Score -1470474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1470481.375000 Penalty: 4634.057617
	Iteration 48Q: 3 clusters Score -1470481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1470490.500000 Penalty: 4634.057617
	Iteration 49Q: 3 clusters Score -1470490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1470495.625000 Penalty: 4634.057617
	Iteration 50Q: 3 clusters Score -1470496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1470498.750000 Penalty: 4634.057617
	Iteration 51Q: 3 clusters Score -1470499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1470506.625000 Penalty: 4634.057617
	Iteration 52Q: 3 clusters Score -1470507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1470509.250000 Penalty: 4634.057617
	Iteration 53Q: 3 clusters Score -1470509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1470513.375000 Penalty: 4634.057617
	Iteration 54Q: 3 clusters Score -1470513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1470513.375000 Penalty: 4634.057617
	Iteration 55Q: 3 clusters Score -1470513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1470521.125000 Penalty: 4634.057617
	Iteration 56Q: 3 clusters Score -1470521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1470520.875000 Penalty: 4634.057617
	Iteration 57Q: 3 clusters Score -1470521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1470523.750000 Penalty: 4634.057617
	Iteration 58Q: 3 clusters Score -1470524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1470528.750000 Penalty: 4634.057617
	Iteration 59Q: 3 clusters Score -1470529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1470531.875000 Penalty: 4634.057617
	Iteration 60F: 3 clusters Score -1470532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1470535.875000 Penalty: 4634.057617
	Iteration 61Q: 3 clusters Score -1470536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1470541.375000 Penalty: 4634.057617
	Iteration 62Q: 3 clusters Score -1470541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1470543.750000 Penalty: 4634.057617
	Iteration 63Q: 3 clusters Score -1470544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1470545.875000 Penalty: 4634.057617
	Iteration 64Q: 3 clusters Score -1470546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1470548.000000 Penalty: 4634.057617
	Iteration 65Q: 3 clusters Score -1470548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1470549.125000 Penalty: 4634.057617
	Iteration 66Q: 3 clusters Score -1470549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1470555.875000 Penalty: 4634.057617
	Iteration 67Q: 3 clusters Score -1470556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1470556.375000 Penalty: 4634.057617
	Iteration 68Q: 3 clusters Score -1470556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1470556.375000 Penalty: 4634.057617
	Iteration 69Q: 3 clusters Score -1470556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1470557.375000 Penalty: 4634.057617
	Iteration 70Q: 3 clusters Score -1470557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1470557.375000 Penalty: 4634.057617
	Iteration 71F: 3 clusters Score -1470557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Entering Unmasked Estep 
Score: -5511258.000000 Penalty: 2634.705322
	Iteration 0F: 2 clusters Score -5511258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5483564.500000 Penalty: 5269.410645
	Iteration 0F: 3 clusters Score -5483564 nChanged 18648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -5494005.500000 Penalty: 5269.410645
	Iteration 1F: 3 clusters Score -5494006 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -5494734.000000 Penalty: 5269.410645
	Iteration 2Q: 3 clusters Score -5494734 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5495613.500000 Penalty: 5269.410645
	Iteration 3Q: 3 clusters Score -5495614 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -5496953.000000 Penalty: 5269.410645
	Iteration 4F: 3 clusters Score -5496953 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -5498932.000000 Penalty: 5269.410645
	Iteration 5F: 3 clusters Score -5498932 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -5501357.000000 Penalty: 5269.410645
	Iteration 6F: 3 clusters Score -5501357 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -5503775.000000 Penalty: 5269.410645
	Iteration 7F: 3 clusters Score -5503775 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5505777.000000 Penalty: 5269.410645
	Iteration 8F: 3 clusters Score -5505777 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5507104.000000 Penalty: 5269.410645
	Iteration 9Q: 3 clusters Score -5507104 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5507979.000000 Penalty: 5269.410645
	Iteration 10Q: 3 clusters Score -5507979 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5508375.000000 Penalty: 5269.410645
	Iteration 11Q: 3 clusters Score -5508375 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5508594.500000 Penalty: 5269.410645
	Iteration 12Q: 3 clusters Score -5508594 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5508699.500000 Penalty: 5269.410645
	Iteration 13Q: 3 clusters Score -5508700 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5508791.000000 Penalty: 5269.410645
	Iteration 14Q: 3 clusters Score -5508791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5508858.000000 Penalty: 5269.410645
	Iteration 15Q: 3 clusters Score -5508858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5508907.000000 Penalty: 5269.410645
	Iteration 16Q: 3 clusters Score -5508907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5508927.500000 Penalty: 5269.410645
	Iteration 17Q: 3 clusters Score -5508928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5508949.000000 Penalty: 5269.410645
	Iteration 18Q: 3 clusters Score -5508949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5508966.500000 Penalty: 5269.410645
	Iteration 19Q: 3 clusters Score -5508966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5508974.500000 Penalty: 5269.410645
	Iteration 20F: 3 clusters Score -5508974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5508974.000000 Penalty: 5269.410645
	Iteration 21Q: 3 clusters Score -5508974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5508978.000000 Penalty: 5269.410645
	Iteration 22Q: 3 clusters Score -5508978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5508975.500000 Penalty: 5269.410645
	Iteration 23Q: 3 clusters Score -5508976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5508976.000000 Penalty: 5269.410645
	Iteration 24Q: 3 clusters Score -5508976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5508976.000000 Penalty: 5269.410645
	Iteration 25Q: 3 clusters Score -5508976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5508982.500000 Penalty: 5269.410645
	Iteration 26Q: 3 clusters Score -5508982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5508986.000000 Penalty: 5269.410645
	Iteration 27Q: 3 clusters Score -5508986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5508986.500000 Penalty: 5269.410645
	Iteration 28Q: 3 clusters Score -5508986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5508994.500000 Penalty: 5269.410645
	Iteration 29Q: 3 clusters Score -5508994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5508993.500000 Penalty: 5269.410645
	Iteration 30Q: 3 clusters Score -5508994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5508993.500000 Penalty: 5269.410645
	Iteration 31F: 3 clusters Score -5508994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -828538.000000 Penalty: 2181.979248
	Iteration 0F: 2 clusters Score -828538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -823023.750000 Penalty: 4363.958496
	Iteration 0F: 3 clusters Score -823023.8 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -824424.312500 Penalty: 4363.958496
	Iteration 1F: 3 clusters Score -824424.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -824641.125000 Penalty: 4363.958496
	Iteration 2F: 3 clusters Score -824641.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -824811.687500 Penalty: 4363.958496
	Iteration 3Q: 3 clusters Score -824811.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -824934.312500 Penalty: 4363.958496
	Iteration 4Q: 3 clusters Score -824934.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -825044.562500 Penalty: 4363.958496
	Iteration 5Q: 3 clusters Score -825044.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -825140.687500 Penalty: 4363.958496
	Iteration 6Q: 3 clusters Score -825140.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -825232.687500 Penalty: 4363.958496
	Iteration 7Q: 3 clusters Score -825232.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -825325.875000 Penalty: 4363.958496
	Iteration 8Q: 3 clusters Score -825325.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -825419.312500 Penalty: 4363.958496
	Iteration 9Q: 3 clusters Score -825419.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -825507.750000 Penalty: 4363.958496
	Iteration 10Q: 3 clusters Score -825507.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -825606.375000 Penalty: 4363.958496
	Iteration 11Q: 3 clusters Score -825606.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -825702.500000 Penalty: 4363.958496
	Iteration 12Q: 3 clusters Score -825702.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -825785.687500 Penalty: 4363.958496
	Iteration 13Q: 3 clusters Score -825785.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -825858.875000 Penalty: 4363.958496
	Iteration 14Q: 3 clusters Score -825858.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -825930.187500 Penalty: 4363.958496
	Iteration 15Q: 3 clusters Score -825930.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -825998.000000 Penalty: 4363.958496
	Iteration 16Q: 3 clusters Score -825998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -826060.250000 Penalty: 4363.958496
	Iteration 17Q: 3 clusters Score -826060.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -826114.437500 Penalty: 4363.958496
	Iteration 18Q: 3 clusters Score -826114.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -826165.750000 Penalty: 4363.958496
	Iteration 19Q: 3 clusters Score -826165.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -826209.687500 Penalty: 4363.958496
	Iteration 20F: 3 clusters Score -826209.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -826269.312500 Penalty: 4363.958496
	Iteration 21Q: 3 clusters Score -826269.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -826326.687500 Penalty: 4363.958496
	Iteration 22Q: 3 clusters Score -826326.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -826382.562500 Penalty: 4363.958496
	Iteration 23Q: 3 clusters Score -826382.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -826448.687500 Penalty: 4363.958496
	Iteration 24Q: 3 clusters Score -826448.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -826484.000000 Penalty: 4363.958496
	Iteration 25Q: 3 clusters Score -826484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -826509.687500 Penalty: 4363.958496
	Iteration 26Q: 3 clusters Score -826509.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -826535.000000 Penalty: 4363.958496
	Iteration 27Q: 3 clusters Score -826535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -826546.750000 Penalty: 4363.958496
	Iteration 28Q: 3 clusters Score -826546.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -826558.750000 Penalty: 4363.958496
	Iteration 29Q: 3 clusters Score -826558.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -826567.687500 Penalty: 4363.958496
	Iteration 30Q: 3 clusters Score -826567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -826573.750000 Penalty: 4363.958496
	Iteration 31Q: 3 clusters Score -826573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -826578.062500 Penalty: 4363.958496
	Iteration 32Q: 3 clusters Score -826578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -826581.687500 Penalty: 4363.958496
	Iteration 33Q: 3 clusters Score -826581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -826585.312500 Penalty: 4363.958496
	Iteration 34Q: 3 clusters Score -826585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -826587.750000 Penalty: 4363.958496
	Iteration 35Q: 3 clusters Score -826587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -826588.250000 Penalty: 4363.958496
	Iteration 36Q: 3 clusters Score -826588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -826587.812500 Penalty: 4363.958496
	Iteration 37Q: 3 clusters Score -826587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -826589.000000 Penalty: 4363.958496
	Iteration 38Q: 3 clusters Score -826589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -826590.625000 Penalty: 4363.958496
	Iteration 39Q: 3 clusters Score -826590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -826594.500000 Penalty: 4363.958496
	Iteration 40F: 3 clusters Score -826594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -826595.187500 Penalty: 4363.958496
	Iteration 41Q: 3 clusters Score -826595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -826595.750000 Penalty: 4363.958496
	Iteration 42Q: 3 clusters Score -826595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -826596.500000 Penalty: 4363.958496
	Iteration 43Q: 3 clusters Score -826596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -826595.562500 Penalty: 4363.958496
	Iteration 44Q: 3 clusters Score -826595.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -826595.562500 Penalty: 4363.958496
	Iteration 45F: 3 clusters Score -826595.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70155.406250 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70155.41 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70569.781250 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70569.78 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70880.578125 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -70880.58 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71209.250000 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71209.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71522.859375 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -71522.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71715.164062 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71715.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71974.140625 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71974.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72087.539062 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -72087.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72123.804688 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -72123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72157.398438 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -72157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72181.796875 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -72181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72216.546875 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -72216.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72278.078125 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -72278.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72333.093750 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -72333.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72363.664062 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -72363.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72381.820312 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -72381.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72397.640625 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -72397.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72416.687500 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -72416.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72435.007812 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -72435.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72528.835938 Penalty: 3232.031738
	Iteration 19Q: 3 clusters Score -72528.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72668.484375 Penalty: 3232.031738
	Iteration 20F: 3 clusters Score -72668.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72723.101562 Penalty: 3232.031738
	Iteration 21Q: 3 clusters Score -72723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72723.101562 Penalty: 3232.031738
	Iteration 22F: 3 clusters Score -72723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18765 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 46144 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186786 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 41102 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 39251 members 
Mstep: Class 15 contains 25673 members 
Mstep: Class 16 contains 67863 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79903 members 
Mstep: Class 19 contains 192093 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38190 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 198201 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 274 members 
Entering Unmasked Estep 
Score: -133227472.000000 Penalty: 99558.382812
Splitting cluster 13 changes total score from -133228336.000000 to -133227472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Entering Unmasked Estep 
Score: -4841126.500000 Penalty: 2623.277588
	Iteration 0F: 2 clusters Score -4841126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -4814370.000000 Penalty: 5246.555176
	Iteration 0F: 3 clusters Score -4814370 nChanged 17934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4824302.000000 Penalty: 5246.555176
	Iteration 1F: 3 clusters Score -4824302 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4824930.000000 Penalty: 5246.555176
	Iteration 2Q: 3 clusters Score -4824930 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4825506.500000 Penalty: 5246.555176
	Iteration 3Q: 3 clusters Score -4825506 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4826271.000000 Penalty: 5246.555176
	Iteration 4Q: 3 clusters Score -4826271 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4827148.500000 Penalty: 5246.555176
	Iteration 5Q: 3 clusters Score -4827148 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -4828237.000000 Penalty: 5246.555176
	Iteration 6F: 3 clusters Score -4828237 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4829760.500000 Penalty: 5246.555176
	Iteration 7F: 3 clusters Score -4829760 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4831500.500000 Penalty: 5246.555176
	Iteration 8F: 3 clusters Score -4831500 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -4833228.000000 Penalty: 5246.555176
	Iteration 9F: 3 clusters Score -4833228 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -4834657.500000 Penalty: 5246.555176
	Iteration 10Q: 3 clusters Score -4834658 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -4835514.000000 Penalty: 5246.555176
	Iteration 11Q: 3 clusters Score -4835514 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -4835998.000000 Penalty: 5246.555176
	Iteration 12Q: 3 clusters Score -4835998 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -4836302.000000 Penalty: 5246.555176
	Iteration 13Q: 3 clusters Score -4836302 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -4836503.500000 Penalty: 5246.555176
	Iteration 14Q: 3 clusters Score -4836504 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -4836683.000000 Penalty: 5246.555176
	Iteration 15Q: 3 clusters Score -4836683 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4836833.000000 Penalty: 5246.555176
	Iteration 16Q: 3 clusters Score -4836833 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -4836965.500000 Penalty: 5246.555176
	Iteration 17Q: 3 clusters Score -4836966 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -4837076.500000 Penalty: 5246.555176
	Iteration 18Q: 3 clusters Score -4837076 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -4837163.000000 Penalty: 5246.555176
	Iteration 19Q: 3 clusters Score -4837163 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -4837262.500000 Penalty: 5246.555176
	Iteration 20F: 3 clusters Score -4837262 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4837358.500000 Penalty: 5246.555176
	Iteration 21Q: 3 clusters Score -4837358 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4837410.500000 Penalty: 5246.555176
	Iteration 22Q: 3 clusters Score -4837410 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -4837467.500000 Penalty: 5246.555176
	Iteration 23Q: 3 clusters Score -4837468 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4837546.000000 Penalty: 5246.555176
	Iteration 24Q: 3 clusters Score -4837546 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4837586.500000 Penalty: 5246.555176
	Iteration 25Q: 3 clusters Score -4837586 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -4837646.500000 Penalty: 5246.555176
	Iteration 26Q: 3 clusters Score -4837646 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4837722.000000 Penalty: 5246.555176
	Iteration 27Q: 3 clusters Score -4837722 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4837808.000000 Penalty: 5246.555176
	Iteration 28Q: 3 clusters Score -4837808 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4837883.500000 Penalty: 5246.555176
	Iteration 29Q: 3 clusters Score -4837884 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4837966.500000 Penalty: 5246.555176
	Iteration 30Q: 3 clusters Score -4837966 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -4838061.000000 Penalty: 5246.555176
	Iteration 31Q: 3 clusters Score -4838061 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4838138.500000 Penalty: 5246.555176
	Iteration 32Q: 3 clusters Score -4838138 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4838244.500000 Penalty: 5246.555176
	Iteration 33Q: 3 clusters Score -4838244 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4838333.000000 Penalty: 5246.555176
	Iteration 34Q: 3 clusters Score -4838333 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4838467.000000 Penalty: 5246.555176
	Iteration 35Q: 3 clusters Score -4838467 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4838568.000000 Penalty: 5246.555176
	Iteration 36Q: 3 clusters Score -4838568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4838659.000000 Penalty: 5246.555176
	Iteration 37Q: 3 clusters Score -4838659 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4838766.000000 Penalty: 5246.555176
	Iteration 38Q: 3 clusters Score -4838766 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4838853.000000 Penalty: 5246.555176
	Iteration 39Q: 3 clusters Score -4838853 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4838917.500000 Penalty: 5246.555176
	Iteration 40F: 3 clusters Score -4838918 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4838987.000000 Penalty: 5246.555176
	Iteration 41Q: 3 clusters Score -4838987 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4839006.000000 Penalty: 5246.555176
	Iteration 42Q: 3 clusters Score -4839006 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4839041.500000 Penalty: 5246.555176
	Iteration 43Q: 3 clusters Score -4839042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4839057.000000 Penalty: 5246.555176
	Iteration 44Q: 3 clusters Score -4839057 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4839068.500000 Penalty: 5246.555176
	Iteration 45Q: 3 clusters Score -4839068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4839095.000000 Penalty: 5246.555176
	Iteration 46Q: 3 clusters Score -4839095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4839121.000000 Penalty: 5246.555176
	Iteration 47Q: 3 clusters Score -4839121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4839136.000000 Penalty: 5246.555176
	Iteration 48Q: 3 clusters Score -4839136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4839154.500000 Penalty: 5246.555176
	Iteration 49Q: 3 clusters Score -4839154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4839154.500000 Penalty: 5246.555176
	Iteration 50Q: 3 clusters Score -4839154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4839163.500000 Penalty: 5246.555176
	Iteration 51Q: 3 clusters Score -4839164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4839161.500000 Penalty: 5246.555176
	Iteration 52Q: 3 clusters Score -4839162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4839164.000000 Penalty: 5246.555176
	Iteration 53Q: 3 clusters Score -4839164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4839166.000000 Penalty: 5246.555176
	Iteration 54Q: 3 clusters Score -4839166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4839168.500000 Penalty: 5246.555176
	Iteration 55Q: 3 clusters Score -4839168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4839169.500000 Penalty: 5246.555176
	Iteration 56Q: 3 clusters Score -4839170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4839177.000000 Penalty: 5246.555176
	Iteration 57Q: 3 clusters Score -4839177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4839181.000000 Penalty: 5246.555176
	Iteration 58Q: 3 clusters Score -4839181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4839187.000000 Penalty: 5246.555176
	Iteration 59Q: 3 clusters Score -4839187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4839190.000000 Penalty: 5246.555176
	Iteration 60F: 3 clusters Score -4839190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4839189.000000 Penalty: 5246.555176
	Iteration 61Q: 3 clusters Score -4839189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4839187.500000 Penalty: 5246.555176
	Iteration 62Q: 3 clusters Score -4839188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4839191.000000 Penalty: 5246.555176
	Iteration 63Q: 3 clusters Score -4839191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4839194.000000 Penalty: 5246.555176
	Iteration 64Q: 3 clusters Score -4839194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4839194.500000 Penalty: 5246.555176
	Iteration 65Q: 3 clusters Score -4839194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4839194.500000 Penalty: 5246.555176
	Iteration 66Q: 3 clusters Score -4839194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4839196.500000 Penalty: 5246.555176
	Iteration 67Q: 3 clusters Score -4839196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4839194.500000 Penalty: 5246.555176
	Iteration 68Q: 3 clusters Score -4839194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4839201.500000 Penalty: 5246.555176
	Iteration 69Q: 3 clusters Score -4839202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4839201.000000 Penalty: 5246.555176
	Iteration 70Q: 3 clusters Score -4839201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4839196.500000 Penalty: 5246.555176
	Iteration 71Q: 3 clusters Score -4839196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4839199.500000 Penalty: 5246.555176
	Iteration 72Q: 3 clusters Score -4839200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4839205.500000 Penalty: 5246.555176
	Iteration 73Q: 3 clusters Score -4839206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4839203.000000 Penalty: 5246.555176
	Iteration 74Q: 3 clusters Score -4839203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4839207.500000 Penalty: 5246.555176
	Iteration 75Q: 3 clusters Score -4839208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4839202.000000 Penalty: 5246.555176
	Iteration 76Q: 3 clusters Score -4839202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4839206.000000 Penalty: 5246.555176
	Iteration 77Q: 3 clusters Score -4839206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4839205.000000 Penalty: 5246.555176
	Iteration 78Q: 3 clusters Score -4839205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4839209.000000 Penalty: 5246.555176
	Iteration 79Q: 3 clusters Score -4839209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4839213.500000 Penalty: 5246.555176
	Iteration 80F: 3 clusters Score -4839214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4839210.500000 Penalty: 5246.555176
	Iteration 81Q: 3 clusters Score -4839210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4839206.000000 Penalty: 5246.555176
	Iteration 82Q: 3 clusters Score -4839206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4839206.000000 Penalty: 5246.555176
	Iteration 83Q: 3 clusters Score -4839206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4839207.000000 Penalty: 5246.555176
	Iteration 84Q: 3 clusters Score -4839207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4839201.500000 Penalty: 5246.555176
	Iteration 85Q: 3 clusters Score -4839202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4839202.000000 Penalty: 5246.555176
	Iteration 86Q: 3 clusters Score -4839202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4839204.000000 Penalty: 5246.555176
	Iteration 87Q: 3 clusters Score -4839204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4839204.000000 Penalty: 5246.555176
	Iteration 88F: 3 clusters Score -4839204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Entering Unmasked Estep 
Score: -3453244.250000 Penalty: 2517.992432
	Iteration 0F: 2 clusters Score -3453244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3435440.500000 Penalty: 5035.984863
	Iteration 0F: 3 clusters Score -3435440 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3441879.250000 Penalty: 5035.984863
	Iteration 1F: 3 clusters Score -3441879 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3442458.250000 Penalty: 5035.984863
	Iteration 2F: 3 clusters Score -3442458 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3443012.750000 Penalty: 5035.984863
	Iteration 3Q: 3 clusters Score -3443013 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3443509.750000 Penalty: 5035.984863
	Iteration 4Q: 3 clusters Score -3443510 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3443990.250000 Penalty: 5035.984863
	Iteration 5Q: 3 clusters Score -3443990 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3444450.750000 Penalty: 5035.984863
	Iteration 6Q: 3 clusters Score -3444451 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3444920.250000 Penalty: 5035.984863
	Iteration 7Q: 3 clusters Score -3444920 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3445456.250000 Penalty: 5035.984863
	Iteration 8Q: 3 clusters Score -3445456 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3446142.250000 Penalty: 5035.984863
	Iteration 9F: 3 clusters Score -3446142 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3446941.750000 Penalty: 5035.984863
	Iteration 10F: 3 clusters Score -3446942 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3447832.500000 Penalty: 5035.984863
	Iteration 11F: 3 clusters Score -3447832 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3448743.750000 Penalty: 5035.984863
	Iteration 12F: 3 clusters Score -3448744 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3449580.500000 Penalty: 5035.984863
	Iteration 13Q: 3 clusters Score -3449580 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3450187.250000 Penalty: 5035.984863
	Iteration 14Q: 3 clusters Score -3450187 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3450715.500000 Penalty: 5035.984863
	Iteration 15Q: 3 clusters Score -3450716 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3451132.000000 Penalty: 5035.984863
	Iteration 16Q: 3 clusters Score -3451132 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3451479.500000 Penalty: 5035.984863
	Iteration 17Q: 3 clusters Score -3451480 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3451776.000000 Penalty: 5035.984863
	Iteration 18Q: 3 clusters Score -3451776 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3452013.500000 Penalty: 5035.984863
	Iteration 19Q: 3 clusters Score -3452014 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3452174.000000 Penalty: 5035.984863
	Iteration 20F: 3 clusters Score -3452174 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3452314.000000 Penalty: 5035.984863
	Iteration 21Q: 3 clusters Score -3452314 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3452446.500000 Penalty: 5035.984863
	Iteration 22Q: 3 clusters Score -3452446 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3452539.250000 Penalty: 5035.984863
	Iteration 23Q: 3 clusters Score -3452539 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3452608.000000 Penalty: 5035.984863
	Iteration 24Q: 3 clusters Score -3452608 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3452661.000000 Penalty: 5035.984863
	Iteration 25Q: 3 clusters Score -3452661 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3452706.000000 Penalty: 5035.984863
	Iteration 26Q: 3 clusters Score -3452706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3452738.000000 Penalty: 5035.984863
	Iteration 27Q: 3 clusters Score -3452738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3452766.000000 Penalty: 5035.984863
	Iteration 28Q: 3 clusters Score -3452766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3452783.500000 Penalty: 5035.984863
	Iteration 29Q: 3 clusters Score -3452784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3452790.000000 Penalty: 5035.984863
	Iteration 30Q: 3 clusters Score -3452790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3452787.750000 Penalty: 5035.984863
	Iteration 31Q: 3 clusters Score -3452788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3452790.000000 Penalty: 5035.984863
	Iteration 32Q: 3 clusters Score -3452790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3452791.250000 Penalty: 5035.984863
	Iteration 33Q: 3 clusters Score -3452791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3452790.500000 Penalty: 5035.984863
	Iteration 34Q: 3 clusters Score -3452790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3452793.500000 Penalty: 5035.984863
	Iteration 35Q: 3 clusters Score -3452794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3452797.500000 Penalty: 5035.984863
	Iteration 36Q: 3 clusters Score -3452798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3452791.250000 Penalty: 5035.984863
	Iteration 37Q: 3 clusters Score -3452791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3452792.250000 Penalty: 5035.984863
	Iteration 38Q: 3 clusters Score -3452792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3452792.500000 Penalty: 5035.984863
	Iteration 39Q: 3 clusters Score -3452792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3452792.500000 Penalty: 5035.984863
	Iteration 40F: 3 clusters Score -3452792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Entering Unmasked Estep 
Score: -9074311.000000 Penalty: 2759.061035
	Iteration 0F: 2 clusters Score -9074311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -9028844.000000 Penalty: 5518.122070
	Iteration 0F: 3 clusters Score -9028844 nChanged 31566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -9046593.000000 Penalty: 5518.122070
	Iteration 1F: 3 clusters Score -9046593 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -9047558.000000 Penalty: 5518.122070
	Iteration 2Q: 3 clusters Score -9047558 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -9048842.000000 Penalty: 5518.122070
	Iteration 3Q: 3 clusters Score -9048842 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -9050948.000000 Penalty: 5518.122070
	Iteration 4F: 3 clusters Score -9050948 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -9054467.000000 Penalty: 5518.122070
	Iteration 5F: 3 clusters Score -9054467 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -9059650.000000 Penalty: 5518.122070
	Iteration 6F: 3 clusters Score -9059650 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -9065404.000000 Penalty: 5518.122070
	Iteration 7F: 3 clusters Score -9065404 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -9069782.000000 Penalty: 5518.122070
	Iteration 8F: 3 clusters Score -9069782 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9071655.000000 Penalty: 5518.122070
	Iteration 9Q: 3 clusters Score -9071655 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9072449.000000 Penalty: 5518.122070
	Iteration 10Q: 3 clusters Score -9072449 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9072776.000000 Penalty: 5518.122070
	Iteration 11Q: 3 clusters Score -9072776 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9072911.000000 Penalty: 5518.122070
	Iteration 12Q: 3 clusters Score -9072911 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9073029.000000 Penalty: 5518.122070
	Iteration 13Q: 3 clusters Score -9073029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9073066.000000 Penalty: 5518.122070
	Iteration 14Q: 3 clusters Score -9073066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9073102.000000 Penalty: 5518.122070
	Iteration 15Q: 3 clusters Score -9073102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9073110.000000 Penalty: 5518.122070
	Iteration 16Q: 3 clusters Score -9073110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9073126.000000 Penalty: 5518.122070
	Iteration 17Q: 3 clusters Score -9073126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9073138.000000 Penalty: 5518.122070
	Iteration 18Q: 3 clusters Score -9073138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9073153.000000 Penalty: 5518.122070
	Iteration 19Q: 3 clusters Score -9073153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9073169.000000 Penalty: 5518.122070
	Iteration 20F: 3 clusters Score -9073169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9073196.000000 Penalty: 5518.122070
	Iteration 21Q: 3 clusters Score -9073196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9073211.000000 Penalty: 5518.122070
	Iteration 22Q: 3 clusters Score -9073211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9073235.000000 Penalty: 5518.122070
	Iteration 23Q: 3 clusters Score -9073235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9073242.000000 Penalty: 5518.122070
	Iteration 24Q: 3 clusters Score -9073242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9073251.000000 Penalty: 5518.122070
	Iteration 25Q: 3 clusters Score -9073251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9073251.000000 Penalty: 5518.122070
	Iteration 26Q: 3 clusters Score -9073251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9073258.000000 Penalty: 5518.122070
	Iteration 27Q: 3 clusters Score -9073258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9073254.000000 Penalty: 5518.122070
	Iteration 28Q: 3 clusters Score -9073254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9073261.000000 Penalty: 5518.122070
	Iteration 29Q: 3 clusters Score -9073261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9073270.000000 Penalty: 5518.122070
	Iteration 30Q: 3 clusters Score -9073270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9073271.000000 Penalty: 5518.122070
	Iteration 31Q: 3 clusters Score -9073271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9073273.000000 Penalty: 5518.122070
	Iteration 32Q: 3 clusters Score -9073273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9073270.000000 Penalty: 5518.122070
	Iteration 33Q: 3 clusters Score -9073270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9073279.000000 Penalty: 5518.122070
	Iteration 34Q: 3 clusters Score -9073279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9073284.000000 Penalty: 5518.122070
	Iteration 35Q: 3 clusters Score -9073284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9073279.000000 Penalty: 5518.122070
	Iteration 36Q: 3 clusters Score -9073279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9073283.000000 Penalty: 5518.122070
	Iteration 37Q: 3 clusters Score -9073283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9073283.000000 Penalty: 5518.122070
	Iteration 38F: 3 clusters Score -9073283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 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: -66334.750000 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66334.75 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66970.593750 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66970.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67379.453125 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -67379.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67550.796875 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -67550.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67696.187500 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -67696.19 nChanged 20
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: -67886.609375 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67886.61 nChanged 23
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: -68131.578125 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -68131.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68334.859375 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -68334.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68340.210938 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -68340.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68349.164062 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -68349.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68357.703125 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -68357.7 nChanged 1
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: -68359.875000 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -68359.88 nChanged 0
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: -68360.750000 Penalty: 3193.125000
	Iteration 12F: 3 clusters Score -68360.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68364.968750 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -68364.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68364.968750 Penalty: 3193.125000
	Iteration 14F: 3 clusters Score -68364.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18765 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 46144 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186786 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 41102 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39251 members 
Mstep: Class 15 contains 25673 members 
Mstep: Class 16 contains 67863 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 79903 members 
Mstep: Class 19 contains 192093 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38190 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 198201 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 283 members 
Entering Unmasked Estep 
Score: -133227008.000000 Penalty: 99558.382812
Splitting cluster 17 changes total score from -133228336.000000 to -133227008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (79903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Entering Unmasked Estep 
Score: -10429843.000000 Penalty: 2799.564941
	Iteration 0F: 2 clusters Score -1.042984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -10376615.000000 Penalty: 5599.129883
	Iteration 0F: 3 clusters Score -1.037662e+07 nChanged 37433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -10397661.000000 Penalty: 5599.129883
	Iteration 1F: 3 clusters Score -1.039766e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -10398259.000000 Penalty: 5599.129883
	Iteration 2Q: 3 clusters Score -1.039826e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -10398752.000000 Penalty: 5599.129883
	Iteration 3Q: 3 clusters Score -1.039875e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -10399384.000000 Penalty: 5599.129883
	Iteration 4Q: 3 clusters Score -1.039938e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -10400076.000000 Penalty: 5599.129883
	Iteration 5Q: 3 clusters Score -1.040008e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -10400985.000000 Penalty: 5599.129883
	Iteration 6Q: 3 clusters Score -1.040098e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -10402395.000000 Penalty: 5599.129883
	Iteration 7Q: 3 clusters Score -1.04024e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -10404530.000000 Penalty: 5599.129883
	Iteration 8F: 3 clusters Score -1.040453e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -10407010.000000 Penalty: 5599.129883
	Iteration 9F: 3 clusters Score -1.040701e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -10409917.000000 Penalty: 5599.129883
	Iteration 10F: 3 clusters Score -1.040992e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -10412842.000000 Penalty: 5599.129883
	Iteration 11F: 3 clusters Score -1.041284e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -10415476.000000 Penalty: 5599.129883
	Iteration 12Q: 3 clusters Score -1.041548e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -10417548.000000 Penalty: 5599.129883
	Iteration 13Q: 3 clusters Score -1.041755e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -10418995.000000 Penalty: 5599.129883
	Iteration 14Q: 3 clusters Score -1.0419e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -10420089.000000 Penalty: 5599.129883
	Iteration 15Q: 3 clusters Score -1.042009e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -10421146.000000 Penalty: 5599.129883
	Iteration 16Q: 3 clusters Score -1.042115e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -10422164.000000 Penalty: 5599.129883
	Iteration 17Q: 3 clusters Score -1.042216e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 68152 members 
Entering Unmasked Estep 
Score: -10423134.000000 Penalty: 5599.129883
	Iteration 18Q: 3 clusters Score -1.042313e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -10423953.000000 Penalty: 5599.129883
	Iteration 19Q: 3 clusters Score -1.042395e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -10424670.000000 Penalty: 5599.129883
	Iteration 20F: 3 clusters Score -1.042467e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -10425223.000000 Penalty: 5599.129883
	Iteration 21Q: 3 clusters Score -1.042522e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
Score: -10425693.000000 Penalty: 5599.129883
	Iteration 22Q: 3 clusters Score -1.042569e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -10426050.000000 Penalty: 5599.129883
	Iteration 23Q: 3 clusters Score -1.042605e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -10426404.000000 Penalty: 5599.129883
	Iteration 24Q: 3 clusters Score -1.04264e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -10426670.000000 Penalty: 5599.129883
	Iteration 25Q: 3 clusters Score -1.042667e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -10426876.000000 Penalty: 5599.129883
	Iteration 26Q: 3 clusters Score -1.042688e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -10427069.000000 Penalty: 5599.129883
	Iteration 27Q: 3 clusters Score -1.042707e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -10427238.000000 Penalty: 5599.129883
	Iteration 28Q: 3 clusters Score -1.042724e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -10427326.000000 Penalty: 5599.129883
	Iteration 29Q: 3 clusters Score -1.042733e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -10427427.000000 Penalty: 5599.129883
	Iteration 30Q: 3 clusters Score -1.042743e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 77141 members 
Entering Unmasked Estep 
Score: -10427506.000000 Penalty: 5599.129883
	Iteration 31Q: 3 clusters Score -1.042751e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -10427551.000000 Penalty: 5599.129883
	Iteration 32Q: 3 clusters Score -1.042755e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -10427553.000000 Penalty: 5599.129883
	Iteration 33Q: 3 clusters Score -1.042755e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 77584 members 
Entering Unmasked Estep 
Score: -10427552.000000 Penalty: 5599.129883
	Iteration 34Q: 3 clusters Score -1.042755e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -10427605.000000 Penalty: 5599.129883
	Iteration 35Q: 3 clusters Score -1.04276e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 77755 members 
Entering Unmasked Estep 
Score: -10427623.000000 Penalty: 5599.129883
	Iteration 36Q: 3 clusters Score -1.042762e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -10427636.000000 Penalty: 5599.129883
	Iteration 37Q: 3 clusters Score -1.042764e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -10427673.000000 Penalty: 5599.129883
	Iteration 38Q: 3 clusters Score -1.042767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -10427690.000000 Penalty: 5599.129883
	Iteration 39Q: 3 clusters Score -1.042769e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -10427701.000000 Penalty: 5599.129883
	Iteration 40F: 3 clusters Score -1.04277e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -10427693.000000 Penalty: 5599.129883
	Iteration 41Q: 3 clusters Score -1.042769e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -10427704.000000 Penalty: 5599.129883
	Iteration 42Q: 3 clusters Score -1.04277e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -10427729.000000 Penalty: 5599.129883
	Iteration 43Q: 3 clusters Score -1.042773e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -10427737.000000 Penalty: 5599.129883
	Iteration 44Q: 3 clusters Score -1.042774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -10427740.000000 Penalty: 5599.129883
	Iteration 45Q: 3 clusters Score -1.042774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -10427730.000000 Penalty: 5599.129883
	Iteration 46Q: 3 clusters Score -1.042773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -10427725.000000 Penalty: 5599.129883
	Iteration 47Q: 3 clusters Score -1.042772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -10427736.000000 Penalty: 5599.129883
	Iteration 48Q: 3 clusters Score -1.042774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -10427736.000000 Penalty: 5599.129883
	Iteration 49Q: 3 clusters Score -1.042774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -10427724.000000 Penalty: 5599.129883
	Iteration 50Q: 3 clusters Score -1.042772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -10427727.000000 Penalty: 5599.129883
	Iteration 51Q: 3 clusters Score -1.042773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -10427728.000000 Penalty: 5599.129883
	Iteration 52Q: 3 clusters Score -1.042773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -10427717.000000 Penalty: 5599.129883
	Iteration 53Q: 3 clusters Score -1.042772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -10427734.000000 Penalty: 5599.129883
	Iteration 54Q: 3 clusters Score -1.042773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -10427745.000000 Penalty: 5599.129883
	Iteration 55Q: 3 clusters Score -1.042774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -10427749.000000 Penalty: 5599.129883
	Iteration 56Q: 3 clusters Score -1.042775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -10427740.000000 Penalty: 5599.129883
	Iteration 57Q: 3 clusters Score -1.042774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -10427740.000000 Penalty: 5599.129883
	Iteration 58F: 3 clusters Score -1.042774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192093 members 
Entering Unmasked Estep 
Score: -25419490.000000 Penalty: 3017.102295
	Iteration 0F: 2 clusters Score -2.541949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 96001 members 
Entering Unmasked Estep 
Score: -25311620.000000 Penalty: 6034.204590
	Iteration 0F: 3 clusters Score -2.531162e+07 nChanged 92078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -25364564.000000 Penalty: 6034.204590
	Iteration 1F: 3 clusters Score -2.536456e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -25365154.000000 Penalty: 6034.204590
	Iteration 2Q: 3 clusters Score -2.536515e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -25365970.000000 Penalty: 6034.204590
	Iteration 3Q: 3 clusters Score -2.536597e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -25366936.000000 Penalty: 6034.204590
	Iteration 4Q: 3 clusters Score -2.536694e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100400 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -25367512.000000 Penalty: 6034.204590
	Iteration 5Q: 3 clusters Score -2.536751e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -25368492.000000 Penalty: 6034.204590
	Iteration 6Q: 3 clusters Score -2.536849e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -25370318.000000 Penalty: 6034.204590
	Iteration 7Q: 3 clusters Score -2.537032e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111256 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -25373150.000000 Penalty: 6034.204590
	Iteration 8Q: 3 clusters Score -2.537315e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118272 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -25377832.000000 Penalty: 6034.204590
	Iteration 9Q: 3 clusters Score -2.537783e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127152 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -25385176.000000 Penalty: 6034.204590
	Iteration 10F: 3 clusters Score -2.538518e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -25394230.000000 Penalty: 6034.204590
	Iteration 11F: 3 clusters Score -2.539423e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144679 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -25402768.000000 Penalty: 6034.204590
	Iteration 12F: 3 clusters Score -2.540277e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -25408248.000000 Penalty: 6034.204590
	Iteration 13Q: 3 clusters Score -2.540825e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -25411412.000000 Penalty: 6034.204590
	Iteration 14Q: 3 clusters Score -2.541141e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156461 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -25413092.000000 Penalty: 6034.204590
	Iteration 15Q: 3 clusters Score -2.541309e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159059 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -25414292.000000 Penalty: 6034.204590
	Iteration 16Q: 3 clusters Score -2.541429e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161451 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -25415308.000000 Penalty: 6034.204590
	Iteration 17Q: 3 clusters Score -2.541531e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163678 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -25416144.000000 Penalty: 6034.204590
	Iteration 18Q: 3 clusters Score -2.541614e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -25416802.000000 Penalty: 6034.204590
	Iteration 19Q: 3 clusters Score -2.54168e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -25417450.000000 Penalty: 6034.204590
	Iteration 20F: 3 clusters Score -2.541745e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169498 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -25418082.000000 Penalty: 6034.204590
	Iteration 21Q: 3 clusters Score -2.541808e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -25418564.000000 Penalty: 6034.204590
	Iteration 22Q: 3 clusters Score -2.541856e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172819 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -25418926.000000 Penalty: 6034.204590
	Iteration 23Q: 3 clusters Score -2.541893e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174333 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -25419250.000000 Penalty: 6034.204590
	Iteration 24Q: 3 clusters Score -2.541925e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -25419496.000000 Penalty: 6034.204590
	Iteration 25Q: 3 clusters Score -2.54195e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176944 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -25419698.000000 Penalty: 6034.204590
	Iteration 26Q: 3 clusters Score -2.54197e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -25419792.000000 Penalty: 6034.204590
	Iteration 27Q: 3 clusters Score -2.541979e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178980 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -25419922.000000 Penalty: 6034.204590
	Iteration 28Q: 3 clusters Score -2.541992e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179882 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -25420118.000000 Penalty: 6034.204590
	Iteration 29Q: 3 clusters Score -2.542012e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180717 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -25420112.000000 Penalty: 6034.204590
	Iteration 30Q: 3 clusters Score -2.542011e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -25420154.000000 Penalty: 6034.204590
	Iteration 31Q: 3 clusters Score -2.542015e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182039 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -25420124.000000 Penalty: 6034.204590
	Iteration 32Q: 3 clusters Score -2.542012e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182596 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -25420168.000000 Penalty: 6034.204590
	Iteration 33Q: 3 clusters Score -2.542017e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183143 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -25420252.000000 Penalty: 6034.204590
	Iteration 34Q: 3 clusters Score -2.542025e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183604 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -25420158.000000 Penalty: 6034.204590
	Iteration 35Q: 3 clusters Score -2.542016e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183977 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -25420140.000000 Penalty: 6034.204590
	Iteration 36Q: 3 clusters Score -2.542014e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184274 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -25420174.000000 Penalty: 6034.204590
	Iteration 37Q: 3 clusters Score -2.542017e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184540 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -25420086.000000 Penalty: 6034.204590
	Iteration 38Q: 3 clusters Score -2.542009e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184768 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -25419996.000000 Penalty: 6034.204590
	Iteration 39Q: 3 clusters Score -2.542e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184941 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -25419964.000000 Penalty: 6034.204590
	Iteration 40F: 3 clusters Score -2.541996e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185098 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -25419964.000000 Penalty: 6034.204590
	Iteration 41Q: 3 clusters Score -2.541996e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185259 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -25419916.000000 Penalty: 6034.204590
	Iteration 42Q: 3 clusters Score -2.541992e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185394 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -25419934.000000 Penalty: 6034.204590
	Iteration 43Q: 3 clusters Score -2.541993e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185509 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -25419914.000000 Penalty: 6034.204590
	Iteration 44Q: 3 clusters Score -2.541991e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185615 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -25419938.000000 Penalty: 6034.204590
	Iteration 45Q: 3 clusters Score -2.541994e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185723 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -25419904.000000 Penalty: 6034.204590
	Iteration 46Q: 3 clusters Score -2.54199e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185828 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -25419874.000000 Penalty: 6034.204590
	Iteration 47Q: 3 clusters Score -2.541987e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185941 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -25419886.000000 Penalty: 6034.204590
	Iteration 48Q: 3 clusters Score -2.541989e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186041 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -25419868.000000 Penalty: 6034.204590
	Iteration 49Q: 3 clusters Score -2.541987e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186122 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -25419826.000000 Penalty: 6034.204590
	Iteration 50Q: 3 clusters Score -2.541983e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186213 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -25419812.000000 Penalty: 6034.204590
	Iteration 51Q: 3 clusters Score -2.541981e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186307 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -25419810.000000 Penalty: 6034.204590
	Iteration 52Q: 3 clusters Score -2.541981e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186384 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -25419806.000000 Penalty: 6034.204590
	Iteration 53Q: 3 clusters Score -2.541981e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186452 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -25419788.000000 Penalty: 6034.204590
	Iteration 54Q: 3 clusters Score -2.541979e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186514 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -25419726.000000 Penalty: 6034.204590
	Iteration 55Q: 3 clusters Score -2.541973e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186565 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -25419720.000000 Penalty: 6034.204590
	Iteration 56Q: 3 clusters Score -2.541972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186614 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -25419740.000000 Penalty: 6034.204590
	Iteration 57Q: 3 clusters Score -2.541974e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186660 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -25419696.000000 Penalty: 6034.204590
	Iteration 58Q: 3 clusters Score -2.54197e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186710 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -25419680.000000 Penalty: 6034.204590
	Iteration 59Q: 3 clusters Score -2.541968e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186765 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -25419634.000000 Penalty: 6034.204590
	Iteration 60F: 3 clusters Score -2.541963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -25419626.000000 Penalty: 6034.204590
	Iteration 61Q: 3 clusters Score -2.541963e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186866 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -25419604.000000 Penalty: 6034.204590
	Iteration 62Q: 3 clusters Score -2.54196e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186913 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -25419602.000000 Penalty: 6034.204590
	Iteration 63Q: 3 clusters Score -2.54196e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186947 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -25419600.000000 Penalty: 6034.204590
	Iteration 64Q: 3 clusters Score -2.54196e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186977 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -25419592.000000 Penalty: 6034.204590
	Iteration 65Q: 3 clusters Score -2.541959e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187012 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -25419602.000000 Penalty: 6034.204590
	Iteration 66Q: 3 clusters Score -2.54196e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187035 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -25419604.000000 Penalty: 6034.204590
	Iteration 67Q: 3 clusters Score -2.54196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187068 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -25419572.000000 Penalty: 6034.204590
	Iteration 68Q: 3 clusters Score -2.541957e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187099 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -25419578.000000 Penalty: 6034.204590
	Iteration 69Q: 3 clusters Score -2.541958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187115 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -25419584.000000 Penalty: 6034.204590
	Iteration 70Q: 3 clusters Score -2.541958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187133 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -25419578.000000 Penalty: 6034.204590
	Iteration 71Q: 3 clusters Score -2.541958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -25419570.000000 Penalty: 6034.204590
	Iteration 72Q: 3 clusters Score -2.541957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187177 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -25419570.000000 Penalty: 6034.204590
	Iteration 73Q: 3 clusters Score -2.541957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187195 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -25419600.000000 Penalty: 6034.204590
	Iteration 74Q: 3 clusters Score -2.54196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187213 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -25419576.000000 Penalty: 6034.204590
	Iteration 75Q: 3 clusters Score -2.541958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187226 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -25419568.000000 Penalty: 6034.204590
	Iteration 76Q: 3 clusters Score -2.541957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187240 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -25419550.000000 Penalty: 6034.204590
	Iteration 77Q: 3 clusters Score -2.541955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187261 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -25419534.000000 Penalty: 6034.204590
	Iteration 78Q: 3 clusters Score -2.541953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187280 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -25419532.000000 Penalty: 6034.204590
	Iteration 79Q: 3 clusters Score -2.541953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187295 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -25419520.000000 Penalty: 6034.204590
	Iteration 80F: 3 clusters Score -2.541952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187307 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -25419522.000000 Penalty: 6034.204590
	Iteration 81Q: 3 clusters Score -2.541952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187318 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -25419490.000000 Penalty: 6034.204590
	Iteration 82Q: 3 clusters Score -2.541949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187326 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -25419520.000000 Penalty: 6034.204590
	Iteration 83Q: 3 clusters Score -2.541952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187334 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -25419508.000000 Penalty: 6034.204590
	Iteration 84Q: 3 clusters Score -2.541951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187341 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -25419492.000000 Penalty: 6034.204590
	Iteration 85Q: 3 clusters Score -2.541949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187348 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -25419496.000000 Penalty: 6034.204590
	Iteration 86Q: 3 clusters Score -2.54195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187354 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -25419500.000000 Penalty: 6034.204590
	Iteration 87Q: 3 clusters Score -2.54195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187362 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -25419488.000000 Penalty: 6034.204590
	Iteration 88Q: 3 clusters Score -2.541949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187367 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -25419506.000000 Penalty: 6034.204590
	Iteration 89Q: 3 clusters Score -2.541951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187370 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -25419504.000000 Penalty: 6034.204590
	Iteration 90Q: 3 clusters Score -2.54195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187380 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -25419522.000000 Penalty: 6034.204590
	Iteration 91Q: 3 clusters Score -2.541952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187386 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -25419488.000000 Penalty: 6034.204590
	Iteration 92Q: 3 clusters Score -2.541949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187397 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -25419500.000000 Penalty: 6034.204590
	Iteration 93Q: 3 clusters Score -2.54195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187407 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -25419470.000000 Penalty: 6034.204590
	Iteration 94Q: 3 clusters Score -2.541947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187414 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -25419484.000000 Penalty: 6034.204590
	Iteration 95Q: 3 clusters Score -2.541948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187424 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -25419490.000000 Penalty: 6034.204590
	Iteration 96Q: 3 clusters Score -2.541949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187435 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -25419496.000000 Penalty: 6034.204590
	Iteration 97Q: 3 clusters Score -2.54195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187445 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -25419482.000000 Penalty: 6034.204590
	Iteration 98Q: 3 clusters Score -2.541948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187450 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -25419468.000000 Penalty: 6034.204590
	Iteration 99Q: 3 clusters Score -2.541947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187460 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -25419468.000000 Penalty: 6034.204590
	Iteration 100F: 3 clusters Score -2.541947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187467 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -25419472.000000 Penalty: 6034.204590
	Iteration 101Q: 3 clusters Score -2.541947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -25419484.000000 Penalty: 6034.204590
	Iteration 102Q: 3 clusters Score -2.541948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187474 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -25419478.000000 Penalty: 6034.204590
	Iteration 103Q: 3 clusters Score -2.541948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187481 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -25419494.000000 Penalty: 6034.204590
	Iteration 104Q: 3 clusters Score -2.541949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187494 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -25419482.000000 Penalty: 6034.204590
	Iteration 105Q: 3 clusters Score -2.541948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -25419462.000000 Penalty: 6034.204590
	Iteration 106Q: 3 clusters Score -2.541946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187506 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -25419454.000000 Penalty: 6034.204590
	Iteration 107Q: 3 clusters Score -2.541945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187508 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -25419466.000000 Penalty: 6034.204590
	Iteration 108Q: 3 clusters Score -2.541947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187516 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -25419450.000000 Penalty: 6034.204590
	Iteration 109Q: 3 clusters Score -2.541945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187519 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -25419446.000000 Penalty: 6034.204590
	Iteration 110Q: 3 clusters Score -2.541945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187522 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -25419456.000000 Penalty: 6034.204590
	Iteration 111Q: 3 clusters Score -2.541946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187525 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -25419444.000000 Penalty: 6034.204590
	Iteration 112Q: 3 clusters Score -2.541944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187526 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -25419450.000000 Penalty: 6034.204590
	Iteration 113Q: 3 clusters Score -2.541945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187527 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.541945e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 187526 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -25419452.000000 Penalty: 6034.204590
	Iteration 115Q: 3 clusters Score -2.541945e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 187527 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -25419460.000000 Penalty: 6034.204590
	Iteration 116Q: 3 clusters Score -2.541946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187529 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.541946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187533 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -25419476.000000 Penalty: 6034.204590
	Iteration 118Q: 3 clusters Score -2.541948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187538 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -25419470.000000 Penalty: 6034.204590
	Iteration 119Q: 3 clusters Score -2.541947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187542 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -25419468.000000 Penalty: 6034.204590
	Iteration 120F: 3 clusters Score -2.541947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -25419474.000000 Penalty: 6034.204590
	Iteration 121Q: 3 clusters Score -2.541947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187550 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -25419462.000000 Penalty: 6034.204590
	Iteration 122Q: 3 clusters Score -2.541946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187553 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -25419464.000000 Penalty: 6034.204590
	Iteration 123Q: 3 clusters Score -2.541946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187558 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.541946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -25419486.000000 Penalty: 6034.204590
	Iteration 125Q: 3 clusters Score -2.541949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187565 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -25419466.000000 Penalty: 6034.204590
	Iteration 126Q: 3 clusters Score -2.541947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187569 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -25419472.000000 Penalty: 6034.204590
	Iteration 127Q: 3 clusters Score -2.541947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187573 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -25419472.000000 Penalty: 6034.204590
	Iteration 128Q: 3 clusters Score -2.541947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187576 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -25419480.000000 Penalty: 6034.204590
	Iteration 129Q: 3 clusters Score -2.541948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187581 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -25419458.000000 Penalty: 6034.204590
	Iteration 130Q: 3 clusters Score -2.541946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187586 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -25419444.000000 Penalty: 6034.204590
	Iteration 131Q: 3 clusters Score -2.541944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187589 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -25419476.000000 Penalty: 6034.204590
	Iteration 132Q: 3 clusters Score -2.541948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187594 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -25419460.000000 Penalty: 6034.204590
	Iteration 133Q: 3 clusters Score -2.541946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187599 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -25419472.000000 Penalty: 6034.204590
	Iteration 134Q: 3 clusters Score -2.541947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187604 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -25419460.000000 Penalty: 6034.204590
	Iteration 135Q: 3 clusters Score -2.541946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187609 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -25419462.000000 Penalty: 6034.204590
	Iteration 136Q: 3 clusters Score -2.541946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187612 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -25419472.000000 Penalty: 6034.204590
	Iteration 137Q: 3 clusters Score -2.541947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187614 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -25419466.000000 Penalty: 6034.204590
	Iteration 138Q: 3 clusters Score -2.541947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187615 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -25419470.000000 Penalty: 6034.204590
	Iteration 139Q: 3 clusters Score -2.541947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187617 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -25419482.000000 Penalty: 6034.204590
	Iteration 140F: 3 clusters Score -2.541948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187620 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -25419484.000000 Penalty: 6034.204590
	Iteration 141Q: 3 clusters Score -2.541948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187622 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -25419478.000000 Penalty: 6034.204590
	Iteration 142Q: 3 clusters Score -2.541948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187624 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -25419458.000000 Penalty: 6034.204590
	Iteration 143Q: 3 clusters Score -2.541946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -25419448.000000 Penalty: 6034.204590
	Iteration 144Q: 3 clusters Score -2.541945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187626 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -25419454.000000 Penalty: 6034.204590
	Iteration 145Q: 3 clusters Score -2.541945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187626 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -25419454.000000 Penalty: 6034.204590
	Iteration 146F: 3 clusters Score -2.541945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -184218.312500 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -184218.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -181957.218750 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -181957.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -182307.593750 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -182307.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -182399.937500 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -182399.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182448.656250 Penalty: 3603.653076
	Iteration 3Q: 3 clusters Score -182448.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -182482.640625 Penalty: 3603.653076
	Iteration 4Q: 3 clusters Score -182482.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -182507.796875 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -182507.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -182536.187500 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -182536.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -182554.046875 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -182554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -182559.421875 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -182559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182569.875000 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -182569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -182575.109375 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -182575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182577.843750 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -182577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182580.031250 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -182580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182582.437500 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -182582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182583.156250 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -182583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182584.031250 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -182584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182585.265625 Penalty: 3603.653076
	Iteration 16Q: 3 clusters Score -182585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -182587.578125 Penalty: 3603.653076
	Iteration 17Q: 3 clusters Score -182587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -182589.718750 Penalty: 3603.653076
	Iteration 18Q: 3 clusters Score -182589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -182590.593750 Penalty: 3603.653076
	Iteration 19Q: 3 clusters Score -182590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182591.421875 Penalty: 3603.653076
	Iteration 20F: 3 clusters Score -182591.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -182591.921875 Penalty: 3603.653076
	Iteration 21Q: 3 clusters Score -182591.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -182591.921875 Penalty: 3603.653076
	Iteration 22F: 3 clusters Score -182591.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -80047.835938 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -80047.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78455.625000 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -78455.62 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79422.078125 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -79422.08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80218.367188 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -80218.37 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -80510.078125 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -80510.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -80672.656250 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -80672.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -80827.523438 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -80827.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -80962.460938 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -80962.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -81160.906250 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -81160.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -81291.101562 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -81291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81295.851562 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -81295.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -81307.851562 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -81307.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -81355.406250 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -81355.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -81365.320312 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -81365.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81366.468750 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -81366.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81366.468750 Penalty: 3293.378418
	Iteration 14F: 3 clusters Score -81366.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18765 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 46144 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186786 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 41102 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39251 members 
Mstep: Class 15 contains 25673 members 
Mstep: Class 16 contains 67863 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79903 members 
Mstep: Class 19 contains 192093 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 191 members 
Mstep: Class 22 contains 38190 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 198201 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 574 members 
Entering Unmasked Estep 
Score: -133228056.000000 Penalty: 99558.382812
Splitting cluster 21 changes total score from -133228336.000000 to -133228056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (38190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Entering Unmasked Estep 
Score: -5139035.000000 Penalty: 2616.481689
	Iteration 0F: 2 clusters Score -5139035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -5113225.500000 Penalty: 5232.963379
	Iteration 0F: 3 clusters Score -5113226 nChanged 17422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5122697.000000 Penalty: 5232.963379
	Iteration 1F: 3 clusters Score -5122697 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -5123185.500000 Penalty: 5232.963379
	Iteration 2Q: 3 clusters Score -5123186 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5123677.500000 Penalty: 5232.963379
	Iteration 3Q: 3 clusters Score -5123678 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -5124176.500000 Penalty: 5232.963379
	Iteration 4Q: 3 clusters Score -5124176 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -5124657.000000 Penalty: 5232.963379
	Iteration 5Q: 3 clusters Score -5124657 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -5125216.000000 Penalty: 5232.963379
	Iteration 6Q: 3 clusters Score -5125216 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -5125917.500000 Penalty: 5232.963379
	Iteration 7Q: 3 clusters Score -5125918 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5126790.000000 Penalty: 5232.963379
	Iteration 8Q: 3 clusters Score -5126790 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5127779.500000 Penalty: 5232.963379
	Iteration 9F: 3 clusters Score -5127780 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -5128880.000000 Penalty: 5232.963379
	Iteration 10F: 3 clusters Score -5128880 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -5130043.000000 Penalty: 5232.963379
	Iteration 11F: 3 clusters Score -5130043 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -5131191.000000 Penalty: 5232.963379
	Iteration 12Q: 3 clusters Score -5131191 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -5132174.000000 Penalty: 5232.963379
	Iteration 13Q: 3 clusters Score -5132174 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -5133050.500000 Penalty: 5232.963379
	Iteration 14Q: 3 clusters Score -5133050 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -5133659.500000 Penalty: 5232.963379
	Iteration 15Q: 3 clusters Score -5133660 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -5134108.500000 Penalty: 5232.963379
	Iteration 16Q: 3 clusters Score -5134108 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -5134435.000000 Penalty: 5232.963379
	Iteration 17Q: 3 clusters Score -5134435 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -5134694.000000 Penalty: 5232.963379
	Iteration 18Q: 3 clusters Score -5134694 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -5134907.500000 Penalty: 5232.963379
	Iteration 19Q: 3 clusters Score -5134908 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -5135123.000000 Penalty: 5232.963379
	Iteration 20F: 3 clusters Score -5135123 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -5135386.000000 Penalty: 5232.963379
	Iteration 21Q: 3 clusters Score -5135386 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -5135613.500000 Penalty: 5232.963379
	Iteration 22Q: 3 clusters Score -5135614 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -5135810.000000 Penalty: 5232.963379
	Iteration 23Q: 3 clusters Score -5135810 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5136030.500000 Penalty: 5232.963379
	Iteration 24Q: 3 clusters Score -5136030 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5136250.000000 Penalty: 5232.963379
	Iteration 25Q: 3 clusters Score -5136250 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5136441.000000 Penalty: 5232.963379
	Iteration 26Q: 3 clusters Score -5136441 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5136613.500000 Penalty: 5232.963379
	Iteration 27Q: 3 clusters Score -5136614 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5136739.000000 Penalty: 5232.963379
	Iteration 28Q: 3 clusters Score -5136739 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5136839.000000 Penalty: 5232.963379
	Iteration 29Q: 3 clusters Score -5136839 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5136915.000000 Penalty: 5232.963379
	Iteration 30Q: 3 clusters Score -5136915 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5136968.000000 Penalty: 5232.963379
	Iteration 31Q: 3 clusters Score -5136968 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5137039.000000 Penalty: 5232.963379
	Iteration 32Q: 3 clusters Score -5137039 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5137098.000000 Penalty: 5232.963379
	Iteration 33Q: 3 clusters Score -5137098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5137129.500000 Penalty: 5232.963379
	Iteration 34Q: 3 clusters Score -5137130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5137143.000000 Penalty: 5232.963379
	Iteration 35Q: 3 clusters Score -5137143 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5137164.500000 Penalty: 5232.963379
	Iteration 36Q: 3 clusters Score -5137164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5137179.500000 Penalty: 5232.963379
	Iteration 37Q: 3 clusters Score -5137180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5137192.000000 Penalty: 5232.963379
	Iteration 38Q: 3 clusters Score -5137192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5137196.000000 Penalty: 5232.963379
	Iteration 39Q: 3 clusters Score -5137196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5137196.000000 Penalty: 5232.963379
	Iteration 40F: 3 clusters Score -5137196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5137210.500000 Penalty: 5232.963379
	Iteration 41Q: 3 clusters Score -5137210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5137216.000000 Penalty: 5232.963379
	Iteration 42Q: 3 clusters Score -5137216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5137227.500000 Penalty: 5232.963379
	Iteration 43Q: 3 clusters Score -5137228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5137226.500000 Penalty: 5232.963379
	Iteration 44Q: 3 clusters Score -5137226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5137233.000000 Penalty: 5232.963379
	Iteration 45Q: 3 clusters Score -5137233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5137231.000000 Penalty: 5232.963379
	Iteration 46Q: 3 clusters Score -5137231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5137231.000000 Penalty: 5232.963379
	Iteration 47Q: 3 clusters Score -5137231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5137225.500000 Penalty: 5232.963379
	Iteration 48Q: 3 clusters Score -5137226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5137226.500000 Penalty: 5232.963379
	Iteration 49Q: 3 clusters Score -5137226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5137217.500000 Penalty: 5232.963379
	Iteration 50Q: 3 clusters Score -5137218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5137226.000000 Penalty: 5232.963379
	Iteration 51Q: 3 clusters Score -5137226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5137232.500000 Penalty: 5232.963379
	Iteration 52Q: 3 clusters Score -5137232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5137230.500000 Penalty: 5232.963379
	Iteration 53Q: 3 clusters Score -5137230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5137228.000000 Penalty: 5232.963379
	Iteration 54Q: 3 clusters Score -5137228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5137234.500000 Penalty: 5232.963379
	Iteration 55Q: 3 clusters Score -5137234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5137230.000000 Penalty: 5232.963379
	Iteration 56Q: 3 clusters Score -5137230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5137233.000000 Penalty: 5232.963379
	Iteration 57Q: 3 clusters Score -5137233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5137236.500000 Penalty: 5232.963379
	Iteration 58Q: 3 clusters Score -5137236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5137242.000000 Penalty: 5232.963379
	Iteration 59Q: 3 clusters Score -5137242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5137242.500000 Penalty: 5232.963379
	Iteration 60F: 3 clusters Score -5137242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5137238.500000 Penalty: 5232.963379
	Iteration 61Q: 3 clusters Score -5137238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5137237.000000 Penalty: 5232.963379
	Iteration 62Q: 3 clusters Score -5137237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5137251.000000 Penalty: 5232.963379
	Iteration 63Q: 3 clusters Score -5137251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5137256.500000 Penalty: 5232.963379
	Iteration 64Q: 3 clusters Score -5137256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5137263.000000 Penalty: 5232.963379
	Iteration 65Q: 3 clusters Score -5137263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5137261.000000 Penalty: 5232.963379
	Iteration 66Q: 3 clusters Score -5137261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5137256.500000 Penalty: 5232.963379
	Iteration 67Q: 3 clusters Score -5137256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5137257.000000 Penalty: 5232.963379
	Iteration 68Q: 3 clusters Score -5137257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5137267.000000 Penalty: 5232.963379
	Iteration 69Q: 3 clusters Score -5137267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5137270.000000 Penalty: 5232.963379
	Iteration 70Q: 3 clusters Score -5137270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5137267.500000 Penalty: 5232.963379
	Iteration 71Q: 3 clusters Score -5137268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5137272.500000 Penalty: 5232.963379
	Iteration 72Q: 3 clusters Score -5137272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5137267.000000 Penalty: 5232.963379
	Iteration 73Q: 3 clusters Score -5137267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5137264.000000 Penalty: 5232.963379
	Iteration 74Q: 3 clusters Score -5137264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5137267.000000 Penalty: 5232.963379
	Iteration 75Q: 3 clusters Score -5137267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5137267.000000 Penalty: 5232.963379
	Iteration 76F: 3 clusters Score -5137267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -85976.453125 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -85976.45 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 318 members 
Entering Unmasked Estep 
Score: -84301.445312 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -84301.45 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84523.007812 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -84523.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84575.320312 Penalty: 3227.609619
	Iteration 2Q: 3 clusters Score -84575.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84599.312500 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -84599.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84609.062500 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -84609.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84622.164062 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -84622.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84630.390625 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -84630.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84635.531250 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -84635.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84636.117188 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -84636.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84636.117188 Penalty: 3227.609619
	Iteration 9F: 3 clusters Score -84636.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Entering Unmasked Estep 
Score: -1655765.000000 Penalty: 2341.263428
	Iteration 0F: 2 clusters Score -1655765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1646408.750000 Penalty: 4682.526855
	Iteration 0F: 3 clusters Score -1646409 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1649182.250000 Penalty: 4682.526855
	Iteration 1F: 3 clusters Score -1649182 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1649445.625000 Penalty: 4682.526855
	Iteration 2F: 3 clusters Score -1649446 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1649651.000000 Penalty: 4682.526855
	Iteration 3Q: 3 clusters Score -1649651 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1649793.500000 Penalty: 4682.526855
	Iteration 4Q: 3 clusters Score -1649794 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1649900.000000 Penalty: 4682.526855
	Iteration 5Q: 3 clusters Score -1649900 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1649984.625000 Penalty: 4682.526855
	Iteration 6Q: 3 clusters Score -1649985 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1650047.625000 Penalty: 4682.526855
	Iteration 7Q: 3 clusters Score -1650048 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1650106.875000 Penalty: 4682.526855
	Iteration 8Q: 3 clusters Score -1650107 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1650176.375000 Penalty: 4682.526855
	Iteration 9Q: 3 clusters Score -1650176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1650242.500000 Penalty: 4682.526855
	Iteration 10Q: 3 clusters Score -1650242 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1650311.250000 Penalty: 4682.526855
	Iteration 11Q: 3 clusters Score -1650311 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1650388.250000 Penalty: 4682.526855
	Iteration 12Q: 3 clusters Score -1650388 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1650478.125000 Penalty: 4682.526855
	Iteration 13Q: 3 clusters Score -1650478 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1650588.250000 Penalty: 4682.526855
	Iteration 14Q: 3 clusters Score -1650588 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1650746.000000 Penalty: 4682.526855
	Iteration 15Q: 3 clusters Score -1650746 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1650938.875000 Penalty: 4682.526855
	Iteration 16Q: 3 clusters Score -1650939 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1651167.625000 Penalty: 4682.526855
	Iteration 17Q: 3 clusters Score -1651168 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1651454.125000 Penalty: 4682.526855
	Iteration 18Q: 3 clusters Score -1651454 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1651851.750000 Penalty: 4682.526855
	Iteration 19Q: 3 clusters Score -1651852 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1652289.000000 Penalty: 4682.526855
	Iteration 20F: 3 clusters Score -1652289 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1652689.500000 Penalty: 4682.526855
	Iteration 21Q: 3 clusters Score -1652690 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1653014.250000 Penalty: 4682.526855
	Iteration 22Q: 3 clusters Score -1653014 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1653207.500000 Penalty: 4682.526855
	Iteration 23Q: 3 clusters Score -1653208 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1653357.500000 Penalty: 4682.526855
	Iteration 24Q: 3 clusters Score -1653358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1653451.000000 Penalty: 4682.526855
	Iteration 25Q: 3 clusters Score -1653451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1653510.375000 Penalty: 4682.526855
	Iteration 26Q: 3 clusters Score -1653510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1653560.750000 Penalty: 4682.526855
	Iteration 27Q: 3 clusters Score -1653561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1653616.000000 Penalty: 4682.526855
	Iteration 28Q: 3 clusters Score -1653616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1653645.375000 Penalty: 4682.526855
	Iteration 29Q: 3 clusters Score -1653645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1653664.000000 Penalty: 4682.526855
	Iteration 30Q: 3 clusters Score -1653664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1653675.500000 Penalty: 4682.526855
	Iteration 31Q: 3 clusters Score -1653676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1653686.500000 Penalty: 4682.526855
	Iteration 32Q: 3 clusters Score -1653686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1653693.250000 Penalty: 4682.526855
	Iteration 33Q: 3 clusters Score -1653693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1653706.875000 Penalty: 4682.526855
	Iteration 34Q: 3 clusters Score -1653707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1653712.125000 Penalty: 4682.526855
	Iteration 35Q: 3 clusters Score -1653712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1653716.750000 Penalty: 4682.526855
	Iteration 36Q: 3 clusters Score -1653717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1653722.125000 Penalty: 4682.526855
	Iteration 37Q: 3 clusters Score -1653722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1653729.125000 Penalty: 4682.526855
	Iteration 38Q: 3 clusters Score -1653729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1653731.625000 Penalty: 4682.526855
	Iteration 39Q: 3 clusters Score -1653732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1653732.750000 Penalty: 4682.526855
	Iteration 40F: 3 clusters Score -1653733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1653734.250000 Penalty: 4682.526855
	Iteration 41Q: 3 clusters Score -1653734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1653734.000000 Penalty: 4682.526855
	Iteration 42Q: 3 clusters Score -1653734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1653734.000000 Penalty: 4682.526855
	Iteration 43F: 3 clusters Score -1653734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74219.382812 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74219.38 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74870.484375 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74870.48 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75176.039062 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -75176.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75371.093750 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75371.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75485.109375 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -75485.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75629.492188 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -75629.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75691.000000 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -75691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75788.023438 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -75788.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75951.554688 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -75951.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76138.656250 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -76138.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76274.460938 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -76274.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76331.570312 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -76331.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76342.242188 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -76342.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76345.132812 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -76345.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76349.585938 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -76349.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76352.617188 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -76352.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76352.617188 Penalty: 3261.237549
	Iteration 16F: 3 clusters Score -76352.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18765 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 46144 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186786 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 41102 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39251 members 
Mstep: Class 15 contains 25673 members 
Mstep: Class 16 contains 67863 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79903 members 
Mstep: Class 19 contains 192093 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38190 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 198201 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 268 members 
Entering Unmasked Estep 
Score: -133227184.000000 Penalty: 99558.382812
Splitting cluster 25 changes total score from -133228336.000000 to -133227184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Entering Unmasked Estep 
Score: -536751.125000 Penalty: 2070.848145
	Iteration 0F: 2 clusters Score -536751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -532753.375000 Penalty: 4141.696289
	Iteration 0F: 3 clusters Score -532753.4 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -533778.875000 Penalty: 4141.696289
	Iteration 1F: 3 clusters Score -533778.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -534099.875000 Penalty: 4141.696289
	Iteration 2F: 3 clusters Score -534099.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -534362.062500 Penalty: 4141.696289
	Iteration 3F: 3 clusters Score -534362.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -534592.750000 Penalty: 4141.696289
	Iteration 4F: 3 clusters Score -534592.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -534762.687500 Penalty: 4141.696289
	Iteration 5Q: 3 clusters Score -534762.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -534919.750000 Penalty: 4141.696289
	Iteration 6Q: 3 clusters Score -534919.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -535091.312500 Penalty: 4141.696289
	Iteration 7Q: 3 clusters Score -535091.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -535275.687500 Penalty: 4141.696289
	Iteration 8Q: 3 clusters Score -535275.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -535439.437500 Penalty: 4141.696289
	Iteration 9Q: 3 clusters Score -535439.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -535612.125000 Penalty: 4141.696289
	Iteration 10Q: 3 clusters Score -535612.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -535785.625000 Penalty: 4141.696289
	Iteration 11Q: 3 clusters Score -535785.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -535915.375000 Penalty: 4141.696289
	Iteration 12Q: 3 clusters Score -535915.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -536004.625000 Penalty: 4141.696289
	Iteration 13Q: 3 clusters Score -536004.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -536085.812500 Penalty: 4141.696289
	Iteration 14Q: 3 clusters Score -536085.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -536141.625000 Penalty: 4141.696289
	Iteration 15Q: 3 clusters Score -536141.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -536183.625000 Penalty: 4141.696289
	Iteration 16Q: 3 clusters Score -536183.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -536212.187500 Penalty: 4141.696289
	Iteration 17Q: 3 clusters Score -536212.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -536228.312500 Penalty: 4141.696289
	Iteration 18Q: 3 clusters Score -536228.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -536241.625000 Penalty: 4141.696289
	Iteration 19Q: 3 clusters Score -536241.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -536264.250000 Penalty: 4141.696289
	Iteration 20F: 3 clusters Score -536264.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -536281.312500 Penalty: 4141.696289
	Iteration 21Q: 3 clusters Score -536281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -536294.687500 Penalty: 4141.696289
	Iteration 22Q: 3 clusters Score -536294.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -536313.812500 Penalty: 4141.696289
	Iteration 23Q: 3 clusters Score -536313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -536328.687500 Penalty: 4141.696289
	Iteration 24Q: 3 clusters Score -536328.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -536337.875000 Penalty: 4141.696289
	Iteration 25Q: 3 clusters Score -536337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -536343.000000 Penalty: 4141.696289
	Iteration 26Q: 3 clusters Score -536343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -536345.687500 Penalty: 4141.696289
	Iteration 27Q: 3 clusters Score -536345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -536346.562500 Penalty: 4141.696289
	Iteration 28Q: 3 clusters Score -536346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -536347.562500 Penalty: 4141.696289
	Iteration 29Q: 3 clusters Score -536347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -536347.687500 Penalty: 4141.696289
	Iteration 30Q: 3 clusters Score -536347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -536350.687500 Penalty: 4141.696289
	Iteration 31Q: 3 clusters Score -536350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -536351.750000 Penalty: 4141.696289
	Iteration 32Q: 3 clusters Score -536351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -536355.875000 Penalty: 4141.696289
	Iteration 33Q: 3 clusters Score -536355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -536355.875000 Penalty: 4141.696289
	Iteration 34F: 3 clusters Score -536355.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (198201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198201 members 
Entering Unmasked Estep 
Score: -26313612.000000 Penalty: 3024.865234
	Iteration 0F: 2 clusters Score -2.631361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -26186602.000000 Penalty: 6049.730469
	Iteration 0F: 3 clusters Score -2.61866e+07 nChanged 95280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102849 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -26242054.000000 Penalty: 6049.730469
	Iteration 1F: 3 clusters Score -2.624205e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -26243030.000000 Penalty: 6049.730469
	Iteration 2Q: 3 clusters Score -2.624303e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -26244544.000000 Penalty: 6049.730469
	Iteration 3Q: 3 clusters Score -2.624454e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114544 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -26246890.000000 Penalty: 6049.730469
	Iteration 4Q: 3 clusters Score -2.624689e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122940 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -26251286.000000 Penalty: 6049.730469
	Iteration 5Q: 3 clusters Score -2.625129e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -26259012.000000 Penalty: 6049.730469
	Iteration 6F: 3 clusters Score -2.625901e+07 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149362 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -26271096.000000 Penalty: 6049.730469
	Iteration 7F: 3 clusters Score -2.62711e+07 nChanged 15859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165019 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -26285832.000000 Penalty: 6049.730469
	Iteration 8F: 3 clusters Score -2.628583e+07 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177733 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -26297168.000000 Penalty: 6049.730469
	Iteration 9F: 3 clusters Score -2.629717e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185568 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -26303806.000000 Penalty: 6049.730469
	Iteration 10Q: 3 clusters Score -2.630381e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189701 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -26307282.000000 Penalty: 6049.730469
	Iteration 11Q: 3 clusters Score -2.630728e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192001 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -26308890.000000 Penalty: 6049.730469
	Iteration 12Q: 3 clusters Score -2.630889e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193394 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -26309734.000000 Penalty: 6049.730469
	Iteration 13Q: 3 clusters Score -2.630973e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194254 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -26310082.000000 Penalty: 6049.730469
	Iteration 14Q: 3 clusters Score -2.631008e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194850 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -26310502.000000 Penalty: 6049.730469
	Iteration 15Q: 3 clusters Score -2.63105e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195267 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -26310650.000000 Penalty: 6049.730469
	Iteration 16Q: 3 clusters Score -2.631065e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195600 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -26310676.000000 Penalty: 6049.730469
	Iteration 17Q: 3 clusters Score -2.631068e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195841 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -26310756.000000 Penalty: 6049.730469
	Iteration 18Q: 3 clusters Score -2.631076e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196016 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -26310824.000000 Penalty: 6049.730469
	Iteration 19Q: 3 clusters Score -2.631082e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196152 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -26310876.000000 Penalty: 6049.730469
	Iteration 20F: 3 clusters Score -2.631088e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196247 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -26310874.000000 Penalty: 6049.730469
	Iteration 21Q: 3 clusters Score -2.631087e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196336 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -26310920.000000 Penalty: 6049.730469
	Iteration 22Q: 3 clusters Score -2.631092e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196405 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -26310958.000000 Penalty: 6049.730469
	Iteration 23Q: 3 clusters Score -2.631096e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196467 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -26310980.000000 Penalty: 6049.730469
	Iteration 24Q: 3 clusters Score -2.631098e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196520 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -26311006.000000 Penalty: 6049.730469
	Iteration 25Q: 3 clusters Score -2.631101e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196563 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -26311004.000000 Penalty: 6049.730469
	Iteration 26Q: 3 clusters Score -2.6311e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196604 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -26311008.000000 Penalty: 6049.730469
	Iteration 27Q: 3 clusters Score -2.631101e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196646 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -26311044.000000 Penalty: 6049.730469
	Iteration 28Q: 3 clusters Score -2.631104e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196671 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -26311090.000000 Penalty: 6049.730469
	Iteration 29Q: 3 clusters Score -2.631109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196699 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -26311090.000000 Penalty: 6049.730469
	Iteration 30Q: 3 clusters Score -2.631109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196729 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -26311110.000000 Penalty: 6049.730469
	Iteration 31Q: 3 clusters Score -2.631111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196752 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -26311114.000000 Penalty: 6049.730469
	Iteration 32Q: 3 clusters Score -2.631111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196773 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -26311132.000000 Penalty: 6049.730469
	Iteration 33Q: 3 clusters Score -2.631113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196788 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -26311128.000000 Penalty: 6049.730469
	Iteration 34Q: 3 clusters Score -2.631113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196805 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -26311138.000000 Penalty: 6049.730469
	Iteration 35Q: 3 clusters Score -2.631114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196815 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -26311146.000000 Penalty: 6049.730469
	Iteration 36Q: 3 clusters Score -2.631115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196825 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -26311146.000000 Penalty: 6049.730469
	Iteration 37Q: 3 clusters Score -2.631115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196834 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -26311158.000000 Penalty: 6049.730469
	Iteration 38Q: 3 clusters Score -2.631116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196843 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -26311154.000000 Penalty: 6049.730469
	Iteration 39Q: 3 clusters Score -2.631115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196854 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -26311132.000000 Penalty: 6049.730469
	Iteration 40F: 3 clusters Score -2.631113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196863 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -26311144.000000 Penalty: 6049.730469
	Iteration 41Q: 3 clusters Score -2.631114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196879 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -26311148.000000 Penalty: 6049.730469
	Iteration 42Q: 3 clusters Score -2.631115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196890 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -26311190.000000 Penalty: 6049.730469
	Iteration 43Q: 3 clusters Score -2.631119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196893 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -26311164.000000 Penalty: 6049.730469
	Iteration 44Q: 3 clusters Score -2.631116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196897 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -26311156.000000 Penalty: 6049.730469
	Iteration 45Q: 3 clusters Score -2.631116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196903 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -26311162.000000 Penalty: 6049.730469
	Iteration 46Q: 3 clusters Score -2.631116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196910 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -26311184.000000 Penalty: 6049.730469
	Iteration 47Q: 3 clusters Score -2.631118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196921 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -26311206.000000 Penalty: 6049.730469
	Iteration 48Q: 3 clusters Score -2.631121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196924 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -26311192.000000 Penalty: 6049.730469
	Iteration 49Q: 3 clusters Score -2.631119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196928 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -26311206.000000 Penalty: 6049.730469
	Iteration 50Q: 3 clusters Score -2.631121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196934 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -26311204.000000 Penalty: 6049.730469
	Iteration 51Q: 3 clusters Score -2.63112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196941 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -26311192.000000 Penalty: 6049.730469
	Iteration 52Q: 3 clusters Score -2.631119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196944 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -26311196.000000 Penalty: 6049.730469
	Iteration 53Q: 3 clusters Score -2.63112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196951 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -26311184.000000 Penalty: 6049.730469
	Iteration 54Q: 3 clusters Score -2.631118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196954 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -26311182.000000 Penalty: 6049.730469
	Iteration 55Q: 3 clusters Score -2.631118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196959 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -26311188.000000 Penalty: 6049.730469
	Iteration 56Q: 3 clusters Score -2.631119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196963 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -26311186.000000 Penalty: 6049.730469
	Iteration 57Q: 3 clusters Score -2.631119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196966 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -26311172.000000 Penalty: 6049.730469
	Iteration 58Q: 3 clusters Score -2.631117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196968 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -26311170.000000 Penalty: 6049.730469
	Iteration 59Q: 3 clusters Score -2.631117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196968 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -26311178.000000 Penalty: 6049.730469
	Iteration 60F: 3 clusters Score -2.631118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196968 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -26311172.000000 Penalty: 6049.730469
	Iteration 61Q: 3 clusters Score -2.631117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196968 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -26311174.000000 Penalty: 6049.730469
	Iteration 62Q: 3 clusters Score -2.631117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196968 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -26311174.000000 Penalty: 6049.730469
	Iteration 63F: 3 clusters Score -2.631117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -225540.296875 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -225540.3 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 902 members 
Entering Unmasked Estep 
Score: -223063.968750 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -223064 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -223458.343750 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -223458.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -223550.531250 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -223550.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -223604.859375 Penalty: 3699.832031
	Iteration 3Q: 3 clusters Score -223604.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -223639.156250 Penalty: 3699.832031
	Iteration 4Q: 3 clusters Score -223639.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -223661.843750 Penalty: 3699.832031
	Iteration 5Q: 3 clusters Score -223661.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223681.578125 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -223681.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -223694.859375 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -223694.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -223703.640625 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -223703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -223712.046875 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -223712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -223717.718750 Penalty: 3699.832031
	Iteration 10Q: 3 clusters Score -223717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -223722.093750 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -223722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -223731.078125 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -223731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -223736.312500 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -223736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223739.296875 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -223739.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -223741.156250 Penalty: 3699.832031
	Iteration 15Q: 3 clusters Score -223741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -223741.875000 Penalty: 3699.832031
	Iteration 16Q: 3 clusters Score -223741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223743.000000 Penalty: 3699.832031
	Iteration 17Q: 3 clusters Score -223743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223744.406250 Penalty: 3699.832031
	Iteration 18Q: 3 clusters Score -223744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -223747.734375 Penalty: 3699.832031
	Iteration 19Q: 3 clusters Score -223747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -223749.453125 Penalty: 3699.832031
	Iteration 20F: 3 clusters Score -223749.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -223753.218750 Penalty: 3699.832031
	Iteration 21Q: 3 clusters Score -223753.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -223757.921875 Penalty: 3699.832031
	Iteration 22Q: 3 clusters Score -223757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -223763.109375 Penalty: 3699.832031
	Iteration 23Q: 3 clusters Score -223763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -223768.359375 Penalty: 3699.832031
	Iteration 24Q: 3 clusters Score -223768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223772.406250 Penalty: 3699.832031
	Iteration 25Q: 3 clusters Score -223772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223776.312500 Penalty: 3699.832031
	Iteration 26Q: 3 clusters Score -223776.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223778.718750 Penalty: 3699.832031
	Iteration 27Q: 3 clusters Score -223778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -223780.859375 Penalty: 3699.832031
	Iteration 28Q: 3 clusters Score -223780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -223782.406250 Penalty: 3699.832031
	Iteration 29Q: 3 clusters Score -223782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -223782.406250 Penalty: 3699.832031
	Iteration 30F: 3 clusters Score -223782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18765 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 46144 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186786 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 41102 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39251 members 
Mstep: Class 15 contains 25673 members 
Mstep: Class 16 contains 67863 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79903 members 
Mstep: Class 19 contains 192093 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38190 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 198201 members 
Mstep: Class 28 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228400.000000 Penalty: 96125.335938
Iteration 239Q: 29 clusters Score -1.332284e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 18778 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 46123 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186741 members 
Mstep: Class 10 contains 11416 members 
Mstep: Class 11 contains 41113 members 
Mstep: Class 12 contains 6622 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39255 members 
Mstep: Class 15 contains 25680 members 
Mstep: Class 16 contains 67893 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79857 members 
Mstep: Class 19 contains 192091 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38199 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12591 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4232 members 
Mstep: Class 27 contains 198205 members 
Mstep: Class 28 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228280.000000 Penalty: 96125.335938
Iteration 240F: 29 clusters Score -1.332283e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 18794 members 
Mstep: Class 3 contains 23377 members 
Mstep: Class 4 contains 46105 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 2731 members 
Mstep: Class 7 contains 18948 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186721 members 
Mstep: Class 10 contains 11416 members 
Mstep: Class 11 contains 41121 members 
Mstep: Class 12 contains 6621 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39259 members 
Mstep: Class 15 contains 25686 members 
Mstep: Class 16 contains 67934 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79816 members 
Mstep: Class 19 contains 192083 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38213 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12595 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4233 members 
Mstep: Class 27 contains 198165 members 
Mstep: Class 28 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228520.000000 Penalty: 96125.335938
Iteration 241Q: 29 clusters Score -1.332285e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 18805 members 
Mstep: Class 3 contains 23407 members 
Mstep: Class 4 contains 46081 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 18956 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186717 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 41121 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39257 members 
Mstep: Class 15 contains 25688 members 
Mstep: Class 16 contains 67965 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79775 members 
Mstep: Class 19 contains 192079 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38233 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4233 members 
Mstep: Class 27 contains 198140 members 
Mstep: Class 28 contains 1741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228776.000000 Penalty: 96125.335938
Iteration 242Q: 29 clusters Score -1.332288e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 18821 members 
Mstep: Class 3 contains 23441 members 
Mstep: Class 4 contains 46062 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 18959 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186702 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41114 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39258 members 
Mstep: Class 15 contains 25701 members 
Mstep: Class 16 contains 67998 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79733 members 
Mstep: Class 19 contains 192084 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38249 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4230 members 
Mstep: Class 27 contains 198107 members 
Mstep: Class 28 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228904.000000 Penalty: 96125.335938
Iteration 243Q: 29 clusters Score -1.332289e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 18842 members 
Mstep: Class 3 contains 23478 members 
Mstep: Class 4 contains 46050 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 18963 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186679 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41121 members 
Mstep: Class 12 contains 6617 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39257 members 
Mstep: Class 15 contains 25702 members 
Mstep: Class 16 contains 68035 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79707 members 
Mstep: Class 19 contains 192086 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38271 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12604 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4229 members 
Mstep: Class 27 contains 198048 members 
Mstep: Class 28 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228992.000000 Penalty: 96125.335938
Iteration 244Q: 29 clusters Score -1.33229e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 18865 members 
Mstep: Class 3 contains 23503 members 
Mstep: Class 4 contains 46045 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2722 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186649 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 41116 members 
Mstep: Class 12 contains 6613 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39256 members 
Mstep: Class 15 contains 25709 members 
Mstep: Class 16 contains 68075 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79692 members 
Mstep: Class 19 contains 192089 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38289 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12607 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4229 members 
Mstep: Class 27 contains 197992 members 
Mstep: Class 28 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229304.000000 Penalty: 96125.335938
Iteration 245Q: 29 clusters Score -1.332293e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 18879 members 
Mstep: Class 3 contains 23524 members 
Mstep: Class 4 contains 46039 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 18970 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186648 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41121 members 
Mstep: Class 12 contains 6611 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39255 members 
Mstep: Class 15 contains 25712 members 
Mstep: Class 16 contains 68081 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79678 members 
Mstep: Class 19 contains 192091 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38307 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12607 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 197949 members 
Mstep: Class 28 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229400.000000 Penalty: 96125.335938
Iteration 246Q: 29 clusters Score -1.332294e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 18901 members 
Mstep: Class 3 contains 23543 members 
Mstep: Class 4 contains 46032 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 18973 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186638 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41117 members 
Mstep: Class 12 contains 6606 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39262 members 
Mstep: Class 15 contains 25709 members 
Mstep: Class 16 contains 68102 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79654 members 
Mstep: Class 19 contains 192087 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38321 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12613 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 197915 members 
Mstep: Class 28 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229152.000000 Penalty: 96125.335938
Iteration 247Q: 29 clusters Score -1.332292e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 18925 members 
Mstep: Class 3 contains 23562 members 
Mstep: Class 4 contains 46023 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 18975 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186595 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41110 members 
Mstep: Class 12 contains 6606 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39261 members 
Mstep: Class 15 contains 25715 members 
Mstep: Class 16 contains 68132 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79639 members 
Mstep: Class 19 contains 192090 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38334 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 197886 members 
Mstep: Class 28 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229408.000000 Penalty: 96125.335938
Iteration 248Q: 29 clusters Score -1.332294e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 18947 members 
Mstep: Class 3 contains 23580 members 
Mstep: Class 4 contains 46010 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2716 members 
Mstep: Class 7 contains 18979 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186579 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41099 members 
Mstep: Class 12 contains 6603 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39261 members 
Mstep: Class 15 contains 25724 members 
Mstep: Class 16 contains 68152 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79608 members 
Mstep: Class 19 contains 192093 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38347 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12625 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 197867 members 
Mstep: Class 28 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229304.000000 Penalty: 96125.335938
Iteration 249Q: 29 clusters Score -1.332293e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 18969 members 
Mstep: Class 3 contains 23597 members 
Mstep: Class 4 contains 45992 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2714 members 
Mstep: Class 7 contains 18986 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186561 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41103 members 
Mstep: Class 12 contains 6600 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39269 members 
Mstep: Class 15 contains 25730 members 
Mstep: Class 16 contains 68180 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79581 members 
Mstep: Class 19 contains 192100 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38366 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12623 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4226 members 
Mstep: Class 27 contains 197821 members 
Mstep: Class 28 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229328.000000 Penalty: 96125.335938
Iteration 250Q: 29 clusters Score -1.332293e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 23610 members 
Mstep: Class 4 contains 45984 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 2713 members 
Mstep: Class 7 contains 18994 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186539 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41107 members 
Mstep: Class 12 contains 6597 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39273 members 
Mstep: Class 15 contains 25736 members 
Mstep: Class 16 contains 68203 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79567 members 
Mstep: Class 19 contains 192105 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38375 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12623 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 197767 members 
Mstep: Class 28 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229360.000000 Penalty: 96125.335938
Iteration 251Q: 29 clusters Score -1.332294e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 23622 members 
Mstep: Class 4 contains 45976 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 2711 members 
Mstep: Class 7 contains 18999 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186503 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41104 members 
Mstep: Class 12 contains 6597 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39279 members 
Mstep: Class 15 contains 25740 members 
Mstep: Class 16 contains 68228 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79555 members 
Mstep: Class 19 contains 192105 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38375 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12625 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 197744 members 
Mstep: Class 28 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229288.000000 Penalty: 96125.335938
Iteration 252Q: 29 clusters Score -1.332293e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 19055 members 
Mstep: Class 3 contains 23629 members 
Mstep: Class 4 contains 45969 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19008 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186488 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41103 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39284 members 
Mstep: Class 15 contains 25749 members 
Mstep: Class 16 contains 68242 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79536 members 
Mstep: Class 19 contains 192108 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38372 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12626 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 197725 members 
Mstep: Class 28 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229392.000000 Penalty: 96125.335938
Iteration 253Q: 29 clusters Score -1.332294e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 19075 members 
Mstep: Class 3 contains 23638 members 
Mstep: Class 4 contains 45958 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19015 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186485 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41102 members 
Mstep: Class 12 contains 6592 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39286 members 
Mstep: Class 15 contains 25758 members 
Mstep: Class 16 contains 68272 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79522 members 
Mstep: Class 19 contains 192108 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38379 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12625 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4226 members 
Mstep: Class 27 contains 197676 members 
Mstep: Class 28 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229496.000000 Penalty: 96125.335938
Iteration 254Q: 29 clusters Score -1.332295e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 19096 members 
Mstep: Class 3 contains 23639 members 
Mstep: Class 4 contains 45951 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19020 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186483 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 11 contains 41101 members 
Mstep: Class 12 contains 6590 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39286 members 
Mstep: Class 15 contains 25766 members 
Mstep: Class 16 contains 68306 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79509 members 
Mstep: Class 19 contains 192108 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38381 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12625 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 197636 members 
Mstep: Class 28 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229440.000000 Penalty: 96125.335938
Iteration 255Q: 29 clusters Score -1.332294e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 19118 members 
Mstep: Class 3 contains 23647 members 
Mstep: Class 4 contains 45944 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19022 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186455 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 41108 members 
Mstep: Class 12 contains 6589 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39286 members 
Mstep: Class 15 contains 25776 members 
Mstep: Class 16 contains 68342 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79502 members 
Mstep: Class 19 contains 192107 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38391 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12624 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4222 members 
Mstep: Class 27 contains 197596 members 
Mstep: Class 28 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229608.000000 Penalty: 96125.335938
Iteration 256Q: 29 clusters Score -1.332296e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 19122 members 
Mstep: Class 3 contains 23649 members 
Mstep: Class 4 contains 45939 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19021 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186460 members 
Mstep: Class 10 contains 11412 members 
Mstep: Class 11 contains 41107 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39284 members 
Mstep: Class 15 contains 25791 members 
Mstep: Class 16 contains 68385 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79494 members 
Mstep: Class 19 contains 192106 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38396 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12626 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197546 members 
Mstep: Class 28 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229656.000000 Penalty: 96125.335938
Iteration 257Q: 29 clusters Score -1.332297e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 19133 members 
Mstep: Class 3 contains 23659 members 
Mstep: Class 4 contains 45930 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186442 members 
Mstep: Class 10 contains 11410 members 
Mstep: Class 11 contains 41111 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39287 members 
Mstep: Class 15 contains 25801 members 
Mstep: Class 16 contains 68415 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79485 members 
Mstep: Class 19 contains 192103 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38405 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12628 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197507 members 
Mstep: Class 28 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229696.000000 Penalty: 96125.335938
Iteration 258Q: 29 clusters Score -1.332297e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 19154 members 
Mstep: Class 3 contains 23659 members 
Mstep: Class 4 contains 45933 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19027 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186427 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 41126 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39289 members 
Mstep: Class 15 contains 25805 members 
Mstep: Class 16 contains 68443 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79464 members 
Mstep: Class 19 contains 192108 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38415 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12629 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197459 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229632.000000 Penalty: 96125.335938
Iteration 259Q: 29 clusters Score -1.332296e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 19174 members 
Mstep: Class 3 contains 23665 members 
Mstep: Class 4 contains 45936 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19028 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186402 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 41129 members 
Mstep: Class 12 contains 6587 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39290 members 
Mstep: Class 15 contains 25812 members 
Mstep: Class 16 contains 68473 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79450 members 
Mstep: Class 19 contains 192106 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38428 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12630 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197418 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229536.000000 Penalty: 96125.335938
Iteration 260F: 29 clusters Score -1.332295e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 19201 members 
Mstep: Class 3 contains 23679 members 
Mstep: Class 4 contains 45933 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186372 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 41129 members 
Mstep: Class 12 contains 6584 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 25820 members 
Mstep: Class 16 contains 68494 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79435 members 
Mstep: Class 19 contains 192099 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38439 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12630 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197390 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229640.000000 Penalty: 96125.335938
Iteration 261Q: 29 clusters Score -1.332296e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 19222 members 
Mstep: Class 3 contains 23688 members 
Mstep: Class 4 contains 45928 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19039 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186360 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 41130 members 
Mstep: Class 12 contains 6583 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39294 members 
Mstep: Class 15 contains 25826 members 
Mstep: Class 16 contains 68525 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79413 members 
Mstep: Class 19 contains 192097 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38451 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12631 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197344 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229656.000000 Penalty: 96125.335938
Iteration 262Q: 29 clusters Score -1.332297e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 19251 members 
Mstep: Class 3 contains 23693 members 
Mstep: Class 4 contains 45924 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186320 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 41137 members 
Mstep: Class 12 contains 6582 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 25839 members 
Mstep: Class 16 contains 68543 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79403 members 
Mstep: Class 19 contains 192094 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38456 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197320 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229600.000000 Penalty: 96125.335938
Iteration 263Q: 29 clusters Score -1.332296e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 19283 members 
Mstep: Class 3 contains 23695 members 
Mstep: Class 4 contains 45919 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19052 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186289 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 41137 members 
Mstep: Class 12 contains 6580 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 25844 members 
Mstep: Class 16 contains 68554 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79385 members 
Mstep: Class 19 contains 192093 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38461 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12633 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197306 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229704.000000 Penalty: 96125.335938
Iteration 264Q: 29 clusters Score -1.332297e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 19306 members 
Mstep: Class 3 contains 23699 members 
Mstep: Class 4 contains 45917 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19056 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186283 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 41139 members 
Mstep: Class 12 contains 6580 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39302 members 
Mstep: Class 15 contains 25846 members 
Mstep: Class 16 contains 68560 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79362 members 
Mstep: Class 19 contains 192094 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38474 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12634 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197280 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229544.000000 Penalty: 96125.335938
Iteration 265Q: 29 clusters Score -1.332295e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 19326 members 
Mstep: Class 3 contains 23710 members 
Mstep: Class 4 contains 45914 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19061 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186256 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 41144 members 
Mstep: Class 12 contains 6579 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39304 members 
Mstep: Class 15 contains 25848 members 
Mstep: Class 16 contains 68560 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79350 members 
Mstep: Class 19 contains 192095 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38481 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12635 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197274 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229416.000000 Penalty: 96125.335938
Iteration 266Q: 29 clusters Score -1.332294e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 19344 members 
Mstep: Class 3 contains 23718 members 
Mstep: Class 4 contains 45915 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19068 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186217 members 
Mstep: Class 10 contains 11407 members 
Mstep: Class 11 contains 41154 members 
Mstep: Class 12 contains 6579 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39309 members 
Mstep: Class 15 contains 25848 members 
Mstep: Class 16 contains 68571 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 192092 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38491 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12634 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197263 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229520.000000 Penalty: 96125.335938
Iteration 267Q: 29 clusters Score -1.332295e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 19361 members 
Mstep: Class 3 contains 23725 members 
Mstep: Class 4 contains 45916 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186195 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41164 members 
Mstep: Class 12 contains 6579 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39308 members 
Mstep: Class 15 contains 25849 members 
Mstep: Class 16 contains 68580 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79321 members 
Mstep: Class 19 contains 192092 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38497 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12634 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197247 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229560.000000 Penalty: 96125.335938
Iteration 268Q: 29 clusters Score -1.332296e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 19383 members 
Mstep: Class 3 contains 23737 members 
Mstep: Class 4 contains 45911 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186172 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41173 members 
Mstep: Class 12 contains 6579 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39309 members 
Mstep: Class 15 contains 25849 members 
Mstep: Class 16 contains 68589 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79304 members 
Mstep: Class 19 contains 192090 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38507 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12636 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 197227 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229496.000000 Penalty: 96125.335938
Iteration 269Q: 29 clusters Score -1.332295e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 19416 members 
Mstep: Class 3 contains 23747 members 
Mstep: Class 4 contains 45905 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19078 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186158 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41178 members 
Mstep: Class 12 contains 6579 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39309 members 
Mstep: Class 15 contains 25847 members 
Mstep: Class 16 contains 68586 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79292 members 
Mstep: Class 19 contains 192090 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38514 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12637 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 197205 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229640.000000 Penalty: 96125.335938
Iteration 270Q: 29 clusters Score -1.332296e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 19441 members 
Mstep: Class 3 contains 23749 members 
Mstep: Class 4 contains 45901 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19083 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186136 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41184 members 
Mstep: Class 12 contains 6579 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39312 members 
Mstep: Class 15 contains 25850 members 
Mstep: Class 16 contains 68600 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79274 members 
Mstep: Class 19 contains 192090 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38524 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197182 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229656.000000 Penalty: 96125.335938
Iteration 271Q: 29 clusters Score -1.332297e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 19467 members 
Mstep: Class 3 contains 23762 members 
Mstep: Class 4 contains 45895 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19085 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186099 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41188 members 
Mstep: Class 12 contains 6578 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25855 members 
Mstep: Class 16 contains 68611 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79256 members 
Mstep: Class 19 contains 192095 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38536 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197164 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229712.000000 Penalty: 96125.335938
Iteration 272Q: 29 clusters Score -1.332297e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 19493 members 
Mstep: Class 3 contains 23769 members 
Mstep: Class 4 contains 45891 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186047 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25861 members 
Mstep: Class 16 contains 68622 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79240 members 
Mstep: Class 19 contains 192092 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38537 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12640 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197177 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229672.000000 Penalty: 96125.335938
Iteration 273Q: 29 clusters Score -1.332297e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 19514 members 
Mstep: Class 3 contains 23776 members 
Mstep: Class 4 contains 45886 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19089 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186023 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41210 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39317 members 
Mstep: Class 15 contains 25859 members 
Mstep: Class 16 contains 68635 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79217 members 
Mstep: Class 19 contains 192092 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197170 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229632.000000 Penalty: 96125.335938
Iteration 274Q: 29 clusters Score -1.332296e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 19537 members 
Mstep: Class 3 contains 23777 members 
Mstep: Class 4 contains 45878 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 186008 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41219 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39314 members 
Mstep: Class 15 contains 25861 members 
Mstep: Class 16 contains 68633 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79205 members 
Mstep: Class 19 contains 192089 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38548 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12641 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229704.000000 Penalty: 96125.335938
Iteration 275Q: 29 clusters Score -1.332297e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19555 members 
Mstep: Class 3 contains 23779 members 
Mstep: Class 4 contains 45878 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185985 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41226 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25859 members 
Mstep: Class 16 contains 68634 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79186 members 
Mstep: Class 19 contains 192086 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38551 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197179 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229664.000000 Penalty: 96125.335938
Iteration 276Q: 29 clusters Score -1.332297e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19570 members 
Mstep: Class 3 contains 23785 members 
Mstep: Class 4 contains 45879 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185977 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41232 members 
Mstep: Class 12 contains 6575 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39317 members 
Mstep: Class 15 contains 25864 members 
Mstep: Class 16 contains 68638 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79165 members 
Mstep: Class 19 contains 192083 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38555 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229824.000000 Penalty: 96125.335938
Iteration 277Q: 29 clusters Score -1.332298e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19598 members 
Mstep: Class 3 contains 23787 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185965 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41236 members 
Mstep: Class 12 contains 6575 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39313 members 
Mstep: Class 15 contains 25865 members 
Mstep: Class 16 contains 68645 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79150 members 
Mstep: Class 19 contains 192081 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38558 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 197163 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229768.000000 Penalty: 96125.335938
Iteration 278Q: 29 clusters Score -1.332298e+08 nChanged 239
Entering ConstructFrom: 
Score: -133229768.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -683592.875000 Penalty: 2130.061035
	Iteration 0F: 2 clusters Score -683592.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -678844.812500 Penalty: 4260.122070
	Iteration 0F: 3 clusters Score -678844.8 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -680053.625000 Penalty: 4260.122070
	Iteration 1F: 3 clusters Score -680053.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -680406.750000 Penalty: 4260.122070
	Iteration 2F: 3 clusters Score -680406.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -680700.062500 Penalty: 4260.122070
	Iteration 3F: 3 clusters Score -680700.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -681001.187500 Penalty: 4260.122070
	Iteration 4F: 3 clusters Score -681001.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -681274.062500 Penalty: 4260.122070
	Iteration 5F: 3 clusters Score -681274.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -681489.750000 Penalty: 4260.122070
	Iteration 6F: 3 clusters Score -681489.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -681679.875000 Penalty: 4260.122070
	Iteration 7Q: 3 clusters Score -681679.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -681837.500000 Penalty: 4260.122070
	Iteration 8Q: 3 clusters Score -681837.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -681949.062500 Penalty: 4260.122070
	Iteration 9Q: 3 clusters Score -681949.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -682031.187500 Penalty: 4260.122070
	Iteration 10Q: 3 clusters Score -682031.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -682101.250000 Penalty: 4260.122070
	Iteration 11Q: 3 clusters Score -682101.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -682150.562500 Penalty: 4260.122070
	Iteration 12Q: 3 clusters Score -682150.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -682183.125000 Penalty: 4260.122070
	Iteration 13Q: 3 clusters Score -682183.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -682208.812500 Penalty: 4260.122070
	Iteration 14Q: 3 clusters Score -682208.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -682227.812500 Penalty: 4260.122070
	Iteration 15Q: 3 clusters Score -682227.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -682245.937500 Penalty: 4260.122070
	Iteration 16Q: 3 clusters Score -682245.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -682255.687500 Penalty: 4260.122070
	Iteration 17Q: 3 clusters Score -682255.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -682265.437500 Penalty: 4260.122070
	Iteration 18Q: 3 clusters Score -682265.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -682274.250000 Penalty: 4260.122070
	Iteration 19Q: 3 clusters Score -682274.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -682286.250000 Penalty: 4260.122070
	Iteration 20F: 3 clusters Score -682286.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -682290.187500 Penalty: 4260.122070
	Iteration 21Q: 3 clusters Score -682290.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -682294.937500 Penalty: 4260.122070
	Iteration 22Q: 3 clusters Score -682294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -682298.437500 Penalty: 4260.122070
	Iteration 23Q: 3 clusters Score -682298.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -682302.000000 Penalty: 4260.122070
	Iteration 24Q: 3 clusters Score -682302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -682304.250000 Penalty: 4260.122070
	Iteration 25Q: 3 clusters Score -682304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -682305.187500 Penalty: 4260.122070
	Iteration 26Q: 3 clusters Score -682305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -682308.187500 Penalty: 4260.122070
	Iteration 27Q: 3 clusters Score -682308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -682308.750000 Penalty: 4260.122070
	Iteration 28Q: 3 clusters Score -682308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -682311.000000 Penalty: 4260.122070
	Iteration 29Q: 3 clusters Score -682311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -682312.437500 Penalty: 4260.122070
	Iteration 30Q: 3 clusters Score -682312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -682313.750000 Penalty: 4260.122070
	Iteration 31Q: 3 clusters Score -682313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -682314.750000 Penalty: 4260.122070
	Iteration 32Q: 3 clusters Score -682314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -682315.125000 Penalty: 4260.122070
	Iteration 33Q: 3 clusters Score -682315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -682316.250000 Penalty: 4260.122070
	Iteration 34Q: 3 clusters Score -682316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -682315.562500 Penalty: 4260.122070
	Iteration 35Q: 3 clusters Score -682315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -682316.750000 Penalty: 4260.122070
	Iteration 36Q: 3 clusters Score -682316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -682316.750000 Penalty: 4260.122070
	Iteration 37F: 3 clusters Score -682316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Entering Unmasked Estep 
Score: -2637254.500000 Penalty: 2451.395996
	Iteration 0F: 2 clusters Score -2637254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2623428.000000 Penalty: 4902.791992
	Iteration 0F: 3 clusters Score -2623428 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2627983.250000 Penalty: 4902.791992
	Iteration 1F: 3 clusters Score -2627983 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2628415.250000 Penalty: 4902.791992
	Iteration 2F: 3 clusters Score -2628415 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2628843.000000 Penalty: 4902.791992
	Iteration 3F: 3 clusters Score -2628843 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2629359.750000 Penalty: 4902.791992
	Iteration 4F: 3 clusters Score -2629360 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2630208.500000 Penalty: 4902.791992
	Iteration 5F: 3 clusters Score -2630208 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2631719.750000 Penalty: 4902.791992
	Iteration 6F: 3 clusters Score -2631720 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2633907.750000 Penalty: 4902.791992
	Iteration 7F: 3 clusters Score -2633908 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2636015.500000 Penalty: 4902.791992
	Iteration 8F: 3 clusters Score -2636016 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2637076.500000 Penalty: 4902.791992
	Iteration 9F: 3 clusters Score -2637076 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2637514.000000 Penalty: 4902.791992
	Iteration 10Q: 3 clusters Score -2637514 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2637710.250000 Penalty: 4902.791992
	Iteration 11Q: 3 clusters Score -2637710 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2637791.000000 Penalty: 4902.791992
	Iteration 12Q: 3 clusters Score -2637791 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2637833.500000 Penalty: 4902.791992
	Iteration 13Q: 3 clusters Score -2637834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2637862.000000 Penalty: 4902.791992
	Iteration 14Q: 3 clusters Score -2637862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2637873.500000 Penalty: 4902.791992
	Iteration 15Q: 3 clusters Score -2637874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2637881.500000 Penalty: 4902.791992
	Iteration 16Q: 3 clusters Score -2637882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2637891.750000 Penalty: 4902.791992
	Iteration 17Q: 3 clusters Score -2637892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2637891.250000 Penalty: 4902.791992
	Iteration 18Q: 3 clusters Score -2637891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2637895.000000 Penalty: 4902.791992
	Iteration 19Q: 3 clusters Score -2637895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2637899.000000 Penalty: 4902.791992
	Iteration 20F: 3 clusters Score -2637899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2637897.000000 Penalty: 4902.791992
	Iteration 21Q: 3 clusters Score -2637897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2637902.250000 Penalty: 4902.791992
	Iteration 22Q: 3 clusters Score -2637902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2637896.750000 Penalty: 4902.791992
	Iteration 23Q: 3 clusters Score -2637897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2637904.250000 Penalty: 4902.791992
	Iteration 24Q: 3 clusters Score -2637904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2637902.750000 Penalty: 4902.791992
	Iteration 25Q: 3 clusters Score -2637903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2637903.250000 Penalty: 4902.791992
	Iteration 26Q: 3 clusters Score -2637903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2637903.250000 Penalty: 4902.791992
	Iteration 27F: 3 clusters Score -2637903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 18264 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185917 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41238 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 19 contains 192079 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38567 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 1363 members 
Entering Unmasked Estep 
Score: -133229656.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133229768.000000 to -133229656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Entering Unmasked Estep 
Score: -3210795.750000 Penalty: 2499.153076
	Iteration 0F: 2 clusters Score -3210796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3194293.750000 Penalty: 4998.306152
	Iteration 0F: 3 clusters Score -3194294 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3199901.250000 Penalty: 4998.306152
	Iteration 1F: 3 clusters Score -3199901 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3200374.000000 Penalty: 4998.306152
	Iteration 2F: 3 clusters Score -3200374 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3200824.500000 Penalty: 4998.306152
	Iteration 3Q: 3 clusters Score -3200824 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3201343.000000 Penalty: 4998.306152
	Iteration 4Q: 3 clusters Score -3201343 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3202019.750000 Penalty: 4998.306152
	Iteration 5F: 3 clusters Score -3202020 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3202984.250000 Penalty: 4998.306152
	Iteration 6F: 3 clusters Score -3202984 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3204172.500000 Penalty: 4998.306152
	Iteration 7F: 3 clusters Score -3204172 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3205531.250000 Penalty: 4998.306152
	Iteration 8F: 3 clusters Score -3205531 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3206663.000000 Penalty: 4998.306152
	Iteration 9F: 3 clusters Score -3206663 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3207463.250000 Penalty: 4998.306152
	Iteration 10Q: 3 clusters Score -3207463 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3207950.750000 Penalty: 4998.306152
	Iteration 11Q: 3 clusters Score -3207951 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3208220.250000 Penalty: 4998.306152
	Iteration 12Q: 3 clusters Score -3208220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3208373.750000 Penalty: 4998.306152
	Iteration 13Q: 3 clusters Score -3208374 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3208473.500000 Penalty: 4998.306152
	Iteration 14Q: 3 clusters Score -3208474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3208526.750000 Penalty: 4998.306152
	Iteration 15Q: 3 clusters Score -3208527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3208561.250000 Penalty: 4998.306152
	Iteration 16Q: 3 clusters Score -3208561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3208572.250000 Penalty: 4998.306152
	Iteration 17Q: 3 clusters Score -3208572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3208591.250000 Penalty: 4998.306152
	Iteration 18Q: 3 clusters Score -3208591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3208609.250000 Penalty: 4998.306152
	Iteration 19Q: 3 clusters Score -3208609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3208624.500000 Penalty: 4998.306152
	Iteration 20F: 3 clusters Score -3208624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3208631.000000 Penalty: 4998.306152
	Iteration 21Q: 3 clusters Score -3208631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3208635.750000 Penalty: 4998.306152
	Iteration 22Q: 3 clusters Score -3208636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3208637.750000 Penalty: 4998.306152
	Iteration 23Q: 3 clusters Score -3208638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3208641.750000 Penalty: 4998.306152
	Iteration 24Q: 3 clusters Score -3208642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3208645.750000 Penalty: 4998.306152
	Iteration 25Q: 3 clusters Score -3208646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3208652.500000 Penalty: 4998.306152
	Iteration 26Q: 3 clusters Score -3208652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3208659.500000 Penalty: 4998.306152
	Iteration 27Q: 3 clusters Score -3208660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3208663.750000 Penalty: 4998.306152
	Iteration 28Q: 3 clusters Score -3208664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3208672.500000 Penalty: 4998.306152
	Iteration 29Q: 3 clusters Score -3208672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3208674.750000 Penalty: 4998.306152
	Iteration 30Q: 3 clusters Score -3208675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3208676.500000 Penalty: 4998.306152
	Iteration 31Q: 3 clusters Score -3208676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3208688.250000 Penalty: 4998.306152
	Iteration 32Q: 3 clusters Score -3208688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3208693.000000 Penalty: 4998.306152
	Iteration 33Q: 3 clusters Score -3208693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3208698.500000 Penalty: 4998.306152
	Iteration 34Q: 3 clusters Score -3208698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3208701.250000 Penalty: 4998.306152
	Iteration 35Q: 3 clusters Score -3208701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3208704.250000 Penalty: 4998.306152
	Iteration 36Q: 3 clusters Score -3208704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3208703.250000 Penalty: 4998.306152
	Iteration 37Q: 3 clusters Score -3208703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3208706.000000 Penalty: 4998.306152
	Iteration 38Q: 3 clusters Score -3208706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3208706.750000 Penalty: 4998.306152
	Iteration 39Q: 3 clusters Score -3208707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3208703.000000 Penalty: 4998.306152
	Iteration 40F: 3 clusters Score -3208703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3208703.000000 Penalty: 4998.306152
	Iteration 41Q: 3 clusters Score -3208703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3208705.000000 Penalty: 4998.306152
	Iteration 42Q: 3 clusters Score -3208705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3208710.000000 Penalty: 4998.306152
	Iteration 43Q: 3 clusters Score -3208710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3208714.500000 Penalty: 4998.306152
	Iteration 44Q: 3 clusters Score -3208714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3208712.000000 Penalty: 4998.306152
	Iteration 45Q: 3 clusters Score -3208712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3208712.250000 Penalty: 4998.306152
	Iteration 46Q: 3 clusters Score -3208712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3208715.000000 Penalty: 4998.306152
	Iteration 47Q: 3 clusters Score -3208715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3208718.500000 Penalty: 4998.306152
	Iteration 48Q: 3 clusters Score -3208718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3208718.500000 Penalty: 4998.306152
	Iteration 49F: 3 clusters Score -3208718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Entering Unmasked Estep 
Score: -5968051.500000 Penalty: 2661.946289
	Iteration 0F: 2 clusters Score -5968052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5936967.000000 Penalty: 5323.892578
	Iteration 0F: 3 clusters Score -5936967 nChanged 21066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -5948762.000000 Penalty: 5323.892578
	Iteration 1F: 3 clusters Score -5948762 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -5949397.500000 Penalty: 5323.892578
	Iteration 2Q: 3 clusters Score -5949398 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5950127.000000 Penalty: 5323.892578
	Iteration 3Q: 3 clusters Score -5950127 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5951176.000000 Penalty: 5323.892578
	Iteration 4Q: 3 clusters Score -5951176 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5952701.000000 Penalty: 5323.892578
	Iteration 5F: 3 clusters Score -5952701 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -5955085.500000 Penalty: 5323.892578
	Iteration 6F: 3 clusters Score -5955086 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -5958114.000000 Penalty: 5323.892578
	Iteration 7F: 3 clusters Score -5958114 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5961167.000000 Penalty: 5323.892578
	Iteration 8F: 3 clusters Score -5961167 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5963508.000000 Penalty: 5323.892578
	Iteration 9F: 3 clusters Score -5963508 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -5964809.000000 Penalty: 5323.892578
	Iteration 10Q: 3 clusters Score -5964809 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -5965306.500000 Penalty: 5323.892578
	Iteration 11Q: 3 clusters Score -5965306 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -5965518.500000 Penalty: 5323.892578
	Iteration 12Q: 3 clusters Score -5965518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -5965638.000000 Penalty: 5323.892578
	Iteration 13Q: 3 clusters Score -5965638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -5965669.000000 Penalty: 5323.892578
	Iteration 14Q: 3 clusters Score -5965669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -5965686.000000 Penalty: 5323.892578
	Iteration 15Q: 3 clusters Score -5965686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -5965706.500000 Penalty: 5323.892578
	Iteration 16Q: 3 clusters Score -5965706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -5965707.500000 Penalty: 5323.892578
	Iteration 17Q: 3 clusters Score -5965708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5965706.000000 Penalty: 5323.892578
	Iteration 18Q: 3 clusters Score -5965706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -5965714.000000 Penalty: 5323.892578
	Iteration 19Q: 3 clusters Score -5965714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -5965720.500000 Penalty: 5323.892578
	Iteration 20F: 3 clusters Score -5965720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -5965726.500000 Penalty: 5323.892578
	Iteration 21Q: 3 clusters Score -5965726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5965733.500000 Penalty: 5323.892578
	Iteration 22Q: 3 clusters Score -5965734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -5965737.000000 Penalty: 5323.892578
	Iteration 23Q: 3 clusters Score -5965737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -5965742.000000 Penalty: 5323.892578
	Iteration 24Q: 3 clusters Score -5965742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -5965744.000000 Penalty: 5323.892578
	Iteration 25Q: 3 clusters Score -5965744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -5965744.500000 Penalty: 5323.892578
	Iteration 26Q: 3 clusters Score -5965744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -5965743.500000 Penalty: 5323.892578
	Iteration 27Q: 3 clusters Score -5965744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -5965750.500000 Penalty: 5323.892578
	Iteration 28Q: 3 clusters Score -5965750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -5965747.500000 Penalty: 5323.892578
	Iteration 29Q: 3 clusters Score -5965748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -5965755.500000 Penalty: 5323.892578
	Iteration 30Q: 3 clusters Score -5965756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -5965755.000000 Penalty: 5323.892578
	Iteration 31Q: 3 clusters Score -5965755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -5965755.000000 Penalty: 5323.892578
	Iteration 32F: 3 clusters Score -5965755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -198878.281250 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -198878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196611.031250 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -196611 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -197579.500000 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -197579.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198051.640625 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -198051.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -198322.468750 Penalty: 3680.012695
	Iteration 3F: 3 clusters Score -198322.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -198522.687500 Penalty: 3680.012695
	Iteration 4F: 3 clusters Score -198522.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -198682.812500 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -198682.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -198766.718750 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -198766.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -198806.203125 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -198806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -198835.031250 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -198835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -198852.390625 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -198852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -198855.812500 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -198855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -198860.546875 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -198860.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -198860.546875 Penalty: 3680.012695
	Iteration 12F: 3 clusters Score -198860.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -307311.843750 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -307311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -304286.406250 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -304286.4 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -304866.250000 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -304866.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -305028.968750 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -305029 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -305136.781250 Penalty: 3920.550293
	Iteration 3Q: 3 clusters Score -305136.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -305200.562500 Penalty: 3920.550293
	Iteration 4Q: 3 clusters Score -305200.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -305243.468750 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -305243.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -305288.875000 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -305288.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -305318.437500 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -305318.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -305356.468750 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -305356.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -305380.593750 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -305380.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -305410.968750 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -305411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -305432.000000 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -305432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -305453.218750 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -305453.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -305475.593750 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -305475.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -305498.750000 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -305498.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -305517.187500 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -305517.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -305529.437500 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -305529.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -305546.437500 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -305546.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -305564.406250 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -305564.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -305585.250000 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -305585.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -305599.156250 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -305599.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -305611.500000 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -305611.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -305624.968750 Penalty: 3920.550293
	Iteration 22Q: 3 clusters Score -305625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -305640.031250 Penalty: 3920.550293
	Iteration 23Q: 3 clusters Score -305640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -305653.156250 Penalty: 3920.550293
	Iteration 24Q: 3 clusters Score -305653.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -305666.718750 Penalty: 3920.550293
	Iteration 25Q: 3 clusters Score -305666.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -305676.000000 Penalty: 3920.550293
	Iteration 26Q: 3 clusters Score -305676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -305679.906250 Penalty: 3920.550293
	Iteration 27Q: 3 clusters Score -305679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -305684.562500 Penalty: 3920.550293
	Iteration 28Q: 3 clusters Score -305684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -305688.093750 Penalty: 3920.550293
	Iteration 29Q: 3 clusters Score -305688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -305691.218750 Penalty: 3920.550293
	Iteration 30Q: 3 clusters Score -305691.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -305695.000000 Penalty: 3920.550293
	Iteration 31Q: 3 clusters Score -305695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -305699.812500 Penalty: 3920.550293
	Iteration 32Q: 3 clusters Score -305699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -305705.250000 Penalty: 3920.550293
	Iteration 33Q: 3 clusters Score -305705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -305707.687500 Penalty: 3920.550293
	Iteration 34Q: 3 clusters Score -305707.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -305714.343750 Penalty: 3920.550293
	Iteration 35Q: 3 clusters Score -305714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -305717.687500 Penalty: 3920.550293
	Iteration 36Q: 3 clusters Score -305717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -305726.281250 Penalty: 3920.550293
	Iteration 37Q: 3 clusters Score -305726.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -305734.218750 Penalty: 3920.550293
	Iteration 38Q: 3 clusters Score -305734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -305738.156250 Penalty: 3920.550293
	Iteration 39Q: 3 clusters Score -305738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -305743.906250 Penalty: 3920.550293
	Iteration 40F: 3 clusters Score -305743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -305750.000000 Penalty: 3920.550293
	Iteration 41Q: 3 clusters Score -305750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -305754.812500 Penalty: 3920.550293
	Iteration 42Q: 3 clusters Score -305754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -305756.406250 Penalty: 3920.550293
	Iteration 43Q: 3 clusters Score -305756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -305759.375000 Penalty: 3920.550293
	Iteration 44Q: 3 clusters Score -305759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -305762.562500 Penalty: 3920.550293
	Iteration 45Q: 3 clusters Score -305762.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -305766.875000 Penalty: 3920.550293
	Iteration 46Q: 3 clusters Score -305766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -305767.718750 Penalty: 3920.550293
	Iteration 47Q: 3 clusters Score -305767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -305767.718750 Penalty: 3920.550293
	Iteration 48Q: 3 clusters Score -305767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -305770.343750 Penalty: 3920.550293
	Iteration 49Q: 3 clusters Score -305770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -305773.500000 Penalty: 3920.550293
	Iteration 50Q: 3 clusters Score -305773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -305773.500000 Penalty: 3920.550293
	Iteration 51Q: 3 clusters Score -305773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -305774.625000 Penalty: 3920.550293
	Iteration 52Q: 3 clusters Score -305774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -305774.531250 Penalty: 3920.550293
	Iteration 53Q: 3 clusters Score -305774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -305774.531250 Penalty: 3920.550293
	Iteration 54F: 3 clusters Score -305774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Entering Unmasked Estep 
Score: -2572424.500000 Penalty: 2444.593994
	Iteration 0F: 2 clusters Score -2572424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2559018.000000 Penalty: 4889.187988
	Iteration 0F: 3 clusters Score -2559018 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2563630.000000 Penalty: 4889.187988
	Iteration 1F: 3 clusters Score -2563630 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2564242.000000 Penalty: 4889.187988
	Iteration 2F: 3 clusters Score -2564242 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2564856.250000 Penalty: 4889.187988
	Iteration 3F: 3 clusters Score -2564856 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2565543.000000 Penalty: 4889.187988
	Iteration 4F: 3 clusters Score -2565543 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2566375.500000 Penalty: 4889.187988
	Iteration 5F: 3 clusters Score -2566376 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2567399.750000 Penalty: 4889.187988
	Iteration 6F: 3 clusters Score -2567400 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2568547.000000 Penalty: 4889.187988
	Iteration 7F: 3 clusters Score -2568547 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2569635.500000 Penalty: 4889.187988
	Iteration 8F: 3 clusters Score -2569636 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2570398.000000 Penalty: 4889.187988
	Iteration 9Q: 3 clusters Score -2570398 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2570850.750000 Penalty: 4889.187988
	Iteration 10Q: 3 clusters Score -2570851 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2571140.250000 Penalty: 4889.187988
	Iteration 11Q: 3 clusters Score -2571140 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2571317.250000 Penalty: 4889.187988
	Iteration 12Q: 3 clusters Score -2571317 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2571439.250000 Penalty: 4889.187988
	Iteration 13Q: 3 clusters Score -2571439 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2571499.250000 Penalty: 4889.187988
	Iteration 14Q: 3 clusters Score -2571499 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2571549.500000 Penalty: 4889.187988
	Iteration 15Q: 3 clusters Score -2571550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2571569.000000 Penalty: 4889.187988
	Iteration 16Q: 3 clusters Score -2571569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2571581.250000 Penalty: 4889.187988
	Iteration 17Q: 3 clusters Score -2571581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2571594.000000 Penalty: 4889.187988
	Iteration 18Q: 3 clusters Score -2571594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2571604.250000 Penalty: 4889.187988
	Iteration 19Q: 3 clusters Score -2571604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2571611.250000 Penalty: 4889.187988
	Iteration 20F: 3 clusters Score -2571611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2571614.250000 Penalty: 4889.187988
	Iteration 21Q: 3 clusters Score -2571614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2571617.750000 Penalty: 4889.187988
	Iteration 22Q: 3 clusters Score -2571618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2571621.750000 Penalty: 4889.187988
	Iteration 23Q: 3 clusters Score -2571622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2571625.250000 Penalty: 4889.187988
	Iteration 24Q: 3 clusters Score -2571625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2571625.250000 Penalty: 4889.187988
	Iteration 25Q: 3 clusters Score -2571625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2571628.750000 Penalty: 4889.187988
	Iteration 26Q: 3 clusters Score -2571629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2571626.000000 Penalty: 4889.187988
	Iteration 27Q: 3 clusters Score -2571626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2571627.250000 Penalty: 4889.187988
	Iteration 28Q: 3 clusters Score -2571627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2571627.250000 Penalty: 4889.187988
	Iteration 29F: 3 clusters Score -2571627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -20272.490234 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -20272.49 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 112 members 
Entering Unmasked Estep 
Score: -19209.996094 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -19210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19303.998047 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -19304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19323.505859 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -19323.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19324.773438 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -19324.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19324.773438 Penalty: 2697.287354
	Iteration 4F: 3 clusters Score -19324.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (185917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185917 members 
Entering Unmasked Estep 
Score: -24689486.000000 Penalty: 3008.997803
	Iteration 0F: 2 clusters Score -2.468949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92841 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -24567064.000000 Penalty: 6017.995605
	Iteration 0F: 3 clusters Score -2.456706e+07 nChanged 89163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -24619484.000000 Penalty: 6017.995605
	Iteration 1F: 3 clusters Score -2.461948e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90646 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -24620612.000000 Penalty: 6017.995605
	Iteration 2Q: 3 clusters Score -2.462061e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 96641 members 
Entering Unmasked Estep 
Score: -24622208.000000 Penalty: 6017.995605
	Iteration 3Q: 3 clusters Score -2.462221e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -24624242.000000 Penalty: 6017.995605
	Iteration 4Q: 3 clusters Score -2.462424e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -24627156.000000 Penalty: 6017.995605
	Iteration 5Q: 3 clusters Score -2.462716e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -24631794.000000 Penalty: 6017.995605
	Iteration 6Q: 3 clusters Score -2.463179e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -24638784.000000 Penalty: 6017.995605
	Iteration 7F: 3 clusters Score -2.463878e+07 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 122141 members 
Entering Unmasked Estep 
Score: -24648136.000000 Penalty: 6017.995605
	Iteration 8F: 3 clusters Score -2.464814e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 131734 members 
Entering Unmasked Estep 
Score: -24659466.000000 Penalty: 6017.995605
	Iteration 9F: 3 clusters Score -2.465947e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 140164 members 
Entering Unmasked Estep 
Score: -24669278.000000 Penalty: 6017.995605
	Iteration 10F: 3 clusters Score -2.466928e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 146117 members 
Entering Unmasked Estep 
Score: -24675366.000000 Penalty: 6017.995605
	Iteration 11Q: 3 clusters Score -2.467537e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 150413 members 
Entering Unmasked Estep 
Score: -24678316.000000 Penalty: 6017.995605
	Iteration 12Q: 3 clusters Score -2.467832e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 153768 members 
Entering Unmasked Estep 
Score: -24679974.000000 Penalty: 6017.995605
	Iteration 13Q: 3 clusters Score -2.467997e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 156626 members 
Entering Unmasked Estep 
Score: -24681152.000000 Penalty: 6017.995605
	Iteration 14Q: 3 clusters Score -2.468115e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -24682250.000000 Penalty: 6017.995605
	Iteration 15Q: 3 clusters Score -2.468225e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 161656 members 
Entering Unmasked Estep 
Score: -24683004.000000 Penalty: 6017.995605
	Iteration 16Q: 3 clusters Score -2.4683e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 163834 members 
Entering Unmasked Estep 
Score: -24683558.000000 Penalty: 6017.995605
	Iteration 17Q: 3 clusters Score -2.468356e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 165826 members 
Entering Unmasked Estep 
Score: -24684204.000000 Penalty: 6017.995605
	Iteration 18Q: 3 clusters Score -2.46842e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -24684676.000000 Penalty: 6017.995605
	Iteration 19Q: 3 clusters Score -2.468468e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 169515 members 
Entering Unmasked Estep 
Score: -24685222.000000 Penalty: 6017.995605
	Iteration 20F: 3 clusters Score -2.468522e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 171209 members 
Entering Unmasked Estep 
Score: -24685784.000000 Penalty: 6017.995605
	Iteration 21Q: 3 clusters Score -2.468578e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -24686240.000000 Penalty: 6017.995605
	Iteration 22Q: 3 clusters Score -2.468624e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 174112 members 
Entering Unmasked Estep 
Score: -24686528.000000 Penalty: 6017.995605
	Iteration 23Q: 3 clusters Score -2.468653e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 175385 members 
Entering Unmasked Estep 
Score: -24686916.000000 Penalty: 6017.995605
	Iteration 24Q: 3 clusters Score -2.468692e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 176500 members 
Entering Unmasked Estep 
Score: -24687114.000000 Penalty: 6017.995605
	Iteration 25Q: 3 clusters Score -2.468711e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 177479 members 
Entering Unmasked Estep 
Score: -24687338.000000 Penalty: 6017.995605
	Iteration 26Q: 3 clusters Score -2.468734e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 178309 members 
Entering Unmasked Estep 
Score: -24687524.000000 Penalty: 6017.995605
	Iteration 27Q: 3 clusters Score -2.468752e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 179019 members 
Entering Unmasked Estep 
Score: -24687608.000000 Penalty: 6017.995605
	Iteration 28Q: 3 clusters Score -2.468761e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 179606 members 
Entering Unmasked Estep 
Score: -24687666.000000 Penalty: 6017.995605
	Iteration 29Q: 3 clusters Score -2.468767e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 180130 members 
Entering Unmasked Estep 
Score: -24687804.000000 Penalty: 6017.995605
	Iteration 30Q: 3 clusters Score -2.46878e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 180606 members 
Entering Unmasked Estep 
Score: -24687830.000000 Penalty: 6017.995605
	Iteration 31Q: 3 clusters Score -2.468783e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 180983 members 
Entering Unmasked Estep 
Score: -24688004.000000 Penalty: 6017.995605
	Iteration 32Q: 3 clusters Score -2.4688e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 181258 members 
Entering Unmasked Estep 
Score: -24688102.000000 Penalty: 6017.995605
	Iteration 33Q: 3 clusters Score -2.46881e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 181485 members 
Entering Unmasked Estep 
Score: -24688148.000000 Penalty: 6017.995605
	Iteration 34Q: 3 clusters Score -2.468815e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 181683 members 
Entering Unmasked Estep 
Score: -24688194.000000 Penalty: 6017.995605
	Iteration 35Q: 3 clusters Score -2.468819e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 181846 members 
Entering Unmasked Estep 
Score: -24688194.000000 Penalty: 6017.995605
	Iteration 36Q: 3 clusters Score -2.468819e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 181985 members 
Entering Unmasked Estep 
Score: -24688204.000000 Penalty: 6017.995605
	Iteration 37Q: 3 clusters Score -2.46882e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 182094 members 
Entering Unmasked Estep 
Score: -24688234.000000 Penalty: 6017.995605
	Iteration 38Q: 3 clusters Score -2.468823e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 182206 members 
Entering Unmasked Estep 
Score: -24688172.000000 Penalty: 6017.995605
	Iteration 39Q: 3 clusters Score -2.468817e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 182301 members 
Entering Unmasked Estep 
Score: -24688154.000000 Penalty: 6017.995605
	Iteration 40F: 3 clusters Score -2.468815e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 182379 members 
Entering Unmasked Estep 
Score: -24688158.000000 Penalty: 6017.995605
	Iteration 41Q: 3 clusters Score -2.468816e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 182434 members 
Entering Unmasked Estep 
Score: -24688172.000000 Penalty: 6017.995605
	Iteration 42Q: 3 clusters Score -2.468817e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 182484 members 
Entering Unmasked Estep 
Score: -24688176.000000 Penalty: 6017.995605
	Iteration 43Q: 3 clusters Score -2.468818e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 182528 members 
Entering Unmasked Estep 
Score: -24688190.000000 Penalty: 6017.995605
	Iteration 44Q: 3 clusters Score -2.468819e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 182574 members 
Entering Unmasked Estep 
Score: -24688188.000000 Penalty: 6017.995605
	Iteration 45Q: 3 clusters Score -2.468819e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 182621 members 
Entering Unmasked Estep 
Score: -24688184.000000 Penalty: 6017.995605
	Iteration 46Q: 3 clusters Score -2.468818e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 182654 members 
Entering Unmasked Estep 
Score: -24688168.000000 Penalty: 6017.995605
	Iteration 47Q: 3 clusters Score -2.468817e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 182682 members 
Entering Unmasked Estep 
Score: -24688192.000000 Penalty: 6017.995605
	Iteration 48Q: 3 clusters Score -2.468819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 182710 members 
Entering Unmasked Estep 
Score: -24688200.000000 Penalty: 6017.995605
	Iteration 49Q: 3 clusters Score -2.46882e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 182726 members 
Entering Unmasked Estep 
Score: -24688200.000000 Penalty: 6017.995605
	Iteration 50Q: 3 clusters Score -2.46882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 182740 members 
Entering Unmasked Estep 
Score: -24688196.000000 Penalty: 6017.995605
	Iteration 51Q: 3 clusters Score -2.46882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 182749 members 
Entering Unmasked Estep 
Score: -24688180.000000 Penalty: 6017.995605
	Iteration 52Q: 3 clusters Score -2.468818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 182767 members 
Entering Unmasked Estep 
Score: -24688172.000000 Penalty: 6017.995605
	Iteration 53Q: 3 clusters Score -2.468817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 182779 members 
Entering Unmasked Estep 
Score: -24688180.000000 Penalty: 6017.995605
	Iteration 54Q: 3 clusters Score -2.468818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 182791 members 
Entering Unmasked Estep 
Score: -24688182.000000 Penalty: 6017.995605
	Iteration 55Q: 3 clusters Score -2.468818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 182797 members 
Entering Unmasked Estep 
Score: -24688186.000000 Penalty: 6017.995605
	Iteration 56Q: 3 clusters Score -2.468819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 182806 members 
Entering Unmasked Estep 
Score: -24688194.000000 Penalty: 6017.995605
	Iteration 57Q: 3 clusters Score -2.468819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 182813 members 
Entering Unmasked Estep 
Score: -24688186.000000 Penalty: 6017.995605
	Iteration 58Q: 3 clusters Score -2.468819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 182818 members 
Entering Unmasked Estep 
Score: -24688184.000000 Penalty: 6017.995605
	Iteration 59Q: 3 clusters Score -2.468818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 182824 members 
Entering Unmasked Estep 
Score: -24688176.000000 Penalty: 6017.995605
	Iteration 60F: 3 clusters Score -2.468818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 182827 members 
Entering Unmasked Estep 
Score: -24688186.000000 Penalty: 6017.995605
	Iteration 61Q: 3 clusters Score -2.468819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 182832 members 
Entering Unmasked Estep 
Score: -24688182.000000 Penalty: 6017.995605
	Iteration 62Q: 3 clusters Score -2.468818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 182837 members 
Entering Unmasked Estep 
Score: -24688198.000000 Penalty: 6017.995605
	Iteration 63Q: 3 clusters Score -2.46882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 182842 members 
Entering Unmasked Estep 
Score: -24688194.000000 Penalty: 6017.995605
	Iteration 64Q: 3 clusters Score -2.468819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 182848 members 
Entering Unmasked Estep 
Score: -24688188.000000 Penalty: 6017.995605
	Iteration 65Q: 3 clusters Score -2.468819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 182851 members 
Entering Unmasked Estep 
Score: -24688190.000000 Penalty: 6017.995605
	Iteration 66Q: 3 clusters Score -2.468819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 182854 members 
Entering Unmasked Estep 
Score: -24688176.000000 Penalty: 6017.995605
	Iteration 67Q: 3 clusters Score -2.468818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 182853 members 
Entering Unmasked Estep 
Score: -24688178.000000 Penalty: 6017.995605
	Iteration 68Q: 3 clusters Score -2.468818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 182854 members 
Entering Unmasked Estep 
Score: -24688178.000000 Penalty: 6017.995605
	Iteration 69Q: 3 clusters Score -2.468818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 182855 members 
Entering Unmasked Estep 
Score: -24688194.000000 Penalty: 6017.995605
	Iteration 70Q: 3 clusters Score -2.468819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 182856 members 
Entering Unmasked Estep 
Score: -24688186.000000 Penalty: 6017.995605
	Iteration 71Q: 3 clusters Score -2.468819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 182858 members 
Entering Unmasked Estep 
Score: -24688180.000000 Penalty: 6017.995605
	Iteration 72Q: 3 clusters Score -2.468818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 182859 members 
Entering Unmasked Estep 
Score: -24688176.000000 Penalty: 6017.995605
	Iteration 73Q: 3 clusters Score -2.468818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 182860 members 
Entering Unmasked Estep 
Score: -24688170.000000 Penalty: 6017.995605
	Iteration 74Q: 3 clusters Score -2.468817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 182860 members 
Entering Unmasked Estep 
Score: -24688170.000000 Penalty: 6017.995605
	Iteration 75F: 3 clusters Score -2.468817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Entering Unmasked Estep 
Score: -1471260.250000 Penalty: 2316.790039
	Iteration 0F: 2 clusters Score -1471260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1462659.000000 Penalty: 4633.580078
	Iteration 0F: 3 clusters Score -1462659 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1465259.375000 Penalty: 4633.580078
	Iteration 1F: 3 clusters Score -1465259 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1465607.625000 Penalty: 4633.580078
	Iteration 2F: 3 clusters Score -1465608 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1465916.000000 Penalty: 4633.580078
	Iteration 3F: 3 clusters Score -1465916 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1466225.125000 Penalty: 4633.580078
	Iteration 4Q: 3 clusters Score -1466225 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1466546.500000 Penalty: 4633.580078
	Iteration 5Q: 3 clusters Score -1466546 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1466889.625000 Penalty: 4633.580078
	Iteration 6Q: 3 clusters Score -1466890 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1467236.875000 Penalty: 4633.580078
	Iteration 7Q: 3 clusters Score -1467237 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1467580.375000 Penalty: 4633.580078
	Iteration 8Q: 3 clusters Score -1467580 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1467953.375000 Penalty: 4633.580078
	Iteration 9Q: 3 clusters Score -1467953 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1468308.250000 Penalty: 4633.580078
	Iteration 10Q: 3 clusters Score -1468308 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1468603.125000 Penalty: 4633.580078
	Iteration 11Q: 3 clusters Score -1468603 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1468808.875000 Penalty: 4633.580078
	Iteration 12Q: 3 clusters Score -1468809 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1468967.750000 Penalty: 4633.580078
	Iteration 13Q: 3 clusters Score -1468968 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1469107.125000 Penalty: 4633.580078
	Iteration 14Q: 3 clusters Score -1469107 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1469211.500000 Penalty: 4633.580078
	Iteration 15Q: 3 clusters Score -1469212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1469289.000000 Penalty: 4633.580078
	Iteration 16Q: 3 clusters Score -1469289 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1469335.125000 Penalty: 4633.580078
	Iteration 17Q: 3 clusters Score -1469335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1469395.875000 Penalty: 4633.580078
	Iteration 18Q: 3 clusters Score -1469396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1469434.875000 Penalty: 4633.580078
	Iteration 19Q: 3 clusters Score -1469435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1469479.375000 Penalty: 4633.580078
	Iteration 20F: 3 clusters Score -1469479 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1469509.000000 Penalty: 4633.580078
	Iteration 21Q: 3 clusters Score -1469509 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1469529.625000 Penalty: 4633.580078
	Iteration 22Q: 3 clusters Score -1469530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1469548.125000 Penalty: 4633.580078
	Iteration 23Q: 3 clusters Score -1469548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1469561.125000 Penalty: 4633.580078
	Iteration 24Q: 3 clusters Score -1469561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1469580.000000 Penalty: 4633.580078
	Iteration 25Q: 3 clusters Score -1469580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1469596.000000 Penalty: 4633.580078
	Iteration 26Q: 3 clusters Score -1469596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1469603.125000 Penalty: 4633.580078
	Iteration 27Q: 3 clusters Score -1469603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1469611.625000 Penalty: 4633.580078
	Iteration 28Q: 3 clusters Score -1469612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1469617.500000 Penalty: 4633.580078
	Iteration 29Q: 3 clusters Score -1469618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1469630.250000 Penalty: 4633.580078
	Iteration 30Q: 3 clusters Score -1469630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1469634.625000 Penalty: 4633.580078
	Iteration 31Q: 3 clusters Score -1469635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1469637.625000 Penalty: 4633.580078
	Iteration 32Q: 3 clusters Score -1469638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1469639.750000 Penalty: 4633.580078
	Iteration 33Q: 3 clusters Score -1469640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1469642.250000 Penalty: 4633.580078
	Iteration 34Q: 3 clusters Score -1469642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1469644.750000 Penalty: 4633.580078
	Iteration 35Q: 3 clusters Score -1469645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1469645.000000 Penalty: 4633.580078
	Iteration 36Q: 3 clusters Score -1469645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1469648.250000 Penalty: 4633.580078
	Iteration 37Q: 3 clusters Score -1469648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1469648.875000 Penalty: 4633.580078
	Iteration 38Q: 3 clusters Score -1469649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1469649.000000 Penalty: 4633.580078
	Iteration 39Q: 3 clusters Score -1469649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1469649.000000 Penalty: 4633.580078
	Iteration 40F: 3 clusters Score -1469649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Entering Unmasked Estep 
Score: -5529655.000000 Penalty: 2635.524658
	Iteration 0F: 2 clusters Score -5529655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -5501620.500000 Penalty: 5271.049316
	Iteration 0F: 3 clusters Score -5501620 nChanged 18969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5511904.500000 Penalty: 5271.049316
	Iteration 1F: 3 clusters Score -5511904 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5512464.500000 Penalty: 5271.049316
	Iteration 2Q: 3 clusters Score -5512464 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -5513029.500000 Penalty: 5271.049316
	Iteration 3Q: 3 clusters Score -5513030 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5513846.500000 Penalty: 5271.049316
	Iteration 4Q: 3 clusters Score -5513846 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -5514966.500000 Penalty: 5271.049316
	Iteration 5F: 3 clusters Score -5514966 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -5516725.500000 Penalty: 5271.049316
	Iteration 6F: 3 clusters Score -5516726 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -5519345.000000 Penalty: 5271.049316
	Iteration 7F: 3 clusters Score -5519345 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -5522271.500000 Penalty: 5271.049316
	Iteration 8F: 3 clusters Score -5522272 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5524684.000000 Penalty: 5271.049316
	Iteration 9F: 3 clusters Score -5524684 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5526111.000000 Penalty: 5271.049316
	Iteration 10Q: 3 clusters Score -5526111 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -5526782.000000 Penalty: 5271.049316
	Iteration 11Q: 3 clusters Score -5526782 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5527059.500000 Penalty: 5271.049316
	Iteration 12Q: 3 clusters Score -5527060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5527197.000000 Penalty: 5271.049316
	Iteration 13Q: 3 clusters Score -5527197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -5527260.000000 Penalty: 5271.049316
	Iteration 14Q: 3 clusters Score -5527260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5527286.000000 Penalty: 5271.049316
	Iteration 15Q: 3 clusters Score -5527286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5527299.000000 Penalty: 5271.049316
	Iteration 16Q: 3 clusters Score -5527299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5527306.000000 Penalty: 5271.049316
	Iteration 17Q: 3 clusters Score -5527306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -5527312.000000 Penalty: 5271.049316
	Iteration 18Q: 3 clusters Score -5527312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -5527320.500000 Penalty: 5271.049316
	Iteration 19Q: 3 clusters Score -5527320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -5527330.000000 Penalty: 5271.049316
	Iteration 20F: 3 clusters Score -5527330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -5527329.500000 Penalty: 5271.049316
	Iteration 21Q: 3 clusters Score -5527330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -5527329.500000 Penalty: 5271.049316
	Iteration 22F: 3 clusters Score -5527330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Entering Unmasked Estep 
Score: -821992.562500 Penalty: 2180.100098
	Iteration 0F: 2 clusters Score -821992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -816499.125000 Penalty: 4360.200195
	Iteration 0F: 3 clusters Score -816499.1 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -817924.250000 Penalty: 4360.200195
	Iteration 1F: 3 clusters Score -817924.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -818162.187500 Penalty: 4360.200195
	Iteration 2F: 3 clusters Score -818162.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -818334.000000 Penalty: 4360.200195
	Iteration 3F: 3 clusters Score -818334 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -818477.375000 Penalty: 4360.200195
	Iteration 4Q: 3 clusters Score -818477.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -818625.875000 Penalty: 4360.200195
	Iteration 5Q: 3 clusters Score -818625.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -818781.250000 Penalty: 4360.200195
	Iteration 6Q: 3 clusters Score -818781.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -818937.250000 Penalty: 4360.200195
	Iteration 7Q: 3 clusters Score -818937.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -819079.812500 Penalty: 4360.200195
	Iteration 8Q: 3 clusters Score -819079.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -819192.375000 Penalty: 4360.200195
	Iteration 9Q: 3 clusters Score -819192.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -819296.562500 Penalty: 4360.200195
	Iteration 10Q: 3 clusters Score -819296.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -819416.625000 Penalty: 4360.200195
	Iteration 11Q: 3 clusters Score -819416.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -819524.187500 Penalty: 4360.200195
	Iteration 12Q: 3 clusters Score -819524.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -819636.125000 Penalty: 4360.200195
	Iteration 13Q: 3 clusters Score -819636.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -819759.250000 Penalty: 4360.200195
	Iteration 14Q: 3 clusters Score -819759.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -819880.312500 Penalty: 4360.200195
	Iteration 15Q: 3 clusters Score -819880.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -819989.500000 Penalty: 4360.200195
	Iteration 16Q: 3 clusters Score -819989.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -820082.937500 Penalty: 4360.200195
	Iteration 17Q: 3 clusters Score -820082.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -820150.062500 Penalty: 4360.200195
	Iteration 18Q: 3 clusters Score -820150.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -820197.625000 Penalty: 4360.200195
	Iteration 19Q: 3 clusters Score -820197.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -820221.062500 Penalty: 4360.200195
	Iteration 20F: 3 clusters Score -820221.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -820247.312500 Penalty: 4360.200195
	Iteration 21Q: 3 clusters Score -820247.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -820260.500000 Penalty: 4360.200195
	Iteration 22Q: 3 clusters Score -820260.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -820273.000000 Penalty: 4360.200195
	Iteration 23Q: 3 clusters Score -820273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -820281.062500 Penalty: 4360.200195
	Iteration 24Q: 3 clusters Score -820281.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -820287.187500 Penalty: 4360.200195
	Iteration 25Q: 3 clusters Score -820287.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -820291.750000 Penalty: 4360.200195
	Iteration 26Q: 3 clusters Score -820291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -820298.375000 Penalty: 4360.200195
	Iteration 27Q: 3 clusters Score -820298.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -820304.000000 Penalty: 4360.200195
	Iteration 28Q: 3 clusters Score -820304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -820307.000000 Penalty: 4360.200195
	Iteration 29Q: 3 clusters Score -820307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -820310.375000 Penalty: 4360.200195
	Iteration 30Q: 3 clusters Score -820310.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -820316.437500 Penalty: 4360.200195
	Iteration 31Q: 3 clusters Score -820316.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -820321.000000 Penalty: 4360.200195
	Iteration 32Q: 3 clusters Score -820321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -820326.250000 Penalty: 4360.200195
	Iteration 33Q: 3 clusters Score -820326.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -820332.562500 Penalty: 4360.200195
	Iteration 34Q: 3 clusters Score -820332.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -820338.312500 Penalty: 4360.200195
	Iteration 35Q: 3 clusters Score -820338.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -820349.187500 Penalty: 4360.200195
	Iteration 36Q: 3 clusters Score -820349.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -820361.187500 Penalty: 4360.200195
	Iteration 37Q: 3 clusters Score -820361.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -820369.187500 Penalty: 4360.200195
	Iteration 38Q: 3 clusters Score -820369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -820380.812500 Penalty: 4360.200195
	Iteration 39Q: 3 clusters Score -820380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -820388.437500 Penalty: 4360.200195
	Iteration 40F: 3 clusters Score -820388.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -820393.687500 Penalty: 4360.200195
	Iteration 41Q: 3 clusters Score -820393.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -820404.375000 Penalty: 4360.200195
	Iteration 42Q: 3 clusters Score -820404.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -820410.562500 Penalty: 4360.200195
	Iteration 43Q: 3 clusters Score -820410.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -820419.750000 Penalty: 4360.200195
	Iteration 44Q: 3 clusters Score -820419.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -820427.250000 Penalty: 4360.200195
	Iteration 45Q: 3 clusters Score -820427.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -820435.312500 Penalty: 4360.200195
	Iteration 46Q: 3 clusters Score -820435.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -820441.062500 Penalty: 4360.200195
	Iteration 47Q: 3 clusters Score -820441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -820450.062500 Penalty: 4360.200195
	Iteration 48Q: 3 clusters Score -820450.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -820456.187500 Penalty: 4360.200195
	Iteration 49Q: 3 clusters Score -820456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -820457.812500 Penalty: 4360.200195
	Iteration 50Q: 3 clusters Score -820457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -820459.687500 Penalty: 4360.200195
	Iteration 51Q: 3 clusters Score -820459.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -820464.750000 Penalty: 4360.200195
	Iteration 52Q: 3 clusters Score -820464.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -820468.062500 Penalty: 4360.200195
	Iteration 53Q: 3 clusters Score -820468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -820472.500000 Penalty: 4360.200195
	Iteration 54Q: 3 clusters Score -820472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -820473.000000 Penalty: 4360.200195
	Iteration 55Q: 3 clusters Score -820473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -820473.500000 Penalty: 4360.200195
	Iteration 56Q: 3 clusters Score -820473.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -820475.500000 Penalty: 4360.200195
	Iteration 57Q: 3 clusters Score -820475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -820474.937500 Penalty: 4360.200195
	Iteration 58Q: 3 clusters Score -820474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -820476.937500 Penalty: 4360.200195
	Iteration 59Q: 3 clusters Score -820476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -820478.812500 Penalty: 4360.200195
	Iteration 60F: 3 clusters Score -820478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -820478.750000 Penalty: 4360.200195
	Iteration 61Q: 3 clusters Score -820478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -820481.437500 Penalty: 4360.200195
	Iteration 62Q: 3 clusters Score -820481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -820481.187500 Penalty: 4360.200195
	Iteration 63Q: 3 clusters Score -820481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -820481.187500 Penalty: 4360.200195
	Iteration 64F: 3 clusters Score -820481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70185.429688 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70185.43 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70644.414062 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70644.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71050.179688 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -71050.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71246.851562 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71246.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71401.664062 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -71401.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71527.000000 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71627.539062 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71627.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71798.648438 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71798.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71957.515625 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71957.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72184.867188 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -72184.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72269.046875 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -72269.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72277.625000 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -72277.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72277.625000 Penalty: 3232.031738
	Iteration 12F: 3 clusters Score -72277.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185917 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41238 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 379 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 19 contains 192079 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38567 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 297 members 
Entering Unmasked Estep 
Score: -133228320.000000 Penalty: 99558.382812
Splitting cluster 13 changes total score from -133229768.000000 to -133228320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Entering Unmasked Estep 
Score: -4849041.000000 Penalty: 2623.681641
	Iteration 0F: 2 clusters Score -4849041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4822252.000000 Penalty: 5247.363281
	Iteration 0F: 3 clusters Score -4822252 nChanged 18068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4832521.500000 Penalty: 5247.363281
	Iteration 1F: 3 clusters Score -4832522 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4833194.000000 Penalty: 5247.363281
	Iteration 2Q: 3 clusters Score -4833194 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4833852.000000 Penalty: 5247.363281
	Iteration 3Q: 3 clusters Score -4833852 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4834590.500000 Penalty: 5247.363281
	Iteration 4Q: 3 clusters Score -4834590 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4835430.000000 Penalty: 5247.363281
	Iteration 5Q: 3 clusters Score -4835430 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4836549.000000 Penalty: 5247.363281
	Iteration 6Q: 3 clusters Score -4836549 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4837805.000000 Penalty: 5247.363281
	Iteration 7F: 3 clusters Score -4837805 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4839167.000000 Penalty: 5247.363281
	Iteration 8F: 3 clusters Score -4839167 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4840554.000000 Penalty: 5247.363281
	Iteration 9F: 3 clusters Score -4840554 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4841864.000000 Penalty: 5247.363281
	Iteration 10F: 3 clusters Score -4841864 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -4842883.500000 Penalty: 5247.363281
	Iteration 11Q: 3 clusters Score -4842884 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4843576.500000 Penalty: 5247.363281
	Iteration 12Q: 3 clusters Score -4843576 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4844049.000000 Penalty: 5247.363281
	Iteration 13Q: 3 clusters Score -4844049 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4844355.500000 Penalty: 5247.363281
	Iteration 14Q: 3 clusters Score -4844356 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -4844665.500000 Penalty: 5247.363281
	Iteration 15Q: 3 clusters Score -4844666 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4844942.500000 Penalty: 5247.363281
	Iteration 16Q: 3 clusters Score -4844942 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4845236.000000 Penalty: 5247.363281
	Iteration 17Q: 3 clusters Score -4845236 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4845432.000000 Penalty: 5247.363281
	Iteration 18Q: 3 clusters Score -4845432 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4845664.500000 Penalty: 5247.363281
	Iteration 19Q: 3 clusters Score -4845664 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4845838.000000 Penalty: 5247.363281
	Iteration 20F: 3 clusters Score -4845838 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -4845981.000000 Penalty: 5247.363281
	Iteration 21Q: 3 clusters Score -4845981 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -4846030.500000 Penalty: 5247.363281
	Iteration 22Q: 3 clusters Score -4846030 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4846095.500000 Penalty: 5247.363281
	Iteration 23Q: 3 clusters Score -4846096 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4846134.000000 Penalty: 5247.363281
	Iteration 24Q: 3 clusters Score -4846134 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4846145.500000 Penalty: 5247.363281
	Iteration 25Q: 3 clusters Score -4846146 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4846182.000000 Penalty: 5247.363281
	Iteration 26Q: 3 clusters Score -4846182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4846188.500000 Penalty: 5247.363281
	Iteration 27Q: 3 clusters Score -4846188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -4846204.000000 Penalty: 5247.363281
	Iteration 28Q: 3 clusters Score -4846204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4846208.000000 Penalty: 5247.363281
	Iteration 29Q: 3 clusters Score -4846208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -4846207.000000 Penalty: 5247.363281
	Iteration 30Q: 3 clusters Score -4846207 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4846203.000000 Penalty: 5247.363281
	Iteration 31Q: 3 clusters Score -4846203 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4846199.000000 Penalty: 5247.363281
	Iteration 32Q: 3 clusters Score -4846199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -4846216.000000 Penalty: 5247.363281
	Iteration 33Q: 3 clusters Score -4846216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4846223.500000 Penalty: 5247.363281
	Iteration 34Q: 3 clusters Score -4846224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4846234.000000 Penalty: 5247.363281
	Iteration 35Q: 3 clusters Score -4846234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4846237.500000 Penalty: 5247.363281
	Iteration 36Q: 3 clusters Score -4846238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -4846234.500000 Penalty: 5247.363281
	Iteration 37Q: 3 clusters Score -4846234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4846235.000000 Penalty: 5247.363281
	Iteration 38Q: 3 clusters Score -4846235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4846236.500000 Penalty: 5247.363281
	Iteration 39Q: 3 clusters Score -4846236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -4846243.500000 Penalty: 5247.363281
	Iteration 40F: 3 clusters Score -4846244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4846238.000000 Penalty: 5247.363281
	Iteration 41Q: 3 clusters Score -4846238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4846240.000000 Penalty: 5247.363281
	Iteration 42Q: 3 clusters Score -4846240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4846243.500000 Penalty: 5247.363281
	Iteration 43Q: 3 clusters Score -4846244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -4846252.000000 Penalty: 5247.363281
	Iteration 44Q: 3 clusters Score -4846252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4846252.500000 Penalty: 5247.363281
	Iteration 45Q: 3 clusters Score -4846252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4846246.000000 Penalty: 5247.363281
	Iteration 46Q: 3 clusters Score -4846246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -4846253.000000 Penalty: 5247.363281
	Iteration 47Q: 3 clusters Score -4846253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4846249.000000 Penalty: 5247.363281
	Iteration 48Q: 3 clusters Score -4846249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4846253.000000 Penalty: 5247.363281
	Iteration 49Q: 3 clusters Score -4846253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4846249.500000 Penalty: 5247.363281
	Iteration 50Q: 3 clusters Score -4846250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4846247.000000 Penalty: 5247.363281
	Iteration 51Q: 3 clusters Score -4846247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -4846248.000000 Penalty: 5247.363281
	Iteration 52Q: 3 clusters Score -4846248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4846246.500000 Penalty: 5247.363281
	Iteration 53Q: 3 clusters Score -4846246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4846244.500000 Penalty: 5247.363281
	Iteration 54Q: 3 clusters Score -4846244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4846246.000000 Penalty: 5247.363281
	Iteration 55Q: 3 clusters Score -4846246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4846246.000000 Penalty: 5247.363281
	Iteration 56F: 3 clusters Score -4846246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Entering Unmasked Estep 
Score: -3479628.000000 Penalty: 2519.878662
	Iteration 0F: 2 clusters Score -3479628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3461824.250000 Penalty: 5039.757324
	Iteration 0F: 3 clusters Score -3461824 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3468087.500000 Penalty: 5039.757324
	Iteration 1F: 3 clusters Score -3468088 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3468669.250000 Penalty: 5039.757324
	Iteration 2F: 3 clusters Score -3468669 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3469498.500000 Penalty: 5039.757324
	Iteration 3F: 3 clusters Score -3469498 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3470611.500000 Penalty: 5039.757324
	Iteration 4F: 3 clusters Score -3470612 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3471965.000000 Penalty: 5039.757324
	Iteration 5F: 3 clusters Score -3471965 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3473508.250000 Penalty: 5039.757324
	Iteration 6F: 3 clusters Score -3473508 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3475162.250000 Penalty: 5039.757324
	Iteration 7F: 3 clusters Score -3475162 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3476602.000000 Penalty: 5039.757324
	Iteration 8F: 3 clusters Score -3476602 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3477627.750000 Penalty: 5039.757324
	Iteration 9Q: 3 clusters Score -3477628 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3478212.750000 Penalty: 5039.757324
	Iteration 10Q: 3 clusters Score -3478213 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3478579.000000 Penalty: 5039.757324
	Iteration 11Q: 3 clusters Score -3478579 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3478817.750000 Penalty: 5039.757324
	Iteration 12Q: 3 clusters Score -3478818 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3478959.250000 Penalty: 5039.757324
	Iteration 13Q: 3 clusters Score -3478959 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3479036.250000 Penalty: 5039.757324
	Iteration 14Q: 3 clusters Score -3479036 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3479083.250000 Penalty: 5039.757324
	Iteration 15Q: 3 clusters Score -3479083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3479108.750000 Penalty: 5039.757324
	Iteration 16Q: 3 clusters Score -3479109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3479135.000000 Penalty: 5039.757324
	Iteration 17Q: 3 clusters Score -3479135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3479149.000000 Penalty: 5039.757324
	Iteration 18Q: 3 clusters Score -3479149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3479165.500000 Penalty: 5039.757324
	Iteration 19Q: 3 clusters Score -3479166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3479182.250000 Penalty: 5039.757324
	Iteration 20F: 3 clusters Score -3479182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3479194.750000 Penalty: 5039.757324
	Iteration 21Q: 3 clusters Score -3479195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3479200.500000 Penalty: 5039.757324
	Iteration 22Q: 3 clusters Score -3479200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3479199.750000 Penalty: 5039.757324
	Iteration 23Q: 3 clusters Score -3479200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3479200.750000 Penalty: 5039.757324
	Iteration 24Q: 3 clusters Score -3479201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3479196.250000 Penalty: 5039.757324
	Iteration 25Q: 3 clusters Score -3479196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3479194.000000 Penalty: 5039.757324
	Iteration 26Q: 3 clusters Score -3479194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3479194.000000 Penalty: 5039.757324
	Iteration 27F: 3 clusters Score -3479194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Entering Unmasked Estep 
Score: -9179099.000000 Penalty: 2761.916992
	Iteration 0F: 2 clusters Score -9179099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -9133235.000000 Penalty: 5523.833984
	Iteration 0F: 3 clusters Score -9133235 nChanged 32115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -9150875.000000 Penalty: 5523.833984
	Iteration 1F: 3 clusters Score -9150875 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -9151513.000000 Penalty: 5523.833984
	Iteration 2Q: 3 clusters Score -9151513 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -9152364.000000 Penalty: 5523.833984
	Iteration 3Q: 3 clusters Score -9152364 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -9153499.000000 Penalty: 5523.833984
	Iteration 4Q: 3 clusters Score -9153499 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -9155303.000000 Penalty: 5523.833984
	Iteration 5F: 3 clusters Score -9155303 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -9158333.000000 Penalty: 5523.833984
	Iteration 6F: 3 clusters Score -9158333 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -9162797.000000 Penalty: 5523.833984
	Iteration 7F: 3 clusters Score -9162797 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -9168039.000000 Penalty: 5523.833984
	Iteration 8F: 3 clusters Score -9168039 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -9172411.000000 Penalty: 5523.833984
	Iteration 9F: 3 clusters Score -9172411 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -9175191.000000 Penalty: 5523.833984
	Iteration 10Q: 3 clusters Score -9175191 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -9176518.000000 Penalty: 5523.833984
	Iteration 11Q: 3 clusters Score -9176518 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -9177064.000000 Penalty: 5523.833984
	Iteration 12Q: 3 clusters Score -9177064 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -9177378.000000 Penalty: 5523.833984
	Iteration 13Q: 3 clusters Score -9177378 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -9177499.000000 Penalty: 5523.833984
	Iteration 14Q: 3 clusters Score -9177499 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -9177606.000000 Penalty: 5523.833984
	Iteration 15Q: 3 clusters Score -9177606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -9177654.000000 Penalty: 5523.833984
	Iteration 16Q: 3 clusters Score -9177654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -9177691.000000 Penalty: 5523.833984
	Iteration 17Q: 3 clusters Score -9177691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -9177711.000000 Penalty: 5523.833984
	Iteration 18Q: 3 clusters Score -9177711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -9177768.000000 Penalty: 5523.833984
	Iteration 19Q: 3 clusters Score -9177768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -9177801.000000 Penalty: 5523.833984
	Iteration 20F: 3 clusters Score -9177801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -9177819.000000 Penalty: 5523.833984
	Iteration 21Q: 3 clusters Score -9177819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -9177840.000000 Penalty: 5523.833984
	Iteration 22Q: 3 clusters Score -9177840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -9177874.000000 Penalty: 5523.833984
	Iteration 23Q: 3 clusters Score -9177874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -9177880.000000 Penalty: 5523.833984
	Iteration 24Q: 3 clusters Score -9177880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -9177876.000000 Penalty: 5523.833984
	Iteration 25Q: 3 clusters Score -9177876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -9177895.000000 Penalty: 5523.833984
	Iteration 26Q: 3 clusters Score -9177895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -9177902.000000 Penalty: 5523.833984
	Iteration 27Q: 3 clusters Score -9177902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -9177905.000000 Penalty: 5523.833984
	Iteration 28Q: 3 clusters Score -9177905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -9177909.000000 Penalty: 5523.833984
	Iteration 29Q: 3 clusters Score -9177909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -9177900.000000 Penalty: 5523.833984
	Iteration 30Q: 3 clusters Score -9177900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -9177917.000000 Penalty: 5523.833984
	Iteration 31Q: 3 clusters Score -9177917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -9177916.000000 Penalty: 5523.833984
	Iteration 32Q: 3 clusters Score -9177916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -9177927.000000 Penalty: 5523.833984
	Iteration 33Q: 3 clusters Score -9177927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -9177922.000000 Penalty: 5523.833984
	Iteration 34Q: 3 clusters Score -9177922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -9177923.000000 Penalty: 5523.833984
	Iteration 35Q: 3 clusters Score -9177923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -9177929.000000 Penalty: 5523.833984
	Iteration 36Q: 3 clusters Score -9177929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -9177924.000000 Penalty: 5523.833984
	Iteration 37Q: 3 clusters Score -9177924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -9177936.000000 Penalty: 5523.833984
	Iteration 38Q: 3 clusters Score -9177936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -9177954.000000 Penalty: 5523.833984
	Iteration 39Q: 3 clusters Score -9177954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -9177962.000000 Penalty: 5523.833984
	Iteration 40F: 3 clusters Score -9177962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -9177978.000000 Penalty: 5523.833984
	Iteration 41Q: 3 clusters Score -9177978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -9177985.000000 Penalty: 5523.833984
	Iteration 42Q: 3 clusters Score -9177985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -9177992.000000 Penalty: 5523.833984
	Iteration 43Q: 3 clusters Score -9177992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -9177995.000000 Penalty: 5523.833984
	Iteration 44Q: 3 clusters Score -9177995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -9178022.000000 Penalty: 5523.833984
	Iteration 45Q: 3 clusters Score -9178022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -9178035.000000 Penalty: 5523.833984
	Iteration 46Q: 3 clusters Score -9178035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -9178033.000000 Penalty: 5523.833984
	Iteration 47Q: 3 clusters Score -9178033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -9178039.000000 Penalty: 5523.833984
	Iteration 48Q: 3 clusters Score -9178039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -9178050.000000 Penalty: 5523.833984
	Iteration 49Q: 3 clusters Score -9178050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -9178047.000000 Penalty: 5523.833984
	Iteration 50Q: 3 clusters Score -9178047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -9178051.000000 Penalty: 5523.833984
	Iteration 51Q: 3 clusters Score -9178051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -9178057.000000 Penalty: 5523.833984
	Iteration 52Q: 3 clusters Score -9178057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -9178053.000000 Penalty: 5523.833984
	Iteration 53Q: 3 clusters Score -9178053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -9178053.000000 Penalty: 5523.833984
	Iteration 54F: 3 clusters Score -9178053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 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 305 members 
Entering Unmasked Estep 
Score: -66301.101562 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66301.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66897.421875 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66897.42 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67260.914062 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -67260.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67637.218750 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -67637.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67881.421875 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -67881.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68029.492188 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -68029.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68152.054688 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -68152.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68295.062500 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -68295.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68470.281250 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -68470.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68488.164062 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -68488.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68492.906250 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -68492.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68498.351562 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -68498.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68498.351562 Penalty: 3193.125000
	Iteration 12F: 3 clusters Score -68498.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185917 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41238 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 19 contains 192079 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38567 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 243 members 
Entering Unmasked Estep 
Score: -133228632.000000 Penalty: 99558.382812
Splitting cluster 17 changes total score from -133229768.000000 to -133228632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (79142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Entering Unmasked Estep 
Score: -10329954.000000 Penalty: 2797.191895
	Iteration 0F: 2 clusters Score -1.032995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -10276854.000000 Penalty: 5594.383789
	Iteration 0F: 3 clusters Score -1.027685e+07 nChanged 37291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -10297629.000000 Penalty: 5594.383789
	Iteration 1F: 3 clusters Score -1.029763e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -10298129.000000 Penalty: 5594.383789
	Iteration 2Q: 3 clusters Score -1.029813e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -10298569.000000 Penalty: 5594.383789
	Iteration 3Q: 3 clusters Score -1.029857e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -10299057.000000 Penalty: 5594.383789
	Iteration 4Q: 3 clusters Score -1.029906e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -10299542.000000 Penalty: 5594.383789
	Iteration 5Q: 3 clusters Score -1.029954e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -10300155.000000 Penalty: 5594.383789
	Iteration 6Q: 3 clusters Score -1.030016e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -10300806.000000 Penalty: 5594.383789
	Iteration 7Q: 3 clusters Score -1.030081e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -10301938.000000 Penalty: 5594.383789
	Iteration 8Q: 3 clusters Score -1.030194e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -10303875.000000 Penalty: 5594.383789
	Iteration 9Q: 3 clusters Score -1.030388e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -10307323.000000 Penalty: 5594.383789
	Iteration 10F: 3 clusters Score -1.030732e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -10312469.000000 Penalty: 5594.383789
	Iteration 11F: 3 clusters Score -1.031247e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -10318669.000000 Penalty: 5594.383789
	Iteration 12F: 3 clusters Score -1.031867e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -10323639.000000 Penalty: 5594.383789
	Iteration 13F: 3 clusters Score -1.032364e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -10326018.000000 Penalty: 5594.383789
	Iteration 14Q: 3 clusters Score -1.032602e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -10326886.000000 Penalty: 5594.383789
	Iteration 15Q: 3 clusters Score -1.032689e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -10327232.000000 Penalty: 5594.383789
	Iteration 16Q: 3 clusters Score -1.032723e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -10327312.000000 Penalty: 5594.383789
	Iteration 17Q: 3 clusters Score -1.032731e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -10327395.000000 Penalty: 5594.383789
	Iteration 18Q: 3 clusters Score -1.03274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -10327442.000000 Penalty: 5594.383789
	Iteration 19Q: 3 clusters Score -1.032744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -10327456.000000 Penalty: 5594.383789
	Iteration 20F: 3 clusters Score -1.032746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -10327470.000000 Penalty: 5594.383789
	Iteration 21Q: 3 clusters Score -1.032747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -10327482.000000 Penalty: 5594.383789
	Iteration 22Q: 3 clusters Score -1.032748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -10327485.000000 Penalty: 5594.383789
	Iteration 23Q: 3 clusters Score -1.032748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -10327491.000000 Penalty: 5594.383789
	Iteration 24Q: 3 clusters Score -1.032749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -10327495.000000 Penalty: 5594.383789
	Iteration 25Q: 3 clusters Score -1.03275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -10327495.000000 Penalty: 5594.383789
	Iteration 26F: 3 clusters Score -1.03275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192079 members 
Entering Unmasked Estep 
Score: -25417828.000000 Penalty: 3017.084229
	Iteration 0F: 2 clusters Score -2.541783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -25310004.000000 Penalty: 6034.168457
	Iteration 0F: 3 clusters Score -2.531e+07 nChanged 92403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -25364064.000000 Penalty: 6034.168457
	Iteration 1F: 3 clusters Score -2.536406e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -25365008.000000 Penalty: 6034.168457
	Iteration 2Q: 3 clusters Score -2.536501e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 92599 members 
Entering Unmasked Estep 
Score: -25366040.000000 Penalty: 6034.168457
	Iteration 3Q: 3 clusters Score -2.536604e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -25367394.000000 Penalty: 6034.168457
	Iteration 4Q: 3 clusters Score -2.536739e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104241 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -25368874.000000 Penalty: 6034.168457
	Iteration 5Q: 3 clusters Score -2.536887e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -25371154.000000 Penalty: 6034.168457
	Iteration 6Q: 3 clusters Score -2.537115e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -25374322.000000 Penalty: 6034.168457
	Iteration 7Q: 3 clusters Score -2.537432e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -25378900.000000 Penalty: 6034.168457
	Iteration 8F: 3 clusters Score -2.53789e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131614 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -25385130.000000 Penalty: 6034.168457
	Iteration 9F: 3 clusters Score -2.538513e+07 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -25393164.000000 Penalty: 6034.168457
	Iteration 10F: 3 clusters Score -2.539316e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153349 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -25402082.000000 Penalty: 6034.168457
	Iteration 11F: 3 clusters Score -2.540208e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161597 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -25409328.000000 Penalty: 6034.168457
	Iteration 12Q: 3 clusters Score -2.540933e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -25413352.000000 Penalty: 6034.168457
	Iteration 13Q: 3 clusters Score -2.541335e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171319 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -25415518.000000 Penalty: 6034.168457
	Iteration 14Q: 3 clusters Score -2.541552e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174066 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -25416566.000000 Penalty: 6034.168457
	Iteration 15Q: 3 clusters Score -2.541657e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176122 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -25417096.000000 Penalty: 6034.168457
	Iteration 16Q: 3 clusters Score -2.54171e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177780 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -25417414.000000 Penalty: 6034.168457
	Iteration 17Q: 3 clusters Score -2.541741e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179180 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -25417500.000000 Penalty: 6034.168457
	Iteration 18Q: 3 clusters Score -2.54175e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180426 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -25417630.000000 Penalty: 6034.168457
	Iteration 19Q: 3 clusters Score -2.541763e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181474 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -25417786.000000 Penalty: 6034.168457
	Iteration 20F: 3 clusters Score -2.541779e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182415 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -25417814.000000 Penalty: 6034.168457
	Iteration 21Q: 3 clusters Score -2.541781e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183245 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -25417888.000000 Penalty: 6034.168457
	Iteration 22Q: 3 clusters Score -2.541789e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183920 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -25417948.000000 Penalty: 6034.168457
	Iteration 23Q: 3 clusters Score -2.541795e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -25417840.000000 Penalty: 6034.168457
	Iteration 24Q: 3 clusters Score -2.541784e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185107 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -25417868.000000 Penalty: 6034.168457
	Iteration 25Q: 3 clusters Score -2.541787e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185641 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -25417872.000000 Penalty: 6034.168457
	Iteration 26Q: 3 clusters Score -2.541787e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186133 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -25417920.000000 Penalty: 6034.168457
	Iteration 27Q: 3 clusters Score -2.541792e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186550 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -25417840.000000 Penalty: 6034.168457
	Iteration 28Q: 3 clusters Score -2.541784e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -25417900.000000 Penalty: 6034.168457
	Iteration 29Q: 3 clusters Score -2.54179e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187221 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -25417818.000000 Penalty: 6034.168457
	Iteration 30Q: 3 clusters Score -2.541782e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187491 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -25417726.000000 Penalty: 6034.168457
	Iteration 31Q: 3 clusters Score -2.541773e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187731 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -25417636.000000 Penalty: 6034.168457
	Iteration 32Q: 3 clusters Score -2.541764e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -25417568.000000 Penalty: 6034.168457
	Iteration 33Q: 3 clusters Score -2.541757e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188115 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -25417542.000000 Penalty: 6034.168457
	Iteration 34Q: 3 clusters Score -2.541754e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188259 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -25417532.000000 Penalty: 6034.168457
	Iteration 35Q: 3 clusters Score -2.541753e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188386 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -25417504.000000 Penalty: 6034.168457
	Iteration 36Q: 3 clusters Score -2.54175e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188521 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -25417522.000000 Penalty: 6034.168457
	Iteration 37Q: 3 clusters Score -2.541752e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188633 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -25417492.000000 Penalty: 6034.168457
	Iteration 38Q: 3 clusters Score -2.541749e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188739 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -25417464.000000 Penalty: 6034.168457
	Iteration 39Q: 3 clusters Score -2.541746e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188818 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -25417464.000000 Penalty: 6034.168457
	Iteration 40F: 3 clusters Score -2.541746e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188900 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -25417466.000000 Penalty: 6034.168457
	Iteration 41Q: 3 clusters Score -2.541747e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188976 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -25417412.000000 Penalty: 6034.168457
	Iteration 42Q: 3 clusters Score -2.541741e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189040 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -25417382.000000 Penalty: 6034.168457
	Iteration 43Q: 3 clusters Score -2.541738e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189093 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -25417382.000000 Penalty: 6034.168457
	Iteration 44Q: 3 clusters Score -2.541738e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -25417348.000000 Penalty: 6034.168457
	Iteration 45Q: 3 clusters Score -2.541735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189182 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -25417328.000000 Penalty: 6034.168457
	Iteration 46Q: 3 clusters Score -2.541733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189214 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -25417330.000000 Penalty: 6034.168457
	Iteration 47Q: 3 clusters Score -2.541733e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189245 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -25417292.000000 Penalty: 6034.168457
	Iteration 48Q: 3 clusters Score -2.541729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189270 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -25417302.000000 Penalty: 6034.168457
	Iteration 49Q: 3 clusters Score -2.54173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189299 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -25417274.000000 Penalty: 6034.168457
	Iteration 50Q: 3 clusters Score -2.541727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189327 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25417242.000000 Penalty: 6034.168457
	Iteration 51Q: 3 clusters Score -2.541724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189350 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -25417222.000000 Penalty: 6034.168457
	Iteration 52Q: 3 clusters Score -2.541722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189369 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -25417198.000000 Penalty: 6034.168457
	Iteration 53Q: 3 clusters Score -2.54172e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189389 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -25417194.000000 Penalty: 6034.168457
	Iteration 54Q: 3 clusters Score -2.541719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189411 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -25417198.000000 Penalty: 6034.168457
	Iteration 55Q: 3 clusters Score -2.54172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189434 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -25417190.000000 Penalty: 6034.168457
	Iteration 56Q: 3 clusters Score -2.541719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189459 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -25417182.000000 Penalty: 6034.168457
	Iteration 57Q: 3 clusters Score -2.541718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189480 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25417170.000000 Penalty: 6034.168457
	Iteration 58Q: 3 clusters Score -2.541717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189500 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -25417170.000000 Penalty: 6034.168457
	Iteration 59Q: 3 clusters Score -2.541717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189518 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -25417172.000000 Penalty: 6034.168457
	Iteration 60F: 3 clusters Score -2.541717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189534 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -25417168.000000 Penalty: 6034.168457
	Iteration 61Q: 3 clusters Score -2.541717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189545 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -25417174.000000 Penalty: 6034.168457
	Iteration 62Q: 3 clusters Score -2.541717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189556 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -25417148.000000 Penalty: 6034.168457
	Iteration 63Q: 3 clusters Score -2.541715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189565 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -25417144.000000 Penalty: 6034.168457
	Iteration 64Q: 3 clusters Score -2.541714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189575 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -25417138.000000 Penalty: 6034.168457
	Iteration 65Q: 3 clusters Score -2.541714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189584 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25417140.000000 Penalty: 6034.168457
	Iteration 66Q: 3 clusters Score -2.541714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189590 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25417136.000000 Penalty: 6034.168457
	Iteration 67Q: 3 clusters Score -2.541714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189600 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -25417128.000000 Penalty: 6034.168457
	Iteration 68Q: 3 clusters Score -2.541713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189613 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -25417132.000000 Penalty: 6034.168457
	Iteration 69Q: 3 clusters Score -2.541713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189621 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -25417126.000000 Penalty: 6034.168457
	Iteration 70Q: 3 clusters Score -2.541713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189627 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -25417112.000000 Penalty: 6034.168457
	Iteration 71Q: 3 clusters Score -2.541711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189632 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -25417104.000000 Penalty: 6034.168457
	Iteration 72Q: 3 clusters Score -2.54171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189642 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -25417112.000000 Penalty: 6034.168457
	Iteration 73Q: 3 clusters Score -2.541711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189651 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -25417110.000000 Penalty: 6034.168457
	Iteration 74Q: 3 clusters Score -2.541711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189663 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -25417086.000000 Penalty: 6034.168457
	Iteration 75Q: 3 clusters Score -2.541709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189667 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -25417100.000000 Penalty: 6034.168457
	Iteration 76Q: 3 clusters Score -2.54171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189669 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -25417098.000000 Penalty: 6034.168457
	Iteration 77Q: 3 clusters Score -2.54171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189670 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -25417088.000000 Penalty: 6034.168457
	Iteration 78Q: 3 clusters Score -2.541709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189670 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -25417088.000000 Penalty: 6034.168457
	Iteration 79F: 3 clusters Score -2.541709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -183962.671875 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -183962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -181670.718750 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -181670.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182011.468750 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -182011.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -182114.578125 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -182114.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -182195.609375 Penalty: 3602.958984
	Iteration 3Q: 3 clusters Score -182195.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -182247.671875 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -182247.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -182284.203125 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -182284.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -182297.359375 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -182297.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -182306.093750 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -182306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182309.671875 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -182309.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -182317.468750 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -182317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -182324.812500 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -182324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -182329.515625 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -182329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -182330.484375 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -182330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -182332.437500 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -182332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -182336.578125 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -182336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -182340.765625 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -182340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -182346.328125 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -182346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182348.703125 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -182348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182350.796875 Penalty: 3602.958984
	Iteration 18Q: 3 clusters Score -182350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182352.328125 Penalty: 3602.958984
	Iteration 19Q: 3 clusters Score -182352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182353.000000 Penalty: 3602.958984
	Iteration 20F: 3 clusters Score -182353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -80047.835938 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -80047.84 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 353 members 
Entering Unmasked Estep 
Score: -78475.289062 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -78475.29 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79373.210938 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -79373.21 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79892.820312 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -79892.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80252.250000 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -80252.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -80550.484375 Penalty: 3293.378418
	Iteration 4F: 3 clusters Score -80550.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80673.687500 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -80673.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -80791.078125 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -80791.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -80827.781250 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -80827.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -80853.125000 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -80853.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -80853.125000 Penalty: 3293.378418
	Iteration 9F: 3 clusters Score -80853.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185917 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41238 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 19 contains 192079 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 38567 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 213 members 
Entering Unmasked Estep 
Score: -133228896.000000 Penalty: 99558.382812
Splitting cluster 21 changes total score from -133229768.000000 to -133228896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (38567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Entering Unmasked Estep 
Score: -5189299.000000 Penalty: 2618.917725
	Iteration 0F: 2 clusters Score -5189299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5163222.500000 Penalty: 5237.835449
	Iteration 0F: 3 clusters Score -5163222 nChanged 17643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -5172689.000000 Penalty: 5237.835449
	Iteration 1F: 3 clusters Score -5172689 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5173141.000000 Penalty: 5237.835449
	Iteration 2Q: 3 clusters Score -5173141 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -5173637.500000 Penalty: 5237.835449
	Iteration 3Q: 3 clusters Score -5173638 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -5174166.000000 Penalty: 5237.835449
	Iteration 4Q: 3 clusters Score -5174166 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5174860.500000 Penalty: 5237.835449
	Iteration 5Q: 3 clusters Score -5174860 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -5175796.500000 Penalty: 5237.835449
	Iteration 6Q: 3 clusters Score -5175796 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5177079.000000 Penalty: 5237.835449
	Iteration 7F: 3 clusters Score -5177079 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5178758.000000 Penalty: 5237.835449
	Iteration 8F: 3 clusters Score -5178758 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -5180742.500000 Penalty: 5237.835449
	Iteration 9F: 3 clusters Score -5180742 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -5182773.000000 Penalty: 5237.835449
	Iteration 10F: 3 clusters Score -5182773 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5184428.500000 Penalty: 5237.835449
	Iteration 11Q: 3 clusters Score -5184428 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -5185585.500000 Penalty: 5237.835449
	Iteration 12Q: 3 clusters Score -5185586 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -5186284.500000 Penalty: 5237.835449
	Iteration 13Q: 3 clusters Score -5186284 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -5186628.500000 Penalty: 5237.835449
	Iteration 14Q: 3 clusters Score -5186628 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -5186832.000000 Penalty: 5237.835449
	Iteration 15Q: 3 clusters Score -5186832 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5186956.000000 Penalty: 5237.835449
	Iteration 16Q: 3 clusters Score -5186956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5187055.000000 Penalty: 5237.835449
	Iteration 17Q: 3 clusters Score -5187055 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -5187094.500000 Penalty: 5237.835449
	Iteration 18Q: 3 clusters Score -5187094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -5187135.500000 Penalty: 5237.835449
	Iteration 19Q: 3 clusters Score -5187136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5187163.000000 Penalty: 5237.835449
	Iteration 20F: 3 clusters Score -5187163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5187177.500000 Penalty: 5237.835449
	Iteration 21Q: 3 clusters Score -5187178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -5187198.000000 Penalty: 5237.835449
	Iteration 22Q: 3 clusters Score -5187198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -5187206.500000 Penalty: 5237.835449
	Iteration 23Q: 3 clusters Score -5187206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -5187217.000000 Penalty: 5237.835449
	Iteration 24Q: 3 clusters Score -5187217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5187227.000000 Penalty: 5237.835449
	Iteration 25Q: 3 clusters Score -5187227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -5187232.500000 Penalty: 5237.835449
	Iteration 26Q: 3 clusters Score -5187232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -5187240.000000 Penalty: 5237.835449
	Iteration 27Q: 3 clusters Score -5187240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -5187247.000000 Penalty: 5237.835449
	Iteration 28Q: 3 clusters Score -5187247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -5187245.500000 Penalty: 5237.835449
	Iteration 29Q: 3 clusters Score -5187246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -5187246.000000 Penalty: 5237.835449
	Iteration 30Q: 3 clusters Score -5187246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -5187249.000000 Penalty: 5237.835449
	Iteration 31Q: 3 clusters Score -5187249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -5187250.500000 Penalty: 5237.835449
	Iteration 32Q: 3 clusters Score -5187250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5187252.000000 Penalty: 5237.835449
	Iteration 33Q: 3 clusters Score -5187252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -5187252.500000 Penalty: 5237.835449
	Iteration 34Q: 3 clusters Score -5187252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5187257.000000 Penalty: 5237.835449
	Iteration 35Q: 3 clusters Score -5187257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5187257.000000 Penalty: 5237.835449
	Iteration 36F: 3 clusters Score -5187257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -85976.453125 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -85976.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84272.109375 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -84272.11 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84486.382812 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -84486.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84559.062500 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -84559.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84595.773438 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -84595.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84615.132812 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -84615.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84622.085938 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -84622.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84624.578125 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -84624.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84627.289062 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -84627.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84630.085938 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -84630.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84630.085938 Penalty: 3227.609619
	Iteration 9F: 3 clusters Score -84630.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Entering Unmasked Estep 
Score: -1662731.000000 Penalty: 2342.305420
	Iteration 0F: 2 clusters Score -1662731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1653461.875000 Penalty: 4684.610840
	Iteration 0F: 3 clusters Score -1653462 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1656347.750000 Penalty: 4684.610840
	Iteration 1F: 3 clusters Score -1656348 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1656637.875000 Penalty: 4684.610840
	Iteration 2F: 3 clusters Score -1656638 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1656841.125000 Penalty: 4684.610840
	Iteration 3Q: 3 clusters Score -1656841 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1656995.375000 Penalty: 4684.610840
	Iteration 4Q: 3 clusters Score -1656995 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1657109.250000 Penalty: 4684.610840
	Iteration 5Q: 3 clusters Score -1657109 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1657213.375000 Penalty: 4684.610840
	Iteration 6Q: 3 clusters Score -1657213 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1657301.500000 Penalty: 4684.610840
	Iteration 7Q: 3 clusters Score -1657302 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1657375.750000 Penalty: 4684.610840
	Iteration 8Q: 3 clusters Score -1657376 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1657451.875000 Penalty: 4684.610840
	Iteration 9Q: 3 clusters Score -1657452 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1657528.875000 Penalty: 4684.610840
	Iteration 10Q: 3 clusters Score -1657529 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1657618.000000 Penalty: 4684.610840
	Iteration 11Q: 3 clusters Score -1657618 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1657702.625000 Penalty: 4684.610840
	Iteration 12Q: 3 clusters Score -1657703 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1657801.625000 Penalty: 4684.610840
	Iteration 13Q: 3 clusters Score -1657802 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1657929.125000 Penalty: 4684.610840
	Iteration 14Q: 3 clusters Score -1657929 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1658094.750000 Penalty: 4684.610840
	Iteration 15Q: 3 clusters Score -1658095 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1658324.750000 Penalty: 4684.610840
	Iteration 16Q: 3 clusters Score -1658325 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1658621.625000 Penalty: 4684.610840
	Iteration 17Q: 3 clusters Score -1658622 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1658917.000000 Penalty: 4684.610840
	Iteration 18Q: 3 clusters Score -1658917 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1659213.375000 Penalty: 4684.610840
	Iteration 19Q: 3 clusters Score -1659213 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1659402.000000 Penalty: 4684.610840
	Iteration 20F: 3 clusters Score -1659402 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1659516.125000 Penalty: 4684.610840
	Iteration 21Q: 3 clusters Score -1659516 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1659595.500000 Penalty: 4684.610840
	Iteration 22Q: 3 clusters Score -1659596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1659675.125000 Penalty: 4684.610840
	Iteration 23Q: 3 clusters Score -1659675 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1659745.125000 Penalty: 4684.610840
	Iteration 24Q: 3 clusters Score -1659745 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1659811.125000 Penalty: 4684.610840
	Iteration 25Q: 3 clusters Score -1659811 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1659870.125000 Penalty: 4684.610840
	Iteration 26Q: 3 clusters Score -1659870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1659914.375000 Penalty: 4684.610840
	Iteration 27Q: 3 clusters Score -1659914 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1659956.000000 Penalty: 4684.610840
	Iteration 28Q: 3 clusters Score -1659956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1659995.250000 Penalty: 4684.610840
	Iteration 29Q: 3 clusters Score -1659995 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1660025.625000 Penalty: 4684.610840
	Iteration 30Q: 3 clusters Score -1660026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1660067.875000 Penalty: 4684.610840
	Iteration 31Q: 3 clusters Score -1660068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1660105.375000 Penalty: 4684.610840
	Iteration 32Q: 3 clusters Score -1660105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1660129.375000 Penalty: 4684.610840
	Iteration 33Q: 3 clusters Score -1660129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1660154.250000 Penalty: 4684.610840
	Iteration 34Q: 3 clusters Score -1660154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1660169.125000 Penalty: 4684.610840
	Iteration 35Q: 3 clusters Score -1660169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1660183.750000 Penalty: 4684.610840
	Iteration 36Q: 3 clusters Score -1660184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1660198.750000 Penalty: 4684.610840
	Iteration 37Q: 3 clusters Score -1660199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1660211.875000 Penalty: 4684.610840
	Iteration 38Q: 3 clusters Score -1660212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1660217.875000 Penalty: 4684.610840
	Iteration 39Q: 3 clusters Score -1660218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1660226.000000 Penalty: 4684.610840
	Iteration 40F: 3 clusters Score -1660226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1660240.750000 Penalty: 4684.610840
	Iteration 41Q: 3 clusters Score -1660241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1660256.375000 Penalty: 4684.610840
	Iteration 42Q: 3 clusters Score -1660256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1660263.125000 Penalty: 4684.610840
	Iteration 43Q: 3 clusters Score -1660263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1660279.500000 Penalty: 4684.610840
	Iteration 44Q: 3 clusters Score -1660280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1660289.250000 Penalty: 4684.610840
	Iteration 45Q: 3 clusters Score -1660289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1660293.000000 Penalty: 4684.610840
	Iteration 46Q: 3 clusters Score -1660293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1660306.125000 Penalty: 4684.610840
	Iteration 47Q: 3 clusters Score -1660306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1660311.625000 Penalty: 4684.610840
	Iteration 48Q: 3 clusters Score -1660312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1660311.375000 Penalty: 4684.610840
	Iteration 49Q: 3 clusters Score -1660311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1660319.625000 Penalty: 4684.610840
	Iteration 50Q: 3 clusters Score -1660320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1660334.500000 Penalty: 4684.610840
	Iteration 51Q: 3 clusters Score -1660334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1660343.625000 Penalty: 4684.610840
	Iteration 52Q: 3 clusters Score -1660344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1660347.750000 Penalty: 4684.610840
	Iteration 53Q: 3 clusters Score -1660348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1660353.000000 Penalty: 4684.610840
	Iteration 54Q: 3 clusters Score -1660353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1660354.125000 Penalty: 4684.610840
	Iteration 55Q: 3 clusters Score -1660354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1660360.000000 Penalty: 4684.610840
	Iteration 56Q: 3 clusters Score -1660360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1660370.875000 Penalty: 4684.610840
	Iteration 57Q: 3 clusters Score -1660371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1660375.250000 Penalty: 4684.610840
	Iteration 58Q: 3 clusters Score -1660375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1660388.750000 Penalty: 4684.610840
	Iteration 59Q: 3 clusters Score -1660389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1660399.625000 Penalty: 4684.610840
	Iteration 60F: 3 clusters Score -1660400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1660405.750000 Penalty: 4684.610840
	Iteration 61Q: 3 clusters Score -1660406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1660415.500000 Penalty: 4684.610840
	Iteration 62Q: 3 clusters Score -1660416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1660424.625000 Penalty: 4684.610840
	Iteration 63Q: 3 clusters Score -1660425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1660435.375000 Penalty: 4684.610840
	Iteration 64Q: 3 clusters Score -1660435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1660434.875000 Penalty: 4684.610840
	Iteration 65Q: 3 clusters Score -1660435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1660448.125000 Penalty: 4684.610840
	Iteration 66Q: 3 clusters Score -1660448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1660455.000000 Penalty: 4684.610840
	Iteration 67Q: 3 clusters Score -1660455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1660460.625000 Penalty: 4684.610840
	Iteration 68Q: 3 clusters Score -1660461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1660466.875000 Penalty: 4684.610840
	Iteration 69Q: 3 clusters Score -1660467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1660470.250000 Penalty: 4684.610840
	Iteration 70Q: 3 clusters Score -1660470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1660478.000000 Penalty: 4684.610840
	Iteration 71Q: 3 clusters Score -1660478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1660482.875000 Penalty: 4684.610840
	Iteration 72Q: 3 clusters Score -1660483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1660484.875000 Penalty: 4684.610840
	Iteration 73Q: 3 clusters Score -1660485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1660487.125000 Penalty: 4684.610840
	Iteration 74Q: 3 clusters Score -1660487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1660493.375000 Penalty: 4684.610840
	Iteration 75Q: 3 clusters Score -1660493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1660494.375000 Penalty: 4684.610840
	Iteration 76Q: 3 clusters Score -1660494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1660499.000000 Penalty: 4684.610840
	Iteration 77Q: 3 clusters Score -1660499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1660498.875000 Penalty: 4684.610840
	Iteration 78Q: 3 clusters Score -1660499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1660499.500000 Penalty: 4684.610840
	Iteration 79Q: 3 clusters Score -1660500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1660499.625000 Penalty: 4684.610840
	Iteration 80F: 3 clusters Score -1660500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1660500.000000 Penalty: 4684.610840
	Iteration 81Q: 3 clusters Score -1660500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1660499.125000 Penalty: 4684.610840
	Iteration 82Q: 3 clusters Score -1660499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1660499.125000 Penalty: 4684.610840
	Iteration 83F: 3 clusters Score -1660499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74198.289062 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74198.29 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74722.046875 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74722.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74986.203125 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -74986.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75180.070312 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75180.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75355.851562 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -75355.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75499.250000 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -75499.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75627.226562 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -75627.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75778.828125 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -75778.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75921.578125 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -75921.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75956.195312 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -75956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75982.210938 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -75982.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76004.554688 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -76004.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76011.312500 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -76011.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76013.226562 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -76013.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76017.421875 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -76017.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76020.726562 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -76020.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76025.210938 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -76025.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76027.742188 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -76027.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76027.742188 Penalty: 3261.237549
	Iteration 18F: 3 clusters Score -76027.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185917 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41238 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 19 contains 192079 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38567 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 258 members 
Entering Unmasked Estep 
Score: -133228224.000000 Penalty: 99558.382812
Splitting cluster 25 changes total score from -133229768.000000 to -133228224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Entering Unmasked Estep 
Score: -534822.250000 Penalty: 2069.967285
	Iteration 0F: 2 clusters Score -534822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -530877.187500 Penalty: 4139.934570
	Iteration 0F: 3 clusters Score -530877.2 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -531979.937500 Penalty: 4139.934570
	Iteration 1F: 3 clusters Score -531979.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -532702.750000 Penalty: 4139.934570
	Iteration 2F: 3 clusters Score -532702.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -533461.437500 Penalty: 4139.934570
	Iteration 3F: 3 clusters Score -533461.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -534071.062500 Penalty: 4139.934570
	Iteration 4F: 3 clusters Score -534071.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -534431.375000 Penalty: 4139.934570
	Iteration 5F: 3 clusters Score -534431.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -534608.250000 Penalty: 4139.934570
	Iteration 6Q: 3 clusters Score -534608.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -534681.875000 Penalty: 4139.934570
	Iteration 7Q: 3 clusters Score -534681.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -534718.937500 Penalty: 4139.934570
	Iteration 8Q: 3 clusters Score -534718.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -534737.250000 Penalty: 4139.934570
	Iteration 9Q: 3 clusters Score -534737.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -534752.812500 Penalty: 4139.934570
	Iteration 10Q: 3 clusters Score -534752.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -534765.937500 Penalty: 4139.934570
	Iteration 11Q: 3 clusters Score -534765.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -534787.812500 Penalty: 4139.934570
	Iteration 12Q: 3 clusters Score -534787.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -534812.625000 Penalty: 4139.934570
	Iteration 13Q: 3 clusters Score -534812.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -534836.750000 Penalty: 4139.934570
	Iteration 14Q: 3 clusters Score -534836.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -534874.875000 Penalty: 4139.934570
	Iteration 15Q: 3 clusters Score -534874.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -534898.062500 Penalty: 4139.934570
	Iteration 16Q: 3 clusters Score -534898.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -534913.312500 Penalty: 4139.934570
	Iteration 17Q: 3 clusters Score -534913.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -534924.437500 Penalty: 4139.934570
	Iteration 18Q: 3 clusters Score -534924.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -534928.500000 Penalty: 4139.934570
	Iteration 19Q: 3 clusters Score -534928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -534932.187500 Penalty: 4139.934570
	Iteration 20F: 3 clusters Score -534932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -534935.125000 Penalty: 4139.934570
	Iteration 21Q: 3 clusters Score -534935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -534935.250000 Penalty: 4139.934570
	Iteration 22Q: 3 clusters Score -534935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -534936.875000 Penalty: 4139.934570
	Iteration 23Q: 3 clusters Score -534936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -534938.250000 Penalty: 4139.934570
	Iteration 24Q: 3 clusters Score -534938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -534939.875000 Penalty: 4139.934570
	Iteration 25Q: 3 clusters Score -534939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -534939.875000 Penalty: 4139.934570
	Iteration 26F: 3 clusters Score -534939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185917 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41238 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 19 contains 192079 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38567 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 1882 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 2334 members 
Entering Unmasked Estep 
Score: -133228400.000000 Penalty: 99558.382812
Splitting cluster 26 changes total score from -133229768.000000 to -133228400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (197168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197168 members 
Entering Unmasked Estep 
Score: -26176876.000000 Penalty: 3023.569336
	Iteration 0F: 2 clusters Score -2.617688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -26050408.000000 Penalty: 6047.138672
	Iteration 0F: 3 clusters Score -2.605041e+07 nChanged 95062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -26106306.000000 Penalty: 6047.138672
	Iteration 1F: 3 clusters Score -2.610631e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -26108444.000000 Penalty: 6047.138672
	Iteration 2Q: 3 clusters Score -2.610844e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 82226 members 
Entering Unmasked Estep 
Score: -26112366.000000 Penalty: 6047.138672
	Iteration 3Q: 3 clusters Score -2.611237e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -26119144.000000 Penalty: 6047.138672
	Iteration 4F: 3 clusters Score -2.611914e+07 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135806 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -26129562.000000 Penalty: 6047.138672
	Iteration 5F: 3 clusters Score -2.612956e+07 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149519 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -26144216.000000 Penalty: 6047.138672
	Iteration 6F: 3 clusters Score -2.614422e+07 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161115 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -26159424.000000 Penalty: 6047.138672
	Iteration 7F: 3 clusters Score -2.615942e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -26169146.000000 Penalty: 6047.138672
	Iteration 8Q: 3 clusters Score -2.616915e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -26172264.000000 Penalty: 6047.138672
	Iteration 9Q: 3 clusters Score -2.617226e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172811 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -26173296.000000 Penalty: 6047.138672
	Iteration 10Q: 3 clusters Score -2.61733e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174836 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -26173844.000000 Penalty: 6047.138672
	Iteration 11Q: 3 clusters Score -2.617384e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176766 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -26174198.000000 Penalty: 6047.138672
	Iteration 12Q: 3 clusters Score -2.61742e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178486 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -26174428.000000 Penalty: 6047.138672
	Iteration 13Q: 3 clusters Score -2.617443e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180091 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -26174692.000000 Penalty: 6047.138672
	Iteration 14Q: 3 clusters Score -2.617469e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181563 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -26174888.000000 Penalty: 6047.138672
	Iteration 15Q: 3 clusters Score -2.617489e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182912 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -26175084.000000 Penalty: 6047.138672
	Iteration 16Q: 3 clusters Score -2.617508e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184199 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -26175220.000000 Penalty: 6047.138672
	Iteration 17Q: 3 clusters Score -2.617522e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185393 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -26175216.000000 Penalty: 6047.138672
	Iteration 18Q: 3 clusters Score -2.617522e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186481 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -26175324.000000 Penalty: 6047.138672
	Iteration 19Q: 3 clusters Score -2.617532e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187492 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -26175384.000000 Penalty: 6047.138672
	Iteration 20F: 3 clusters Score -2.617538e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -26175430.000000 Penalty: 6047.138672
	Iteration 21Q: 3 clusters Score -2.617543e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189155 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -26175506.000000 Penalty: 6047.138672
	Iteration 22Q: 3 clusters Score -2.617551e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189874 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -26175446.000000 Penalty: 6047.138672
	Iteration 23Q: 3 clusters Score -2.617545e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190532 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -26175452.000000 Penalty: 6047.138672
	Iteration 24Q: 3 clusters Score -2.617545e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191117 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -26175506.000000 Penalty: 6047.138672
	Iteration 25Q: 3 clusters Score -2.617551e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191657 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -26175484.000000 Penalty: 6047.138672
	Iteration 26Q: 3 clusters Score -2.617548e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192103 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -26175546.000000 Penalty: 6047.138672
	Iteration 27Q: 3 clusters Score -2.617555e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192476 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -26175512.000000 Penalty: 6047.138672
	Iteration 28Q: 3 clusters Score -2.617551e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192794 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -26175530.000000 Penalty: 6047.138672
	Iteration 29Q: 3 clusters Score -2.617553e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193061 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -26175496.000000 Penalty: 6047.138672
	Iteration 30Q: 3 clusters Score -2.61755e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193274 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -26175476.000000 Penalty: 6047.138672
	Iteration 31Q: 3 clusters Score -2.617548e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193469 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -26175436.000000 Penalty: 6047.138672
	Iteration 32Q: 3 clusters Score -2.617544e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193616 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -26175478.000000 Penalty: 6047.138672
	Iteration 33Q: 3 clusters Score -2.617548e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193763 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -26175402.000000 Penalty: 6047.138672
	Iteration 34Q: 3 clusters Score -2.61754e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193891 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -26175426.000000 Penalty: 6047.138672
	Iteration 35Q: 3 clusters Score -2.617543e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194003 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -26175418.000000 Penalty: 6047.138672
	Iteration 36Q: 3 clusters Score -2.617542e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194142 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -26175420.000000 Penalty: 6047.138672
	Iteration 37Q: 3 clusters Score -2.617542e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194271 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -26175386.000000 Penalty: 6047.138672
	Iteration 38Q: 3 clusters Score -2.617539e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194366 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -26175334.000000 Penalty: 6047.138672
	Iteration 39Q: 3 clusters Score -2.617533e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194461 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -26175280.000000 Penalty: 6047.138672
	Iteration 40F: 3 clusters Score -2.617528e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194575 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -26175264.000000 Penalty: 6047.138672
	Iteration 41Q: 3 clusters Score -2.617526e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194654 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -26175236.000000 Penalty: 6047.138672
	Iteration 42Q: 3 clusters Score -2.617524e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194728 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -26175238.000000 Penalty: 6047.138672
	Iteration 43Q: 3 clusters Score -2.617524e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194785 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -26175220.000000 Penalty: 6047.138672
	Iteration 44Q: 3 clusters Score -2.617522e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194841 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -26175260.000000 Penalty: 6047.138672
	Iteration 45Q: 3 clusters Score -2.617526e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194890 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -26175274.000000 Penalty: 6047.138672
	Iteration 46Q: 3 clusters Score -2.617527e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194933 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -26175282.000000 Penalty: 6047.138672
	Iteration 47Q: 3 clusters Score -2.617528e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194974 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -26175278.000000 Penalty: 6047.138672
	Iteration 48Q: 3 clusters Score -2.617528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195007 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -26175264.000000 Penalty: 6047.138672
	Iteration 49Q: 3 clusters Score -2.617526e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195038 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -26175282.000000 Penalty: 6047.138672
	Iteration 50Q: 3 clusters Score -2.617528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195067 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -26175260.000000 Penalty: 6047.138672
	Iteration 51Q: 3 clusters Score -2.617526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195097 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -26175230.000000 Penalty: 6047.138672
	Iteration 52Q: 3 clusters Score -2.617523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195123 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -26175208.000000 Penalty: 6047.138672
	Iteration 53Q: 3 clusters Score -2.617521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195146 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -26175194.000000 Penalty: 6047.138672
	Iteration 54Q: 3 clusters Score -2.617519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195163 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -26175224.000000 Penalty: 6047.138672
	Iteration 55Q: 3 clusters Score -2.617522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195179 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -26175226.000000 Penalty: 6047.138672
	Iteration 56Q: 3 clusters Score -2.617523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195191 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -26175226.000000 Penalty: 6047.138672
	Iteration 57Q: 3 clusters Score -2.617523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195202 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -26175202.000000 Penalty: 6047.138672
	Iteration 58Q: 3 clusters Score -2.61752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195216 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -26175230.000000 Penalty: 6047.138672
	Iteration 59Q: 3 clusters Score -2.617523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195227 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -26175214.000000 Penalty: 6047.138672
	Iteration 60F: 3 clusters Score -2.617521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195233 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -26175216.000000 Penalty: 6047.138672
	Iteration 61Q: 3 clusters Score -2.617522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195236 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -26175218.000000 Penalty: 6047.138672
	Iteration 62Q: 3 clusters Score -2.617522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195238 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -26175206.000000 Penalty: 6047.138672
	Iteration 63Q: 3 clusters Score -2.617521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -26175182.000000 Penalty: 6047.138672
	Iteration 64Q: 3 clusters Score -2.617518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195247 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -26175178.000000 Penalty: 6047.138672
	Iteration 65Q: 3 clusters Score -2.617518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195252 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -26175184.000000 Penalty: 6047.138672
	Iteration 66Q: 3 clusters Score -2.617518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195258 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -26175186.000000 Penalty: 6047.138672
	Iteration 67Q: 3 clusters Score -2.617519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195265 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -26175144.000000 Penalty: 6047.138672
	Iteration 68Q: 3 clusters Score -2.617514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195271 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -26175158.000000 Penalty: 6047.138672
	Iteration 69Q: 3 clusters Score -2.617516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195278 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -26175176.000000 Penalty: 6047.138672
	Iteration 70Q: 3 clusters Score -2.617518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195281 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -26175158.000000 Penalty: 6047.138672
	Iteration 71Q: 3 clusters Score -2.617516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195284 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -26175164.000000 Penalty: 6047.138672
	Iteration 72Q: 3 clusters Score -2.617516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195286 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -26175152.000000 Penalty: 6047.138672
	Iteration 73Q: 3 clusters Score -2.617515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195287 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -26175168.000000 Penalty: 6047.138672
	Iteration 74Q: 3 clusters Score -2.617517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195287 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -26175168.000000 Penalty: 6047.138672
	Iteration 75F: 3 clusters Score -2.617517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -228127.578125 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -228127.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -225665.140625 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -225665.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -226068.656250 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -226068.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -226174.328125 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -226174.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226234.406250 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -226234.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -226269.562500 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -226269.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226291.109375 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -226291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -226301.625000 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -226301.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -226311.546875 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -226311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -226318.078125 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -226318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -226320.453125 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -226320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -226322.671875 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -226322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -226324.437500 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -226324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -226326.015625 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -226326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -226326.500000 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -226326.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226327.046875 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -226327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226327.046875 Penalty: 3705.513672
	Iteration 15F: 3 clusters Score -226327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19627 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185917 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41238 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 68649 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 19 contains 192079 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38567 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229824.000000 Penalty: 96125.335938
Iteration 279Q: 29 clusters Score -1.332298e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19644 members 
Mstep: Class 3 contains 23801 members 
Mstep: Class 4 contains 45875 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185874 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41239 members 
Mstep: Class 12 contains 6572 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39318 members 
Mstep: Class 15 contains 25873 members 
Mstep: Class 16 contains 68665 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79118 members 
Mstep: Class 19 contains 192087 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38573 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 197170 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229792.000000 Penalty: 96125.335938
Iteration 280F: 29 clusters Score -1.332298e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19670 members 
Mstep: Class 3 contains 23804 members 
Mstep: Class 4 contains 45876 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185844 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41237 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 15 contains 25875 members 
Mstep: Class 16 contains 68667 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79088 members 
Mstep: Class 19 contains 192091 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38583 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 197180 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229776.000000 Penalty: 96125.335938
Iteration 281Q: 29 clusters Score -1.332298e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19691 members 
Mstep: Class 3 contains 23808 members 
Mstep: Class 4 contains 45876 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185821 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41238 members 
Mstep: Class 12 contains 6571 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 25874 members 
Mstep: Class 16 contains 68678 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79067 members 
Mstep: Class 19 contains 192090 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38586 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197186 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229840.000000 Penalty: 96125.335938
Iteration 282Q: 29 clusters Score -1.332298e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19713 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 45875 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185797 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41239 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 25878 members 
Mstep: Class 16 contains 68683 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79048 members 
Mstep: Class 19 contains 192091 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38590 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12645 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 197178 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229896.000000 Penalty: 96125.335938
Iteration 283Q: 29 clusters Score -1.332299e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19731 members 
Mstep: Class 3 contains 23819 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185782 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41240 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 25881 members 
Mstep: Class 16 contains 68691 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79029 members 
Mstep: Class 19 contains 192092 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38603 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12647 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 197165 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229888.000000 Penalty: 96125.335938
Iteration 284Q: 29 clusters Score -1.332299e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19746 members 
Mstep: Class 3 contains 23818 members 
Mstep: Class 4 contains 45873 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19101 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185780 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41242 members 
Mstep: Class 12 contains 6566 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39323 members 
Mstep: Class 15 contains 25881 members 
Mstep: Class 16 contains 68705 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79014 members 
Mstep: Class 19 contains 192097 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38616 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12648 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197142 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229976.000000 Penalty: 96125.335938
Iteration 285Q: 29 clusters Score -1.3323e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19758 members 
Mstep: Class 3 contains 23820 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185784 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 41241 members 
Mstep: Class 12 contains 6563 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39322 members 
Mstep: Class 15 contains 25885 members 
Mstep: Class 16 contains 68714 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 79005 members 
Mstep: Class 19 contains 192097 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38631 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197108 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229912.000000 Penalty: 96125.335938
Iteration 286Q: 29 clusters Score -1.332299e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19773 members 
Mstep: Class 3 contains 23823 members 
Mstep: Class 4 contains 45872 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185796 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 41240 members 
Mstep: Class 12 contains 6561 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 15 contains 25887 members 
Mstep: Class 16 contains 68718 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78992 members 
Mstep: Class 19 contains 192100 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38644 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197071 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229760.000000 Penalty: 96125.335938
Iteration 287Q: 29 clusters Score -1.332298e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19790 members 
Mstep: Class 3 contains 23828 members 
Mstep: Class 4 contains 45865 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185805 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 41243 members 
Mstep: Class 12 contains 6558 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39321 members 
Mstep: Class 15 contains 25887 members 
Mstep: Class 16 contains 68728 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78980 members 
Mstep: Class 19 contains 192103 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38654 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197036 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229800.000000 Penalty: 96125.335938
Iteration 288Q: 29 clusters Score -1.332298e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19799 members 
Mstep: Class 3 contains 23830 members 
Mstep: Class 4 contains 45869 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185804 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 41249 members 
Mstep: Class 12 contains 6559 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39322 members 
Mstep: Class 15 contains 25890 members 
Mstep: Class 16 contains 68743 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78960 members 
Mstep: Class 19 contains 192103 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38661 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12652 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197011 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229856.000000 Penalty: 96125.335938
Iteration 289Q: 29 clusters Score -1.332299e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19804 members 
Mstep: Class 3 contains 23838 members 
Mstep: Class 4 contains 45866 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185816 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 41254 members 
Mstep: Class 12 contains 6558 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39323 members 
Mstep: Class 15 contains 25891 members 
Mstep: Class 16 contains 68749 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78945 members 
Mstep: Class 19 contains 192103 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38666 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 196988 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229928.000000 Penalty: 96125.335938
Iteration 290Q: 29 clusters Score -1.332299e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19814 members 
Mstep: Class 3 contains 23838 members 
Mstep: Class 4 contains 45867 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19103 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185800 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 41263 members 
Mstep: Class 12 contains 6558 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39323 members 
Mstep: Class 15 contains 25892 members 
Mstep: Class 16 contains 68754 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78937 members 
Mstep: Class 19 contains 192100 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38668 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12650 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 196990 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229832.000000 Penalty: 96125.335938
Iteration 291Q: 29 clusters Score -1.332298e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19828 members 
Mstep: Class 3 contains 23839 members 
Mstep: Class 4 contains 45865 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185793 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 41268 members 
Mstep: Class 12 contains 6557 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 25895 members 
Mstep: Class 16 contains 68756 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78933 members 
Mstep: Class 19 contains 192099 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38669 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12649 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 196979 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229904.000000 Penalty: 96125.335938
Iteration 292Q: 29 clusters Score -1.332299e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19842 members 
Mstep: Class 3 contains 23839 members 
Mstep: Class 4 contains 45860 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19103 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185787 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 41276 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 15 contains 25897 members 
Mstep: Class 16 contains 68759 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78925 members 
Mstep: Class 19 contains 192097 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38671 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12650 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 196971 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229992.000000 Penalty: 96125.335938
Iteration 293Q: 29 clusters Score -1.3323e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19851 members 
Mstep: Class 3 contains 23841 members 
Mstep: Class 4 contains 45856 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185755 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 41282 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 15 contains 25899 members 
Mstep: Class 16 contains 68765 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78924 members 
Mstep: Class 19 contains 192097 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38675 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 196976 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229960.000000 Penalty: 96125.335938
Iteration 294Q: 29 clusters Score -1.3323e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19863 members 
Mstep: Class 3 contains 23842 members 
Mstep: Class 4 contains 45852 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19103 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185729 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 41290 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 25896 members 
Mstep: Class 16 contains 68770 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78913 members 
Mstep: Class 19 contains 192099 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38680 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 196986 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229984.000000 Penalty: 96125.335938
Iteration 295Q: 29 clusters Score -1.3323e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19881 members 
Mstep: Class 3 contains 23843 members 
Mstep: Class 4 contains 45849 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19103 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185702 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41296 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 25898 members 
Mstep: Class 16 contains 68771 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78907 members 
Mstep: Class 19 contains 192099 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38681 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196993 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230040.000000 Penalty: 96125.335938
Iteration 296Q: 29 clusters Score -1.3323e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19891 members 
Mstep: Class 3 contains 23840 members 
Mstep: Class 4 contains 45847 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185685 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41300 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 25905 members 
Mstep: Class 16 contains 68776 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78902 members 
Mstep: Class 19 contains 192101 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38683 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12652 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196992 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230024.000000 Penalty: 96125.335938
Iteration 297Q: 29 clusters Score -1.3323e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19899 members 
Mstep: Class 3 contains 23837 members 
Mstep: Class 4 contains 45847 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185675 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41304 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 25909 members 
Mstep: Class 16 contains 68773 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78890 members 
Mstep: Class 19 contains 192102 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38683 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12652 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197004 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229976.000000 Penalty: 96125.335938
Iteration 298Q: 29 clusters Score -1.3323e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19907 members 
Mstep: Class 3 contains 23833 members 
Mstep: Class 4 contains 45848 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19104 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185676 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41306 members 
Mstep: Class 12 contains 6556 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 25910 members 
Mstep: Class 16 contains 68775 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78882 members 
Mstep: Class 19 contains 192102 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38683 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196999 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229928.000000 Penalty: 96125.335938
Iteration 299Q: 29 clusters Score -1.332299e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 19915 members 
Mstep: Class 3 contains 23835 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185655 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41308 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 25910 members 
Mstep: Class 16 contains 68776 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78877 members 
Mstep: Class 19 contains 192102 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38683 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12650 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 197010 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229904.000000 Penalty: 96125.335938
Iteration 300F: 29 clusters Score -1.332299e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 19925 members 
Mstep: Class 3 contains 23830 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185623 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41312 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 25914 members 
Mstep: Class 16 contains 68785 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78864 members 
Mstep: Class 19 contains 192103 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38684 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12650 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 197030 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229848.000000 Penalty: 96125.335938
Iteration 301Q: 29 clusters Score -1.332298e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 19938 members 
Mstep: Class 3 contains 23823 members 
Mstep: Class 4 contains 45852 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185591 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41316 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 25916 members 
Mstep: Class 16 contains 68788 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78856 members 
Mstep: Class 19 contains 192104 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38689 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197048 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229712.000000 Penalty: 96125.335938
Iteration 302Q: 29 clusters Score -1.332297e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 19947 members 
Mstep: Class 3 contains 23818 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185555 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41313 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 25919 members 
Mstep: Class 16 contains 68790 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78843 members 
Mstep: Class 19 contains 192103 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38696 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197081 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229768.000000 Penalty: 96125.335938
Iteration 303Q: 29 clusters Score -1.332298e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 19961 members 
Mstep: Class 3 contains 23822 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185530 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41312 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68788 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78834 members 
Mstep: Class 19 contains 192106 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38697 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 197095 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229856.000000 Penalty: 96125.335938
Iteration 304Q: 29 clusters Score -1.332299e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 19983 members 
Mstep: Class 3 contains 23820 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 19108 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185505 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41310 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 25922 members 
Mstep: Class 16 contains 68786 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78822 members 
Mstep: Class 19 contains 192113 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38701 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 197104 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229664.000000 Penalty: 96125.335938
Iteration 305Q: 29 clusters Score -1.332297e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20011 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 19108 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185465 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41311 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68793 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78817 members 
Mstep: Class 19 contains 192116 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38702 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 197112 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229888.000000 Penalty: 96125.335938
Iteration 306Q: 29 clusters Score -1.332299e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20035 members 
Mstep: Class 3 contains 23820 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185428 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41310 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39328 members 
Mstep: Class 15 contains 25922 members 
Mstep: Class 16 contains 68793 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78816 members 
Mstep: Class 19 contains 192116 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38704 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197123 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229736.000000 Penalty: 96125.335938
Iteration 307Q: 29 clusters Score -1.332297e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20056 members 
Mstep: Class 3 contains 23815 members 
Mstep: Class 4 contains 45849 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185407 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41308 members 
Mstep: Class 12 contains 6553 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 25922 members 
Mstep: Class 16 contains 68792 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78802 members 
Mstep: Class 19 contains 192115 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38706 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197147 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229704.000000 Penalty: 96125.335938
Iteration 308Q: 29 clusters Score -1.332297e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20065 members 
Mstep: Class 3 contains 23812 members 
Mstep: Class 4 contains 45850 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185382 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41308 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68799 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78797 members 
Mstep: Class 19 contains 192118 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38707 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12653 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197157 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229664.000000 Penalty: 96125.335938
Iteration 309Q: 29 clusters Score -1.332297e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20071 members 
Mstep: Class 3 contains 23810 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 19109 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185348 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41310 members 
Mstep: Class 12 contains 6551 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68811 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78789 members 
Mstep: Class 19 contains 192119 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38709 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197174 members 
Mstep: Class 28 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229616.000000 Penalty: 96125.335938
Iteration 310Q: 29 clusters Score -1.332296e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20087 members 
Mstep: Class 3 contains 23811 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 19109 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185326 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41315 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68813 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78784 members 
Mstep: Class 19 contains 192121 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38716 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197168 members 
Mstep: Class 28 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229664.000000 Penalty: 96125.335938
Iteration 311Q: 29 clusters Score -1.332297e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20105 members 
Mstep: Class 3 contains 23813 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185300 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41315 members 
Mstep: Class 12 contains 6545 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 25918 members 
Mstep: Class 16 contains 68821 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78775 members 
Mstep: Class 19 contains 192121 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38723 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197169 members 
Mstep: Class 28 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229624.000000 Penalty: 96125.335938
Iteration 312Q: 29 clusters Score -1.332296e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20118 members 
Mstep: Class 3 contains 23811 members 
Mstep: Class 4 contains 45852 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 19112 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185284 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41319 members 
Mstep: Class 12 contains 6543 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 25913 members 
Mstep: Class 16 contains 68829 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78761 members 
Mstep: Class 19 contains 192128 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38724 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197173 members 
Mstep: Class 28 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229648.000000 Penalty: 96125.335938
Iteration 313Q: 29 clusters Score -1.332296e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20131 members 
Mstep: Class 3 contains 23814 members 
Mstep: Class 4 contains 45854 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 19112 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185267 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41319 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 25908 members 
Mstep: Class 16 contains 68831 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78753 members 
Mstep: Class 19 contains 192128 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197185 members 
Mstep: Class 28 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229528.000000 Penalty: 96125.335938
Iteration 314Q: 29 clusters Score -1.332295e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20152 members 
Mstep: Class 3 contains 23816 members 
Mstep: Class 4 contains 45856 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185226 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41319 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 25908 members 
Mstep: Class 16 contains 68836 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78751 members 
Mstep: Class 19 contains 192128 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38726 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197199 members 
Mstep: Class 28 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229528.000000 Penalty: 96125.335938
Iteration 315Q: 29 clusters Score -1.332295e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20168 members 
Mstep: Class 3 contains 23820 members 
Mstep: Class 4 contains 45854 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19109 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185190 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41320 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 25908 members 
Mstep: Class 16 contains 68836 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78747 members 
Mstep: Class 19 contains 192131 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38729 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197218 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229512.000000 Penalty: 96125.335938
Iteration 316Q: 29 clusters Score -1.332295e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20187 members 
Mstep: Class 3 contains 23825 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19108 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185153 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41328 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 25911 members 
Mstep: Class 16 contains 68838 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78739 members 
Mstep: Class 19 contains 192133 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38728 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197226 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229560.000000 Penalty: 96125.335938
Iteration 317Q: 29 clusters Score -1.332296e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20202 members 
Mstep: Class 3 contains 23829 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185109 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41329 members 
Mstep: Class 12 contains 6531 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39338 members 
Mstep: Class 15 contains 25916 members 
Mstep: Class 16 contains 68841 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78730 members 
Mstep: Class 19 contains 192133 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38732 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197248 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229704.000000 Penalty: 96125.335938
Iteration 318Q: 29 clusters Score -1.332297e+08 nChanged 112
Entering ConstructFrom: 
Score: -133229704.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Entering Unmasked Estep 
Score: -683202.062500 Penalty: 2129.922363
	Iteration 0F: 2 clusters Score -683202.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -678443.250000 Penalty: 4259.844727
	Iteration 0F: 3 clusters Score -678443.2 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -679636.937500 Penalty: 4259.844727
	Iteration 1F: 3 clusters Score -679636.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -680033.312500 Penalty: 4259.844727
	Iteration 2F: 3 clusters Score -680033.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -680401.875000 Penalty: 4259.844727
	Iteration 3F: 3 clusters Score -680401.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -680763.250000 Penalty: 4259.844727
	Iteration 4F: 3 clusters Score -680763.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -681056.375000 Penalty: 4259.844727
	Iteration 5F: 3 clusters Score -681056.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -681266.250000 Penalty: 4259.844727
	Iteration 6F: 3 clusters Score -681266.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -681427.187500 Penalty: 4259.844727
	Iteration 7Q: 3 clusters Score -681427.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -681531.500000 Penalty: 4259.844727
	Iteration 8Q: 3 clusters Score -681531.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -681607.500000 Penalty: 4259.844727
	Iteration 9Q: 3 clusters Score -681607.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -681672.937500 Penalty: 4259.844727
	Iteration 10Q: 3 clusters Score -681672.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -681724.750000 Penalty: 4259.844727
	Iteration 11Q: 3 clusters Score -681724.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -681759.687500 Penalty: 4259.844727
	Iteration 12Q: 3 clusters Score -681759.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -681789.750000 Penalty: 4259.844727
	Iteration 13Q: 3 clusters Score -681789.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -681816.812500 Penalty: 4259.844727
	Iteration 14Q: 3 clusters Score -681816.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -681837.687500 Penalty: 4259.844727
	Iteration 15Q: 3 clusters Score -681837.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -681854.687500 Penalty: 4259.844727
	Iteration 16Q: 3 clusters Score -681854.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -681872.000000 Penalty: 4259.844727
	Iteration 17Q: 3 clusters Score -681872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -681889.812500 Penalty: 4259.844727
	Iteration 18Q: 3 clusters Score -681889.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -681907.375000 Penalty: 4259.844727
	Iteration 19Q: 3 clusters Score -681907.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -681917.312500 Penalty: 4259.844727
	Iteration 20F: 3 clusters Score -681917.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -681924.437500 Penalty: 4259.844727
	Iteration 21Q: 3 clusters Score -681924.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -681929.687500 Penalty: 4259.844727
	Iteration 22Q: 3 clusters Score -681929.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -681934.000000 Penalty: 4259.844727
	Iteration 23Q: 3 clusters Score -681934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -681936.500000 Penalty: 4259.844727
	Iteration 24Q: 3 clusters Score -681936.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -681937.125000 Penalty: 4259.844727
	Iteration 25Q: 3 clusters Score -681937.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -681938.500000 Penalty: 4259.844727
	Iteration 26Q: 3 clusters Score -681938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -681938.000000 Penalty: 4259.844727
	Iteration 27Q: 3 clusters Score -681938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -681939.937500 Penalty: 4259.844727
	Iteration 28Q: 3 clusters Score -681939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -681940.437500 Penalty: 4259.844727
	Iteration 29Q: 3 clusters Score -681940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -681942.625000 Penalty: 4259.844727
	Iteration 30Q: 3 clusters Score -681942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -681942.937500 Penalty: 4259.844727
	Iteration 31Q: 3 clusters Score -681942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -681944.187500 Penalty: 4259.844727
	Iteration 32Q: 3 clusters Score -681944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -681945.875000 Penalty: 4259.844727
	Iteration 33Q: 3 clusters Score -681945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -681946.375000 Penalty: 4259.844727
	Iteration 34Q: 3 clusters Score -681946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -681947.812500 Penalty: 4259.844727
	Iteration 35Q: 3 clusters Score -681947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -681949.875000 Penalty: 4259.844727
	Iteration 36Q: 3 clusters Score -681949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -681950.937500 Penalty: 4259.844727
	Iteration 37Q: 3 clusters Score -681950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -681952.250000 Penalty: 4259.844727
	Iteration 38Q: 3 clusters Score -681952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -681954.937500 Penalty: 4259.844727
	Iteration 39Q: 3 clusters Score -681954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -681955.437500 Penalty: 4259.844727
	Iteration 40F: 3 clusters Score -681955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -681954.562500 Penalty: 4259.844727
	Iteration 41Q: 3 clusters Score -681954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -681954.562500 Penalty: 4259.844727
	Iteration 42F: 3 clusters Score -681954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Entering Unmasked Estep 
Score: -2716762.000000 Penalty: 2458.753418
	Iteration 0F: 2 clusters Score -2716762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2702588.250000 Penalty: 4917.506836
	Iteration 0F: 3 clusters Score -2702588 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2707385.000000 Penalty: 4917.506836
	Iteration 1F: 3 clusters Score -2707385 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2707855.500000 Penalty: 4917.506836
	Iteration 2F: 3 clusters Score -2707856 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2708228.750000 Penalty: 4917.506836
	Iteration 3Q: 3 clusters Score -2708229 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2708554.250000 Penalty: 4917.506836
	Iteration 4Q: 3 clusters Score -2708554 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2708864.000000 Penalty: 4917.506836
	Iteration 5Q: 3 clusters Score -2708864 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2709237.750000 Penalty: 4917.506836
	Iteration 6Q: 3 clusters Score -2709238 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2709720.000000 Penalty: 4917.506836
	Iteration 7Q: 3 clusters Score -2709720 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2710363.000000 Penalty: 4917.506836
	Iteration 8F: 3 clusters Score -2710363 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2711198.750000 Penalty: 4917.506836
	Iteration 9F: 3 clusters Score -2711199 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2712263.500000 Penalty: 4917.506836
	Iteration 10F: 3 clusters Score -2712264 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2713418.250000 Penalty: 4917.506836
	Iteration 11F: 3 clusters Score -2713418 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2714425.500000 Penalty: 4917.506836
	Iteration 12Q: 3 clusters Score -2714426 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2715267.250000 Penalty: 4917.506836
	Iteration 13Q: 3 clusters Score -2715267 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2715906.500000 Penalty: 4917.506836
	Iteration 14Q: 3 clusters Score -2715906 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2716240.250000 Penalty: 4917.506836
	Iteration 15Q: 3 clusters Score -2716240 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2716396.750000 Penalty: 4917.506836
	Iteration 16Q: 3 clusters Score -2716397 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2716510.500000 Penalty: 4917.506836
	Iteration 17Q: 3 clusters Score -2716510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2716575.500000 Penalty: 4917.506836
	Iteration 18Q: 3 clusters Score -2716576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2716610.500000 Penalty: 4917.506836
	Iteration 19Q: 3 clusters Score -2716610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2717163.250000 Penalty: 4917.506836
	Iteration 20F: 3 clusters Score -2717163 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2717356.500000 Penalty: 4917.506836
	Iteration 21Q: 3 clusters Score -2717356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2717439.250000 Penalty: 4917.506836
	Iteration 22Q: 3 clusters Score -2717439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2717467.250000 Penalty: 4917.506836
	Iteration 23Q: 3 clusters Score -2717467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2717483.250000 Penalty: 4917.506836
	Iteration 24Q: 3 clusters Score -2717483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2717491.000000 Penalty: 4917.506836
	Iteration 25Q: 3 clusters Score -2717491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2717495.750000 Penalty: 4917.506836
	Iteration 26Q: 3 clusters Score -2717496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2717503.250000 Penalty: 4917.506836
	Iteration 27Q: 3 clusters Score -2717503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2717504.500000 Penalty: 4917.506836
	Iteration 28Q: 3 clusters Score -2717504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2717503.000000 Penalty: 4917.506836
	Iteration 29Q: 3 clusters Score -2717503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2717503.000000 Penalty: 4917.506836
	Iteration 30F: 3 clusters Score -2717503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 19173 members 
Mstep: Class 3 contains 23833 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185070 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41330 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68842 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78726 members 
Mstep: Class 19 contains 192132 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38736 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197257 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 1045 members 
Entering Unmasked Estep 
Score: -133229680.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133229704.000000 to -133229680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Entering Unmasked Estep 
Score: -3216055.750000 Penalty: 2499.549072
	Iteration 0F: 2 clusters Score -3216056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3199460.750000 Penalty: 4999.098145
	Iteration 0F: 3 clusters Score -3199461 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3205311.250000 Penalty: 4999.098145
	Iteration 1F: 3 clusters Score -3205311 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3205778.250000 Penalty: 4999.098145
	Iteration 2F: 3 clusters Score -3205778 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3206236.500000 Penalty: 4999.098145
	Iteration 3Q: 3 clusters Score -3206236 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3206714.250000 Penalty: 4999.098145
	Iteration 4Q: 3 clusters Score -3206714 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3207257.500000 Penalty: 4999.098145
	Iteration 5Q: 3 clusters Score -3207258 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3207925.750000 Penalty: 4999.098145
	Iteration 6Q: 3 clusters Score -3207926 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3208702.750000 Penalty: 4999.098145
	Iteration 7Q: 3 clusters Score -3208703 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3209590.250000 Penalty: 4999.098145
	Iteration 8F: 3 clusters Score -3209590 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3210512.750000 Penalty: 4999.098145
	Iteration 9F: 3 clusters Score -3210513 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3211357.250000 Penalty: 4999.098145
	Iteration 10Q: 3 clusters Score -3211357 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3212085.000000 Penalty: 4999.098145
	Iteration 11Q: 3 clusters Score -3212085 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3212707.250000 Penalty: 4999.098145
	Iteration 12Q: 3 clusters Score -3212707 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3213126.250000 Penalty: 4999.098145
	Iteration 13Q: 3 clusters Score -3213126 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3213389.500000 Penalty: 4999.098145
	Iteration 14Q: 3 clusters Score -3213390 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3213540.500000 Penalty: 4999.098145
	Iteration 15Q: 3 clusters Score -3213540 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3213644.000000 Penalty: 4999.098145
	Iteration 16Q: 3 clusters Score -3213644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3213704.000000 Penalty: 4999.098145
	Iteration 17Q: 3 clusters Score -3213704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3213757.250000 Penalty: 4999.098145
	Iteration 18Q: 3 clusters Score -3213757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3213795.500000 Penalty: 4999.098145
	Iteration 19Q: 3 clusters Score -3213796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3213820.000000 Penalty: 4999.098145
	Iteration 20F: 3 clusters Score -3213820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3213850.000000 Penalty: 4999.098145
	Iteration 21Q: 3 clusters Score -3213850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3213855.500000 Penalty: 4999.098145
	Iteration 22Q: 3 clusters Score -3213856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3213863.500000 Penalty: 4999.098145
	Iteration 23Q: 3 clusters Score -3213864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3213872.500000 Penalty: 4999.098145
	Iteration 24Q: 3 clusters Score -3213872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3213884.000000 Penalty: 4999.098145
	Iteration 25Q: 3 clusters Score -3213884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3213894.750000 Penalty: 4999.098145
	Iteration 26Q: 3 clusters Score -3213895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3213899.250000 Penalty: 4999.098145
	Iteration 27Q: 3 clusters Score -3213899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3213901.000000 Penalty: 4999.098145
	Iteration 28Q: 3 clusters Score -3213901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3213909.250000 Penalty: 4999.098145
	Iteration 29Q: 3 clusters Score -3213909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3213913.500000 Penalty: 4999.098145
	Iteration 30Q: 3 clusters Score -3213914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3213913.750000 Penalty: 4999.098145
	Iteration 31Q: 3 clusters Score -3213914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3213915.500000 Penalty: 4999.098145
	Iteration 32Q: 3 clusters Score -3213916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3213916.250000 Penalty: 4999.098145
	Iteration 33Q: 3 clusters Score -3213916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3213917.750000 Penalty: 4999.098145
	Iteration 34Q: 3 clusters Score -3213918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3213921.000000 Penalty: 4999.098145
	Iteration 35Q: 3 clusters Score -3213921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3213922.000000 Penalty: 4999.098145
	Iteration 36Q: 3 clusters Score -3213922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3213921.250000 Penalty: 4999.098145
	Iteration 37Q: 3 clusters Score -3213921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3213923.250000 Penalty: 4999.098145
	Iteration 38Q: 3 clusters Score -3213923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3213923.250000 Penalty: 4999.098145
	Iteration 39Q: 3 clusters Score -3213923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3213927.500000 Penalty: 4999.098145
	Iteration 40F: 3 clusters Score -3213928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Entering Unmasked Estep 
Score: -5965088.500000 Penalty: 2661.821777
	Iteration 0F: 2 clusters Score -5965088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -5934234.000000 Penalty: 5323.643555
	Iteration 0F: 3 clusters Score -5934234 nChanged 20915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -5945655.000000 Penalty: 5323.643555
	Iteration 1F: 3 clusters Score -5945655 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -5946176.500000 Penalty: 5323.643555
	Iteration 2Q: 3 clusters Score -5946176 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -5946649.500000 Penalty: 5323.643555
	Iteration 3Q: 3 clusters Score -5946650 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -5947235.000000 Penalty: 5323.643555
	Iteration 4Q: 3 clusters Score -5947235 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -5948033.000000 Penalty: 5323.643555
	Iteration 5Q: 3 clusters Score -5948033 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5949386.500000 Penalty: 5323.643555
	Iteration 6F: 3 clusters Score -5949386 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -5951519.000000 Penalty: 5323.643555
	Iteration 7F: 3 clusters Score -5951519 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -5954577.500000 Penalty: 5323.643555
	Iteration 8F: 3 clusters Score -5954578 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5958010.000000 Penalty: 5323.643555
	Iteration 9F: 3 clusters Score -5958010 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5960578.500000 Penalty: 5323.643555
	Iteration 10F: 3 clusters Score -5960578 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5961858.500000 Penalty: 5323.643555
	Iteration 11Q: 3 clusters Score -5961858 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5962367.500000 Penalty: 5323.643555
	Iteration 12Q: 3 clusters Score -5962368 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5962563.000000 Penalty: 5323.643555
	Iteration 13Q: 3 clusters Score -5962563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5962632.000000 Penalty: 5323.643555
	Iteration 14Q: 3 clusters Score -5962632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5962664.000000 Penalty: 5323.643555
	Iteration 15Q: 3 clusters Score -5962664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5962684.500000 Penalty: 5323.643555
	Iteration 16Q: 3 clusters Score -5962684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5962693.000000 Penalty: 5323.643555
	Iteration 17Q: 3 clusters Score -5962693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5962703.500000 Penalty: 5323.643555
	Iteration 18Q: 3 clusters Score -5962704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5962714.000000 Penalty: 5323.643555
	Iteration 19Q: 3 clusters Score -5962714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5962724.500000 Penalty: 5323.643555
	Iteration 20F: 3 clusters Score -5962724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5962738.000000 Penalty: 5323.643555
	Iteration 21Q: 3 clusters Score -5962738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5962735.000000 Penalty: 5323.643555
	Iteration 22Q: 3 clusters Score -5962735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5962735.500000 Penalty: 5323.643555
	Iteration 23Q: 3 clusters Score -5962736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5962738.500000 Penalty: 5323.643555
	Iteration 24Q: 3 clusters Score -5962738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5962735.500000 Penalty: 5323.643555
	Iteration 25Q: 3 clusters Score -5962736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5962745.000000 Penalty: 5323.643555
	Iteration 26Q: 3 clusters Score -5962745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5962745.000000 Penalty: 5323.643555
	Iteration 27F: 3 clusters Score -5962745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -198751.937500 Penalty: 1839.857666
	Iteration 0F: 2 clusters Score -198751.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -196398.156250 Penalty: 3679.715332
	Iteration 0F: 3 clusters Score -196398.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -197087.406250 Penalty: 3679.715332
	Iteration 1F: 3 clusters Score -197087.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -197610.328125 Penalty: 3679.715332
	Iteration 2F: 3 clusters Score -197610.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -197965.453125 Penalty: 3679.715332
	Iteration 3F: 3 clusters Score -197965.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -198210.734375 Penalty: 3679.715332
	Iteration 4F: 3 clusters Score -198210.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -198348.015625 Penalty: 3679.715332
	Iteration 5Q: 3 clusters Score -198348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -198426.859375 Penalty: 3679.715332
	Iteration 6Q: 3 clusters Score -198426.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -198505.468750 Penalty: 3679.715332
	Iteration 7Q: 3 clusters Score -198505.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -198550.937500 Penalty: 3679.715332
	Iteration 8Q: 3 clusters Score -198550.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -198598.421875 Penalty: 3679.715332
	Iteration 9Q: 3 clusters Score -198598.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -198625.640625 Penalty: 3679.715332
	Iteration 10Q: 3 clusters Score -198625.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -198641.593750 Penalty: 3679.715332
	Iteration 11Q: 3 clusters Score -198641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -198657.125000 Penalty: 3679.715332
	Iteration 12Q: 3 clusters Score -198657.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -198672.328125 Penalty: 3679.715332
	Iteration 13Q: 3 clusters Score -198672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -198681.312500 Penalty: 3679.715332
	Iteration 14Q: 3 clusters Score -198681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -198686.812500 Penalty: 3679.715332
	Iteration 15Q: 3 clusters Score -198686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -198688.046875 Penalty: 3679.715332
	Iteration 16Q: 3 clusters Score -198688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -198688.046875 Penalty: 3679.715332
	Iteration 17F: 3 clusters Score -198688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -306620.718750 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -306620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -303593.468750 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -303593.5 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -304166.156250 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -304166.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -304315.875000 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -304315.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -304406.406250 Penalty: 3919.450439
	Iteration 3Q: 3 clusters Score -304406.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -304487.968750 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -304488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -304549.531250 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -304549.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -304590.250000 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -304590.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -304624.343750 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -304624.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -304655.062500 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -304655.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -304680.750000 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -304680.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -304704.906250 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -304704.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -304719.656250 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -304719.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -304735.250000 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -304735.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -304749.781250 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -304749.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -304766.437500 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -304766.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -304775.718750 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -304775.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -304782.312500 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -304782.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -304789.656250 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -304789.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -304793.375000 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -304793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -304799.343750 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -304799.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -304804.687500 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -304804.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -304812.000000 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -304812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -304816.593750 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -304816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -304817.562500 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -304817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -304817.875000 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -304817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -304818.562500 Penalty: 3919.450439
	Iteration 25Q: 3 clusters Score -304818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -304818.406250 Penalty: 3919.450439
	Iteration 26Q: 3 clusters Score -304818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -304818.468750 Penalty: 3919.450439
	Iteration 27Q: 3 clusters Score -304818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -304818.125000 Penalty: 3919.450439
	Iteration 28Q: 3 clusters Score -304818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -304818.125000 Penalty: 3919.450439
	Iteration 29F: 3 clusters Score -304818.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Entering Unmasked Estep 
Score: -2574439.750000 Penalty: 2444.788818
	Iteration 0F: 2 clusters Score -2574440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2560932.000000 Penalty: 4889.577637
	Iteration 0F: 3 clusters Score -2560932 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2565674.000000 Penalty: 4889.577637
	Iteration 1F: 3 clusters Score -2565674 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2566242.000000 Penalty: 4889.577637
	Iteration 2F: 3 clusters Score -2566242 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2566848.750000 Penalty: 4889.577637
	Iteration 3F: 3 clusters Score -2566849 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2567535.750000 Penalty: 4889.577637
	Iteration 4F: 3 clusters Score -2567536 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2568249.750000 Penalty: 4889.577637
	Iteration 5F: 3 clusters Score -2568250 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2569117.250000 Penalty: 4889.577637
	Iteration 6F: 3 clusters Score -2569117 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2570077.750000 Penalty: 4889.577637
	Iteration 7F: 3 clusters Score -2570078 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2571044.750000 Penalty: 4889.577637
	Iteration 8F: 3 clusters Score -2571045 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2571874.250000 Penalty: 4889.577637
	Iteration 9F: 3 clusters Score -2571874 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2572519.250000 Penalty: 4889.577637
	Iteration 10Q: 3 clusters Score -2572519 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2572948.500000 Penalty: 4889.577637
	Iteration 11Q: 3 clusters Score -2572948 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2573245.000000 Penalty: 4889.577637
	Iteration 12Q: 3 clusters Score -2573245 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2573399.750000 Penalty: 4889.577637
	Iteration 13Q: 3 clusters Score -2573400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2573500.000000 Penalty: 4889.577637
	Iteration 14Q: 3 clusters Score -2573500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2573573.000000 Penalty: 4889.577637
	Iteration 15Q: 3 clusters Score -2573573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2573598.750000 Penalty: 4889.577637
	Iteration 16Q: 3 clusters Score -2573599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2573619.500000 Penalty: 4889.577637
	Iteration 17Q: 3 clusters Score -2573620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2573632.000000 Penalty: 4889.577637
	Iteration 18Q: 3 clusters Score -2573632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2573636.000000 Penalty: 4889.577637
	Iteration 19Q: 3 clusters Score -2573636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2573639.500000 Penalty: 4889.577637
	Iteration 20F: 3 clusters Score -2573640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2573637.750000 Penalty: 4889.577637
	Iteration 21Q: 3 clusters Score -2573638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2573640.250000 Penalty: 4889.577637
	Iteration 22Q: 3 clusters Score -2573640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2573643.250000 Penalty: 4889.577637
	Iteration 23Q: 3 clusters Score -2573643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2573642.000000 Penalty: 4889.577637
	Iteration 24Q: 3 clusters Score -2573642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2573642.000000 Penalty: 4889.577637
	Iteration 25F: 3 clusters Score -2573642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -20272.490234 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -20272.49 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 124 members 
Entering Unmasked Estep 
Score: -19267.152344 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -19267.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19347.257812 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -19347.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19392.568359 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -19392.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19418.015625 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -19418.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19428.445312 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -19428.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19437.382812 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -19437.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19448.474609 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -19448.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19457.164062 Penalty: 2697.287354
	Iteration 7Q: 3 clusters Score -19457.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19471.328125 Penalty: 2697.287354
	Iteration 8Q: 3 clusters Score -19471.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19474.126953 Penalty: 2697.287354
	Iteration 9Q: 3 clusters Score -19474.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19477.357422 Penalty: 2697.287354
	Iteration 10Q: 3 clusters Score -19477.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19477.357422 Penalty: 2697.287354
	Iteration 11F: 3 clusters Score -19477.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (185070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185070 members 
Entering Unmasked Estep 
Score: -24577716.000000 Penalty: 3007.865479
	Iteration 0F: 2 clusters Score -2.457772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -24455702.000000 Penalty: 6015.730957
	Iteration 0F: 3 clusters Score -2.44557e+07 nChanged 88818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -24508404.000000 Penalty: 6015.730957
	Iteration 1F: 3 clusters Score -2.45084e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -24510270.000000 Penalty: 6015.730957
	Iteration 2Q: 3 clusters Score -2.451027e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -24513714.000000 Penalty: 6015.730957
	Iteration 3Q: 3 clusters Score -2.451371e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117228 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -24520070.000000 Penalty: 6015.730957
	Iteration 4F: 3 clusters Score -2.452007e+07 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -24530138.000000 Penalty: 6015.730957
	Iteration 5F: 3 clusters Score -2.453014e+07 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144048 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -24544048.000000 Penalty: 6015.730957
	Iteration 6F: 3 clusters Score -2.454405e+07 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157385 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -24557924.000000 Penalty: 6015.730957
	Iteration 7F: 3 clusters Score -2.455792e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165865 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -24566704.000000 Penalty: 6015.730957
	Iteration 8Q: 3 clusters Score -2.45667e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170119 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -24570916.000000 Penalty: 6015.730957
	Iteration 9Q: 3 clusters Score -2.457092e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172489 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -24572614.000000 Penalty: 6015.730957
	Iteration 10Q: 3 clusters Score -2.457261e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174158 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -24573492.000000 Penalty: 6015.730957
	Iteration 11Q: 3 clusters Score -2.457349e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175507 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -24573846.000000 Penalty: 6015.730957
	Iteration 12Q: 3 clusters Score -2.457385e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176613 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -24574218.000000 Penalty: 6015.730957
	Iteration 13Q: 3 clusters Score -2.457422e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177527 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -24574566.000000 Penalty: 6015.730957
	Iteration 14Q: 3 clusters Score -2.457457e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178286 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -24574730.000000 Penalty: 6015.730957
	Iteration 15Q: 3 clusters Score -2.457473e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178965 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -24574884.000000 Penalty: 6015.730957
	Iteration 16Q: 3 clusters Score -2.457488e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -24575022.000000 Penalty: 6015.730957
	Iteration 17Q: 3 clusters Score -2.457502e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180048 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -24575152.000000 Penalty: 6015.730957
	Iteration 18Q: 3 clusters Score -2.457515e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -24575234.000000 Penalty: 6015.730957
	Iteration 19Q: 3 clusters Score -2.457523e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180887 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -24575266.000000 Penalty: 6015.730957
	Iteration 20F: 3 clusters Score -2.457527e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181234 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -24575322.000000 Penalty: 6015.730957
	Iteration 21Q: 3 clusters Score -2.457532e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181525 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -24575336.000000 Penalty: 6015.730957
	Iteration 22Q: 3 clusters Score -2.457534e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181765 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -24575346.000000 Penalty: 6015.730957
	Iteration 23Q: 3 clusters Score -2.457535e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181965 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -24575410.000000 Penalty: 6015.730957
	Iteration 24Q: 3 clusters Score -2.457541e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182135 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -24575416.000000 Penalty: 6015.730957
	Iteration 25Q: 3 clusters Score -2.457542e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182282 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24575454.000000 Penalty: 6015.730957
	Iteration 26Q: 3 clusters Score -2.457545e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182424 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -24575488.000000 Penalty: 6015.730957
	Iteration 27Q: 3 clusters Score -2.457549e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182541 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -24575470.000000 Penalty: 6015.730957
	Iteration 28Q: 3 clusters Score -2.457547e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182648 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -24575484.000000 Penalty: 6015.730957
	Iteration 29Q: 3 clusters Score -2.457548e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182761 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -24575526.000000 Penalty: 6015.730957
	Iteration 30Q: 3 clusters Score -2.457553e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182867 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -24575544.000000 Penalty: 6015.730957
	Iteration 31Q: 3 clusters Score -2.457554e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182956 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -24575566.000000 Penalty: 6015.730957
	Iteration 32Q: 3 clusters Score -2.457557e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183038 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -24575536.000000 Penalty: 6015.730957
	Iteration 33Q: 3 clusters Score -2.457554e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183107 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -24575566.000000 Penalty: 6015.730957
	Iteration 34Q: 3 clusters Score -2.457557e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183161 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -24575562.000000 Penalty: 6015.730957
	Iteration 35Q: 3 clusters Score -2.457556e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183204 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -24575560.000000 Penalty: 6015.730957
	Iteration 36Q: 3 clusters Score -2.457556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183235 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -24575570.000000 Penalty: 6015.730957
	Iteration 37Q: 3 clusters Score -2.457557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183258 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -24575570.000000 Penalty: 6015.730957
	Iteration 38Q: 3 clusters Score -2.457557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183280 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -24575548.000000 Penalty: 6015.730957
	Iteration 39Q: 3 clusters Score -2.457555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183300 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -24575560.000000 Penalty: 6015.730957
	Iteration 40F: 3 clusters Score -2.457556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183319 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -24575564.000000 Penalty: 6015.730957
	Iteration 41Q: 3 clusters Score -2.457556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183341 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -24575564.000000 Penalty: 6015.730957
	Iteration 42Q: 3 clusters Score -2.457556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183361 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -24575548.000000 Penalty: 6015.730957
	Iteration 43Q: 3 clusters Score -2.457555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183373 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -24575542.000000 Penalty: 6015.730957
	Iteration 44Q: 3 clusters Score -2.457554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183379 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -24575530.000000 Penalty: 6015.730957
	Iteration 45Q: 3 clusters Score -2.457553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183383 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -24575534.000000 Penalty: 6015.730957
	Iteration 46Q: 3 clusters Score -2.457553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183388 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -24575534.000000 Penalty: 6015.730957
	Iteration 47Q: 3 clusters Score -2.457553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183393 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -24575548.000000 Penalty: 6015.730957
	Iteration 48Q: 3 clusters Score -2.457555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -24575548.000000 Penalty: 6015.730957
	Iteration 49Q: 3 clusters Score -2.457555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183396 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -24575550.000000 Penalty: 6015.730957
	Iteration 50Q: 3 clusters Score -2.457555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183399 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -24575554.000000 Penalty: 6015.730957
	Iteration 51Q: 3 clusters Score -2.457555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183403 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -24575550.000000 Penalty: 6015.730957
	Iteration 52Q: 3 clusters Score -2.457555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183408 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -24575552.000000 Penalty: 6015.730957
	Iteration 53Q: 3 clusters Score -2.457555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183411 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -24575554.000000 Penalty: 6015.730957
	Iteration 54Q: 3 clusters Score -2.457555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183420 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -24575568.000000 Penalty: 6015.730957
	Iteration 55Q: 3 clusters Score -2.457557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183424 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -24575560.000000 Penalty: 6015.730957
	Iteration 56Q: 3 clusters Score -2.457556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183425 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24575566.000000 Penalty: 6015.730957
	Iteration 57Q: 3 clusters Score -2.457557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183427 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -24575560.000000 Penalty: 6015.730957
	Iteration 58Q: 3 clusters Score -2.457556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183431 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -24575558.000000 Penalty: 6015.730957
	Iteration 59Q: 3 clusters Score -2.457556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183435 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -24575538.000000 Penalty: 6015.730957
	Iteration 60F: 3 clusters Score -2.457554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183436 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -24575544.000000 Penalty: 6015.730957
	Iteration 61Q: 3 clusters Score -2.457554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183437 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -24575536.000000 Penalty: 6015.730957
	Iteration 62Q: 3 clusters Score -2.457554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183438 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -24575544.000000 Penalty: 6015.730957
	Iteration 63Q: 3 clusters Score -2.457554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183441 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -24575546.000000 Penalty: 6015.730957
	Iteration 64Q: 3 clusters Score -2.457555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183445 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -24575544.000000 Penalty: 6015.730957
	Iteration 65Q: 3 clusters Score -2.457554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183446 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -24575558.000000 Penalty: 6015.730957
	Iteration 66Q: 3 clusters Score -2.457556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183446 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -24575558.000000 Penalty: 6015.730957
	Iteration 67F: 3 clusters Score -2.457556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Entering Unmasked Estep 
Score: -1470627.500000 Penalty: 2316.681152
	Iteration 0F: 2 clusters Score -1470628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1462061.875000 Penalty: 4633.362305
	Iteration 0F: 3 clusters Score -1462062 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1464515.625000 Penalty: 4633.362305
	Iteration 1F: 3 clusters Score -1464516 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1464818.250000 Penalty: 4633.362305
	Iteration 2F: 3 clusters Score -1464818 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1465046.125000 Penalty: 4633.362305
	Iteration 3Q: 3 clusters Score -1465046 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1465219.750000 Penalty: 4633.362305
	Iteration 4Q: 3 clusters Score -1465220 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1465371.125000 Penalty: 4633.362305
	Iteration 5Q: 3 clusters Score -1465371 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1465502.375000 Penalty: 4633.362305
	Iteration 6Q: 3 clusters Score -1465502 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1465632.125000 Penalty: 4633.362305
	Iteration 7Q: 3 clusters Score -1465632 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1465790.250000 Penalty: 4633.362305
	Iteration 8Q: 3 clusters Score -1465790 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1465990.250000 Penalty: 4633.362305
	Iteration 9Q: 3 clusters Score -1465990 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1466263.750000 Penalty: 4633.362305
	Iteration 10Q: 3 clusters Score -1466264 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1466575.250000 Penalty: 4633.362305
	Iteration 11Q: 3 clusters Score -1466575 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1466876.250000 Penalty: 4633.362305
	Iteration 12Q: 3 clusters Score -1466876 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1467169.250000 Penalty: 4633.362305
	Iteration 13Q: 3 clusters Score -1467169 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1467446.750000 Penalty: 4633.362305
	Iteration 14Q: 3 clusters Score -1467447 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1467673.375000 Penalty: 4633.362305
	Iteration 15Q: 3 clusters Score -1467673 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1467850.375000 Penalty: 4633.362305
	Iteration 16Q: 3 clusters Score -1467850 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1468002.125000 Penalty: 4633.362305
	Iteration 17Q: 3 clusters Score -1468002 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1468110.875000 Penalty: 4633.362305
	Iteration 18Q: 3 clusters Score -1468111 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1468199.875000 Penalty: 4633.362305
	Iteration 19Q: 3 clusters Score -1468200 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1468273.375000 Penalty: 4633.362305
	Iteration 20F: 3 clusters Score -1468273 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1468337.000000 Penalty: 4633.362305
	Iteration 21Q: 3 clusters Score -1468337 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1468382.750000 Penalty: 4633.362305
	Iteration 22Q: 3 clusters Score -1468383 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1468416.375000 Penalty: 4633.362305
	Iteration 23Q: 3 clusters Score -1468416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1468436.625000 Penalty: 4633.362305
	Iteration 24Q: 3 clusters Score -1468437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1468454.125000 Penalty: 4633.362305
	Iteration 25Q: 3 clusters Score -1468454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1468470.500000 Penalty: 4633.362305
	Iteration 26Q: 3 clusters Score -1468470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1468483.250000 Penalty: 4633.362305
	Iteration 27Q: 3 clusters Score -1468483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1468503.500000 Penalty: 4633.362305
	Iteration 28Q: 3 clusters Score -1468504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1468518.625000 Penalty: 4633.362305
	Iteration 29Q: 3 clusters Score -1468519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1468529.500000 Penalty: 4633.362305
	Iteration 30Q: 3 clusters Score -1468530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1468535.875000 Penalty: 4633.362305
	Iteration 31Q: 3 clusters Score -1468536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1468545.625000 Penalty: 4633.362305
	Iteration 32Q: 3 clusters Score -1468546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1468546.375000 Penalty: 4633.362305
	Iteration 33Q: 3 clusters Score -1468546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1468550.625000 Penalty: 4633.362305
	Iteration 34Q: 3 clusters Score -1468551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1468553.875000 Penalty: 4633.362305
	Iteration 35Q: 3 clusters Score -1468554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1468561.375000 Penalty: 4633.362305
	Iteration 36Q: 3 clusters Score -1468561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1468560.000000 Penalty: 4633.362305
	Iteration 37Q: 3 clusters Score -1468560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1468560.625000 Penalty: 4633.362305
	Iteration 38Q: 3 clusters Score -1468561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1468568.250000 Penalty: 4633.362305
	Iteration 39Q: 3 clusters Score -1468568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1468567.250000 Penalty: 4633.362305
	Iteration 40F: 3 clusters Score -1468567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1468573.000000 Penalty: 4633.362305
	Iteration 41Q: 3 clusters Score -1468573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1468577.500000 Penalty: 4633.362305
	Iteration 42Q: 3 clusters Score -1468578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1468579.750000 Penalty: 4633.362305
	Iteration 43Q: 3 clusters Score -1468580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1468583.375000 Penalty: 4633.362305
	Iteration 44Q: 3 clusters Score -1468583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1468583.125000 Penalty: 4633.362305
	Iteration 45Q: 3 clusters Score -1468583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1468584.625000 Penalty: 4633.362305
	Iteration 46Q: 3 clusters Score -1468585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1468583.375000 Penalty: 4633.362305
	Iteration 47Q: 3 clusters Score -1468583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1468582.250000 Penalty: 4633.362305
	Iteration 48Q: 3 clusters Score -1468582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1468585.125000 Penalty: 4633.362305
	Iteration 49Q: 3 clusters Score -1468585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1468587.500000 Penalty: 4633.362305
	Iteration 50Q: 3 clusters Score -1468588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1468586.750000 Penalty: 4633.362305
	Iteration 51Q: 3 clusters Score -1468587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1468588.500000 Penalty: 4633.362305
	Iteration 52Q: 3 clusters Score -1468588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1468589.250000 Penalty: 4633.362305
	Iteration 53Q: 3 clusters Score -1468589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1468589.375000 Penalty: 4633.362305
	Iteration 54Q: 3 clusters Score -1468589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1468586.250000 Penalty: 4633.362305
	Iteration 55Q: 3 clusters Score -1468586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1468587.125000 Penalty: 4633.362305
	Iteration 56Q: 3 clusters Score -1468587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1468588.250000 Penalty: 4633.362305
	Iteration 57Q: 3 clusters Score -1468588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1468589.875000 Penalty: 4633.362305
	Iteration 58Q: 3 clusters Score -1468590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1468590.375000 Penalty: 4633.362305
	Iteration 59Q: 3 clusters Score -1468590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1468590.875000 Penalty: 4633.362305
	Iteration 60F: 3 clusters Score -1468591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Entering Unmasked Estep 
Score: -5541928.500000 Penalty: 2636.077393
	Iteration 0F: 2 clusters Score -5541928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5513746.500000 Penalty: 5272.154785
	Iteration 0F: 3 clusters Score -5513746 nChanged 19021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -5524337.500000 Penalty: 5272.154785
	Iteration 1F: 3 clusters Score -5524338 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -5524884.500000 Penalty: 5272.154785
	Iteration 2Q: 3 clusters Score -5524884 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -5525378.000000 Penalty: 5272.154785
	Iteration 3Q: 3 clusters Score -5525378 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5525950.000000 Penalty: 5272.154785
	Iteration 4Q: 3 clusters Score -5525950 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5526629.000000 Penalty: 5272.154785
	Iteration 5Q: 3 clusters Score -5526629 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5527422.000000 Penalty: 5272.154785
	Iteration 6Q: 3 clusters Score -5527422 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5528442.500000 Penalty: 5272.154785
	Iteration 7Q: 3 clusters Score -5528442 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -5529754.500000 Penalty: 5272.154785
	Iteration 8F: 3 clusters Score -5529754 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -5531461.500000 Penalty: 5272.154785
	Iteration 9F: 3 clusters Score -5531462 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -5533239.000000 Penalty: 5272.154785
	Iteration 10F: 3 clusters Score -5533239 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -5534652.000000 Penalty: 5272.154785
	Iteration 11Q: 3 clusters Score -5534652 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -5535454.000000 Penalty: 5272.154785
	Iteration 12Q: 3 clusters Score -5535454 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -5535912.500000 Penalty: 5272.154785
	Iteration 13Q: 3 clusters Score -5535912 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -5536320.000000 Penalty: 5272.154785
	Iteration 14Q: 3 clusters Score -5536320 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -5536597.000000 Penalty: 5272.154785
	Iteration 15Q: 3 clusters Score -5536597 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5536843.500000 Penalty: 5272.154785
	Iteration 16Q: 3 clusters Score -5536844 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -5537080.000000 Penalty: 5272.154785
	Iteration 17Q: 3 clusters Score -5537080 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -5537261.500000 Penalty: 5272.154785
	Iteration 18Q: 3 clusters Score -5537262 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5537440.000000 Penalty: 5272.154785
	Iteration 19Q: 3 clusters Score -5537440 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -5537572.500000 Penalty: 5272.154785
	Iteration 20F: 3 clusters Score -5537572 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -5537716.000000 Penalty: 5272.154785
	Iteration 21Q: 3 clusters Score -5537716 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -5537820.000000 Penalty: 5272.154785
	Iteration 22Q: 3 clusters Score -5537820 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -5537978.500000 Penalty: 5272.154785
	Iteration 23Q: 3 clusters Score -5537978 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -5538084.500000 Penalty: 5272.154785
	Iteration 24Q: 3 clusters Score -5538084 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -5538222.000000 Penalty: 5272.154785
	Iteration 25Q: 3 clusters Score -5538222 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -5538321.500000 Penalty: 5272.154785
	Iteration 26Q: 3 clusters Score -5538322 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -5538399.000000 Penalty: 5272.154785
	Iteration 27Q: 3 clusters Score -5538399 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -5538455.000000 Penalty: 5272.154785
	Iteration 28Q: 3 clusters Score -5538455 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -5538491.500000 Penalty: 5272.154785
	Iteration 29Q: 3 clusters Score -5538492 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -5538541.500000 Penalty: 5272.154785
	Iteration 30Q: 3 clusters Score -5538542 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -5538602.000000 Penalty: 5272.154785
	Iteration 31Q: 3 clusters Score -5538602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -5538621.000000 Penalty: 5272.154785
	Iteration 32Q: 3 clusters Score -5538621 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5538650.000000 Penalty: 5272.154785
	Iteration 33Q: 3 clusters Score -5538650 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5538695.000000 Penalty: 5272.154785
	Iteration 34Q: 3 clusters Score -5538695 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -5538711.500000 Penalty: 5272.154785
	Iteration 35Q: 3 clusters Score -5538712 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5538737.500000 Penalty: 5272.154785
	Iteration 36Q: 3 clusters Score -5538738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -5538769.500000 Penalty: 5272.154785
	Iteration 37Q: 3 clusters Score -5538770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -5538816.000000 Penalty: 5272.154785
	Iteration 38Q: 3 clusters Score -5538816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5538834.500000 Penalty: 5272.154785
	Iteration 39Q: 3 clusters Score -5538834 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5538849.500000 Penalty: 5272.154785
	Iteration 40F: 3 clusters Score -5538850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5538897.500000 Penalty: 5272.154785
	Iteration 41Q: 3 clusters Score -5538898 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5538932.000000 Penalty: 5272.154785
	Iteration 42Q: 3 clusters Score -5538932 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5538978.500000 Penalty: 5272.154785
	Iteration 43Q: 3 clusters Score -5538978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5539019.000000 Penalty: 5272.154785
	Iteration 44Q: 3 clusters Score -5539019 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5539059.000000 Penalty: 5272.154785
	Iteration 45Q: 3 clusters Score -5539059 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5539083.500000 Penalty: 5272.154785
	Iteration 46Q: 3 clusters Score -5539084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5539121.500000 Penalty: 5272.154785
	Iteration 47Q: 3 clusters Score -5539122 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5539166.500000 Penalty: 5272.154785
	Iteration 48Q: 3 clusters Score -5539166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5539189.000000 Penalty: 5272.154785
	Iteration 49Q: 3 clusters Score -5539189 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5539203.500000 Penalty: 5272.154785
	Iteration 50Q: 3 clusters Score -5539204 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5539207.500000 Penalty: 5272.154785
	Iteration 51Q: 3 clusters Score -5539208 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5539255.000000 Penalty: 5272.154785
	Iteration 52Q: 3 clusters Score -5539255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5539285.500000 Penalty: 5272.154785
	Iteration 53Q: 3 clusters Score -5539286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5539287.500000 Penalty: 5272.154785
	Iteration 54Q: 3 clusters Score -5539288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5539299.000000 Penalty: 5272.154785
	Iteration 55Q: 3 clusters Score -5539299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5539305.000000 Penalty: 5272.154785
	Iteration 56Q: 3 clusters Score -5539305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5539330.500000 Penalty: 5272.154785
	Iteration 57Q: 3 clusters Score -5539330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5539340.000000 Penalty: 5272.154785
	Iteration 58Q: 3 clusters Score -5539340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5539356.000000 Penalty: 5272.154785
	Iteration 59Q: 3 clusters Score -5539356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5539361.000000 Penalty: 5272.154785
	Iteration 60F: 3 clusters Score -5539361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5539365.000000 Penalty: 5272.154785
	Iteration 61Q: 3 clusters Score -5539365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5539375.000000 Penalty: 5272.154785
	Iteration 62Q: 3 clusters Score -5539375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5539390.000000 Penalty: 5272.154785
	Iteration 63Q: 3 clusters Score -5539390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5539396.000000 Penalty: 5272.154785
	Iteration 64Q: 3 clusters Score -5539396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5539424.000000 Penalty: 5272.154785
	Iteration 65Q: 3 clusters Score -5539424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5539429.000000 Penalty: 5272.154785
	Iteration 66Q: 3 clusters Score -5539429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5539432.000000 Penalty: 5272.154785
	Iteration 67Q: 3 clusters Score -5539432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5539442.500000 Penalty: 5272.154785
	Iteration 68Q: 3 clusters Score -5539442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5539441.000000 Penalty: 5272.154785
	Iteration 69Q: 3 clusters Score -5539441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5539436.000000 Penalty: 5272.154785
	Iteration 70Q: 3 clusters Score -5539436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5539447.500000 Penalty: 5272.154785
	Iteration 71Q: 3 clusters Score -5539448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5539456.500000 Penalty: 5272.154785
	Iteration 72Q: 3 clusters Score -5539456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5539460.000000 Penalty: 5272.154785
	Iteration 73Q: 3 clusters Score -5539460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5539459.000000 Penalty: 5272.154785
	Iteration 74Q: 3 clusters Score -5539459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5539465.500000 Penalty: 5272.154785
	Iteration 75Q: 3 clusters Score -5539466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5539457.500000 Penalty: 5272.154785
	Iteration 76Q: 3 clusters Score -5539458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5539461.000000 Penalty: 5272.154785
	Iteration 77Q: 3 clusters Score -5539461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5539471.000000 Penalty: 5272.154785
	Iteration 78Q: 3 clusters Score -5539471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5539475.000000 Penalty: 5272.154785
	Iteration 79Q: 3 clusters Score -5539475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5539489.500000 Penalty: 5272.154785
	Iteration 80F: 3 clusters Score -5539490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5539482.000000 Penalty: 5272.154785
	Iteration 81Q: 3 clusters Score -5539482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5539495.000000 Penalty: 5272.154785
	Iteration 82Q: 3 clusters Score -5539495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5539496.000000 Penalty: 5272.154785
	Iteration 83Q: 3 clusters Score -5539496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5539498.000000 Penalty: 5272.154785
	Iteration 84Q: 3 clusters Score -5539498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5539512.500000 Penalty: 5272.154785
	Iteration 85Q: 3 clusters Score -5539512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5539513.500000 Penalty: 5272.154785
	Iteration 86Q: 3 clusters Score -5539514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5539524.000000 Penalty: 5272.154785
	Iteration 87Q: 3 clusters Score -5539524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5539528.000000 Penalty: 5272.154785
	Iteration 88Q: 3 clusters Score -5539528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5539534.500000 Penalty: 5272.154785
	Iteration 89Q: 3 clusters Score -5539534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5539552.500000 Penalty: 5272.154785
	Iteration 90Q: 3 clusters Score -5539552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5539555.000000 Penalty: 5272.154785
	Iteration 91Q: 3 clusters Score -5539555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5539562.000000 Penalty: 5272.154785
	Iteration 92Q: 3 clusters Score -5539562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5539568.000000 Penalty: 5272.154785
	Iteration 93Q: 3 clusters Score -5539568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5539571.500000 Penalty: 5272.154785
	Iteration 94Q: 3 clusters Score -5539572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5539580.500000 Penalty: 5272.154785
	Iteration 95Q: 3 clusters Score -5539580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5539585.000000 Penalty: 5272.154785
	Iteration 96Q: 3 clusters Score -5539585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5539605.500000 Penalty: 5272.154785
	Iteration 97Q: 3 clusters Score -5539606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5539603.000000 Penalty: 5272.154785
	Iteration 98Q: 3 clusters Score -5539603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5539603.500000 Penalty: 5272.154785
	Iteration 99Q: 3 clusters Score -5539604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5539611.500000 Penalty: 5272.154785
	Iteration 100F: 3 clusters Score -5539612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5539614.000000 Penalty: 5272.154785
	Iteration 101Q: 3 clusters Score -5539614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5539619.500000 Penalty: 5272.154785
	Iteration 102Q: 3 clusters Score -5539620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5539632.500000 Penalty: 5272.154785
	Iteration 103Q: 3 clusters Score -5539632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5539631.500000 Penalty: 5272.154785
	Iteration 104Q: 3 clusters Score -5539632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5539632.000000 Penalty: 5272.154785
	Iteration 105Q: 3 clusters Score -5539632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5539634.000000 Penalty: 5272.154785
	Iteration 106Q: 3 clusters Score -5539634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5539630.000000 Penalty: 5272.154785
	Iteration 107Q: 3 clusters Score -5539630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5539630.000000 Penalty: 5272.154785
	Iteration 108Q: 3 clusters Score -5539630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5539633.000000 Penalty: 5272.154785
	Iteration 109Q: 3 clusters Score -5539633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5539645.500000 Penalty: 5272.154785
	Iteration 110Q: 3 clusters Score -5539646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5539648.500000 Penalty: 5272.154785
	Iteration 111Q: 3 clusters Score -5539648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5539647.000000 Penalty: 5272.154785
	Iteration 112Q: 3 clusters Score -5539647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5539645.000000 Penalty: 5272.154785
	Iteration 113Q: 3 clusters Score -5539645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5539645.000000 Penalty: 5272.154785
	Iteration 114F: 3 clusters Score -5539645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -816506.750000 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -816506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -811013.250000 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -811013.2 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -812389.750000 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -812389.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -812622.375000 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -812622.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -812803.625000 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -812803.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -812956.125000 Penalty: 4356.944824
	Iteration 4Q: 3 clusters Score -812956.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -813113.937500 Penalty: 4356.944824
	Iteration 5Q: 3 clusters Score -813113.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -813251.687500 Penalty: 4356.944824
	Iteration 6Q: 3 clusters Score -813251.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -813375.562500 Penalty: 4356.944824
	Iteration 7Q: 3 clusters Score -813375.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -813477.000000 Penalty: 4356.944824
	Iteration 8Q: 3 clusters Score -813477 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -813575.250000 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -813575.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -813656.500000 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -813656.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -813740.875000 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -813740.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -813817.562500 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -813817.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -813886.437500 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -813886.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -813956.125000 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -813956.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -814026.000000 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -814026 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -814083.000000 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -814083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -814119.000000 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -814119 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -814162.250000 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -814162.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -814199.125000 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -814199.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -814229.062500 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -814229.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -814259.312500 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -814259.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -814284.937500 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -814284.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -814309.875000 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -814309.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -814336.687500 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -814336.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -814360.437500 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -814360.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -814378.125000 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -814378.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -814394.375000 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -814394.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -814407.812500 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -814407.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -814424.875000 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -814424.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -814434.437500 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -814434.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -814441.687500 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -814441.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -814447.500000 Penalty: 4356.944824
	Iteration 32Q: 3 clusters Score -814447.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -814448.937500 Penalty: 4356.944824
	Iteration 33Q: 3 clusters Score -814448.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -814454.250000 Penalty: 4356.944824
	Iteration 34Q: 3 clusters Score -814454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -814456.312500 Penalty: 4356.944824
	Iteration 35Q: 3 clusters Score -814456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -814459.062500 Penalty: 4356.944824
	Iteration 36Q: 3 clusters Score -814459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -814462.687500 Penalty: 4356.944824
	Iteration 37Q: 3 clusters Score -814462.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -814464.750000 Penalty: 4356.944824
	Iteration 38Q: 3 clusters Score -814464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -814466.750000 Penalty: 4356.944824
	Iteration 39Q: 3 clusters Score -814466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -814467.937500 Penalty: 4356.944824
	Iteration 40F: 3 clusters Score -814467.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -814470.125000 Penalty: 4356.944824
	Iteration 41Q: 3 clusters Score -814470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -814472.937500 Penalty: 4356.944824
	Iteration 42Q: 3 clusters Score -814472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -814474.500000 Penalty: 4356.944824
	Iteration 43Q: 3 clusters Score -814474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -814474.375000 Penalty: 4356.944824
	Iteration 44Q: 3 clusters Score -814474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -814474.125000 Penalty: 4356.944824
	Iteration 45Q: 3 clusters Score -814474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -814474.125000 Penalty: 4356.944824
	Iteration 46F: 3 clusters Score -814474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70080.664062 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70080.66 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70589.109375 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70589.11 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70977.625000 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -70977.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71434.695312 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71434.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72077.695312 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -72077.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72548.890625 Penalty: 3232.031738
	Iteration 5F: 3 clusters Score -72548.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72620.710938 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -72620.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -72632.078125 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -72632.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72645.984375 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -72645.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72645.984375 Penalty: 3232.031738
	Iteration 9F: 3 clusters Score -72645.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20218 members 
Mstep: Class 3 contains 23833 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185070 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41330 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 224 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68842 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78726 members 
Mstep: Class 19 contains 192132 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38736 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197257 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 452 members 
Entering Unmasked Estep 
Score: -133228720.000000 Penalty: 99558.382812
Splitting cluster 13 changes total score from -133229704.000000 to -133228720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -4851739.000000 Penalty: 2623.820312
	Iteration 0F: 2 clusters Score -4851739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4824924.500000 Penalty: 5247.640625
	Iteration 0F: 3 clusters Score -4824924 nChanged 18132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4835210.000000 Penalty: 5247.640625
	Iteration 1F: 3 clusters Score -4835210 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4835892.000000 Penalty: 5247.640625
	Iteration 2Q: 3 clusters Score -4835892 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4836543.000000 Penalty: 5247.640625
	Iteration 3Q: 3 clusters Score -4836543 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -4837277.500000 Penalty: 5247.640625
	Iteration 4Q: 3 clusters Score -4837278 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -4838212.500000 Penalty: 5247.640625
	Iteration 5Q: 3 clusters Score -4838212 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -4839461.500000 Penalty: 5247.640625
	Iteration 6F: 3 clusters Score -4839462 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4841120.500000 Penalty: 5247.640625
	Iteration 7F: 3 clusters Score -4841120 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4843111.000000 Penalty: 5247.640625
	Iteration 8F: 3 clusters Score -4843111 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4845102.500000 Penalty: 5247.640625
	Iteration 9F: 3 clusters Score -4845102 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -4846724.500000 Penalty: 5247.640625
	Iteration 10Q: 3 clusters Score -4846724 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4847847.000000 Penalty: 5247.640625
	Iteration 11Q: 3 clusters Score -4847847 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -4848627.500000 Penalty: 5247.640625
	Iteration 12Q: 3 clusters Score -4848628 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -4849035.000000 Penalty: 5247.640625
	Iteration 13Q: 3 clusters Score -4849035 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4849286.000000 Penalty: 5247.640625
	Iteration 14Q: 3 clusters Score -4849286 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -4849456.000000 Penalty: 5247.640625
	Iteration 15Q: 3 clusters Score -4849456 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4849540.500000 Penalty: 5247.640625
	Iteration 16Q: 3 clusters Score -4849540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -4849609.000000 Penalty: 5247.640625
	Iteration 17Q: 3 clusters Score -4849609 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -4849653.000000 Penalty: 5247.640625
	Iteration 18Q: 3 clusters Score -4849653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4849676.000000 Penalty: 5247.640625
	Iteration 19Q: 3 clusters Score -4849676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4849697.000000 Penalty: 5247.640625
	Iteration 20F: 3 clusters Score -4849697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4849705.500000 Penalty: 5247.640625
	Iteration 21Q: 3 clusters Score -4849706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4849724.500000 Penalty: 5247.640625
	Iteration 22Q: 3 clusters Score -4849724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4849736.500000 Penalty: 5247.640625
	Iteration 23Q: 3 clusters Score -4849736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -4849741.500000 Penalty: 5247.640625
	Iteration 24Q: 3 clusters Score -4849742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4849741.000000 Penalty: 5247.640625
	Iteration 25Q: 3 clusters Score -4849741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -4849753.000000 Penalty: 5247.640625
	Iteration 26Q: 3 clusters Score -4849753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4849759.500000 Penalty: 5247.640625
	Iteration 27Q: 3 clusters Score -4849760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4849766.000000 Penalty: 5247.640625
	Iteration 28Q: 3 clusters Score -4849766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -4849776.000000 Penalty: 5247.640625
	Iteration 29Q: 3 clusters Score -4849776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -4849776.000000 Penalty: 5247.640625
	Iteration 30Q: 3 clusters Score -4849776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4849774.000000 Penalty: 5247.640625
	Iteration 31Q: 3 clusters Score -4849774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4849775.500000 Penalty: 5247.640625
	Iteration 32Q: 3 clusters Score -4849776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4849776.500000 Penalty: 5247.640625
	Iteration 33Q: 3 clusters Score -4849776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -4849782.000000 Penalty: 5247.640625
	Iteration 34Q: 3 clusters Score -4849782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -4849782.500000 Penalty: 5247.640625
	Iteration 35Q: 3 clusters Score -4849782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -4849778.500000 Penalty: 5247.640625
	Iteration 36Q: 3 clusters Score -4849778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4849780.500000 Penalty: 5247.640625
	Iteration 37Q: 3 clusters Score -4849780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -4849783.000000 Penalty: 5247.640625
	Iteration 38Q: 3 clusters Score -4849783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -4849784.500000 Penalty: 5247.640625
	Iteration 39Q: 3 clusters Score -4849784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4849778.000000 Penalty: 5247.640625
	Iteration 40F: 3 clusters Score -4849778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -4849779.000000 Penalty: 5247.640625
	Iteration 41Q: 3 clusters Score -4849779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -4849779.000000 Penalty: 5247.640625
	Iteration 42Q: 3 clusters Score -4849779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -4849779.500000 Penalty: 5247.640625
	Iteration 43Q: 3 clusters Score -4849780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4849787.500000 Penalty: 5247.640625
	Iteration 44Q: 3 clusters Score -4849788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -4849793.500000 Penalty: 5247.640625
	Iteration 45Q: 3 clusters Score -4849794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4849788.500000 Penalty: 5247.640625
	Iteration 46Q: 3 clusters Score -4849788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -4849786.500000 Penalty: 5247.640625
	Iteration 47Q: 3 clusters Score -4849786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -4849787.000000 Penalty: 5247.640625
	Iteration 48Q: 3 clusters Score -4849787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -4849787.000000 Penalty: 5247.640625
	Iteration 49F: 3 clusters Score -4849787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Entering Unmasked Estep 
Score: -3486645.250000 Penalty: 2520.376465
	Iteration 0F: 2 clusters Score -3486645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3468800.500000 Penalty: 5040.752930
	Iteration 0F: 3 clusters Score -3468800 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3474995.750000 Penalty: 5040.752930
	Iteration 1F: 3 clusters Score -3474996 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3475465.250000 Penalty: 5040.752930
	Iteration 2F: 3 clusters Score -3475465 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3475846.750000 Penalty: 5040.752930
	Iteration 3Q: 3 clusters Score -3475847 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3476130.000000 Penalty: 5040.752930
	Iteration 4Q: 3 clusters Score -3476130 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3476354.000000 Penalty: 5040.752930
	Iteration 5Q: 3 clusters Score -3476354 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3476537.250000 Penalty: 5040.752930
	Iteration 6Q: 3 clusters Score -3476537 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3476750.750000 Penalty: 5040.752930
	Iteration 7Q: 3 clusters Score -3476751 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3476979.750000 Penalty: 5040.752930
	Iteration 8Q: 3 clusters Score -3476980 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3477274.750000 Penalty: 5040.752930
	Iteration 9Q: 3 clusters Score -3477275 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3477715.000000 Penalty: 5040.752930
	Iteration 10Q: 3 clusters Score -3477715 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3478364.500000 Penalty: 5040.752930
	Iteration 11Q: 3 clusters Score -3478364 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3479318.000000 Penalty: 5040.752930
	Iteration 12F: 3 clusters Score -3479318 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3480614.500000 Penalty: 5040.752930
	Iteration 13F: 3 clusters Score -3480614 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3482069.750000 Penalty: 5040.752930
	Iteration 14F: 3 clusters Score -3482070 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3483349.250000 Penalty: 5040.752930
	Iteration 15Q: 3 clusters Score -3483349 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3484355.750000 Penalty: 5040.752930
	Iteration 16Q: 3 clusters Score -3484356 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3484929.250000 Penalty: 5040.752930
	Iteration 17Q: 3 clusters Score -3484929 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3485254.000000 Penalty: 5040.752930
	Iteration 18Q: 3 clusters Score -3485254 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3485427.750000 Penalty: 5040.752930
	Iteration 19Q: 3 clusters Score -3485428 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3485732.750000 Penalty: 5040.752930
	Iteration 20F: 3 clusters Score -3485733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3485909.750000 Penalty: 5040.752930
	Iteration 21Q: 3 clusters Score -3485910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3485991.750000 Penalty: 5040.752930
	Iteration 22Q: 3 clusters Score -3485992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3486063.250000 Penalty: 5040.752930
	Iteration 23Q: 3 clusters Score -3486063 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3486111.250000 Penalty: 5040.752930
	Iteration 24Q: 3 clusters Score -3486111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3486130.750000 Penalty: 5040.752930
	Iteration 25Q: 3 clusters Score -3486131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3486134.500000 Penalty: 5040.752930
	Iteration 26Q: 3 clusters Score -3486134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3486138.500000 Penalty: 5040.752930
	Iteration 27Q: 3 clusters Score -3486138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3486145.500000 Penalty: 5040.752930
	Iteration 28Q: 3 clusters Score -3486146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3486143.000000 Penalty: 5040.752930
	Iteration 29Q: 3 clusters Score -3486143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3486143.250000 Penalty: 5040.752930
	Iteration 30Q: 3 clusters Score -3486143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3486140.750000 Penalty: 5040.752930
	Iteration 31Q: 3 clusters Score -3486141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3486147.000000 Penalty: 5040.752930
	Iteration 32Q: 3 clusters Score -3486147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3486147.750000 Penalty: 5040.752930
	Iteration 33Q: 3 clusters Score -3486148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3486166.000000 Penalty: 5040.752930
	Iteration 34F: 3 clusters Score -3486166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3486184.750000 Penalty: 5040.752930
	Iteration 35Q: 3 clusters Score -3486185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3486193.000000 Penalty: 5040.752930
	Iteration 36Q: 3 clusters Score -3486193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3486196.000000 Penalty: 5040.752930
	Iteration 37Q: 3 clusters Score -3486196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3486205.500000 Penalty: 5040.752930
	Iteration 38Q: 3 clusters Score -3486206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3486204.000000 Penalty: 5040.752930
	Iteration 39Q: 3 clusters Score -3486204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3486214.250000 Penalty: 5040.752930
	Iteration 40F: 3 clusters Score -3486214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3486218.500000 Penalty: 5040.752930
	Iteration 41Q: 3 clusters Score -3486218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3486216.000000 Penalty: 5040.752930
	Iteration 42Q: 3 clusters Score -3486216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3486218.750000 Penalty: 5040.752930
	Iteration 43Q: 3 clusters Score -3486219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3486221.000000 Penalty: 5040.752930
	Iteration 44Q: 3 clusters Score -3486221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3486219.500000 Penalty: 5040.752930
	Iteration 45Q: 3 clusters Score -3486220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3486219.250000 Penalty: 5040.752930
	Iteration 46Q: 3 clusters Score -3486219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3486217.250000 Penalty: 5040.752930
	Iteration 47Q: 3 clusters Score -3486217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3486217.250000 Penalty: 5040.752930
	Iteration 48F: 3 clusters Score -3486217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Entering Unmasked Estep 
Score: -9204748.000000 Penalty: 2762.613281
	Iteration 0F: 2 clusters Score -9204748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -9158447.000000 Penalty: 5525.226562
	Iteration 0F: 3 clusters Score -9158447 nChanged 32229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -9176352.000000 Penalty: 5525.226562
	Iteration 1F: 3 clusters Score -9176352 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -9176915.000000 Penalty: 5525.226562
	Iteration 2Q: 3 clusters Score -9176915 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -9177526.000000 Penalty: 5525.226562
	Iteration 3Q: 3 clusters Score -9177526 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -9178159.000000 Penalty: 5525.226562
	Iteration 4Q: 3 clusters Score -9178159 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -9178992.000000 Penalty: 5525.226562
	Iteration 5Q: 3 clusters Score -9178992 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -9180024.000000 Penalty: 5525.226562
	Iteration 6Q: 3 clusters Score -9180024 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -9181488.000000 Penalty: 5525.226562
	Iteration 7Q: 3 clusters Score -9181488 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -9183914.000000 Penalty: 5525.226562
	Iteration 8F: 3 clusters Score -9183914 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -9187484.000000 Penalty: 5525.226562
	Iteration 9F: 3 clusters Score -9187484 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -9191914.000000 Penalty: 5525.226562
	Iteration 10F: 3 clusters Score -9191914 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -9196293.000000 Penalty: 5525.226562
	Iteration 11F: 3 clusters Score -9196293 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -9199457.000000 Penalty: 5525.226562
	Iteration 12Q: 3 clusters Score -9199457 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9201000.000000 Penalty: 5525.226562
	Iteration 13Q: 3 clusters Score -9201000 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9201708.000000 Penalty: 5525.226562
	Iteration 14Q: 3 clusters Score -9201708 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9202036.000000 Penalty: 5525.226562
	Iteration 15Q: 3 clusters Score -9202036 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9202182.000000 Penalty: 5525.226562
	Iteration 16Q: 3 clusters Score -9202182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9202246.000000 Penalty: 5525.226562
	Iteration 17Q: 3 clusters Score -9202246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9202293.000000 Penalty: 5525.226562
	Iteration 18Q: 3 clusters Score -9202293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9202323.000000 Penalty: 5525.226562
	Iteration 19Q: 3 clusters Score -9202323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9202347.000000 Penalty: 5525.226562
	Iteration 20F: 3 clusters Score -9202347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9202358.000000 Penalty: 5525.226562
	Iteration 21Q: 3 clusters Score -9202358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9202371.000000 Penalty: 5525.226562
	Iteration 22Q: 3 clusters Score -9202371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9202385.000000 Penalty: 5525.226562
	Iteration 23Q: 3 clusters Score -9202385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9202395.000000 Penalty: 5525.226562
	Iteration 24Q: 3 clusters Score -9202395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9202398.000000 Penalty: 5525.226562
	Iteration 25Q: 3 clusters Score -9202398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9202406.000000 Penalty: 5525.226562
	Iteration 26Q: 3 clusters Score -9202406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9202405.000000 Penalty: 5525.226562
	Iteration 27Q: 3 clusters Score -9202405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9202414.000000 Penalty: 5525.226562
	Iteration 28Q: 3 clusters Score -9202414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9202409.000000 Penalty: 5525.226562
	Iteration 29Q: 3 clusters Score -9202409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9202417.000000 Penalty: 5525.226562
	Iteration 30Q: 3 clusters Score -9202417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9202418.000000 Penalty: 5525.226562
	Iteration 31Q: 3 clusters Score -9202418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9202423.000000 Penalty: 5525.226562
	Iteration 32Q: 3 clusters Score -9202423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9202422.000000 Penalty: 5525.226562
	Iteration 33Q: 3 clusters Score -9202422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9202427.000000 Penalty: 5525.226562
	Iteration 34Q: 3 clusters Score -9202427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9202427.000000 Penalty: 5525.226562
	Iteration 35F: 3 clusters Score -9202427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 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 330 members 
Entering Unmasked Estep 
Score: -66341.296875 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66341.3 nChanged 150
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: -66877.710938 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66877.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67160.132812 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -67160.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67479.421875 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -67479.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67655.125000 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -67655.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67733.382812 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67733.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67752.882812 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -67752.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67771.468750 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -67771.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67815.601562 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -67815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67843.523438 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -67843.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67843.523438 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -67843.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20218 members 
Mstep: Class 3 contains 23833 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185070 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41330 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68842 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 78726 members 
Mstep: Class 19 contains 192132 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38736 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197257 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 225 members 
Entering Unmasked Estep 
Score: -133227864.000000 Penalty: 99558.382812
Splitting cluster 17 changes total score from -133229704.000000 to -133227864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (78726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Entering Unmasked Estep 
Score: -10274872.000000 Penalty: 2795.884521
	Iteration 0F: 2 clusters Score -1.027487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -10222006.000000 Penalty: 5591.769043
	Iteration 0F: 3 clusters Score -1.022201e+07 nChanged 37168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -10243093.000000 Penalty: 5591.769043
	Iteration 1F: 3 clusters Score -1.024309e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -10244195.000000 Penalty: 5591.769043
	Iteration 2Q: 3 clusters Score -1.02442e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -10245611.000000 Penalty: 5591.769043
	Iteration 3Q: 3 clusters Score -1.024561e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -10247789.000000 Penalty: 5591.769043
	Iteration 4F: 3 clusters Score -1.024779e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -10251228.000000 Penalty: 5591.769043
	Iteration 5F: 3 clusters Score -1.025123e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -10256317.000000 Penalty: 5591.769043
	Iteration 6F: 3 clusters Score -1.025632e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -10262306.000000 Penalty: 5591.769043
	Iteration 7F: 3 clusters Score -1.026231e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -10267326.000000 Penalty: 5591.769043
	Iteration 8F: 3 clusters Score -1.026733e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -10270175.000000 Penalty: 5591.769043
	Iteration 9Q: 3 clusters Score -1.027018e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -10271462.000000 Penalty: 5591.769043
	Iteration 10Q: 3 clusters Score -1.027146e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -10271990.000000 Penalty: 5591.769043
	Iteration 11Q: 3 clusters Score -1.027199e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -10272200.000000 Penalty: 5591.769043
	Iteration 12Q: 3 clusters Score -1.02722e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -10272290.000000 Penalty: 5591.769043
	Iteration 13Q: 3 clusters Score -1.027229e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -10272353.000000 Penalty: 5591.769043
	Iteration 14Q: 3 clusters Score -1.027235e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -10272401.000000 Penalty: 5591.769043
	Iteration 15Q: 3 clusters Score -1.02724e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -10272410.000000 Penalty: 5591.769043
	Iteration 16Q: 3 clusters Score -1.027241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -10272417.000000 Penalty: 5591.769043
	Iteration 17Q: 3 clusters Score -1.027242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -10272428.000000 Penalty: 5591.769043
	Iteration 18Q: 3 clusters Score -1.027243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -10272429.000000 Penalty: 5591.769043
	Iteration 19Q: 3 clusters Score -1.027243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -10272432.000000 Penalty: 5591.769043
	Iteration 20F: 3 clusters Score -1.027243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -10272441.000000 Penalty: 5591.769043
	Iteration 21Q: 3 clusters Score -1.027244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -10272443.000000 Penalty: 5591.769043
	Iteration 22Q: 3 clusters Score -1.027244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -10272455.000000 Penalty: 5591.769043
	Iteration 23Q: 3 clusters Score -1.027246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -10272463.000000 Penalty: 5591.769043
	Iteration 24Q: 3 clusters Score -1.027246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -10272475.000000 Penalty: 5591.769043
	Iteration 25Q: 3 clusters Score -1.027248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -10272481.000000 Penalty: 5591.769043
	Iteration 26Q: 3 clusters Score -1.027248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -10272478.000000 Penalty: 5591.769043
	Iteration 27Q: 3 clusters Score -1.027248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -10272485.000000 Penalty: 5591.769043
	Iteration 28Q: 3 clusters Score -1.027248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -10272490.000000 Penalty: 5591.769043
	Iteration 29Q: 3 clusters Score -1.027249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -10272494.000000 Penalty: 5591.769043
	Iteration 30Q: 3 clusters Score -1.027249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -10272490.000000 Penalty: 5591.769043
	Iteration 31Q: 3 clusters Score -1.027249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -10272485.000000 Penalty: 5591.769043
	Iteration 32Q: 3 clusters Score -1.027248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -10272485.000000 Penalty: 5591.769043
	Iteration 33F: 3 clusters Score -1.027248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192132 members 
Entering Unmasked Estep 
Score: -25424742.000000 Penalty: 3017.152588
	Iteration 0F: 2 clusters Score -2.542474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -25316508.000000 Penalty: 6034.305176
	Iteration 0F: 3 clusters Score -2.531651e+07 nChanged 92338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -25371140.000000 Penalty: 6034.305176
	Iteration 1F: 3 clusters Score -2.537114e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -25372698.000000 Penalty: 6034.305176
	Iteration 2Q: 3 clusters Score -2.53727e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 110618 members 
Entering Unmasked Estep 
Score: -25374846.000000 Penalty: 6034.305176
	Iteration 3Q: 3 clusters Score -2.537485e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
Score: -25378014.000000 Penalty: 6034.305176
	Iteration 4Q: 3 clusters Score -2.537801e+07 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 128523 members 
Entering Unmasked Estep 
Score: -25383684.000000 Penalty: 6034.305176
	Iteration 5F: 3 clusters Score -2.538368e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 140732 members 
Entering Unmasked Estep 
Score: -25391530.000000 Penalty: 6034.305176
	Iteration 6F: 3 clusters Score -2.539153e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -25401222.000000 Penalty: 6034.305176
	Iteration 7F: 3 clusters Score -2.540122e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 164841 members 
Entering Unmasked Estep 
Score: -25410348.000000 Penalty: 6034.305176
	Iteration 8F: 3 clusters Score -2.541035e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 173781 members 
Entering Unmasked Estep 
Score: -25416006.000000 Penalty: 6034.305176
	Iteration 9Q: 3 clusters Score -2.541601e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 179952 members 
Entering Unmasked Estep 
Score: -25419244.000000 Penalty: 6034.305176
	Iteration 10Q: 3 clusters Score -2.541924e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 184127 members 
Entering Unmasked Estep 
Score: -25420690.000000 Penalty: 6034.305176
	Iteration 11Q: 3 clusters Score -2.542069e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 186895 members 
Entering Unmasked Estep 
Score: -25421382.000000 Penalty: 6034.305176
	Iteration 12Q: 3 clusters Score -2.542138e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 188633 members 
Entering Unmasked Estep 
Score: -25421784.000000 Penalty: 6034.305176
	Iteration 13Q: 3 clusters Score -2.542178e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 189731 members 
Entering Unmasked Estep 
Score: -25421848.000000 Penalty: 6034.305176
	Iteration 14Q: 3 clusters Score -2.542185e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 190419 members 
Entering Unmasked Estep 
Score: -25421960.000000 Penalty: 6034.305176
	Iteration 15Q: 3 clusters Score -2.542196e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 190858 members 
Entering Unmasked Estep 
Score: -25422100.000000 Penalty: 6034.305176
	Iteration 16Q: 3 clusters Score -2.54221e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 191121 members 
Entering Unmasked Estep 
Score: -25422130.000000 Penalty: 6034.305176
	Iteration 17Q: 3 clusters Score -2.542213e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 191279 members 
Entering Unmasked Estep 
Score: -25422178.000000 Penalty: 6034.305176
	Iteration 18Q: 3 clusters Score -2.542218e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 191371 members 
Entering Unmasked Estep 
Score: -25422208.000000 Penalty: 6034.305176
	Iteration 19Q: 3 clusters Score -2.542221e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 191435 members 
Entering Unmasked Estep 
Score: -25422208.000000 Penalty: 6034.305176
	Iteration 20F: 3 clusters Score -2.542221e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 191478 members 
Entering Unmasked Estep 
Score: -25422224.000000 Penalty: 6034.305176
	Iteration 21Q: 3 clusters Score -2.542222e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 191511 members 
Entering Unmasked Estep 
Score: -25422276.000000 Penalty: 6034.305176
	Iteration 22Q: 3 clusters Score -2.542228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 191545 members 
Entering Unmasked Estep 
Score: -25422292.000000 Penalty: 6034.305176
	Iteration 23Q: 3 clusters Score -2.542229e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 191571 members 
Entering Unmasked Estep 
Score: -25422290.000000 Penalty: 6034.305176
	Iteration 24Q: 3 clusters Score -2.542229e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 191587 members 
Entering Unmasked Estep 
Score: -25422290.000000 Penalty: 6034.305176
	Iteration 25Q: 3 clusters Score -2.542229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 191595 members 
Entering Unmasked Estep 
Score: -25422310.000000 Penalty: 6034.305176
	Iteration 26Q: 3 clusters Score -2.542231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 191603 members 
Entering Unmasked Estep 
Score: -25422318.000000 Penalty: 6034.305176
	Iteration 27Q: 3 clusters Score -2.542232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 191613 members 
Entering Unmasked Estep 
Score: -25422320.000000 Penalty: 6034.305176
	Iteration 28Q: 3 clusters Score -2.542232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 191620 members 
Entering Unmasked Estep 
Score: -25422316.000000 Penalty: 6034.305176
	Iteration 29Q: 3 clusters Score -2.542232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 191631 members 
Entering Unmasked Estep 
Score: -25422296.000000 Penalty: 6034.305176
	Iteration 30Q: 3 clusters Score -2.54223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 191635 members 
Entering Unmasked Estep 
Score: -25422310.000000 Penalty: 6034.305176
	Iteration 31Q: 3 clusters Score -2.542231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 191634 members 
Entering Unmasked Estep 
Score: -25422310.000000 Penalty: 6034.305176
	Iteration 32Q: 3 clusters Score -2.542231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 191636 members 
Entering Unmasked Estep 
Score: -25422296.000000 Penalty: 6034.305176
	Iteration 33Q: 3 clusters Score -2.54223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 191639 members 
Entering Unmasked Estep 
Score: -25422296.000000 Penalty: 6034.305176
	Iteration 34Q: 3 clusters Score -2.54223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 191642 members 
Entering Unmasked Estep 
Score: -25422302.000000 Penalty: 6034.305176
	Iteration 35Q: 3 clusters Score -2.54223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 191643 members 
Entering Unmasked Estep 
Score: -25422318.000000 Penalty: 6034.305176
	Iteration 36Q: 3 clusters Score -2.542232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 191645 members 
Entering Unmasked Estep 
Score: -25422312.000000 Penalty: 6034.305176
	Iteration 37Q: 3 clusters Score -2.542231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 191647 members 
Entering Unmasked Estep 
Score: -25422298.000000 Penalty: 6034.305176
	Iteration 38Q: 3 clusters Score -2.54223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 191649 members 
Entering Unmasked Estep 
Score: -25422296.000000 Penalty: 6034.305176
	Iteration 39Q: 3 clusters Score -2.54223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 191651 members 
Entering Unmasked Estep 
Score: -25422290.000000 Penalty: 6034.305176
	Iteration 40F: 3 clusters Score -2.542229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 191652 members 
Entering Unmasked Estep 
Score: -25422290.000000 Penalty: 6034.305176
	Iteration 41Q: 3 clusters Score -2.542229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 191653 members 
Entering Unmasked Estep 
Score: -25422286.000000 Penalty: 6034.305176
	Iteration 42Q: 3 clusters Score -2.542229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 191655 members 
Entering Unmasked Estep 
Score: -25422306.000000 Penalty: 6034.305176
	Iteration 43Q: 3 clusters Score -2.542231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 191657 members 
Entering Unmasked Estep 
Score: -25422312.000000 Penalty: 6034.305176
	Iteration 44Q: 3 clusters Score -2.542231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 191657 members 
Entering Unmasked Estep 
Score: -25422320.000000 Penalty: 6034.305176
	Iteration 45Q: 3 clusters Score -2.542232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 191659 members 
Entering Unmasked Estep 
Score: -25422320.000000 Penalty: 6034.305176
	Iteration 46Q: 3 clusters Score -2.542232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 191661 members 
Entering Unmasked Estep 
Score: -25422330.000000 Penalty: 6034.305176
	Iteration 47Q: 3 clusters Score -2.542233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 191662 members 
Entering Unmasked Estep 
Score: -25422326.000000 Penalty: 6034.305176
	Iteration 48Q: 3 clusters Score -2.542233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 191663 members 
Entering Unmasked Estep 
Score: -25422328.000000 Penalty: 6034.305176
	Iteration 49Q: 3 clusters Score -2.542233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 191664 members 
Entering Unmasked Estep 
Score: -25422326.000000 Penalty: 6034.305176
	Iteration 50Q: 3 clusters Score -2.542233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 191664 members 
Entering Unmasked Estep 
Score: -25422326.000000 Penalty: 6034.305176
	Iteration 51F: 3 clusters Score -2.542233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -184088.828125 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -184088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -181839.937500 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -181839.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -182200.859375 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -182200.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -182308.562500 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -182308.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -182362.859375 Penalty: 3603.306152
	Iteration 3Q: 3 clusters Score -182362.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -182426.312500 Penalty: 3603.306152
	Iteration 4Q: 3 clusters Score -182426.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -182454.984375 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -182455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182482.687500 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -182482.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -182511.250000 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -182511.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -182540.531250 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -182540.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -182573.031250 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -182573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -182605.562500 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -182605.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -182640.796875 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -182640.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -182663.421875 Penalty: 3603.306152
	Iteration 12Q: 3 clusters Score -182663.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -182692.046875 Penalty: 3603.306152
	Iteration 13Q: 3 clusters Score -182692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -182708.281250 Penalty: 3603.306152
	Iteration 14Q: 3 clusters Score -182708.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -182719.250000 Penalty: 3603.306152
	Iteration 15Q: 3 clusters Score -182719.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -182726.562500 Penalty: 3603.306152
	Iteration 16Q: 3 clusters Score -182726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182736.406250 Penalty: 3603.306152
	Iteration 17Q: 3 clusters Score -182736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -182749.812500 Penalty: 3603.306152
	Iteration 18Q: 3 clusters Score -182749.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -182759.218750 Penalty: 3603.306152
	Iteration 19Q: 3 clusters Score -182759.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -182764.375000 Penalty: 3603.306152
	Iteration 20F: 3 clusters Score -182764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -182766.687500 Penalty: 3603.306152
	Iteration 21Q: 3 clusters Score -182766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -182768.531250 Penalty: 3603.306152
	Iteration 22Q: 3 clusters Score -182768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -182770.875000 Penalty: 3603.306152
	Iteration 23Q: 3 clusters Score -182770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -182775.812500 Penalty: 3603.306152
	Iteration 24Q: 3 clusters Score -182775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -182778.796875 Penalty: 3603.306152
	Iteration 25Q: 3 clusters Score -182778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -182784.312500 Penalty: 3603.306152
	Iteration 26Q: 3 clusters Score -182784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -182786.562500 Penalty: 3603.306152
	Iteration 27Q: 3 clusters Score -182786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -182791.406250 Penalty: 3603.306152
	Iteration 28Q: 3 clusters Score -182791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -182795.812500 Penalty: 3603.306152
	Iteration 29Q: 3 clusters Score -182795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -182802.109375 Penalty: 3603.306152
	Iteration 30Q: 3 clusters Score -182802.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -182805.718750 Penalty: 3603.306152
	Iteration 31Q: 3 clusters Score -182805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -182809.500000 Penalty: 3603.306152
	Iteration 32Q: 3 clusters Score -182809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -182811.171875 Penalty: 3603.306152
	Iteration 33Q: 3 clusters Score -182811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -182813.281250 Penalty: 3603.306152
	Iteration 34Q: 3 clusters Score -182813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -182813.750000 Penalty: 3603.306152
	Iteration 35Q: 3 clusters Score -182813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -182816.468750 Penalty: 3603.306152
	Iteration 36Q: 3 clusters Score -182816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -182818.078125 Penalty: 3603.306152
	Iteration 37Q: 3 clusters Score -182818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -182818.531250 Penalty: 3603.306152
	Iteration 38Q: 3 clusters Score -182818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -182819.812500 Penalty: 3603.306152
	Iteration 39Q: 3 clusters Score -182819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -182820.406250 Penalty: 3603.306152
	Iteration 40F: 3 clusters Score -182820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -80047.835938 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -80047.84 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 385 members 
Entering Unmasked Estep 
Score: -78372.312500 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -78372.31 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79366.710938 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -79366.71 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79988.476562 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -79988.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80204.406250 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -80204.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -80271.726562 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -80271.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -80303.390625 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -80303.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -80338.890625 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -80338.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -80377.937500 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -80377.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -80422.203125 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -80422.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -80472.656250 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -80472.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -80507.570312 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -80507.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -80517.312500 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -80517.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -80521.359375 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -80521.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -80521.359375 Penalty: 3293.378418
	Iteration 13F: 3 clusters Score -80521.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20218 members 
Mstep: Class 3 contains 23833 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185070 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41330 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68842 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78726 members 
Mstep: Class 19 contains 192132 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 178 members 
Mstep: Class 22 contains 38736 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197257 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 587 members 
Entering Unmasked Estep 
Score: -133228560.000000 Penalty: 99558.382812
Splitting cluster 21 changes total score from -133229704.000000 to -133228560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (38736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Entering Unmasked Estep 
Score: -5211738.500000 Penalty: 2620.002197
	Iteration 0F: 2 clusters Score -5211738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -5185423.000000 Penalty: 5240.004395
	Iteration 0F: 3 clusters Score -5185423 nChanged 17664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -5195034.500000 Penalty: 5240.004395
	Iteration 1F: 3 clusters Score -5195034 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5195504.500000 Penalty: 5240.004395
	Iteration 2Q: 3 clusters Score -5195504 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -5196018.000000 Penalty: 5240.004395
	Iteration 3Q: 3 clusters Score -5196018 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -5196562.500000 Penalty: 5240.004395
	Iteration 4Q: 3 clusters Score -5196562 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5197190.000000 Penalty: 5240.004395
	Iteration 5Q: 3 clusters Score -5197190 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -5197925.500000 Penalty: 5240.004395
	Iteration 6Q: 3 clusters Score -5197926 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -5198614.000000 Penalty: 5240.004395
	Iteration 7Q: 3 clusters Score -5198614 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -5199362.000000 Penalty: 5240.004395
	Iteration 8Q: 3 clusters Score -5199362 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -5200111.500000 Penalty: 5240.004395
	Iteration 9Q: 3 clusters Score -5200112 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -5200858.500000 Penalty: 5240.004395
	Iteration 10Q: 3 clusters Score -5200858 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -5201580.500000 Penalty: 5240.004395
	Iteration 11Q: 3 clusters Score -5201580 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -5202351.000000 Penalty: 5240.004395
	Iteration 12Q: 3 clusters Score -5202351 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -5203122.000000 Penalty: 5240.004395
	Iteration 13Q: 3 clusters Score -5203122 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -5203887.500000 Penalty: 5240.004395
	Iteration 14Q: 3 clusters Score -5203888 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -5204612.500000 Penalty: 5240.004395
	Iteration 15Q: 3 clusters Score -5204612 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -5205182.500000 Penalty: 5240.004395
	Iteration 16Q: 3 clusters Score -5205182 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5205581.000000 Penalty: 5240.004395
	Iteration 17Q: 3 clusters Score -5205581 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5205913.500000 Penalty: 5240.004395
	Iteration 18Q: 3 clusters Score -5205914 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5206114.500000 Penalty: 5240.004395
	Iteration 19Q: 3 clusters Score -5206114 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -5206298.500000 Penalty: 5240.004395
	Iteration 20F: 3 clusters Score -5206298 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -5206484.000000 Penalty: 5240.004395
	Iteration 21Q: 3 clusters Score -5206484 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -5206639.000000 Penalty: 5240.004395
	Iteration 22Q: 3 clusters Score -5206639 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -5206809.500000 Penalty: 5240.004395
	Iteration 23Q: 3 clusters Score -5206810 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -5206961.500000 Penalty: 5240.004395
	Iteration 24Q: 3 clusters Score -5206962 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -5207115.000000 Penalty: 5240.004395
	Iteration 25Q: 3 clusters Score -5207115 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -5207257.500000 Penalty: 5240.004395
	Iteration 26Q: 3 clusters Score -5207258 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -5207402.500000 Penalty: 5240.004395
	Iteration 27Q: 3 clusters Score -5207402 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5207589.000000 Penalty: 5240.004395
	Iteration 28Q: 3 clusters Score -5207589 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -5207798.000000 Penalty: 5240.004395
	Iteration 29Q: 3 clusters Score -5207798 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5207996.500000 Penalty: 5240.004395
	Iteration 30Q: 3 clusters Score -5207996 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5208206.500000 Penalty: 5240.004395
	Iteration 31Q: 3 clusters Score -5208206 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -5208370.500000 Penalty: 5240.004395
	Iteration 32Q: 3 clusters Score -5208370 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -5208539.000000 Penalty: 5240.004395
	Iteration 33Q: 3 clusters Score -5208539 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -5208707.500000 Penalty: 5240.004395
	Iteration 34Q: 3 clusters Score -5208708 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -5208866.500000 Penalty: 5240.004395
	Iteration 35Q: 3 clusters Score -5208866 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5209012.500000 Penalty: 5240.004395
	Iteration 36Q: 3 clusters Score -5209012 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -5209146.000000 Penalty: 5240.004395
	Iteration 37Q: 3 clusters Score -5209146 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5209254.000000 Penalty: 5240.004395
	Iteration 38Q: 3 clusters Score -5209254 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5209344.000000 Penalty: 5240.004395
	Iteration 39Q: 3 clusters Score -5209344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5209452.000000 Penalty: 5240.004395
	Iteration 40F: 3 clusters Score -5209452 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5209546.500000 Penalty: 5240.004395
	Iteration 41Q: 3 clusters Score -5209546 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5209614.000000 Penalty: 5240.004395
	Iteration 42Q: 3 clusters Score -5209614 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5209659.500000 Penalty: 5240.004395
	Iteration 43Q: 3 clusters Score -5209660 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5209727.500000 Penalty: 5240.004395
	Iteration 44Q: 3 clusters Score -5209728 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5209770.500000 Penalty: 5240.004395
	Iteration 45Q: 3 clusters Score -5209770 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5209803.500000 Penalty: 5240.004395
	Iteration 46Q: 3 clusters Score -5209804 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5209830.500000 Penalty: 5240.004395
	Iteration 47Q: 3 clusters Score -5209830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5209839.000000 Penalty: 5240.004395
	Iteration 48Q: 3 clusters Score -5209839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5209877.500000 Penalty: 5240.004395
	Iteration 49Q: 3 clusters Score -5209878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5209885.500000 Penalty: 5240.004395
	Iteration 50Q: 3 clusters Score -5209886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5209899.500000 Penalty: 5240.004395
	Iteration 51Q: 3 clusters Score -5209900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5209916.000000 Penalty: 5240.004395
	Iteration 52Q: 3 clusters Score -5209916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5209921.000000 Penalty: 5240.004395
	Iteration 53Q: 3 clusters Score -5209921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5209937.500000 Penalty: 5240.004395
	Iteration 54Q: 3 clusters Score -5209938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5209941.000000 Penalty: 5240.004395
	Iteration 55Q: 3 clusters Score -5209941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5209951.500000 Penalty: 5240.004395
	Iteration 56Q: 3 clusters Score -5209952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5209951.000000 Penalty: 5240.004395
	Iteration 57Q: 3 clusters Score -5209951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5209956.500000 Penalty: 5240.004395
	Iteration 58Q: 3 clusters Score -5209956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5209964.500000 Penalty: 5240.004395
	Iteration 59Q: 3 clusters Score -5209964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5209969.500000 Penalty: 5240.004395
	Iteration 60F: 3 clusters Score -5209970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5209972.000000 Penalty: 5240.004395
	Iteration 61Q: 3 clusters Score -5209972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5209971.000000 Penalty: 5240.004395
	Iteration 62Q: 3 clusters Score -5209971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5209970.500000 Penalty: 5240.004395
	Iteration 63Q: 3 clusters Score -5209970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5209970.000000 Penalty: 5240.004395
	Iteration 64Q: 3 clusters Score -5209970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5209970.000000 Penalty: 5240.004395
	Iteration 65F: 3 clusters Score -5209970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -86110.960938 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -86110.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84437.898438 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -84437.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84638.234375 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -84638.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84695.125000 Penalty: 3228.349365
	Iteration 2Q: 3 clusters Score -84695.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84708.960938 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -84708.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84718.367188 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -84718.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84730.601562 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -84730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84732.117188 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -84732.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84733.601562 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -84733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84733.601562 Penalty: 3228.349365
	Iteration 8F: 3 clusters Score -84733.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Entering Unmasked Estep 
Score: -1665907.250000 Penalty: 2342.775635
	Iteration 0F: 2 clusters Score -1665907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1656504.375000 Penalty: 4685.551270
	Iteration 0F: 3 clusters Score -1656504 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1659364.500000 Penalty: 4685.551270
	Iteration 1F: 3 clusters Score -1659364 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1659659.500000 Penalty: 4685.551270
	Iteration 2F: 3 clusters Score -1659660 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1659862.250000 Penalty: 4685.551270
	Iteration 3Q: 3 clusters Score -1659862 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1660035.750000 Penalty: 4685.551270
	Iteration 4Q: 3 clusters Score -1660036 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1660176.875000 Penalty: 4685.551270
	Iteration 5Q: 3 clusters Score -1660177 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1660317.125000 Penalty: 4685.551270
	Iteration 6Q: 3 clusters Score -1660317 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1660444.625000 Penalty: 4685.551270
	Iteration 7Q: 3 clusters Score -1660445 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1660598.750000 Penalty: 4685.551270
	Iteration 8Q: 3 clusters Score -1660599 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1660742.500000 Penalty: 4685.551270
	Iteration 9Q: 3 clusters Score -1660742 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1660902.375000 Penalty: 4685.551270
	Iteration 10Q: 3 clusters Score -1660902 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1661099.000000 Penalty: 4685.551270
	Iteration 11Q: 3 clusters Score -1661099 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1661306.375000 Penalty: 4685.551270
	Iteration 12Q: 3 clusters Score -1661306 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1661555.000000 Penalty: 4685.551270
	Iteration 13Q: 3 clusters Score -1661555 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1661880.625000 Penalty: 4685.551270
	Iteration 14Q: 3 clusters Score -1661881 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1662231.500000 Penalty: 4685.551270
	Iteration 15Q: 3 clusters Score -1662232 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1662524.125000 Penalty: 4685.551270
	Iteration 16Q: 3 clusters Score -1662524 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1662752.750000 Penalty: 4685.551270
	Iteration 17Q: 3 clusters Score -1662753 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1662960.875000 Penalty: 4685.551270
	Iteration 18Q: 3 clusters Score -1662961 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1663150.000000 Penalty: 4685.551270
	Iteration 19Q: 3 clusters Score -1663150 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1663300.750000 Penalty: 4685.551270
	Iteration 20F: 3 clusters Score -1663301 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1663421.750000 Penalty: 4685.551270
	Iteration 21Q: 3 clusters Score -1663422 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1663515.625000 Penalty: 4685.551270
	Iteration 22Q: 3 clusters Score -1663516 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1663600.000000 Penalty: 4685.551270
	Iteration 23Q: 3 clusters Score -1663600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1663664.000000 Penalty: 4685.551270
	Iteration 24Q: 3 clusters Score -1663664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1663700.000000 Penalty: 4685.551270
	Iteration 25Q: 3 clusters Score -1663700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1663733.875000 Penalty: 4685.551270
	Iteration 26Q: 3 clusters Score -1663734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1663764.250000 Penalty: 4685.551270
	Iteration 27Q: 3 clusters Score -1663764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1663790.750000 Penalty: 4685.551270
	Iteration 28Q: 3 clusters Score -1663791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1663803.000000 Penalty: 4685.551270
	Iteration 29Q: 3 clusters Score -1663803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1663825.875000 Penalty: 4685.551270
	Iteration 30Q: 3 clusters Score -1663826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1663844.375000 Penalty: 4685.551270
	Iteration 31Q: 3 clusters Score -1663844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1663851.750000 Penalty: 4685.551270
	Iteration 32Q: 3 clusters Score -1663852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1663864.250000 Penalty: 4685.551270
	Iteration 33Q: 3 clusters Score -1663864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1663875.500000 Penalty: 4685.551270
	Iteration 34Q: 3 clusters Score -1663876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1663885.250000 Penalty: 4685.551270
	Iteration 35Q: 3 clusters Score -1663885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1663898.375000 Penalty: 4685.551270
	Iteration 36Q: 3 clusters Score -1663898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1663915.000000 Penalty: 4685.551270
	Iteration 37Q: 3 clusters Score -1663915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1663923.875000 Penalty: 4685.551270
	Iteration 38Q: 3 clusters Score -1663924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1663931.250000 Penalty: 4685.551270
	Iteration 39Q: 3 clusters Score -1663931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1663939.750000 Penalty: 4685.551270
	Iteration 40F: 3 clusters Score -1663940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1663946.250000 Penalty: 4685.551270
	Iteration 41Q: 3 clusters Score -1663946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1663954.875000 Penalty: 4685.551270
	Iteration 42Q: 3 clusters Score -1663955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1663958.125000 Penalty: 4685.551270
	Iteration 43Q: 3 clusters Score -1663958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1663958.875000 Penalty: 4685.551270
	Iteration 44Q: 3 clusters Score -1663959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1663962.000000 Penalty: 4685.551270
	Iteration 45Q: 3 clusters Score -1663962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1663961.250000 Penalty: 4685.551270
	Iteration 46Q: 3 clusters Score -1663961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1663960.250000 Penalty: 4685.551270
	Iteration 47Q: 3 clusters Score -1663960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1663960.250000 Penalty: 4685.551270
	Iteration 48F: 3 clusters Score -1663960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74142.617188 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74142.62 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74662.179688 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74662.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75046.640625 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -75046.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75335.265625 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75335.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75472.390625 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -75472.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75573.414062 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -75573.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75666.914062 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -75666.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -75780.531250 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -75780.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75833.140625 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -75833.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75851.367188 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -75851.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75859.164062 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -75859.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75859.546875 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -75859.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75860.546875 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -75860.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75861.070312 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -75861.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75861.187500 Penalty: 3261.237549
	Iteration 14F: 3 clusters Score -75861.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75866.242188 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -75866.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75870.234375 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -75870.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75885.117188 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -75885.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75907.773438 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -75907.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75931.445312 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -75931.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75973.195312 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -75973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -76074.351562 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -76074.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76202.468750 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -76202.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76238.671875 Penalty: 3261.237549
	Iteration 23Q: 3 clusters Score -76238.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76242.945312 Penalty: 3261.237549
	Iteration 24Q: 3 clusters Score -76242.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76242.945312 Penalty: 3261.237549
	Iteration 25F: 3 clusters Score -76242.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20218 members 
Mstep: Class 3 contains 23833 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185070 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41330 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68842 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78726 members 
Mstep: Class 19 contains 192132 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38736 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197257 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 480 members 
Entering Unmasked Estep 
Score: -133228440.000000 Penalty: 99558.382812
Splitting cluster 25 changes total score from -133229704.000000 to -133228440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -535355.375000 Penalty: 2070.202393
	Iteration 0F: 2 clusters Score -535355.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -531356.500000 Penalty: 4140.404785
	Iteration 0F: 3 clusters Score -531356.5 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -532297.125000 Penalty: 4140.404785
	Iteration 1F: 3 clusters Score -532297.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -532621.687500 Penalty: 4140.404785
	Iteration 2F: 3 clusters Score -532621.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -532997.125000 Penalty: 4140.404785
	Iteration 3F: 3 clusters Score -532997.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -533455.437500 Penalty: 4140.404785
	Iteration 4F: 3 clusters Score -533455.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -533926.437500 Penalty: 4140.404785
	Iteration 5F: 3 clusters Score -533926.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -534316.750000 Penalty: 4140.404785
	Iteration 6F: 3 clusters Score -534316.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -534624.812500 Penalty: 4140.404785
	Iteration 7F: 3 clusters Score -534624.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -534927.750000 Penalty: 4140.404785
	Iteration 8Q: 3 clusters Score -534927.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -535132.062500 Penalty: 4140.404785
	Iteration 9Q: 3 clusters Score -535132.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -535273.250000 Penalty: 4140.404785
	Iteration 10Q: 3 clusters Score -535273.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -535350.000000 Penalty: 4140.404785
	Iteration 11Q: 3 clusters Score -535350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -535387.937500 Penalty: 4140.404785
	Iteration 12Q: 3 clusters Score -535387.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -535401.750000 Penalty: 4140.404785
	Iteration 13Q: 3 clusters Score -535401.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -535412.750000 Penalty: 4140.404785
	Iteration 14Q: 3 clusters Score -535412.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -535418.875000 Penalty: 4140.404785
	Iteration 15Q: 3 clusters Score -535418.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -535423.250000 Penalty: 4140.404785
	Iteration 16Q: 3 clusters Score -535423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -535425.312500 Penalty: 4140.404785
	Iteration 17Q: 3 clusters Score -535425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -535427.812500 Penalty: 4140.404785
	Iteration 18Q: 3 clusters Score -535427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -535429.500000 Penalty: 4140.404785
	Iteration 19Q: 3 clusters Score -535429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -535430.937500 Penalty: 4140.404785
	Iteration 20F: 3 clusters Score -535430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -535431.562500 Penalty: 4140.404785
	Iteration 21Q: 3 clusters Score -535431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -535432.625000 Penalty: 4140.404785
	Iteration 22Q: 3 clusters Score -535432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -535432.750000 Penalty: 4140.404785
	Iteration 23Q: 3 clusters Score -535432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -535432.750000 Penalty: 4140.404785
	Iteration 24F: 3 clusters Score -535432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20218 members 
Mstep: Class 3 contains 23833 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185070 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41330 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68842 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78726 members 
Mstep: Class 19 contains 192132 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38736 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 197257 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 2236 members 
Entering Unmasked Estep 
Score: -133228432.000000 Penalty: 99558.382812
Splitting cluster 26 changes total score from -133229704.000000 to -133228432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (197257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197257 members 
Entering Unmasked Estep 
Score: -26188412.000000 Penalty: 3023.681152
	Iteration 0F: 2 clusters Score -2.618841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -26061484.000000 Penalty: 6047.362305
	Iteration 0F: 3 clusters Score -2.606148e+07 nChanged 94658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96465 members 
Mstep: Class 2 contains 100792 members 
Entering Unmasked Estep 
Score: -26116042.000000 Penalty: 6047.362305
	Iteration 1F: 3 clusters Score -2.611604e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -26116944.000000 Penalty: 6047.362305
	Iteration 2Q: 3 clusters Score -2.611694e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -26118110.000000 Penalty: 6047.362305
	Iteration 3Q: 3 clusters Score -2.611811e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -26119722.000000 Penalty: 6047.362305
	Iteration 4Q: 3 clusters Score -2.611972e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -26121914.000000 Penalty: 6047.362305
	Iteration 5Q: 3 clusters Score -2.612191e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 116737 members 
Entering Unmasked Estep 
Score: -26125848.000000 Penalty: 6047.362305
	Iteration 6Q: 3 clusters Score -2.612585e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 124930 members 
Entering Unmasked Estep 
Score: -26132010.000000 Penalty: 6047.362305
	Iteration 7F: 3 clusters Score -2.613201e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 135211 members 
Entering Unmasked Estep 
Score: -26141058.000000 Penalty: 6047.362305
	Iteration 8F: 3 clusters Score -2.614106e+07 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 146183 members 
Entering Unmasked Estep 
Score: -26152058.000000 Penalty: 6047.362305
	Iteration 9F: 3 clusters Score -2.615206e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -26162380.000000 Penalty: 6047.362305
	Iteration 10F: 3 clusters Score -2.616238e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 162658 members 
Entering Unmasked Estep 
Score: -26169660.000000 Penalty: 6047.362305
	Iteration 11Q: 3 clusters Score -2.616966e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 167320 members 
Entering Unmasked Estep 
Score: -26173718.000000 Penalty: 6047.362305
	Iteration 12Q: 3 clusters Score -2.617372e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 171023 members 
Entering Unmasked Estep 
Score: -26176020.000000 Penalty: 6047.362305
	Iteration 13Q: 3 clusters Score -2.617602e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -26177610.000000 Penalty: 6047.362305
	Iteration 14Q: 3 clusters Score -2.617761e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 177321 members 
Entering Unmasked Estep 
Score: -26178810.000000 Penalty: 6047.362305
	Iteration 15Q: 3 clusters Score -2.617881e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 180126 members 
Entering Unmasked Estep 
Score: -26179788.000000 Penalty: 6047.362305
	Iteration 16Q: 3 clusters Score -2.617979e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 182695 members 
Entering Unmasked Estep 
Score: -26180826.000000 Penalty: 6047.362305
	Iteration 17Q: 3 clusters Score -2.618083e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 185095 members 
Entering Unmasked Estep 
Score: -26181778.000000 Penalty: 6047.362305
	Iteration 18Q: 3 clusters Score -2.618178e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 187160 members 
Entering Unmasked Estep 
Score: -26182638.000000 Penalty: 6047.362305
	Iteration 19Q: 3 clusters Score -2.618264e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 188926 members 
Entering Unmasked Estep 
Score: -26183362.000000 Penalty: 6047.362305
	Iteration 20F: 3 clusters Score -2.618336e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 190380 members 
Entering Unmasked Estep 
Score: -26183868.000000 Penalty: 6047.362305
	Iteration 21Q: 3 clusters Score -2.618387e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 191598 members 
Entering Unmasked Estep 
Score: -26184298.000000 Penalty: 6047.362305
	Iteration 22Q: 3 clusters Score -2.61843e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 192550 members 
Entering Unmasked Estep 
Score: -26184686.000000 Penalty: 6047.362305
	Iteration 23Q: 3 clusters Score -2.618469e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 193299 members 
Entering Unmasked Estep 
Score: -26184942.000000 Penalty: 6047.362305
	Iteration 24Q: 3 clusters Score -2.618494e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 193877 members 
Entering Unmasked Estep 
Score: -26185126.000000 Penalty: 6047.362305
	Iteration 25Q: 3 clusters Score -2.618513e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 194343 members 
Entering Unmasked Estep 
Score: -26185348.000000 Penalty: 6047.362305
	Iteration 26Q: 3 clusters Score -2.618535e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 194708 members 
Entering Unmasked Estep 
Score: -26185478.000000 Penalty: 6047.362305
	Iteration 27Q: 3 clusters Score -2.618548e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 195002 members 
Entering Unmasked Estep 
Score: -26185548.000000 Penalty: 6047.362305
	Iteration 28Q: 3 clusters Score -2.618555e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 195204 members 
Entering Unmasked Estep 
Score: -26185644.000000 Penalty: 6047.362305
	Iteration 29Q: 3 clusters Score -2.618564e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 195368 members 
Entering Unmasked Estep 
Score: -26185668.000000 Penalty: 6047.362305
	Iteration 30Q: 3 clusters Score -2.618567e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 195487 members 
Entering Unmasked Estep 
Score: -26185716.000000 Penalty: 6047.362305
	Iteration 31Q: 3 clusters Score -2.618572e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 195597 members 
Entering Unmasked Estep 
Score: -26185752.000000 Penalty: 6047.362305
	Iteration 32Q: 3 clusters Score -2.618575e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 195682 members 
Entering Unmasked Estep 
Score: -26185782.000000 Penalty: 6047.362305
	Iteration 33Q: 3 clusters Score -2.618578e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 195767 members 
Entering Unmasked Estep 
Score: -26185788.000000 Penalty: 6047.362305
	Iteration 34Q: 3 clusters Score -2.618579e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 195830 members 
Entering Unmasked Estep 
Score: -26185798.000000 Penalty: 6047.362305
	Iteration 35Q: 3 clusters Score -2.61858e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 195884 members 
Entering Unmasked Estep 
Score: -26185826.000000 Penalty: 6047.362305
	Iteration 36Q: 3 clusters Score -2.618583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 195935 members 
Entering Unmasked Estep 
Score: -26185830.000000 Penalty: 6047.362305
	Iteration 37Q: 3 clusters Score -2.618583e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -26185882.000000 Penalty: 6047.362305
	Iteration 38Q: 3 clusters Score -2.618588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 196001 members 
Entering Unmasked Estep 
Score: -26185890.000000 Penalty: 6047.362305
	Iteration 39Q: 3 clusters Score -2.618589e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 196031 members 
Entering Unmasked Estep 
Score: -26185888.000000 Penalty: 6047.362305
	Iteration 40F: 3 clusters Score -2.618589e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 196056 members 
Entering Unmasked Estep 
Score: -26185858.000000 Penalty: 6047.362305
	Iteration 41Q: 3 clusters Score -2.618586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 196072 members 
Entering Unmasked Estep 
Score: -26185872.000000 Penalty: 6047.362305
	Iteration 42Q: 3 clusters Score -2.618587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 196087 members 
Entering Unmasked Estep 
Score: -26185902.000000 Penalty: 6047.362305
	Iteration 43Q: 3 clusters Score -2.61859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 196098 members 
Entering Unmasked Estep 
Score: -26185904.000000 Penalty: 6047.362305
	Iteration 44Q: 3 clusters Score -2.61859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 196107 members 
Entering Unmasked Estep 
Score: -26185914.000000 Penalty: 6047.362305
	Iteration 45Q: 3 clusters Score -2.618591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 196125 members 
Entering Unmasked Estep 
Score: -26185912.000000 Penalty: 6047.362305
	Iteration 46Q: 3 clusters Score -2.618591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 196137 members 
Entering Unmasked Estep 
Score: -26185900.000000 Penalty: 6047.362305
	Iteration 47Q: 3 clusters Score -2.61859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 196143 members 
Entering Unmasked Estep 
Score: -26185908.000000 Penalty: 6047.362305
	Iteration 48Q: 3 clusters Score -2.618591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 196149 members 
Entering Unmasked Estep 
Score: -26185894.000000 Penalty: 6047.362305
	Iteration 49Q: 3 clusters Score -2.618589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 196154 members 
Entering Unmasked Estep 
Score: -26185904.000000 Penalty: 6047.362305
	Iteration 50Q: 3 clusters Score -2.61859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 196153 members 
Entering Unmasked Estep 
Score: -26185890.000000 Penalty: 6047.362305
	Iteration 51Q: 3 clusters Score -2.618589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 196155 members 
Entering Unmasked Estep 
Score: -26185884.000000 Penalty: 6047.362305
	Iteration 52Q: 3 clusters Score -2.618588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 196158 members 
Entering Unmasked Estep 
Score: -26185884.000000 Penalty: 6047.362305
	Iteration 53Q: 3 clusters Score -2.618588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 196160 members 
Entering Unmasked Estep 
Score: -26185900.000000 Penalty: 6047.362305
	Iteration 54Q: 3 clusters Score -2.61859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 196164 members 
Entering Unmasked Estep 
Score: -26185874.000000 Penalty: 6047.362305
	Iteration 55Q: 3 clusters Score -2.618587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 196165 members 
Entering Unmasked Estep 
Score: -26185906.000000 Penalty: 6047.362305
	Iteration 56Q: 3 clusters Score -2.618591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 196167 members 
Entering Unmasked Estep 
Score: -26185890.000000 Penalty: 6047.362305
	Iteration 57Q: 3 clusters Score -2.618589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 196174 members 
Entering Unmasked Estep 
Score: -26185906.000000 Penalty: 6047.362305
	Iteration 58Q: 3 clusters Score -2.618591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 196178 members 
Entering Unmasked Estep 
Score: -26185908.000000 Penalty: 6047.362305
	Iteration 59Q: 3 clusters Score -2.618591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 196183 members 
Entering Unmasked Estep 
Score: -26185904.000000 Penalty: 6047.362305
	Iteration 60F: 3 clusters Score -2.61859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 196188 members 
Entering Unmasked Estep 
Score: -26185896.000000 Penalty: 6047.362305
	Iteration 61Q: 3 clusters Score -2.61859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 196197 members 
Entering Unmasked Estep 
Score: -26185924.000000 Penalty: 6047.362305
	Iteration 62Q: 3 clusters Score -2.618592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 196203 members 
Entering Unmasked Estep 
Score: -26185930.000000 Penalty: 6047.362305
	Iteration 63Q: 3 clusters Score -2.618593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 196206 members 
Entering Unmasked Estep 
Score: -26185918.000000 Penalty: 6047.362305
	Iteration 64Q: 3 clusters Score -2.618592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 196206 members 
Entering Unmasked Estep 
Score: -26185932.000000 Penalty: 6047.362305
	Iteration 65Q: 3 clusters Score -2.618593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 196209 members 
Entering Unmasked Estep 
Score: -26185932.000000 Penalty: 6047.362305
	Iteration 66Q: 3 clusters Score -2.618593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 196211 members 
Entering Unmasked Estep 
Score: -26185922.000000 Penalty: 6047.362305
	Iteration 67Q: 3 clusters Score -2.618592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 196213 members 
Entering Unmasked Estep 
Score: -26185918.000000 Penalty: 6047.362305
	Iteration 68Q: 3 clusters Score -2.618592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 196214 members 
Entering Unmasked Estep 
Score: -26185912.000000 Penalty: 6047.362305
	Iteration 69Q: 3 clusters Score -2.618591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 196215 members 
Entering Unmasked Estep 
Score: -26185918.000000 Penalty: 6047.362305
	Iteration 70Q: 3 clusters Score -2.618592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 196216 members 
Entering Unmasked Estep 
Score: -26185918.000000 Penalty: 6047.362305
	Iteration 71Q: 3 clusters Score -2.618592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 196217 members 
Entering Unmasked Estep 
Score: -26185930.000000 Penalty: 6047.362305
	Iteration 72Q: 3 clusters Score -2.618593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 196217 members 
Entering Unmasked Estep 
Score: -26185930.000000 Penalty: 6047.362305
	Iteration 73F: 3 clusters Score -2.618593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -228109.625000 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -228109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -225628.500000 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -225628.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -226010.093750 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -226010.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -226125.234375 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -226125.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -226218.296875 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -226218.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -226267.656250 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -226267.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -226292.171875 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -226292.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -226307.250000 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -226307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -226312.296875 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -226312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -226318.328125 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -226318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -226321.000000 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -226321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -226322.515625 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -226322.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -226325.656250 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -226325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -226327.359375 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -226327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226328.359375 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -226328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -226329.453125 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -226329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -226329.453125 Penalty: 3705.513672
	Iteration 15F: 3 clusters Score -226329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20218 members 
Mstep: Class 3 contains 23833 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185070 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41330 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 25921 members 
Mstep: Class 16 contains 68842 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78726 members 
Mstep: Class 19 contains 192132 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38736 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197257 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229800.000000 Penalty: 96125.335938
Iteration 319Q: 29 clusters Score -1.332298e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20230 members 
Mstep: Class 3 contains 23842 members 
Mstep: Class 4 contains 45850 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19116 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185041 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41333 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39336 members 
Mstep: Class 15 contains 25923 members 
Mstep: Class 16 contains 68843 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78718 members 
Mstep: Class 19 contains 192134 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38738 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197258 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229688.000000 Penalty: 96125.335938
Iteration 320F: 29 clusters Score -1.332297e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20236 members 
Mstep: Class 3 contains 23843 members 
Mstep: Class 4 contains 45847 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19117 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185024 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41338 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39336 members 
Mstep: Class 15 contains 25928 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78713 members 
Mstep: Class 19 contains 192134 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38741 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197261 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229776.000000 Penalty: 96125.335938
Iteration 321Q: 29 clusters Score -1.332298e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20244 members 
Mstep: Class 3 contains 23851 members 
Mstep: Class 4 contains 45844 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19118 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 185008 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41338 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39336 members 
Mstep: Class 15 contains 25932 members 
Mstep: Class 16 contains 68844 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78710 members 
Mstep: Class 19 contains 192134 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38747 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197257 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229680.000000 Penalty: 96125.335938
Iteration 322Q: 29 clusters Score -1.332297e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20245 members 
Mstep: Class 3 contains 23857 members 
Mstep: Class 4 contains 45843 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19117 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184999 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41339 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39336 members 
Mstep: Class 15 contains 25936 members 
Mstep: Class 16 contains 68846 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78705 members 
Mstep: Class 19 contains 192133 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38746 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197261 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229640.000000 Penalty: 96125.335938
Iteration 323Q: 29 clusters Score -1.332296e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20248 members 
Mstep: Class 3 contains 23859 members 
Mstep: Class 4 contains 45845 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19118 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184969 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41339 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 25939 members 
Mstep: Class 16 contains 68846 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78705 members 
Mstep: Class 19 contains 192134 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38748 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197280 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229600.000000 Penalty: 96125.335938
Iteration 324Q: 29 clusters Score -1.332296e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20257 members 
Mstep: Class 3 contains 23862 members 
Mstep: Class 4 contains 45845 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19115 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184939 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41339 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 25942 members 
Mstep: Class 16 contains 68847 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78698 members 
Mstep: Class 19 contains 192134 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38753 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197300 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229440.000000 Penalty: 96125.335938
Iteration 325Q: 29 clusters Score -1.332294e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20264 members 
Mstep: Class 3 contains 23864 members 
Mstep: Class 4 contains 45844 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19114 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184913 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41343 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 15 contains 25946 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78692 members 
Mstep: Class 19 contains 192137 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38754 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197316 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229464.000000 Penalty: 96125.335938
Iteration 326Q: 29 clusters Score -1.332295e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20267 members 
Mstep: Class 3 contains 23863 members 
Mstep: Class 4 contains 45845 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19112 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184888 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41344 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 25954 members 
Mstep: Class 16 contains 68844 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78689 members 
Mstep: Class 19 contains 192137 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38757 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197334 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229424.000000 Penalty: 96125.335938
Iteration 327Q: 29 clusters Score -1.332294e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20277 members 
Mstep: Class 3 contains 23864 members 
Mstep: Class 4 contains 45849 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184854 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41349 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 25958 members 
Mstep: Class 16 contains 68844 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78684 members 
Mstep: Class 19 contains 192138 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38759 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197344 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229496.000000 Penalty: 96125.335938
Iteration 328Q: 29 clusters Score -1.332295e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20290 members 
Mstep: Class 3 contains 23865 members 
Mstep: Class 4 contains 45852 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184825 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41349 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 15 contains 25966 members 
Mstep: Class 16 contains 68846 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78682 members 
Mstep: Class 19 contains 192138 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38759 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197351 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229408.000000 Penalty: 96125.335938
Iteration 329Q: 29 clusters Score -1.332294e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20304 members 
Mstep: Class 3 contains 23868 members 
Mstep: Class 4 contains 45850 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19112 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184803 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41351 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 25972 members 
Mstep: Class 16 contains 68848 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78675 members 
Mstep: Class 19 contains 192138 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38757 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197353 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229584.000000 Penalty: 96125.335938
Iteration 330Q: 29 clusters Score -1.332296e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20319 members 
Mstep: Class 3 contains 23872 members 
Mstep: Class 4 contains 45842 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19113 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184792 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41352 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 25976 members 
Mstep: Class 16 contains 68851 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78666 members 
Mstep: Class 19 contains 192138 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38757 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12668 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197351 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229616.000000 Penalty: 96125.335938
Iteration 331Q: 29 clusters Score -1.332296e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20342 members 
Mstep: Class 3 contains 23874 members 
Mstep: Class 4 contains 45840 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19115 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184753 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41357 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 25979 members 
Mstep: Class 16 contains 68855 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78657 members 
Mstep: Class 19 contains 192141 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38757 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197360 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229520.000000 Penalty: 96125.335938
Iteration 332Q: 29 clusters Score -1.332295e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20355 members 
Mstep: Class 3 contains 23879 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19119 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 184717 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41362 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 25981 members 
Mstep: Class 16 contains 68864 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78656 members 
Mstep: Class 19 contains 192141 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38759 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197366 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229488.000000 Penalty: 96125.335938
Iteration 333Q: 29 clusters Score -1.332295e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20368 members 
Mstep: Class 3 contains 23879 members 
Mstep: Class 4 contains 45832 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19119 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184685 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41364 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 25981 members 
Mstep: Class 16 contains 68875 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 192147 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38757 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197379 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229488.000000 Penalty: 96125.335938
Iteration 334Q: 29 clusters Score -1.332295e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20396 members 
Mstep: Class 3 contains 23880 members 
Mstep: Class 4 contains 45829 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19120 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184639 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41362 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39323 members 
Mstep: Class 15 contains 25984 members 
Mstep: Class 16 contains 68886 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78645 members 
Mstep: Class 19 contains 192150 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38761 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12668 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197387 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229512.000000 Penalty: 96125.335938
Iteration 335Q: 29 clusters Score -1.332295e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20421 members 
Mstep: Class 3 contains 23884 members 
Mstep: Class 4 contains 45828 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19122 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184587 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41363 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 15 contains 25985 members 
Mstep: Class 16 contains 68887 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78640 members 
Mstep: Class 19 contains 192154 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38765 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12668 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197402 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229440.000000 Penalty: 96125.335938
Iteration 336Q: 29 clusters Score -1.332294e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20435 members 
Mstep: Class 3 contains 23889 members 
Mstep: Class 4 contains 45825 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19128 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184551 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 25988 members 
Mstep: Class 16 contains 68895 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78640 members 
Mstep: Class 19 contains 192156 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38766 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197408 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229472.000000 Penalty: 96125.335938
Iteration 337Q: 29 clusters Score -1.332295e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20447 members 
Mstep: Class 3 contains 23889 members 
Mstep: Class 4 contains 45826 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19127 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184513 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41360 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 25990 members 
Mstep: Class 16 contains 68903 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78631 members 
Mstep: Class 19 contains 192161 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38764 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197427 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229416.000000 Penalty: 96125.335938
Iteration 338Q: 29 clusters Score -1.332294e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20464 members 
Mstep: Class 3 contains 23889 members 
Mstep: Class 4 contains 45827 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19135 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184486 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41362 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 25995 members 
Mstep: Class 16 contains 68912 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78623 members 
Mstep: Class 19 contains 192167 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38761 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 197415 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229408.000000 Penalty: 96125.335938
Iteration 339Q: 29 clusters Score -1.332294e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20485 members 
Mstep: Class 3 contains 23888 members 
Mstep: Class 4 contains 45825 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19139 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184453 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41365 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 25997 members 
Mstep: Class 16 contains 68913 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78615 members 
Mstep: Class 19 contains 192171 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38763 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 197422 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229368.000000 Penalty: 96125.335938
Iteration 340F: 29 clusters Score -1.332294e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20504 members 
Mstep: Class 3 contains 23886 members 
Mstep: Class 4 contains 45825 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19143 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184427 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41371 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 25999 members 
Mstep: Class 16 contains 68921 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78612 members 
Mstep: Class 19 contains 192174 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38766 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197411 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229272.000000 Penalty: 96125.335938
Iteration 341Q: 29 clusters Score -1.332293e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20517 members 
Mstep: Class 3 contains 23886 members 
Mstep: Class 4 contains 45827 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19148 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184419 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41371 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 25999 members 
Mstep: Class 16 contains 68929 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78600 members 
Mstep: Class 19 contains 192175 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38769 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197399 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229392.000000 Penalty: 96125.335938
Iteration 342Q: 29 clusters Score -1.332294e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20537 members 
Mstep: Class 3 contains 23884 members 
Mstep: Class 4 contains 45830 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19152 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184400 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41370 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 26002 members 
Mstep: Class 16 contains 68936 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78596 members 
Mstep: Class 19 contains 192177 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38771 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197384 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229408.000000 Penalty: 96125.335938
Iteration 343Q: 29 clusters Score -1.332294e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20555 members 
Mstep: Class 3 contains 23883 members 
Mstep: Class 4 contains 45832 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184367 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41372 members 
Mstep: Class 12 contains 6528 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 26002 members 
Mstep: Class 16 contains 68948 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78593 members 
Mstep: Class 19 contains 192182 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38773 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197381 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229376.000000 Penalty: 96125.335938
Iteration 344Q: 29 clusters Score -1.332294e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20569 members 
Mstep: Class 3 contains 23880 members 
Mstep: Class 4 contains 45832 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19154 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184346 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41376 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 26003 members 
Mstep: Class 16 contains 68947 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78589 members 
Mstep: Class 19 contains 192185 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38780 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197378 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229424.000000 Penalty: 96125.335938
Iteration 345Q: 29 clusters Score -1.332294e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20593 members 
Mstep: Class 3 contains 23885 members 
Mstep: Class 4 contains 45832 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184307 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41376 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78577 members 
Mstep: Class 19 contains 192187 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38783 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197384 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229392.000000 Penalty: 96125.335938
Iteration 346Q: 29 clusters Score -1.332294e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20611 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 45834 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184295 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41377 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39335 members 
Mstep: Class 15 contains 26006 members 
Mstep: Class 16 contains 68948 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78575 members 
Mstep: Class 19 contains 192189 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38782 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197377 members 
Mstep: Class 28 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229504.000000 Penalty: 96125.335938
Iteration 347Q: 29 clusters Score -1.332295e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20629 members 
Mstep: Class 3 contains 23880 members 
Mstep: Class 4 contains 45834 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184283 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41376 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 68951 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78570 members 
Mstep: Class 19 contains 192190 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38785 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 197369 members 
Mstep: Class 28 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229392.000000 Penalty: 96125.335938
Iteration 348Q: 29 clusters Score -1.332294e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20645 members 
Mstep: Class 3 contains 23878 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184284 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41370 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 26012 members 
Mstep: Class 16 contains 68950 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78567 members 
Mstep: Class 19 contains 192190 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38786 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197358 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229432.000000 Penalty: 96125.335938
Iteration 349Q: 29 clusters Score -1.332294e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20658 members 
Mstep: Class 3 contains 23876 members 
Mstep: Class 4 contains 45840 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184280 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41364 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 26014 members 
Mstep: Class 16 contains 68954 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78559 members 
Mstep: Class 19 contains 192196 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38791 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 197343 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229472.000000 Penalty: 96125.335938
Iteration 350Q: 29 clusters Score -1.332295e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20668 members 
Mstep: Class 3 contains 23878 members 
Mstep: Class 4 contains 45846 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184277 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41362 members 
Mstep: Class 12 contains 6526 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 26014 members 
Mstep: Class 16 contains 68953 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78553 members 
Mstep: Class 19 contains 192200 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38797 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 197332 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229376.000000 Penalty: 96125.335938
Iteration 351Q: 29 clusters Score -1.332294e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 20676 members 
Mstep: Class 3 contains 23876 members 
Mstep: Class 4 contains 45847 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184287 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41356 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 26017 members 
Mstep: Class 16 contains 68957 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78549 members 
Mstep: Class 19 contains 192205 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38799 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 197312 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229400.000000 Penalty: 96125.335938
Iteration 352Q: 29 clusters Score -1.332294e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 20682 members 
Mstep: Class 3 contains 23878 members 
Mstep: Class 4 contains 45847 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184302 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41352 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 26019 members 
Mstep: Class 16 contains 68964 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78544 members 
Mstep: Class 19 contains 192208 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38802 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 197286 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229416.000000 Penalty: 96125.335938
Iteration 353Q: 29 clusters Score -1.332294e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 20691 members 
Mstep: Class 3 contains 23878 members 
Mstep: Class 4 contains 45846 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19154 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184314 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41354 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39338 members 
Mstep: Class 15 contains 26020 members 
Mstep: Class 16 contains 68962 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78537 members 
Mstep: Class 19 contains 192206 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38806 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 197269 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229408.000000 Penalty: 96125.335938
Iteration 354Q: 29 clusters Score -1.332294e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20697 members 
Mstep: Class 3 contains 23882 members 
Mstep: Class 4 contains 45845 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184334 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41359 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 26020 members 
Mstep: Class 16 contains 68959 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78533 members 
Mstep: Class 19 contains 192208 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38807 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 197236 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229384.000000 Penalty: 96125.335938
Iteration 355Q: 29 clusters Score -1.332294e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20709 members 
Mstep: Class 3 contains 23886 members 
Mstep: Class 4 contains 45846 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184350 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 41361 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39335 members 
Mstep: Class 15 contains 26022 members 
Mstep: Class 16 contains 68958 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78530 members 
Mstep: Class 19 contains 192208 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38811 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 197202 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229352.000000 Penalty: 96125.335938
Iteration 356Q: 29 clusters Score -1.332294e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20721 members 
Mstep: Class 3 contains 23890 members 
Mstep: Class 4 contains 45850 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184362 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39335 members 
Mstep: Class 15 contains 26024 members 
Mstep: Class 16 contains 68955 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78524 members 
Mstep: Class 19 contains 192208 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38821 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 197169 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229272.000000 Penalty: 96125.335938
Iteration 357Q: 29 clusters Score -1.332293e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20736 members 
Mstep: Class 3 contains 23891 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184373 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41363 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39336 members 
Mstep: Class 15 contains 26023 members 
Mstep: Class 16 contains 68955 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78516 members 
Mstep: Class 19 contains 192207 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38823 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 197140 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229312.000000 Penalty: 96125.335938
Iteration 358Q: 29 clusters Score -1.332293e+08 nChanged 170
Entering ConstructFrom: 
Score: -133229312.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Entering Unmasked Estep 
Score: -682306.500000 Penalty: 2129.598877
	Iteration 0F: 2 clusters Score -682306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -677563.750000 Penalty: 4259.197754
	Iteration 0F: 3 clusters Score -677563.8 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -678690.687500 Penalty: 4259.197754
	Iteration 1F: 3 clusters Score -678690.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -678903.937500 Penalty: 4259.197754
	Iteration 2F: 3 clusters Score -678903.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -679074.250000 Penalty: 4259.197754
	Iteration 3Q: 3 clusters Score -679074.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -679315.625000 Penalty: 4259.197754
	Iteration 4Q: 3 clusters Score -679315.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -679594.875000 Penalty: 4259.197754
	Iteration 5Q: 3 clusters Score -679594.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -679935.750000 Penalty: 4259.197754
	Iteration 6F: 3 clusters Score -679935.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -680232.937500 Penalty: 4259.197754
	Iteration 7F: 3 clusters Score -680232.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -680460.875000 Penalty: 4259.197754
	Iteration 8F: 3 clusters Score -680460.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -680634.250000 Penalty: 4259.197754
	Iteration 9Q: 3 clusters Score -680634.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -680773.875000 Penalty: 4259.197754
	Iteration 10Q: 3 clusters Score -680773.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -680873.687500 Penalty: 4259.197754
	Iteration 11Q: 3 clusters Score -680873.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -680939.937500 Penalty: 4259.197754
	Iteration 12Q: 3 clusters Score -680939.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -680980.000000 Penalty: 4259.197754
	Iteration 13Q: 3 clusters Score -680980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -681011.937500 Penalty: 4259.197754
	Iteration 14Q: 3 clusters Score -681011.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -681039.312500 Penalty: 4259.197754
	Iteration 15Q: 3 clusters Score -681039.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -681056.812500 Penalty: 4259.197754
	Iteration 16Q: 3 clusters Score -681056.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -681068.187500 Penalty: 4259.197754
	Iteration 17Q: 3 clusters Score -681068.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -681074.812500 Penalty: 4259.197754
	Iteration 18Q: 3 clusters Score -681074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -681081.562500 Penalty: 4259.197754
	Iteration 19Q: 3 clusters Score -681081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -681087.750000 Penalty: 4259.197754
	Iteration 20F: 3 clusters Score -681087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -681091.375000 Penalty: 4259.197754
	Iteration 21Q: 3 clusters Score -681091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -681094.500000 Penalty: 4259.197754
	Iteration 22Q: 3 clusters Score -681094.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -681096.375000 Penalty: 4259.197754
	Iteration 23Q: 3 clusters Score -681096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -681098.562500 Penalty: 4259.197754
	Iteration 24Q: 3 clusters Score -681098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -681098.562500 Penalty: 4259.197754
	Iteration 25F: 3 clusters Score -681098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Entering Unmasked Estep 
Score: -2789480.500000 Penalty: 2465.302246
	Iteration 0F: 2 clusters Score -2789480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2775089.250000 Penalty: 4930.604492
	Iteration 0F: 3 clusters Score -2775089 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2780219.750000 Penalty: 4930.604492
	Iteration 1F: 3 clusters Score -2780220 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2781652.250000 Penalty: 4930.604492
	Iteration 2F: 3 clusters Score -2781652 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2783472.000000 Penalty: 4930.604492
	Iteration 3F: 3 clusters Score -2783472 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2785124.750000 Penalty: 4930.604492
	Iteration 4F: 3 clusters Score -2785125 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2786385.250000 Penalty: 4930.604492
	Iteration 5F: 3 clusters Score -2786385 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2787310.000000 Penalty: 4930.604492
	Iteration 6F: 3 clusters Score -2787310 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2787941.250000 Penalty: 4930.604492
	Iteration 7F: 3 clusters Score -2787941 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2788417.000000 Penalty: 4930.604492
	Iteration 8Q: 3 clusters Score -2788417 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2788810.250000 Penalty: 4930.604492
	Iteration 9Q: 3 clusters Score -2788810 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2789171.500000 Penalty: 4930.604492
	Iteration 10Q: 3 clusters Score -2789172 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2789466.500000 Penalty: 4930.604492
	Iteration 11Q: 3 clusters Score -2789466 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2789710.000000 Penalty: 4930.604492
	Iteration 12Q: 3 clusters Score -2789710 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2789896.500000 Penalty: 4930.604492
	Iteration 13Q: 3 clusters Score -2789896 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2790051.750000 Penalty: 4930.604492
	Iteration 14Q: 3 clusters Score -2790052 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2790135.250000 Penalty: 4930.604492
	Iteration 15Q: 3 clusters Score -2790135 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2790186.250000 Penalty: 4930.604492
	Iteration 16Q: 3 clusters Score -2790186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2790230.750000 Penalty: 4930.604492
	Iteration 17Q: 3 clusters Score -2790231 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2790242.250000 Penalty: 4930.604492
	Iteration 18Q: 3 clusters Score -2790242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2790265.000000 Penalty: 4930.604492
	Iteration 19Q: 3 clusters Score -2790265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2790270.000000 Penalty: 4930.604492
	Iteration 20F: 3 clusters Score -2790270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2790271.000000 Penalty: 4930.604492
	Iteration 21Q: 3 clusters Score -2790271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2790272.250000 Penalty: 4930.604492
	Iteration 22Q: 3 clusters Score -2790272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2790278.000000 Penalty: 4930.604492
	Iteration 23Q: 3 clusters Score -2790278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2790282.250000 Penalty: 4930.604492
	Iteration 24Q: 3 clusters Score -2790282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2790284.250000 Penalty: 4930.604492
	Iteration 25Q: 3 clusters Score -2790284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2790283.250000 Penalty: 4930.604492
	Iteration 26Q: 3 clusters Score -2790283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2790288.250000 Penalty: 4930.604492
	Iteration 27Q: 3 clusters Score -2790288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2790291.250000 Penalty: 4930.604492
	Iteration 28Q: 3 clusters Score -2790291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2790289.250000 Penalty: 4930.604492
	Iteration 29Q: 3 clusters Score -2790289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2790292.750000 Penalty: 4930.604492
	Iteration 30Q: 3 clusters Score -2790293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2790291.500000 Penalty: 4930.604492
	Iteration 31Q: 3 clusters Score -2790292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2790290.000000 Penalty: 4930.604492
	Iteration 32Q: 3 clusters Score -2790290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2790290.000000 Penalty: 4930.604492
	Iteration 33Q: 3 clusters Score -2790290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2790287.000000 Penalty: 4930.604492
	Iteration 34Q: 3 clusters Score -2790287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2790288.750000 Penalty: 4930.604492
	Iteration 35Q: 3 clusters Score -2790289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2790288.250000 Penalty: 4930.604492
	Iteration 36Q: 3 clusters Score -2790288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2790288.250000 Penalty: 4930.604492
	Iteration 37F: 3 clusters Score -2790288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 19328 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184376 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39338 members 
Mstep: Class 15 contains 26023 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78516 members 
Mstep: Class 19 contains 192210 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38823 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197121 members 
Mstep: Class 28 contains 1759 members 
Mstep: Class 29 contains 1431 members 
Entering Unmasked Estep 
Score: -133229296.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133229312.000000 to -133229296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Entering Unmasked Estep 
Score: -3224096.500000 Penalty: 2500.172607
	Iteration 0F: 2 clusters Score -3224096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3207298.000000 Penalty: 5000.345215
	Iteration 0F: 3 clusters Score -3207298 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3213174.000000 Penalty: 5000.345215
	Iteration 1F: 3 clusters Score -3213174 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3213573.000000 Penalty: 5000.345215
	Iteration 2Q: 3 clusters Score -3213573 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3213884.250000 Penalty: 5000.345215
	Iteration 3Q: 3 clusters Score -3213884 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3214137.500000 Penalty: 5000.345215
	Iteration 4Q: 3 clusters Score -3214138 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3214358.250000 Penalty: 5000.345215
	Iteration 5Q: 3 clusters Score -3214358 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3214581.250000 Penalty: 5000.345215
	Iteration 6Q: 3 clusters Score -3214581 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3214862.750000 Penalty: 5000.345215
	Iteration 7Q: 3 clusters Score -3214863 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3215263.500000 Penalty: 5000.345215
	Iteration 8Q: 3 clusters Score -3215264 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3215843.750000 Penalty: 5000.345215
	Iteration 9Q: 3 clusters Score -3215844 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3216656.250000 Penalty: 5000.345215
	Iteration 10F: 3 clusters Score -3216656 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3217731.750000 Penalty: 5000.345215
	Iteration 11F: 3 clusters Score -3217732 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3218851.750000 Penalty: 5000.345215
	Iteration 12F: 3 clusters Score -3218852 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3219856.750000 Penalty: 5000.345215
	Iteration 13F: 3 clusters Score -3219857 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3220602.500000 Penalty: 5000.345215
	Iteration 14Q: 3 clusters Score -3220602 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3221120.250000 Penalty: 5000.345215
	Iteration 15Q: 3 clusters Score -3221120 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3221454.250000 Penalty: 5000.345215
	Iteration 16Q: 3 clusters Score -3221454 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3221649.250000 Penalty: 5000.345215
	Iteration 17Q: 3 clusters Score -3221649 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3221754.500000 Penalty: 5000.345215
	Iteration 18Q: 3 clusters Score -3221754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3221805.250000 Penalty: 5000.345215
	Iteration 19Q: 3 clusters Score -3221805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3221834.000000 Penalty: 5000.345215
	Iteration 20F: 3 clusters Score -3221834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3221860.750000 Penalty: 5000.345215
	Iteration 21Q: 3 clusters Score -3221861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3221872.000000 Penalty: 5000.345215
	Iteration 22Q: 3 clusters Score -3221872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3221887.750000 Penalty: 5000.345215
	Iteration 23Q: 3 clusters Score -3221888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3221900.250000 Penalty: 5000.345215
	Iteration 24Q: 3 clusters Score -3221900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3221916.000000 Penalty: 5000.345215
	Iteration 25Q: 3 clusters Score -3221916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3221924.000000 Penalty: 5000.345215
	Iteration 26Q: 3 clusters Score -3221924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3221934.500000 Penalty: 5000.345215
	Iteration 27Q: 3 clusters Score -3221934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3221935.500000 Penalty: 5000.345215
	Iteration 28Q: 3 clusters Score -3221936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3221942.250000 Penalty: 5000.345215
	Iteration 29Q: 3 clusters Score -3221942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3221948.000000 Penalty: 5000.345215
	Iteration 30Q: 3 clusters Score -3221948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3221948.250000 Penalty: 5000.345215
	Iteration 31Q: 3 clusters Score -3221948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3221948.250000 Penalty: 5000.345215
	Iteration 32F: 3 clusters Score -3221948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Entering Unmasked Estep 
Score: -5964890.500000 Penalty: 2661.821777
	Iteration 0F: 2 clusters Score -5964890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -5933897.500000 Penalty: 5323.643555
	Iteration 0F: 3 clusters Score -5933898 nChanged 21160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -5945449.000000 Penalty: 5323.643555
	Iteration 1F: 3 clusters Score -5945449 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -5945935.000000 Penalty: 5323.643555
	Iteration 2Q: 3 clusters Score -5945935 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -5946384.000000 Penalty: 5323.643555
	Iteration 3Q: 3 clusters Score -5946384 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5946979.000000 Penalty: 5323.643555
	Iteration 4Q: 3 clusters Score -5946979 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5947749.000000 Penalty: 5323.643555
	Iteration 5Q: 3 clusters Score -5947749 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5948980.500000 Penalty: 5323.643555
	Iteration 6F: 3 clusters Score -5948980 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -5951127.500000 Penalty: 5323.643555
	Iteration 7F: 3 clusters Score -5951128 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -5954250.000000 Penalty: 5323.643555
	Iteration 8F: 3 clusters Score -5954250 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -5957764.500000 Penalty: 5323.643555
	Iteration 9F: 3 clusters Score -5957764 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5960400.500000 Penalty: 5323.643555
	Iteration 10F: 3 clusters Score -5960400 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5961698.500000 Penalty: 5323.643555
	Iteration 11Q: 3 clusters Score -5961698 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5962196.000000 Penalty: 5323.643555
	Iteration 12Q: 3 clusters Score -5962196 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5962391.000000 Penalty: 5323.643555
	Iteration 13Q: 3 clusters Score -5962391 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5962461.000000 Penalty: 5323.643555
	Iteration 14Q: 3 clusters Score -5962461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5962511.000000 Penalty: 5323.643555
	Iteration 15Q: 3 clusters Score -5962511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5962533.500000 Penalty: 5323.643555
	Iteration 16Q: 3 clusters Score -5962534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5962550.000000 Penalty: 5323.643555
	Iteration 17Q: 3 clusters Score -5962550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5962553.500000 Penalty: 5323.643555
	Iteration 18Q: 3 clusters Score -5962554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5962551.500000 Penalty: 5323.643555
	Iteration 19Q: 3 clusters Score -5962552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5962554.500000 Penalty: 5323.643555
	Iteration 20F: 3 clusters Score -5962554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5962555.500000 Penalty: 5323.643555
	Iteration 21Q: 3 clusters Score -5962556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5962555.500000 Penalty: 5323.643555
	Iteration 22F: 3 clusters Score -5962556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -198990.859375 Penalty: 1840.155029
	Iteration 0F: 2 clusters Score -198990.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -196710.109375 Penalty: 3680.310059
	Iteration 0F: 3 clusters Score -196710.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -197316.984375 Penalty: 3680.310059
	Iteration 1F: 3 clusters Score -197317 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -197641.453125 Penalty: 3680.310059
	Iteration 2F: 3 clusters Score -197641.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -198029.390625 Penalty: 3680.310059
	Iteration 3F: 3 clusters Score -198029.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -198279.546875 Penalty: 3680.310059
	Iteration 4F: 3 clusters Score -198279.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -198440.156250 Penalty: 3680.310059
	Iteration 5F: 3 clusters Score -198440.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -198588.875000 Penalty: 3680.310059
	Iteration 6Q: 3 clusters Score -198588.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -198738.046875 Penalty: 3680.310059
	Iteration 7Q: 3 clusters Score -198738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -198834.000000 Penalty: 3680.310059
	Iteration 8Q: 3 clusters Score -198834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -198890.234375 Penalty: 3680.310059
	Iteration 9Q: 3 clusters Score -198890.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -198919.953125 Penalty: 3680.310059
	Iteration 10Q: 3 clusters Score -198920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -198928.671875 Penalty: 3680.310059
	Iteration 11Q: 3 clusters Score -198928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -198933.187500 Penalty: 3680.310059
	Iteration 12Q: 3 clusters Score -198933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -198941.296875 Penalty: 3680.310059
	Iteration 13Q: 3 clusters Score -198941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -198945.562500 Penalty: 3680.310059
	Iteration 14Q: 3 clusters Score -198945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -198947.265625 Penalty: 3680.310059
	Iteration 15Q: 3 clusters Score -198947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -198949.765625 Penalty: 3680.310059
	Iteration 16Q: 3 clusters Score -198949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -198951.625000 Penalty: 3680.310059
	Iteration 17Q: 3 clusters Score -198951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -198951.625000 Penalty: 3680.310059
	Iteration 18F: 3 clusters Score -198951.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -306620.718750 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -306620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -303522.718750 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -303522.7 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -304178.156250 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -304178.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -304350.468750 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -304350.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -304458.062500 Penalty: 3919.450439
	Iteration 3F: 3 clusters Score -304458.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -304537.781250 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -304537.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -304591.875000 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -304591.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -304625.562500 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -304625.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -304647.625000 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -304647.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -304664.500000 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -304664.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -304680.312500 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -304680.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -304691.843750 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -304691.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -304704.500000 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -304704.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -304715.281250 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -304715.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -304729.062500 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -304729.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -304742.093750 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -304742.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -304751.875000 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -304751.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -304759.843750 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -304759.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -304769.875000 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -304769.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -304777.843750 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -304777.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -304784.843750 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -304784.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -304791.000000 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -304791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -304795.625000 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -304795.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -304801.000000 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -304801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -304807.562500 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -304807.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -304815.000000 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -304815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -304818.406250 Penalty: 3919.450439
	Iteration 25Q: 3 clusters Score -304818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -304821.875000 Penalty: 3919.450439
	Iteration 26Q: 3 clusters Score -304821.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -304826.968750 Penalty: 3919.450439
	Iteration 27Q: 3 clusters Score -304827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -304830.593750 Penalty: 3919.450439
	Iteration 28Q: 3 clusters Score -304830.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -304835.937500 Penalty: 3919.450439
	Iteration 29Q: 3 clusters Score -304835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -304838.687500 Penalty: 3919.450439
	Iteration 30Q: 3 clusters Score -304838.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -304840.593750 Penalty: 3919.450439
	Iteration 31Q: 3 clusters Score -304840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -304842.968750 Penalty: 3919.450439
	Iteration 32Q: 3 clusters Score -304843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -304845.750000 Penalty: 3919.450439
	Iteration 33Q: 3 clusters Score -304845.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -304849.687500 Penalty: 3919.450439
	Iteration 34Q: 3 clusters Score -304849.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -304855.000000 Penalty: 3919.450439
	Iteration 35Q: 3 clusters Score -304855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -304861.531250 Penalty: 3919.450439
	Iteration 36Q: 3 clusters Score -304861.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -304866.375000 Penalty: 3919.450439
	Iteration 37Q: 3 clusters Score -304866.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -304872.968750 Penalty: 3919.450439
	Iteration 38Q: 3 clusters Score -304873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -304876.343750 Penalty: 3919.450439
	Iteration 39Q: 3 clusters Score -304876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -304877.812500 Penalty: 3919.450439
	Iteration 40F: 3 clusters Score -304877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -304878.375000 Penalty: 3919.450439
	Iteration 41Q: 3 clusters Score -304878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -304878.656250 Penalty: 3919.450439
	Iteration 42Q: 3 clusters Score -304878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -304878.656250 Penalty: 3919.450439
	Iteration 43F: 3 clusters Score -304878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Entering Unmasked Estep 
Score: -2580913.500000 Penalty: 2445.410889
	Iteration 0F: 2 clusters Score -2580914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2567298.000000 Penalty: 4890.821777
	Iteration 0F: 3 clusters Score -2567298 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2571873.250000 Penalty: 4890.821777
	Iteration 1F: 3 clusters Score -2571873 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2572351.000000 Penalty: 4890.821777
	Iteration 2F: 3 clusters Score -2572351 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2572791.750000 Penalty: 4890.821777
	Iteration 3Q: 3 clusters Score -2572792 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2573199.250000 Penalty: 4890.821777
	Iteration 4Q: 3 clusters Score -2573199 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2573518.500000 Penalty: 4890.821777
	Iteration 5Q: 3 clusters Score -2573518 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2573793.500000 Penalty: 4890.821777
	Iteration 6Q: 3 clusters Score -2573794 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2574051.750000 Penalty: 4890.821777
	Iteration 7Q: 3 clusters Score -2574052 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2574338.000000 Penalty: 4890.821777
	Iteration 8Q: 3 clusters Score -2574338 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2574663.500000 Penalty: 4890.821777
	Iteration 9Q: 3 clusters Score -2574664 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2575005.000000 Penalty: 4890.821777
	Iteration 10Q: 3 clusters Score -2575005 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2575371.750000 Penalty: 4890.821777
	Iteration 11Q: 3 clusters Score -2575372 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2575745.250000 Penalty: 4890.821777
	Iteration 12Q: 3 clusters Score -2575745 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2576089.250000 Penalty: 4890.821777
	Iteration 13Q: 3 clusters Score -2576089 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2576461.250000 Penalty: 4890.821777
	Iteration 14Q: 3 clusters Score -2576461 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2576703.250000 Penalty: 4890.821777
	Iteration 15Q: 3 clusters Score -2576703 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2576877.250000 Penalty: 4890.821777
	Iteration 16Q: 3 clusters Score -2576877 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2576995.500000 Penalty: 4890.821777
	Iteration 17Q: 3 clusters Score -2576996 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2577100.750000 Penalty: 4890.821777
	Iteration 18Q: 3 clusters Score -2577101 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2577188.000000 Penalty: 4890.821777
	Iteration 19Q: 3 clusters Score -2577188 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2577256.000000 Penalty: 4890.821777
	Iteration 20F: 3 clusters Score -2577256 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2577321.500000 Penalty: 4890.821777
	Iteration 21Q: 3 clusters Score -2577322 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2577365.750000 Penalty: 4890.821777
	Iteration 22Q: 3 clusters Score -2577366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2577417.500000 Penalty: 4890.821777
	Iteration 23Q: 3 clusters Score -2577418 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2577467.000000 Penalty: 4890.821777
	Iteration 24Q: 3 clusters Score -2577467 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2577507.250000 Penalty: 4890.821777
	Iteration 25Q: 3 clusters Score -2577507 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2577564.250000 Penalty: 4890.821777
	Iteration 26Q: 3 clusters Score -2577564 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2577597.250000 Penalty: 4890.821777
	Iteration 27Q: 3 clusters Score -2577597 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2577642.750000 Penalty: 4890.821777
	Iteration 28Q: 3 clusters Score -2577643 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2577698.750000 Penalty: 4890.821777
	Iteration 29Q: 3 clusters Score -2577699 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2577751.000000 Penalty: 4890.821777
	Iteration 30Q: 3 clusters Score -2577751 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2577806.250000 Penalty: 4890.821777
	Iteration 31Q: 3 clusters Score -2577806 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2577873.500000 Penalty: 4890.821777
	Iteration 32Q: 3 clusters Score -2577874 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2577935.250000 Penalty: 4890.821777
	Iteration 33Q: 3 clusters Score -2577935 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2577985.000000 Penalty: 4890.821777
	Iteration 34Q: 3 clusters Score -2577985 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2578047.000000 Penalty: 4890.821777
	Iteration 35Q: 3 clusters Score -2578047 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2578101.250000 Penalty: 4890.821777
	Iteration 36Q: 3 clusters Score -2578101 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2578176.250000 Penalty: 4890.821777
	Iteration 37Q: 3 clusters Score -2578176 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2578262.000000 Penalty: 4890.821777
	Iteration 38Q: 3 clusters Score -2578262 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2578344.500000 Penalty: 4890.821777
	Iteration 39Q: 3 clusters Score -2578344 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2578441.000000 Penalty: 4890.821777
	Iteration 40F: 3 clusters Score -2578441 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2578557.000000 Penalty: 4890.821777
	Iteration 41Q: 3 clusters Score -2578557 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2578662.500000 Penalty: 4890.821777
	Iteration 42Q: 3 clusters Score -2578662 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2578799.750000 Penalty: 4890.821777
	Iteration 43Q: 3 clusters Score -2578800 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2578981.250000 Penalty: 4890.821777
	Iteration 44Q: 3 clusters Score -2578981 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2579128.500000 Penalty: 4890.821777
	Iteration 45Q: 3 clusters Score -2579128 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2579275.250000 Penalty: 4890.821777
	Iteration 46Q: 3 clusters Score -2579275 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2579391.000000 Penalty: 4890.821777
	Iteration 47Q: 3 clusters Score -2579391 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2579483.500000 Penalty: 4890.821777
	Iteration 48Q: 3 clusters Score -2579484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2579604.500000 Penalty: 4890.821777
	Iteration 49Q: 3 clusters Score -2579604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2579698.750000 Penalty: 4890.821777
	Iteration 50Q: 3 clusters Score -2579699 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2579765.250000 Penalty: 4890.821777
	Iteration 51Q: 3 clusters Score -2579765 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2579836.250000 Penalty: 4890.821777
	Iteration 52Q: 3 clusters Score -2579836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2579906.250000 Penalty: 4890.821777
	Iteration 53Q: 3 clusters Score -2579906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2579948.250000 Penalty: 4890.821777
	Iteration 54Q: 3 clusters Score -2579948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2579984.750000 Penalty: 4890.821777
	Iteration 55Q: 3 clusters Score -2579985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2580009.250000 Penalty: 4890.821777
	Iteration 56Q: 3 clusters Score -2580009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2580023.000000 Penalty: 4890.821777
	Iteration 57Q: 3 clusters Score -2580023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2580034.500000 Penalty: 4890.821777
	Iteration 58Q: 3 clusters Score -2580034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2580047.750000 Penalty: 4890.821777
	Iteration 59Q: 3 clusters Score -2580048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2580071.250000 Penalty: 4890.821777
	Iteration 60F: 3 clusters Score -2580071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2580087.750000 Penalty: 4890.821777
	Iteration 61Q: 3 clusters Score -2580088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2580106.000000 Penalty: 4890.821777
	Iteration 62Q: 3 clusters Score -2580106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2580118.250000 Penalty: 4890.821777
	Iteration 63Q: 3 clusters Score -2580118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2580122.250000 Penalty: 4890.821777
	Iteration 64Q: 3 clusters Score -2580122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2580122.250000 Penalty: 4890.821777
	Iteration 65Q: 3 clusters Score -2580122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2580125.750000 Penalty: 4890.821777
	Iteration 66Q: 3 clusters Score -2580126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2580125.750000 Penalty: 4890.821777
	Iteration 67F: 3 clusters Score -2580126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -20372.097656 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -20372.1 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 112 members 
Entering Unmasked Estep 
Score: -19388.925781 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -19388.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19451.089844 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -19451.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19465.972656 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -19465.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19471.748047 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -19471.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19474.843750 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -19474.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19474.843750 Penalty: 2699.439209
	Iteration 5F: 3 clusters Score -19474.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (184376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184376 members 
Entering Unmasked Estep 
Score: -24487534.000000 Penalty: 3006.933594
	Iteration 0F: 2 clusters Score -2.448753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92240 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -24365984.000000 Penalty: 6013.867188
	Iteration 0F: 3 clusters Score -2.436598e+07 nChanged 88746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -24417818.000000 Penalty: 6013.867188
	Iteration 1F: 3 clusters Score -2.441782e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 90548 members 
Entering Unmasked Estep 
Score: -24418784.000000 Penalty: 6013.867188
	Iteration 2Q: 3 clusters Score -2.441878e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -24420098.000000 Penalty: 6013.867188
	Iteration 3Q: 3 clusters Score -2.44201e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 88375 members 
Entering Unmasked Estep 
Score: -24421702.000000 Penalty: 6013.867188
	Iteration 4Q: 3 clusters Score -2.44217e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -24424478.000000 Penalty: 6013.867188
	Iteration 5Q: 3 clusters Score -2.442448e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -24428820.000000 Penalty: 6013.867188
	Iteration 6Q: 3 clusters Score -2.442882e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -24435984.000000 Penalty: 6013.867188
	Iteration 7F: 3 clusters Score -2.443598e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -24446192.000000 Penalty: 6013.867188
	Iteration 8F: 3 clusters Score -2.444619e+07 nChanged 13168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -24457082.000000 Penalty: 6013.867188
	Iteration 9F: 3 clusters Score -2.445708e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120443 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -24464318.000000 Penalty: 6013.867188
	Iteration 10F: 3 clusters Score -2.446432e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123654 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -24467460.000000 Penalty: 6013.867188
	Iteration 11Q: 3 clusters Score -2.446746e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -24469364.000000 Penalty: 6013.867188
	Iteration 12Q: 3 clusters Score -2.446936e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130138 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -24471106.000000 Penalty: 6013.867188
	Iteration 13Q: 3 clusters Score -2.447111e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133597 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -24472792.000000 Penalty: 6013.867188
	Iteration 14Q: 3 clusters Score -2.447279e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137086 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -24474530.000000 Penalty: 6013.867188
	Iteration 15Q: 3 clusters Score -2.447453e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140488 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -24475972.000000 Penalty: 6013.867188
	Iteration 16Q: 3 clusters Score -2.447597e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143731 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -24477258.000000 Penalty: 6013.867188
	Iteration 17Q: 3 clusters Score -2.447726e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146837 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -24478316.000000 Penalty: 6013.867188
	Iteration 18Q: 3 clusters Score -2.447832e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -24479230.000000 Penalty: 6013.867188
	Iteration 19Q: 3 clusters Score -2.447923e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152562 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -24480130.000000 Penalty: 6013.867188
	Iteration 20F: 3 clusters Score -2.448013e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155218 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -24480806.000000 Penalty: 6013.867188
	Iteration 21Q: 3 clusters Score -2.448081e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157570 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -24481430.000000 Penalty: 6013.867188
	Iteration 22Q: 3 clusters Score -2.448143e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -24482008.000000 Penalty: 6013.867188
	Iteration 23Q: 3 clusters Score -2.448201e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -24482490.000000 Penalty: 6013.867188
	Iteration 24Q: 3 clusters Score -2.448249e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163851 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -24482990.000000 Penalty: 6013.867188
	Iteration 25Q: 3 clusters Score -2.448299e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165622 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -24483456.000000 Penalty: 6013.867188
	Iteration 26Q: 3 clusters Score -2.448346e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -24483706.000000 Penalty: 6013.867188
	Iteration 27Q: 3 clusters Score -2.448371e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168749 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -24483984.000000 Penalty: 6013.867188
	Iteration 28Q: 3 clusters Score -2.448398e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -24484200.000000 Penalty: 6013.867188
	Iteration 29Q: 3 clusters Score -2.44842e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171302 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -24484312.000000 Penalty: 6013.867188
	Iteration 30Q: 3 clusters Score -2.448431e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172371 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -24484500.000000 Penalty: 6013.867188
	Iteration 31Q: 3 clusters Score -2.44845e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173373 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -24484678.000000 Penalty: 6013.867188
	Iteration 32Q: 3 clusters Score -2.448468e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174295 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -24484784.000000 Penalty: 6013.867188
	Iteration 33Q: 3 clusters Score -2.448478e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175155 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -24485040.000000 Penalty: 6013.867188
	Iteration 34Q: 3 clusters Score -2.448504e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -24485162.000000 Penalty: 6013.867188
	Iteration 35Q: 3 clusters Score -2.448516e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176576 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -24485218.000000 Penalty: 6013.867188
	Iteration 36Q: 3 clusters Score -2.448522e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177206 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -24485306.000000 Penalty: 6013.867188
	Iteration 37Q: 3 clusters Score -2.448531e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177747 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -24485358.000000 Penalty: 6013.867188
	Iteration 38Q: 3 clusters Score -2.448536e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178212 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -24485386.000000 Penalty: 6013.867188
	Iteration 39Q: 3 clusters Score -2.448539e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178648 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -24485342.000000 Penalty: 6013.867188
	Iteration 40F: 3 clusters Score -2.448534e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179005 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -24485422.000000 Penalty: 6013.867188
	Iteration 41Q: 3 clusters Score -2.448542e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179366 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -24485516.000000 Penalty: 6013.867188
	Iteration 42Q: 3 clusters Score -2.448552e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179691 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -24485512.000000 Penalty: 6013.867188
	Iteration 43Q: 3 clusters Score -2.448551e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179986 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -24485528.000000 Penalty: 6013.867188
	Iteration 44Q: 3 clusters Score -2.448553e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -24485580.000000 Penalty: 6013.867188
	Iteration 45Q: 3 clusters Score -2.448558e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180483 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -24485586.000000 Penalty: 6013.867188
	Iteration 46Q: 3 clusters Score -2.448559e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180697 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -24485594.000000 Penalty: 6013.867188
	Iteration 47Q: 3 clusters Score -2.448559e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180866 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -24485584.000000 Penalty: 6013.867188
	Iteration 48Q: 3 clusters Score -2.448558e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181017 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -24485602.000000 Penalty: 6013.867188
	Iteration 49Q: 3 clusters Score -2.44856e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181151 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -24485586.000000 Penalty: 6013.867188
	Iteration 50Q: 3 clusters Score -2.448559e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181281 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -24485626.000000 Penalty: 6013.867188
	Iteration 51Q: 3 clusters Score -2.448563e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181366 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -24485604.000000 Penalty: 6013.867188
	Iteration 52Q: 3 clusters Score -2.44856e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181446 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -24485610.000000 Penalty: 6013.867188
	Iteration 53Q: 3 clusters Score -2.448561e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181513 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -24485576.000000 Penalty: 6013.867188
	Iteration 54Q: 3 clusters Score -2.448558e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181581 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -24485590.000000 Penalty: 6013.867188
	Iteration 55Q: 3 clusters Score -2.448559e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181649 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -24485626.000000 Penalty: 6013.867188
	Iteration 56Q: 3 clusters Score -2.448563e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181704 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -24485642.000000 Penalty: 6013.867188
	Iteration 57Q: 3 clusters Score -2.448564e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -24485652.000000 Penalty: 6013.867188
	Iteration 58Q: 3 clusters Score -2.448565e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181802 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -24485684.000000 Penalty: 6013.867188
	Iteration 59Q: 3 clusters Score -2.448568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181836 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -24485656.000000 Penalty: 6013.867188
	Iteration 60F: 3 clusters Score -2.448566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181868 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -24485682.000000 Penalty: 6013.867188
	Iteration 61Q: 3 clusters Score -2.448568e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181907 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -24485628.000000 Penalty: 6013.867188
	Iteration 62Q: 3 clusters Score -2.448563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -24485654.000000 Penalty: 6013.867188
	Iteration 63Q: 3 clusters Score -2.448565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181959 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -24485648.000000 Penalty: 6013.867188
	Iteration 64Q: 3 clusters Score -2.448565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181976 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -24485656.000000 Penalty: 6013.867188
	Iteration 65Q: 3 clusters Score -2.448566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181991 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -24485678.000000 Penalty: 6013.867188
	Iteration 66Q: 3 clusters Score -2.448568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182003 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -24485686.000000 Penalty: 6013.867188
	Iteration 67Q: 3 clusters Score -2.448569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182016 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -24485662.000000 Penalty: 6013.867188
	Iteration 68Q: 3 clusters Score -2.448566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182021 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -24485646.000000 Penalty: 6013.867188
	Iteration 69Q: 3 clusters Score -2.448565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182029 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -24485666.000000 Penalty: 6013.867188
	Iteration 70Q: 3 clusters Score -2.448567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182042 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -24485652.000000 Penalty: 6013.867188
	Iteration 71Q: 3 clusters Score -2.448565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182054 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -24485646.000000 Penalty: 6013.867188
	Iteration 72Q: 3 clusters Score -2.448565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -24485650.000000 Penalty: 6013.867188
	Iteration 73Q: 3 clusters Score -2.448565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182076 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -24485636.000000 Penalty: 6013.867188
	Iteration 74Q: 3 clusters Score -2.448564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182083 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -24485642.000000 Penalty: 6013.867188
	Iteration 75Q: 3 clusters Score -2.448564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182089 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -24485628.000000 Penalty: 6013.867188
	Iteration 76Q: 3 clusters Score -2.448563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182092 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24485632.000000 Penalty: 6013.867188
	Iteration 77Q: 3 clusters Score -2.448563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182097 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -24485656.000000 Penalty: 6013.867188
	Iteration 78Q: 3 clusters Score -2.448566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182100 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -24485676.000000 Penalty: 6013.867188
	Iteration 79Q: 3 clusters Score -2.448568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182105 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -24485664.000000 Penalty: 6013.867188
	Iteration 80F: 3 clusters Score -2.448566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182114 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24485638.000000 Penalty: 6013.867188
	Iteration 81Q: 3 clusters Score -2.448564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182125 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -24485630.000000 Penalty: 6013.867188
	Iteration 82Q: 3 clusters Score -2.448563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182131 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -24485638.000000 Penalty: 6013.867188
	Iteration 83Q: 3 clusters Score -2.448564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182137 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -24485666.000000 Penalty: 6013.867188
	Iteration 84Q: 3 clusters Score -2.448567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182140 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -24485660.000000 Penalty: 6013.867188
	Iteration 85Q: 3 clusters Score -2.448566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182143 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -24485660.000000 Penalty: 6013.867188
	Iteration 86Q: 3 clusters Score -2.448566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182144 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -24485660.000000 Penalty: 6013.867188
	Iteration 87Q: 3 clusters Score -2.448566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182145 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24485656.000000 Penalty: 6013.867188
	Iteration 88Q: 3 clusters Score -2.448566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182147 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -24485664.000000 Penalty: 6013.867188
	Iteration 89Q: 3 clusters Score -2.448566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -24485656.000000 Penalty: 6013.867188
	Iteration 90Q: 3 clusters Score -2.448566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -24485656.000000 Penalty: 6013.867188
	Iteration 91F: 3 clusters Score -2.448566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Entering Unmasked Estep 
Score: -1471017.125000 Penalty: 2316.746582
	Iteration 0F: 2 clusters Score -1471017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1462489.375000 Penalty: 4633.493164
	Iteration 0F: 3 clusters Score -1462489 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1465069.625000 Penalty: 4633.493164
	Iteration 1F: 3 clusters Score -1465070 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1465368.500000 Penalty: 4633.493164
	Iteration 2F: 3 clusters Score -1465368 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1465613.250000 Penalty: 4633.493164
	Iteration 3Q: 3 clusters Score -1465613 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1465845.000000 Penalty: 4633.493164
	Iteration 4Q: 3 clusters Score -1465845 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1466076.875000 Penalty: 4633.493164
	Iteration 5Q: 3 clusters Score -1466077 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1466321.875000 Penalty: 4633.493164
	Iteration 6Q: 3 clusters Score -1466322 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1466569.500000 Penalty: 4633.493164
	Iteration 7Q: 3 clusters Score -1466570 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1466956.125000 Penalty: 4633.493164
	Iteration 8Q: 3 clusters Score -1466956 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1467479.500000 Penalty: 4633.493164
	Iteration 9F: 3 clusters Score -1467480 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1468123.500000 Penalty: 4633.493164
	Iteration 10F: 3 clusters Score -1468124 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1468693.125000 Penalty: 4633.493164
	Iteration 11F: 3 clusters Score -1468693 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1469050.625000 Penalty: 4633.493164
	Iteration 12Q: 3 clusters Score -1469051 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1469225.125000 Penalty: 4633.493164
	Iteration 13Q: 3 clusters Score -1469225 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1469307.125000 Penalty: 4633.493164
	Iteration 14Q: 3 clusters Score -1469307 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1469370.000000 Penalty: 4633.493164
	Iteration 15Q: 3 clusters Score -1469370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1469403.625000 Penalty: 4633.493164
	Iteration 16Q: 3 clusters Score -1469404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1469426.250000 Penalty: 4633.493164
	Iteration 17Q: 3 clusters Score -1469426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1469439.875000 Penalty: 4633.493164
	Iteration 18Q: 3 clusters Score -1469440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1469457.500000 Penalty: 4633.493164
	Iteration 19Q: 3 clusters Score -1469458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1469464.500000 Penalty: 4633.493164
	Iteration 20F: 3 clusters Score -1469464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1469475.125000 Penalty: 4633.493164
	Iteration 21Q: 3 clusters Score -1469475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1469482.250000 Penalty: 4633.493164
	Iteration 22Q: 3 clusters Score -1469482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1469486.625000 Penalty: 4633.493164
	Iteration 23Q: 3 clusters Score -1469487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1469490.125000 Penalty: 4633.493164
	Iteration 24Q: 3 clusters Score -1469490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1469490.125000 Penalty: 4633.493164
	Iteration 25Q: 3 clusters Score -1469490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1469499.250000 Penalty: 4633.493164
	Iteration 26Q: 3 clusters Score -1469499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1469503.000000 Penalty: 4633.493164
	Iteration 27Q: 3 clusters Score -1469503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1469506.250000 Penalty: 4633.493164
	Iteration 28Q: 3 clusters Score -1469506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1469512.125000 Penalty: 4633.493164
	Iteration 29Q: 3 clusters Score -1469512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1469516.125000 Penalty: 4633.493164
	Iteration 30Q: 3 clusters Score -1469516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1469522.250000 Penalty: 4633.493164
	Iteration 31Q: 3 clusters Score -1469522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1469525.125000 Penalty: 4633.493164
	Iteration 32Q: 3 clusters Score -1469525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1469529.000000 Penalty: 4633.493164
	Iteration 33Q: 3 clusters Score -1469529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1469529.750000 Penalty: 4633.493164
	Iteration 34Q: 3 clusters Score -1469530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1469534.250000 Penalty: 4633.493164
	Iteration 35Q: 3 clusters Score -1469534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1469535.500000 Penalty: 4633.493164
	Iteration 36Q: 3 clusters Score -1469536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1469535.250000 Penalty: 4633.493164
	Iteration 37Q: 3 clusters Score -1469535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1469538.500000 Penalty: 4633.493164
	Iteration 38Q: 3 clusters Score -1469538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1469542.125000 Penalty: 4633.493164
	Iteration 39Q: 3 clusters Score -1469542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1469540.125000 Penalty: 4633.493164
	Iteration 40F: 3 clusters Score -1469540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1469542.375000 Penalty: 4633.493164
	Iteration 41Q: 3 clusters Score -1469542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1469541.500000 Penalty: 4633.493164
	Iteration 42Q: 3 clusters Score -1469542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1469543.750000 Penalty: 4633.493164
	Iteration 43Q: 3 clusters Score -1469544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1469545.375000 Penalty: 4633.493164
	Iteration 44Q: 3 clusters Score -1469545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1469546.625000 Penalty: 4633.493164
	Iteration 45Q: 3 clusters Score -1469547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1469545.125000 Penalty: 4633.493164
	Iteration 46Q: 3 clusters Score -1469545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1469546.000000 Penalty: 4633.493164
	Iteration 47Q: 3 clusters Score -1469546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1469543.750000 Penalty: 4633.493164
	Iteration 48Q: 3 clusters Score -1469544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1469548.750000 Penalty: 4633.493164
	Iteration 49Q: 3 clusters Score -1469549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1469551.125000 Penalty: 4633.493164
	Iteration 50Q: 3 clusters Score -1469551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1469553.375000 Penalty: 4633.493164
	Iteration 51Q: 3 clusters Score -1469553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1469551.375000 Penalty: 4633.493164
	Iteration 52Q: 3 clusters Score -1469551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1469551.750000 Penalty: 4633.493164
	Iteration 53Q: 3 clusters Score -1469552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1469550.500000 Penalty: 4633.493164
	Iteration 54Q: 3 clusters Score -1469550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1469550.500000 Penalty: 4633.493164
	Iteration 55F: 3 clusters Score -1469550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Entering Unmasked Estep 
Score: -5545837.500000 Penalty: 2636.245117
	Iteration 0F: 2 clusters Score -5545838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -5517890.000000 Penalty: 5272.490234
	Iteration 0F: 3 clusters Score -5517890 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5528054.000000 Penalty: 5272.490234
	Iteration 1F: 3 clusters Score -5528054 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -5528506.500000 Penalty: 5272.490234
	Iteration 2Q: 3 clusters Score -5528506 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -5528880.000000 Penalty: 5272.490234
	Iteration 3Q: 3 clusters Score -5528880 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5529304.500000 Penalty: 5272.490234
	Iteration 4Q: 3 clusters Score -5529304 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5529723.000000 Penalty: 5272.490234
	Iteration 5Q: 3 clusters Score -5529723 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -5530150.000000 Penalty: 5272.490234
	Iteration 6Q: 3 clusters Score -5530150 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -5530760.000000 Penalty: 5272.490234
	Iteration 7Q: 3 clusters Score -5530760 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -5531585.500000 Penalty: 5272.490234
	Iteration 8Q: 3 clusters Score -5531586 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5532762.500000 Penalty: 5272.490234
	Iteration 9F: 3 clusters Score -5532762 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -5534468.500000 Penalty: 5272.490234
	Iteration 10F: 3 clusters Score -5534468 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -5536435.000000 Penalty: 5272.490234
	Iteration 11F: 3 clusters Score -5536435 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5538213.500000 Penalty: 5272.490234
	Iteration 12F: 3 clusters Score -5538214 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -5539343.500000 Penalty: 5272.490234
	Iteration 13Q: 3 clusters Score -5539344 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -5539913.000000 Penalty: 5272.490234
	Iteration 14Q: 3 clusters Score -5539913 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5540338.000000 Penalty: 5272.490234
	Iteration 15Q: 3 clusters Score -5540338 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -5540633.000000 Penalty: 5272.490234
	Iteration 16Q: 3 clusters Score -5540633 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -5540866.500000 Penalty: 5272.490234
	Iteration 17Q: 3 clusters Score -5540866 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -5541084.000000 Penalty: 5272.490234
	Iteration 18Q: 3 clusters Score -5541084 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -5541257.500000 Penalty: 5272.490234
	Iteration 19Q: 3 clusters Score -5541258 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -5541372.500000 Penalty: 5272.490234
	Iteration 20F: 3 clusters Score -5541372 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -5541495.500000 Penalty: 5272.490234
	Iteration 21Q: 3 clusters Score -5541496 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5541587.000000 Penalty: 5272.490234
	Iteration 22Q: 3 clusters Score -5541587 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -5541689.000000 Penalty: 5272.490234
	Iteration 23Q: 3 clusters Score -5541689 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5541767.500000 Penalty: 5272.490234
	Iteration 24Q: 3 clusters Score -5541768 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -5541813.500000 Penalty: 5272.490234
	Iteration 25Q: 3 clusters Score -5541814 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5541886.500000 Penalty: 5272.490234
	Iteration 26Q: 3 clusters Score -5541886 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -5541969.500000 Penalty: 5272.490234
	Iteration 27Q: 3 clusters Score -5541970 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -5542070.000000 Penalty: 5272.490234
	Iteration 28Q: 3 clusters Score -5542070 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5542133.000000 Penalty: 5272.490234
	Iteration 29Q: 3 clusters Score -5542133 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -5542175.500000 Penalty: 5272.490234
	Iteration 30Q: 3 clusters Score -5542176 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -5542249.000000 Penalty: 5272.490234
	Iteration 31Q: 3 clusters Score -5542249 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -5542299.500000 Penalty: 5272.490234
	Iteration 32Q: 3 clusters Score -5542300 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5542328.500000 Penalty: 5272.490234
	Iteration 33Q: 3 clusters Score -5542328 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -5542378.500000 Penalty: 5272.490234
	Iteration 34Q: 3 clusters Score -5542378 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5542434.500000 Penalty: 5272.490234
	Iteration 35Q: 3 clusters Score -5542434 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -5542471.000000 Penalty: 5272.490234
	Iteration 36Q: 3 clusters Score -5542471 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5542517.000000 Penalty: 5272.490234
	Iteration 37Q: 3 clusters Score -5542517 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5542540.000000 Penalty: 5272.490234
	Iteration 38Q: 3 clusters Score -5542540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5542551.000000 Penalty: 5272.490234
	Iteration 39Q: 3 clusters Score -5542551 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -5542581.000000 Penalty: 5272.490234
	Iteration 40F: 3 clusters Score -5542581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5542609.000000 Penalty: 5272.490234
	Iteration 41Q: 3 clusters Score -5542609 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5542627.500000 Penalty: 5272.490234
	Iteration 42Q: 3 clusters Score -5542628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5542649.000000 Penalty: 5272.490234
	Iteration 43Q: 3 clusters Score -5542649 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -5542668.000000 Penalty: 5272.490234
	Iteration 44Q: 3 clusters Score -5542668 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5542718.000000 Penalty: 5272.490234
	Iteration 45Q: 3 clusters Score -5542718 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -5542746.500000 Penalty: 5272.490234
	Iteration 46Q: 3 clusters Score -5542746 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5542775.500000 Penalty: 5272.490234
	Iteration 47Q: 3 clusters Score -5542776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5542819.500000 Penalty: 5272.490234
	Iteration 48Q: 3 clusters Score -5542820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5542840.500000 Penalty: 5272.490234
	Iteration 49Q: 3 clusters Score -5542840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5542893.000000 Penalty: 5272.490234
	Iteration 50Q: 3 clusters Score -5542893 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5542942.000000 Penalty: 5272.490234
	Iteration 51Q: 3 clusters Score -5542942 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5542972.000000 Penalty: 5272.490234
	Iteration 52Q: 3 clusters Score -5542972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5543009.000000 Penalty: 5272.490234
	Iteration 53Q: 3 clusters Score -5543009 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5543044.000000 Penalty: 5272.490234
	Iteration 54Q: 3 clusters Score -5543044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5543068.000000 Penalty: 5272.490234
	Iteration 55Q: 3 clusters Score -5543068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5543111.500000 Penalty: 5272.490234
	Iteration 56Q: 3 clusters Score -5543112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5543131.000000 Penalty: 5272.490234
	Iteration 57Q: 3 clusters Score -5543131 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5543143.000000 Penalty: 5272.490234
	Iteration 58Q: 3 clusters Score -5543143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5543173.500000 Penalty: 5272.490234
	Iteration 59Q: 3 clusters Score -5543174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5543185.500000 Penalty: 5272.490234
	Iteration 60F: 3 clusters Score -5543186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5543222.000000 Penalty: 5272.490234
	Iteration 61Q: 3 clusters Score -5543222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5543240.000000 Penalty: 5272.490234
	Iteration 62Q: 3 clusters Score -5543240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5543252.500000 Penalty: 5272.490234
	Iteration 63Q: 3 clusters Score -5543252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5543258.000000 Penalty: 5272.490234
	Iteration 64Q: 3 clusters Score -5543258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5543276.000000 Penalty: 5272.490234
	Iteration 65Q: 3 clusters Score -5543276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5543280.000000 Penalty: 5272.490234
	Iteration 66Q: 3 clusters Score -5543280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5543287.500000 Penalty: 5272.490234
	Iteration 67Q: 3 clusters Score -5543288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5543306.500000 Penalty: 5272.490234
	Iteration 68Q: 3 clusters Score -5543306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5543298.500000 Penalty: 5272.490234
	Iteration 69Q: 3 clusters Score -5543298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5543302.000000 Penalty: 5272.490234
	Iteration 70Q: 3 clusters Score -5543302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5543315.500000 Penalty: 5272.490234
	Iteration 71Q: 3 clusters Score -5543316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5543329.000000 Penalty: 5272.490234
	Iteration 72Q: 3 clusters Score -5543329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5543321.000000 Penalty: 5272.490234
	Iteration 73Q: 3 clusters Score -5543321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5543331.500000 Penalty: 5272.490234
	Iteration 74Q: 3 clusters Score -5543332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5543340.500000 Penalty: 5272.490234
	Iteration 75Q: 3 clusters Score -5543340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5543342.500000 Penalty: 5272.490234
	Iteration 76Q: 3 clusters Score -5543342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5543340.000000 Penalty: 5272.490234
	Iteration 77Q: 3 clusters Score -5543340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5543355.500000 Penalty: 5272.490234
	Iteration 78Q: 3 clusters Score -5543356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5543350.500000 Penalty: 5272.490234
	Iteration 79Q: 3 clusters Score -5543350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5543346.000000 Penalty: 5272.490234
	Iteration 80F: 3 clusters Score -5543346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5543366.500000 Penalty: 5272.490234
	Iteration 81Q: 3 clusters Score -5543366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5543371.500000 Penalty: 5272.490234
	Iteration 82Q: 3 clusters Score -5543372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5543378.500000 Penalty: 5272.490234
	Iteration 83Q: 3 clusters Score -5543378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5543374.000000 Penalty: 5272.490234
	Iteration 84Q: 3 clusters Score -5543374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5543380.500000 Penalty: 5272.490234
	Iteration 85Q: 3 clusters Score -5543380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5543389.500000 Penalty: 5272.490234
	Iteration 86Q: 3 clusters Score -5543390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5543393.500000 Penalty: 5272.490234
	Iteration 87Q: 3 clusters Score -5543394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5543391.000000 Penalty: 5272.490234
	Iteration 88Q: 3 clusters Score -5543391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5543387.000000 Penalty: 5272.490234
	Iteration 89Q: 3 clusters Score -5543387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5543383.500000 Penalty: 5272.490234
	Iteration 90Q: 3 clusters Score -5543384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5543379.000000 Penalty: 5272.490234
	Iteration 91Q: 3 clusters Score -5543379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5543393.000000 Penalty: 5272.490234
	Iteration 92Q: 3 clusters Score -5543393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5543398.500000 Penalty: 5272.490234
	Iteration 93Q: 3 clusters Score -5543398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5543402.000000 Penalty: 5272.490234
	Iteration 94Q: 3 clusters Score -5543402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5543407.000000 Penalty: 5272.490234
	Iteration 95Q: 3 clusters Score -5543407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5543402.500000 Penalty: 5272.490234
	Iteration 96Q: 3 clusters Score -5543402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5543407.000000 Penalty: 5272.490234
	Iteration 97Q: 3 clusters Score -5543407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5543421.000000 Penalty: 5272.490234
	Iteration 98Q: 3 clusters Score -5543421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5543434.500000 Penalty: 5272.490234
	Iteration 99Q: 3 clusters Score -5543434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5543435.000000 Penalty: 5272.490234
	Iteration 100F: 3 clusters Score -5543435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5543450.500000 Penalty: 5272.490234
	Iteration 101Q: 3 clusters Score -5543450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5543449.500000 Penalty: 5272.490234
	Iteration 102Q: 3 clusters Score -5543450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5543452.500000 Penalty: 5272.490234
	Iteration 103Q: 3 clusters Score -5543452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5543453.500000 Penalty: 5272.490234
	Iteration 104Q: 3 clusters Score -5543454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5543457.000000 Penalty: 5272.490234
	Iteration 105Q: 3 clusters Score -5543457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5543465.500000 Penalty: 5272.490234
	Iteration 106Q: 3 clusters Score -5543466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5543468.000000 Penalty: 5272.490234
	Iteration 107Q: 3 clusters Score -5543468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5543474.500000 Penalty: 5272.490234
	Iteration 108Q: 3 clusters Score -5543474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5543479.500000 Penalty: 5272.490234
	Iteration 109Q: 3 clusters Score -5543480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5543483.500000 Penalty: 5272.490234
	Iteration 110Q: 3 clusters Score -5543484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5543495.000000 Penalty: 5272.490234
	Iteration 111Q: 3 clusters Score -5543495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5543497.000000 Penalty: 5272.490234
	Iteration 112Q: 3 clusters Score -5543497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5543495.500000 Penalty: 5272.490234
	Iteration 113Q: 3 clusters Score -5543496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5543506.500000 Penalty: 5272.490234
	Iteration 114Q: 3 clusters Score -5543506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5543506.000000 Penalty: 5272.490234
	Iteration 115Q: 3 clusters Score -5543506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5543507.500000 Penalty: 5272.490234
	Iteration 116Q: 3 clusters Score -5543508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5543509.500000 Penalty: 5272.490234
	Iteration 117Q: 3 clusters Score -5543510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5543511.000000 Penalty: 5272.490234
	Iteration 118Q: 3 clusters Score -5543511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5543517.000000 Penalty: 5272.490234
	Iteration 119Q: 3 clusters Score -5543517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5543518.500000 Penalty: 5272.490234
	Iteration 120F: 3 clusters Score -5543518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5543521.500000 Penalty: 5272.490234
	Iteration 121Q: 3 clusters Score -5543522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5543526.500000 Penalty: 5272.490234
	Iteration 122Q: 3 clusters Score -5543526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5543526.500000 Penalty: 5272.490234
	Iteration 123Q: 3 clusters Score -5543526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5543525.500000 Penalty: 5272.490234
	Iteration 124Q: 3 clusters Score -5543526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5543531.000000 Penalty: 5272.490234
	Iteration 125Q: 3 clusters Score -5543531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5543536.500000 Penalty: 5272.490234
	Iteration 126Q: 3 clusters Score -5543536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5543530.000000 Penalty: 5272.490234
	Iteration 127Q: 3 clusters Score -5543530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5543543.500000 Penalty: 5272.490234
	Iteration 128Q: 3 clusters Score -5543544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5543546.500000 Penalty: 5272.490234
	Iteration 129Q: 3 clusters Score -5543546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5543554.000000 Penalty: 5272.490234
	Iteration 130Q: 3 clusters Score -5543554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5543554.500000 Penalty: 5272.490234
	Iteration 131Q: 3 clusters Score -5543554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5543553.000000 Penalty: 5272.490234
	Iteration 132Q: 3 clusters Score -5543553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5543552.500000 Penalty: 5272.490234
	Iteration 133Q: 3 clusters Score -5543552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5543558.000000 Penalty: 5272.490234
	Iteration 134Q: 3 clusters Score -5543558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5543557.000000 Penalty: 5272.490234
	Iteration 135Q: 3 clusters Score -5543557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5543554.500000 Penalty: 5272.490234
	Iteration 136Q: 3 clusters Score -5543554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5543554.500000 Penalty: 5272.490234
	Iteration 137F: 3 clusters Score -5543554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Entering Unmasked Estep 
Score: -815736.750000 Penalty: 2178.244385
	Iteration 0F: 2 clusters Score -815736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -810242.437500 Penalty: 4356.488770
	Iteration 0F: 3 clusters Score -810242.4 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -811617.437500 Penalty: 4356.488770
	Iteration 1F: 3 clusters Score -811617.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -811851.500000 Penalty: 4356.488770
	Iteration 2F: 3 clusters Score -811851.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -812034.937500 Penalty: 4356.488770
	Iteration 3F: 3 clusters Score -812034.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -812168.062500 Penalty: 4356.488770
	Iteration 4Q: 3 clusters Score -812168.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -812276.625000 Penalty: 4356.488770
	Iteration 5Q: 3 clusters Score -812276.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -812370.250000 Penalty: 4356.488770
	Iteration 6Q: 3 clusters Score -812370.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -812471.687500 Penalty: 4356.488770
	Iteration 7Q: 3 clusters Score -812471.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -812565.750000 Penalty: 4356.488770
	Iteration 8Q: 3 clusters Score -812565.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -812673.562500 Penalty: 4356.488770
	Iteration 9Q: 3 clusters Score -812673.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -812784.500000 Penalty: 4356.488770
	Iteration 10Q: 3 clusters Score -812784.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -812885.312500 Penalty: 4356.488770
	Iteration 11Q: 3 clusters Score -812885.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -813008.375000 Penalty: 4356.488770
	Iteration 12Q: 3 clusters Score -813008.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -813111.250000 Penalty: 4356.488770
	Iteration 13Q: 3 clusters Score -813111.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -813209.125000 Penalty: 4356.488770
	Iteration 14Q: 3 clusters Score -813209.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -813291.187500 Penalty: 4356.488770
	Iteration 15Q: 3 clusters Score -813291.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -813367.250000 Penalty: 4356.488770
	Iteration 16Q: 3 clusters Score -813367.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -813432.187500 Penalty: 4356.488770
	Iteration 17Q: 3 clusters Score -813432.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -813485.187500 Penalty: 4356.488770
	Iteration 18Q: 3 clusters Score -813485.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -813528.000000 Penalty: 4356.488770
	Iteration 19Q: 3 clusters Score -813528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -813565.125000 Penalty: 4356.488770
	Iteration 20F: 3 clusters Score -813565.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -813595.000000 Penalty: 4356.488770
	Iteration 21Q: 3 clusters Score -813595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -813611.375000 Penalty: 4356.488770
	Iteration 22Q: 3 clusters Score -813611.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -813627.812500 Penalty: 4356.488770
	Iteration 23Q: 3 clusters Score -813627.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -813646.500000 Penalty: 4356.488770
	Iteration 24Q: 3 clusters Score -813646.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -813667.125000 Penalty: 4356.488770
	Iteration 25Q: 3 clusters Score -813667.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -813691.187500 Penalty: 4356.488770
	Iteration 26Q: 3 clusters Score -813691.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -813712.937500 Penalty: 4356.488770
	Iteration 27Q: 3 clusters Score -813712.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -813735.875000 Penalty: 4356.488770
	Iteration 28Q: 3 clusters Score -813735.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -813750.375000 Penalty: 4356.488770
	Iteration 29Q: 3 clusters Score -813750.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -813757.187500 Penalty: 4356.488770
	Iteration 30Q: 3 clusters Score -813757.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -813764.937500 Penalty: 4356.488770
	Iteration 31Q: 3 clusters Score -813764.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -813772.875000 Penalty: 4356.488770
	Iteration 32Q: 3 clusters Score -813772.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -813777.125000 Penalty: 4356.488770
	Iteration 33Q: 3 clusters Score -813777.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -813782.437500 Penalty: 4356.488770
	Iteration 34Q: 3 clusters Score -813782.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -813788.500000 Penalty: 4356.488770
	Iteration 35Q: 3 clusters Score -813788.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -813793.375000 Penalty: 4356.488770
	Iteration 36Q: 3 clusters Score -813793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -813798.500000 Penalty: 4356.488770
	Iteration 37Q: 3 clusters Score -813798.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -813801.875000 Penalty: 4356.488770
	Iteration 38Q: 3 clusters Score -813801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -813802.625000 Penalty: 4356.488770
	Iteration 39Q: 3 clusters Score -813802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -813803.750000 Penalty: 4356.488770
	Iteration 40F: 3 clusters Score -813803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -813806.250000 Penalty: 4356.488770
	Iteration 41Q: 3 clusters Score -813806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -813805.562500 Penalty: 4356.488770
	Iteration 42Q: 3 clusters Score -813805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -813804.875000 Penalty: 4356.488770
	Iteration 43Q: 3 clusters Score -813804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -813805.187500 Penalty: 4356.488770
	Iteration 44Q: 3 clusters Score -813805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -813807.125000 Penalty: 4356.488770
	Iteration 45Q: 3 clusters Score -813807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -813807.312500 Penalty: 4356.488770
	Iteration 46Q: 3 clusters Score -813807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -813807.312500 Penalty: 4356.488770
	Iteration 47Q: 3 clusters Score -813807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -813807.812500 Penalty: 4356.488770
	Iteration 48Q: 3 clusters Score -813807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -813809.687500 Penalty: 4356.488770
	Iteration 49Q: 3 clusters Score -813809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -813809.312500 Penalty: 4356.488770
	Iteration 50Q: 3 clusters Score -813809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -813809.312500 Penalty: 4356.488770
	Iteration 51F: 3 clusters Score -813809.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 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 337 members 
Entering Unmasked Estep 
Score: -70184.609375 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70184.61 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70661.945312 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70661.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70930.062500 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -70930.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71187.593750 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71187.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71335.585938 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -71335.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71436.117188 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71436.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71636.460938 Penalty: 3232.031738
	Iteration 6F: 3 clusters Score -71636.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71848.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72103.070312 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -72103.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72160.453125 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -72160.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72189.726562 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -72189.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72194.773438 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -72194.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72206.140625 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -72206.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72215.671875 Penalty: 3232.031738
	Iteration 13F: 3 clusters Score -72215.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -72220.757812 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -72220.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -72220.757812 Penalty: 3232.031738
	Iteration 15F: 3 clusters Score -72220.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20759 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184376 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 39338 members 
Mstep: Class 15 contains 26023 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78516 members 
Mstep: Class 19 contains 192210 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38823 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197121 members 
Mstep: Class 28 contains 1759 members 
Mstep: Class 29 contains 464 members 
Entering Unmasked Estep 
Score: -133227912.000000 Penalty: 99558.382812
Splitting cluster 13 changes total score from -133229312.000000 to -133227912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -4851900.500000 Penalty: 2623.826660
	Iteration 0F: 2 clusters Score -4851900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4825321.000000 Penalty: 5247.653320
	Iteration 0F: 3 clusters Score -4825321 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4835086.500000 Penalty: 5247.653320
	Iteration 1F: 3 clusters Score -4835086 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -4835864.000000 Penalty: 5247.653320
	Iteration 2Q: 3 clusters Score -4835864 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4836866.000000 Penalty: 5247.653320
	Iteration 3F: 3 clusters Score -4836866 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4838348.000000 Penalty: 5247.653320
	Iteration 4F: 3 clusters Score -4838348 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -4840444.500000 Penalty: 5247.653320
	Iteration 5F: 3 clusters Score -4840444 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -4843012.500000 Penalty: 5247.653320
	Iteration 6F: 3 clusters Score -4843012 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4845423.500000 Penalty: 5247.653320
	Iteration 7F: 3 clusters Score -4845424 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4847228.500000 Penalty: 5247.653320
	Iteration 8Q: 3 clusters Score -4847228 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4848438.500000 Penalty: 5247.653320
	Iteration 9Q: 3 clusters Score -4848438 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4849174.500000 Penalty: 5247.653320
	Iteration 10Q: 3 clusters Score -4849174 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4849591.500000 Penalty: 5247.653320
	Iteration 11Q: 3 clusters Score -4849592 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4849834.500000 Penalty: 5247.653320
	Iteration 12Q: 3 clusters Score -4849834 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4849919.500000 Penalty: 5247.653320
	Iteration 13Q: 3 clusters Score -4849920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4849975.000000 Penalty: 5247.653320
	Iteration 14Q: 3 clusters Score -4849975 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4850014.500000 Penalty: 5247.653320
	Iteration 15Q: 3 clusters Score -4850014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4850056.500000 Penalty: 5247.653320
	Iteration 16Q: 3 clusters Score -4850056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4850074.000000 Penalty: 5247.653320
	Iteration 17Q: 3 clusters Score -4850074 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4850095.500000 Penalty: 5247.653320
	Iteration 18Q: 3 clusters Score -4850096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4850108.500000 Penalty: 5247.653320
	Iteration 19Q: 3 clusters Score -4850108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4850114.500000 Penalty: 5247.653320
	Iteration 20F: 3 clusters Score -4850114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4850127.000000 Penalty: 5247.653320
	Iteration 21Q: 3 clusters Score -4850127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4850134.500000 Penalty: 5247.653320
	Iteration 22Q: 3 clusters Score -4850134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4850134.500000 Penalty: 5247.653320
	Iteration 23Q: 3 clusters Score -4850134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4850140.000000 Penalty: 5247.653320
	Iteration 24Q: 3 clusters Score -4850140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4850137.000000 Penalty: 5247.653320
	Iteration 25Q: 3 clusters Score -4850137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4850151.000000 Penalty: 5247.653320
	Iteration 26Q: 3 clusters Score -4850151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4850163.000000 Penalty: 5247.653320
	Iteration 27Q: 3 clusters Score -4850163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4850168.000000 Penalty: 5247.653320
	Iteration 28Q: 3 clusters Score -4850168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4850169.000000 Penalty: 5247.653320
	Iteration 29Q: 3 clusters Score -4850169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4850170.000000 Penalty: 5247.653320
	Iteration 30Q: 3 clusters Score -4850170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4850168.000000 Penalty: 5247.653320
	Iteration 31Q: 3 clusters Score -4850168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4850167.500000 Penalty: 5247.653320
	Iteration 32Q: 3 clusters Score -4850168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4850168.000000 Penalty: 5247.653320
	Iteration 33Q: 3 clusters Score -4850168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4850167.000000 Penalty: 5247.653320
	Iteration 34Q: 3 clusters Score -4850167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4850167.000000 Penalty: 5247.653320
	Iteration 35F: 3 clusters Score -4850167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Entering Unmasked Estep 
Score: -3500205.500000 Penalty: 2521.350342
	Iteration 0F: 2 clusters Score -3500206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3482162.750000 Penalty: 5042.700684
	Iteration 0F: 3 clusters Score -3482163 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3488758.000000 Penalty: 5042.700684
	Iteration 1F: 3 clusters Score -3488758 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3489330.500000 Penalty: 5042.700684
	Iteration 2F: 3 clusters Score -3489330 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3489907.750000 Penalty: 5042.700684
	Iteration 3Q: 3 clusters Score -3489908 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3490465.000000 Penalty: 5042.700684
	Iteration 4Q: 3 clusters Score -3490465 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3491010.250000 Penalty: 5042.700684
	Iteration 5Q: 3 clusters Score -3491010 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3491531.000000 Penalty: 5042.700684
	Iteration 6Q: 3 clusters Score -3491531 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3492002.750000 Penalty: 5042.700684
	Iteration 7Q: 3 clusters Score -3492003 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3492431.000000 Penalty: 5042.700684
	Iteration 8Q: 3 clusters Score -3492431 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3492849.250000 Penalty: 5042.700684
	Iteration 9Q: 3 clusters Score -3492849 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3493271.250000 Penalty: 5042.700684
	Iteration 10Q: 3 clusters Score -3493271 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3493710.000000 Penalty: 5042.700684
	Iteration 11Q: 3 clusters Score -3493710 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3494123.250000 Penalty: 5042.700684
	Iteration 12Q: 3 clusters Score -3494123 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3494538.500000 Penalty: 5042.700684
	Iteration 13Q: 3 clusters Score -3494538 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3494889.750000 Penalty: 5042.700684
	Iteration 14Q: 3 clusters Score -3494890 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3495184.250000 Penalty: 5042.700684
	Iteration 15Q: 3 clusters Score -3495184 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3495436.000000 Penalty: 5042.700684
	Iteration 16Q: 3 clusters Score -3495436 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3495639.750000 Penalty: 5042.700684
	Iteration 17Q: 3 clusters Score -3495640 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3495781.750000 Penalty: 5042.700684
	Iteration 18Q: 3 clusters Score -3495782 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3495910.500000 Penalty: 5042.700684
	Iteration 19Q: 3 clusters Score -3495910 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3496025.750000 Penalty: 5042.700684
	Iteration 20F: 3 clusters Score -3496026 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3496147.250000 Penalty: 5042.700684
	Iteration 21Q: 3 clusters Score -3496147 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3496281.000000 Penalty: 5042.700684
	Iteration 22Q: 3 clusters Score -3496281 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3496431.500000 Penalty: 5042.700684
	Iteration 23Q: 3 clusters Score -3496432 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3496566.250000 Penalty: 5042.700684
	Iteration 24Q: 3 clusters Score -3496566 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3496683.750000 Penalty: 5042.700684
	Iteration 25Q: 3 clusters Score -3496684 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3496783.750000 Penalty: 5042.700684
	Iteration 26Q: 3 clusters Score -3496784 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3496890.500000 Penalty: 5042.700684
	Iteration 27Q: 3 clusters Score -3496890 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3497007.750000 Penalty: 5042.700684
	Iteration 28Q: 3 clusters Score -3497008 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3497091.000000 Penalty: 5042.700684
	Iteration 29Q: 3 clusters Score -3497091 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3497191.750000 Penalty: 5042.700684
	Iteration 30Q: 3 clusters Score -3497192 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3497296.000000 Penalty: 5042.700684
	Iteration 31Q: 3 clusters Score -3497296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3497380.250000 Penalty: 5042.700684
	Iteration 32Q: 3 clusters Score -3497380 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3497467.500000 Penalty: 5042.700684
	Iteration 33Q: 3 clusters Score -3497468 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3497538.000000 Penalty: 5042.700684
	Iteration 34Q: 3 clusters Score -3497538 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3497593.000000 Penalty: 5042.700684
	Iteration 35Q: 3 clusters Score -3497593 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3497645.500000 Penalty: 5042.700684
	Iteration 36Q: 3 clusters Score -3497646 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3497689.500000 Penalty: 5042.700684
	Iteration 37Q: 3 clusters Score -3497690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3497725.250000 Penalty: 5042.700684
	Iteration 38Q: 3 clusters Score -3497725 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3497770.250000 Penalty: 5042.700684
	Iteration 39Q: 3 clusters Score -3497770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3497801.750000 Penalty: 5042.700684
	Iteration 40F: 3 clusters Score -3497802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3497823.250000 Penalty: 5042.700684
	Iteration 41Q: 3 clusters Score -3497823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3497852.750000 Penalty: 5042.700684
	Iteration 42Q: 3 clusters Score -3497853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3497881.250000 Penalty: 5042.700684
	Iteration 43Q: 3 clusters Score -3497881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3497885.000000 Penalty: 5042.700684
	Iteration 44Q: 3 clusters Score -3497885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3497902.250000 Penalty: 5042.700684
	Iteration 45Q: 3 clusters Score -3497902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3497910.000000 Penalty: 5042.700684
	Iteration 46Q: 3 clusters Score -3497910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3497914.000000 Penalty: 5042.700684
	Iteration 47Q: 3 clusters Score -3497914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3497920.500000 Penalty: 5042.700684
	Iteration 48Q: 3 clusters Score -3497920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3497926.250000 Penalty: 5042.700684
	Iteration 49Q: 3 clusters Score -3497926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3497939.250000 Penalty: 5042.700684
	Iteration 50Q: 3 clusters Score -3497939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3497941.250000 Penalty: 5042.700684
	Iteration 51Q: 3 clusters Score -3497941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3497943.000000 Penalty: 5042.700684
	Iteration 52Q: 3 clusters Score -3497943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3497951.750000 Penalty: 5042.700684
	Iteration 53Q: 3 clusters Score -3497952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3497960.500000 Penalty: 5042.700684
	Iteration 54Q: 3 clusters Score -3497960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3497962.000000 Penalty: 5042.700684
	Iteration 55Q: 3 clusters Score -3497962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3497970.250000 Penalty: 5042.700684
	Iteration 56Q: 3 clusters Score -3497970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3497970.500000 Penalty: 5042.700684
	Iteration 57Q: 3 clusters Score -3497970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3497976.000000 Penalty: 5042.700684
	Iteration 58Q: 3 clusters Score -3497976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3497980.750000 Penalty: 5042.700684
	Iteration 59Q: 3 clusters Score -3497981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3497985.250000 Penalty: 5042.700684
	Iteration 60F: 3 clusters Score -3497985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3497988.750000 Penalty: 5042.700684
	Iteration 61Q: 3 clusters Score -3497989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3498004.000000 Penalty: 5042.700684
	Iteration 62Q: 3 clusters Score -3498004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3498016.000000 Penalty: 5042.700684
	Iteration 63Q: 3 clusters Score -3498016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3498025.250000 Penalty: 5042.700684
	Iteration 64Q: 3 clusters Score -3498025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3498028.250000 Penalty: 5042.700684
	Iteration 65Q: 3 clusters Score -3498028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3498034.500000 Penalty: 5042.700684
	Iteration 66Q: 3 clusters Score -3498034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3498045.250000 Penalty: 5042.700684
	Iteration 67Q: 3 clusters Score -3498045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3498046.500000 Penalty: 5042.700684
	Iteration 68Q: 3 clusters Score -3498046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3498051.750000 Penalty: 5042.700684
	Iteration 69Q: 3 clusters Score -3498052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3498047.500000 Penalty: 5042.700684
	Iteration 70Q: 3 clusters Score -3498048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3498049.000000 Penalty: 5042.700684
	Iteration 71Q: 3 clusters Score -3498049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3498053.500000 Penalty: 5042.700684
	Iteration 72Q: 3 clusters Score -3498054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3498050.250000 Penalty: 5042.700684
	Iteration 73Q: 3 clusters Score -3498050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3498050.250000 Penalty: 5042.700684
	Iteration 74F: 3 clusters Score -3498050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Entering Unmasked Estep 
Score: -9218941.000000 Penalty: 2762.998535
	Iteration 0F: 2 clusters Score -9218941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -9172449.000000 Penalty: 5525.997070
	Iteration 0F: 3 clusters Score -9172449 nChanged 32357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -9190957.000000 Penalty: 5525.997070
	Iteration 1F: 3 clusters Score -9190957 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -9192114.000000 Penalty: 5525.997070
	Iteration 2Q: 3 clusters Score -9192114 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -9193889.000000 Penalty: 5525.997070
	Iteration 3F: 3 clusters Score -9193889 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -9196513.000000 Penalty: 5525.997070
	Iteration 4F: 3 clusters Score -9196513 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -9200039.000000 Penalty: 5525.997070
	Iteration 5F: 3 clusters Score -9200039 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -9204742.000000 Penalty: 5525.997070
	Iteration 6F: 3 clusters Score -9204742 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -9209246.000000 Penalty: 5525.997070
	Iteration 7F: 3 clusters Score -9209246 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -9212648.000000 Penalty: 5525.997070
	Iteration 8F: 3 clusters Score -9212648 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -9214706.000000 Penalty: 5525.997070
	Iteration 9Q: 3 clusters Score -9214706 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -9215926.000000 Penalty: 5525.997070
	Iteration 10Q: 3 clusters Score -9215926 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9216571.000000 Penalty: 5525.997070
	Iteration 11Q: 3 clusters Score -9216571 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9217000.000000 Penalty: 5525.997070
	Iteration 12Q: 3 clusters Score -9217000 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9217243.000000 Penalty: 5525.997070
	Iteration 13Q: 3 clusters Score -9217243 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9217447.000000 Penalty: 5525.997070
	Iteration 14Q: 3 clusters Score -9217447 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9217563.000000 Penalty: 5525.997070
	Iteration 15Q: 3 clusters Score -9217563 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9217663.000000 Penalty: 5525.997070
	Iteration 16Q: 3 clusters Score -9217663 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9217743.000000 Penalty: 5525.997070
	Iteration 17Q: 3 clusters Score -9217743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9217772.000000 Penalty: 5525.997070
	Iteration 18Q: 3 clusters Score -9217772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9217803.000000 Penalty: 5525.997070
	Iteration 19Q: 3 clusters Score -9217803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9217818.000000 Penalty: 5525.997070
	Iteration 20F: 3 clusters Score -9217818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9217823.000000 Penalty: 5525.997070
	Iteration 21Q: 3 clusters Score -9217823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9217830.000000 Penalty: 5525.997070
	Iteration 22Q: 3 clusters Score -9217830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9217829.000000 Penalty: 5525.997070
	Iteration 23Q: 3 clusters Score -9217829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9217819.000000 Penalty: 5525.997070
	Iteration 24Q: 3 clusters Score -9217819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9217826.000000 Penalty: 5525.997070
	Iteration 25Q: 3 clusters Score -9217826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9217831.000000 Penalty: 5525.997070
	Iteration 26Q: 3 clusters Score -9217831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9217824.000000 Penalty: 5525.997070
	Iteration 27Q: 3 clusters Score -9217824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9217828.000000 Penalty: 5525.997070
	Iteration 28Q: 3 clusters Score -9217828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9217832.000000 Penalty: 5525.997070
	Iteration 29Q: 3 clusters Score -9217832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9217834.000000 Penalty: 5525.997070
	Iteration 30Q: 3 clusters Score -9217834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9217844.000000 Penalty: 5525.997070
	Iteration 31Q: 3 clusters Score -9217844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9217848.000000 Penalty: 5525.997070
	Iteration 32Q: 3 clusters Score -9217848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9217856.000000 Penalty: 5525.997070
	Iteration 33Q: 3 clusters Score -9217856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9217856.000000 Penalty: 5525.997070
	Iteration 34Q: 3 clusters Score -9217856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9217855.000000 Penalty: 5525.997070
	Iteration 35Q: 3 clusters Score -9217855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9217863.000000 Penalty: 5525.997070
	Iteration 36Q: 3 clusters Score -9217863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9217864.000000 Penalty: 5525.997070
	Iteration 37Q: 3 clusters Score -9217864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9217878.000000 Penalty: 5525.997070
	Iteration 38Q: 3 clusters Score -9217878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9217872.000000 Penalty: 5525.997070
	Iteration 39Q: 3 clusters Score -9217872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9217871.000000 Penalty: 5525.997070
	Iteration 40F: 3 clusters Score -9217871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9217875.000000 Penalty: 5525.997070
	Iteration 41Q: 3 clusters Score -9217875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9217872.000000 Penalty: 5525.997070
	Iteration 42Q: 3 clusters Score -9217872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9217871.000000 Penalty: 5525.997070
	Iteration 43Q: 3 clusters Score -9217871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9217886.000000 Penalty: 5525.997070
	Iteration 44Q: 3 clusters Score -9217886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9217878.000000 Penalty: 5525.997070
	Iteration 45Q: 3 clusters Score -9217878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9217881.000000 Penalty: 5525.997070
	Iteration 46Q: 3 clusters Score -9217881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9217881.000000 Penalty: 5525.997070
	Iteration 47Q: 3 clusters Score -9217881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9217881.000000 Penalty: 5525.997070
	Iteration 48F: 3 clusters Score -9217881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 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 312 members 
Entering Unmasked Estep 
Score: -66344.453125 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66344.45 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66794.367188 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66794.37 nChanged 59
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: -67026.265625 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -67026.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67111.515625 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -67111.52 nChanged 25
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: -67178.726562 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -67178.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67230.976562 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67230.98 nChanged 20
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: -67328.632812 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -67328.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67438.851562 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -67438.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67538.585938 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -67538.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67654.070312 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -67654.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67737.773438 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -67737.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67814.140625 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -67814.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67863.625000 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -67863.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67940.320312 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -67940.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68011.335938 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -68011.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68034.828125 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -68034.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68055.976562 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -68055.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68102.656250 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -68102.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68169.171875 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -68169.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68230.343750 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -68230.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -68266.054688 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -68266.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68316.984375 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -68316.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -68318.750000 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -68318.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -68318.750000 Penalty: 3193.125000
	Iteration 23F: 3 clusters Score -68318.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20759 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184376 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39338 members 
Mstep: Class 15 contains 26023 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 78516 members 
Mstep: Class 19 contains 192210 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38823 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197121 members 
Mstep: Class 28 contains 1759 members 
Mstep: Class 29 contains 201 members 
Entering Unmasked Estep 
Score: -133227872.000000 Penalty: 99558.382812
Splitting cluster 17 changes total score from -133229312.000000 to -133227872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (78516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Entering Unmasked Estep 
Score: -10247060.000000 Penalty: 2795.222412
	Iteration 0F: 2 clusters Score -1.024706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -10194694.000000 Penalty: 5590.444824
	Iteration 0F: 3 clusters Score -1.019469e+07 nChanged 36745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -10215486.000000 Penalty: 5590.444824
	Iteration 1F: 3 clusters Score -1.021549e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -10216494.000000 Penalty: 5590.444824
	Iteration 2Q: 3 clusters Score -1.021649e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -10217977.000000 Penalty: 5590.444824
	Iteration 3Q: 3 clusters Score -1.021798e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -10220043.000000 Penalty: 5590.444824
	Iteration 4F: 3 clusters Score -1.022004e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -10223349.000000 Penalty: 5590.444824
	Iteration 5F: 3 clusters Score -1.022335e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -10227985.000000 Penalty: 5590.444824
	Iteration 6F: 3 clusters Score -1.022798e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -10233267.000000 Penalty: 5590.444824
	Iteration 7F: 3 clusters Score -1.023327e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -10238026.000000 Penalty: 5590.444824
	Iteration 8F: 3 clusters Score -1.023803e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -10241429.000000 Penalty: 5590.444824
	Iteration 9Q: 3 clusters Score -1.024143e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -10243113.000000 Penalty: 5590.444824
	Iteration 10Q: 3 clusters Score -1.024311e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10243959.000000 Penalty: 5590.444824
	Iteration 11Q: 3 clusters Score -1.024396e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -10244360.000000 Penalty: 5590.444824
	Iteration 12Q: 3 clusters Score -1.024436e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -10244539.000000 Penalty: 5590.444824
	Iteration 13Q: 3 clusters Score -1.024454e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -10244619.000000 Penalty: 5590.444824
	Iteration 14Q: 3 clusters Score -1.024462e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -10244708.000000 Penalty: 5590.444824
	Iteration 15Q: 3 clusters Score -1.024471e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10244716.000000 Penalty: 5590.444824
	Iteration 16Q: 3 clusters Score -1.024472e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10244751.000000 Penalty: 5590.444824
	Iteration 17Q: 3 clusters Score -1.024475e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10244779.000000 Penalty: 5590.444824
	Iteration 18Q: 3 clusters Score -1.024478e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -10244792.000000 Penalty: 5590.444824
	Iteration 19Q: 3 clusters Score -1.024479e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -10244822.000000 Penalty: 5590.444824
	Iteration 20F: 3 clusters Score -1.024482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -10244828.000000 Penalty: 5590.444824
	Iteration 21Q: 3 clusters Score -1.024483e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10244843.000000 Penalty: 5590.444824
	Iteration 22Q: 3 clusters Score -1.024484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10244855.000000 Penalty: 5590.444824
	Iteration 23Q: 3 clusters Score -1.024486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -10244851.000000 Penalty: 5590.444824
	Iteration 24Q: 3 clusters Score -1.024485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -10244870.000000 Penalty: 5590.444824
	Iteration 25Q: 3 clusters Score -1.024487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -10244873.000000 Penalty: 5590.444824
	Iteration 26Q: 3 clusters Score -1.024487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -10244880.000000 Penalty: 5590.444824
	Iteration 27Q: 3 clusters Score -1.024488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10244871.000000 Penalty: 5590.444824
	Iteration 28Q: 3 clusters Score -1.024487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10244875.000000 Penalty: 5590.444824
	Iteration 29Q: 3 clusters Score -1.024488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -10244888.000000 Penalty: 5590.444824
	Iteration 30Q: 3 clusters Score -1.024489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -10244891.000000 Penalty: 5590.444824
	Iteration 31Q: 3 clusters Score -1.024489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -10244886.000000 Penalty: 5590.444824
	Iteration 32Q: 3 clusters Score -1.024489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10244900.000000 Penalty: 5590.444824
	Iteration 33Q: 3 clusters Score -1.02449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -10244908.000000 Penalty: 5590.444824
	Iteration 34Q: 3 clusters Score -1.024491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10244907.000000 Penalty: 5590.444824
	Iteration 35Q: 3 clusters Score -1.024491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10244910.000000 Penalty: 5590.444824
	Iteration 36Q: 3 clusters Score -1.024491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10244910.000000 Penalty: 5590.444824
	Iteration 37Q: 3 clusters Score -1.024491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10244909.000000 Penalty: 5590.444824
	Iteration 38Q: 3 clusters Score -1.024491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10244902.000000 Penalty: 5590.444824
	Iteration 39Q: 3 clusters Score -1.02449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10244903.000000 Penalty: 5590.444824
	Iteration 40F: 3 clusters Score -1.02449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10244900.000000 Penalty: 5590.444824
	Iteration 41Q: 3 clusters Score -1.02449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10244907.000000 Penalty: 5590.444824
	Iteration 42Q: 3 clusters Score -1.024491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -10244919.000000 Penalty: 5590.444824
	Iteration 43Q: 3 clusters Score -1.024492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10244912.000000 Penalty: 5590.444824
	Iteration 44Q: 3 clusters Score -1.024491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10244918.000000 Penalty: 5590.444824
	Iteration 45Q: 3 clusters Score -1.024492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10244918.000000 Penalty: 5590.444824
	Iteration 46Q: 3 clusters Score -1.024492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10244912.000000 Penalty: 5590.444824
	Iteration 47Q: 3 clusters Score -1.024491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -10244909.000000 Penalty: 5590.444824
	Iteration 48Q: 3 clusters Score -1.024491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -10244907.000000 Penalty: 5590.444824
	Iteration 49Q: 3 clusters Score -1.024491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -10244907.000000 Penalty: 5590.444824
	Iteration 50F: 3 clusters Score -1.024491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192210 members 
Entering Unmasked Estep 
Score: -25434886.000000 Penalty: 3017.253174
	Iteration 0F: 2 clusters Score -2.543489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -25327518.000000 Penalty: 6034.506348
	Iteration 0F: 3 clusters Score -2.532752e+07 nChanged 91963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -25382558.000000 Penalty: 6034.506348
	Iteration 1F: 3 clusters Score -2.538256e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -25384912.000000 Penalty: 6034.506348
	Iteration 2Q: 3 clusters Score -2.538491e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 115041 members 
Entering Unmasked Estep 
Score: -25388786.000000 Penalty: 6034.506348
	Iteration 3Q: 3 clusters Score -2.538879e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 124246 members 
Entering Unmasked Estep 
Score: -25394370.000000 Penalty: 6034.506348
	Iteration 4F: 3 clusters Score -2.539437e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 135057 members 
Entering Unmasked Estep 
Score: -25401944.000000 Penalty: 6034.506348
	Iteration 5F: 3 clusters Score -2.540194e+07 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -25410378.000000 Penalty: 6034.506348
	Iteration 6F: 3 clusters Score -2.541038e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 154907 members 
Entering Unmasked Estep 
Score: -25418630.000000 Penalty: 6034.506348
	Iteration 7F: 3 clusters Score -2.541863e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 161553 members 
Entering Unmasked Estep 
Score: -25424764.000000 Penalty: 6034.506348
	Iteration 8Q: 3 clusters Score -2.542476e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 165972 members 
Entering Unmasked Estep 
Score: -25428078.000000 Penalty: 6034.506348
	Iteration 9Q: 3 clusters Score -2.542808e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 168976 members 
Entering Unmasked Estep 
Score: -25430026.000000 Penalty: 6034.506348
	Iteration 10Q: 3 clusters Score -2.543003e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -25431192.000000 Penalty: 6034.506348
	Iteration 11Q: 3 clusters Score -2.543119e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 173596 members 
Entering Unmasked Estep 
Score: -25431976.000000 Penalty: 6034.506348
	Iteration 12Q: 3 clusters Score -2.543198e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 175771 members 
Entering Unmasked Estep 
Score: -25432542.000000 Penalty: 6034.506348
	Iteration 13Q: 3 clusters Score -2.543254e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 177777 members 
Entering Unmasked Estep 
Score: -25432832.000000 Penalty: 6034.506348
	Iteration 14Q: 3 clusters Score -2.543283e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 179628 members 
Entering Unmasked Estep 
Score: -25433084.000000 Penalty: 6034.506348
	Iteration 15Q: 3 clusters Score -2.543308e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 181312 members 
Entering Unmasked Estep 
Score: -25433190.000000 Penalty: 6034.506348
	Iteration 16Q: 3 clusters Score -2.543319e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 182732 members 
Entering Unmasked Estep 
Score: -25433106.000000 Penalty: 6034.506348
	Iteration 17Q: 3 clusters Score -2.543311e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 184020 members 
Entering Unmasked Estep 
Score: -25433112.000000 Penalty: 6034.506348
	Iteration 18Q: 3 clusters Score -2.543311e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 185152 members 
Entering Unmasked Estep 
Score: -25433110.000000 Penalty: 6034.506348
	Iteration 19Q: 3 clusters Score -2.543311e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 186109 members 
Entering Unmasked Estep 
Score: -25433120.000000 Penalty: 6034.506348
	Iteration 20F: 3 clusters Score -2.543312e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 186953 members 
Entering Unmasked Estep 
Score: -25433058.000000 Penalty: 6034.506348
	Iteration 21Q: 3 clusters Score -2.543306e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 187674 members 
Entering Unmasked Estep 
Score: -25432872.000000 Penalty: 6034.506348
	Iteration 22Q: 3 clusters Score -2.543287e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 188250 members 
Entering Unmasked Estep 
Score: -25432868.000000 Penalty: 6034.506348
	Iteration 23Q: 3 clusters Score -2.543287e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 188754 members 
Entering Unmasked Estep 
Score: -25432854.000000 Penalty: 6034.506348
	Iteration 24Q: 3 clusters Score -2.543285e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 189147 members 
Entering Unmasked Estep 
Score: -25432796.000000 Penalty: 6034.506348
	Iteration 25Q: 3 clusters Score -2.54328e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 189479 members 
Entering Unmasked Estep 
Score: -25432820.000000 Penalty: 6034.506348
	Iteration 26Q: 3 clusters Score -2.543282e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 189759 members 
Entering Unmasked Estep 
Score: -25432718.000000 Penalty: 6034.506348
	Iteration 27Q: 3 clusters Score -2.543272e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 190002 members 
Entering Unmasked Estep 
Score: -25432712.000000 Penalty: 6034.506348
	Iteration 28Q: 3 clusters Score -2.543271e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 190206 members 
Entering Unmasked Estep 
Score: -25432708.000000 Penalty: 6034.506348
	Iteration 29Q: 3 clusters Score -2.543271e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 190397 members 
Entering Unmasked Estep 
Score: -25432670.000000 Penalty: 6034.506348
	Iteration 30Q: 3 clusters Score -2.543267e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 190548 members 
Entering Unmasked Estep 
Score: -25432646.000000 Penalty: 6034.506348
	Iteration 31Q: 3 clusters Score -2.543265e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 190690 members 
Entering Unmasked Estep 
Score: -25432622.000000 Penalty: 6034.506348
	Iteration 32Q: 3 clusters Score -2.543262e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 190807 members 
Entering Unmasked Estep 
Score: -25432636.000000 Penalty: 6034.506348
	Iteration 33Q: 3 clusters Score -2.543264e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 190890 members 
Entering Unmasked Estep 
Score: -25432626.000000 Penalty: 6034.506348
	Iteration 34Q: 3 clusters Score -2.543263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 190948 members 
Entering Unmasked Estep 
Score: -25432634.000000 Penalty: 6034.506348
	Iteration 35Q: 3 clusters Score -2.543263e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 191007 members 
Entering Unmasked Estep 
Score: -25432630.000000 Penalty: 6034.506348
	Iteration 36Q: 3 clusters Score -2.543263e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 191072 members 
Entering Unmasked Estep 
Score: -25432646.000000 Penalty: 6034.506348
	Iteration 37Q: 3 clusters Score -2.543265e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 191135 members 
Entering Unmasked Estep 
Score: -25432638.000000 Penalty: 6034.506348
	Iteration 38Q: 3 clusters Score -2.543264e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 191191 members 
Entering Unmasked Estep 
Score: -25432676.000000 Penalty: 6034.506348
	Iteration 39Q: 3 clusters Score -2.543268e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 191240 members 
Entering Unmasked Estep 
Score: -25432678.000000 Penalty: 6034.506348
	Iteration 40F: 3 clusters Score -2.543268e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 191281 members 
Entering Unmasked Estep 
Score: -25432680.000000 Penalty: 6034.506348
	Iteration 41Q: 3 clusters Score -2.543268e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 191309 members 
Entering Unmasked Estep 
Score: -25432704.000000 Penalty: 6034.506348
	Iteration 42Q: 3 clusters Score -2.54327e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 191341 members 
Entering Unmasked Estep 
Score: -25432696.000000 Penalty: 6034.506348
	Iteration 43Q: 3 clusters Score -2.54327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 191377 members 
Entering Unmasked Estep 
Score: -25432712.000000 Penalty: 6034.506348
	Iteration 44Q: 3 clusters Score -2.543271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 191395 members 
Entering Unmasked Estep 
Score: -25432700.000000 Penalty: 6034.506348
	Iteration 45Q: 3 clusters Score -2.54327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 191415 members 
Entering Unmasked Estep 
Score: -25432730.000000 Penalty: 6034.506348
	Iteration 46Q: 3 clusters Score -2.543273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 191426 members 
Entering Unmasked Estep 
Score: -25432738.000000 Penalty: 6034.506348
	Iteration 47Q: 3 clusters Score -2.543274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 191432 members 
Entering Unmasked Estep 
Score: -25432730.000000 Penalty: 6034.506348
	Iteration 48Q: 3 clusters Score -2.543273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 191439 members 
Entering Unmasked Estep 
Score: -25432742.000000 Penalty: 6034.506348
	Iteration 49Q: 3 clusters Score -2.543274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 191445 members 
Entering Unmasked Estep 
Score: -25432732.000000 Penalty: 6034.506348
	Iteration 50Q: 3 clusters Score -2.543273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 191452 members 
Entering Unmasked Estep 
Score: -25432734.000000 Penalty: 6034.506348
	Iteration 51Q: 3 clusters Score -2.543273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 191455 members 
Entering Unmasked Estep 
Score: -25432742.000000 Penalty: 6034.506348
	Iteration 52Q: 3 clusters Score -2.543274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 191462 members 
Entering Unmasked Estep 
Score: -25432728.000000 Penalty: 6034.506348
	Iteration 53Q: 3 clusters Score -2.543273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 191468 members 
Entering Unmasked Estep 
Score: -25432730.000000 Penalty: 6034.506348
	Iteration 54Q: 3 clusters Score -2.543273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 191472 members 
Entering Unmasked Estep 
Score: -25432720.000000 Penalty: 6034.506348
	Iteration 55Q: 3 clusters Score -2.543272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 191475 members 
Entering Unmasked Estep 
Score: -25432722.000000 Penalty: 6034.506348
	Iteration 56Q: 3 clusters Score -2.543272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 191483 members 
Entering Unmasked Estep 
Score: -25432718.000000 Penalty: 6034.506348
	Iteration 57Q: 3 clusters Score -2.543272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 191485 members 
Entering Unmasked Estep 
Score: -25432720.000000 Penalty: 6034.506348
	Iteration 58Q: 3 clusters Score -2.543272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 191487 members 
Entering Unmasked Estep 
Score: -25432726.000000 Penalty: 6034.506348
	Iteration 59Q: 3 clusters Score -2.543273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 191489 members 
Entering Unmasked Estep 
Score: -25432726.000000 Penalty: 6034.506348
	Iteration 60F: 3 clusters Score -2.543273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 191491 members 
Entering Unmasked Estep 
Score: -25432724.000000 Penalty: 6034.506348
	Iteration 61Q: 3 clusters Score -2.543272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 191494 members 
Entering Unmasked Estep 
Score: -25432724.000000 Penalty: 6034.506348
	Iteration 62Q: 3 clusters Score -2.543272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 191498 members 
Entering Unmasked Estep 
Score: -25432724.000000 Penalty: 6034.506348
	Iteration 63Q: 3 clusters Score -2.543272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 191499 members 
Entering Unmasked Estep 
Score: -25432738.000000 Penalty: 6034.506348
	Iteration 64Q: 3 clusters Score -2.543274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 191497 members 
Entering Unmasked Estep 
Score: -25432748.000000 Penalty: 6034.506348
	Iteration 65Q: 3 clusters Score -2.543275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 191497 members 
Entering Unmasked Estep 
Score: -25432748.000000 Penalty: 6034.506348
	Iteration 66F: 3 clusters Score -2.543275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -183954.937500 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -183954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -181728.796875 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -181728.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -182090.093750 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -182090.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -182214.625000 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -182214.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -182264.796875 Penalty: 3602.958984
	Iteration 3Q: 3 clusters Score -182264.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -182291.625000 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -182291.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -182313.109375 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -182313.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -182332.578125 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -182332.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -182358.796875 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -182358.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182384.968750 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -182385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -182404.765625 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -182404.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182423.484375 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -182423.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -182435.531250 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -182435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -182446.875000 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -182446.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -182457.718750 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -182457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -182468.828125 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -182468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -182478.015625 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -182478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -182492.765625 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -182492.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -182506.390625 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -182506.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -182517.718750 Penalty: 3602.958984
	Iteration 18Q: 3 clusters Score -182517.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -182525.218750 Penalty: 3602.958984
	Iteration 19Q: 3 clusters Score -182525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -182527.546875 Penalty: 3602.958984
	Iteration 20F: 3 clusters Score -182527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182530.125000 Penalty: 3602.958984
	Iteration 21Q: 3 clusters Score -182530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182531.828125 Penalty: 3602.958984
	Iteration 22Q: 3 clusters Score -182531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182534.734375 Penalty: 3602.958984
	Iteration 23Q: 3 clusters Score -182534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -182536.671875 Penalty: 3602.958984
	Iteration 24Q: 3 clusters Score -182536.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -182543.187500 Penalty: 3602.958984
	Iteration 25Q: 3 clusters Score -182543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -182547.093750 Penalty: 3602.958984
	Iteration 26Q: 3 clusters Score -182547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -182552.859375 Penalty: 3602.958984
	Iteration 27Q: 3 clusters Score -182552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -182554.984375 Penalty: 3602.958984
	Iteration 28Q: 3 clusters Score -182555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -182556.843750 Penalty: 3602.958984
	Iteration 29Q: 3 clusters Score -182556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -182559.875000 Penalty: 3602.958984
	Iteration 30Q: 3 clusters Score -182559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -182561.062500 Penalty: 3602.958984
	Iteration 31Q: 3 clusters Score -182561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -182563.140625 Penalty: 3602.958984
	Iteration 32Q: 3 clusters Score -182563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -182566.656250 Penalty: 3602.958984
	Iteration 33Q: 3 clusters Score -182566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -182570.296875 Penalty: 3602.958984
	Iteration 34Q: 3 clusters Score -182570.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -182577.468750 Penalty: 3602.958984
	Iteration 35Q: 3 clusters Score -182577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -182582.046875 Penalty: 3602.958984
	Iteration 36Q: 3 clusters Score -182582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -182585.593750 Penalty: 3602.958984
	Iteration 37Q: 3 clusters Score -182585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -182589.093750 Penalty: 3602.958984
	Iteration 38Q: 3 clusters Score -182589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -182593.015625 Penalty: 3602.958984
	Iteration 39Q: 3 clusters Score -182593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -182599.421875 Penalty: 3602.958984
	Iteration 40F: 3 clusters Score -182599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182608.000000 Penalty: 3602.958984
	Iteration 41Q: 3 clusters Score -182608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182614.500000 Penalty: 3602.958984
	Iteration 42Q: 3 clusters Score -182614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -182620.265625 Penalty: 3602.958984
	Iteration 43Q: 3 clusters Score -182620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182625.437500 Penalty: 3602.958984
	Iteration 44Q: 3 clusters Score -182625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -182628.750000 Penalty: 3602.958984
	Iteration 45Q: 3 clusters Score -182628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -182633.359375 Penalty: 3602.958984
	Iteration 46Q: 3 clusters Score -182633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -182634.875000 Penalty: 3602.958984
	Iteration 47Q: 3 clusters Score -182634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -182636.484375 Penalty: 3602.958984
	Iteration 48Q: 3 clusters Score -182636.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -182636.484375 Penalty: 3602.958984
	Iteration 49F: 3 clusters Score -182636.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -80047.835938 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -80047.84 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 363 members 
Entering Unmasked Estep 
Score: -78423.882812 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -78423.88 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79092.945312 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -79092.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79411.539062 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -79411.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79837.062500 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -79837.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -80113.796875 Penalty: 3293.378418
	Iteration 4F: 3 clusters Score -80113.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80319.140625 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -80319.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80537.031250 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -80537.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80877.179688 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -80877.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81058.179688 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -81058.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81121.625000 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -81121.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81191.375000 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -81191.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81223.500000 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -81223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81237.875000 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -81237.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81250.343750 Penalty: 3293.378418
	Iteration 13F: 3 clusters Score -81250.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81283.710938 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -81283.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81290.960938 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -81290.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81329.265625 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -81329.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81362.351562 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -81362.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81377.023438 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -81377.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81411.929688 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -81411.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81453.085938 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -81453.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81495.132812 Penalty: 3293.378418
	Iteration 21Q: 3 clusters Score -81495.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -81550.203125 Penalty: 3293.378418
	Iteration 22Q: 3 clusters Score -81550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -81550.203125 Penalty: 3293.378418
	Iteration 23F: 3 clusters Score -81550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20759 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184376 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39338 members 
Mstep: Class 15 contains 26023 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78516 members 
Mstep: Class 19 contains 192210 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 22 contains 38823 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197121 members 
Mstep: Class 28 contains 1759 members 
Mstep: Class 29 contains 243 members 
Entering Unmasked Estep 
Score: -133229160.000000 Penalty: 99558.382812
Splitting cluster 21 changes total score from -133229312.000000 to -133229160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (38823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Entering Unmasked Estep 
Score: -5223314.500000 Penalty: 2620.558350
	Iteration 0F: 2 clusters Score -5223314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5197023.000000 Penalty: 5241.116699
	Iteration 0F: 3 clusters Score -5197023 nChanged 17701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5206744.500000 Penalty: 5241.116699
	Iteration 1F: 3 clusters Score -5206744 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -5207533.500000 Penalty: 5241.116699
	Iteration 2F: 3 clusters Score -5207534 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5208510.000000 Penalty: 5241.116699
	Iteration 3F: 3 clusters Score -5208510 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -5209795.000000 Penalty: 5241.116699
	Iteration 4F: 3 clusters Score -5209795 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5211691.500000 Penalty: 5241.116699
	Iteration 5F: 3 clusters Score -5211692 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -5214020.500000 Penalty: 5241.116699
	Iteration 6F: 3 clusters Score -5214020 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -5216522.000000 Penalty: 5241.116699
	Iteration 7F: 3 clusters Score -5216522 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5218447.500000 Penalty: 5241.116699
	Iteration 8F: 3 clusters Score -5218448 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5219631.000000 Penalty: 5241.116699
	Iteration 9Q: 3 clusters Score -5219631 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5220331.500000 Penalty: 5241.116699
	Iteration 10Q: 3 clusters Score -5220332 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5220839.000000 Penalty: 5241.116699
	Iteration 11Q: 3 clusters Score -5220839 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5221145.500000 Penalty: 5241.116699
	Iteration 12Q: 3 clusters Score -5221146 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5221315.000000 Penalty: 5241.116699
	Iteration 13Q: 3 clusters Score -5221315 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5221432.500000 Penalty: 5241.116699
	Iteration 14Q: 3 clusters Score -5221432 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5221498.500000 Penalty: 5241.116699
	Iteration 15Q: 3 clusters Score -5221498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5221525.500000 Penalty: 5241.116699
	Iteration 16Q: 3 clusters Score -5221526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5221548.000000 Penalty: 5241.116699
	Iteration 17Q: 3 clusters Score -5221548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5221558.000000 Penalty: 5241.116699
	Iteration 18Q: 3 clusters Score -5221558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5221565.500000 Penalty: 5241.116699
	Iteration 19Q: 3 clusters Score -5221566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5221580.000000 Penalty: 5241.116699
	Iteration 20F: 3 clusters Score -5221580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5221584.500000 Penalty: 5241.116699
	Iteration 21Q: 3 clusters Score -5221584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5221586.000000 Penalty: 5241.116699
	Iteration 22Q: 3 clusters Score -5221586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5221590.500000 Penalty: 5241.116699
	Iteration 23Q: 3 clusters Score -5221590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5221601.000000 Penalty: 5241.116699
	Iteration 24Q: 3 clusters Score -5221601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5221596.500000 Penalty: 5241.116699
	Iteration 25Q: 3 clusters Score -5221596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5221596.000000 Penalty: 5241.116699
	Iteration 26Q: 3 clusters Score -5221596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5221594.500000 Penalty: 5241.116699
	Iteration 27Q: 3 clusters Score -5221594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5221594.500000 Penalty: 5241.116699
	Iteration 28F: 3 clusters Score -5221594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -86110.960938 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -86110.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84396.976562 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -84396.98 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84592.296875 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -84592.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84660.953125 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -84660.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84685.507812 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -84685.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84706.351562 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -84706.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -84728.554688 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -84728.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -84734.468750 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -84734.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84735.148438 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -84735.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84735.148438 Penalty: 3228.349365
	Iteration 8F: 3 clusters Score -84735.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Entering Unmasked Estep 
Score: -1665526.000000 Penalty: 2342.717041
	Iteration 0F: 2 clusters Score -1665526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1656153.500000 Penalty: 4685.434082
	Iteration 0F: 3 clusters Score -1656154 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1659136.000000 Penalty: 4685.434082
	Iteration 1F: 3 clusters Score -1659136 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1659462.125000 Penalty: 4685.434082
	Iteration 2F: 3 clusters Score -1659462 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1659669.250000 Penalty: 4685.434082
	Iteration 3Q: 3 clusters Score -1659669 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1659854.250000 Penalty: 4685.434082
	Iteration 4Q: 3 clusters Score -1659854 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1660018.500000 Penalty: 4685.434082
	Iteration 5Q: 3 clusters Score -1660018 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1660185.250000 Penalty: 4685.434082
	Iteration 6Q: 3 clusters Score -1660185 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1660336.750000 Penalty: 4685.434082
	Iteration 7Q: 3 clusters Score -1660337 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1660506.750000 Penalty: 4685.434082
	Iteration 8Q: 3 clusters Score -1660507 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1660700.250000 Penalty: 4685.434082
	Iteration 9Q: 3 clusters Score -1660700 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1660936.500000 Penalty: 4685.434082
	Iteration 10Q: 3 clusters Score -1660936 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1661195.000000 Penalty: 4685.434082
	Iteration 11Q: 3 clusters Score -1661195 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1661445.875000 Penalty: 4685.434082
	Iteration 12Q: 3 clusters Score -1661446 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1661646.875000 Penalty: 4685.434082
	Iteration 13Q: 3 clusters Score -1661647 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1661764.750000 Penalty: 4685.434082
	Iteration 14Q: 3 clusters Score -1661765 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1661849.625000 Penalty: 4685.434082
	Iteration 15Q: 3 clusters Score -1661850 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1661915.000000 Penalty: 4685.434082
	Iteration 16Q: 3 clusters Score -1661915 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1661963.500000 Penalty: 4685.434082
	Iteration 17Q: 3 clusters Score -1661964 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1661996.500000 Penalty: 4685.434082
	Iteration 18Q: 3 clusters Score -1661996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1662027.750000 Penalty: 4685.434082
	Iteration 19Q: 3 clusters Score -1662028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1662052.125000 Penalty: 4685.434082
	Iteration 20F: 3 clusters Score -1662052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1662068.750000 Penalty: 4685.434082
	Iteration 21Q: 3 clusters Score -1662069 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1662085.125000 Penalty: 4685.434082
	Iteration 22Q: 3 clusters Score -1662085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1662100.375000 Penalty: 4685.434082
	Iteration 23Q: 3 clusters Score -1662100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1662112.875000 Penalty: 4685.434082
	Iteration 24Q: 3 clusters Score -1662113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1662135.375000 Penalty: 4685.434082
	Iteration 25Q: 3 clusters Score -1662135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1662149.875000 Penalty: 4685.434082
	Iteration 26Q: 3 clusters Score -1662150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1662169.375000 Penalty: 4685.434082
	Iteration 27Q: 3 clusters Score -1662169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1662187.000000 Penalty: 4685.434082
	Iteration 28Q: 3 clusters Score -1662187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1662207.500000 Penalty: 4685.434082
	Iteration 29Q: 3 clusters Score -1662208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1662229.375000 Penalty: 4685.434082
	Iteration 30Q: 3 clusters Score -1662229 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1662256.125000 Penalty: 4685.434082
	Iteration 31Q: 3 clusters Score -1662256 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1662295.125000 Penalty: 4685.434082
	Iteration 32Q: 3 clusters Score -1662295 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1662329.625000 Penalty: 4685.434082
	Iteration 33Q: 3 clusters Score -1662330 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1662364.250000 Penalty: 4685.434082
	Iteration 34Q: 3 clusters Score -1662364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1662386.875000 Penalty: 4685.434082
	Iteration 35Q: 3 clusters Score -1662387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1662404.375000 Penalty: 4685.434082
	Iteration 36Q: 3 clusters Score -1662404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1662431.750000 Penalty: 4685.434082
	Iteration 37Q: 3 clusters Score -1662432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1662460.000000 Penalty: 4685.434082
	Iteration 38Q: 3 clusters Score -1662460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1662489.250000 Penalty: 4685.434082
	Iteration 39Q: 3 clusters Score -1662489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1662518.000000 Penalty: 4685.434082
	Iteration 40F: 3 clusters Score -1662518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1662545.500000 Penalty: 4685.434082
	Iteration 41Q: 3 clusters Score -1662546 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1662569.250000 Penalty: 4685.434082
	Iteration 42Q: 3 clusters Score -1662569 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1662600.500000 Penalty: 4685.434082
	Iteration 43Q: 3 clusters Score -1662600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1662631.375000 Penalty: 4685.434082
	Iteration 44Q: 3 clusters Score -1662631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1662662.875000 Penalty: 4685.434082
	Iteration 45Q: 3 clusters Score -1662663 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1662703.625000 Penalty: 4685.434082
	Iteration 46Q: 3 clusters Score -1662704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1662738.250000 Penalty: 4685.434082
	Iteration 47Q: 3 clusters Score -1662738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1662768.125000 Penalty: 4685.434082
	Iteration 48Q: 3 clusters Score -1662768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1662795.125000 Penalty: 4685.434082
	Iteration 49Q: 3 clusters Score -1662795 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1662811.250000 Penalty: 4685.434082
	Iteration 50Q: 3 clusters Score -1662811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1662823.750000 Penalty: 4685.434082
	Iteration 51Q: 3 clusters Score -1662824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1662837.750000 Penalty: 4685.434082
	Iteration 52Q: 3 clusters Score -1662838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1662850.500000 Penalty: 4685.434082
	Iteration 53Q: 3 clusters Score -1662850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1662864.875000 Penalty: 4685.434082
	Iteration 54Q: 3 clusters Score -1662865 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1662882.500000 Penalty: 4685.434082
	Iteration 55Q: 3 clusters Score -1662882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1662905.250000 Penalty: 4685.434082
	Iteration 56Q: 3 clusters Score -1662905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1662919.625000 Penalty: 4685.434082
	Iteration 57Q: 3 clusters Score -1662920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1662942.000000 Penalty: 4685.434082
	Iteration 58Q: 3 clusters Score -1662942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1662956.750000 Penalty: 4685.434082
	Iteration 59Q: 3 clusters Score -1662957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1662968.000000 Penalty: 4685.434082
	Iteration 60F: 3 clusters Score -1662968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1662974.750000 Penalty: 4685.434082
	Iteration 61Q: 3 clusters Score -1662975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1662989.000000 Penalty: 4685.434082
	Iteration 62Q: 3 clusters Score -1662989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1662994.625000 Penalty: 4685.434082
	Iteration 63Q: 3 clusters Score -1662995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1663000.000000 Penalty: 4685.434082
	Iteration 64Q: 3 clusters Score -1663000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1663006.500000 Penalty: 4685.434082
	Iteration 65Q: 3 clusters Score -1663006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1663021.125000 Penalty: 4685.434082
	Iteration 66Q: 3 clusters Score -1663021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1663033.875000 Penalty: 4685.434082
	Iteration 67Q: 3 clusters Score -1663034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1663045.375000 Penalty: 4685.434082
	Iteration 68Q: 3 clusters Score -1663045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1663049.250000 Penalty: 4685.434082
	Iteration 69Q: 3 clusters Score -1663049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1663058.125000 Penalty: 4685.434082
	Iteration 70Q: 3 clusters Score -1663058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1663068.875000 Penalty: 4685.434082
	Iteration 71Q: 3 clusters Score -1663069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1663083.875000 Penalty: 4685.434082
	Iteration 72Q: 3 clusters Score -1663084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1663096.000000 Penalty: 4685.434082
	Iteration 73Q: 3 clusters Score -1663096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1663097.000000 Penalty: 4685.434082
	Iteration 74Q: 3 clusters Score -1663097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1663117.750000 Penalty: 4685.434082
	Iteration 75Q: 3 clusters Score -1663118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1663118.125000 Penalty: 4685.434082
	Iteration 76Q: 3 clusters Score -1663118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1663130.750000 Penalty: 4685.434082
	Iteration 77Q: 3 clusters Score -1663131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1663133.500000 Penalty: 4685.434082
	Iteration 78Q: 3 clusters Score -1663134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1663150.250000 Penalty: 4685.434082
	Iteration 79Q: 3 clusters Score -1663150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1663150.000000 Penalty: 4685.434082
	Iteration 80F: 3 clusters Score -1663150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1663162.375000 Penalty: 4685.434082
	Iteration 81Q: 3 clusters Score -1663162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1663164.000000 Penalty: 4685.434082
	Iteration 82Q: 3 clusters Score -1663164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1663166.250000 Penalty: 4685.434082
	Iteration 83Q: 3 clusters Score -1663166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1663173.000000 Penalty: 4685.434082
	Iteration 84Q: 3 clusters Score -1663173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1663179.500000 Penalty: 4685.434082
	Iteration 85Q: 3 clusters Score -1663180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1663191.875000 Penalty: 4685.434082
	Iteration 86Q: 3 clusters Score -1663192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1663197.875000 Penalty: 4685.434082
	Iteration 87Q: 3 clusters Score -1663198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1663205.875000 Penalty: 4685.434082
	Iteration 88Q: 3 clusters Score -1663206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1663210.125000 Penalty: 4685.434082
	Iteration 89Q: 3 clusters Score -1663210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1663211.500000 Penalty: 4685.434082
	Iteration 90Q: 3 clusters Score -1663212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1663216.125000 Penalty: 4685.434082
	Iteration 91Q: 3 clusters Score -1663216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1663221.750000 Penalty: 4685.434082
	Iteration 92Q: 3 clusters Score -1663222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1663223.750000 Penalty: 4685.434082
	Iteration 93Q: 3 clusters Score -1663224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1663233.500000 Penalty: 4685.434082
	Iteration 94Q: 3 clusters Score -1663234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1663239.875000 Penalty: 4685.434082
	Iteration 95Q: 3 clusters Score -1663240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1663249.500000 Penalty: 4685.434082
	Iteration 96Q: 3 clusters Score -1663250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1663253.750000 Penalty: 4685.434082
	Iteration 97Q: 3 clusters Score -1663254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1663258.000000 Penalty: 4685.434082
	Iteration 98Q: 3 clusters Score -1663258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1663259.875000 Penalty: 4685.434082
	Iteration 99Q: 3 clusters Score -1663260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1663265.625000 Penalty: 4685.434082
	Iteration 100F: 3 clusters Score -1663266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1663265.125000 Penalty: 4685.434082
	Iteration 101Q: 3 clusters Score -1663265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1663263.875000 Penalty: 4685.434082
	Iteration 102Q: 3 clusters Score -1663264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1663271.125000 Penalty: 4685.434082
	Iteration 103Q: 3 clusters Score -1663271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1663271.125000 Penalty: 4685.434082
	Iteration 104Q: 3 clusters Score -1663271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1663274.125000 Penalty: 4685.434082
	Iteration 105Q: 3 clusters Score -1663274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1663274.125000 Penalty: 4685.434082
	Iteration 106F: 3 clusters Score -1663274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 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 371 members 
Entering Unmasked Estep 
Score: -74110.359375 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74110.36 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74562.789062 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74562.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74996.437500 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -74996.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75269.742188 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75269.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -75410.859375 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -75410.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75493.359375 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -75493.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75553.171875 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -75553.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75567.109375 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -75567.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75568.007812 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -75568.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75568.007812 Penalty: 3261.237549
	Iteration 9F: 3 clusters Score -75568.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Entering Unmasked Estep 
Score: -534850.187500 Penalty: 2069.967285
	Iteration 0F: 2 clusters Score -534850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -530926.562500 Penalty: 4139.934570
	Iteration 0F: 3 clusters Score -530926.6 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -531984.750000 Penalty: 4139.934570
	Iteration 1F: 3 clusters Score -531984.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -532330.500000 Penalty: 4139.934570
	Iteration 2F: 3 clusters Score -532330.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -532579.812500 Penalty: 4139.934570
	Iteration 3F: 3 clusters Score -532579.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -532757.562500 Penalty: 4139.934570
	Iteration 4Q: 3 clusters Score -532757.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -532956.312500 Penalty: 4139.934570
	Iteration 5Q: 3 clusters Score -532956.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -533185.562500 Penalty: 4139.934570
	Iteration 6Q: 3 clusters Score -533185.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -533515.437500 Penalty: 4139.934570
	Iteration 7F: 3 clusters Score -533515.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -533898.750000 Penalty: 4139.934570
	Iteration 8F: 3 clusters Score -533898.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -534321.000000 Penalty: 4139.934570
	Iteration 9F: 3 clusters Score -534321 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -534593.625000 Penalty: 4139.934570
	Iteration 10F: 3 clusters Score -534593.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -534766.687500 Penalty: 4139.934570
	Iteration 11Q: 3 clusters Score -534766.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -534865.750000 Penalty: 4139.934570
	Iteration 12Q: 3 clusters Score -534865.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -534918.062500 Penalty: 4139.934570
	Iteration 13Q: 3 clusters Score -534918.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -534945.687500 Penalty: 4139.934570
	Iteration 14Q: 3 clusters Score -534945.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -534961.125000 Penalty: 4139.934570
	Iteration 15Q: 3 clusters Score -534961.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -534972.187500 Penalty: 4139.934570
	Iteration 16Q: 3 clusters Score -534972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -534979.125000 Penalty: 4139.934570
	Iteration 17Q: 3 clusters Score -534979.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -534981.062500 Penalty: 4139.934570
	Iteration 18Q: 3 clusters Score -534981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -534982.312500 Penalty: 4139.934570
	Iteration 19Q: 3 clusters Score -534982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -534984.562500 Penalty: 4139.934570
	Iteration 20F: 3 clusters Score -534984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -534986.000000 Penalty: 4139.934570
	Iteration 21Q: 3 clusters Score -534986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -534987.687500 Penalty: 4139.934570
	Iteration 22Q: 3 clusters Score -534987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -534988.000000 Penalty: 4139.934570
	Iteration 23Q: 3 clusters Score -534988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -534988.000000 Penalty: 4139.934570
	Iteration 24F: 3 clusters Score -534988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20759 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184376 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39338 members 
Mstep: Class 15 contains 26023 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78516 members 
Mstep: Class 19 contains 192210 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38823 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 1805 members 
Mstep: Class 27 contains 197121 members 
Mstep: Class 28 contains 1759 members 
Mstep: Class 29 contains 2411 members 
Entering Unmasked Estep 
Score: -133228024.000000 Penalty: 99558.382812
Splitting cluster 26 changes total score from -133229312.000000 to -133228024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (197121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197121 members 
Entering Unmasked Estep 
Score: -26169104.000000 Penalty: 3023.510254
	Iteration 0F: 2 clusters Score -2.61691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -26042374.000000 Penalty: 6047.020508
	Iteration 0F: 3 clusters Score -2.604237e+07 nChanged 94769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -26098050.000000 Penalty: 6047.020508
	Iteration 1F: 3 clusters Score -2.609805e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -26099168.000000 Penalty: 6047.020508
	Iteration 2Q: 3 clusters Score -2.609917e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -26100790.000000 Penalty: 6047.020508
	Iteration 3Q: 3 clusters Score -2.610079e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112106 members 
Mstep: Class 2 contains 85015 members 
Entering Unmasked Estep 
Score: -26103170.000000 Penalty: 6047.020508
	Iteration 4Q: 3 clusters Score -2.610317e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -26107686.000000 Penalty: 6047.020508
	Iteration 5Q: 3 clusters Score -2.610769e+07 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129830 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -26116114.000000 Penalty: 6047.020508
	Iteration 6F: 3 clusters Score -2.611611e+07 nChanged 15931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143149 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -26128938.000000 Penalty: 6047.020508
	Iteration 7F: 3 clusters Score -2.612894e+07 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156340 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -26143986.000000 Penalty: 6047.020508
	Iteration 8F: 3 clusters Score -2.614399e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -26156908.000000 Penalty: 6047.020508
	Iteration 9F: 3 clusters Score -2.615691e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169968 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -26163364.000000 Penalty: 6047.020508
	Iteration 10Q: 3 clusters Score -2.616336e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172493 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -26165236.000000 Penalty: 6047.020508
	Iteration 11Q: 3 clusters Score -2.616524e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174638 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -26165950.000000 Penalty: 6047.020508
	Iteration 12Q: 3 clusters Score -2.616595e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -26166426.000000 Penalty: 6047.020508
	Iteration 13Q: 3 clusters Score -2.616643e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178467 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -26166686.000000 Penalty: 6047.020508
	Iteration 14Q: 3 clusters Score -2.616669e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180162 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -26166874.000000 Penalty: 6047.020508
	Iteration 15Q: 3 clusters Score -2.616687e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181734 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -26167018.000000 Penalty: 6047.020508
	Iteration 16Q: 3 clusters Score -2.616702e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -26167082.000000 Penalty: 6047.020508
	Iteration 17Q: 3 clusters Score -2.616708e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184537 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -26167260.000000 Penalty: 6047.020508
	Iteration 18Q: 3 clusters Score -2.616726e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185753 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -26167312.000000 Penalty: 6047.020508
	Iteration 19Q: 3 clusters Score -2.616731e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186871 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -26167582.000000 Penalty: 6047.020508
	Iteration 20F: 3 clusters Score -2.616758e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187840 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -26167674.000000 Penalty: 6047.020508
	Iteration 21Q: 3 clusters Score -2.616767e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188704 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -26167782.000000 Penalty: 6047.020508
	Iteration 22Q: 3 clusters Score -2.616778e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189465 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -26167746.000000 Penalty: 6047.020508
	Iteration 23Q: 3 clusters Score -2.616775e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190152 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -26167676.000000 Penalty: 6047.020508
	Iteration 24Q: 3 clusters Score -2.616768e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190778 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -26167720.000000 Penalty: 6047.020508
	Iteration 25Q: 3 clusters Score -2.616772e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191301 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -26167682.000000 Penalty: 6047.020508
	Iteration 26Q: 3 clusters Score -2.616768e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191744 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -26167658.000000 Penalty: 6047.020508
	Iteration 27Q: 3 clusters Score -2.616766e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192147 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -26167650.000000 Penalty: 6047.020508
	Iteration 28Q: 3 clusters Score -2.616765e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192510 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -26167648.000000 Penalty: 6047.020508
	Iteration 29Q: 3 clusters Score -2.616765e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192826 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -26167692.000000 Penalty: 6047.020508
	Iteration 30Q: 3 clusters Score -2.616769e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193096 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -26167766.000000 Penalty: 6047.020508
	Iteration 31Q: 3 clusters Score -2.616777e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193333 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -26167672.000000 Penalty: 6047.020508
	Iteration 32Q: 3 clusters Score -2.616767e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193522 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -26167648.000000 Penalty: 6047.020508
	Iteration 33Q: 3 clusters Score -2.616765e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193707 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -26167630.000000 Penalty: 6047.020508
	Iteration 34Q: 3 clusters Score -2.616763e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193835 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -26167590.000000 Penalty: 6047.020508
	Iteration 35Q: 3 clusters Score -2.616759e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193959 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -26167548.000000 Penalty: 6047.020508
	Iteration 36Q: 3 clusters Score -2.616755e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194074 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -26167570.000000 Penalty: 6047.020508
	Iteration 37Q: 3 clusters Score -2.616757e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194181 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -26167544.000000 Penalty: 6047.020508
	Iteration 38Q: 3 clusters Score -2.616754e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194285 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -26167538.000000 Penalty: 6047.020508
	Iteration 39Q: 3 clusters Score -2.616754e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194389 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -26167468.000000 Penalty: 6047.020508
	Iteration 40F: 3 clusters Score -2.616747e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194484 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -26167476.000000 Penalty: 6047.020508
	Iteration 41Q: 3 clusters Score -2.616748e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194564 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -26167440.000000 Penalty: 6047.020508
	Iteration 42Q: 3 clusters Score -2.616744e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194640 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -26167442.000000 Penalty: 6047.020508
	Iteration 43Q: 3 clusters Score -2.616744e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194708 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -26167428.000000 Penalty: 6047.020508
	Iteration 44Q: 3 clusters Score -2.616743e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194767 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -26167440.000000 Penalty: 6047.020508
	Iteration 45Q: 3 clusters Score -2.616744e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194826 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -26167484.000000 Penalty: 6047.020508
	Iteration 46Q: 3 clusters Score -2.616748e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194875 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -26167472.000000 Penalty: 6047.020508
	Iteration 47Q: 3 clusters Score -2.616747e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194926 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -26167490.000000 Penalty: 6047.020508
	Iteration 48Q: 3 clusters Score -2.616749e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194967 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -26167478.000000 Penalty: 6047.020508
	Iteration 49Q: 3 clusters Score -2.616748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195010 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -26167478.000000 Penalty: 6047.020508
	Iteration 50Q: 3 clusters Score -2.616748e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195041 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -26167452.000000 Penalty: 6047.020508
	Iteration 51Q: 3 clusters Score -2.616745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195067 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -26167414.000000 Penalty: 6047.020508
	Iteration 52Q: 3 clusters Score -2.616741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195084 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -26167416.000000 Penalty: 6047.020508
	Iteration 53Q: 3 clusters Score -2.616742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195097 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -26167406.000000 Penalty: 6047.020508
	Iteration 54Q: 3 clusters Score -2.616741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195103 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -26167412.000000 Penalty: 6047.020508
	Iteration 55Q: 3 clusters Score -2.616741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195109 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -26167426.000000 Penalty: 6047.020508
	Iteration 56Q: 3 clusters Score -2.616743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195117 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -26167412.000000 Penalty: 6047.020508
	Iteration 57Q: 3 clusters Score -2.616741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195122 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -26167434.000000 Penalty: 6047.020508
	Iteration 58Q: 3 clusters Score -2.616743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195128 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -26167448.000000 Penalty: 6047.020508
	Iteration 59Q: 3 clusters Score -2.616745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195132 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -26167460.000000 Penalty: 6047.020508
	Iteration 60F: 3 clusters Score -2.616746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195134 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -26167444.000000 Penalty: 6047.020508
	Iteration 61Q: 3 clusters Score -2.616744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195137 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -26167454.000000 Penalty: 6047.020508
	Iteration 62Q: 3 clusters Score -2.616745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195139 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -26167444.000000 Penalty: 6047.020508
	Iteration 63Q: 3 clusters Score -2.616744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195141 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -26167426.000000 Penalty: 6047.020508
	Iteration 64Q: 3 clusters Score -2.616743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195143 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -26167440.000000 Penalty: 6047.020508
	Iteration 65Q: 3 clusters Score -2.616744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195146 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -26167460.000000 Penalty: 6047.020508
	Iteration 66Q: 3 clusters Score -2.616746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195152 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -26167440.000000 Penalty: 6047.020508
	Iteration 67Q: 3 clusters Score -2.616744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195155 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -26167446.000000 Penalty: 6047.020508
	Iteration 68Q: 3 clusters Score -2.616745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195158 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -26167452.000000 Penalty: 6047.020508
	Iteration 69Q: 3 clusters Score -2.616745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195161 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -26167462.000000 Penalty: 6047.020508
	Iteration 70Q: 3 clusters Score -2.616746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195162 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -26167444.000000 Penalty: 6047.020508
	Iteration 71Q: 3 clusters Score -2.616744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195163 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -26167450.000000 Penalty: 6047.020508
	Iteration 72Q: 3 clusters Score -2.616745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195163 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -26167450.000000 Penalty: 6047.020508
	Iteration 73F: 3 clusters Score -2.616745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -228510.593750 Penalty: 1853.180176
	Iteration 0F: 2 clusters Score -228510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -225992.562500 Penalty: 3706.360352
	Iteration 0F: 3 clusters Score -225992.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -226405.312500 Penalty: 3706.360352
	Iteration 1F: 3 clusters Score -226405.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -226542.046875 Penalty: 3706.360352
	Iteration 2F: 3 clusters Score -226542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -226604.078125 Penalty: 3706.360352
	Iteration 3Q: 3 clusters Score -226604.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -226635.000000 Penalty: 3706.360352
	Iteration 4Q: 3 clusters Score -226635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -226657.375000 Penalty: 3706.360352
	Iteration 5Q: 3 clusters Score -226657.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -226670.828125 Penalty: 3706.360352
	Iteration 6Q: 3 clusters Score -226670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226682.281250 Penalty: 3706.360352
	Iteration 7Q: 3 clusters Score -226682.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -226694.421875 Penalty: 3706.360352
	Iteration 8Q: 3 clusters Score -226694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -226702.781250 Penalty: 3706.360352
	Iteration 9Q: 3 clusters Score -226702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -226707.578125 Penalty: 3706.360352
	Iteration 10Q: 3 clusters Score -226707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -226712.468750 Penalty: 3706.360352
	Iteration 11Q: 3 clusters Score -226712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -226717.437500 Penalty: 3706.360352
	Iteration 12Q: 3 clusters Score -226717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -226722.843750 Penalty: 3706.360352
	Iteration 13Q: 3 clusters Score -226722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -226728.640625 Penalty: 3706.360352
	Iteration 14Q: 3 clusters Score -226728.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -226731.609375 Penalty: 3706.360352
	Iteration 15Q: 3 clusters Score -226731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -226732.968750 Penalty: 3706.360352
	Iteration 16Q: 3 clusters Score -226733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -226735.062500 Penalty: 3706.360352
	Iteration 17Q: 3 clusters Score -226735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -226736.578125 Penalty: 3706.360352
	Iteration 18Q: 3 clusters Score -226736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -226738.906250 Penalty: 3706.360352
	Iteration 19Q: 3 clusters Score -226738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -226739.359375 Penalty: 3706.360352
	Iteration 20F: 3 clusters Score -226739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20759 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184376 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39338 members 
Mstep: Class 15 contains 26023 members 
Mstep: Class 16 contains 68949 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78516 members 
Mstep: Class 19 contains 192210 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38823 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 197121 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229376.000000 Penalty: 96125.335938
Iteration 359Q: 29 clusters Score -1.332294e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20779 members 
Mstep: Class 3 contains 23895 members 
Mstep: Class 4 contains 45845 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184399 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41355 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39339 members 
Mstep: Class 15 contains 26024 members 
Mstep: Class 16 contains 68948 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78512 members 
Mstep: Class 19 contains 192208 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38826 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 197089 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229496.000000 Penalty: 96125.335938
Iteration 360F: 29 clusters Score -1.332295e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20799 members 
Mstep: Class 3 contains 23895 members 
Mstep: Class 4 contains 45842 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184419 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41355 members 
Mstep: Class 12 contains 6522 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39340 members 
Mstep: Class 15 contains 26025 members 
Mstep: Class 16 contains 68948 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78509 members 
Mstep: Class 19 contains 192204 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38827 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 197056 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229424.000000 Penalty: 96125.335938
Iteration 361Q: 29 clusters Score -1.332294e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20815 members 
Mstep: Class 3 contains 23899 members 
Mstep: Class 4 contains 45838 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 19161 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 184450 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41352 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39342 members 
Mstep: Class 15 contains 26025 members 
Mstep: Class 16 contains 68952 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78507 members 
Mstep: Class 19 contains 192204 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38825 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 197012 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229472.000000 Penalty: 96125.335938
Iteration 362Q: 29 clusters Score -1.332295e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20820 members 
Mstep: Class 3 contains 23895 members 
Mstep: Class 4 contains 45835 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184478 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41346 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39340 members 
Mstep: Class 15 contains 26028 members 
Mstep: Class 16 contains 68964 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78501 members 
Mstep: Class 19 contains 192204 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38820 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 196994 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229552.000000 Penalty: 96125.335938
Iteration 363Q: 29 clusters Score -1.332296e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20833 members 
Mstep: Class 3 contains 23896 members 
Mstep: Class 4 contains 45834 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184479 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41345 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39341 members 
Mstep: Class 15 contains 26029 members 
Mstep: Class 16 contains 68969 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78490 members 
Mstep: Class 19 contains 192208 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38821 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 196976 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229584.000000 Penalty: 96125.335938
Iteration 364Q: 29 clusters Score -1.332296e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20850 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 45832 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 19165 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184489 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41342 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39339 members 
Mstep: Class 15 contains 26028 members 
Mstep: Class 16 contains 68976 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78483 members 
Mstep: Class 19 contains 192209 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38818 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 196958 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229680.000000 Penalty: 96125.335938
Iteration 365Q: 29 clusters Score -1.332297e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 20870 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 45831 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 19165 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184484 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41344 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39336 members 
Mstep: Class 15 contains 26025 members 
Mstep: Class 16 contains 68981 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78475 members 
Mstep: Class 19 contains 192217 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 38818 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 196946 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229744.000000 Penalty: 96125.335938
Iteration 366Q: 29 clusters Score -1.332297e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 20884 members 
Mstep: Class 3 contains 23895 members 
Mstep: Class 4 contains 45832 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19163 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184469 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41341 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 15 contains 26026 members 
Mstep: Class 16 contains 68990 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78466 members 
Mstep: Class 19 contains 192221 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38820 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 196955 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229456.000000 Penalty: 96125.335938
Iteration 367Q: 29 clusters Score -1.332295e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 20899 members 
Mstep: Class 3 contains 23896 members 
Mstep: Class 4 contains 45835 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184450 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41347 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 26027 members 
Mstep: Class 16 contains 68994 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78462 members 
Mstep: Class 19 contains 192223 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38825 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196951 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229584.000000 Penalty: 96125.335938
Iteration 368Q: 29 clusters Score -1.332296e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 20914 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 45838 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19165 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184430 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41353 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 26030 members 
Mstep: Class 16 contains 68992 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78457 members 
Mstep: Class 19 contains 192225 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38828 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 196947 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229472.000000 Penalty: 96125.335938
Iteration 369Q: 29 clusters Score -1.332295e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 20933 members 
Mstep: Class 3 contains 23897 members 
Mstep: Class 4 contains 45840 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19165 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184421 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41353 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 26033 members 
Mstep: Class 16 contains 68990 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78447 members 
Mstep: Class 19 contains 192226 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38834 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196943 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229504.000000 Penalty: 96125.335938
Iteration 370Q: 29 clusters Score -1.332295e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 20955 members 
Mstep: Class 3 contains 23903 members 
Mstep: Class 4 contains 45840 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19168 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184403 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41357 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 26038 members 
Mstep: Class 16 contains 68971 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78433 members 
Mstep: Class 19 contains 192228 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38838 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 196952 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229544.000000 Penalty: 96125.335938
Iteration 371Q: 29 clusters Score -1.332295e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 20979 members 
Mstep: Class 3 contains 23903 members 
Mstep: Class 4 contains 45841 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19166 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184360 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41360 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 26037 members 
Mstep: Class 16 contains 68978 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78419 members 
Mstep: Class 19 contains 192232 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38840 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 196972 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229752.000000 Penalty: 96125.335938
Iteration 372Q: 29 clusters Score -1.332298e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21008 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19168 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184333 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41361 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 26041 members 
Mstep: Class 16 contains 68978 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78407 members 
Mstep: Class 19 contains 192228 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38838 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 196983 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229784.000000 Penalty: 96125.335938
Iteration 373Q: 29 clusters Score -1.332298e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21036 members 
Mstep: Class 3 contains 23903 members 
Mstep: Class 4 contains 45830 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19172 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184314 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41362 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 26037 members 
Mstep: Class 16 contains 68977 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78394 members 
Mstep: Class 19 contains 192227 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38844 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 196991 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229728.000000 Penalty: 96125.335938
Iteration 374Q: 29 clusters Score -1.332297e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21057 members 
Mstep: Class 3 contains 23901 members 
Mstep: Class 4 contains 45826 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19177 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184285 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41370 members 
Mstep: Class 12 contains 6505 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 26038 members 
Mstep: Class 16 contains 68970 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78373 members 
Mstep: Class 19 contains 192225 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38852 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 197014 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229856.000000 Penalty: 96125.335938
Iteration 375Q: 29 clusters Score -1.332299e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21081 members 
Mstep: Class 3 contains 23902 members 
Mstep: Class 4 contains 45823 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19176 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184237 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41373 members 
Mstep: Class 12 contains 6503 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 26038 members 
Mstep: Class 16 contains 68968 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78361 members 
Mstep: Class 19 contains 192224 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38860 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 197050 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229704.000000 Penalty: 96125.335938
Iteration 376Q: 29 clusters Score -1.332297e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21095 members 
Mstep: Class 3 contains 23905 members 
Mstep: Class 4 contains 45823 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184186 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41374 members 
Mstep: Class 12 contains 6501 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 26036 members 
Mstep: Class 16 contains 68973 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78355 members 
Mstep: Class 19 contains 192226 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38865 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 197079 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229776.000000 Penalty: 96125.335938
Iteration 377Q: 29 clusters Score -1.332298e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21103 members 
Mstep: Class 3 contains 23910 members 
Mstep: Class 4 contains 45827 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184157 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41377 members 
Mstep: Class 12 contains 6499 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 26036 members 
Mstep: Class 16 contains 68974 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78347 members 
Mstep: Class 19 contains 192228 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38876 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 197083 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229872.000000 Penalty: 96125.335938
Iteration 378Q: 29 clusters Score -1.332299e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21112 members 
Mstep: Class 3 contains 23914 members 
Mstep: Class 4 contains 45822 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19187 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184128 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41378 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 26036 members 
Mstep: Class 16 contains 68976 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78341 members 
Mstep: Class 19 contains 192231 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38881 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 197093 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229936.000000 Penalty: 96125.335938
Iteration 379Q: 29 clusters Score -1.332299e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21123 members 
Mstep: Class 3 contains 23923 members 
Mstep: Class 4 contains 45814 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19189 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184100 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41381 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 26038 members 
Mstep: Class 16 contains 68975 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78334 members 
Mstep: Class 19 contains 192225 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38886 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197113 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229912.000000 Penalty: 96125.335938
Iteration 380F: 29 clusters Score -1.332299e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 23928 members 
Mstep: Class 4 contains 45814 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19187 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184065 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41387 members 
Mstep: Class 12 contains 6494 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39323 members 
Mstep: Class 15 contains 26040 members 
Mstep: Class 16 contains 68969 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78323 members 
Mstep: Class 19 contains 192224 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38900 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197130 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229792.000000 Penalty: 96125.335938
Iteration 381Q: 29 clusters Score -1.332298e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21153 members 
Mstep: Class 3 contains 23927 members 
Mstep: Class 4 contains 45813 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19192 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184053 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41389 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 15 contains 26035 members 
Mstep: Class 16 contains 68969 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78302 members 
Mstep: Class 19 contains 192223 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38905 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197144 members 
Mstep: Class 28 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229752.000000 Penalty: 96125.335938
Iteration 382Q: 29 clusters Score -1.332298e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21160 members 
Mstep: Class 3 contains 23925 members 
Mstep: Class 4 contains 45813 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19192 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184036 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41395 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 26035 members 
Mstep: Class 16 contains 68974 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78289 members 
Mstep: Class 19 contains 192223 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38916 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197145 members 
Mstep: Class 28 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229800.000000 Penalty: 96125.335938
Iteration 383Q: 29 clusters Score -1.332298e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21166 members 
Mstep: Class 3 contains 23929 members 
Mstep: Class 4 contains 45809 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19194 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184028 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41401 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39328 members 
Mstep: Class 15 contains 26031 members 
Mstep: Class 16 contains 68974 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78277 members 
Mstep: Class 19 contains 192225 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38922 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197144 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229848.000000 Penalty: 96125.335938
Iteration 384Q: 29 clusters Score -1.332298e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21171 members 
Mstep: Class 3 contains 23929 members 
Mstep: Class 4 contains 45808 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19196 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184019 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41409 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 26030 members 
Mstep: Class 16 contains 68975 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78270 members 
Mstep: Class 19 contains 192227 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38926 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197140 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229864.000000 Penalty: 96125.335938
Iteration 385Q: 29 clusters Score -1.332299e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21177 members 
Mstep: Class 3 contains 23931 members 
Mstep: Class 4 contains 45803 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19200 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 184005 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41414 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 26030 members 
Mstep: Class 16 contains 68979 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78261 members 
Mstep: Class 19 contains 192227 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38930 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197145 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230048.000000 Penalty: 96125.335938
Iteration 386Q: 29 clusters Score -1.3323e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21184 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 45799 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19202 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183992 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41420 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 26032 members 
Mstep: Class 16 contains 68980 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78253 members 
Mstep: Class 19 contains 192230 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38935 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197141 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229968.000000 Penalty: 96125.335938
Iteration 387Q: 29 clusters Score -1.3323e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21191 members 
Mstep: Class 3 contains 23937 members 
Mstep: Class 4 contains 45797 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19207 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183973 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41423 members 
Mstep: Class 12 contains 6493 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 26038 members 
Mstep: Class 16 contains 68984 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78252 members 
Mstep: Class 19 contains 192232 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38938 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197132 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230144.000000 Penalty: 96125.335938
Iteration 388Q: 29 clusters Score -1.332301e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21202 members 
Mstep: Class 3 contains 23940 members 
Mstep: Class 4 contains 45795 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19210 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183931 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41432 members 
Mstep: Class 12 contains 6491 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39327 members 
Mstep: Class 15 contains 26046 members 
Mstep: Class 16 contains 68983 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78255 members 
Mstep: Class 19 contains 192234 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38942 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197136 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230016.000000 Penalty: 96125.335938
Iteration 389Q: 29 clusters Score -1.3323e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21218 members 
Mstep: Class 3 contains 23941 members 
Mstep: Class 4 contains 45795 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183895 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41433 members 
Mstep: Class 12 contains 6490 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 26053 members 
Mstep: Class 16 contains 68982 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78248 members 
Mstep: Class 19 contains 192237 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38947 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197144 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229984.000000 Penalty: 96125.335938
Iteration 390Q: 29 clusters Score -1.3323e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21236 members 
Mstep: Class 3 contains 23942 members 
Mstep: Class 4 contains 45790 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183858 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41435 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 15 contains 26056 members 
Mstep: Class 16 contains 68985 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78235 members 
Mstep: Class 19 contains 192236 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38944 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197175 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229896.000000 Penalty: 96125.335938
Iteration 391Q: 29 clusters Score -1.332299e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21247 members 
Mstep: Class 3 contains 23942 members 
Mstep: Class 4 contains 45787 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19218 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183816 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 41431 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 26055 members 
Mstep: Class 16 contains 68992 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78228 members 
Mstep: Class 19 contains 192237 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38950 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197202 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229768.000000 Penalty: 96125.335938
Iteration 392Q: 29 clusters Score -1.332298e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21257 members 
Mstep: Class 3 contains 23945 members 
Mstep: Class 4 contains 45785 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19223 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183783 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 41437 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39335 members 
Mstep: Class 15 contains 26055 members 
Mstep: Class 16 contains 69004 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78219 members 
Mstep: Class 19 contains 192235 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38953 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 197209 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229896.000000 Penalty: 96125.335938
Iteration 393Q: 29 clusters Score -1.332299e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21264 members 
Mstep: Class 3 contains 23948 members 
Mstep: Class 4 contains 45783 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19228 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183738 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41444 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39336 members 
Mstep: Class 15 contains 26057 members 
Mstep: Class 16 contains 69008 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78212 members 
Mstep: Class 19 contains 192238 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38958 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4210 members 
Mstep: Class 27 contains 197229 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229864.000000 Penalty: 96125.335938
Iteration 394Q: 29 clusters Score -1.332299e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 23950 members 
Mstep: Class 4 contains 45783 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19230 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183695 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41455 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39341 members 
Mstep: Class 15 contains 26059 members 
Mstep: Class 16 contains 69019 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78206 members 
Mstep: Class 19 contains 192239 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38961 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4210 members 
Mstep: Class 27 contains 197231 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229864.000000 Penalty: 96125.335938
Iteration 395Q: 29 clusters Score -1.332299e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21284 members 
Mstep: Class 3 contains 23950 members 
Mstep: Class 4 contains 45779 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19236 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183679 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41463 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39341 members 
Mstep: Class 15 contains 26058 members 
Mstep: Class 16 contains 69022 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78198 members 
Mstep: Class 19 contains 192236 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38960 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 197236 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229864.000000 Penalty: 96125.335938
Iteration 396Q: 29 clusters Score -1.332299e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 23953 members 
Mstep: Class 4 contains 45779 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19241 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183655 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41469 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39344 members 
Mstep: Class 15 contains 26058 members 
Mstep: Class 16 contains 69024 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78187 members 
Mstep: Class 19 contains 192237 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38957 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197239 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229936.000000 Penalty: 96125.335938
Iteration 397Q: 29 clusters Score -1.332299e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21309 members 
Mstep: Class 3 contains 23953 members 
Mstep: Class 4 contains 45776 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183621 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41475 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 26057 members 
Mstep: Class 16 contains 69035 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78181 members 
Mstep: Class 19 contains 192236 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38958 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 197245 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229920.000000 Penalty: 96125.335938
Iteration 398Q: 29 clusters Score -1.332299e+08 nChanged 186
Entering ConstructFrom: 
Score: -133229920.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -679497.625000 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -679497.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -674778.312500 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -674778.3 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -675998.625000 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -675998.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -676265.875000 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -676265.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -676508.875000 Penalty: 4257.158691
	Iteration 3Q: 3 clusters Score -676508.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -676729.125000 Penalty: 4257.158691
	Iteration 4Q: 3 clusters Score -676729.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -676924.687500 Penalty: 4257.158691
	Iteration 5Q: 3 clusters Score -676924.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -677083.062500 Penalty: 4257.158691
	Iteration 6Q: 3 clusters Score -677083.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -677221.875000 Penalty: 4257.158691
	Iteration 7Q: 3 clusters Score -677221.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -677351.875000 Penalty: 4257.158691
	Iteration 8Q: 3 clusters Score -677351.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -677482.250000 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -677482.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -677610.937500 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -677610.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -677729.625000 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -677729.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -677833.937500 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -677833.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -677931.562500 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -677931.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -677992.687500 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -677992.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -678048.000000 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -678048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -678090.687500 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -678090.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -678123.625000 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -678123.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -678150.375000 Penalty: 4257.158691
	Iteration 18Q: 3 clusters Score -678150.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -678165.750000 Penalty: 4257.158691
	Iteration 19Q: 3 clusters Score -678165.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -678177.750000 Penalty: 4257.158691
	Iteration 20F: 3 clusters Score -678177.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -678193.437500 Penalty: 4257.158691
	Iteration 21Q: 3 clusters Score -678193.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -678206.437500 Penalty: 4257.158691
	Iteration 22Q: 3 clusters Score -678206.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -678215.812500 Penalty: 4257.158691
	Iteration 23Q: 3 clusters Score -678215.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -678223.125000 Penalty: 4257.158691
	Iteration 24Q: 3 clusters Score -678223.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -678230.437500 Penalty: 4257.158691
	Iteration 25Q: 3 clusters Score -678230.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -678235.875000 Penalty: 4257.158691
	Iteration 26Q: 3 clusters Score -678235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -678237.875000 Penalty: 4257.158691
	Iteration 27Q: 3 clusters Score -678237.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -678240.937500 Penalty: 4257.158691
	Iteration 28Q: 3 clusters Score -678240.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -678245.000000 Penalty: 4257.158691
	Iteration 29Q: 3 clusters Score -678245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -678245.625000 Penalty: 4257.158691
	Iteration 30Q: 3 clusters Score -678245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -678245.625000 Penalty: 4257.158691
	Iteration 31F: 3 clusters Score -678245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Entering Unmasked Estep 
Score: -2865475.750000 Penalty: 2471.950439
	Iteration 0F: 2 clusters Score -2865476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2850637.750000 Penalty: 4943.900879
	Iteration 0F: 3 clusters Score -2850638 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2856365.250000 Penalty: 4943.900879
	Iteration 1F: 3 clusters Score -2856365 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2858317.250000 Penalty: 4943.900879
	Iteration 2F: 3 clusters Score -2858317 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2860472.750000 Penalty: 4943.900879
	Iteration 3F: 3 clusters Score -2860473 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2862299.250000 Penalty: 4943.900879
	Iteration 4F: 3 clusters Score -2862299 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2863603.750000 Penalty: 4943.900879
	Iteration 5F: 3 clusters Score -2863604 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2864461.750000 Penalty: 4943.900879
	Iteration 6F: 3 clusters Score -2864462 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2865035.750000 Penalty: 4943.900879
	Iteration 7Q: 3 clusters Score -2865036 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2865450.500000 Penalty: 4943.900879
	Iteration 8Q: 3 clusters Score -2865450 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2865707.750000 Penalty: 4943.900879
	Iteration 9Q: 3 clusters Score -2865708 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2865916.000000 Penalty: 4943.900879
	Iteration 10Q: 3 clusters Score -2865916 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2866070.250000 Penalty: 4943.900879
	Iteration 11Q: 3 clusters Score -2866070 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2866172.250000 Penalty: 4943.900879
	Iteration 12Q: 3 clusters Score -2866172 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2866222.250000 Penalty: 4943.900879
	Iteration 13Q: 3 clusters Score -2866222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2866246.750000 Penalty: 4943.900879
	Iteration 14Q: 3 clusters Score -2866247 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2866267.250000 Penalty: 4943.900879
	Iteration 15Q: 3 clusters Score -2866267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2866277.000000 Penalty: 4943.900879
	Iteration 16Q: 3 clusters Score -2866277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2866282.000000 Penalty: 4943.900879
	Iteration 17Q: 3 clusters Score -2866282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2866282.500000 Penalty: 4943.900879
	Iteration 18Q: 3 clusters Score -2866282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2866280.500000 Penalty: 4943.900879
	Iteration 19Q: 3 clusters Score -2866280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2866280.000000 Penalty: 4943.900879
	Iteration 20F: 3 clusters Score -2866280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2866281.000000 Penalty: 4943.900879
	Iteration 21Q: 3 clusters Score -2866281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2866288.000000 Penalty: 4943.900879
	Iteration 22Q: 3 clusters Score -2866288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2866286.500000 Penalty: 4943.900879
	Iteration 23Q: 3 clusters Score -2866286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2866290.250000 Penalty: 4943.900879
	Iteration 24Q: 3 clusters Score -2866290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2866283.250000 Penalty: 4943.900879
	Iteration 25Q: 3 clusters Score -2866283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2866288.250000 Penalty: 4943.900879
	Iteration 26Q: 3 clusters Score -2866288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2866288.500000 Penalty: 4943.900879
	Iteration 27Q: 3 clusters Score -2866288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2866290.000000 Penalty: 4943.900879
	Iteration 28Q: 3 clusters Score -2866290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2866290.500000 Penalty: 4943.900879
	Iteration 29Q: 3 clusters Score -2866290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2866293.250000 Penalty: 4943.900879
	Iteration 30Q: 3 clusters Score -2866293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2866291.500000 Penalty: 4943.900879
	Iteration 31Q: 3 clusters Score -2866292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2866291.500000 Penalty: 4943.900879
	Iteration 32F: 3 clusters Score -2866292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 19876 members 
Mstep: Class 3 contains 23956 members 
Mstep: Class 4 contains 45775 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183613 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41479 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 26054 members 
Mstep: Class 16 contains 69046 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78174 members 
Mstep: Class 19 contains 192235 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38963 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 197229 members 
Mstep: Class 28 contains 1760 members 
Mstep: Class 29 contains 1447 members 
Entering Unmasked Estep 
Score: -133229864.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133229920.000000 to -133229864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Entering Unmasked Estep 
Score: -3232757.000000 Penalty: 2500.825439
	Iteration 0F: 2 clusters Score -3232757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3216164.000000 Penalty: 5001.650879
	Iteration 0F: 3 clusters Score -3216164 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3221844.250000 Penalty: 5001.650879
	Iteration 1F: 3 clusters Score -3221844 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3222259.500000 Penalty: 5001.650879
	Iteration 2F: 3 clusters Score -3222260 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3222569.000000 Penalty: 5001.650879
	Iteration 3Q: 3 clusters Score -3222569 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3222793.250000 Penalty: 5001.650879
	Iteration 4Q: 3 clusters Score -3222793 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3222976.250000 Penalty: 5001.650879
	Iteration 5Q: 3 clusters Score -3222976 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3223128.750000 Penalty: 5001.650879
	Iteration 6Q: 3 clusters Score -3223129 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3223308.750000 Penalty: 5001.650879
	Iteration 7Q: 3 clusters Score -3223309 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3223536.500000 Penalty: 5001.650879
	Iteration 8Q: 3 clusters Score -3223536 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3223802.250000 Penalty: 5001.650879
	Iteration 9Q: 3 clusters Score -3223802 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3224213.250000 Penalty: 5001.650879
	Iteration 10Q: 3 clusters Score -3224213 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3224782.500000 Penalty: 5001.650879
	Iteration 11Q: 3 clusters Score -3224782 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3225582.500000 Penalty: 5001.650879
	Iteration 12F: 3 clusters Score -3225582 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3226584.000000 Penalty: 5001.650879
	Iteration 13F: 3 clusters Score -3226584 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3227637.250000 Penalty: 5001.650879
	Iteration 14F: 3 clusters Score -3227637 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3228510.500000 Penalty: 5001.650879
	Iteration 15Q: 3 clusters Score -3228510 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3229103.250000 Penalty: 5001.650879
	Iteration 16Q: 3 clusters Score -3229103 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3229413.750000 Penalty: 5001.650879
	Iteration 17Q: 3 clusters Score -3229414 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3229596.000000 Penalty: 5001.650879
	Iteration 18Q: 3 clusters Score -3229596 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3229740.250000 Penalty: 5001.650879
	Iteration 19Q: 3 clusters Score -3229740 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3229841.750000 Penalty: 5001.650879
	Iteration 20F: 3 clusters Score -3229842 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3229928.000000 Penalty: 5001.650879
	Iteration 21Q: 3 clusters Score -3229928 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3229997.500000 Penalty: 5001.650879
	Iteration 22Q: 3 clusters Score -3229998 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3230089.750000 Penalty: 5001.650879
	Iteration 23Q: 3 clusters Score -3230090 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3230139.000000 Penalty: 5001.650879
	Iteration 24Q: 3 clusters Score -3230139 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3230188.250000 Penalty: 5001.650879
	Iteration 25Q: 3 clusters Score -3230188 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3230212.750000 Penalty: 5001.650879
	Iteration 26Q: 3 clusters Score -3230213 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3230240.500000 Penalty: 5001.650879
	Iteration 27Q: 3 clusters Score -3230240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3230279.750000 Penalty: 5001.650879
	Iteration 28Q: 3 clusters Score -3230280 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3230297.250000 Penalty: 5001.650879
	Iteration 29Q: 3 clusters Score -3230297 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3230343.000000 Penalty: 5001.650879
	Iteration 30Q: 3 clusters Score -3230343 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3230365.750000 Penalty: 5001.650879
	Iteration 31Q: 3 clusters Score -3230366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3230392.250000 Penalty: 5001.650879
	Iteration 32Q: 3 clusters Score -3230392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3230419.000000 Penalty: 5001.650879
	Iteration 33Q: 3 clusters Score -3230419 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3230438.500000 Penalty: 5001.650879
	Iteration 34Q: 3 clusters Score -3230438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3230447.250000 Penalty: 5001.650879
	Iteration 35Q: 3 clusters Score -3230447 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3230465.000000 Penalty: 5001.650879
	Iteration 36Q: 3 clusters Score -3230465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3230481.250000 Penalty: 5001.650879
	Iteration 37Q: 3 clusters Score -3230481 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3230500.750000 Penalty: 5001.650879
	Iteration 38Q: 3 clusters Score -3230501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3230505.000000 Penalty: 5001.650879
	Iteration 39Q: 3 clusters Score -3230505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3230522.000000 Penalty: 5001.650879
	Iteration 40F: 3 clusters Score -3230522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3230531.750000 Penalty: 5001.650879
	Iteration 41Q: 3 clusters Score -3230532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3230537.750000 Penalty: 5001.650879
	Iteration 42Q: 3 clusters Score -3230538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3230544.250000 Penalty: 5001.650879
	Iteration 43Q: 3 clusters Score -3230544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3230547.000000 Penalty: 5001.650879
	Iteration 44Q: 3 clusters Score -3230547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3230555.250000 Penalty: 5001.650879
	Iteration 45Q: 3 clusters Score -3230555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3230556.500000 Penalty: 5001.650879
	Iteration 46Q: 3 clusters Score -3230556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3230572.250000 Penalty: 5001.650879
	Iteration 47Q: 3 clusters Score -3230572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3230581.000000 Penalty: 5001.650879
	Iteration 48Q: 3 clusters Score -3230581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3230580.250000 Penalty: 5001.650879
	Iteration 49Q: 3 clusters Score -3230580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3230583.500000 Penalty: 5001.650879
	Iteration 50Q: 3 clusters Score -3230584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3230584.250000 Penalty: 5001.650879
	Iteration 51Q: 3 clusters Score -3230584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3230587.500000 Penalty: 5001.650879
	Iteration 52Q: 3 clusters Score -3230588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3230592.750000 Penalty: 5001.650879
	Iteration 53Q: 3 clusters Score -3230593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3230597.000000 Penalty: 5001.650879
	Iteration 54Q: 3 clusters Score -3230597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3230602.250000 Penalty: 5001.650879
	Iteration 55Q: 3 clusters Score -3230602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3230603.250000 Penalty: 5001.650879
	Iteration 56Q: 3 clusters Score -3230603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3230598.750000 Penalty: 5001.650879
	Iteration 57Q: 3 clusters Score -3230599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3230595.500000 Penalty: 5001.650879
	Iteration 58Q: 3 clusters Score -3230596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3230596.000000 Penalty: 5001.650879
	Iteration 59Q: 3 clusters Score -3230596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3230601.750000 Penalty: 5001.650879
	Iteration 60F: 3 clusters Score -3230602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3230607.250000 Penalty: 5001.650879
	Iteration 61Q: 3 clusters Score -3230607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3230608.250000 Penalty: 5001.650879
	Iteration 62Q: 3 clusters Score -3230608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3230617.750000 Penalty: 5001.650879
	Iteration 63Q: 3 clusters Score -3230618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3230620.000000 Penalty: 5001.650879
	Iteration 64Q: 3 clusters Score -3230620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3230622.000000 Penalty: 5001.650879
	Iteration 65Q: 3 clusters Score -3230622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3230618.750000 Penalty: 5001.650879
	Iteration 66Q: 3 clusters Score -3230619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3230622.750000 Penalty: 5001.650879
	Iteration 67Q: 3 clusters Score -3230623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3230616.500000 Penalty: 5001.650879
	Iteration 68Q: 3 clusters Score -3230616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3230620.000000 Penalty: 5001.650879
	Iteration 69Q: 3 clusters Score -3230620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3230628.250000 Penalty: 5001.650879
	Iteration 70Q: 3 clusters Score -3230628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3230630.250000 Penalty: 5001.650879
	Iteration 71Q: 3 clusters Score -3230630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3230628.250000 Penalty: 5001.650879
	Iteration 72Q: 3 clusters Score -3230628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3230628.250000 Penalty: 5001.650879
	Iteration 73F: 3 clusters Score -3230628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Entering Unmasked Estep 
Score: -5954702.500000 Penalty: 2661.410156
	Iteration 0F: 2 clusters Score -5954702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5923564.500000 Penalty: 5322.820312
	Iteration 0F: 3 clusters Score -5923564 nChanged 21145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5935629.000000 Penalty: 5322.820312
	Iteration 1F: 3 clusters Score -5935629 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -5936434.500000 Penalty: 5322.820312
	Iteration 2Q: 3 clusters Score -5936434 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -5937312.500000 Penalty: 5322.820312
	Iteration 3Q: 3 clusters Score -5937312 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -5938551.500000 Penalty: 5322.820312
	Iteration 4F: 3 clusters Score -5938552 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -5940240.000000 Penalty: 5322.820312
	Iteration 5F: 3 clusters Score -5940240 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -5942388.000000 Penalty: 5322.820312
	Iteration 6F: 3 clusters Score -5942388 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -5945021.000000 Penalty: 5322.820312
	Iteration 7F: 3 clusters Score -5945021 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -5947669.000000 Penalty: 5322.820312
	Iteration 8F: 3 clusters Score -5947669 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -5949976.500000 Penalty: 5322.820312
	Iteration 9Q: 3 clusters Score -5949976 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -5951354.000000 Penalty: 5322.820312
	Iteration 10Q: 3 clusters Score -5951354 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -5951918.500000 Penalty: 5322.820312
	Iteration 11Q: 3 clusters Score -5951918 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -5952137.000000 Penalty: 5322.820312
	Iteration 12Q: 3 clusters Score -5952137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -5952231.500000 Penalty: 5322.820312
	Iteration 13Q: 3 clusters Score -5952232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -5952278.500000 Penalty: 5322.820312
	Iteration 14Q: 3 clusters Score -5952278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -5952314.500000 Penalty: 5322.820312
	Iteration 15Q: 3 clusters Score -5952314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -5952341.000000 Penalty: 5322.820312
	Iteration 16Q: 3 clusters Score -5952341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -5952346.000000 Penalty: 5322.820312
	Iteration 17Q: 3 clusters Score -5952346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -5952363.000000 Penalty: 5322.820312
	Iteration 18Q: 3 clusters Score -5952363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -5952367.500000 Penalty: 5322.820312
	Iteration 19Q: 3 clusters Score -5952368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -5952367.500000 Penalty: 5322.820312
	Iteration 20F: 3 clusters Score -5952368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -5952373.500000 Penalty: 5322.820312
	Iteration 21Q: 3 clusters Score -5952374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -5952373.000000 Penalty: 5322.820312
	Iteration 22Q: 3 clusters Score -5952373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5952376.000000 Penalty: 5322.820312
	Iteration 23Q: 3 clusters Score -5952376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -5952375.000000 Penalty: 5322.820312
	Iteration 24Q: 3 clusters Score -5952375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5952379.500000 Penalty: 5322.820312
	Iteration 25Q: 3 clusters Score -5952380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5952379.500000 Penalty: 5322.820312
	Iteration 26F: 3 clusters Score -5952380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -198868.609375 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -198868.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -196703.875000 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -196703.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -197585.765625 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -197585.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -197911.812500 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -197911.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -198168.734375 Penalty: 3680.012695
	Iteration 3F: 3 clusters Score -198168.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -198338.750000 Penalty: 3680.012695
	Iteration 4F: 3 clusters Score -198338.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -198431.328125 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -198431.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -198522.984375 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -198523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -198607.265625 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -198607.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -198643.125000 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -198643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -198655.984375 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -198656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -198658.015625 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -198658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -198661.812500 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -198661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -198664.593750 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -198664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -198664.593750 Penalty: 3680.012695
	Iteration 13F: 3 clusters Score -198664.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -306146.531250 Penalty: 1959.357910
	Iteration 0F: 2 clusters Score -306146.5 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 1298 members 
Entering Unmasked Estep 
Score: -303035.000000 Penalty: 3918.715820
	Iteration 0F: 3 clusters Score -303035 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -303630.937500 Penalty: 3918.715820
	Iteration 1F: 3 clusters Score -303630.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -303788.625000 Penalty: 3918.715820
	Iteration 2F: 3 clusters Score -303788.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -303883.843750 Penalty: 3918.715820
	Iteration 3Q: 3 clusters Score -303883.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -303942.093750 Penalty: 3918.715820
	Iteration 4Q: 3 clusters Score -303942.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -303978.312500 Penalty: 3918.715820
	Iteration 5Q: 3 clusters Score -303978.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -304004.593750 Penalty: 3918.715820
	Iteration 6Q: 3 clusters Score -304004.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -304036.750000 Penalty: 3918.715820
	Iteration 7Q: 3 clusters Score -304036.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -304069.281250 Penalty: 3918.715820
	Iteration 8Q: 3 clusters Score -304069.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -304100.218750 Penalty: 3918.715820
	Iteration 9Q: 3 clusters Score -304100.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -304125.500000 Penalty: 3918.715820
	Iteration 10Q: 3 clusters Score -304125.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -304148.937500 Penalty: 3918.715820
	Iteration 11Q: 3 clusters Score -304148.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -304171.625000 Penalty: 3918.715820
	Iteration 12Q: 3 clusters Score -304171.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -304192.531250 Penalty: 3918.715820
	Iteration 13Q: 3 clusters Score -304192.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -304216.906250 Penalty: 3918.715820
	Iteration 14Q: 3 clusters Score -304216.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -304236.156250 Penalty: 3918.715820
	Iteration 15Q: 3 clusters Score -304236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -304247.500000 Penalty: 3918.715820
	Iteration 16Q: 3 clusters Score -304247.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -304261.187500 Penalty: 3918.715820
	Iteration 17Q: 3 clusters Score -304261.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -304279.875000 Penalty: 3918.715820
	Iteration 18Q: 3 clusters Score -304279.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -304298.812500 Penalty: 3918.715820
	Iteration 19Q: 3 clusters Score -304298.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -304324.125000 Penalty: 3918.715820
	Iteration 20F: 3 clusters Score -304324.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -304336.062500 Penalty: 3918.715820
	Iteration 21Q: 3 clusters Score -304336.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -304346.125000 Penalty: 3918.715820
	Iteration 22Q: 3 clusters Score -304346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -304353.031250 Penalty: 3918.715820
	Iteration 23Q: 3 clusters Score -304353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -304357.250000 Penalty: 3918.715820
	Iteration 24Q: 3 clusters Score -304357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -304365.531250 Penalty: 3918.715820
	Iteration 25Q: 3 clusters Score -304365.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -304372.656250 Penalty: 3918.715820
	Iteration 26Q: 3 clusters Score -304372.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -304375.906250 Penalty: 3918.715820
	Iteration 27Q: 3 clusters Score -304375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -304379.625000 Penalty: 3918.715820
	Iteration 28Q: 3 clusters Score -304379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -304380.906250 Penalty: 3918.715820
	Iteration 29Q: 3 clusters Score -304380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -304381.250000 Penalty: 3918.715820
	Iteration 30Q: 3 clusters Score -304381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -304382.468750 Penalty: 3918.715820
	Iteration 31Q: 3 clusters Score -304382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -304382.750000 Penalty: 3918.715820
	Iteration 32Q: 3 clusters Score -304382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -304382.750000 Penalty: 3918.715820
	Iteration 33F: 3 clusters Score -304382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Entering Unmasked Estep 
Score: -2593163.250000 Penalty: 2446.586182
	Iteration 0F: 2 clusters Score -2593163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2579466.750000 Penalty: 4893.172363
	Iteration 0F: 3 clusters Score -2579467 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2583994.750000 Penalty: 4893.172363
	Iteration 1F: 3 clusters Score -2583995 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2584517.500000 Penalty: 4893.172363
	Iteration 2F: 3 clusters Score -2584518 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2584936.250000 Penalty: 4893.172363
	Iteration 3F: 3 clusters Score -2584936 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2585266.500000 Penalty: 4893.172363
	Iteration 4Q: 3 clusters Score -2585266 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2585552.000000 Penalty: 4893.172363
	Iteration 5Q: 3 clusters Score -2585552 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2585803.750000 Penalty: 4893.172363
	Iteration 6Q: 3 clusters Score -2585804 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2586026.250000 Penalty: 4893.172363
	Iteration 7Q: 3 clusters Score -2586026 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2586243.250000 Penalty: 4893.172363
	Iteration 8Q: 3 clusters Score -2586243 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2586422.000000 Penalty: 4893.172363
	Iteration 9Q: 3 clusters Score -2586422 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2586585.250000 Penalty: 4893.172363
	Iteration 10Q: 3 clusters Score -2586585 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2586740.500000 Penalty: 4893.172363
	Iteration 11Q: 3 clusters Score -2586740 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2586887.250000 Penalty: 4893.172363
	Iteration 12Q: 3 clusters Score -2586887 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2587034.750000 Penalty: 4893.172363
	Iteration 13Q: 3 clusters Score -2587035 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2587263.000000 Penalty: 4893.172363
	Iteration 14Q: 3 clusters Score -2587263 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2587568.000000 Penalty: 4893.172363
	Iteration 15Q: 3 clusters Score -2587568 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2587936.000000 Penalty: 4893.172363
	Iteration 16Q: 3 clusters Score -2587936 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2588379.250000 Penalty: 4893.172363
	Iteration 17Q: 3 clusters Score -2588379 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2588842.750000 Penalty: 4893.172363
	Iteration 18Q: 3 clusters Score -2588843 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2589251.000000 Penalty: 4893.172363
	Iteration 19Q: 3 clusters Score -2589251 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2589609.000000 Penalty: 4893.172363
	Iteration 20F: 3 clusters Score -2589609 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2589946.000000 Penalty: 4893.172363
	Iteration 21Q: 3 clusters Score -2589946 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2590272.000000 Penalty: 4893.172363
	Iteration 22Q: 3 clusters Score -2590272 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2590497.750000 Penalty: 4893.172363
	Iteration 23Q: 3 clusters Score -2590498 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2590662.000000 Penalty: 4893.172363
	Iteration 24Q: 3 clusters Score -2590662 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2590827.500000 Penalty: 4893.172363
	Iteration 25Q: 3 clusters Score -2590828 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2591009.250000 Penalty: 4893.172363
	Iteration 26Q: 3 clusters Score -2591009 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2591186.250000 Penalty: 4893.172363
	Iteration 27Q: 3 clusters Score -2591186 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2591353.000000 Penalty: 4893.172363
	Iteration 28Q: 3 clusters Score -2591353 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2591520.500000 Penalty: 4893.172363
	Iteration 29Q: 3 clusters Score -2591520 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2591657.750000 Penalty: 4893.172363
	Iteration 30Q: 3 clusters Score -2591658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2591800.000000 Penalty: 4893.172363
	Iteration 31Q: 3 clusters Score -2591800 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2591938.750000 Penalty: 4893.172363
	Iteration 32Q: 3 clusters Score -2591939 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2592040.500000 Penalty: 4893.172363
	Iteration 33Q: 3 clusters Score -2592040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2592124.250000 Penalty: 4893.172363
	Iteration 34Q: 3 clusters Score -2592124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2592187.500000 Penalty: 4893.172363
	Iteration 35Q: 3 clusters Score -2592188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2592237.500000 Penalty: 4893.172363
	Iteration 36Q: 3 clusters Score -2592238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2592269.000000 Penalty: 4893.172363
	Iteration 37Q: 3 clusters Score -2592269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2592298.750000 Penalty: 4893.172363
	Iteration 38Q: 3 clusters Score -2592299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2592319.250000 Penalty: 4893.172363
	Iteration 39Q: 3 clusters Score -2592319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2592330.750000 Penalty: 4893.172363
	Iteration 40F: 3 clusters Score -2592331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2592351.250000 Penalty: 4893.172363
	Iteration 41Q: 3 clusters Score -2592351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2592355.000000 Penalty: 4893.172363
	Iteration 42Q: 3 clusters Score -2592355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2592359.500000 Penalty: 4893.172363
	Iteration 43Q: 3 clusters Score -2592360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2592358.750000 Penalty: 4893.172363
	Iteration 44Q: 3 clusters Score -2592359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2592360.500000 Penalty: 4893.172363
	Iteration 45Q: 3 clusters Score -2592360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2592360.500000 Penalty: 4893.172363
	Iteration 46Q: 3 clusters Score -2592360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2592360.500000 Penalty: 4893.172363
	Iteration 47Q: 3 clusters Score -2592360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2592360.500000 Penalty: 4893.172363
	Iteration 48F: 3 clusters Score -2592360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -20467.519531 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -20467.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19505.623047 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -19505.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19651.785156 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -19651.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19696.687500 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -19696.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19725.316406 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -19725.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19731.500000 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -19731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19733.736328 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -19733.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19733.736328 Penalty: 2701.581787
	Iteration 6F: 3 clusters Score -19733.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (183613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183613 members 
Entering Unmasked Estep 
Score: -24385944.000000 Penalty: 3005.905273
	Iteration 0F: 2 clusters Score -2.438594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -24265032.000000 Penalty: 6011.810547
	Iteration 0F: 3 clusters Score -2.426503e+07 nChanged 88114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96197 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -24317218.000000 Penalty: 6011.810547
	Iteration 1F: 3 clusters Score -2.431722e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -24319136.000000 Penalty: 6011.810547
	Iteration 2Q: 3 clusters Score -2.431914e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -24322090.000000 Penalty: 6011.810547
	Iteration 3Q: 3 clusters Score -2.432209e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -24327222.000000 Penalty: 6011.810547
	Iteration 4F: 3 clusters Score -2.432722e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117455 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -24335618.000000 Penalty: 6011.810547
	Iteration 5F: 3 clusters Score -2.433562e+07 nChanged 14001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127490 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -24347130.000000 Penalty: 6011.810547
	Iteration 6F: 3 clusters Score -2.434713e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137108 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -24359392.000000 Penalty: 6011.810547
	Iteration 7F: 3 clusters Score -2.435939e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144052 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -24369074.000000 Penalty: 6011.810547
	Iteration 8F: 3 clusters Score -2.436907e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148404 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -24373718.000000 Penalty: 6011.810547
	Iteration 9Q: 3 clusters Score -2.437372e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -24375882.000000 Penalty: 6011.810547
	Iteration 10Q: 3 clusters Score -2.437588e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -24377320.000000 Penalty: 6011.810547
	Iteration 11Q: 3 clusters Score -2.437732e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -24378490.000000 Penalty: 6011.810547
	Iteration 12Q: 3 clusters Score -2.437849e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159906 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -24379388.000000 Penalty: 6011.810547
	Iteration 13Q: 3 clusters Score -2.437939e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162213 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -24380346.000000 Penalty: 6011.810547
	Iteration 14Q: 3 clusters Score -2.438035e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164334 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -24381058.000000 Penalty: 6011.810547
	Iteration 15Q: 3 clusters Score -2.438106e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -24381624.000000 Penalty: 6011.810547
	Iteration 16Q: 3 clusters Score -2.438162e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167856 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -24382072.000000 Penalty: 6011.810547
	Iteration 17Q: 3 clusters Score -2.438207e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -24382278.000000 Penalty: 6011.810547
	Iteration 18Q: 3 clusters Score -2.438228e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170665 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -24382648.000000 Penalty: 6011.810547
	Iteration 19Q: 3 clusters Score -2.438265e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171831 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -24382888.000000 Penalty: 6011.810547
	Iteration 20F: 3 clusters Score -2.438289e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -24382950.000000 Penalty: 6011.810547
	Iteration 21Q: 3 clusters Score -2.438295e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173862 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -24383270.000000 Penalty: 6011.810547
	Iteration 22Q: 3 clusters Score -2.438327e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174694 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -24383400.000000 Penalty: 6011.810547
	Iteration 23Q: 3 clusters Score -2.43834e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175455 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -24383440.000000 Penalty: 6011.810547
	Iteration 24Q: 3 clusters Score -2.438344e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176144 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -24383496.000000 Penalty: 6011.810547
	Iteration 25Q: 3 clusters Score -2.43835e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176747 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -24383676.000000 Penalty: 6011.810547
	Iteration 26Q: 3 clusters Score -2.438368e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177285 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -24383728.000000 Penalty: 6011.810547
	Iteration 27Q: 3 clusters Score -2.438373e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177763 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -24383774.000000 Penalty: 6011.810547
	Iteration 28Q: 3 clusters Score -2.438377e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178216 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -24383746.000000 Penalty: 6011.810547
	Iteration 29Q: 3 clusters Score -2.438375e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -24383818.000000 Penalty: 6011.810547
	Iteration 30Q: 3 clusters Score -2.438382e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178939 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -24383864.000000 Penalty: 6011.810547
	Iteration 31Q: 3 clusters Score -2.438386e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179219 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -24383886.000000 Penalty: 6011.810547
	Iteration 32Q: 3 clusters Score -2.438389e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179463 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -24383962.000000 Penalty: 6011.810547
	Iteration 33Q: 3 clusters Score -2.438396e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179687 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -24383966.000000 Penalty: 6011.810547
	Iteration 34Q: 3 clusters Score -2.438397e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179884 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -24383990.000000 Penalty: 6011.810547
	Iteration 35Q: 3 clusters Score -2.438399e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180062 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -24384014.000000 Penalty: 6011.810547
	Iteration 36Q: 3 clusters Score -2.438401e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180219 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -24384078.000000 Penalty: 6011.810547
	Iteration 37Q: 3 clusters Score -2.438408e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180347 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -24384046.000000 Penalty: 6011.810547
	Iteration 38Q: 3 clusters Score -2.438405e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180452 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -24384012.000000 Penalty: 6011.810547
	Iteration 39Q: 3 clusters Score -2.438401e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180544 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -24383994.000000 Penalty: 6011.810547
	Iteration 40F: 3 clusters Score -2.438399e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180622 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -24384008.000000 Penalty: 6011.810547
	Iteration 41Q: 3 clusters Score -2.438401e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -24384052.000000 Penalty: 6011.810547
	Iteration 42Q: 3 clusters Score -2.438405e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180763 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -24384048.000000 Penalty: 6011.810547
	Iteration 43Q: 3 clusters Score -2.438405e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180825 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24384040.000000 Penalty: 6011.810547
	Iteration 44Q: 3 clusters Score -2.438404e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180881 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -24384040.000000 Penalty: 6011.810547
	Iteration 45Q: 3 clusters Score -2.438404e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180928 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -24384062.000000 Penalty: 6011.810547
	Iteration 46Q: 3 clusters Score -2.438406e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180971 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -24384066.000000 Penalty: 6011.810547
	Iteration 47Q: 3 clusters Score -2.438407e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181011 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -24384074.000000 Penalty: 6011.810547
	Iteration 48Q: 3 clusters Score -2.438407e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181047 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -24384090.000000 Penalty: 6011.810547
	Iteration 49Q: 3 clusters Score -2.438409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181069 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -24384080.000000 Penalty: 6011.810547
	Iteration 50Q: 3 clusters Score -2.438408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181086 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -24384086.000000 Penalty: 6011.810547
	Iteration 51Q: 3 clusters Score -2.438409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181104 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -24384092.000000 Penalty: 6011.810547
	Iteration 52Q: 3 clusters Score -2.438409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181117 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -24384096.000000 Penalty: 6011.810547
	Iteration 53Q: 3 clusters Score -2.43841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -24384090.000000 Penalty: 6011.810547
	Iteration 54Q: 3 clusters Score -2.438409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181156 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -24384070.000000 Penalty: 6011.810547
	Iteration 55Q: 3 clusters Score -2.438407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -24384086.000000 Penalty: 6011.810547
	Iteration 56Q: 3 clusters Score -2.438409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -24384082.000000 Penalty: 6011.810547
	Iteration 57Q: 3 clusters Score -2.438408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181229 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -24384106.000000 Penalty: 6011.810547
	Iteration 58Q: 3 clusters Score -2.438411e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181260 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -24384106.000000 Penalty: 6011.810547
	Iteration 59Q: 3 clusters Score -2.438411e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181283 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -24384088.000000 Penalty: 6011.810547
	Iteration 60F: 3 clusters Score -2.438409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181309 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -24384078.000000 Penalty: 6011.810547
	Iteration 61Q: 3 clusters Score -2.438408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181328 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -24384088.000000 Penalty: 6011.810547
	Iteration 62Q: 3 clusters Score -2.438409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181344 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -24384082.000000 Penalty: 6011.810547
	Iteration 63Q: 3 clusters Score -2.438408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181357 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -24384080.000000 Penalty: 6011.810547
	Iteration 64Q: 3 clusters Score -2.438408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181367 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -24384090.000000 Penalty: 6011.810547
	Iteration 65Q: 3 clusters Score -2.438409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181374 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -24384124.000000 Penalty: 6011.810547
	Iteration 66Q: 3 clusters Score -2.438412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181383 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -24384114.000000 Penalty: 6011.810547
	Iteration 67Q: 3 clusters Score -2.438411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181388 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -24384124.000000 Penalty: 6011.810547
	Iteration 68Q: 3 clusters Score -2.438412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181397 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -24384140.000000 Penalty: 6011.810547
	Iteration 69Q: 3 clusters Score -2.438414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181406 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -24384126.000000 Penalty: 6011.810547
	Iteration 70Q: 3 clusters Score -2.438413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181408 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -24384116.000000 Penalty: 6011.810547
	Iteration 71Q: 3 clusters Score -2.438412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181413 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -24384098.000000 Penalty: 6011.810547
	Iteration 72Q: 3 clusters Score -2.43841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -24384104.000000 Penalty: 6011.810547
	Iteration 73Q: 3 clusters Score -2.43841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181428 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -24384094.000000 Penalty: 6011.810547
	Iteration 74Q: 3 clusters Score -2.438409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181434 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -24384086.000000 Penalty: 6011.810547
	Iteration 75Q: 3 clusters Score -2.438409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181441 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -24384084.000000 Penalty: 6011.810547
	Iteration 76Q: 3 clusters Score -2.438408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181449 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -24384070.000000 Penalty: 6011.810547
	Iteration 77Q: 3 clusters Score -2.438407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181459 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -24384088.000000 Penalty: 6011.810547
	Iteration 78Q: 3 clusters Score -2.438409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181471 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -24384070.000000 Penalty: 6011.810547
	Iteration 79Q: 3 clusters Score -2.438407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181483 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -24384058.000000 Penalty: 6011.810547
	Iteration 80F: 3 clusters Score -2.438406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181491 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -24384098.000000 Penalty: 6011.810547
	Iteration 81Q: 3 clusters Score -2.43841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181498 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -24384094.000000 Penalty: 6011.810547
	Iteration 82Q: 3 clusters Score -2.438409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -24384082.000000 Penalty: 6011.810547
	Iteration 83Q: 3 clusters Score -2.438408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181511 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -24384098.000000 Penalty: 6011.810547
	Iteration 84Q: 3 clusters Score -2.43841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181518 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -24384104.000000 Penalty: 6011.810547
	Iteration 85Q: 3 clusters Score -2.43841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181523 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -24384110.000000 Penalty: 6011.810547
	Iteration 86Q: 3 clusters Score -2.438411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181528 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -24384106.000000 Penalty: 6011.810547
	Iteration 87Q: 3 clusters Score -2.438411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181532 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -24384112.000000 Penalty: 6011.810547
	Iteration 88Q: 3 clusters Score -2.438411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181540 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -24384118.000000 Penalty: 6011.810547
	Iteration 89Q: 3 clusters Score -2.438412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181545 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -24384126.000000 Penalty: 6011.810547
	Iteration 90Q: 3 clusters Score -2.438413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181547 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -24384122.000000 Penalty: 6011.810547
	Iteration 91Q: 3 clusters Score -2.438412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181548 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -24384120.000000 Penalty: 6011.810547
	Iteration 92Q: 3 clusters Score -2.438412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181548 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -24384120.000000 Penalty: 6011.810547
	Iteration 93F: 3 clusters Score -2.438412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Entering Unmasked Estep 
Score: -1470765.500000 Penalty: 2316.702881
	Iteration 0F: 2 clusters Score -1470766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1462291.250000 Penalty: 4633.405762
	Iteration 0F: 3 clusters Score -1462291 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1464808.375000 Penalty: 4633.405762
	Iteration 1F: 3 clusters Score -1464808 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1465150.625000 Penalty: 4633.405762
	Iteration 2F: 3 clusters Score -1465151 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1465429.125000 Penalty: 4633.405762
	Iteration 3F: 3 clusters Score -1465429 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1465639.875000 Penalty: 4633.405762
	Iteration 4Q: 3 clusters Score -1465640 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1465818.875000 Penalty: 4633.405762
	Iteration 5Q: 3 clusters Score -1465819 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1465989.375000 Penalty: 4633.405762
	Iteration 6Q: 3 clusters Score -1465989 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1466161.000000 Penalty: 4633.405762
	Iteration 7Q: 3 clusters Score -1466161 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1466350.250000 Penalty: 4633.405762
	Iteration 8Q: 3 clusters Score -1466350 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1466598.875000 Penalty: 4633.405762
	Iteration 9Q: 3 clusters Score -1466599 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1466942.625000 Penalty: 4633.405762
	Iteration 10Q: 3 clusters Score -1466943 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1467352.750000 Penalty: 4633.405762
	Iteration 11Q: 3 clusters Score -1467353 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1467708.875000 Penalty: 4633.405762
	Iteration 12Q: 3 clusters Score -1467709 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1467992.375000 Penalty: 4633.405762
	Iteration 13Q: 3 clusters Score -1467992 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1468139.750000 Penalty: 4633.405762
	Iteration 14Q: 3 clusters Score -1468140 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1468239.250000 Penalty: 4633.405762
	Iteration 15Q: 3 clusters Score -1468239 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1468299.000000 Penalty: 4633.405762
	Iteration 16Q: 3 clusters Score -1468299 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1468346.125000 Penalty: 4633.405762
	Iteration 17Q: 3 clusters Score -1468346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1468376.625000 Penalty: 4633.405762
	Iteration 18Q: 3 clusters Score -1468377 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1468397.500000 Penalty: 4633.405762
	Iteration 19Q: 3 clusters Score -1468398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1468407.750000 Penalty: 4633.405762
	Iteration 20F: 3 clusters Score -1468408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1468425.000000 Penalty: 4633.405762
	Iteration 21Q: 3 clusters Score -1468425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1468436.500000 Penalty: 4633.405762
	Iteration 22Q: 3 clusters Score -1468436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1468441.625000 Penalty: 4633.405762
	Iteration 23Q: 3 clusters Score -1468442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1468446.500000 Penalty: 4633.405762
	Iteration 24Q: 3 clusters Score -1468446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1468450.125000 Penalty: 4633.405762
	Iteration 25Q: 3 clusters Score -1468450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1468457.625000 Penalty: 4633.405762
	Iteration 26Q: 3 clusters Score -1468458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1468464.125000 Penalty: 4633.405762
	Iteration 27Q: 3 clusters Score -1468464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1468465.500000 Penalty: 4633.405762
	Iteration 28Q: 3 clusters Score -1468466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1468474.875000 Penalty: 4633.405762
	Iteration 29Q: 3 clusters Score -1468475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1468470.000000 Penalty: 4633.405762
	Iteration 30Q: 3 clusters Score -1468470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1468480.750000 Penalty: 4633.405762
	Iteration 31Q: 3 clusters Score -1468481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1468479.125000 Penalty: 4633.405762
	Iteration 32Q: 3 clusters Score -1468479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1468482.500000 Penalty: 4633.405762
	Iteration 33Q: 3 clusters Score -1468482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1468480.625000 Penalty: 4633.405762
	Iteration 34Q: 3 clusters Score -1468481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1468481.000000 Penalty: 4633.405762
	Iteration 35Q: 3 clusters Score -1468481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1468485.875000 Penalty: 4633.405762
	Iteration 36Q: 3 clusters Score -1468486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1468488.500000 Penalty: 4633.405762
	Iteration 37Q: 3 clusters Score -1468488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1468490.625000 Penalty: 4633.405762
	Iteration 38Q: 3 clusters Score -1468491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1468494.500000 Penalty: 4633.405762
	Iteration 39Q: 3 clusters Score -1468494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1468499.625000 Penalty: 4633.405762
	Iteration 40F: 3 clusters Score -1468500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1468496.875000 Penalty: 4633.405762
	Iteration 41Q: 3 clusters Score -1468497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1468496.125000 Penalty: 4633.405762
	Iteration 42Q: 3 clusters Score -1468496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1468495.625000 Penalty: 4633.405762
	Iteration 43Q: 3 clusters Score -1468496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1468500.250000 Penalty: 4633.405762
	Iteration 44Q: 3 clusters Score -1468500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1468503.625000 Penalty: 4633.405762
	Iteration 45Q: 3 clusters Score -1468504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1468506.125000 Penalty: 4633.405762
	Iteration 46Q: 3 clusters Score -1468506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1468509.875000 Penalty: 4633.405762
	Iteration 47Q: 3 clusters Score -1468510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1468508.500000 Penalty: 4633.405762
	Iteration 48Q: 3 clusters Score -1468508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1468510.125000 Penalty: 4633.405762
	Iteration 49Q: 3 clusters Score -1468510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1468514.375000 Penalty: 4633.405762
	Iteration 50Q: 3 clusters Score -1468514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1468510.625000 Penalty: 4633.405762
	Iteration 51Q: 3 clusters Score -1468511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1468514.625000 Penalty: 4633.405762
	Iteration 52Q: 3 clusters Score -1468515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1468519.000000 Penalty: 4633.405762
	Iteration 53Q: 3 clusters Score -1468519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1468523.875000 Penalty: 4633.405762
	Iteration 54Q: 3 clusters Score -1468524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1468528.375000 Penalty: 4633.405762
	Iteration 55Q: 3 clusters Score -1468528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1468530.250000 Penalty: 4633.405762
	Iteration 56Q: 3 clusters Score -1468530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1468537.000000 Penalty: 4633.405762
	Iteration 57Q: 3 clusters Score -1468537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1468540.750000 Penalty: 4633.405762
	Iteration 58Q: 3 clusters Score -1468541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1468539.125000 Penalty: 4633.405762
	Iteration 59Q: 3 clusters Score -1468539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1468543.750000 Penalty: 4633.405762
	Iteration 60F: 3 clusters Score -1468544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1468542.625000 Penalty: 4633.405762
	Iteration 61Q: 3 clusters Score -1468543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1468546.875000 Penalty: 4633.405762
	Iteration 62Q: 3 clusters Score -1468547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1468553.250000 Penalty: 4633.405762
	Iteration 63Q: 3 clusters Score -1468553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1468554.625000 Penalty: 4633.405762
	Iteration 64Q: 3 clusters Score -1468555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1468557.625000 Penalty: 4633.405762
	Iteration 65Q: 3 clusters Score -1468558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1468561.125000 Penalty: 4633.405762
	Iteration 66Q: 3 clusters Score -1468561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1468570.875000 Penalty: 4633.405762
	Iteration 67Q: 3 clusters Score -1468571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1468579.125000 Penalty: 4633.405762
	Iteration 68Q: 3 clusters Score -1468579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1468584.500000 Penalty: 4633.405762
	Iteration 69Q: 3 clusters Score -1468584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1468591.375000 Penalty: 4633.405762
	Iteration 70Q: 3 clusters Score -1468591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1468592.250000 Penalty: 4633.405762
	Iteration 71Q: 3 clusters Score -1468592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1468598.125000 Penalty: 4633.405762
	Iteration 72Q: 3 clusters Score -1468598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1468602.250000 Penalty: 4633.405762
	Iteration 73Q: 3 clusters Score -1468602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1468602.875000 Penalty: 4633.405762
	Iteration 74Q: 3 clusters Score -1468603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1468606.500000 Penalty: 4633.405762
	Iteration 75Q: 3 clusters Score -1468606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1468606.625000 Penalty: 4633.405762
	Iteration 76Q: 3 clusters Score -1468607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1468602.625000 Penalty: 4633.405762
	Iteration 77Q: 3 clusters Score -1468603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1468604.875000 Penalty: 4633.405762
	Iteration 78Q: 3 clusters Score -1468605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1468605.750000 Penalty: 4633.405762
	Iteration 79Q: 3 clusters Score -1468606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1468604.625000 Penalty: 4633.405762
	Iteration 80F: 3 clusters Score -1468605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1468605.500000 Penalty: 4633.405762
	Iteration 81Q: 3 clusters Score -1468606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1468606.000000 Penalty: 4633.405762
	Iteration 82Q: 3 clusters Score -1468606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1468607.875000 Penalty: 4633.405762
	Iteration 83Q: 3 clusters Score -1468608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1468610.750000 Penalty: 4633.405762
	Iteration 84Q: 3 clusters Score -1468611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1468610.625000 Penalty: 4633.405762
	Iteration 85Q: 3 clusters Score -1468611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1468610.625000 Penalty: 4633.405762
	Iteration 86F: 3 clusters Score -1468611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Entering Unmasked Estep 
Score: -5562261.500000 Penalty: 2636.969727
	Iteration 0F: 2 clusters Score -5562262 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 20716 members 
Entering Unmasked Estep 
Score: -5534134.500000 Penalty: 5273.939453
	Iteration 0F: 3 clusters Score -5534134 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -5544752.000000 Penalty: 5273.939453
	Iteration 1F: 3 clusters Score -5544752 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5545272.000000 Penalty: 5273.939453
	Iteration 2Q: 3 clusters Score -5545272 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -5545729.000000 Penalty: 5273.939453
	Iteration 3Q: 3 clusters Score -5545729 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5546148.000000 Penalty: 5273.939453
	Iteration 4Q: 3 clusters Score -5546148 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5546672.000000 Penalty: 5273.939453
	Iteration 5Q: 3 clusters Score -5546672 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -5547419.000000 Penalty: 5273.939453
	Iteration 6Q: 3 clusters Score -5547419 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -5548462.500000 Penalty: 5273.939453
	Iteration 7Q: 3 clusters Score -5548462 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -5550039.500000 Penalty: 5273.939453
	Iteration 8F: 3 clusters Score -5550040 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -5552115.000000 Penalty: 5273.939453
	Iteration 9F: 3 clusters Score -5552115 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -5554563.000000 Penalty: 5273.939453
	Iteration 10F: 3 clusters Score -5554563 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5556613.000000 Penalty: 5273.939453
	Iteration 11F: 3 clusters Score -5556613 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5557950.500000 Penalty: 5273.939453
	Iteration 12Q: 3 clusters Score -5557950 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5558810.500000 Penalty: 5273.939453
	Iteration 13Q: 3 clusters Score -5558810 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5559302.500000 Penalty: 5273.939453
	Iteration 14Q: 3 clusters Score -5559302 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5559543.000000 Penalty: 5273.939453
	Iteration 15Q: 3 clusters Score -5559543 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5559687.500000 Penalty: 5273.939453
	Iteration 16Q: 3 clusters Score -5559688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5559779.000000 Penalty: 5273.939453
	Iteration 17Q: 3 clusters Score -5559779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5559826.000000 Penalty: 5273.939453
	Iteration 18Q: 3 clusters Score -5559826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5559868.000000 Penalty: 5273.939453
	Iteration 19Q: 3 clusters Score -5559868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5559888.500000 Penalty: 5273.939453
	Iteration 20F: 3 clusters Score -5559888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5559910.000000 Penalty: 5273.939453
	Iteration 21Q: 3 clusters Score -5559910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5559933.000000 Penalty: 5273.939453
	Iteration 22Q: 3 clusters Score -5559933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5559950.000000 Penalty: 5273.939453
	Iteration 23Q: 3 clusters Score -5559950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5559961.000000 Penalty: 5273.939453
	Iteration 24Q: 3 clusters Score -5559961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5559961.500000 Penalty: 5273.939453
	Iteration 25Q: 3 clusters Score -5559962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5559965.500000 Penalty: 5273.939453
	Iteration 26Q: 3 clusters Score -5559966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5559966.000000 Penalty: 5273.939453
	Iteration 27Q: 3 clusters Score -5559966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5559966.000000 Penalty: 5273.939453
	Iteration 28F: 3 clusters Score -5559966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Entering Unmasked Estep 
Score: -811287.750000 Penalty: 2176.910156
	Iteration 0F: 2 clusters Score -811287.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -805827.562500 Penalty: 4353.820312
	Iteration 0F: 3 clusters Score -805827.6 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -807295.125000 Penalty: 4353.820312
	Iteration 1F: 3 clusters Score -807295.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -807555.062500 Penalty: 4353.820312
	Iteration 2F: 3 clusters Score -807555.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -807740.062500 Penalty: 4353.820312
	Iteration 3F: 3 clusters Score -807740.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -807908.750000 Penalty: 4353.820312
	Iteration 4Q: 3 clusters Score -807908.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -808084.250000 Penalty: 4353.820312
	Iteration 5Q: 3 clusters Score -808084.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -808240.687500 Penalty: 4353.820312
	Iteration 6Q: 3 clusters Score -808240.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -808359.687500 Penalty: 4353.820312
	Iteration 7Q: 3 clusters Score -808359.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -808475.500000 Penalty: 4353.820312
	Iteration 8Q: 3 clusters Score -808475.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -808594.875000 Penalty: 4353.820312
	Iteration 9Q: 3 clusters Score -808594.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -808696.000000 Penalty: 4353.820312
	Iteration 10Q: 3 clusters Score -808696 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -808780.250000 Penalty: 4353.820312
	Iteration 11Q: 3 clusters Score -808780.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -808847.312500 Penalty: 4353.820312
	Iteration 12Q: 3 clusters Score -808847.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -808913.437500 Penalty: 4353.820312
	Iteration 13Q: 3 clusters Score -808913.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -808991.312500 Penalty: 4353.820312
	Iteration 14Q: 3 clusters Score -808991.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -809058.437500 Penalty: 4353.820312
	Iteration 15Q: 3 clusters Score -809058.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -809112.687500 Penalty: 4353.820312
	Iteration 16Q: 3 clusters Score -809112.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -809168.562500 Penalty: 4353.820312
	Iteration 17Q: 3 clusters Score -809168.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -809238.437500 Penalty: 4353.820312
	Iteration 18Q: 3 clusters Score -809238.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -809303.312500 Penalty: 4353.820312
	Iteration 19Q: 3 clusters Score -809303.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -809355.000000 Penalty: 4353.820312
	Iteration 20F: 3 clusters Score -809355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -809404.687500 Penalty: 4353.820312
	Iteration 21Q: 3 clusters Score -809404.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -809452.812500 Penalty: 4353.820312
	Iteration 22Q: 3 clusters Score -809452.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -809491.937500 Penalty: 4353.820312
	Iteration 23Q: 3 clusters Score -809491.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -809528.312500 Penalty: 4353.820312
	Iteration 24Q: 3 clusters Score -809528.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -809551.437500 Penalty: 4353.820312
	Iteration 25Q: 3 clusters Score -809551.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -809577.937500 Penalty: 4353.820312
	Iteration 26Q: 3 clusters Score -809577.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -809599.937500 Penalty: 4353.820312
	Iteration 27Q: 3 clusters Score -809599.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -809619.375000 Penalty: 4353.820312
	Iteration 28Q: 3 clusters Score -809619.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -809642.750000 Penalty: 4353.820312
	Iteration 29Q: 3 clusters Score -809642.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -809661.750000 Penalty: 4353.820312
	Iteration 30Q: 3 clusters Score -809661.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -809680.000000 Penalty: 4353.820312
	Iteration 31Q: 3 clusters Score -809680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -809690.687500 Penalty: 4353.820312
	Iteration 32Q: 3 clusters Score -809690.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -809702.812500 Penalty: 4353.820312
	Iteration 33Q: 3 clusters Score -809702.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -809714.500000 Penalty: 4353.820312
	Iteration 34Q: 3 clusters Score -809714.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -809727.812500 Penalty: 4353.820312
	Iteration 35Q: 3 clusters Score -809727.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -809739.875000 Penalty: 4353.820312
	Iteration 36Q: 3 clusters Score -809739.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -809752.500000 Penalty: 4353.820312
	Iteration 37Q: 3 clusters Score -809752.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -809761.500000 Penalty: 4353.820312
	Iteration 38Q: 3 clusters Score -809761.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -809768.500000 Penalty: 4353.820312
	Iteration 39Q: 3 clusters Score -809768.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -809774.625000 Penalty: 4353.820312
	Iteration 40F: 3 clusters Score -809774.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -809777.937500 Penalty: 4353.820312
	Iteration 41Q: 3 clusters Score -809777.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -809780.562500 Penalty: 4353.820312
	Iteration 42Q: 3 clusters Score -809780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -809783.625000 Penalty: 4353.820312
	Iteration 43Q: 3 clusters Score -809783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -809785.937500 Penalty: 4353.820312
	Iteration 44Q: 3 clusters Score -809785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -809788.625000 Penalty: 4353.820312
	Iteration 45Q: 3 clusters Score -809788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -809789.250000 Penalty: 4353.820312
	Iteration 46Q: 3 clusters Score -809789.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -809792.375000 Penalty: 4353.820312
	Iteration 47Q: 3 clusters Score -809792.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -809793.750000 Penalty: 4353.820312
	Iteration 48Q: 3 clusters Score -809793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -809794.500000 Penalty: 4353.820312
	Iteration 49Q: 3 clusters Score -809794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -809795.250000 Penalty: 4353.820312
	Iteration 50Q: 3 clusters Score -809795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -809796.937500 Penalty: 4353.820312
	Iteration 51Q: 3 clusters Score -809796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -809796.562500 Penalty: 4353.820312
	Iteration 52Q: 3 clusters Score -809796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -809796.562500 Penalty: 4353.820312
	Iteration 53F: 3 clusters Score -809796.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70135.929688 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70135.93 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70781.914062 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70781.91 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71287.789062 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -71287.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71540.062500 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71540.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71779.742188 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -71779.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71888.789062 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71888.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71924.812500 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71924.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71954.578125 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71954.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71961.335938 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71961.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71963.257812 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -71963.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71965.375000 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -71965.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71968.031250 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -71968.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71974.453125 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -71974.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71976.078125 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -71976.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71976.148438 Penalty: 3232.031738
	Iteration 14F: 3 clusters Score -71976.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71984.953125 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -71984.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -71990.765625 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -71990.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71996.265625 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -71996.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71996.265625 Penalty: 3232.031738
	Iteration 18F: 3 clusters Score -71996.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21323 members 
Mstep: Class 3 contains 23956 members 
Mstep: Class 4 contains 45775 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183613 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41479 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 26054 members 
Mstep: Class 16 contains 69046 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78174 members 
Mstep: Class 19 contains 192235 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38963 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 197229 members 
Mstep: Class 28 contains 1760 members 
Mstep: Class 29 contains 434 members 
Entering Unmasked Estep 
Score: -133228376.000000 Penalty: 99558.382812
Splitting cluster 13 changes total score from -133229920.000000 to -133228376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Entering Unmasked Estep 
Score: -4852986.500000 Penalty: 2623.877197
	Iteration 0F: 2 clusters Score -4852986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -4826337.000000 Penalty: 5247.754395
	Iteration 0F: 3 clusters Score -4826337 nChanged 17947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4836160.000000 Penalty: 5247.754395
	Iteration 1F: 3 clusters Score -4836160 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4836826.000000 Penalty: 5247.754395
	Iteration 2Q: 3 clusters Score -4836826 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -4837526.000000 Penalty: 5247.754395
	Iteration 3Q: 3 clusters Score -4837526 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4838216.000000 Penalty: 5247.754395
	Iteration 4Q: 3 clusters Score -4838216 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -4839033.500000 Penalty: 5247.754395
	Iteration 5Q: 3 clusters Score -4839034 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4840017.500000 Penalty: 5247.754395
	Iteration 6Q: 3 clusters Score -4840018 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4841177.000000 Penalty: 5247.754395
	Iteration 7F: 3 clusters Score -4841177 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4842318.500000 Penalty: 5247.754395
	Iteration 8F: 3 clusters Score -4842318 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4843390.000000 Penalty: 5247.754395
	Iteration 9F: 3 clusters Score -4843390 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4844317.000000 Penalty: 5247.754395
	Iteration 10Q: 3 clusters Score -4844317 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4844952.500000 Penalty: 5247.754395
	Iteration 11Q: 3 clusters Score -4844952 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4845386.000000 Penalty: 5247.754395
	Iteration 12Q: 3 clusters Score -4845386 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4845619.000000 Penalty: 5247.754395
	Iteration 13Q: 3 clusters Score -4845619 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4845744.500000 Penalty: 5247.754395
	Iteration 14Q: 3 clusters Score -4845744 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4845839.500000 Penalty: 5247.754395
	Iteration 15Q: 3 clusters Score -4845840 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4845883.000000 Penalty: 5247.754395
	Iteration 16Q: 3 clusters Score -4845883 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4845931.000000 Penalty: 5247.754395
	Iteration 17Q: 3 clusters Score -4845931 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4845971.000000 Penalty: 5247.754395
	Iteration 18Q: 3 clusters Score -4845971 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4846001.500000 Penalty: 5247.754395
	Iteration 19Q: 3 clusters Score -4846002 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4846045.500000 Penalty: 5247.754395
	Iteration 20F: 3 clusters Score -4846046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4846098.000000 Penalty: 5247.754395
	Iteration 21Q: 3 clusters Score -4846098 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -4846122.000000 Penalty: 5247.754395
	Iteration 22Q: 3 clusters Score -4846122 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -4846174.500000 Penalty: 5247.754395
	Iteration 23Q: 3 clusters Score -4846174 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4846252.500000 Penalty: 5247.754395
	Iteration 24Q: 3 clusters Score -4846252 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4846303.500000 Penalty: 5247.754395
	Iteration 25Q: 3 clusters Score -4846304 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4846363.500000 Penalty: 5247.754395
	Iteration 26Q: 3 clusters Score -4846364 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4846405.000000 Penalty: 5247.754395
	Iteration 27Q: 3 clusters Score -4846405 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -4846478.500000 Penalty: 5247.754395
	Iteration 28Q: 3 clusters Score -4846478 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4846544.500000 Penalty: 5247.754395
	Iteration 29Q: 3 clusters Score -4846544 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4846629.000000 Penalty: 5247.754395
	Iteration 30Q: 3 clusters Score -4846629 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4846724.500000 Penalty: 5247.754395
	Iteration 31Q: 3 clusters Score -4846724 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -4846803.500000 Penalty: 5247.754395
	Iteration 32Q: 3 clusters Score -4846804 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4846909.500000 Penalty: 5247.754395
	Iteration 33Q: 3 clusters Score -4846910 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4847020.500000 Penalty: 5247.754395
	Iteration 34Q: 3 clusters Score -4847020 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -4847081.000000 Penalty: 5247.754395
	Iteration 35Q: 3 clusters Score -4847081 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -4847172.000000 Penalty: 5247.754395
	Iteration 36Q: 3 clusters Score -4847172 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4847274.500000 Penalty: 5247.754395
	Iteration 37Q: 3 clusters Score -4847274 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4847347.500000 Penalty: 5247.754395
	Iteration 38Q: 3 clusters Score -4847348 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -4847449.500000 Penalty: 5247.754395
	Iteration 39Q: 3 clusters Score -4847450 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -4847538.000000 Penalty: 5247.754395
	Iteration 40F: 3 clusters Score -4847538 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4847687.000000 Penalty: 5247.754395
	Iteration 41Q: 3 clusters Score -4847687 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -4847830.000000 Penalty: 5247.754395
	Iteration 42Q: 3 clusters Score -4847830 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -4847997.000000 Penalty: 5247.754395
	Iteration 43Q: 3 clusters Score -4847997 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4848158.000000 Penalty: 5247.754395
	Iteration 44Q: 3 clusters Score -4848158 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4848303.000000 Penalty: 5247.754395
	Iteration 45Q: 3 clusters Score -4848303 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4848448.500000 Penalty: 5247.754395
	Iteration 46Q: 3 clusters Score -4848448 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -4848646.000000 Penalty: 5247.754395
	Iteration 47Q: 3 clusters Score -4848646 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -4848841.000000 Penalty: 5247.754395
	Iteration 48Q: 3 clusters Score -4848841 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -4848995.000000 Penalty: 5247.754395
	Iteration 49Q: 3 clusters Score -4848995 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -4849172.500000 Penalty: 5247.754395
	Iteration 50Q: 3 clusters Score -4849172 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4849318.500000 Penalty: 5247.754395
	Iteration 51Q: 3 clusters Score -4849318 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4849480.000000 Penalty: 5247.754395
	Iteration 52Q: 3 clusters Score -4849480 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4849649.000000 Penalty: 5247.754395
	Iteration 53Q: 3 clusters Score -4849649 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4849780.000000 Penalty: 5247.754395
	Iteration 54Q: 3 clusters Score -4849780 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4849896.000000 Penalty: 5247.754395
	Iteration 55Q: 3 clusters Score -4849896 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -4849972.000000 Penalty: 5247.754395
	Iteration 56Q: 3 clusters Score -4849972 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -4850078.500000 Penalty: 5247.754395
	Iteration 57Q: 3 clusters Score -4850078 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4850209.500000 Penalty: 5247.754395
	Iteration 58Q: 3 clusters Score -4850210 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -4850311.500000 Penalty: 5247.754395
	Iteration 59Q: 3 clusters Score -4850312 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4850401.500000 Penalty: 5247.754395
	Iteration 60F: 3 clusters Score -4850402 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -4850468.000000 Penalty: 5247.754395
	Iteration 61Q: 3 clusters Score -4850468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4850528.500000 Penalty: 5247.754395
	Iteration 62Q: 3 clusters Score -4850528 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4850585.000000 Penalty: 5247.754395
	Iteration 63Q: 3 clusters Score -4850585 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -4850669.500000 Penalty: 5247.754395
	Iteration 64Q: 3 clusters Score -4850670 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4850738.000000 Penalty: 5247.754395
	Iteration 65Q: 3 clusters Score -4850738 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4850775.000000 Penalty: 5247.754395
	Iteration 66Q: 3 clusters Score -4850775 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4850827.000000 Penalty: 5247.754395
	Iteration 67Q: 3 clusters Score -4850827 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4850865.500000 Penalty: 5247.754395
	Iteration 68Q: 3 clusters Score -4850866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4850896.500000 Penalty: 5247.754395
	Iteration 69Q: 3 clusters Score -4850896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4850917.500000 Penalty: 5247.754395
	Iteration 70Q: 3 clusters Score -4850918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -4850938.500000 Penalty: 5247.754395
	Iteration 71Q: 3 clusters Score -4850938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4850933.000000 Penalty: 5247.754395
	Iteration 72Q: 3 clusters Score -4850933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4850944.000000 Penalty: 5247.754395
	Iteration 73Q: 3 clusters Score -4850944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4850952.500000 Penalty: 5247.754395
	Iteration 74Q: 3 clusters Score -4850952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4850960.500000 Penalty: 5247.754395
	Iteration 75Q: 3 clusters Score -4850960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4850970.000000 Penalty: 5247.754395
	Iteration 76Q: 3 clusters Score -4850970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -4850974.500000 Penalty: 5247.754395
	Iteration 77Q: 3 clusters Score -4850974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4850985.500000 Penalty: 5247.754395
	Iteration 78Q: 3 clusters Score -4850986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -4850991.000000 Penalty: 5247.754395
	Iteration 79Q: 3 clusters Score -4850991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4850994.500000 Penalty: 5247.754395
	Iteration 80F: 3 clusters Score -4850994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -4850995.000000 Penalty: 5247.754395
	Iteration 81Q: 3 clusters Score -4850995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4850992.500000 Penalty: 5247.754395
	Iteration 82Q: 3 clusters Score -4850992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4850987.500000 Penalty: 5247.754395
	Iteration 83Q: 3 clusters Score -4850988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4850992.000000 Penalty: 5247.754395
	Iteration 84Q: 3 clusters Score -4850992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -4850988.500000 Penalty: 5247.754395
	Iteration 85Q: 3 clusters Score -4850988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -4850991.000000 Penalty: 5247.754395
	Iteration 86Q: 3 clusters Score -4850991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4851000.500000 Penalty: 5247.754395
	Iteration 87Q: 3 clusters Score -4851000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4851001.500000 Penalty: 5247.754395
	Iteration 88Q: 3 clusters Score -4851002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4851006.500000 Penalty: 5247.754395
	Iteration 89Q: 3 clusters Score -4851006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -4851014.500000 Penalty: 5247.754395
	Iteration 90Q: 3 clusters Score -4851014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4851007.500000 Penalty: 5247.754395
	Iteration 91Q: 3 clusters Score -4851008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -4851011.500000 Penalty: 5247.754395
	Iteration 92Q: 3 clusters Score -4851012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4851019.000000 Penalty: 5247.754395
	Iteration 93Q: 3 clusters Score -4851019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4851012.000000 Penalty: 5247.754395
	Iteration 94Q: 3 clusters Score -4851012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -4851012.000000 Penalty: 5247.754395
	Iteration 95Q: 3 clusters Score -4851012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4851013.500000 Penalty: 5247.754395
	Iteration 96Q: 3 clusters Score -4851014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4851013.500000 Penalty: 5247.754395
	Iteration 97Q: 3 clusters Score -4851014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -4851012.000000 Penalty: 5247.754395
	Iteration 98Q: 3 clusters Score -4851012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4851012.500000 Penalty: 5247.754395
	Iteration 99Q: 3 clusters Score -4851012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4851012.000000 Penalty: 5247.754395
	Iteration 100F: 3 clusters Score -4851012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4851016.000000 Penalty: 5247.754395
	Iteration 101Q: 3 clusters Score -4851016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4851016.500000 Penalty: 5247.754395
	Iteration 102Q: 3 clusters Score -4851016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4851016.000000 Penalty: 5247.754395
	Iteration 103Q: 3 clusters Score -4851016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -4851017.500000 Penalty: 5247.754395
	Iteration 104Q: 3 clusters Score -4851018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4851018.000000 Penalty: 5247.754395
	Iteration 105Q: 3 clusters Score -4851018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4851021.500000 Penalty: 5247.754395
	Iteration 106Q: 3 clusters Score -4851022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4851019.000000 Penalty: 5247.754395
	Iteration 107Q: 3 clusters Score -4851019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4851019.000000 Penalty: 5247.754395
	Iteration 108Q: 3 clusters Score -4851019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -4851023.000000 Penalty: 5247.754395
	Iteration 109Q: 3 clusters Score -4851023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4851014.500000 Penalty: 5247.754395
	Iteration 110Q: 3 clusters Score -4851014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4851015.000000 Penalty: 5247.754395
	Iteration 111Q: 3 clusters Score -4851015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -4851010.000000 Penalty: 5247.754395
	Iteration 112Q: 3 clusters Score -4851010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -4851021.500000 Penalty: 5247.754395
	Iteration 113Q: 3 clusters Score -4851022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4851018.000000 Penalty: 5247.754395
	Iteration 114Q: 3 clusters Score -4851018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4851025.000000 Penalty: 5247.754395
	Iteration 115Q: 3 clusters Score -4851025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4851025.000000 Penalty: 5247.754395
	Iteration 116F: 3 clusters Score -4851025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26054 members 
Entering Unmasked Estep 
Score: -3504519.000000 Penalty: 2521.645752
	Iteration 0F: 2 clusters Score -3504519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3486526.750000 Penalty: 5043.291504
	Iteration 0F: 3 clusters Score -3486527 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3492678.250000 Penalty: 5043.291504
	Iteration 1F: 3 clusters Score -3492678 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3493185.250000 Penalty: 5043.291504
	Iteration 2F: 3 clusters Score -3493185 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3493649.500000 Penalty: 5043.291504
	Iteration 3Q: 3 clusters Score -3493650 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3494130.500000 Penalty: 5043.291504
	Iteration 4Q: 3 clusters Score -3494130 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3494641.750000 Penalty: 5043.291504
	Iteration 5Q: 3 clusters Score -3494642 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3495146.500000 Penalty: 5043.291504
	Iteration 6Q: 3 clusters Score -3495146 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3495543.000000 Penalty: 5043.291504
	Iteration 7Q: 3 clusters Score -3495543 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3495924.000000 Penalty: 5043.291504
	Iteration 8Q: 3 clusters Score -3495924 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3496249.500000 Penalty: 5043.291504
	Iteration 9Q: 3 clusters Score -3496250 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3496560.500000 Penalty: 5043.291504
	Iteration 10Q: 3 clusters Score -3496560 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3496855.750000 Penalty: 5043.291504
	Iteration 11Q: 3 clusters Score -3496856 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3497181.500000 Penalty: 5043.291504
	Iteration 12Q: 3 clusters Score -3497182 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3497619.250000 Penalty: 5043.291504
	Iteration 13Q: 3 clusters Score -3497619 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3498064.500000 Penalty: 5043.291504
	Iteration 14Q: 3 clusters Score -3498064 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3498581.250000 Penalty: 5043.291504
	Iteration 15Q: 3 clusters Score -3498581 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3499081.500000 Penalty: 5043.291504
	Iteration 16Q: 3 clusters Score -3499082 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3499575.750000 Penalty: 5043.291504
	Iteration 17Q: 3 clusters Score -3499576 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3500016.750000 Penalty: 5043.291504
	Iteration 18Q: 3 clusters Score -3500017 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3500428.750000 Penalty: 5043.291504
	Iteration 19Q: 3 clusters Score -3500429 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3500740.750000 Penalty: 5043.291504
	Iteration 20F: 3 clusters Score -3500741 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3501045.250000 Penalty: 5043.291504
	Iteration 21Q: 3 clusters Score -3501045 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3501314.000000 Penalty: 5043.291504
	Iteration 22Q: 3 clusters Score -3501314 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3501555.250000 Penalty: 5043.291504
	Iteration 23Q: 3 clusters Score -3501555 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3501810.750000 Penalty: 5043.291504
	Iteration 24Q: 3 clusters Score -3501811 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3502079.500000 Penalty: 5043.291504
	Iteration 25Q: 3 clusters Score -3502080 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3502350.500000 Penalty: 5043.291504
	Iteration 26Q: 3 clusters Score -3502350 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3502627.500000 Penalty: 5043.291504
	Iteration 27Q: 3 clusters Score -3502628 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3502877.250000 Penalty: 5043.291504
	Iteration 28Q: 3 clusters Score -3502877 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3503068.750000 Penalty: 5043.291504
	Iteration 29Q: 3 clusters Score -3503069 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3503261.750000 Penalty: 5043.291504
	Iteration 30Q: 3 clusters Score -3503262 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3503413.250000 Penalty: 5043.291504
	Iteration 31Q: 3 clusters Score -3503413 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3503557.750000 Penalty: 5043.291504
	Iteration 32Q: 3 clusters Score -3503558 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3503674.250000 Penalty: 5043.291504
	Iteration 33Q: 3 clusters Score -3503674 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3503781.000000 Penalty: 5043.291504
	Iteration 34Q: 3 clusters Score -3503781 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3503839.750000 Penalty: 5043.291504
	Iteration 35Q: 3 clusters Score -3503840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3503917.000000 Penalty: 5043.291504
	Iteration 36Q: 3 clusters Score -3503917 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3503965.000000 Penalty: 5043.291504
	Iteration 37Q: 3 clusters Score -3503965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3504002.000000 Penalty: 5043.291504
	Iteration 38Q: 3 clusters Score -3504002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3504024.500000 Penalty: 5043.291504
	Iteration 39Q: 3 clusters Score -3504024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3504056.500000 Penalty: 5043.291504
	Iteration 40F: 3 clusters Score -3504056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3504069.500000 Penalty: 5043.291504
	Iteration 41Q: 3 clusters Score -3504070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3504078.500000 Penalty: 5043.291504
	Iteration 42Q: 3 clusters Score -3504078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3504079.500000 Penalty: 5043.291504
	Iteration 43Q: 3 clusters Score -3504080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3504087.000000 Penalty: 5043.291504
	Iteration 44Q: 3 clusters Score -3504087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3504089.000000 Penalty: 5043.291504
	Iteration 45Q: 3 clusters Score -3504089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3504096.250000 Penalty: 5043.291504
	Iteration 46Q: 3 clusters Score -3504096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3504096.750000 Penalty: 5043.291504
	Iteration 47Q: 3 clusters Score -3504097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3504093.500000 Penalty: 5043.291504
	Iteration 48Q: 3 clusters Score -3504094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3504101.750000 Penalty: 5043.291504
	Iteration 49Q: 3 clusters Score -3504102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3504101.250000 Penalty: 5043.291504
	Iteration 50Q: 3 clusters Score -3504101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3504100.250000 Penalty: 5043.291504
	Iteration 51Q: 3 clusters Score -3504100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3504100.250000 Penalty: 5043.291504
	Iteration 52F: 3 clusters Score -3504100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Entering Unmasked Estep 
Score: -9231991.000000 Penalty: 2763.347168
	Iteration 0F: 2 clusters Score -9231991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -9185863.000000 Penalty: 5526.694336
	Iteration 0F: 3 clusters Score -9185863 nChanged 32217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -9203856.000000 Penalty: 5526.694336
	Iteration 1F: 3 clusters Score -9203856 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -9204497.000000 Penalty: 5526.694336
	Iteration 2Q: 3 clusters Score -9204497 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -9205152.000000 Penalty: 5526.694336
	Iteration 3Q: 3 clusters Score -9205152 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -9205855.000000 Penalty: 5526.694336
	Iteration 4Q: 3 clusters Score -9205855 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -9206665.000000 Penalty: 5526.694336
	Iteration 5Q: 3 clusters Score -9206665 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -9207765.000000 Penalty: 5526.694336
	Iteration 6Q: 3 clusters Score -9207765 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -9209229.000000 Penalty: 5526.694336
	Iteration 7Q: 3 clusters Score -9209229 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -9211497.000000 Penalty: 5526.694336
	Iteration 8F: 3 clusters Score -9211497 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -9214970.000000 Penalty: 5526.694336
	Iteration 9F: 3 clusters Score -9214970 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -9219265.000000 Penalty: 5526.694336
	Iteration 10F: 3 clusters Score -9219265 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -9223426.000000 Penalty: 5526.694336
	Iteration 11F: 3 clusters Score -9223426 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -9226414.000000 Penalty: 5526.694336
	Iteration 12Q: 3 clusters Score -9226414 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9228030.000000 Penalty: 5526.694336
	Iteration 13Q: 3 clusters Score -9228030 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9228811.000000 Penalty: 5526.694336
	Iteration 14Q: 3 clusters Score -9228811 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9229176.000000 Penalty: 5526.694336
	Iteration 15Q: 3 clusters Score -9229176 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9229360.000000 Penalty: 5526.694336
	Iteration 16Q: 3 clusters Score -9229360 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9229473.000000 Penalty: 5526.694336
	Iteration 17Q: 3 clusters Score -9229473 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9229539.000000 Penalty: 5526.694336
	Iteration 18Q: 3 clusters Score -9229539 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9229597.000000 Penalty: 5526.694336
	Iteration 19Q: 3 clusters Score -9229597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9229643.000000 Penalty: 5526.694336
	Iteration 20F: 3 clusters Score -9229643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9229666.000000 Penalty: 5526.694336
	Iteration 21Q: 3 clusters Score -9229666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9229679.000000 Penalty: 5526.694336
	Iteration 22Q: 3 clusters Score -9229679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9229695.000000 Penalty: 5526.694336
	Iteration 23Q: 3 clusters Score -9229695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9229692.000000 Penalty: 5526.694336
	Iteration 24Q: 3 clusters Score -9229692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9229706.000000 Penalty: 5526.694336
	Iteration 25Q: 3 clusters Score -9229706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9229711.000000 Penalty: 5526.694336
	Iteration 26Q: 3 clusters Score -9229711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9229722.000000 Penalty: 5526.694336
	Iteration 27Q: 3 clusters Score -9229722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9229733.000000 Penalty: 5526.694336
	Iteration 28Q: 3 clusters Score -9229733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9229733.000000 Penalty: 5526.694336
	Iteration 29Q: 3 clusters Score -9229733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9229742.000000 Penalty: 5526.694336
	Iteration 30Q: 3 clusters Score -9229742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9229751.000000 Penalty: 5526.694336
	Iteration 31Q: 3 clusters Score -9229751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68393 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9229754.000000 Penalty: 5526.694336
	Iteration 32Q: 3 clusters Score -9229754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9229764.000000 Penalty: 5526.694336
	Iteration 33Q: 3 clusters Score -9229764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9229765.000000 Penalty: 5526.694336
	Iteration 34Q: 3 clusters Score -9229765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9229778.000000 Penalty: 5526.694336
	Iteration 35Q: 3 clusters Score -9229778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9229778.000000 Penalty: 5526.694336
	Iteration 36Q: 3 clusters Score -9229778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9229778.000000 Penalty: 5526.694336
	Iteration 37Q: 3 clusters Score -9229778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9229789.000000 Penalty: 5526.694336
	Iteration 38Q: 3 clusters Score -9229789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9229780.000000 Penalty: 5526.694336
	Iteration 39Q: 3 clusters Score -9229780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9229792.000000 Penalty: 5526.694336
	Iteration 40F: 3 clusters Score -9229792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9229799.000000 Penalty: 5526.694336
	Iteration 41Q: 3 clusters Score -9229799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9229796.000000 Penalty: 5526.694336
	Iteration 42Q: 3 clusters Score -9229796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9229798.000000 Penalty: 5526.694336
	Iteration 43Q: 3 clusters Score -9229798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9229797.000000 Penalty: 5526.694336
	Iteration 44Q: 3 clusters Score -9229797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9229797.000000 Penalty: 5526.694336
	Iteration 45Q: 3 clusters Score -9229797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9229796.000000 Penalty: 5526.694336
	Iteration 46Q: 3 clusters Score -9229796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9229803.000000 Penalty: 5526.694336
	Iteration 47Q: 3 clusters Score -9229803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9229809.000000 Penalty: 5526.694336
	Iteration 48Q: 3 clusters Score -9229809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9229809.000000 Penalty: 5526.694336
	Iteration 49F: 3 clusters Score -9229809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 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 313 members 
Entering Unmasked Estep 
Score: -66260.992188 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66260.99 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66731.882812 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66731.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67222.148438 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -67222.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67427.578125 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -67427.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67481.062500 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -67481.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67516.195312 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67516.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67532.812500 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -67532.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67537.867188 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -67537.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -67541.359375 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -67541.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67542.046875 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -67542.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67545.250000 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -67545.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67549.195312 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -67549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67551.539062 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -67551.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67551.539062 Penalty: 3193.125000
	Iteration 13F: 3 clusters Score -67551.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Entering Unmasked Estep 
Score: -10201737.000000 Penalty: 2794.139648
	Iteration 0F: 2 clusters Score -1.020174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -10149848.000000 Penalty: 5588.279297
	Iteration 0F: 3 clusters Score -1.014985e+07 nChanged 36269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -10170329.000000 Penalty: 5588.279297
	Iteration 1F: 3 clusters Score -1.017033e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -10171031.000000 Penalty: 5588.279297
	Iteration 2Q: 3 clusters Score -1.017103e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -10171808.000000 Penalty: 5588.279297
	Iteration 3Q: 3 clusters Score -1.017181e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -10172860.000000 Penalty: 5588.279297
	Iteration 4Q: 3 clusters Score -1.017286e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -10174214.000000 Penalty: 5588.279297
	Iteration 5Q: 3 clusters Score -1.017421e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -10175980.000000 Penalty: 5588.279297
	Iteration 6Q: 3 clusters Score -1.017598e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -10178339.000000 Penalty: 5588.279297
	Iteration 7F: 3 clusters Score -1.017834e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -10181693.000000 Penalty: 5588.279297
	Iteration 8F: 3 clusters Score -1.018169e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -10185411.000000 Penalty: 5588.279297
	Iteration 9F: 3 clusters Score -1.018541e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -10189244.000000 Penalty: 5588.279297
	Iteration 10F: 3 clusters Score -1.018924e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -10191469.000000 Penalty: 5588.279297
	Iteration 11Q: 3 clusters Score -1.019147e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -10192369.000000 Penalty: 5588.279297
	Iteration 12Q: 3 clusters Score -1.019237e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -10192954.000000 Penalty: 5588.279297
	Iteration 13Q: 3 clusters Score -1.019295e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -10193396.000000 Penalty: 5588.279297
	Iteration 14Q: 3 clusters Score -1.01934e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -10193707.000000 Penalty: 5588.279297
	Iteration 15Q: 3 clusters Score -1.019371e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -10194016.000000 Penalty: 5588.279297
	Iteration 16Q: 3 clusters Score -1.019402e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -10194269.000000 Penalty: 5588.279297
	Iteration 17Q: 3 clusters Score -1.019427e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -10194491.000000 Penalty: 5588.279297
	Iteration 18Q: 3 clusters Score -1.019449e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -10194744.000000 Penalty: 5588.279297
	Iteration 19Q: 3 clusters Score -1.019474e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -10194942.000000 Penalty: 5588.279297
	Iteration 20F: 3 clusters Score -1.019494e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -10195204.000000 Penalty: 5588.279297
	Iteration 21Q: 3 clusters Score -1.01952e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -10195377.000000 Penalty: 5588.279297
	Iteration 22Q: 3 clusters Score -1.019538e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -10195574.000000 Penalty: 5588.279297
	Iteration 23Q: 3 clusters Score -1.019557e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -10195770.000000 Penalty: 5588.279297
	Iteration 24Q: 3 clusters Score -1.019577e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -10195964.000000 Penalty: 5588.279297
	Iteration 25Q: 3 clusters Score -1.019596e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -10196105.000000 Penalty: 5588.279297
	Iteration 26Q: 3 clusters Score -1.01961e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -10196270.000000 Penalty: 5588.279297
	Iteration 27Q: 3 clusters Score -1.019627e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -10196466.000000 Penalty: 5588.279297
	Iteration 28Q: 3 clusters Score -1.019647e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -10196611.000000 Penalty: 5588.279297
	Iteration 29Q: 3 clusters Score -1.019661e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -10196787.000000 Penalty: 5588.279297
	Iteration 30Q: 3 clusters Score -1.019679e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -10196918.000000 Penalty: 5588.279297
	Iteration 31Q: 3 clusters Score -1.019692e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -10197086.000000 Penalty: 5588.279297
	Iteration 32Q: 3 clusters Score -1.019709e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -10197262.000000 Penalty: 5588.279297
	Iteration 33Q: 3 clusters Score -1.019726e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -10197397.000000 Penalty: 5588.279297
	Iteration 34Q: 3 clusters Score -1.01974e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -10197544.000000 Penalty: 5588.279297
	Iteration 35Q: 3 clusters Score -1.019754e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -10197676.000000 Penalty: 5588.279297
	Iteration 36Q: 3 clusters Score -1.019768e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -10197851.000000 Penalty: 5588.279297
	Iteration 37Q: 3 clusters Score -1.019785e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -10197978.000000 Penalty: 5588.279297
	Iteration 38Q: 3 clusters Score -1.019798e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -10198098.000000 Penalty: 5588.279297
	Iteration 39Q: 3 clusters Score -1.01981e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -10198238.000000 Penalty: 5588.279297
	Iteration 40F: 3 clusters Score -1.019824e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -10198382.000000 Penalty: 5588.279297
	Iteration 41Q: 3 clusters Score -1.019838e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 74018 members 
Entering Unmasked Estep 
Score: -10198524.000000 Penalty: 5588.279297
	Iteration 42Q: 3 clusters Score -1.019852e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -10198662.000000 Penalty: 5588.279297
	Iteration 43Q: 3 clusters Score -1.019866e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -10198783.000000 Penalty: 5588.279297
	Iteration 44Q: 3 clusters Score -1.019878e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -10198907.000000 Penalty: 5588.279297
	Iteration 45Q: 3 clusters Score -1.019891e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -10199011.000000 Penalty: 5588.279297
	Iteration 46Q: 3 clusters Score -1.019901e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -10199077.000000 Penalty: 5588.279297
	Iteration 47Q: 3 clusters Score -1.019908e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -10199189.000000 Penalty: 5588.279297
	Iteration 48Q: 3 clusters Score -1.019919e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -10199238.000000 Penalty: 5588.279297
	Iteration 49Q: 3 clusters Score -1.019924e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -10199290.000000 Penalty: 5588.279297
	Iteration 50Q: 3 clusters Score -1.019929e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -10199349.000000 Penalty: 5588.279297
	Iteration 51Q: 3 clusters Score -1.019935e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -10199373.000000 Penalty: 5588.279297
	Iteration 52Q: 3 clusters Score -1.019937e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -10199413.000000 Penalty: 5588.279297
	Iteration 53Q: 3 clusters Score -1.019941e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -10199454.000000 Penalty: 5588.279297
	Iteration 54Q: 3 clusters Score -1.019945e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -10199455.000000 Penalty: 5588.279297
	Iteration 55Q: 3 clusters Score -1.019946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -10199458.000000 Penalty: 5588.279297
	Iteration 56Q: 3 clusters Score -1.019946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -10199483.000000 Penalty: 5588.279297
	Iteration 57Q: 3 clusters Score -1.019948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -10199484.000000 Penalty: 5588.279297
	Iteration 58Q: 3 clusters Score -1.019948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -10199497.000000 Penalty: 5588.279297
	Iteration 59Q: 3 clusters Score -1.01995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -10199498.000000 Penalty: 5588.279297
	Iteration 60F: 3 clusters Score -1.01995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -10199501.000000 Penalty: 5588.279297
	Iteration 61Q: 3 clusters Score -1.01995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -10199512.000000 Penalty: 5588.279297
	Iteration 62Q: 3 clusters Score -1.019951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -10199520.000000 Penalty: 5588.279297
	Iteration 63Q: 3 clusters Score -1.019952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -10199526.000000 Penalty: 5588.279297
	Iteration 64Q: 3 clusters Score -1.019953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -10199513.000000 Penalty: 5588.279297
	Iteration 65Q: 3 clusters Score -1.019951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -10199519.000000 Penalty: 5588.279297
	Iteration 66Q: 3 clusters Score -1.019952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -10199518.000000 Penalty: 5588.279297
	Iteration 67Q: 3 clusters Score -1.019952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -10199516.000000 Penalty: 5588.279297
	Iteration 68Q: 3 clusters Score -1.019952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -10199530.000000 Penalty: 5588.279297
	Iteration 69Q: 3 clusters Score -1.019953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -10199527.000000 Penalty: 5588.279297
	Iteration 70Q: 3 clusters Score -1.019953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 76701 members 
Entering Unmasked Estep 
Score: -10199532.000000 Penalty: 5588.279297
	Iteration 71Q: 3 clusters Score -1.019953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -10199538.000000 Penalty: 5588.279297
	Iteration 72Q: 3 clusters Score -1.019954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -10199544.000000 Penalty: 5588.279297
	Iteration 73Q: 3 clusters Score -1.019954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -10199549.000000 Penalty: 5588.279297
	Iteration 74Q: 3 clusters Score -1.019955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 76723 members 
Entering Unmasked Estep 
Score: -10199544.000000 Penalty: 5588.279297
	Iteration 75Q: 3 clusters Score -1.019954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -10199554.000000 Penalty: 5588.279297
	Iteration 76Q: 3 clusters Score -1.019955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 76727 members 
Entering Unmasked Estep 
Score: -10199548.000000 Penalty: 5588.279297
	Iteration 77Q: 3 clusters Score -1.019955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -10199543.000000 Penalty: 5588.279297
	Iteration 78Q: 3 clusters Score -1.019954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -10199545.000000 Penalty: 5588.279297
	Iteration 79Q: 3 clusters Score -1.019954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -10199541.000000 Penalty: 5588.279297
	Iteration 80F: 3 clusters Score -1.019954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -10199541.000000 Penalty: 5588.279297
	Iteration 81Q: 3 clusters Score -1.019954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -10199548.000000 Penalty: 5588.279297
	Iteration 82Q: 3 clusters Score -1.019955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -10199547.000000 Penalty: 5588.279297
	Iteration 83Q: 3 clusters Score -1.019955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -10199540.000000 Penalty: 5588.279297
	Iteration 84Q: 3 clusters Score -1.019954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -10199542.000000 Penalty: 5588.279297
	Iteration 85Q: 3 clusters Score -1.019954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -10199546.000000 Penalty: 5588.279297
	Iteration 86Q: 3 clusters Score -1.019955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -10199545.000000 Penalty: 5588.279297
	Iteration 87Q: 3 clusters Score -1.019954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -10199542.000000 Penalty: 5588.279297
	Iteration 88Q: 3 clusters Score -1.019954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -10199542.000000 Penalty: 5588.279297
	Iteration 89Q: 3 clusters Score -1.019954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -10199544.000000 Penalty: 5588.279297
	Iteration 90Q: 3 clusters Score -1.019954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -10199545.000000 Penalty: 5588.279297
	Iteration 91Q: 3 clusters Score -1.019954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -10199542.000000 Penalty: 5588.279297
	Iteration 92Q: 3 clusters Score -1.019954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -10199538.000000 Penalty: 5588.279297
	Iteration 93Q: 3 clusters Score -1.019954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -10199540.000000 Penalty: 5588.279297
	Iteration 94Q: 3 clusters Score -1.019954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -10199540.000000 Penalty: 5588.279297
	Iteration 95F: 3 clusters Score -1.019954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192235 members 
Entering Unmasked Estep 
Score: -25438212.000000 Penalty: 3017.285400
	Iteration 0F: 2 clusters Score -2.543821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -25330598.000000 Penalty: 6034.570801
	Iteration 0F: 3 clusters Score -2.53306e+07 nChanged 92123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -25384242.000000 Penalty: 6034.570801
	Iteration 1F: 3 clusters Score -2.538424e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -25384880.000000 Penalty: 6034.570801
	Iteration 2Q: 3 clusters Score -2.538488e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -25385478.000000 Penalty: 6034.570801
	Iteration 3Q: 3 clusters Score -2.538548e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 101351 members 
Entering Unmasked Estep 
Score: -25386500.000000 Penalty: 6034.570801
	Iteration 4Q: 3 clusters Score -2.53865e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 104572 members 
Entering Unmasked Estep 
Score: -25387852.000000 Penalty: 6034.570801
	Iteration 5Q: 3 clusters Score -2.538785e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 109343 members 
Entering Unmasked Estep 
Score: -25390018.000000 Penalty: 6034.570801
	Iteration 6Q: 3 clusters Score -2.539002e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 116414 members 
Entering Unmasked Estep 
Score: -25393768.000000 Penalty: 6034.570801
	Iteration 7Q: 3 clusters Score -2.539377e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -25399678.000000 Penalty: 6034.570801
	Iteration 8F: 3 clusters Score -2.539968e+07 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 138239 members 
Entering Unmasked Estep 
Score: -25408056.000000 Penalty: 6034.570801
	Iteration 9F: 3 clusters Score -2.540806e+07 nChanged 13128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 150475 members 
Entering Unmasked Estep 
Score: -25417606.000000 Penalty: 6034.570801
	Iteration 10F: 3 clusters Score -2.541761e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 160359 members 
Entering Unmasked Estep 
Score: -25426284.000000 Penalty: 6034.570801
	Iteration 11F: 3 clusters Score -2.542628e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 167481 members 
Entering Unmasked Estep 
Score: -25431146.000000 Penalty: 6034.570801
	Iteration 12Q: 3 clusters Score -2.543115e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -25434182.000000 Penalty: 6034.570801
	Iteration 13Q: 3 clusters Score -2.543418e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 175542 members 
Entering Unmasked Estep 
Score: -25435950.000000 Penalty: 6034.570801
	Iteration 14Q: 3 clusters Score -2.543595e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 178022 members 
Entering Unmasked Estep 
Score: -25436940.000000 Penalty: 6034.570801
	Iteration 15Q: 3 clusters Score -2.543694e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -25437454.000000 Penalty: 6034.570801
	Iteration 16Q: 3 clusters Score -2.543745e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 181299 members 
Entering Unmasked Estep 
Score: -25437900.000000 Penalty: 6034.570801
	Iteration 17Q: 3 clusters Score -2.54379e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 182417 members 
Entering Unmasked Estep 
Score: -25438048.000000 Penalty: 6034.570801
	Iteration 18Q: 3 clusters Score -2.543805e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 183330 members 
Entering Unmasked Estep 
Score: -25438148.000000 Penalty: 6034.570801
	Iteration 19Q: 3 clusters Score -2.543815e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 183976 members 
Entering Unmasked Estep 
Score: -25438226.000000 Penalty: 6034.570801
	Iteration 20F: 3 clusters Score -2.543823e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 184537 members 
Entering Unmasked Estep 
Score: -25438230.000000 Penalty: 6034.570801
	Iteration 21Q: 3 clusters Score -2.543823e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 185008 members 
Entering Unmasked Estep 
Score: -25438274.000000 Penalty: 6034.570801
	Iteration 22Q: 3 clusters Score -2.543827e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 185405 members 
Entering Unmasked Estep 
Score: -25438194.000000 Penalty: 6034.570801
	Iteration 23Q: 3 clusters Score -2.543819e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 185750 members 
Entering Unmasked Estep 
Score: -25438260.000000 Penalty: 6034.570801
	Iteration 24Q: 3 clusters Score -2.543826e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 186033 members 
Entering Unmasked Estep 
Score: -25438298.000000 Penalty: 6034.570801
	Iteration 25Q: 3 clusters Score -2.54383e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 186295 members 
Entering Unmasked Estep 
Score: -25438336.000000 Penalty: 6034.570801
	Iteration 26Q: 3 clusters Score -2.543834e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 186519 members 
Entering Unmasked Estep 
Score: -25438316.000000 Penalty: 6034.570801
	Iteration 27Q: 3 clusters Score -2.543832e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 186728 members 
Entering Unmasked Estep 
Score: -25438322.000000 Penalty: 6034.570801
	Iteration 28Q: 3 clusters Score -2.543832e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 186894 members 
Entering Unmasked Estep 
Score: -25438330.000000 Penalty: 6034.570801
	Iteration 29Q: 3 clusters Score -2.543833e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 187011 members 
Entering Unmasked Estep 
Score: -25438280.000000 Penalty: 6034.570801
	Iteration 30Q: 3 clusters Score -2.543828e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 187124 members 
Entering Unmasked Estep 
Score: -25438292.000000 Penalty: 6034.570801
	Iteration 31Q: 3 clusters Score -2.543829e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 187220 members 
Entering Unmasked Estep 
Score: -25438256.000000 Penalty: 6034.570801
	Iteration 32Q: 3 clusters Score -2.543826e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 187301 members 
Entering Unmasked Estep 
Score: -25438268.000000 Penalty: 6034.570801
	Iteration 33Q: 3 clusters Score -2.543827e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 187370 members 
Entering Unmasked Estep 
Score: -25438224.000000 Penalty: 6034.570801
	Iteration 34Q: 3 clusters Score -2.543822e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 187430 members 
Entering Unmasked Estep 
Score: -25438218.000000 Penalty: 6034.570801
	Iteration 35Q: 3 clusters Score -2.543822e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 187497 members 
Entering Unmasked Estep 
Score: -25438186.000000 Penalty: 6034.570801
	Iteration 36Q: 3 clusters Score -2.543819e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 187564 members 
Entering Unmasked Estep 
Score: -25438158.000000 Penalty: 6034.570801
	Iteration 37Q: 3 clusters Score -2.543816e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 187631 members 
Entering Unmasked Estep 
Score: -25438160.000000 Penalty: 6034.570801
	Iteration 38Q: 3 clusters Score -2.543816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 187692 members 
Entering Unmasked Estep 
Score: -25438170.000000 Penalty: 6034.570801
	Iteration 39Q: 3 clusters Score -2.543817e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 187742 members 
Entering Unmasked Estep 
Score: -25438128.000000 Penalty: 6034.570801
	Iteration 40F: 3 clusters Score -2.543813e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 187789 members 
Entering Unmasked Estep 
Score: -25438072.000000 Penalty: 6034.570801
	Iteration 41Q: 3 clusters Score -2.543807e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 187831 members 
Entering Unmasked Estep 
Score: -25438044.000000 Penalty: 6034.570801
	Iteration 42Q: 3 clusters Score -2.543804e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 187865 members 
Entering Unmasked Estep 
Score: -25438040.000000 Penalty: 6034.570801
	Iteration 43Q: 3 clusters Score -2.543804e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 187892 members 
Entering Unmasked Estep 
Score: -25438018.000000 Penalty: 6034.570801
	Iteration 44Q: 3 clusters Score -2.543802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 187913 members 
Entering Unmasked Estep 
Score: -25438008.000000 Penalty: 6034.570801
	Iteration 45Q: 3 clusters Score -2.543801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 187926 members 
Entering Unmasked Estep 
Score: -25437988.000000 Penalty: 6034.570801
	Iteration 46Q: 3 clusters Score -2.543799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 187942 members 
Entering Unmasked Estep 
Score: -25438004.000000 Penalty: 6034.570801
	Iteration 47Q: 3 clusters Score -2.5438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 187955 members 
Entering Unmasked Estep 
Score: -25437998.000000 Penalty: 6034.570801
	Iteration 48Q: 3 clusters Score -2.5438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 187972 members 
Entering Unmasked Estep 
Score: -25437984.000000 Penalty: 6034.570801
	Iteration 49Q: 3 clusters Score -2.543798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 187993 members 
Entering Unmasked Estep 
Score: -25437998.000000 Penalty: 6034.570801
	Iteration 50Q: 3 clusters Score -2.5438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 188013 members 
Entering Unmasked Estep 
Score: -25437998.000000 Penalty: 6034.570801
	Iteration 51Q: 3 clusters Score -2.5438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 188030 members 
Entering Unmasked Estep 
Score: -25437976.000000 Penalty: 6034.570801
	Iteration 52Q: 3 clusters Score -2.543798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 188043 members 
Entering Unmasked Estep 
Score: -25438010.000000 Penalty: 6034.570801
	Iteration 53Q: 3 clusters Score -2.543801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 188061 members 
Entering Unmasked Estep 
Score: -25438024.000000 Penalty: 6034.570801
	Iteration 54Q: 3 clusters Score -2.543802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 188073 members 
Entering Unmasked Estep 
Score: -25438038.000000 Penalty: 6034.570801
	Iteration 55Q: 3 clusters Score -2.543804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 188081 members 
Entering Unmasked Estep 
Score: -25438042.000000 Penalty: 6034.570801
	Iteration 56Q: 3 clusters Score -2.543804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 188094 members 
Entering Unmasked Estep 
Score: -25438046.000000 Penalty: 6034.570801
	Iteration 57Q: 3 clusters Score -2.543805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 188105 members 
Entering Unmasked Estep 
Score: -25438038.000000 Penalty: 6034.570801
	Iteration 58Q: 3 clusters Score -2.543804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 188117 members 
Entering Unmasked Estep 
Score: -25438034.000000 Penalty: 6034.570801
	Iteration 59Q: 3 clusters Score -2.543803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 188127 members 
Entering Unmasked Estep 
Score: -25438036.000000 Penalty: 6034.570801
	Iteration 60F: 3 clusters Score -2.543804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 188135 members 
Entering Unmasked Estep 
Score: -25438038.000000 Penalty: 6034.570801
	Iteration 61Q: 3 clusters Score -2.543804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 188149 members 
Entering Unmasked Estep 
Score: -25438050.000000 Penalty: 6034.570801
	Iteration 62Q: 3 clusters Score -2.543805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 188156 members 
Entering Unmasked Estep 
Score: -25438036.000000 Penalty: 6034.570801
	Iteration 63Q: 3 clusters Score -2.543804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 188160 members 
Entering Unmasked Estep 
Score: -25438034.000000 Penalty: 6034.570801
	Iteration 64Q: 3 clusters Score -2.543803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 188165 members 
Entering Unmasked Estep 
Score: -25438036.000000 Penalty: 6034.570801
	Iteration 65Q: 3 clusters Score -2.543804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 188170 members 
Entering Unmasked Estep 
Score: -25438026.000000 Penalty: 6034.570801
	Iteration 66Q: 3 clusters Score -2.543803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 188176 members 
Entering Unmasked Estep 
Score: -25438040.000000 Penalty: 6034.570801
	Iteration 67Q: 3 clusters Score -2.543804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 188178 members 
Entering Unmasked Estep 
Score: -25438042.000000 Penalty: 6034.570801
	Iteration 68Q: 3 clusters Score -2.543804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 188180 members 
Entering Unmasked Estep 
Score: -25438042.000000 Penalty: 6034.570801
	Iteration 69Q: 3 clusters Score -2.543804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 188183 members 
Entering Unmasked Estep 
Score: -25438044.000000 Penalty: 6034.570801
	Iteration 70Q: 3 clusters Score -2.543804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 188186 members 
Entering Unmasked Estep 
Score: -25438032.000000 Penalty: 6034.570801
	Iteration 71Q: 3 clusters Score -2.543803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 188191 members 
Entering Unmasked Estep 
Score: -25438030.000000 Penalty: 6034.570801
	Iteration 72Q: 3 clusters Score -2.543803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 188194 members 
Entering Unmasked Estep 
Score: -25438004.000000 Penalty: 6034.570801
	Iteration 73Q: 3 clusters Score -2.5438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 188202 members 
Entering Unmasked Estep 
Score: -25437990.000000 Penalty: 6034.570801
	Iteration 74Q: 3 clusters Score -2.543799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 188209 members 
Entering Unmasked Estep 
Score: -25437990.000000 Penalty: 6034.570801
	Iteration 75Q: 3 clusters Score -2.543799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 188222 members 
Entering Unmasked Estep 
Score: -25437974.000000 Penalty: 6034.570801
	Iteration 76Q: 3 clusters Score -2.543797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 188241 members 
Entering Unmasked Estep 
Score: -25437982.000000 Penalty: 6034.570801
	Iteration 77Q: 3 clusters Score -2.543798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 188252 members 
Entering Unmasked Estep 
Score: -25437982.000000 Penalty: 6034.570801
	Iteration 78Q: 3 clusters Score -2.543798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 188268 members 
Entering Unmasked Estep 
Score: -25437966.000000 Penalty: 6034.570801
	Iteration 79Q: 3 clusters Score -2.543797e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 188290 members 
Entering Unmasked Estep 
Score: -25437946.000000 Penalty: 6034.570801
	Iteration 80F: 3 clusters Score -2.543795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 188303 members 
Entering Unmasked Estep 
Score: -25437974.000000 Penalty: 6034.570801
	Iteration 81Q: 3 clusters Score -2.543797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 188311 members 
Entering Unmasked Estep 
Score: -25437970.000000 Penalty: 6034.570801
	Iteration 82Q: 3 clusters Score -2.543797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 188327 members 
Entering Unmasked Estep 
Score: -25437920.000000 Penalty: 6034.570801
	Iteration 83Q: 3 clusters Score -2.543792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 188344 members 
Entering Unmasked Estep 
Score: -25437932.000000 Penalty: 6034.570801
	Iteration 84Q: 3 clusters Score -2.543793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 188354 members 
Entering Unmasked Estep 
Score: -25437918.000000 Penalty: 6034.570801
	Iteration 85Q: 3 clusters Score -2.543792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 188365 members 
Entering Unmasked Estep 
Score: -25437886.000000 Penalty: 6034.570801
	Iteration 86Q: 3 clusters Score -2.543789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 188375 members 
Entering Unmasked Estep 
Score: -25437900.000000 Penalty: 6034.570801
	Iteration 87Q: 3 clusters Score -2.54379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
Score: -25437906.000000 Penalty: 6034.570801
	Iteration 88Q: 3 clusters Score -2.543791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 188385 members 
Entering Unmasked Estep 
Score: -25437900.000000 Penalty: 6034.570801
	Iteration 89Q: 3 clusters Score -2.54379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 188388 members 
Entering Unmasked Estep 
Score: -25437890.000000 Penalty: 6034.570801
	Iteration 90Q: 3 clusters Score -2.543789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 188394 members 
Entering Unmasked Estep 
Score: -25437902.000000 Penalty: 6034.570801
	Iteration 91Q: 3 clusters Score -2.54379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 188398 members 
Entering Unmasked Estep 
Score: -25437866.000000 Penalty: 6034.570801
	Iteration 92Q: 3 clusters Score -2.543787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 188402 members 
Entering Unmasked Estep 
Score: -25437886.000000 Penalty: 6034.570801
	Iteration 93Q: 3 clusters Score -2.543789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 188402 members 
Entering Unmasked Estep 
Score: -25437886.000000 Penalty: 6034.570801
	Iteration 94Q: 3 clusters Score -2.543789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 188405 members 
Entering Unmasked Estep 
Score: -25437872.000000 Penalty: 6034.570801
	Iteration 95Q: 3 clusters Score -2.543787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 188410 members 
Entering Unmasked Estep 
Score: -25437872.000000 Penalty: 6034.570801
	Iteration 96Q: 3 clusters Score -2.543787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 188415 members 
Entering Unmasked Estep 
Score: -25437868.000000 Penalty: 6034.570801
	Iteration 97Q: 3 clusters Score -2.543787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 188417 members 
Entering Unmasked Estep 
Score: -25437864.000000 Penalty: 6034.570801
	Iteration 98Q: 3 clusters Score -2.543786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 188419 members 
Entering Unmasked Estep 
Score: -25437866.000000 Penalty: 6034.570801
	Iteration 99Q: 3 clusters Score -2.543787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 188423 members 
Entering Unmasked Estep 
Score: -25437880.000000 Penalty: 6034.570801
	Iteration 100F: 3 clusters Score -2.543788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 188429 members 
Entering Unmasked Estep 
Score: -25437880.000000 Penalty: 6034.570801
	Iteration 101Q: 3 clusters Score -2.543788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 188434 members 
Entering Unmasked Estep 
Score: -25437866.000000 Penalty: 6034.570801
	Iteration 102Q: 3 clusters Score -2.543787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 188437 members 
Entering Unmasked Estep 
Score: -25437884.000000 Penalty: 6034.570801
	Iteration 103Q: 3 clusters Score -2.543788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 188445 members 
Entering Unmasked Estep 
Score: -25437874.000000 Penalty: 6034.570801
	Iteration 104Q: 3 clusters Score -2.543787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 188454 members 
Entering Unmasked Estep 
Score: -25437892.000000 Penalty: 6034.570801
	Iteration 105Q: 3 clusters Score -2.543789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 188459 members 
Entering Unmasked Estep 
Score: -25437878.000000 Penalty: 6034.570801
	Iteration 106Q: 3 clusters Score -2.543788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 188465 members 
Entering Unmasked Estep 
Score: -25437856.000000 Penalty: 6034.570801
	Iteration 107Q: 3 clusters Score -2.543786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 188469 members 
Entering Unmasked Estep 
Score: -25437878.000000 Penalty: 6034.570801
	Iteration 108Q: 3 clusters Score -2.543788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 188477 members 
Entering Unmasked Estep 
Score: -25437874.000000 Penalty: 6034.570801
	Iteration 109Q: 3 clusters Score -2.543787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 188482 members 
Entering Unmasked Estep 
Score: -25437866.000000 Penalty: 6034.570801
	Iteration 110Q: 3 clusters Score -2.543787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 188485 members 
Entering Unmasked Estep 
Score: -25437880.000000 Penalty: 6034.570801
	Iteration 111Q: 3 clusters Score -2.543788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 188486 members 
Entering Unmasked Estep 
Score: -25437870.000000 Penalty: 6034.570801
	Iteration 112Q: 3 clusters Score -2.543787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 188488 members 
Entering Unmasked Estep 
Score: -25437864.000000 Penalty: 6034.570801
	Iteration 113Q: 3 clusters Score -2.543786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 188487 members 
Entering Unmasked Estep 
Score: -25437874.000000 Penalty: 6034.570801
	Iteration 114Q: 3 clusters Score -2.543787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 188488 members 
Entering Unmasked Estep 
Score: -25437862.000000 Penalty: 6034.570801
	Iteration 115Q: 3 clusters Score -2.543786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 188489 members 
Entering Unmasked Estep 
Score: -25437868.000000 Penalty: 6034.570801
	Iteration 116Q: 3 clusters Score -2.543787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 188489 members 
Entering Unmasked Estep 
Score: -25437868.000000 Penalty: 6034.570801
	Iteration 117F: 3 clusters Score -2.543787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -183588.515625 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -183588.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -181383.718750 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -181383.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -181773.687500 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -181773.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181871.046875 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -181871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -181921.125000 Penalty: 3601.915771
	Iteration 3Q: 3 clusters Score -181921.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181965.312500 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -181965.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -181992.078125 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -181992.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -182011.093750 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -182011.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182031.640625 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -182031.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -182046.765625 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -182046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -182057.234375 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -182057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -182068.734375 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -182068.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -182076.937500 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -182076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -182086.843750 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -182086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -182096.875000 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -182096.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -182107.062500 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -182107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -182119.343750 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -182119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182128.437500 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -182128.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -182140.687500 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -182140.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -182157.609375 Penalty: 3601.915771
	Iteration 18Q: 3 clusters Score -182157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -182166.921875 Penalty: 3601.915771
	Iteration 19Q: 3 clusters Score -182166.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -182170.890625 Penalty: 3601.915771
	Iteration 20F: 3 clusters Score -182170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -182175.843750 Penalty: 3601.915771
	Iteration 21Q: 3 clusters Score -182175.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -182182.828125 Penalty: 3601.915771
	Iteration 22Q: 3 clusters Score -182182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -182186.468750 Penalty: 3601.915771
	Iteration 23Q: 3 clusters Score -182186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182191.531250 Penalty: 3601.915771
	Iteration 24Q: 3 clusters Score -182191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182194.109375 Penalty: 3601.915771
	Iteration 25Q: 3 clusters Score -182194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -182198.312500 Penalty: 3601.915771
	Iteration 26Q: 3 clusters Score -182198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -182201.281250 Penalty: 3601.915771
	Iteration 27Q: 3 clusters Score -182201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -182203.921875 Penalty: 3601.915771
	Iteration 28Q: 3 clusters Score -182203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -182204.734375 Penalty: 3601.915771
	Iteration 29Q: 3 clusters Score -182204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -182205.265625 Penalty: 3601.915771
	Iteration 30Q: 3 clusters Score -182205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -182205.890625 Penalty: 3601.915771
	Iteration 31Q: 3 clusters Score -182205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -182205.890625 Penalty: 3601.915771
	Iteration 32F: 3 clusters Score -182205.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -80150.992188 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -80150.99 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 366 members 
Entering Unmasked Estep 
Score: -78602.406250 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -78602.41 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79668.617188 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -79668.62 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80456.007812 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -80456.01 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -80870.656250 Penalty: 3294.026367
	Iteration 3F: 3 clusters Score -80870.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -81004.156250 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -81004.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -81081.429688 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -81081.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -81219.992188 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -81219.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -81325.164062 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -81325.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -81387.828125 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -81387.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -81413.320312 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -81413.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -81416.343750 Penalty: 3294.026367
	Iteration 10F: 3 clusters Score -81416.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -81420.437500 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -81420.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -81422.820312 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -81422.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -81440.062500 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -81440.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -81475.914062 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -81475.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -81475.914062 Penalty: 3294.026367
	Iteration 15F: 3 clusters Score -81475.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21323 members 
Mstep: Class 3 contains 23956 members 
Mstep: Class 4 contains 45775 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183613 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41479 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 26054 members 
Mstep: Class 16 contains 69046 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78174 members 
Mstep: Class 19 contains 192235 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 125 members 
Mstep: Class 22 contains 38963 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 197229 members 
Mstep: Class 28 contains 1760 members 
Mstep: Class 29 contains 641 members 
Entering Unmasked Estep 
Score: -133229688.000000 Penalty: 99558.382812
Splitting cluster 21 changes total score from -133229920.000000 to -133229688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (38963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Entering Unmasked Estep 
Score: -5242040.000000 Penalty: 2621.451172
	Iteration 0F: 2 clusters Score -5242040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -5215587.500000 Penalty: 5242.902344
	Iteration 0F: 3 clusters Score -5215588 nChanged 17801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5225366.500000 Penalty: 5242.902344
	Iteration 1F: 3 clusters Score -5225366 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -5225768.000000 Penalty: 5242.902344
	Iteration 2Q: 3 clusters Score -5225768 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -5226155.500000 Penalty: 5242.902344
	Iteration 3Q: 3 clusters Score -5226156 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5226666.500000 Penalty: 5242.902344
	Iteration 4Q: 3 clusters Score -5226666 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5227345.000000 Penalty: 5242.902344
	Iteration 5Q: 3 clusters Score -5227345 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5228254.500000 Penalty: 5242.902344
	Iteration 6Q: 3 clusters Score -5228254 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5229418.000000 Penalty: 5242.902344
	Iteration 7F: 3 clusters Score -5229418 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -5230887.500000 Penalty: 5242.902344
	Iteration 8F: 3 clusters Score -5230888 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -5232569.000000 Penalty: 5242.902344
	Iteration 9F: 3 clusters Score -5232569 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -5234309.500000 Penalty: 5242.902344
	Iteration 10F: 3 clusters Score -5234310 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -5235788.500000 Penalty: 5242.902344
	Iteration 11F: 3 clusters Score -5235788 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -5236892.500000 Penalty: 5242.902344
	Iteration 12Q: 3 clusters Score -5236892 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -5237606.000000 Penalty: 5242.902344
	Iteration 13Q: 3 clusters Score -5237606 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -5238080.000000 Penalty: 5242.902344
	Iteration 14Q: 3 clusters Score -5238080 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5238449.500000 Penalty: 5242.902344
	Iteration 15Q: 3 clusters Score -5238450 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -5238726.500000 Penalty: 5242.902344
	Iteration 16Q: 3 clusters Score -5238726 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -5238966.000000 Penalty: 5242.902344
	Iteration 17Q: 3 clusters Score -5238966 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -5239212.000000 Penalty: 5242.902344
	Iteration 18Q: 3 clusters Score -5239212 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5239425.000000 Penalty: 5242.902344
	Iteration 19Q: 3 clusters Score -5239425 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5239569.000000 Penalty: 5242.902344
	Iteration 20F: 3 clusters Score -5239569 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -5239712.500000 Penalty: 5242.902344
	Iteration 21Q: 3 clusters Score -5239712 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5239842.000000 Penalty: 5242.902344
	Iteration 22Q: 3 clusters Score -5239842 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5239938.000000 Penalty: 5242.902344
	Iteration 23Q: 3 clusters Score -5239938 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -5240028.000000 Penalty: 5242.902344
	Iteration 24Q: 3 clusters Score -5240028 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -5240095.000000 Penalty: 5242.902344
	Iteration 25Q: 3 clusters Score -5240095 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -5240149.000000 Penalty: 5242.902344
	Iteration 26Q: 3 clusters Score -5240149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -5240176.000000 Penalty: 5242.902344
	Iteration 27Q: 3 clusters Score -5240176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -5240193.000000 Penalty: 5242.902344
	Iteration 28Q: 3 clusters Score -5240193 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -5240220.000000 Penalty: 5242.902344
	Iteration 29Q: 3 clusters Score -5240220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -5240236.500000 Penalty: 5242.902344
	Iteration 30Q: 3 clusters Score -5240236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -5240237.500000 Penalty: 5242.902344
	Iteration 31Q: 3 clusters Score -5240238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5240243.000000 Penalty: 5242.902344
	Iteration 32Q: 3 clusters Score -5240243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -5240252.000000 Penalty: 5242.902344
	Iteration 33Q: 3 clusters Score -5240252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -5240247.500000 Penalty: 5242.902344
	Iteration 34Q: 3 clusters Score -5240248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5240253.000000 Penalty: 5242.902344
	Iteration 35Q: 3 clusters Score -5240253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -5240255.500000 Penalty: 5242.902344
	Iteration 36Q: 3 clusters Score -5240256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5240253.000000 Penalty: 5242.902344
	Iteration 37Q: 3 clusters Score -5240253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -5240262.500000 Penalty: 5242.902344
	Iteration 38Q: 3 clusters Score -5240262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -5240262.500000 Penalty: 5242.902344
	Iteration 39Q: 3 clusters Score -5240262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -5240260.500000 Penalty: 5242.902344
	Iteration 40F: 3 clusters Score -5240260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -5240259.000000 Penalty: 5242.902344
	Iteration 41Q: 3 clusters Score -5240259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -5240271.500000 Penalty: 5242.902344
	Iteration 42Q: 3 clusters Score -5240272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -5240269.000000 Penalty: 5242.902344
	Iteration 43Q: 3 clusters Score -5240269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5240274.000000 Penalty: 5242.902344
	Iteration 44Q: 3 clusters Score -5240274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -5240277.500000 Penalty: 5242.902344
	Iteration 45Q: 3 clusters Score -5240278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5240275.500000 Penalty: 5242.902344
	Iteration 46Q: 3 clusters Score -5240276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -5240275.000000 Penalty: 5242.902344
	Iteration 47Q: 3 clusters Score -5240275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -5240273.500000 Penalty: 5242.902344
	Iteration 48Q: 3 clusters Score -5240274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -5240281.000000 Penalty: 5242.902344
	Iteration 49Q: 3 clusters Score -5240281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -5240280.000000 Penalty: 5242.902344
	Iteration 50Q: 3 clusters Score -5240280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5240282.000000 Penalty: 5242.902344
	Iteration 51Q: 3 clusters Score -5240282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5240285.000000 Penalty: 5242.902344
	Iteration 52Q: 3 clusters Score -5240285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -5240281.500000 Penalty: 5242.902344
	Iteration 53Q: 3 clusters Score -5240282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -5240285.000000 Penalty: 5242.902344
	Iteration 54Q: 3 clusters Score -5240285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -5240284.500000 Penalty: 5242.902344
	Iteration 55Q: 3 clusters Score -5240284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -5240284.500000 Penalty: 5242.902344
	Iteration 56Q: 3 clusters Score -5240284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5240287.500000 Penalty: 5242.902344
	Iteration 57Q: 3 clusters Score -5240288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -5240291.500000 Penalty: 5242.902344
	Iteration 58Q: 3 clusters Score -5240292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5240291.500000 Penalty: 5242.902344
	Iteration 59Q: 3 clusters Score -5240292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -5240285.500000 Penalty: 5242.902344
	Iteration 60F: 3 clusters Score -5240286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5240288.000000 Penalty: 5242.902344
	Iteration 61Q: 3 clusters Score -5240288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -5240282.000000 Penalty: 5242.902344
	Iteration 62Q: 3 clusters Score -5240282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -5240286.500000 Penalty: 5242.902344
	Iteration 63Q: 3 clusters Score -5240286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -5240284.500000 Penalty: 5242.902344
	Iteration 64Q: 3 clusters Score -5240284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -5240293.500000 Penalty: 5242.902344
	Iteration 65Q: 3 clusters Score -5240294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -5240282.000000 Penalty: 5242.902344
	Iteration 66Q: 3 clusters Score -5240282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -5240286.500000 Penalty: 5242.902344
	Iteration 67Q: 3 clusters Score -5240286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -5240283.500000 Penalty: 5242.902344
	Iteration 68Q: 3 clusters Score -5240284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5240288.000000 Penalty: 5242.902344
	Iteration 69Q: 3 clusters Score -5240288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5240295.000000 Penalty: 5242.902344
	Iteration 70Q: 3 clusters Score -5240295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5240301.000000 Penalty: 5242.902344
	Iteration 71Q: 3 clusters Score -5240301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -5240307.000000 Penalty: 5242.902344
	Iteration 72Q: 3 clusters Score -5240307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -5240310.000000 Penalty: 5242.902344
	Iteration 73Q: 3 clusters Score -5240310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5240318.000000 Penalty: 5242.902344
	Iteration 74Q: 3 clusters Score -5240318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5240318.000000 Penalty: 5242.902344
	Iteration 75F: 3 clusters Score -5240318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -86237.601562 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -86237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84565.921875 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -84565.92 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84781.109375 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -84781.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84853.656250 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -84853.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84879.195312 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -84879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84908.625000 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -84908.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84923.421875 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -84923.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84937.648438 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -84937.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84946.765625 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -84946.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84950.476562 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -84950.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84950.476562 Penalty: 3229.088135
	Iteration 9F: 3 clusters Score -84950.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -1665638.500000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -1665638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1656299.750000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -1656300 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1659188.500000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -1659188 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1659468.875000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -1659469 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1659669.750000 Penalty: 4685.473145
	Iteration 3Q: 3 clusters Score -1659670 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1659823.625000 Penalty: 4685.473145
	Iteration 4Q: 3 clusters Score -1659824 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1660009.500000 Penalty: 4685.473145
	Iteration 5Q: 3 clusters Score -1660010 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1660193.125000 Penalty: 4685.473145
	Iteration 6Q: 3 clusters Score -1660193 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1660392.250000 Penalty: 4685.473145
	Iteration 7Q: 3 clusters Score -1660392 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1660636.000000 Penalty: 4685.473145
	Iteration 8Q: 3 clusters Score -1660636 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1660931.625000 Penalty: 4685.473145
	Iteration 9Q: 3 clusters Score -1660932 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1661241.000000 Penalty: 4685.473145
	Iteration 10Q: 3 clusters Score -1661241 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1661607.625000 Penalty: 4685.473145
	Iteration 11Q: 3 clusters Score -1661608 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1661987.250000 Penalty: 4685.473145
	Iteration 12Q: 3 clusters Score -1661987 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1662345.375000 Penalty: 4685.473145
	Iteration 13Q: 3 clusters Score -1662345 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1662640.750000 Penalty: 4685.473145
	Iteration 14Q: 3 clusters Score -1662641 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1662883.500000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -1662884 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1663071.250000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -1663071 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1663205.125000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -1663205 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1663301.875000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -1663302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1663377.250000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -1663377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1663436.250000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -1663436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1663483.750000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -1663484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1663521.125000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -1663521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1663548.375000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -1663548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1663560.250000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -1663560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1663566.125000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -1663566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1663574.500000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -1663574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1663578.875000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -1663579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1663585.375000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -1663585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1663585.750000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -1663586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1663587.750000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -1663588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1663589.125000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -1663589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1663590.875000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -1663591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1663592.375000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -1663592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1663595.500000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -1663596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1663597.125000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -1663597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1663598.625000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -1663599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1663598.625000 Penalty: 4685.473145
	Iteration 37F: 3 clusters Score -1663599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 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 350 members 
Entering Unmasked Estep 
Score: -74143.289062 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74143.29 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74718.601562 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74718.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75141.382812 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -75141.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75451.718750 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75451.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75708.796875 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -75708.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76013.914062 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -76013.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76137.125000 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -76137.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76232.187500 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -76232.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76330.804688 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -76330.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76409.687500 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -76409.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76471.156250 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -76471.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76539.789062 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -76539.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76548.250000 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -76548.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76548.250000 Penalty: 3261.237549
	Iteration 13F: 3 clusters Score -76548.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21323 members 
Mstep: Class 3 contains 23956 members 
Mstep: Class 4 contains 45775 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183613 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41479 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 26054 members 
Mstep: Class 16 contains 69046 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78174 members 
Mstep: Class 19 contains 192235 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38963 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 197229 members 
Mstep: Class 28 contains 1760 members 
Mstep: Class 29 contains 463 members 
Entering Unmasked Estep 
Score: -133228944.000000 Penalty: 99558.382812
Splitting cluster 25 changes total score from -133229920.000000 to -133228944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -534229.062500 Penalty: 2069.672852
	Iteration 0F: 2 clusters Score -534229.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -530236.562500 Penalty: 4139.345703
	Iteration 0F: 3 clusters Score -530236.6 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -531425.250000 Penalty: 4139.345703
	Iteration 1F: 3 clusters Score -531425.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -531931.875000 Penalty: 4139.345703
	Iteration 2F: 3 clusters Score -531931.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -532352.500000 Penalty: 4139.345703
	Iteration 3F: 3 clusters Score -532352.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -532637.125000 Penalty: 4139.345703
	Iteration 4F: 3 clusters Score -532637.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -532868.125000 Penalty: 4139.345703
	Iteration 5F: 3 clusters Score -532868.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -533031.437500 Penalty: 4139.345703
	Iteration 6Q: 3 clusters Score -533031.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -533126.875000 Penalty: 4139.345703
	Iteration 7Q: 3 clusters Score -533126.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -533187.562500 Penalty: 4139.345703
	Iteration 8Q: 3 clusters Score -533187.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -533223.687500 Penalty: 4139.345703
	Iteration 9Q: 3 clusters Score -533223.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -533254.937500 Penalty: 4139.345703
	Iteration 10Q: 3 clusters Score -533254.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -533279.687500 Penalty: 4139.345703
	Iteration 11Q: 3 clusters Score -533279.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -533295.125000 Penalty: 4139.345703
	Iteration 12Q: 3 clusters Score -533295.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -533305.687500 Penalty: 4139.345703
	Iteration 13Q: 3 clusters Score -533305.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -533312.937500 Penalty: 4139.345703
	Iteration 14Q: 3 clusters Score -533312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -533317.875000 Penalty: 4139.345703
	Iteration 15Q: 3 clusters Score -533317.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -533336.625000 Penalty: 4139.345703
	Iteration 16Q: 3 clusters Score -533336.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -533362.312500 Penalty: 4139.345703
	Iteration 17Q: 3 clusters Score -533362.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -533378.500000 Penalty: 4139.345703
	Iteration 18Q: 3 clusters Score -533378.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -533385.000000 Penalty: 4139.345703
	Iteration 19Q: 3 clusters Score -533385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -533387.000000 Penalty: 4139.345703
	Iteration 20F: 3 clusters Score -533387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -533387.812500 Penalty: 4139.345703
	Iteration 21Q: 3 clusters Score -533387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -533389.187500 Penalty: 4139.345703
	Iteration 22Q: 3 clusters Score -533389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -533391.062500 Penalty: 4139.345703
	Iteration 23Q: 3 clusters Score -533391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -533391.062500 Penalty: 4139.345703
	Iteration 24F: 3 clusters Score -533391.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (197229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197229 members 
Entering Unmasked Estep 
Score: -26182508.000000 Penalty: 3023.645996
	Iteration 0F: 2 clusters Score -2.618251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99152 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -26055744.000000 Penalty: 6047.291992
	Iteration 0F: 3 clusters Score -2.605574e+07 nChanged 94838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 90909 members 
Entering Unmasked Estep 
Score: -26111796.000000 Penalty: 6047.291992
	Iteration 1F: 3 clusters Score -2.61118e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111026 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -26113674.000000 Penalty: 6047.291992
	Iteration 2Q: 3 clusters Score -2.611367e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118438 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -26117454.000000 Penalty: 6047.291992
	Iteration 3Q: 3 clusters Score -2.611745e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129497 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -26124152.000000 Penalty: 6047.291992
	Iteration 4F: 3 clusters Score -2.612415e+07 nChanged 15859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144746 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -26136172.000000 Penalty: 6047.291992
	Iteration 5F: 3 clusters Score -2.613617e+07 nChanged 18156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162432 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -26152956.000000 Penalty: 6047.291992
	Iteration 6F: 3 clusters Score -2.615296e+07 nChanged 15852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178032 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -26167568.000000 Penalty: 6047.291992
	Iteration 7F: 3 clusters Score -2.616757e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187628 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -26175480.000000 Penalty: 6047.291992
	Iteration 8Q: 3 clusters Score -2.617548e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191951 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -26178634.000000 Penalty: 6047.291992
	Iteration 9Q: 3 clusters Score -2.617863e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193752 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -26179666.000000 Penalty: 6047.291992
	Iteration 10Q: 3 clusters Score -2.617967e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194637 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -26180204.000000 Penalty: 6047.291992
	Iteration 11Q: 3 clusters Score -2.61802e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195103 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -26180408.000000 Penalty: 6047.291992
	Iteration 12Q: 3 clusters Score -2.618041e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195387 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -26180540.000000 Penalty: 6047.291992
	Iteration 13Q: 3 clusters Score -2.618054e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195584 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -26180554.000000 Penalty: 6047.291992
	Iteration 14Q: 3 clusters Score -2.618055e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195714 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -26180606.000000 Penalty: 6047.291992
	Iteration 15Q: 3 clusters Score -2.618061e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195822 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -26180552.000000 Penalty: 6047.291992
	Iteration 16Q: 3 clusters Score -2.618055e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195912 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -26180574.000000 Penalty: 6047.291992
	Iteration 17Q: 3 clusters Score -2.618057e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195991 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -26180570.000000 Penalty: 6047.291992
	Iteration 18Q: 3 clusters Score -2.618057e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196058 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -26180560.000000 Penalty: 6047.291992
	Iteration 19Q: 3 clusters Score -2.618056e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196107 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -26180550.000000 Penalty: 6047.291992
	Iteration 20F: 3 clusters Score -2.618055e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196137 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -26180560.000000 Penalty: 6047.291992
	Iteration 21Q: 3 clusters Score -2.618056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196156 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -26180558.000000 Penalty: 6047.291992
	Iteration 22Q: 3 clusters Score -2.618056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196175 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -26180530.000000 Penalty: 6047.291992
	Iteration 23Q: 3 clusters Score -2.618053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196196 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -26180504.000000 Penalty: 6047.291992
	Iteration 24Q: 3 clusters Score -2.61805e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196213 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -26180514.000000 Penalty: 6047.291992
	Iteration 25Q: 3 clusters Score -2.618051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196223 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -26180510.000000 Penalty: 6047.291992
	Iteration 26Q: 3 clusters Score -2.618051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196231 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -26180486.000000 Penalty: 6047.291992
	Iteration 27Q: 3 clusters Score -2.618049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196235 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -26180496.000000 Penalty: 6047.291992
	Iteration 28Q: 3 clusters Score -2.61805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196238 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -26180486.000000 Penalty: 6047.291992
	Iteration 29Q: 3 clusters Score -2.618049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196239 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -26180512.000000 Penalty: 6047.291992
	Iteration 30Q: 3 clusters Score -2.618051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196240 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -26180500.000000 Penalty: 6047.291992
	Iteration 31Q: 3 clusters Score -2.61805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196243 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -26180500.000000 Penalty: 6047.291992
	Iteration 32Q: 3 clusters Score -2.61805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196246 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -26180502.000000 Penalty: 6047.291992
	Iteration 33Q: 3 clusters Score -2.61805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196247 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -26180494.000000 Penalty: 6047.291992
	Iteration 34Q: 3 clusters Score -2.618049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196248 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -26180490.000000 Penalty: 6047.291992
	Iteration 35Q: 3 clusters Score -2.618049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196248 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -26180490.000000 Penalty: 6047.291992
	Iteration 36F: 3 clusters Score -2.618049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -228647.921875 Penalty: 1853.321167
	Iteration 0F: 2 clusters Score -228647.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -226158.796875 Penalty: 3706.642334
	Iteration 0F: 3 clusters Score -226158.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -226545.328125 Penalty: 3706.642334
	Iteration 1F: 3 clusters Score -226545.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226675.250000 Penalty: 3706.642334
	Iteration 2F: 3 clusters Score -226675.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226749.984375 Penalty: 3706.642334
	Iteration 3Q: 3 clusters Score -226750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -226792.000000 Penalty: 3706.642334
	Iteration 4Q: 3 clusters Score -226792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -226812.937500 Penalty: 3706.642334
	Iteration 5Q: 3 clusters Score -226812.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -226822.765625 Penalty: 3706.642334
	Iteration 6Q: 3 clusters Score -226822.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226827.734375 Penalty: 3706.642334
	Iteration 7Q: 3 clusters Score -226827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226829.593750 Penalty: 3706.642334
	Iteration 8Q: 3 clusters Score -226829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226832.921875 Penalty: 3706.642334
	Iteration 9Q: 3 clusters Score -226832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226835.734375 Penalty: 3706.642334
	Iteration 10Q: 3 clusters Score -226835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226838.781250 Penalty: 3706.642334
	Iteration 11Q: 3 clusters Score -226838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226840.984375 Penalty: 3706.642334
	Iteration 12Q: 3 clusters Score -226841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226841.500000 Penalty: 3706.642334
	Iteration 13Q: 3 clusters Score -226841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -226844.875000 Penalty: 3706.642334
	Iteration 14Q: 3 clusters Score -226844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -226847.078125 Penalty: 3706.642334
	Iteration 15Q: 3 clusters Score -226847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -226854.718750 Penalty: 3706.642334
	Iteration 16Q: 3 clusters Score -226854.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226859.921875 Penalty: 3706.642334
	Iteration 17Q: 3 clusters Score -226859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226862.671875 Penalty: 3706.642334
	Iteration 18Q: 3 clusters Score -226862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226863.859375 Penalty: 3706.642334
	Iteration 19Q: 3 clusters Score -226863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226865.609375 Penalty: 3706.642334
	Iteration 20F: 3 clusters Score -226865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226866.359375 Penalty: 3706.642334
	Iteration 21Q: 3 clusters Score -226866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226866.359375 Penalty: 3706.642334
	Iteration 22F: 3 clusters Score -226866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21323 members 
Mstep: Class 3 contains 23956 members 
Mstep: Class 4 contains 45775 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183613 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41479 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 26054 members 
Mstep: Class 16 contains 69046 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78174 members 
Mstep: Class 19 contains 192235 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38963 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 197229 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230072.000000 Penalty: 96125.335938
Iteration 399Q: 29 clusters Score -1.332301e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21338 members 
Mstep: Class 3 contains 23958 members 
Mstep: Class 4 contains 45773 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183589 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41489 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39347 members 
Mstep: Class 15 contains 26055 members 
Mstep: Class 16 contains 69055 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78170 members 
Mstep: Class 19 contains 192232 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38967 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 197220 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230032.000000 Penalty: 96125.335938
Iteration 400F: 29 clusters Score -1.3323e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21354 members 
Mstep: Class 3 contains 23963 members 
Mstep: Class 4 contains 45770 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19253 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183571 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41496 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39347 members 
Mstep: Class 15 contains 26059 members 
Mstep: Class 16 contains 69069 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78161 members 
Mstep: Class 19 contains 192233 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38967 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197200 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230048.000000 Penalty: 96125.335938
Iteration 401Q: 29 clusters Score -1.3323e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21365 members 
Mstep: Class 3 contains 23965 members 
Mstep: Class 4 contains 45768 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19251 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183574 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41496 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 26060 members 
Mstep: Class 16 contains 69076 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78154 members 
Mstep: Class 19 contains 192233 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38972 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197184 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230008.000000 Penalty: 96125.335938
Iteration 402Q: 29 clusters Score -1.3323e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21383 members 
Mstep: Class 3 contains 23972 members 
Mstep: Class 4 contains 45769 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19252 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183572 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41501 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 26064 members 
Mstep: Class 16 contains 69077 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78144 members 
Mstep: Class 19 contains 192229 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38979 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197156 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229840.000000 Penalty: 96125.335938
Iteration 403Q: 29 clusters Score -1.332298e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21400 members 
Mstep: Class 3 contains 23973 members 
Mstep: Class 4 contains 45767 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183571 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41502 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39348 members 
Mstep: Class 15 contains 26066 members 
Mstep: Class 16 contains 69085 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78129 members 
Mstep: Class 19 contains 192220 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38983 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197144 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229992.000000 Penalty: 96125.335938
Iteration 404Q: 29 clusters Score -1.3323e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 23972 members 
Mstep: Class 4 contains 45770 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183566 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41508 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39353 members 
Mstep: Class 15 contains 26070 members 
Mstep: Class 16 contains 69096 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78115 members 
Mstep: Class 19 contains 192219 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38984 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197122 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230112.000000 Penalty: 96125.335938
Iteration 405Q: 29 clusters Score -1.332301e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 23970 members 
Mstep: Class 4 contains 45769 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183567 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41517 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39348 members 
Mstep: Class 15 contains 26079 members 
Mstep: Class 16 contains 69107 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78107 members 
Mstep: Class 19 contains 192222 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38988 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197089 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230016.000000 Penalty: 96125.335938
Iteration 406Q: 29 clusters Score -1.3323e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21440 members 
Mstep: Class 3 contains 23969 members 
Mstep: Class 4 contains 45766 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 19257 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183556 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41523 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39349 members 
Mstep: Class 15 contains 26087 members 
Mstep: Class 16 contains 69119 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78097 members 
Mstep: Class 19 contains 192220 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38987 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197073 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229912.000000 Penalty: 96125.335938
Iteration 407Q: 29 clusters Score -1.332299e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 23972 members 
Mstep: Class 4 contains 45760 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183540 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41530 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39352 members 
Mstep: Class 15 contains 26090 members 
Mstep: Class 16 contains 69130 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78081 members 
Mstep: Class 19 contains 192221 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38994 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197065 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229920.000000 Penalty: 96125.335938
Iteration 408Q: 29 clusters Score -1.332299e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 21463 members 
Mstep: Class 3 contains 23970 members 
Mstep: Class 4 contains 45759 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19260 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183529 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41532 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39352 members 
Mstep: Class 15 contains 26092 members 
Mstep: Class 16 contains 69134 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78074 members 
Mstep: Class 19 contains 192221 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 38999 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197061 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230008.000000 Penalty: 96125.335938
Iteration 409Q: 29 clusters Score -1.3323e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 21476 members 
Mstep: Class 3 contains 23969 members 
Mstep: Class 4 contains 45757 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19260 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183513 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41534 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39353 members 
Mstep: Class 15 contains 26092 members 
Mstep: Class 16 contains 69136 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78066 members 
Mstep: Class 19 contains 192225 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39004 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197065 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230064.000000 Penalty: 96125.335938
Iteration 410Q: 29 clusters Score -1.332301e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 21487 members 
Mstep: Class 3 contains 23969 members 
Mstep: Class 4 contains 45756 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19261 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183489 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41538 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39352 members 
Mstep: Class 15 contains 26095 members 
Mstep: Class 16 contains 69140 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78063 members 
Mstep: Class 19 contains 192227 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39010 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197065 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230152.000000 Penalty: 96125.335938
Iteration 411Q: 29 clusters Score -1.332302e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 21507 members 
Mstep: Class 3 contains 23969 members 
Mstep: Class 4 contains 45756 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19257 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183464 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41541 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39354 members 
Mstep: Class 15 contains 26098 members 
Mstep: Class 16 contains 69148 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78052 members 
Mstep: Class 19 contains 192225 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39012 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197070 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230000.000000 Penalty: 96125.335938
Iteration 412Q: 29 clusters Score -1.3323e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 3 contains 23971 members 
Mstep: Class 4 contains 45757 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19257 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183425 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41542 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39355 members 
Mstep: Class 15 contains 26099 members 
Mstep: Class 16 contains 69157 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78047 members 
Mstep: Class 19 contains 192226 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39010 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197082 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230096.000000 Penalty: 96125.335938
Iteration 413Q: 29 clusters Score -1.332301e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 23971 members 
Mstep: Class 4 contains 45760 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19257 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183391 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41543 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39355 members 
Mstep: Class 15 contains 26100 members 
Mstep: Class 16 contains 69167 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78040 members 
Mstep: Class 19 contains 192227 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39013 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197086 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230120.000000 Penalty: 96125.335938
Iteration 414Q: 29 clusters Score -1.332301e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21560 members 
Mstep: Class 3 contains 23973 members 
Mstep: Class 4 contains 45762 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19256 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183358 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41546 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39354 members 
Mstep: Class 15 contains 26101 members 
Mstep: Class 16 contains 69178 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78035 members 
Mstep: Class 19 contains 192228 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39019 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 197086 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230048.000000 Penalty: 96125.335938
Iteration 415Q: 29 clusters Score -1.3323e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21573 members 
Mstep: Class 3 contains 23976 members 
Mstep: Class 4 contains 45765 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19258 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183345 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41544 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39354 members 
Mstep: Class 15 contains 26103 members 
Mstep: Class 16 contains 69179 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78031 members 
Mstep: Class 19 contains 192230 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39020 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197077 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230104.000000 Penalty: 96125.335938
Iteration 416Q: 29 clusters Score -1.332301e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21590 members 
Mstep: Class 3 contains 23979 members 
Mstep: Class 4 contains 45766 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19260 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183335 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41539 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39354 members 
Mstep: Class 15 contains 26107 members 
Mstep: Class 16 contains 69185 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78023 members 
Mstep: Class 19 contains 192231 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39021 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197066 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229928.000000 Penalty: 96125.335938
Iteration 417Q: 29 clusters Score -1.332299e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 45763 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19259 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183323 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41541 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39357 members 
Mstep: Class 15 contains 26106 members 
Mstep: Class 16 contains 69188 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78014 members 
Mstep: Class 19 contains 192231 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39021 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197061 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229936.000000 Penalty: 96125.335938
Iteration 418Q: 29 clusters Score -1.332299e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21630 members 
Mstep: Class 3 contains 23990 members 
Mstep: Class 4 contains 45760 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19259 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183319 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41540 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39358 members 
Mstep: Class 15 contains 26109 members 
Mstep: Class 16 contains 69194 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 78003 members 
Mstep: Class 19 contains 192229 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39020 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197045 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229896.000000 Penalty: 96125.335938
Iteration 419Q: 29 clusters Score -1.332299e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21640 members 
Mstep: Class 3 contains 23995 members 
Mstep: Class 4 contains 45759 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19259 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183318 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41543 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39355 members 
Mstep: Class 15 contains 26116 members 
Mstep: Class 16 contains 69201 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77995 members 
Mstep: Class 19 contains 192229 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39017 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197030 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229832.000000 Penalty: 96125.335938
Iteration 420F: 29 clusters Score -1.332298e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21660 members 
Mstep: Class 3 contains 24001 members 
Mstep: Class 4 contains 45754 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19261 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183304 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41544 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39355 members 
Mstep: Class 15 contains 26117 members 
Mstep: Class 16 contains 69209 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77990 members 
Mstep: Class 19 contains 192230 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39015 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197017 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229808.000000 Penalty: 96125.335938
Iteration 421Q: 29 clusters Score -1.332298e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21676 members 
Mstep: Class 3 contains 24005 members 
Mstep: Class 4 contains 45750 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19263 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183284 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41546 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39357 members 
Mstep: Class 15 contains 26115 members 
Mstep: Class 16 contains 69219 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77989 members 
Mstep: Class 19 contains 192229 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39016 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197008 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229816.000000 Penalty: 96125.335938
Iteration 422Q: 29 clusters Score -1.332298e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21695 members 
Mstep: Class 3 contains 24008 members 
Mstep: Class 4 contains 45747 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183270 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41545 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39358 members 
Mstep: Class 15 contains 26119 members 
Mstep: Class 16 contains 69230 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77988 members 
Mstep: Class 19 contains 192226 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39021 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 196986 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229808.000000 Penalty: 96125.335938
Iteration 423Q: 29 clusters Score -1.332298e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 24015 members 
Mstep: Class 4 contains 45745 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183248 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41549 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39358 members 
Mstep: Class 15 contains 26121 members 
Mstep: Class 16 contains 69236 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77988 members 
Mstep: Class 19 contains 192224 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39019 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196975 members 
Mstep: Class 28 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229720.000000 Penalty: 96125.335938
Iteration 424Q: 29 clusters Score -1.332297e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21741 members 
Mstep: Class 3 contains 24019 members 
Mstep: Class 4 contains 45740 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183216 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41553 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39356 members 
Mstep: Class 15 contains 26126 members 
Mstep: Class 16 contains 69244 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77981 members 
Mstep: Class 19 contains 192227 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39022 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196969 members 
Mstep: Class 28 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229824.000000 Penalty: 96125.335938
Iteration 425Q: 29 clusters Score -1.332298e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21770 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 45737 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19266 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183196 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41556 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39355 members 
Mstep: Class 15 contains 26129 members 
Mstep: Class 16 contains 69253 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77972 members 
Mstep: Class 19 contains 192229 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39020 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196947 members 
Mstep: Class 28 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229728.000000 Penalty: 96125.335938
Iteration 426Q: 29 clusters Score -1.332297e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21796 members 
Mstep: Class 3 contains 24033 members 
Mstep: Class 4 contains 45734 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19272 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183153 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41567 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39357 members 
Mstep: Class 15 contains 26129 members 
Mstep: Class 16 contains 69258 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77969 members 
Mstep: Class 19 contains 192230 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39020 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 196935 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229864.000000 Penalty: 96125.335938
Iteration 427Q: 29 clusters Score -1.332299e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21822 members 
Mstep: Class 3 contains 24041 members 
Mstep: Class 4 contains 45733 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19270 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183079 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41574 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39359 members 
Mstep: Class 15 contains 26137 members 
Mstep: Class 16 contains 69269 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77966 members 
Mstep: Class 19 contains 192233 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39022 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 196948 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229896.000000 Penalty: 96125.335938
Iteration 428Q: 29 clusters Score -1.332299e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21839 members 
Mstep: Class 3 contains 24043 members 
Mstep: Class 4 contains 45734 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19269 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183035 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41572 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39360 members 
Mstep: Class 15 contains 26142 members 
Mstep: Class 16 contains 69281 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77959 members 
Mstep: Class 19 contains 192233 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39018 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196970 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229720.000000 Penalty: 96125.335938
Iteration 429Q: 29 clusters Score -1.332297e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21849 members 
Mstep: Class 3 contains 24052 members 
Mstep: Class 4 contains 45734 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19265 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 183002 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41574 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39360 members 
Mstep: Class 15 contains 26149 members 
Mstep: Class 16 contains 69290 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77951 members 
Mstep: Class 19 contains 192235 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39023 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 196969 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229760.000000 Penalty: 96125.335938
Iteration 430Q: 29 clusters Score -1.332298e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21855 members 
Mstep: Class 3 contains 24058 members 
Mstep: Class 4 contains 45735 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19265 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182954 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41579 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39360 members 
Mstep: Class 15 contains 26153 members 
Mstep: Class 16 contains 69307 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77942 members 
Mstep: Class 19 contains 192235 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39028 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 196982 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229808.000000 Penalty: 96125.335938
Iteration 431Q: 29 clusters Score -1.332298e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21862 members 
Mstep: Class 3 contains 24061 members 
Mstep: Class 4 contains 45732 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182899 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41581 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39363 members 
Mstep: Class 15 contains 26159 members 
Mstep: Class 16 contains 69325 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77937 members 
Mstep: Class 19 contains 192235 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39028 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 197007 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229856.000000 Penalty: 96125.335938
Iteration 432Q: 29 clusters Score -1.332299e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21870 members 
Mstep: Class 3 contains 24068 members 
Mstep: Class 4 contains 45731 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19259 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182840 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41585 members 
Mstep: Class 12 contains 6486 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39364 members 
Mstep: Class 15 contains 26166 members 
Mstep: Class 16 contains 69350 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77937 members 
Mstep: Class 19 contains 192238 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39029 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197018 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229744.000000 Penalty: 96125.335938
Iteration 433Q: 29 clusters Score -1.332297e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21877 members 
Mstep: Class 3 contains 24082 members 
Mstep: Class 4 contains 45727 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19251 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182795 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41593 members 
Mstep: Class 12 contains 6486 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39365 members 
Mstep: Class 15 contains 26172 members 
Mstep: Class 16 contains 69370 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77929 members 
Mstep: Class 19 contains 192241 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39037 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197015 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229664.000000 Penalty: 96125.335938
Iteration 434Q: 29 clusters Score -1.332297e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21892 members 
Mstep: Class 3 contains 24093 members 
Mstep: Class 4 contains 45721 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19251 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182748 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41602 members 
Mstep: Class 12 contains 6486 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39364 members 
Mstep: Class 15 contains 26176 members 
Mstep: Class 16 contains 69390 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77927 members 
Mstep: Class 19 contains 192242 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39046 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 197002 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229632.000000 Penalty: 96125.335938
Iteration 435Q: 29 clusters Score -1.332296e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21913 members 
Mstep: Class 3 contains 24102 members 
Mstep: Class 4 contains 45728 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182698 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41611 members 
Mstep: Class 12 contains 6485 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39366 members 
Mstep: Class 15 contains 26182 members 
Mstep: Class 16 contains 69412 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77924 members 
Mstep: Class 19 contains 192245 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39046 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196977 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229768.000000 Penalty: 96125.335938
Iteration 436Q: 29 clusters Score -1.332298e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21938 members 
Mstep: Class 3 contains 24110 members 
Mstep: Class 4 contains 45730 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19253 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182652 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41612 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39367 members 
Mstep: Class 15 contains 26187 members 
Mstep: Class 16 contains 69429 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77922 members 
Mstep: Class 19 contains 192246 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39046 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 196965 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229568.000000 Penalty: 96125.335938
Iteration 437Q: 29 clusters Score -1.332296e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21970 members 
Mstep: Class 3 contains 24117 members 
Mstep: Class 4 contains 45729 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19252 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182614 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41618 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26194 members 
Mstep: Class 16 contains 69437 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77916 members 
Mstep: Class 19 contains 192246 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39050 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 196947 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229640.000000 Penalty: 96125.335938
Iteration 438Q: 29 clusters Score -1.332296e+08 nChanged 272
Entering ConstructFrom: 
Score: -133229640.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -677924.375000 Penalty: 2128.021484
	Iteration 0F: 2 clusters Score -677924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -673158.937500 Penalty: 4256.042969
	Iteration 0F: 3 clusters Score -673158.9 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -674275.750000 Penalty: 4256.042969
	Iteration 1F: 3 clusters Score -674275.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -674499.187500 Penalty: 4256.042969
	Iteration 2F: 3 clusters Score -674499.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -674740.812500 Penalty: 4256.042969
	Iteration 3F: 3 clusters Score -674740.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -675005.750000 Penalty: 4256.042969
	Iteration 4F: 3 clusters Score -675005.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -675298.250000 Penalty: 4256.042969
	Iteration 5F: 3 clusters Score -675298.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -675610.250000 Penalty: 4256.042969
	Iteration 6F: 3 clusters Score -675610.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -675891.937500 Penalty: 4256.042969
	Iteration 7F: 3 clusters Score -675891.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -676144.750000 Penalty: 4256.042969
	Iteration 8F: 3 clusters Score -676144.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -676315.375000 Penalty: 4256.042969
	Iteration 9Q: 3 clusters Score -676315.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -676444.250000 Penalty: 4256.042969
	Iteration 10Q: 3 clusters Score -676444.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -676527.812500 Penalty: 4256.042969
	Iteration 11Q: 3 clusters Score -676527.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -676581.312500 Penalty: 4256.042969
	Iteration 12Q: 3 clusters Score -676581.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -676626.062500 Penalty: 4256.042969
	Iteration 13Q: 3 clusters Score -676626.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -676668.250000 Penalty: 4256.042969
	Iteration 14Q: 3 clusters Score -676668.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -676707.187500 Penalty: 4256.042969
	Iteration 15Q: 3 clusters Score -676707.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -676723.687500 Penalty: 4256.042969
	Iteration 16Q: 3 clusters Score -676723.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -676740.687500 Penalty: 4256.042969
	Iteration 17Q: 3 clusters Score -676740.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -676746.500000 Penalty: 4256.042969
	Iteration 18Q: 3 clusters Score -676746.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -676749.562500 Penalty: 4256.042969
	Iteration 19Q: 3 clusters Score -676749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -676751.562500 Penalty: 4256.042969
	Iteration 20F: 3 clusters Score -676751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -676754.312500 Penalty: 4256.042969
	Iteration 21Q: 3 clusters Score -676754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -676755.562500 Penalty: 4256.042969
	Iteration 22Q: 3 clusters Score -676755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -676756.875000 Penalty: 4256.042969
	Iteration 23Q: 3 clusters Score -676756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -676757.750000 Penalty: 4256.042969
	Iteration 24Q: 3 clusters Score -676757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -676757.625000 Penalty: 4256.042969
	Iteration 25Q: 3 clusters Score -676757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -676757.625000 Penalty: 4256.042969
	Iteration 26F: 3 clusters Score -676757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Entering Unmasked Estep 
Score: -2955817.500000 Penalty: 2479.656738
	Iteration 0F: 2 clusters Score -2955818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2940644.500000 Penalty: 4959.313477
	Iteration 0F: 3 clusters Score -2940644 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2946508.000000 Penalty: 4959.313477
	Iteration 1F: 3 clusters Score -2946508 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2947842.750000 Penalty: 4959.313477
	Iteration 2F: 3 clusters Score -2947843 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2949811.000000 Penalty: 4959.313477
	Iteration 3F: 3 clusters Score -2949811 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2952001.000000 Penalty: 4959.313477
	Iteration 4F: 3 clusters Score -2952001 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2953686.250000 Penalty: 4959.313477
	Iteration 5F: 3 clusters Score -2953686 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2954748.500000 Penalty: 4959.313477
	Iteration 6F: 3 clusters Score -2954748 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2955418.500000 Penalty: 4959.313477
	Iteration 7Q: 3 clusters Score -2955418 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2955834.500000 Penalty: 4959.313477
	Iteration 8Q: 3 clusters Score -2955834 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2956141.500000 Penalty: 4959.313477
	Iteration 9Q: 3 clusters Score -2956142 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2956362.500000 Penalty: 4959.313477
	Iteration 10Q: 3 clusters Score -2956362 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2956505.000000 Penalty: 4959.313477
	Iteration 11Q: 3 clusters Score -2956505 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2956600.500000 Penalty: 4959.313477
	Iteration 12Q: 3 clusters Score -2956600 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2956656.250000 Penalty: 4959.313477
	Iteration 13Q: 3 clusters Score -2956656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2956673.000000 Penalty: 4959.313477
	Iteration 14Q: 3 clusters Score -2956673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2956690.500000 Penalty: 4959.313477
	Iteration 15Q: 3 clusters Score -2956690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2956688.500000 Penalty: 4959.313477
	Iteration 16Q: 3 clusters Score -2956688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2956695.000000 Penalty: 4959.313477
	Iteration 17Q: 3 clusters Score -2956695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2956690.750000 Penalty: 4959.313477
	Iteration 18Q: 3 clusters Score -2956691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2956689.750000 Penalty: 4959.313477
	Iteration 19Q: 3 clusters Score -2956690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2956693.250000 Penalty: 4959.313477
	Iteration 20F: 3 clusters Score -2956693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2956695.750000 Penalty: 4959.313477
	Iteration 21Q: 3 clusters Score -2956696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2956697.250000 Penalty: 4959.313477
	Iteration 22Q: 3 clusters Score -2956697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2956694.000000 Penalty: 4959.313477
	Iteration 23Q: 3 clusters Score -2956694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2956695.500000 Penalty: 4959.313477
	Iteration 24Q: 3 clusters Score -2956696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2956693.000000 Penalty: 4959.313477
	Iteration 25Q: 3 clusters Score -2956693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2956689.250000 Penalty: 4959.313477
	Iteration 26Q: 3 clusters Score -2956689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2956689.000000 Penalty: 4959.313477
	Iteration 27Q: 3 clusters Score -2956689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2956693.500000 Penalty: 4959.313477
	Iteration 28Q: 3 clusters Score -2956694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2956694.000000 Penalty: 4959.313477
	Iteration 29Q: 3 clusters Score -2956694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2956693.000000 Penalty: 4959.313477
	Iteration 30Q: 3 clusters Score -2956693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2956691.750000 Penalty: 4959.313477
	Iteration 31Q: 3 clusters Score -2956692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2956696.250000 Penalty: 4959.313477
	Iteration 32Q: 3 clusters Score -2956696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2956694.750000 Penalty: 4959.313477
	Iteration 33Q: 3 clusters Score -2956695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2956694.750000 Penalty: 4959.313477
	Iteration 34F: 3 clusters Score -2956695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 20546 members 
Mstep: Class 3 contains 24125 members 
Mstep: Class 4 contains 45726 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182579 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41628 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 69452 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77913 members 
Mstep: Class 19 contains 192250 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39062 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 196914 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 1450 members 
Entering Unmasked Estep 
Score: -133229384.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133229640.000000 to -133229384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (24125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Entering Unmasked Estep 
Score: -3255635.500000 Penalty: 2502.569092
	Iteration 0F: 2 clusters Score -3255636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3238873.500000 Penalty: 5005.138184
	Iteration 0F: 3 clusters Score -3238874 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3244619.500000 Penalty: 5005.138184
	Iteration 1F: 3 clusters Score -3244620 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3245009.750000 Penalty: 5005.138184
	Iteration 2Q: 3 clusters Score -3245010 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3245342.000000 Penalty: 5005.138184
	Iteration 3Q: 3 clusters Score -3245342 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3245592.000000 Penalty: 5005.138184
	Iteration 4Q: 3 clusters Score -3245592 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3245829.000000 Penalty: 5005.138184
	Iteration 5Q: 3 clusters Score -3245829 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3246060.250000 Penalty: 5005.138184
	Iteration 6Q: 3 clusters Score -3246060 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3246353.000000 Penalty: 5005.138184
	Iteration 7Q: 3 clusters Score -3246353 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3246645.000000 Penalty: 5005.138184
	Iteration 8Q: 3 clusters Score -3246645 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3247003.500000 Penalty: 5005.138184
	Iteration 9Q: 3 clusters Score -3247004 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3247457.500000 Penalty: 5005.138184
	Iteration 10Q: 3 clusters Score -3247458 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3248065.500000 Penalty: 5005.138184
	Iteration 11Q: 3 clusters Score -3248066 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3248742.750000 Penalty: 5005.138184
	Iteration 12Q: 3 clusters Score -3248743 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3249493.500000 Penalty: 5005.138184
	Iteration 13Q: 3 clusters Score -3249494 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3250228.500000 Penalty: 5005.138184
	Iteration 14Q: 3 clusters Score -3250228 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3250711.250000 Penalty: 5005.138184
	Iteration 15Q: 3 clusters Score -3250711 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3250979.750000 Penalty: 5005.138184
	Iteration 16Q: 3 clusters Score -3250980 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3251133.250000 Penalty: 5005.138184
	Iteration 17Q: 3 clusters Score -3251133 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3251206.250000 Penalty: 5005.138184
	Iteration 18Q: 3 clusters Score -3251206 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3251259.000000 Penalty: 5005.138184
	Iteration 19Q: 3 clusters Score -3251259 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3251297.750000 Penalty: 5005.138184
	Iteration 20F: 3 clusters Score -3251298 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3251347.500000 Penalty: 5005.138184
	Iteration 21Q: 3 clusters Score -3251348 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3251387.750000 Penalty: 5005.138184
	Iteration 22Q: 3 clusters Score -3251388 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3251406.000000 Penalty: 5005.138184
	Iteration 23Q: 3 clusters Score -3251406 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3251454.750000 Penalty: 5005.138184
	Iteration 24Q: 3 clusters Score -3251455 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3251498.750000 Penalty: 5005.138184
	Iteration 25Q: 3 clusters Score -3251499 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3251542.500000 Penalty: 5005.138184
	Iteration 26Q: 3 clusters Score -3251542 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3251575.750000 Penalty: 5005.138184
	Iteration 27Q: 3 clusters Score -3251576 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3251607.000000 Penalty: 5005.138184
	Iteration 28Q: 3 clusters Score -3251607 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3251631.750000 Penalty: 5005.138184
	Iteration 29Q: 3 clusters Score -3251632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3251655.250000 Penalty: 5005.138184
	Iteration 30Q: 3 clusters Score -3251655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3251660.250000 Penalty: 5005.138184
	Iteration 31Q: 3 clusters Score -3251660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3251685.500000 Penalty: 5005.138184
	Iteration 32Q: 3 clusters Score -3251686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3251694.500000 Penalty: 5005.138184
	Iteration 33Q: 3 clusters Score -3251694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3251706.250000 Penalty: 5005.138184
	Iteration 34Q: 3 clusters Score -3251706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3251707.750000 Penalty: 5005.138184
	Iteration 35Q: 3 clusters Score -3251708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3251713.250000 Penalty: 5005.138184
	Iteration 36Q: 3 clusters Score -3251713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3251730.250000 Penalty: 5005.138184
	Iteration 37Q: 3 clusters Score -3251730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3251745.000000 Penalty: 5005.138184
	Iteration 38Q: 3 clusters Score -3251745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3251759.250000 Penalty: 5005.138184
	Iteration 39Q: 3 clusters Score -3251759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3251761.500000 Penalty: 5005.138184
	Iteration 40F: 3 clusters Score -3251762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3251768.500000 Penalty: 5005.138184
	Iteration 41Q: 3 clusters Score -3251768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3251776.250000 Penalty: 5005.138184
	Iteration 42Q: 3 clusters Score -3251776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3251785.750000 Penalty: 5005.138184
	Iteration 43Q: 3 clusters Score -3251786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3251793.250000 Penalty: 5005.138184
	Iteration 44Q: 3 clusters Score -3251793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3251814.250000 Penalty: 5005.138184
	Iteration 45Q: 3 clusters Score -3251814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3251817.750000 Penalty: 5005.138184
	Iteration 46Q: 3 clusters Score -3251818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3251822.250000 Penalty: 5005.138184
	Iteration 47Q: 3 clusters Score -3251822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3251841.000000 Penalty: 5005.138184
	Iteration 48Q: 3 clusters Score -3251841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3251852.250000 Penalty: 5005.138184
	Iteration 49Q: 3 clusters Score -3251852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3251854.750000 Penalty: 5005.138184
	Iteration 50Q: 3 clusters Score -3251855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3251846.500000 Penalty: 5005.138184
	Iteration 51Q: 3 clusters Score -3251846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3251849.250000 Penalty: 5005.138184
	Iteration 52Q: 3 clusters Score -3251849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3251859.000000 Penalty: 5005.138184
	Iteration 53Q: 3 clusters Score -3251859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3251863.500000 Penalty: 5005.138184
	Iteration 54Q: 3 clusters Score -3251864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3251874.000000 Penalty: 5005.138184
	Iteration 55Q: 3 clusters Score -3251874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3251874.000000 Penalty: 5005.138184
	Iteration 56Q: 3 clusters Score -3251874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3251879.750000 Penalty: 5005.138184
	Iteration 57Q: 3 clusters Score -3251880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3251880.250000 Penalty: 5005.138184
	Iteration 58Q: 3 clusters Score -3251880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3251884.250000 Penalty: 5005.138184
	Iteration 59Q: 3 clusters Score -3251884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3251890.000000 Penalty: 5005.138184
	Iteration 60F: 3 clusters Score -3251890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3251890.750000 Penalty: 5005.138184
	Iteration 61Q: 3 clusters Score -3251891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3251903.250000 Penalty: 5005.138184
	Iteration 62Q: 3 clusters Score -3251903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3251913.250000 Penalty: 5005.138184
	Iteration 63Q: 3 clusters Score -3251913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3251923.000000 Penalty: 5005.138184
	Iteration 64Q: 3 clusters Score -3251923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3251916.500000 Penalty: 5005.138184
	Iteration 65Q: 3 clusters Score -3251916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3251925.250000 Penalty: 5005.138184
	Iteration 66Q: 3 clusters Score -3251925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3251930.000000 Penalty: 5005.138184
	Iteration 67Q: 3 clusters Score -3251930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3251936.500000 Penalty: 5005.138184
	Iteration 68Q: 3 clusters Score -3251936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3251931.500000 Penalty: 5005.138184
	Iteration 69Q: 3 clusters Score -3251932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3251937.000000 Penalty: 5005.138184
	Iteration 70Q: 3 clusters Score -3251937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3251939.250000 Penalty: 5005.138184
	Iteration 71Q: 3 clusters Score -3251939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3251939.250000 Penalty: 5005.138184
	Iteration 72Q: 3 clusters Score -3251939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3251946.000000 Penalty: 5005.138184
	Iteration 73Q: 3 clusters Score -3251946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3251951.000000 Penalty: 5005.138184
	Iteration 74Q: 3 clusters Score -3251951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3251961.250000 Penalty: 5005.138184
	Iteration 75Q: 3 clusters Score -3251961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3251960.500000 Penalty: 5005.138184
	Iteration 76Q: 3 clusters Score -3251960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3251966.000000 Penalty: 5005.138184
	Iteration 77Q: 3 clusters Score -3251966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3251963.750000 Penalty: 5005.138184
	Iteration 78Q: 3 clusters Score -3251964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3251967.750000 Penalty: 5005.138184
	Iteration 79Q: 3 clusters Score -3251968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3251990.750000 Penalty: 5005.138184
	Iteration 80F: 3 clusters Score -3251991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3251993.250000 Penalty: 5005.138184
	Iteration 81Q: 3 clusters Score -3251993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3251996.500000 Penalty: 5005.138184
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 9282 members 
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	Iteration 83Q: 3 clusters Score -3251997 nChanged 50
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Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3251997 nChanged 54
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Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 9184 members 
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	Iteration 85Q: 3 clusters Score -3252004 nChanged 47
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Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3251996 nChanged 48
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Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3252007 nChanged 55
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Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3252019 nChanged 67
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Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3252031 nChanged 59
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Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 8918 members 
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	Iteration 90Q: 3 clusters Score -3252037 nChanged 63
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Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3252036 nChanged 65
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Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 8796 members 
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	Iteration 92Q: 3 clusters Score -3252053 nChanged 72
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Mstep: Class 1 contains 15401 members 
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	Iteration 93Q: 3 clusters Score -3252059 nChanged 71
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Mstep: Class 2 contains 8653 members 
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	Iteration 94Q: 3 clusters Score -3252072 nChanged 80
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	Iteration 96Q: 3 clusters Score -3252100 nChanged 85
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Mstep: Class 1 contains 15724 members 
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	Iteration 97Q: 3 clusters Score -3252115 nChanged 85
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	Iteration 98Q: 3 clusters Score -3252127 nChanged 76
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	Iteration 99Q: 3 clusters Score -3252132 nChanged 82
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Mstep: Class 1 contains 15967 members 
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	Iteration 100F: 3 clusters Score -3252148 nChanged 73
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	Iteration 101Q: 3 clusters Score -3252150 nChanged 78
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Mstep: Class 2 contains 8007 members 
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	Iteration 102Q: 3 clusters Score -3252153 nChanged 87
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Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 7920 members 
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	Iteration 103Q: 3 clusters Score -3252172 nChanged 87
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	Iteration 104Q: 3 clusters Score -3252198 nChanged 90
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	Iteration 105Q: 3 clusters Score -3252210 nChanged 97
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	Iteration 106Q: 3 clusters Score -3252216 nChanged 95
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	Iteration 111Q: 3 clusters Score -3252296 nChanged 133
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	Iteration 116Q: 3 clusters Score -3252416 nChanged 118
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	Iteration 118Q: 3 clusters Score -3252448 nChanged 96
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	Iteration 120F: 3 clusters Score -3252489 nChanged 109
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	Iteration 124Q: 3 clusters Score -3252571 nChanged 134
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	Iteration 125Q: 3 clusters Score -3252603 nChanged 128
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	Iteration 126Q: 3 clusters Score -3252636 nChanged 121
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	Iteration 127Q: 3 clusters Score -3252662 nChanged 117
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	Iteration 128Q: 3 clusters Score -3252682 nChanged 106
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	Iteration 129Q: 3 clusters Score -3252699 nChanged 116
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	Iteration 130Q: 3 clusters Score -3252735 nChanged 108
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	Iteration 131Q: 3 clusters Score -3252761 nChanged 87
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	Iteration 132Q: 3 clusters Score -3252778 nChanged 93
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	Iteration 133Q: 3 clusters Score -3252793 nChanged 87
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	Iteration 134Q: 3 clusters Score -3252810 nChanged 83
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	Iteration 135Q: 3 clusters Score -3252830 nChanged 71
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	Iteration 136Q: 3 clusters Score -3252849 nChanged 87
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	Iteration 137Q: 3 clusters Score -3252861 nChanged 112
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	Iteration 138Q: 3 clusters Score -3252895 nChanged 97
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	Iteration 139Q: 3 clusters Score -3252926 nChanged 84
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	Iteration 140F: 3 clusters Score -3252931 nChanged 74
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	Iteration 141Q: 3 clusters Score -3252946 nChanged 73
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	Iteration 142Q: 3 clusters Score -3252950 nChanged 74
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	Iteration 143Q: 3 clusters Score -3252964 nChanged 79
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	Iteration 144Q: 3 clusters Score -3252980 nChanged 88
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	Iteration 145Q: 3 clusters Score -3252994 nChanged 69
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	Iteration 146Q: 3 clusters Score -3253022 nChanged 66
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	Iteration 147Q: 3 clusters Score -3253047 nChanged 63
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	Iteration 148Q: 3 clusters Score -3253058 nChanged 56
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	Iteration 149Q: 3 clusters Score -3253070 nChanged 57
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	Iteration 150Q: 3 clusters Score -3253075 nChanged 65
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	Iteration 151Q: 3 clusters Score -3253092 nChanged 52
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	Iteration 152Q: 3 clusters Score -3253107 nChanged 54
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	Iteration 153Q: 3 clusters Score -3253104 nChanged 62
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	Iteration 154Q: 3 clusters Score -3253120 nChanged 62
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	Iteration 155Q: 3 clusters Score -3253140 nChanged 55
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	Iteration 156Q: 3 clusters Score -3253151 nChanged 47
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	Iteration 157Q: 3 clusters Score -3253156 nChanged 46
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	Iteration 158Q: 3 clusters Score -3253166 nChanged 52
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	Iteration 159Q: 3 clusters Score -3253178 nChanged 45
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	Iteration 160F: 3 clusters Score -3253173 nChanged 30
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	Iteration 161Q: 3 clusters Score -3253184 nChanged 27
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	Iteration 162Q: 3 clusters Score -3253188 nChanged 18
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	Iteration 163Q: 3 clusters Score -3253189 nChanged 17
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	Iteration 164Q: 3 clusters Score -3253194 nChanged 20
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	Iteration 165Q: 3 clusters Score -3253201 nChanged 26
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	Iteration 166Q: 3 clusters Score -3253206 nChanged 26
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	Iteration 167Q: 3 clusters Score -3253208 nChanged 36
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	Iteration 168Q: 3 clusters Score -3253225 nChanged 42
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	Iteration 169Q: 3 clusters Score -3253231 nChanged 29
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	Iteration 170Q: 3 clusters Score -3253239 nChanged 33
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	Iteration 171Q: 3 clusters Score -3253242 nChanged 32
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	Iteration 172Q: 3 clusters Score -3253253 nChanged 38
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	Iteration 173Q: 3 clusters Score -3253262 nChanged 34
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	Iteration 174Q: 3 clusters Score -3253261 nChanged 38
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3253265 nChanged 36
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Score: -3253272.250000 Penalty: 5005.138184
	Iteration 176Q: 3 clusters Score -3253272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3253277.500000 Penalty: 5005.138184
	Iteration 177Q: 3 clusters Score -3253278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3253297.000000 Penalty: 5005.138184
	Iteration 178Q: 3 clusters Score -3253297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3253302.000000 Penalty: 5005.138184
	Iteration 179Q: 3 clusters Score -3253302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3253321.500000 Penalty: 5005.138184
	Iteration 180F: 3 clusters Score -3253322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3253327.000000 Penalty: 5005.138184
	Iteration 181Q: 3 clusters Score -3253327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3253328.250000 Penalty: 5005.138184
	Iteration 182Q: 3 clusters Score -3253328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3253336.250000 Penalty: 5005.138184
	Iteration 183Q: 3 clusters Score -3253336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3253350.500000 Penalty: 5005.138184
	Iteration 184Q: 3 clusters Score -3253350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3253350.250000 Penalty: 5005.138184
	Iteration 185Q: 3 clusters Score -3253350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3253359.500000 Penalty: 5005.138184
	Iteration 186Q: 3 clusters Score -3253360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3253372.250000 Penalty: 5005.138184
	Iteration 187Q: 3 clusters Score -3253372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3253380.750000 Penalty: 5005.138184
	Iteration 188Q: 3 clusters Score -3253381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3253397.250000 Penalty: 5005.138184
	Iteration 189Q: 3 clusters Score -3253397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3253416.500000 Penalty: 5005.138184
	Iteration 190Q: 3 clusters Score -3253416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3253431.000000 Penalty: 5005.138184
	Iteration 191Q: 3 clusters Score -3253431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3253430.750000 Penalty: 5005.138184
	Iteration 192Q: 3 clusters Score -3253431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3253437.500000 Penalty: 5005.138184
	Iteration 193Q: 3 clusters Score -3253438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3253442.000000 Penalty: 5005.138184
	Iteration 194Q: 3 clusters Score -3253442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3253443.750000 Penalty: 5005.138184
	Iteration 195Q: 3 clusters Score -3253444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3253451.000000 Penalty: 5005.138184
	Iteration 196Q: 3 clusters Score -3253451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3253450.750000 Penalty: 5005.138184
	Iteration 197Q: 3 clusters Score -3253451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3253452.000000 Penalty: 5005.138184
	Iteration 198Q: 3 clusters Score -3253452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3253449.750000 Penalty: 5005.138184
	Iteration 199Q: 3 clusters Score -3253450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3253458.500000 Penalty: 5005.138184
	Iteration 200F: 3 clusters Score -3253458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3253465.500000 Penalty: 5005.138184
	Iteration 201Q: 3 clusters Score -3253466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3253463.500000 Penalty: 5005.138184
	Iteration 202Q: 3 clusters Score -3253464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3253462.500000 Penalty: 5005.138184
	Iteration 203Q: 3 clusters Score -3253462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3253470.000000 Penalty: 5005.138184
	Iteration 204Q: 3 clusters Score -3253470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3253465.750000 Penalty: 5005.138184
	Iteration 205Q: 3 clusters Score -3253466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3253467.000000 Penalty: 5005.138184
	Iteration 206Q: 3 clusters Score -3253467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3253469.500000 Penalty: 5005.138184
	Iteration 207Q: 3 clusters Score -3253470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3253475.750000 Penalty: 5005.138184
	Iteration 208Q: 3 clusters Score -3253476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3253476.500000 Penalty: 5005.138184
	Iteration 209Q: 3 clusters Score -3253476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3253475.500000 Penalty: 5005.138184
	Iteration 210Q: 3 clusters Score -3253476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3253477.750000 Penalty: 5005.138184
	Iteration 211Q: 3 clusters Score -3253478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3253481.250000 Penalty: 5005.138184
	Iteration 212Q: 3 clusters Score -3253481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3253482.750000 Penalty: 5005.138184
	Iteration 213Q: 3 clusters Score -3253483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3253484.500000 Penalty: 5005.138184
	Iteration 214Q: 3 clusters Score -3253484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3253487.750000 Penalty: 5005.138184
	Iteration 215Q: 3 clusters Score -3253488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3253498.750000 Penalty: 5005.138184
	Iteration 216Q: 3 clusters Score -3253499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3253494.250000 Penalty: 5005.138184
	Iteration 217Q: 3 clusters Score -3253494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3253497.000000 Penalty: 5005.138184
	Iteration 218Q: 3 clusters Score -3253497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3253500.750000 Penalty: 5005.138184
	Iteration 219Q: 3 clusters Score -3253501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3253506.000000 Penalty: 5005.138184
	Iteration 220F: 3 clusters Score -3253506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3253507.250000 Penalty: 5005.138184
	Iteration 221Q: 3 clusters Score -3253507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3253508.000000 Penalty: 5005.138184
	Iteration 222Q: 3 clusters Score -3253508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3253513.500000 Penalty: 5005.138184
	Iteration 223Q: 3 clusters Score -3253514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3253518.500000 Penalty: 5005.138184
	Iteration 224Q: 3 clusters Score -3253518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3253519.750000 Penalty: 5005.138184
	Iteration 225Q: 3 clusters Score -3253520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3253523.750000 Penalty: 5005.138184
	Iteration 226Q: 3 clusters Score -3253524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3253525.500000 Penalty: 5005.138184
	Iteration 227Q: 3 clusters Score -3253526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3253525.250000 Penalty: 5005.138184
	Iteration 228Q: 3 clusters Score -3253525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3253526.500000 Penalty: 5005.138184
	Iteration 229Q: 3 clusters Score -3253526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3253525.250000 Penalty: 5005.138184
	Iteration 230Q: 3 clusters Score -3253525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3253530.000000 Penalty: 5005.138184
	Iteration 231Q: 3 clusters Score -3253530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3253528.000000 Penalty: 5005.138184
	Iteration 232Q: 3 clusters Score -3253528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3253529.750000 Penalty: 5005.138184
	Iteration 233Q: 3 clusters Score -3253530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3253531.000000 Penalty: 5005.138184
	Iteration 234Q: 3 clusters Score -3253531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3253530.250000 Penalty: 5005.138184
	Iteration 235Q: 3 clusters Score -3253530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3253530.000000 Penalty: 5005.138184
	Iteration 236Q: 3 clusters Score -3253530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3253530.000000 Penalty: 5005.138184
	Iteration 237F: 3 clusters Score -3253530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Entering Unmasked Estep 
Score: -5948406.500000 Penalty: 2661.144775
	Iteration 0F: 2 clusters Score -5948406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -5917466.500000 Penalty: 5322.289551
	Iteration 0F: 3 clusters Score -5917466 nChanged 21112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5929139.500000 Penalty: 5322.289551
	Iteration 1F: 3 clusters Score -5929140 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5929506.500000 Penalty: 5322.289551
	Iteration 2Q: 3 clusters Score -5929506 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5929798.000000 Penalty: 5322.289551
	Iteration 3Q: 3 clusters Score -5929798 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -5930084.500000 Penalty: 5322.289551
	Iteration 4Q: 3 clusters Score -5930084 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5930307.500000 Penalty: 5322.289551
	Iteration 5Q: 3 clusters Score -5930308 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -5930434.000000 Penalty: 5322.289551
	Iteration 6Q: 3 clusters Score -5930434 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5930620.500000 Penalty: 5322.289551
	Iteration 7Q: 3 clusters Score -5930620 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -5930784.000000 Penalty: 5322.289551
	Iteration 8Q: 3 clusters Score -5930784 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -5930870.500000 Penalty: 5322.289551
	Iteration 9Q: 3 clusters Score -5930870 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5931032.500000 Penalty: 5322.289551
	Iteration 10Q: 3 clusters Score -5931032 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5931207.000000 Penalty: 5322.289551
	Iteration 11Q: 3 clusters Score -5931207 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -5931371.000000 Penalty: 5322.289551
	Iteration 12Q: 3 clusters Score -5931371 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -5931595.500000 Penalty: 5322.289551
	Iteration 13Q: 3 clusters Score -5931596 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5931790.000000 Penalty: 5322.289551
	Iteration 14Q: 3 clusters Score -5931790 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -5932130.500000 Penalty: 5322.289551
	Iteration 15Q: 3 clusters Score -5932130 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -5932636.500000 Penalty: 5322.289551
	Iteration 16Q: 3 clusters Score -5932636 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5933402.500000 Penalty: 5322.289551
	Iteration 17Q: 3 clusters Score -5933402 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -5934502.500000 Penalty: 5322.289551
	Iteration 18Q: 3 clusters Score -5934502 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5935814.000000 Penalty: 5322.289551
	Iteration 19Q: 3 clusters Score -5935814 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -5937109.000000 Penalty: 5322.289551
	Iteration 20F: 3 clusters Score -5937109 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -5938187.000000 Penalty: 5322.289551
	Iteration 21Q: 3 clusters Score -5938187 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -5938808.500000 Penalty: 5322.289551
	Iteration 22Q: 3 clusters Score -5938808 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -5939234.000000 Penalty: 5322.289551
	Iteration 23Q: 3 clusters Score -5939234 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -5939543.500000 Penalty: 5322.289551
	Iteration 24Q: 3 clusters Score -5939544 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -5939888.000000 Penalty: 5322.289551
	Iteration 25Q: 3 clusters Score -5939888 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -5940202.500000 Penalty: 5322.289551
	Iteration 26Q: 3 clusters Score -5940202 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -5940545.500000 Penalty: 5322.289551
	Iteration 27Q: 3 clusters Score -5940546 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -5940938.000000 Penalty: 5322.289551
	Iteration 28Q: 3 clusters Score -5940938 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -5941431.000000 Penalty: 5322.289551
	Iteration 29Q: 3 clusters Score -5941431 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -5942034.000000 Penalty: 5322.289551
	Iteration 30Q: 3 clusters Score -5942034 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5942624.000000 Penalty: 5322.289551
	Iteration 31Q: 3 clusters Score -5942624 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -5943237.000000 Penalty: 5322.289551
	Iteration 32Q: 3 clusters Score -5943237 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5943854.000000 Penalty: 5322.289551
	Iteration 33Q: 3 clusters Score -5943854 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -5944314.500000 Penalty: 5322.289551
	Iteration 34Q: 3 clusters Score -5944314 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -5944634.000000 Penalty: 5322.289551
	Iteration 35Q: 3 clusters Score -5944634 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -5944836.000000 Penalty: 5322.289551
	Iteration 36Q: 3 clusters Score -5944836 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5945015.000000 Penalty: 5322.289551
	Iteration 37Q: 3 clusters Score -5945015 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5945165.500000 Penalty: 5322.289551
	Iteration 38Q: 3 clusters Score -5945166 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5945251.500000 Penalty: 5322.289551
	Iteration 39Q: 3 clusters Score -5945252 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5945323.000000 Penalty: 5322.289551
	Iteration 40F: 3 clusters Score -5945323 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5945395.500000 Penalty: 5322.289551
	Iteration 41Q: 3 clusters Score -5945396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5945439.000000 Penalty: 5322.289551
	Iteration 42Q: 3 clusters Score -5945439 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5945461.000000 Penalty: 5322.289551
	Iteration 43Q: 3 clusters Score -5945461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5945490.500000 Penalty: 5322.289551
	Iteration 44Q: 3 clusters Score -5945490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5945520.500000 Penalty: 5322.289551
	Iteration 45Q: 3 clusters Score -5945520 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5945545.000000 Penalty: 5322.289551
	Iteration 46Q: 3 clusters Score -5945545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5945580.000000 Penalty: 5322.289551
	Iteration 47Q: 3 clusters Score -5945580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5945582.000000 Penalty: 5322.289551
	Iteration 48Q: 3 clusters Score -5945582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5945604.500000 Penalty: 5322.289551
	Iteration 49Q: 3 clusters Score -5945604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5945622.000000 Penalty: 5322.289551
	Iteration 50Q: 3 clusters Score -5945622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5945637.000000 Penalty: 5322.289551
	Iteration 51Q: 3 clusters Score -5945637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5945649.500000 Penalty: 5322.289551
	Iteration 52Q: 3 clusters Score -5945650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5945673.500000 Penalty: 5322.289551
	Iteration 53Q: 3 clusters Score -5945674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5945688.000000 Penalty: 5322.289551
	Iteration 54Q: 3 clusters Score -5945688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5945693.000000 Penalty: 5322.289551
	Iteration 55Q: 3 clusters Score -5945693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5945712.500000 Penalty: 5322.289551
	Iteration 56Q: 3 clusters Score -5945712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5945721.500000 Penalty: 5322.289551
	Iteration 57Q: 3 clusters Score -5945722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5945720.500000 Penalty: 5322.289551
	Iteration 58Q: 3 clusters Score -5945720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5945729.500000 Penalty: 5322.289551
	Iteration 59Q: 3 clusters Score -5945730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5945737.000000 Penalty: 5322.289551
	Iteration 60F: 3 clusters Score -5945737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5945742.500000 Penalty: 5322.289551
	Iteration 61Q: 3 clusters Score -5945742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5945745.500000 Penalty: 5322.289551
	Iteration 62Q: 3 clusters Score -5945746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5945774.000000 Penalty: 5322.289551
	Iteration 63Q: 3 clusters Score -5945774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5945788.500000 Penalty: 5322.289551
	Iteration 64Q: 3 clusters Score -5945788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5945796.000000 Penalty: 5322.289551
	Iteration 65Q: 3 clusters Score -5945796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5945805.500000 Penalty: 5322.289551
	Iteration 66Q: 3 clusters Score -5945806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5945799.000000 Penalty: 5322.289551
	Iteration 67Q: 3 clusters Score -5945799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5945821.500000 Penalty: 5322.289551
	Iteration 68Q: 3 clusters Score -5945822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5945826.000000 Penalty: 5322.289551
	Iteration 69Q: 3 clusters Score -5945826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5945826.500000 Penalty: 5322.289551
	Iteration 70Q: 3 clusters Score -5945826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5945820.000000 Penalty: 5322.289551
	Iteration 71Q: 3 clusters Score -5945820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5945820.000000 Penalty: 5322.289551
	Iteration 72Q: 3 clusters Score -5945820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5945827.500000 Penalty: 5322.289551
	Iteration 73Q: 3 clusters Score -5945828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5945833.500000 Penalty: 5322.289551
	Iteration 74Q: 3 clusters Score -5945834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5945841.000000 Penalty: 5322.289551
	Iteration 75Q: 3 clusters Score -5945841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5945845.500000 Penalty: 5322.289551
	Iteration 76Q: 3 clusters Score -5945846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5945857.000000 Penalty: 5322.289551
	Iteration 77Q: 3 clusters Score -5945857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5945860.000000 Penalty: 5322.289551
	Iteration 78Q: 3 clusters Score -5945860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5945865.000000 Penalty: 5322.289551
	Iteration 79Q: 3 clusters Score -5945865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5945874.500000 Penalty: 5322.289551
	Iteration 80F: 3 clusters Score -5945874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5945890.000000 Penalty: 5322.289551
	Iteration 81Q: 3 clusters Score -5945890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5945884.500000 Penalty: 5322.289551
	Iteration 82Q: 3 clusters Score -5945884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5945899.500000 Penalty: 5322.289551
	Iteration 83Q: 3 clusters Score -5945900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5945911.500000 Penalty: 5322.289551
	Iteration 84Q: 3 clusters Score -5945912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5945908.000000 Penalty: 5322.289551
	Iteration 85Q: 3 clusters Score -5945908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5945919.000000 Penalty: 5322.289551
	Iteration 86Q: 3 clusters Score -5945919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5945918.500000 Penalty: 5322.289551
	Iteration 87Q: 3 clusters Score -5945918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5945923.000000 Penalty: 5322.289551
	Iteration 88Q: 3 clusters Score -5945923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5945925.500000 Penalty: 5322.289551
	Iteration 89Q: 3 clusters Score -5945926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5945936.000000 Penalty: 5322.289551
	Iteration 90Q: 3 clusters Score -5945936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5945938.500000 Penalty: 5322.289551
	Iteration 91Q: 3 clusters Score -5945938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5945942.000000 Penalty: 5322.289551
	Iteration 92Q: 3 clusters Score -5945942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5945943.500000 Penalty: 5322.289551
	Iteration 93Q: 3 clusters Score -5945944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5945943.000000 Penalty: 5322.289551
	Iteration 94Q: 3 clusters Score -5945943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5945938.500000 Penalty: 5322.289551
	Iteration 95Q: 3 clusters Score -5945938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5945941.000000 Penalty: 5322.289551
	Iteration 96Q: 3 clusters Score -5945941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5945941.000000 Penalty: 5322.289551
	Iteration 97Q: 3 clusters Score -5945941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5945940.500000 Penalty: 5322.289551
	Iteration 98Q: 3 clusters Score -5945940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5945940.500000 Penalty: 5322.289551
	Iteration 99F: 3 clusters Score -5945940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -198382.187500 Penalty: 1839.411011
	Iteration 0F: 2 clusters Score -198382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195998.203125 Penalty: 3678.822021
	Iteration 0F: 3 clusters Score -195998.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -196541.796875 Penalty: 3678.822021
	Iteration 1F: 3 clusters Score -196541.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -196887.984375 Penalty: 3678.822021
	Iteration 2F: 3 clusters Score -196888 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -197241.578125 Penalty: 3678.822021
	Iteration 3F: 3 clusters Score -197241.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -197484.859375 Penalty: 3678.822021
	Iteration 4F: 3 clusters Score -197484.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -197680.812500 Penalty: 3678.822021
	Iteration 5F: 3 clusters Score -197680.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -197837.734375 Penalty: 3678.822021
	Iteration 6F: 3 clusters Score -197837.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -197953.390625 Penalty: 3678.822021
	Iteration 7Q: 3 clusters Score -197953.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -198052.906250 Penalty: 3678.822021
	Iteration 8Q: 3 clusters Score -198052.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -198161.437500 Penalty: 3678.822021
	Iteration 9Q: 3 clusters Score -198161.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -198218.781250 Penalty: 3678.822021
	Iteration 10Q: 3 clusters Score -198218.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -198232.468750 Penalty: 3678.822021
	Iteration 11Q: 3 clusters Score -198232.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -198240.453125 Penalty: 3678.822021
	Iteration 12Q: 3 clusters Score -198240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -198255.328125 Penalty: 3678.822021
	Iteration 13Q: 3 clusters Score -198255.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -198263.171875 Penalty: 3678.822021
	Iteration 14Q: 3 clusters Score -198263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -198266.531250 Penalty: 3678.822021
	Iteration 15Q: 3 clusters Score -198266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -198268.734375 Penalty: 3678.822021
	Iteration 16Q: 3 clusters Score -198268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -198269.921875 Penalty: 3678.822021
	Iteration 17Q: 3 clusters Score -198269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -198279.906250 Penalty: 3678.822021
	Iteration 18Q: 3 clusters Score -198279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -198287.765625 Penalty: 3678.822021
	Iteration 19Q: 3 clusters Score -198287.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -198294.750000 Penalty: 3678.822021
	Iteration 20F: 3 clusters Score -198294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -198298.531250 Penalty: 3678.822021
	Iteration 21Q: 3 clusters Score -198298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -198300.375000 Penalty: 3678.822021
	Iteration 22Q: 3 clusters Score -198300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -198312.531250 Penalty: 3678.822021
	Iteration 23Q: 3 clusters Score -198312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -198327.437500 Penalty: 3678.822021
	Iteration 24Q: 3 clusters Score -198327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -198334.781250 Penalty: 3678.822021
	Iteration 25Q: 3 clusters Score -198334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -198336.734375 Penalty: 3678.822021
	Iteration 26Q: 3 clusters Score -198336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -198338.359375 Penalty: 3678.822021
	Iteration 27Q: 3 clusters Score -198338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -198340.875000 Penalty: 3678.822021
	Iteration 28Q: 3 clusters Score -198340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -198345.390625 Penalty: 3678.822021
	Iteration 29Q: 3 clusters Score -198345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -198346.812500 Penalty: 3678.822021
	Iteration 30Q: 3 clusters Score -198346.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -198346.812500 Penalty: 3678.822021
	Iteration 31F: 3 clusters Score -198346.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -306030.968750 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -306031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -302953.906250 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -302953.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -303549.000000 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -303549 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -303713.750000 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -303713.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -303820.343750 Penalty: 3918.531982
	Iteration 3Q: 3 clusters Score -303820.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -303891.593750 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -303891.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -303948.906250 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -303948.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -303996.406250 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -303996.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -304053.468750 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -304053.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -304108.781250 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -304108.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -304147.656250 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -304147.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -304177.781250 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -304177.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -304205.718750 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -304205.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -304234.593750 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -304234.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -304262.656250 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -304262.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -304282.125000 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -304282.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -304305.250000 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -304305.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -304322.750000 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -304322.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -304337.343750 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -304337.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -304354.875000 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -304354.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -304370.437500 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -304370.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -304384.125000 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -304384.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -304399.625000 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -304399.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -304414.312500 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -304414.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -304428.031250 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -304428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -304438.531250 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -304438.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -304453.125000 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -304453.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -304469.812500 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -304469.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -304487.125000 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -304487.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -304497.812500 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -304497.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -304510.187500 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -304510.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -304520.968750 Penalty: 3918.531982
	Iteration 30Q: 3 clusters Score -304521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -304533.375000 Penalty: 3918.531982
	Iteration 31Q: 3 clusters Score -304533.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -304549.406250 Penalty: 3918.531982
	Iteration 32Q: 3 clusters Score -304549.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -304557.250000 Penalty: 3918.531982
	Iteration 33Q: 3 clusters Score -304557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -304560.000000 Penalty: 3918.531982
	Iteration 34Q: 3 clusters Score -304560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -304562.875000 Penalty: 3918.531982
	Iteration 35Q: 3 clusters Score -304562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -304565.375000 Penalty: 3918.531982
	Iteration 36Q: 3 clusters Score -304565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -304566.531250 Penalty: 3918.531982
	Iteration 37Q: 3 clusters Score -304566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -304566.531250 Penalty: 3918.531982
	Iteration 38F: 3 clusters Score -304566.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Entering Unmasked Estep 
Score: -2593054.000000 Penalty: 2446.573242
	Iteration 0F: 2 clusters Score -2593054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2579401.000000 Penalty: 4893.146484
	Iteration 0F: 3 clusters Score -2579401 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2584244.000000 Penalty: 4893.146484
	Iteration 1F: 3 clusters Score -2584244 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2584958.250000 Penalty: 4893.146484
	Iteration 2F: 3 clusters Score -2584958 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2585654.750000 Penalty: 4893.146484
	Iteration 3F: 3 clusters Score -2585655 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2586377.500000 Penalty: 4893.146484
	Iteration 4F: 3 clusters Score -2586378 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2587317.250000 Penalty: 4893.146484
	Iteration 5F: 3 clusters Score -2587317 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2588464.250000 Penalty: 4893.146484
	Iteration 6F: 3 clusters Score -2588464 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2589593.750000 Penalty: 4893.146484
	Iteration 7F: 3 clusters Score -2589594 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2590555.250000 Penalty: 4893.146484
	Iteration 8F: 3 clusters Score -2590555 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2591246.500000 Penalty: 4893.146484
	Iteration 9Q: 3 clusters Score -2591246 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2591656.000000 Penalty: 4893.146484
	Iteration 10Q: 3 clusters Score -2591656 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2591892.250000 Penalty: 4893.146484
	Iteration 11Q: 3 clusters Score -2591892 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2592041.500000 Penalty: 4893.146484
	Iteration 12Q: 3 clusters Score -2592042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2592131.250000 Penalty: 4893.146484
	Iteration 13Q: 3 clusters Score -2592131 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2592187.750000 Penalty: 4893.146484
	Iteration 14Q: 3 clusters Score -2592188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2592215.750000 Penalty: 4893.146484
	Iteration 15Q: 3 clusters Score -2592216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2592237.750000 Penalty: 4893.146484
	Iteration 16Q: 3 clusters Score -2592238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2592259.250000 Penalty: 4893.146484
	Iteration 17Q: 3 clusters Score -2592259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2592264.750000 Penalty: 4893.146484
	Iteration 18Q: 3 clusters Score -2592265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2592271.500000 Penalty: 4893.146484
	Iteration 19Q: 3 clusters Score -2592272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2592275.500000 Penalty: 4893.146484
	Iteration 20F: 3 clusters Score -2592276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2592275.250000 Penalty: 4893.146484
	Iteration 21Q: 3 clusters Score -2592275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2592277.000000 Penalty: 4893.146484
	Iteration 22Q: 3 clusters Score -2592277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2592277.000000 Penalty: 4893.146484
	Iteration 23F: 3 clusters Score -2592277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -20467.519531 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -20467.52 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 117 members 
Entering Unmasked Estep 
Score: -19442.126953 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -19442.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19564.662109 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -19564.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19598.412109 Penalty: 2701.581787
	Iteration 2F: 3 clusters Score -19598.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19636.408203 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -19636.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19670.785156 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -19670.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19705.568359 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -19705.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19714.783203 Penalty: 2701.581787
	Iteration 6Q: 3 clusters Score -19714.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19725.470703 Penalty: 2701.581787
	Iteration 7Q: 3 clusters Score -19725.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19729.181641 Penalty: 2701.581787
	Iteration 8Q: 3 clusters Score -19729.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19729.181641 Penalty: 2701.581787
	Iteration 9F: 3 clusters Score -19729.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182579 members 
Entering Unmasked Estep 
Score: -24249364.000000 Penalty: 3004.504639
	Iteration 0F: 2 clusters Score -2.424936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91235 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -24128808.000000 Penalty: 6009.009277
	Iteration 0F: 3 clusters Score -2.412881e+07 nChanged 87492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -24180400.000000 Penalty: 6009.009277
	Iteration 1F: 3 clusters Score -2.41804e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91221 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -24181514.000000 Penalty: 6009.009277
	Iteration 2Q: 3 clusters Score -2.418151e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -24182978.000000 Penalty: 6009.009277
	Iteration 3Q: 3 clusters Score -2.418298e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -24185126.000000 Penalty: 6009.009277
	Iteration 4Q: 3 clusters Score -2.418513e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -24188090.000000 Penalty: 6009.009277
	Iteration 5Q: 3 clusters Score -2.418809e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -24192384.000000 Penalty: 6009.009277
	Iteration 6Q: 3 clusters Score -2.419238e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -24198614.000000 Penalty: 6009.009277
	Iteration 7F: 3 clusters Score -2.419861e+07 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -24207302.000000 Penalty: 6009.009277
	Iteration 8F: 3 clusters Score -2.42073e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -24217708.000000 Penalty: 6009.009277
	Iteration 9F: 3 clusters Score -2.421771e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -24225684.000000 Penalty: 6009.009277
	Iteration 10F: 3 clusters Score -2.422568e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 79516 members 
Entering Unmasked Estep 
Score: -24229134.000000 Penalty: 6009.009277
	Iteration 11Q: 3 clusters Score -2.422913e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -24230752.000000 Penalty: 6009.009277
	Iteration 12Q: 3 clusters Score -2.423075e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107517 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -24231950.000000 Penalty: 6009.009277
	Iteration 13Q: 3 clusters Score -2.423195e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -24233150.000000 Penalty: 6009.009277
	Iteration 14Q: 3 clusters Score -2.423315e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111899 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -24234278.000000 Penalty: 6009.009277
	Iteration 15Q: 3 clusters Score -2.423428e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113926 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -24235120.000000 Penalty: 6009.009277
	Iteration 16Q: 3 clusters Score -2.423512e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115844 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -24235936.000000 Penalty: 6009.009277
	Iteration 17Q: 3 clusters Score -2.423594e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -24236486.000000 Penalty: 6009.009277
	Iteration 18Q: 3 clusters Score -2.423649e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120041 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -24237094.000000 Penalty: 6009.009277
	Iteration 19Q: 3 clusters Score -2.423709e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122354 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -24237508.000000 Penalty: 6009.009277
	Iteration 20F: 3 clusters Score -2.423751e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124684 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -24237890.000000 Penalty: 6009.009277
	Iteration 21Q: 3 clusters Score -2.423789e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -24238218.000000 Penalty: 6009.009277
	Iteration 22Q: 3 clusters Score -2.423822e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -24238558.000000 Penalty: 6009.009277
	Iteration 23Q: 3 clusters Score -2.423856e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -24239084.000000 Penalty: 6009.009277
	Iteration 24Q: 3 clusters Score -2.423908e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135247 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -24239526.000000 Penalty: 6009.009277
	Iteration 25Q: 3 clusters Score -2.423953e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138114 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -24239868.000000 Penalty: 6009.009277
	Iteration 26Q: 3 clusters Score -2.423987e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -24240336.000000 Penalty: 6009.009277
	Iteration 27Q: 3 clusters Score -2.424034e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143714 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -24240710.000000 Penalty: 6009.009277
	Iteration 28Q: 3 clusters Score -2.424071e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146429 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -24241186.000000 Penalty: 6009.009277
	Iteration 29Q: 3 clusters Score -2.424119e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -24241780.000000 Penalty: 6009.009277
	Iteration 30Q: 3 clusters Score -2.424178e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151800 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -24242376.000000 Penalty: 6009.009277
	Iteration 31Q: 3 clusters Score -2.424238e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154382 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -24242840.000000 Penalty: 6009.009277
	Iteration 32Q: 3 clusters Score -2.424284e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156712 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -24243350.000000 Penalty: 6009.009277
	Iteration 33Q: 3 clusters Score -2.424335e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158966 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -24243908.000000 Penalty: 6009.009277
	Iteration 34Q: 3 clusters Score -2.424391e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161062 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -24244200.000000 Penalty: 6009.009277
	Iteration 35Q: 3 clusters Score -2.42442e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162965 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -24244616.000000 Penalty: 6009.009277
	Iteration 36Q: 3 clusters Score -2.424462e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164673 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -24244966.000000 Penalty: 6009.009277
	Iteration 37Q: 3 clusters Score -2.424497e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166220 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -24245420.000000 Penalty: 6009.009277
	Iteration 38Q: 3 clusters Score -2.424542e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -24245600.000000 Penalty: 6009.009277
	Iteration 39Q: 3 clusters Score -2.42456e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -24245790.000000 Penalty: 6009.009277
	Iteration 40F: 3 clusters Score -2.424579e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169933 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -24245958.000000 Penalty: 6009.009277
	Iteration 41Q: 3 clusters Score -2.424596e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171046 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -24246172.000000 Penalty: 6009.009277
	Iteration 42Q: 3 clusters Score -2.424617e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172081 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -24246472.000000 Penalty: 6009.009277
	Iteration 43Q: 3 clusters Score -2.424647e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173041 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -24246604.000000 Penalty: 6009.009277
	Iteration 44Q: 3 clusters Score -2.42466e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173859 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -24246762.000000 Penalty: 6009.009277
	Iteration 45Q: 3 clusters Score -2.424676e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174593 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -24246804.000000 Penalty: 6009.009277
	Iteration 46Q: 3 clusters Score -2.42468e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175263 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -24246886.000000 Penalty: 6009.009277
	Iteration 47Q: 3 clusters Score -2.424689e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -24247072.000000 Penalty: 6009.009277
	Iteration 48Q: 3 clusters Score -2.424707e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176381 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -24247172.000000 Penalty: 6009.009277
	Iteration 49Q: 3 clusters Score -2.424717e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176830 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -24247202.000000 Penalty: 6009.009277
	Iteration 50Q: 3 clusters Score -2.42472e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177258 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -24247204.000000 Penalty: 6009.009277
	Iteration 51Q: 3 clusters Score -2.42472e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177623 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -24247204.000000 Penalty: 6009.009277
	Iteration 52Q: 3 clusters Score -2.42472e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177956 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -24247200.000000 Penalty: 6009.009277
	Iteration 53Q: 3 clusters Score -2.42472e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178260 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -24247204.000000 Penalty: 6009.009277
	Iteration 54Q: 3 clusters Score -2.42472e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178557 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -24247264.000000 Penalty: 6009.009277
	Iteration 55Q: 3 clusters Score -2.424726e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -24247234.000000 Penalty: 6009.009277
	Iteration 56Q: 3 clusters Score -2.424723e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179003 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -24247296.000000 Penalty: 6009.009277
	Iteration 57Q: 3 clusters Score -2.42473e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179181 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -24247304.000000 Penalty: 6009.009277
	Iteration 58Q: 3 clusters Score -2.42473e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179319 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -24247284.000000 Penalty: 6009.009277
	Iteration 59Q: 3 clusters Score -2.424728e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179442 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -24247324.000000 Penalty: 6009.009277
	Iteration 60F: 3 clusters Score -2.424732e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179541 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -24247324.000000 Penalty: 6009.009277
	Iteration 61Q: 3 clusters Score -2.424732e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179634 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -24247306.000000 Penalty: 6009.009277
	Iteration 62Q: 3 clusters Score -2.424731e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179717 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -24247376.000000 Penalty: 6009.009277
	Iteration 63Q: 3 clusters Score -2.424738e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179801 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -24247396.000000 Penalty: 6009.009277
	Iteration 64Q: 3 clusters Score -2.42474e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179873 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -24247414.000000 Penalty: 6009.009277
	Iteration 65Q: 3 clusters Score -2.424741e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179940 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -24247414.000000 Penalty: 6009.009277
	Iteration 66Q: 3 clusters Score -2.424741e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180003 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -24247442.000000 Penalty: 6009.009277
	Iteration 67Q: 3 clusters Score -2.424744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180052 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -24247450.000000 Penalty: 6009.009277
	Iteration 68Q: 3 clusters Score -2.424745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180097 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -24247476.000000 Penalty: 6009.009277
	Iteration 69Q: 3 clusters Score -2.424748e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180135 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -24247480.000000 Penalty: 6009.009277
	Iteration 70Q: 3 clusters Score -2.424748e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180172 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -24247512.000000 Penalty: 6009.009277
	Iteration 71Q: 3 clusters Score -2.424751e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180203 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -24247528.000000 Penalty: 6009.009277
	Iteration 72Q: 3 clusters Score -2.424753e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180233 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -24247528.000000 Penalty: 6009.009277
	Iteration 73Q: 3 clusters Score -2.424753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180255 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -24247520.000000 Penalty: 6009.009277
	Iteration 74Q: 3 clusters Score -2.424752e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -24247488.000000 Penalty: 6009.009277
	Iteration 75Q: 3 clusters Score -2.424749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180307 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -24247488.000000 Penalty: 6009.009277
	Iteration 76Q: 3 clusters Score -2.424749e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180332 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -24247486.000000 Penalty: 6009.009277
	Iteration 77Q: 3 clusters Score -2.424749e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180365 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -24247462.000000 Penalty: 6009.009277
	Iteration 78Q: 3 clusters Score -2.424746e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180394 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -24247458.000000 Penalty: 6009.009277
	Iteration 79Q: 3 clusters Score -2.424746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180410 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -24247476.000000 Penalty: 6009.009277
	Iteration 80F: 3 clusters Score -2.424748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180425 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -24247458.000000 Penalty: 6009.009277
	Iteration 81Q: 3 clusters Score -2.424746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180440 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -24247446.000000 Penalty: 6009.009277
	Iteration 82Q: 3 clusters Score -2.424745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180448 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -24247450.000000 Penalty: 6009.009277
	Iteration 83Q: 3 clusters Score -2.424745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180453 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -24247458.000000 Penalty: 6009.009277
	Iteration 84Q: 3 clusters Score -2.424746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180455 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -24247442.000000 Penalty: 6009.009277
	Iteration 85Q: 3 clusters Score -2.424744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180459 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -24247452.000000 Penalty: 6009.009277
	Iteration 86Q: 3 clusters Score -2.424745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -24247446.000000 Penalty: 6009.009277
	Iteration 87Q: 3 clusters Score -2.424745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180466 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -24247456.000000 Penalty: 6009.009277
	Iteration 88Q: 3 clusters Score -2.424746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180468 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -24247450.000000 Penalty: 6009.009277
	Iteration 89Q: 3 clusters Score -2.424745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180469 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -24247454.000000 Penalty: 6009.009277
	Iteration 90Q: 3 clusters Score -2.424745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180469 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -24247454.000000 Penalty: 6009.009277
	Iteration 91F: 3 clusters Score -2.424745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Entering Unmasked Estep 
Score: -1470634.625000 Penalty: 2316.681152
	Iteration 0F: 2 clusters Score -1470635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1462035.875000 Penalty: 4633.362305
	Iteration 0F: 3 clusters Score -1462036 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1464664.250000 Penalty: 4633.362305
	Iteration 1F: 3 clusters Score -1464664 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1464975.625000 Penalty: 4633.362305
	Iteration 2F: 3 clusters Score -1464976 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1465200.750000 Penalty: 4633.362305
	Iteration 3Q: 3 clusters Score -1465201 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1465379.875000 Penalty: 4633.362305
	Iteration 4Q: 3 clusters Score -1465380 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1465555.000000 Penalty: 4633.362305
	Iteration 5Q: 3 clusters Score -1465555 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1465773.375000 Penalty: 4633.362305
	Iteration 6Q: 3 clusters Score -1465773 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1465978.125000 Penalty: 4633.362305
	Iteration 7Q: 3 clusters Score -1465978 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1466212.750000 Penalty: 4633.362305
	Iteration 8Q: 3 clusters Score -1466213 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1466487.750000 Penalty: 4633.362305
	Iteration 9Q: 3 clusters Score -1466488 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1466826.375000 Penalty: 4633.362305
	Iteration 10Q: 3 clusters Score -1466826 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1467211.375000 Penalty: 4633.362305
	Iteration 11Q: 3 clusters Score -1467211 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1467627.750000 Penalty: 4633.362305
	Iteration 12Q: 3 clusters Score -1467628 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1467940.625000 Penalty: 4633.362305
	Iteration 13Q: 3 clusters Score -1467941 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1468150.875000 Penalty: 4633.362305
	Iteration 14Q: 3 clusters Score -1468151 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1468281.000000 Penalty: 4633.362305
	Iteration 15Q: 3 clusters Score -1468281 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1468355.250000 Penalty: 4633.362305
	Iteration 16Q: 3 clusters Score -1468355 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1468426.625000 Penalty: 4633.362305
	Iteration 17Q: 3 clusters Score -1468427 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1468474.500000 Penalty: 4633.362305
	Iteration 18Q: 3 clusters Score -1468474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1468502.250000 Penalty: 4633.362305
	Iteration 19Q: 3 clusters Score -1468502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1468524.000000 Penalty: 4633.362305
	Iteration 20F: 3 clusters Score -1468524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1468532.125000 Penalty: 4633.362305
	Iteration 21Q: 3 clusters Score -1468532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1468540.875000 Penalty: 4633.362305
	Iteration 22Q: 3 clusters Score -1468541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1468549.000000 Penalty: 4633.362305
	Iteration 23Q: 3 clusters Score -1468549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1468556.500000 Penalty: 4633.362305
	Iteration 24Q: 3 clusters Score -1468556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1468563.875000 Penalty: 4633.362305
	Iteration 25Q: 3 clusters Score -1468564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1468569.375000 Penalty: 4633.362305
	Iteration 26Q: 3 clusters Score -1468569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1468572.125000 Penalty: 4633.362305
	Iteration 27Q: 3 clusters Score -1468572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1468577.750000 Penalty: 4633.362305
	Iteration 28Q: 3 clusters Score -1468578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1468578.125000 Penalty: 4633.362305
	Iteration 29Q: 3 clusters Score -1468578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1468579.875000 Penalty: 4633.362305
	Iteration 30Q: 3 clusters Score -1468580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1468583.125000 Penalty: 4633.362305
	Iteration 31Q: 3 clusters Score -1468583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1468585.500000 Penalty: 4633.362305
	Iteration 32Q: 3 clusters Score -1468586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1468590.125000 Penalty: 4633.362305
	Iteration 33Q: 3 clusters Score -1468590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1468589.750000 Penalty: 4633.362305
	Iteration 34Q: 3 clusters Score -1468590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1468590.000000 Penalty: 4633.362305
	Iteration 35Q: 3 clusters Score -1468590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1468593.125000 Penalty: 4633.362305
	Iteration 36Q: 3 clusters Score -1468593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1468596.875000 Penalty: 4633.362305
	Iteration 37Q: 3 clusters Score -1468597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1468595.000000 Penalty: 4633.362305
	Iteration 38Q: 3 clusters Score -1468595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1468594.000000 Penalty: 4633.362305
	Iteration 39Q: 3 clusters Score -1468594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1468595.250000 Penalty: 4633.362305
	Iteration 40F: 3 clusters Score -1468595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1468594.375000 Penalty: 4633.362305
	Iteration 41Q: 3 clusters Score -1468594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1468596.625000 Penalty: 4633.362305
	Iteration 42Q: 3 clusters Score -1468597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1468594.875000 Penalty: 4633.362305
	Iteration 43Q: 3 clusters Score -1468595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1468594.875000 Penalty: 4633.362305
	Iteration 44F: 3 clusters Score -1468595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Entering Unmasked Estep 
Score: -5582121.500000 Penalty: 2637.858887
	Iteration 0F: 2 clusters Score -5582122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5553857.000000 Penalty: 5275.717773
	Iteration 0F: 3 clusters Score -5553857 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -5564263.000000 Penalty: 5275.717773
	Iteration 1F: 3 clusters Score -5564263 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5564811.500000 Penalty: 5275.717773
	Iteration 2Q: 3 clusters Score -5564812 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -5565349.500000 Penalty: 5275.717773
	Iteration 3Q: 3 clusters Score -5565350 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -5565856.000000 Penalty: 5275.717773
	Iteration 4Q: 3 clusters Score -5565856 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5566469.500000 Penalty: 5275.717773
	Iteration 5Q: 3 clusters Score -5566470 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -5567123.000000 Penalty: 5275.717773
	Iteration 6Q: 3 clusters Score -5567123 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5567932.500000 Penalty: 5275.717773
	Iteration 7Q: 3 clusters Score -5567932 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -5568936.000000 Penalty: 5275.717773
	Iteration 8Q: 3 clusters Score -5568936 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5570377.500000 Penalty: 5275.717773
	Iteration 9Q: 3 clusters Score -5570378 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -5572091.000000 Penalty: 5275.717773
	Iteration 10F: 3 clusters Score -5572091 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -5573517.500000 Penalty: 5275.717773
	Iteration 11F: 3 clusters Score -5573518 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5574364.500000 Penalty: 5275.717773
	Iteration 12Q: 3 clusters Score -5574364 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -5574786.000000 Penalty: 5275.717773
	Iteration 13Q: 3 clusters Score -5574786 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -5574991.000000 Penalty: 5275.717773
	Iteration 14Q: 3 clusters Score -5574991 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5575168.500000 Penalty: 5275.717773
	Iteration 15Q: 3 clusters Score -5575168 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5575255.000000 Penalty: 5275.717773
	Iteration 16Q: 3 clusters Score -5575255 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -5575358.500000 Penalty: 5275.717773
	Iteration 17Q: 3 clusters Score -5575358 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5575445.000000 Penalty: 5275.717773
	Iteration 18Q: 3 clusters Score -5575445 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -5575536.000000 Penalty: 5275.717773
	Iteration 19Q: 3 clusters Score -5575536 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5575620.000000 Penalty: 5275.717773
	Iteration 20F: 3 clusters Score -5575620 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -5575679.000000 Penalty: 5275.717773
	Iteration 21Q: 3 clusters Score -5575679 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -5575728.000000 Penalty: 5275.717773
	Iteration 22Q: 3 clusters Score -5575728 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -5575790.000000 Penalty: 5275.717773
	Iteration 23Q: 3 clusters Score -5575790 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5575882.000000 Penalty: 5275.717773
	Iteration 24Q: 3 clusters Score -5575882 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -5575988.500000 Penalty: 5275.717773
	Iteration 25Q: 3 clusters Score -5575988 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -5576071.500000 Penalty: 5275.717773
	Iteration 26Q: 3 clusters Score -5576072 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -5576153.000000 Penalty: 5275.717773
	Iteration 27Q: 3 clusters Score -5576153 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -5576240.500000 Penalty: 5275.717773
	Iteration 28Q: 3 clusters Score -5576240 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5576346.000000 Penalty: 5275.717773
	Iteration 29Q: 3 clusters Score -5576346 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5576430.500000 Penalty: 5275.717773
	Iteration 30Q: 3 clusters Score -5576430 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -5576578.500000 Penalty: 5275.717773
	Iteration 31Q: 3 clusters Score -5576578 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -5576703.000000 Penalty: 5275.717773
	Iteration 32Q: 3 clusters Score -5576703 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -5576798.000000 Penalty: 5275.717773
	Iteration 33Q: 3 clusters Score -5576798 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -5576911.000000 Penalty: 5275.717773
	Iteration 34Q: 3 clusters Score -5576911 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -5577009.000000 Penalty: 5275.717773
	Iteration 35Q: 3 clusters Score -5577009 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -5577107.000000 Penalty: 5275.717773
	Iteration 36Q: 3 clusters Score -5577107 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -5577252.000000 Penalty: 5275.717773
	Iteration 37Q: 3 clusters Score -5577252 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -5577383.000000 Penalty: 5275.717773
	Iteration 38Q: 3 clusters Score -5577383 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -5577482.500000 Penalty: 5275.717773
	Iteration 39Q: 3 clusters Score -5577482 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5577600.000000 Penalty: 5275.717773
	Iteration 40F: 3 clusters Score -5577600 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -5577725.500000 Penalty: 5275.717773
	Iteration 41Q: 3 clusters Score -5577726 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5577883.500000 Penalty: 5275.717773
	Iteration 42Q: 3 clusters Score -5577884 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -5578059.000000 Penalty: 5275.717773
	Iteration 43Q: 3 clusters Score -5578059 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5578216.500000 Penalty: 5275.717773
	Iteration 44Q: 3 clusters Score -5578216 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5578404.000000 Penalty: 5275.717773
	Iteration 45Q: 3 clusters Score -5578404 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5578576.500000 Penalty: 5275.717773
	Iteration 46Q: 3 clusters Score -5578576 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5578747.500000 Penalty: 5275.717773
	Iteration 47Q: 3 clusters Score -5578748 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5578926.000000 Penalty: 5275.717773
	Iteration 48Q: 3 clusters Score -5578926 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5579055.000000 Penalty: 5275.717773
	Iteration 49Q: 3 clusters Score -5579055 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5579192.000000 Penalty: 5275.717773
	Iteration 50Q: 3 clusters Score -5579192 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5579315.000000 Penalty: 5275.717773
	Iteration 51Q: 3 clusters Score -5579315 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5579412.500000 Penalty: 5275.717773
	Iteration 52Q: 3 clusters Score -5579412 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5579497.000000 Penalty: 5275.717773
	Iteration 53Q: 3 clusters Score -5579497 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5579564.000000 Penalty: 5275.717773
	Iteration 54Q: 3 clusters Score -5579564 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5579615.000000 Penalty: 5275.717773
	Iteration 55Q: 3 clusters Score -5579615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5579666.500000 Penalty: 5275.717773
	Iteration 56Q: 3 clusters Score -5579666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5579711.500000 Penalty: 5275.717773
	Iteration 57Q: 3 clusters Score -5579712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5579751.500000 Penalty: 5275.717773
	Iteration 58Q: 3 clusters Score -5579752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5579776.000000 Penalty: 5275.717773
	Iteration 59Q: 3 clusters Score -5579776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5579806.500000 Penalty: 5275.717773
	Iteration 60F: 3 clusters Score -5579806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5579828.000000 Penalty: 5275.717773
	Iteration 61Q: 3 clusters Score -5579828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5579846.500000 Penalty: 5275.717773
	Iteration 62Q: 3 clusters Score -5579846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5579856.000000 Penalty: 5275.717773
	Iteration 63Q: 3 clusters Score -5579856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5579861.000000 Penalty: 5275.717773
	Iteration 64Q: 3 clusters Score -5579861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5579862.000000 Penalty: 5275.717773
	Iteration 65Q: 3 clusters Score -5579862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5579870.500000 Penalty: 5275.717773
	Iteration 66Q: 3 clusters Score -5579870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5579872.000000 Penalty: 5275.717773
	Iteration 67Q: 3 clusters Score -5579872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5579875.500000 Penalty: 5275.717773
	Iteration 68Q: 3 clusters Score -5579876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5579882.000000 Penalty: 5275.717773
	Iteration 69Q: 3 clusters Score -5579882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5579876.500000 Penalty: 5275.717773
	Iteration 70Q: 3 clusters Score -5579876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5579881.000000 Penalty: 5275.717773
	Iteration 71Q: 3 clusters Score -5579881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5579879.500000 Penalty: 5275.717773
	Iteration 72Q: 3 clusters Score -5579880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5579888.500000 Penalty: 5275.717773
	Iteration 73Q: 3 clusters Score -5579888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5579894.500000 Penalty: 5275.717773
	Iteration 74Q: 3 clusters Score -5579894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5579896.000000 Penalty: 5275.717773
	Iteration 75Q: 3 clusters Score -5579896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5579889.500000 Penalty: 5275.717773
	Iteration 76Q: 3 clusters Score -5579890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5579888.000000 Penalty: 5275.717773
	Iteration 77Q: 3 clusters Score -5579888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5579895.500000 Penalty: 5275.717773
	Iteration 78Q: 3 clusters Score -5579896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5579892.500000 Penalty: 5275.717773
	Iteration 79Q: 3 clusters Score -5579892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5579892.500000 Penalty: 5275.717773
	Iteration 80F: 3 clusters Score -5579892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Entering Unmasked Estep 
Score: -810159.625000 Penalty: 2176.565918
	Iteration 0F: 2 clusters Score -810159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -804686.187500 Penalty: 4353.131836
	Iteration 0F: 3 clusters Score -804686.2 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -806148.625000 Penalty: 4353.131836
	Iteration 1F: 3 clusters Score -806148.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -806503.500000 Penalty: 4353.131836
	Iteration 2F: 3 clusters Score -806503.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -806765.187500 Penalty: 4353.131836
	Iteration 3F: 3 clusters Score -806765.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -806980.625000 Penalty: 4353.131836
	Iteration 4Q: 3 clusters Score -806980.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -807163.187500 Penalty: 4353.131836
	Iteration 5Q: 3 clusters Score -807163.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -807310.687500 Penalty: 4353.131836
	Iteration 6Q: 3 clusters Score -807310.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -807427.625000 Penalty: 4353.131836
	Iteration 7Q: 3 clusters Score -807427.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -807524.000000 Penalty: 4353.131836
	Iteration 8Q: 3 clusters Score -807524 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -807627.500000 Penalty: 4353.131836
	Iteration 9Q: 3 clusters Score -807627.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -807721.062500 Penalty: 4353.131836
	Iteration 10Q: 3 clusters Score -807721.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -807800.750000 Penalty: 4353.131836
	Iteration 11Q: 3 clusters Score -807800.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -807851.750000 Penalty: 4353.131836
	Iteration 12Q: 3 clusters Score -807851.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -807901.312500 Penalty: 4353.131836
	Iteration 13Q: 3 clusters Score -807901.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -807958.125000 Penalty: 4353.131836
	Iteration 14Q: 3 clusters Score -807958.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -808026.937500 Penalty: 4353.131836
	Iteration 15Q: 3 clusters Score -808026.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -808096.875000 Penalty: 4353.131836
	Iteration 16Q: 3 clusters Score -808096.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -808166.812500 Penalty: 4353.131836
	Iteration 17Q: 3 clusters Score -808166.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -808231.687500 Penalty: 4353.131836
	Iteration 18Q: 3 clusters Score -808231.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -808280.937500 Penalty: 4353.131836
	Iteration 19Q: 3 clusters Score -808280.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -808317.687500 Penalty: 4353.131836
	Iteration 20F: 3 clusters Score -808317.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -808346.375000 Penalty: 4353.131836
	Iteration 21Q: 3 clusters Score -808346.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -808368.000000 Penalty: 4353.131836
	Iteration 22Q: 3 clusters Score -808368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -808386.437500 Penalty: 4353.131836
	Iteration 23Q: 3 clusters Score -808386.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -808403.062500 Penalty: 4353.131836
	Iteration 24Q: 3 clusters Score -808403.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -808414.562500 Penalty: 4353.131836
	Iteration 25Q: 3 clusters Score -808414.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -808427.437500 Penalty: 4353.131836
	Iteration 26Q: 3 clusters Score -808427.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -808439.000000 Penalty: 4353.131836
	Iteration 27Q: 3 clusters Score -808439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -808447.625000 Penalty: 4353.131836
	Iteration 28Q: 3 clusters Score -808447.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -808457.812500 Penalty: 4353.131836
	Iteration 29Q: 3 clusters Score -808457.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -808465.687500 Penalty: 4353.131836
	Iteration 30Q: 3 clusters Score -808465.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -808471.937500 Penalty: 4353.131836
	Iteration 31Q: 3 clusters Score -808471.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -808473.562500 Penalty: 4353.131836
	Iteration 32Q: 3 clusters Score -808473.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -808478.437500 Penalty: 4353.131836
	Iteration 33Q: 3 clusters Score -808478.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -808483.312500 Penalty: 4353.131836
	Iteration 34Q: 3 clusters Score -808483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -808487.000000 Penalty: 4353.131836
	Iteration 35Q: 3 clusters Score -808487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -808488.375000 Penalty: 4353.131836
	Iteration 36Q: 3 clusters Score -808488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -808489.875000 Penalty: 4353.131836
	Iteration 37Q: 3 clusters Score -808489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -808494.375000 Penalty: 4353.131836
	Iteration 38Q: 3 clusters Score -808494.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -808496.437500 Penalty: 4353.131836
	Iteration 39Q: 3 clusters Score -808496.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -808499.375000 Penalty: 4353.131836
	Iteration 40F: 3 clusters Score -808499.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -808499.750000 Penalty: 4353.131836
	Iteration 41Q: 3 clusters Score -808499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -808502.062500 Penalty: 4353.131836
	Iteration 42Q: 3 clusters Score -808502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -808503.750000 Penalty: 4353.131836
	Iteration 43Q: 3 clusters Score -808503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -808503.437500 Penalty: 4353.131836
	Iteration 44Q: 3 clusters Score -808503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -808504.562500 Penalty: 4353.131836
	Iteration 45Q: 3 clusters Score -808504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -808505.562500 Penalty: 4353.131836
	Iteration 46Q: 3 clusters Score -808505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -808508.125000 Penalty: 4353.131836
	Iteration 47Q: 3 clusters Score -808508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -808507.187500 Penalty: 4353.131836
	Iteration 48Q: 3 clusters Score -808507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -808509.375000 Penalty: 4353.131836
	Iteration 49Q: 3 clusters Score -808509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -808509.812500 Penalty: 4353.131836
	Iteration 50Q: 3 clusters Score -808509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -808509.437500 Penalty: 4353.131836
	Iteration 51Q: 3 clusters Score -808509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -808510.125000 Penalty: 4353.131836
	Iteration 52Q: 3 clusters Score -808510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -808512.937500 Penalty: 4353.131836
	Iteration 53Q: 3 clusters Score -808512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -808514.187500 Penalty: 4353.131836
	Iteration 54Q: 3 clusters Score -808514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -808512.562500 Penalty: 4353.131836
	Iteration 55Q: 3 clusters Score -808512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -808514.187500 Penalty: 4353.131836
	Iteration 56Q: 3 clusters Score -808514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -808514.062500 Penalty: 4353.131836
	Iteration 57Q: 3 clusters Score -808514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -808513.937500 Penalty: 4353.131836
	Iteration 58Q: 3 clusters Score -808513.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -808513.937500 Penalty: 4353.131836
	Iteration 59F: 3 clusters Score -808513.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 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 348 members 
Entering Unmasked Estep 
Score: -70190.500000 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70190.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70806.117188 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70806.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71278.781250 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -71278.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71647.453125 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -71647.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71913.585938 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -71913.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72049.796875 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -72049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72129.070312 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -72129.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72371.078125 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -72371.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72611.828125 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -72611.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72634.085938 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -72634.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72650.531250 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -72650.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72652.250000 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -72652.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72652.250000 Penalty: 3232.031738
	Iteration 12F: 3 clusters Score -72652.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 21996 members 
Mstep: Class 3 contains 24125 members 
Mstep: Class 4 contains 45726 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182579 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41628 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 69452 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77913 members 
Mstep: Class 19 contains 192250 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39062 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 196914 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 438 members 
Entering Unmasked Estep 
Score: -133228576.000000 Penalty: 99558.382812
Splitting cluster 13 changes total score from -133229640.000000 to -133228576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Entering Unmasked Estep 
Score: -4856078.000000 Penalty: 2624.034668
	Iteration 0F: 2 clusters Score -4856078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4829273.000000 Penalty: 5248.069336
	Iteration 0F: 3 clusters Score -4829273 nChanged 17916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4839146.500000 Penalty: 5248.069336
	Iteration 1F: 3 clusters Score -4839146 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4839750.500000 Penalty: 5248.069336
	Iteration 2Q: 3 clusters Score -4839750 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -4840386.500000 Penalty: 5248.069336
	Iteration 3Q: 3 clusters Score -4840386 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4841017.500000 Penalty: 5248.069336
	Iteration 4Q: 3 clusters Score -4841018 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4841763.500000 Penalty: 5248.069336
	Iteration 5Q: 3 clusters Score -4841764 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4842704.500000 Penalty: 5248.069336
	Iteration 6Q: 3 clusters Score -4842704 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4843883.500000 Penalty: 5248.069336
	Iteration 7F: 3 clusters Score -4843884 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4845291.000000 Penalty: 5248.069336
	Iteration 8F: 3 clusters Score -4845291 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4846916.500000 Penalty: 5248.069336
	Iteration 9F: 3 clusters Score -4846916 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -4848366.000000 Penalty: 5248.069336
	Iteration 10F: 3 clusters Score -4848366 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4849382.500000 Penalty: 5248.069336
	Iteration 11Q: 3 clusters Score -4849382 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4849881.500000 Penalty: 5248.069336
	Iteration 12Q: 3 clusters Score -4849882 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4850072.500000 Penalty: 5248.069336
	Iteration 13Q: 3 clusters Score -4850072 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4850236.000000 Penalty: 5248.069336
	Iteration 14Q: 3 clusters Score -4850236 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4850320.500000 Penalty: 5248.069336
	Iteration 15Q: 3 clusters Score -4850320 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4850435.000000 Penalty: 5248.069336
	Iteration 16Q: 3 clusters Score -4850435 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4850502.500000 Penalty: 5248.069336
	Iteration 17Q: 3 clusters Score -4850502 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4850567.000000 Penalty: 5248.069336
	Iteration 18Q: 3 clusters Score -4850567 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -4850629.000000 Penalty: 5248.069336
	Iteration 19Q: 3 clusters Score -4850629 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4850677.500000 Penalty: 5248.069336
	Iteration 20F: 3 clusters Score -4850678 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4850728.500000 Penalty: 5248.069336
	Iteration 21Q: 3 clusters Score -4850728 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4850787.000000 Penalty: 5248.069336
	Iteration 22Q: 3 clusters Score -4850787 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4850820.000000 Penalty: 5248.069336
	Iteration 23Q: 3 clusters Score -4850820 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4850837.500000 Penalty: 5248.069336
	Iteration 24Q: 3 clusters Score -4850838 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4850874.000000 Penalty: 5248.069336
	Iteration 25Q: 3 clusters Score -4850874 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4850903.500000 Penalty: 5248.069336
	Iteration 26Q: 3 clusters Score -4850904 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4850922.500000 Penalty: 5248.069336
	Iteration 27Q: 3 clusters Score -4850922 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4850987.500000 Penalty: 5248.069336
	Iteration 28Q: 3 clusters Score -4850988 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4851012.500000 Penalty: 5248.069336
	Iteration 29Q: 3 clusters Score -4851012 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4851032.500000 Penalty: 5248.069336
	Iteration 30Q: 3 clusters Score -4851032 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4851081.000000 Penalty: 5248.069336
	Iteration 31Q: 3 clusters Score -4851081 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4851143.000000 Penalty: 5248.069336
	Iteration 32Q: 3 clusters Score -4851143 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4851182.500000 Penalty: 5248.069336
	Iteration 33Q: 3 clusters Score -4851182 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4851212.000000 Penalty: 5248.069336
	Iteration 34Q: 3 clusters Score -4851212 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -4851270.500000 Penalty: 5248.069336
	Iteration 35Q: 3 clusters Score -4851270 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4851318.000000 Penalty: 5248.069336
	Iteration 36Q: 3 clusters Score -4851318 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4851383.000000 Penalty: 5248.069336
	Iteration 37Q: 3 clusters Score -4851383 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4851461.500000 Penalty: 5248.069336
	Iteration 38Q: 3 clusters Score -4851462 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -4851556.500000 Penalty: 5248.069336
	Iteration 39Q: 3 clusters Score -4851556 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -4851631.000000 Penalty: 5248.069336
	Iteration 40F: 3 clusters Score -4851631 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4851728.000000 Penalty: 5248.069336
	Iteration 41Q: 3 clusters Score -4851728 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4851807.000000 Penalty: 5248.069336
	Iteration 42Q: 3 clusters Score -4851807 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -4851941.500000 Penalty: 5248.069336
	Iteration 43Q: 3 clusters Score -4851942 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4852098.000000 Penalty: 5248.069336
	Iteration 44Q: 3 clusters Score -4852098 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4852308.500000 Penalty: 5248.069336
	Iteration 45Q: 3 clusters Score -4852308 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4852507.500000 Penalty: 5248.069336
	Iteration 46Q: 3 clusters Score -4852508 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -4852729.500000 Penalty: 5248.069336
	Iteration 47Q: 3 clusters Score -4852730 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4852967.500000 Penalty: 5248.069336
	Iteration 48Q: 3 clusters Score -4852968 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -4853160.000000 Penalty: 5248.069336
	Iteration 49Q: 3 clusters Score -4853160 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4853350.000000 Penalty: 5248.069336
	Iteration 50Q: 3 clusters Score -4853350 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4853511.000000 Penalty: 5248.069336
	Iteration 51Q: 3 clusters Score -4853511 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4853682.000000 Penalty: 5248.069336
	Iteration 52Q: 3 clusters Score -4853682 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4853749.000000 Penalty: 5248.069336
	Iteration 53Q: 3 clusters Score -4853749 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4853842.000000 Penalty: 5248.069336
	Iteration 54Q: 3 clusters Score -4853842 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -4853907.000000 Penalty: 5248.069336
	Iteration 55Q: 3 clusters Score -4853907 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -4853943.500000 Penalty: 5248.069336
	Iteration 56Q: 3 clusters Score -4853944 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -4854012.500000 Penalty: 5248.069336
	Iteration 57Q: 3 clusters Score -4854012 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -4854066.000000 Penalty: 5248.069336
	Iteration 58Q: 3 clusters Score -4854066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4854124.000000 Penalty: 5248.069336
	Iteration 59Q: 3 clusters Score -4854124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -4854159.000000 Penalty: 5248.069336
	Iteration 60F: 3 clusters Score -4854159 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4854192.000000 Penalty: 5248.069336
	Iteration 61Q: 3 clusters Score -4854192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -4854197.000000 Penalty: 5248.069336
	Iteration 62Q: 3 clusters Score -4854197 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4854197.000000 Penalty: 5248.069336
	Iteration 63Q: 3 clusters Score -4854197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -4854225.500000 Penalty: 5248.069336
	Iteration 64Q: 3 clusters Score -4854226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4854243.500000 Penalty: 5248.069336
	Iteration 65Q: 3 clusters Score -4854244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -4854242.500000 Penalty: 5248.069336
	Iteration 66Q: 3 clusters Score -4854242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -4854256.500000 Penalty: 5248.069336
	Iteration 67Q: 3 clusters Score -4854256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -4854269.000000 Penalty: 5248.069336
	Iteration 68Q: 3 clusters Score -4854269 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -4854270.500000 Penalty: 5248.069336
	Iteration 69Q: 3 clusters Score -4854270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4854282.000000 Penalty: 5248.069336
	Iteration 70Q: 3 clusters Score -4854282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4854291.000000 Penalty: 5248.069336
	Iteration 71Q: 3 clusters Score -4854291 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -4854298.500000 Penalty: 5248.069336
	Iteration 72Q: 3 clusters Score -4854298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4854308.500000 Penalty: 5248.069336
	Iteration 73Q: 3 clusters Score -4854308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4854310.500000 Penalty: 5248.069336
	Iteration 74Q: 3 clusters Score -4854310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4854322.000000 Penalty: 5248.069336
	Iteration 75Q: 3 clusters Score -4854322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -4854312.000000 Penalty: 5248.069336
	Iteration 76Q: 3 clusters Score -4854312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4854327.500000 Penalty: 5248.069336
	Iteration 77Q: 3 clusters Score -4854328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4854318.000000 Penalty: 5248.069336
	Iteration 78Q: 3 clusters Score -4854318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4854334.000000 Penalty: 5248.069336
	Iteration 79Q: 3 clusters Score -4854334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -4854339.500000 Penalty: 5248.069336
	Iteration 80F: 3 clusters Score -4854340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -4854356.000000 Penalty: 5248.069336
	Iteration 81Q: 3 clusters Score -4854356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -4854360.000000 Penalty: 5248.069336
	Iteration 82Q: 3 clusters Score -4854360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4854378.000000 Penalty: 5248.069336
	Iteration 83Q: 3 clusters Score -4854378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4854377.500000 Penalty: 5248.069336
	Iteration 84Q: 3 clusters Score -4854378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4854373.000000 Penalty: 5248.069336
	Iteration 85Q: 3 clusters Score -4854373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4854375.000000 Penalty: 5248.069336
	Iteration 86Q: 3 clusters Score -4854375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4854378.500000 Penalty: 5248.069336
	Iteration 87Q: 3 clusters Score -4854378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4854380.500000 Penalty: 5248.069336
	Iteration 88Q: 3 clusters Score -4854380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -4854386.000000 Penalty: 5248.069336
	Iteration 89Q: 3 clusters Score -4854386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4854385.500000 Penalty: 5248.069336
	Iteration 90Q: 3 clusters Score -4854386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4854381.000000 Penalty: 5248.069336
	Iteration 91Q: 3 clusters Score -4854381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4854379.500000 Penalty: 5248.069336
	Iteration 92Q: 3 clusters Score -4854380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4854379.500000 Penalty: 5248.069336
	Iteration 93Q: 3 clusters Score -4854380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -4854369.500000 Penalty: 5248.069336
	Iteration 94Q: 3 clusters Score -4854370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4854368.000000 Penalty: 5248.069336
	Iteration 95Q: 3 clusters Score -4854368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4854374.500000 Penalty: 5248.069336
	Iteration 96Q: 3 clusters Score -4854374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -4854372.500000 Penalty: 5248.069336
	Iteration 97Q: 3 clusters Score -4854372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4854370.500000 Penalty: 5248.069336
	Iteration 98Q: 3 clusters Score -4854370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4854373.500000 Penalty: 5248.069336
	Iteration 99Q: 3 clusters Score -4854374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4854375.500000 Penalty: 5248.069336
	Iteration 100F: 3 clusters Score -4854376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4854379.000000 Penalty: 5248.069336
	Iteration 101Q: 3 clusters Score -4854379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4854375.500000 Penalty: 5248.069336
	Iteration 102Q: 3 clusters Score -4854376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4854381.500000 Penalty: 5248.069336
	Iteration 103Q: 3 clusters Score -4854382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -4854385.000000 Penalty: 5248.069336
	Iteration 104Q: 3 clusters Score -4854385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4854389.500000 Penalty: 5248.069336
	Iteration 105Q: 3 clusters Score -4854390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4854396.000000 Penalty: 5248.069336
	Iteration 106Q: 3 clusters Score -4854396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -4854390.500000 Penalty: 5248.069336
	Iteration 107Q: 3 clusters Score -4854390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4854393.500000 Penalty: 5248.069336
	Iteration 108Q: 3 clusters Score -4854394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4854397.500000 Penalty: 5248.069336
	Iteration 109Q: 3 clusters Score -4854398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4854406.000000 Penalty: 5248.069336
	Iteration 110Q: 3 clusters Score -4854406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -4854403.500000 Penalty: 5248.069336
	Iteration 111Q: 3 clusters Score -4854404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4854405.500000 Penalty: 5248.069336
	Iteration 112Q: 3 clusters Score -4854406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4854403.000000 Penalty: 5248.069336
	Iteration 113Q: 3 clusters Score -4854403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4854406.500000 Penalty: 5248.069336
	Iteration 114Q: 3 clusters Score -4854406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4854411.500000 Penalty: 5248.069336
	Iteration 115Q: 3 clusters Score -4854412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4854404.500000 Penalty: 5248.069336
	Iteration 116Q: 3 clusters Score -4854404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4854413.500000 Penalty: 5248.069336
	Iteration 117Q: 3 clusters Score -4854414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4854414.000000 Penalty: 5248.069336
	Iteration 118Q: 3 clusters Score -4854414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4854412.000000 Penalty: 5248.069336
	Iteration 119Q: 3 clusters Score -4854412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4854416.000000 Penalty: 5248.069336
	Iteration 120F: 3 clusters Score -4854416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4854422.000000 Penalty: 5248.069336
	Iteration 121Q: 3 clusters Score -4854422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4854418.500000 Penalty: 5248.069336
	Iteration 122Q: 3 clusters Score -4854418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4854419.000000 Penalty: 5248.069336
	Iteration 123Q: 3 clusters Score -4854419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4854425.000000 Penalty: 5248.069336
	Iteration 124Q: 3 clusters Score -4854425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -4854421.500000 Penalty: 5248.069336
	Iteration 125Q: 3 clusters Score -4854422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -4854428.500000 Penalty: 5248.069336
	Iteration 126Q: 3 clusters Score -4854428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4854430.500000 Penalty: 5248.069336
	Iteration 127Q: 3 clusters Score -4854430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4854426.500000 Penalty: 5248.069336
	Iteration 128Q: 3 clusters Score -4854426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4854428.500000 Penalty: 5248.069336
	Iteration 129Q: 3 clusters Score -4854428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4854428.500000 Penalty: 5248.069336
	Iteration 130F: 3 clusters Score -4854428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Entering Unmasked Estep 
Score: -3523746.000000 Penalty: 2523.012695
	Iteration 0F: 2 clusters Score -3523746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3505638.000000 Penalty: 5046.025391
	Iteration 0F: 3 clusters Score -3505638 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3512162.250000 Penalty: 5046.025391
	Iteration 1F: 3 clusters Score -3512162 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3513047.750000 Penalty: 5046.025391
	Iteration 2F: 3 clusters Score -3513048 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3513918.500000 Penalty: 5046.025391
	Iteration 3F: 3 clusters Score -3513918 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3514620.500000 Penalty: 5046.025391
	Iteration 4F: 3 clusters Score -3514620 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3515265.750000 Penalty: 5046.025391
	Iteration 5F: 3 clusters Score -3515266 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3515900.250000 Penalty: 5046.025391
	Iteration 6F: 3 clusters Score -3515900 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3516573.250000 Penalty: 5046.025391
	Iteration 7F: 3 clusters Score -3516573 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3517307.000000 Penalty: 5046.025391
	Iteration 8F: 3 clusters Score -3517307 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3518002.750000 Penalty: 5046.025391
	Iteration 9Q: 3 clusters Score -3518003 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3518760.750000 Penalty: 5046.025391
	Iteration 10Q: 3 clusters Score -3518761 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3519384.750000 Penalty: 5046.025391
	Iteration 11Q: 3 clusters Score -3519385 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3519884.000000 Penalty: 5046.025391
	Iteration 12Q: 3 clusters Score -3519884 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3520286.750000 Penalty: 5046.025391
	Iteration 13Q: 3 clusters Score -3520287 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3520657.750000 Penalty: 5046.025391
	Iteration 14Q: 3 clusters Score -3520658 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3520985.750000 Penalty: 5046.025391
	Iteration 15Q: 3 clusters Score -3520986 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3521276.500000 Penalty: 5046.025391
	Iteration 16Q: 3 clusters Score -3521276 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3521560.000000 Penalty: 5046.025391
	Iteration 17Q: 3 clusters Score -3521560 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3521828.250000 Penalty: 5046.025391
	Iteration 18Q: 3 clusters Score -3521828 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3522091.250000 Penalty: 5046.025391
	Iteration 19Q: 3 clusters Score -3522091 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3522318.250000 Penalty: 5046.025391
	Iteration 20F: 3 clusters Score -3522318 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3522525.750000 Penalty: 5046.025391
	Iteration 21Q: 3 clusters Score -3522526 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3522700.500000 Penalty: 5046.025391
	Iteration 22Q: 3 clusters Score -3522700 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3522818.750000 Penalty: 5046.025391
	Iteration 23Q: 3 clusters Score -3522819 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3522933.500000 Penalty: 5046.025391
	Iteration 24Q: 3 clusters Score -3522934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3523021.500000 Penalty: 5046.025391
	Iteration 25Q: 3 clusters Score -3523022 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3523098.000000 Penalty: 5046.025391
	Iteration 26Q: 3 clusters Score -3523098 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3523162.500000 Penalty: 5046.025391
	Iteration 27Q: 3 clusters Score -3523162 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3523212.500000 Penalty: 5046.025391
	Iteration 28Q: 3 clusters Score -3523212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3523265.000000 Penalty: 5046.025391
	Iteration 29Q: 3 clusters Score -3523265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3523285.000000 Penalty: 5046.025391
	Iteration 30Q: 3 clusters Score -3523285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3523295.000000 Penalty: 5046.025391
	Iteration 31Q: 3 clusters Score -3523295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3523304.750000 Penalty: 5046.025391
	Iteration 32Q: 3 clusters Score -3523305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3523304.750000 Penalty: 5046.025391
	Iteration 33Q: 3 clusters Score -3523305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3523308.250000 Penalty: 5046.025391
	Iteration 34Q: 3 clusters Score -3523308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3523312.250000 Penalty: 5046.025391
	Iteration 35Q: 3 clusters Score -3523312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3523313.000000 Penalty: 5046.025391
	Iteration 36Q: 3 clusters Score -3523313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3523316.750000 Penalty: 5046.025391
	Iteration 37Q: 3 clusters Score -3523317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3523318.250000 Penalty: 5046.025391
	Iteration 38Q: 3 clusters Score -3523318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3523318.250000 Penalty: 5046.025391
	Iteration 39F: 3 clusters Score -3523318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Entering Unmasked Estep 
Score: -9286050.000000 Penalty: 2764.801025
	Iteration 0F: 2 clusters Score -9286050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -9239150.000000 Penalty: 5529.602051
	Iteration 0F: 3 clusters Score -9239150 nChanged 32674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -9257475.000000 Penalty: 5529.602051
	Iteration 1F: 3 clusters Score -9257475 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -9258067.000000 Penalty: 5529.602051
	Iteration 2Q: 3 clusters Score -9258067 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -9258655.000000 Penalty: 5529.602051
	Iteration 3Q: 3 clusters Score -9258655 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -9259424.000000 Penalty: 5529.602051
	Iteration 4Q: 3 clusters Score -9259424 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -9260562.000000 Penalty: 5529.602051
	Iteration 5Q: 3 clusters Score -9260562 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -9262351.000000 Penalty: 5529.602051
	Iteration 6F: 3 clusters Score -9262351 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -9265273.000000 Penalty: 5529.602051
	Iteration 7F: 3 clusters Score -9265273 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -9269701.000000 Penalty: 5529.602051
	Iteration 8F: 3 clusters Score -9269701 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -9275138.000000 Penalty: 5529.602051
	Iteration 9F: 3 clusters Score -9275138 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -9279821.000000 Penalty: 5529.602051
	Iteration 10F: 3 clusters Score -9279821 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9282693.000000 Penalty: 5529.602051
	Iteration 11Q: 3 clusters Score -9282693 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9283975.000000 Penalty: 5529.602051
	Iteration 12Q: 3 clusters Score -9283975 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9284490.000000 Penalty: 5529.602051
	Iteration 13Q: 3 clusters Score -9284490 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9284701.000000 Penalty: 5529.602051
	Iteration 14Q: 3 clusters Score -9284701 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9284837.000000 Penalty: 5529.602051
	Iteration 15Q: 3 clusters Score -9284837 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9284894.000000 Penalty: 5529.602051
	Iteration 16Q: 3 clusters Score -9284894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9284920.000000 Penalty: 5529.602051
	Iteration 17Q: 3 clusters Score -9284920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9284943.000000 Penalty: 5529.602051
	Iteration 18Q: 3 clusters Score -9284943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9284957.000000 Penalty: 5529.602051
	Iteration 19Q: 3 clusters Score -9284957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9284974.000000 Penalty: 5529.602051
	Iteration 20F: 3 clusters Score -9284974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9284975.000000 Penalty: 5529.602051
	Iteration 21Q: 3 clusters Score -9284975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9284981.000000 Penalty: 5529.602051
	Iteration 22Q: 3 clusters Score -9284981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9284983.000000 Penalty: 5529.602051
	Iteration 23Q: 3 clusters Score -9284983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9284983.000000 Penalty: 5529.602051
	Iteration 24Q: 3 clusters Score -9284983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9284984.000000 Penalty: 5529.602051
	Iteration 25Q: 3 clusters Score -9284984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9284984.000000 Penalty: 5529.602051
	Iteration 26F: 3 clusters Score -9284984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 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 339 members 
Entering Unmasked Estep 
Score: -66286.445312 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66286.45 nChanged 146
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: -66812.789062 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66812.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67098.070312 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -67098.07 nChanged 38
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: -67288.007812 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -67288.01 nChanged 42
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: -67471.007812 Penalty: 3193.125000
	Iteration 4F: 3 clusters Score -67471.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67610.632812 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67610.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67873.593750 Penalty: 3193.125000
	Iteration 6F: 3 clusters Score -67873.59 nChanged 28
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: -68157.140625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -68157.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68263.921875 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -68263.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68293.789062 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -68293.79 nChanged 5
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: -68310.195312 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -68310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68320.039062 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -68320.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68327.601562 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -68327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68329.539062 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -68329.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68329.539062 Penalty: 3193.125000
	Iteration 14F: 3 clusters Score -68329.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 21996 members 
Mstep: Class 3 contains 24125 members 
Mstep: Class 4 contains 45726 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182579 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41628 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 69452 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 77913 members 
Mstep: Class 19 contains 192250 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39062 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 196914 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 388 members 
Entering Unmasked Estep 
Score: -133228176.000000 Penalty: 99558.382812
Splitting cluster 17 changes total score from -133229640.000000 to -133228176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (77913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Entering Unmasked Estep 
Score: -10167648.000000 Penalty: 2793.310303
	Iteration 0F: 2 clusters Score -1.016765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -10115338.000000 Penalty: 5586.620605
	Iteration 0F: 3 clusters Score -1.011534e+07 nChanged 36760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -10136177.000000 Penalty: 5586.620605
	Iteration 1F: 3 clusters Score -1.013618e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -10136723.000000 Penalty: 5586.620605
	Iteration 2Q: 3 clusters Score -1.013672e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -10137423.000000 Penalty: 5586.620605
	Iteration 3Q: 3 clusters Score -1.013742e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -10138293.000000 Penalty: 5586.620605
	Iteration 4Q: 3 clusters Score -1.013829e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -10139475.000000 Penalty: 5586.620605
	Iteration 5Q: 3 clusters Score -1.013948e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -10141470.000000 Penalty: 5586.620605
	Iteration 6Q: 3 clusters Score -1.014147e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -10144350.000000 Penalty: 5586.620605
	Iteration 7F: 3 clusters Score -1.014435e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -10148414.000000 Penalty: 5586.620605
	Iteration 8F: 3 clusters Score -1.014841e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -10153293.000000 Penalty: 5586.620605
	Iteration 9F: 3 clusters Score -1.015329e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -10158011.000000 Penalty: 5586.620605
	Iteration 10F: 3 clusters Score -1.015801e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70562 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -10161639.000000 Penalty: 5586.620605
	Iteration 11Q: 3 clusters Score -1.016164e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -10163597.000000 Penalty: 5586.620605
	Iteration 12Q: 3 clusters Score -1.01636e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -10164308.000000 Penalty: 5586.620605
	Iteration 13Q: 3 clusters Score -1.016431e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -10164616.000000 Penalty: 5586.620605
	Iteration 14Q: 3 clusters Score -1.016462e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -10164861.000000 Penalty: 5586.620605
	Iteration 15Q: 3 clusters Score -1.016486e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -10164982.000000 Penalty: 5586.620605
	Iteration 16Q: 3 clusters Score -1.016498e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -10165035.000000 Penalty: 5586.620605
	Iteration 17Q: 3 clusters Score -1.016504e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -10165119.000000 Penalty: 5586.620605
	Iteration 18Q: 3 clusters Score -1.016512e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -10165174.000000 Penalty: 5586.620605
	Iteration 19Q: 3 clusters Score -1.016517e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -10165223.000000 Penalty: 5586.620605
	Iteration 20F: 3 clusters Score -1.016522e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -10165244.000000 Penalty: 5586.620605
	Iteration 21Q: 3 clusters Score -1.016524e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -10165267.000000 Penalty: 5586.620605
	Iteration 22Q: 3 clusters Score -1.016527e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -10165279.000000 Penalty: 5586.620605
	Iteration 23Q: 3 clusters Score -1.016528e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -10165283.000000 Penalty: 5586.620605
	Iteration 24Q: 3 clusters Score -1.016528e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -10165303.000000 Penalty: 5586.620605
	Iteration 25Q: 3 clusters Score -1.01653e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -10165291.000000 Penalty: 5586.620605
	Iteration 26Q: 3 clusters Score -1.016529e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -10165329.000000 Penalty: 5586.620605
	Iteration 27Q: 3 clusters Score -1.016533e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -10165331.000000 Penalty: 5586.620605
	Iteration 28Q: 3 clusters Score -1.016533e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -10165350.000000 Penalty: 5586.620605
	Iteration 29Q: 3 clusters Score -1.016535e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -10165367.000000 Penalty: 5586.620605
	Iteration 30Q: 3 clusters Score -1.016537e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -10165382.000000 Penalty: 5586.620605
	Iteration 31Q: 3 clusters Score -1.016538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -10165393.000000 Penalty: 5586.620605
	Iteration 32Q: 3 clusters Score -1.016539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -10165396.000000 Penalty: 5586.620605
	Iteration 33Q: 3 clusters Score -1.01654e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -10165385.000000 Penalty: 5586.620605
	Iteration 34Q: 3 clusters Score -1.016538e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -10165425.000000 Penalty: 5586.620605
	Iteration 35Q: 3 clusters Score -1.016542e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -10165448.000000 Penalty: 5586.620605
	Iteration 36Q: 3 clusters Score -1.016545e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -10165455.000000 Penalty: 5586.620605
	Iteration 37Q: 3 clusters Score -1.016546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -10165463.000000 Penalty: 5586.620605
	Iteration 38Q: 3 clusters Score -1.016546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -10165471.000000 Penalty: 5586.620605
	Iteration 39Q: 3 clusters Score -1.016547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -10165471.000000 Penalty: 5586.620605
	Iteration 40F: 3 clusters Score -1.016547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -10165467.000000 Penalty: 5586.620605
	Iteration 41Q: 3 clusters Score -1.016547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -10165472.000000 Penalty: 5586.620605
	Iteration 42Q: 3 clusters Score -1.016547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -10165458.000000 Penalty: 5586.620605
	Iteration 43Q: 3 clusters Score -1.016546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -10165465.000000 Penalty: 5586.620605
	Iteration 44Q: 3 clusters Score -1.016546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -10165461.000000 Penalty: 5586.620605
	Iteration 45Q: 3 clusters Score -1.016546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -10165470.000000 Penalty: 5586.620605
	Iteration 46Q: 3 clusters Score -1.016547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -10165460.000000 Penalty: 5586.620605
	Iteration 47Q: 3 clusters Score -1.016546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10165454.000000 Penalty: 5586.620605
	Iteration 48Q: 3 clusters Score -1.016545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -10165452.000000 Penalty: 5586.620605
	Iteration 49Q: 3 clusters Score -1.016545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -10165454.000000 Penalty: 5586.620605
	Iteration 50Q: 3 clusters Score -1.016545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -10165463.000000 Penalty: 5586.620605
	Iteration 51Q: 3 clusters Score -1.016546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -10165458.000000 Penalty: 5586.620605
	Iteration 52Q: 3 clusters Score -1.016546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10165463.000000 Penalty: 5586.620605
	Iteration 53Q: 3 clusters Score -1.016546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10165463.000000 Penalty: 5586.620605
	Iteration 54F: 3 clusters Score -1.016546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192250 members 
Entering Unmasked Estep 
Score: -25440104.000000 Penalty: 3017.304688
	Iteration 0F: 2 clusters Score -2.54401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -25332064.000000 Penalty: 6034.609375
	Iteration 0F: 3 clusters Score -2.533206e+07 nChanged 92423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -25385948.000000 Penalty: 6034.609375
	Iteration 1F: 3 clusters Score -2.538595e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -25386906.000000 Penalty: 6034.609375
	Iteration 2Q: 3 clusters Score -2.538691e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -25388298.000000 Penalty: 6034.609375
	Iteration 3Q: 3 clusters Score -2.53883e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 112128 members 
Entering Unmasked Estep 
Score: -25390742.000000 Penalty: 6034.609375
	Iteration 4Q: 3 clusters Score -2.539074e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -25394446.000000 Penalty: 6034.609375
	Iteration 5Q: 3 clusters Score -2.539445e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 132132 members 
Entering Unmasked Estep 
Score: -25400814.000000 Penalty: 6034.609375
	Iteration 6F: 3 clusters Score -2.540081e+07 nChanged 14614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 146458 members 
Entering Unmasked Estep 
Score: -25410320.000000 Penalty: 6034.609375
	Iteration 7F: 3 clusters Score -2.541032e+07 nChanged 15340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -25422426.000000 Penalty: 6034.609375
	Iteration 8F: 3 clusters Score -2.542243e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 174377 members 
Entering Unmasked Estep 
Score: -25431034.000000 Penalty: 6034.609375
	Iteration 9F: 3 clusters Score -2.543103e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 182680 members 
Entering Unmasked Estep 
Score: -25435256.000000 Penalty: 6034.609375
	Iteration 10Q: 3 clusters Score -2.543526e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 187351 members 
Entering Unmasked Estep 
Score: -25436490.000000 Penalty: 6034.609375
	Iteration 11Q: 3 clusters Score -2.543649e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 189786 members 
Entering Unmasked Estep 
Score: -25436870.000000 Penalty: 6034.609375
	Iteration 12Q: 3 clusters Score -2.543687e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 190943 members 
Entering Unmasked Estep 
Score: -25437210.000000 Penalty: 6034.609375
	Iteration 13Q: 3 clusters Score -2.543721e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 191428 members 
Entering Unmasked Estep 
Score: -25437348.000000 Penalty: 6034.609375
	Iteration 14Q: 3 clusters Score -2.543735e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 191619 members 
Entering Unmasked Estep 
Score: -25437428.000000 Penalty: 6034.609375
	Iteration 15Q: 3 clusters Score -2.543743e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 191718 members 
Entering Unmasked Estep 
Score: -25437482.000000 Penalty: 6034.609375
	Iteration 16Q: 3 clusters Score -2.543748e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 191779 members 
Entering Unmasked Estep 
Score: -25437550.000000 Penalty: 6034.609375
	Iteration 17Q: 3 clusters Score -2.543755e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 191809 members 
Entering Unmasked Estep 
Score: -25437570.000000 Penalty: 6034.609375
	Iteration 18Q: 3 clusters Score -2.543757e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 191827 members 
Entering Unmasked Estep 
Score: -25437608.000000 Penalty: 6034.609375
	Iteration 19Q: 3 clusters Score -2.543761e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 191842 members 
Entering Unmasked Estep 
Score: -25437614.000000 Penalty: 6034.609375
	Iteration 20F: 3 clusters Score -2.543761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 191846 members 
Entering Unmasked Estep 
Score: -25437618.000000 Penalty: 6034.609375
	Iteration 21Q: 3 clusters Score -2.543762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 191853 members 
Entering Unmasked Estep 
Score: -25437600.000000 Penalty: 6034.609375
	Iteration 22Q: 3 clusters Score -2.54376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 191854 members 
Entering Unmasked Estep 
Score: -25437606.000000 Penalty: 6034.609375
	Iteration 23Q: 3 clusters Score -2.543761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 191857 members 
Entering Unmasked Estep 
Score: -25437612.000000 Penalty: 6034.609375
	Iteration 24Q: 3 clusters Score -2.543761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 191862 members 
Entering Unmasked Estep 
Score: -25437614.000000 Penalty: 6034.609375
	Iteration 25Q: 3 clusters Score -2.543761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 191863 members 
Entering Unmasked Estep 
Score: -25437620.000000 Penalty: 6034.609375
	Iteration 26Q: 3 clusters Score -2.543762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 191865 members 
Entering Unmasked Estep 
Score: -25437622.000000 Penalty: 6034.609375
	Iteration 27Q: 3 clusters Score -2.543762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 191867 members 
Entering Unmasked Estep 
Score: -25437618.000000 Penalty: 6034.609375
	Iteration 28Q: 3 clusters Score -2.543762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 191868 members 
Entering Unmasked Estep 
Score: -25437624.000000 Penalty: 6034.609375
	Iteration 29Q: 3 clusters Score -2.543762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 191869 members 
Entering Unmasked Estep 
Score: -25437642.000000 Penalty: 6034.609375
	Iteration 30Q: 3 clusters Score -2.543764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 191873 members 
Entering Unmasked Estep 
Score: -25437640.000000 Penalty: 6034.609375
	Iteration 31Q: 3 clusters Score -2.543764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 191876 members 
Entering Unmasked Estep 
Score: -25437660.000000 Penalty: 6034.609375
	Iteration 32Q: 3 clusters Score -2.543766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 191879 members 
Entering Unmasked Estep 
Score: -25437644.000000 Penalty: 6034.609375
	Iteration 33Q: 3 clusters Score -2.543764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 191879 members 
Entering Unmasked Estep 
Score: -25437662.000000 Penalty: 6034.609375
	Iteration 34Q: 3 clusters Score -2.543766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 191881 members 
Entering Unmasked Estep 
Score: -25437658.000000 Penalty: 6034.609375
	Iteration 35Q: 3 clusters Score -2.543766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 191880 members 
Entering Unmasked Estep 
Score: -25437654.000000 Penalty: 6034.609375
	Iteration 36Q: 3 clusters Score -2.543765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 191879 members 
Entering Unmasked Estep 
Score: -25437652.000000 Penalty: 6034.609375
	Iteration 37Q: 3 clusters Score -2.543765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 191879 members 
Entering Unmasked Estep 
Score: -25437652.000000 Penalty: 6034.609375
	Iteration 38Q: 3 clusters Score -2.543765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 191875 members 
Entering Unmasked Estep 
Score: -25437656.000000 Penalty: 6034.609375
	Iteration 39Q: 3 clusters Score -2.543766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 191875 members 
Entering Unmasked Estep 
Score: -25437668.000000 Penalty: 6034.609375
	Iteration 40F: 3 clusters Score -2.543767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 191874 members 
Entering Unmasked Estep 
Score: -25437680.000000 Penalty: 6034.609375
	Iteration 41Q: 3 clusters Score -2.543768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 191874 members 
Entering Unmasked Estep 
Score: -25437680.000000 Penalty: 6034.609375
	Iteration 42Q: 3 clusters Score -2.543768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 191874 members 
Entering Unmasked Estep 
Score: -25437680.000000 Penalty: 6034.609375
	Iteration 43F: 3 clusters Score -2.543768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -184114.906250 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -184114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -181901.078125 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -181901.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -182230.218750 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -182230.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182340.390625 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -182340.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -182390.781250 Penalty: 3603.306152
	Iteration 3Q: 3 clusters Score -182390.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -182414.156250 Penalty: 3603.306152
	Iteration 4Q: 3 clusters Score -182414.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -182432.890625 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -182432.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -182442.937500 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -182442.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -182451.453125 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -182451.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -182461.812500 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -182461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -182469.687500 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -182469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -182470.828125 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -182470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -182470.828125 Penalty: 3603.306152
	Iteration 11F: 3 clusters Score -182470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -80150.992188 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -80150.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78656.515625 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -78656.52 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79766.578125 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -79766.58 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -80536.828125 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -80536.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81151.312500 Penalty: 3294.026367
	Iteration 3F: 3 clusters Score -81151.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -81359.070312 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -81359.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -81406.804688 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -81406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -81445.968750 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -81445.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -81502.671875 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -81502.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -81522.210938 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -81522.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -81522.210938 Penalty: 3294.026367
	Iteration 9F: 3 clusters Score -81522.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 21996 members 
Mstep: Class 3 contains 24125 members 
Mstep: Class 4 contains 45726 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182579 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41628 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 69452 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77913 members 
Mstep: Class 19 contains 192250 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 39062 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 196914 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 108 members 
Entering Unmasked Estep 
Score: -133229392.000000 Penalty: 99558.382812
Splitting cluster 21 changes total score from -133229640.000000 to -133229392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (39062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Entering Unmasked Estep 
Score: -5255269.000000 Penalty: 2622.080566
	Iteration 0F: 2 clusters Score -5255269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -5228845.000000 Penalty: 5244.161133
	Iteration 0F: 3 clusters Score -5228845 nChanged 17763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -5238397.000000 Penalty: 5244.161133
	Iteration 1F: 3 clusters Score -5238397 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -5238830.000000 Penalty: 5244.161133
	Iteration 2Q: 3 clusters Score -5238830 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -5239273.500000 Penalty: 5244.161133
	Iteration 3Q: 3 clusters Score -5239274 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -5239640.500000 Penalty: 5244.161133
	Iteration 4Q: 3 clusters Score -5239640 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5240089.000000 Penalty: 5244.161133
	Iteration 5Q: 3 clusters Score -5240089 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5240549.500000 Penalty: 5244.161133
	Iteration 6Q: 3 clusters Score -5240550 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5241151.500000 Penalty: 5244.161133
	Iteration 7Q: 3 clusters Score -5241152 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -5242026.000000 Penalty: 5244.161133
	Iteration 8Q: 3 clusters Score -5242026 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -5243204.000000 Penalty: 5244.161133
	Iteration 9F: 3 clusters Score -5243204 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -5244782.000000 Penalty: 5244.161133
	Iteration 10F: 3 clusters Score -5244782 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -5246576.500000 Penalty: 5244.161133
	Iteration 11F: 3 clusters Score -5246576 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5248236.500000 Penalty: 5244.161133
	Iteration 12F: 3 clusters Score -5248236 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -5249469.000000 Penalty: 5244.161133
	Iteration 13Q: 3 clusters Score -5249469 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5250211.500000 Penalty: 5244.161133
	Iteration 14Q: 3 clusters Score -5250212 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -5250707.500000 Penalty: 5244.161133
	Iteration 15Q: 3 clusters Score -5250708 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -5251058.500000 Penalty: 5244.161133
	Iteration 16Q: 3 clusters Score -5251058 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -5251370.500000 Penalty: 5244.161133
	Iteration 17Q: 3 clusters Score -5251370 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -5251649.000000 Penalty: 5244.161133
	Iteration 18Q: 3 clusters Score -5251649 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -5251895.000000 Penalty: 5244.161133
	Iteration 19Q: 3 clusters Score -5251895 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -5252128.500000 Penalty: 5244.161133
	Iteration 20F: 3 clusters Score -5252128 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -5252367.500000 Penalty: 5244.161133
	Iteration 21Q: 3 clusters Score -5252368 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -5252583.000000 Penalty: 5244.161133
	Iteration 22Q: 3 clusters Score -5252583 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -5252806.000000 Penalty: 5244.161133
	Iteration 23Q: 3 clusters Score -5252806 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -5252966.000000 Penalty: 5244.161133
	Iteration 24Q: 3 clusters Score -5252966 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5253128.500000 Penalty: 5244.161133
	Iteration 25Q: 3 clusters Score -5253128 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -5253229.500000 Penalty: 5244.161133
	Iteration 26Q: 3 clusters Score -5253230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -5253319.500000 Penalty: 5244.161133
	Iteration 27Q: 3 clusters Score -5253320 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -5253368.000000 Penalty: 5244.161133
	Iteration 28Q: 3 clusters Score -5253368 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -5253421.500000 Penalty: 5244.161133
	Iteration 29Q: 3 clusters Score -5253422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5253442.000000 Penalty: 5244.161133
	Iteration 30Q: 3 clusters Score -5253442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -5253454.500000 Penalty: 5244.161133
	Iteration 31Q: 3 clusters Score -5253454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -5253476.000000 Penalty: 5244.161133
	Iteration 32Q: 3 clusters Score -5253476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5253477.000000 Penalty: 5244.161133
	Iteration 33Q: 3 clusters Score -5253477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -5253472.000000 Penalty: 5244.161133
	Iteration 34Q: 3 clusters Score -5253472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -5253473.500000 Penalty: 5244.161133
	Iteration 35Q: 3 clusters Score -5253474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -5253489.000000 Penalty: 5244.161133
	Iteration 36Q: 3 clusters Score -5253489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5253490.000000 Penalty: 5244.161133
	Iteration 37Q: 3 clusters Score -5253490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5253500.500000 Penalty: 5244.161133
	Iteration 38Q: 3 clusters Score -5253500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5253492.000000 Penalty: 5244.161133
	Iteration 39Q: 3 clusters Score -5253492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5253496.000000 Penalty: 5244.161133
	Iteration 40F: 3 clusters Score -5253496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5253497.500000 Penalty: 5244.161133
	Iteration 41Q: 3 clusters Score -5253498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -5253496.000000 Penalty: 5244.161133
	Iteration 42Q: 3 clusters Score -5253496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -5253502.000000 Penalty: 5244.161133
	Iteration 43Q: 3 clusters Score -5253502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5253506.000000 Penalty: 5244.161133
	Iteration 44Q: 3 clusters Score -5253506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -5253503.500000 Penalty: 5244.161133
	Iteration 45Q: 3 clusters Score -5253504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -5253506.500000 Penalty: 5244.161133
	Iteration 46Q: 3 clusters Score -5253506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -5253510.500000 Penalty: 5244.161133
	Iteration 47Q: 3 clusters Score -5253510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5253506.500000 Penalty: 5244.161133
	Iteration 48Q: 3 clusters Score -5253506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5253517.000000 Penalty: 5244.161133
	Iteration 49Q: 3 clusters Score -5253517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5253507.500000 Penalty: 5244.161133
	Iteration 50Q: 3 clusters Score -5253508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -5253514.000000 Penalty: 5244.161133
	Iteration 51Q: 3 clusters Score -5253514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -5253520.500000 Penalty: 5244.161133
	Iteration 52Q: 3 clusters Score -5253520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -5253526.500000 Penalty: 5244.161133
	Iteration 53Q: 3 clusters Score -5253526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5253532.000000 Penalty: 5244.161133
	Iteration 54Q: 3 clusters Score -5253532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -5253534.500000 Penalty: 5244.161133
	Iteration 55Q: 3 clusters Score -5253534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5253529.500000 Penalty: 5244.161133
	Iteration 56Q: 3 clusters Score -5253530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5253530.500000 Penalty: 5244.161133
	Iteration 57Q: 3 clusters Score -5253530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -5253533.500000 Penalty: 5244.161133
	Iteration 58Q: 3 clusters Score -5253534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -5253538.000000 Penalty: 5244.161133
	Iteration 59Q: 3 clusters Score -5253538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5253538.500000 Penalty: 5244.161133
	Iteration 60F: 3 clusters Score -5253538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -5253542.000000 Penalty: 5244.161133
	Iteration 61Q: 3 clusters Score -5253542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5253545.500000 Penalty: 5244.161133
	Iteration 62Q: 3 clusters Score -5253546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5253536.500000 Penalty: 5244.161133
	Iteration 63Q: 3 clusters Score -5253536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -5253543.000000 Penalty: 5244.161133
	Iteration 64Q: 3 clusters Score -5253543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -5253540.000000 Penalty: 5244.161133
	Iteration 65Q: 3 clusters Score -5253540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -5253540.000000 Penalty: 5244.161133
	Iteration 66F: 3 clusters Score -5253540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -86237.601562 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -86237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84534.312500 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -84534.31 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84741.593750 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -84741.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84800.390625 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -84800.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84825.976562 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -84825.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84853.226562 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -84853.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84882.109375 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -84882.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84893.718750 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -84893.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84900.257812 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -84900.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84902.054688 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -84902.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84905.695312 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -84905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84905.695312 Penalty: 3229.088135
	Iteration 10F: 3 clusters Score -84905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -1665625.250000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -1665625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1656205.500000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -1656206 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1659208.250000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -1659208 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1659484.500000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -1659484 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1659679.500000 Penalty: 4685.473145
	Iteration 3Q: 3 clusters Score -1659680 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1659860.750000 Penalty: 4685.473145
	Iteration 4Q: 3 clusters Score -1659861 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1660043.125000 Penalty: 4685.473145
	Iteration 5Q: 3 clusters Score -1660043 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1660214.875000 Penalty: 4685.473145
	Iteration 6Q: 3 clusters Score -1660215 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1660398.250000 Penalty: 4685.473145
	Iteration 7Q: 3 clusters Score -1660398 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1660621.500000 Penalty: 4685.473145
	Iteration 8Q: 3 clusters Score -1660622 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1660912.000000 Penalty: 4685.473145
	Iteration 9Q: 3 clusters Score -1660912 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1661277.625000 Penalty: 4685.473145
	Iteration 10Q: 3 clusters Score -1661278 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1661712.000000 Penalty: 4685.473145
	Iteration 11Q: 3 clusters Score -1661712 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1662168.875000 Penalty: 4685.473145
	Iteration 12Q: 3 clusters Score -1662169 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1662565.375000 Penalty: 4685.473145
	Iteration 13Q: 3 clusters Score -1662565 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1662875.750000 Penalty: 4685.473145
	Iteration 14Q: 3 clusters Score -1662876 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1663069.500000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -1663070 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1663196.750000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -1663197 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1663303.500000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -1663304 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1663368.750000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -1663369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1663405.000000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -1663405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1663435.125000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -1663435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1663454.500000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -1663454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1663484.750000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -1663485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1663509.375000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -1663509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1663534.000000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -1663534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1663549.000000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -1663549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1663560.125000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -1663560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1663568.750000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -1663569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1663578.250000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -1663578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1663584.875000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -1663585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1663589.000000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -1663589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1663592.875000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -1663593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1663598.500000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -1663598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1663607.875000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -1663608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1663613.375000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -1663613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1663619.125000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -1663619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1663625.500000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -1663626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1663626.250000 Penalty: 4685.473145
	Iteration 37Q: 3 clusters Score -1663626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1663629.375000 Penalty: 4685.473145
	Iteration 38Q: 3 clusters Score -1663629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1663630.125000 Penalty: 4685.473145
	Iteration 39Q: 3 clusters Score -1663630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1663634.250000 Penalty: 4685.473145
	Iteration 40F: 3 clusters Score -1663634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 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 351 members 
Entering Unmasked Estep 
Score: -74177.789062 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74177.79 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74701.546875 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74701.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75077.375000 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -75077.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75354.203125 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75354.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75502.351562 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -75502.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75585.015625 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -75585.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75642.945312 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -75642.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75691.890625 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -75691.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75746.890625 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -75746.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75796.382812 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -75796.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75852.281250 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -75852.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75896.148438 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -75896.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75911.937500 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -75911.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75925.812500 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -75925.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75925.812500 Penalty: 3261.237549
	Iteration 14F: 3 clusters Score -75925.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 21996 members 
Mstep: Class 3 contains 24125 members 
Mstep: Class 4 contains 45726 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182579 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41628 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 69452 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77913 members 
Mstep: Class 19 contains 192250 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39062 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 402 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 196914 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 315 members 
Entering Unmasked Estep 
Score: -133228016.000000 Penalty: 99558.382812
Splitting cluster 25 changes total score from -133229640.000000 to -133228016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -534222.562500 Penalty: 2069.672852
	Iteration 0F: 2 clusters Score -534222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -530227.500000 Penalty: 4139.345703
	Iteration 0F: 3 clusters Score -530227.5 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -531200.750000 Penalty: 4139.345703
	Iteration 1F: 3 clusters Score -531200.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -531446.437500 Penalty: 4139.345703
	Iteration 2F: 3 clusters Score -531446.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -531676.312500 Penalty: 4139.345703
	Iteration 3F: 3 clusters Score -531676.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -531877.187500 Penalty: 4139.345703
	Iteration 4F: 3 clusters Score -531877.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -532137.687500 Penalty: 4139.345703
	Iteration 5Q: 3 clusters Score -532137.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -532432.500000 Penalty: 4139.345703
	Iteration 6F: 3 clusters Score -532432.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -532655.000000 Penalty: 4139.345703
	Iteration 7F: 3 clusters Score -532655 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -532855.562500 Penalty: 4139.345703
	Iteration 8Q: 3 clusters Score -532855.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -533027.187500 Penalty: 4139.345703
	Iteration 9Q: 3 clusters Score -533027.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -533176.375000 Penalty: 4139.345703
	Iteration 10Q: 3 clusters Score -533176.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -533291.125000 Penalty: 4139.345703
	Iteration 11Q: 3 clusters Score -533291.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -533393.937500 Penalty: 4139.345703
	Iteration 12Q: 3 clusters Score -533393.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -533466.375000 Penalty: 4139.345703
	Iteration 13Q: 3 clusters Score -533466.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -533512.937500 Penalty: 4139.345703
	Iteration 14Q: 3 clusters Score -533512.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -533550.875000 Penalty: 4139.345703
	Iteration 15Q: 3 clusters Score -533550.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -533576.875000 Penalty: 4139.345703
	Iteration 16Q: 3 clusters Score -533576.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -533593.500000 Penalty: 4139.345703
	Iteration 17Q: 3 clusters Score -533593.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -533610.187500 Penalty: 4139.345703
	Iteration 18Q: 3 clusters Score -533610.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -533623.875000 Penalty: 4139.345703
	Iteration 19Q: 3 clusters Score -533623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -533632.625000 Penalty: 4139.345703
	Iteration 20F: 3 clusters Score -533632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -533635.375000 Penalty: 4139.345703
	Iteration 21Q: 3 clusters Score -533635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -533639.875000 Penalty: 4139.345703
	Iteration 22Q: 3 clusters Score -533639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -533642.625000 Penalty: 4139.345703
	Iteration 23Q: 3 clusters Score -533642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -533646.187500 Penalty: 4139.345703
	Iteration 24Q: 3 clusters Score -533646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -533648.437500 Penalty: 4139.345703
	Iteration 25Q: 3 clusters Score -533648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -533649.000000 Penalty: 4139.345703
	Iteration 26Q: 3 clusters Score -533649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -533649.000000 Penalty: 4139.345703
	Iteration 27F: 3 clusters Score -533649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (196914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196914 members 
Entering Unmasked Estep 
Score: -26140118.000000 Penalty: 3023.249512
	Iteration 0F: 2 clusters Score -2.614012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 98657 members 
Entering Unmasked Estep 
Score: -26013532.000000 Penalty: 6046.499023
	Iteration 0F: 3 clusters Score -2.601353e+07 nChanged 94424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 102765 members 
Entering Unmasked Estep 
Score: -26068520.000000 Penalty: 6046.499023
	Iteration 1F: 3 clusters Score -2.606852e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91632 members 
Mstep: Class 2 contains 105282 members 
Entering Unmasked Estep 
Score: -26069408.000000 Penalty: 6046.499023
	Iteration 2Q: 3 clusters Score -2.606941e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 109253 members 
Entering Unmasked Estep 
Score: -26070766.000000 Penalty: 6046.499023
	Iteration 3Q: 3 clusters Score -2.607077e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 115486 members 
Entering Unmasked Estep 
Score: -26073544.000000 Penalty: 6046.499023
	Iteration 4Q: 3 clusters Score -2.607354e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -26078412.000000 Penalty: 6046.499023
	Iteration 5F: 3 clusters Score -2.607841e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 137973 members 
Entering Unmasked Estep 
Score: -26087402.000000 Penalty: 6046.499023
	Iteration 6F: 3 clusters Score -2.60874e+07 nChanged 16900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 154699 members 
Entering Unmasked Estep 
Score: -26101414.000000 Penalty: 6046.499023
	Iteration 7F: 3 clusters Score -2.610141e+07 nChanged 17304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -26117448.000000 Penalty: 6046.499023
	Iteration 8F: 3 clusters Score -2.611745e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 184848 members 
Entering Unmasked Estep 
Score: -26128960.000000 Penalty: 6046.499023
	Iteration 9F: 3 clusters Score -2.612896e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 191656 members 
Entering Unmasked Estep 
Score: -26134408.000000 Penalty: 6046.499023
	Iteration 10Q: 3 clusters Score -2.613441e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 194559 members 
Entering Unmasked Estep 
Score: -26136206.000000 Penalty: 6046.499023
	Iteration 11Q: 3 clusters Score -2.613621e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 195664 members 
Entering Unmasked Estep 
Score: -26136898.000000 Penalty: 6046.499023
	Iteration 12Q: 3 clusters Score -2.61369e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 196097 members 
Entering Unmasked Estep 
Score: -26137220.000000 Penalty: 6046.499023
	Iteration 13Q: 3 clusters Score -2.613722e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 196279 members 
Entering Unmasked Estep 
Score: -26137374.000000 Penalty: 6046.499023
	Iteration 14Q: 3 clusters Score -2.613737e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 196366 members 
Entering Unmasked Estep 
Score: -26137414.000000 Penalty: 6046.499023
	Iteration 15Q: 3 clusters Score -2.613741e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 196409 members 
Entering Unmasked Estep 
Score: -26137454.000000 Penalty: 6046.499023
	Iteration 16Q: 3 clusters Score -2.613745e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 196427 members 
Entering Unmasked Estep 
Score: -26137484.000000 Penalty: 6046.499023
	Iteration 17Q: 3 clusters Score -2.613748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 196447 members 
Entering Unmasked Estep 
Score: -26137490.000000 Penalty: 6046.499023
	Iteration 18Q: 3 clusters Score -2.613749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 196459 members 
Entering Unmasked Estep 
Score: -26137482.000000 Penalty: 6046.499023
	Iteration 19Q: 3 clusters Score -2.613748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 196470 members 
Entering Unmasked Estep 
Score: -26137492.000000 Penalty: 6046.499023
	Iteration 20F: 3 clusters Score -2.613749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 196478 members 
Entering Unmasked Estep 
Score: -26137500.000000 Penalty: 6046.499023
	Iteration 21Q: 3 clusters Score -2.61375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 196481 members 
Entering Unmasked Estep 
Score: -26137484.000000 Penalty: 6046.499023
	Iteration 22Q: 3 clusters Score -2.613748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 196483 members 
Entering Unmasked Estep 
Score: -26137490.000000 Penalty: 6046.499023
	Iteration 23Q: 3 clusters Score -2.613749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 196485 members 
Entering Unmasked Estep 
Score: -26137498.000000 Penalty: 6046.499023
	Iteration 24Q: 3 clusters Score -2.61375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 196488 members 
Entering Unmasked Estep 
Score: -26137504.000000 Penalty: 6046.499023
	Iteration 25Q: 3 clusters Score -2.61375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 196489 members 
Entering Unmasked Estep 
Score: -26137492.000000 Penalty: 6046.499023
	Iteration 26Q: 3 clusters Score -2.613749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 196491 members 
Entering Unmasked Estep 
Score: -26137490.000000 Penalty: 6046.499023
	Iteration 27Q: 3 clusters Score -2.613749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 196492 members 
Entering Unmasked Estep 
Score: -26137496.000000 Penalty: 6046.499023
	Iteration 28Q: 3 clusters Score -2.61375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 196494 members 
Entering Unmasked Estep 
Score: -26137508.000000 Penalty: 6046.499023
	Iteration 29Q: 3 clusters Score -2.613751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 196495 members 
Entering Unmasked Estep 
Score: -26137500.000000 Penalty: 6046.499023
	Iteration 30Q: 3 clusters Score -2.61375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 196497 members 
Entering Unmasked Estep 
Score: -26137502.000000 Penalty: 6046.499023
	Iteration 31Q: 3 clusters Score -2.61375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 196498 members 
Entering Unmasked Estep 
Score: -26137518.000000 Penalty: 6046.499023
	Iteration 32Q: 3 clusters Score -2.613752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 196503 members 
Entering Unmasked Estep 
Score: -26137522.000000 Penalty: 6046.499023
	Iteration 33Q: 3 clusters Score -2.613752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 196503 members 
Entering Unmasked Estep 
Score: -26137520.000000 Penalty: 6046.499023
	Iteration 34Q: 3 clusters Score -2.613752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 196503 members 
Entering Unmasked Estep 
Score: -26137520.000000 Penalty: 6046.499023
	Iteration 35F: 3 clusters Score -2.613752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -229049.656250 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -229049.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -226601.843750 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -226601.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -226995.609375 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -226995.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -227077.703125 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -227077.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -227120.031250 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -227120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -227158.406250 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -227158.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -227178.968750 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -227179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -227192.437500 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -227192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -227202.312500 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -227202.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -227209.140625 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -227209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227215.796875 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -227215.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -227219.187500 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -227219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227221.703125 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -227221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227225.171875 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -227225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227226.406250 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -227226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -227229.265625 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -227229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -227232.734375 Penalty: 3707.486816
	Iteration 15Q: 3 clusters Score -227232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -227233.843750 Penalty: 3707.486816
	Iteration 16Q: 3 clusters Score -227233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -227235.546875 Penalty: 3707.486816
	Iteration 17Q: 3 clusters Score -227235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -227237.046875 Penalty: 3707.486816
	Iteration 18Q: 3 clusters Score -227237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -227238.234375 Penalty: 3707.486816
	Iteration 19Q: 3 clusters Score -227238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -227238.234375 Penalty: 3707.486816
	Iteration 20F: 3 clusters Score -227238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 21996 members 
Mstep: Class 3 contains 24125 members 
Mstep: Class 4 contains 45726 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182579 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41628 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 69452 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77913 members 
Mstep: Class 19 contains 192250 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39062 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 196914 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229680.000000 Penalty: 96125.335938
Iteration 439Q: 29 clusters Score -1.332297e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 22025 members 
Mstep: Class 3 contains 24133 members 
Mstep: Class 4 contains 45720 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19251 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182556 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41634 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39368 members 
Mstep: Class 15 contains 26208 members 
Mstep: Class 16 contains 69464 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77909 members 
Mstep: Class 19 contains 192252 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39067 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 196876 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229624.000000 Penalty: 96125.335938
Iteration 440F: 29 clusters Score -1.332296e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 22044 members 
Mstep: Class 3 contains 24143 members 
Mstep: Class 4 contains 45718 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182549 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41640 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39365 members 
Mstep: Class 15 contains 26212 members 
Mstep: Class 16 contains 69484 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77903 members 
Mstep: Class 19 contains 192252 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39074 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196833 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229584.000000 Penalty: 96125.335938
Iteration 441Q: 29 clusters Score -1.332296e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 22061 members 
Mstep: Class 3 contains 24150 members 
Mstep: Class 4 contains 45713 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19245 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182551 members 
Mstep: Class 10 contains 11399 members 
Mstep: Class 11 contains 41647 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39363 members 
Mstep: Class 15 contains 26223 members 
Mstep: Class 16 contains 69501 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77892 members 
Mstep: Class 19 contains 192250 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39079 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196793 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229568.000000 Penalty: 96125.335938
Iteration 442Q: 29 clusters Score -1.332296e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 22069 members 
Mstep: Class 3 contains 24157 members 
Mstep: Class 4 contains 45715 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19244 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182519 members 
Mstep: Class 10 contains 11399 members 
Mstep: Class 11 contains 41654 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39365 members 
Mstep: Class 15 contains 26227 members 
Mstep: Class 16 contains 69512 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77887 members 
Mstep: Class 19 contains 192251 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39086 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196782 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229600.000000 Penalty: 96125.335938
Iteration 443Q: 29 clusters Score -1.332296e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 22087 members 
Mstep: Class 3 contains 24162 members 
Mstep: Class 4 contains 45716 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19245 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182469 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 41655 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39366 members 
Mstep: Class 15 contains 26233 members 
Mstep: Class 16 contains 69520 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77881 members 
Mstep: Class 19 contains 192252 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39099 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196781 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229648.000000 Penalty: 96125.335938
Iteration 444Q: 29 clusters Score -1.332296e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 22112 members 
Mstep: Class 3 contains 24174 members 
Mstep: Class 4 contains 45711 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19247 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182435 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41658 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39365 members 
Mstep: Class 15 contains 26238 members 
Mstep: Class 16 contains 69529 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77868 members 
Mstep: Class 19 contains 192254 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39110 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196764 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229640.000000 Penalty: 96125.335938
Iteration 445Q: 29 clusters Score -1.332296e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 22132 members 
Mstep: Class 3 contains 24185 members 
Mstep: Class 4 contains 45714 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182413 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41662 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39368 members 
Mstep: Class 15 contains 26242 members 
Mstep: Class 16 contains 69537 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77850 members 
Mstep: Class 19 contains 192254 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39120 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196739 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229552.000000 Penalty: 96125.335938
Iteration 446Q: 29 clusters Score -1.332296e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 22151 members 
Mstep: Class 3 contains 24192 members 
Mstep: Class 4 contains 45708 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19251 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182380 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41665 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39366 members 
Mstep: Class 15 contains 26247 members 
Mstep: Class 16 contains 69544 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77848 members 
Mstep: Class 19 contains 192254 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39133 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4206 members 
Mstep: Class 27 contains 196729 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229672.000000 Penalty: 96125.335938
Iteration 447Q: 29 clusters Score -1.332297e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 22164 members 
Mstep: Class 3 contains 24194 members 
Mstep: Class 4 contains 45708 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19248 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182367 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41669 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39366 members 
Mstep: Class 15 contains 26254 members 
Mstep: Class 16 contains 69549 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77839 members 
Mstep: Class 19 contains 192259 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39141 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 196714 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229688.000000 Penalty: 96125.335938
Iteration 448Q: 29 clusters Score -1.332297e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 22180 members 
Mstep: Class 3 contains 24195 members 
Mstep: Class 4 contains 45707 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182355 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41668 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39367 members 
Mstep: Class 15 contains 26268 members 
Mstep: Class 16 contains 69557 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77840 members 
Mstep: Class 19 contains 192258 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39153 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196681 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229608.000000 Penalty: 96125.335938
Iteration 449Q: 29 clusters Score -1.332296e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 24193 members 
Mstep: Class 4 contains 45708 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19252 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182357 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41674 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39367 members 
Mstep: Class 15 contains 26277 members 
Mstep: Class 16 contains 69558 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77830 members 
Mstep: Class 19 contains 192259 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39157 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 196655 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229704.000000 Penalty: 96125.335938
Iteration 450Q: 29 clusters Score -1.332297e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 22209 members 
Mstep: Class 3 contains 24191 members 
Mstep: Class 4 contains 45711 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182352 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41684 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39366 members 
Mstep: Class 15 contains 26282 members 
Mstep: Class 16 contains 69563 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77827 members 
Mstep: Class 19 contains 192261 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39156 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 196631 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229792.000000 Penalty: 96125.335938
Iteration 451Q: 29 clusters Score -1.332298e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 22226 members 
Mstep: Class 3 contains 24189 members 
Mstep: Class 4 contains 45707 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19259 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182348 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41686 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39366 members 
Mstep: Class 15 contains 26283 members 
Mstep: Class 16 contains 69566 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77823 members 
Mstep: Class 19 contains 192264 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39155 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4207 members 
Mstep: Class 27 contains 196614 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229912.000000 Penalty: 96125.335938
Iteration 452Q: 29 clusters Score -1.332299e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 22240 members 
Mstep: Class 3 contains 24187 members 
Mstep: Class 4 contains 45702 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19260 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182364 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41695 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39365 members 
Mstep: Class 15 contains 26287 members 
Mstep: Class 16 contains 69572 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77815 members 
Mstep: Class 19 contains 192263 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39155 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4207 members 
Mstep: Class 27 contains 196581 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229976.000000 Penalty: 96125.335938
Iteration 453Q: 29 clusters Score -1.3323e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 22245 members 
Mstep: Class 3 contains 24187 members 
Mstep: Class 4 contains 45703 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19261 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182399 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41696 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39367 members 
Mstep: Class 15 contains 26288 members 
Mstep: Class 16 contains 69577 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77808 members 
Mstep: Class 19 contains 192262 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39155 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196536 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229904.000000 Penalty: 96125.335938
Iteration 454Q: 29 clusters Score -1.332299e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 22254 members 
Mstep: Class 3 contains 24191 members 
Mstep: Class 4 contains 45701 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19261 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182404 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41699 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39369 members 
Mstep: Class 15 contains 26291 members 
Mstep: Class 16 contains 69583 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77803 members 
Mstep: Class 19 contains 192261 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39152 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196517 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229984.000000 Penalty: 96125.335938
Iteration 455Q: 29 clusters Score -1.3323e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 22265 members 
Mstep: Class 3 contains 24195 members 
Mstep: Class 4 contains 45699 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19259 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182408 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41700 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39369 members 
Mstep: Class 15 contains 26292 members 
Mstep: Class 16 contains 69584 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77800 members 
Mstep: Class 19 contains 192262 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39153 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196501 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229904.000000 Penalty: 96125.335938
Iteration 456Q: 29 clusters Score -1.332299e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 22279 members 
Mstep: Class 3 contains 24193 members 
Mstep: Class 4 contains 45697 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19256 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182402 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41705 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26287 members 
Mstep: Class 16 contains 69588 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77796 members 
Mstep: Class 19 contains 192261 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39151 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196503 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229896.000000 Penalty: 96125.335938
Iteration 457Q: 29 clusters Score -1.332299e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 22293 members 
Mstep: Class 3 contains 24192 members 
Mstep: Class 4 contains 45691 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182407 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41711 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26289 members 
Mstep: Class 16 contains 69593 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77791 members 
Mstep: Class 19 contains 192262 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39145 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196492 members 
Mstep: Class 28 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229880.000000 Penalty: 96125.335938
Iteration 458Q: 29 clusters Score -1.332299e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 22306 members 
Mstep: Class 3 contains 24190 members 
Mstep: Class 4 contains 45686 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182406 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41715 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26295 members 
Mstep: Class 16 contains 69595 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77786 members 
Mstep: Class 19 contains 192260 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39143 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196485 members 
Mstep: Class 28 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229864.000000 Penalty: 96125.335938
Iteration 459Q: 29 clusters Score -1.332299e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 22321 members 
Mstep: Class 3 contains 24188 members 
Mstep: Class 4 contains 45683 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182405 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41719 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26295 members 
Mstep: Class 16 contains 69601 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77775 members 
Mstep: Class 19 contains 192261 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39148 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196475 members 
Mstep: Class 28 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229760.000000 Penalty: 96125.335938
Iteration 460F: 29 clusters Score -1.332298e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 22337 members 
Mstep: Class 3 contains 24186 members 
Mstep: Class 4 contains 45683 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19254 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182401 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41724 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39374 members 
Mstep: Class 15 contains 26297 members 
Mstep: Class 16 contains 69600 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77768 members 
Mstep: Class 19 contains 192259 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39150 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196470 members 
Mstep: Class 28 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229784.000000 Penalty: 96125.335938
Iteration 461Q: 29 clusters Score -1.332298e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 22355 members 
Mstep: Class 3 contains 24181 members 
Mstep: Class 4 contains 45683 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19256 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182393 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41733 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39372 members 
Mstep: Class 15 contains 26303 members 
Mstep: Class 16 contains 69604 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77762 members 
Mstep: Class 19 contains 192258 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39151 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196458 members 
Mstep: Class 28 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229712.000000 Penalty: 96125.335938
Iteration 462Q: 29 clusters Score -1.332297e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 22368 members 
Mstep: Class 3 contains 24186 members 
Mstep: Class 4 contains 45686 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19257 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182379 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41730 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39374 members 
Mstep: Class 15 contains 26309 members 
Mstep: Class 16 contains 69614 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77756 members 
Mstep: Class 19 contains 192258 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39151 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196446 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229616.000000 Penalty: 96125.335938
Iteration 463Q: 29 clusters Score -1.332296e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 22385 members 
Mstep: Class 3 contains 24185 members 
Mstep: Class 4 contains 45687 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19259 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182388 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41731 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39375 members 
Mstep: Class 15 contains 26309 members 
Mstep: Class 16 contains 69616 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77746 members 
Mstep: Class 19 contains 192261 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39150 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196431 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229592.000000 Penalty: 96125.335938
Iteration 464Q: 29 clusters Score -1.332296e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 22400 members 
Mstep: Class 3 contains 24182 members 
Mstep: Class 4 contains 45690 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19260 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182394 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41731 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39374 members 
Mstep: Class 15 contains 26310 members 
Mstep: Class 16 contains 69618 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77742 members 
Mstep: Class 19 contains 192264 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39154 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196412 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229768.000000 Penalty: 96125.335938
Iteration 465Q: 29 clusters Score -1.332298e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 22415 members 
Mstep: Class 3 contains 24181 members 
Mstep: Class 4 contains 45694 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19260 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182405 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41732 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26312 members 
Mstep: Class 16 contains 69622 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77737 members 
Mstep: Class 19 contains 192265 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39154 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 196390 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229696.000000 Penalty: 96125.335938
Iteration 466Q: 29 clusters Score -1.332297e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 22436 members 
Mstep: Class 3 contains 24184 members 
Mstep: Class 4 contains 45690 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19265 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182420 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 41734 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39372 members 
Mstep: Class 15 contains 26313 members 
Mstep: Class 16 contains 69619 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77732 members 
Mstep: Class 19 contains 192264 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39154 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4207 members 
Mstep: Class 27 contains 196363 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229760.000000 Penalty: 96125.335938
Iteration 467Q: 29 clusters Score -1.332298e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 22450 members 
Mstep: Class 3 contains 24187 members 
Mstep: Class 4 contains 45690 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19269 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182427 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41735 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26315 members 
Mstep: Class 16 contains 69619 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77724 members 
Mstep: Class 19 contains 192260 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39154 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4206 members 
Mstep: Class 27 contains 196347 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229824.000000 Penalty: 96125.335938
Iteration 468Q: 29 clusters Score -1.332298e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 22470 members 
Mstep: Class 3 contains 24190 members 
Mstep: Class 4 contains 45689 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19272 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182431 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41738 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39374 members 
Mstep: Class 15 contains 26315 members 
Mstep: Class 16 contains 69623 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77714 members 
Mstep: Class 19 contains 192262 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39156 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196322 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229808.000000 Penalty: 96125.335938
Iteration 469Q: 29 clusters Score -1.332298e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 22485 members 
Mstep: Class 3 contains 24194 members 
Mstep: Class 4 contains 45685 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19273 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182426 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41741 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26317 members 
Mstep: Class 16 contains 69625 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77709 members 
Mstep: Class 19 contains 192264 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39163 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 196304 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229760.000000 Penalty: 96125.335938
Iteration 470Q: 29 clusters Score -1.332298e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 22500 members 
Mstep: Class 3 contains 24195 members 
Mstep: Class 4 contains 45678 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19276 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182415 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41738 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 26317 members 
Mstep: Class 16 contains 69636 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77702 members 
Mstep: Class 19 contains 192264 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39171 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 196300 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229728.000000 Penalty: 96125.335938
Iteration 471Q: 29 clusters Score -1.332297e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 22507 members 
Mstep: Class 3 contains 24195 members 
Mstep: Class 4 contains 45672 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19277 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182424 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41741 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39375 members 
Mstep: Class 15 contains 26319 members 
Mstep: Class 16 contains 69645 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77699 members 
Mstep: Class 19 contains 192267 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39168 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196275 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229760.000000 Penalty: 96125.335938
Iteration 472Q: 29 clusters Score -1.332298e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 22513 members 
Mstep: Class 3 contains 24196 members 
Mstep: Class 4 contains 45672 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19279 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182416 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41743 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39375 members 
Mstep: Class 15 contains 26326 members 
Mstep: Class 16 contains 69655 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77694 members 
Mstep: Class 19 contains 192267 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39167 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196265 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229768.000000 Penalty: 96125.335938
Iteration 473Q: 29 clusters Score -1.332298e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 22520 members 
Mstep: Class 3 contains 24196 members 
Mstep: Class 4 contains 45670 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19281 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182408 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41741 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39374 members 
Mstep: Class 15 contains 26334 members 
Mstep: Class 16 contains 69663 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77689 members 
Mstep: Class 19 contains 192269 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39170 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196258 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229776.000000 Penalty: 96125.335938
Iteration 474Q: 29 clusters Score -1.332298e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 22523 members 
Mstep: Class 3 contains 24196 members 
Mstep: Class 4 contains 45668 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19281 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182399 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41742 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26338 members 
Mstep: Class 16 contains 69663 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77689 members 
Mstep: Class 19 contains 192271 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39173 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196260 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229704.000000 Penalty: 96125.335938
Iteration 475Q: 29 clusters Score -1.332297e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 22532 members 
Mstep: Class 3 contains 24199 members 
Mstep: Class 4 contains 45674 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19278 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182390 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41746 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39374 members 
Mstep: Class 15 contains 26340 members 
Mstep: Class 16 contains 69668 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77686 members 
Mstep: Class 19 contains 192271 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196249 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229752.000000 Penalty: 96125.335938
Iteration 476Q: 29 clusters Score -1.332298e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 22537 members 
Mstep: Class 3 contains 24202 members 
Mstep: Class 4 contains 45680 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19277 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182390 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41747 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26342 members 
Mstep: Class 16 contains 69666 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77685 members 
Mstep: Class 19 contains 192271 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39176 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196241 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229664.000000 Penalty: 96125.335938
Iteration 477Q: 29 clusters Score -1.332297e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 22546 members 
Mstep: Class 3 contains 24202 members 
Mstep: Class 4 contains 45682 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19277 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182385 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41749 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26346 members 
Mstep: Class 16 contains 69669 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77682 members 
Mstep: Class 19 contains 192272 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196234 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229768.000000 Penalty: 96125.335938
Iteration 478Q: 29 clusters Score -1.332298e+08 nChanged 79
Entering ConstructFrom: 
Score: -133229768.000000 Penalty: 96125.335938
Entering ConstructFrom: 
Trying to split cluster 1 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -661282.625000 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -661282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -656641.187500 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -656641.2 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -657876.750000 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -657876.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -658284.937500 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -658284.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -658625.312500 Penalty: 4243.886230
	Iteration 3F: 3 clusters Score -658625.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -658945.875000 Penalty: 4243.886230
	Iteration 4F: 3 clusters Score -658945.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -659236.562500 Penalty: 4243.886230
	Iteration 5F: 3 clusters Score -659236.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -659452.000000 Penalty: 4243.886230
	Iteration 6F: 3 clusters Score -659452 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -659629.687500 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -659629.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -659775.750000 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -659775.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -659887.187500 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -659887.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -659949.937500 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -659949.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -659985.500000 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -659985.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -660005.937500 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -660005.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -660018.812500 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -660018.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -660026.437500 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -660026.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -660034.062500 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -660034.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -660043.625000 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -660043.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -660050.312500 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -660050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -660054.562500 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -660054.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -660059.250000 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -660059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -660060.250000 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -660060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -660063.875000 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -660063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -660066.750000 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -660066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -660067.250000 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -660067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -660067.250000 Penalty: 4243.886230
	Iteration 24F: 3 clusters Score -660067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Entering Unmasked Estep 
Score: -3030275.000000 Penalty: 2485.847412
	Iteration 0F: 2 clusters Score -3030275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3014522.500000 Penalty: 4971.694824
	Iteration 0F: 3 clusters Score -3014522 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3020335.000000 Penalty: 4971.694824
	Iteration 1F: 3 clusters Score -3020335 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3021441.000000 Penalty: 4971.694824
	Iteration 2F: 3 clusters Score -3021441 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3022983.500000 Penalty: 4971.694824
	Iteration 3F: 3 clusters Score -3022984 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3024957.750000 Penalty: 4971.694824
	Iteration 4F: 3 clusters Score -3024958 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3026862.750000 Penalty: 4971.694824
	Iteration 5F: 3 clusters Score -3026863 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3028394.000000 Penalty: 4971.694824
	Iteration 6F: 3 clusters Score -3028394 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3029333.250000 Penalty: 4971.694824
	Iteration 7F: 3 clusters Score -3029333 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3029963.500000 Penalty: 4971.694824
	Iteration 8Q: 3 clusters Score -3029964 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3030393.000000 Penalty: 4971.694824
	Iteration 9Q: 3 clusters Score -3030393 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3030690.750000 Penalty: 4971.694824
	Iteration 10Q: 3 clusters Score -3030691 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3030910.250000 Penalty: 4971.694824
	Iteration 11Q: 3 clusters Score -3030910 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3031049.750000 Penalty: 4971.694824
	Iteration 12Q: 3 clusters Score -3031050 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3031137.000000 Penalty: 4971.694824
	Iteration 13Q: 3 clusters Score -3031137 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3031188.500000 Penalty: 4971.694824
	Iteration 14Q: 3 clusters Score -3031188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3031203.000000 Penalty: 4971.694824
	Iteration 15Q: 3 clusters Score -3031203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3031208.500000 Penalty: 4971.694824
	Iteration 16Q: 3 clusters Score -3031208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3031213.750000 Penalty: 4971.694824
	Iteration 17Q: 3 clusters Score -3031214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3031217.000000 Penalty: 4971.694824
	Iteration 18Q: 3 clusters Score -3031217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3031218.750000 Penalty: 4971.694824
	Iteration 19Q: 3 clusters Score -3031219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3031213.000000 Penalty: 4971.694824
	Iteration 20F: 3 clusters Score -3031213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3031215.500000 Penalty: 4971.694824
	Iteration 21Q: 3 clusters Score -3031216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3031214.000000 Penalty: 4971.694824
	Iteration 22Q: 3 clusters Score -3031214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3031217.000000 Penalty: 4971.694824
	Iteration 23Q: 3 clusters Score -3031217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3031217.000000 Penalty: 4971.694824
	Iteration 24F: 3 clusters Score -3031217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 21074 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 45684 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19279 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182379 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41753 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 69676 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77680 members 
Mstep: Class 19 contains 192270 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196228 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 1478 members 
Entering Unmasked Estep 
Score: -133229656.000000 Penalty: 99558.382812
Splitting cluster 2 changes total score from -133229768.000000 to -133229656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (24203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Entering Unmasked Estep 
Score: -3266282.750000 Penalty: 2503.369385
	Iteration 0F: 2 clusters Score -3266283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3249446.500000 Penalty: 5006.738770
	Iteration 0F: 3 clusters Score -3249446 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3255241.500000 Penalty: 5006.738770
	Iteration 1F: 3 clusters Score -3255242 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3255685.750000 Penalty: 5006.738770
	Iteration 2F: 3 clusters Score -3255686 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3256104.750000 Penalty: 5006.738770
	Iteration 3Q: 3 clusters Score -3256105 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3256498.750000 Penalty: 5006.738770
	Iteration 4Q: 3 clusters Score -3256499 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3256918.500000 Penalty: 5006.738770
	Iteration 5Q: 3 clusters Score -3256918 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3257406.750000 Penalty: 5006.738770
	Iteration 6Q: 3 clusters Score -3257407 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3258012.500000 Penalty: 5006.738770
	Iteration 7Q: 3 clusters Score -3258012 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3258717.000000 Penalty: 5006.738770
	Iteration 8Q: 3 clusters Score -3258717 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3259515.500000 Penalty: 5006.738770
	Iteration 9Q: 3 clusters Score -3259516 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3260290.000000 Penalty: 5006.738770
	Iteration 10Q: 3 clusters Score -3260290 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -3261094.500000 Penalty: 5006.738770
	Iteration 11Q: 3 clusters Score -3261094 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3261717.000000 Penalty: 5006.738770
	Iteration 12Q: 3 clusters Score -3261717 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3262236.000000 Penalty: 5006.738770
	Iteration 13Q: 3 clusters Score -3262236 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3262636.250000 Penalty: 5006.738770
	Iteration 14Q: 3 clusters Score -3262636 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3262975.750000 Penalty: 5006.738770
	Iteration 15Q: 3 clusters Score -3262976 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3263234.500000 Penalty: 5006.738770
	Iteration 16Q: 3 clusters Score -3263234 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3263488.000000 Penalty: 5006.738770
	Iteration 17Q: 3 clusters Score -3263488 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3263643.250000 Penalty: 5006.738770
	Iteration 18Q: 3 clusters Score -3263643 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3263750.000000 Penalty: 5006.738770
	Iteration 19Q: 3 clusters Score -3263750 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3263845.750000 Penalty: 5006.738770
	Iteration 20F: 3 clusters Score -3263846 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3263919.250000 Penalty: 5006.738770
	Iteration 21Q: 3 clusters Score -3263919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3263970.250000 Penalty: 5006.738770
	Iteration 22Q: 3 clusters Score -3263970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3264011.000000 Penalty: 5006.738770
	Iteration 23Q: 3 clusters Score -3264011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3264043.250000 Penalty: 5006.738770
	Iteration 24Q: 3 clusters Score -3264043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3264073.250000 Penalty: 5006.738770
	Iteration 25Q: 3 clusters Score -3264073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3264093.750000 Penalty: 5006.738770
	Iteration 26Q: 3 clusters Score -3264094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3264119.000000 Penalty: 5006.738770
	Iteration 27Q: 3 clusters Score -3264119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3264125.500000 Penalty: 5006.738770
	Iteration 28Q: 3 clusters Score -3264126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3264147.500000 Penalty: 5006.738770
	Iteration 29Q: 3 clusters Score -3264148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3264156.750000 Penalty: 5006.738770
	Iteration 30Q: 3 clusters Score -3264157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3264158.750000 Penalty: 5006.738770
	Iteration 31Q: 3 clusters Score -3264159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3264162.750000 Penalty: 5006.738770
	Iteration 32Q: 3 clusters Score -3264163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3264171.750000 Penalty: 5006.738770
	Iteration 33Q: 3 clusters Score -3264172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3264173.750000 Penalty: 5006.738770
	Iteration 34Q: 3 clusters Score -3264174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3264177.250000 Penalty: 5006.738770
	Iteration 35Q: 3 clusters Score -3264177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3264175.750000 Penalty: 5006.738770
	Iteration 36Q: 3 clusters Score -3264176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3264175.750000 Penalty: 5006.738770
	Iteration 37Q: 3 clusters Score -3264176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3264183.000000 Penalty: 5006.738770
	Iteration 38Q: 3 clusters Score -3264183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3264183.750000 Penalty: 5006.738770
	Iteration 39Q: 3 clusters Score -3264184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3264182.750000 Penalty: 5006.738770
	Iteration 40F: 3 clusters Score -3264183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3264187.750000 Penalty: 5006.738770
	Iteration 41Q: 3 clusters Score -3264188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3264192.000000 Penalty: 5006.738770
	Iteration 42Q: 3 clusters Score -3264192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3264193.750000 Penalty: 5006.738770
	Iteration 43Q: 3 clusters Score -3264194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3264201.000000 Penalty: 5006.738770
	Iteration 44Q: 3 clusters Score -3264201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3264205.250000 Penalty: 5006.738770
	Iteration 45Q: 3 clusters Score -3264205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3264208.500000 Penalty: 5006.738770
	Iteration 46Q: 3 clusters Score -3264208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3264212.750000 Penalty: 5006.738770
	Iteration 47Q: 3 clusters Score -3264213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3264214.500000 Penalty: 5006.738770
	Iteration 48Q: 3 clusters Score -3264214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3264213.500000 Penalty: 5006.738770
	Iteration 49Q: 3 clusters Score -3264214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3264213.000000 Penalty: 5006.738770
	Iteration 50Q: 3 clusters Score -3264213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3264213.000000 Penalty: 5006.738770
	Iteration 51F: 3 clusters Score -3264213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Entering Unmasked Estep 
Score: -5942450.500000 Penalty: 2660.916992
	Iteration 0F: 2 clusters Score -5942450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5911724.500000 Penalty: 5321.833984
	Iteration 0F: 3 clusters Score -5911724 nChanged 20935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5923178.000000 Penalty: 5321.833984
	Iteration 1F: 3 clusters Score -5923178 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5923677.500000 Penalty: 5321.833984
	Iteration 2Q: 3 clusters Score -5923678 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5924173.500000 Penalty: 5321.833984
	Iteration 3Q: 3 clusters Score -5924174 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5924698.000000 Penalty: 5321.833984
	Iteration 4Q: 3 clusters Score -5924698 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -5925466.000000 Penalty: 5321.833984
	Iteration 5Q: 3 clusters Score -5925466 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5926580.000000 Penalty: 5321.833984
	Iteration 6Q: 3 clusters Score -5926580 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5928151.500000 Penalty: 5321.833984
	Iteration 7F: 3 clusters Score -5928152 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -5930441.000000 Penalty: 5321.833984
	Iteration 8F: 3 clusters Score -5930441 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -5933196.500000 Penalty: 5321.833984
	Iteration 9F: 3 clusters Score -5933196 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -5936008.500000 Penalty: 5321.833984
	Iteration 10F: 3 clusters Score -5936008 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5938128.500000 Penalty: 5321.833984
	Iteration 11Q: 3 clusters Score -5938128 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5939274.500000 Penalty: 5321.833984
	Iteration 12Q: 3 clusters Score -5939274 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5939743.500000 Penalty: 5321.833984
	Iteration 13Q: 3 clusters Score -5939744 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5939932.500000 Penalty: 5321.833984
	Iteration 14Q: 3 clusters Score -5939932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5940018.000000 Penalty: 5321.833984
	Iteration 15Q: 3 clusters Score -5940018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5940081.000000 Penalty: 5321.833984
	Iteration 16Q: 3 clusters Score -5940081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5940111.000000 Penalty: 5321.833984
	Iteration 17Q: 3 clusters Score -5940111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5940128.500000 Penalty: 5321.833984
	Iteration 18Q: 3 clusters Score -5940128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5940144.500000 Penalty: 5321.833984
	Iteration 19Q: 3 clusters Score -5940144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5940157.500000 Penalty: 5321.833984
	Iteration 20F: 3 clusters Score -5940158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5940167.500000 Penalty: 5321.833984
	Iteration 21Q: 3 clusters Score -5940168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5940173.000000 Penalty: 5321.833984
	Iteration 22Q: 3 clusters Score -5940173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5940172.000000 Penalty: 5321.833984
	Iteration 23Q: 3 clusters Score -5940172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5940176.000000 Penalty: 5321.833984
	Iteration 24Q: 3 clusters Score -5940176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5940179.500000 Penalty: 5321.833984
	Iteration 25Q: 3 clusters Score -5940180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5940178.000000 Penalty: 5321.833984
	Iteration 26Q: 3 clusters Score -5940178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5940177.000000 Penalty: 5321.833984
	Iteration 27Q: 3 clusters Score -5940177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5940180.500000 Penalty: 5321.833984
	Iteration 28Q: 3 clusters Score -5940180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5940179.500000 Penalty: 5321.833984
	Iteration 29Q: 3 clusters Score -5940180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5940185.500000 Penalty: 5321.833984
	Iteration 30Q: 3 clusters Score -5940186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5940187.000000 Penalty: 5321.833984
	Iteration 31Q: 3 clusters Score -5940187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5940192.000000 Penalty: 5321.833984
	Iteration 32Q: 3 clusters Score -5940192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5940195.500000 Penalty: 5321.833984
	Iteration 33Q: 3 clusters Score -5940196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5940192.000000 Penalty: 5321.833984
	Iteration 34Q: 3 clusters Score -5940192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5940188.500000 Penalty: 5321.833984
	Iteration 35Q: 3 clusters Score -5940188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5940190.500000 Penalty: 5321.833984
	Iteration 36Q: 3 clusters Score -5940190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5940190.500000 Penalty: 5321.833984
	Iteration 37F: 3 clusters Score -5940190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -198012.406250 Penalty: 1838.963379
	Iteration 0F: 2 clusters Score -198012.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -195676.984375 Penalty: 3677.926758
	Iteration 0F: 3 clusters Score -195677 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -196216.390625 Penalty: 3677.926758
	Iteration 1F: 3 clusters Score -196216.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -196383.125000 Penalty: 3677.926758
	Iteration 2F: 3 clusters Score -196383.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -196462.906250 Penalty: 3677.926758
	Iteration 3F: 3 clusters Score -196462.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -196529.734375 Penalty: 3677.926758
	Iteration 4Q: 3 clusters Score -196529.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -196615.640625 Penalty: 3677.926758
	Iteration 5Q: 3 clusters Score -196615.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -196653.687500 Penalty: 3677.926758
	Iteration 6Q: 3 clusters Score -196653.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -196679.421875 Penalty: 3677.926758
	Iteration 7Q: 3 clusters Score -196679.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -196713.781250 Penalty: 3677.926758
	Iteration 8Q: 3 clusters Score -196713.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -196757.531250 Penalty: 3677.926758
	Iteration 9Q: 3 clusters Score -196757.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -196790.312500 Penalty: 3677.926758
	Iteration 10Q: 3 clusters Score -196790.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -196841.578125 Penalty: 3677.926758
	Iteration 11Q: 3 clusters Score -196841.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -196877.843750 Penalty: 3677.926758
	Iteration 12Q: 3 clusters Score -196877.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -196974.359375 Penalty: 3677.926758
	Iteration 13Q: 3 clusters Score -196974.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -197116.234375 Penalty: 3677.926758
	Iteration 14Q: 3 clusters Score -197116.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -197217.828125 Penalty: 3677.926758
	Iteration 15Q: 3 clusters Score -197217.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -197296.546875 Penalty: 3677.926758
	Iteration 16Q: 3 clusters Score -197296.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -197369.921875 Penalty: 3677.926758
	Iteration 17Q: 3 clusters Score -197369.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -197439.625000 Penalty: 3677.926758
	Iteration 18Q: 3 clusters Score -197439.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -197512.796875 Penalty: 3677.926758
	Iteration 19Q: 3 clusters Score -197512.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -197568.562500 Penalty: 3677.926758
	Iteration 20F: 3 clusters Score -197568.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -197604.093750 Penalty: 3677.926758
	Iteration 21Q: 3 clusters Score -197604.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -197637.640625 Penalty: 3677.926758
	Iteration 22Q: 3 clusters Score -197637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -197656.843750 Penalty: 3677.926758
	Iteration 23Q: 3 clusters Score -197656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -197667.359375 Penalty: 3677.926758
	Iteration 24Q: 3 clusters Score -197667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -197676.171875 Penalty: 3677.926758
	Iteration 25Q: 3 clusters Score -197676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -197682.343750 Penalty: 3677.926758
	Iteration 26Q: 3 clusters Score -197682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -197688.578125 Penalty: 3677.926758
	Iteration 27Q: 3 clusters Score -197688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -197694.578125 Penalty: 3677.926758
	Iteration 28Q: 3 clusters Score -197694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -197695.531250 Penalty: 3677.926758
	Iteration 29Q: 3 clusters Score -197695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -197697.812500 Penalty: 3677.926758
	Iteration 30Q: 3 clusters Score -197697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -197702.906250 Penalty: 3677.926758
	Iteration 31Q: 3 clusters Score -197702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -197704.375000 Penalty: 3677.926758
	Iteration 32Q: 3 clusters Score -197704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -197705.546875 Penalty: 3677.926758
	Iteration 33Q: 3 clusters Score -197705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -197705.546875 Penalty: 3677.926758
	Iteration 34F: 3 clusters Score -197705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -306030.968750 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -306031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -302957.093750 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -302957.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -303552.781250 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -303552.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -303740.531250 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -303740.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303855.343750 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -303855.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -303918.968750 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -303919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -303962.468750 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -303962.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -303991.656250 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -303991.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -304010.187500 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -304010.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -304023.843750 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -304023.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -304036.281250 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -304036.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -304049.906250 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -304049.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -304060.093750 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -304060.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -304067.531250 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -304067.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -304074.593750 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -304074.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -304079.406250 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -304079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -304082.062500 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -304082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -304087.562500 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -304087.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -304091.062500 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -304091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -304096.875000 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -304096.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -304104.187500 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -304104.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -304111.875000 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -304111.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -304120.343750 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -304120.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -304130.562500 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -304130.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -304141.906250 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -304141.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -304154.531250 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -304154.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -304177.750000 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -304177.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -304197.000000 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -304197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -304228.750000 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -304228.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -304254.000000 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -304254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -304273.687500 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -304273.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -304292.406250 Penalty: 3918.531982
	Iteration 30Q: 3 clusters Score -304292.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -304309.625000 Penalty: 3918.531982
	Iteration 31Q: 3 clusters Score -304309.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -304323.562500 Penalty: 3918.531982
	Iteration 32Q: 3 clusters Score -304323.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -304333.812500 Penalty: 3918.531982
	Iteration 33Q: 3 clusters Score -304333.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -304341.937500 Penalty: 3918.531982
	Iteration 34Q: 3 clusters Score -304341.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -304356.187500 Penalty: 3918.531982
	Iteration 35Q: 3 clusters Score -304356.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -304381.468750 Penalty: 3918.531982
	Iteration 36Q: 3 clusters Score -304381.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -304397.281250 Penalty: 3918.531982
	Iteration 37Q: 3 clusters Score -304397.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -304406.718750 Penalty: 3918.531982
	Iteration 38Q: 3 clusters Score -304406.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -304410.312500 Penalty: 3918.531982
	Iteration 39Q: 3 clusters Score -304410.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -304415.937500 Penalty: 3918.531982
	Iteration 40F: 3 clusters Score -304415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -304428.562500 Penalty: 3918.531982
	Iteration 41Q: 3 clusters Score -304428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -304437.281250 Penalty: 3918.531982
	Iteration 42Q: 3 clusters Score -304437.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -304449.437500 Penalty: 3918.531982
	Iteration 43Q: 3 clusters Score -304449.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -304457.406250 Penalty: 3918.531982
	Iteration 44Q: 3 clusters Score -304457.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -304462.656250 Penalty: 3918.531982
	Iteration 45Q: 3 clusters Score -304462.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -304466.750000 Penalty: 3918.531982
	Iteration 46Q: 3 clusters Score -304466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -304473.750000 Penalty: 3918.531982
	Iteration 47Q: 3 clusters Score -304473.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -304479.843750 Penalty: 3918.531982
	Iteration 48Q: 3 clusters Score -304479.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -304484.156250 Penalty: 3918.531982
	Iteration 49Q: 3 clusters Score -304484.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -304495.906250 Penalty: 3918.531982
	Iteration 50Q: 3 clusters Score -304495.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -304506.531250 Penalty: 3918.531982
	Iteration 51Q: 3 clusters Score -304506.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -304516.562500 Penalty: 3918.531982
	Iteration 52Q: 3 clusters Score -304516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -304521.968750 Penalty: 3918.531982
	Iteration 53Q: 3 clusters Score -304522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -304527.281250 Penalty: 3918.531982
	Iteration 54Q: 3 clusters Score -304527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -304531.281250 Penalty: 3918.531982
	Iteration 55Q: 3 clusters Score -304531.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -304536.250000 Penalty: 3918.531982
	Iteration 56Q: 3 clusters Score -304536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -304540.187500 Penalty: 3918.531982
	Iteration 57Q: 3 clusters Score -304540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -304540.468750 Penalty: 3918.531982
	Iteration 58Q: 3 clusters Score -304540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -304541.375000 Penalty: 3918.531982
	Iteration 59Q: 3 clusters Score -304541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -304541.375000 Penalty: 3918.531982
	Iteration 60F: 3 clusters Score -304541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -2597133.750000 Penalty: 2446.959473
	Iteration 0F: 2 clusters Score -2597134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2583553.000000 Penalty: 4893.918945
	Iteration 0F: 3 clusters Score -2583553 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2587822.500000 Penalty: 4893.918945
	Iteration 1F: 3 clusters Score -2587822 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2588158.000000 Penalty: 4893.918945
	Iteration 2F: 3 clusters Score -2588158 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2588434.000000 Penalty: 4893.918945
	Iteration 3Q: 3 clusters Score -2588434 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2588732.500000 Penalty: 4893.918945
	Iteration 4Q: 3 clusters Score -2588732 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2589010.250000 Penalty: 4893.918945
	Iteration 5Q: 3 clusters Score -2589010 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2589318.500000 Penalty: 4893.918945
	Iteration 6Q: 3 clusters Score -2589318 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2589713.500000 Penalty: 4893.918945
	Iteration 7Q: 3 clusters Score -2589714 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2590215.750000 Penalty: 4893.918945
	Iteration 8Q: 3 clusters Score -2590216 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2590933.000000 Penalty: 4893.918945
	Iteration 9F: 3 clusters Score -2590933 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2591785.750000 Penalty: 4893.918945
	Iteration 10F: 3 clusters Score -2591786 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2592772.750000 Penalty: 4893.918945
	Iteration 11F: 3 clusters Score -2592773 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2593741.500000 Penalty: 4893.918945
	Iteration 12F: 3 clusters Score -2593742 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2594568.750000 Penalty: 4893.918945
	Iteration 13Q: 3 clusters Score -2594569 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2595220.000000 Penalty: 4893.918945
	Iteration 14Q: 3 clusters Score -2595220 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2595651.750000 Penalty: 4893.918945
	Iteration 15Q: 3 clusters Score -2595652 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2595903.500000 Penalty: 4893.918945
	Iteration 16Q: 3 clusters Score -2595904 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2596057.500000 Penalty: 4893.918945
	Iteration 17Q: 3 clusters Score -2596058 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2596176.500000 Penalty: 4893.918945
	Iteration 18Q: 3 clusters Score -2596176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2596240.250000 Penalty: 4893.918945
	Iteration 19Q: 3 clusters Score -2596240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2596278.000000 Penalty: 4893.918945
	Iteration 20F: 3 clusters Score -2596278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2596304.500000 Penalty: 4893.918945
	Iteration 21Q: 3 clusters Score -2596304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2596322.000000 Penalty: 4893.918945
	Iteration 22Q: 3 clusters Score -2596322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2596337.750000 Penalty: 4893.918945
	Iteration 23Q: 3 clusters Score -2596338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2596352.000000 Penalty: 4893.918945
	Iteration 24Q: 3 clusters Score -2596352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2596368.250000 Penalty: 4893.918945
	Iteration 25Q: 3 clusters Score -2596368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2596373.250000 Penalty: 4893.918945
	Iteration 26Q: 3 clusters Score -2596373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2596377.000000 Penalty: 4893.918945
	Iteration 27Q: 3 clusters Score -2596377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2596377.750000 Penalty: 4893.918945
	Iteration 28Q: 3 clusters Score -2596378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2596377.750000 Penalty: 4893.918945
	Iteration 29F: 3 clusters Score -2596378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -20467.519531 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -20467.52 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 117 members 
Entering Unmasked Estep 
Score: -19448.664062 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -19448.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19608.115234 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -19608.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19705.134766 Penalty: 2701.581787
	Iteration 2F: 3 clusters Score -19705.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19770.636719 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -19770.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19853.398438 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -19853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19882.164062 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -19882.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -19900.484375 Penalty: 2701.581787
	Iteration 6Q: 3 clusters Score -19900.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -19923.457031 Penalty: 2701.581787
	Iteration 7Q: 3 clusters Score -19923.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -19923.457031 Penalty: 2701.581787
	Iteration 8F: 3 clusters Score -19923.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182379 members 
Entering Unmasked Estep 
Score: -24222918.000000 Penalty: 3004.232910
	Iteration 0F: 2 clusters Score -2.422292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -24102130.000000 Penalty: 6008.465820
	Iteration 0F: 3 clusters Score -2.410213e+07 nChanged 87696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -24153608.000000 Penalty: 6008.465820
	Iteration 1F: 3 clusters Score -2.415361e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -24154458.000000 Penalty: 6008.465820
	Iteration 2Q: 3 clusters Score -2.415446e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -24155804.000000 Penalty: 6008.465820
	Iteration 3Q: 3 clusters Score -2.41558e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 83301 members 
Entering Unmasked Estep 
Score: -24158066.000000 Penalty: 6008.465820
	Iteration 4Q: 3 clusters Score -2.415807e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -24161604.000000 Penalty: 6008.465820
	Iteration 5Q: 3 clusters Score -2.41616e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -24167340.000000 Penalty: 6008.465820
	Iteration 6F: 3 clusters Score -2.416734e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117275 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -24175774.000000 Penalty: 6008.465820
	Iteration 7F: 3 clusters Score -2.417577e+07 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127556 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -24187362.000000 Penalty: 6008.465820
	Iteration 8F: 3 clusters Score -2.418736e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137307 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -24199716.000000 Penalty: 6008.465820
	Iteration 9F: 3 clusters Score -2.419972e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -24207830.000000 Penalty: 6008.465820
	Iteration 10F: 3 clusters Score -2.420783e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148743 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -24211896.000000 Penalty: 6008.465820
	Iteration 11Q: 3 clusters Score -2.42119e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -24213976.000000 Penalty: 6008.465820
	Iteration 12Q: 3 clusters Score -2.421398e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -24215444.000000 Penalty: 6008.465820
	Iteration 13Q: 3 clusters Score -2.421544e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158658 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -24216476.000000 Penalty: 6008.465820
	Iteration 14Q: 3 clusters Score -2.421648e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161205 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -24217216.000000 Penalty: 6008.465820
	Iteration 15Q: 3 clusters Score -2.421722e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163510 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -24217998.000000 Penalty: 6008.465820
	Iteration 16Q: 3 clusters Score -2.4218e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165519 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -24218594.000000 Penalty: 6008.465820
	Iteration 17Q: 3 clusters Score -2.421859e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167277 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -24218888.000000 Penalty: 6008.465820
	Iteration 18Q: 3 clusters Score -2.421889e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -24219346.000000 Penalty: 6008.465820
	Iteration 19Q: 3 clusters Score -2.421935e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170214 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -24219646.000000 Penalty: 6008.465820
	Iteration 20F: 3 clusters Score -2.421965e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171475 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -24219942.000000 Penalty: 6008.465820
	Iteration 21Q: 3 clusters Score -2.421994e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -24220138.000000 Penalty: 6008.465820
	Iteration 22Q: 3 clusters Score -2.422014e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173572 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -24220368.000000 Penalty: 6008.465820
	Iteration 23Q: 3 clusters Score -2.422037e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174443 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -24220532.000000 Penalty: 6008.465820
	Iteration 24Q: 3 clusters Score -2.422053e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175217 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -24220614.000000 Penalty: 6008.465820
	Iteration 25Q: 3 clusters Score -2.422061e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175904 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -24220828.000000 Penalty: 6008.465820
	Iteration 26Q: 3 clusters Score -2.422083e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176499 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -24220988.000000 Penalty: 6008.465820
	Iteration 27Q: 3 clusters Score -2.422099e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177029 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -24221052.000000 Penalty: 6008.465820
	Iteration 28Q: 3 clusters Score -2.422105e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177465 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -24221092.000000 Penalty: 6008.465820
	Iteration 29Q: 3 clusters Score -2.422109e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177823 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -24221064.000000 Penalty: 6008.465820
	Iteration 30Q: 3 clusters Score -2.422106e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178135 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -24221098.000000 Penalty: 6008.465820
	Iteration 31Q: 3 clusters Score -2.42211e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178400 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -24221084.000000 Penalty: 6008.465820
	Iteration 32Q: 3 clusters Score -2.422108e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178619 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -24221104.000000 Penalty: 6008.465820
	Iteration 33Q: 3 clusters Score -2.42211e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -24221086.000000 Penalty: 6008.465820
	Iteration 34Q: 3 clusters Score -2.422109e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178933 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -24221150.000000 Penalty: 6008.465820
	Iteration 35Q: 3 clusters Score -2.422115e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179075 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -24221166.000000 Penalty: 6008.465820
	Iteration 36Q: 3 clusters Score -2.422117e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179191 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -24221182.000000 Penalty: 6008.465820
	Iteration 37Q: 3 clusters Score -2.422118e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179295 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -24221220.000000 Penalty: 6008.465820
	Iteration 38Q: 3 clusters Score -2.422122e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179380 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -24221226.000000 Penalty: 6008.465820
	Iteration 39Q: 3 clusters Score -2.422123e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179452 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -24221216.000000 Penalty: 6008.465820
	Iteration 40F: 3 clusters Score -2.422122e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -24221240.000000 Penalty: 6008.465820
	Iteration 41Q: 3 clusters Score -2.422124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -24221264.000000 Penalty: 6008.465820
	Iteration 42Q: 3 clusters Score -2.422126e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179631 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -24221252.000000 Penalty: 6008.465820
	Iteration 43Q: 3 clusters Score -2.422125e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179698 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -24221242.000000 Penalty: 6008.465820
	Iteration 44Q: 3 clusters Score -2.422124e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179743 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -24221240.000000 Penalty: 6008.465820
	Iteration 45Q: 3 clusters Score -2.422124e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179782 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -24221238.000000 Penalty: 6008.465820
	Iteration 46Q: 3 clusters Score -2.422124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179805 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -24221236.000000 Penalty: 6008.465820
	Iteration 47Q: 3 clusters Score -2.422124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179832 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -24221228.000000 Penalty: 6008.465820
	Iteration 48Q: 3 clusters Score -2.422123e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179859 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -24221214.000000 Penalty: 6008.465820
	Iteration 49Q: 3 clusters Score -2.422121e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179890 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -24221240.000000 Penalty: 6008.465820
	Iteration 50Q: 3 clusters Score -2.422124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179905 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -24221260.000000 Penalty: 6008.465820
	Iteration 51Q: 3 clusters Score -2.422126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179925 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -24221252.000000 Penalty: 6008.465820
	Iteration 52Q: 3 clusters Score -2.422125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179939 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -24221280.000000 Penalty: 6008.465820
	Iteration 53Q: 3 clusters Score -2.422128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179951 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -24221300.000000 Penalty: 6008.465820
	Iteration 54Q: 3 clusters Score -2.42213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179963 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -24221304.000000 Penalty: 6008.465820
	Iteration 55Q: 3 clusters Score -2.42213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179976 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -24221308.000000 Penalty: 6008.465820
	Iteration 56Q: 3 clusters Score -2.422131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -24221286.000000 Penalty: 6008.465820
	Iteration 57Q: 3 clusters Score -2.422129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179992 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -24221266.000000 Penalty: 6008.465820
	Iteration 58Q: 3 clusters Score -2.422127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -24221278.000000 Penalty: 6008.465820
	Iteration 59Q: 3 clusters Score -2.422128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180003 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -24221272.000000 Penalty: 6008.465820
	Iteration 60F: 3 clusters Score -2.422127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180006 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -24221260.000000 Penalty: 6008.465820
	Iteration 61Q: 3 clusters Score -2.422126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180012 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -24221260.000000 Penalty: 6008.465820
	Iteration 62Q: 3 clusters Score -2.422126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180014 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -24221258.000000 Penalty: 6008.465820
	Iteration 63Q: 3 clusters Score -2.422126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180016 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -24221264.000000 Penalty: 6008.465820
	Iteration 64Q: 3 clusters Score -2.422126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180017 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -24221264.000000 Penalty: 6008.465820
	Iteration 65Q: 3 clusters Score -2.422126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180018 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -24221264.000000 Penalty: 6008.465820
	Iteration 66Q: 3 clusters Score -2.422126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180021 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -24221250.000000 Penalty: 6008.465820
	Iteration 67Q: 3 clusters Score -2.422125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180024 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -24221264.000000 Penalty: 6008.465820
	Iteration 68Q: 3 clusters Score -2.422126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180027 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -24221266.000000 Penalty: 6008.465820
	Iteration 69Q: 3 clusters Score -2.422127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180036 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -24221246.000000 Penalty: 6008.465820
	Iteration 70Q: 3 clusters Score -2.422125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180055 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -24221250.000000 Penalty: 6008.465820
	Iteration 71Q: 3 clusters Score -2.422125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180064 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -24221244.000000 Penalty: 6008.465820
	Iteration 72Q: 3 clusters Score -2.422124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180079 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -24221242.000000 Penalty: 6008.465820
	Iteration 73Q: 3 clusters Score -2.422124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180092 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -24221228.000000 Penalty: 6008.465820
	Iteration 74Q: 3 clusters Score -2.422123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180100 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -24221206.000000 Penalty: 6008.465820
	Iteration 75Q: 3 clusters Score -2.422121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180110 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -24221204.000000 Penalty: 6008.465820
	Iteration 76Q: 3 clusters Score -2.42212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180119 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -24221218.000000 Penalty: 6008.465820
	Iteration 77Q: 3 clusters Score -2.422122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180122 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -24221214.000000 Penalty: 6008.465820
	Iteration 78Q: 3 clusters Score -2.422121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180126 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -24221234.000000 Penalty: 6008.465820
	Iteration 79Q: 3 clusters Score -2.422123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180128 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -24221222.000000 Penalty: 6008.465820
	Iteration 80F: 3 clusters Score -2.422122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Entering Unmasked Estep 
Score: -1470756.750000 Penalty: 2316.702881
	Iteration 0F: 2 clusters Score -1470757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1462197.375000 Penalty: 4633.405762
	Iteration 0F: 3 clusters Score -1462197 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1464843.125000 Penalty: 4633.405762
	Iteration 1F: 3 clusters Score -1464843 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1465176.625000 Penalty: 4633.405762
	Iteration 2F: 3 clusters Score -1465177 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1465411.625000 Penalty: 4633.405762
	Iteration 3Q: 3 clusters Score -1465412 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1465619.375000 Penalty: 4633.405762
	Iteration 4Q: 3 clusters Score -1465619 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1465814.750000 Penalty: 4633.405762
	Iteration 5Q: 3 clusters Score -1465815 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1466015.000000 Penalty: 4633.405762
	Iteration 6Q: 3 clusters Score -1466015 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1466281.250000 Penalty: 4633.405762
	Iteration 7Q: 3 clusters Score -1466281 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1466632.250000 Penalty: 4633.405762
	Iteration 8Q: 3 clusters Score -1466632 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1467013.500000 Penalty: 4633.405762
	Iteration 9Q: 3 clusters Score -1467014 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1467390.125000 Penalty: 4633.405762
	Iteration 10Q: 3 clusters Score -1467390 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1467697.750000 Penalty: 4633.405762
	Iteration 11Q: 3 clusters Score -1467698 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1467936.500000 Penalty: 4633.405762
	Iteration 12Q: 3 clusters Score -1467936 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1468089.125000 Penalty: 4633.405762
	Iteration 13Q: 3 clusters Score -1468089 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1468174.500000 Penalty: 4633.405762
	Iteration 14Q: 3 clusters Score -1468174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1468234.000000 Penalty: 4633.405762
	Iteration 15Q: 3 clusters Score -1468234 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1468270.375000 Penalty: 4633.405762
	Iteration 16Q: 3 clusters Score -1468270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1468289.500000 Penalty: 4633.405762
	Iteration 17Q: 3 clusters Score -1468290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1468308.750000 Penalty: 4633.405762
	Iteration 18Q: 3 clusters Score -1468309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1468326.125000 Penalty: 4633.405762
	Iteration 19Q: 3 clusters Score -1468326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1468342.750000 Penalty: 4633.405762
	Iteration 20F: 3 clusters Score -1468343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1468352.500000 Penalty: 4633.405762
	Iteration 21Q: 3 clusters Score -1468352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1468358.250000 Penalty: 4633.405762
	Iteration 22Q: 3 clusters Score -1468358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1468374.125000 Penalty: 4633.405762
	Iteration 23Q: 3 clusters Score -1468374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1468379.125000 Penalty: 4633.405762
	Iteration 24Q: 3 clusters Score -1468379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1468385.375000 Penalty: 4633.405762
	Iteration 25Q: 3 clusters Score -1468385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1468391.625000 Penalty: 4633.405762
	Iteration 26Q: 3 clusters Score -1468392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1468395.125000 Penalty: 4633.405762
	Iteration 27Q: 3 clusters Score -1468395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1468405.375000 Penalty: 4633.405762
	Iteration 28Q: 3 clusters Score -1468405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1468414.750000 Penalty: 4633.405762
	Iteration 29Q: 3 clusters Score -1468415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1468418.125000 Penalty: 4633.405762
	Iteration 30Q: 3 clusters Score -1468418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1468417.375000 Penalty: 4633.405762
	Iteration 31Q: 3 clusters Score -1468417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1468416.750000 Penalty: 4633.405762
	Iteration 32Q: 3 clusters Score -1468417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1468420.875000 Penalty: 4633.405762
	Iteration 33Q: 3 clusters Score -1468421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1468422.000000 Penalty: 4633.405762
	Iteration 34Q: 3 clusters Score -1468422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1468425.500000 Penalty: 4633.405762
	Iteration 35Q: 3 clusters Score -1468426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1468425.000000 Penalty: 4633.405762
	Iteration 36Q: 3 clusters Score -1468425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1468426.375000 Penalty: 4633.405762
	Iteration 37Q: 3 clusters Score -1468426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1468427.375000 Penalty: 4633.405762
	Iteration 38Q: 3 clusters Score -1468427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1468429.875000 Penalty: 4633.405762
	Iteration 39Q: 3 clusters Score -1468430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1468430.000000 Penalty: 4633.405762
	Iteration 40F: 3 clusters Score -1468430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1468430.750000 Penalty: 4633.405762
	Iteration 41Q: 3 clusters Score -1468431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1468428.125000 Penalty: 4633.405762
	Iteration 42Q: 3 clusters Score -1468428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1468433.125000 Penalty: 4633.405762
	Iteration 43Q: 3 clusters Score -1468433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1468434.125000 Penalty: 4633.405762
	Iteration 44Q: 3 clusters Score -1468434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1468435.500000 Penalty: 4633.405762
	Iteration 45Q: 3 clusters Score -1468436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1468438.375000 Penalty: 4633.405762
	Iteration 46Q: 3 clusters Score -1468438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1468437.750000 Penalty: 4633.405762
	Iteration 47Q: 3 clusters Score -1468438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1468435.125000 Penalty: 4633.405762
	Iteration 48Q: 3 clusters Score -1468435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1468437.250000 Penalty: 4633.405762
	Iteration 49Q: 3 clusters Score -1468437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1468437.250000 Penalty: 4633.405762
	Iteration 50F: 3 clusters Score -1468437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Entering Unmasked Estep 
Score: -5599023.500000 Penalty: 2638.602539
	Iteration 0F: 2 clusters Score -5599024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5570735.500000 Penalty: 5277.205078
	Iteration 0F: 3 clusters Score -5570736 nChanged 19037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -5580798.500000 Penalty: 5277.205078
	Iteration 1F: 3 clusters Score -5580798 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -5581236.000000 Penalty: 5277.205078
	Iteration 2Q: 3 clusters Score -5581236 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -5581594.000000 Penalty: 5277.205078
	Iteration 3Q: 3 clusters Score -5581594 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -5581956.000000 Penalty: 5277.205078
	Iteration 4Q: 3 clusters Score -5581956 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -5582301.500000 Penalty: 5277.205078
	Iteration 5Q: 3 clusters Score -5582302 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5582673.000000 Penalty: 5277.205078
	Iteration 6Q: 3 clusters Score -5582673 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -5583137.000000 Penalty: 5277.205078
	Iteration 7Q: 3 clusters Score -5583137 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5583861.500000 Penalty: 5277.205078
	Iteration 8Q: 3 clusters Score -5583862 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -5584947.000000 Penalty: 5277.205078
	Iteration 9F: 3 clusters Score -5584947 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -5586585.500000 Penalty: 5277.205078
	Iteration 10F: 3 clusters Score -5586586 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -5588815.500000 Penalty: 5277.205078
	Iteration 11F: 3 clusters Score -5588816 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -5591165.500000 Penalty: 5277.205078
	Iteration 12F: 3 clusters Score -5591166 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5593106.000000 Penalty: 5277.205078
	Iteration 13Q: 3 clusters Score -5593106 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5594456.000000 Penalty: 5277.205078
	Iteration 14Q: 3 clusters Score -5594456 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5595289.000000 Penalty: 5277.205078
	Iteration 15Q: 3 clusters Score -5595289 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5595758.000000 Penalty: 5277.205078
	Iteration 16Q: 3 clusters Score -5595758 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5595997.500000 Penalty: 5277.205078
	Iteration 17Q: 3 clusters Score -5595998 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5596168.000000 Penalty: 5277.205078
	Iteration 18Q: 3 clusters Score -5596168 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5596289.000000 Penalty: 5277.205078
	Iteration 19Q: 3 clusters Score -5596289 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5596357.000000 Penalty: 5277.205078
	Iteration 20F: 3 clusters Score -5596357 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5596427.500000 Penalty: 5277.205078
	Iteration 21Q: 3 clusters Score -5596428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5596469.000000 Penalty: 5277.205078
	Iteration 22Q: 3 clusters Score -5596469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5596497.500000 Penalty: 5277.205078
	Iteration 23Q: 3 clusters Score -5596498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5596524.500000 Penalty: 5277.205078
	Iteration 24Q: 3 clusters Score -5596524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5596539.000000 Penalty: 5277.205078
	Iteration 25Q: 3 clusters Score -5596539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5596544.500000 Penalty: 5277.205078
	Iteration 26Q: 3 clusters Score -5596544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5596564.500000 Penalty: 5277.205078
	Iteration 27Q: 3 clusters Score -5596564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5596574.000000 Penalty: 5277.205078
	Iteration 28Q: 3 clusters Score -5596574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5596598.500000 Penalty: 5277.205078
	Iteration 29Q: 3 clusters Score -5596598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5596604.500000 Penalty: 5277.205078
	Iteration 30Q: 3 clusters Score -5596604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5596614.500000 Penalty: 5277.205078
	Iteration 31Q: 3 clusters Score -5596614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5596623.000000 Penalty: 5277.205078
	Iteration 32Q: 3 clusters Score -5596623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5596642.500000 Penalty: 5277.205078
	Iteration 33Q: 3 clusters Score -5596642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5596650.000000 Penalty: 5277.205078
	Iteration 34Q: 3 clusters Score -5596650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5596653.000000 Penalty: 5277.205078
	Iteration 35Q: 3 clusters Score -5596653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5596659.000000 Penalty: 5277.205078
	Iteration 36Q: 3 clusters Score -5596659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5596665.000000 Penalty: 5277.205078
	Iteration 37Q: 3 clusters Score -5596665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5596661.500000 Penalty: 5277.205078
	Iteration 38Q: 3 clusters Score -5596662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5596668.000000 Penalty: 5277.205078
	Iteration 39Q: 3 clusters Score -5596668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5596671.500000 Penalty: 5277.205078
	Iteration 40F: 3 clusters Score -5596672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5596676.000000 Penalty: 5277.205078
	Iteration 41Q: 3 clusters Score -5596676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5596686.000000 Penalty: 5277.205078
	Iteration 42Q: 3 clusters Score -5596686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5596679.500000 Penalty: 5277.205078
	Iteration 43Q: 3 clusters Score -5596680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5596691.000000 Penalty: 5277.205078
	Iteration 44Q: 3 clusters Score -5596691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5596687.500000 Penalty: 5277.205078
	Iteration 45Q: 3 clusters Score -5596688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5596694.500000 Penalty: 5277.205078
	Iteration 46Q: 3 clusters Score -5596694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5596695.000000 Penalty: 5277.205078
	Iteration 47Q: 3 clusters Score -5596695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5596696.500000 Penalty: 5277.205078
	Iteration 48Q: 3 clusters Score -5596696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5596696.500000 Penalty: 5277.205078
	Iteration 49Q: 3 clusters Score -5596696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5596699.000000 Penalty: 5277.205078
	Iteration 50Q: 3 clusters Score -5596699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5596702.000000 Penalty: 5277.205078
	Iteration 51Q: 3 clusters Score -5596702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5596706.000000 Penalty: 5277.205078
	Iteration 52Q: 3 clusters Score -5596706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5596706.500000 Penalty: 5277.205078
	Iteration 53Q: 3 clusters Score -5596706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5596717.000000 Penalty: 5277.205078
	Iteration 54Q: 3 clusters Score -5596717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5596706.000000 Penalty: 5277.205078
	Iteration 55Q: 3 clusters Score -5596706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5596718.000000 Penalty: 5277.205078
	Iteration 56Q: 3 clusters Score -5596718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5596715.500000 Penalty: 5277.205078
	Iteration 57Q: 3 clusters Score -5596716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5596720.000000 Penalty: 5277.205078
	Iteration 58Q: 3 clusters Score -5596720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5596712.000000 Penalty: 5277.205078
	Iteration 59Q: 3 clusters Score -5596712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5596710.500000 Penalty: 5277.205078
	Iteration 60F: 3 clusters Score -5596710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5596715.000000 Penalty: 5277.205078
	Iteration 61Q: 3 clusters Score -5596715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5596720.000000 Penalty: 5277.205078
	Iteration 62Q: 3 clusters Score -5596720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5596718.500000 Penalty: 5277.205078
	Iteration 63Q: 3 clusters Score -5596718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5596718.500000 Penalty: 5277.205078
	Iteration 64Q: 3 clusters Score -5596718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5596719.000000 Penalty: 5277.205078
	Iteration 65Q: 3 clusters Score -5596719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5596718.000000 Penalty: 5277.205078
	Iteration 66Q: 3 clusters Score -5596718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5596718.000000 Penalty: 5277.205078
	Iteration 67F: 3 clusters Score -5596718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Entering Unmasked Estep 
Score: -810411.625000 Penalty: 2176.642334
	Iteration 0F: 2 clusters Score -810411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -804969.875000 Penalty: 4353.284668
	Iteration 0F: 3 clusters Score -804969.9 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -806402.125000 Penalty: 4353.284668
	Iteration 1F: 3 clusters Score -806402.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -806687.750000 Penalty: 4353.284668
	Iteration 2F: 3 clusters Score -806687.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -806910.062500 Penalty: 4353.284668
	Iteration 3F: 3 clusters Score -806910.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -807082.062500 Penalty: 4353.284668
	Iteration 4Q: 3 clusters Score -807082.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -807264.500000 Penalty: 4353.284668
	Iteration 5Q: 3 clusters Score -807264.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -807440.187500 Penalty: 4353.284668
	Iteration 6Q: 3 clusters Score -807440.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -807578.062500 Penalty: 4353.284668
	Iteration 7Q: 3 clusters Score -807578.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -807703.687500 Penalty: 4353.284668
	Iteration 8Q: 3 clusters Score -807703.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -807823.375000 Penalty: 4353.284668
	Iteration 9Q: 3 clusters Score -807823.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -807946.937500 Penalty: 4353.284668
	Iteration 10Q: 3 clusters Score -807946.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -808071.375000 Penalty: 4353.284668
	Iteration 11Q: 3 clusters Score -808071.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -808165.187500 Penalty: 4353.284668
	Iteration 12Q: 3 clusters Score -808165.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -808246.000000 Penalty: 4353.284668
	Iteration 13Q: 3 clusters Score -808246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -808297.375000 Penalty: 4353.284668
	Iteration 14Q: 3 clusters Score -808297.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -808349.062500 Penalty: 4353.284668
	Iteration 15Q: 3 clusters Score -808349.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -808397.437500 Penalty: 4353.284668
	Iteration 16Q: 3 clusters Score -808397.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -808429.687500 Penalty: 4353.284668
	Iteration 17Q: 3 clusters Score -808429.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -808455.750000 Penalty: 4353.284668
	Iteration 18Q: 3 clusters Score -808455.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -808492.312500 Penalty: 4353.284668
	Iteration 19Q: 3 clusters Score -808492.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -808539.187500 Penalty: 4353.284668
	Iteration 20F: 3 clusters Score -808539.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -808608.812500 Penalty: 4353.284668
	Iteration 21Q: 3 clusters Score -808608.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -808669.437500 Penalty: 4353.284668
	Iteration 22Q: 3 clusters Score -808669.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -808709.937500 Penalty: 4353.284668
	Iteration 23Q: 3 clusters Score -808709.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -808759.250000 Penalty: 4353.284668
	Iteration 24Q: 3 clusters Score -808759.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -808801.125000 Penalty: 4353.284668
	Iteration 25Q: 3 clusters Score -808801.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -808842.625000 Penalty: 4353.284668
	Iteration 26Q: 3 clusters Score -808842.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -808873.375000 Penalty: 4353.284668
	Iteration 27Q: 3 clusters Score -808873.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -808890.125000 Penalty: 4353.284668
	Iteration 28Q: 3 clusters Score -808890.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -808907.875000 Penalty: 4353.284668
	Iteration 29Q: 3 clusters Score -808907.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -808924.000000 Penalty: 4353.284668
	Iteration 30Q: 3 clusters Score -808924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -808928.500000 Penalty: 4353.284668
	Iteration 31Q: 3 clusters Score -808928.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -808934.187500 Penalty: 4353.284668
	Iteration 32Q: 3 clusters Score -808934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -808939.375000 Penalty: 4353.284668
	Iteration 33Q: 3 clusters Score -808939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -808945.812500 Penalty: 4353.284668
	Iteration 34Q: 3 clusters Score -808945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -808947.875000 Penalty: 4353.284668
	Iteration 35Q: 3 clusters Score -808947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -808947.687500 Penalty: 4353.284668
	Iteration 36Q: 3 clusters Score -808947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -808947.687500 Penalty: 4353.284668
	Iteration 37F: 3 clusters Score -808947.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -71703.484375 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -71703.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70144.968750 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70144.97 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70776.375000 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -70776.38 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71662.125000 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -71662.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -72358.492188 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -72358.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72792.390625 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -72792.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72828.531250 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -72828.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72887.296875 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -72887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72910.718750 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -72910.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -72917.664062 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -72917.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72935.679688 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -72935.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72954.960938 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -72954.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -72959.906250 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -72959.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72963.906250 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -72963.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72976.812500 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -72976.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -72979.812500 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -72979.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -72980.687500 Penalty: 3232.031738
	Iteration 15F: 3 clusters Score -72980.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72986.507812 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -72986.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72995.093750 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -72995.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73004.296875 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -73004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73004.296875 Penalty: 3232.031738
	Iteration 19F: 3 clusters Score -73004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 22552 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 45684 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19279 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182379 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41753 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 69676 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77680 members 
Mstep: Class 19 contains 192270 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196228 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 438 members 
Entering Unmasked Estep 
Score: -133229120.000000 Penalty: 99558.382812
Splitting cluster 13 changes total score from -133229768.000000 to -133229120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Entering Unmasked Estep 
Score: -4856019.500000 Penalty: 2624.028320
	Iteration 0F: 2 clusters Score -4856020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4829181.500000 Penalty: 5248.056641
	Iteration 0F: 3 clusters Score -4829182 nChanged 18075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4839418.000000 Penalty: 5248.056641
	Iteration 1F: 3 clusters Score -4839418 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -4839919.000000 Penalty: 5248.056641
	Iteration 2Q: 3 clusters Score -4839919 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4840379.000000 Penalty: 5248.056641
	Iteration 3Q: 3 clusters Score -4840379 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4840777.500000 Penalty: 5248.056641
	Iteration 4Q: 3 clusters Score -4840778 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4841158.500000 Penalty: 5248.056641
	Iteration 5Q: 3 clusters Score -4841158 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4841581.500000 Penalty: 5248.056641
	Iteration 6Q: 3 clusters Score -4841582 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4842121.000000 Penalty: 5248.056641
	Iteration 7Q: 3 clusters Score -4842121 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4842733.500000 Penalty: 5248.056641
	Iteration 8Q: 3 clusters Score -4842734 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -4843545.500000 Penalty: 5248.056641
	Iteration 9Q: 3 clusters Score -4843546 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4844518.500000 Penalty: 5248.056641
	Iteration 10Q: 3 clusters Score -4844518 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4845522.500000 Penalty: 5248.056641
	Iteration 11Q: 3 clusters Score -4845522 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -4846565.500000 Penalty: 5248.056641
	Iteration 12Q: 3 clusters Score -4846566 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4847442.000000 Penalty: 5248.056641
	Iteration 13Q: 3 clusters Score -4847442 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -4848059.500000 Penalty: 5248.056641
	Iteration 14Q: 3 clusters Score -4848060 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4848480.500000 Penalty: 5248.056641
	Iteration 15Q: 3 clusters Score -4848480 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4848740.000000 Penalty: 5248.056641
	Iteration 16Q: 3 clusters Score -4848740 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4848900.000000 Penalty: 5248.056641
	Iteration 17Q: 3 clusters Score -4848900 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4849035.500000 Penalty: 5248.056641
	Iteration 18Q: 3 clusters Score -4849036 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4849169.500000 Penalty: 5248.056641
	Iteration 19Q: 3 clusters Score -4849170 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4849276.500000 Penalty: 5248.056641
	Iteration 20F: 3 clusters Score -4849276 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4849385.500000 Penalty: 5248.056641
	Iteration 21Q: 3 clusters Score -4849386 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4849512.000000 Penalty: 5248.056641
	Iteration 22Q: 3 clusters Score -4849512 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4849607.000000 Penalty: 5248.056641
	Iteration 23Q: 3 clusters Score -4849607 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4849684.500000 Penalty: 5248.056641
	Iteration 24Q: 3 clusters Score -4849684 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4849751.000000 Penalty: 5248.056641
	Iteration 25Q: 3 clusters Score -4849751 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4849879.000000 Penalty: 5248.056641
	Iteration 26Q: 3 clusters Score -4849879 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4849968.500000 Penalty: 5248.056641
	Iteration 27Q: 3 clusters Score -4849968 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4850096.000000 Penalty: 5248.056641
	Iteration 28Q: 3 clusters Score -4850096 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -4850233.000000 Penalty: 5248.056641
	Iteration 29Q: 3 clusters Score -4850233 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4850334.500000 Penalty: 5248.056641
	Iteration 30Q: 3 clusters Score -4850334 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4850449.500000 Penalty: 5248.056641
	Iteration 31Q: 3 clusters Score -4850450 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4850637.500000 Penalty: 5248.056641
	Iteration 32Q: 3 clusters Score -4850638 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -4850825.500000 Penalty: 5248.056641
	Iteration 33Q: 3 clusters Score -4850826 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -4851015.000000 Penalty: 5248.056641
	Iteration 34Q: 3 clusters Score -4851015 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -4851288.500000 Penalty: 5248.056641
	Iteration 35Q: 3 clusters Score -4851288 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -4851564.000000 Penalty: 5248.056641
	Iteration 36Q: 3 clusters Score -4851564 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -4851891.500000 Penalty: 5248.056641
	Iteration 37Q: 3 clusters Score -4851892 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4852199.000000 Penalty: 5248.056641
	Iteration 38Q: 3 clusters Score -4852199 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -4852457.500000 Penalty: 5248.056641
	Iteration 39Q: 3 clusters Score -4852458 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4852660.000000 Penalty: 5248.056641
	Iteration 40F: 3 clusters Score -4852660 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4852819.500000 Penalty: 5248.056641
	Iteration 41Q: 3 clusters Score -4852820 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4852939.500000 Penalty: 5248.056641
	Iteration 42Q: 3 clusters Score -4852940 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4853015.500000 Penalty: 5248.056641
	Iteration 43Q: 3 clusters Score -4853016 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4853064.500000 Penalty: 5248.056641
	Iteration 44Q: 3 clusters Score -4853064 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -4853108.500000 Penalty: 5248.056641
	Iteration 45Q: 3 clusters Score -4853108 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4853134.000000 Penalty: 5248.056641
	Iteration 46Q: 3 clusters Score -4853134 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -4853151.000000 Penalty: 5248.056641
	Iteration 47Q: 3 clusters Score -4853151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -4853173.000000 Penalty: 5248.056641
	Iteration 48Q: 3 clusters Score -4853173 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -4853174.500000 Penalty: 5248.056641
	Iteration 49Q: 3 clusters Score -4853174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4853184.000000 Penalty: 5248.056641
	Iteration 50Q: 3 clusters Score -4853184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4853199.000000 Penalty: 5248.056641
	Iteration 51Q: 3 clusters Score -4853199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -4853184.000000 Penalty: 5248.056641
	Iteration 52Q: 3 clusters Score -4853184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4853193.500000 Penalty: 5248.056641
	Iteration 53Q: 3 clusters Score -4853194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -4853191.500000 Penalty: 5248.056641
	Iteration 54Q: 3 clusters Score -4853192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4853190.500000 Penalty: 5248.056641
	Iteration 55Q: 3 clusters Score -4853190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -4853189.500000 Penalty: 5248.056641
	Iteration 56Q: 3 clusters Score -4853190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4853190.500000 Penalty: 5248.056641
	Iteration 57Q: 3 clusters Score -4853190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -4853191.000000 Penalty: 5248.056641
	Iteration 58Q: 3 clusters Score -4853191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -4853194.000000 Penalty: 5248.056641
	Iteration 59Q: 3 clusters Score -4853194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -4853195.500000 Penalty: 5248.056641
	Iteration 60F: 3 clusters Score -4853196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Entering Unmasked Estep 
Score: -3543792.750000 Penalty: 2524.419189
	Iteration 0F: 2 clusters Score -3543793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3525604.000000 Penalty: 5048.838379
	Iteration 0F: 3 clusters Score -3525604 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3532042.250000 Penalty: 5048.838379
	Iteration 1F: 3 clusters Score -3532042 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3532460.250000 Penalty: 5048.838379
	Iteration 2Q: 3 clusters Score -3532460 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3532832.250000 Penalty: 5048.838379
	Iteration 3Q: 3 clusters Score -3532832 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3533239.000000 Penalty: 5048.838379
	Iteration 4Q: 3 clusters Score -3533239 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3533779.500000 Penalty: 5048.838379
	Iteration 5Q: 3 clusters Score -3533780 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3534567.250000 Penalty: 5048.838379
	Iteration 6F: 3 clusters Score -3534567 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3535808.500000 Penalty: 5048.838379
	Iteration 7F: 3 clusters Score -3535808 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3537381.000000 Penalty: 5048.838379
	Iteration 8F: 3 clusters Score -3537381 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3539257.000000 Penalty: 5048.838379
	Iteration 9F: 3 clusters Score -3539257 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3540903.500000 Penalty: 5048.838379
	Iteration 10F: 3 clusters Score -3540904 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3542025.250000 Penalty: 5048.838379
	Iteration 11Q: 3 clusters Score -3542025 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3542635.000000 Penalty: 5048.838379
	Iteration 12Q: 3 clusters Score -3542635 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3542961.000000 Penalty: 5048.838379
	Iteration 13Q: 3 clusters Score -3542961 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3543116.500000 Penalty: 5048.838379
	Iteration 14Q: 3 clusters Score -3543116 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3543197.250000 Penalty: 5048.838379
	Iteration 15Q: 3 clusters Score -3543197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3543262.250000 Penalty: 5048.838379
	Iteration 16Q: 3 clusters Score -3543262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3543301.500000 Penalty: 5048.838379
	Iteration 17Q: 3 clusters Score -3543302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3543338.000000 Penalty: 5048.838379
	Iteration 18Q: 3 clusters Score -3543338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3543363.500000 Penalty: 5048.838379
	Iteration 19Q: 3 clusters Score -3543364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3543378.250000 Penalty: 5048.838379
	Iteration 20F: 3 clusters Score -3543378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3543381.000000 Penalty: 5048.838379
	Iteration 21Q: 3 clusters Score -3543381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3543383.500000 Penalty: 5048.838379
	Iteration 22Q: 3 clusters Score -3543384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3543385.000000 Penalty: 5048.838379
	Iteration 23Q: 3 clusters Score -3543385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3543388.750000 Penalty: 5048.838379
	Iteration 24Q: 3 clusters Score -3543389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3543395.000000 Penalty: 5048.838379
	Iteration 25Q: 3 clusters Score -3543395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3543397.250000 Penalty: 5048.838379
	Iteration 26Q: 3 clusters Score -3543397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3543396.750000 Penalty: 5048.838379
	Iteration 27Q: 3 clusters Score -3543397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3543397.250000 Penalty: 5048.838379
	Iteration 28Q: 3 clusters Score -3543397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3543395.250000 Penalty: 5048.838379
	Iteration 29Q: 3 clusters Score -3543395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3543395.250000 Penalty: 5048.838379
	Iteration 30F: 3 clusters Score -3543395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Entering Unmasked Estep 
Score: -9315952.000000 Penalty: 2765.599609
	Iteration 0F: 2 clusters Score -9315952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -9269378.000000 Penalty: 5531.199219
	Iteration 0F: 3 clusters Score -9269378 nChanged 32490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -9287459.000000 Penalty: 5531.199219
	Iteration 1F: 3 clusters Score -9287459 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -9288275.000000 Penalty: 5531.199219
	Iteration 2Q: 3 clusters Score -9288275 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -9289305.000000 Penalty: 5531.199219
	Iteration 3Q: 3 clusters Score -9289305 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -9290671.000000 Penalty: 5531.199219
	Iteration 4Q: 3 clusters Score -9290671 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -9292532.000000 Penalty: 5531.199219
	Iteration 5F: 3 clusters Score -9292532 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -9295401.000000 Penalty: 5531.199219
	Iteration 6F: 3 clusters Score -9295401 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -9299558.000000 Penalty: 5531.199219
	Iteration 7F: 3 clusters Score -9299558 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -9304437.000000 Penalty: 5531.199219
	Iteration 8F: 3 clusters Score -9304437 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -9308893.000000 Penalty: 5531.199219
	Iteration 9F: 3 clusters Score -9308893 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -9311580.000000 Penalty: 5531.199219
	Iteration 10Q: 3 clusters Score -9311580 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9312752.000000 Penalty: 5531.199219
	Iteration 11Q: 3 clusters Score -9312752 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9313219.000000 Penalty: 5531.199219
	Iteration 12Q: 3 clusters Score -9313219 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9313438.000000 Penalty: 5531.199219
	Iteration 13Q: 3 clusters Score -9313438 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69034 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9313546.000000 Penalty: 5531.199219
	Iteration 14Q: 3 clusters Score -9313546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9313586.000000 Penalty: 5531.199219
	Iteration 15Q: 3 clusters Score -9313586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9313624.000000 Penalty: 5531.199219
	Iteration 16Q: 3 clusters Score -9313624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9313656.000000 Penalty: 5531.199219
	Iteration 17Q: 3 clusters Score -9313656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9313672.000000 Penalty: 5531.199219
	Iteration 18Q: 3 clusters Score -9313672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9313685.000000 Penalty: 5531.199219
	Iteration 19Q: 3 clusters Score -9313685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9313683.000000 Penalty: 5531.199219
	Iteration 20F: 3 clusters Score -9313683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9313692.000000 Penalty: 5531.199219
	Iteration 21Q: 3 clusters Score -9313692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9313707.000000 Penalty: 5531.199219
	Iteration 22Q: 3 clusters Score -9313707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9313718.000000 Penalty: 5531.199219
	Iteration 23Q: 3 clusters Score -9313718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9313715.000000 Penalty: 5531.199219
	Iteration 24Q: 3 clusters Score -9313715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9313723.000000 Penalty: 5531.199219
	Iteration 25Q: 3 clusters Score -9313723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9313733.000000 Penalty: 5531.199219
	Iteration 26Q: 3 clusters Score -9313733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9313728.000000 Penalty: 5531.199219
	Iteration 27Q: 3 clusters Score -9313728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9313726.000000 Penalty: 5531.199219
	Iteration 28Q: 3 clusters Score -9313726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9313734.000000 Penalty: 5531.199219
	Iteration 29Q: 3 clusters Score -9313734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9313739.000000 Penalty: 5531.199219
	Iteration 30Q: 3 clusters Score -9313739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9313734.000000 Penalty: 5531.199219
	Iteration 31Q: 3 clusters Score -9313734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9313737.000000 Penalty: 5531.199219
	Iteration 32Q: 3 clusters Score -9313737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9313737.000000 Penalty: 5531.199219
	Iteration 33F: 3 clusters Score -9313737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -67834.687500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67834.69 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 323 members 
Entering Unmasked Estep 
Score: -66308.078125 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66308.08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66724.109375 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66724.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66944.351562 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -66944.35 nChanged 30
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: -67034.632812 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -67034.63 nChanged 20
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: -67094.148438 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -67094.15 nChanged 13
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: -67153.546875 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67153.55 nChanged 17
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: -67219.421875 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -67219.42 nChanged 11
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: -67268.937500 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -67268.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67289.242188 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -67289.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67321.679688 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -67321.68 nChanged 13
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: -67356.046875 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -67356.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67441.921875 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -67441.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67536.437500 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -67536.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67639.640625 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -67639.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67795.632812 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -67795.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67927.429688 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -67927.43 nChanged 6
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: -67973.250000 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -67973.25 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: -67979.304688 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -67979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67980.070312 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -67980.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67980.070312 Penalty: 3193.125000
	Iteration 19F: 3 clusters Score -67980.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 22552 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 45684 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19279 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182379 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41753 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 69676 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 77680 members 
Mstep: Class 19 contains 192270 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196228 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 321 members 
Entering Unmasked Estep 
Score: -133227928.000000 Penalty: 99558.382812
Splitting cluster 17 changes total score from -133229768.000000 to -133227928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (77680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Entering Unmasked Estep 
Score: -10137005.000000 Penalty: 2792.567627
	Iteration 0F: 2 clusters Score -1.0137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -10085009.000000 Penalty: 5585.135254
	Iteration 0F: 3 clusters Score -1.008501e+07 nChanged 36574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -10106012.000000 Penalty: 5585.135254
	Iteration 1F: 3 clusters Score -1.010601e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -10107187.000000 Penalty: 5585.135254
	Iteration 2Q: 3 clusters Score -1.010719e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -10109010.000000 Penalty: 5585.135254
	Iteration 3F: 3 clusters Score -1.010901e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -10111774.000000 Penalty: 5585.135254
	Iteration 4F: 3 clusters Score -1.011177e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -10115412.000000 Penalty: 5585.135254
	Iteration 5F: 3 clusters Score -1.011541e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -10120225.000000 Penalty: 5585.135254
	Iteration 6F: 3 clusters Score -1.012022e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -10124975.000000 Penalty: 5585.135254
	Iteration 7F: 3 clusters Score -1.012498e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -10128685.000000 Penalty: 5585.135254
	Iteration 8Q: 3 clusters Score -1.012868e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -10130805.000000 Penalty: 5585.135254
	Iteration 9Q: 3 clusters Score -1.01308e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -10131634.000000 Penalty: 5585.135254
	Iteration 10Q: 3 clusters Score -1.013163e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -10132029.000000 Penalty: 5585.135254
	Iteration 11Q: 3 clusters Score -1.013203e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -10132250.000000 Penalty: 5585.135254
	Iteration 12Q: 3 clusters Score -1.013225e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 69712 members 
Entering Unmasked Estep 
Score: -10132497.000000 Penalty: 5585.135254
	Iteration 13Q: 3 clusters Score -1.01325e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -10132682.000000 Penalty: 5585.135254
	Iteration 14Q: 3 clusters Score -1.013268e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -10132811.000000 Penalty: 5585.135254
	Iteration 15Q: 3 clusters Score -1.013281e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -10132965.000000 Penalty: 5585.135254
	Iteration 16Q: 3 clusters Score -1.013296e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -10133091.000000 Penalty: 5585.135254
	Iteration 17Q: 3 clusters Score -1.013309e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -10133194.000000 Penalty: 5585.135254
	Iteration 18Q: 3 clusters Score -1.013319e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -10133344.000000 Penalty: 5585.135254
	Iteration 19Q: 3 clusters Score -1.013334e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -10133523.000000 Penalty: 5585.135254
	Iteration 20F: 3 clusters Score -1.013352e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -10133736.000000 Penalty: 5585.135254
	Iteration 21Q: 3 clusters Score -1.013374e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -10133884.000000 Penalty: 5585.135254
	Iteration 22Q: 3 clusters Score -1.013388e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -10134026.000000 Penalty: 5585.135254
	Iteration 23Q: 3 clusters Score -1.013403e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -10134160.000000 Penalty: 5585.135254
	Iteration 24Q: 3 clusters Score -1.013416e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -10134274.000000 Penalty: 5585.135254
	Iteration 25Q: 3 clusters Score -1.013427e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -10134370.000000 Penalty: 5585.135254
	Iteration 26Q: 3 clusters Score -1.013437e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -10134435.000000 Penalty: 5585.135254
	Iteration 27Q: 3 clusters Score -1.013444e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -10134508.000000 Penalty: 5585.135254
	Iteration 28Q: 3 clusters Score -1.013451e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -10134578.000000 Penalty: 5585.135254
	Iteration 29Q: 3 clusters Score -1.013458e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -10134624.000000 Penalty: 5585.135254
	Iteration 30Q: 3 clusters Score -1.013462e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -10134685.000000 Penalty: 5585.135254
	Iteration 31Q: 3 clusters Score -1.013468e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -10134711.000000 Penalty: 5585.135254
	Iteration 32Q: 3 clusters Score -1.013471e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -10134728.000000 Penalty: 5585.135254
	Iteration 33Q: 3 clusters Score -1.013473e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -10134737.000000 Penalty: 5585.135254
	Iteration 34Q: 3 clusters Score -1.013474e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -10134749.000000 Penalty: 5585.135254
	Iteration 35Q: 3 clusters Score -1.013475e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -10134766.000000 Penalty: 5585.135254
	Iteration 36Q: 3 clusters Score -1.013477e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -10134770.000000 Penalty: 5585.135254
	Iteration 37Q: 3 clusters Score -1.013477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -10134776.000000 Penalty: 5585.135254
	Iteration 38Q: 3 clusters Score -1.013478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -10134776.000000 Penalty: 5585.135254
	Iteration 39Q: 3 clusters Score -1.013478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -10134799.000000 Penalty: 5585.135254
	Iteration 40F: 3 clusters Score -1.01348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -10134797.000000 Penalty: 5585.135254
	Iteration 41Q: 3 clusters Score -1.01348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -10134799.000000 Penalty: 5585.135254
	Iteration 42Q: 3 clusters Score -1.01348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -10134808.000000 Penalty: 5585.135254
	Iteration 43Q: 3 clusters Score -1.013481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
Score: -10134794.000000 Penalty: 5585.135254
	Iteration 44Q: 3 clusters Score -1.013479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -10134809.000000 Penalty: 5585.135254
	Iteration 45Q: 3 clusters Score -1.013481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -10134810.000000 Penalty: 5585.135254
	Iteration 46Q: 3 clusters Score -1.013481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -10134799.000000 Penalty: 5585.135254
	Iteration 47Q: 3 clusters Score -1.01348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -10134802.000000 Penalty: 5585.135254
	Iteration 48Q: 3 clusters Score -1.01348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -10134809.000000 Penalty: 5585.135254
	Iteration 49Q: 3 clusters Score -1.013481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -10134807.000000 Penalty: 5585.135254
	Iteration 50Q: 3 clusters Score -1.013481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -10134809.000000 Penalty: 5585.135254
	Iteration 51Q: 3 clusters Score -1.013481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -10134802.000000 Penalty: 5585.135254
	Iteration 52Q: 3 clusters Score -1.01348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -10134809.000000 Penalty: 5585.135254
	Iteration 53Q: 3 clusters Score -1.013481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -10134812.000000 Penalty: 5585.135254
	Iteration 54Q: 3 clusters Score -1.013481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -10134823.000000 Penalty: 5585.135254
	Iteration 55Q: 3 clusters Score -1.013482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -10134820.000000 Penalty: 5585.135254
	Iteration 56Q: 3 clusters Score -1.013482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -10134823.000000 Penalty: 5585.135254
	Iteration 57Q: 3 clusters Score -1.013482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -10134828.000000 Penalty: 5585.135254
	Iteration 58Q: 3 clusters Score -1.013483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -10134832.000000 Penalty: 5585.135254
	Iteration 59Q: 3 clusters Score -1.013483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -10134822.000000 Penalty: 5585.135254
	Iteration 60F: 3 clusters Score -1.013482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -10134835.000000 Penalty: 5585.135254
	Iteration 61Q: 3 clusters Score -1.013484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -10134831.000000 Penalty: 5585.135254
	Iteration 62Q: 3 clusters Score -1.013483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -10134830.000000 Penalty: 5585.135254
	Iteration 63Q: 3 clusters Score -1.013483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -10134829.000000 Penalty: 5585.135254
	Iteration 64Q: 3 clusters Score -1.013483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -10134834.000000 Penalty: 5585.135254
	Iteration 65Q: 3 clusters Score -1.013483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -10134836.000000 Penalty: 5585.135254
	Iteration 66Q: 3 clusters Score -1.013484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 76302 members 
Entering Unmasked Estep 
Score: -10134840.000000 Penalty: 5585.135254
	Iteration 67Q: 3 clusters Score -1.013484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -10134838.000000 Penalty: 5585.135254
	Iteration 68Q: 3 clusters Score -1.013484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -10134838.000000 Penalty: 5585.135254
	Iteration 69Q: 3 clusters Score -1.013484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -10134836.000000 Penalty: 5585.135254
	Iteration 70Q: 3 clusters Score -1.013484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -10134837.000000 Penalty: 5585.135254
	Iteration 71Q: 3 clusters Score -1.013484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -10134845.000000 Penalty: 5585.135254
	Iteration 72Q: 3 clusters Score -1.013484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -10134844.000000 Penalty: 5585.135254
	Iteration 73Q: 3 clusters Score -1.013484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -10134838.000000 Penalty: 5585.135254
	Iteration 74Q: 3 clusters Score -1.013484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -10134853.000000 Penalty: 5585.135254
	Iteration 75Q: 3 clusters Score -1.013485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -10134853.000000 Penalty: 5585.135254
	Iteration 76Q: 3 clusters Score -1.013485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -10134850.000000 Penalty: 5585.135254
	Iteration 77Q: 3 clusters Score -1.013485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -10134847.000000 Penalty: 5585.135254
	Iteration 78Q: 3 clusters Score -1.013485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -10134852.000000 Penalty: 5585.135254
	Iteration 79Q: 3 clusters Score -1.013485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -10134852.000000 Penalty: 5585.135254
	Iteration 80F: 3 clusters Score -1.013485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -10134850.000000 Penalty: 5585.135254
	Iteration 81Q: 3 clusters Score -1.013485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -10134855.000000 Penalty: 5585.135254
	Iteration 82Q: 3 clusters Score -1.013486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -10134862.000000 Penalty: 5585.135254
	Iteration 83Q: 3 clusters Score -1.013486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -10134862.000000 Penalty: 5585.135254
	Iteration 84Q: 3 clusters Score -1.013486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -10134859.000000 Penalty: 5585.135254
	Iteration 85Q: 3 clusters Score -1.013486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -10134854.000000 Penalty: 5585.135254
	Iteration 86Q: 3 clusters Score -1.013485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -10134865.000000 Penalty: 5585.135254
	Iteration 87Q: 3 clusters Score -1.013486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -10134862.000000 Penalty: 5585.135254
	Iteration 88Q: 3 clusters Score -1.013486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -10134871.000000 Penalty: 5585.135254
	Iteration 89Q: 3 clusters Score -1.013487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -10134877.000000 Penalty: 5585.135254
	Iteration 90Q: 3 clusters Score -1.013488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -10134874.000000 Penalty: 5585.135254
	Iteration 91Q: 3 clusters Score -1.013487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -10134877.000000 Penalty: 5585.135254
	Iteration 92Q: 3 clusters Score -1.013488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -10134877.000000 Penalty: 5585.135254
	Iteration 93Q: 3 clusters Score -1.013488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -10134873.000000 Penalty: 5585.135254
	Iteration 94Q: 3 clusters Score -1.013487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -10134873.000000 Penalty: 5585.135254
	Iteration 95Q: 3 clusters Score -1.013487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -10134873.000000 Penalty: 5585.135254
	Iteration 96F: 3 clusters Score -1.013487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192270 members 
Entering Unmasked Estep 
Score: -25442732.000000 Penalty: 3017.330566
	Iteration 0F: 2 clusters Score -2.544273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -25334514.000000 Penalty: 6034.661133
	Iteration 0F: 3 clusters Score -2.533451e+07 nChanged 92596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101972 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -25388976.000000 Penalty: 6034.661133
	Iteration 1F: 3 clusters Score -2.538898e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -25390452.000000 Penalty: 6034.661133
	Iteration 2Q: 3 clusters Score -2.539045e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111810 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -25393038.000000 Penalty: 6034.661133
	Iteration 3Q: 3 clusters Score -2.539304e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -25397292.000000 Penalty: 6034.661133
	Iteration 4F: 3 clusters Score -2.539729e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132396 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -25403910.000000 Penalty: 6034.661133
	Iteration 5F: 3 clusters Score -2.540391e+07 nChanged 14540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146408 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -25412886.000000 Penalty: 6034.661133
	Iteration 6F: 3 clusters Score -2.541289e+07 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160447 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -25424044.000000 Penalty: 6034.661133
	Iteration 7F: 3 clusters Score -2.542404e+07 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -25431920.000000 Penalty: 6034.661133
	Iteration 8F: 3 clusters Score -2.543192e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181257 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -25436146.000000 Penalty: 6034.661133
	Iteration 9Q: 3 clusters Score -2.543615e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186434 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -25438292.000000 Penalty: 6034.661133
	Iteration 10Q: 3 clusters Score -2.543829e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189259 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -25439218.000000 Penalty: 6034.661133
	Iteration 11Q: 3 clusters Score -2.543922e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190660 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -25439594.000000 Penalty: 6034.661133
	Iteration 12Q: 3 clusters Score -2.543959e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191256 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -25439786.000000 Penalty: 6034.661133
	Iteration 13Q: 3 clusters Score -2.543979e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191529 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -25439930.000000 Penalty: 6034.661133
	Iteration 14Q: 3 clusters Score -2.543993e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191664 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -25440012.000000 Penalty: 6034.661133
	Iteration 15Q: 3 clusters Score -2.544001e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191748 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -25440096.000000 Penalty: 6034.661133
	Iteration 16Q: 3 clusters Score -2.54401e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191792 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -25440160.000000 Penalty: 6034.661133
	Iteration 17Q: 3 clusters Score -2.544016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191814 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -25440196.000000 Penalty: 6034.661133
	Iteration 18Q: 3 clusters Score -2.54402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191828 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -25440208.000000 Penalty: 6034.661133
	Iteration 19Q: 3 clusters Score -2.544021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191845 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -25440228.000000 Penalty: 6034.661133
	Iteration 20F: 3 clusters Score -2.544023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191855 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -25440222.000000 Penalty: 6034.661133
	Iteration 21Q: 3 clusters Score -2.544022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191857 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -25440248.000000 Penalty: 6034.661133
	Iteration 22Q: 3 clusters Score -2.544025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191860 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -25440258.000000 Penalty: 6034.661133
	Iteration 23Q: 3 clusters Score -2.544026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191867 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -25440274.000000 Penalty: 6034.661133
	Iteration 24Q: 3 clusters Score -2.544027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191870 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -25440272.000000 Penalty: 6034.661133
	Iteration 25Q: 3 clusters Score -2.544027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191877 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -25440280.000000 Penalty: 6034.661133
	Iteration 26Q: 3 clusters Score -2.544028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191882 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25440280.000000 Penalty: 6034.661133
	Iteration 27Q: 3 clusters Score -2.544028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191884 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25440278.000000 Penalty: 6034.661133
	Iteration 28Q: 3 clusters Score -2.544028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191887 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25440258.000000 Penalty: 6034.661133
	Iteration 29Q: 3 clusters Score -2.544026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191887 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25440270.000000 Penalty: 6034.661133
	Iteration 30Q: 3 clusters Score -2.544027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191887 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25440268.000000 Penalty: 6034.661133
	Iteration 31Q: 3 clusters Score -2.544027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191885 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -25440276.000000 Penalty: 6034.661133
	Iteration 32Q: 3 clusters Score -2.544028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191884 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25440274.000000 Penalty: 6034.661133
	Iteration 33Q: 3 clusters Score -2.544027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191884 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25440274.000000 Penalty: 6034.661133
	Iteration 34F: 3 clusters Score -2.544027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -184246.125000 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -184246.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -181983.640625 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -181983.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -182323.640625 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -182323.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -182438.578125 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -182438.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -182488.406250 Penalty: 3603.653076
	Iteration 3Q: 3 clusters Score -182488.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182521.234375 Penalty: 3603.653076
	Iteration 4Q: 3 clusters Score -182521.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -182557.000000 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -182557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -182571.906250 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -182571.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -182579.734375 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -182579.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182590.546875 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -182590.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182600.250000 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -182600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182606.109375 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -182606.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -182616.750000 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -182616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -182628.015625 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -182628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -182634.828125 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -182634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182637.890625 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -182637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182638.921875 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -182638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182638.921875 Penalty: 3603.653076
	Iteration 16F: 3 clusters Score -182638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -80150.992188 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -80150.99 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 403 members 
Entering Unmasked Estep 
Score: -78517.078125 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -78517.08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79293.437500 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -79293.44 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79745.226562 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -79745.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -80075.046875 Penalty: 3294.026367
	Iteration 3F: 3 clusters Score -80075.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -80321.039062 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -80321.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80538.460938 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -80538.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -80867.523438 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -80867.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -81070.992188 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -81070.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -81170.750000 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -81170.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -81275.835938 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -81275.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81311.335938 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -81311.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -81327.375000 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -81327.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -81350.414062 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -81350.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -81385.500000 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -81385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -81424.187500 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -81424.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -81489.796875 Penalty: 3294.026367
	Iteration 15Q: 3 clusters Score -81489.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -81522.335938 Penalty: 3294.026367
	Iteration 16Q: 3 clusters Score -81522.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -81536.085938 Penalty: 3294.026367
	Iteration 17Q: 3 clusters Score -81536.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -81542.617188 Penalty: 3294.026367
	Iteration 18Q: 3 clusters Score -81542.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -81542.617188 Penalty: 3294.026367
	Iteration 19F: 3 clusters Score -81542.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 22552 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 45684 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19279 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182379 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41753 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 69676 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77680 members 
Mstep: Class 19 contains 192270 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196228 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 135 members 
Entering Unmasked Estep 
Score: -133229472.000000 Penalty: 99558.382812
Splitting cluster 21 changes total score from -133229768.000000 to -133229472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (39177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Entering Unmasked Estep 
Score: -5270616.000000 Penalty: 2622.809570
	Iteration 0F: 2 clusters Score -5270616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -5244065.000000 Penalty: 5245.619141
	Iteration 0F: 3 clusters Score -5244065 nChanged 17894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5253885.000000 Penalty: 5245.619141
	Iteration 1F: 3 clusters Score -5253885 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -5254475.500000 Penalty: 5245.619141
	Iteration 2Q: 3 clusters Score -5254476 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5254999.500000 Penalty: 5245.619141
	Iteration 3Q: 3 clusters Score -5255000 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -5255570.500000 Penalty: 5245.619141
	Iteration 4Q: 3 clusters Score -5255570 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -5256258.500000 Penalty: 5245.619141
	Iteration 5Q: 3 clusters Score -5256258 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -5257187.000000 Penalty: 5245.619141
	Iteration 6Q: 3 clusters Score -5257187 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -5258425.000000 Penalty: 5245.619141
	Iteration 7F: 3 clusters Score -5258425 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -5260024.500000 Penalty: 5245.619141
	Iteration 8F: 3 clusters Score -5260024 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -5261943.500000 Penalty: 5245.619141
	Iteration 9F: 3 clusters Score -5261944 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -5263967.000000 Penalty: 5245.619141
	Iteration 10F: 3 clusters Score -5263967 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5265643.500000 Penalty: 5245.619141
	Iteration 11F: 3 clusters Score -5265644 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5266796.500000 Penalty: 5245.619141
	Iteration 12Q: 3 clusters Score -5266796 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5267542.500000 Penalty: 5245.619141
	Iteration 13Q: 3 clusters Score -5267542 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5267882.500000 Penalty: 5245.619141
	Iteration 14Q: 3 clusters Score -5267882 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5268078.500000 Penalty: 5245.619141
	Iteration 15Q: 3 clusters Score -5268078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5268159.500000 Penalty: 5245.619141
	Iteration 16Q: 3 clusters Score -5268160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5268221.000000 Penalty: 5245.619141
	Iteration 17Q: 3 clusters Score -5268221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5268259.000000 Penalty: 5245.619141
	Iteration 18Q: 3 clusters Score -5268259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5268277.500000 Penalty: 5245.619141
	Iteration 19Q: 3 clusters Score -5268278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5268298.500000 Penalty: 5245.619141
	Iteration 20F: 3 clusters Score -5268298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5268315.000000 Penalty: 5245.619141
	Iteration 21Q: 3 clusters Score -5268315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5268315.500000 Penalty: 5245.619141
	Iteration 22Q: 3 clusters Score -5268316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5268313.000000 Penalty: 5245.619141
	Iteration 23Q: 3 clusters Score -5268313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5268313.000000 Penalty: 5245.619141
	Iteration 24F: 3 clusters Score -5268313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -86237.601562 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -86237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84561.468750 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -84561.47 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84762.390625 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -84762.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84807.968750 Penalty: 3229.088135
	Iteration 2Q: 3 clusters Score -84807.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84825.937500 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -84825.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84833.960938 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -84833.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84838.828125 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -84838.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84838.828125 Penalty: 3229.088135
	Iteration 6F: 3 clusters Score -84838.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -1665623.750000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -1665624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1656278.875000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -1656279 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1659088.500000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -1659088 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1659404.250000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -1659404 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1659652.000000 Penalty: 4685.473145
	Iteration 3Q: 3 clusters Score -1659652 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1659864.625000 Penalty: 4685.473145
	Iteration 4Q: 3 clusters Score -1659865 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1660066.000000 Penalty: 4685.473145
	Iteration 5Q: 3 clusters Score -1660066 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1660306.000000 Penalty: 4685.473145
	Iteration 6Q: 3 clusters Score -1660306 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1660585.250000 Penalty: 4685.473145
	Iteration 7Q: 3 clusters Score -1660585 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1660898.375000 Penalty: 4685.473145
	Iteration 8Q: 3 clusters Score -1660898 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1661236.250000 Penalty: 4685.473145
	Iteration 9Q: 3 clusters Score -1661236 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1661610.625000 Penalty: 4685.473145
	Iteration 10Q: 3 clusters Score -1661611 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1661947.625000 Penalty: 4685.473145
	Iteration 11Q: 3 clusters Score -1661948 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1662242.500000 Penalty: 4685.473145
	Iteration 12Q: 3 clusters Score -1662242 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1662524.375000 Penalty: 4685.473145
	Iteration 13Q: 3 clusters Score -1662524 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1662725.125000 Penalty: 4685.473145
	Iteration 14Q: 3 clusters Score -1662725 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1662880.750000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -1662881 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1662998.250000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -1662998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1663079.875000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -1663080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1663148.250000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -1663148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1663210.000000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -1663210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1663265.375000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -1663265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1663301.250000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -1663301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1663351.375000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -1663351 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1663401.625000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -1663402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1663428.750000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -1663429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1663456.250000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -1663456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1663470.625000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -1663471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1663481.375000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -1663481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1663487.875000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -1663488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1663495.000000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -1663495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1663500.750000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -1663501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1663504.875000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -1663505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1663509.375000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -1663509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1663507.750000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -1663508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1663510.625000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -1663511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1663509.750000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -1663510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1663512.750000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -1663513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1663512.750000 Penalty: 4685.473145
	Iteration 37F: 3 clusters Score -1663513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -75752.078125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -75752.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74222.046875 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -74222.05 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74872.093750 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -74872.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75195.148438 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -75195.15 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75484.367188 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -75484.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75759.125000 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -75759.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76041.281250 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -76041.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76232.953125 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -76232.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76330.335938 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -76330.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76388.054688 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -76388.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76472.484375 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -76472.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76474.054688 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -76474.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76475.820312 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -76475.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76479.835938 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -76479.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76505.218750 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -76505.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76520.570312 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -76520.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76528.445312 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -76528.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76530.484375 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -76530.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76533.757812 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -76533.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76536.554688 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -76536.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76542.328125 Penalty: 3261.237549
	Iteration 19F: 3 clusters Score -76542.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76546.406250 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -76546.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76551.078125 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -76551.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76556.757812 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -76556.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76556.757812 Penalty: 3261.237549
	Iteration 23F: 3 clusters Score -76556.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 22552 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 45684 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19279 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182379 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41753 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 69676 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77680 members 
Mstep: Class 19 contains 192270 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 460 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196228 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 257 members 
Entering Unmasked Estep 
Score: -133228720.000000 Penalty: 99558.382812
Splitting cluster 25 changes total score from -133229768.000000 to -133228720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Entering Unmasked Estep 
Score: -533353.437500 Penalty: 2069.260498
	Iteration 0F: 2 clusters Score -533353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -529305.000000 Penalty: 4138.520996
	Iteration 0F: 3 clusters Score -529305 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -530237.875000 Penalty: 4138.520996
	Iteration 1F: 3 clusters Score -530237.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -530526.687500 Penalty: 4138.520996
	Iteration 2F: 3 clusters Score -530526.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -530833.687500 Penalty: 4138.520996
	Iteration 3F: 3 clusters Score -530833.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -531206.250000 Penalty: 4138.520996
	Iteration 4F: 3 clusters Score -531206.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -531714.437500 Penalty: 4138.520996
	Iteration 5F: 3 clusters Score -531714.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -532239.812500 Penalty: 4138.520996
	Iteration 6F: 3 clusters Score -532239.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -532691.687500 Penalty: 4138.520996
	Iteration 7F: 3 clusters Score -532691.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -532939.812500 Penalty: 4138.520996
	Iteration 8F: 3 clusters Score -532939.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -533111.375000 Penalty: 4138.520996
	Iteration 9Q: 3 clusters Score -533111.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -533208.437500 Penalty: 4138.520996
	Iteration 10Q: 3 clusters Score -533208.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -533255.000000 Penalty: 4138.520996
	Iteration 11Q: 3 clusters Score -533255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -533275.875000 Penalty: 4138.520996
	Iteration 12Q: 3 clusters Score -533275.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -533287.625000 Penalty: 4138.520996
	Iteration 13Q: 3 clusters Score -533287.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -533296.437500 Penalty: 4138.520996
	Iteration 14Q: 3 clusters Score -533296.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -533301.750000 Penalty: 4138.520996
	Iteration 15Q: 3 clusters Score -533301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -533307.062500 Penalty: 4138.520996
	Iteration 16Q: 3 clusters Score -533307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -533311.750000 Penalty: 4138.520996
	Iteration 17Q: 3 clusters Score -533311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -533315.562500 Penalty: 4138.520996
	Iteration 18Q: 3 clusters Score -533315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -533319.000000 Penalty: 4138.520996
	Iteration 19Q: 3 clusters Score -533319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -533323.125000 Penalty: 4138.520996
	Iteration 20F: 3 clusters Score -533323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -533326.687500 Penalty: 4138.520996
	Iteration 21Q: 3 clusters Score -533326.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -533327.500000 Penalty: 4138.520996
	Iteration 22Q: 3 clusters Score -533327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -533326.937500 Penalty: 4138.520996
	Iteration 23Q: 3 clusters Score -533326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -533326.937500 Penalty: 4138.520996
	Iteration 24F: 3 clusters Score -533326.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (196228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196228 members 
Entering Unmasked Estep 
Score: -26048532.000000 Penalty: 3022.384033
	Iteration 0F: 2 clusters Score -2.604853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -25921638.000000 Penalty: 6044.768066
	Iteration 0F: 3 clusters Score -2.592164e+07 nChanged 94521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -25976912.000000 Penalty: 6044.768066
	Iteration 1F: 3 clusters Score -2.597691e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 102915 members 
Entering Unmasked Estep 
Score: -25977880.000000 Penalty: 6044.768066
	Iteration 2Q: 3 clusters Score -2.597788e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -25978902.000000 Penalty: 6044.768066
	Iteration 3Q: 3 clusters Score -2.59789e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 109901 members 
Entering Unmasked Estep 
Score: -25980626.000000 Penalty: 6044.768066
	Iteration 4Q: 3 clusters Score -2.598063e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 116256 members 
Entering Unmasked Estep 
Score: -25983060.000000 Penalty: 6044.768066
	Iteration 5Q: 3 clusters Score -2.598306e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 125586 members 
Entering Unmasked Estep 
Score: -25987766.000000 Penalty: 6044.768066
	Iteration 6F: 3 clusters Score -2.598777e+07 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 138334 members 
Entering Unmasked Estep 
Score: -25996856.000000 Penalty: 6044.768066
	Iteration 7F: 3 clusters Score -2.599686e+07 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 154024 members 
Entering Unmasked Estep 
Score: -26010304.000000 Penalty: 6044.768066
	Iteration 8F: 3 clusters Score -2.60103e+07 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 169995 members 
Entering Unmasked Estep 
Score: -26025134.000000 Penalty: 6044.768066
	Iteration 9F: 3 clusters Score -2.602513e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 182484 members 
Entering Unmasked Estep 
Score: -26036236.000000 Penalty: 6044.768066
	Iteration 10F: 3 clusters Score -2.603624e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 190144 members 
Entering Unmasked Estep 
Score: -26042340.000000 Penalty: 6044.768066
	Iteration 11Q: 3 clusters Score -2.604234e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 193694 members 
Entering Unmasked Estep 
Score: -26044584.000000 Penalty: 6044.768066
	Iteration 12Q: 3 clusters Score -2.604458e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 195094 members 
Entering Unmasked Estep 
Score: -26045316.000000 Penalty: 6044.768066
	Iteration 13Q: 3 clusters Score -2.604532e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 195622 members 
Entering Unmasked Estep 
Score: -26045576.000000 Penalty: 6044.768066
	Iteration 14Q: 3 clusters Score -2.604558e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 195795 members 
Entering Unmasked Estep 
Score: -26045724.000000 Penalty: 6044.768066
	Iteration 15Q: 3 clusters Score -2.604572e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 195862 members 
Entering Unmasked Estep 
Score: -26045798.000000 Penalty: 6044.768066
	Iteration 16Q: 3 clusters Score -2.60458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 195886 members 
Entering Unmasked Estep 
Score: -26045832.000000 Penalty: 6044.768066
	Iteration 17Q: 3 clusters Score -2.604583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 195903 members 
Entering Unmasked Estep 
Score: -26045858.000000 Penalty: 6044.768066
	Iteration 18Q: 3 clusters Score -2.604586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195916 members 
Entering Unmasked Estep 
Score: -26045902.000000 Penalty: 6044.768066
	Iteration 19Q: 3 clusters Score -2.60459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 195927 members 
Entering Unmasked Estep 
Score: -26045902.000000 Penalty: 6044.768066
	Iteration 20F: 3 clusters Score -2.60459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 195932 members 
Entering Unmasked Estep 
Score: -26045932.000000 Penalty: 6044.768066
	Iteration 21Q: 3 clusters Score -2.604593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 195939 members 
Entering Unmasked Estep 
Score: -26045936.000000 Penalty: 6044.768066
	Iteration 22Q: 3 clusters Score -2.604594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 195941 members 
Entering Unmasked Estep 
Score: -26045940.000000 Penalty: 6044.768066
	Iteration 23Q: 3 clusters Score -2.604594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 195941 members 
Entering Unmasked Estep 
Score: -26045944.000000 Penalty: 6044.768066
	Iteration 24Q: 3 clusters Score -2.604594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 195943 members 
Entering Unmasked Estep 
Score: -26045938.000000 Penalty: 6044.768066
	Iteration 25Q: 3 clusters Score -2.604594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 195944 members 
Entering Unmasked Estep 
Score: -26045948.000000 Penalty: 6044.768066
	Iteration 26Q: 3 clusters Score -2.604595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 195946 members 
Entering Unmasked Estep 
Score: -26045944.000000 Penalty: 6044.768066
	Iteration 27Q: 3 clusters Score -2.604594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 195954 members 
Entering Unmasked Estep 
Score: -26045958.000000 Penalty: 6044.768066
	Iteration 28Q: 3 clusters Score -2.604596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 195955 members 
Entering Unmasked Estep 
Score: -26045972.000000 Penalty: 6044.768066
	Iteration 29Q: 3 clusters Score -2.604597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 195955 members 
Entering Unmasked Estep 
Score: -26045972.000000 Penalty: 6044.768066
	Iteration 30F: 3 clusters Score -2.604597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -229044.531250 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -229044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -226586.093750 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -226586.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -226964.859375 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -226964.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -227094.796875 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -227094.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -227159.281250 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -227159.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -227194.468750 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -227194.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227226.703125 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -227226.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -227254.531250 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -227254.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -227264.859375 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -227264.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -227276.437500 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -227276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227282.875000 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -227282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227288.359375 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -227288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -227290.531250 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -227290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -227291.875000 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -227291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -227292.578125 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -227292.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -227292.578125 Penalty: 3707.486816
	Iteration 14F: 3 clusters Score -227292.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 22552 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 45684 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19279 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182379 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41753 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 69676 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77680 members 
Mstep: Class 19 contains 192270 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196228 members 
Mstep: Class 28 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229736.000000 Penalty: 96125.335938
Iteration 479Q: 29 clusters Score -1.332297e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 22558 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 45687 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19279 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182371 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41755 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26350 members 
Mstep: Class 16 contains 69680 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77675 members 
Mstep: Class 19 contains 192271 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39178 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196223 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229736.000000 Penalty: 96125.335938
Iteration 480F: 29 clusters Score -1.332297e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 22566 members 
Mstep: Class 3 contains 24202 members 
Mstep: Class 4 contains 45687 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19277 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182362 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41755 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39372 members 
Mstep: Class 15 contains 26353 members 
Mstep: Class 16 contains 69692 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77668 members 
Mstep: Class 19 contains 192271 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196219 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229696.000000 Penalty: 96125.335938
Iteration 481Q: 29 clusters Score -1.332297e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 22575 members 
Mstep: Class 3 contains 24202 members 
Mstep: Class 4 contains 45683 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19277 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182343 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41758 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26354 members 
Mstep: Class 16 contains 69700 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77666 members 
Mstep: Class 19 contains 192276 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39176 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196222 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229584.000000 Penalty: 96125.335938
Iteration 482Q: 29 clusters Score -1.332296e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22579 members 
Mstep: Class 3 contains 24200 members 
Mstep: Class 4 contains 45679 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19274 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182335 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41760 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 26360 members 
Mstep: Class 16 contains 69711 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77659 members 
Mstep: Class 19 contains 192282 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39176 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196218 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229784.000000 Penalty: 96125.335938
Iteration 483Q: 29 clusters Score -1.332298e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22586 members 
Mstep: Class 3 contains 24197 members 
Mstep: Class 4 contains 45674 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19277 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182339 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41765 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39372 members 
Mstep: Class 15 contains 26365 members 
Mstep: Class 16 contains 69716 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77659 members 
Mstep: Class 19 contains 192283 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39173 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196197 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229752.000000 Penalty: 96125.335938
Iteration 484Q: 29 clusters Score -1.332298e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22594 members 
Mstep: Class 3 contains 24197 members 
Mstep: Class 4 contains 45673 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19275 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182333 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41772 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39372 members 
Mstep: Class 15 contains 26366 members 
Mstep: Class 16 contains 69716 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77663 members 
Mstep: Class 19 contains 192284 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39172 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196186 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229752.000000 Penalty: 96125.335938
Iteration 485Q: 29 clusters Score -1.332298e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22601 members 
Mstep: Class 3 contains 24194 members 
Mstep: Class 4 contains 45671 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19268 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182334 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41778 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26367 members 
Mstep: Class 16 contains 69720 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77662 members 
Mstep: Class 19 contains 192284 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39172 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 196179 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229800.000000 Penalty: 96125.335938
Iteration 486Q: 29 clusters Score -1.332298e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22612 members 
Mstep: Class 3 contains 24190 members 
Mstep: Class 4 contains 45672 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19276 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182318 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41783 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26367 members 
Mstep: Class 16 contains 69723 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77661 members 
Mstep: Class 19 contains 192286 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39169 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 196174 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229824.000000 Penalty: 96125.335938
Iteration 487Q: 29 clusters Score -1.332298e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22622 members 
Mstep: Class 3 contains 24188 members 
Mstep: Class 4 contains 45671 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19278 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182323 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41787 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26369 members 
Mstep: Class 16 contains 69729 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77661 members 
Mstep: Class 19 contains 192284 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39168 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196152 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229912.000000 Penalty: 96125.335938
Iteration 488Q: 29 clusters Score -1.332299e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22629 members 
Mstep: Class 3 contains 24192 members 
Mstep: Class 4 contains 45670 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19282 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182313 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41789 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 26373 members 
Mstep: Class 16 contains 69731 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77657 members 
Mstep: Class 19 contains 192282 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39168 members 
Mstep: Class 23 contains 673 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196145 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229984.000000 Penalty: 96125.335938
Iteration 489Q: 29 clusters Score -1.3323e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22635 members 
Mstep: Class 3 contains 24191 members 
Mstep: Class 4 contains 45665 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19285 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182308 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41790 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39374 members 
Mstep: Class 15 contains 26377 members 
Mstep: Class 16 contains 69729 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77658 members 
Mstep: Class 19 contains 192282 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39169 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196140 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229984.000000 Penalty: 96125.335938
Iteration 490Q: 29 clusters Score -1.3323e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22642 members 
Mstep: Class 3 contains 24190 members 
Mstep: Class 4 contains 45661 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19286 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182298 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41795 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39374 members 
Mstep: Class 15 contains 26378 members 
Mstep: Class 16 contains 69732 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77657 members 
Mstep: Class 19 contains 192284 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39168 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196138 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229888.000000 Penalty: 96125.335938
Iteration 491Q: 29 clusters Score -1.332299e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22650 members 
Mstep: Class 3 contains 24190 members 
Mstep: Class 4 contains 45662 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19287 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182291 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41800 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39375 members 
Mstep: Class 15 contains 26382 members 
Mstep: Class 16 contains 69732 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77652 members 
Mstep: Class 19 contains 192286 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39166 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196130 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229952.000000 Penalty: 96125.335938
Iteration 492Q: 29 clusters Score -1.3323e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 24190 members 
Mstep: Class 4 contains 45666 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19288 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182288 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41802 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39377 members 
Mstep: Class 15 contains 26385 members 
Mstep: Class 16 contains 69738 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77649 members 
Mstep: Class 19 contains 192288 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39167 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196108 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229960.000000 Penalty: 96125.335938
Iteration 493Q: 29 clusters Score -1.3323e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22661 members 
Mstep: Class 3 contains 24191 members 
Mstep: Class 4 contains 45665 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19288 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182287 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41800 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39376 members 
Mstep: Class 15 contains 26389 members 
Mstep: Class 16 contains 69741 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77644 members 
Mstep: Class 19 contains 192289 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39168 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196104 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230040.000000 Penalty: 96125.335938
Iteration 494Q: 29 clusters Score -1.3323e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22667 members 
Mstep: Class 3 contains 24191 members 
Mstep: Class 4 contains 45669 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19291 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182284 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41805 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39376 members 
Mstep: Class 15 contains 26391 members 
Mstep: Class 16 contains 69744 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77641 members 
Mstep: Class 19 contains 192289 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39171 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196084 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230072.000000 Penalty: 96125.335938
Iteration 495Q: 29 clusters Score -1.332301e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22671 members 
Mstep: Class 3 contains 24192 members 
Mstep: Class 4 contains 45669 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19293 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182282 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41807 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39375 members 
Mstep: Class 15 contains 26392 members 
Mstep: Class 16 contains 69751 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77641 members 
Mstep: Class 19 contains 192287 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39174 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196069 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133229992.000000 Penalty: 96125.335938
Iteration 496Q: 29 clusters Score -1.3323e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22673 members 
Mstep: Class 3 contains 24193 members 
Mstep: Class 4 contains 45670 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19294 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182286 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41812 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39375 members 
Mstep: Class 15 contains 26393 members 
Mstep: Class 16 contains 69755 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77643 members 
Mstep: Class 19 contains 192289 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39173 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 196048 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230048.000000 Penalty: 96125.335938
Iteration 497Q: 29 clusters Score -1.3323e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22675 members 
Mstep: Class 3 contains 24194 members 
Mstep: Class 4 contains 45671 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19295 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182288 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41815 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39375 members 
Mstep: Class 15 contains 26393 members 
Mstep: Class 16 contains 69750 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77644 members 
Mstep: Class 19 contains 192289 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 196039 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230072.000000 Penalty: 96125.335938
Iteration 498Q: 29 clusters Score -1.332301e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22677 members 
Mstep: Class 3 contains 24197 members 
Mstep: Class 4 contains 45668 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19296 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182291 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41814 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39375 members 
Mstep: Class 15 contains 26394 members 
Mstep: Class 16 contains 69756 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77646 members 
Mstep: Class 19 contains 192288 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 196026 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230184.000000 Penalty: 96125.335938
Iteration 499Q: 29 clusters Score -1.332302e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22682 members 
Mstep: Class 3 contains 24197 members 
Mstep: Class 4 contains 45665 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 19297 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 182293 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 41813 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 39375 members 
Mstep: Class 15 contains 26393 members 
Mstep: Class 16 contains 69766 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 77643 members 
Mstep: Class 19 contains 192288 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 196016 members 
Mstep: Class 28 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230216.000000 Penalty: 96125.335938
Iteration 500F: 29 clusters Score -1.332302e+08 nChanged 53
Maximum iterations exceeded
--- Evaluating fit on full set of 3083413 points ---
Entering Unmasked Estep 
Score: -396051712.000000 Penalty: 103754.101562
24->29 Clusters: Score -396051712.000000, best is -396191168.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1027804 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 43075 members 
Mstep: Class 3 contains 42924 members 
Mstep: Class 4 contains 43092 members 
Mstep: Class 5 contains 42515 members 
Mstep: Class 6 contains 42571 members 
Mstep: Class 7 contains 42830 members 
Mstep: Class 8 contains 43010 members 
Mstep: Class 9 contains 42814 members 
Mstep: Class 10 contains 42410 members 
Mstep: Class 11 contains 42419 members 
Mstep: Class 12 contains 42769 members 
Mstep: Class 13 contains 43040 members 
Mstep: Class 14 contains 43069 members 
Mstep: Class 15 contains 42470 members 
Mstep: Class 16 contains 42635 members 
Mstep: Class 17 contains 43001 members 
Mstep: Class 18 contains 43103 members 
Mstep: Class 19 contains 42946 members 
Mstep: Class 20 contains 42574 members 
Mstep: Class 21 contains 42905 members 
Mstep: Class 22 contains 42825 members 
Mstep: Class 23 contains 42943 members 
Mstep: Class 24 contains 42744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 111.842255 but Gain 3433.046875
Score: -127020456.000000 Penalty: 78960.101562
Iteration 0F: 24 clusters Score -1.270205e+08 nChanged 981869
Entering Unmasked Mstep 
Mstep: Class 0 contains 2618 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 42907 members 
Mstep: Class 3 contains 121602 members 
Mstep: Class 4 contains 29262 members 
Mstep: Class 5 contains 15632 members 
Mstep: Class 6 contains 19494 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 3788 members 
Mstep: Class 9 contains 11370 members 
Mstep: Class 10 contains 12625 members 
Mstep: Class 11 contains 7017 members 
Mstep: Class 12 contains 4550 members 
Mstep: Class 13 contains 133275 members 
Mstep: Class 14 contains 82670 members 
Mstep: Class 15 contains 16372 members 
Mstep: Class 16 contains 5579 members 
Mstep: Class 17 contains 102024 members 
Mstep: Class 19 contains 295160 members 
Mstep: Class 20 contains 60883 members 
Mstep: Class 21 contains 16106 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 9005 members 
Mstep: Class 24 contains 15719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -131308040.000000 Penalty: 78960.101562
Iteration 1F: 24 clusters Score -1.31308e+08 nChanged 325249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2506 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 54869 members 
Mstep: Class 3 contains 124040 members 
Mstep: Class 4 contains 25633 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 11153 members 
Mstep: Class 7 contains 3387 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 10240 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 8625 members 
Mstep: Class 12 contains 5504 members 
Mstep: Class 13 contains 162905 members 
Mstep: Class 14 contains 67828 members 
Mstep: Class 15 contains 16711 members 
Mstep: Class 16 contains 3075 members 
Mstep: Class 17 contains 108216 members 
Mstep: Class 19 contains 310077 members 
Mstep: Class 20 contains 48891 members 
Mstep: Class 21 contains 11018 members 
Mstep: Class 22 contains 2107 members 
Mstep: Class 23 contains 14792 members 
Mstep: Class 24 contains 11244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2826.435303 but Gain 3433.046875
Score: -131721272.000000 Penalty: 75527.054688
Iteration 2F: 23 clusters Score -1.317213e+08 nChanged 223993
Entering Unmasked Mstep 
Mstep: Class 0 contains 2290 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 86421 members 
Mstep: Class 3 contains 126532 members 
Mstep: Class 4 contains 34728 members 
Mstep: Class 5 contains 2127 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 8 contains 1648 members 
Mstep: Class 9 contains 8055 members 
Mstep: Class 10 contains 18279 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 7817 members 
Mstep: Class 13 contains 193035 members 
Mstep: Class 14 contains 55899 members 
Mstep: Class 15 contains 16656 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 109944 members 
Mstep: Class 19 contains 260091 members 
Mstep: Class 20 contains 45235 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 14920 members 
Mstep: Class 24 contains 11703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132022048.000000 Penalty: 75527.054688
Iteration 3F: 23 clusters Score -1.32022e+08 nChanged 191278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1908 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 121683 members 
Mstep: Class 3 contains 125751 members 
Mstep: Class 4 contains 47338 members 
Mstep: Class 5 contains 1739 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 10 contains 17969 members 
Mstep: Class 11 contains 8619 members 
Mstep: Class 12 contains 7800 members 
Mstep: Class 13 contains 204813 members 
Mstep: Class 14 contains 43675 members 
Mstep: Class 15 contains 15846 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 106165 members 
Mstep: Class 19 contains 218014 members 
Mstep: Class 20 contains 53918 members 
Mstep: Class 21 contains 9034 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 13188 members 
Mstep: Class 24 contains 11756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132309056.000000 Penalty: 75527.054688
Iteration 4F: 23 clusters Score -1.323091e+08 nChanged 174632
Entering Unmasked Mstep 
Mstep: Class 0 contains 877 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 154208 members 
Mstep: Class 3 contains 129338 members 
Mstep: Class 4 contains 59042 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 6117 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 5874 members 
Mstep: Class 10 contains 15452 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 6743 members 
Mstep: Class 13 contains 187393 members 
Mstep: Class 14 contains 33304 members 
Mstep: Class 15 contains 16397 members 
Mstep: Class 16 contains 4149 members 
Mstep: Class 17 contains 101520 members 
Mstep: Class 19 contains 197973 members 
Mstep: Class 20 contains 68524 members 
Mstep: Class 21 contains 7633 members 
Mstep: Class 22 contains 806 members 
Mstep: Class 23 contains 12242 members 
Mstep: Class 24 contains 10997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3039.383301 but Gain 3433.054688
Score: -132587624.000000 Penalty: 72094.000000
Iteration 5F: 22 clusters Score -1.325876e+08 nChanged 152122
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 179838 members 
Mstep: Class 3 contains 142085 members 
Mstep: Class 4 contains 66156 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 5178 members 
Mstep: Class 10 contains 13115 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 157148 members 
Mstep: Class 14 contains 24840 members 
Mstep: Class 15 contains 18075 members 
Mstep: Class 16 contains 6037 members 
Mstep: Class 17 contains 92886 members 
Mstep: Class 19 contains 197919 members 
Mstep: Class 20 contains 79996 members 
Mstep: Class 21 contains 6160 members 
Mstep: Class 22 contains 774 members 
Mstep: Class 23 contains 12076 members 
Mstep: Class 24 contains 9743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132777656.000000 Penalty: 72094.000000
Iteration 6F: 22 clusters Score -1.327777e+08 nChanged 126507
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 192679 members 
Mstep: Class 3 contains 160070 members 
Mstep: Class 4 contains 69465 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 11779 members 
Mstep: Class 12 contains 3663 members 
Mstep: Class 13 contains 130058 members 
Mstep: Class 14 contains 18971 members 
Mstep: Class 15 contains 20233 members 
Mstep: Class 16 contains 8113 members 
Mstep: Class 17 contains 83768 members 
Mstep: Class 19 contains 202121 members 
Mstep: Class 20 contains 84874 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 744 members 
Mstep: Class 23 contains 12292 members 
Mstep: Class 24 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3071.240479 but Gain 3433.046875
Score: -132861736.000000 Penalty: 68660.953125
Iteration 7F: 21 clusters Score -1.328617e+08 nChanged 102723
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 196653 members 
Mstep: Class 3 contains 181486 members 
Mstep: Class 4 contains 73302 members 
Mstep: Class 5 contains 1538 members 
Mstep: Class 6 contains 8036 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 10 contains 11274 members 
Mstep: Class 13 contains 109820 members 
Mstep: Class 14 contains 15813 members 
Mstep: Class 15 contains 23101 members 
Mstep: Class 16 contains 10158 members 
Mstep: Class 17 contains 78051 members 
Mstep: Class 19 contains 199919 members 
Mstep: Class 20 contains 87834 members 
Mstep: Class 21 contains 4314 members 
Mstep: Class 22 contains 731 members 
Mstep: Class 23 contains 12879 members 
Mstep: Class 24 contains 6598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132922576.000000 Penalty: 68660.953125
Iteration 8F: 21 clusters Score -1.329226e+08 nChanged 84069
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 194712 members 
Mstep: Class 3 contains 207454 members 
Mstep: Class 4 contains 74625 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 8139 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 13 contains 94354 members 
Mstep: Class 14 contains 14269 members 
Mstep: Class 15 contains 26384 members 
Mstep: Class 16 contains 11986 members 
Mstep: Class 17 contains 74181 members 
Mstep: Class 19 contains 189376 members 
Mstep: Class 20 contains 90709 members 
Mstep: Class 21 contains 4283 members 
Mstep: Class 22 contains 728 members 
Mstep: Class 23 contains 13561 members 
Mstep: Class 24 contains 5085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132967024.000000 Penalty: 68660.953125
Iteration 9F: 21 clusters Score -1.32967e+08 nChanged 78224
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 190578 members 
Mstep: Class 3 contains 235725 members 
Mstep: Class 4 contains 75110 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 8 contains 1910 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10180 members 
Mstep: Class 13 contains 81885 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 13544 members 
Mstep: Class 17 contains 71520 members 
Mstep: Class 19 contains 173176 members 
Mstep: Class 20 contains 93436 members 
Mstep: Class 21 contains 4941 members 
Mstep: Class 22 contains 728 members 
Mstep: Class 23 contains 14111 members 
Mstep: Class 24 contains 4095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -132991320.000000 Penalty: 68660.953125
Iteration 10F: 21 clusters Score -1.329913e+08 nChanged 73805
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 186572 members 
Mstep: Class 3 contains 258878 members 
Mstep: Class 4 contains 76196 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 7491 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 9915 members 
Mstep: Class 13 contains 71778 members 
Mstep: Class 14 contains 15047 members 
Mstep: Class 15 contains 33194 members 
Mstep: Class 16 contains 14956 members 
Mstep: Class 17 contains 69527 members 
Mstep: Class 19 contains 156546 members 
Mstep: Class 20 contains 95905 members 
Mstep: Class 21 contains 6191 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 14521 members 
Mstep: Class 24 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133000072.000000 Penalty: 68660.953125
Iteration 11F: 21 clusters Score -1.330001e+08 nChanged 65475
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 183598 members 
Mstep: Class 3 contains 267953 members 
Mstep: Class 4 contains 78475 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 6993 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 9728 members 
Mstep: Class 13 contains 63102 members 
Mstep: Class 14 contains 16652 members 
Mstep: Class 15 contains 36248 members 
Mstep: Class 16 contains 16292 members 
Mstep: Class 17 contains 68107 members 
Mstep: Class 19 contains 148688 members 
Mstep: Class 20 contains 98682 members 
Mstep: Class 21 contains 7603 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 14736 members 
Mstep: Class 24 contains 3660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133010416.000000 Penalty: 68660.953125
Iteration 12F: 21 clusters Score -1.330104e+08 nChanged 53918
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 180951 members 
Mstep: Class 3 contains 265754 members 
Mstep: Class 4 contains 81270 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 6485 members 
Mstep: Class 8 contains 2088 members 
Mstep: Class 9 contains 2261 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 13 contains 55051 members 
Mstep: Class 14 contains 18344 members 
Mstep: Class 15 contains 39153 members 
Mstep: Class 16 contains 17542 members 
Mstep: Class 17 contains 67755 members 
Mstep: Class 19 contains 149517 members 
Mstep: Class 20 contains 101465 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 14798 members 
Mstep: Class 24 contains 3831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133026376.000000 Penalty: 68660.953125
Iteration 13F: 21 clusters Score -1.330264e+08 nChanged 45269
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 178011 members 
Mstep: Class 3 contains 258759 members 
Mstep: Class 4 contains 83995 members 
Mstep: Class 5 contains 1524 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 9688 members 
Mstep: Class 13 contains 47762 members 
Mstep: Class 14 contains 20119 members 
Mstep: Class 15 contains 42019 members 
Mstep: Class 16 contains 18688 members 
Mstep: Class 17 contains 67892 members 
Mstep: Class 19 contains 154759 members 
Mstep: Class 20 contains 103680 members 
Mstep: Class 21 contains 10276 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 14868 members 
Mstep: Class 24 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133042128.000000 Penalty: 68660.953125
Iteration 14Q: 21 clusters Score -1.330421e+08 nChanged 39586
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 175142 members 
Mstep: Class 3 contains 249853 members 
Mstep: Class 4 contains 86601 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 5666 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 13 contains 41444 members 
Mstep: Class 14 contains 21704 members 
Mstep: Class 15 contains 44849 members 
Mstep: Class 16 contains 19684 members 
Mstep: Class 17 contains 68168 members 
Mstep: Class 19 contains 161857 members 
Mstep: Class 20 contains 105134 members 
Mstep: Class 21 contains 11464 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 14959 members 
Mstep: Class 24 contains 4186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133059776.000000 Penalty: 68660.953125
Iteration 15Q: 21 clusters Score -1.330598e+08 nChanged 35097
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 172448 members 
Mstep: Class 3 contains 240558 members 
Mstep: Class 4 contains 88918 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 9921 members 
Mstep: Class 13 contains 35979 members 
Mstep: Class 14 contains 23179 members 
Mstep: Class 15 contains 47511 members 
Mstep: Class 16 contains 20561 members 
Mstep: Class 17 contains 68545 members 
Mstep: Class 19 contains 169574 members 
Mstep: Class 20 contains 105847 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 15082 members 
Mstep: Class 24 contains 4349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133077432.000000 Penalty: 68660.953125
Iteration 16Q: 21 clusters Score -1.330774e+08 nChanged 31337
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 169729 members 
Mstep: Class 3 contains 231678 members 
Mstep: Class 4 contains 91025 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 5164 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 13 contains 31501 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 49993 members 
Mstep: Class 16 contains 21333 members 
Mstep: Class 17 contains 68938 members 
Mstep: Class 19 contains 177125 members 
Mstep: Class 20 contains 106012 members 
Mstep: Class 21 contains 13525 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 15249 members 
Mstep: Class 24 contains 4500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133090864.000000 Penalty: 68660.953125
Iteration 17Q: 21 clusters Score -1.330909e+08 nChanged 28161
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 167006 members 
Mstep: Class 3 contains 223100 members 
Mstep: Class 4 contains 92978 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 5003 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 10296 members 
Mstep: Class 13 contains 28407 members 
Mstep: Class 14 contains 25724 members 
Mstep: Class 15 contains 52142 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 69328 members 
Mstep: Class 19 contains 183954 members 
Mstep: Class 20 contains 105816 members 
Mstep: Class 21 contains 14406 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 15514 members 
Mstep: Class 24 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133103032.000000 Penalty: 68660.953125
Iteration 18Q: 21 clusters Score -1.33103e+08 nChanged 25453
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 164440 members 
Mstep: Class 3 contains 214783 members 
Mstep: Class 4 contains 94892 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 4901 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 13 contains 26560 members 
Mstep: Class 14 contains 26798 members 
Mstep: Class 15 contains 53787 members 
Mstep: Class 16 contains 22658 members 
Mstep: Class 17 contains 69641 members 
Mstep: Class 19 contains 190098 members 
Mstep: Class 20 contains 105488 members 
Mstep: Class 21 contains 15190 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 15822 members 
Mstep: Class 24 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133112120.000000 Penalty: 68660.953125
Iteration 19Q: 21 clusters Score -1.331121e+08 nChanged 22530
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 162167 members 
Mstep: Class 3 contains 207378 members 
Mstep: Class 4 contains 96632 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 2403 members 
Mstep: Class 10 contains 10737 members 
Mstep: Class 13 contains 25694 members 
Mstep: Class 14 contains 27756 members 
Mstep: Class 15 contains 55037 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 19 contains 194928 members 
Mstep: Class 20 contains 105066 members 
Mstep: Class 21 contains 15978 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 16165 members 
Mstep: Class 24 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133117944.000000 Penalty: 68660.953125
Iteration 20F: 21 clusters Score -1.331179e+08 nChanged 19886
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 160341 members 
Mstep: Class 3 contains 201407 members 
Mstep: Class 4 contains 98202 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 4795 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 10954 members 
Mstep: Class 13 contains 25258 members 
Mstep: Class 14 contains 28668 members 
Mstep: Class 15 contains 55957 members 
Mstep: Class 16 contains 23543 members 
Mstep: Class 17 contains 70061 members 
Mstep: Class 19 contains 198303 members 
Mstep: Class 20 contains 104586 members 
Mstep: Class 21 contains 16735 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 16523 members 
Mstep: Class 24 contains 4913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133122256.000000 Penalty: 68660.953125
Iteration 21Q: 21 clusters Score -1.331223e+08 nChanged 18420
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 158732 members 
Mstep: Class 3 contains 196531 members 
Mstep: Class 4 contains 99821 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 11170 members 
Mstep: Class 13 contains 25107 members 
Mstep: Class 14 contains 29536 members 
Mstep: Class 15 contains 56706 members 
Mstep: Class 16 contains 23925 members 
Mstep: Class 17 contains 70194 members 
Mstep: Class 19 contains 200450 members 
Mstep: Class 20 contains 103899 members 
Mstep: Class 21 contains 17519 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 16878 members 
Mstep: Class 24 contains 4971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133125968.000000 Penalty: 68660.953125
Iteration 22Q: 21 clusters Score -1.33126e+08 nChanged 16892
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 157422 members 
Mstep: Class 3 contains 192813 members 
Mstep: Class 4 contains 101467 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 4742 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 13 contains 25220 members 
Mstep: Class 14 contains 30315 members 
Mstep: Class 15 contains 57222 members 
Mstep: Class 16 contains 24259 members 
Mstep: Class 17 contains 70143 members 
Mstep: Class 19 contains 201637 members 
Mstep: Class 20 contains 103057 members 
Mstep: Class 21 contains 18249 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 17187 members 
Mstep: Class 24 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133130240.000000 Penalty: 68660.953125
Iteration 23Q: 21 clusters Score -1.331302e+08 nChanged 15879
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 156152 members 
Mstep: Class 3 contains 189911 members 
Mstep: Class 4 contains 103229 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 4712 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 2552 members 
Mstep: Class 10 contains 11628 members 
Mstep: Class 13 contains 25487 members 
Mstep: Class 14 contains 31070 members 
Mstep: Class 15 contains 57544 members 
Mstep: Class 16 contains 24596 members 
Mstep: Class 17 contains 69997 members 
Mstep: Class 19 contains 202176 members 
Mstep: Class 20 contains 102084 members 
Mstep: Class 21 contains 18934 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 17534 members 
Mstep: Class 24 contains 5076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133134184.000000 Penalty: 68660.953125
Iteration 24Q: 21 clusters Score -1.331342e+08 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 155037 members 
Mstep: Class 3 contains 187605 members 
Mstep: Class 4 contains 104968 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 4693 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 11894 members 
Mstep: Class 13 contains 25781 members 
Mstep: Class 14 contains 31826 members 
Mstep: Class 15 contains 57767 members 
Mstep: Class 16 contains 24898 members 
Mstep: Class 17 contains 69779 members 
Mstep: Class 19 contains 202253 members 
Mstep: Class 20 contains 101051 members 
Mstep: Class 21 contains 19566 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 17876 members 
Mstep: Class 24 contains 5111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133136648.000000 Penalty: 68660.953125
Iteration 25Q: 21 clusters Score -1.331366e+08 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 153932 members 
Mstep: Class 3 contains 185874 members 
Mstep: Class 4 contains 106802 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 4683 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 12200 members 
Mstep: Class 13 contains 26207 members 
Mstep: Class 14 contains 32560 members 
Mstep: Class 15 contains 57939 members 
Mstep: Class 16 contains 25202 members 
Mstep: Class 17 contains 69452 members 
Mstep: Class 19 contains 201740 members 
Mstep: Class 20 contains 99943 members 
Mstep: Class 21 contains 20205 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 18196 members 
Mstep: Class 24 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133140152.000000 Penalty: 68660.953125
Iteration 26Q: 21 clusters Score -1.331402e+08 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 152827 members 
Mstep: Class 3 contains 184643 members 
Mstep: Class 4 contains 108756 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 4675 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 12540 members 
Mstep: Class 13 contains 26747 members 
Mstep: Class 14 contains 33341 members 
Mstep: Class 15 contains 57983 members 
Mstep: Class 16 contains 25518 members 
Mstep: Class 17 contains 69066 members 
Mstep: Class 19 contains 200694 members 
Mstep: Class 20 contains 98784 members 
Mstep: Class 21 contains 20806 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 18502 members 
Mstep: Class 24 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133142520.000000 Penalty: 68660.953125
Iteration 27Q: 21 clusters Score -1.331425e+08 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 151685 members 
Mstep: Class 3 contains 183798 members 
Mstep: Class 4 contains 110847 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 13 contains 27434 members 
Mstep: Class 14 contains 34135 members 
Mstep: Class 15 contains 57982 members 
Mstep: Class 16 contains 25850 members 
Mstep: Class 17 contains 68576 members 
Mstep: Class 19 contains 199193 members 
Mstep: Class 20 contains 97503 members 
Mstep: Class 21 contains 21412 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 18877 members 
Mstep: Class 24 contains 5168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133145296.000000 Penalty: 68660.953125
Iteration 28Q: 21 clusters Score -1.331453e+08 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 150537 members 
Mstep: Class 3 contains 183040 members 
Mstep: Class 4 contains 113145 members 
Mstep: Class 5 contains 1527 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 13 contains 28215 members 
Mstep: Class 14 contains 34935 members 
Mstep: Class 15 contains 57995 members 
Mstep: Class 16 contains 26135 members 
Mstep: Class 17 contains 68037 members 
Mstep: Class 19 contains 197442 members 
Mstep: Class 20 contains 96189 members 
Mstep: Class 21 contains 21977 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 19263 members 
Mstep: Class 24 contains 5171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133147088.000000 Penalty: 68660.953125
Iteration 29Q: 21 clusters Score -1.331471e+08 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 149135 members 
Mstep: Class 3 contains 182147 members 
Mstep: Class 4 contains 115565 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 8 contains 2200 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 13 contains 29163 members 
Mstep: Class 14 contains 35798 members 
Mstep: Class 15 contains 58024 members 
Mstep: Class 16 contains 26406 members 
Mstep: Class 17 contains 67510 members 
Mstep: Class 19 contains 195715 members 
Mstep: Class 20 contains 94807 members 
Mstep: Class 21 contains 22527 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 19673 members 
Mstep: Class 24 contains 5192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133150200.000000 Penalty: 68660.953125
Iteration 30Q: 21 clusters Score -1.331502e+08 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 147638 members 
Mstep: Class 3 contains 181017 members 
Mstep: Class 4 contains 118184 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 4656 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 14096 members 
Mstep: Class 13 contains 30202 members 
Mstep: Class 14 contains 36651 members 
Mstep: Class 15 contains 58068 members 
Mstep: Class 16 contains 26672 members 
Mstep: Class 17 contains 66996 members 
Mstep: Class 19 contains 194044 members 
Mstep: Class 20 contains 93393 members 
Mstep: Class 21 contains 23079 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 20091 members 
Mstep: Class 24 contains 5207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133153216.000000 Penalty: 68660.953125
Iteration 31Q: 21 clusters Score -1.331532e+08 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 146009 members 
Mstep: Class 3 contains 179758 members 
Mstep: Class 4 contains 121045 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 4653 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 13 contains 31317 members 
Mstep: Class 14 contains 37536 members 
Mstep: Class 15 contains 58094 members 
Mstep: Class 16 contains 26923 members 
Mstep: Class 17 contains 66531 members 
Mstep: Class 19 contains 192283 members 
Mstep: Class 20 contains 91984 members 
Mstep: Class 21 contains 23589 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 20504 members 
Mstep: Class 24 contains 5217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133156368.000000 Penalty: 68660.953125
Iteration 32Q: 21 clusters Score -1.331564e+08 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 144302 members 
Mstep: Class 3 contains 178311 members 
Mstep: Class 4 contains 124120 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 13 contains 32406 members 
Mstep: Class 14 contains 38470 members 
Mstep: Class 15 contains 58141 members 
Mstep: Class 16 contains 27160 members 
Mstep: Class 17 contains 66092 members 
Mstep: Class 19 contains 190549 members 
Mstep: Class 20 contains 90521 members 
Mstep: Class 21 contains 24064 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 20923 members 
Mstep: Class 24 contains 5231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133159216.000000 Penalty: 68660.953125
Iteration 33Q: 21 clusters Score -1.331592e+08 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 142495 members 
Mstep: Class 3 contains 176678 members 
Mstep: Class 4 contains 127430 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 13 contains 33532 members 
Mstep: Class 14 contains 39438 members 
Mstep: Class 15 contains 58131 members 
Mstep: Class 16 contains 27370 members 
Mstep: Class 17 contains 65744 members 
Mstep: Class 19 contains 188783 members 
Mstep: Class 20 contains 89089 members 
Mstep: Class 21 contains 24510 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 21353 members 
Mstep: Class 24 contains 5238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133162376.000000 Penalty: 68660.953125
Iteration 34Q: 21 clusters Score -1.331624e+08 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 140582 members 
Mstep: Class 3 contains 174811 members 
Mstep: Class 4 contains 131029 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 2792 members 
Mstep: Class 10 contains 16017 members 
Mstep: Class 13 contains 34767 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 58075 members 
Mstep: Class 16 contains 27565 members 
Mstep: Class 17 contains 65373 members 
Mstep: Class 19 contains 187055 members 
Mstep: Class 20 contains 87629 members 
Mstep: Class 21 contains 24895 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 21816 members 
Mstep: Class 24 contains 5256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133164968.000000 Penalty: 68660.953125
Iteration 35Q: 21 clusters Score -1.33165e+08 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 138658 members 
Mstep: Class 3 contains 172673 members 
Mstep: Class 4 contains 134970 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 4619 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 16565 members 
Mstep: Class 13 contains 35990 members 
Mstep: Class 14 contains 41353 members 
Mstep: Class 15 contains 58020 members 
Mstep: Class 16 contains 27733 members 
Mstep: Class 17 contains 65061 members 
Mstep: Class 19 contains 185408 members 
Mstep: Class 20 contains 86039 members 
Mstep: Class 21 contains 25256 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 22293 members 
Mstep: Class 24 contains 5260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133168080.000000 Penalty: 68660.953125
Iteration 36Q: 21 clusters Score -1.331681e+08 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 136761 members 
Mstep: Class 3 contains 170314 members 
Mstep: Class 4 contains 139110 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 4617 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 2845 members 
Mstep: Class 10 contains 17129 members 
Mstep: Class 13 contains 37141 members 
Mstep: Class 14 contains 42233 members 
Mstep: Class 15 contains 57933 members 
Mstep: Class 16 contains 27884 members 
Mstep: Class 17 contains 64813 members 
Mstep: Class 19 contains 183736 members 
Mstep: Class 20 contains 84534 members 
Mstep: Class 21 contains 25600 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 22804 members 
Mstep: Class 24 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133170976.000000 Penalty: 68660.953125
Iteration 37Q: 21 clusters Score -1.33171e+08 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 134957 members 
Mstep: Class 3 contains 167754 members 
Mstep: Class 4 contains 143384 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 17800 members 
Mstep: Class 13 contains 38180 members 
Mstep: Class 14 contains 43119 members 
Mstep: Class 15 contains 57858 members 
Mstep: Class 16 contains 28042 members 
Mstep: Class 17 contains 64583 members 
Mstep: Class 19 contains 182077 members 
Mstep: Class 20 contains 83029 members 
Mstep: Class 21 contains 25910 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 23291 members 
Mstep: Class 24 contains 5259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133173480.000000 Penalty: 68660.953125
Iteration 38Q: 21 clusters Score -1.331735e+08 nChanged 13421
Entering ConstructFrom: 
Score: -133173480.000000 Penalty: 68660.953125
Entering ConstructFrom: 
Trying to split cluster 1 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -65162.386719 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -65162.39 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 314 members 
Entering Unmasked Estep 
Score: -63640.636719 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -63640.64 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64035.207031 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -64035.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64275.515625 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -64275.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64445.246094 Penalty: 3181.887939
	Iteration 3F: 3 clusters Score -64445.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64511.257812 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -64511.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64571.914062 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -64571.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64620.515625 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -64620.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64664.589844 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -64664.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64692.761719 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -64692.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64716.203125 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -64716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64722.492188 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -64722.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64727.605469 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -64727.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64738.687500 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -64738.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64738.687500 Penalty: 3181.887939
	Iteration 13F: 3 clusters Score -64738.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (133213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133213 members 
Entering Unmasked Estep 
Score: -17601892.000000 Penalty: 2926.326660
	Iteration 0F: 2 clusters Score -1.760189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -17513888.000000 Penalty: 5852.653320
	Iteration 0F: 3 clusters Score -1.751389e+07 nChanged 63412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -17550672.000000 Penalty: 5852.653320
	Iteration 1F: 3 clusters Score -1.755067e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -17551568.000000 Penalty: 5852.653320
	Iteration 2Q: 3 clusters Score -1.755157e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -17552778.000000 Penalty: 5852.653320
	Iteration 3Q: 3 clusters Score -1.755278e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -17554638.000000 Penalty: 5852.653320
	Iteration 4Q: 3 clusters Score -1.755464e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -17558218.000000 Penalty: 5852.653320
	Iteration 5Q: 3 clusters Score -1.755822e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -17563232.000000 Penalty: 5852.653320
	Iteration 6F: 3 clusters Score -1.756323e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -17570512.000000 Penalty: 5852.653320
	Iteration 7F: 3 clusters Score -1.757051e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -17577750.000000 Penalty: 5852.653320
	Iteration 8F: 3 clusters Score -1.757775e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -17583196.000000 Penalty: 5852.653320
	Iteration 9F: 3 clusters Score -1.75832e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104560 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -17586262.000000 Penalty: 5852.653320
	Iteration 10Q: 3 clusters Score -1.758626e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107270 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -17588100.000000 Penalty: 5852.653320
	Iteration 11Q: 3 clusters Score -1.75881e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -17589460.000000 Penalty: 5852.653320
	Iteration 12Q: 3 clusters Score -1.758946e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112141 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -17590608.000000 Penalty: 5852.653320
	Iteration 13Q: 3 clusters Score -1.759061e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114565 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -17591548.000000 Penalty: 5852.653320
	Iteration 14Q: 3 clusters Score -1.759155e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116930 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -17592470.000000 Penalty: 5852.653320
	Iteration 15Q: 3 clusters Score -1.759247e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119147 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -17593432.000000 Penalty: 5852.653320
	Iteration 16Q: 3 clusters Score -1.759343e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121172 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -17594298.000000 Penalty: 5852.653320
	Iteration 17Q: 3 clusters Score -1.75943e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -17595094.000000 Penalty: 5852.653320
	Iteration 18Q: 3 clusters Score -1.759509e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -17595830.000000 Penalty: 5852.653320
	Iteration 19Q: 3 clusters Score -1.759583e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -17596566.000000 Penalty: 5852.653320
	Iteration 20F: 3 clusters Score -1.759657e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127667 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -17597184.000000 Penalty: 5852.653320
	Iteration 21Q: 3 clusters Score -1.759718e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128679 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -17597604.000000 Penalty: 5852.653320
	Iteration 22Q: 3 clusters Score -1.75976e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -17597976.000000 Penalty: 5852.653320
	Iteration 23Q: 3 clusters Score -1.759798e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130082 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -17598284.000000 Penalty: 5852.653320
	Iteration 24Q: 3 clusters Score -1.759828e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130566 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -17598576.000000 Penalty: 5852.653320
	Iteration 25Q: 3 clusters Score -1.759858e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -17598724.000000 Penalty: 5852.653320
	Iteration 26Q: 3 clusters Score -1.759872e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -17598878.000000 Penalty: 5852.653320
	Iteration 27Q: 3 clusters Score -1.759888e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131407 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -17598972.000000 Penalty: 5852.653320
	Iteration 28Q: 3 clusters Score -1.759897e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131570 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -17599054.000000 Penalty: 5852.653320
	Iteration 29Q: 3 clusters Score -1.759905e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131689 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17599130.000000 Penalty: 5852.653320
	Iteration 30Q: 3 clusters Score -1.759913e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131788 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -17599172.000000 Penalty: 5852.653320
	Iteration 31Q: 3 clusters Score -1.759917e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131863 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17599190.000000 Penalty: 5852.653320
	Iteration 32Q: 3 clusters Score -1.759919e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131926 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -17599212.000000 Penalty: 5852.653320
	Iteration 33Q: 3 clusters Score -1.759921e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131987 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -17599230.000000 Penalty: 5852.653320
	Iteration 34Q: 3 clusters Score -1.759923e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -17599248.000000 Penalty: 5852.653320
	Iteration 35Q: 3 clusters Score -1.759925e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132063 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17599274.000000 Penalty: 5852.653320
	Iteration 36Q: 3 clusters Score -1.759927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132100 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -17599310.000000 Penalty: 5852.653320
	Iteration 37Q: 3 clusters Score -1.759931e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132139 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -17599318.000000 Penalty: 5852.653320
	Iteration 38Q: 3 clusters Score -1.759932e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132171 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -17599354.000000 Penalty: 5852.653320
	Iteration 39Q: 3 clusters Score -1.759935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132189 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -17599372.000000 Penalty: 5852.653320
	Iteration 40F: 3 clusters Score -1.759937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17599360.000000 Penalty: 5852.653320
	Iteration 41Q: 3 clusters Score -1.759936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132220 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17599382.000000 Penalty: 5852.653320
	Iteration 42Q: 3 clusters Score -1.759938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132233 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -17599376.000000 Penalty: 5852.653320
	Iteration 43Q: 3 clusters Score -1.759938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132244 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17599364.000000 Penalty: 5852.653320
	Iteration 44Q: 3 clusters Score -1.759936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17599394.000000 Penalty: 5852.653320
	Iteration 45Q: 3 clusters Score -1.759939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132274 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -17599436.000000 Penalty: 5852.653320
	Iteration 46Q: 3 clusters Score -1.759944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132293 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -17599450.000000 Penalty: 5852.653320
	Iteration 47Q: 3 clusters Score -1.759945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132302 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -17599436.000000 Penalty: 5852.653320
	Iteration 48Q: 3 clusters Score -1.759944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132312 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -17599438.000000 Penalty: 5852.653320
	Iteration 49Q: 3 clusters Score -1.759944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132324 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -17599446.000000 Penalty: 5852.653320
	Iteration 50Q: 3 clusters Score -1.759945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132333 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -17599466.000000 Penalty: 5852.653320
	Iteration 51Q: 3 clusters Score -1.759947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132338 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -17599492.000000 Penalty: 5852.653320
	Iteration 52Q: 3 clusters Score -1.759949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -17599490.000000 Penalty: 5852.653320
	Iteration 53Q: 3 clusters Score -1.759949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -17599492.000000 Penalty: 5852.653320
	Iteration 54Q: 3 clusters Score -1.759949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132350 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -17599488.000000 Penalty: 5852.653320
	Iteration 55Q: 3 clusters Score -1.759949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -17599488.000000 Penalty: 5852.653320
	Iteration 56Q: 3 clusters Score -1.759949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132355 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -17599494.000000 Penalty: 5852.653320
	Iteration 57Q: 3 clusters Score -1.759949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132356 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17599496.000000 Penalty: 5852.653320
	Iteration 58Q: 3 clusters Score -1.75995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132357 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -17599496.000000 Penalty: 5852.653320
	Iteration 59Q: 3 clusters Score -1.75995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -17599488.000000 Penalty: 5852.653320
	Iteration 60F: 3 clusters Score -1.759949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -17599494.000000 Penalty: 5852.653320
	Iteration 61Q: 3 clusters Score -1.759949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -17599494.000000 Penalty: 5852.653320
	Iteration 62F: 3 clusters Score -1.759949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Entering Unmasked Estep 
Score: -21906962.000000 Penalty: 2979.164795
	Iteration 0F: 2 clusters Score -2.190696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -21798106.000000 Penalty: 5958.329590
	Iteration 0F: 3 clusters Score -2.179811e+07 nChanged 78839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -21843914.000000 Penalty: 5958.329590
	Iteration 1F: 3 clusters Score -2.184391e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -21845440.000000 Penalty: 5958.329590
	Iteration 2Q: 3 clusters Score -2.184544e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -21846960.000000 Penalty: 5958.329590
	Iteration 3Q: 3 clusters Score -2.184696e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Mstep: Class 2 contains 90007 members 
Entering Unmasked Estep 
Score: -21849274.000000 Penalty: 5958.329590
	Iteration 4Q: 3 clusters Score -2.184927e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -21852870.000000 Penalty: 5958.329590
	Iteration 5Q: 3 clusters Score -2.185287e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 97202 members 
Entering Unmasked Estep 
Score: -21856952.000000 Penalty: 5958.329590
	Iteration 6Q: 3 clusters Score -2.185695e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 101995 members 
Entering Unmasked Estep 
Score: -21862124.000000 Penalty: 5958.329590
	Iteration 7F: 3 clusters Score -2.186212e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -21868180.000000 Penalty: 5958.329590
	Iteration 8F: 3 clusters Score -2.186818e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 113884 members 
Entering Unmasked Estep 
Score: -21875418.000000 Penalty: 5958.329590
	Iteration 9F: 3 clusters Score -2.187542e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 119937 members 
Entering Unmasked Estep 
Score: -21883132.000000 Penalty: 5958.329590
	Iteration 10F: 3 clusters Score -2.188313e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 124918 members 
Entering Unmasked Estep 
Score: -21889858.000000 Penalty: 5958.329590
	Iteration 11F: 3 clusters Score -2.188986e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -21894518.000000 Penalty: 5958.329590
	Iteration 12Q: 3 clusters Score -2.189452e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 131657 members 
Entering Unmasked Estep 
Score: -21897388.000000 Penalty: 5958.329590
	Iteration 13Q: 3 clusters Score -2.189739e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 134123 members 
Entering Unmasked Estep 
Score: -21898998.000000 Penalty: 5958.329590
	Iteration 14Q: 3 clusters Score -2.1899e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -21900306.000000 Penalty: 5958.329590
	Iteration 15Q: 3 clusters Score -2.190031e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 138265 members 
Entering Unmasked Estep 
Score: -21901298.000000 Penalty: 5958.329590
	Iteration 16Q: 3 clusters Score -2.19013e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 140000 members 
Entering Unmasked Estep 
Score: -21902092.000000 Penalty: 5958.329590
	Iteration 17Q: 3 clusters Score -2.190209e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 141552 members 
Entering Unmasked Estep 
Score: -21902954.000000 Penalty: 5958.329590
	Iteration 18Q: 3 clusters Score -2.190295e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 143077 members 
Entering Unmasked Estep 
Score: -21903542.000000 Penalty: 5958.329590
	Iteration 19Q: 3 clusters Score -2.190354e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 144461 members 
Entering Unmasked Estep 
Score: -21903972.000000 Penalty: 5958.329590
	Iteration 20F: 3 clusters Score -2.190397e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 145695 members 
Entering Unmasked Estep 
Score: -21904416.000000 Penalty: 5958.329590
	Iteration 21Q: 3 clusters Score -2.190442e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -21904600.000000 Penalty: 5958.329590
	Iteration 22Q: 3 clusters Score -2.19046e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -21904838.000000 Penalty: 5958.329590
	Iteration 23Q: 3 clusters Score -2.190484e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 148618 members 
Entering Unmasked Estep 
Score: -21904990.000000 Penalty: 5958.329590
	Iteration 24Q: 3 clusters Score -2.190499e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 149458 members 
Entering Unmasked Estep 
Score: -21905258.000000 Penalty: 5958.329590
	Iteration 25Q: 3 clusters Score -2.190526e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -21905484.000000 Penalty: 5958.329590
	Iteration 26Q: 3 clusters Score -2.190548e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 150962 members 
Entering Unmasked Estep 
Score: -21905640.000000 Penalty: 5958.329590
	Iteration 27Q: 3 clusters Score -2.190564e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 151643 members 
Entering Unmasked Estep 
Score: -21905734.000000 Penalty: 5958.329590
	Iteration 28Q: 3 clusters Score -2.190573e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 152235 members 
Entering Unmasked Estep 
Score: -21905812.000000 Penalty: 5958.329590
	Iteration 29Q: 3 clusters Score -2.190581e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 152742 members 
Entering Unmasked Estep 
Score: -21905928.000000 Penalty: 5958.329590
	Iteration 30Q: 3 clusters Score -2.190593e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 153211 members 
Entering Unmasked Estep 
Score: -21906050.000000 Penalty: 5958.329590
	Iteration 31Q: 3 clusters Score -2.190605e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 153628 members 
Entering Unmasked Estep 
Score: -21906122.000000 Penalty: 5958.329590
	Iteration 32Q: 3 clusters Score -2.190612e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -21906208.000000 Penalty: 5958.329590
	Iteration 33Q: 3 clusters Score -2.190621e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 154338 members 
Entering Unmasked Estep 
Score: -21906226.000000 Penalty: 5958.329590
	Iteration 34Q: 3 clusters Score -2.190623e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 154639 members 
Entering Unmasked Estep 
Score: -21906280.000000 Penalty: 5958.329590
	Iteration 35Q: 3 clusters Score -2.190628e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 154930 members 
Entering Unmasked Estep 
Score: -21906366.000000 Penalty: 5958.329590
	Iteration 36Q: 3 clusters Score -2.190637e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 155189 members 
Entering Unmasked Estep 
Score: -21906392.000000 Penalty: 5958.329590
	Iteration 37Q: 3 clusters Score -2.190639e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -21906436.000000 Penalty: 5958.329590
	Iteration 38Q: 3 clusters Score -2.190644e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 155582 members 
Entering Unmasked Estep 
Score: -21906450.000000 Penalty: 5958.329590
	Iteration 39Q: 3 clusters Score -2.190645e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -21906444.000000 Penalty: 5958.329590
	Iteration 40F: 3 clusters Score -2.190644e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -21906470.000000 Penalty: 5958.329590
	Iteration 41Q: 3 clusters Score -2.190647e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 156119 members 
Entering Unmasked Estep 
Score: -21906508.000000 Penalty: 5958.329590
	Iteration 42Q: 3 clusters Score -2.190651e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 156280 members 
Entering Unmasked Estep 
Score: -21906540.000000 Penalty: 5958.329590
	Iteration 43Q: 3 clusters Score -2.190654e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 156419 members 
Entering Unmasked Estep 
Score: -21906550.000000 Penalty: 5958.329590
	Iteration 44Q: 3 clusters Score -2.190655e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -21906570.000000 Penalty: 5958.329590
	Iteration 45Q: 3 clusters Score -2.190657e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 156686 members 
Entering Unmasked Estep 
Score: -21906548.000000 Penalty: 5958.329590
	Iteration 46Q: 3 clusters Score -2.190655e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -21906510.000000 Penalty: 5958.329590
	Iteration 47Q: 3 clusters Score -2.190651e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 156903 members 
Entering Unmasked Estep 
Score: -21906512.000000 Penalty: 5958.329590
	Iteration 48Q: 3 clusters Score -2.190651e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 157015 members 
Entering Unmasked Estep 
Score: -21906502.000000 Penalty: 5958.329590
	Iteration 49Q: 3 clusters Score -2.19065e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 157126 members 
Entering Unmasked Estep 
Score: -21906482.000000 Penalty: 5958.329590
	Iteration 50Q: 3 clusters Score -2.190648e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 157232 members 
Entering Unmasked Estep 
Score: -21906482.000000 Penalty: 5958.329590
	Iteration 51Q: 3 clusters Score -2.190648e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 157323 members 
Entering Unmasked Estep 
Score: -21906482.000000 Penalty: 5958.329590
	Iteration 52Q: 3 clusters Score -2.190648e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -21906566.000000 Penalty: 5958.329590
	Iteration 53Q: 3 clusters Score -2.190657e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 157520 members 
Entering Unmasked Estep 
Score: -21906534.000000 Penalty: 5958.329590
	Iteration 54Q: 3 clusters Score -2.190653e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 157611 members 
Entering Unmasked Estep 
Score: -21906528.000000 Penalty: 5958.329590
	Iteration 55Q: 3 clusters Score -2.190653e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -21906538.000000 Penalty: 5958.329590
	Iteration 56Q: 3 clusters Score -2.190654e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -21906586.000000 Penalty: 5958.329590
	Iteration 57Q: 3 clusters Score -2.190659e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 157906 members 
Entering Unmasked Estep 
Score: -21906590.000000 Penalty: 5958.329590
	Iteration 58Q: 3 clusters Score -2.190659e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 157991 members 
Entering Unmasked Estep 
Score: -21906552.000000 Penalty: 5958.329590
	Iteration 59Q: 3 clusters Score -2.190655e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 158062 members 
Entering Unmasked Estep 
Score: -21906610.000000 Penalty: 5958.329590
	Iteration 60F: 3 clusters Score -2.190661e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -21906616.000000 Penalty: 5958.329590
	Iteration 61Q: 3 clusters Score -2.190662e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -21906656.000000 Penalty: 5958.329590
	Iteration 62Q: 3 clusters Score -2.190666e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 158279 members 
Entering Unmasked Estep 
Score: -21906660.000000 Penalty: 5958.329590
	Iteration 63Q: 3 clusters Score -2.190666e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 158337 members 
Entering Unmasked Estep 
Score: -21906666.000000 Penalty: 5958.329590
	Iteration 64Q: 3 clusters Score -2.190667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -21906658.000000 Penalty: 5958.329590
	Iteration 65Q: 3 clusters Score -2.190666e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 158402 members 
Entering Unmasked Estep 
Score: -21906660.000000 Penalty: 5958.329590
	Iteration 66Q: 3 clusters Score -2.190666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 158435 members 
Entering Unmasked Estep 
Score: -21906668.000000 Penalty: 5958.329590
	Iteration 67Q: 3 clusters Score -2.190667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 158476 members 
Entering Unmasked Estep 
Score: -21906690.000000 Penalty: 5958.329590
	Iteration 68Q: 3 clusters Score -2.190669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 158521 members 
Entering Unmasked Estep 
Score: -21906658.000000 Penalty: 5958.329590
	Iteration 69Q: 3 clusters Score -2.190666e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 158570 members 
Entering Unmasked Estep 
Score: -21906660.000000 Penalty: 5958.329590
	Iteration 70Q: 3 clusters Score -2.190666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 158617 members 
Entering Unmasked Estep 
Score: -21906638.000000 Penalty: 5958.329590
	Iteration 71Q: 3 clusters Score -2.190664e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -21906662.000000 Penalty: 5958.329590
	Iteration 72Q: 3 clusters Score -2.190666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 158690 members 
Entering Unmasked Estep 
Score: -21906664.000000 Penalty: 5958.329590
	Iteration 73Q: 3 clusters Score -2.190666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 158716 members 
Entering Unmasked Estep 
Score: -21906656.000000 Penalty: 5958.329590
	Iteration 74Q: 3 clusters Score -2.190666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 158741 members 
Entering Unmasked Estep 
Score: -21906670.000000 Penalty: 5958.329590
	Iteration 75Q: 3 clusters Score -2.190667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 158764 members 
Entering Unmasked Estep 
Score: -21906686.000000 Penalty: 5958.329590
	Iteration 76Q: 3 clusters Score -2.190669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 158782 members 
Entering Unmasked Estep 
Score: -21906682.000000 Penalty: 5958.329590
	Iteration 77Q: 3 clusters Score -2.190668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 158803 members 
Entering Unmasked Estep 
Score: -21906690.000000 Penalty: 5958.329590
	Iteration 78Q: 3 clusters Score -2.190669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 158822 members 
Entering Unmasked Estep 
Score: -21906690.000000 Penalty: 5958.329590
	Iteration 79Q: 3 clusters Score -2.190669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 158848 members 
Entering Unmasked Estep 
Score: -21906686.000000 Penalty: 5958.329590
	Iteration 80F: 3 clusters Score -2.190669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 158871 members 
Entering Unmasked Estep 
Score: -21906688.000000 Penalty: 5958.329590
	Iteration 81Q: 3 clusters Score -2.190669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 158895 members 
Entering Unmasked Estep 
Score: -21906696.000000 Penalty: 5958.329590
	Iteration 82Q: 3 clusters Score -2.19067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 158911 members 
Entering Unmasked Estep 
Score: -21906706.000000 Penalty: 5958.329590
	Iteration 83Q: 3 clusters Score -2.190671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 158930 members 
Entering Unmasked Estep 
Score: -21906684.000000 Penalty: 5958.329590
	Iteration 84Q: 3 clusters Score -2.190668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -21906692.000000 Penalty: 5958.329590
	Iteration 85Q: 3 clusters Score -2.190669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 158956 members 
Entering Unmasked Estep 
Score: -21906700.000000 Penalty: 5958.329590
	Iteration 86Q: 3 clusters Score -2.19067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 158961 members 
Entering Unmasked Estep 
Score: -21906696.000000 Penalty: 5958.329590
	Iteration 87Q: 3 clusters Score -2.19067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 158964 members 
Entering Unmasked Estep 
Score: -21906688.000000 Penalty: 5958.329590
	Iteration 88Q: 3 clusters Score -2.190669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 158969 members 
Entering Unmasked Estep 
Score: -21906702.000000 Penalty: 5958.329590
	Iteration 89Q: 3 clusters Score -2.19067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 158974 members 
Entering Unmasked Estep 
Score: -21906686.000000 Penalty: 5958.329590
	Iteration 90Q: 3 clusters Score -2.190669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 158979 members 
Entering Unmasked Estep 
Score: -21906694.000000 Penalty: 5958.329590
	Iteration 91Q: 3 clusters Score -2.190669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -21906688.000000 Penalty: 5958.329590
	Iteration 92Q: 3 clusters Score -2.190669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -21906712.000000 Penalty: 5958.329590
	Iteration 93Q: 3 clusters Score -2.190671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -21906708.000000 Penalty: 5958.329590
	Iteration 94Q: 3 clusters Score -2.190671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -21906708.000000 Penalty: 5958.329590
	Iteration 95F: 3 clusters Score -2.190671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (147947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147947 members 
Entering Unmasked Estep 
Score: -19521476.000000 Penalty: 2952.343262
	Iteration 0F: 2 clusters Score -1.952148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -19422358.000000 Penalty: 5904.686523
	Iteration 0F: 3 clusters Score -1.942236e+07 nChanged 70882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -19463374.000000 Penalty: 5904.686523
	Iteration 1F: 3 clusters Score -1.946337e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -19464236.000000 Penalty: 5904.686523
	Iteration 2Q: 3 clusters Score -1.946424e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -19465342.000000 Penalty: 5904.686523
	Iteration 3Q: 3 clusters Score -1.946534e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -19467174.000000 Penalty: 5904.686523
	Iteration 4Q: 3 clusters Score -1.946717e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -19470066.000000 Penalty: 5904.686523
	Iteration 5Q: 3 clusters Score -1.947007e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100292 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -19475300.000000 Penalty: 5904.686523
	Iteration 6F: 3 clusters Score -1.94753e+07 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -19484404.000000 Penalty: 5904.686523
	Iteration 7F: 3 clusters Score -1.94844e+07 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125319 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -19496582.000000 Penalty: 5904.686523
	Iteration 8F: 3 clusters Score -1.949658e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136886 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -19508138.000000 Penalty: 5904.686523
	Iteration 9F: 3 clusters Score -1.950814e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143786 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -19514924.000000 Penalty: 5904.686523
	Iteration 10Q: 3 clusters Score -1.951492e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146645 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19517594.000000 Penalty: 5904.686523
	Iteration 11Q: 3 clusters Score -1.951759e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -19518340.000000 Penalty: 5904.686523
	Iteration 12Q: 3 clusters Score -1.951834e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19518606.000000 Penalty: 5904.686523
	Iteration 13Q: 3 clusters Score -1.951861e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19518744.000000 Penalty: 5904.686523
	Iteration 14Q: 3 clusters Score -1.951874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147744 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19518792.000000 Penalty: 5904.686523
	Iteration 15Q: 3 clusters Score -1.951879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19518802.000000 Penalty: 5904.686523
	Iteration 16Q: 3 clusters Score -1.95188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19518802.000000 Penalty: 5904.686523
	Iteration 17F: 3 clusters Score -1.95188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -155599.781250 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -155599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153571.406250 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -153571.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155053.984375 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -155054 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156864.546875 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -156864.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -158205.968750 Penalty: 3636.530762
	Iteration 3F: 3 clusters Score -158206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -158943.890625 Penalty: 3636.530762
	Iteration 4Q: 3 clusters Score -158943.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -159446.437500 Penalty: 3636.530762
	Iteration 5Q: 3 clusters Score -159446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -159501.421875 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -159501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -159503.859375 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -159503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -159505.796875 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -159505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -159505.796875 Penalty: 3636.530762
	Iteration 9F: 3 clusters Score -159505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133213 members 
Mstep: Class 3 contains 164845 members 
Mstep: Class 4 contains 147947 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 4601 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 13 contains 39235 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 57831 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 64345 members 
Mstep: Class 19 contains 180324 members 
Mstep: Class 20 contains 81587 members 
Mstep: Class 21 contains 26218 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 23764 members 
Mstep: Class 24 contains 5244 members 
Entering Unmasked Estep 
Score: -133177488.000000 Penalty: 72094.000000
Splitting cluster 5 changes total score from -133173480.000000 to -133177488.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -580967.875000 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -580967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -576702.812500 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -576702.8 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -577826.562500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -577826.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -578234.187500 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -578234.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -578708.250000 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -578708.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -579271.437500 Penalty: 4183.278320
	Iteration 4F: 3 clusters Score -579271.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -579864.875000 Penalty: 4183.278320
	Iteration 5F: 3 clusters Score -579864.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -580328.375000 Penalty: 4183.278320
	Iteration 6F: 3 clusters Score -580328.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -580644.187500 Penalty: 4183.278320
	Iteration 7F: 3 clusters Score -580644.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -580878.062500 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -580878.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -581057.687500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -581057.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -581226.375000 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -581226.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -581344.437500 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -581344.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -581404.937500 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -581404.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -581425.875000 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -581425.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -581435.500000 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -581435.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -581441.812500 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -581441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -581444.000000 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -581444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -581446.562500 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -581446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -581448.000000 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -581448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -581448.437500 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -581448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -581448.750000 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -581448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -581449.250000 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -581449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -581450.062500 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -581450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -581450.062500 Penalty: 4183.278320
	Iteration 23F: 3 clusters Score -581450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133213 members 
Mstep: Class 3 contains 164845 members 
Mstep: Class 4 contains 147947 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 13 contains 39235 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 57831 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 64345 members 
Mstep: Class 19 contains 180324 members 
Mstep: Class 20 contains 81587 members 
Mstep: Class 21 contains 26218 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 23764 members 
Mstep: Class 24 contains 5244 members 
Entering Unmasked Estep 
Score: -133176720.000000 Penalty: 75527.054688
Splitting cluster 6 changes total score from -133173480.000000 to -133176720.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -275407.812500 Penalty: 1904.110229
	Iteration 0F: 2 clusters Score -275407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -272697.343750 Penalty: 3808.220459
	Iteration 0F: 3 clusters Score -272697.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -273317.875000 Penalty: 3808.220459
	Iteration 1F: 3 clusters Score -273317.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -273546.875000 Penalty: 3808.220459
	Iteration 2F: 3 clusters Score -273546.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -273842.531250 Penalty: 3808.220459
	Iteration 3F: 3 clusters Score -273842.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -274246.062500 Penalty: 3808.220459
	Iteration 4F: 3 clusters Score -274246.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -274692.906250 Penalty: 3808.220459
	Iteration 5F: 3 clusters Score -274692.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -275075.531250 Penalty: 3808.220459
	Iteration 6F: 3 clusters Score -275075.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -275292.125000 Penalty: 3808.220459
	Iteration 7Q: 3 clusters Score -275292.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -275443.968750 Penalty: 3808.220459
	Iteration 8Q: 3 clusters Score -275444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275552.750000 Penalty: 3808.220459
	Iteration 9Q: 3 clusters Score -275552.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -275593.781250 Penalty: 3808.220459
	Iteration 10Q: 3 clusters Score -275593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -275614.750000 Penalty: 3808.220459
	Iteration 11Q: 3 clusters Score -275614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -275620.531250 Penalty: 3808.220459
	Iteration 12Q: 3 clusters Score -275620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -275622.687500 Penalty: 3808.220459
	Iteration 13Q: 3 clusters Score -275622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -275625.781250 Penalty: 3808.220459
	Iteration 14Q: 3 clusters Score -275625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -275627.843750 Penalty: 3808.220459
	Iteration 15Q: 3 clusters Score -275627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -275629.093750 Penalty: 3808.220459
	Iteration 16Q: 3 clusters Score -275629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -275631.468750 Penalty: 3808.220459
	Iteration 17Q: 3 clusters Score -275631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -275632.812500 Penalty: 3808.220459
	Iteration 18Q: 3 clusters Score -275632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -275632.812500 Penalty: 3808.220459
	Iteration 19F: 3 clusters Score -275632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133213 members 
Mstep: Class 3 contains 164845 members 
Mstep: Class 4 contains 147947 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 39235 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 57831 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 64345 members 
Mstep: Class 19 contains 180324 members 
Mstep: Class 20 contains 81587 members 
Mstep: Class 21 contains 26218 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 23764 members 
Mstep: Class 24 contains 5244 members 
Entering Unmasked Estep 
Score: -133175584.000000 Penalty: 78960.101562
Splitting cluster 8 changes total score from -133173480.000000 to -133175584.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -321891.343750 Penalty: 1977.854736
	Iteration 0F: 2 clusters Score -321891.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318846.375000 Penalty: 3955.709473
	Iteration 0F: 3 clusters Score -318846.4 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -320824.187500 Penalty: 3955.709473
	Iteration 1F: 3 clusters Score -320824.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -323179.531250 Penalty: 3955.709473
	Iteration 2F: 3 clusters Score -323179.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -324636.812500 Penalty: 3955.709473
	Iteration 3F: 3 clusters Score -324636.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -324854.281250 Penalty: 3955.709473
	Iteration 4Q: 3 clusters Score -324854.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -324904.843750 Penalty: 3955.709473
	Iteration 5Q: 3 clusters Score -324904.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -324921.156250 Penalty: 3955.709473
	Iteration 6Q: 3 clusters Score -324921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -324924.000000 Penalty: 3955.709473
	Iteration 7Q: 3 clusters Score -324924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -324924.875000 Penalty: 3955.709473
	Iteration 8Q: 3 clusters Score -324924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -324925.937500 Penalty: 3955.709473
	Iteration 9Q: 3 clusters Score -324925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -324925.937500 Penalty: 3955.709473
	Iteration 10F: 3 clusters Score -324925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133213 members 
Mstep: Class 3 contains 164845 members 
Mstep: Class 4 contains 147947 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 39235 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 57831 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 64345 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 180324 members 
Mstep: Class 20 contains 81587 members 
Mstep: Class 21 contains 26218 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 23764 members 
Mstep: Class 24 contains 5244 members 
Entering Unmasked Estep 
Score: -133177128.000000 Penalty: 82393.148438
Splitting cluster 9 changes total score from -133173480.000000 to -133177128.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 10 (18536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Entering Unmasked Estep 
Score: -2377232.250000 Penalty: 2437.212402
	Iteration 0F: 2 clusters Score -2377232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2364155.500000 Penalty: 4874.424805
	Iteration 0F: 3 clusters Score -2364156 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2368698.250000 Penalty: 4874.424805
	Iteration 1F: 3 clusters Score -2368698 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2369922.000000 Penalty: 4874.424805
	Iteration 2F: 3 clusters Score -2369922 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2371565.500000 Penalty: 4874.424805
	Iteration 3F: 3 clusters Score -2371566 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2373381.750000 Penalty: 4874.424805
	Iteration 4F: 3 clusters Score -2373382 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2374775.250000 Penalty: 4874.424805
	Iteration 5F: 3 clusters Score -2374775 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2375543.250000 Penalty: 4874.424805
	Iteration 6F: 3 clusters Score -2375543 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2375926.000000 Penalty: 4874.424805
	Iteration 7Q: 3 clusters Score -2375926 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2376119.000000 Penalty: 4874.424805
	Iteration 8Q: 3 clusters Score -2376119 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2376222.750000 Penalty: 4874.424805
	Iteration 9Q: 3 clusters Score -2376223 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2376285.750000 Penalty: 4874.424805
	Iteration 10Q: 3 clusters Score -2376286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2376338.000000 Penalty: 4874.424805
	Iteration 11Q: 3 clusters Score -2376338 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2376374.250000 Penalty: 4874.424805
	Iteration 12Q: 3 clusters Score -2376374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2376409.500000 Penalty: 4874.424805
	Iteration 13Q: 3 clusters Score -2376410 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2376441.250000 Penalty: 4874.424805
	Iteration 14Q: 3 clusters Score -2376441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2376455.000000 Penalty: 4874.424805
	Iteration 15Q: 3 clusters Score -2376455 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2376477.750000 Penalty: 4874.424805
	Iteration 16Q: 3 clusters Score -2376478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2376504.750000 Penalty: 4874.424805
	Iteration 17Q: 3 clusters Score -2376505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2376522.250000 Penalty: 4874.424805
	Iteration 18Q: 3 clusters Score -2376522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2376546.250000 Penalty: 4874.424805
	Iteration 19Q: 3 clusters Score -2376546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2376568.000000 Penalty: 4874.424805
	Iteration 20F: 3 clusters Score -2376568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2376590.250000 Penalty: 4874.424805
	Iteration 21Q: 3 clusters Score -2376590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2376604.250000 Penalty: 4874.424805
	Iteration 22Q: 3 clusters Score -2376604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2376626.000000 Penalty: 4874.424805
	Iteration 23Q: 3 clusters Score -2376626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2376637.750000 Penalty: 4874.424805
	Iteration 24Q: 3 clusters Score -2376638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2376651.250000 Penalty: 4874.424805
	Iteration 25Q: 3 clusters Score -2376651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2376667.000000 Penalty: 4874.424805
	Iteration 26Q: 3 clusters Score -2376667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2376688.250000 Penalty: 4874.424805
	Iteration 27Q: 3 clusters Score -2376688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2376716.500000 Penalty: 4874.424805
	Iteration 28Q: 3 clusters Score -2376716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2376751.500000 Penalty: 4874.424805
	Iteration 29Q: 3 clusters Score -2376752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2376805.000000 Penalty: 4874.424805
	Iteration 30Q: 3 clusters Score -2376805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2376863.000000 Penalty: 4874.424805
	Iteration 31Q: 3 clusters Score -2376863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2376901.500000 Penalty: 4874.424805
	Iteration 32Q: 3 clusters Score -2376902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2376929.750000 Penalty: 4874.424805
	Iteration 33Q: 3 clusters Score -2376930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2376945.250000 Penalty: 4874.424805
	Iteration 34Q: 3 clusters Score -2376945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2376953.500000 Penalty: 4874.424805
	Iteration 35Q: 3 clusters Score -2376954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2376964.000000 Penalty: 4874.424805
	Iteration 36Q: 3 clusters Score -2376964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2376973.750000 Penalty: 4874.424805
	Iteration 37Q: 3 clusters Score -2376974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2376984.500000 Penalty: 4874.424805
	Iteration 38Q: 3 clusters Score -2376984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2376985.250000 Penalty: 4874.424805
	Iteration 39Q: 3 clusters Score -2376985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2376987.750000 Penalty: 4874.424805
	Iteration 40F: 3 clusters Score -2376988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2376992.000000 Penalty: 4874.424805
	Iteration 41Q: 3 clusters Score -2376992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2376990.000000 Penalty: 4874.424805
	Iteration 42Q: 3 clusters Score -2376990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2376996.000000 Penalty: 4874.424805
	Iteration 43Q: 3 clusters Score -2376996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2376993.750000 Penalty: 4874.424805
	Iteration 44Q: 3 clusters Score -2376994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2376994.250000 Penalty: 4874.424805
	Iteration 45Q: 3 clusters Score -2376994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2376995.250000 Penalty: 4874.424805
	Iteration 46Q: 3 clusters Score -2376995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2376993.500000 Penalty: 4874.424805
	Iteration 47Q: 3 clusters Score -2376994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2376993.500000 Penalty: 4874.424805
	Iteration 48F: 3 clusters Score -2376994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Entering Unmasked Estep 
Score: -5323931.000000 Penalty: 2623.176514
	Iteration 0F: 2 clusters Score -5323931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -5297394.000000 Penalty: 5246.353027
	Iteration 0F: 3 clusters Score -5297394 nChanged 17827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -5307018.500000 Penalty: 5246.353027
	Iteration 1F: 3 clusters Score -5307018 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5307427.500000 Penalty: 5246.353027
	Iteration 2Q: 3 clusters Score -5307428 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -5307763.500000 Penalty: 5246.353027
	Iteration 3Q: 3 clusters Score -5307764 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -5308105.500000 Penalty: 5246.353027
	Iteration 4Q: 3 clusters Score -5308106 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -5308406.000000 Penalty: 5246.353027
	Iteration 5Q: 3 clusters Score -5308406 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5308761.000000 Penalty: 5246.353027
	Iteration 6Q: 3 clusters Score -5308761 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -5309221.000000 Penalty: 5246.353027
	Iteration 7Q: 3 clusters Score -5309221 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -5309808.000000 Penalty: 5246.353027
	Iteration 8Q: 3 clusters Score -5309808 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5310630.000000 Penalty: 5246.353027
	Iteration 9Q: 3 clusters Score -5310630 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -5311721.500000 Penalty: 5246.353027
	Iteration 10Q: 3 clusters Score -5311722 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -5313101.000000 Penalty: 5246.353027
	Iteration 11Q: 3 clusters Score -5313101 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -5314563.500000 Penalty: 5246.353027
	Iteration 12F: 3 clusters Score -5314564 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -5315829.500000 Penalty: 5246.353027
	Iteration 13Q: 3 clusters Score -5315830 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -5316730.500000 Penalty: 5246.353027
	Iteration 14Q: 3 clusters Score -5316730 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -5317265.500000 Penalty: 5246.353027
	Iteration 15Q: 3 clusters Score -5317266 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -5317574.500000 Penalty: 5246.353027
	Iteration 16Q: 3 clusters Score -5317574 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -5317837.500000 Penalty: 5246.353027
	Iteration 17Q: 3 clusters Score -5317838 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -5318051.000000 Penalty: 5246.353027
	Iteration 18Q: 3 clusters Score -5318051 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -5318226.500000 Penalty: 5246.353027
	Iteration 19Q: 3 clusters Score -5318226 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -5318405.500000 Penalty: 5246.353027
	Iteration 20F: 3 clusters Score -5318406 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -5318596.500000 Penalty: 5246.353027
	Iteration 21Q: 3 clusters Score -5318596 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5318772.500000 Penalty: 5246.353027
	Iteration 22Q: 3 clusters Score -5318772 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5318916.500000 Penalty: 5246.353027
	Iteration 23Q: 3 clusters Score -5318916 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -5319100.500000 Penalty: 5246.353027
	Iteration 24Q: 3 clusters Score -5319100 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5319275.500000 Penalty: 5246.353027
	Iteration 25Q: 3 clusters Score -5319276 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -5319469.500000 Penalty: 5246.353027
	Iteration 26Q: 3 clusters Score -5319470 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -5319687.000000 Penalty: 5246.353027
	Iteration 27Q: 3 clusters Score -5319687 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5319841.500000 Penalty: 5246.353027
	Iteration 28Q: 3 clusters Score -5319842 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -5320009.500000 Penalty: 5246.353027
	Iteration 29Q: 3 clusters Score -5320010 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -5320152.000000 Penalty: 5246.353027
	Iteration 30Q: 3 clusters Score -5320152 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -5320314.500000 Penalty: 5246.353027
	Iteration 31Q: 3 clusters Score -5320314 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -5320461.500000 Penalty: 5246.353027
	Iteration 32Q: 3 clusters Score -5320462 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5320590.500000 Penalty: 5246.353027
	Iteration 33Q: 3 clusters Score -5320590 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -5320730.500000 Penalty: 5246.353027
	Iteration 34Q: 3 clusters Score -5320730 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -5320858.000000 Penalty: 5246.353027
	Iteration 35Q: 3 clusters Score -5320858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -5320980.500000 Penalty: 5246.353027
	Iteration 36Q: 3 clusters Score -5320980 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -5321081.500000 Penalty: 5246.353027
	Iteration 37Q: 3 clusters Score -5321082 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5321156.000000 Penalty: 5246.353027
	Iteration 38Q: 3 clusters Score -5321156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -5321207.500000 Penalty: 5246.353027
	Iteration 39Q: 3 clusters Score -5321208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -5321241.500000 Penalty: 5246.353027
	Iteration 40F: 3 clusters Score -5321242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5321279.000000 Penalty: 5246.353027
	Iteration 41Q: 3 clusters Score -5321279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -5321328.000000 Penalty: 5246.353027
	Iteration 42Q: 3 clusters Score -5321328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5321395.500000 Penalty: 5246.353027
	Iteration 43Q: 3 clusters Score -5321396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -5321440.000000 Penalty: 5246.353027
	Iteration 44Q: 3 clusters Score -5321440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -5321463.500000 Penalty: 5246.353027
	Iteration 45Q: 3 clusters Score -5321464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5321512.500000 Penalty: 5246.353027
	Iteration 46Q: 3 clusters Score -5321512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5321537.500000 Penalty: 5246.353027
	Iteration 47Q: 3 clusters Score -5321538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -5321558.500000 Penalty: 5246.353027
	Iteration 48Q: 3 clusters Score -5321558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5321575.000000 Penalty: 5246.353027
	Iteration 49Q: 3 clusters Score -5321575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5321592.000000 Penalty: 5246.353027
	Iteration 50Q: 3 clusters Score -5321592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5321602.500000 Penalty: 5246.353027
	Iteration 51Q: 3 clusters Score -5321602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -5321609.000000 Penalty: 5246.353027
	Iteration 52Q: 3 clusters Score -5321609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5321620.500000 Penalty: 5246.353027
	Iteration 53Q: 3 clusters Score -5321620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5321629.000000 Penalty: 5246.353027
	Iteration 54Q: 3 clusters Score -5321629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -5321637.500000 Penalty: 5246.353027
	Iteration 55Q: 3 clusters Score -5321638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -5321644.500000 Penalty: 5246.353027
	Iteration 56Q: 3 clusters Score -5321644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -5321641.500000 Penalty: 5246.353027
	Iteration 57Q: 3 clusters Score -5321642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5321646.500000 Penalty: 5246.353027
	Iteration 58Q: 3 clusters Score -5321646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -5321652.000000 Penalty: 5246.353027
	Iteration 59Q: 3 clusters Score -5321652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -5321652.000000 Penalty: 5246.353027
	Iteration 60F: 3 clusters Score -5321652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Entering Unmasked Estep 
Score: -5778706.500000 Penalty: 2651.241455
	Iteration 0F: 2 clusters Score -5778706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5748841.000000 Penalty: 5302.482910
	Iteration 0F: 3 clusters Score -5748841 nChanged 20216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -5760303.500000 Penalty: 5302.482910
	Iteration 1F: 3 clusters Score -5760304 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -5761070.000000 Penalty: 5302.482910
	Iteration 2Q: 3 clusters Score -5761070 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -5761934.500000 Penalty: 5302.482910
	Iteration 3Q: 3 clusters Score -5761934 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -5762889.000000 Penalty: 5302.482910
	Iteration 4Q: 3 clusters Score -5762889 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -5763864.500000 Penalty: 5302.482910
	Iteration 5Q: 3 clusters Score -5763864 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -5765029.500000 Penalty: 5302.482910
	Iteration 6Q: 3 clusters Score -5765030 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5766433.500000 Penalty: 5302.482910
	Iteration 7F: 3 clusters Score -5766434 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5767890.000000 Penalty: 5302.482910
	Iteration 8F: 3 clusters Score -5767890 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -5769349.500000 Penalty: 5302.482910
	Iteration 9Q: 3 clusters Score -5769350 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -5770628.000000 Penalty: 5302.482910
	Iteration 10Q: 3 clusters Score -5770628 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -5771719.000000 Penalty: 5302.482910
	Iteration 11Q: 3 clusters Score -5771719 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -5772642.000000 Penalty: 5302.482910
	Iteration 12Q: 3 clusters Score -5772642 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -5773369.500000 Penalty: 5302.482910
	Iteration 13Q: 3 clusters Score -5773370 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -5773998.500000 Penalty: 5302.482910
	Iteration 14Q: 3 clusters Score -5773998 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5774524.000000 Penalty: 5302.482910
	Iteration 15Q: 3 clusters Score -5774524 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5774999.500000 Penalty: 5302.482910
	Iteration 16Q: 3 clusters Score -5775000 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5775313.500000 Penalty: 5302.482910
	Iteration 17Q: 3 clusters Score -5775314 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5775611.500000 Penalty: 5302.482910
	Iteration 18Q: 3 clusters Score -5775612 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5775838.500000 Penalty: 5302.482910
	Iteration 19Q: 3 clusters Score -5775838 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5775951.000000 Penalty: 5302.482910
	Iteration 20F: 3 clusters Score -5775951 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5776045.000000 Penalty: 5302.482910
	Iteration 21Q: 3 clusters Score -5776045 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5776128.500000 Penalty: 5302.482910
	Iteration 22Q: 3 clusters Score -5776128 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5776178.500000 Penalty: 5302.482910
	Iteration 23Q: 3 clusters Score -5776178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5776225.000000 Penalty: 5302.482910
	Iteration 24Q: 3 clusters Score -5776225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5776262.500000 Penalty: 5302.482910
	Iteration 25Q: 3 clusters Score -5776262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5776275.000000 Penalty: 5302.482910
	Iteration 26Q: 3 clusters Score -5776275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5776310.000000 Penalty: 5302.482910
	Iteration 27Q: 3 clusters Score -5776310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5776320.500000 Penalty: 5302.482910
	Iteration 28Q: 3 clusters Score -5776320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5776334.000000 Penalty: 5302.482910
	Iteration 29Q: 3 clusters Score -5776334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5776351.000000 Penalty: 5302.482910
	Iteration 30Q: 3 clusters Score -5776351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5776348.000000 Penalty: 5302.482910
	Iteration 31Q: 3 clusters Score -5776348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5776367.000000 Penalty: 5302.482910
	Iteration 32Q: 3 clusters Score -5776367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5776360.000000 Penalty: 5302.482910
	Iteration 33Q: 3 clusters Score -5776360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5776369.000000 Penalty: 5302.482910
	Iteration 34Q: 3 clusters Score -5776369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5776380.000000 Penalty: 5302.482910
	Iteration 35Q: 3 clusters Score -5776380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5776391.500000 Penalty: 5302.482910
	Iteration 36Q: 3 clusters Score -5776392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5776398.500000 Penalty: 5302.482910
	Iteration 37Q: 3 clusters Score -5776398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5776396.500000 Penalty: 5302.482910
	Iteration 38Q: 3 clusters Score -5776396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5776400.000000 Penalty: 5302.482910
	Iteration 39Q: 3 clusters Score -5776400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5776411.500000 Penalty: 5302.482910
	Iteration 40F: 3 clusters Score -5776412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5776405.500000 Penalty: 5302.482910
	Iteration 41Q: 3 clusters Score -5776406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5776407.000000 Penalty: 5302.482910
	Iteration 42Q: 3 clusters Score -5776407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5776411.500000 Penalty: 5302.482910
	Iteration 43Q: 3 clusters Score -5776412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5776416.000000 Penalty: 5302.482910
	Iteration 44Q: 3 clusters Score -5776416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5776416.000000 Penalty: 5302.482910
	Iteration 45F: 3 clusters Score -5776416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Entering Unmasked Estep 
Score: -7195924.000000 Penalty: 2719.389648
	Iteration 0F: 2 clusters Score -7195924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -7156962.500000 Penalty: 5438.779297
	Iteration 0F: 3 clusters Score -7156962 nChanged 26946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -7172431.500000 Penalty: 5438.779297
	Iteration 1F: 3 clusters Score -7172432 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -7173240.500000 Penalty: 5438.779297
	Iteration 2Q: 3 clusters Score -7173240 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -7174210.000000 Penalty: 5438.779297
	Iteration 3Q: 3 clusters Score -7174210 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -7175347.500000 Penalty: 5438.779297
	Iteration 4Q: 3 clusters Score -7175348 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -7176909.500000 Penalty: 5438.779297
	Iteration 5F: 3 clusters Score -7176910 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -7179097.000000 Penalty: 5438.779297
	Iteration 6F: 3 clusters Score -7179097 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -7181973.000000 Penalty: 5438.779297
	Iteration 7F: 3 clusters Score -7181973 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7185414.000000 Penalty: 5438.779297
	Iteration 8F: 3 clusters Score -7185414 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -7188607.500000 Penalty: 5438.779297
	Iteration 9F: 3 clusters Score -7188608 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -7191304.000000 Penalty: 5438.779297
	Iteration 10F: 3 clusters Score -7191304 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -7193587.000000 Penalty: 5438.779297
	Iteration 11Q: 3 clusters Score -7193587 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -7195314.500000 Penalty: 5438.779297
	Iteration 12Q: 3 clusters Score -7195314 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -7196407.500000 Penalty: 5438.779297
	Iteration 13Q: 3 clusters Score -7196408 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -7196972.500000 Penalty: 5438.779297
	Iteration 14Q: 3 clusters Score -7196972 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -7197276.500000 Penalty: 5438.779297
	Iteration 15Q: 3 clusters Score -7197276 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -7197530.500000 Penalty: 5438.779297
	Iteration 16Q: 3 clusters Score -7197530 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -7197718.500000 Penalty: 5438.779297
	Iteration 17Q: 3 clusters Score -7197718 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -7197821.000000 Penalty: 5438.779297
	Iteration 18Q: 3 clusters Score -7197821 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -7197901.500000 Penalty: 5438.779297
	Iteration 19Q: 3 clusters Score -7197902 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -7198016.000000 Penalty: 5438.779297
	Iteration 20F: 3 clusters Score -7198016 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -7198066.500000 Penalty: 5438.779297
	Iteration 21Q: 3 clusters Score -7198066 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -7198111.000000 Penalty: 5438.779297
	Iteration 22Q: 3 clusters Score -7198111 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -7198153.500000 Penalty: 5438.779297
	Iteration 23Q: 3 clusters Score -7198154 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -7198178.500000 Penalty: 5438.779297
	Iteration 24Q: 3 clusters Score -7198178 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -7198194.000000 Penalty: 5438.779297
	Iteration 25Q: 3 clusters Score -7198194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -7198224.000000 Penalty: 5438.779297
	Iteration 26Q: 3 clusters Score -7198224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -7198245.000000 Penalty: 5438.779297
	Iteration 27Q: 3 clusters Score -7198245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -7198244.500000 Penalty: 5438.779297
	Iteration 28Q: 3 clusters Score -7198244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -7198245.500000 Penalty: 5438.779297
	Iteration 29Q: 3 clusters Score -7198246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -7198271.000000 Penalty: 5438.779297
	Iteration 30Q: 3 clusters Score -7198271 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -7198278.000000 Penalty: 5438.779297
	Iteration 31Q: 3 clusters Score -7198278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -7198276.000000 Penalty: 5438.779297
	Iteration 32Q: 3 clusters Score -7198276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -7198271.500000 Penalty: 5438.779297
	Iteration 33Q: 3 clusters Score -7198272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -7198271.000000 Penalty: 5438.779297
	Iteration 34Q: 3 clusters Score -7198271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -7198272.000000 Penalty: 5438.779297
	Iteration 35Q: 3 clusters Score -7198272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -7198286.000000 Penalty: 5438.779297
	Iteration 36Q: 3 clusters Score -7198286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -7198288.000000 Penalty: 5438.779297
	Iteration 37Q: 3 clusters Score -7198288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -7198286.500000 Penalty: 5438.779297
	Iteration 38Q: 3 clusters Score -7198286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -7198288.000000 Penalty: 5438.779297
	Iteration 39Q: 3 clusters Score -7198288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -7198286.500000 Penalty: 5438.779297
	Iteration 40F: 3 clusters Score -7198286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -7198292.500000 Penalty: 5438.779297
	Iteration 41Q: 3 clusters Score -7198292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -7198283.000000 Penalty: 5438.779297
	Iteration 42Q: 3 clusters Score -7198283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -7198288.000000 Penalty: 5438.779297
	Iteration 43Q: 3 clusters Score -7198288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -7198293.000000 Penalty: 5438.779297
	Iteration 44Q: 3 clusters Score -7198293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7198293.500000 Penalty: 5438.779297
	Iteration 45Q: 3 clusters Score -7198294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -7198298.500000 Penalty: 5438.779297
	Iteration 46Q: 3 clusters Score -7198298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -7198296.000000 Penalty: 5438.779297
	Iteration 47Q: 3 clusters Score -7198296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -7198316.500000 Penalty: 5438.779297
	Iteration 48Q: 3 clusters Score -7198316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -7198305.000000 Penalty: 5438.779297
	Iteration 49Q: 3 clusters Score -7198305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -7198309.500000 Penalty: 5438.779297
	Iteration 50Q: 3 clusters Score -7198310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -7198304.500000 Penalty: 5438.779297
	Iteration 51Q: 3 clusters Score -7198304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -7198304.500000 Penalty: 5438.779297
	Iteration 52F: 3 clusters Score -7198304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133213 members 
Mstep: Class 3 contains 164845 members 
Mstep: Class 4 contains 147947 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 39235 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 51583 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 64345 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 180324 members 
Mstep: Class 20 contains 81587 members 
Mstep: Class 21 contains 26218 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 23764 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 6248 members 
Entering Unmasked Estep 
Score: -133177072.000000 Penalty: 85826.195312
Splitting cluster 15 changes total score from -133173480.000000 to -133177072.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (28196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Entering Unmasked Estep 
Score: -3784711.000000 Penalty: 2541.239990
	Iteration 0F: 2 clusters Score -3784711 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 14138 members 
Entering Unmasked Estep 
Score: -3765289.000000 Penalty: 5082.479980
	Iteration 0F: 3 clusters Score -3765289 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3772570.250000 Penalty: 5082.479980
	Iteration 1F: 3 clusters Score -3772570 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3774264.000000 Penalty: 5082.479980
	Iteration 2F: 3 clusters Score -3774264 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3776152.750000 Penalty: 5082.479980
	Iteration 3F: 3 clusters Score -3776153 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3778131.250000 Penalty: 5082.479980
	Iteration 4F: 3 clusters Score -3778131 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3780222.500000 Penalty: 5082.479980
	Iteration 5F: 3 clusters Score -3780222 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3782172.250000 Penalty: 5082.479980
	Iteration 6F: 3 clusters Score -3782172 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3783728.000000 Penalty: 5082.479980
	Iteration 7F: 3 clusters Score -3783728 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3784857.000000 Penalty: 5082.479980
	Iteration 8F: 3 clusters Score -3784857 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3785604.250000 Penalty: 5082.479980
	Iteration 9Q: 3 clusters Score -3785604 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3786046.250000 Penalty: 5082.479980
	Iteration 10Q: 3 clusters Score -3786046 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3786348.750000 Penalty: 5082.479980
	Iteration 11Q: 3 clusters Score -3786349 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3786568.000000 Penalty: 5082.479980
	Iteration 12Q: 3 clusters Score -3786568 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3786694.250000 Penalty: 5082.479980
	Iteration 13Q: 3 clusters Score -3786694 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3786769.500000 Penalty: 5082.479980
	Iteration 14Q: 3 clusters Score -3786770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3786837.750000 Penalty: 5082.479980
	Iteration 15Q: 3 clusters Score -3786838 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3786864.000000 Penalty: 5082.479980
	Iteration 16Q: 3 clusters Score -3786864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3786894.500000 Penalty: 5082.479980
	Iteration 17Q: 3 clusters Score -3786894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3786907.250000 Penalty: 5082.479980
	Iteration 18Q: 3 clusters Score -3786907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3786913.250000 Penalty: 5082.479980
	Iteration 19Q: 3 clusters Score -3786913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3786916.000000 Penalty: 5082.479980
	Iteration 20F: 3 clusters Score -3786916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3786912.500000 Penalty: 5082.479980
	Iteration 21Q: 3 clusters Score -3786912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3786918.750000 Penalty: 5082.479980
	Iteration 22Q: 3 clusters Score -3786919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3786912.250000 Penalty: 5082.479980
	Iteration 23Q: 3 clusters Score -3786912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3786913.000000 Penalty: 5082.479980
	Iteration 24Q: 3 clusters Score -3786913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3786912.250000 Penalty: 5082.479980
	Iteration 25Q: 3 clusters Score -3786912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3786912.250000 Penalty: 5082.479980
	Iteration 26F: 3 clusters Score -3786912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133213 members 
Mstep: Class 3 contains 164845 members 
Mstep: Class 4 contains 147947 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 39235 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 51583 members 
Mstep: Class 16 contains 26611 members 
Mstep: Class 17 contains 64345 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 180324 members 
Mstep: Class 20 contains 81587 members 
Mstep: Class 21 contains 26218 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 23764 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 1585 members 
Entering Unmasked Estep 
Score: -133178672.000000 Penalty: 89259.242188
Splitting cluster 16 changes total score from -133173480.000000 to -133178672.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (64345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Entering Unmasked Estep 
Score: -8565773.000000 Penalty: 2745.859619
	Iteration 0F: 2 clusters Score -8565773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -8522640.000000 Penalty: 5491.719238
	Iteration 0F: 3 clusters Score -8522640 nChanged 29946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -8539362.000000 Penalty: 5491.719238
	Iteration 1F: 3 clusters Score -8539362 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -8540064.000000 Penalty: 5491.719238
	Iteration 2Q: 3 clusters Score -8540064 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -8541088.000000 Penalty: 5491.719238
	Iteration 3Q: 3 clusters Score -8541088 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -8542749.000000 Penalty: 5491.719238
	Iteration 4F: 3 clusters Score -8542749 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -8545192.000000 Penalty: 5491.719238
	Iteration 5F: 3 clusters Score -8545192 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -8548634.000000 Penalty: 5491.719238
	Iteration 6F: 3 clusters Score -8548634 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -8552596.000000 Penalty: 5491.719238
	Iteration 7F: 3 clusters Score -8552596 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -8556503.000000 Penalty: 5491.719238
	Iteration 8F: 3 clusters Score -8556503 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -8559317.000000 Penalty: 5491.719238
	Iteration 9Q: 3 clusters Score -8559317 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -8560944.000000 Penalty: 5491.719238
	Iteration 10Q: 3 clusters Score -8560944 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -8561773.000000 Penalty: 5491.719238
	Iteration 11Q: 3 clusters Score -8561773 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8562243.000000 Penalty: 5491.719238
	Iteration 12Q: 3 clusters Score -8562243 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8562517.000000 Penalty: 5491.719238
	Iteration 13Q: 3 clusters Score -8562517 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8562712.000000 Penalty: 5491.719238
	Iteration 14Q: 3 clusters Score -8562712 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -8562881.000000 Penalty: 5491.719238
	Iteration 15Q: 3 clusters Score -8562881 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8562998.000000 Penalty: 5491.719238
	Iteration 16Q: 3 clusters Score -8562998 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8563084.000000 Penalty: 5491.719238
	Iteration 17Q: 3 clusters Score -8563084 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8563186.000000 Penalty: 5491.719238
	Iteration 18Q: 3 clusters Score -8563186 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8563216.000000 Penalty: 5491.719238
	Iteration 19Q: 3 clusters Score -8563216 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8563263.000000 Penalty: 5491.719238
	Iteration 20F: 3 clusters Score -8563263 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8563322.000000 Penalty: 5491.719238
	Iteration 21Q: 3 clusters Score -8563322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8563375.000000 Penalty: 5491.719238
	Iteration 22Q: 3 clusters Score -8563375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8563398.000000 Penalty: 5491.719238
	Iteration 23Q: 3 clusters Score -8563398 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8563420.000000 Penalty: 5491.719238
	Iteration 24Q: 3 clusters Score -8563420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8563438.000000 Penalty: 5491.719238
	Iteration 25Q: 3 clusters Score -8563438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8563451.000000 Penalty: 5491.719238
	Iteration 26Q: 3 clusters Score -8563451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8563473.000000 Penalty: 5491.719238
	Iteration 27Q: 3 clusters Score -8563473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8563476.000000 Penalty: 5491.719238
	Iteration 28Q: 3 clusters Score -8563476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8563490.000000 Penalty: 5491.719238
	Iteration 29Q: 3 clusters Score -8563490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8563526.000000 Penalty: 5491.719238
	Iteration 30Q: 3 clusters Score -8563526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8563538.000000 Penalty: 5491.719238
	Iteration 31Q: 3 clusters Score -8563538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8563549.000000 Penalty: 5491.719238
	Iteration 32Q: 3 clusters Score -8563549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8563545.000000 Penalty: 5491.719238
	Iteration 33Q: 3 clusters Score -8563545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8563539.000000 Penalty: 5491.719238
	Iteration 34Q: 3 clusters Score -8563539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8563557.000000 Penalty: 5491.719238
	Iteration 35Q: 3 clusters Score -8563557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8563550.000000 Penalty: 5491.719238
	Iteration 36Q: 3 clusters Score -8563550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8563553.000000 Penalty: 5491.719238
	Iteration 37Q: 3 clusters Score -8563553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8563552.000000 Penalty: 5491.719238
	Iteration 38Q: 3 clusters Score -8563552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8563557.000000 Penalty: 5491.719238
	Iteration 39Q: 3 clusters Score -8563557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8563551.000000 Penalty: 5491.719238
	Iteration 40F: 3 clusters Score -8563551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (180324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Entering Unmasked Estep 
Score: -23968230.000000 Penalty: 3001.422607
	Iteration 0F: 2 clusters Score -2.396823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -23851548.000000 Penalty: 6002.845215
	Iteration 0F: 3 clusters Score -2.385155e+07 nChanged 86525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 94625 members 
Entering Unmasked Estep 
Score: -23901966.000000 Penalty: 6002.845215
	Iteration 1F: 3 clusters Score -2.390197e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -23902964.000000 Penalty: 6002.845215
	Iteration 2Q: 3 clusters Score -2.390296e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 101943 members 
Entering Unmasked Estep 
Score: -23904864.000000 Penalty: 6002.845215
	Iteration 3Q: 3 clusters Score -2.390486e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -23907760.000000 Penalty: 6002.845215
	Iteration 4Q: 3 clusters Score -2.390776e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -23913318.000000 Penalty: 6002.845215
	Iteration 5F: 3 clusters Score -2.391332e+07 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 130970 members 
Entering Unmasked Estep 
Score: -23922206.000000 Penalty: 6002.845215
	Iteration 6F: 3 clusters Score -2.392221e+07 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 146655 members 
Entering Unmasked Estep 
Score: -23935784.000000 Penalty: 6002.845215
	Iteration 7F: 3 clusters Score -2.393578e+07 nChanged 15314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 161963 members 
Entering Unmasked Estep 
Score: -23950318.000000 Penalty: 6002.845215
	Iteration 8F: 3 clusters Score -2.395032e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 172831 members 
Entering Unmasked Estep 
Score: -23959930.000000 Penalty: 6002.845215
	Iteration 9F: 3 clusters Score -2.395993e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 177923 members 
Entering Unmasked Estep 
Score: -23963802.000000 Penalty: 6002.845215
	Iteration 10Q: 3 clusters Score -2.39638e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 179536 members 
Entering Unmasked Estep 
Score: -23964956.000000 Penalty: 6002.845215
	Iteration 11Q: 3 clusters Score -2.396496e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 179936 members 
Entering Unmasked Estep 
Score: -23965318.000000 Penalty: 6002.845215
	Iteration 12Q: 3 clusters Score -2.396532e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 180029 members 
Entering Unmasked Estep 
Score: -23965428.000000 Penalty: 6002.845215
	Iteration 13Q: 3 clusters Score -2.396543e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180069 members 
Entering Unmasked Estep 
Score: -23965482.000000 Penalty: 6002.845215
	Iteration 14Q: 3 clusters Score -2.396548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180084 members 
Entering Unmasked Estep 
Score: -23965512.000000 Penalty: 6002.845215
	Iteration 15Q: 3 clusters Score -2.396551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 180091 members 
Entering Unmasked Estep 
Score: -23965540.000000 Penalty: 6002.845215
	Iteration 16Q: 3 clusters Score -2.396554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 180096 members 
Entering Unmasked Estep 
Score: -23965550.000000 Penalty: 6002.845215
	Iteration 17Q: 3 clusters Score -2.396555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 180101 members 
Entering Unmasked Estep 
Score: -23965562.000000 Penalty: 6002.845215
	Iteration 18Q: 3 clusters Score -2.396556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 180104 members 
Entering Unmasked Estep 
Score: -23965568.000000 Penalty: 6002.845215
	Iteration 19Q: 3 clusters Score -2.396557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 180108 members 
Entering Unmasked Estep 
Score: -23965568.000000 Penalty: 6002.845215
	Iteration 20F: 3 clusters Score -2.396557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 180110 members 
Entering Unmasked Estep 
Score: -23965574.000000 Penalty: 6002.845215
	Iteration 21Q: 3 clusters Score -2.396557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 180109 members 
Entering Unmasked Estep 
Score: -23965574.000000 Penalty: 6002.845215
	Iteration 22Q: 3 clusters Score -2.396557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 180111 members 
Entering Unmasked Estep 
Score: -23965586.000000 Penalty: 6002.845215
	Iteration 23Q: 3 clusters Score -2.396559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 180113 members 
Entering Unmasked Estep 
Score: -23965596.000000 Penalty: 6002.845215
	Iteration 24Q: 3 clusters Score -2.39656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180116 members 
Entering Unmasked Estep 
Score: -23965596.000000 Penalty: 6002.845215
	Iteration 25Q: 3 clusters Score -2.39656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 180120 members 
Entering Unmasked Estep 
Score: -23965600.000000 Penalty: 6002.845215
	Iteration 26Q: 3 clusters Score -2.39656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 180122 members 
Entering Unmasked Estep 
Score: -23965590.000000 Penalty: 6002.845215
	Iteration 27Q: 3 clusters Score -2.396559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180124 members 
Entering Unmasked Estep 
Score: -23965596.000000 Penalty: 6002.845215
	Iteration 28Q: 3 clusters Score -2.39656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180126 members 
Entering Unmasked Estep 
Score: -23965614.000000 Penalty: 6002.845215
	Iteration 29Q: 3 clusters Score -2.396561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 180128 members 
Entering Unmasked Estep 
Score: -23965622.000000 Penalty: 6002.845215
	Iteration 30Q: 3 clusters Score -2.396562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180130 members 
Entering Unmasked Estep 
Score: -23965618.000000 Penalty: 6002.845215
	Iteration 31Q: 3 clusters Score -2.396562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 180131 members 
Entering Unmasked Estep 
Score: -23965626.000000 Penalty: 6002.845215
	Iteration 32Q: 3 clusters Score -2.396563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -23965634.000000 Penalty: 6002.845215
	Iteration 33Q: 3 clusters Score -2.396563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 180131 members 
Entering Unmasked Estep 
Score: -23965642.000000 Penalty: 6002.845215
	Iteration 34Q: 3 clusters Score -2.396564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180130 members 
Entering Unmasked Estep 
Score: -23965648.000000 Penalty: 6002.845215
	Iteration 35Q: 3 clusters Score -2.396565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180130 members 
Entering Unmasked Estep 
Score: -23965648.000000 Penalty: 6002.845215
	Iteration 36F: 3 clusters Score -2.396565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (81587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Entering Unmasked Estep 
Score: -10894823.000000 Penalty: 2804.737549
	Iteration 0F: 2 clusters Score -1.089482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -10840049.000000 Penalty: 5609.475098
	Iteration 0F: 3 clusters Score -1.084005e+07 nChanged 38168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -10862395.000000 Penalty: 5609.475098
	Iteration 1F: 3 clusters Score -1.08624e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -10863806.000000 Penalty: 5609.475098
	Iteration 2Q: 3 clusters Score -1.086381e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -10865931.000000 Penalty: 5609.475098
	Iteration 3F: 3 clusters Score -1.086593e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -10869218.000000 Penalty: 5609.475098
	Iteration 4F: 3 clusters Score -1.086922e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -10873857.000000 Penalty: 5609.475098
	Iteration 5F: 3 clusters Score -1.087386e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -10879497.000000 Penalty: 5609.475098
	Iteration 6F: 3 clusters Score -1.08795e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -10884938.000000 Penalty: 5609.475098
	Iteration 7F: 3 clusters Score -1.088494e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -10888514.000000 Penalty: 5609.475098
	Iteration 8Q: 3 clusters Score -1.088851e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -10890340.000000 Penalty: 5609.475098
	Iteration 9Q: 3 clusters Score -1.089034e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -10891350.000000 Penalty: 5609.475098
	Iteration 10Q: 3 clusters Score -1.089135e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -10891908.000000 Penalty: 5609.475098
	Iteration 11Q: 3 clusters Score -1.089191e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -10892270.000000 Penalty: 5609.475098
	Iteration 12Q: 3 clusters Score -1.089227e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -10892572.000000 Penalty: 5609.475098
	Iteration 13Q: 3 clusters Score -1.089257e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -10892754.000000 Penalty: 5609.475098
	Iteration 14Q: 3 clusters Score -1.089275e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -10892895.000000 Penalty: 5609.475098
	Iteration 15Q: 3 clusters Score -1.08929e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -10892994.000000 Penalty: 5609.475098
	Iteration 16Q: 3 clusters Score -1.089299e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -10893087.000000 Penalty: 5609.475098
	Iteration 17Q: 3 clusters Score -1.089309e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -10893156.000000 Penalty: 5609.475098
	Iteration 18Q: 3 clusters Score -1.089316e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78696 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -10893190.000000 Penalty: 5609.475098
	Iteration 19Q: 3 clusters Score -1.089319e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -10893204.000000 Penalty: 5609.475098
	Iteration 20F: 3 clusters Score -1.08932e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -10893239.000000 Penalty: 5609.475098
	Iteration 21Q: 3 clusters Score -1.089324e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -10893286.000000 Penalty: 5609.475098
	Iteration 22Q: 3 clusters Score -1.089329e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -10893324.000000 Penalty: 5609.475098
	Iteration 23Q: 3 clusters Score -1.089332e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10893322.000000 Penalty: 5609.475098
	Iteration 24Q: 3 clusters Score -1.089332e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -10893341.000000 Penalty: 5609.475098
	Iteration 25Q: 3 clusters Score -1.089334e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10893368.000000 Penalty: 5609.475098
	Iteration 26Q: 3 clusters Score -1.089337e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -10893388.000000 Penalty: 5609.475098
	Iteration 27Q: 3 clusters Score -1.089339e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -10893380.000000 Penalty: 5609.475098
	Iteration 28Q: 3 clusters Score -1.089338e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10893405.000000 Penalty: 5609.475098
	Iteration 29Q: 3 clusters Score -1.08934e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10893424.000000 Penalty: 5609.475098
	Iteration 30Q: 3 clusters Score -1.089342e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10893432.000000 Penalty: 5609.475098
	Iteration 31Q: 3 clusters Score -1.089343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10893422.000000 Penalty: 5609.475098
	Iteration 32Q: 3 clusters Score -1.089342e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10893432.000000 Penalty: 5609.475098
	Iteration 33Q: 3 clusters Score -1.089343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10893438.000000 Penalty: 5609.475098
	Iteration 34Q: 3 clusters Score -1.089344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10893461.000000 Penalty: 5609.475098
	Iteration 35Q: 3 clusters Score -1.089346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -10893472.000000 Penalty: 5609.475098
	Iteration 36Q: 3 clusters Score -1.089347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -10893475.000000 Penalty: 5609.475098
	Iteration 37Q: 3 clusters Score -1.089348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10893475.000000 Penalty: 5609.475098
	Iteration 38Q: 3 clusters Score -1.089348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10893485.000000 Penalty: 5609.475098
	Iteration 39Q: 3 clusters Score -1.089348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -10893477.000000 Penalty: 5609.475098
	Iteration 40F: 3 clusters Score -1.089348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10893481.000000 Penalty: 5609.475098
	Iteration 41Q: 3 clusters Score -1.089348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -10893488.000000 Penalty: 5609.475098
	Iteration 42Q: 3 clusters Score -1.089349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79838 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10893479.000000 Penalty: 5609.475098
	Iteration 43Q: 3 clusters Score -1.089348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10893484.000000 Penalty: 5609.475098
	Iteration 44Q: 3 clusters Score -1.089348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10893494.000000 Penalty: 5609.475098
	Iteration 45Q: 3 clusters Score -1.089349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10893483.000000 Penalty: 5609.475098
	Iteration 46Q: 3 clusters Score -1.089348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10893485.000000 Penalty: 5609.475098
	Iteration 47Q: 3 clusters Score -1.089348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -10893489.000000 Penalty: 5609.475098
	Iteration 48Q: 3 clusters Score -1.089349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10893490.000000 Penalty: 5609.475098
	Iteration 49Q: 3 clusters Score -1.089349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10893489.000000 Penalty: 5609.475098
	Iteration 50Q: 3 clusters Score -1.089349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10893492.000000 Penalty: 5609.475098
	Iteration 51Q: 3 clusters Score -1.089349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10893497.000000 Penalty: 5609.475098
	Iteration 52Q: 3 clusters Score -1.08935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -10893495.000000 Penalty: 5609.475098
	Iteration 53Q: 3 clusters Score -1.08935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10893500.000000 Penalty: 5609.475098
	Iteration 54Q: 3 clusters Score -1.08935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10893511.000000 Penalty: 5609.475098
	Iteration 55Q: 3 clusters Score -1.089351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10893504.000000 Penalty: 5609.475098
	Iteration 56Q: 3 clusters Score -1.08935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10893513.000000 Penalty: 5609.475098
	Iteration 57Q: 3 clusters Score -1.089351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10893513.000000 Penalty: 5609.475098
	Iteration 58F: 3 clusters Score -1.089351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Entering Unmasked Estep 
Score: -3528364.000000 Penalty: 2523.201904
	Iteration 0F: 2 clusters Score -3528364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3510328.500000 Penalty: 5046.403809
	Iteration 0F: 3 clusters Score -3510328 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3517139.000000 Penalty: 5046.403809
	Iteration 1F: 3 clusters Score -3517139 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3518134.250000 Penalty: 5046.403809
	Iteration 2F: 3 clusters Score -3518134 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3519303.000000 Penalty: 5046.403809
	Iteration 3F: 3 clusters Score -3519303 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3520661.500000 Penalty: 5046.403809
	Iteration 4F: 3 clusters Score -3520662 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3522083.000000 Penalty: 5046.403809
	Iteration 5F: 3 clusters Score -3522083 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3523572.250000 Penalty: 5046.403809
	Iteration 6F: 3 clusters Score -3523572 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3524926.750000 Penalty: 5046.403809
	Iteration 7F: 3 clusters Score -3524927 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3525915.000000 Penalty: 5046.403809
	Iteration 8Q: 3 clusters Score -3525915 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3526593.500000 Penalty: 5046.403809
	Iteration 9Q: 3 clusters Score -3526594 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3527125.750000 Penalty: 5046.403809
	Iteration 10Q: 3 clusters Score -3527126 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3527485.750000 Penalty: 5046.403809
	Iteration 11Q: 3 clusters Score -3527486 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3527701.750000 Penalty: 5046.403809
	Iteration 12Q: 3 clusters Score -3527702 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3527844.000000 Penalty: 5046.403809
	Iteration 13Q: 3 clusters Score -3527844 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3527941.000000 Penalty: 5046.403809
	Iteration 14Q: 3 clusters Score -3527941 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3527992.500000 Penalty: 5046.403809
	Iteration 15Q: 3 clusters Score -3527992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3528029.750000 Penalty: 5046.403809
	Iteration 16Q: 3 clusters Score -3528030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3528054.500000 Penalty: 5046.403809
	Iteration 17Q: 3 clusters Score -3528054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3528065.250000 Penalty: 5046.403809
	Iteration 18Q: 3 clusters Score -3528065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3528084.250000 Penalty: 5046.403809
	Iteration 19Q: 3 clusters Score -3528084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3528092.750000 Penalty: 5046.403809
	Iteration 20F: 3 clusters Score -3528093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3528095.750000 Penalty: 5046.403809
	Iteration 21Q: 3 clusters Score -3528096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3528099.500000 Penalty: 5046.403809
	Iteration 22Q: 3 clusters Score -3528100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3528101.750000 Penalty: 5046.403809
	Iteration 23Q: 3 clusters Score -3528102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3528105.000000 Penalty: 5046.403809
	Iteration 24Q: 3 clusters Score -3528105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3528105.000000 Penalty: 5046.403809
	Iteration 25Q: 3 clusters Score -3528105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3528106.000000 Penalty: 5046.403809
	Iteration 26Q: 3 clusters Score -3528106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3528109.250000 Penalty: 5046.403809
	Iteration 27Q: 3 clusters Score -3528109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3528104.500000 Penalty: 5046.403809
	Iteration 28Q: 3 clusters Score -3528104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3528104.000000 Penalty: 5046.403809
	Iteration 29Q: 3 clusters Score -3528104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3528104.000000 Penalty: 5046.403809
	Iteration 30Q: 3 clusters Score -3528104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3528103.500000 Penalty: 5046.403809
	Iteration 31Q: 3 clusters Score -3528104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3528101.250000 Penalty: 5046.403809
	Iteration 32Q: 3 clusters Score -3528101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3528101.250000 Penalty: 5046.403809
	Iteration 33F: 3 clusters Score -3528101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -78586.453125 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -78586.45 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 371 members 
Entering Unmasked Estep 
Score: -76977.531250 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -76977.53 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77374.406250 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -77374.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77845.804688 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -77845.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -78069.960938 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -78069.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78174.742188 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -78174.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -78251.984375 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -78251.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78283.835938 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -78283.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -78322.578125 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -78322.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -78376.890625 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -78376.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -78415.507812 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -78415.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -78426.625000 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -78426.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -78436.773438 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -78436.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -78439.500000 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -78439.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -78439.500000 Penalty: 3270.149902
	Iteration 13F: 3 clusters Score -78439.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Entering Unmasked Estep 
Score: -3036777.250000 Penalty: 2498.829834
	Iteration 0F: 2 clusters Score -3036777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3020282.000000 Penalty: 4997.659668
	Iteration 0F: 3 clusters Score -3020282 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3026126.750000 Penalty: 4997.659668
	Iteration 1F: 3 clusters Score -3026127 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3026925.500000 Penalty: 4997.659668
	Iteration 2F: 3 clusters Score -3026926 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3028141.750000 Penalty: 4997.659668
	Iteration 3F: 3 clusters Score -3028142 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3030075.750000 Penalty: 4997.659668
	Iteration 4F: 3 clusters Score -3030076 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3032095.000000 Penalty: 4997.659668
	Iteration 5F: 3 clusters Score -3032095 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3033531.000000 Penalty: 4997.659668
	Iteration 6F: 3 clusters Score -3033531 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3034541.750000 Penalty: 4997.659668
	Iteration 7F: 3 clusters Score -3034542 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3035285.500000 Penalty: 4997.659668
	Iteration 8Q: 3 clusters Score -3035286 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3035929.000000 Penalty: 4997.659668
	Iteration 9Q: 3 clusters Score -3035929 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3036423.500000 Penalty: 4997.659668
	Iteration 10Q: 3 clusters Score -3036424 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3036767.000000 Penalty: 4997.659668
	Iteration 11Q: 3 clusters Score -3036767 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3036981.250000 Penalty: 4997.659668
	Iteration 12Q: 3 clusters Score -3036981 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3037127.250000 Penalty: 4997.659668
	Iteration 13Q: 3 clusters Score -3037127 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3037272.750000 Penalty: 4997.659668
	Iteration 14Q: 3 clusters Score -3037273 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3037353.500000 Penalty: 4997.659668
	Iteration 15Q: 3 clusters Score -3037354 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3037395.250000 Penalty: 4997.659668
	Iteration 16Q: 3 clusters Score -3037395 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3037431.500000 Penalty: 4997.659668
	Iteration 17Q: 3 clusters Score -3037432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3037467.000000 Penalty: 4997.659668
	Iteration 18Q: 3 clusters Score -3037467 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3037494.250000 Penalty: 4997.659668
	Iteration 19Q: 3 clusters Score -3037494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3037501.500000 Penalty: 4997.659668
	Iteration 20F: 3 clusters Score -3037502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3037517.000000 Penalty: 4997.659668
	Iteration 21Q: 3 clusters Score -3037517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3037524.250000 Penalty: 4997.659668
	Iteration 22Q: 3 clusters Score -3037524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -3037538.500000 Penalty: 4997.659668
	Iteration 23Q: 3 clusters Score -3037538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3037537.500000 Penalty: 4997.659668
	Iteration 24Q: 3 clusters Score -3037538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3037535.250000 Penalty: 4997.659668
	Iteration 25Q: 3 clusters Score -3037535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3037536.000000 Penalty: 4997.659668
	Iteration 26Q: 3 clusters Score -3037536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3037539.500000 Penalty: 4997.659668
	Iteration 27Q: 3 clusters Score -3037540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3037538.000000 Penalty: 4997.659668
	Iteration 28Q: 3 clusters Score -3037538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3037540.500000 Penalty: 4997.659668
	Iteration 29Q: 3 clusters Score -3037540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3037539.500000 Penalty: 4997.659668
	Iteration 30Q: 3 clusters Score -3037540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3037541.750000 Penalty: 4997.659668
	Iteration 31Q: 3 clusters Score -3037542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3037541.750000 Penalty: 4997.659668
	Iteration 32F: 3 clusters Score -3037542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133213 members 
Mstep: Class 3 contains 164845 members 
Mstep: Class 4 contains 147947 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 39235 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 51583 members 
Mstep: Class 16 contains 26611 members 
Mstep: Class 17 contains 64345 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 180324 members 
Mstep: Class 20 contains 81587 members 
Mstep: Class 21 contains 26218 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 1585 members 
Mstep: Class 27 contains 20860 members 
Entering Unmasked Estep 
Score: -133178024.000000 Penalty: 92692.289062
Splitting cluster 23 changes total score from -133173480.000000 to -133178024.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -654483.125000 Penalty: 2124.080322
	Iteration 0F: 2 clusters Score -654483.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -649885.250000 Penalty: 4248.160645
	Iteration 0F: 3 clusters Score -649885.2 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -651226.375000 Penalty: 4248.160645
	Iteration 1F: 3 clusters Score -651226.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -651622.875000 Penalty: 4248.160645
	Iteration 2F: 3 clusters Score -651622.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -651960.187500 Penalty: 4248.160645
	Iteration 3F: 3 clusters Score -651960.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -652201.625000 Penalty: 4248.160645
	Iteration 4F: 3 clusters Score -652201.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -652386.562500 Penalty: 4248.160645
	Iteration 5Q: 3 clusters Score -652386.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -652513.125000 Penalty: 4248.160645
	Iteration 6Q: 3 clusters Score -652513.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -652601.562500 Penalty: 4248.160645
	Iteration 7Q: 3 clusters Score -652601.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -652655.812500 Penalty: 4248.160645
	Iteration 8Q: 3 clusters Score -652655.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -652698.062500 Penalty: 4248.160645
	Iteration 9Q: 3 clusters Score -652698.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -652727.937500 Penalty: 4248.160645
	Iteration 10Q: 3 clusters Score -652727.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -652753.750000 Penalty: 4248.160645
	Iteration 11Q: 3 clusters Score -652753.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -652772.875000 Penalty: 4248.160645
	Iteration 12Q: 3 clusters Score -652772.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -652784.687500 Penalty: 4248.160645
	Iteration 13Q: 3 clusters Score -652784.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -652797.125000 Penalty: 4248.160645
	Iteration 14Q: 3 clusters Score -652797.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -652816.437500 Penalty: 4248.160645
	Iteration 15Q: 3 clusters Score -652816.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -652828.937500 Penalty: 4248.160645
	Iteration 16Q: 3 clusters Score -652828.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -652840.250000 Penalty: 4248.160645
	Iteration 17Q: 3 clusters Score -652840.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -652854.750000 Penalty: 4248.160645
	Iteration 18Q: 3 clusters Score -652854.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -652863.875000 Penalty: 4248.160645
	Iteration 19Q: 3 clusters Score -652863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -652868.812500 Penalty: 4248.160645
	Iteration 20F: 3 clusters Score -652868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -652874.437500 Penalty: 4248.160645
	Iteration 21Q: 3 clusters Score -652874.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -652877.687500 Penalty: 4248.160645
	Iteration 22Q: 3 clusters Score -652877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -652879.000000 Penalty: 4248.160645
	Iteration 23Q: 3 clusters Score -652879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -652880.312500 Penalty: 4248.160645
	Iteration 24Q: 3 clusters Score -652880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -652881.125000 Penalty: 4248.160645
	Iteration 25Q: 3 clusters Score -652881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -652883.437500 Penalty: 4248.160645
	Iteration 26Q: 3 clusters Score -652883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -652884.875000 Penalty: 4248.160645
	Iteration 27Q: 3 clusters Score -652884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -652883.937500 Penalty: 4248.160645
	Iteration 28Q: 3 clusters Score -652883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -652884.500000 Penalty: 4248.160645
	Iteration 29Q: 3 clusters Score -652884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -652884.687500 Penalty: 4248.160645
	Iteration 30Q: 3 clusters Score -652884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -652885.687500 Penalty: 4248.160645
	Iteration 31Q: 3 clusters Score -652885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -652886.500000 Penalty: 4248.160645
	Iteration 32Q: 3 clusters Score -652886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -652886.500000 Penalty: 4248.160645
	Iteration 33F: 3 clusters Score -652886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133213 members 
Mstep: Class 3 contains 164845 members 
Mstep: Class 4 contains 147947 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 13 contains 39235 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 51583 members 
Mstep: Class 16 contains 26611 members 
Mstep: Class 17 contains 64345 members 
Mstep: Class 19 contains 180324 members 
Mstep: Class 20 contains 81587 members 
Mstep: Class 21 contains 26218 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 5244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133182488.000000 Penalty: 92692.289062
Iteration 39Q: 28 clusters Score -1.331825e+08 nChanged 18708
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 132420 members 
Mstep: Class 3 contains 161731 members 
Mstep: Class 4 contains 152831 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1412 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 19272 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 40187 members 
Mstep: Class 14 contains 44782 members 
Mstep: Class 15 contains 50594 members 
Mstep: Class 16 contains 27427 members 
Mstep: Class 17 contains 64408 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 178428 members 
Mstep: Class 20 contains 80014 members 
Mstep: Class 21 contains 26519 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 2994 members 
Mstep: Class 24 contains 5217 members 
Mstep: Class 25 contains 6264 members 
Mstep: Class 26 contains 1579 members 
Mstep: Class 27 contains 20168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133192272.000000 Penalty: 92692.289062
Iteration 40F: 28 clusters Score -1.331923e+08 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 129321 members 
Mstep: Class 3 contains 156781 members 
Mstep: Class 4 contains 157884 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 20043 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 15 contains 50121 members 
Mstep: Class 16 contains 27990 members 
Mstep: Class 17 contains 63904 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 176322 members 
Mstep: Class 20 contains 78571 members 
Mstep: Class 21 contains 26774 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 3037 members 
Mstep: Class 24 contains 5113 members 
Mstep: Class 25 contains 7732 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133198952.000000 Penalty: 92692.289062
Iteration 41Q: 28 clusters Score -1.33199e+08 nChanged 18644
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 126570 members 
Mstep: Class 3 contains 152347 members 
Mstep: Class 4 contains 163090 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3262 members 
Mstep: Class 10 contains 20853 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 43205 members 
Mstep: Class 14 contains 46383 members 
Mstep: Class 15 contains 50088 members 
Mstep: Class 16 contains 28421 members 
Mstep: Class 17 contains 63369 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 19 contains 174001 members 
Mstep: Class 20 contains 77162 members 
Mstep: Class 21 contains 26983 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 8658 members 
Mstep: Class 26 contains 1733 members 
Mstep: Class 27 contains 23150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133203080.000000 Penalty: 92692.289062
Iteration 42Q: 28 clusters Score -1.332031e+08 nChanged 18090
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 124026 members 
Mstep: Class 3 contains 148068 members 
Mstep: Class 4 contains 168509 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3027 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 21672 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 44476 members 
Mstep: Class 14 contains 46994 members 
Mstep: Class 15 contains 50145 members 
Mstep: Class 16 contains 28748 members 
Mstep: Class 17 contains 62939 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 171614 members 
Mstep: Class 20 contains 75804 members 
Mstep: Class 21 contains 27164 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 3225 members 
Mstep: Class 24 contains 5048 members 
Mstep: Class 25 contains 9386 members 
Mstep: Class 26 contains 1783 members 
Mstep: Class 27 contains 24476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133207120.000000 Penalty: 92692.289062
Iteration 43Q: 28 clusters Score -1.332071e+08 nChanged 17624
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 121566 members 
Mstep: Class 3 contains 143792 members 
Mstep: Class 4 contains 174177 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 22528 members 
Mstep: Class 11 contains 2041 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 45706 members 
Mstep: Class 14 contains 47499 members 
Mstep: Class 15 contains 50230 members 
Mstep: Class 16 contains 28975 members 
Mstep: Class 17 contains 62435 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 169255 members 
Mstep: Class 20 contains 74569 members 
Mstep: Class 21 contains 27332 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 3343 members 
Mstep: Class 24 contains 5041 members 
Mstep: Class 25 contains 9940 members 
Mstep: Class 26 contains 1831 members 
Mstep: Class 27 contains 25780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133210328.000000 Penalty: 92692.289062
Iteration 44Q: 28 clusters Score -1.332103e+08 nChanged 17463
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 118992 members 
Mstep: Class 3 contains 139398 members 
Mstep: Class 4 contains 180175 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 23375 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 723 members 
Mstep: Class 13 contains 46833 members 
Mstep: Class 14 contains 47948 members 
Mstep: Class 15 contains 50389 members 
Mstep: Class 16 contains 29114 members 
Mstep: Class 17 contains 61942 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 166961 members 
Mstep: Class 20 contains 73396 members 
Mstep: Class 21 contains 27444 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 5046 members 
Mstep: Class 25 contains 10400 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 27201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133214648.000000 Penalty: 92692.289062
Iteration 45Q: 28 clusters Score -1.332146e+08 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 116540 members 
Mstep: Class 3 contains 135033 members 
Mstep: Class 4 contains 186335 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 24265 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 721 members 
Mstep: Class 13 contains 47831 members 
Mstep: Class 14 contains 48299 members 
Mstep: Class 15 contains 50524 members 
Mstep: Class 16 contains 29207 members 
Mstep: Class 17 contains 61486 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 164568 members 
Mstep: Class 20 contains 72351 members 
Mstep: Class 21 contains 27523 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 3629 members 
Mstep: Class 24 contains 5037 members 
Mstep: Class 25 contains 10754 members 
Mstep: Class 26 contains 1898 members 
Mstep: Class 27 contains 28640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133218120.000000 Penalty: 92692.289062
Iteration 46Q: 28 clusters Score -1.332181e+08 nChanged 17057
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 114218 members 
Mstep: Class 3 contains 130631 members 
Mstep: Class 4 contains 192686 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 25165 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 48716 members 
Mstep: Class 14 contains 48552 members 
Mstep: Class 15 contains 50623 members 
Mstep: Class 16 contains 29245 members 
Mstep: Class 17 contains 61002 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 162125 members 
Mstep: Class 20 contains 71406 members 
Mstep: Class 21 contains 27616 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 3809 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 11012 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 30094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133221176.000000 Penalty: 92692.289062
Iteration 47Q: 28 clusters Score -1.332212e+08 nChanged 16877
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 112124 members 
Mstep: Class 3 contains 126378 members 
Mstep: Class 4 contains 199145 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 3433 members 
Mstep: Class 10 contains 26069 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 716 members 
Mstep: Class 13 contains 49433 members 
Mstep: Class 14 contains 48717 members 
Mstep: Class 15 contains 50694 members 
Mstep: Class 16 contains 29249 members 
Mstep: Class 17 contains 60452 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 159569 members 
Mstep: Class 20 contains 70568 members 
Mstep: Class 21 contains 27640 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 3980 members 
Mstep: Class 24 contains 5072 members 
Mstep: Class 25 contains 11184 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 31651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223864.000000 Penalty: 92692.289062
Iteration 48Q: 28 clusters Score -1.332239e+08 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 110231 members 
Mstep: Class 3 contains 122376 members 
Mstep: Class 4 contains 205519 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 3454 members 
Mstep: Class 10 contains 26987 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 50067 members 
Mstep: Class 14 contains 48767 members 
Mstep: Class 15 contains 50795 members 
Mstep: Class 16 contains 29243 members 
Mstep: Class 17 contains 59854 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 156984 members 
Mstep: Class 20 contains 69755 members 
Mstep: Class 21 contains 27623 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 4150 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 11287 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 33167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226224.000000 Penalty: 92692.289062
Iteration 49Q: 28 clusters Score -1.332262e+08 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 108555 members 
Mstep: Class 3 contains 118492 members 
Mstep: Class 4 contains 211860 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 3468 members 
Mstep: Class 10 contains 27839 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 50561 members 
Mstep: Class 14 contains 48738 members 
Mstep: Class 15 contains 50832 members 
Mstep: Class 16 contains 29196 members 
Mstep: Class 17 contains 59260 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 154550 members 
Mstep: Class 20 contains 68948 members 
Mstep: Class 21 contains 27572 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 11369 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 34656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227920.000000 Penalty: 92692.289062
Iteration 50Q: 28 clusters Score -1.332279e+08 nChanged 15801
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 107063 members 
Mstep: Class 3 contains 115056 members 
Mstep: Class 4 contains 217649 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 3484 members 
Mstep: Class 10 contains 28733 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 50937 members 
Mstep: Class 14 contains 48674 members 
Mstep: Class 15 contains 50893 members 
Mstep: Class 16 contains 29159 members 
Mstep: Class 17 contains 58673 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 152233 members 
Mstep: Class 20 contains 68173 members 
Mstep: Class 21 contains 27479 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 4497 members 
Mstep: Class 24 contains 5122 members 
Mstep: Class 25 contains 11417 members 
Mstep: Class 26 contains 1976 members 
Mstep: Class 27 contains 36059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228432.000000 Penalty: 92692.289062
Iteration 51Q: 28 clusters Score -1.332284e+08 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 105923 members 
Mstep: Class 3 contains 112038 members 
Mstep: Class 4 contains 222868 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3097 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 3504 members 
Mstep: Class 10 contains 29605 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 51208 members 
Mstep: Class 14 contains 48544 members 
Mstep: Class 15 contains 50920 members 
Mstep: Class 16 contains 29155 members 
Mstep: Class 17 contains 58128 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 149949 members 
Mstep: Class 20 contains 67436 members 
Mstep: Class 21 contains 27415 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 4671 members 
Mstep: Class 24 contains 5153 members 
Mstep: Class 25 contains 11441 members 
Mstep: Class 26 contains 1983 members 
Mstep: Class 27 contains 37313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228344.000000 Penalty: 92692.289062
Iteration 52Q: 28 clusters Score -1.332283e+08 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 105171 members 
Mstep: Class 3 contains 109468 members 
Mstep: Class 4 contains 227091 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 30441 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 51330 members 
Mstep: Class 14 contains 48380 members 
Mstep: Class 15 contains 50920 members 
Mstep: Class 16 contains 29181 members 
Mstep: Class 17 contains 57545 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 148016 members 
Mstep: Class 20 contains 66873 members 
Mstep: Class 21 contains 27393 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 5166 members 
Mstep: Class 25 contains 11469 members 
Mstep: Class 26 contains 1993 members 
Mstep: Class 27 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227608.000000 Penalty: 92692.289062
Iteration 53Q: 28 clusters Score -1.332276e+08 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 104710 members 
Mstep: Class 3 contains 107205 members 
Mstep: Class 4 contains 230565 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 31215 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 51361 members 
Mstep: Class 14 contains 48143 members 
Mstep: Class 15 contains 50922 members 
Mstep: Class 16 contains 29255 members 
Mstep: Class 17 contains 56997 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 146316 members 
Mstep: Class 20 contains 66438 members 
Mstep: Class 21 contains 27443 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 5172 members 
Mstep: Class 25 contains 11483 members 
Mstep: Class 26 contains 2001 members 
Mstep: Class 27 contains 39533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226616.000000 Penalty: 92692.289062
Iteration 54Q: 28 clusters Score -1.332266e+08 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 104450 members 
Mstep: Class 3 contains 105337 members 
Mstep: Class 4 contains 233075 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 31971 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 51297 members 
Mstep: Class 14 contains 47898 members 
Mstep: Class 15 contains 50934 members 
Mstep: Class 16 contains 29342 members 
Mstep: Class 17 contains 56491 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 145003 members 
Mstep: Class 20 contains 66116 members 
Mstep: Class 21 contains 27502 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 5084 members 
Mstep: Class 24 contains 5183 members 
Mstep: Class 25 contains 11522 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 40496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225600.000000 Penalty: 92692.289062
Iteration 55Q: 28 clusters Score -1.332256e+08 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 104444 members 
Mstep: Class 3 contains 103744 members 
Mstep: Class 4 contains 234698 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 32660 members 
Mstep: Class 11 contains 2167 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 51106 members 
Mstep: Class 14 contains 47613 members 
Mstep: Class 15 contains 50914 members 
Mstep: Class 16 contains 29418 members 
Mstep: Class 17 contains 56130 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 144225 members 
Mstep: Class 20 contains 65876 members 
Mstep: Class 21 contains 27562 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 5224 members 
Mstep: Class 24 contains 5182 members 
Mstep: Class 25 contains 11545 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 41355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224648.000000 Penalty: 92692.289062
Iteration 56Q: 28 clusters Score -1.332246e+08 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 104557 members 
Mstep: Class 3 contains 102498 members 
Mstep: Class 4 contains 235633 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 33236 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 50876 members 
Mstep: Class 14 contains 47314 members 
Mstep: Class 15 contains 50909 members 
Mstep: Class 16 contains 29474 members 
Mstep: Class 17 contains 55864 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 143731 members 
Mstep: Class 20 contains 65676 members 
Mstep: Class 21 contains 27623 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 5195 members 
Mstep: Class 25 contains 11566 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 42140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224232.000000 Penalty: 92692.289062
Iteration 57Q: 28 clusters Score -1.332242e+08 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 104783 members 
Mstep: Class 3 contains 101552 members 
Mstep: Class 4 contains 235892 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 33761 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 50611 members 
Mstep: Class 14 contains 46980 members 
Mstep: Class 15 contains 50901 members 
Mstep: Class 16 contains 29544 members 
Mstep: Class 17 contains 55678 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 143570 members 
Mstep: Class 20 contains 65535 members 
Mstep: Class 21 contains 27684 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 5212 members 
Mstep: Class 25 contains 11591 members 
Mstep: Class 26 contains 2019 members 
Mstep: Class 27 contains 42839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223368.000000 Penalty: 92692.289062
Iteration 58Q: 28 clusters Score -1.332234e+08 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 105109 members 
Mstep: Class 3 contains 100764 members 
Mstep: Class 4 contains 235629 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 34223 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 50346 members 
Mstep: Class 14 contains 46619 members 
Mstep: Class 15 contains 50919 members 
Mstep: Class 16 contains 29609 members 
Mstep: Class 17 contains 55537 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 143706 members 
Mstep: Class 20 contains 65472 members 
Mstep: Class 21 contains 27774 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 5650 members 
Mstep: Class 24 contains 5212 members 
Mstep: Class 25 contains 11604 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 43473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223008.000000 Penalty: 92692.289062
Iteration 59Q: 28 clusters Score -1.33223e+08 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 105476 members 
Mstep: Class 3 contains 100160 members 
Mstep: Class 4 contains 235103 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 34618 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 50046 members 
Mstep: Class 14 contains 46286 members 
Mstep: Class 15 contains 50927 members 
Mstep: Class 16 contains 29673 members 
Mstep: Class 17 contains 55447 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 144013 members 
Mstep: Class 20 contains 65432 members 
Mstep: Class 21 contains 27832 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 5779 members 
Mstep: Class 24 contains 5203 members 
Mstep: Class 25 contains 11616 members 
Mstep: Class 26 contains 2023 members 
Mstep: Class 27 contains 44028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223408.000000 Penalty: 92692.289062
Iteration 60F: 28 clusters Score -1.332234e+08 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 105900 members 
Mstep: Class 3 contains 99640 members 
Mstep: Class 4 contains 234308 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 35008 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 49815 members 
Mstep: Class 14 contains 45938 members 
Mstep: Class 15 contains 50926 members 
Mstep: Class 16 contains 29727 members 
Mstep: Class 17 contains 55345 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 144399 members 
Mstep: Class 20 contains 65448 members 
Mstep: Class 21 contains 27883 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 5883 members 
Mstep: Class 24 contains 5207 members 
Mstep: Class 25 contains 11627 members 
Mstep: Class 26 contains 2024 members 
Mstep: Class 27 contains 44572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223712.000000 Penalty: 92692.289062
Iteration 61Q: 28 clusters Score -1.332237e+08 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 106452 members 
Mstep: Class 3 contains 99251 members 
Mstep: Class 4 contains 233386 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3564 members 
Mstep: Class 10 contains 35360 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 49473 members 
Mstep: Class 14 contains 45585 members 
Mstep: Class 15 contains 50937 members 
Mstep: Class 16 contains 29790 members 
Mstep: Class 17 contains 55297 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 144827 members 
Mstep: Class 20 contains 65465 members 
Mstep: Class 21 contains 27916 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 5980 members 
Mstep: Class 24 contains 5215 members 
Mstep: Class 25 contains 11631 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 45055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133223632.000000 Penalty: 92692.289062
Iteration 62Q: 28 clusters Score -1.332236e+08 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 107110 members 
Mstep: Class 3 contains 98876 members 
Mstep: Class 4 contains 232514 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3560 members 
Mstep: Class 10 contains 35629 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 49066 members 
Mstep: Class 14 contains 45193 members 
Mstep: Class 15 contains 50943 members 
Mstep: Class 16 contains 29837 members 
Mstep: Class 17 contains 55265 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 145295 members 
Mstep: Class 20 contains 65475 members 
Mstep: Class 21 contains 27966 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 5230 members 
Mstep: Class 25 contains 11637 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 45519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224296.000000 Penalty: 92692.289062
Iteration 63Q: 28 clusters Score -1.332243e+08 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 107863 members 
Mstep: Class 3 contains 98548 members 
Mstep: Class 4 contains 231673 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 35845 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 48606 members 
Mstep: Class 14 contains 44786 members 
Mstep: Class 15 contains 50924 members 
Mstep: Class 16 contains 29880 members 
Mstep: Class 17 contains 55246 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 145747 members 
Mstep: Class 20 contains 65493 members 
Mstep: Class 21 contains 28012 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6144 members 
Mstep: Class 24 contains 5245 members 
Mstep: Class 25 contains 11647 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 45958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224160.000000 Penalty: 92692.289062
Iteration 64Q: 28 clusters Score -1.332242e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 108631 members 
Mstep: Class 3 contains 98221 members 
Mstep: Class 4 contains 230896 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 36018 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 48107 members 
Mstep: Class 14 contains 44412 members 
Mstep: Class 15 contains 50889 members 
Mstep: Class 16 contains 29886 members 
Mstep: Class 17 contains 55241 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 146208 members 
Mstep: Class 20 contains 65502 members 
Mstep: Class 21 contains 28061 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6231 members 
Mstep: Class 24 contains 5259 members 
Mstep: Class 25 contains 11655 members 
Mstep: Class 26 contains 2046 members 
Mstep: Class 27 contains 46391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224072.000000 Penalty: 92692.289062
Iteration 65Q: 28 clusters Score -1.332241e+08 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 109473 members 
Mstep: Class 3 contains 97930 members 
Mstep: Class 4 contains 230078 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 47537 members 
Mstep: Class 14 contains 44043 members 
Mstep: Class 15 contains 50866 members 
Mstep: Class 16 contains 29908 members 
Mstep: Class 17 contains 55268 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 146647 members 
Mstep: Class 20 contains 65534 members 
Mstep: Class 21 contains 28118 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6312 members 
Mstep: Class 24 contains 5269 members 
Mstep: Class 25 contains 11669 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 46781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224368.000000 Penalty: 92692.289062
Iteration 66Q: 28 clusters Score -1.332244e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 110412 members 
Mstep: Class 3 contains 97633 members 
Mstep: Class 4 contains 229302 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 36275 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 46936 members 
Mstep: Class 14 contains 43653 members 
Mstep: Class 15 contains 50816 members 
Mstep: Class 16 contains 29932 members 
Mstep: Class 17 contains 55272 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 147148 members 
Mstep: Class 20 contains 65568 members 
Mstep: Class 21 contains 28161 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6378 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 11681 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 47135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133224976.000000 Penalty: 92692.289062
Iteration 67Q: 28 clusters Score -1.33225e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 111415 members 
Mstep: Class 3 contains 97365 members 
Mstep: Class 4 contains 228621 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 36356 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 46290 members 
Mstep: Class 14 contains 43237 members 
Mstep: Class 15 contains 50772 members 
Mstep: Class 16 contains 29944 members 
Mstep: Class 17 contains 55278 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 147586 members 
Mstep: Class 20 contains 65588 members 
Mstep: Class 21 contains 28184 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 5296 members 
Mstep: Class 25 contains 11688 members 
Mstep: Class 26 contains 2069 members 
Mstep: Class 27 contains 47522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225216.000000 Penalty: 92692.289062
Iteration 68Q: 28 clusters Score -1.332252e+08 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 112416 members 
Mstep: Class 3 contains 97110 members 
Mstep: Class 4 contains 227998 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 36439 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 45647 members 
Mstep: Class 14 contains 42823 members 
Mstep: Class 15 contains 50734 members 
Mstep: Class 16 contains 29948 members 
Mstep: Class 17 contains 55292 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 148023 members 
Mstep: Class 20 contains 65590 members 
Mstep: Class 21 contains 28205 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6501 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 11695 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 47866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225784.000000 Penalty: 92692.289062
Iteration 69Q: 28 clusters Score -1.332258e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 113409 members 
Mstep: Class 3 contains 96846 members 
Mstep: Class 4 contains 227429 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 36511 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 44929 members 
Mstep: Class 14 contains 42432 members 
Mstep: Class 15 contains 50706 members 
Mstep: Class 16 contains 29957 members 
Mstep: Class 17 contains 55335 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 148433 members 
Mstep: Class 20 contains 65604 members 
Mstep: Class 21 contains 28233 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 11706 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 48198 members 
Entering Unmasked Estep 
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Score: -133226192.000000 Penalty: 92692.289062
Iteration 70Q: 28 clusters Score -1.332262e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 114412 members 
Mstep: Class 3 contains 96594 members 
Mstep: Class 4 contains 226936 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 36578 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 44271 members 
Mstep: Class 14 contains 41967 members 
Mstep: Class 15 contains 50681 members 
Mstep: Class 16 contains 29949 members 
Mstep: Class 17 contains 55382 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 148771 members 
Mstep: Class 20 contains 65613 members 
Mstep: Class 21 contains 28258 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 5291 members 
Mstep: Class 25 contains 11715 members 
Mstep: Class 26 contains 2080 members 
Mstep: Class 27 contains 48536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226368.000000 Penalty: 92692.289062
Iteration 71Q: 28 clusters Score -1.332264e+08 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 115436 members 
Mstep: Class 3 contains 96340 members 
Mstep: Class 4 contains 226479 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 36636 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 43604 members 
Mstep: Class 14 contains 41509 members 
Mstep: Class 15 contains 50646 members 
Mstep: Class 16 contains 29948 members 
Mstep: Class 17 contains 55422 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 149078 members 
Mstep: Class 20 contains 65630 members 
Mstep: Class 21 contains 28287 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6652 members 
Mstep: Class 24 contains 5297 members 
Mstep: Class 25 contains 11717 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 48866 members 
Entering Unmasked Estep 
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Iteration 72Q: 28 clusters Score -1.332261e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 116488 members 
Mstep: Class 3 contains 96055 members 
Mstep: Class 4 contains 225993 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 36697 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 42938 members 
Mstep: Class 14 contains 41027 members 
Mstep: Class 15 contains 50607 members 
Mstep: Class 16 contains 29948 members 
Mstep: Class 17 contains 55462 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 149419 members 
Mstep: Class 20 contains 65670 members 
Mstep: Class 21 contains 28306 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11719 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 49188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133225816.000000 Penalty: 92692.289062
Iteration 73Q: 28 clusters Score -1.332258e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 117488 members 
Mstep: Class 3 contains 95784 members 
Mstep: Class 4 contains 225594 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 36749 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 42349 members 
Mstep: Class 14 contains 40545 members 
Mstep: Class 15 contains 50578 members 
Mstep: Class 16 contains 29937 members 
Mstep: Class 17 contains 55504 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 149678 members 
Mstep: Class 20 contains 65705 members 
Mstep: Class 21 contains 28322 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 11726 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 49487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226464.000000 Penalty: 92692.289062
Iteration 74Q: 28 clusters Score -1.332265e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 118564 members 
Mstep: Class 3 contains 95548 members 
Mstep: Class 4 contains 225213 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 36790 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 41705 members 
Mstep: Class 14 contains 40063 members 
Mstep: Class 15 contains 50532 members 
Mstep: Class 16 contains 29938 members 
Mstep: Class 17 contains 55548 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 149940 members 
Mstep: Class 20 contains 65720 members 
Mstep: Class 21 contains 28336 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6812 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 11735 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 49761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226272.000000 Penalty: 92692.289062
Iteration 75Q: 28 clusters Score -1.332263e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 119605 members 
Mstep: Class 3 contains 95305 members 
Mstep: Class 4 contains 224821 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3608 members 
Mstep: Class 10 contains 36824 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 41106 members 
Mstep: Class 14 contains 39571 members 
Mstep: Class 15 contains 50502 members 
Mstep: Class 16 contains 29940 members 
Mstep: Class 17 contains 55581 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 150260 members 
Mstep: Class 20 contains 65705 members 
Mstep: Class 21 contains 28347 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6848 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 11745 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 50042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133226872.000000 Penalty: 92692.289062
Iteration 76Q: 28 clusters Score -1.332269e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 120662 members 
Mstep: Class 3 contains 95061 members 
Mstep: Class 4 contains 224447 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3608 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 40506 members 
Mstep: Class 14 contains 39069 members 
Mstep: Class 15 contains 50481 members 
Mstep: Class 16 contains 29939 members 
Mstep: Class 17 contains 55607 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 150567 members 
Mstep: Class 20 contains 65705 members 
Mstep: Class 21 contains 28356 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6888 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 11756 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 50288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227088.000000 Penalty: 92692.289062
Iteration 77Q: 28 clusters Score -1.332271e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 121743 members 
Mstep: Class 3 contains 94808 members 
Mstep: Class 4 contains 224169 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 36902 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 39890 members 
Mstep: Class 14 contains 38548 members 
Mstep: Class 15 contains 50419 members 
Mstep: Class 16 contains 29944 members 
Mstep: Class 17 contains 55616 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 150864 members 
Mstep: Class 20 contains 65705 members 
Mstep: Class 21 contains 28362 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6918 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 11770 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 50529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133227456.000000 Penalty: 92692.289062
Iteration 78Q: 28 clusters Score -1.332275e+08 nChanged 3042
Entering ConstructFrom: 
Score: -133227456.000000 Penalty: 92692.289062
Entering ConstructFrom: 
Trying to split cluster 1 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -64947.179688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -64947.18 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 281 members 
Entering Unmasked Estep 
Score: -63407.179688 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -63407.18 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63818.925781 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -63818.93 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64195.707031 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -64195.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64497.050781 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -64497.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64623.476562 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -64623.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64683.054688 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -64683.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64705.406250 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -64705.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64713.652344 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -64713.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64716.625000 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -64716.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -64723.523438 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -64723.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64733.570312 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -64733.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64747.214844 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -64747.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64755.683594 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -64755.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64755.683594 Penalty: 3180.261963
	Iteration 13F: 3 clusters Score -64755.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (122848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122848 members 
Entering Unmasked Estep 
Score: -16322766.000000 Penalty: 2906.238525
	Iteration 0F: 2 clusters Score -1.632277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -16241432.000000 Penalty: 5812.477051
	Iteration 0F: 3 clusters Score -1.624143e+07 nChanged 58498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -16274810.000000 Penalty: 5812.477051
	Iteration 1F: 3 clusters Score -1.627481e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -16275512.000000 Penalty: 5812.477051
	Iteration 2Q: 3 clusters Score -1.627551e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -16276357.000000 Penalty: 5812.477051
	Iteration 3Q: 3 clusters Score -1.627636e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -16277403.000000 Penalty: 5812.477051
	Iteration 4Q: 3 clusters Score -1.62774e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -16278931.000000 Penalty: 5812.477051
	Iteration 5Q: 3 clusters Score -1.627893e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -16281558.000000 Penalty: 5812.477051
	Iteration 6Q: 3 clusters Score -1.628156e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -16285783.000000 Penalty: 5812.477051
	Iteration 7F: 3 clusters Score -1.628578e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -16292773.000000 Penalty: 5812.477051
	Iteration 8F: 3 clusters Score -1.629277e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -16300532.000000 Penalty: 5812.477051
	Iteration 9F: 3 clusters Score -1.630053e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -16307134.000000 Penalty: 5812.477051
	Iteration 10F: 3 clusters Score -1.630713e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -16311760.000000 Penalty: 5812.477051
	Iteration 11Q: 3 clusters Score -1.631176e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 108166 members 
Entering Unmasked Estep 
Score: -16314484.000000 Penalty: 5812.477051
	Iteration 12Q: 3 clusters Score -1.631448e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -16316239.000000 Penalty: 5812.477051
	Iteration 13Q: 3 clusters Score -1.631624e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 112408 members 
Entering Unmasked Estep 
Score: -16317363.000000 Penalty: 5812.477051
	Iteration 14Q: 3 clusters Score -1.631736e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 113937 members 
Entering Unmasked Estep 
Score: -16318085.000000 Penalty: 5812.477051
	Iteration 15Q: 3 clusters Score -1.631808e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -16318749.000000 Penalty: 5812.477051
	Iteration 16Q: 3 clusters Score -1.631875e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 116269 members 
Entering Unmasked Estep 
Score: -16319139.000000 Penalty: 5812.477051
	Iteration 17Q: 3 clusters Score -1.631914e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 117208 members 
Entering Unmasked Estep 
Score: -16319540.000000 Penalty: 5812.477051
	Iteration 18Q: 3 clusters Score -1.631954e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 118006 members 
Entering Unmasked Estep 
Score: -16319784.000000 Penalty: 5812.477051
	Iteration 19Q: 3 clusters Score -1.631978e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 118651 members 
Entering Unmasked Estep 
Score: -16319958.000000 Penalty: 5812.477051
	Iteration 20F: 3 clusters Score -1.631996e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 119149 members 
Entering Unmasked Estep 
Score: -16320134.000000 Penalty: 5812.477051
	Iteration 21Q: 3 clusters Score -1.632013e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -16320258.000000 Penalty: 5812.477051
	Iteration 22Q: 3 clusters Score -1.632026e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 119936 members 
Entering Unmasked Estep 
Score: -16320400.000000 Penalty: 5812.477051
	Iteration 23Q: 3 clusters Score -1.63204e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 120223 members 
Entering Unmasked Estep 
Score: -16320468.000000 Penalty: 5812.477051
	Iteration 24Q: 3 clusters Score -1.632047e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 120426 members 
Entering Unmasked Estep 
Score: -16320515.000000 Penalty: 5812.477051
	Iteration 25Q: 3 clusters Score -1.632052e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 120610 members 
Entering Unmasked Estep 
Score: -16320543.000000 Penalty: 5812.477051
	Iteration 26Q: 3 clusters Score -1.632054e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 120772 members 
Entering Unmasked Estep 
Score: -16320548.000000 Penalty: 5812.477051
	Iteration 27Q: 3 clusters Score -1.632055e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 120907 members 
Entering Unmasked Estep 
Score: -16320574.000000 Penalty: 5812.477051
	Iteration 28Q: 3 clusters Score -1.632057e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 121037 members 
Entering Unmasked Estep 
Score: -16320578.000000 Penalty: 5812.477051
	Iteration 29Q: 3 clusters Score -1.632058e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 121148 members 
Entering Unmasked Estep 
Score: -16320617.000000 Penalty: 5812.477051
	Iteration 30Q: 3 clusters Score -1.632062e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 121226 members 
Entering Unmasked Estep 
Score: -16320632.000000 Penalty: 5812.477051
	Iteration 31Q: 3 clusters Score -1.632063e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 121286 members 
Entering Unmasked Estep 
Score: -16320662.000000 Penalty: 5812.477051
	Iteration 32Q: 3 clusters Score -1.632066e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 121348 members 
Entering Unmasked Estep 
Score: -16320661.000000 Penalty: 5812.477051
	Iteration 33Q: 3 clusters Score -1.632066e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 121394 members 
Entering Unmasked Estep 
Score: -16320688.000000 Penalty: 5812.477051
	Iteration 34Q: 3 clusters Score -1.632069e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 121443 members 
Entering Unmasked Estep 
Score: -16320663.000000 Penalty: 5812.477051
	Iteration 35Q: 3 clusters Score -1.632066e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 121482 members 
Entering Unmasked Estep 
Score: -16320653.000000 Penalty: 5812.477051
	Iteration 36Q: 3 clusters Score -1.632065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -16320656.000000 Penalty: 5812.477051
	Iteration 37Q: 3 clusters Score -1.632066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -16320662.000000 Penalty: 5812.477051
	Iteration 38Q: 3 clusters Score -1.632066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 121553 members 
Entering Unmasked Estep 
Score: -16320672.000000 Penalty: 5812.477051
	Iteration 39Q: 3 clusters Score -1.632067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 121563 members 
Entering Unmasked Estep 
Score: -16320685.000000 Penalty: 5812.477051
	Iteration 40F: 3 clusters Score -1.632068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 121576 members 
Entering Unmasked Estep 
Score: -16320687.000000 Penalty: 5812.477051
	Iteration 41Q: 3 clusters Score -1.632069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 121587 members 
Entering Unmasked Estep 
Score: -16320680.000000 Penalty: 5812.477051
	Iteration 42Q: 3 clusters Score -1.632068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 121594 members 
Entering Unmasked Estep 
Score: -16320686.000000 Penalty: 5812.477051
	Iteration 43Q: 3 clusters Score -1.632069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
Score: -16320687.000000 Penalty: 5812.477051
	Iteration 44Q: 3 clusters Score -1.632069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 121618 members 
Entering Unmasked Estep 
Score: -16320700.000000 Penalty: 5812.477051
	Iteration 45Q: 3 clusters Score -1.63207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 121628 members 
Entering Unmasked Estep 
Score: -16320688.000000 Penalty: 5812.477051
	Iteration 46Q: 3 clusters Score -1.632069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 121637 members 
Entering Unmasked Estep 
Score: -16320688.000000 Penalty: 5812.477051
	Iteration 47Q: 3 clusters Score -1.632069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 121648 members 
Entering Unmasked Estep 
Score: -16320687.000000 Penalty: 5812.477051
	Iteration 48Q: 3 clusters Score -1.632069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 121654 members 
Entering Unmasked Estep 
Score: -16320684.000000 Penalty: 5812.477051
	Iteration 49Q: 3 clusters Score -1.632068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -16320706.000000 Penalty: 5812.477051
	Iteration 50Q: 3 clusters Score -1.632071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 121662 members 
Entering Unmasked Estep 
Score: -16320694.000000 Penalty: 5812.477051
	Iteration 51Q: 3 clusters Score -1.632069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 121666 members 
Entering Unmasked Estep 
Score: -16320704.000000 Penalty: 5812.477051
	Iteration 52Q: 3 clusters Score -1.63207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 121671 members 
Entering Unmasked Estep 
Score: -16320701.000000 Penalty: 5812.477051
	Iteration 53Q: 3 clusters Score -1.63207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 121673 members 
Entering Unmasked Estep 
Score: -16320718.000000 Penalty: 5812.477051
	Iteration 54Q: 3 clusters Score -1.632072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -16320711.000000 Penalty: 5812.477051
	Iteration 55Q: 3 clusters Score -1.632071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 121680 members 
Entering Unmasked Estep 
Score: -16320710.000000 Penalty: 5812.477051
	Iteration 56Q: 3 clusters Score -1.632071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 121684 members 
Entering Unmasked Estep 
Score: -16320703.000000 Penalty: 5812.477051
	Iteration 57Q: 3 clusters Score -1.63207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 121688 members 
Entering Unmasked Estep 
Score: -16320707.000000 Penalty: 5812.477051
	Iteration 58Q: 3 clusters Score -1.632071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 121694 members 
Entering Unmasked Estep 
Score: -16320691.000000 Penalty: 5812.477051
	Iteration 59Q: 3 clusters Score -1.632069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 121699 members 
Entering Unmasked Estep 
Score: -16320706.000000 Penalty: 5812.477051
	Iteration 60F: 3 clusters Score -1.632071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -16320696.000000 Penalty: 5812.477051
	Iteration 61Q: 3 clusters Score -1.63207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 121703 members 
Entering Unmasked Estep 
Score: -16320696.000000 Penalty: 5812.477051
	Iteration 62Q: 3 clusters Score -1.63207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -16320699.000000 Penalty: 5812.477051
	Iteration 63Q: 3 clusters Score -1.63207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 121701 members 
Entering Unmasked Estep 
Score: -16320699.000000 Penalty: 5812.477051
	Iteration 64Q: 3 clusters Score -1.63207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -16320683.000000 Penalty: 5812.477051
	Iteration 65Q: 3 clusters Score -1.632068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -16320683.000000 Penalty: 5812.477051
	Iteration 66F: 3 clusters Score -1.632068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Entering Unmasked Estep 
Score: -12602106.000000 Penalty: 2841.296631
	Iteration 0F: 2 clusters Score -1.260211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -12538729.000000 Penalty: 5682.593262
	Iteration 0F: 3 clusters Score -1.253873e+07 nChanged 44628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -12563810.000000 Penalty: 5682.593262
	Iteration 1F: 3 clusters Score -1.256381e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -12564542.000000 Penalty: 5682.593262
	Iteration 2Q: 3 clusters Score -1.256454e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -12565230.000000 Penalty: 5682.593262
	Iteration 3Q: 3 clusters Score -1.256523e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -12566072.000000 Penalty: 5682.593262
	Iteration 4Q: 3 clusters Score -1.256607e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -12567208.000000 Penalty: 5682.593262
	Iteration 5Q: 3 clusters Score -1.256721e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -12568804.000000 Penalty: 5682.593262
	Iteration 6Q: 3 clusters Score -1.25688e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -12570937.000000 Penalty: 5682.593262
	Iteration 7Q: 3 clusters Score -1.257094e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -12573962.000000 Penalty: 5682.593262
	Iteration 8F: 3 clusters Score -1.257396e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -12577923.000000 Penalty: 5682.593262
	Iteration 9F: 3 clusters Score -1.257792e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -12582635.000000 Penalty: 5682.593262
	Iteration 10F: 3 clusters Score -1.258264e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -12587215.000000 Penalty: 5682.593262
	Iteration 11F: 3 clusters Score -1.258722e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -12590606.000000 Penalty: 5682.593262
	Iteration 12Q: 3 clusters Score -1.259061e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -12593161.000000 Penalty: 5682.593262
	Iteration 13Q: 3 clusters Score -1.259316e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -12595088.000000 Penalty: 5682.593262
	Iteration 14Q: 3 clusters Score -1.259509e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -12596521.000000 Penalty: 5682.593262
	Iteration 15Q: 3 clusters Score -1.259652e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90963 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -12597482.000000 Penalty: 5682.593262
	Iteration 16Q: 3 clusters Score -1.259748e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -12598178.000000 Penalty: 5682.593262
	Iteration 17Q: 3 clusters Score -1.259818e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -12598631.000000 Penalty: 5682.593262
	Iteration 18Q: 3 clusters Score -1.259863e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12598964.000000 Penalty: 5682.593262
	Iteration 19Q: 3 clusters Score -1.259896e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12599201.000000 Penalty: 5682.593262
	Iteration 20F: 3 clusters Score -1.25992e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12599308.000000 Penalty: 5682.593262
	Iteration 21Q: 3 clusters Score -1.259931e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12599408.000000 Penalty: 5682.593262
	Iteration 22Q: 3 clusters Score -1.259941e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12599439.000000 Penalty: 5682.593262
	Iteration 23Q: 3 clusters Score -1.259944e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93888 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12599487.000000 Penalty: 5682.593262
	Iteration 24Q: 3 clusters Score -1.259949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12599532.000000 Penalty: 5682.593262
	Iteration 25Q: 3 clusters Score -1.259953e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12599546.000000 Penalty: 5682.593262
	Iteration 26Q: 3 clusters Score -1.259955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12599569.000000 Penalty: 5682.593262
	Iteration 27Q: 3 clusters Score -1.259957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12599590.000000 Penalty: 5682.593262
	Iteration 28Q: 3 clusters Score -1.259959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -12599596.000000 Penalty: 5682.593262
	Iteration 29Q: 3 clusters Score -1.25996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12599611.000000 Penalty: 5682.593262
	Iteration 30Q: 3 clusters Score -1.259961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12599614.000000 Penalty: 5682.593262
	Iteration 31Q: 3 clusters Score -1.259961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12599627.000000 Penalty: 5682.593262
	Iteration 32Q: 3 clusters Score -1.259963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12599625.000000 Penalty: 5682.593262
	Iteration 33Q: 3 clusters Score -1.259962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12599635.000000 Penalty: 5682.593262
	Iteration 34Q: 3 clusters Score -1.259964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12599643.000000 Penalty: 5682.593262
	Iteration 35Q: 3 clusters Score -1.259964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12599643.000000 Penalty: 5682.593262
	Iteration 36Q: 3 clusters Score -1.259964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12599636.000000 Penalty: 5682.593262
	Iteration 37Q: 3 clusters Score -1.259964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12599636.000000 Penalty: 5682.593262
	Iteration 38F: 3 clusters Score -1.259964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223884 members 
Entering Unmasked Estep 
Score: -29655804.000000 Penalty: 3055.083008
	Iteration 0F: 2 clusters Score -2.96558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -29516300.000000 Penalty: 6110.166016
	Iteration 0F: 3 clusters Score -2.95163e+07 nChanged 107621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113416 members 
Mstep: Class 2 contains 110468 members 
Entering Unmasked Estep 
Score: -29579286.000000 Penalty: 6110.166016
	Iteration 1F: 3 clusters Score -2.957929e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -29580114.000000 Penalty: 6110.166016
	Iteration 2Q: 3 clusters Score -2.958011e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 107456 members 
Entering Unmasked Estep 
Score: -29581330.000000 Penalty: 6110.166016
	Iteration 3Q: 3 clusters Score -2.958133e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119282 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -29582792.000000 Penalty: 6110.166016
	Iteration 4Q: 3 clusters Score -2.958279e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123633 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -29584798.000000 Penalty: 6110.166016
	Iteration 5Q: 3 clusters Score -2.95848e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129952 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -29588678.000000 Penalty: 6110.166016
	Iteration 6Q: 3 clusters Score -2.958868e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138764 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -29594656.000000 Penalty: 6110.166016
	Iteration 7Q: 3 clusters Score -2.959466e+07 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150164 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -29604470.000000 Penalty: 6110.166016
	Iteration 8F: 3 clusters Score -2.960447e+07 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -29615890.000000 Penalty: 6110.166016
	Iteration 9F: 3 clusters Score -2.961589e+07 nChanged 13542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174521 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -29626308.000000 Penalty: 6110.166016
	Iteration 10F: 3 clusters Score -2.962631e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184100 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -29633818.000000 Penalty: 6110.166016
	Iteration 11F: 3 clusters Score -2.963382e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191369 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -29638916.000000 Penalty: 6110.166016
	Iteration 12Q: 3 clusters Score -2.963892e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197172 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -29642040.000000 Penalty: 6110.166016
	Iteration 13Q: 3 clusters Score -2.964204e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201915 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -29644366.000000 Penalty: 6110.166016
	Iteration 14Q: 3 clusters Score -2.964437e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205790 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -29645902.000000 Penalty: 6110.166016
	Iteration 15Q: 3 clusters Score -2.96459e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209014 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -29647090.000000 Penalty: 6110.166016
	Iteration 16Q: 3 clusters Score -2.964709e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211729 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -29648180.000000 Penalty: 6110.166016
	Iteration 17Q: 3 clusters Score -2.964818e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213995 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -29649150.000000 Penalty: 6110.166016
	Iteration 18Q: 3 clusters Score -2.964915e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215848 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -29649900.000000 Penalty: 6110.166016
	Iteration 19Q: 3 clusters Score -2.96499e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217375 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -29650670.000000 Penalty: 6110.166016
	Iteration 20F: 3 clusters Score -2.965067e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218562 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -29651156.000000 Penalty: 6110.166016
	Iteration 21Q: 3 clusters Score -2.965116e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219475 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -29651478.000000 Penalty: 6110.166016
	Iteration 22Q: 3 clusters Score -2.965148e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220199 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -29651764.000000 Penalty: 6110.166016
	Iteration 23Q: 3 clusters Score -2.965176e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220773 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -29651992.000000 Penalty: 6110.166016
	Iteration 24Q: 3 clusters Score -2.965199e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221234 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -29652110.000000 Penalty: 6110.166016
	Iteration 25Q: 3 clusters Score -2.965211e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221593 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -29652206.000000 Penalty: 6110.166016
	Iteration 26Q: 3 clusters Score -2.965221e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221842 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -29652372.000000 Penalty: 6110.166016
	Iteration 27Q: 3 clusters Score -2.965237e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222034 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -29652428.000000 Penalty: 6110.166016
	Iteration 28Q: 3 clusters Score -2.965243e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222187 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -29652506.000000 Penalty: 6110.166016
	Iteration 29Q: 3 clusters Score -2.965251e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222318 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -29652582.000000 Penalty: 6110.166016
	Iteration 30Q: 3 clusters Score -2.965258e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222411 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -29652616.000000 Penalty: 6110.166016
	Iteration 31Q: 3 clusters Score -2.965262e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222480 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -29652666.000000 Penalty: 6110.166016
	Iteration 32Q: 3 clusters Score -2.965267e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222536 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -29652692.000000 Penalty: 6110.166016
	Iteration 33Q: 3 clusters Score -2.965269e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222592 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -29652766.000000 Penalty: 6110.166016
	Iteration 34Q: 3 clusters Score -2.965277e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222638 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -29652812.000000 Penalty: 6110.166016
	Iteration 35Q: 3 clusters Score -2.965281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222675 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -29652832.000000 Penalty: 6110.166016
	Iteration 36Q: 3 clusters Score -2.965283e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222703 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -29652840.000000 Penalty: 6110.166016
	Iteration 37Q: 3 clusters Score -2.965284e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222739 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -29652866.000000 Penalty: 6110.166016
	Iteration 38Q: 3 clusters Score -2.965287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222763 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -29652872.000000 Penalty: 6110.166016
	Iteration 39Q: 3 clusters Score -2.965287e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222788 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -29652854.000000 Penalty: 6110.166016
	Iteration 40F: 3 clusters Score -2.965285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222813 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -29652906.000000 Penalty: 6110.166016
	Iteration 41Q: 3 clusters Score -2.965291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222837 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -29652930.000000 Penalty: 6110.166016
	Iteration 42Q: 3 clusters Score -2.965293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222859 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -29652934.000000 Penalty: 6110.166016
	Iteration 43Q: 3 clusters Score -2.965293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222874 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -29652952.000000 Penalty: 6110.166016
	Iteration 44Q: 3 clusters Score -2.965295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222887 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -29652938.000000 Penalty: 6110.166016
	Iteration 45Q: 3 clusters Score -2.965294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222902 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -29652946.000000 Penalty: 6110.166016
	Iteration 46Q: 3 clusters Score -2.965295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222910 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -29652964.000000 Penalty: 6110.166016
	Iteration 47Q: 3 clusters Score -2.965296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222917 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -29652952.000000 Penalty: 6110.166016
	Iteration 48Q: 3 clusters Score -2.965295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222925 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -29652992.000000 Penalty: 6110.166016
	Iteration 49Q: 3 clusters Score -2.965299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222928 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -29653000.000000 Penalty: 6110.166016
	Iteration 50Q: 3 clusters Score -2.9653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222932 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -29653008.000000 Penalty: 6110.166016
	Iteration 51Q: 3 clusters Score -2.965301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222934 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -29652996.000000 Penalty: 6110.166016
	Iteration 52Q: 3 clusters Score -2.9653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222938 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -29652980.000000 Penalty: 6110.166016
	Iteration 53Q: 3 clusters Score -2.965298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222942 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29652998.000000 Penalty: 6110.166016
	Iteration 54Q: 3 clusters Score -2.9653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222948 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29653006.000000 Penalty: 6110.166016
	Iteration 55Q: 3 clusters Score -2.965301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222957 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -29653036.000000 Penalty: 6110.166016
	Iteration 56Q: 3 clusters Score -2.965304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222965 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -29653030.000000 Penalty: 6110.166016
	Iteration 57Q: 3 clusters Score -2.965303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222975 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -29653050.000000 Penalty: 6110.166016
	Iteration 58Q: 3 clusters Score -2.965305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222982 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -29653060.000000 Penalty: 6110.166016
	Iteration 59Q: 3 clusters Score -2.965306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222987 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -29653046.000000 Penalty: 6110.166016
	Iteration 60F: 3 clusters Score -2.965305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222991 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -29653058.000000 Penalty: 6110.166016
	Iteration 61Q: 3 clusters Score -2.965306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222998 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -29653078.000000 Penalty: 6110.166016
	Iteration 62Q: 3 clusters Score -2.965308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223000 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -29653090.000000 Penalty: 6110.166016
	Iteration 63Q: 3 clusters Score -2.965309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223004 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -29653074.000000 Penalty: 6110.166016
	Iteration 64Q: 3 clusters Score -2.965307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223008 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -29653058.000000 Penalty: 6110.166016
	Iteration 65Q: 3 clusters Score -2.965306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223015 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -29653070.000000 Penalty: 6110.166016
	Iteration 66Q: 3 clusters Score -2.965307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223025 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -29653074.000000 Penalty: 6110.166016
	Iteration 67Q: 3 clusters Score -2.965307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223029 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -29653080.000000 Penalty: 6110.166016
	Iteration 68Q: 3 clusters Score -2.965308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223033 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -29653072.000000 Penalty: 6110.166016
	Iteration 69Q: 3 clusters Score -2.965307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223040 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -29653116.000000 Penalty: 6110.166016
	Iteration 70Q: 3 clusters Score -2.965312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223041 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -29653106.000000 Penalty: 6110.166016
	Iteration 71Q: 3 clusters Score -2.965311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223042 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -29653106.000000 Penalty: 6110.166016
	Iteration 72Q: 3 clusters Score -2.965311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223044 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -29653116.000000 Penalty: 6110.166016
	Iteration 73Q: 3 clusters Score -2.965312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223045 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -29653112.000000 Penalty: 6110.166016
	Iteration 74Q: 3 clusters Score -2.965311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223045 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -29653112.000000 Penalty: 6110.166016
	Iteration 75F: 3 clusters Score -2.965311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -110732.648438 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -110732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -108907.351562 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -108907.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110007.843750 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -110007.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111172.070312 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -111172.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111820.265625 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -111820.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112087.773438 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -112087.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112205.929688 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -112205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112248.476562 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -112248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112288.671875 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -112288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112426.203125 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -112426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112488.945312 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -112488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112488.945312 Penalty: 3436.554688
	Iteration 10F: 3 clusters Score -112488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 122848 members 
Mstep: Class 3 contains 94546 members 
Mstep: Class 4 contains 223884 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 36943 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 38020 members 
Mstep: Class 15 contains 50387 members 
Mstep: Class 16 contains 29944 members 
Mstep: Class 17 contains 55623 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 151131 members 
Mstep: Class 20 contains 65693 members 
Mstep: Class 21 contains 28377 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 11779 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 50788 members 
Mstep: Class 28 contains 508 members 
Entering Unmasked Estep 
Score: -133227488.000000 Penalty: 96125.335938
Splitting cluster 5 changes total score from -133227456.000000 to -133227488.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 6 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -394606.781250 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -394606.8 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 1555 members 
Entering Unmasked Estep 
Score: -391331.625000 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -391331.6 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -392086.281250 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -392086.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -392463.093750 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -392463.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -392846.625000 Penalty: 3981.628174
	Iteration 3F: 3 clusters Score -392846.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -393136.000000 Penalty: 3981.628174
	Iteration 4F: 3 clusters Score -393136 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -393344.843750 Penalty: 3981.628174
	Iteration 5F: 3 clusters Score -393344.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -393531.093750 Penalty: 3981.628174
	Iteration 6F: 3 clusters Score -393531.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -393658.906250 Penalty: 3981.628174
	Iteration 7Q: 3 clusters Score -393658.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -393753.968750 Penalty: 3981.628174
	Iteration 8Q: 3 clusters Score -393754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -393828.250000 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -393828.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -393913.718750 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -393913.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -393998.187500 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -393998.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -394090.968750 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -394091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -394149.406250 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -394149.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -394172.031250 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -394172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -394189.343750 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -394189.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -394202.125000 Penalty: 3981.628174
	Iteration 16Q: 3 clusters Score -394202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -394218.968750 Penalty: 3981.628174
	Iteration 17Q: 3 clusters Score -394219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -394234.656250 Penalty: 3981.628174
	Iteration 18Q: 3 clusters Score -394234.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -394244.093750 Penalty: 3981.628174
	Iteration 19Q: 3 clusters Score -394244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -394247.000000 Penalty: 3981.628174
	Iteration 20F: 3 clusters Score -394247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -394248.468750 Penalty: 3981.628174
	Iteration 21Q: 3 clusters Score -394248.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -394248.468750 Penalty: 3981.628174
	Iteration 22F: 3 clusters Score -394248.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -49454.218750 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -49454.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48090.343750 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -48090.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48666.531250 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -48666.53 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49225.199219 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -49225.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49519.023438 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -49519.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49800.371094 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -49800.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49885.269531 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -49885.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49945.710938 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -49945.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49969.578125 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -49969.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49969.578125 Penalty: 3083.436523
	Iteration 8F: 3 clusters Score -49969.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 122848 members 
Mstep: Class 3 contains 94546 members 
Mstep: Class 4 contains 223884 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 36943 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 38020 members 
Mstep: Class 15 contains 50387 members 
Mstep: Class 16 contains 29944 members 
Mstep: Class 17 contains 55623 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 151131 members 
Mstep: Class 20 contains 65693 members 
Mstep: Class 21 contains 28377 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 11779 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 50788 members 
Mstep: Class 28 contains 508 members 
Mstep: Class 29 contains 178 members 
Entering Unmasked Estep 
Score: -133226016.000000 Penalty: 99558.382812
Splitting cluster 7 changes total score from -133227456.000000 to -133226016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -184682.546875 Penalty: 1802.519287
	Iteration 0F: 2 clusters Score -184682.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -182463.062500 Penalty: 3605.038574
	Iteration 0F: 3 clusters Score -182463.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -182814.953125 Penalty: 3605.038574
	Iteration 1F: 3 clusters Score -182815 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -182915.312500 Penalty: 3605.038574
	Iteration 2F: 3 clusters Score -182915.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -182961.750000 Penalty: 3605.038574
	Iteration 3Q: 3 clusters Score -182961.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -182992.593750 Penalty: 3605.038574
	Iteration 4Q: 3 clusters Score -182992.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -183007.609375 Penalty: 3605.038574
	Iteration 5Q: 3 clusters Score -183007.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -183024.203125 Penalty: 3605.038574
	Iteration 6Q: 3 clusters Score -183024.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183038.609375 Penalty: 3605.038574
	Iteration 7Q: 3 clusters Score -183038.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183051.921875 Penalty: 3605.038574
	Iteration 8Q: 3 clusters Score -183051.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183059.781250 Penalty: 3605.038574
	Iteration 9Q: 3 clusters Score -183059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -183062.031250 Penalty: 3605.038574
	Iteration 10Q: 3 clusters Score -183062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183063.843750 Penalty: 3605.038574
	Iteration 11Q: 3 clusters Score -183063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183064.156250 Penalty: 3605.038574
	Iteration 12Q: 3 clusters Score -183064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183065.734375 Penalty: 3605.038574
	Iteration 13Q: 3 clusters Score -183065.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183067.656250 Penalty: 3605.038574
	Iteration 14Q: 3 clusters Score -183067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -183072.531250 Penalty: 3605.038574
	Iteration 15Q: 3 clusters Score -183072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -183075.484375 Penalty: 3605.038574
	Iteration 16Q: 3 clusters Score -183075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -183079.046875 Penalty: 3605.038574
	Iteration 17Q: 3 clusters Score -183079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183083.062500 Penalty: 3605.038574
	Iteration 18Q: 3 clusters Score -183083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183085.859375 Penalty: 3605.038574
	Iteration 19Q: 3 clusters Score -183085.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183090.046875 Penalty: 3605.038574
	Iteration 20F: 3 clusters Score -183090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183093.343750 Penalty: 3605.038574
	Iteration 21Q: 3 clusters Score -183093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -183096.859375 Penalty: 3605.038574
	Iteration 22Q: 3 clusters Score -183096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183099.296875 Penalty: 3605.038574
	Iteration 23Q: 3 clusters Score -183099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183100.140625 Penalty: 3605.038574
	Iteration 24Q: 3 clusters Score -183100.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183100.140625 Penalty: 3605.038574
	Iteration 25F: 3 clusters Score -183100.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Entering Unmasked Estep 
Score: -416140.687500 Penalty: 2032.374390
	Iteration 0F: 2 clusters Score -416140.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -412520.750000 Penalty: 4064.748779
	Iteration 0F: 3 clusters Score -412520.8 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -413269.843750 Penalty: 4064.748779
	Iteration 1F: 3 clusters Score -413269.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -413427.187500 Penalty: 4064.748779
	Iteration 2F: 3 clusters Score -413427.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -413548.281250 Penalty: 4064.748779
	Iteration 3Q: 3 clusters Score -413548.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -413642.656250 Penalty: 4064.748779
	Iteration 4Q: 3 clusters Score -413642.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -413714.375000 Penalty: 4064.748779
	Iteration 5Q: 3 clusters Score -413714.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -413778.343750 Penalty: 4064.748779
	Iteration 6Q: 3 clusters Score -413778.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -413834.218750 Penalty: 4064.748779
	Iteration 7Q: 3 clusters Score -413834.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -413877.812500 Penalty: 4064.748779
	Iteration 8Q: 3 clusters Score -413877.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -413913.031250 Penalty: 4064.748779
	Iteration 9Q: 3 clusters Score -413913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -413963.312500 Penalty: 4064.748779
	Iteration 10Q: 3 clusters Score -413963.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -414009.281250 Penalty: 4064.748779
	Iteration 11Q: 3 clusters Score -414009.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -414050.843750 Penalty: 4064.748779
	Iteration 12Q: 3 clusters Score -414050.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -414080.906250 Penalty: 4064.748779
	Iteration 13Q: 3 clusters Score -414080.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -414102.437500 Penalty: 4064.748779
	Iteration 14Q: 3 clusters Score -414102.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -414117.500000 Penalty: 4064.748779
	Iteration 15Q: 3 clusters Score -414117.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -414128.781250 Penalty: 4064.748779
	Iteration 16Q: 3 clusters Score -414128.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -414135.687500 Penalty: 4064.748779
	Iteration 17Q: 3 clusters Score -414135.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -414145.656250 Penalty: 4064.748779
	Iteration 18Q: 3 clusters Score -414145.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -414149.312500 Penalty: 4064.748779
	Iteration 19Q: 3 clusters Score -414149.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -414154.156250 Penalty: 4064.748779
	Iteration 20F: 3 clusters Score -414154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -414157.687500 Penalty: 4064.748779
	Iteration 21Q: 3 clusters Score -414157.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -414164.562500 Penalty: 4064.748779
	Iteration 22Q: 3 clusters Score -414164.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -414169.093750 Penalty: 4064.748779
	Iteration 23Q: 3 clusters Score -414169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -414172.125000 Penalty: 4064.748779
	Iteration 24Q: 3 clusters Score -414172.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -414176.937500 Penalty: 4064.748779
	Iteration 25Q: 3 clusters Score -414176.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -414182.312500 Penalty: 4064.748779
	Iteration 26Q: 3 clusters Score -414182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -414186.312500 Penalty: 4064.748779
	Iteration 27Q: 3 clusters Score -414186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -414193.593750 Penalty: 4064.748779
	Iteration 28Q: 3 clusters Score -414193.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -414203.437500 Penalty: 4064.748779
	Iteration 29Q: 3 clusters Score -414203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -414209.968750 Penalty: 4064.748779
	Iteration 30Q: 3 clusters Score -414210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -414212.843750 Penalty: 4064.748779
	Iteration 31Q: 3 clusters Score -414212.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -414216.968750 Penalty: 4064.748779
	Iteration 32Q: 3 clusters Score -414217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -414219.625000 Penalty: 4064.748779
	Iteration 33Q: 3 clusters Score -414219.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -414224.468750 Penalty: 4064.748779
	Iteration 34Q: 3 clusters Score -414224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -414227.593750 Penalty: 4064.748779
	Iteration 35Q: 3 clusters Score -414227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -414229.687500 Penalty: 4064.748779
	Iteration 36Q: 3 clusters Score -414229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -414232.906250 Penalty: 4064.748779
	Iteration 37Q: 3 clusters Score -414232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -414234.718750 Penalty: 4064.748779
	Iteration 38Q: 3 clusters Score -414234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -414237.375000 Penalty: 4064.748779
	Iteration 39Q: 3 clusters Score -414237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -414238.718750 Penalty: 4064.748779
	Iteration 40F: 3 clusters Score -414238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -414239.437500 Penalty: 4064.748779
	Iteration 41Q: 3 clusters Score -414239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -414239.437500 Penalty: 4064.748779
	Iteration 42F: 3 clusters Score -414239.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Entering Unmasked Estep 
Score: -4761141.000000 Penalty: 2608.248779
	Iteration 0F: 2 clusters Score -4761141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4735980.500000 Penalty: 5216.497559
	Iteration 0F: 3 clusters Score -4735980 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4745147.000000 Penalty: 5216.497559
	Iteration 1F: 3 clusters Score -4745147 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4746066.000000 Penalty: 5216.497559
	Iteration 2Q: 3 clusters Score -4746066 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4747563.000000 Penalty: 5216.497559
	Iteration 3Q: 3 clusters Score -4747563 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4749509.000000 Penalty: 5216.497559
	Iteration 4F: 3 clusters Score -4749509 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4751707.500000 Penalty: 5216.497559
	Iteration 5F: 3 clusters Score -4751708 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -4753939.500000 Penalty: 5216.497559
	Iteration 6F: 3 clusters Score -4753940 nChanged 2801
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4755834 nChanged 2416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4758628 nChanged 575
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Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4758940 nChanged 207
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Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4758954 nChanged 184
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Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4758986 nChanged 191
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Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4759018 nChanged 212
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Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4759055 nChanged 216
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Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4759070 nChanged 217
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Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4759094 nChanged 231
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Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4759150 nChanged 223
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Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4759164 nChanged 231
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Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4759189 nChanged 243
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Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4759218 nChanged 249
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Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4759250 nChanged 253
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Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4759264 nChanged 240
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Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4759311 nChanged 241
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Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4759352 nChanged 229
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Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4759371 nChanged 218
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Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4759394 nChanged 225
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Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 12048 members 
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	Iteration 33Q: 3 clusters Score -4759424 nChanged 205
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Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4759468 nChanged 209
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Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 11636 members 
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	Iteration 35Q: 3 clusters Score -4759488 nChanged 193
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Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4759502 nChanged 164
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Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4759535 nChanged 159
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Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4759552 nChanged 143
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Mstep: Class 1 contains 25966 members 
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	Iteration 39Q: 3 clusters Score -4759556 nChanged 152
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Mstep: Class 1 contains 26112 members 
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	Iteration 40F: 3 clusters Score -4759574 nChanged 142
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Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 10689 members 
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Mstep: Class 1 contains 26380 members 
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Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 10424 members 
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	Iteration 43Q: 3 clusters Score -4759594 nChanged 120
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Mstep: Class 1 contains 26639 members 
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Mstep: Class 1 contains 26766 members 
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	Iteration 45Q: 3 clusters Score -4759614 nChanged 142
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Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 10035 members 
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	Iteration 46Q: 3 clusters Score -4759666 nChanged 155
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Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 9880 members 
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	Iteration 47Q: 3 clusters Score -4759688 nChanged 150
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Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 9730 members 
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	Iteration 48Q: 3 clusters Score -4759678 nChanged 147
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Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 9585 members 
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	Iteration 49Q: 3 clusters Score -4759700 nChanged 132
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Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 9453 members 
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	Iteration 50Q: 3 clusters Score -4759714 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4759752 nChanged 129
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Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4759779 nChanged 131
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Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 9055 members 
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	Iteration 53Q: 3 clusters Score -4759778 nChanged 135
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Mstep: Class 1 contains 28021 members 
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	Iteration 54Q: 3 clusters Score -4759796 nChanged 135
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Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 8787 members 
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	Iteration 55Q: 3 clusters Score -4759805 nChanged 121
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Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 8666 members 
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	Iteration 56Q: 3 clusters Score -4759824 nChanged 117
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Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 8549 members 
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	Iteration 57Q: 3 clusters Score -4759842 nChanged 116
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Mstep: Class 1 contains 28510 members 
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	Iteration 58Q: 3 clusters Score -4759852 nChanged 110
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Mstep: Class 1 contains 28620 members 
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	Iteration 59Q: 3 clusters Score -4759856 nChanged 105
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Mstep: Class 1 contains 28725 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4759872 nChanged 117
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Mstep: Class 1 contains 28842 members 
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	Iteration 61Q: 3 clusters Score -4759874 nChanged 134
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Mstep: Class 1 contains 28974 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4759906 nChanged 157
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Mstep: Class 1 contains 29131 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4759920 nChanged 183
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Mstep: Class 1 contains 29314 members 
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Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 7434 members 
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	Iteration 65Q: 3 clusters Score -4759980 nChanged 207
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Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 7227 members 
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Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 6998 members 
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	Iteration 67Q: 3 clusters Score -4760077 nChanged 221
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Mstep: Class 1 contains 30164 members 
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	Iteration 68Q: 3 clusters Score -4760131 nChanged 266
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Mstep: Class 1 contains 30430 members 
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	Iteration 69Q: 3 clusters Score -4760202 nChanged 307
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Mstep: Class 1 contains 30735 members 
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	Iteration 70Q: 3 clusters Score -4760310 nChanged 332
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Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4760406 nChanged 354
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Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4760544 nChanged 387
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Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4760718 nChanged 447
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Mstep: Class 1 contains 32245 members 
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	Iteration 74Q: 3 clusters Score -4760978 nChanged 504
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Mstep: Class 1 contains 32749 members 
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	Iteration 75Q: 3 clusters Score -4761346 nChanged 505
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Mstep: Class 1 contains 33250 members 
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	Iteration 76Q: 3 clusters Score -4761787 nChanged 361
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Mstep: Class 1 contains 33609 members 
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	Iteration 77Q: 3 clusters Score -4762136 nChanged 252
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Mstep: Class 1 contains 33861 members 
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	Iteration 78Q: 3 clusters Score -4762362 nChanged 168
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Mstep: Class 1 contains 34029 members 
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	Iteration 79Q: 3 clusters Score -4762490 nChanged 148
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Mstep: Class 1 contains 34177 members 
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	Iteration 80F: 3 clusters Score -4762596 nChanged 107
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Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 2659 members 
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	Iteration 81Q: 3 clusters Score -4762644 nChanged 88
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Mstep: Class 1 contains 34372 members 
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	Iteration 82Q: 3 clusters Score -4762662 nChanged 64
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Mstep: Class 1 contains 34436 members 
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	Iteration 83Q: 3 clusters Score -4762678 nChanged 34
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	Iteration 84Q: 3 clusters Score -4762688 nChanged 25
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	Iteration 85Q: 3 clusters Score -4762700 nChanged 23
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	Iteration 86Q: 3 clusters Score -4762700 nChanged 18
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	Iteration 87Q: 3 clusters Score -4762708 nChanged 17
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Mstep: Class 1 contains 34553 members 
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	Iteration 88Q: 3 clusters Score -4762708 nChanged 14
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	Iteration 89Q: 3 clusters Score -4762711 nChanged 15
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Mstep: Class 1 contains 34582 members 
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	Iteration 90Q: 3 clusters Score -4762718 nChanged 20
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	Iteration 91Q: 3 clusters Score -4762725 nChanged 19
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Mstep: Class 1 contains 34621 members 
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	Iteration 92Q: 3 clusters Score -4762738 nChanged 15
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	Iteration 93Q: 3 clusters Score -4762736 nChanged 13
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	Iteration 94Q: 3 clusters Score -4762733 nChanged 18
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	Iteration 95Q: 3 clusters Score -4762743 nChanged 12
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	Iteration 96Q: 3 clusters Score -4762744 nChanged 7
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	Iteration 97Q: 3 clusters Score -4762746 nChanged 8
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4762750 nChanged 7
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	Iteration 99Q: 3 clusters Score -4762740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4762742.000000 Penalty: 5216.497559
	Iteration 100F: 3 clusters Score -4762742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4762743.000000 Penalty: 5216.497559
	Iteration 101Q: 3 clusters Score -4762743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4762756.000000 Penalty: 5216.497559
	Iteration 102Q: 3 clusters Score -4762756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4762755.000000 Penalty: 5216.497559
	Iteration 103Q: 3 clusters Score -4762755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4762759.000000 Penalty: 5216.497559
	Iteration 104Q: 3 clusters Score -4762759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4762758.000000 Penalty: 5216.497559
	Iteration 105Q: 3 clusters Score -4762758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4762753.500000 Penalty: 5216.497559
	Iteration 106Q: 3 clusters Score -4762754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4762761.500000 Penalty: 5216.497559
	Iteration 107Q: 3 clusters Score -4762762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4762764.000000 Penalty: 5216.497559
	Iteration 108Q: 3 clusters Score -4762764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4762761.500000 Penalty: 5216.497559
	Iteration 109Q: 3 clusters Score -4762762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4762761.500000 Penalty: 5216.497559
	Iteration 110Q: 3 clusters Score -4762762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4762762.500000 Penalty: 5216.497559
	Iteration 111Q: 3 clusters Score -4762762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4762764.500000 Penalty: 5216.497559
	Iteration 112Q: 3 clusters Score -4762764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4762765.500000 Penalty: 5216.497559
	Iteration 113Q: 3 clusters Score -4762766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4762764.500000 Penalty: 5216.497559
	Iteration 114Q: 3 clusters Score -4762764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4762764.500000 Penalty: 5216.497559
	Iteration 115F: 3 clusters Score -4762764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 122848 members 
Mstep: Class 3 contains 94546 members 
Mstep: Class 4 contains 223884 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 34760 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 38020 members 
Mstep: Class 15 contains 50387 members 
Mstep: Class 16 contains 29944 members 
Mstep: Class 17 contains 55623 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 151131 members 
Mstep: Class 20 contains 65693 members 
Mstep: Class 21 contains 28377 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 11779 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 50788 members 
Mstep: Class 28 contains 508 members 
Mstep: Class 29 contains 2183 members 
Entering Unmasked Estep 
Score: -133228064.000000 Penalty: 99558.382812
Splitting cluster 10 changes total score from -133227456.000000 to -133228064.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -278423.875000 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -278423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -275658.000000 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -275658 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276158.281250 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -276158.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -276275.281250 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -276275.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -276326.437500 Penalty: 3821.139648
	Iteration 3Q: 3 clusters Score -276326.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -276360.593750 Penalty: 3821.139648
	Iteration 4Q: 3 clusters Score -276360.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -276381.968750 Penalty: 3821.139648
	Iteration 5Q: 3 clusters Score -276382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -276396.468750 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -276396.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276408.031250 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -276408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -276416.531250 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -276416.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -276422.656250 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -276422.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -276428.062500 Penalty: 3821.139648
	Iteration 10Q: 3 clusters Score -276428.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -276433.218750 Penalty: 3821.139648
	Iteration 11Q: 3 clusters Score -276433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -276435.781250 Penalty: 3821.139648
	Iteration 12Q: 3 clusters Score -276435.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -276440.437500 Penalty: 3821.139648
	Iteration 13Q: 3 clusters Score -276440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -276444.625000 Penalty: 3821.139648
	Iteration 14Q: 3 clusters Score -276444.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -276448.531250 Penalty: 3821.139648
	Iteration 15Q: 3 clusters Score -276448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -276452.375000 Penalty: 3821.139648
	Iteration 16Q: 3 clusters Score -276452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -276454.375000 Penalty: 3821.139648
	Iteration 17Q: 3 clusters Score -276454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -276456.625000 Penalty: 3821.139648
	Iteration 18Q: 3 clusters Score -276456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -276458.062500 Penalty: 3821.139648
	Iteration 19Q: 3 clusters Score -276458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -276460.000000 Penalty: 3821.139648
	Iteration 20F: 3 clusters Score -276460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -276461.843750 Penalty: 3821.139648
	Iteration 21Q: 3 clusters Score -276461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -276462.406250 Penalty: 3821.139648
	Iteration 22Q: 3 clusters Score -276462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -276464.031250 Penalty: 3821.139648
	Iteration 23Q: 3 clusters Score -276464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -276464.625000 Penalty: 3821.139648
	Iteration 24Q: 3 clusters Score -276464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -276464.625000 Penalty: 3821.139648
	Iteration 25F: 3 clusters Score -276464.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -90605.828125 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -90605.83 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 366 members 
Entering Unmasked Estep 
Score: -88863.320312 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -88863.32 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89092.382812 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -89092.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89189.750000 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -89189.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89244.382812 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -89244.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89271.125000 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -89271.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89288.984375 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -89288.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89301.906250 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -89301.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89311.273438 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -89311.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89318.210938 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -89318.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -89321.062500 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -89321.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89324.218750 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -89324.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89327.625000 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -89327.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89333.398438 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -89333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89336.851562 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -89336.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89336.851562 Penalty: 3252.866211
	Iteration 14F: 3 clusters Score -89336.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Entering Unmasked Estep 
Score: -5297484.000000 Penalty: 2623.378662
	Iteration 0F: 2 clusters Score -5297484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -5270852.500000 Penalty: 5246.757324
	Iteration 0F: 3 clusters Score -5270852 nChanged 18009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -5280560.500000 Penalty: 5246.757324
	Iteration 1F: 3 clusters Score -5280560 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5281030.000000 Penalty: 5246.757324
	Iteration 2Q: 3 clusters Score -5281030 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5281552.000000 Penalty: 5246.757324
	Iteration 3Q: 3 clusters Score -5281552 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -5282280.500000 Penalty: 5246.757324
	Iteration 4Q: 3 clusters Score -5282280 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -5283329.000000 Penalty: 5246.757324
	Iteration 5Q: 3 clusters Score -5283329 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -5284926.000000 Penalty: 5246.757324
	Iteration 6F: 3 clusters Score -5284926 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5287062.000000 Penalty: 5246.757324
	Iteration 7F: 3 clusters Score -5287062 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -5289532.500000 Penalty: 5246.757324
	Iteration 8F: 3 clusters Score -5289532 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5291775.500000 Penalty: 5246.757324
	Iteration 9F: 3 clusters Score -5291776 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -5293358.500000 Penalty: 5246.757324
	Iteration 10Q: 3 clusters Score -5293358 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -5294258.000000 Penalty: 5246.757324
	Iteration 11Q: 3 clusters Score -5294258 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -5294691.500000 Penalty: 5246.757324
	Iteration 12Q: 3 clusters Score -5294692 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -5294913.000000 Penalty: 5246.757324
	Iteration 13Q: 3 clusters Score -5294913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5295022.500000 Penalty: 5246.757324
	Iteration 14Q: 3 clusters Score -5295022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -5295102.000000 Penalty: 5246.757324
	Iteration 15Q: 3 clusters Score -5295102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -5295144.500000 Penalty: 5246.757324
	Iteration 16Q: 3 clusters Score -5295144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5295161.500000 Penalty: 5246.757324
	Iteration 17Q: 3 clusters Score -5295162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5295166.500000 Penalty: 5246.757324
	Iteration 18Q: 3 clusters Score -5295166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5295166.000000 Penalty: 5246.757324
	Iteration 19Q: 3 clusters Score -5295166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -5295163.500000 Penalty: 5246.757324
	Iteration 20F: 3 clusters Score -5295164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5295173.500000 Penalty: 5246.757324
	Iteration 21Q: 3 clusters Score -5295174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -5295179.000000 Penalty: 5246.757324
	Iteration 22Q: 3 clusters Score -5295179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -5295190.500000 Penalty: 5246.757324
	Iteration 23Q: 3 clusters Score -5295190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -5295192.000000 Penalty: 5246.757324
	Iteration 24Q: 3 clusters Score -5295192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5295193.500000 Penalty: 5246.757324
	Iteration 25Q: 3 clusters Score -5295194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -5295200.000000 Penalty: 5246.757324
	Iteration 26Q: 3 clusters Score -5295200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -5295198.000000 Penalty: 5246.757324
	Iteration 27Q: 3 clusters Score -5295198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -5295198.000000 Penalty: 5246.757324
	Iteration 28F: 3 clusters Score -5295198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Entering Unmasked Estep 
Score: -5002670.500000 Penalty: 2615.375244
	Iteration 0F: 2 clusters Score -5002670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4976950.500000 Penalty: 5230.750488
	Iteration 0F: 3 clusters Score -4976950 nChanged 17348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4986380.500000 Penalty: 5230.750488
	Iteration 1F: 3 clusters Score -4986380 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4986850.500000 Penalty: 5230.750488
	Iteration 2Q: 3 clusters Score -4986850 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4987242.000000 Penalty: 5230.750488
	Iteration 3Q: 3 clusters Score -4987242 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4987718.500000 Penalty: 5230.750488
	Iteration 4Q: 3 clusters Score -4987718 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -4988219.500000 Penalty: 5230.750488
	Iteration 5Q: 3 clusters Score -4988220 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4988838.000000 Penalty: 5230.750488
	Iteration 6Q: 3 clusters Score -4988838 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4989553.000000 Penalty: 5230.750488
	Iteration 7Q: 3 clusters Score -4989553 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4990261.500000 Penalty: 5230.750488
	Iteration 8Q: 3 clusters Score -4990262 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4991093.000000 Penalty: 5230.750488
	Iteration 9Q: 3 clusters Score -4991093 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4991955.500000 Penalty: 5230.750488
	Iteration 10Q: 3 clusters Score -4991956 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4992887.000000 Penalty: 5230.750488
	Iteration 11Q: 3 clusters Score -4992887 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4993840.500000 Penalty: 5230.750488
	Iteration 12Q: 3 clusters Score -4993840 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -4994597.500000 Penalty: 5230.750488
	Iteration 13Q: 3 clusters Score -4994598 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -4995157.000000 Penalty: 5230.750488
	Iteration 14Q: 3 clusters Score -4995157 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4995380.500000 Penalty: 5230.750488
	Iteration 15Q: 3 clusters Score -4995380 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4995549.500000 Penalty: 5230.750488
	Iteration 16Q: 3 clusters Score -4995550 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4995674.500000 Penalty: 5230.750488
	Iteration 17Q: 3 clusters Score -4995674 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4995757.500000 Penalty: 5230.750488
	Iteration 18Q: 3 clusters Score -4995758 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4995900.500000 Penalty: 5230.750488
	Iteration 19Q: 3 clusters Score -4995900 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4996040.500000 Penalty: 5230.750488
	Iteration 20F: 3 clusters Score -4996040 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4996178.000000 Penalty: 5230.750488
	Iteration 21Q: 3 clusters Score -4996178 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4996333.500000 Penalty: 5230.750488
	Iteration 22Q: 3 clusters Score -4996334 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4996519.500000 Penalty: 5230.750488
	Iteration 23Q: 3 clusters Score -4996520 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -4996725.000000 Penalty: 5230.750488
	Iteration 24Q: 3 clusters Score -4996725 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -4996970.500000 Penalty: 5230.750488
	Iteration 25Q: 3 clusters Score -4996970 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -4997228.500000 Penalty: 5230.750488
	Iteration 26Q: 3 clusters Score -4997228 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -4997437.500000 Penalty: 5230.750488
	Iteration 27Q: 3 clusters Score -4997438 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4997648.500000 Penalty: 5230.750488
	Iteration 28Q: 3 clusters Score -4997648 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -4997841.000000 Penalty: 5230.750488
	Iteration 29Q: 3 clusters Score -4997841 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4998049.500000 Penalty: 5230.750488
	Iteration 30Q: 3 clusters Score -4998050 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -4998231.000000 Penalty: 5230.750488
	Iteration 31Q: 3 clusters Score -4998231 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4998397.500000 Penalty: 5230.750488
	Iteration 32Q: 3 clusters Score -4998398 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -4998529.000000 Penalty: 5230.750488
	Iteration 33Q: 3 clusters Score -4998529 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -4998694.500000 Penalty: 5230.750488
	Iteration 34Q: 3 clusters Score -4998694 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4998784.000000 Penalty: 5230.750488
	Iteration 35Q: 3 clusters Score -4998784 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -4998890.000000 Penalty: 5230.750488
	Iteration 36Q: 3 clusters Score -4998890 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4998985.000000 Penalty: 5230.750488
	Iteration 37Q: 3 clusters Score -4998985 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4999089.500000 Penalty: 5230.750488
	Iteration 38Q: 3 clusters Score -4999090 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4999214.000000 Penalty: 5230.750488
	Iteration 39Q: 3 clusters Score -4999214 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4999305.500000 Penalty: 5230.750488
	Iteration 40F: 3 clusters Score -4999306 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4999381.500000 Penalty: 5230.750488
	Iteration 41Q: 3 clusters Score -4999382 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4999501.000000 Penalty: 5230.750488
	Iteration 42Q: 3 clusters Score -4999501 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4999608.000000 Penalty: 5230.750488
	Iteration 43Q: 3 clusters Score -4999608 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4999719.500000 Penalty: 5230.750488
	Iteration 44Q: 3 clusters Score -4999720 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -4999798.500000 Penalty: 5230.750488
	Iteration 45Q: 3 clusters Score -4999798 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4999869.000000 Penalty: 5230.750488
	Iteration 46Q: 3 clusters Score -4999869 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4999947.000000 Penalty: 5230.750488
	Iteration 47Q: 3 clusters Score -4999947 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4999985.000000 Penalty: 5230.750488
	Iteration 48Q: 3 clusters Score -4999985 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -5000023.000000 Penalty: 5230.750488
	Iteration 49Q: 3 clusters Score -5000023 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -5000074.000000 Penalty: 5230.750488
	Iteration 50Q: 3 clusters Score -5000074 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -5000120.500000 Penalty: 5230.750488
	Iteration 51Q: 3 clusters Score -5000120 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -5000172.000000 Penalty: 5230.750488
	Iteration 52Q: 3 clusters Score -5000172 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5000215.000000 Penalty: 5230.750488
	Iteration 53Q: 3 clusters Score -5000215 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5000243.500000 Penalty: 5230.750488
	Iteration 54Q: 3 clusters Score -5000244 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -5000296.500000 Penalty: 5230.750488
	Iteration 55Q: 3 clusters Score -5000296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -5000330.000000 Penalty: 5230.750488
	Iteration 56Q: 3 clusters Score -5000330 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -5000372.500000 Penalty: 5230.750488
	Iteration 57Q: 3 clusters Score -5000372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -5000400.500000 Penalty: 5230.750488
	Iteration 58Q: 3 clusters Score -5000400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -5000432.000000 Penalty: 5230.750488
	Iteration 59Q: 3 clusters Score -5000432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -5000444.500000 Penalty: 5230.750488
	Iteration 60F: 3 clusters Score -5000444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -5000463.000000 Penalty: 5230.750488
	Iteration 61Q: 3 clusters Score -5000463 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -5000484.000000 Penalty: 5230.750488
	Iteration 62Q: 3 clusters Score -5000484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -5000489.000000 Penalty: 5230.750488
	Iteration 63Q: 3 clusters Score -5000489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -5000490.500000 Penalty: 5230.750488
	Iteration 64Q: 3 clusters Score -5000490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -5000506.000000 Penalty: 5230.750488
	Iteration 65Q: 3 clusters Score -5000506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -5000512.000000 Penalty: 5230.750488
	Iteration 66Q: 3 clusters Score -5000512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -5000515.000000 Penalty: 5230.750488
	Iteration 67Q: 3 clusters Score -5000515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -5000522.000000 Penalty: 5230.750488
	Iteration 68Q: 3 clusters Score -5000522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -5000523.500000 Penalty: 5230.750488
	Iteration 69Q: 3 clusters Score -5000524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -5000534.500000 Penalty: 5230.750488
	Iteration 70Q: 3 clusters Score -5000534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -5000548.000000 Penalty: 5230.750488
	Iteration 71Q: 3 clusters Score -5000548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5000560.000000 Penalty: 5230.750488
	Iteration 72Q: 3 clusters Score -5000560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -5000561.000000 Penalty: 5230.750488
	Iteration 73Q: 3 clusters Score -5000561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -5000569.000000 Penalty: 5230.750488
	Iteration 74Q: 3 clusters Score -5000569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5000564.500000 Penalty: 5230.750488
	Iteration 75Q: 3 clusters Score -5000564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -5000565.000000 Penalty: 5230.750488
	Iteration 76Q: 3 clusters Score -5000565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -5000569.500000 Penalty: 5230.750488
	Iteration 77Q: 3 clusters Score -5000570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -5000577.500000 Penalty: 5230.750488
	Iteration 78Q: 3 clusters Score -5000578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -5000583.000000 Penalty: 5230.750488
	Iteration 79Q: 3 clusters Score -5000583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -5000594.000000 Penalty: 5230.750488
	Iteration 80F: 3 clusters Score -5000594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -5000598.000000 Penalty: 5230.750488
	Iteration 81Q: 3 clusters Score -5000598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -5000618.000000 Penalty: 5230.750488
	Iteration 82Q: 3 clusters Score -5000618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -5000615.500000 Penalty: 5230.750488
	Iteration 83Q: 3 clusters Score -5000616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -5000627.500000 Penalty: 5230.750488
	Iteration 84Q: 3 clusters Score -5000628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -5000622.500000 Penalty: 5230.750488
	Iteration 85Q: 3 clusters Score -5000622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -5000624.000000 Penalty: 5230.750488
	Iteration 86Q: 3 clusters Score -5000624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -5000627.500000 Penalty: 5230.750488
	Iteration 87Q: 3 clusters Score -5000628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -5000626.000000 Penalty: 5230.750488
	Iteration 88Q: 3 clusters Score -5000626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -5000627.000000 Penalty: 5230.750488
	Iteration 89Q: 3 clusters Score -5000627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5000631.500000 Penalty: 5230.750488
	Iteration 90Q: 3 clusters Score -5000632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -5000621.500000 Penalty: 5230.750488
	Iteration 91Q: 3 clusters Score -5000622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -5000622.000000 Penalty: 5230.750488
	Iteration 92Q: 3 clusters Score -5000622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5000622.500000 Penalty: 5230.750488
	Iteration 93Q: 3 clusters Score -5000622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -5000627.000000 Penalty: 5230.750488
	Iteration 94Q: 3 clusters Score -5000627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5000636.000000 Penalty: 5230.750488
	Iteration 95Q: 3 clusters Score -5000636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -5000632.500000 Penalty: 5230.750488
	Iteration 96Q: 3 clusters Score -5000632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -5000630.000000 Penalty: 5230.750488
	Iteration 97Q: 3 clusters Score -5000630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -5000628.000000 Penalty: 5230.750488
	Iteration 98Q: 3 clusters Score -5000628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -5000630.000000 Penalty: 5230.750488
	Iteration 99Q: 3 clusters Score -5000630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -5000633.500000 Penalty: 5230.750488
	Iteration 100F: 3 clusters Score -5000634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -5000636.000000 Penalty: 5230.750488
	Iteration 101Q: 3 clusters Score -5000636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5000637.500000 Penalty: 5230.750488
	Iteration 102Q: 3 clusters Score -5000638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -5000636.500000 Penalty: 5230.750488
	Iteration 103Q: 3 clusters Score -5000636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5000630.500000 Penalty: 5230.750488
	Iteration 104Q: 3 clusters Score -5000630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5000632.500000 Penalty: 5230.750488
	Iteration 105Q: 3 clusters Score -5000632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -5000634.500000 Penalty: 5230.750488
	Iteration 106Q: 3 clusters Score -5000634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -5000635.500000 Penalty: 5230.750488
	Iteration 107Q: 3 clusters Score -5000636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -5000634.000000 Penalty: 5230.750488
	Iteration 108Q: 3 clusters Score -5000634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5000633.000000 Penalty: 5230.750488
	Iteration 109Q: 3 clusters Score -5000633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -5000632.000000 Penalty: 5230.750488
	Iteration 110Q: 3 clusters Score -5000632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5000633.000000 Penalty: 5230.750488
	Iteration 111Q: 3 clusters Score -5000633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -5000634.000000 Penalty: 5230.750488
	Iteration 112Q: 3 clusters Score -5000634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -5000634.000000 Penalty: 5230.750488
	Iteration 113F: 3 clusters Score -5000634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Entering Unmasked Estep 
Score: -6254484.500000 Penalty: 2685.217285
	Iteration 0F: 2 clusters Score -6254484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6220447.500000 Penalty: 5370.434570
	Iteration 0F: 3 clusters Score -6220448 nChanged 23343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -6234221.000000 Penalty: 5370.434570
	Iteration 1F: 3 clusters Score -6234221 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -6235468.500000 Penalty: 5370.434570
	Iteration 2F: 3 clusters Score -6235468 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -6237126.500000 Penalty: 5370.434570
	Iteration 3F: 3 clusters Score -6237126 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -6239159.000000 Penalty: 5370.434570
	Iteration 4F: 3 clusters Score -6239159 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -6241501.500000 Penalty: 5370.434570
	Iteration 5F: 3 clusters Score -6241502 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -6244009.000000 Penalty: 5370.434570
	Iteration 6F: 3 clusters Score -6244009 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -6246437.000000 Penalty: 5370.434570
	Iteration 7F: 3 clusters Score -6246437 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -6248231.000000 Penalty: 5370.434570
	Iteration 8Q: 3 clusters Score -6248231 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -6249497.500000 Penalty: 5370.434570
	Iteration 9Q: 3 clusters Score -6249498 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -6250333.500000 Penalty: 5370.434570
	Iteration 10Q: 3 clusters Score -6250334 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -6250915.000000 Penalty: 5370.434570
	Iteration 11Q: 3 clusters Score -6250915 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6251320.000000 Penalty: 5370.434570
	Iteration 12Q: 3 clusters Score -6251320 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6251596.000000 Penalty: 5370.434570
	Iteration 13Q: 3 clusters Score -6251596 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -6251775.500000 Penalty: 5370.434570
	Iteration 14Q: 3 clusters Score -6251776 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6251936.000000 Penalty: 5370.434570
	Iteration 15Q: 3 clusters Score -6251936 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -6252061.500000 Penalty: 5370.434570
	Iteration 16Q: 3 clusters Score -6252062 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6252140.000000 Penalty: 5370.434570
	Iteration 17Q: 3 clusters Score -6252140 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6252220.000000 Penalty: 5370.434570
	Iteration 18Q: 3 clusters Score -6252220 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6252275.500000 Penalty: 5370.434570
	Iteration 19Q: 3 clusters Score -6252276 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6252301.500000 Penalty: 5370.434570
	Iteration 20F: 3 clusters Score -6252302 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6252341.000000 Penalty: 5370.434570
	Iteration 21Q: 3 clusters Score -6252341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6252359.000000 Penalty: 5370.434570
	Iteration 22Q: 3 clusters Score -6252359 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6252376.500000 Penalty: 5370.434570
	Iteration 23Q: 3 clusters Score -6252376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6252394.500000 Penalty: 5370.434570
	Iteration 24Q: 3 clusters Score -6252394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6252406.500000 Penalty: 5370.434570
	Iteration 25Q: 3 clusters Score -6252406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6252408.000000 Penalty: 5370.434570
	Iteration 26Q: 3 clusters Score -6252408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6252423.000000 Penalty: 5370.434570
	Iteration 27Q: 3 clusters Score -6252423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6252419.500000 Penalty: 5370.434570
	Iteration 28Q: 3 clusters Score -6252420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6252426.500000 Penalty: 5370.434570
	Iteration 29Q: 3 clusters Score -6252426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6252432.000000 Penalty: 5370.434570
	Iteration 30Q: 3 clusters Score -6252432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6252435.500000 Penalty: 5370.434570
	Iteration 31Q: 3 clusters Score -6252436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6252440.000000 Penalty: 5370.434570
	Iteration 32Q: 3 clusters Score -6252440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6252432.000000 Penalty: 5370.434570
	Iteration 33Q: 3 clusters Score -6252432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6252436.500000 Penalty: 5370.434570
	Iteration 34Q: 3 clusters Score -6252436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6252442.500000 Penalty: 5370.434570
	Iteration 35Q: 3 clusters Score -6252442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6252447.000000 Penalty: 5370.434570
	Iteration 36Q: 3 clusters Score -6252447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6252443.500000 Penalty: 5370.434570
	Iteration 37Q: 3 clusters Score -6252444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6252444.000000 Penalty: 5370.434570
	Iteration 38Q: 3 clusters Score -6252444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6252453.000000 Penalty: 5370.434570
	Iteration 39Q: 3 clusters Score -6252453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6252449.500000 Penalty: 5370.434570
	Iteration 40F: 3 clusters Score -6252450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6252451.000000 Penalty: 5370.434570
	Iteration 41Q: 3 clusters Score -6252451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6252458.000000 Penalty: 5370.434570
	Iteration 42Q: 3 clusters Score -6252458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6252458.000000 Penalty: 5370.434570
	Iteration 43Q: 3 clusters Score -6252458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6252461.500000 Penalty: 5370.434570
	Iteration 44Q: 3 clusters Score -6252462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6252460.000000 Penalty: 5370.434570
	Iteration 45Q: 3 clusters Score -6252460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6252466.500000 Penalty: 5370.434570
	Iteration 46Q: 3 clusters Score -6252466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6252467.000000 Penalty: 5370.434570
	Iteration 47Q: 3 clusters Score -6252467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6252467.000000 Penalty: 5370.434570
	Iteration 48Q: 3 clusters Score -6252467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6252464.500000 Penalty: 5370.434570
	Iteration 49Q: 3 clusters Score -6252464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6252472.500000 Penalty: 5370.434570
	Iteration 50Q: 3 clusters Score -6252472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6252474.500000 Penalty: 5370.434570
	Iteration 51Q: 3 clusters Score -6252474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6252478.500000 Penalty: 5370.434570
	Iteration 52Q: 3 clusters Score -6252478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6252478.500000 Penalty: 5370.434570
	Iteration 53Q: 3 clusters Score -6252478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6252474.000000 Penalty: 5370.434570
	Iteration 54Q: 3 clusters Score -6252474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6252468.000000 Penalty: 5370.434570
	Iteration 55Q: 3 clusters Score -6252468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6252475.500000 Penalty: 5370.434570
	Iteration 56Q: 3 clusters Score -6252476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6252476.500000 Penalty: 5370.434570
	Iteration 57Q: 3 clusters Score -6252476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6252475.500000 Penalty: 5370.434570
	Iteration 58Q: 3 clusters Score -6252476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6252475.500000 Penalty: 5370.434570
	Iteration 59F: 3 clusters Score -6252476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Entering Unmasked Estep 
Score: -4033080.500000 Penalty: 2556.156738
	Iteration 0F: 2 clusters Score -4033080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4012730.250000 Penalty: 5112.313477
	Iteration 0F: 3 clusters Score -4012730 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4019740.500000 Penalty: 5112.313477
	Iteration 1F: 3 clusters Score -4019740 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -4020186.750000 Penalty: 5112.313477
	Iteration 2Q: 3 clusters Score -4020187 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -4020574.750000 Penalty: 5112.313477
	Iteration 3Q: 3 clusters Score -4020575 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4021022.250000 Penalty: 5112.313477
	Iteration 4Q: 3 clusters Score -4021022 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -4021482.250000 Penalty: 5112.313477
	Iteration 5Q: 3 clusters Score -4021482 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -4022179.750000 Penalty: 5112.313477
	Iteration 6Q: 3 clusters Score -4022180 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4023232.250000 Penalty: 5112.313477
	Iteration 7F: 3 clusters Score -4023232 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4024735.750000 Penalty: 5112.313477
	Iteration 8F: 3 clusters Score -4024736 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4026609.500000 Penalty: 5112.313477
	Iteration 9F: 3 clusters Score -4026610 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4028401.000000 Penalty: 5112.313477
	Iteration 10F: 3 clusters Score -4028401 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4029575.500000 Penalty: 5112.313477
	Iteration 11Q: 3 clusters Score -4029576 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4030185.250000 Penalty: 5112.313477
	Iteration 12Q: 3 clusters Score -4030185 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4030472.000000 Penalty: 5112.313477
	Iteration 13Q: 3 clusters Score -4030472 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4030625.250000 Penalty: 5112.313477
	Iteration 14Q: 3 clusters Score -4030625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4030711.000000 Penalty: 5112.313477
	Iteration 15Q: 3 clusters Score -4030711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4030753.250000 Penalty: 5112.313477
	Iteration 16Q: 3 clusters Score -4030753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4030776.250000 Penalty: 5112.313477
	Iteration 17Q: 3 clusters Score -4030776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4030787.500000 Penalty: 5112.313477
	Iteration 18Q: 3 clusters Score -4030788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4030800.750000 Penalty: 5112.313477
	Iteration 19Q: 3 clusters Score -4030801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4030810.750000 Penalty: 5112.313477
	Iteration 20F: 3 clusters Score -4030811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4030817.000000 Penalty: 5112.313477
	Iteration 21Q: 3 clusters Score -4030817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4030819.750000 Penalty: 5112.313477
	Iteration 22Q: 3 clusters Score -4030820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4030822.250000 Penalty: 5112.313477
	Iteration 23Q: 3 clusters Score -4030822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4030828.250000 Penalty: 5112.313477
	Iteration 24Q: 3 clusters Score -4030828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4030834.500000 Penalty: 5112.313477
	Iteration 25Q: 3 clusters Score -4030834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4030834.750000 Penalty: 5112.313477
	Iteration 26Q: 3 clusters Score -4030835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4030840.250000 Penalty: 5112.313477
	Iteration 27Q: 3 clusters Score -4030840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4030840.500000 Penalty: 5112.313477
	Iteration 28Q: 3 clusters Score -4030840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4030842.000000 Penalty: 5112.313477
	Iteration 29Q: 3 clusters Score -4030842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4030844.250000 Penalty: 5112.313477
	Iteration 30Q: 3 clusters Score -4030844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4030844.250000 Penalty: 5112.313477
	Iteration 31F: 3 clusters Score -4030844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Entering Unmasked Estep 
Score: -7422783.500000 Penalty: 2709.735352
	Iteration 0F: 2 clusters Score -7422784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -7385316.500000 Penalty: 5419.470703
	Iteration 0F: 3 clusters Score -7385316 nChanged 25698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -7399884.500000 Penalty: 5419.470703
	Iteration 1F: 3 clusters Score -7399884 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -7400701.000000 Penalty: 5419.470703
	Iteration 2Q: 3 clusters Score -7400701 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -7401599.000000 Penalty: 5419.470703
	Iteration 3Q: 3 clusters Score -7401599 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -7402712.000000 Penalty: 5419.470703
	Iteration 4Q: 3 clusters Score -7402712 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -7404090.000000 Penalty: 5419.470703
	Iteration 5Q: 3 clusters Score -7404090 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -7405723.500000 Penalty: 5419.470703
	Iteration 6F: 3 clusters Score -7405724 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -7407384.000000 Penalty: 5419.470703
	Iteration 7F: 3 clusters Score -7407384 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -7409055.000000 Penalty: 5419.470703
	Iteration 8F: 3 clusters Score -7409055 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -7410411.000000 Penalty: 5419.470703
	Iteration 9F: 3 clusters Score -7410411 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -7411394.500000 Penalty: 5419.470703
	Iteration 10Q: 3 clusters Score -7411394 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -7411966.000000 Penalty: 5419.470703
	Iteration 11Q: 3 clusters Score -7411966 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -7412476.500000 Penalty: 5419.470703
	Iteration 12Q: 3 clusters Score -7412476 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -7412831.000000 Penalty: 5419.470703
	Iteration 13Q: 3 clusters Score -7412831 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -7413140.500000 Penalty: 5419.470703
	Iteration 14Q: 3 clusters Score -7413140 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -7413382.500000 Penalty: 5419.470703
	Iteration 15Q: 3 clusters Score -7413382 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -7413626.000000 Penalty: 5419.470703
	Iteration 16Q: 3 clusters Score -7413626 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -7413794.500000 Penalty: 5419.470703
	Iteration 17Q: 3 clusters Score -7413794 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -7413981.500000 Penalty: 5419.470703
	Iteration 18Q: 3 clusters Score -7413982 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -7414162.000000 Penalty: 5419.470703
	Iteration 19Q: 3 clusters Score -7414162 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -7414316.500000 Penalty: 5419.470703
	Iteration 20F: 3 clusters Score -7414316 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -7414489.000000 Penalty: 5419.470703
	Iteration 21Q: 3 clusters Score -7414489 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -7414647.000000 Penalty: 5419.470703
	Iteration 22Q: 3 clusters Score -7414647 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -7414798.500000 Penalty: 5419.470703
	Iteration 23Q: 3 clusters Score -7414798 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -7414969.500000 Penalty: 5419.470703
	Iteration 24Q: 3 clusters Score -7414970 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -7415124.000000 Penalty: 5419.470703
	Iteration 25Q: 3 clusters Score -7415124 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -7415320.500000 Penalty: 5419.470703
	Iteration 26Q: 3 clusters Score -7415320 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -7415515.000000 Penalty: 5419.470703
	Iteration 27Q: 3 clusters Score -7415515 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -7415735.500000 Penalty: 5419.470703
	Iteration 28Q: 3 clusters Score -7415736 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -7415926.500000 Penalty: 5419.470703
	Iteration 29Q: 3 clusters Score -7415926 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -7416094.500000 Penalty: 5419.470703
	Iteration 30Q: 3 clusters Score -7416094 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7416293.500000 Penalty: 5419.470703
	Iteration 31Q: 3 clusters Score -7416294 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -7416492.500000 Penalty: 5419.470703
	Iteration 32Q: 3 clusters Score -7416492 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7416728.500000 Penalty: 5419.470703
	Iteration 33Q: 3 clusters Score -7416728 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -7416988.000000 Penalty: 5419.470703
	Iteration 34Q: 3 clusters Score -7416988 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -7417183.000000 Penalty: 5419.470703
	Iteration 35Q: 3 clusters Score -7417183 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -7417402.000000 Penalty: 5419.470703
	Iteration 36Q: 3 clusters Score -7417402 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -7417568.500000 Penalty: 5419.470703
	Iteration 37Q: 3 clusters Score -7417568 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -7417736.500000 Penalty: 5419.470703
	Iteration 38Q: 3 clusters Score -7417736 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -7417901.500000 Penalty: 5419.470703
	Iteration 39Q: 3 clusters Score -7417902 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -7418047.500000 Penalty: 5419.470703
	Iteration 40F: 3 clusters Score -7418048 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -7418171.000000 Penalty: 5419.470703
	Iteration 41Q: 3 clusters Score -7418171 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -7418281.500000 Penalty: 5419.470703
	Iteration 42Q: 3 clusters Score -7418282 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -7418429.500000 Penalty: 5419.470703
	Iteration 43Q: 3 clusters Score -7418430 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -7418623.000000 Penalty: 5419.470703
	Iteration 44Q: 3 clusters Score -7418623 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -7418763.000000 Penalty: 5419.470703
	Iteration 45Q: 3 clusters Score -7418763 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -7418918.000000 Penalty: 5419.470703
	Iteration 46Q: 3 clusters Score -7418918 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -7418997.000000 Penalty: 5419.470703
	Iteration 47Q: 3 clusters Score -7418997 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -7419111.500000 Penalty: 5419.470703
	Iteration 48Q: 3 clusters Score -7419112 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -7419218.000000 Penalty: 5419.470703
	Iteration 49Q: 3 clusters Score -7419218 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -7419295.500000 Penalty: 5419.470703
	Iteration 50Q: 3 clusters Score -7419296 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -7419356.000000 Penalty: 5419.470703
	Iteration 51Q: 3 clusters Score -7419356 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -7419391.500000 Penalty: 5419.470703
	Iteration 52Q: 3 clusters Score -7419392 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -7419455.000000 Penalty: 5419.470703
	Iteration 53Q: 3 clusters Score -7419455 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -7419495.000000 Penalty: 5419.470703
	Iteration 54Q: 3 clusters Score -7419495 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -7419557.000000 Penalty: 5419.470703
	Iteration 55Q: 3 clusters Score -7419557 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -7419616.500000 Penalty: 5419.470703
	Iteration 56Q: 3 clusters Score -7419616 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -7419665.000000 Penalty: 5419.470703
	Iteration 57Q: 3 clusters Score -7419665 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -7419680.000000 Penalty: 5419.470703
	Iteration 58Q: 3 clusters Score -7419680 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -7419719.000000 Penalty: 5419.470703
	Iteration 59Q: 3 clusters Score -7419719 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -7419759.500000 Penalty: 5419.470703
	Iteration 60F: 3 clusters Score -7419760 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -7419782.000000 Penalty: 5419.470703
	Iteration 61Q: 3 clusters Score -7419782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -7419808.000000 Penalty: 5419.470703
	Iteration 62Q: 3 clusters Score -7419808 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -7419865.000000 Penalty: 5419.470703
	Iteration 63Q: 3 clusters Score -7419865 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -7419911.000000 Penalty: 5419.470703
	Iteration 64Q: 3 clusters Score -7419911 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -7419944.500000 Penalty: 5419.470703
	Iteration 65Q: 3 clusters Score -7419944 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -7419964.000000 Penalty: 5419.470703
	Iteration 66Q: 3 clusters Score -7419964 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -7419989.500000 Penalty: 5419.470703
	Iteration 67Q: 3 clusters Score -7419990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -7420012.500000 Penalty: 5419.470703
	Iteration 68Q: 3 clusters Score -7420012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -7420041.500000 Penalty: 5419.470703
	Iteration 69Q: 3 clusters Score -7420042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -7420069.500000 Penalty: 5419.470703
	Iteration 70Q: 3 clusters Score -7420070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -7420097.000000 Penalty: 5419.470703
	Iteration 71Q: 3 clusters Score -7420097 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -7420116.500000 Penalty: 5419.470703
	Iteration 72Q: 3 clusters Score -7420116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -7420138.000000 Penalty: 5419.470703
	Iteration 73Q: 3 clusters Score -7420138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -7420162.000000 Penalty: 5419.470703
	Iteration 74Q: 3 clusters Score -7420162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -7420179.500000 Penalty: 5419.470703
	Iteration 75Q: 3 clusters Score -7420180 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -7420184.500000 Penalty: 5419.470703
	Iteration 76Q: 3 clusters Score -7420184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -7420193.500000 Penalty: 5419.470703
	Iteration 77Q: 3 clusters Score -7420194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -7420206.000000 Penalty: 5419.470703
	Iteration 78Q: 3 clusters Score -7420206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7420224.500000 Penalty: 5419.470703
	Iteration 79Q: 3 clusters Score -7420224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -7420232.500000 Penalty: 5419.470703
	Iteration 80F: 3 clusters Score -7420232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -7420246.500000 Penalty: 5419.470703
	Iteration 81Q: 3 clusters Score -7420246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -7420263.000000 Penalty: 5419.470703
	Iteration 82Q: 3 clusters Score -7420263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -7420260.000000 Penalty: 5419.470703
	Iteration 83Q: 3 clusters Score -7420260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -7420267.500000 Penalty: 5419.470703
	Iteration 84Q: 3 clusters Score -7420268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -7420267.500000 Penalty: 5419.470703
	Iteration 85Q: 3 clusters Score -7420268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -7420277.000000 Penalty: 5419.470703
	Iteration 86Q: 3 clusters Score -7420277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -7420280.500000 Penalty: 5419.470703
	Iteration 87Q: 3 clusters Score -7420280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -7420294.500000 Penalty: 5419.470703
	Iteration 88Q: 3 clusters Score -7420294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -7420317.500000 Penalty: 5419.470703
	Iteration 89Q: 3 clusters Score -7420318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -7420306.500000 Penalty: 5419.470703
	Iteration 90Q: 3 clusters Score -7420306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -7420303.500000 Penalty: 5419.470703
	Iteration 91Q: 3 clusters Score -7420304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -7420315.500000 Penalty: 5419.470703
	Iteration 92Q: 3 clusters Score -7420316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -7420334.000000 Penalty: 5419.470703
	Iteration 93Q: 3 clusters Score -7420334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -7420338.500000 Penalty: 5419.470703
	Iteration 94Q: 3 clusters Score -7420338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -7420341.000000 Penalty: 5419.470703
	Iteration 95Q: 3 clusters Score -7420341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -7420342.500000 Penalty: 5419.470703
	Iteration 96Q: 3 clusters Score -7420342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -7420338.000000 Penalty: 5419.470703
	Iteration 97Q: 3 clusters Score -7420338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -7420335.500000 Penalty: 5419.470703
	Iteration 98Q: 3 clusters Score -7420336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -7420340.500000 Penalty: 5419.470703
	Iteration 99Q: 3 clusters Score -7420340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -7420347.000000 Penalty: 5419.470703
	Iteration 100F: 3 clusters Score -7420347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -7420360.000000 Penalty: 5419.470703
	Iteration 101Q: 3 clusters Score -7420360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -7420365.000000 Penalty: 5419.470703
	Iteration 102Q: 3 clusters Score -7420365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -7420368.500000 Penalty: 5419.470703
	Iteration 103Q: 3 clusters Score -7420368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -7420367.000000 Penalty: 5419.470703
	Iteration 104Q: 3 clusters Score -7420367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -7420364.000000 Penalty: 5419.470703
	Iteration 105Q: 3 clusters Score -7420364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -7420359.500000 Penalty: 5419.470703
	Iteration 106Q: 3 clusters Score -7420360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -7420364.000000 Penalty: 5419.470703
	Iteration 107Q: 3 clusters Score -7420364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -7420372.500000 Penalty: 5419.470703
	Iteration 108Q: 3 clusters Score -7420372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -7420369.000000 Penalty: 5419.470703
	Iteration 109Q: 3 clusters Score -7420369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -7420370.000000 Penalty: 5419.470703
	Iteration 110Q: 3 clusters Score -7420370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -7420383.500000 Penalty: 5419.470703
	Iteration 111Q: 3 clusters Score -7420384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -7420398.500000 Penalty: 5419.470703
	Iteration 112Q: 3 clusters Score -7420398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -7420401.500000 Penalty: 5419.470703
	Iteration 113Q: 3 clusters Score -7420402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -7420418.000000 Penalty: 5419.470703
	Iteration 114Q: 3 clusters Score -7420418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -7420434.000000 Penalty: 5419.470703
	Iteration 115Q: 3 clusters Score -7420434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -7420444.000000 Penalty: 5419.470703
	Iteration 116Q: 3 clusters Score -7420444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -7420442.000000 Penalty: 5419.470703
	Iteration 117Q: 3 clusters Score -7420442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -7420446.500000 Penalty: 5419.470703
	Iteration 118Q: 3 clusters Score -7420446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -7420442.500000 Penalty: 5419.470703
	Iteration 119Q: 3 clusters Score -7420442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -7420452.000000 Penalty: 5419.470703
	Iteration 120F: 3 clusters Score -7420452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -7420453.000000 Penalty: 5419.470703
	Iteration 121Q: 3 clusters Score -7420453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -7420457.000000 Penalty: 5419.470703
	Iteration 122Q: 3 clusters Score -7420457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -7420451.500000 Penalty: 5419.470703
	Iteration 123Q: 3 clusters Score -7420452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -7420461.500000 Penalty: 5419.470703
	Iteration 124Q: 3 clusters Score -7420462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -7420463.500000 Penalty: 5419.470703
	Iteration 125Q: 3 clusters Score -7420464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -7420461.500000 Penalty: 5419.470703
	Iteration 126Q: 3 clusters Score -7420462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -7420464.500000 Penalty: 5419.470703
	Iteration 127Q: 3 clusters Score -7420464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -7420462.000000 Penalty: 5419.470703
	Iteration 128Q: 3 clusters Score -7420462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -7420461.000000 Penalty: 5419.470703
	Iteration 129Q: 3 clusters Score -7420461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -7420457.000000 Penalty: 5419.470703
	Iteration 130Q: 3 clusters Score -7420457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -7420457.000000 Penalty: 5419.470703
	Iteration 131F: 3 clusters Score -7420457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -27715.406250 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -27715.41 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 149 members 
Entering Unmasked Estep 
Score: -26488.935547 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -26488.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26562.980469 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -26562.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26582.851562 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -26582.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26601.726562 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -26601.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26610.001953 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -26610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26617.162109 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -26617.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26618.912109 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -26618.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26618.912109 Penalty: 2815.669922
	Iteration 7F: 3 clusters Score -26618.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (151131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151131 members 
Entering Unmasked Estep 
Score: -20111338.000000 Penalty: 2957.623779
	Iteration 0F: 2 clusters Score -2.011134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -20010916.000000 Penalty: 5915.247559
	Iteration 0F: 3 clusters Score -2.001092e+07 nChanged 72239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -20053072.000000 Penalty: 5915.247559
	Iteration 1F: 3 clusters Score -2.005307e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -20054268.000000 Penalty: 5915.247559
	Iteration 2Q: 3 clusters Score -2.005427e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -20055996.000000 Penalty: 5915.247559
	Iteration 3Q: 3 clusters Score -2.0056e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -20058368.000000 Penalty: 5915.247559
	Iteration 4Q: 3 clusters Score -2.005837e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -20061706.000000 Penalty: 5915.247559
	Iteration 5Q: 3 clusters Score -2.006171e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -20066438.000000 Penalty: 5915.247559
	Iteration 6F: 3 clusters Score -2.006644e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -20072304.000000 Penalty: 5915.247559
	Iteration 7F: 3 clusters Score -2.00723e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -20079012.000000 Penalty: 5915.247559
	Iteration 8F: 3 clusters Score -2.007901e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88759 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -20084598.000000 Penalty: 5915.247559
	Iteration 9F: 3 clusters Score -2.00846e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -20087442.000000 Penalty: 5915.247559
	Iteration 10Q: 3 clusters Score -2.008744e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -20088840.000000 Penalty: 5915.247559
	Iteration 11Q: 3 clusters Score -2.008884e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -20089826.000000 Penalty: 5915.247559
	Iteration 12Q: 3 clusters Score -2.008983e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -20090662.000000 Penalty: 5915.247559
	Iteration 13Q: 3 clusters Score -2.009066e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -20091840.000000 Penalty: 5915.247559
	Iteration 14Q: 3 clusters Score -2.009184e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101464 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -20092896.000000 Penalty: 5915.247559
	Iteration 15Q: 3 clusters Score -2.00929e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -20093970.000000 Penalty: 5915.247559
	Iteration 16Q: 3 clusters Score -2.009397e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -20095056.000000 Penalty: 5915.247559
	Iteration 17Q: 3 clusters Score -2.009506e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -20096222.000000 Penalty: 5915.247559
	Iteration 18Q: 3 clusters Score -2.009622e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -20097376.000000 Penalty: 5915.247559
	Iteration 19Q: 3 clusters Score -2.009738e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -20098482.000000 Penalty: 5915.247559
	Iteration 20F: 3 clusters Score -2.009848e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115768 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -20099600.000000 Penalty: 5915.247559
	Iteration 21Q: 3 clusters Score -2.00996e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -20100518.000000 Penalty: 5915.247559
	Iteration 22Q: 3 clusters Score -2.010052e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120086 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -20101216.000000 Penalty: 5915.247559
	Iteration 23Q: 3 clusters Score -2.010122e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122157 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -20102002.000000 Penalty: 5915.247559
	Iteration 24Q: 3 clusters Score -2.0102e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124130 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -20102598.000000 Penalty: 5915.247559
	Iteration 25Q: 3 clusters Score -2.01026e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126052 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -20103392.000000 Penalty: 5915.247559
	Iteration 26Q: 3 clusters Score -2.010339e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127944 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -20103964.000000 Penalty: 5915.247559
	Iteration 27Q: 3 clusters Score -2.010396e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129760 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -20104594.000000 Penalty: 5915.247559
	Iteration 28Q: 3 clusters Score -2.010459e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131527 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -20105152.000000 Penalty: 5915.247559
	Iteration 29Q: 3 clusters Score -2.010515e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133105 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -20105856.000000 Penalty: 5915.247559
	Iteration 30Q: 3 clusters Score -2.010586e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134662 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -20106396.000000 Penalty: 5915.247559
	Iteration 31Q: 3 clusters Score -2.01064e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -20107012.000000 Penalty: 5915.247559
	Iteration 32Q: 3 clusters Score -2.010701e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137572 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -20107402.000000 Penalty: 5915.247559
	Iteration 33Q: 3 clusters Score -2.01074e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138855 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -20107908.000000 Penalty: 5915.247559
	Iteration 34Q: 3 clusters Score -2.010791e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140008 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -20108308.000000 Penalty: 5915.247559
	Iteration 35Q: 3 clusters Score -2.010831e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141018 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -20108506.000000 Penalty: 5915.247559
	Iteration 36Q: 3 clusters Score -2.010851e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141919 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -20108716.000000 Penalty: 5915.247559
	Iteration 37Q: 3 clusters Score -2.010872e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142694 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -20108900.000000 Penalty: 5915.247559
	Iteration 38Q: 3 clusters Score -2.01089e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143329 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -20109044.000000 Penalty: 5915.247559
	Iteration 39Q: 3 clusters Score -2.010904e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143868 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -20109248.000000 Penalty: 5915.247559
	Iteration 40F: 3 clusters Score -2.010925e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144416 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -20109372.000000 Penalty: 5915.247559
	Iteration 41Q: 3 clusters Score -2.010937e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -20109464.000000 Penalty: 5915.247559
	Iteration 42Q: 3 clusters Score -2.010946e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145226 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -20109522.000000 Penalty: 5915.247559
	Iteration 43Q: 3 clusters Score -2.010952e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145573 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -20109636.000000 Penalty: 5915.247559
	Iteration 44Q: 3 clusters Score -2.010964e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145873 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -20109676.000000 Penalty: 5915.247559
	Iteration 45Q: 3 clusters Score -2.010968e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -20109668.000000 Penalty: 5915.247559
	Iteration 46Q: 3 clusters Score -2.010967e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146402 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -20109730.000000 Penalty: 5915.247559
	Iteration 47Q: 3 clusters Score -2.010973e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146640 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -20109774.000000 Penalty: 5915.247559
	Iteration 48Q: 3 clusters Score -2.010977e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146838 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -20109764.000000 Penalty: 5915.247559
	Iteration 49Q: 3 clusters Score -2.010976e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146994 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -20109776.000000 Penalty: 5915.247559
	Iteration 50Q: 3 clusters Score -2.010978e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147132 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -20109820.000000 Penalty: 5915.247559
	Iteration 51Q: 3 clusters Score -2.010982e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147254 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -20109868.000000 Penalty: 5915.247559
	Iteration 52Q: 3 clusters Score -2.010987e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147364 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -20109894.000000 Penalty: 5915.247559
	Iteration 53Q: 3 clusters Score -2.010989e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -20109884.000000 Penalty: 5915.247559
	Iteration 54Q: 3 clusters Score -2.010988e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -20109896.000000 Penalty: 5915.247559
	Iteration 55Q: 3 clusters Score -2.01099e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147602 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -20109900.000000 Penalty: 5915.247559
	Iteration 56Q: 3 clusters Score -2.01099e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -20109918.000000 Penalty: 5915.247559
	Iteration 57Q: 3 clusters Score -2.010992e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147717 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -20109924.000000 Penalty: 5915.247559
	Iteration 58Q: 3 clusters Score -2.010992e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147766 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -20109948.000000 Penalty: 5915.247559
	Iteration 59Q: 3 clusters Score -2.010995e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -20109970.000000 Penalty: 5915.247559
	Iteration 60F: 3 clusters Score -2.010997e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147885 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -20109980.000000 Penalty: 5915.247559
	Iteration 61Q: 3 clusters Score -2.010998e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147943 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -20110002.000000 Penalty: 5915.247559
	Iteration 62Q: 3 clusters Score -2.011e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147995 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -20110084.000000 Penalty: 5915.247559
	Iteration 63Q: 3 clusters Score -2.011008e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -20110124.000000 Penalty: 5915.247559
	Iteration 64Q: 3 clusters Score -2.011012e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -20110108.000000 Penalty: 5915.247559
	Iteration 65Q: 3 clusters Score -2.011011e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148141 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -20110116.000000 Penalty: 5915.247559
	Iteration 66Q: 3 clusters Score -2.011012e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148173 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -20110124.000000 Penalty: 5915.247559
	Iteration 67Q: 3 clusters Score -2.011012e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148206 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -20110140.000000 Penalty: 5915.247559
	Iteration 68Q: 3 clusters Score -2.011014e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148226 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -20110142.000000 Penalty: 5915.247559
	Iteration 69Q: 3 clusters Score -2.011014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148246 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -20110132.000000 Penalty: 5915.247559
	Iteration 70Q: 3 clusters Score -2.011013e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -20110114.000000 Penalty: 5915.247559
	Iteration 71Q: 3 clusters Score -2.011011e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148262 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -20110126.000000 Penalty: 5915.247559
	Iteration 72Q: 3 clusters Score -2.011013e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -20110120.000000 Penalty: 5915.247559
	Iteration 73Q: 3 clusters Score -2.011012e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148275 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -20110120.000000 Penalty: 5915.247559
	Iteration 74Q: 3 clusters Score -2.011012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148283 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -20110166.000000 Penalty: 5915.247559
	Iteration 75Q: 3 clusters Score -2.011017e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148280 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -20110182.000000 Penalty: 5915.247559
	Iteration 76Q: 3 clusters Score -2.011018e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -20110178.000000 Penalty: 5915.247559
	Iteration 77Q: 3 clusters Score -2.011018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -20110180.000000 Penalty: 5915.247559
	Iteration 78Q: 3 clusters Score -2.011018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -20110204.000000 Penalty: 5915.247559
	Iteration 79Q: 3 clusters Score -2.01102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148247 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -20110172.000000 Penalty: 5915.247559
	Iteration 80F: 3 clusters Score -2.011017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148226 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -20110194.000000 Penalty: 5915.247559
	Iteration 81Q: 3 clusters Score -2.011019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -20110180.000000 Penalty: 5915.247559
	Iteration 82Q: 3 clusters Score -2.011018e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148204 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -20110180.000000 Penalty: 5915.247559
	Iteration 83Q: 3 clusters Score -2.011018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148191 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -20110180.000000 Penalty: 5915.247559
	Iteration 84Q: 3 clusters Score -2.011018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148178 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -20110198.000000 Penalty: 5915.247559
	Iteration 85Q: 3 clusters Score -2.01102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148175 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -20110192.000000 Penalty: 5915.247559
	Iteration 86Q: 3 clusters Score -2.011019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148168 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -20110212.000000 Penalty: 5915.247559
	Iteration 87Q: 3 clusters Score -2.011021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148156 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -20110220.000000 Penalty: 5915.247559
	Iteration 88Q: 3 clusters Score -2.011022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -20110204.000000 Penalty: 5915.247559
	Iteration 89Q: 3 clusters Score -2.01102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148136 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -20110218.000000 Penalty: 5915.247559
	Iteration 90Q: 3 clusters Score -2.011022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148129 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -20110214.000000 Penalty: 5915.247559
	Iteration 91Q: 3 clusters Score -2.011021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148124 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -20110208.000000 Penalty: 5915.247559
	Iteration 92Q: 3 clusters Score -2.011021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148120 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -20110242.000000 Penalty: 5915.247559
	Iteration 93Q: 3 clusters Score -2.011024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148101 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -20110230.000000 Penalty: 5915.247559
	Iteration 94Q: 3 clusters Score -2.011023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148087 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -20110228.000000 Penalty: 5915.247559
	Iteration 95Q: 3 clusters Score -2.011023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -20110240.000000 Penalty: 5915.247559
	Iteration 96Q: 3 clusters Score -2.011024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148068 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -20110234.000000 Penalty: 5915.247559
	Iteration 97Q: 3 clusters Score -2.011023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148061 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -20110218.000000 Penalty: 5915.247559
	Iteration 98Q: 3 clusters Score -2.011022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -20110228.000000 Penalty: 5915.247559
	Iteration 99Q: 3 clusters Score -2.011023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148041 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -20110220.000000 Penalty: 5915.247559
	Iteration 100F: 3 clusters Score -2.011022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148033 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -20110222.000000 Penalty: 5915.247559
	Iteration 101Q: 3 clusters Score -2.011022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148022 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -20110228.000000 Penalty: 5915.247559
	Iteration 102Q: 3 clusters Score -2.011023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148020 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -20110210.000000 Penalty: 5915.247559
	Iteration 103Q: 3 clusters Score -2.011021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -20110198.000000 Penalty: 5915.247559
	Iteration 104Q: 3 clusters Score -2.01102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148006 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -20110218.000000 Penalty: 5915.247559
	Iteration 105Q: 3 clusters Score -2.011022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148001 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -20110200.000000 Penalty: 5915.247559
	Iteration 106Q: 3 clusters Score -2.01102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147999 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -20110204.000000 Penalty: 5915.247559
	Iteration 107Q: 3 clusters Score -2.01102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147994 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -20110196.000000 Penalty: 5915.247559
	Iteration 108Q: 3 clusters Score -2.01102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147992 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -20110214.000000 Penalty: 5915.247559
	Iteration 109Q: 3 clusters Score -2.011021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147991 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -20110206.000000 Penalty: 5915.247559
	Iteration 110Q: 3 clusters Score -2.011021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147988 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -20110208.000000 Penalty: 5915.247559
	Iteration 111Q: 3 clusters Score -2.011021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -20110206.000000 Penalty: 5915.247559
	Iteration 112Q: 3 clusters Score -2.011021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -20110206.000000 Penalty: 5915.247559
	Iteration 113Q: 3 clusters Score -2.011021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -20110198.000000 Penalty: 5915.247559
	Iteration 114Q: 3 clusters Score -2.01102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147965 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -20110198.000000 Penalty: 5915.247559
	Iteration 115Q: 3 clusters Score -2.01102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147956 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -20110212.000000 Penalty: 5915.247559
	Iteration 116Q: 3 clusters Score -2.011021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147948 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -20110210.000000 Penalty: 5915.247559
	Iteration 117Q: 3 clusters Score -2.011021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147940 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -20110222.000000 Penalty: 5915.247559
	Iteration 118Q: 3 clusters Score -2.011022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147931 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -20110220.000000 Penalty: 5915.247559
	Iteration 119Q: 3 clusters Score -2.011022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -20110226.000000 Penalty: 5915.247559
	Iteration 120F: 3 clusters Score -2.011023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147912 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -20110226.000000 Penalty: 5915.247559
	Iteration 121Q: 3 clusters Score -2.011023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147907 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -20110222.000000 Penalty: 5915.247559
	Iteration 122Q: 3 clusters Score -2.011022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147904 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -20110212.000000 Penalty: 5915.247559
	Iteration 123Q: 3 clusters Score -2.011021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -20110230.000000 Penalty: 5915.247559
	Iteration 124Q: 3 clusters Score -2.011023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147885 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -20110220.000000 Penalty: 5915.247559
	Iteration 125Q: 3 clusters Score -2.011022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147882 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -20110230.000000 Penalty: 5915.247559
	Iteration 126Q: 3 clusters Score -2.011023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147878 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -20110256.000000 Penalty: 5915.247559
	Iteration 127Q: 3 clusters Score -2.011026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147879 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -20110244.000000 Penalty: 5915.247559
	Iteration 128Q: 3 clusters Score -2.011024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -20110254.000000 Penalty: 5915.247559
	Iteration 129Q: 3 clusters Score -2.011025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147864 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -20110272.000000 Penalty: 5915.247559
	Iteration 130Q: 3 clusters Score -2.011027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147861 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -20110264.000000 Penalty: 5915.247559
	Iteration 131Q: 3 clusters Score -2.011026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147853 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -20110264.000000 Penalty: 5915.247559
	Iteration 132Q: 3 clusters Score -2.011026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147848 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -20110256.000000 Penalty: 5915.247559
	Iteration 133Q: 3 clusters Score -2.011026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147848 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -20110248.000000 Penalty: 5915.247559
	Iteration 134Q: 3 clusters Score -2.011025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147848 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -20110258.000000 Penalty: 5915.247559
	Iteration 135Q: 3 clusters Score -2.011026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -20110248.000000 Penalty: 5915.247559
	Iteration 136Q: 3 clusters Score -2.011025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147842 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -20110236.000000 Penalty: 5915.247559
	Iteration 137Q: 3 clusters Score -2.011024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147839 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -20110258.000000 Penalty: 5915.247559
	Iteration 138Q: 3 clusters Score -2.011026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147837 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -20110242.000000 Penalty: 5915.247559
	Iteration 139Q: 3 clusters Score -2.011024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147833 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -20110242.000000 Penalty: 5915.247559
	Iteration 140F: 3 clusters Score -2.011024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -20110242.000000 Penalty: 5915.247559
	Iteration 141Q: 3 clusters Score -2.011024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147828 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -20110242.000000 Penalty: 5915.247559
	Iteration 142Q: 3 clusters Score -2.011024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147828 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -20110216.000000 Penalty: 5915.247559
	Iteration 143Q: 3 clusters Score -2.011022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147827 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -20110224.000000 Penalty: 5915.247559
	Iteration 144Q: 3 clusters Score -2.011022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147822 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20110238.000000 Penalty: 5915.247559
	Iteration 145Q: 3 clusters Score -2.011024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147820 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -20110232.000000 Penalty: 5915.247559
	Iteration 146Q: 3 clusters Score -2.011023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -20110254.000000 Penalty: 5915.247559
	Iteration 147Q: 3 clusters Score -2.011025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147807 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -20110240.000000 Penalty: 5915.247559
	Iteration 148Q: 3 clusters Score -2.011024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147802 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -20110240.000000 Penalty: 5915.247559
	Iteration 149Q: 3 clusters Score -2.011024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147799 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -20110250.000000 Penalty: 5915.247559
	Iteration 150Q: 3 clusters Score -2.011025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147798 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -20110240.000000 Penalty: 5915.247559
	Iteration 151Q: 3 clusters Score -2.011024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147792 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -20110240.000000 Penalty: 5915.247559
	Iteration 152Q: 3 clusters Score -2.011024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147788 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -20110262.000000 Penalty: 5915.247559
	Iteration 153Q: 3 clusters Score -2.011026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -20110250.000000 Penalty: 5915.247559
	Iteration 154Q: 3 clusters Score -2.011025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -20110254.000000 Penalty: 5915.247559
	Iteration 155Q: 3 clusters Score -2.011025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147783 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20110258.000000 Penalty: 5915.247559
	Iteration 156Q: 3 clusters Score -2.011026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -20110258.000000 Penalty: 5915.247559
	Iteration 157Q: 3 clusters Score -2.011026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -20110256.000000 Penalty: 5915.247559
	Iteration 158Q: 3 clusters Score -2.011026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147779 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -20110262.000000 Penalty: 5915.247559
	Iteration 159Q: 3 clusters Score -2.011026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147779 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -20110262.000000 Penalty: 5915.247559
	Iteration 160F: 3 clusters Score -2.011026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Entering Unmasked Estep 
Score: -8790372.000000 Penalty: 2751.001465
	Iteration 0F: 2 clusters Score -8790372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -8746156.000000 Penalty: 5502.002930
	Iteration 0F: 3 clusters Score -8746156 nChanged 30596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -8763688.000000 Penalty: 5502.002930
	Iteration 1F: 3 clusters Score -8763688 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -8764463.000000 Penalty: 5502.002930
	Iteration 2Q: 3 clusters Score -8764463 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -8765358.000000 Penalty: 5502.002930
	Iteration 3Q: 3 clusters Score -8765358 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -8766778.000000 Penalty: 5502.002930
	Iteration 4Q: 3 clusters Score -8766778 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -8768871.000000 Penalty: 5502.002930
	Iteration 5F: 3 clusters Score -8768871 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -8771828.000000 Penalty: 5502.002930
	Iteration 6F: 3 clusters Score -8771828 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -8775831.000000 Penalty: 5502.002930
	Iteration 7F: 3 clusters Score -8775831 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -8780245.000000 Penalty: 5502.002930
	Iteration 8F: 3 clusters Score -8780245 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -8783884.000000 Penalty: 5502.002930
	Iteration 9F: 3 clusters Score -8783884 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8786031.000000 Penalty: 5502.002930
	Iteration 10Q: 3 clusters Score -8786031 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8787052.000000 Penalty: 5502.002930
	Iteration 11Q: 3 clusters Score -8787052 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8787504.000000 Penalty: 5502.002930
	Iteration 12Q: 3 clusters Score -8787504 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8787732.000000 Penalty: 5502.002930
	Iteration 13Q: 3 clusters Score -8787732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8787851.000000 Penalty: 5502.002930
	Iteration 14Q: 3 clusters Score -8787851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8787926.000000 Penalty: 5502.002930
	Iteration 15Q: 3 clusters Score -8787926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8787951.000000 Penalty: 5502.002930
	Iteration 16Q: 3 clusters Score -8787951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8787980.000000 Penalty: 5502.002930
	Iteration 17Q: 3 clusters Score -8787980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8787989.000000 Penalty: 5502.002930
	Iteration 18Q: 3 clusters Score -8787989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8788001.000000 Penalty: 5502.002930
	Iteration 19Q: 3 clusters Score -8788001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8788002.000000 Penalty: 5502.002930
	Iteration 20F: 3 clusters Score -8788002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8788009.000000 Penalty: 5502.002930
	Iteration 21Q: 3 clusters Score -8788009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8788014.000000 Penalty: 5502.002930
	Iteration 22Q: 3 clusters Score -8788014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8788009.000000 Penalty: 5502.002930
	Iteration 23Q: 3 clusters Score -8788009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8788012.000000 Penalty: 5502.002930
	Iteration 24Q: 3 clusters Score -8788012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8788012.000000 Penalty: 5502.002930
	Iteration 25F: 3 clusters Score -8788012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Entering Unmasked Estep 
Score: -3816654.750000 Penalty: 2542.826904
	Iteration 0F: 2 clusters Score -3816655 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 14208 members 
Entering Unmasked Estep 
Score: -3797107.500000 Penalty: 5085.653809
	Iteration 0F: 3 clusters Score -3797108 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3803802.750000 Penalty: 5085.653809
	Iteration 1F: 3 clusters Score -3803803 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3804216.000000 Penalty: 5085.653809
	Iteration 2Q: 3 clusters Score -3804216 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3804585.500000 Penalty: 5085.653809
	Iteration 3Q: 3 clusters Score -3804586 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3804960.000000 Penalty: 5085.653809
	Iteration 4Q: 3 clusters Score -3804960 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3805439.500000 Penalty: 5085.653809
	Iteration 5Q: 3 clusters Score -3805440 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3806199.750000 Penalty: 5085.653809
	Iteration 6Q: 3 clusters Score -3806200 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3807132.250000 Penalty: 5085.653809
	Iteration 7F: 3 clusters Score -3807132 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3808243.500000 Penalty: 5085.653809
	Iteration 8F: 3 clusters Score -3808244 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3809582.500000 Penalty: 5085.653809
	Iteration 9F: 3 clusters Score -3809582 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3811133.000000 Penalty: 5085.653809
	Iteration 10F: 3 clusters Score -3811133 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3812590.250000 Penalty: 5085.653809
	Iteration 11F: 3 clusters Score -3812590 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3813829.250000 Penalty: 5085.653809
	Iteration 12F: 3 clusters Score -3813829 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3814713.000000 Penalty: 5085.653809
	Iteration 13Q: 3 clusters Score -3814713 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3815289.750000 Penalty: 5085.653809
	Iteration 14Q: 3 clusters Score -3815290 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3815683.000000 Penalty: 5085.653809
	Iteration 15Q: 3 clusters Score -3815683 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3815931.500000 Penalty: 5085.653809
	Iteration 16Q: 3 clusters Score -3815932 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3816091.250000 Penalty: 5085.653809
	Iteration 17Q: 3 clusters Score -3816091 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3816186.750000 Penalty: 5085.653809
	Iteration 18Q: 3 clusters Score -3816187 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3816257.750000 Penalty: 5085.653809
	Iteration 19Q: 3 clusters Score -3816258 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3816329.250000 Penalty: 5085.653809
	Iteration 20F: 3 clusters Score -3816329 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3816371.250000 Penalty: 5085.653809
	Iteration 21Q: 3 clusters Score -3816371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3816395.250000 Penalty: 5085.653809
	Iteration 22Q: 3 clusters Score -3816395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3816398.000000 Penalty: 5085.653809
	Iteration 23Q: 3 clusters Score -3816398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3816407.750000 Penalty: 5085.653809
	Iteration 24Q: 3 clusters Score -3816408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3816414.000000 Penalty: 5085.653809
	Iteration 25Q: 3 clusters Score -3816414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3816425.750000 Penalty: 5085.653809
	Iteration 26Q: 3 clusters Score -3816426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3816428.750000 Penalty: 5085.653809
	Iteration 27Q: 3 clusters Score -3816429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3816429.000000 Penalty: 5085.653809
	Iteration 28Q: 3 clusters Score -3816429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3816439.750000 Penalty: 5085.653809
	Iteration 29Q: 3 clusters Score -3816440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3816441.750000 Penalty: 5085.653809
	Iteration 30Q: 3 clusters Score -3816442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3816439.750000 Penalty: 5085.653809
	Iteration 31Q: 3 clusters Score -3816440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3816441.500000 Penalty: 5085.653809
	Iteration 32Q: 3 clusters Score -3816442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3816445.000000 Penalty: 5085.653809
	Iteration 33Q: 3 clusters Score -3816445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3816443.250000 Penalty: 5085.653809
	Iteration 34Q: 3 clusters Score -3816443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3816444.500000 Penalty: 5085.653809
	Iteration 35Q: 3 clusters Score -3816444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3816447.000000 Penalty: 5085.653809
	Iteration 36Q: 3 clusters Score -3816447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3816447.000000 Penalty: 5085.653809
	Iteration 37F: 3 clusters Score -3816447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -78586.453125 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -78586.45 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 357 members 
Entering Unmasked Estep 
Score: -76952.164062 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -76952.16 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77369.078125 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -77369.08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77716.500000 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -77716.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77886.867188 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -77886.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78083.164062 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -78083.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78224.289062 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -78224.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78313.492188 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -78313.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78385.492188 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -78385.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78411.085938 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -78411.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78432.820312 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -78432.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78452.953125 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -78452.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78459.593750 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -78459.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78459.593750 Penalty: 3270.149902
	Iteration 12F: 3 clusters Score -78459.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Entering Unmasked Estep 
Score: -875921.562500 Penalty: 2193.824219
	Iteration 0F: 2 clusters Score -875921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -870264.250000 Penalty: 4387.648438
	Iteration 0F: 3 clusters Score -870264.2 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -871888.062500 Penalty: 4387.648438
	Iteration 1F: 3 clusters Score -871888.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -872245.437500 Penalty: 4387.648438
	Iteration 2F: 3 clusters Score -872245.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -872515.250000 Penalty: 4387.648438
	Iteration 3F: 3 clusters Score -872515.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -872755.250000 Penalty: 4387.648438
	Iteration 4F: 3 clusters Score -872755.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -872964.062500 Penalty: 4387.648438
	Iteration 5Q: 3 clusters Score -872964.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -873143.375000 Penalty: 4387.648438
	Iteration 6Q: 3 clusters Score -873143.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -873302.750000 Penalty: 4387.648438
	Iteration 7Q: 3 clusters Score -873302.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -873450.625000 Penalty: 4387.648438
	Iteration 8Q: 3 clusters Score -873450.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -873601.750000 Penalty: 4387.648438
	Iteration 9Q: 3 clusters Score -873601.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -873736.562500 Penalty: 4387.648438
	Iteration 10Q: 3 clusters Score -873736.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -873895.375000 Penalty: 4387.648438
	Iteration 11Q: 3 clusters Score -873895.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -874042.375000 Penalty: 4387.648438
	Iteration 12Q: 3 clusters Score -874042.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -874153.500000 Penalty: 4387.648438
	Iteration 13Q: 3 clusters Score -874153.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -874246.312500 Penalty: 4387.648438
	Iteration 14Q: 3 clusters Score -874246.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -874327.187500 Penalty: 4387.648438
	Iteration 15Q: 3 clusters Score -874327.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -874360.750000 Penalty: 4387.648438
	Iteration 16Q: 3 clusters Score -874360.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -874385.437500 Penalty: 4387.648438
	Iteration 17Q: 3 clusters Score -874385.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -874397.375000 Penalty: 4387.648438
	Iteration 18Q: 3 clusters Score -874397.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -874405.687500 Penalty: 4387.648438
	Iteration 19Q: 3 clusters Score -874405.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -874412.812500 Penalty: 4387.648438
	Iteration 20F: 3 clusters Score -874412.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -874416.750000 Penalty: 4387.648438
	Iteration 21Q: 3 clusters Score -874416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -874419.125000 Penalty: 4387.648438
	Iteration 22Q: 3 clusters Score -874419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -874418.500000 Penalty: 4387.648438
	Iteration 23Q: 3 clusters Score -874418.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -874420.062500 Penalty: 4387.648438
	Iteration 24Q: 3 clusters Score -874420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -874421.062500 Penalty: 4387.648438
	Iteration 25Q: 3 clusters Score -874421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -874422.062500 Penalty: 4387.648438
	Iteration 26Q: 3 clusters Score -874422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -874422.000000 Penalty: 4387.648438
	Iteration 27Q: 3 clusters Score -874422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -874422.562500 Penalty: 4387.648438
	Iteration 28Q: 3 clusters Score -874422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -874422.750000 Penalty: 4387.648438
	Iteration 29Q: 3 clusters Score -874422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -874422.750000 Penalty: 4387.648438
	Iteration 30F: 3 clusters Score -874422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -668107.562500 Penalty: 2127.788330
	Iteration 0F: 2 clusters Score -668107.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -663414.250000 Penalty: 4255.576660
	Iteration 0F: 3 clusters Score -663414.2 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -664567.750000 Penalty: 4255.576660
	Iteration 1F: 3 clusters Score -664567.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -664840.312500 Penalty: 4255.576660
	Iteration 2F: 3 clusters Score -664840.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -665079.312500 Penalty: 4255.576660
	Iteration 3F: 3 clusters Score -665079.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -665296.937500 Penalty: 4255.576660
	Iteration 4F: 3 clusters Score -665296.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -665522.875000 Penalty: 4255.576660
	Iteration 5Q: 3 clusters Score -665522.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -665743.687500 Penalty: 4255.576660
	Iteration 6Q: 3 clusters Score -665743.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -666022.625000 Penalty: 4255.576660
	Iteration 7F: 3 clusters Score -666022.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -666269.812500 Penalty: 4255.576660
	Iteration 8Q: 3 clusters Score -666269.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -666528.937500 Penalty: 4255.576660
	Iteration 9Q: 3 clusters Score -666528.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -666723.625000 Penalty: 4255.576660
	Iteration 10Q: 3 clusters Score -666723.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -666846.875000 Penalty: 4255.576660
	Iteration 11Q: 3 clusters Score -666846.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -666934.062500 Penalty: 4255.576660
	Iteration 12Q: 3 clusters Score -666934.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -667014.937500 Penalty: 4255.576660
	Iteration 13Q: 3 clusters Score -667014.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -667079.375000 Penalty: 4255.576660
	Iteration 14Q: 3 clusters Score -667079.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -667123.687500 Penalty: 4255.576660
	Iteration 15Q: 3 clusters Score -667123.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -667147.500000 Penalty: 4255.576660
	Iteration 16Q: 3 clusters Score -667147.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -667166.437500 Penalty: 4255.576660
	Iteration 17Q: 3 clusters Score -667166.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -667184.937500 Penalty: 4255.576660
	Iteration 18Q: 3 clusters Score -667184.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -667192.125000 Penalty: 4255.576660
	Iteration 19Q: 3 clusters Score -667192.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -667200.000000 Penalty: 4255.576660
	Iteration 20F: 3 clusters Score -667200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -667200.000000 Penalty: 4255.576660
	Iteration 21Q: 3 clusters Score -667200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -667203.937500 Penalty: 4255.576660
	Iteration 22Q: 3 clusters Score -667203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -667204.500000 Penalty: 4255.576660
	Iteration 23Q: 3 clusters Score -667204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -667203.062500 Penalty: 4255.576660
	Iteration 24Q: 3 clusters Score -667203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -667204.312500 Penalty: 4255.576660
	Iteration 25Q: 3 clusters Score -667204.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -667204.312500 Penalty: 4255.576660
	Iteration 26F: 3 clusters Score -667204.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Entering Unmasked Estep 
Score: -1552407.125000 Penalty: 2324.770264
	Iteration 0F: 2 clusters Score -1552407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1543553.125000 Penalty: 4649.540527
	Iteration 0F: 3 clusters Score -1543553 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1546223.375000 Penalty: 4649.540527
	Iteration 1F: 3 clusters Score -1546223 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1546583.375000 Penalty: 4649.540527
	Iteration 2F: 3 clusters Score -1546583 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1546896.875000 Penalty: 4649.540527
	Iteration 3F: 3 clusters Score -1546897 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1547238.000000 Penalty: 4649.540527
	Iteration 4Q: 3 clusters Score -1547238 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1547599.000000 Penalty: 4649.540527
	Iteration 5Q: 3 clusters Score -1547599 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1548044.500000 Penalty: 4649.540527
	Iteration 6F: 3 clusters Score -1548044 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1548472.375000 Penalty: 4649.540527
	Iteration 7F: 3 clusters Score -1548472 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1548952.375000 Penalty: 4649.540527
	Iteration 8F: 3 clusters Score -1548952 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1549486.750000 Penalty: 4649.540527
	Iteration 9F: 3 clusters Score -1549487 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1550077.875000 Penalty: 4649.540527
	Iteration 10F: 3 clusters Score -1550078 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1550706.125000 Penalty: 4649.540527
	Iteration 11F: 3 clusters Score -1550706 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1551298.250000 Penalty: 4649.540527
	Iteration 12Q: 3 clusters Score -1551298 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1551732.000000 Penalty: 4649.540527
	Iteration 13Q: 3 clusters Score -1551732 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1551986.750000 Penalty: 4649.540527
	Iteration 14Q: 3 clusters Score -1551987 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1552136.375000 Penalty: 4649.540527
	Iteration 15Q: 3 clusters Score -1552136 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1552210.750000 Penalty: 4649.540527
	Iteration 16Q: 3 clusters Score -1552211 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1552245.750000 Penalty: 4649.540527
	Iteration 17Q: 3 clusters Score -1552246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1552267.625000 Penalty: 4649.540527
	Iteration 18Q: 3 clusters Score -1552268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1552278.750000 Penalty: 4649.540527
	Iteration 19Q: 3 clusters Score -1552279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1552288.125000 Penalty: 4649.540527
	Iteration 20F: 3 clusters Score -1552288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1552292.250000 Penalty: 4649.540527
	Iteration 21Q: 3 clusters Score -1552292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1552296.875000 Penalty: 4649.540527
	Iteration 22Q: 3 clusters Score -1552297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1552299.875000 Penalty: 4649.540527
	Iteration 23Q: 3 clusters Score -1552300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1552298.375000 Penalty: 4649.540527
	Iteration 24Q: 3 clusters Score -1552298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1552304.250000 Penalty: 4649.540527
	Iteration 25Q: 3 clusters Score -1552304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1552313.875000 Penalty: 4649.540527
	Iteration 26Q: 3 clusters Score -1552314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1552314.875000 Penalty: 4649.540527
	Iteration 27Q: 3 clusters Score -1552315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1552314.875000 Penalty: 4649.540527
	Iteration 28Q: 3 clusters Score -1552315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1552315.375000 Penalty: 4649.540527
	Iteration 29Q: 3 clusters Score -1552315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1552314.500000 Penalty: 4649.540527
	Iteration 30Q: 3 clusters Score -1552314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1552314.125000 Penalty: 4649.540527
	Iteration 31Q: 3 clusters Score -1552314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1552314.125000 Penalty: 4649.540527
	Iteration 32F: 3 clusters Score -1552314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -272990.593750 Penalty: 1895.583740
	Iteration 0F: 2 clusters Score -272990.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -270315.562500 Penalty: 3791.167480
	Iteration 0F: 3 clusters Score -270315.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -270843.593750 Penalty: 3791.167480
	Iteration 1F: 3 clusters Score -270843.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -270973.906250 Penalty: 3791.167480
	Iteration 2F: 3 clusters Score -270973.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -271037.468750 Penalty: 3791.167480
	Iteration 3Q: 3 clusters Score -271037.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -271073.468750 Penalty: 3791.167480
	Iteration 4Q: 3 clusters Score -271073.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271089.843750 Penalty: 3791.167480
	Iteration 5Q: 3 clusters Score -271089.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -271103.656250 Penalty: 3791.167480
	Iteration 6Q: 3 clusters Score -271103.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -271119.687500 Penalty: 3791.167480
	Iteration 7Q: 3 clusters Score -271119.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -271134.718750 Penalty: 3791.167480
	Iteration 8Q: 3 clusters Score -271134.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -271151.000000 Penalty: 3791.167480
	Iteration 9Q: 3 clusters Score -271151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271169.218750 Penalty: 3791.167480
	Iteration 10Q: 3 clusters Score -271169.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -271182.906250 Penalty: 3791.167480
	Iteration 11Q: 3 clusters Score -271182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -271186.562500 Penalty: 3791.167480
	Iteration 12Q: 3 clusters Score -271186.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -271190.750000 Penalty: 3791.167480
	Iteration 13Q: 3 clusters Score -271190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -271196.437500 Penalty: 3791.167480
	Iteration 14Q: 3 clusters Score -271196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -271200.031250 Penalty: 3791.167480
	Iteration 15Q: 3 clusters Score -271200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -271205.343750 Penalty: 3791.167480
	Iteration 16Q: 3 clusters Score -271205.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -271210.312500 Penalty: 3791.167480
	Iteration 17Q: 3 clusters Score -271210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271214.000000 Penalty: 3791.167480
	Iteration 18Q: 3 clusters Score -271214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -271220.031250 Penalty: 3791.167480
	Iteration 19Q: 3 clusters Score -271220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -271225.187500 Penalty: 3791.167480
	Iteration 20F: 3 clusters Score -271225.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -271228.500000 Penalty: 3791.167480
	Iteration 21Q: 3 clusters Score -271228.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -271231.750000 Penalty: 3791.167480
	Iteration 22Q: 3 clusters Score -271231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -271234.281250 Penalty: 3791.167480
	Iteration 23Q: 3 clusters Score -271234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -271236.093750 Penalty: 3791.167480
	Iteration 24Q: 3 clusters Score -271236.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -271239.250000 Penalty: 3791.167480
	Iteration 25Q: 3 clusters Score -271239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -271241.156250 Penalty: 3791.167480
	Iteration 26Q: 3 clusters Score -271241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -271243.781250 Penalty: 3791.167480
	Iteration 27Q: 3 clusters Score -271243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -271247.031250 Penalty: 3791.167480
	Iteration 28Q: 3 clusters Score -271247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -271248.281250 Penalty: 3791.167480
	Iteration 29Q: 3 clusters Score -271248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -271248.906250 Penalty: 3791.167480
	Iteration 30Q: 3 clusters Score -271248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -271249.812500 Penalty: 3791.167480
	Iteration 31Q: 3 clusters Score -271249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -271249.750000 Penalty: 3791.167480
	Iteration 32Q: 3 clusters Score -271249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -271251.187500 Penalty: 3791.167480
	Iteration 33Q: 3 clusters Score -271251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -271252.500000 Penalty: 3791.167480
	Iteration 34Q: 3 clusters Score -271252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -271254.250000 Penalty: 3791.167480
	Iteration 35Q: 3 clusters Score -271254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -271257.250000 Penalty: 3791.167480
	Iteration 36Q: 3 clusters Score -271257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -271258.937500 Penalty: 3791.167480
	Iteration 37Q: 3 clusters Score -271258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -271260.593750 Penalty: 3791.167480
	Iteration 38Q: 3 clusters Score -271260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -271261.843750 Penalty: 3791.167480
	Iteration 39Q: 3 clusters Score -271261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -271262.156250 Penalty: 3791.167480
	Iteration 40F: 3 clusters Score -271262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (50788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Entering Unmasked Estep 
Score: -6659431.000000 Penalty: 2687.183105
	Iteration 0F: 2 clusters Score -6659431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6625270 nChanged 23528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6638206 nChanged 1682
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6638566 nChanged 1493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6638822 nChanged 1327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6639134 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6639480 nChanged 1518
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6639892 nChanged 1736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6640442 nChanged 2199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6641426 nChanged 2830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6643090 nChanged 3448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6645412 nChanged 3680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -6648288 nChanged 3451
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -6651364 nChanged 2634
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -6653712 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6655280 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -6656172.000000 Penalty: 5374.366211
	Iteration 15Q: 3 clusters Score -6656172 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6656588 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6656774 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6656892 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6656964 nChanged 156
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Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6657028.500000 Penalty: 5374.366211
	Iteration 20F: 3 clusters Score -6657028 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6657057.500000 Penalty: 5374.366211
	Iteration 21Q: 3 clusters Score -6657058 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6657082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6657102.000000 Penalty: 5374.366211
	Iteration 23Q: 3 clusters Score -6657102 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6657131.500000 Penalty: 5374.366211
	Iteration 24Q: 3 clusters Score -6657132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6657128.500000 Penalty: 5374.366211
	Iteration 25Q: 3 clusters Score -6657128 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6657135.000000 Penalty: 5374.366211
	Iteration 26Q: 3 clusters Score -6657135 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6657161.000000 Penalty: 5374.366211
	Iteration 27Q: 3 clusters Score -6657161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6657176.000000 Penalty: 5374.366211
	Iteration 28Q: 3 clusters Score -6657176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -6657217.000000 Penalty: 5374.366211
	Iteration 29Q: 3 clusters Score -6657217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6657227.500000 Penalty: 5374.366211
	Iteration 30Q: 3 clusters Score -6657228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6657239.500000 Penalty: 5374.366211
	Iteration 31Q: 3 clusters Score -6657240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6657242.500000 Penalty: 5374.366211
	Iteration 32Q: 3 clusters Score -6657242 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6657241.500000 Penalty: 5374.366211
	Iteration 33Q: 3 clusters Score -6657242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6657244.500000 Penalty: 5374.366211
	Iteration 34Q: 3 clusters Score -6657244 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6657252 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6657261.000000 Penalty: 5374.366211
	Iteration 36Q: 3 clusters Score -6657261 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6657274.500000 Penalty: 5374.366211
	Iteration 37Q: 3 clusters Score -6657274 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6657281.000000 Penalty: 5374.366211
	Iteration 38Q: 3 clusters Score -6657281 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6657281 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6657284.000000 Penalty: 5374.366211
	Iteration 40F: 3 clusters Score -6657284 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6657283 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6657274 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6657278.000000 Penalty: 5374.366211
	Iteration 43Q: 3 clusters Score -6657278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6657278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6657279 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48350 members 
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Entering Unmasked Estep 
Score: -6657282.000000 Penalty: 5374.366211
	Iteration 46Q: 3 clusters Score -6657282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6657278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6657277 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6657279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6657280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6657287.500000 Penalty: 5374.366211
	Iteration 51Q: 3 clusters Score -6657288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6657281.500000 Penalty: 5374.366211
	Iteration 52Q: 3 clusters Score -6657282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6657288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6657290.000000 Penalty: 5374.366211
	Iteration 54Q: 3 clusters Score -6657290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
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Entering Unmasked Estep 
Score: -6657286.500000 Penalty: 5374.366211
	Iteration 55Q: 3 clusters Score -6657286 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48438 members 
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Entering Unmasked Estep 
Score: -6657293.000000 Penalty: 5374.366211
	Iteration 56Q: 3 clusters Score -6657293 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6657298 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6657299.500000 Penalty: 5374.366211
	Iteration 58Q: 3 clusters Score -6657300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6657292 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6657299.500000 Penalty: 5374.366211
	Iteration 60F: 3 clusters Score -6657300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6657308.500000 Penalty: 5374.366211
	Iteration 61Q: 3 clusters Score -6657308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6657308 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6657306.500000 Penalty: 5374.366211
	Iteration 63Q: 3 clusters Score -6657306 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6657310.000000 Penalty: 5374.366211
	Iteration 64Q: 3 clusters Score -6657310 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6657307 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6657309.500000 Penalty: 5374.366211
	Iteration 66Q: 3 clusters Score -6657310 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6657311.500000 Penalty: 5374.366211
	Iteration 67Q: 3 clusters Score -6657312 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6657322.000000 Penalty: 5374.366211
	Iteration 68Q: 3 clusters Score -6657322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6657323.500000 Penalty: 5374.366211
	Iteration 69Q: 3 clusters Score -6657324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6657321.000000 Penalty: 5374.366211
	Iteration 70Q: 3 clusters Score -6657321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6657329.500000 Penalty: 5374.366211
	Iteration 71Q: 3 clusters Score -6657330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6657334.000000 Penalty: 5374.366211
	Iteration 72Q: 3 clusters Score -6657334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6657334 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6657335.000000 Penalty: 5374.366211
	Iteration 74Q: 3 clusters Score -6657335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6657336 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6657339.500000 Penalty: 5374.366211
	Iteration 76Q: 3 clusters Score -6657340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6657342.500000 Penalty: 5374.366211
	Iteration 77Q: 3 clusters Score -6657342 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6657351.000000 Penalty: 5374.366211
	Iteration 78Q: 3 clusters Score -6657351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6657346.500000 Penalty: 5374.366211
	Iteration 79Q: 3 clusters Score -6657346 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6657348.000000 Penalty: 5374.366211
	Iteration 80F: 3 clusters Score -6657348 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6657347 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6657345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6657344.500000 Penalty: 5374.366211
	Iteration 83Q: 3 clusters Score -6657344 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6657344 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6657351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6657355.000000 Penalty: 5374.366211
	Iteration 86Q: 3 clusters Score -6657355 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6657361.000000 Penalty: 5374.366211
	Iteration 87Q: 3 clusters Score -6657361 nChanged 5
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Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6657358 nChanged 5
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Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6657356.000000 Penalty: 5374.366211
	Iteration 89Q: 3 clusters Score -6657356 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6657360.500000 Penalty: 5374.366211
	Iteration 90Q: 3 clusters Score -6657360 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48674 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6657362 nChanged 0
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Mstep: Class 1 contains 48674 members 
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Entering Unmasked Estep 
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	Iteration 92F: 3 clusters Score -6657362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 122848 members 
Mstep: Class 3 contains 94546 members 
Mstep: Class 4 contains 223884 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 34760 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 38020 members 
Mstep: Class 15 contains 50387 members 
Mstep: Class 16 contains 29944 members 
Mstep: Class 17 contains 55623 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 151131 members 
Mstep: Class 20 contains 65693 members 
Mstep: Class 21 contains 28377 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 11779 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 50788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133228632.000000 Penalty: 99558.382812
Iteration 79Q: 30 clusters Score -1.332286e+08 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 123979 members 
Mstep: Class 3 contains 94312 members 
Mstep: Class 4 contains 222644 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 508 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 35592 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 38664 members 
Mstep: Class 14 contains 37447 members 
Mstep: Class 15 contains 50364 members 
Mstep: Class 16 contains 29945 members 
Mstep: Class 17 contains 55624 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 151508 members 
Mstep: Class 20 contains 65708 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 6974 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 51023 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133230376.000000 Penalty: 99558.382812
Iteration 80F: 30 clusters Score -1.332304e+08 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 93961 members 
Mstep: Class 4 contains 222149 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 36076 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 38063 members 
Mstep: Class 14 contains 36894 members 
Mstep: Class 15 contains 50339 members 
Mstep: Class 16 contains 29917 members 
Mstep: Class 17 contains 55598 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 151718 members 
Mstep: Class 20 contains 65687 members 
Mstep: Class 21 contains 28384 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7011 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 11820 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 51221 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231336.000000 Penalty: 99558.382812
Iteration 81Q: 30 clusters Score -1.332313e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 126217 members 
Mstep: Class 3 contains 93596 members 
Mstep: Class 4 contains 221944 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 36428 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 37428 members 
Mstep: Class 14 contains 36336 members 
Mstep: Class 15 contains 50309 members 
Mstep: Class 16 contains 29882 members 
Mstep: Class 17 contains 55577 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 151822 members 
Mstep: Class 20 contains 65655 members 
Mstep: Class 21 contains 28365 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7046 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 11838 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 51404 members 
Mstep: Class 28 contains 525 members 
Mstep: Class 29 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133231920.000000 Penalty: 99558.382812
Iteration 82Q: 30 clusters Score -1.332319e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 127385 members 
Mstep: Class 3 contains 93231 members 
Mstep: Class 4 contains 221801 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 36696 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 36811 members 
Mstep: Class 14 contains 35768 members 
Mstep: Class 15 contains 50253 members 
Mstep: Class 16 contains 29847 members 
Mstep: Class 17 contains 55544 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 151922 members 
Mstep: Class 20 contains 65609 members 
Mstep: Class 21 contains 28351 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 11857 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 51597 members 
Mstep: Class 28 contains 539 members 
Mstep: Class 29 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133232448.000000 Penalty: 99558.382812
Iteration 83Q: 30 clusters Score -1.332324e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 128451 members 
Mstep: Class 3 contains 92862 members 
Mstep: Class 4 contains 221764 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 36901 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 36270 members 
Mstep: Class 14 contains 35244 members 
Mstep: Class 15 contains 50195 members 
Mstep: Class 16 contains 29799 members 
Mstep: Class 17 contains 55471 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 151984 members 
Mstep: Class 20 contains 65586 members 
Mstep: Class 21 contains 28328 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7108 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 11874 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 51818 members 
Mstep: Class 28 contains 557 members 
Mstep: Class 29 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133232304.000000 Penalty: 99558.382812
Iteration 84Q: 30 clusters Score -1.332323e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 129402 members 
Mstep: Class 3 contains 92510 members 
Mstep: Class 4 contains 221820 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 37034 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 35766 members 
Mstep: Class 14 contains 34757 members 
Mstep: Class 15 contains 50158 members 
Mstep: Class 16 contains 29757 members 
Mstep: Class 17 contains 55424 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 152041 members 
Mstep: Class 20 contains 65552 members 
Mstep: Class 21 contains 28301 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7140 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 11888 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 52014 members 
Mstep: Class 28 contains 562 members 
Mstep: Class 29 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133232584.000000 Penalty: 99558.382812
Iteration 85Q: 30 clusters Score -1.332326e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 130260 members 
Mstep: Class 3 contains 92169 members 
Mstep: Class 4 contains 221896 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 37154 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 35299 members 
Mstep: Class 14 contains 34308 members 
Mstep: Class 15 contains 50102 members 
Mstep: Class 16 contains 29735 members 
Mstep: Class 17 contains 55381 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 152108 members 
Mstep: Class 20 contains 65523 members 
Mstep: Class 21 contains 28263 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7170 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 11910 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 52210 members 
Mstep: Class 28 contains 563 members 
Mstep: Class 29 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133232672.000000 Penalty: 99558.382812
Iteration 86Q: 30 clusters Score -1.332327e+08 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 131208 members 
Mstep: Class 3 contains 91848 members 
Mstep: Class 4 contains 221898 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3640 members 
Mstep: Class 10 contains 37283 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 34821 members 
Mstep: Class 14 contains 33810 members 
Mstep: Class 15 contains 50044 members 
Mstep: Class 16 contains 29723 members 
Mstep: Class 17 contains 55334 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152184 members 
Mstep: Class 20 contains 65507 members 
Mstep: Class 21 contains 28231 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7188 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 11936 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 52402 members 
Mstep: Class 28 contains 564 members 
Mstep: Class 29 contains 2677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133232960.000000 Penalty: 99558.382812
Iteration 87Q: 30 clusters Score -1.33233e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 132151 members 
Mstep: Class 3 contains 91566 members 
Mstep: Class 4 contains 221883 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 37413 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 34356 members 
Mstep: Class 14 contains 33290 members 
Mstep: Class 15 contains 49982 members 
Mstep: Class 16 contains 29711 members 
Mstep: Class 17 contains 55280 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152242 members 
Mstep: Class 20 contains 65501 members 
Mstep: Class 21 contains 28214 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7207 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 11964 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 52579 members 
Mstep: Class 28 contains 565 members 
Mstep: Class 29 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233032.000000 Penalty: 99558.382812
Iteration 88Q: 30 clusters Score -1.33233e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 133048 members 
Mstep: Class 3 contains 91296 members 
Mstep: Class 4 contains 221860 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3642 members 
Mstep: Class 10 contains 37520 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 33920 members 
Mstep: Class 14 contains 32815 members 
Mstep: Class 15 contains 49922 members 
Mstep: Class 16 contains 29693 members 
Mstep: Class 17 contains 55245 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152290 members 
Mstep: Class 20 contains 65497 members 
Mstep: Class 21 contains 28195 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7228 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 11998 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 52729 members 
Mstep: Class 28 contains 566 members 
Mstep: Class 29 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233040.000000 Penalty: 99558.382812
Iteration 89Q: 30 clusters Score -1.33233e+08 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 133985 members 
Mstep: Class 3 contains 91056 members 
Mstep: Class 4 contains 221836 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 37610 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 33464 members 
Mstep: Class 14 contains 32324 members 
Mstep: Class 15 contains 49865 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 17 contains 55213 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152345 members 
Mstep: Class 20 contains 65478 members 
Mstep: Class 21 contains 28182 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7250 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 12020 members 
Mstep: Class 26 contains 2096 members 
Mstep: Class 27 contains 52879 members 
Mstep: Class 28 contains 567 members 
Mstep: Class 29 contains 2894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233240.000000 Penalty: 99558.382812
Iteration 90Q: 30 clusters Score -1.332332e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 134903 members 
Mstep: Class 3 contains 90812 members 
Mstep: Class 4 contains 221799 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 37711 members 
Mstep: Class 11 contains 2285 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 33015 members 
Mstep: Class 14 contains 31831 members 
Mstep: Class 15 contains 49813 members 
Mstep: Class 16 contains 29648 members 
Mstep: Class 17 contains 55189 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152420 members 
Mstep: Class 20 contains 65444 members 
Mstep: Class 21 contains 28172 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7265 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 12040 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 53038 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133233328.000000 Penalty: 99558.382812
Iteration 91Q: 30 clusters Score -1.332333e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 135858 members 
Mstep: Class 3 contains 90539 members 
Mstep: Class 4 contains 221791 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 37800 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 32569 members 
Mstep: Class 14 contains 31279 members 
Mstep: Class 15 contains 49778 members 
Mstep: Class 16 contains 29629 members 
Mstep: Class 17 contains 55169 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152523 members 
Mstep: Class 20 contains 65409 members 
Mstep: Class 21 contains 28168 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7276 members 
Mstep: Class 24 contains 5351 members 
Mstep: Class 25 contains 12056 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 53190 members 
Mstep: Class 28 contains 571 members 
Mstep: Class 29 contains 3022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234280.000000 Penalty: 99558.382812
Iteration 92Q: 30 clusters Score -1.332343e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 136793 members 
Mstep: Class 3 contains 90307 members 
Mstep: Class 4 contains 221788 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 37891 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 32124 members 
Mstep: Class 14 contains 30737 members 
Mstep: Class 15 contains 49751 members 
Mstep: Class 16 contains 29604 members 
Mstep: Class 17 contains 55153 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152603 members 
Mstep: Class 20 contains 65367 members 
Mstep: Class 21 contains 28168 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7282 members 
Mstep: Class 24 contains 5352 members 
Mstep: Class 25 contains 12082 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 53334 members 
Mstep: Class 28 contains 573 members 
Mstep: Class 29 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234720.000000 Penalty: 99558.382812
Iteration 93Q: 30 clusters Score -1.332347e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 137697 members 
Mstep: Class 3 contains 90123 members 
Mstep: Class 4 contains 221764 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 37980 members 
Mstep: Class 11 contains 2295 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 31675 members 
Mstep: Class 14 contains 30237 members 
Mstep: Class 15 contains 49703 members 
Mstep: Class 16 contains 29585 members 
Mstep: Class 17 contains 55119 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152689 members 
Mstep: Class 20 contains 65325 members 
Mstep: Class 21 contains 28161 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7294 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 12108 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 53473 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234712.000000 Penalty: 99558.382812
Iteration 94Q: 30 clusters Score -1.332347e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 138591 members 
Mstep: Class 3 contains 89903 members 
Mstep: Class 4 contains 221739 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3654 members 
Mstep: Class 10 contains 38070 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 31248 members 
Mstep: Class 14 contains 29732 members 
Mstep: Class 15 contains 49671 members 
Mstep: Class 16 contains 29568 members 
Mstep: Class 17 contains 55102 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152769 members 
Mstep: Class 20 contains 65314 members 
Mstep: Class 21 contains 28151 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7311 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 12119 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 53601 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234968.000000 Penalty: 99558.382812
Iteration 95Q: 30 clusters Score -1.33235e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 139481 members 
Mstep: Class 3 contains 89715 members 
Mstep: Class 4 contains 221725 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3653 members 
Mstep: Class 10 contains 38147 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 30838 members 
Mstep: Class 14 contains 29221 members 
Mstep: Class 15 contains 49654 members 
Mstep: Class 16 contains 29549 members 
Mstep: Class 17 contains 55081 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152845 members 
Mstep: Class 20 contains 65286 members 
Mstep: Class 21 contains 28141 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7331 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 12131 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 53714 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 3185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234672.000000 Penalty: 99558.382812
Iteration 96Q: 30 clusters Score -1.332347e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 140365 members 
Mstep: Class 3 contains 89539 members 
Mstep: Class 4 contains 221684 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3654 members 
Mstep: Class 10 contains 38222 members 
Mstep: Class 11 contains 2302 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 30476 members 
Mstep: Class 14 contains 28699 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 29531 members 
Mstep: Class 17 contains 55068 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152918 members 
Mstep: Class 20 contains 65256 members 
Mstep: Class 21 contains 28131 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7342 members 
Mstep: Class 24 contains 5352 members 
Mstep: Class 25 contains 12148 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 53823 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133234848.000000 Penalty: 99558.382812
Iteration 97Q: 30 clusters Score -1.332348e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 141276 members 
Mstep: Class 3 contains 89392 members 
Mstep: Class 4 contains 221646 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 38296 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 30077 members 
Mstep: Class 14 contains 28193 members 
Mstep: Class 15 contains 49593 members 
Mstep: Class 16 contains 29504 members 
Mstep: Class 17 contains 55053 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 152963 members 
Mstep: Class 20 contains 65246 members 
Mstep: Class 21 contains 28121 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7360 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 12160 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 53923 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235312.000000 Penalty: 99558.382812
Iteration 98Q: 30 clusters Score -1.332353e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 142177 members 
Mstep: Class 3 contains 89229 members 
Mstep: Class 4 contains 221643 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 38361 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 29699 members 
Mstep: Class 14 contains 27671 members 
Mstep: Class 15 contains 49577 members 
Mstep: Class 16 contains 29475 members 
Mstep: Class 17 contains 55037 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 153003 members 
Mstep: Class 20 contains 65237 members 
Mstep: Class 21 contains 28105 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7381 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 12174 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 54008 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 3270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235416.000000 Penalty: 99558.382812
Iteration 99Q: 30 clusters Score -1.332354e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 143101 members 
Mstep: Class 3 contains 89075 members 
Mstep: Class 4 contains 221622 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 38420 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 29319 members 
Mstep: Class 14 contains 27134 members 
Mstep: Class 15 contains 49547 members 
Mstep: Class 16 contains 29458 members 
Mstep: Class 17 contains 55022 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 153082 members 
Mstep: Class 20 contains 65217 members 
Mstep: Class 21 contains 28089 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7403 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 12184 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 54084 members 
Mstep: Class 28 contains 574 members 
Mstep: Class 29 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133235400.000000 Penalty: 99558.382812
Iteration 100F: 30 clusters Score -1.332354e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 144005 members 
Mstep: Class 3 contains 88951 members 
Mstep: Class 4 contains 221608 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3039 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 38492 members 
Mstep: Class 11 contains 2308 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 28928 members 
Mstep: Class 14 contains 26603 members 
Mstep: Class 15 contains 49538 members 
Mstep: Class 16 contains 29448 members 
Mstep: Class 17 contains 55006 members 
Mstep: Class 18 contains 284 members 
Mstep: Class 19 contains 153113 members 
Mstep: Class 20 contains 65211 members 
Mstep: Class 21 contains 28072 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7422 members 
Mstep: Class 24 contains 5352 members 
Mstep: Class 25 contains 12188 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 54164 members 
Mstep: Class 28 contains 594 members 
Mstep: Class 29 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236048.000000 Penalty: 99558.382812
Iteration 101Q: 30 clusters Score -1.33236e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 144884 members 
Mstep: Class 3 contains 88861 members 
Mstep: Class 4 contains 221591 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 38550 members 
Mstep: Class 11 contains 2310 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 28549 members 
Mstep: Class 14 contains 26093 members 
Mstep: Class 15 contains 49546 members 
Mstep: Class 16 contains 29433 members 
Mstep: Class 17 contains 54977 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 153135 members 
Mstep: Class 20 contains 65202 members 
Mstep: Class 21 contains 28058 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7435 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 12189 members 
Mstep: Class 26 contains 2110 members 
Mstep: Class 27 contains 54226 members 
Mstep: Class 28 contains 598 members 
Mstep: Class 29 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236352.000000 Penalty: 99558.382812
Iteration 102Q: 30 clusters Score -1.332364e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 145729 members 
Mstep: Class 3 contains 88772 members 
Mstep: Class 4 contains 221545 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 38611 members 
Mstep: Class 11 contains 2310 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 28162 members 
Mstep: Class 14 contains 25631 members 
Mstep: Class 15 contains 49519 members 
Mstep: Class 16 contains 29417 members 
Mstep: Class 17 contains 54958 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 153178 members 
Mstep: Class 20 contains 65192 members 
Mstep: Class 21 contains 28054 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7446 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 12193 members 
Mstep: Class 26 contains 2111 members 
Mstep: Class 27 contains 54301 members 
Mstep: Class 28 contains 600 members 
Mstep: Class 29 contains 3333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236376.000000 Penalty: 99558.382812
Iteration 103Q: 30 clusters Score -1.332364e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 146597 members 
Mstep: Class 3 contains 88692 members 
Mstep: Class 4 contains 221506 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 38674 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 27803 members 
Mstep: Class 14 contains 25134 members 
Mstep: Class 15 contains 49495 members 
Mstep: Class 16 contains 29406 members 
Mstep: Class 17 contains 54944 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 153173 members 
Mstep: Class 20 contains 65180 members 
Mstep: Class 21 contains 28045 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7462 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 12198 members 
Mstep: Class 26 contains 2112 members 
Mstep: Class 27 contains 54377 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236320.000000 Penalty: 99558.382812
Iteration 104Q: 30 clusters Score -1.332363e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 147489 members 
Mstep: Class 3 contains 88611 members 
Mstep: Class 4 contains 221508 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 38728 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 27424 members 
Mstep: Class 14 contains 24632 members 
Mstep: Class 15 contains 49473 members 
Mstep: Class 16 contains 29396 members 
Mstep: Class 17 contains 54931 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 153154 members 
Mstep: Class 20 contains 65169 members 
Mstep: Class 21 contains 28030 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7476 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 12195 members 
Mstep: Class 26 contains 2111 members 
Mstep: Class 27 contains 54445 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236560.000000 Penalty: 99558.382812
Iteration 105Q: 30 clusters Score -1.332366e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 148433 members 
Mstep: Class 3 contains 88526 members 
Mstep: Class 4 contains 221531 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 38783 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 27024 members 
Mstep: Class 14 contains 24082 members 
Mstep: Class 15 contains 49455 members 
Mstep: Class 16 contains 29384 members 
Mstep: Class 17 contains 54920 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 153107 members 
Mstep: Class 20 contains 65149 members 
Mstep: Class 21 contains 28020 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7489 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 12200 members 
Mstep: Class 26 contains 2111 members 
Mstep: Class 27 contains 54536 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236592.000000 Penalty: 99558.382812
Iteration 106Q: 30 clusters Score -1.332366e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 149413 members 
Mstep: Class 3 contains 88447 members 
Mstep: Class 4 contains 221512 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 38826 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 26606 members 
Mstep: Class 14 contains 23521 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 29387 members 
Mstep: Class 17 contains 54903 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 153105 members 
Mstep: Class 20 contains 65148 members 
Mstep: Class 21 contains 28017 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 12209 members 
Mstep: Class 26 contains 2111 members 
Mstep: Class 27 contains 54594 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133236928.000000 Penalty: 99558.382812
Iteration 107Q: 30 clusters Score -1.332369e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 150422 members 
Mstep: Class 3 contains 88367 members 
Mstep: Class 4 contains 221497 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 38861 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 26183 members 
Mstep: Class 14 contains 22950 members 
Mstep: Class 15 contains 49396 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 54906 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 153120 members 
Mstep: Class 20 contains 65131 members 
Mstep: Class 21 contains 28016 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7524 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 12217 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 54642 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237328.000000 Penalty: 99558.382812
Iteration 108Q: 30 clusters Score -1.332373e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 151415 members 
Mstep: Class 3 contains 88284 members 
Mstep: Class 4 contains 221478 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 38894 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 25717 members 
Mstep: Class 14 contains 22429 members 
Mstep: Class 15 contains 49365 members 
Mstep: Class 16 contains 29372 members 
Mstep: Class 17 contains 54920 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 153139 members 
Mstep: Class 20 contains 65117 members 
Mstep: Class 21 contains 28018 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7548 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 12221 members 
Mstep: Class 26 contains 2110 members 
Mstep: Class 27 contains 54699 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237696.000000 Penalty: 99558.382812
Iteration 109Q: 30 clusters Score -1.332377e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 152455 members 
Mstep: Class 3 contains 88217 members 
Mstep: Class 4 contains 221451 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3039 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 38935 members 
Mstep: Class 11 contains 2309 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 25244 members 
Mstep: Class 14 contains 21844 members 
Mstep: Class 15 contains 49334 members 
Mstep: Class 16 contains 29375 members 
Mstep: Class 17 contains 54934 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 153145 members 
Mstep: Class 20 contains 65110 members 
Mstep: Class 21 contains 28016 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 12228 members 
Mstep: Class 26 contains 2110 members 
Mstep: Class 27 contains 54750 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133237776.000000 Penalty: 99558.382812
Iteration 110Q: 30 clusters Score -1.332378e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 153520 members 
Mstep: Class 3 contains 88140 members 
Mstep: Class 4 contains 221446 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 38962 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 24778 members 
Mstep: Class 14 contains 21229 members 
Mstep: Class 15 contains 49307 members 
Mstep: Class 16 contains 29376 members 
Mstep: Class 17 contains 54957 members 
Mstep: Class 18 contains 284 members 
Mstep: Class 19 contains 153164 members 
Mstep: Class 20 contains 65087 members 
Mstep: Class 21 contains 28017 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 12248 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 54782 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238480.000000 Penalty: 99558.382812
Iteration 111Q: 30 clusters Score -1.332385e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 154639 members 
Mstep: Class 3 contains 88070 members 
Mstep: Class 4 contains 221423 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 38996 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 24282 members 
Mstep: Class 14 contains 20631 members 
Mstep: Class 15 contains 49256 members 
Mstep: Class 16 contains 29370 members 
Mstep: Class 17 contains 54966 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 153180 members 
Mstep: Class 20 contains 65073 members 
Mstep: Class 21 contains 28014 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 12258 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 54825 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133238752.000000 Penalty: 99558.382812
Iteration 112Q: 30 clusters Score -1.332388e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 155715 members 
Mstep: Class 3 contains 87989 members 
Mstep: Class 4 contains 221405 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 39040 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 23770 members 
Mstep: Class 14 contains 20091 members 
Mstep: Class 15 contains 49207 members 
Mstep: Class 16 contains 29369 members 
Mstep: Class 17 contains 54973 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153185 members 
Mstep: Class 20 contains 65071 members 
Mstep: Class 21 contains 28005 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7634 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 12269 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 54883 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239056.000000 Penalty: 99558.382812
Iteration 113Q: 30 clusters Score -1.332391e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 156797 members 
Mstep: Class 3 contains 87934 members 
Mstep: Class 4 contains 221384 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 39075 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 23255 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 49142 members 
Mstep: Class 16 contains 29379 members 
Mstep: Class 17 contains 54981 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153177 members 
Mstep: Class 20 contains 65054 members 
Mstep: Class 21 contains 28003 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7654 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 12277 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 54935 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239632.000000 Penalty: 99558.382812
Iteration 114Q: 30 clusters Score -1.332396e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 157857 members 
Mstep: Class 3 contains 87886 members 
Mstep: Class 4 contains 221368 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 39112 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 22754 members 
Mstep: Class 14 contains 19061 members 
Mstep: Class 15 contains 49081 members 
Mstep: Class 16 contains 29374 members 
Mstep: Class 17 contains 54995 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153140 members 
Mstep: Class 20 contains 65048 members 
Mstep: Class 21 contains 28007 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7674 members 
Mstep: Class 24 contains 5292 members 
Mstep: Class 25 contains 12283 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 54983 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239736.000000 Penalty: 99558.382812
Iteration 115Q: 30 clusters Score -1.332397e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 158854 members 
Mstep: Class 3 contains 87829 members 
Mstep: Class 4 contains 221327 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 39142 members 
Mstep: Class 11 contains 2325 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 18562 members 
Mstep: Class 15 contains 49032 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 55010 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153155 members 
Mstep: Class 20 contains 65034 members 
Mstep: Class 21 contains 28011 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7689 members 
Mstep: Class 24 contains 5292 members 
Mstep: Class 25 contains 12294 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 55020 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239776.000000 Penalty: 99558.382812
Iteration 116Q: 30 clusters Score -1.332398e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 159830 members 
Mstep: Class 3 contains 87775 members 
Mstep: Class 4 contains 221303 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 39168 members 
Mstep: Class 11 contains 2330 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 21814 members 
Mstep: Class 14 contains 18083 members 
Mstep: Class 15 contains 48993 members 
Mstep: Class 16 contains 29389 members 
Mstep: Class 17 contains 55010 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153149 members 
Mstep: Class 20 contains 65024 members 
Mstep: Class 21 contains 28012 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7702 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 12302 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 55061 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133239840.000000 Penalty: 99558.382812
Iteration 117Q: 30 clusters Score -1.332398e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 160804 members 
Mstep: Class 3 contains 87729 members 
Mstep: Class 4 contains 221283 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 39175 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 21359 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 15 contains 48951 members 
Mstep: Class 16 contains 29386 members 
Mstep: Class 17 contains 54999 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153153 members 
Mstep: Class 20 contains 65007 members 
Mstep: Class 21 contains 28013 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7715 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 12308 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 55098 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240200.000000 Penalty: 99558.382812
Iteration 118Q: 30 clusters Score -1.332402e+08 nChanged 1720
Entering ConstructFrom: 
Score: -133240200.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -64947.179688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -64947.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63433.632812 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -63433.63 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63849.207031 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -63849.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64049.804688 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -64049.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64340.222656 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -64340.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64653.289062 Penalty: 3180.261963
	Iteration 4F: 3 clusters Score -64653.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64784.324219 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -64784.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64854.843750 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -64854.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64889.816406 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -64889.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64952.867188 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -64952.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65006.941406 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -65006.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65050.125000 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -65050.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65063.101562 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -65063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65066.699219 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -65066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65066.699219 Penalty: 3180.261963
	Iteration 13F: 3 clusters Score -65066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 161759 members 
Mstep: Class 3 contains 87687 members 
Mstep: Class 4 contains 221305 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 39167 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 20905 members 
Mstep: Class 14 contains 17177 members 
Mstep: Class 15 contains 48902 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 54986 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153103 members 
Mstep: Class 20 contains 64992 members 
Mstep: Class 21 contains 28016 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7726 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 12323 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 55156 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3547 members 
Mstep: Class 30 contains 369 members 
Entering Unmasked Estep 
Score: -133238448.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133240200.000000 to -133238448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (161759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161759 members 
Entering Unmasked Estep 
Score: -21443350.000000 Penalty: 2974.478027
	Iteration 0F: 2 clusters Score -2.144335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -21339860.000000 Penalty: 5948.956055
	Iteration 0F: 3 clusters Score -2.133986e+07 nChanged 77560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -21384670.000000 Penalty: 5948.956055
	Iteration 1F: 3 clusters Score -2.138467e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -21385460.000000 Penalty: 5948.956055
	Iteration 2Q: 3 clusters Score -2.138546e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -21386222.000000 Penalty: 5948.956055
	Iteration 3Q: 3 clusters Score -2.138622e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 92319 members 
Entering Unmasked Estep 
Score: -21387708.000000 Penalty: 5948.956055
	Iteration 4Q: 3 clusters Score -2.138771e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -21390620.000000 Penalty: 5948.956055
	Iteration 5Q: 3 clusters Score -2.139062e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -21395356.000000 Penalty: 5948.956055
	Iteration 6F: 3 clusters Score -2.139536e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -21403230.000000 Penalty: 5948.956055
	Iteration 7F: 3 clusters Score -2.140323e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 132410 members 
Entering Unmasked Estep 
Score: -21413948.000000 Penalty: 5948.956055
	Iteration 8F: 3 clusters Score -2.141395e+07 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 145265 members 
Entering Unmasked Estep 
Score: -21425230.000000 Penalty: 5948.956055
	Iteration 9F: 3 clusters Score -2.142523e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 154301 members 
Entering Unmasked Estep 
Score: -21434106.000000 Penalty: 5948.956055
	Iteration 10F: 3 clusters Score -2.143411e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 158956 members 
Entering Unmasked Estep 
Score: -21438412.000000 Penalty: 5948.956055
	Iteration 11Q: 3 clusters Score -2.143841e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 160719 members 
Entering Unmasked Estep 
Score: -21440002.000000 Penalty: 5948.956055
	Iteration 12Q: 3 clusters Score -2.144e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 161218 members 
Entering Unmasked Estep 
Score: -21440434.000000 Penalty: 5948.956055
	Iteration 13Q: 3 clusters Score -2.144043e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -21440578.000000 Penalty: 5948.956055
	Iteration 14Q: 3 clusters Score -2.144058e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 161424 members 
Entering Unmasked Estep 
Score: -21440642.000000 Penalty: 5948.956055
	Iteration 15Q: 3 clusters Score -2.144064e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -21440704.000000 Penalty: 5948.956055
	Iteration 16Q: 3 clusters Score -2.14407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -21440714.000000 Penalty: 5948.956055
	Iteration 17Q: 3 clusters Score -2.144071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 161484 members 
Entering Unmasked Estep 
Score: -21440732.000000 Penalty: 5948.956055
	Iteration 18Q: 3 clusters Score -2.144073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 161487 members 
Entering Unmasked Estep 
Score: -21440756.000000 Penalty: 5948.956055
	Iteration 19Q: 3 clusters Score -2.144076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -21440768.000000 Penalty: 5948.956055
	Iteration 20F: 3 clusters Score -2.144077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 161495 members 
Entering Unmasked Estep 
Score: -21440768.000000 Penalty: 5948.956055
	Iteration 21Q: 3 clusters Score -2.144077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -21440780.000000 Penalty: 5948.956055
	Iteration 22Q: 3 clusters Score -2.144078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -21440780.000000 Penalty: 5948.956055
	Iteration 23F: 3 clusters Score -2.144078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Entering Unmasked Estep 
Score: -11694256.000000 Penalty: 2822.619141
	Iteration 0F: 2 clusters Score -1.169426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -11635442.000000 Penalty: 5645.238281
	Iteration 0F: 3 clusters Score -1.163544e+07 nChanged 41377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -11659082.000000 Penalty: 5645.238281
	Iteration 1F: 3 clusters Score -1.165908e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -11660016.000000 Penalty: 5645.238281
	Iteration 2Q: 3 clusters Score -1.166002e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -11661179.000000 Penalty: 5645.238281
	Iteration 3Q: 3 clusters Score -1.166118e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -11663136.000000 Penalty: 5645.238281
	Iteration 4Q: 3 clusters Score -1.166314e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -11666573.000000 Penalty: 5645.238281
	Iteration 5F: 3 clusters Score -1.166657e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -11672231.000000 Penalty: 5645.238281
	Iteration 6F: 3 clusters Score -1.167223e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -11679396.000000 Penalty: 5645.238281
	Iteration 7F: 3 clusters Score -1.16794e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -11685838.000000 Penalty: 5645.238281
	Iteration 8F: 3 clusters Score -1.168584e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -11689498.000000 Penalty: 5645.238281
	Iteration 9Q: 3 clusters Score -1.16895e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86421 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -11690931.000000 Penalty: 5645.238281
	Iteration 10Q: 3 clusters Score -1.169093e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11691464.000000 Penalty: 5645.238281
	Iteration 11Q: 3 clusters Score -1.169146e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11691670.000000 Penalty: 5645.238281
	Iteration 12Q: 3 clusters Score -1.169167e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11691809.000000 Penalty: 5645.238281
	Iteration 13Q: 3 clusters Score -1.169181e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11691869.000000 Penalty: 5645.238281
	Iteration 14Q: 3 clusters Score -1.169187e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11691898.000000 Penalty: 5645.238281
	Iteration 15Q: 3 clusters Score -1.16919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11691926.000000 Penalty: 5645.238281
	Iteration 16Q: 3 clusters Score -1.169193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11691930.000000 Penalty: 5645.238281
	Iteration 17Q: 3 clusters Score -1.169193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11691940.000000 Penalty: 5645.238281
	Iteration 18Q: 3 clusters Score -1.169194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11691942.000000 Penalty: 5645.238281
	Iteration 19Q: 3 clusters Score -1.169194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11691950.000000 Penalty: 5645.238281
	Iteration 20F: 3 clusters Score -1.169195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11691962.000000 Penalty: 5645.238281
	Iteration 21Q: 3 clusters Score -1.169196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87247 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11691959.000000 Penalty: 5645.238281
	Iteration 22Q: 3 clusters Score -1.169196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11691975.000000 Penalty: 5645.238281
	Iteration 23Q: 3 clusters Score -1.169198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11691981.000000 Penalty: 5645.238281
	Iteration 24Q: 3 clusters Score -1.169198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11691996.000000 Penalty: 5645.238281
	Iteration 25Q: 3 clusters Score -1.1692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11691994.000000 Penalty: 5645.238281
	Iteration 26Q: 3 clusters Score -1.169199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11691986.000000 Penalty: 5645.238281
	Iteration 27Q: 3 clusters Score -1.169199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11691991.000000 Penalty: 5645.238281
	Iteration 28Q: 3 clusters Score -1.169199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11691996.000000 Penalty: 5645.238281
	Iteration 29Q: 3 clusters Score -1.1692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11692009.000000 Penalty: 5645.238281
	Iteration 30Q: 3 clusters Score -1.169201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87253 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11692004.000000 Penalty: 5645.238281
	Iteration 31Q: 3 clusters Score -1.1692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11692010.000000 Penalty: 5645.238281
	Iteration 32Q: 3 clusters Score -1.169201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87253 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11692009.000000 Penalty: 5645.238281
	Iteration 33Q: 3 clusters Score -1.169201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11692010.000000 Penalty: 5645.238281
	Iteration 34Q: 3 clusters Score -1.169201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87247 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11692007.000000 Penalty: 5645.238281
	Iteration 35Q: 3 clusters Score -1.169201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87247 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11692007.000000 Penalty: 5645.238281
	Iteration 36F: 3 clusters Score -1.169201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (221305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221305 members 
Entering Unmasked Estep 
Score: -29337534.000000 Penalty: 3052.209473
	Iteration 0F: 2 clusters Score -2.933753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110836 members 
Mstep: Class 2 contains 110469 members 
Entering Unmasked Estep 
Score: -29200396.000000 Penalty: 6104.418945
	Iteration 0F: 3 clusters Score -2.92004e+07 nChanged 106573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 112584 members 
Entering Unmasked Estep 
Score: -29262546.000000 Penalty: 6104.418945
	Iteration 1F: 3 clusters Score -2.926255e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -29263692.000000 Penalty: 6104.418945
	Iteration 2Q: 3 clusters Score -2.926369e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -29264650.000000 Penalty: 6104.418945
	Iteration 3Q: 3 clusters Score -2.926465e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -29265912.000000 Penalty: 6104.418945
	Iteration 4Q: 3 clusters Score -2.926591e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105020 members 
Mstep: Class 2 contains 116285 members 
Entering Unmasked Estep 
Score: -29266972.000000 Penalty: 6104.418945
	Iteration 5Q: 3 clusters Score -2.926697e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 118300 members 
Entering Unmasked Estep 
Score: -29268322.000000 Penalty: 6104.418945
	Iteration 6Q: 3 clusters Score -2.926832e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 121206 members 
Entering Unmasked Estep 
Score: -29270196.000000 Penalty: 6104.418945
	Iteration 7Q: 3 clusters Score -2.92702e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -29273514.000000 Penalty: 6104.418945
	Iteration 8Q: 3 clusters Score -2.927351e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 131152 members 
Entering Unmasked Estep 
Score: -29278130.000000 Penalty: 6104.418945
	Iteration 9Q: 3 clusters Score -2.927813e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 138572 members 
Entering Unmasked Estep 
Score: -29285400.000000 Penalty: 6104.418945
	Iteration 10F: 3 clusters Score -2.92854e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 146905 members 
Entering Unmasked Estep 
Score: -29295088.000000 Penalty: 6104.418945
	Iteration 11F: 3 clusters Score -2.929509e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 154992 members 
Entering Unmasked Estep 
Score: -29304754.000000 Penalty: 6104.418945
	Iteration 12F: 3 clusters Score -2.930475e+07 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 161909 members 
Entering Unmasked Estep 
Score: -29312020.000000 Penalty: 6104.418945
	Iteration 13Q: 3 clusters Score -2.931202e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 168139 members 
Entering Unmasked Estep 
Score: -29316000.000000 Penalty: 6104.418945
	Iteration 14Q: 3 clusters Score -2.9316e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 174377 members 
Entering Unmasked Estep 
Score: -29319034.000000 Penalty: 6104.418945
	Iteration 15Q: 3 clusters Score -2.931903e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 180770 members 
Entering Unmasked Estep 
Score: -29321724.000000 Penalty: 6104.418945
	Iteration 16Q: 3 clusters Score -2.932172e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 187450 members 
Entering Unmasked Estep 
Score: -29324428.000000 Penalty: 6104.418945
	Iteration 17Q: 3 clusters Score -2.932443e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 193910 members 
Entering Unmasked Estep 
Score: -29327268.000000 Penalty: 6104.418945
	Iteration 18Q: 3 clusters Score -2.932727e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 200125 members 
Entering Unmasked Estep 
Score: -29329650.000000 Penalty: 6104.418945
	Iteration 19Q: 3 clusters Score -2.932965e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 205690 members 
Entering Unmasked Estep 
Score: -29331976.000000 Penalty: 6104.418945
	Iteration 20F: 3 clusters Score -2.933198e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 210254 members 
Entering Unmasked Estep 
Score: -29333452.000000 Penalty: 6104.418945
	Iteration 21Q: 3 clusters Score -2.933345e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 213634 members 
Entering Unmasked Estep 
Score: -29334368.000000 Penalty: 6104.418945
	Iteration 22Q: 3 clusters Score -2.933437e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 215964 members 
Entering Unmasked Estep 
Score: -29334808.000000 Penalty: 6104.418945
	Iteration 23Q: 3 clusters Score -2.933481e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 217485 members 
Entering Unmasked Estep 
Score: -29335092.000000 Penalty: 6104.418945
	Iteration 24Q: 3 clusters Score -2.933509e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 218537 members 
Entering Unmasked Estep 
Score: -29335360.000000 Penalty: 6104.418945
	Iteration 25Q: 3 clusters Score -2.933536e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 219239 members 
Entering Unmasked Estep 
Score: -29335340.000000 Penalty: 6104.418945
	Iteration 26Q: 3 clusters Score -2.933534e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 219724 members 
Entering Unmasked Estep 
Score: -29335292.000000 Penalty: 6104.418945
	Iteration 27Q: 3 clusters Score -2.933529e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 220014 members 
Entering Unmasked Estep 
Score: -29335336.000000 Penalty: 6104.418945
	Iteration 28Q: 3 clusters Score -2.933534e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 220200 members 
Entering Unmasked Estep 
Score: -29335292.000000 Penalty: 6104.418945
	Iteration 29Q: 3 clusters Score -2.933529e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 220353 members 
Entering Unmasked Estep 
Score: -29335288.000000 Penalty: 6104.418945
	Iteration 30Q: 3 clusters Score -2.933529e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 220453 members 
Entering Unmasked Estep 
Score: -29335310.000000 Penalty: 6104.418945
	Iteration 31Q: 3 clusters Score -2.933531e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 220520 members 
Entering Unmasked Estep 
Score: -29335292.000000 Penalty: 6104.418945
	Iteration 32Q: 3 clusters Score -2.933529e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 220578 members 
Entering Unmasked Estep 
Score: -29335292.000000 Penalty: 6104.418945
	Iteration 33Q: 3 clusters Score -2.933529e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 220618 members 
Entering Unmasked Estep 
Score: -29335302.000000 Penalty: 6104.418945
	Iteration 34Q: 3 clusters Score -2.93353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 220642 members 
Entering Unmasked Estep 
Score: -29335292.000000 Penalty: 6104.418945
	Iteration 35Q: 3 clusters Score -2.933529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 220659 members 
Entering Unmasked Estep 
Score: -29335282.000000 Penalty: 6104.418945
	Iteration 36Q: 3 clusters Score -2.933528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 220678 members 
Entering Unmasked Estep 
Score: -29335290.000000 Penalty: 6104.418945
	Iteration 37Q: 3 clusters Score -2.933529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 220695 members 
Entering Unmasked Estep 
Score: -29335318.000000 Penalty: 6104.418945
	Iteration 38Q: 3 clusters Score -2.933532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 220703 members 
Entering Unmasked Estep 
Score: -29335304.000000 Penalty: 6104.418945
	Iteration 39Q: 3 clusters Score -2.93353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 220713 members 
Entering Unmasked Estep 
Score: -29335286.000000 Penalty: 6104.418945
	Iteration 40F: 3 clusters Score -2.933529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 220720 members 
Entering Unmasked Estep 
Score: -29335278.000000 Penalty: 6104.418945
	Iteration 41Q: 3 clusters Score -2.933528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 220727 members 
Entering Unmasked Estep 
Score: -29335266.000000 Penalty: 6104.418945
	Iteration 42Q: 3 clusters Score -2.933527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 220732 members 
Entering Unmasked Estep 
Score: -29335258.000000 Penalty: 6104.418945
	Iteration 43Q: 3 clusters Score -2.933526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 220735 members 
Entering Unmasked Estep 
Score: -29335262.000000 Penalty: 6104.418945
	Iteration 44Q: 3 clusters Score -2.933526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 220738 members 
Entering Unmasked Estep 
Score: -29335254.000000 Penalty: 6104.418945
	Iteration 45Q: 3 clusters Score -2.933525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 220742 members 
Entering Unmasked Estep 
Score: -29335254.000000 Penalty: 6104.418945
	Iteration 46Q: 3 clusters Score -2.933525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 220751 members 
Entering Unmasked Estep 
Score: -29335264.000000 Penalty: 6104.418945
	Iteration 47Q: 3 clusters Score -2.933526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 220758 members 
Entering Unmasked Estep 
Score: -29335264.000000 Penalty: 6104.418945
	Iteration 48Q: 3 clusters Score -2.933526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 220761 members 
Entering Unmasked Estep 
Score: -29335266.000000 Penalty: 6104.418945
	Iteration 49Q: 3 clusters Score -2.933527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 220766 members 
Entering Unmasked Estep 
Score: -29335282.000000 Penalty: 6104.418945
	Iteration 50Q: 3 clusters Score -2.933528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 220770 members 
Entering Unmasked Estep 
Score: -29335276.000000 Penalty: 6104.418945
	Iteration 51Q: 3 clusters Score -2.933528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 220770 members 
Entering Unmasked Estep 
Score: -29335276.000000 Penalty: 6104.418945
	Iteration 52F: 3 clusters Score -2.933528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56775.613281 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56775.61 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56974.773438 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -56974.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57101.277344 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -57101.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57178.316406 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -57178.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57199.089844 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -57199.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57209.242188 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -57209.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57219.753906 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -57219.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57219.753906 Penalty: 3090.318848
	Iteration 7F: 3 clusters Score -57219.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -389513.843750 Penalty: 1987.637329
	Iteration 0F: 2 clusters Score -389513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -386219.937500 Penalty: 3975.274658
	Iteration 0F: 3 clusters Score -386219.9 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -386911.343750 Penalty: 3975.274658
	Iteration 1F: 3 clusters Score -386911.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -387099.375000 Penalty: 3975.274658
	Iteration 2F: 3 clusters Score -387099.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -387293.750000 Penalty: 3975.274658
	Iteration 3F: 3 clusters Score -387293.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -387468.750000 Penalty: 3975.274658
	Iteration 4Q: 3 clusters Score -387468.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -387628.281250 Penalty: 3975.274658
	Iteration 5Q: 3 clusters Score -387628.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -387768.156250 Penalty: 3975.274658
	Iteration 6Q: 3 clusters Score -387768.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -387966.093750 Penalty: 3975.274658
	Iteration 7Q: 3 clusters Score -387966.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -388214.781250 Penalty: 3975.274658
	Iteration 8Q: 3 clusters Score -388214.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -388470.937500 Penalty: 3975.274658
	Iteration 9F: 3 clusters Score -388470.9 nChanged 152
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: -388688.812500 Penalty: 3975.274658
	Iteration 10F: 3 clusters Score -388688.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -388881.062500 Penalty: 3975.274658
	Iteration 11Q: 3 clusters Score -388881.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -389036.312500 Penalty: 3975.274658
	Iteration 12Q: 3 clusters Score -389036.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -389126.562500 Penalty: 3975.274658
	Iteration 13Q: 3 clusters Score -389126.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -389159.687500 Penalty: 3975.274658
	Iteration 14Q: 3 clusters Score -389159.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -389179.500000 Penalty: 3975.274658
	Iteration 15Q: 3 clusters Score -389179.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -389211.218750 Penalty: 3975.274658
	Iteration 16Q: 3 clusters Score -389211.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -389243.531250 Penalty: 3975.274658
	Iteration 17Q: 3 clusters Score -389243.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -389285.750000 Penalty: 3975.274658
	Iteration 18Q: 3 clusters Score -389285.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -389336.906250 Penalty: 3975.274658
	Iteration 19Q: 3 clusters Score -389336.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -389389.156250 Penalty: 3975.274658
	Iteration 20F: 3 clusters Score -389389.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -389413.812500 Penalty: 3975.274658
	Iteration 21Q: 3 clusters Score -389413.8 nChanged 12
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: -389419.406250 Penalty: 3975.274658
	Iteration 22Q: 3 clusters Score -389419.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -389422.000000 Penalty: 3975.274658
	Iteration 23Q: 3 clusters Score -389422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -389424.281250 Penalty: 3975.274658
	Iteration 24Q: 3 clusters Score -389424.3 nChanged 3
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: -389425.750000 Penalty: 3975.274658
	Iteration 25Q: 3 clusters Score -389425.8 nChanged 0
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: -389425.750000 Penalty: 3975.274658
	Iteration 26F: 3 clusters Score -389425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -40726.554688 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -40726.55 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 191 members 
Entering Unmasked Estep 
Score: -39424.902344 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -39424.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39951.585938 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -39951.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40251.609375 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -40251.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40421.535156 Penalty: 2991.219971
	Iteration 3F: 3 clusters Score -40421.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40506.746094 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -40506.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40566.957031 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -40566.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40581.281250 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -40581.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40581.281250 Penalty: 2991.219971
	Iteration 7F: 3 clusters Score -40581.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -184304.640625 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -184304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -182022.218750 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -182022.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -182364.031250 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -182364 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -182527.687500 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -182527.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -182635.687500 Penalty: 3603.999756
	Iteration 3F: 3 clusters Score -182635.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -182713.906250 Penalty: 3603.999756
	Iteration 4Q: 3 clusters Score -182713.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -182764.781250 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -182764.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -182809.812500 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -182809.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182843.781250 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -182843.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -182863.125000 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -182863.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -182881.468750 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -182881.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -182890.796875 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -182890.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -182900.828125 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -182900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -182909.843750 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -182909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -182917.468750 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -182917.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -182925.234375 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -182925.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -182935.312500 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -182935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -182947.375000 Penalty: 3603.999756
	Iteration 16Q: 3 clusters Score -182947.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -182958.062500 Penalty: 3603.999756
	Iteration 17Q: 3 clusters Score -182958.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -182971.468750 Penalty: 3603.999756
	Iteration 18Q: 3 clusters Score -182971.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -182982.437500 Penalty: 3603.999756
	Iteration 19Q: 3 clusters Score -182982.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -183000.203125 Penalty: 3603.999756
	Iteration 20F: 3 clusters Score -183000.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -183021.453125 Penalty: 3603.999756
	Iteration 21Q: 3 clusters Score -183021.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -183048.156250 Penalty: 3603.999756
	Iteration 22Q: 3 clusters Score -183048.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -183081.265625 Penalty: 3603.999756
	Iteration 23Q: 3 clusters Score -183081.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -183108.593750 Penalty: 3603.999756
	Iteration 24Q: 3 clusters Score -183108.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -183121.296875 Penalty: 3603.999756
	Iteration 25Q: 3 clusters Score -183121.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -183134.906250 Penalty: 3603.999756
	Iteration 26Q: 3 clusters Score -183134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -183138.031250 Penalty: 3603.999756
	Iteration 27Q: 3 clusters Score -183138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -183142.187500 Penalty: 3603.999756
	Iteration 28Q: 3 clusters Score -183142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -183143.984375 Penalty: 3603.999756
	Iteration 29Q: 3 clusters Score -183144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -183146.906250 Penalty: 3603.999756
	Iteration 30Q: 3 clusters Score -183146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -183151.703125 Penalty: 3603.999756
	Iteration 31Q: 3 clusters Score -183151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -183157.796875 Penalty: 3603.999756
	Iteration 32Q: 3 clusters Score -183157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -183162.109375 Penalty: 3603.999756
	Iteration 33Q: 3 clusters Score -183162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -183163.750000 Penalty: 3603.999756
	Iteration 34Q: 3 clusters Score -183163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -183163.750000 Penalty: 3603.999756
	Iteration 35F: 3 clusters Score -183163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Entering Unmasked Estep 
Score: -417141.343750 Penalty: 2033.126221
	Iteration 0F: 2 clusters Score -417141.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -413494.031250 Penalty: 4066.252441
	Iteration 0F: 3 clusters Score -413494 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -414369.125000 Penalty: 4066.252441
	Iteration 1F: 3 clusters Score -414369.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -414545.281250 Penalty: 4066.252441
	Iteration 2F: 3 clusters Score -414545.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -414641.468750 Penalty: 4066.252441
	Iteration 3Q: 3 clusters Score -414641.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -414708.968750 Penalty: 4066.252441
	Iteration 4Q: 3 clusters Score -414709 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -414757.062500 Penalty: 4066.252441
	Iteration 5Q: 3 clusters Score -414757.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -414795.343750 Penalty: 4066.252441
	Iteration 6Q: 3 clusters Score -414795.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -414826.031250 Penalty: 4066.252441
	Iteration 7Q: 3 clusters Score -414826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -414853.031250 Penalty: 4066.252441
	Iteration 8Q: 3 clusters Score -414853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -414874.218750 Penalty: 4066.252441
	Iteration 9Q: 3 clusters Score -414874.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -414887.937500 Penalty: 4066.252441
	Iteration 10Q: 3 clusters Score -414887.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -414905.031250 Penalty: 4066.252441
	Iteration 11Q: 3 clusters Score -414905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -414920.656250 Penalty: 4066.252441
	Iteration 12Q: 3 clusters Score -414920.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -414932.562500 Penalty: 4066.252441
	Iteration 13Q: 3 clusters Score -414932.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -414945.031250 Penalty: 4066.252441
	Iteration 14Q: 3 clusters Score -414945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -414952.750000 Penalty: 4066.252441
	Iteration 15Q: 3 clusters Score -414952.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -414959.718750 Penalty: 4066.252441
	Iteration 16Q: 3 clusters Score -414959.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -414966.937500 Penalty: 4066.252441
	Iteration 17Q: 3 clusters Score -414966.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -414975.218750 Penalty: 4066.252441
	Iteration 18Q: 3 clusters Score -414975.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -414984.343750 Penalty: 4066.252441
	Iteration 19Q: 3 clusters Score -414984.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -414990.750000 Penalty: 4066.252441
	Iteration 20F: 3 clusters Score -414990.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -414995.343750 Penalty: 4066.252441
	Iteration 21Q: 3 clusters Score -414995.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -415000.062500 Penalty: 4066.252441
	Iteration 22Q: 3 clusters Score -415000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -415004.000000 Penalty: 4066.252441
	Iteration 23Q: 3 clusters Score -415004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -415007.125000 Penalty: 4066.252441
	Iteration 24Q: 3 clusters Score -415007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -415008.531250 Penalty: 4066.252441
	Iteration 25Q: 3 clusters Score -415008.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -415009.968750 Penalty: 4066.252441
	Iteration 26Q: 3 clusters Score -415010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -415011.562500 Penalty: 4066.252441
	Iteration 27Q: 3 clusters Score -415011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -415012.812500 Penalty: 4066.252441
	Iteration 28Q: 3 clusters Score -415012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -415013.500000 Penalty: 4066.252441
	Iteration 29Q: 3 clusters Score -415013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -415014.718750 Penalty: 4066.252441
	Iteration 30Q: 3 clusters Score -415014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -415016.687500 Penalty: 4066.252441
	Iteration 31Q: 3 clusters Score -415016.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -415018.312500 Penalty: 4066.252441
	Iteration 32Q: 3 clusters Score -415018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -415020.000000 Penalty: 4066.252441
	Iteration 33Q: 3 clusters Score -415020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -415022.281250 Penalty: 4066.252441
	Iteration 34Q: 3 clusters Score -415022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -415023.218750 Penalty: 4066.252441
	Iteration 35Q: 3 clusters Score -415023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -415023.843750 Penalty: 4066.252441
	Iteration 36Q: 3 clusters Score -415023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -415025.875000 Penalty: 4066.252441
	Iteration 37Q: 3 clusters Score -415025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -415027.875000 Penalty: 4066.252441
	Iteration 38Q: 3 clusters Score -415027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -415028.531250 Penalty: 4066.252441
	Iteration 39Q: 3 clusters Score -415028.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -415031.687500 Penalty: 4066.252441
	Iteration 40F: 3 clusters Score -415031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415034.500000 Penalty: 4066.252441
	Iteration 41Q: 3 clusters Score -415034.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -415039.062500 Penalty: 4066.252441
	Iteration 42Q: 3 clusters Score -415039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -415042.593750 Penalty: 4066.252441
	Iteration 43Q: 3 clusters Score -415042.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -415046.718750 Penalty: 4066.252441
	Iteration 44Q: 3 clusters Score -415046.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -415047.343750 Penalty: 4066.252441
	Iteration 45Q: 3 clusters Score -415047.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -415051.156250 Penalty: 4066.252441
	Iteration 46Q: 3 clusters Score -415051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -415052.406250 Penalty: 4066.252441
	Iteration 47Q: 3 clusters Score -415052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -415056.906250 Penalty: 4066.252441
	Iteration 48Q: 3 clusters Score -415056.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -415063.031250 Penalty: 4066.252441
	Iteration 49Q: 3 clusters Score -415063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -415066.875000 Penalty: 4066.252441
	Iteration 50Q: 3 clusters Score -415066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -415073.593750 Penalty: 4066.252441
	Iteration 51Q: 3 clusters Score -415073.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -415081.625000 Penalty: 4066.252441
	Iteration 52Q: 3 clusters Score -415081.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -415087.156250 Penalty: 4066.252441
	Iteration 53Q: 3 clusters Score -415087.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -415096.312500 Penalty: 4066.252441
	Iteration 54Q: 3 clusters Score -415096.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -415102.968750 Penalty: 4066.252441
	Iteration 55Q: 3 clusters Score -415103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -415108.062500 Penalty: 4066.252441
	Iteration 56Q: 3 clusters Score -415108.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -415113.500000 Penalty: 4066.252441
	Iteration 57Q: 3 clusters Score -415113.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -415118.843750 Penalty: 4066.252441
	Iteration 58Q: 3 clusters Score -415118.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -415124.343750 Penalty: 4066.252441
	Iteration 59Q: 3 clusters Score -415124.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -415128.437500 Penalty: 4066.252441
	Iteration 60F: 3 clusters Score -415128.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -415133.187500 Penalty: 4066.252441
	Iteration 61Q: 3 clusters Score -415133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -415139.000000 Penalty: 4066.252441
	Iteration 62Q: 3 clusters Score -415139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -415146.281250 Penalty: 4066.252441
	Iteration 63Q: 3 clusters Score -415146.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -415155.500000 Penalty: 4066.252441
	Iteration 64Q: 3 clusters Score -415155.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -415164.968750 Penalty: 4066.252441
	Iteration 65Q: 3 clusters Score -415165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -415171.156250 Penalty: 4066.252441
	Iteration 66Q: 3 clusters Score -415171.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -415177.343750 Penalty: 4066.252441
	Iteration 67Q: 3 clusters Score -415177.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -415181.687500 Penalty: 4066.252441
	Iteration 68Q: 3 clusters Score -415181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -415184.750000 Penalty: 4066.252441
	Iteration 69Q: 3 clusters Score -415184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -415185.656250 Penalty: 4066.252441
	Iteration 70Q: 3 clusters Score -415185.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -415188.093750 Penalty: 4066.252441
	Iteration 71Q: 3 clusters Score -415188.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -415189.093750 Penalty: 4066.252441
	Iteration 72Q: 3 clusters Score -415189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -415194.093750 Penalty: 4066.252441
	Iteration 73Q: 3 clusters Score -415194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -415196.562500 Penalty: 4066.252441
	Iteration 74Q: 3 clusters Score -415196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -415199.250000 Penalty: 4066.252441
	Iteration 75Q: 3 clusters Score -415199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -415201.437500 Penalty: 4066.252441
	Iteration 76Q: 3 clusters Score -415201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -415205.343750 Penalty: 4066.252441
	Iteration 77Q: 3 clusters Score -415205.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -415206.937500 Penalty: 4066.252441
	Iteration 78Q: 3 clusters Score -415206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -415206.875000 Penalty: 4066.252441
	Iteration 79Q: 3 clusters Score -415206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -415208.187500 Penalty: 4066.252441
	Iteration 80F: 3 clusters Score -415208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -415209.531250 Penalty: 4066.252441
	Iteration 81Q: 3 clusters Score -415209.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -415212.531250 Penalty: 4066.252441
	Iteration 82Q: 3 clusters Score -415212.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -415214.500000 Penalty: 4066.252441
	Iteration 83Q: 3 clusters Score -415214.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -415217.531250 Penalty: 4066.252441
	Iteration 84Q: 3 clusters Score -415217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -415224.781250 Penalty: 4066.252441
	Iteration 85Q: 3 clusters Score -415224.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -415233.031250 Penalty: 4066.252441
	Iteration 86Q: 3 clusters Score -415233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -415237.937500 Penalty: 4066.252441
	Iteration 87Q: 3 clusters Score -415237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -415244.812500 Penalty: 4066.252441
	Iteration 88Q: 3 clusters Score -415244.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -415250.718750 Penalty: 4066.252441
	Iteration 89Q: 3 clusters Score -415250.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -415255.656250 Penalty: 4066.252441
	Iteration 90Q: 3 clusters Score -415255.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -415259.125000 Penalty: 4066.252441
	Iteration 91Q: 3 clusters Score -415259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -415261.812500 Penalty: 4066.252441
	Iteration 92Q: 3 clusters Score -415261.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -415264.250000 Penalty: 4066.252441
	Iteration 93Q: 3 clusters Score -415264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -415266.437500 Penalty: 4066.252441
	Iteration 94Q: 3 clusters Score -415266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -415267.656250 Penalty: 4066.252441
	Iteration 95Q: 3 clusters Score -415267.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -415270.093750 Penalty: 4066.252441
	Iteration 96Q: 3 clusters Score -415270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -415270.250000 Penalty: 4066.252441
	Iteration 97Q: 3 clusters Score -415270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -415271.781250 Penalty: 4066.252441
	Iteration 98Q: 3 clusters Score -415271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -415272.625000 Penalty: 4066.252441
	Iteration 99Q: 3 clusters Score -415272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -415273.375000 Penalty: 4066.252441
	Iteration 100F: 3 clusters Score -415273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -415273.312500 Penalty: 4066.252441
	Iteration 101Q: 3 clusters Score -415273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -415273.718750 Penalty: 4066.252441
	Iteration 102Q: 3 clusters Score -415273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -415274.437500 Penalty: 4066.252441
	Iteration 103Q: 3 clusters Score -415274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -415274.562500 Penalty: 4066.252441
	Iteration 104Q: 3 clusters Score -415274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -415275.062500 Penalty: 4066.252441
	Iteration 105Q: 3 clusters Score -415275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -415275.937500 Penalty: 4066.252441
	Iteration 106Q: 3 clusters Score -415275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -415276.062500 Penalty: 4066.252441
	Iteration 107Q: 3 clusters Score -415276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -415276.187500 Penalty: 4066.252441
	Iteration 108Q: 3 clusters Score -415276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -415277.968750 Penalty: 4066.252441
	Iteration 109Q: 3 clusters Score -415278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -415278.875000 Penalty: 4066.252441
	Iteration 110Q: 3 clusters Score -415278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -415280.000000 Penalty: 4066.252441
	Iteration 111Q: 3 clusters Score -415280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -415280.062500 Penalty: 4066.252441
	Iteration 112Q: 3 clusters Score -415280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -415280.875000 Penalty: 4066.252441
	Iteration 113Q: 3 clusters Score -415280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -415280.656250 Penalty: 4066.252441
	Iteration 114Q: 3 clusters Score -415280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -415280.656250 Penalty: 4066.252441
	Iteration 115F: 3 clusters Score -415280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Entering Unmasked Estep 
Score: -5085565.000000 Penalty: 2622.746338
	Iteration 0F: 2 clusters Score -5085565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5058904.000000 Penalty: 5245.492676
	Iteration 0F: 3 clusters Score -5058904 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -5068854.000000 Penalty: 5245.492676
	Iteration 1F: 3 clusters Score -5068854 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -5069345.000000 Penalty: 5245.492676
	Iteration 2Q: 3 clusters Score -5069345 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5069877.500000 Penalty: 5245.492676
	Iteration 3Q: 3 clusters Score -5069878 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -5070423.000000 Penalty: 5245.492676
	Iteration 4Q: 3 clusters Score -5070423 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -5071102.000000 Penalty: 5245.492676
	Iteration 5Q: 3 clusters Score -5071102 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -5072029.500000 Penalty: 5245.492676
	Iteration 6Q: 3 clusters Score -5072030 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5073237.000000 Penalty: 5245.492676
	Iteration 7Q: 3 clusters Score -5073237 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -5074519.500000 Penalty: 5245.492676
	Iteration 8Q: 3 clusters Score -5074520 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -5075768.000000 Penalty: 5245.492676
	Iteration 9Q: 3 clusters Score -5075768 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -5076965.000000 Penalty: 5245.492676
	Iteration 10Q: 3 clusters Score -5076965 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -5078003.000000 Penalty: 5245.492676
	Iteration 11Q: 3 clusters Score -5078003 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -5078843.500000 Penalty: 5245.492676
	Iteration 12Q: 3 clusters Score -5078844 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -5079518.000000 Penalty: 5245.492676
	Iteration 13Q: 3 clusters Score -5079518 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -5080052.500000 Penalty: 5245.492676
	Iteration 14Q: 3 clusters Score -5080052 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -5080510.000000 Penalty: 5245.492676
	Iteration 15Q: 3 clusters Score -5080510 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5080886.500000 Penalty: 5245.492676
	Iteration 16Q: 3 clusters Score -5080886 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -5081206.000000 Penalty: 5245.492676
	Iteration 17Q: 3 clusters Score -5081206 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -5081466.500000 Penalty: 5245.492676
	Iteration 18Q: 3 clusters Score -5081466 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -5081694.000000 Penalty: 5245.492676
	Iteration 19Q: 3 clusters Score -5081694 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -5081906.000000 Penalty: 5245.492676
	Iteration 20F: 3 clusters Score -5081906 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -5082085.500000 Penalty: 5245.492676
	Iteration 21Q: 3 clusters Score -5082086 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -5082237.000000 Penalty: 5245.492676
	Iteration 22Q: 3 clusters Score -5082237 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -5082399.000000 Penalty: 5245.492676
	Iteration 23Q: 3 clusters Score -5082399 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -5082543.000000 Penalty: 5245.492676
	Iteration 24Q: 3 clusters Score -5082543 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -5082670.500000 Penalty: 5245.492676
	Iteration 25Q: 3 clusters Score -5082670 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -5082775.500000 Penalty: 5245.492676
	Iteration 26Q: 3 clusters Score -5082776 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5082866.500000 Penalty: 5245.492676
	Iteration 27Q: 3 clusters Score -5082866 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5082941.500000 Penalty: 5245.492676
	Iteration 28Q: 3 clusters Score -5082942 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -5083006.000000 Penalty: 5245.492676
	Iteration 29Q: 3 clusters Score -5083006 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -5083064.000000 Penalty: 5245.492676
	Iteration 30Q: 3 clusters Score -5083064 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5083101.500000 Penalty: 5245.492676
	Iteration 31Q: 3 clusters Score -5083102 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -5083143.000000 Penalty: 5245.492676
	Iteration 32Q: 3 clusters Score -5083143 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -5083169.500000 Penalty: 5245.492676
	Iteration 33Q: 3 clusters Score -5083170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5083205.000000 Penalty: 5245.492676
	Iteration 34Q: 3 clusters Score -5083205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5083232.000000 Penalty: 5245.492676
	Iteration 35Q: 3 clusters Score -5083232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5083265.500000 Penalty: 5245.492676
	Iteration 36Q: 3 clusters Score -5083266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -5083273.500000 Penalty: 5245.492676
	Iteration 37Q: 3 clusters Score -5083274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -5083302.500000 Penalty: 5245.492676
	Iteration 38Q: 3 clusters Score -5083302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -5083325.000000 Penalty: 5245.492676
	Iteration 39Q: 3 clusters Score -5083325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -5083342.000000 Penalty: 5245.492676
	Iteration 40F: 3 clusters Score -5083342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5083353.000000 Penalty: 5245.492676
	Iteration 41Q: 3 clusters Score -5083353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -5083369.500000 Penalty: 5245.492676
	Iteration 42Q: 3 clusters Score -5083370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5083380.000000 Penalty: 5245.492676
	Iteration 43Q: 3 clusters Score -5083380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -5083388.000000 Penalty: 5245.492676
	Iteration 44Q: 3 clusters Score -5083388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5083395.000000 Penalty: 5245.492676
	Iteration 45Q: 3 clusters Score -5083395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -5083393.500000 Penalty: 5245.492676
	Iteration 46Q: 3 clusters Score -5083394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -5083397.500000 Penalty: 5245.492676
	Iteration 47Q: 3 clusters Score -5083398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -5083393.000000 Penalty: 5245.492676
	Iteration 48Q: 3 clusters Score -5083393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -5083400.500000 Penalty: 5245.492676
	Iteration 49Q: 3 clusters Score -5083400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5083408.000000 Penalty: 5245.492676
	Iteration 50Q: 3 clusters Score -5083408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -5083411.000000 Penalty: 5245.492676
	Iteration 51Q: 3 clusters Score -5083411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -5083417.500000 Penalty: 5245.492676
	Iteration 52Q: 3 clusters Score -5083418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5083424.500000 Penalty: 5245.492676
	Iteration 53Q: 3 clusters Score -5083424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -5083426.000000 Penalty: 5245.492676
	Iteration 54Q: 3 clusters Score -5083426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -5083434.500000 Penalty: 5245.492676
	Iteration 55Q: 3 clusters Score -5083434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -5083448.000000 Penalty: 5245.492676
	Iteration 56Q: 3 clusters Score -5083448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5083454.000000 Penalty: 5245.492676
	Iteration 57Q: 3 clusters Score -5083454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -5083452.500000 Penalty: 5245.492676
	Iteration 58Q: 3 clusters Score -5083452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -5083452.000000 Penalty: 5245.492676
	Iteration 59Q: 3 clusters Score -5083452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -5083462.500000 Penalty: 5245.492676
	Iteration 60F: 3 clusters Score -5083462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -5083462.000000 Penalty: 5245.492676
	Iteration 61Q: 3 clusters Score -5083462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -5083469.000000 Penalty: 5245.492676
	Iteration 62Q: 3 clusters Score -5083469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5083465.500000 Penalty: 5245.492676
	Iteration 63Q: 3 clusters Score -5083466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5083467.500000 Penalty: 5245.492676
	Iteration 64Q: 3 clusters Score -5083468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5083472.500000 Penalty: 5245.492676
	Iteration 65Q: 3 clusters Score -5083472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -5083481.000000 Penalty: 5245.492676
	Iteration 66Q: 3 clusters Score -5083481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -5083477.000000 Penalty: 5245.492676
	Iteration 67Q: 3 clusters Score -5083477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5083482.000000 Penalty: 5245.492676
	Iteration 68Q: 3 clusters Score -5083482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5083479.000000 Penalty: 5245.492676
	Iteration 69Q: 3 clusters Score -5083479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5083479.000000 Penalty: 5245.492676
	Iteration 70F: 3 clusters Score -5083479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -292665.187500 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -292665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -289784.656250 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -289784.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -290274.468750 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -290274.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -290451.531250 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -290451.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -290531.093750 Penalty: 3846.010010
	Iteration 3Q: 3 clusters Score -290531.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -290585.906250 Penalty: 3846.010010
	Iteration 4Q: 3 clusters Score -290585.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -290634.406250 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -290634.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -290666.531250 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -290666.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290696.343750 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -290696.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -290722.718750 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -290722.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -290740.375000 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -290740.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -290754.781250 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -290754.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -290768.125000 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -290768.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -290785.687500 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -290785.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -290797.375000 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -290797.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -290809.437500 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -290809.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -290818.406250 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -290818.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -290830.093750 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -290830.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -290844.625000 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -290844.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -290860.750000 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -290860.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -290875.906250 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -290875.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -290893.093750 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -290893.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -290917.031250 Penalty: 3846.010010
	Iteration 21Q: 3 clusters Score -290917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -290931.406250 Penalty: 3846.010010
	Iteration 22Q: 3 clusters Score -290931.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -290941.750000 Penalty: 3846.010010
	Iteration 23Q: 3 clusters Score -290941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -290953.937500 Penalty: 3846.010010
	Iteration 24Q: 3 clusters Score -290953.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -290968.093750 Penalty: 3846.010010
	Iteration 25Q: 3 clusters Score -290968.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -290974.250000 Penalty: 3846.010010
	Iteration 26Q: 3 clusters Score -290974.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -290981.250000 Penalty: 3846.010010
	Iteration 27Q: 3 clusters Score -290981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -290984.031250 Penalty: 3846.010010
	Iteration 28Q: 3 clusters Score -290984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -290985.031250 Penalty: 3846.010010
	Iteration 29Q: 3 clusters Score -290985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -290987.125000 Penalty: 3846.010010
	Iteration 30Q: 3 clusters Score -290987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -290988.406250 Penalty: 3846.010010
	Iteration 31Q: 3 clusters Score -290988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -290988.406250 Penalty: 3846.010010
	Iteration 32F: 3 clusters Score -290988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -90736.500000 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -90736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89004.242188 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -89004.24 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89195.312500 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -89195.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89250.101562 Penalty: 3253.569092
	Iteration 2Q: 3 clusters Score -89250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89269.726562 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -89269.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89287.718750 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -89287.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89298.125000 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -89298.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89298.125000 Penalty: 3253.569092
	Iteration 6F: 3 clusters Score -89298.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2826335.250000 Penalty: 2467.040283
	Iteration 0F: 2 clusters Score -2826335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2811554.500000 Penalty: 4934.080566
	Iteration 0F: 3 clusters Score -2811554 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2816491.500000 Penalty: 4934.080566
	Iteration 1F: 3 clusters Score -2816492 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2816840.750000 Penalty: 4934.080566
	Iteration 2F: 3 clusters Score -2816841 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2817137.500000 Penalty: 4934.080566
	Iteration 3Q: 3 clusters Score -2817138 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2817391.250000 Penalty: 4934.080566
	Iteration 4Q: 3 clusters Score -2817391 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2817661.250000 Penalty: 4934.080566
	Iteration 5Q: 3 clusters Score -2817661 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2817963.000000 Penalty: 4934.080566
	Iteration 6Q: 3 clusters Score -2817963 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2818334.750000 Penalty: 4934.080566
	Iteration 7Q: 3 clusters Score -2818335 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2818854.000000 Penalty: 4934.080566
	Iteration 8Q: 3 clusters Score -2818854 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2819524.750000 Penalty: 4934.080566
	Iteration 9Q: 3 clusters Score -2819525 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2820323.500000 Penalty: 4934.080566
	Iteration 10F: 3 clusters Score -2820324 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2821297.000000 Penalty: 4934.080566
	Iteration 11F: 3 clusters Score -2821297 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2822234.000000 Penalty: 4934.080566
	Iteration 12F: 3 clusters Score -2822234 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2822973.250000 Penalty: 4934.080566
	Iteration 13Q: 3 clusters Score -2822973 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2823458.000000 Penalty: 4934.080566
	Iteration 14Q: 3 clusters Score -2823458 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2823773.500000 Penalty: 4934.080566
	Iteration 15Q: 3 clusters Score -2823774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2823950.250000 Penalty: 4934.080566
	Iteration 16Q: 3 clusters Score -2823950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2824062.250000 Penalty: 4934.080566
	Iteration 17Q: 3 clusters Score -2824062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2824130.500000 Penalty: 4934.080566
	Iteration 18Q: 3 clusters Score -2824130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2824162.000000 Penalty: 4934.080566
	Iteration 19Q: 3 clusters Score -2824162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2824181.750000 Penalty: 4934.080566
	Iteration 20F: 3 clusters Score -2824182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2824192.000000 Penalty: 4934.080566
	Iteration 21Q: 3 clusters Score -2824192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2824203.250000 Penalty: 4934.080566
	Iteration 22Q: 3 clusters Score -2824203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2824212.250000 Penalty: 4934.080566
	Iteration 23Q: 3 clusters Score -2824212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2824221.500000 Penalty: 4934.080566
	Iteration 24Q: 3 clusters Score -2824222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2824218.500000 Penalty: 4934.080566
	Iteration 25Q: 3 clusters Score -2824218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2824222.000000 Penalty: 4934.080566
	Iteration 26Q: 3 clusters Score -2824222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2824222.000000 Penalty: 4934.080566
	Iteration 27F: 3 clusters Score -2824222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Entering Unmasked Estep 
Score: -2254346.250000 Penalty: 2418.329102
	Iteration 0F: 2 clusters Score -2254346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2242100.000000 Penalty: 4836.658203
	Iteration 0F: 3 clusters Score -2242100 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2246000.250000 Penalty: 4836.658203
	Iteration 1F: 3 clusters Score -2246000 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2246379.500000 Penalty: 4836.658203
	Iteration 2F: 3 clusters Score -2246380 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2246661.000000 Penalty: 4836.658203
	Iteration 3Q: 3 clusters Score -2246661 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2246876.500000 Penalty: 4836.658203
	Iteration 4Q: 3 clusters Score -2246876 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2247046.250000 Penalty: 4836.658203
	Iteration 5Q: 3 clusters Score -2247046 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2247225.750000 Penalty: 4836.658203
	Iteration 6Q: 3 clusters Score -2247226 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2247390.000000 Penalty: 4836.658203
	Iteration 7Q: 3 clusters Score -2247390 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2247553.500000 Penalty: 4836.658203
	Iteration 8Q: 3 clusters Score -2247554 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2247701.500000 Penalty: 4836.658203
	Iteration 9Q: 3 clusters Score -2247702 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2247856.000000 Penalty: 4836.658203
	Iteration 10Q: 3 clusters Score -2247856 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2248051.000000 Penalty: 4836.658203
	Iteration 11Q: 3 clusters Score -2248051 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2248304.750000 Penalty: 4836.658203
	Iteration 12Q: 3 clusters Score -2248305 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2248578.250000 Penalty: 4836.658203
	Iteration 13Q: 3 clusters Score -2248578 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2248917.250000 Penalty: 4836.658203
	Iteration 14Q: 3 clusters Score -2248917 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2249355.250000 Penalty: 4836.658203
	Iteration 15Q: 3 clusters Score -2249355 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2249856.500000 Penalty: 4836.658203
	Iteration 16Q: 3 clusters Score -2249856 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2250348.250000 Penalty: 4836.658203
	Iteration 17Q: 3 clusters Score -2250348 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2250785.500000 Penalty: 4836.658203
	Iteration 18Q: 3 clusters Score -2250786 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2251155.500000 Penalty: 4836.658203
	Iteration 19Q: 3 clusters Score -2251156 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2251438.250000 Penalty: 4836.658203
	Iteration 20F: 3 clusters Score -2251438 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2251663.000000 Penalty: 4836.658203
	Iteration 21Q: 3 clusters Score -2251663 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2251819.250000 Penalty: 4836.658203
	Iteration 22Q: 3 clusters Score -2251819 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2251942.250000 Penalty: 4836.658203
	Iteration 23Q: 3 clusters Score -2251942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2252035.000000 Penalty: 4836.658203
	Iteration 24Q: 3 clusters Score -2252035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2252088.250000 Penalty: 4836.658203
	Iteration 25Q: 3 clusters Score -2252088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2252123.750000 Penalty: 4836.658203
	Iteration 26Q: 3 clusters Score -2252124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2252153.000000 Penalty: 4836.658203
	Iteration 27Q: 3 clusters Score -2252153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2252178.500000 Penalty: 4836.658203
	Iteration 28Q: 3 clusters Score -2252178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2252185.750000 Penalty: 4836.658203
	Iteration 29Q: 3 clusters Score -2252186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2252195.000000 Penalty: 4836.658203
	Iteration 30Q: 3 clusters Score -2252195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2252206.250000 Penalty: 4836.658203
	Iteration 31Q: 3 clusters Score -2252206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2252220.750000 Penalty: 4836.658203
	Iteration 32Q: 3 clusters Score -2252221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2252236.750000 Penalty: 4836.658203
	Iteration 33Q: 3 clusters Score -2252237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2252257.250000 Penalty: 4836.658203
	Iteration 34Q: 3 clusters Score -2252257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2252271.500000 Penalty: 4836.658203
	Iteration 35Q: 3 clusters Score -2252272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2252280.000000 Penalty: 4836.658203
	Iteration 36Q: 3 clusters Score -2252280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2252281.250000 Penalty: 4836.658203
	Iteration 37Q: 3 clusters Score -2252281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2252287.000000 Penalty: 4836.658203
	Iteration 38Q: 3 clusters Score -2252287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2252285.500000 Penalty: 4836.658203
	Iteration 39Q: 3 clusters Score -2252286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2252288.250000 Penalty: 4836.658203
	Iteration 40F: 3 clusters Score -2252288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2252295.750000 Penalty: 4836.658203
	Iteration 41Q: 3 clusters Score -2252296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2252295.000000 Penalty: 4836.658203
	Iteration 42Q: 3 clusters Score -2252295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2252300.250000 Penalty: 4836.658203
	Iteration 43Q: 3 clusters Score -2252300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2252302.500000 Penalty: 4836.658203
	Iteration 44Q: 3 clusters Score -2252302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2252302.500000 Penalty: 4836.658203
	Iteration 45F: 3 clusters Score -2252302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Entering Unmasked Estep 
Score: -6065819.000000 Penalty: 2677.798096
	Iteration 0F: 2 clusters Score -6065819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -6032952.000000 Penalty: 5355.596191
	Iteration 0F: 3 clusters Score -6032952 nChanged 22499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -6045692.000000 Penalty: 5355.596191
	Iteration 1F: 3 clusters Score -6045692 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -6046503.000000 Penalty: 5355.596191
	Iteration 2Q: 3 clusters Score -6046503 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -6047437.500000 Penalty: 5355.596191
	Iteration 3Q: 3 clusters Score -6047438 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -6048430.500000 Penalty: 5355.596191
	Iteration 4Q: 3 clusters Score -6048430 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -6049586.000000 Penalty: 5355.596191
	Iteration 5Q: 3 clusters Score -6049586 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -6050780.000000 Penalty: 5355.596191
	Iteration 6F: 3 clusters Score -6050780 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -6052016.000000 Penalty: 5355.596191
	Iteration 7Q: 3 clusters Score -6052016 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -6053285.500000 Penalty: 5355.596191
	Iteration 8Q: 3 clusters Score -6053286 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -6054636.000000 Penalty: 5355.596191
	Iteration 9Q: 3 clusters Score -6054636 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6055720.500000 Penalty: 5355.596191
	Iteration 10Q: 3 clusters Score -6055720 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -6056435.000000 Penalty: 5355.596191
	Iteration 11Q: 3 clusters Score -6056435 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -6056726.500000 Penalty: 5355.596191
	Iteration 12Q: 3 clusters Score -6056726 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -6056913.000000 Penalty: 5355.596191
	Iteration 13Q: 3 clusters Score -6056913 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -6057065.000000 Penalty: 5355.596191
	Iteration 14Q: 3 clusters Score -6057065 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -6057167.500000 Penalty: 5355.596191
	Iteration 15Q: 3 clusters Score -6057168 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -6057342.500000 Penalty: 5355.596191
	Iteration 16Q: 3 clusters Score -6057342 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -6057543.000000 Penalty: 5355.596191
	Iteration 17Q: 3 clusters Score -6057543 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -6057751.000000 Penalty: 5355.596191
	Iteration 18Q: 3 clusters Score -6057751 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -6057982.500000 Penalty: 5355.596191
	Iteration 19Q: 3 clusters Score -6057982 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -6058290.000000 Penalty: 5355.596191
	Iteration 20F: 3 clusters Score -6058290 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -6058626.000000 Penalty: 5355.596191
	Iteration 21Q: 3 clusters Score -6058626 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -6058974.500000 Penalty: 5355.596191
	Iteration 22Q: 3 clusters Score -6058974 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -6059332.000000 Penalty: 5355.596191
	Iteration 23Q: 3 clusters Score -6059332 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -6059704.500000 Penalty: 5355.596191
	Iteration 24Q: 3 clusters Score -6059704 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -6060092.000000 Penalty: 5355.596191
	Iteration 25Q: 3 clusters Score -6060092 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -6060522.500000 Penalty: 5355.596191
	Iteration 26Q: 3 clusters Score -6060522 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -6060856.500000 Penalty: 5355.596191
	Iteration 27Q: 3 clusters Score -6060856 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -6061115.000000 Penalty: 5355.596191
	Iteration 28Q: 3 clusters Score -6061115 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -6061407.000000 Penalty: 5355.596191
	Iteration 29Q: 3 clusters Score -6061407 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -6061635.500000 Penalty: 5355.596191
	Iteration 30Q: 3 clusters Score -6061636 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -6061814.500000 Penalty: 5355.596191
	Iteration 31Q: 3 clusters Score -6061814 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -6061969.000000 Penalty: 5355.596191
	Iteration 32Q: 3 clusters Score -6061969 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -6062128.000000 Penalty: 5355.596191
	Iteration 33Q: 3 clusters Score -6062128 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -6062250.000000 Penalty: 5355.596191
	Iteration 34Q: 3 clusters Score -6062250 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -6062378.000000 Penalty: 5355.596191
	Iteration 35Q: 3 clusters Score -6062378 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -6062478.500000 Penalty: 5355.596191
	Iteration 36Q: 3 clusters Score -6062478 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -6062575.000000 Penalty: 5355.596191
	Iteration 37Q: 3 clusters Score -6062575 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -6062646.500000 Penalty: 5355.596191
	Iteration 38Q: 3 clusters Score -6062646 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -6062741.500000 Penalty: 5355.596191
	Iteration 39Q: 3 clusters Score -6062742 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -6062842.500000 Penalty: 5355.596191
	Iteration 40F: 3 clusters Score -6062842 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -6062931.500000 Penalty: 5355.596191
	Iteration 41Q: 3 clusters Score -6062932 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -6063009.000000 Penalty: 5355.596191
	Iteration 42Q: 3 clusters Score -6063009 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -6063090.000000 Penalty: 5355.596191
	Iteration 43Q: 3 clusters Score -6063090 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -6063195.500000 Penalty: 5355.596191
	Iteration 44Q: 3 clusters Score -6063196 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -6063274.000000 Penalty: 5355.596191
	Iteration 45Q: 3 clusters Score -6063274 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -6063349.000000 Penalty: 5355.596191
	Iteration 46Q: 3 clusters Score -6063349 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -6063411.000000 Penalty: 5355.596191
	Iteration 47Q: 3 clusters Score -6063411 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -6063501.000000 Penalty: 5355.596191
	Iteration 48Q: 3 clusters Score -6063501 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -6063570.500000 Penalty: 5355.596191
	Iteration 49Q: 3 clusters Score -6063570 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6063645.000000 Penalty: 5355.596191
	Iteration 50Q: 3 clusters Score -6063645 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6063715.500000 Penalty: 5355.596191
	Iteration 51Q: 3 clusters Score -6063716 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -6063753.500000 Penalty: 5355.596191
	Iteration 52Q: 3 clusters Score -6063754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6063774.500000 Penalty: 5355.596191
	Iteration 53Q: 3 clusters Score -6063774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6063784.500000 Penalty: 5355.596191
	Iteration 54Q: 3 clusters Score -6063784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -6063789.000000 Penalty: 5355.596191
	Iteration 55Q: 3 clusters Score -6063789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -6063814.000000 Penalty: 5355.596191
	Iteration 56Q: 3 clusters Score -6063814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6063831.500000 Penalty: 5355.596191
	Iteration 57Q: 3 clusters Score -6063832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -6063853.500000 Penalty: 5355.596191
	Iteration 58Q: 3 clusters Score -6063854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -6063871.000000 Penalty: 5355.596191
	Iteration 59Q: 3 clusters Score -6063871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -6063876.000000 Penalty: 5355.596191
	Iteration 60F: 3 clusters Score -6063876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -6063880.500000 Penalty: 5355.596191
	Iteration 61Q: 3 clusters Score -6063880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6063878.000000 Penalty: 5355.596191
	Iteration 62Q: 3 clusters Score -6063878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -6063895.000000 Penalty: 5355.596191
	Iteration 63Q: 3 clusters Score -6063895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -6063902.000000 Penalty: 5355.596191
	Iteration 64Q: 3 clusters Score -6063902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -6063912.000000 Penalty: 5355.596191
	Iteration 65Q: 3 clusters Score -6063912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -6063923.000000 Penalty: 5355.596191
	Iteration 66Q: 3 clusters Score -6063923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -6063911.000000 Penalty: 5355.596191
	Iteration 67Q: 3 clusters Score -6063911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -6063916.500000 Penalty: 5355.596191
	Iteration 68Q: 3 clusters Score -6063916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6063926.000000 Penalty: 5355.596191
	Iteration 69Q: 3 clusters Score -6063926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -6063935.000000 Penalty: 5355.596191
	Iteration 70Q: 3 clusters Score -6063935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -6063934.000000 Penalty: 5355.596191
	Iteration 71Q: 3 clusters Score -6063934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -6063934.000000 Penalty: 5355.596191
	Iteration 72Q: 3 clusters Score -6063934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6063926.500000 Penalty: 5355.596191
	Iteration 73Q: 3 clusters Score -6063926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -6063929.000000 Penalty: 5355.596191
	Iteration 74Q: 3 clusters Score -6063929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6063929.500000 Penalty: 5355.596191
	Iteration 75Q: 3 clusters Score -6063930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6063937.500000 Penalty: 5355.596191
	Iteration 76Q: 3 clusters Score -6063938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -6063931.500000 Penalty: 5355.596191
	Iteration 77Q: 3 clusters Score -6063932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6063934.500000 Penalty: 5355.596191
	Iteration 78Q: 3 clusters Score -6063934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6063933.500000 Penalty: 5355.596191
	Iteration 79Q: 3 clusters Score -6063934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6063935.500000 Penalty: 5355.596191
	Iteration 80F: 3 clusters Score -6063936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -6063941.500000 Penalty: 5355.596191
	Iteration 81Q: 3 clusters Score -6063942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -6063946.000000 Penalty: 5355.596191
	Iteration 82Q: 3 clusters Score -6063946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6063944.500000 Penalty: 5355.596191
	Iteration 83Q: 3 clusters Score -6063944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -6063944.500000 Penalty: 5355.596191
	Iteration 84Q: 3 clusters Score -6063944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -6063944.500000 Penalty: 5355.596191
	Iteration 85Q: 3 clusters Score -6063944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -6063944.500000 Penalty: 5355.596191
	Iteration 86F: 3 clusters Score -6063944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Entering Unmasked Estep 
Score: -3957505.250000 Penalty: 2551.441406
	Iteration 0F: 2 clusters Score -3957505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3937433.250000 Penalty: 5102.882812
	Iteration 0F: 3 clusters Score -3937433 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3944457.500000 Penalty: 5102.882812
	Iteration 1F: 3 clusters Score -3944458 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3944888.750000 Penalty: 5102.882812
	Iteration 2Q: 3 clusters Score -3944889 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3945301.500000 Penalty: 5102.882812
	Iteration 3Q: 3 clusters Score -3945302 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3945717.000000 Penalty: 5102.882812
	Iteration 4Q: 3 clusters Score -3945717 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3946124.000000 Penalty: 5102.882812
	Iteration 5Q: 3 clusters Score -3946124 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3946568.500000 Penalty: 5102.882812
	Iteration 6Q: 3 clusters Score -3946568 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3947120.000000 Penalty: 5102.882812
	Iteration 7Q: 3 clusters Score -3947120 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3947747.500000 Penalty: 5102.882812
	Iteration 8Q: 3 clusters Score -3947748 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3948423.750000 Penalty: 5102.882812
	Iteration 9Q: 3 clusters Score -3948424 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3949261.750000 Penalty: 5102.882812
	Iteration 10Q: 3 clusters Score -3949262 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3950178.500000 Penalty: 5102.882812
	Iteration 11Q: 3 clusters Score -3950178 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3951176.000000 Penalty: 5102.882812
	Iteration 12Q: 3 clusters Score -3951176 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3952202.500000 Penalty: 5102.882812
	Iteration 13Q: 3 clusters Score -3952202 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3953178.500000 Penalty: 5102.882812
	Iteration 14Q: 3 clusters Score -3953178 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3953960.250000 Penalty: 5102.882812
	Iteration 15Q: 3 clusters Score -3953960 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3954471.000000 Penalty: 5102.882812
	Iteration 16Q: 3 clusters Score -3954471 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3954790.750000 Penalty: 5102.882812
	Iteration 17Q: 3 clusters Score -3954791 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3954973.500000 Penalty: 5102.882812
	Iteration 18Q: 3 clusters Score -3954974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3955061.250000 Penalty: 5102.882812
	Iteration 19Q: 3 clusters Score -3955061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3955127.500000 Penalty: 5102.882812
	Iteration 20F: 3 clusters Score -3955128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3955191.750000 Penalty: 5102.882812
	Iteration 21Q: 3 clusters Score -3955192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3955226.750000 Penalty: 5102.882812
	Iteration 22Q: 3 clusters Score -3955227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3955265.750000 Penalty: 5102.882812
	Iteration 23Q: 3 clusters Score -3955266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3955287.500000 Penalty: 5102.882812
	Iteration 24Q: 3 clusters Score -3955288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3955302.250000 Penalty: 5102.882812
	Iteration 25Q: 3 clusters Score -3955302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3955303.250000 Penalty: 5102.882812
	Iteration 26Q: 3 clusters Score -3955303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3955312.000000 Penalty: 5102.882812
	Iteration 27Q: 3 clusters Score -3955312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3955315.000000 Penalty: 5102.882812
	Iteration 28Q: 3 clusters Score -3955315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3955316.000000 Penalty: 5102.882812
	Iteration 29Q: 3 clusters Score -3955316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3955315.250000 Penalty: 5102.882812
	Iteration 30Q: 3 clusters Score -3955315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3955315.250000 Penalty: 5102.882812
	Iteration 31F: 3 clusters Score -3955315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Entering Unmasked Estep 
Score: -7338670.500000 Penalty: 2706.878906
	Iteration 0F: 2 clusters Score -7338670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -7301694.500000 Penalty: 5413.757812
	Iteration 0F: 3 clusters Score -7301694 nChanged 25589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -7315775.500000 Penalty: 5413.757812
	Iteration 1F: 3 clusters Score -7315776 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -7316332.000000 Penalty: 5413.757812
	Iteration 2Q: 3 clusters Score -7316332 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -7316899.500000 Penalty: 5413.757812
	Iteration 3Q: 3 clusters Score -7316900 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -7317483.500000 Penalty: 5413.757812
	Iteration 4Q: 3 clusters Score -7317484 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -7318190.500000 Penalty: 5413.757812
	Iteration 5Q: 3 clusters Score -7318190 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -7319162.000000 Penalty: 5413.757812
	Iteration 6Q: 3 clusters Score -7319162 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -7320624.500000 Penalty: 5413.757812
	Iteration 7F: 3 clusters Score -7320624 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -7322907.500000 Penalty: 5413.757812
	Iteration 8F: 3 clusters Score -7322908 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -7326124.000000 Penalty: 5413.757812
	Iteration 9F: 3 clusters Score -7326124 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -7329746.500000 Penalty: 5413.757812
	Iteration 10F: 3 clusters Score -7329746 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -7332489.000000 Penalty: 5413.757812
	Iteration 11F: 3 clusters Score -7332489 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -7334172.500000 Penalty: 5413.757812
	Iteration 12Q: 3 clusters Score -7334172 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -7335112.000000 Penalty: 5413.757812
	Iteration 13Q: 3 clusters Score -7335112 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -7335614.500000 Penalty: 5413.757812
	Iteration 14Q: 3 clusters Score -7335614 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -7335872.500000 Penalty: 5413.757812
	Iteration 15Q: 3 clusters Score -7335872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -7336059.500000 Penalty: 5413.757812
	Iteration 16Q: 3 clusters Score -7336060 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7336144.000000 Penalty: 5413.757812
	Iteration 17Q: 3 clusters Score -7336144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -7336200.000000 Penalty: 5413.757812
	Iteration 18Q: 3 clusters Score -7336200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -7336230.500000 Penalty: 5413.757812
	Iteration 19Q: 3 clusters Score -7336230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -7336247.500000 Penalty: 5413.757812
	Iteration 20F: 3 clusters Score -7336248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -7336279.500000 Penalty: 5413.757812
	Iteration 21Q: 3 clusters Score -7336280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -7336288.000000 Penalty: 5413.757812
	Iteration 22Q: 3 clusters Score -7336288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -7336288.000000 Penalty: 5413.757812
	Iteration 23Q: 3 clusters Score -7336288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -7336296.500000 Penalty: 5413.757812
	Iteration 24Q: 3 clusters Score -7336296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -7336308.500000 Penalty: 5413.757812
	Iteration 25Q: 3 clusters Score -7336308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -7336316.000000 Penalty: 5413.757812
	Iteration 26Q: 3 clusters Score -7336316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -7336331.500000 Penalty: 5413.757812
	Iteration 27Q: 3 clusters Score -7336332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -7336331.500000 Penalty: 5413.757812
	Iteration 28Q: 3 clusters Score -7336332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -7336339.500000 Penalty: 5413.757812
	Iteration 29Q: 3 clusters Score -7336340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7336337.500000 Penalty: 5413.757812
	Iteration 30Q: 3 clusters Score -7336338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -7336347.500000 Penalty: 5413.757812
	Iteration 31Q: 3 clusters Score -7336348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -7336347.000000 Penalty: 5413.757812
	Iteration 32Q: 3 clusters Score -7336347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -7336356.500000 Penalty: 5413.757812
	Iteration 33Q: 3 clusters Score -7336356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -7336364.500000 Penalty: 5413.757812
	Iteration 34Q: 3 clusters Score -7336364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -7336360.500000 Penalty: 5413.757812
	Iteration 35Q: 3 clusters Score -7336360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -7336368.500000 Penalty: 5413.757812
	Iteration 36Q: 3 clusters Score -7336368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -7336369.000000 Penalty: 5413.757812
	Iteration 37Q: 3 clusters Score -7336369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -7336370.500000 Penalty: 5413.757812
	Iteration 38Q: 3 clusters Score -7336370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -7336379.000000 Penalty: 5413.757812
	Iteration 39Q: 3 clusters Score -7336379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -7336388.000000 Penalty: 5413.757812
	Iteration 40F: 3 clusters Score -7336388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -7336389.000000 Penalty: 5413.757812
	Iteration 41Q: 3 clusters Score -7336389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7336396.000000 Penalty: 5413.757812
	Iteration 42Q: 3 clusters Score -7336396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -7336402.000000 Penalty: 5413.757812
	Iteration 43Q: 3 clusters Score -7336402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -7336406.500000 Penalty: 5413.757812
	Iteration 44Q: 3 clusters Score -7336406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -7336407.500000 Penalty: 5413.757812
	Iteration 45Q: 3 clusters Score -7336408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -7336418.000000 Penalty: 5413.757812
	Iteration 46Q: 3 clusters Score -7336418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7336423.500000 Penalty: 5413.757812
	Iteration 47Q: 3 clusters Score -7336424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7336415.500000 Penalty: 5413.757812
	Iteration 48Q: 3 clusters Score -7336416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -7336421.000000 Penalty: 5413.757812
	Iteration 49Q: 3 clusters Score -7336421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7336418.500000 Penalty: 5413.757812
	Iteration 50Q: 3 clusters Score -7336418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7336421.000000 Penalty: 5413.757812
	Iteration 51Q: 3 clusters Score -7336421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -7336426.000000 Penalty: 5413.757812
	Iteration 52Q: 3 clusters Score -7336426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -7336430.500000 Penalty: 5413.757812
	Iteration 53Q: 3 clusters Score -7336430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -7336433.500000 Penalty: 5413.757812
	Iteration 54Q: 3 clusters Score -7336434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -7336437.000000 Penalty: 5413.757812
	Iteration 55Q: 3 clusters Score -7336437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -7336449.000000 Penalty: 5413.757812
	Iteration 56Q: 3 clusters Score -7336449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -7336444.000000 Penalty: 5413.757812
	Iteration 57Q: 3 clusters Score -7336444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -7336444.000000 Penalty: 5413.757812
	Iteration 58F: 3 clusters Score -7336444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26900.666016 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -26900.67 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 129 members 
Entering Unmasked Estep 
Score: -25719.839844 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -25719.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25837.671875 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -25837.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25883.919922 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -25883.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25894.207031 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -25894.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25895.630859 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -25895.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25896.511719 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -25896.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25896.511719 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -25896.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153103 members 
Entering Unmasked Estep 
Score: -20365458.000000 Penalty: 2960.838867
	Iteration 0F: 2 clusters Score -2.036546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -20263718.000000 Penalty: 5921.677734
	Iteration 0F: 3 clusters Score -2.026372e+07 nChanged 73173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -20306348.000000 Penalty: 5921.677734
	Iteration 1F: 3 clusters Score -2.030635e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -20307588.000000 Penalty: 5921.677734
	Iteration 2Q: 3 clusters Score -2.030759e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -20309138.000000 Penalty: 5921.677734
	Iteration 3Q: 3 clusters Score -2.030914e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -20311218.000000 Penalty: 5921.677734
	Iteration 4Q: 3 clusters Score -2.031122e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -20314060.000000 Penalty: 5921.677734
	Iteration 5Q: 3 clusters Score -2.031406e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -20317864.000000 Penalty: 5921.677734
	Iteration 6Q: 3 clusters Score -2.031786e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -20323024.000000 Penalty: 5921.677734
	Iteration 7F: 3 clusters Score -2.032302e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -20329126.000000 Penalty: 5921.677734
	Iteration 8F: 3 clusters Score -2.032913e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103818 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -20335136.000000 Penalty: 5921.677734
	Iteration 9F: 3 clusters Score -2.033514e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -20339870.000000 Penalty: 5921.677734
	Iteration 10F: 3 clusters Score -2.033987e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111466 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -20343260.000000 Penalty: 5921.677734
	Iteration 11Q: 3 clusters Score -2.034326e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114425 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -20345196.000000 Penalty: 5921.677734
	Iteration 12Q: 3 clusters Score -2.03452e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117270 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -20346566.000000 Penalty: 5921.677734
	Iteration 13Q: 3 clusters Score -2.034657e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120098 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -20347780.000000 Penalty: 5921.677734
	Iteration 14Q: 3 clusters Score -2.034778e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -20348896.000000 Penalty: 5921.677734
	Iteration 15Q: 3 clusters Score -2.03489e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -20350094.000000 Penalty: 5921.677734
	Iteration 16Q: 3 clusters Score -2.035009e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128311 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -20351272.000000 Penalty: 5921.677734
	Iteration 17Q: 3 clusters Score -2.035127e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130957 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -20352544.000000 Penalty: 5921.677734
	Iteration 18Q: 3 clusters Score -2.035254e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133516 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -20353822.000000 Penalty: 5921.677734
	Iteration 19Q: 3 clusters Score -2.035382e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -20355066.000000 Penalty: 5921.677734
	Iteration 20F: 3 clusters Score -2.035507e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138200 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -20356006.000000 Penalty: 5921.677734
	Iteration 21Q: 3 clusters Score -2.035601e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -20357050.000000 Penalty: 5921.677734
	Iteration 22Q: 3 clusters Score -2.035705e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142104 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -20357906.000000 Penalty: 5921.677734
	Iteration 23Q: 3 clusters Score -2.035791e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -20358622.000000 Penalty: 5921.677734
	Iteration 24Q: 3 clusters Score -2.035862e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145247 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -20359272.000000 Penalty: 5921.677734
	Iteration 25Q: 3 clusters Score -2.035927e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -20359894.000000 Penalty: 5921.677734
	Iteration 26Q: 3 clusters Score -2.035989e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147648 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -20360426.000000 Penalty: 5921.677734
	Iteration 27Q: 3 clusters Score -2.036043e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148553 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -20360808.000000 Penalty: 5921.677734
	Iteration 28Q: 3 clusters Score -2.036081e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149298 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -20361312.000000 Penalty: 5921.677734
	Iteration 29Q: 3 clusters Score -2.036131e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149926 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -20361666.000000 Penalty: 5921.677734
	Iteration 30Q: 3 clusters Score -2.036167e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150396 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -20361960.000000 Penalty: 5921.677734
	Iteration 31Q: 3 clusters Score -2.036196e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -20362178.000000 Penalty: 5921.677734
	Iteration 32Q: 3 clusters Score -2.036218e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151044 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -20362302.000000 Penalty: 5921.677734
	Iteration 33Q: 3 clusters Score -2.03623e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -20362444.000000 Penalty: 5921.677734
	Iteration 34Q: 3 clusters Score -2.036244e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151442 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -20362536.000000 Penalty: 5921.677734
	Iteration 35Q: 3 clusters Score -2.036254e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -20362624.000000 Penalty: 5921.677734
	Iteration 36Q: 3 clusters Score -2.036262e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151671 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -20362684.000000 Penalty: 5921.677734
	Iteration 37Q: 3 clusters Score -2.036268e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151756 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -20362722.000000 Penalty: 5921.677734
	Iteration 38Q: 3 clusters Score -2.036272e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151816 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20362768.000000 Penalty: 5921.677734
	Iteration 39Q: 3 clusters Score -2.036277e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -20362780.000000 Penalty: 5921.677734
	Iteration 40F: 3 clusters Score -2.036278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151881 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20362786.000000 Penalty: 5921.677734
	Iteration 41Q: 3 clusters Score -2.036279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151909 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -20362836.000000 Penalty: 5921.677734
	Iteration 42Q: 3 clusters Score -2.036284e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20362868.000000 Penalty: 5921.677734
	Iteration 43Q: 3 clusters Score -2.036287e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151969 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -20362880.000000 Penalty: 5921.677734
	Iteration 44Q: 3 clusters Score -2.036288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -20362910.000000 Penalty: 5921.677734
	Iteration 45Q: 3 clusters Score -2.036291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -20362924.000000 Penalty: 5921.677734
	Iteration 46Q: 3 clusters Score -2.036292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -20362924.000000 Penalty: 5921.677734
	Iteration 47Q: 3 clusters Score -2.036292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152049 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20362930.000000 Penalty: 5921.677734
	Iteration 48Q: 3 clusters Score -2.036293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20362934.000000 Penalty: 5921.677734
	Iteration 49Q: 3 clusters Score -2.036293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152078 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -20362940.000000 Penalty: 5921.677734
	Iteration 50Q: 3 clusters Score -2.036294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152091 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20362926.000000 Penalty: 5921.677734
	Iteration 51Q: 3 clusters Score -2.036293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152098 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20362928.000000 Penalty: 5921.677734
	Iteration 52Q: 3 clusters Score -2.036293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152105 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20362938.000000 Penalty: 5921.677734
	Iteration 53Q: 3 clusters Score -2.036294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20362954.000000 Penalty: 5921.677734
	Iteration 54Q: 3 clusters Score -2.036295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152118 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -20362946.000000 Penalty: 5921.677734
	Iteration 55Q: 3 clusters Score -2.036295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -20362940.000000 Penalty: 5921.677734
	Iteration 56Q: 3 clusters Score -2.036294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -20362932.000000 Penalty: 5921.677734
	Iteration 57Q: 3 clusters Score -2.036293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152140 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -20362924.000000 Penalty: 5921.677734
	Iteration 58Q: 3 clusters Score -2.036292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152145 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -20362926.000000 Penalty: 5921.677734
	Iteration 59Q: 3 clusters Score -2.036293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152148 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20362936.000000 Penalty: 5921.677734
	Iteration 60F: 3 clusters Score -2.036294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20362940.000000 Penalty: 5921.677734
	Iteration 61Q: 3 clusters Score -2.036294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152149 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -20362944.000000 Penalty: 5921.677734
	Iteration 62Q: 3 clusters Score -2.036294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152149 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -20362944.000000 Penalty: 5921.677734
	Iteration 63F: 3 clusters Score -2.036294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Entering Unmasked Estep 
Score: -8697333.000000 Penalty: 2748.340820
	Iteration 0F: 2 clusters Score -8697333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -8653647.000000 Penalty: 5496.681641
	Iteration 0F: 3 clusters Score -8653647 nChanged 30420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -8670576.000000 Penalty: 5496.681641
	Iteration 1F: 3 clusters Score -8670576 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8671216.000000 Penalty: 5496.681641
	Iteration 2Q: 3 clusters Score -8671216 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -8671987.000000 Penalty: 5496.681641
	Iteration 3Q: 3 clusters Score -8671987 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -8672998.000000 Penalty: 5496.681641
	Iteration 4Q: 3 clusters Score -8672998 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -8674365.000000 Penalty: 5496.681641
	Iteration 5Q: 3 clusters Score -8674365 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -8676317.000000 Penalty: 5496.681641
	Iteration 6F: 3 clusters Score -8676317 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -8678788.000000 Penalty: 5496.681641
	Iteration 7F: 3 clusters Score -8678788 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -8681994.000000 Penalty: 5496.681641
	Iteration 8F: 3 clusters Score -8681994 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -8685772.000000 Penalty: 5496.681641
	Iteration 9F: 3 clusters Score -8685772 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -8689403.000000 Penalty: 5496.681641
	Iteration 10F: 3 clusters Score -8689403 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -8691996.000000 Penalty: 5496.681641
	Iteration 11Q: 3 clusters Score -8691996 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -8693458.000000 Penalty: 5496.681641
	Iteration 12Q: 3 clusters Score -8693458 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -8694193.000000 Penalty: 5496.681641
	Iteration 13Q: 3 clusters Score -8694193 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -8694501.000000 Penalty: 5496.681641
	Iteration 14Q: 3 clusters Score -8694501 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -8694677.000000 Penalty: 5496.681641
	Iteration 15Q: 3 clusters Score -8694677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -8694785.000000 Penalty: 5496.681641
	Iteration 16Q: 3 clusters Score -8694785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8694834.000000 Penalty: 5496.681641
	Iteration 17Q: 3 clusters Score -8694834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -8694886.000000 Penalty: 5496.681641
	Iteration 18Q: 3 clusters Score -8694886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -8694908.000000 Penalty: 5496.681641
	Iteration 19Q: 3 clusters Score -8694908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -8694913.000000 Penalty: 5496.681641
	Iteration 20F: 3 clusters Score -8694913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -8694924.000000 Penalty: 5496.681641
	Iteration 21Q: 3 clusters Score -8694924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -8694939.000000 Penalty: 5496.681641
	Iteration 22Q: 3 clusters Score -8694939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -8694954.000000 Penalty: 5496.681641
	Iteration 23Q: 3 clusters Score -8694954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -8694966.000000 Penalty: 5496.681641
	Iteration 24Q: 3 clusters Score -8694966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -8694980.000000 Penalty: 5496.681641
	Iteration 25Q: 3 clusters Score -8694980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -8694984.000000 Penalty: 5496.681641
	Iteration 26Q: 3 clusters Score -8694984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -8694981.000000 Penalty: 5496.681641
	Iteration 27Q: 3 clusters Score -8694981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -8694981.000000 Penalty: 5496.681641
	Iteration 28F: 3 clusters Score -8694981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -3768053.750000 Penalty: 2539.651611
	Iteration 0F: 2 clusters Score -3768054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3748701.000000 Penalty: 5079.303223
	Iteration 0F: 3 clusters Score -3748701 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3755490.500000 Penalty: 5079.303223
	Iteration 1F: 3 clusters Score -3755490 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3756029.250000 Penalty: 5079.303223
	Iteration 2Q: 3 clusters Score -3756029 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3756641.750000 Penalty: 5079.303223
	Iteration 3Q: 3 clusters Score -3756642 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3757425.000000 Penalty: 5079.303223
	Iteration 4Q: 3 clusters Score -3757425 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3758314.500000 Penalty: 5079.303223
	Iteration 5F: 3 clusters Score -3758314 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3759392.250000 Penalty: 5079.303223
	Iteration 6F: 3 clusters Score -3759392 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3760664.000000 Penalty: 5079.303223
	Iteration 7F: 3 clusters Score -3760664 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3762117.750000 Penalty: 5079.303223
	Iteration 8F: 3 clusters Score -3762118 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3763562.750000 Penalty: 5079.303223
	Iteration 9F: 3 clusters Score -3763563 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3764784.750000 Penalty: 5079.303223
	Iteration 10F: 3 clusters Score -3764785 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3765644.500000 Penalty: 5079.303223
	Iteration 11Q: 3 clusters Score -3765644 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3766251.500000 Penalty: 5079.303223
	Iteration 12Q: 3 clusters Score -3766252 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3766688.000000 Penalty: 5079.303223
	Iteration 13Q: 3 clusters Score -3766688 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3767038.000000 Penalty: 5079.303223
	Iteration 14Q: 3 clusters Score -3767038 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3767263.750000 Penalty: 5079.303223
	Iteration 15Q: 3 clusters Score -3767264 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3767403.000000 Penalty: 5079.303223
	Iteration 16Q: 3 clusters Score -3767403 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3767503.750000 Penalty: 5079.303223
	Iteration 17Q: 3 clusters Score -3767504 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3767557.000000 Penalty: 5079.303223
	Iteration 18Q: 3 clusters Score -3767557 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3767603.250000 Penalty: 5079.303223
	Iteration 19Q: 3 clusters Score -3767603 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3767661.250000 Penalty: 5079.303223
	Iteration 20F: 3 clusters Score -3767661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3767677.750000 Penalty: 5079.303223
	Iteration 21Q: 3 clusters Score -3767678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3767691.250000 Penalty: 5079.303223
	Iteration 22Q: 3 clusters Score -3767691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3767710.000000 Penalty: 5079.303223
	Iteration 23Q: 3 clusters Score -3767710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3767720.750000 Penalty: 5079.303223
	Iteration 24Q: 3 clusters Score -3767721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3767728.750000 Penalty: 5079.303223
	Iteration 25Q: 3 clusters Score -3767729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3767734.500000 Penalty: 5079.303223
	Iteration 26Q: 3 clusters Score -3767734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3767734.250000 Penalty: 5079.303223
	Iteration 27Q: 3 clusters Score -3767734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3767739.500000 Penalty: 5079.303223
	Iteration 28Q: 3 clusters Score -3767740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3767742.750000 Penalty: 5079.303223
	Iteration 29Q: 3 clusters Score -3767743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3767746.750000 Penalty: 5079.303223
	Iteration 30Q: 3 clusters Score -3767747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3767742.000000 Penalty: 5079.303223
	Iteration 31Q: 3 clusters Score -3767742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3767745.250000 Penalty: 5079.303223
	Iteration 32Q: 3 clusters Score -3767745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3767742.250000 Penalty: 5079.303223
	Iteration 33Q: 3 clusters Score -3767742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3767742.250000 Penalty: 5079.303223
	Iteration 34F: 3 clusters Score -3767742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -78586.453125 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -78586.45 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 342 members 
Entering Unmasked Estep 
Score: -77034.773438 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -77034.77 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77513.781250 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -77513.78 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77734.492188 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -77734.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77901.828125 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -77901.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78072.367188 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -78072.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78187.843750 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -78187.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78330.945312 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -78330.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78407.640625 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -78407.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78429.304688 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -78429.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78457.554688 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -78457.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78493.132812 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -78493.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78526.343750 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -78526.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78542.562500 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -78542.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -78564.406250 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -78564.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78577.367188 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -78577.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78583.367188 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -78583.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -78587.531250 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -78587.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78595.351562 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -78595.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78595.351562 Penalty: 3270.149902
	Iteration 18F: 3 clusters Score -78595.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 161759 members 
Mstep: Class 3 contains 87687 members 
Mstep: Class 4 contains 221305 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 39167 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 20905 members 
Mstep: Class 14 contains 17177 members 
Mstep: Class 15 contains 48902 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 54986 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153103 members 
Mstep: Class 20 contains 64992 members 
Mstep: Class 21 contains 28016 members 
Mstep: Class 22 contains 286 members 
Mstep: Class 23 contains 7726 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 12323 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 55156 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3547 members 
Mstep: Class 30 contains 444 members 
Entering Unmasked Estep 
Score: -133238656.000000 Penalty: 102991.429688
Splitting cluster 22 changes total score from -133240200.000000 to -133238656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -974684.312500 Penalty: 2220.182129
	Iteration 0F: 2 clusters Score -974684.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -968448.000000 Penalty: 4440.364258
	Iteration 0F: 3 clusters Score -968448 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -970090.125000 Penalty: 4440.364258
	Iteration 1F: 3 clusters Score -970090.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -970354.000000 Penalty: 4440.364258
	Iteration 2F: 3 clusters Score -970354 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -970542.375000 Penalty: 4440.364258
	Iteration 3Q: 3 clusters Score -970542.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -970720.875000 Penalty: 4440.364258
	Iteration 4Q: 3 clusters Score -970720.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -970894.687500 Penalty: 4440.364258
	Iteration 5Q: 3 clusters Score -970894.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -971086.625000 Penalty: 4440.364258
	Iteration 6Q: 3 clusters Score -971086.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -971308.625000 Penalty: 4440.364258
	Iteration 7Q: 3 clusters Score -971308.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -971562.812500 Penalty: 4440.364258
	Iteration 8Q: 3 clusters Score -971562.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -971826.500000 Penalty: 4440.364258
	Iteration 9Q: 3 clusters Score -971826.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -972064.250000 Penalty: 4440.364258
	Iteration 10Q: 3 clusters Score -972064.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -972289.750000 Penalty: 4440.364258
	Iteration 11Q: 3 clusters Score -972289.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -972502.250000 Penalty: 4440.364258
	Iteration 12Q: 3 clusters Score -972502.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -972704.062500 Penalty: 4440.364258
	Iteration 13Q: 3 clusters Score -972704.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -972934.375000 Penalty: 4440.364258
	Iteration 14Q: 3 clusters Score -972934.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -973123.312500 Penalty: 4440.364258
	Iteration 15Q: 3 clusters Score -973123.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -973239.937500 Penalty: 4440.364258
	Iteration 16Q: 3 clusters Score -973239.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -973280.000000 Penalty: 4440.364258
	Iteration 17Q: 3 clusters Score -973280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -973297.062500 Penalty: 4440.364258
	Iteration 18Q: 3 clusters Score -973297.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -973308.687500 Penalty: 4440.364258
	Iteration 19Q: 3 clusters Score -973308.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -973319.312500 Penalty: 4440.364258
	Iteration 20F: 3 clusters Score -973319.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -973322.812500 Penalty: 4440.364258
	Iteration 21Q: 3 clusters Score -973322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -973326.625000 Penalty: 4440.364258
	Iteration 22Q: 3 clusters Score -973326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -973327.937500 Penalty: 4440.364258
	Iteration 23Q: 3 clusters Score -973327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -973328.812500 Penalty: 4440.364258
	Iteration 24Q: 3 clusters Score -973328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -973331.875000 Penalty: 4440.364258
	Iteration 25Q: 3 clusters Score -973331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -973332.937500 Penalty: 4440.364258
	Iteration 26Q: 3 clusters Score -973332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -973334.437500 Penalty: 4440.364258
	Iteration 27Q: 3 clusters Score -973334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -973334.875000 Penalty: 4440.364258
	Iteration 28Q: 3 clusters Score -973334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -973334.687500 Penalty: 4440.364258
	Iteration 29Q: 3 clusters Score -973334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -973334.687500 Penalty: 4440.364258
	Iteration 30F: 3 clusters Score -973334.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -663435.500000 Penalty: 2125.494873
	Iteration 0F: 2 clusters Score -663435.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -658744.187500 Penalty: 4250.989746
	Iteration 0F: 3 clusters Score -658744.2 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -659974.250000 Penalty: 4250.989746
	Iteration 1F: 3 clusters Score -659974.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -660194.937500 Penalty: 4250.989746
	Iteration 2F: 3 clusters Score -660194.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -660343.500000 Penalty: 4250.989746
	Iteration 3Q: 3 clusters Score -660343.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -660438.500000 Penalty: 4250.989746
	Iteration 4Q: 3 clusters Score -660438.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -660497.750000 Penalty: 4250.989746
	Iteration 5Q: 3 clusters Score -660497.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -660541.500000 Penalty: 4250.989746
	Iteration 6Q: 3 clusters Score -660541.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -660575.562500 Penalty: 4250.989746
	Iteration 7Q: 3 clusters Score -660575.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -660606.187500 Penalty: 4250.989746
	Iteration 8Q: 3 clusters Score -660606.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -660633.875000 Penalty: 4250.989746
	Iteration 9Q: 3 clusters Score -660633.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -660657.000000 Penalty: 4250.989746
	Iteration 10Q: 3 clusters Score -660657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -660674.562500 Penalty: 4250.989746
	Iteration 11Q: 3 clusters Score -660674.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -660693.125000 Penalty: 4250.989746
	Iteration 12Q: 3 clusters Score -660693.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -660724.812500 Penalty: 4250.989746
	Iteration 13Q: 3 clusters Score -660724.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -660754.875000 Penalty: 4250.989746
	Iteration 14Q: 3 clusters Score -660754.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -660788.812500 Penalty: 4250.989746
	Iteration 15Q: 3 clusters Score -660788.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -660823.250000 Penalty: 4250.989746
	Iteration 16Q: 3 clusters Score -660823.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -660860.875000 Penalty: 4250.989746
	Iteration 17Q: 3 clusters Score -660860.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -660900.687500 Penalty: 4250.989746
	Iteration 18Q: 3 clusters Score -660900.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -660949.312500 Penalty: 4250.989746
	Iteration 19Q: 3 clusters Score -660949.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -660997.250000 Penalty: 4250.989746
	Iteration 20F: 3 clusters Score -660997.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -661056.687500 Penalty: 4250.989746
	Iteration 21Q: 3 clusters Score -661056.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -661131.062500 Penalty: 4250.989746
	Iteration 22Q: 3 clusters Score -661131.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -661214.812500 Penalty: 4250.989746
	Iteration 23Q: 3 clusters Score -661214.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -661310.500000 Penalty: 4250.989746
	Iteration 24Q: 3 clusters Score -661310.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -661416.437500 Penalty: 4250.989746
	Iteration 25Q: 3 clusters Score -661416.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -661527.250000 Penalty: 4250.989746
	Iteration 26Q: 3 clusters Score -661527.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -661615.625000 Penalty: 4250.989746
	Iteration 27Q: 3 clusters Score -661615.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -661693.250000 Penalty: 4250.989746
	Iteration 28Q: 3 clusters Score -661693.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -661745.375000 Penalty: 4250.989746
	Iteration 29Q: 3 clusters Score -661745.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -661791.062500 Penalty: 4250.989746
	Iteration 30Q: 3 clusters Score -661791.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -661840.500000 Penalty: 4250.989746
	Iteration 31Q: 3 clusters Score -661840.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -661889.750000 Penalty: 4250.989746
	Iteration 32Q: 3 clusters Score -661889.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -661931.687500 Penalty: 4250.989746
	Iteration 33Q: 3 clusters Score -661931.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -661965.375000 Penalty: 4250.989746
	Iteration 34Q: 3 clusters Score -661965.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -661985.562500 Penalty: 4250.989746
	Iteration 35Q: 3 clusters Score -661985.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -662009.187500 Penalty: 4250.989746
	Iteration 36Q: 3 clusters Score -662009.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -662028.375000 Penalty: 4250.989746
	Iteration 37Q: 3 clusters Score -662028.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -662042.437500 Penalty: 4250.989746
	Iteration 38Q: 3 clusters Score -662042.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -662060.625000 Penalty: 4250.989746
	Iteration 39Q: 3 clusters Score -662060.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -662073.812500 Penalty: 4250.989746
	Iteration 40F: 3 clusters Score -662073.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -662082.250000 Penalty: 4250.989746
	Iteration 41Q: 3 clusters Score -662082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -662088.937500 Penalty: 4250.989746
	Iteration 42Q: 3 clusters Score -662088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -662091.312500 Penalty: 4250.989746
	Iteration 43Q: 3 clusters Score -662091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -662092.937500 Penalty: 4250.989746
	Iteration 44Q: 3 clusters Score -662092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -662096.375000 Penalty: 4250.989746
	Iteration 45Q: 3 clusters Score -662096.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -662103.937500 Penalty: 4250.989746
	Iteration 46Q: 3 clusters Score -662103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -662108.375000 Penalty: 4250.989746
	Iteration 47Q: 3 clusters Score -662108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -662111.562500 Penalty: 4250.989746
	Iteration 48Q: 3 clusters Score -662111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -662119.500000 Penalty: 4250.989746
	Iteration 49Q: 3 clusters Score -662119.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -662123.187500 Penalty: 4250.989746
	Iteration 50Q: 3 clusters Score -662123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -662131.250000 Penalty: 4250.989746
	Iteration 51Q: 3 clusters Score -662131.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -662147.062500 Penalty: 4250.989746
	Iteration 52Q: 3 clusters Score -662147.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -662162.625000 Penalty: 4250.989746
	Iteration 53Q: 3 clusters Score -662162.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -662178.062500 Penalty: 4250.989746
	Iteration 54Q: 3 clusters Score -662178.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -662213.687500 Penalty: 4250.989746
	Iteration 55Q: 3 clusters Score -662213.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -662266.312500 Penalty: 4250.989746
	Iteration 56Q: 3 clusters Score -662266.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -662292.437500 Penalty: 4250.989746
	Iteration 57Q: 3 clusters Score -662292.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -662311.687500 Penalty: 4250.989746
	Iteration 58Q: 3 clusters Score -662311.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -662324.500000 Penalty: 4250.989746
	Iteration 59Q: 3 clusters Score -662324.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -662333.187500 Penalty: 4250.989746
	Iteration 60F: 3 clusters Score -662333.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -662346.250000 Penalty: 4250.989746
	Iteration 61Q: 3 clusters Score -662346.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -662358.937500 Penalty: 4250.989746
	Iteration 62Q: 3 clusters Score -662358.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -662370.062500 Penalty: 4250.989746
	Iteration 63Q: 3 clusters Score -662370.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -662379.625000 Penalty: 4250.989746
	Iteration 64Q: 3 clusters Score -662379.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -662387.937500 Penalty: 4250.989746
	Iteration 65Q: 3 clusters Score -662387.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -662397.125000 Penalty: 4250.989746
	Iteration 66Q: 3 clusters Score -662397.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -662402.625000 Penalty: 4250.989746
	Iteration 67Q: 3 clusters Score -662402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -662407.687500 Penalty: 4250.989746
	Iteration 68Q: 3 clusters Score -662407.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -662414.937500 Penalty: 4250.989746
	Iteration 69Q: 3 clusters Score -662414.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -662420.750000 Penalty: 4250.989746
	Iteration 70Q: 3 clusters Score -662420.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -662421.937500 Penalty: 4250.989746
	Iteration 71Q: 3 clusters Score -662421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -662426.187500 Penalty: 4250.989746
	Iteration 72Q: 3 clusters Score -662426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -662426.500000 Penalty: 4250.989746
	Iteration 73Q: 3 clusters Score -662426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -662428.312500 Penalty: 4250.989746
	Iteration 74Q: 3 clusters Score -662428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -662428.875000 Penalty: 4250.989746
	Iteration 75Q: 3 clusters Score -662428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -662428.875000 Penalty: 4250.989746
	Iteration 76F: 3 clusters Score -662428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Entering Unmasked Estep 
Score: -1622502.875000 Penalty: 2335.967285
	Iteration 0F: 2 clusters Score -1622503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1613344.750000 Penalty: 4671.934570
	Iteration 0F: 3 clusters Score -1613345 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1616177.250000 Penalty: 4671.934570
	Iteration 1F: 3 clusters Score -1616177 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1616671.000000 Penalty: 4671.934570
	Iteration 2F: 3 clusters Score -1616671 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1617165.375000 Penalty: 4671.934570
	Iteration 3F: 3 clusters Score -1617165 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1617801.875000 Penalty: 4671.934570
	Iteration 4F: 3 clusters Score -1617802 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1618613.125000 Penalty: 4671.934570
	Iteration 5F: 3 clusters Score -1618613 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1619564.375000 Penalty: 4671.934570
	Iteration 6F: 3 clusters Score -1619564 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1620420.750000 Penalty: 4671.934570
	Iteration 7F: 3 clusters Score -1620421 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1621112.000000 Penalty: 4671.934570
	Iteration 8F: 3 clusters Score -1621112 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1621681.875000 Penalty: 4671.934570
	Iteration 9Q: 3 clusters Score -1621682 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1622105.375000 Penalty: 4671.934570
	Iteration 10Q: 3 clusters Score -1622105 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1622268.000000 Penalty: 4671.934570
	Iteration 11Q: 3 clusters Score -1622268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1622312.125000 Penalty: 4671.934570
	Iteration 12Q: 3 clusters Score -1622312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1622336.125000 Penalty: 4671.934570
	Iteration 13Q: 3 clusters Score -1622336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1622350.750000 Penalty: 4671.934570
	Iteration 14Q: 3 clusters Score -1622351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1622357.375000 Penalty: 4671.934570
	Iteration 15Q: 3 clusters Score -1622357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1622356.500000 Penalty: 4671.934570
	Iteration 16Q: 3 clusters Score -1622356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1622358.500000 Penalty: 4671.934570
	Iteration 17Q: 3 clusters Score -1622358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1622359.250000 Penalty: 4671.934570
	Iteration 18Q: 3 clusters Score -1622359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1622360.000000 Penalty: 4671.934570
	Iteration 19Q: 3 clusters Score -1622360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1622360.000000 Penalty: 4671.934570
	Iteration 20F: 3 clusters Score -1622360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -275477.718750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -275477.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -272755.187500 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -272755.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -273214.218750 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -273214.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -273341.281250 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -273341.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -273415.500000 Penalty: 3795.662842
	Iteration 3Q: 3 clusters Score -273415.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -273488.625000 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -273488.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -273538.625000 Penalty: 3795.662842
	Iteration 5Q: 3 clusters Score -273538.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -273570.812500 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -273570.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -273593.000000 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -273593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -273621.593750 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -273621.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -273655.062500 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -273655.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -273684.125000 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -273684.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -273704.531250 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -273704.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -273725.937500 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -273725.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -273746.062500 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -273746.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -273770.531250 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -273770.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -273785.687500 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -273785.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -273799.687500 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -273799.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -273809.312500 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -273809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -273811.718750 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -273811.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -273817.093750 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -273817.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -273822.375000 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -273822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -273826.906250 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -273826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -273833.187500 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -273833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -273837.968750 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -273838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -273842.656250 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -273842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -273847.156250 Penalty: 3795.662842
	Iteration 25Q: 3 clusters Score -273847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -273850.437500 Penalty: 3795.662842
	Iteration 26Q: 3 clusters Score -273850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -273854.281250 Penalty: 3795.662842
	Iteration 27Q: 3 clusters Score -273854.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -273856.250000 Penalty: 3795.662842
	Iteration 28Q: 3 clusters Score -273856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273857.906250 Penalty: 3795.662842
	Iteration 29Q: 3 clusters Score -273857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273860.437500 Penalty: 3795.662842
	Iteration 30Q: 3 clusters Score -273860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273867.625000 Penalty: 3795.662842
	Iteration 31Q: 3 clusters Score -273867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273869.781250 Penalty: 3795.662842
	Iteration 32Q: 3 clusters Score -273869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273874.187500 Penalty: 3795.662842
	Iteration 33Q: 3 clusters Score -273874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -273877.656250 Penalty: 3795.662842
	Iteration 34Q: 3 clusters Score -273877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -273879.968750 Penalty: 3795.662842
	Iteration 35Q: 3 clusters Score -273880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273880.437500 Penalty: 3795.662842
	Iteration 36Q: 3 clusters Score -273880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -273882.500000 Penalty: 3795.662842
	Iteration 37Q: 3 clusters Score -273882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -273883.218750 Penalty: 3795.662842
	Iteration 38Q: 3 clusters Score -273883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -273884.312500 Penalty: 3795.662842
	Iteration 39Q: 3 clusters Score -273884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -273887.593750 Penalty: 3795.662842
	Iteration 40F: 3 clusters Score -273887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -273890.593750 Penalty: 3795.662842
	Iteration 41Q: 3 clusters Score -273890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -273895.937500 Penalty: 3795.662842
	Iteration 42Q: 3 clusters Score -273895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -273899.343750 Penalty: 3795.662842
	Iteration 43Q: 3 clusters Score -273899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -273901.656250 Penalty: 3795.662842
	Iteration 44Q: 3 clusters Score -273901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -273902.656250 Penalty: 3795.662842
	Iteration 45Q: 3 clusters Score -273902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -273904.531250 Penalty: 3795.662842
	Iteration 46Q: 3 clusters Score -273904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -273905.218750 Penalty: 3795.662842
	Iteration 47Q: 3 clusters Score -273905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -273907.187500 Penalty: 3795.662842
	Iteration 48Q: 3 clusters Score -273907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -273909.750000 Penalty: 3795.662842
	Iteration 49Q: 3 clusters Score -273909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -273911.406250 Penalty: 3795.662842
	Iteration 50Q: 3 clusters Score -273911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -273913.062500 Penalty: 3795.662842
	Iteration 51Q: 3 clusters Score -273913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -273914.625000 Penalty: 3795.662842
	Iteration 52Q: 3 clusters Score -273914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -273915.406250 Penalty: 3795.662842
	Iteration 53Q: 3 clusters Score -273915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -273915.718750 Penalty: 3795.662842
	Iteration 54Q: 3 clusters Score -273915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -273915.718750 Penalty: 3795.662842
	Iteration 55F: 3 clusters Score -273915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (55156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Entering Unmasked Estep 
Score: -7242059.000000 Penalty: 2707.644531
	Iteration 0F: 2 clusters Score -7242059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -7204871.500000 Penalty: 5415.289062
	Iteration 0F: 3 clusters Score -7204872 nChanged 25632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -7219397.000000 Penalty: 5415.289062
	Iteration 1F: 3 clusters Score -7219397 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -7220215.500000 Penalty: 5415.289062
	Iteration 2Q: 3 clusters Score -7220216 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -7221250.500000 Penalty: 5415.289062
	Iteration 3Q: 3 clusters Score -7221250 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -7222571.500000 Penalty: 5415.289062
	Iteration 4F: 3 clusters Score -7222572 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -7224457.000000 Penalty: 5415.289062
	Iteration 5F: 3 clusters Score -7224457 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -7226769.500000 Penalty: 5415.289062
	Iteration 6F: 3 clusters Score -7226770 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -7229429.500000 Penalty: 5415.289062
	Iteration 7F: 3 clusters Score -7229430 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -7232082.000000 Penalty: 5415.289062
	Iteration 8F: 3 clusters Score -7232082 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -7234626.500000 Penalty: 5415.289062
	Iteration 9F: 3 clusters Score -7234626 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -7236616.000000 Penalty: 5415.289062
	Iteration 10Q: 3 clusters Score -7236616 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -7237598.000000 Penalty: 5415.289062
	Iteration 11Q: 3 clusters Score -7237598 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -7238017.500000 Penalty: 5415.289062
	Iteration 12Q: 3 clusters Score -7238018 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -7238238.500000 Penalty: 5415.289062
	Iteration 13Q: 3 clusters Score -7238238 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -7238455.500000 Penalty: 5415.289062
	Iteration 14Q: 3 clusters Score -7238456 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -7238665.500000 Penalty: 5415.289062
	Iteration 15Q: 3 clusters Score -7238666 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -7238817.000000 Penalty: 5415.289062
	Iteration 16Q: 3 clusters Score -7238817 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -7238919.000000 Penalty: 5415.289062
	Iteration 17Q: 3 clusters Score -7238919 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -7238994.000000 Penalty: 5415.289062
	Iteration 18Q: 3 clusters Score -7238994 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -7239067.500000 Penalty: 5415.289062
	Iteration 19Q: 3 clusters Score -7239068 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -7239155.000000 Penalty: 5415.289062
	Iteration 20F: 3 clusters Score -7239155 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -7239243.000000 Penalty: 5415.289062
	Iteration 21Q: 3 clusters Score -7239243 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -7239314.000000 Penalty: 5415.289062
	Iteration 22Q: 3 clusters Score -7239314 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -7239408.000000 Penalty: 5415.289062
	Iteration 23Q: 3 clusters Score -7239408 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -7239439.500000 Penalty: 5415.289062
	Iteration 24Q: 3 clusters Score -7239440 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -7239517.000000 Penalty: 5415.289062
	Iteration 25Q: 3 clusters Score -7239517 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -7239577.000000 Penalty: 5415.289062
	Iteration 26Q: 3 clusters Score -7239577 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7239606.500000 Penalty: 5415.289062
	Iteration 27Q: 3 clusters Score -7239606 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -7239642.000000 Penalty: 5415.289062
	Iteration 28Q: 3 clusters Score -7239642 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7239663.500000 Penalty: 5415.289062
	Iteration 29Q: 3 clusters Score -7239664 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7239726.500000 Penalty: 5415.289062
	Iteration 30Q: 3 clusters Score -7239726 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7239774.500000 Penalty: 5415.289062
	Iteration 31Q: 3 clusters Score -7239774 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -7239812.500000 Penalty: 5415.289062
	Iteration 32Q: 3 clusters Score -7239812 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7239839.500000 Penalty: 5415.289062
	Iteration 33Q: 3 clusters Score -7239840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -7239870.000000 Penalty: 5415.289062
	Iteration 34Q: 3 clusters Score -7239870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -7239875.500000 Penalty: 5415.289062
	Iteration 35Q: 3 clusters Score -7239876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7239883.000000 Penalty: 5415.289062
	Iteration 36Q: 3 clusters Score -7239883 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7239889.000000 Penalty: 5415.289062
	Iteration 37Q: 3 clusters Score -7239889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7239887.500000 Penalty: 5415.289062
	Iteration 38Q: 3 clusters Score -7239888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7239895.000000 Penalty: 5415.289062
	Iteration 39Q: 3 clusters Score -7239895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -7239910.500000 Penalty: 5415.289062
	Iteration 40F: 3 clusters Score -7239910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -7239925.000000 Penalty: 5415.289062
	Iteration 41Q: 3 clusters Score -7239925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7239934.000000 Penalty: 5415.289062
	Iteration 42Q: 3 clusters Score -7239934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7239953.500000 Penalty: 5415.289062
	Iteration 43Q: 3 clusters Score -7239954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7239969.000000 Penalty: 5415.289062
	Iteration 44Q: 3 clusters Score -7239969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7239977.500000 Penalty: 5415.289062
	Iteration 45Q: 3 clusters Score -7239978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7239969.000000 Penalty: 5415.289062
	Iteration 46Q: 3 clusters Score -7239969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7239992.000000 Penalty: 5415.289062
	Iteration 47Q: 3 clusters Score -7239992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7240012.500000 Penalty: 5415.289062
	Iteration 48Q: 3 clusters Score -7240012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -7240018.500000 Penalty: 5415.289062
	Iteration 49Q: 3 clusters Score -7240018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -7240020.500000 Penalty: 5415.289062
	Iteration 50Q: 3 clusters Score -7240020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7240041.500000 Penalty: 5415.289062
	Iteration 51Q: 3 clusters Score -7240042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7240043.500000 Penalty: 5415.289062
	Iteration 52Q: 3 clusters Score -7240044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7240049.000000 Penalty: 5415.289062
	Iteration 53Q: 3 clusters Score -7240049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7240057.000000 Penalty: 5415.289062
	Iteration 54Q: 3 clusters Score -7240057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7240050.500000 Penalty: 5415.289062
	Iteration 55Q: 3 clusters Score -7240050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7240059.000000 Penalty: 5415.289062
	Iteration 56Q: 3 clusters Score -7240059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -7240050.500000 Penalty: 5415.289062
	Iteration 57Q: 3 clusters Score -7240050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7240051.500000 Penalty: 5415.289062
	Iteration 58Q: 3 clusters Score -7240052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7240038.000000 Penalty: 5415.289062
	Iteration 59Q: 3 clusters Score -7240038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7240054.500000 Penalty: 5415.289062
	Iteration 60F: 3 clusters Score -7240054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7240052.500000 Penalty: 5415.289062
	Iteration 61Q: 3 clusters Score -7240052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7240049.000000 Penalty: 5415.289062
	Iteration 62Q: 3 clusters Score -7240049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7240049.500000 Penalty: 5415.289062
	Iteration 63Q: 3 clusters Score -7240050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7240047.000000 Penalty: 5415.289062
	Iteration 64Q: 3 clusters Score -7240047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7240040.500000 Penalty: 5415.289062
	Iteration 65Q: 3 clusters Score -7240040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -7240054.500000 Penalty: 5415.289062
	Iteration 66Q: 3 clusters Score -7240054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7240050.000000 Penalty: 5415.289062
	Iteration 67Q: 3 clusters Score -7240050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -7240067.000000 Penalty: 5415.289062
	Iteration 68Q: 3 clusters Score -7240067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7240068.000000 Penalty: 5415.289062
	Iteration 69Q: 3 clusters Score -7240068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7240068.000000 Penalty: 5415.289062
	Iteration 70Q: 3 clusters Score -7240068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7240065.000000 Penalty: 5415.289062
	Iteration 71Q: 3 clusters Score -7240065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7240065.000000 Penalty: 5415.289062
	Iteration 72F: 3 clusters Score -7240065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 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 312 members 
Entering Unmasked Estep 
Score: -63531.199219 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63531.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64024.199219 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -64024.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64346.691406 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64346.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64549.312500 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -64549.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64690.515625 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -64690.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64751.312500 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64751.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64807.128906 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64807.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64867.195312 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64878.835938 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -64878.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64896.093750 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -64896.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64896.093750 Penalty: 3174.527832
	Iteration 10F: 3 clusters Score -64896.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -448940.750000 Penalty: 2027.116699
	Iteration 0F: 2 clusters Score -448940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -445340.687500 Penalty: 4054.233398
	Iteration 0F: 3 clusters Score -445340.7 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -446122.843750 Penalty: 4054.233398
	Iteration 1F: 3 clusters Score -446122.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -446277.937500 Penalty: 4054.233398
	Iteration 2F: 3 clusters Score -446277.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -446372.750000 Penalty: 4054.233398
	Iteration 3Q: 3 clusters Score -446372.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -446450.406250 Penalty: 4054.233398
	Iteration 4Q: 3 clusters Score -446450.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -446522.218750 Penalty: 4054.233398
	Iteration 5Q: 3 clusters Score -446522.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -446603.031250 Penalty: 4054.233398
	Iteration 6Q: 3 clusters Score -446603 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -446670.718750 Penalty: 4054.233398
	Iteration 7Q: 3 clusters Score -446670.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -446727.593750 Penalty: 4054.233398
	Iteration 8Q: 3 clusters Score -446727.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -446773.906250 Penalty: 4054.233398
	Iteration 9Q: 3 clusters Score -446773.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -446808.031250 Penalty: 4054.233398
	Iteration 10Q: 3 clusters Score -446808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -446839.500000 Penalty: 4054.233398
	Iteration 11Q: 3 clusters Score -446839.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -446870.718750 Penalty: 4054.233398
	Iteration 12Q: 3 clusters Score -446870.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -446903.281250 Penalty: 4054.233398
	Iteration 13Q: 3 clusters Score -446903.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -446938.343750 Penalty: 4054.233398
	Iteration 14Q: 3 clusters Score -446938.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -446974.625000 Penalty: 4054.233398
	Iteration 15Q: 3 clusters Score -446974.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -447011.187500 Penalty: 4054.233398
	Iteration 16Q: 3 clusters Score -447011.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -447052.718750 Penalty: 4054.233398
	Iteration 17Q: 3 clusters Score -447052.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -447102.375000 Penalty: 4054.233398
	Iteration 18Q: 3 clusters Score -447102.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -447143.750000 Penalty: 4054.233398
	Iteration 19Q: 3 clusters Score -447143.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -447171.375000 Penalty: 4054.233398
	Iteration 20F: 3 clusters Score -447171.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -447194.937500 Penalty: 4054.233398
	Iteration 21Q: 3 clusters Score -447194.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -447214.750000 Penalty: 4054.233398
	Iteration 22Q: 3 clusters Score -447214.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -447232.781250 Penalty: 4054.233398
	Iteration 23Q: 3 clusters Score -447232.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -447249.531250 Penalty: 4054.233398
	Iteration 24Q: 3 clusters Score -447249.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -447267.187500 Penalty: 4054.233398
	Iteration 25Q: 3 clusters Score -447267.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -447288.343750 Penalty: 4054.233398
	Iteration 26Q: 3 clusters Score -447288.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -447307.718750 Penalty: 4054.233398
	Iteration 27Q: 3 clusters Score -447307.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -447330.656250 Penalty: 4054.233398
	Iteration 28Q: 3 clusters Score -447330.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -447348.906250 Penalty: 4054.233398
	Iteration 29Q: 3 clusters Score -447348.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -447361.125000 Penalty: 4054.233398
	Iteration 30Q: 3 clusters Score -447361.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -447371.218750 Penalty: 4054.233398
	Iteration 31Q: 3 clusters Score -447371.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -447381.562500 Penalty: 4054.233398
	Iteration 32Q: 3 clusters Score -447381.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -447386.718750 Penalty: 4054.233398
	Iteration 33Q: 3 clusters Score -447386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -447389.968750 Penalty: 4054.233398
	Iteration 34Q: 3 clusters Score -447390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -447393.718750 Penalty: 4054.233398
	Iteration 35Q: 3 clusters Score -447393.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -447398.750000 Penalty: 4054.233398
	Iteration 36Q: 3 clusters Score -447398.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -447406.062500 Penalty: 4054.233398
	Iteration 37Q: 3 clusters Score -447406.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -447411.968750 Penalty: 4054.233398
	Iteration 38Q: 3 clusters Score -447412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -447419.156250 Penalty: 4054.233398
	Iteration 39Q: 3 clusters Score -447419.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -447423.531250 Penalty: 4054.233398
	Iteration 40F: 3 clusters Score -447423.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -447427.875000 Penalty: 4054.233398
	Iteration 41Q: 3 clusters Score -447427.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -447432.031250 Penalty: 4054.233398
	Iteration 42Q: 3 clusters Score -447432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -447434.218750 Penalty: 4054.233398
	Iteration 43Q: 3 clusters Score -447434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -447437.656250 Penalty: 4054.233398
	Iteration 44Q: 3 clusters Score -447437.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -447444.156250 Penalty: 4054.233398
	Iteration 45Q: 3 clusters Score -447444.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -447449.031250 Penalty: 4054.233398
	Iteration 46Q: 3 clusters Score -447449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -447454.812500 Penalty: 4054.233398
	Iteration 47Q: 3 clusters Score -447454.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -447458.531250 Penalty: 4054.233398
	Iteration 48Q: 3 clusters Score -447458.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -447462.843750 Penalty: 4054.233398
	Iteration 49Q: 3 clusters Score -447462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -447465.906250 Penalty: 4054.233398
	Iteration 50Q: 3 clusters Score -447465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -447467.000000 Penalty: 4054.233398
	Iteration 51Q: 3 clusters Score -447467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -447468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -447469.625000 Penalty: 4054.233398
	Iteration 53Q: 3 clusters Score -447469.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -447471.625000 Penalty: 4054.233398
	Iteration 54Q: 3 clusters Score -447471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -447475.906250 Penalty: 4054.233398
	Iteration 55Q: 3 clusters Score -447475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -447479.406250 Penalty: 4054.233398
	Iteration 56Q: 3 clusters Score -447479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -447481.562500 Penalty: 4054.233398
	Iteration 57Q: 3 clusters Score -447481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -447484.937500 Penalty: 4054.233398
	Iteration 58Q: 3 clusters Score -447484.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -447485.843750 Penalty: 4054.233398
	Iteration 59Q: 3 clusters Score -447485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -447487.156250 Penalty: 4054.233398
	Iteration 60F: 3 clusters Score -447487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -447487.187500 Penalty: 4054.233398
	Iteration 61Q: 3 clusters Score -447487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -447487.187500 Penalty: 4054.233398
	Iteration 62F: 3 clusters Score -447487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 161759 members 
Mstep: Class 3 contains 87687 members 
Mstep: Class 4 contains 221305 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 39167 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 20905 members 
Mstep: Class 14 contains 17177 members 
Mstep: Class 15 contains 48902 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 54986 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153103 members 
Mstep: Class 20 contains 64992 members 
Mstep: Class 21 contains 28016 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7726 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 12323 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 55156 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 30 clusters Score -1.332403e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 162640 members 
Mstep: Class 3 contains 87631 members 
Mstep: Class 4 contains 221338 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 39165 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 20461 members 
Mstep: Class 14 contains 16776 members 
Mstep: Class 15 contains 48863 members 
Mstep: Class 16 contains 29381 members 
Mstep: Class 17 contains 54961 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 153067 members 
Mstep: Class 20 contains 64974 members 
Mstep: Class 21 contains 28021 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7735 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 12333 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 55212 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 30 clusters Score -1.332404e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 163491 members 
Mstep: Class 3 contains 87571 members 
Mstep: Class 4 contains 221371 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 39173 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 20040 members 
Mstep: Class 14 contains 16378 members 
Mstep: Class 15 contains 48837 members 
Mstep: Class 16 contains 29384 members 
Mstep: Class 17 contains 54931 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 153033 members 
Mstep: Class 20 contains 64962 members 
Mstep: Class 21 contains 28022 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7746 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 12336 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 55261 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 30 clusters Score -1.332405e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 164299 members 
Mstep: Class 3 contains 87519 members 
Mstep: Class 4 contains 221380 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 39184 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 19618 members 
Mstep: Class 14 contains 16024 members 
Mstep: Class 15 contains 48805 members 
Mstep: Class 16 contains 29386 members 
Mstep: Class 17 contains 54908 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 152992 members 
Mstep: Class 20 contains 64951 members 
Mstep: Class 21 contains 28026 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7755 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 12349 members 
Mstep: Class 26 contains 2110 members 
Mstep: Class 27 contains 55312 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240760.000000 Penalty: 99558.382812
Iteration 122Q: 30 clusters Score -1.332408e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 165091 members 
Mstep: Class 3 contains 87475 members 
Mstep: Class 4 contains 221385 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 39197 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 19183 members 
Mstep: Class 14 contains 15674 members 
Mstep: Class 15 contains 48809 members 
Mstep: Class 16 contains 29394 members 
Mstep: Class 17 contains 54872 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 152935 members 
Mstep: Class 20 contains 64950 members 
Mstep: Class 21 contains 28035 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7760 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 12362 members 
Mstep: Class 26 contains 2112 members 
Mstep: Class 27 contains 55376 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 30 clusters Score -1.332407e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 165886 members 
Mstep: Class 3 contains 87443 members 
Mstep: Class 4 contains 221384 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 39219 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 18738 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 48791 members 
Mstep: Class 16 contains 29400 members 
Mstep: Class 17 contains 54851 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 152867 members 
Mstep: Class 20 contains 64952 members 
Mstep: Class 21 contains 28042 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7766 members 
Mstep: Class 24 contains 5293 members 
Mstep: Class 25 contains 12370 members 
Mstep: Class 26 contains 2113 members 
Mstep: Class 27 contains 55441 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240768.000000 Penalty: 99558.382812
Iteration 124Q: 30 clusters Score -1.332408e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 166599 members 
Mstep: Class 3 contains 87404 members 
Mstep: Class 4 contains 221413 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 39243 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 18295 members 
Mstep: Class 14 contains 15076 members 
Mstep: Class 15 contains 48780 members 
Mstep: Class 16 contains 29397 members 
Mstep: Class 17 contains 54816 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 152792 members 
Mstep: Class 20 contains 64949 members 
Mstep: Class 21 contains 28048 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7773 members 
Mstep: Class 24 contains 5299 members 
Mstep: Class 25 contains 12385 members 
Mstep: Class 26 contains 2114 members 
Mstep: Class 27 contains 55505 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240696.000000 Penalty: 99558.382812
Iteration 125Q: 30 clusters Score -1.332407e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 167353 members 
Mstep: Class 3 contains 87372 members 
Mstep: Class 4 contains 221406 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 39252 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 14796 members 
Mstep: Class 15 contains 48736 members 
Mstep: Class 16 contains 29391 members 
Mstep: Class 17 contains 54796 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 152768 members 
Mstep: Class 20 contains 64952 members 
Mstep: Class 21 contains 28053 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 5294 members 
Mstep: Class 25 contains 12406 members 
Mstep: Class 26 contains 2115 members 
Mstep: Class 27 contains 55549 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240952.000000 Penalty: 99558.382812
Iteration 126Q: 30 clusters Score -1.33241e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 168048 members 
Mstep: Class 3 contains 87332 members 
Mstep: Class 4 contains 221437 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 39260 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 17429 members 
Mstep: Class 14 contains 14536 members 
Mstep: Class 15 contains 48718 members 
Mstep: Class 16 contains 29400 members 
Mstep: Class 17 contains 54766 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 152730 members 
Mstep: Class 20 contains 64951 members 
Mstep: Class 21 contains 28059 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7792 members 
Mstep: Class 24 contains 5300 members 
Mstep: Class 25 contains 12427 members 
Mstep: Class 26 contains 2114 members 
Mstep: Class 27 contains 55579 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241160.000000 Penalty: 99558.382812
Iteration 127Q: 30 clusters Score -1.332412e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 168734 members 
Mstep: Class 3 contains 87289 members 
Mstep: Class 4 contains 221432 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 39279 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 17008 members 
Mstep: Class 14 contains 14287 members 
Mstep: Class 15 contains 48701 members 
Mstep: Class 16 contains 29404 members 
Mstep: Class 17 contains 54739 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 152718 members 
Mstep: Class 20 contains 64947 members 
Mstep: Class 21 contains 28060 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7799 members 
Mstep: Class 24 contains 5298 members 
Mstep: Class 25 contains 12453 members 
Mstep: Class 26 contains 2115 members 
Mstep: Class 27 contains 55612 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241128.000000 Penalty: 99558.382812
Iteration 128Q: 30 clusters Score -1.332411e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 169364 members 
Mstep: Class 3 contains 87250 members 
Mstep: Class 4 contains 221445 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 39286 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 14 contains 14071 members 
Mstep: Class 15 contains 48692 members 
Mstep: Class 16 contains 29408 members 
Mstep: Class 17 contains 54728 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152672 members 
Mstep: Class 20 contains 64957 members 
Mstep: Class 21 contains 28066 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 5300 members 
Mstep: Class 25 contains 12473 members 
Mstep: Class 26 contains 2115 members 
Mstep: Class 27 contains 55633 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241016.000000 Penalty: 99558.382812
Iteration 129Q: 30 clusters Score -1.33241e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 169999 members 
Mstep: Class 3 contains 87222 members 
Mstep: Class 4 contains 221456 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 39292 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 16204 members 
Mstep: Class 14 contains 13854 members 
Mstep: Class 15 contains 48664 members 
Mstep: Class 16 contains 29411 members 
Mstep: Class 17 contains 54716 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152660 members 
Mstep: Class 20 contains 64953 members 
Mstep: Class 21 contains 28063 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7828 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 12484 members 
Mstep: Class 26 contains 2115 members 
Mstep: Class 27 contains 55643 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241160.000000 Penalty: 99558.382812
Iteration 130Q: 30 clusters Score -1.332412e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 170613 members 
Mstep: Class 3 contains 87183 members 
Mstep: Class 4 contains 221479 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3633 members 
Mstep: Class 10 contains 39294 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 13641 members 
Mstep: Class 15 contains 48658 members 
Mstep: Class 16 contains 29411 members 
Mstep: Class 17 contains 54706 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152653 members 
Mstep: Class 20 contains 64942 members 
Mstep: Class 21 contains 28065 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7840 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 12492 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 55652 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241200.000000 Penalty: 99558.382812
Iteration 131Q: 30 clusters Score -1.332412e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 171208 members 
Mstep: Class 3 contains 87150 members 
Mstep: Class 4 contains 221487 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 39305 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 15443 members 
Mstep: Class 14 contains 13452 members 
Mstep: Class 15 contains 48638 members 
Mstep: Class 16 contains 29412 members 
Mstep: Class 17 contains 54694 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152626 members 
Mstep: Class 20 contains 64936 members 
Mstep: Class 21 contains 28063 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 12502 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 55675 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241016.000000 Penalty: 99558.382812
Iteration 132Q: 30 clusters Score -1.33241e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 171768 members 
Mstep: Class 3 contains 87130 members 
Mstep: Class 4 contains 221485 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3633 members 
Mstep: Class 10 contains 39315 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 15106 members 
Mstep: Class 14 contains 13288 members 
Mstep: Class 15 contains 48601 members 
Mstep: Class 16 contains 29413 members 
Mstep: Class 17 contains 54659 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152593 members 
Mstep: Class 20 contains 64931 members 
Mstep: Class 21 contains 28064 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7866 members 
Mstep: Class 24 contains 5317 members 
Mstep: Class 25 contains 12516 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 55697 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241008.000000 Penalty: 99558.382812
Iteration 133Q: 30 clusters Score -1.33241e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 172328 members 
Mstep: Class 3 contains 87100 members 
Mstep: Class 4 contains 221468 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 39332 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 14778 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 48556 members 
Mstep: Class 16 contains 29428 members 
Mstep: Class 17 contains 54638 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152545 members 
Mstep: Class 20 contains 64934 members 
Mstep: Class 21 contains 28069 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 12527 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 55722 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3645 members 
Entering Unmasked Estep 
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Iteration 134Q: 30 clusters Score -1.33241e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 172875 members 
Mstep: Class 3 contains 87079 members 
Mstep: Class 4 contains 221440 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 39342 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 14440 members 
Mstep: Class 14 contains 12977 members 
Mstep: Class 15 contains 48528 members 
Mstep: Class 16 contains 29436 members 
Mstep: Class 17 contains 54603 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152524 members 
Mstep: Class 20 contains 64946 members 
Mstep: Class 21 contains 28070 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7890 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 55742 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3646 members 
Entering Unmasked Estep 
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Iteration 135Q: 30 clusters Score -1.332411e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 173400 members 
Mstep: Class 3 contains 87066 members 
Mstep: Class 4 contains 221426 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 39352 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 14103 members 
Mstep: Class 14 contains 12827 members 
Mstep: Class 15 contains 48516 members 
Mstep: Class 16 contains 29439 members 
Mstep: Class 17 contains 54583 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152497 members 
Mstep: Class 20 contains 64949 members 
Mstep: Class 21 contains 28064 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7900 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 2115 members 
Mstep: Class 27 contains 55761 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3648 members 
Entering Unmasked Estep 
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Iteration 136Q: 30 clusters Score -1.332411e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 173885 members 
Mstep: Class 3 contains 87037 members 
Mstep: Class 4 contains 221415 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 39356 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 13797 members 
Mstep: Class 14 contains 12691 members 
Mstep: Class 15 contains 48508 members 
Mstep: Class 16 contains 29444 members 
Mstep: Class 17 contains 54548 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152479 members 
Mstep: Class 20 contains 64957 members 
Mstep: Class 21 contains 28060 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7910 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 2115 members 
Mstep: Class 27 contains 55787 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3652 members 
Entering Unmasked Estep 
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Iteration 137Q: 30 clusters Score -1.332412e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 174328 members 
Mstep: Class 3 contains 87009 members 
Mstep: Class 4 contains 221412 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 39367 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 13519 members 
Mstep: Class 14 contains 12549 members 
Mstep: Class 15 contains 48484 members 
Mstep: Class 16 contains 29461 members 
Mstep: Class 17 contains 54528 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152442 members 
Mstep: Class 20 contains 64967 members 
Mstep: Class 21 contains 28063 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7916 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 12553 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 55814 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3654 members 
Entering Unmasked Estep 
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Iteration 138Q: 30 clusters Score -1.332412e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 174746 members 
Mstep: Class 3 contains 87001 members 
Mstep: Class 4 contains 221396 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 39375 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 13252 members 
Mstep: Class 14 contains 12417 members 
Mstep: Class 15 contains 48496 members 
Mstep: Class 16 contains 29472 members 
Mstep: Class 17 contains 54494 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152401 members 
Mstep: Class 20 contains 64977 members 
Mstep: Class 21 contains 28063 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7922 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 55833 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3656 members 
Entering Unmasked Estep 
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Iteration 139Q: 30 clusters Score -1.332414e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 175127 members 
Mstep: Class 3 contains 86982 members 
Mstep: Class 4 contains 221380 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 39385 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 13014 members 
Mstep: Class 14 contains 12299 members 
Mstep: Class 15 contains 48504 members 
Mstep: Class 16 contains 29488 members 
Mstep: Class 17 contains 54454 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152341 members 
Mstep: Class 20 contains 64986 members 
Mstep: Class 21 contains 28068 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7926 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 12560 members 
Mstep: Class 26 contains 2117 members 
Mstep: Class 27 contains 55879 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3659 members 
Entering Unmasked Estep 
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Iteration 140F: 30 clusters Score -1.332416e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 175506 members 
Mstep: Class 3 contains 86972 members 
Mstep: Class 4 contains 221358 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 39391 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 12774 members 
Mstep: Class 14 contains 12179 members 
Mstep: Class 15 contains 48499 members 
Mstep: Class 16 contains 29501 members 
Mstep: Class 17 contains 54430 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152282 members 
Mstep: Class 20 contains 64998 members 
Mstep: Class 21 contains 28071 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7929 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 2117 members 
Mstep: Class 27 contains 55934 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3662 members 
Entering Unmasked Estep 
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Iteration 141Q: 30 clusters Score -1.332418e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 175874 members 
Mstep: Class 3 contains 86939 members 
Mstep: Class 4 contains 221344 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 39395 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 12535 members 
Mstep: Class 14 contains 12082 members 
Mstep: Class 15 contains 48490 members 
Mstep: Class 16 contains 29510 members 
Mstep: Class 17 contains 54417 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152242 members 
Mstep: Class 20 contains 65009 members 
Mstep: Class 21 contains 28073 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 12566 members 
Mstep: Class 26 contains 2117 members 
Mstep: Class 27 contains 55978 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3664 members 
Entering Unmasked Estep 
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Iteration 142Q: 30 clusters Score -1.332421e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 176206 members 
Mstep: Class 3 contains 86902 members 
Mstep: Class 4 contains 221313 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 39405 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 11992 members 
Mstep: Class 15 contains 48475 members 
Mstep: Class 16 contains 29523 members 
Mstep: Class 17 contains 54397 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152226 members 
Mstep: Class 20 contains 65015 members 
Mstep: Class 21 contains 28079 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7939 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 12568 members 
Mstep: Class 26 contains 2117 members 
Mstep: Class 27 contains 56031 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3667 members 
Entering Unmasked Estep 
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Iteration 143Q: 30 clusters Score -1.332418e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 176514 members 
Mstep: Class 3 contains 86865 members 
Mstep: Class 4 contains 221317 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 39414 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 12088 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 48481 members 
Mstep: Class 16 contains 29535 members 
Mstep: Class 17 contains 54393 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152214 members 
Mstep: Class 20 contains 65015 members 
Mstep: Class 21 contains 28078 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7941 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 2117 members 
Mstep: Class 27 contains 56058 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3671 members 
Entering Unmasked Estep 
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Score: -133241904.000000 Penalty: 99558.382812
Iteration 144Q: 30 clusters Score -1.332419e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 176813 members 
Mstep: Class 3 contains 86817 members 
Mstep: Class 4 contains 221338 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 39423 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 11876 members 
Mstep: Class 14 contains 11817 members 
Mstep: Class 15 contains 48483 members 
Mstep: Class 16 contains 29550 members 
Mstep: Class 17 contains 54372 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152193 members 
Mstep: Class 20 contains 65016 members 
Mstep: Class 21 contains 28074 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7948 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 12578 members 
Mstep: Class 26 contains 2117 members 
Mstep: Class 27 contains 56085 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3672 members 
Entering Unmasked Estep 
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Iteration 145Q: 30 clusters Score -1.332419e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 177115 members 
Mstep: Class 3 contains 86784 members 
Mstep: Class 4 contains 221334 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 39427 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 11663 members 
Mstep: Class 14 contains 11729 members 
Mstep: Class 15 contains 48478 members 
Mstep: Class 16 contains 29560 members 
Mstep: Class 17 contains 54370 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152174 members 
Mstep: Class 20 contains 65016 members 
Mstep: Class 21 contains 28079 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7953 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 12587 members 
Mstep: Class 26 contains 2117 members 
Mstep: Class 27 contains 56110 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3676 members 
Entering Unmasked Estep 
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Iteration 146Q: 30 clusters Score -1.332419e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 177395 members 
Mstep: Class 3 contains 86746 members 
Mstep: Class 4 contains 221324 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 39434 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 11453 members 
Mstep: Class 14 contains 11658 members 
Mstep: Class 15 contains 48475 members 
Mstep: Class 16 contains 29569 members 
Mstep: Class 17 contains 54363 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152165 members 
Mstep: Class 20 contains 65029 members 
Mstep: Class 21 contains 28082 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7954 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 12595 members 
Mstep: Class 26 contains 2117 members 
Mstep: Class 27 contains 56138 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3678 members 
Entering Unmasked Estep 
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Iteration 147Q: 30 clusters Score -1.33242e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 177675 members 
Mstep: Class 3 contains 86714 members 
Mstep: Class 4 contains 221306 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 39441 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 11591 members 
Mstep: Class 15 contains 48474 members 
Mstep: Class 16 contains 29571 members 
Mstep: Class 17 contains 54358 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152166 members 
Mstep: Class 20 contains 65037 members 
Mstep: Class 21 contains 28087 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7958 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 12593 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 56153 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3678 members 
Entering Unmasked Estep 
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Iteration 148Q: 30 clusters Score -1.332418e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 177959 members 
Mstep: Class 3 contains 86667 members 
Mstep: Class 4 contains 221296 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 39454 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 11061 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 48464 members 
Mstep: Class 16 contains 29566 members 
Mstep: Class 17 contains 54342 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152187 members 
Mstep: Class 20 contains 65054 members 
Mstep: Class 21 contains 28085 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7963 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 12594 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 56161 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3678 members 
Entering Unmasked Estep 
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Iteration 149Q: 30 clusters Score -1.332417e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 178188 members 
Mstep: Class 3 contains 86616 members 
Mstep: Class 4 contains 221314 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 39461 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 10897 members 
Mstep: Class 14 contains 11467 members 
Mstep: Class 15 contains 48469 members 
Mstep: Class 16 contains 29564 members 
Mstep: Class 17 contains 54330 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152186 members 
Mstep: Class 20 contains 65052 members 
Mstep: Class 21 contains 28085 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7965 members 
Mstep: Class 24 contains 5351 members 
Mstep: Class 25 contains 12596 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 56185 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3678 members 
Entering Unmasked Estep 
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Iteration 150Q: 30 clusters Score -1.332415e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 178406 members 
Mstep: Class 3 contains 86566 members 
Mstep: Class 4 contains 221325 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 39466 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 10742 members 
Mstep: Class 14 contains 11406 members 
Mstep: Class 15 contains 48469 members 
Mstep: Class 16 contains 29565 members 
Mstep: Class 17 contains 54324 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152198 members 
Mstep: Class 20 contains 65048 members 
Mstep: Class 21 contains 28085 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7967 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 12604 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 56204 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3678 members 
Entering Unmasked Estep 
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Iteration 151Q: 30 clusters Score -1.332416e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 178606 members 
Mstep: Class 3 contains 86511 members 
Mstep: Class 4 contains 221339 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 39469 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 11367 members 
Mstep: Class 15 contains 48466 members 
Mstep: Class 16 contains 29567 members 
Mstep: Class 17 contains 54322 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152193 members 
Mstep: Class 20 contains 65050 members 
Mstep: Class 21 contains 28084 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7967 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 12618 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 56230 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3678 members 
Entering Unmasked Estep 
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Iteration 152Q: 30 clusters Score -1.332415e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 178838 members 
Mstep: Class 3 contains 86469 members 
Mstep: Class 4 contains 221363 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 10403 members 
Mstep: Class 14 contains 11311 members 
Mstep: Class 15 contains 48469 members 
Mstep: Class 16 contains 29569 members 
Mstep: Class 17 contains 54319 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152167 members 
Mstep: Class 20 contains 65044 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7968 members 
Mstep: Class 24 contains 5364 members 
Mstep: Class 25 contains 12630 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 56250 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3678 members 
Entering Unmasked Estep 
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Iteration 153Q: 30 clusters Score -1.332416e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179064 members 
Mstep: Class 3 contains 86428 members 
Mstep: Class 4 contains 221392 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 39479 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 10234 members 
Mstep: Class 14 contains 11265 members 
Mstep: Class 15 contains 48454 members 
Mstep: Class 16 contains 29567 members 
Mstep: Class 17 contains 54307 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152148 members 
Mstep: Class 20 contains 65034 members 
Mstep: Class 21 contains 28091 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7970 members 
Mstep: Class 24 contains 5368 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 56275 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3679 members 
Entering Unmasked Estep 
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Iteration 154Q: 30 clusters Score -1.332414e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179249 members 
Mstep: Class 3 contains 86402 members 
Mstep: Class 4 contains 221417 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 39482 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 10077 members 
Mstep: Class 14 contains 11222 members 
Mstep: Class 15 contains 48442 members 
Mstep: Class 16 contains 29569 members 
Mstep: Class 17 contains 54307 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152121 members 
Mstep: Class 20 contains 65024 members 
Mstep: Class 21 contains 28096 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7972 members 
Mstep: Class 24 contains 5373 members 
Mstep: Class 25 contains 12660 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 56303 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241400.000000 Penalty: 99558.382812
Iteration 155Q: 30 clusters Score -1.332414e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179434 members 
Mstep: Class 3 contains 86384 members 
Mstep: Class 4 contains 221437 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 39480 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9931 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 48431 members 
Mstep: Class 16 contains 29571 members 
Mstep: Class 17 contains 54292 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152093 members 
Mstep: Class 20 contains 65018 members 
Mstep: Class 21 contains 28099 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7977 members 
Mstep: Class 24 contains 5381 members 
Mstep: Class 25 contains 12673 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 56330 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241424.000000 Penalty: 99558.382812
Iteration 156Q: 30 clusters Score -1.332414e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179612 members 
Mstep: Class 3 contains 86361 members 
Mstep: Class 4 contains 221462 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 39481 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9813 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 48412 members 
Mstep: Class 16 contains 29578 members 
Mstep: Class 17 contains 54281 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152059 members 
Mstep: Class 20 contains 65015 members 
Mstep: Class 21 contains 28103 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7984 members 
Mstep: Class 24 contains 5386 members 
Mstep: Class 25 contains 12681 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56343 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241288.000000 Penalty: 99558.382812
Iteration 157Q: 30 clusters Score -1.332413e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179776 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 221476 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 39476 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9720 members 
Mstep: Class 14 contains 11081 members 
Mstep: Class 15 contains 48401 members 
Mstep: Class 16 contains 29582 members 
Mstep: Class 17 contains 54275 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152032 members 
Mstep: Class 20 contains 65021 members 
Mstep: Class 21 contains 28099 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7989 members 
Mstep: Class 24 contains 5391 members 
Mstep: Class 25 contains 12687 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56359 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241112.000000 Penalty: 99558.382812
Iteration 158Q: 30 clusters Score -1.332411e+08 nChanged 535
Entering ConstructFrom: 
Score: -133241112.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -64947.179688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -64947.18 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 321 members 
Entering Unmasked Estep 
Score: -63440.652344 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -63440.65 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63950.316406 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -63950.32 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64268.042969 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -64268.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -64556.960938 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -64556.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64739.859375 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -64739.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64918.250000 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -64918.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65024.980469 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -65024.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65083.382812 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -65083.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -65130.152344 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -65130.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65156.214844 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -65156.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65199.140625 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -65199.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65221.460938 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -65221.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65239.097656 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -65239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65253.281250 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -65253.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65254.691406 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -65254.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65254.691406 Penalty: 3180.261963
	Iteration 15F: 3 clusters Score -65254.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 179923 members 
Mstep: Class 3 contains 86301 members 
Mstep: Class 4 contains 221470 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9624 members 
Mstep: Class 14 contains 11039 members 
Mstep: Class 15 contains 48393 members 
Mstep: Class 16 contains 29587 members 
Mstep: Class 17 contains 54268 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152033 members 
Mstep: Class 20 contains 65018 members 
Mstep: Class 21 contains 28102 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 12692 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56376 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 349 members 
Entering Unmasked Estep 
Score: -133239592.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133241112.000000 to -133239592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (179923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179923 members 
Entering Unmasked Estep 
Score: -23826550.000000 Penalty: 3000.870605
	Iteration 0F: 2 clusters Score -2.382655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -23717802.000000 Penalty: 6001.741211
	Iteration 0F: 3 clusters Score -2.37178e+07 nChanged 86294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -23767458.000000 Penalty: 6001.741211
	Iteration 1F: 3 clusters Score -2.376746e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -23768150.000000 Penalty: 6001.741211
	Iteration 2Q: 3 clusters Score -2.376815e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -23768808.000000 Penalty: 6001.741211
	Iteration 3Q: 3 clusters Score -2.376881e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -23769438.000000 Penalty: 6001.741211
	Iteration 4Q: 3 clusters Score -2.376944e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -23770046.000000 Penalty: 6001.741211
	Iteration 5Q: 3 clusters Score -2.377005e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -23771176.000000 Penalty: 6001.741211
	Iteration 6Q: 3 clusters Score -2.377118e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103178 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -23773066.000000 Penalty: 6001.741211
	Iteration 7Q: 3 clusters Score -2.377307e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -23775852.000000 Penalty: 6001.741211
	Iteration 8Q: 3 clusters Score -2.377585e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117973 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -23780752.000000 Penalty: 6001.741211
	Iteration 9F: 3 clusters Score -2.378075e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128536 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -23788064.000000 Penalty: 6001.741211
	Iteration 10F: 3 clusters Score -2.378806e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139531 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -23796474.000000 Penalty: 6001.741211
	Iteration 11F: 3 clusters Score -2.379647e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -23804260.000000 Penalty: 6001.741211
	Iteration 12F: 3 clusters Score -2.380426e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -23810968.000000 Penalty: 6001.741211
	Iteration 13Q: 3 clusters Score -2.381097e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -23815216.000000 Penalty: 6001.741211
	Iteration 14Q: 3 clusters Score -2.381522e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162828 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -23817368.000000 Penalty: 6001.741211
	Iteration 15Q: 3 clusters Score -2.381737e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165187 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -23818476.000000 Penalty: 6001.741211
	Iteration 16Q: 3 clusters Score -2.381848e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167266 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -23819434.000000 Penalty: 6001.741211
	Iteration 17Q: 3 clusters Score -2.381943e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169183 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -23820046.000000 Penalty: 6001.741211
	Iteration 18Q: 3 clusters Score -2.382005e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170830 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -23820616.000000 Penalty: 6001.741211
	Iteration 19Q: 3 clusters Score -2.382062e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172280 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -23821268.000000 Penalty: 6001.741211
	Iteration 20F: 3 clusters Score -2.382127e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173573 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -23821754.000000 Penalty: 6001.741211
	Iteration 21Q: 3 clusters Score -2.382175e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174731 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -23822308.000000 Penalty: 6001.741211
	Iteration 22Q: 3 clusters Score -2.382231e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175759 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -23822678.000000 Penalty: 6001.741211
	Iteration 23Q: 3 clusters Score -2.382268e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176612 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -23823024.000000 Penalty: 6001.741211
	Iteration 24Q: 3 clusters Score -2.382302e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177290 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -23823308.000000 Penalty: 6001.741211
	Iteration 25Q: 3 clusters Score -2.382331e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177829 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -23823518.000000 Penalty: 6001.741211
	Iteration 26Q: 3 clusters Score -2.382352e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178219 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -23823656.000000 Penalty: 6001.741211
	Iteration 27Q: 3 clusters Score -2.382366e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178500 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23823744.000000 Penalty: 6001.741211
	Iteration 28Q: 3 clusters Score -2.382374e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178711 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23823840.000000 Penalty: 6001.741211
	Iteration 29Q: 3 clusters Score -2.382384e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178857 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -23823854.000000 Penalty: 6001.741211
	Iteration 30Q: 3 clusters Score -2.382385e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178957 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -23823892.000000 Penalty: 6001.741211
	Iteration 31Q: 3 clusters Score -2.382389e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179027 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -23823922.000000 Penalty: 6001.741211
	Iteration 32Q: 3 clusters Score -2.382392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -23823948.000000 Penalty: 6001.741211
	Iteration 33Q: 3 clusters Score -2.382395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179107 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23823942.000000 Penalty: 6001.741211
	Iteration 34Q: 3 clusters Score -2.382394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179130 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23823960.000000 Penalty: 6001.741211
	Iteration 35Q: 3 clusters Score -2.382396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179145 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -23823952.000000 Penalty: 6001.741211
	Iteration 36Q: 3 clusters Score -2.382395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179156 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -23823950.000000 Penalty: 6001.741211
	Iteration 37Q: 3 clusters Score -2.382395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179167 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -23823962.000000 Penalty: 6001.741211
	Iteration 38Q: 3 clusters Score -2.382396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179170 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -23823956.000000 Penalty: 6001.741211
	Iteration 39Q: 3 clusters Score -2.382396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179183 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -23823982.000000 Penalty: 6001.741211
	Iteration 40F: 3 clusters Score -2.382398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179196 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -23823990.000000 Penalty: 6001.741211
	Iteration 41Q: 3 clusters Score -2.382399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179209 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -23823986.000000 Penalty: 6001.741211
	Iteration 42Q: 3 clusters Score -2.382399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179214 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -23823980.000000 Penalty: 6001.741211
	Iteration 43Q: 3 clusters Score -2.382398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179218 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -23823994.000000 Penalty: 6001.741211
	Iteration 44Q: 3 clusters Score -2.382399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179225 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -23823998.000000 Penalty: 6001.741211
	Iteration 45Q: 3 clusters Score -2.3824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179234 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -23823960.000000 Penalty: 6001.741211
	Iteration 46Q: 3 clusters Score -2.382396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -23823978.000000 Penalty: 6001.741211
	Iteration 47Q: 3 clusters Score -2.382398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -23823972.000000 Penalty: 6001.741211
	Iteration 48Q: 3 clusters Score -2.382397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -23823986.000000 Penalty: 6001.741211
	Iteration 49Q: 3 clusters Score -2.382399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179261 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -23823988.000000 Penalty: 6001.741211
	Iteration 50Q: 3 clusters Score -2.382399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179262 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -23823998.000000 Penalty: 6001.741211
	Iteration 51Q: 3 clusters Score -2.3824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179265 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -23823990.000000 Penalty: 6001.741211
	Iteration 52Q: 3 clusters Score -2.382399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179269 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -23823982.000000 Penalty: 6001.741211
	Iteration 53Q: 3 clusters Score -2.382398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179272 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -23823976.000000 Penalty: 6001.741211
	Iteration 54Q: 3 clusters Score -2.382398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179276 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -23823984.000000 Penalty: 6001.741211
	Iteration 55Q: 3 clusters Score -2.382398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179276 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -23823984.000000 Penalty: 6001.741211
	Iteration 56Q: 3 clusters Score -2.382398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179282 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -23824010.000000 Penalty: 6001.741211
	Iteration 57Q: 3 clusters Score -2.382401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179285 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -23823994.000000 Penalty: 6001.741211
	Iteration 58Q: 3 clusters Score -2.382399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179286 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -23824008.000000 Penalty: 6001.741211
	Iteration 59Q: 3 clusters Score -2.382401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179288 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -23823994.000000 Penalty: 6001.741211
	Iteration 60F: 3 clusters Score -2.382399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179289 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23824004.000000 Penalty: 6001.741211
	Iteration 61Q: 3 clusters Score -2.3824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179291 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -23824002.000000 Penalty: 6001.741211
	Iteration 62Q: 3 clusters Score -2.3824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179292 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -23824016.000000 Penalty: 6001.741211
	Iteration 63Q: 3 clusters Score -2.382402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179293 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -23824014.000000 Penalty: 6001.741211
	Iteration 64Q: 3 clusters Score -2.382401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179293 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -23824014.000000 Penalty: 6001.741211
	Iteration 65F: 3 clusters Score -2.382401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Entering Unmasked Estep 
Score: -11511312.000000 Penalty: 2818.667969
	Iteration 0F: 2 clusters Score -1.151131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -11453147.000000 Penalty: 5637.335938
	Iteration 0F: 3 clusters Score -1.145315e+07 nChanged 40874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -11476667.000000 Penalty: 5637.335938
	Iteration 1F: 3 clusters Score -1.147667e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -11477323.000000 Penalty: 5637.335938
	Iteration 2Q: 3 clusters Score -1.147732e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -11477905.000000 Penalty: 5637.335938
	Iteration 3Q: 3 clusters Score -1.14779e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -11478609.000000 Penalty: 5637.335938
	Iteration 4Q: 3 clusters Score -1.147861e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -11479375.000000 Penalty: 5637.335938
	Iteration 5Q: 3 clusters Score -1.147938e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -11480473.000000 Penalty: 5637.335938
	Iteration 6Q: 3 clusters Score -1.148047e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -11482079.000000 Penalty: 5637.335938
	Iteration 7Q: 3 clusters Score -1.148208e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -11484437.000000 Penalty: 5637.335938
	Iteration 8Q: 3 clusters Score -1.148444e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -11488019.000000 Penalty: 5637.335938
	Iteration 9F: 3 clusters Score -1.148802e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -11492718.000000 Penalty: 5637.335938
	Iteration 10F: 3 clusters Score -1.149272e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -11497779.000000 Penalty: 5637.335938
	Iteration 11F: 3 clusters Score -1.149778e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -11502071.000000 Penalty: 5637.335938
	Iteration 12F: 3 clusters Score -1.150207e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -11505002.000000 Penalty: 5637.335938
	Iteration 13Q: 3 clusters Score -1.1505e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -11506673.000000 Penalty: 5637.335938
	Iteration 14Q: 3 clusters Score -1.150667e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -11507581.000000 Penalty: 5637.335938
	Iteration 15Q: 3 clusters Score -1.150758e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -11508100.000000 Penalty: 5637.335938
	Iteration 16Q: 3 clusters Score -1.15081e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -11508345.000000 Penalty: 5637.335938
	Iteration 17Q: 3 clusters Score -1.150834e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -11508565.000000 Penalty: 5637.335938
	Iteration 18Q: 3 clusters Score -1.150856e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 85367 members 
Entering Unmasked Estep 
Score: -11508673.000000 Penalty: 5637.335938
	Iteration 19Q: 3 clusters Score -1.150867e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 85460 members 
Entering Unmasked Estep 
Score: -11508736.000000 Penalty: 5637.335938
	Iteration 20F: 3 clusters Score -1.150874e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -11508780.000000 Penalty: 5637.335938
	Iteration 21Q: 3 clusters Score -1.150878e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -11508802.000000 Penalty: 5637.335938
	Iteration 22Q: 3 clusters Score -1.15088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -11508824.000000 Penalty: 5637.335938
	Iteration 23Q: 3 clusters Score -1.150882e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -11508846.000000 Penalty: 5637.335938
	Iteration 24Q: 3 clusters Score -1.150885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 85598 members 
Entering Unmasked Estep 
Score: -11508853.000000 Penalty: 5637.335938
	Iteration 25Q: 3 clusters Score -1.150885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -11508883.000000 Penalty: 5637.335938
	Iteration 26Q: 3 clusters Score -1.150888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -11508906.000000 Penalty: 5637.335938
	Iteration 27Q: 3 clusters Score -1.150891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 85633 members 
Entering Unmasked Estep 
Score: -11508909.000000 Penalty: 5637.335938
	Iteration 28Q: 3 clusters Score -1.150891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -11508919.000000 Penalty: 5637.335938
	Iteration 29Q: 3 clusters Score -1.150892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -11508900.000000 Penalty: 5637.335938
	Iteration 30Q: 3 clusters Score -1.15089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -11508902.000000 Penalty: 5637.335938
	Iteration 31Q: 3 clusters Score -1.15089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -11508905.000000 Penalty: 5637.335938
	Iteration 32Q: 3 clusters Score -1.15089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -11508908.000000 Penalty: 5637.335938
	Iteration 33Q: 3 clusters Score -1.150891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -11508904.000000 Penalty: 5637.335938
	Iteration 34Q: 3 clusters Score -1.15089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -11508908.000000 Penalty: 5637.335938
	Iteration 35Q: 3 clusters Score -1.150891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -11508908.000000 Penalty: 5637.335938
	Iteration 36Q: 3 clusters Score -1.150891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -11508908.000000 Penalty: 5637.335938
	Iteration 37F: 3 clusters Score -1.150891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (221470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221470 members 
Entering Unmasked Estep 
Score: -29361370.000000 Penalty: 3052.394531
	Iteration 0F: 2 clusters Score -2.936137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -29224128.000000 Penalty: 6104.789062
	Iteration 0F: 3 clusters Score -2.922413e+07 nChanged 106359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -29286316.000000 Penalty: 6104.789062
	Iteration 1F: 3 clusters Score -2.928632e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -29287462.000000 Penalty: 6104.789062
	Iteration 2Q: 3 clusters Score -2.928746e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106517 members 
Mstep: Class 2 contains 114953 members 
Entering Unmasked Estep 
Score: -29288764.000000 Penalty: 6104.789062
	Iteration 3Q: 3 clusters Score -2.928876e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 117018 members 
Entering Unmasked Estep 
Score: -29290274.000000 Penalty: 6104.789062
	Iteration 4Q: 3 clusters Score -2.929027e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 120214 members 
Entering Unmasked Estep 
Score: -29292704.000000 Penalty: 6104.789062
	Iteration 5Q: 3 clusters Score -2.92927e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 124781 members 
Entering Unmasked Estep 
Score: -29296568.000000 Penalty: 6104.789062
	Iteration 6Q: 3 clusters Score -2.929657e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 131074 members 
Entering Unmasked Estep 
Score: -29302078.000000 Penalty: 6104.789062
	Iteration 7Q: 3 clusters Score -2.930208e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 139096 members 
Entering Unmasked Estep 
Score: -29310282.000000 Penalty: 6104.789062
	Iteration 8F: 3 clusters Score -2.931028e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -29320014.000000 Penalty: 6104.789062
	Iteration 9F: 3 clusters Score -2.932001e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 156804 members 
Entering Unmasked Estep 
Score: -29329908.000000 Penalty: 6104.789062
	Iteration 10F: 3 clusters Score -2.932991e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 164247 members 
Entering Unmasked Estep 
Score: -29336776.000000 Penalty: 6104.789062
	Iteration 11F: 3 clusters Score -2.933678e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 170536 members 
Entering Unmasked Estep 
Score: -29341122.000000 Penalty: 6104.789062
	Iteration 12Q: 3 clusters Score -2.934112e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -29343872.000000 Penalty: 6104.789062
	Iteration 13Q: 3 clusters Score -2.934387e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 181303 members 
Entering Unmasked Estep 
Score: -29345824.000000 Penalty: 6104.789062
	Iteration 14Q: 3 clusters Score -2.934582e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 186009 members 
Entering Unmasked Estep 
Score: -29347466.000000 Penalty: 6104.789062
	Iteration 15Q: 3 clusters Score -2.934747e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 190362 members 
Entering Unmasked Estep 
Score: -29348794.000000 Penalty: 6104.789062
	Iteration 16Q: 3 clusters Score -2.934879e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 194371 members 
Entering Unmasked Estep 
Score: -29350150.000000 Penalty: 6104.789062
	Iteration 17Q: 3 clusters Score -2.935015e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 198065 members 
Entering Unmasked Estep 
Score: -29351192.000000 Penalty: 6104.789062
	Iteration 18Q: 3 clusters Score -2.935119e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 201511 members 
Entering Unmasked Estep 
Score: -29352100.000000 Penalty: 6104.789062
	Iteration 19Q: 3 clusters Score -2.93521e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 204696 members 
Entering Unmasked Estep 
Score: -29353206.000000 Penalty: 6104.789062
	Iteration 20F: 3 clusters Score -2.935321e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 207581 members 
Entering Unmasked Estep 
Score: -29354068.000000 Penalty: 6104.789062
	Iteration 21Q: 3 clusters Score -2.935407e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 210159 members 
Entering Unmasked Estep 
Score: -29354972.000000 Penalty: 6104.789062
	Iteration 22Q: 3 clusters Score -2.935497e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 212427 members 
Entering Unmasked Estep 
Score: -29355720.000000 Penalty: 6104.789062
	Iteration 23Q: 3 clusters Score -2.935572e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 214304 members 
Entering Unmasked Estep 
Score: -29356414.000000 Penalty: 6104.789062
	Iteration 24Q: 3 clusters Score -2.935641e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 215787 members 
Entering Unmasked Estep 
Score: -29356950.000000 Penalty: 6104.789062
	Iteration 25Q: 3 clusters Score -2.935695e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 216917 members 
Entering Unmasked Estep 
Score: -29357388.000000 Penalty: 6104.789062
	Iteration 26Q: 3 clusters Score -2.935739e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 217805 members 
Entering Unmasked Estep 
Score: -29357766.000000 Penalty: 6104.789062
	Iteration 27Q: 3 clusters Score -2.935777e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 218505 members 
Entering Unmasked Estep 
Score: -29357988.000000 Penalty: 6104.789062
	Iteration 28Q: 3 clusters Score -2.935799e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 218996 members 
Entering Unmasked Estep 
Score: -29358198.000000 Penalty: 6104.789062
	Iteration 29Q: 3 clusters Score -2.93582e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 219384 members 
Entering Unmasked Estep 
Score: -29358302.000000 Penalty: 6104.789062
	Iteration 30Q: 3 clusters Score -2.93583e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 219662 members 
Entering Unmasked Estep 
Score: -29358370.000000 Penalty: 6104.789062
	Iteration 31Q: 3 clusters Score -2.935837e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 219858 members 
Entering Unmasked Estep 
Score: -29358432.000000 Penalty: 6104.789062
	Iteration 32Q: 3 clusters Score -2.935843e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 220013 members 
Entering Unmasked Estep 
Score: -29358502.000000 Penalty: 6104.789062
	Iteration 33Q: 3 clusters Score -2.93585e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 220138 members 
Entering Unmasked Estep 
Score: -29358574.000000 Penalty: 6104.789062
	Iteration 34Q: 3 clusters Score -2.935857e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 220224 members 
Entering Unmasked Estep 
Score: -29358620.000000 Penalty: 6104.789062
	Iteration 35Q: 3 clusters Score -2.935862e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 220281 members 
Entering Unmasked Estep 
Score: -29358626.000000 Penalty: 6104.789062
	Iteration 36Q: 3 clusters Score -2.935863e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 220338 members 
Entering Unmasked Estep 
Score: -29358638.000000 Penalty: 6104.789062
	Iteration 37Q: 3 clusters Score -2.935864e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 220394 members 
Entering Unmasked Estep 
Score: -29358660.000000 Penalty: 6104.789062
	Iteration 38Q: 3 clusters Score -2.935866e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 220431 members 
Entering Unmasked Estep 
Score: -29358706.000000 Penalty: 6104.789062
	Iteration 39Q: 3 clusters Score -2.935871e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 220457 members 
Entering Unmasked Estep 
Score: -29358706.000000 Penalty: 6104.789062
	Iteration 40F: 3 clusters Score -2.935871e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 220479 members 
Entering Unmasked Estep 
Score: -29358696.000000 Penalty: 6104.789062
	Iteration 41Q: 3 clusters Score -2.93587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 220496 members 
Entering Unmasked Estep 
Score: -29358726.000000 Penalty: 6104.789062
	Iteration 42Q: 3 clusters Score -2.935873e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 220520 members 
Entering Unmasked Estep 
Score: -29358758.000000 Penalty: 6104.789062
	Iteration 43Q: 3 clusters Score -2.935876e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 220552 members 
Entering Unmasked Estep 
Score: -29358772.000000 Penalty: 6104.789062
	Iteration 44Q: 3 clusters Score -2.935877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 220574 members 
Entering Unmasked Estep 
Score: -29358744.000000 Penalty: 6104.789062
	Iteration 45Q: 3 clusters Score -2.935874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 220593 members 
Entering Unmasked Estep 
Score: -29358760.000000 Penalty: 6104.789062
	Iteration 46Q: 3 clusters Score -2.935876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 220607 members 
Entering Unmasked Estep 
Score: -29358758.000000 Penalty: 6104.789062
	Iteration 47Q: 3 clusters Score -2.935876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 220617 members 
Entering Unmasked Estep 
Score: -29358776.000000 Penalty: 6104.789062
	Iteration 48Q: 3 clusters Score -2.935878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 220627 members 
Entering Unmasked Estep 
Score: -29358764.000000 Penalty: 6104.789062
	Iteration 49Q: 3 clusters Score -2.935876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 220640 members 
Entering Unmasked Estep 
Score: -29358770.000000 Penalty: 6104.789062
	Iteration 50Q: 3 clusters Score -2.935877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 220652 members 
Entering Unmasked Estep 
Score: -29358788.000000 Penalty: 6104.789062
	Iteration 51Q: 3 clusters Score -2.935879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 220668 members 
Entering Unmasked Estep 
Score: -29358794.000000 Penalty: 6104.789062
	Iteration 52Q: 3 clusters Score -2.935879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 220677 members 
Entering Unmasked Estep 
Score: -29358788.000000 Penalty: 6104.789062
	Iteration 53Q: 3 clusters Score -2.935879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 220682 members 
Entering Unmasked Estep 
Score: -29358786.000000 Penalty: 6104.789062
	Iteration 54Q: 3 clusters Score -2.935879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 220689 members 
Entering Unmasked Estep 
Score: -29358818.000000 Penalty: 6104.789062
	Iteration 55Q: 3 clusters Score -2.935882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 220696 members 
Entering Unmasked Estep 
Score: -29358834.000000 Penalty: 6104.789062
	Iteration 56Q: 3 clusters Score -2.935883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 220699 members 
Entering Unmasked Estep 
Score: -29358828.000000 Penalty: 6104.789062
	Iteration 57Q: 3 clusters Score -2.935883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 220702 members 
Entering Unmasked Estep 
Score: -29358834.000000 Penalty: 6104.789062
	Iteration 58Q: 3 clusters Score -2.935883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 220704 members 
Entering Unmasked Estep 
Score: -29358836.000000 Penalty: 6104.789062
	Iteration 59Q: 3 clusters Score -2.935884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 220712 members 
Entering Unmasked Estep 
Score: -29358818.000000 Penalty: 6104.789062
	Iteration 60F: 3 clusters Score -2.935882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 220719 members 
Entering Unmasked Estep 
Score: -29358830.000000 Penalty: 6104.789062
	Iteration 61Q: 3 clusters Score -2.935883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 220723 members 
Entering Unmasked Estep 
Score: -29358836.000000 Penalty: 6104.789062
	Iteration 62Q: 3 clusters Score -2.935884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 220730 members 
Entering Unmasked Estep 
Score: -29358854.000000 Penalty: 6104.789062
	Iteration 63Q: 3 clusters Score -2.935885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 220731 members 
Entering Unmasked Estep 
Score: -29358842.000000 Penalty: 6104.789062
	Iteration 64Q: 3 clusters Score -2.935884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 220730 members 
Entering Unmasked Estep 
Score: -29358838.000000 Penalty: 6104.789062
	Iteration 65Q: 3 clusters Score -2.935884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 220730 members 
Entering Unmasked Estep 
Score: -29358844.000000 Penalty: 6104.789062
	Iteration 66Q: 3 clusters Score -2.935884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 220732 members 
Entering Unmasked Estep 
Score: -29358842.000000 Penalty: 6104.789062
	Iteration 67Q: 3 clusters Score -2.935884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 220735 members 
Entering Unmasked Estep 
Score: -29358848.000000 Penalty: 6104.789062
	Iteration 68Q: 3 clusters Score -2.935885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 220737 members 
Entering Unmasked Estep 
Score: -29358854.000000 Penalty: 6104.789062
	Iteration 69Q: 3 clusters Score -2.935885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 220740 members 
Entering Unmasked Estep 
Score: -29358850.000000 Penalty: 6104.789062
	Iteration 70Q: 3 clusters Score -2.935885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 220740 members 
Entering Unmasked Estep 
Score: -29358836.000000 Penalty: 6104.789062
	Iteration 71Q: 3 clusters Score -2.935884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 220744 members 
Entering Unmasked Estep 
Score: -29358846.000000 Penalty: 6104.789062
	Iteration 72Q: 3 clusters Score -2.935885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 220748 members 
Entering Unmasked Estep 
Score: -29358844.000000 Penalty: 6104.789062
	Iteration 73Q: 3 clusters Score -2.935884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 220751 members 
Entering Unmasked Estep 
Score: -29358844.000000 Penalty: 6104.789062
	Iteration 74Q: 3 clusters Score -2.935884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 220752 members 
Entering Unmasked Estep 
Score: -29358844.000000 Penalty: 6104.789062
	Iteration 75Q: 3 clusters Score -2.935884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 220754 members 
Entering Unmasked Estep 
Score: -29358854.000000 Penalty: 6104.789062
	Iteration 76Q: 3 clusters Score -2.935885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 220754 members 
Entering Unmasked Estep 
Score: -29358868.000000 Penalty: 6104.789062
	Iteration 77Q: 3 clusters Score -2.935887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 220757 members 
Entering Unmasked Estep 
Score: -29358868.000000 Penalty: 6104.789062
	Iteration 78Q: 3 clusters Score -2.935887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 220759 members 
Entering Unmasked Estep 
Score: -29358860.000000 Penalty: 6104.789062
	Iteration 79Q: 3 clusters Score -2.935886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 220758 members 
Entering Unmasked Estep 
Score: -29358868.000000 Penalty: 6104.789062
	Iteration 80F: 3 clusters Score -2.935887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 220756 members 
Entering Unmasked Estep 
Score: -29358866.000000 Penalty: 6104.789062
	Iteration 81Q: 3 clusters Score -2.935887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 220756 members 
Entering Unmasked Estep 
Score: -29358870.000000 Penalty: 6104.789062
	Iteration 82Q: 3 clusters Score -2.935887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 220759 members 
Entering Unmasked Estep 
Score: -29358852.000000 Penalty: 6104.789062
	Iteration 83Q: 3 clusters Score -2.935885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 220761 members 
Entering Unmasked Estep 
Score: -29358866.000000 Penalty: 6104.789062
	Iteration 84Q: 3 clusters Score -2.935887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 220761 members 
Entering Unmasked Estep 
Score: -29358854.000000 Penalty: 6104.789062
	Iteration 85Q: 3 clusters Score -2.935885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 220761 members 
Entering Unmasked Estep 
Score: -29358854.000000 Penalty: 6104.789062
	Iteration 86F: 3 clusters Score -2.935885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 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 265 members 
Entering Unmasked Estep 
Score: -56779.457031 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56779.46 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56990.074219 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -56990.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57065.757812 Penalty: 3090.318848
	Iteration 2Q: 3 clusters Score -57065.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57128.914062 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -57128.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57153.757812 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -57153.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57170.468750 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -57170.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57199.601562 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -57199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57228.207031 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -57228.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57233.851562 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -57233.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57234.941406 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -57234.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57236.402344 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -57236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57237.316406 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -57237.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57237.316406 Penalty: 3090.318848
	Iteration 12F: 3 clusters Score -57237.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -387952.125000 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -387952.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -384651.843750 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -384651.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -385511.406250 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -385511.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -385888.906250 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -385888.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -386368.000000 Penalty: 3973.302979
	Iteration 3F: 3 clusters Score -386368 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -386868.468750 Penalty: 3973.302979
	Iteration 4F: 3 clusters Score -386868.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -387253.531250 Penalty: 3973.302979
	Iteration 5F: 3 clusters Score -387253.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -387484.437500 Penalty: 3973.302979
	Iteration 6F: 3 clusters Score -387484.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -387616.500000 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -387616.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -387667.562500 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -387667.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -387695.937500 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -387695.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -387721.093750 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -387721.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -387736.375000 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -387736.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -387747.687500 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -387747.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -387756.250000 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -387756.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -387760.937500 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -387760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -387763.437500 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -387763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -387765.593750 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -387765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -387765.593750 Penalty: 3973.302979
	Iteration 17F: 3 clusters Score -387765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -40726.554688 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -40726.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39518.675781 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -39518.68 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40073.972656 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -40073.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40376.175781 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -40376.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40637.406250 Penalty: 2991.219971
	Iteration 3F: 3 clusters Score -40637.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40888.023438 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -40888.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40965.835938 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -40965.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41003.085938 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -41003.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41009.488281 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -41009.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41028.421875 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -41028.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41051.710938 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -41051.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41072.750000 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -41072.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41072.980469 Penalty: 2991.219971
	Iteration 11F: 3 clusters Score -41072.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41112.375000 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -41112.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41148.523438 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -41148.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41212.933594 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -41212.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41225.460938 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -41225.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41225.566406 Penalty: 2991.219971
	Iteration 16F: 3 clusters Score -41225.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41242.015625 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -41242.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41266.304688 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -41266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41300.585938 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -41300.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41300.585938 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -41300.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179923 members 
Mstep: Class 3 contains 86301 members 
Mstep: Class 4 contains 221470 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9624 members 
Mstep: Class 14 contains 11039 members 
Mstep: Class 15 contains 48393 members 
Mstep: Class 16 contains 29587 members 
Mstep: Class 17 contains 54268 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152033 members 
Mstep: Class 20 contains 65018 members 
Mstep: Class 21 contains 28102 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 12692 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56376 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 202 members 
Entering Unmasked Estep 
Score: -133239640.000000 Penalty: 102991.429688
Splitting cluster 7 changes total score from -133241112.000000 to -133239640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -184426.687500 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -184426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182160.234375 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -182160.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -182542.468750 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -182542.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -182664.687500 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -182664.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -182749.609375 Penalty: 3604.346436
	Iteration 3Q: 3 clusters Score -182749.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182799.671875 Penalty: 3604.346436
	Iteration 4Q: 3 clusters Score -182799.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -182843.953125 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -182844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -182881.281250 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -182881.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -182922.609375 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -182922.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -182955.953125 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -182956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -182977.687500 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -182977.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -182994.718750 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -182994.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -183007.093750 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -183007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -183011.078125 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -183011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -183014.828125 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -183014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -183019.640625 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -183019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183027.406250 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -183027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183034.312500 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -183034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183036.390625 Penalty: 3604.346436
	Iteration 17Q: 3 clusters Score -183036.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -183037.015625 Penalty: 3604.346436
	Iteration 18Q: 3 clusters Score -183037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183037.906250 Penalty: 3604.346436
	Iteration 19Q: 3 clusters Score -183037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -183039.281250 Penalty: 3604.346436
	Iteration 20F: 3 clusters Score -183039.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183040.062500 Penalty: 3604.346436
	Iteration 21Q: 3 clusters Score -183040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -183041.531250 Penalty: 3604.346436
	Iteration 22Q: 3 clusters Score -183041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -183041.531250 Penalty: 3604.346436
	Iteration 23F: 3 clusters Score -183041.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -415391.312500 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -415391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -411694.031250 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -411694 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -412530.406250 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -412530.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -412710.937500 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -412710.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -412834.906250 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -412834.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -412923.843750 Penalty: 4064.200439
	Iteration 4Q: 3 clusters Score -412923.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -412988.156250 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -412988.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -413029.000000 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -413029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -413060.937500 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -413060.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -413091.218750 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -413091.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -413114.781250 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -413114.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -413134.625000 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -413134.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -413155.562500 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -413155.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -413173.281250 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -413173.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -413190.968750 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -413191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -413207.843750 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -413207.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -413222.000000 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -413222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -413236.218750 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -413236.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -413251.656250 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -413251.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -413270.781250 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -413270.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -413285.343750 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -413285.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -413297.250000 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -413297.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -413306.031250 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -413306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -413315.250000 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -413315.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -413326.906250 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -413326.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -413339.156250 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -413339.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -413346.812500 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -413346.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -413354.000000 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -413354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -413360.906250 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -413360.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -413369.187500 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -413369.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -413377.500000 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -413377.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -413387.125000 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -413387.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -413394.687500 Penalty: 4064.200439
	Iteration 31Q: 3 clusters Score -413394.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -413404.875000 Penalty: 4064.200439
	Iteration 32Q: 3 clusters Score -413404.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -413411.875000 Penalty: 4064.200439
	Iteration 33Q: 3 clusters Score -413411.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -413416.000000 Penalty: 4064.200439
	Iteration 34Q: 3 clusters Score -413416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -413418.562500 Penalty: 4064.200439
	Iteration 35Q: 3 clusters Score -413418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -413420.937500 Penalty: 4064.200439
	Iteration 36Q: 3 clusters Score -413420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -413421.687500 Penalty: 4064.200439
	Iteration 37Q: 3 clusters Score -413421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -413423.031250 Penalty: 4064.200439
	Iteration 38Q: 3 clusters Score -413423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -413425.000000 Penalty: 4064.200439
	Iteration 39Q: 3 clusters Score -413425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -413426.250000 Penalty: 4064.200439
	Iteration 40F: 3 clusters Score -413426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -413426.250000 Penalty: 4064.200439
	Iteration 41Q: 3 clusters Score -413426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -413429.187500 Penalty: 4064.200439
	Iteration 42Q: 3 clusters Score -413429.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -413433.531250 Penalty: 4064.200439
	Iteration 43Q: 3 clusters Score -413433.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -413438.625000 Penalty: 4064.200439
	Iteration 44Q: 3 clusters Score -413438.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -413443.156250 Penalty: 4064.200439
	Iteration 45Q: 3 clusters Score -413443.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -413451.000000 Penalty: 4064.200439
	Iteration 46Q: 3 clusters Score -413451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -413462.125000 Penalty: 4064.200439
	Iteration 47Q: 3 clusters Score -413462.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -413468.812500 Penalty: 4064.200439
	Iteration 48Q: 3 clusters Score -413468.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -413472.562500 Penalty: 4064.200439
	Iteration 49Q: 3 clusters Score -413472.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -413478.812500 Penalty: 4064.200439
	Iteration 50Q: 3 clusters Score -413478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -413484.593750 Penalty: 4064.200439
	Iteration 51Q: 3 clusters Score -413484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -413488.281250 Penalty: 4064.200439
	Iteration 52Q: 3 clusters Score -413488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -413495.406250 Penalty: 4064.200439
	Iteration 53Q: 3 clusters Score -413495.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -413501.687500 Penalty: 4064.200439
	Iteration 54Q: 3 clusters Score -413501.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -413508.875000 Penalty: 4064.200439
	Iteration 55Q: 3 clusters Score -413508.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -413516.812500 Penalty: 4064.200439
	Iteration 56Q: 3 clusters Score -413516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -413524.468750 Penalty: 4064.200439
	Iteration 57Q: 3 clusters Score -413524.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -413534.812500 Penalty: 4064.200439
	Iteration 58Q: 3 clusters Score -413534.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -413545.937500 Penalty: 4064.200439
	Iteration 59Q: 3 clusters Score -413545.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -413555.937500 Penalty: 4064.200439
	Iteration 60F: 3 clusters Score -413555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -413562.093750 Penalty: 4064.200439
	Iteration 61Q: 3 clusters Score -413562.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -413568.906250 Penalty: 4064.200439
	Iteration 62Q: 3 clusters Score -413568.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -413576.406250 Penalty: 4064.200439
	Iteration 63Q: 3 clusters Score -413576.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -413586.625000 Penalty: 4064.200439
	Iteration 64Q: 3 clusters Score -413586.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -413593.687500 Penalty: 4064.200439
	Iteration 65Q: 3 clusters Score -413593.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -413599.343750 Penalty: 4064.200439
	Iteration 66Q: 3 clusters Score -413599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -413601.218750 Penalty: 4064.200439
	Iteration 67Q: 3 clusters Score -413601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -413602.593750 Penalty: 4064.200439
	Iteration 68Q: 3 clusters Score -413602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -413603.093750 Penalty: 4064.200439
	Iteration 69Q: 3 clusters Score -413603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -413604.750000 Penalty: 4064.200439
	Iteration 70Q: 3 clusters Score -413604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -413606.343750 Penalty: 4064.200439
	Iteration 71Q: 3 clusters Score -413606.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -413606.343750 Penalty: 4064.200439
	Iteration 72F: 3 clusters Score -413606.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Entering Unmasked Estep 
Score: -5126390.500000 Penalty: 2624.682617
	Iteration 0F: 2 clusters Score -5126390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -5099577.000000 Penalty: 5249.365234
	Iteration 0F: 3 clusters Score -5099577 nChanged 18012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5109543.500000 Penalty: 5249.365234
	Iteration 1F: 3 clusters Score -5109544 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -5109908.000000 Penalty: 5249.365234
	Iteration 2Q: 3 clusters Score -5109908 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -5110289.000000 Penalty: 5249.365234
	Iteration 3Q: 3 clusters Score -5110289 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5110606.500000 Penalty: 5249.365234
	Iteration 4Q: 3 clusters Score -5110606 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -5110915.000000 Penalty: 5249.365234
	Iteration 5Q: 3 clusters Score -5110915 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -5111212.000000 Penalty: 5249.365234
	Iteration 6Q: 3 clusters Score -5111212 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -5111544.500000 Penalty: 5249.365234
	Iteration 7Q: 3 clusters Score -5111544 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5111893.000000 Penalty: 5249.365234
	Iteration 8Q: 3 clusters Score -5111893 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -5112462.500000 Penalty: 5249.365234
	Iteration 9Q: 3 clusters Score -5112462 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -5113324.500000 Penalty: 5249.365234
	Iteration 10Q: 3 clusters Score -5113324 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5114529.500000 Penalty: 5249.365234
	Iteration 11Q: 3 clusters Score -5114530 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -5115992.500000 Penalty: 5249.365234
	Iteration 12F: 3 clusters Score -5115992 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -5117566.500000 Penalty: 5249.365234
	Iteration 13F: 3 clusters Score -5117566 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -5119089.000000 Penalty: 5249.365234
	Iteration 14Q: 3 clusters Score -5119089 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -5120344.500000 Penalty: 5249.365234
	Iteration 15Q: 3 clusters Score -5120344 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5121379.000000 Penalty: 5249.365234
	Iteration 16Q: 3 clusters Score -5121379 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5122143.500000 Penalty: 5249.365234
	Iteration 17Q: 3 clusters Score -5122144 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5122670.500000 Penalty: 5249.365234
	Iteration 18Q: 3 clusters Score -5122670 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5123091.500000 Penalty: 5249.365234
	Iteration 19Q: 3 clusters Score -5123092 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5123462.500000 Penalty: 5249.365234
	Iteration 20F: 3 clusters Score -5123462 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5123713.500000 Penalty: 5249.365234
	Iteration 21Q: 3 clusters Score -5123714 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5123898.000000 Penalty: 5249.365234
	Iteration 22Q: 3 clusters Score -5123898 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5124026.500000 Penalty: 5249.365234
	Iteration 23Q: 3 clusters Score -5124026 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5124139.000000 Penalty: 5249.365234
	Iteration 24Q: 3 clusters Score -5124139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5124222.000000 Penalty: 5249.365234
	Iteration 25Q: 3 clusters Score -5124222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5124251.500000 Penalty: 5249.365234
	Iteration 26Q: 3 clusters Score -5124252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5124280.500000 Penalty: 5249.365234
	Iteration 27Q: 3 clusters Score -5124280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5124295.500000 Penalty: 5249.365234
	Iteration 28Q: 3 clusters Score -5124296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5124321.500000 Penalty: 5249.365234
	Iteration 29Q: 3 clusters Score -5124322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5124325.000000 Penalty: 5249.365234
	Iteration 30Q: 3 clusters Score -5124325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5124329.000000 Penalty: 5249.365234
	Iteration 31Q: 3 clusters Score -5124329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5124334.000000 Penalty: 5249.365234
	Iteration 32Q: 3 clusters Score -5124334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5124336.500000 Penalty: 5249.365234
	Iteration 33Q: 3 clusters Score -5124336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5124339.000000 Penalty: 5249.365234
	Iteration 34Q: 3 clusters Score -5124339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5124339.500000 Penalty: 5249.365234
	Iteration 35Q: 3 clusters Score -5124340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5124349.000000 Penalty: 5249.365234
	Iteration 36Q: 3 clusters Score -5124349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5124345.000000 Penalty: 5249.365234
	Iteration 37Q: 3 clusters Score -5124345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5124345.500000 Penalty: 5249.365234
	Iteration 38Q: 3 clusters Score -5124346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5124347.500000 Penalty: 5249.365234
	Iteration 39Q: 3 clusters Score -5124348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5124356.500000 Penalty: 5249.365234
	Iteration 40F: 3 clusters Score -5124356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5124356.500000 Penalty: 5249.365234
	Iteration 41Q: 3 clusters Score -5124356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5124353.000000 Penalty: 5249.365234
	Iteration 42Q: 3 clusters Score -5124353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5124352.000000 Penalty: 5249.365234
	Iteration 43Q: 3 clusters Score -5124352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5124352.000000 Penalty: 5249.365234
	Iteration 44Q: 3 clusters Score -5124352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5124353.000000 Penalty: 5249.365234
	Iteration 45Q: 3 clusters Score -5124353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5124354.500000 Penalty: 5249.365234
	Iteration 46Q: 3 clusters Score -5124354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5124357.000000 Penalty: 5249.365234
	Iteration 47Q: 3 clusters Score -5124357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5124357.000000 Penalty: 5249.365234
	Iteration 48Q: 3 clusters Score -5124357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5124354.500000 Penalty: 5249.365234
	Iteration 49Q: 3 clusters Score -5124354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5124357.000000 Penalty: 5249.365234
	Iteration 50Q: 3 clusters Score -5124357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5124359.500000 Penalty: 5249.365234
	Iteration 51Q: 3 clusters Score -5124360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5124354.500000 Penalty: 5249.365234
	Iteration 52Q: 3 clusters Score -5124354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5124359.000000 Penalty: 5249.365234
	Iteration 53Q: 3 clusters Score -5124359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5124359.500000 Penalty: 5249.365234
	Iteration 54Q: 3 clusters Score -5124360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5124359.500000 Penalty: 5249.365234
	Iteration 55F: 3 clusters Score -5124360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -294548.937500 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -294548.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -291701.062500 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -291701.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -292266.625000 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -292266.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -292400.687500 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -292400.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -292470.156250 Penalty: 3849.191650
	Iteration 3Q: 3 clusters Score -292470.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -292510.875000 Penalty: 3849.191650
	Iteration 4Q: 3 clusters Score -292510.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -292540.281250 Penalty: 3849.191650
	Iteration 5Q: 3 clusters Score -292540.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -292566.156250 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -292566.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -292581.968750 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -292582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -292599.125000 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -292599.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -292617.531250 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -292617.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -292630.781250 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -292630.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -292642.750000 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -292642.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -292653.937500 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -292653.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -292666.031250 Penalty: 3849.191650
	Iteration 13Q: 3 clusters Score -292666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -292677.656250 Penalty: 3849.191650
	Iteration 14Q: 3 clusters Score -292677.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -292693.562500 Penalty: 3849.191650
	Iteration 15Q: 3 clusters Score -292693.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -292706.031250 Penalty: 3849.191650
	Iteration 16Q: 3 clusters Score -292706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -292726.562500 Penalty: 3849.191650
	Iteration 17Q: 3 clusters Score -292726.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -292747.593750 Penalty: 3849.191650
	Iteration 18Q: 3 clusters Score -292747.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -292765.250000 Penalty: 3849.191650
	Iteration 19Q: 3 clusters Score -292765.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -292781.968750 Penalty: 3849.191650
	Iteration 20F: 3 clusters Score -292782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -292792.656250 Penalty: 3849.191650
	Iteration 21Q: 3 clusters Score -292792.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -292796.718750 Penalty: 3849.191650
	Iteration 22Q: 3 clusters Score -292796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -292797.625000 Penalty: 3849.191650
	Iteration 23Q: 3 clusters Score -292797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -292799.281250 Penalty: 3849.191650
	Iteration 24Q: 3 clusters Score -292799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -292802.375000 Penalty: 3849.191650
	Iteration 25Q: 3 clusters Score -292802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -292804.406250 Penalty: 3849.191650
	Iteration 26Q: 3 clusters Score -292804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -292806.156250 Penalty: 3849.191650
	Iteration 27Q: 3 clusters Score -292806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -292808.343750 Penalty: 3849.191650
	Iteration 28Q: 3 clusters Score -292808.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -292812.218750 Penalty: 3849.191650
	Iteration 29Q: 3 clusters Score -292812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -292815.750000 Penalty: 3849.191650
	Iteration 30Q: 3 clusters Score -292815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -292818.750000 Penalty: 3849.191650
	Iteration 31Q: 3 clusters Score -292818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -292819.968750 Penalty: 3849.191650
	Iteration 32Q: 3 clusters Score -292820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -292822.406250 Penalty: 3849.191650
	Iteration 33Q: 3 clusters Score -292822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -292824.906250 Penalty: 3849.191650
	Iteration 34Q: 3 clusters Score -292824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -292825.812500 Penalty: 3849.191650
	Iteration 35Q: 3 clusters Score -292825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -292825.812500 Penalty: 3849.191650
	Iteration 36F: 3 clusters Score -292825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -90867.304688 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -90867.3 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 346 members 
Entering Unmasked Estep 
Score: -89142.460938 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -89142.46 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89341.179688 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -89341.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89384.507812 Penalty: 3254.271240
	Iteration 2Q: 3 clusters Score -89384.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89407.203125 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -89407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89425.226562 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -89425.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89436.906250 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -89436.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89438.937500 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -89438.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89441.007812 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -89441.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89443.343750 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -89443.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89446.656250 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -89446.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89448.656250 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -89448.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89449.226562 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -89449.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89449.226562 Penalty: 3254.271240
	Iteration 12F: 3 clusters Score -89449.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Entering Unmasked Estep 
Score: -1303935.000000 Penalty: 2274.659668
	Iteration 0F: 2 clusters Score -1303935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1296462.375000 Penalty: 4549.319336
	Iteration 0F: 3 clusters Score -1296462 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1298527.125000 Penalty: 4549.319336
	Iteration 1F: 3 clusters Score -1298527 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1298804.750000 Penalty: 4549.319336
	Iteration 2F: 3 clusters Score -1298805 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1299013.375000 Penalty: 4549.319336
	Iteration 3Q: 3 clusters Score -1299013 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1299208.000000 Penalty: 4549.319336
	Iteration 4Q: 3 clusters Score -1299208 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1299372.875000 Penalty: 4549.319336
	Iteration 5Q: 3 clusters Score -1299373 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1299570.375000 Penalty: 4549.319336
	Iteration 6Q: 3 clusters Score -1299570 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1299798.125000 Penalty: 4549.319336
	Iteration 7Q: 3 clusters Score -1299798 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1300050.000000 Penalty: 4549.319336
	Iteration 8Q: 3 clusters Score -1300050 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1300310.625000 Penalty: 4549.319336
	Iteration 9Q: 3 clusters Score -1300311 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1300581.000000 Penalty: 4549.319336
	Iteration 10Q: 3 clusters Score -1300581 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1300862.250000 Penalty: 4549.319336
	Iteration 11Q: 3 clusters Score -1300862 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1301116.125000 Penalty: 4549.319336
	Iteration 12Q: 3 clusters Score -1301116 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1301310.000000 Penalty: 4549.319336
	Iteration 13Q: 3 clusters Score -1301310 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1301465.625000 Penalty: 4549.319336
	Iteration 14Q: 3 clusters Score -1301466 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1301591.750000 Penalty: 4549.319336
	Iteration 15Q: 3 clusters Score -1301592 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1301692.500000 Penalty: 4549.319336
	Iteration 16Q: 3 clusters Score -1301692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1301767.750000 Penalty: 4549.319336
	Iteration 17Q: 3 clusters Score -1301768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1301821.750000 Penalty: 4549.319336
	Iteration 18Q: 3 clusters Score -1301822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1301858.000000 Penalty: 4549.319336
	Iteration 19Q: 3 clusters Score -1301858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1301891.625000 Penalty: 4549.319336
	Iteration 20F: 3 clusters Score -1301892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1301919.250000 Penalty: 4549.319336
	Iteration 21Q: 3 clusters Score -1301919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1301939.625000 Penalty: 4549.319336
	Iteration 22Q: 3 clusters Score -1301940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1301949.250000 Penalty: 4549.319336
	Iteration 23Q: 3 clusters Score -1301949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1301953.000000 Penalty: 4549.319336
	Iteration 24Q: 3 clusters Score -1301953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1301959.125000 Penalty: 4549.319336
	Iteration 25Q: 3 clusters Score -1301959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1301964.375000 Penalty: 4549.319336
	Iteration 26Q: 3 clusters Score -1301964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1301969.125000 Penalty: 4549.319336
	Iteration 27Q: 3 clusters Score -1301969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1301971.375000 Penalty: 4549.319336
	Iteration 28Q: 3 clusters Score -1301971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1301976.750000 Penalty: 4549.319336
	Iteration 29Q: 3 clusters Score -1301977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1301978.875000 Penalty: 4549.319336
	Iteration 30Q: 3 clusters Score -1301979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1301980.875000 Penalty: 4549.319336
	Iteration 31Q: 3 clusters Score -1301981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1301983.500000 Penalty: 4549.319336
	Iteration 32Q: 3 clusters Score -1301984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1301984.500000 Penalty: 4549.319336
	Iteration 33Q: 3 clusters Score -1301984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1301984.500000 Penalty: 4549.319336
	Iteration 34F: 3 clusters Score -1301984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Entering Unmasked Estep 
Score: -1446654.125000 Penalty: 2308.678955
	Iteration 0F: 2 clusters Score -1446654 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 5572 members 
Entering Unmasked Estep 
Score: -1438315.375000 Penalty: 4617.357910
	Iteration 0F: 3 clusters Score -1438315 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1440733.125000 Penalty: 4617.357910
	Iteration 1F: 3 clusters Score -1440733 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1441016.125000 Penalty: 4617.357910
	Iteration 2F: 3 clusters Score -1441016 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1441199.875000 Penalty: 4617.357910
	Iteration 3Q: 3 clusters Score -1441200 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1441336.750000 Penalty: 4617.357910
	Iteration 4Q: 3 clusters Score -1441337 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1441476.375000 Penalty: 4617.357910
	Iteration 5Q: 3 clusters Score -1441476 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1441616.125000 Penalty: 4617.357910
	Iteration 6Q: 3 clusters Score -1441616 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1441743.375000 Penalty: 4617.357910
	Iteration 7Q: 3 clusters Score -1441743 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1441889.125000 Penalty: 4617.357910
	Iteration 8Q: 3 clusters Score -1441889 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1442064.625000 Penalty: 4617.357910
	Iteration 9Q: 3 clusters Score -1442065 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1442269.875000 Penalty: 4617.357910
	Iteration 10Q: 3 clusters Score -1442270 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1442476.500000 Penalty: 4617.357910
	Iteration 11Q: 3 clusters Score -1442476 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1442710.250000 Penalty: 4617.357910
	Iteration 12Q: 3 clusters Score -1442710 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1442955.500000 Penalty: 4617.357910
	Iteration 13Q: 3 clusters Score -1442956 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1443213.750000 Penalty: 4617.357910
	Iteration 14Q: 3 clusters Score -1443214 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1443460.375000 Penalty: 4617.357910
	Iteration 15Q: 3 clusters Score -1443460 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1443691.375000 Penalty: 4617.357910
	Iteration 16Q: 3 clusters Score -1443691 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1443871.625000 Penalty: 4617.357910
	Iteration 17Q: 3 clusters Score -1443872 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1444043.125000 Penalty: 4617.357910
	Iteration 18Q: 3 clusters Score -1444043 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1444181.250000 Penalty: 4617.357910
	Iteration 19Q: 3 clusters Score -1444181 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1444297.750000 Penalty: 4617.357910
	Iteration 20F: 3 clusters Score -1444298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1444373.375000 Penalty: 4617.357910
	Iteration 21Q: 3 clusters Score -1444373 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1444425.000000 Penalty: 4617.357910
	Iteration 22Q: 3 clusters Score -1444425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1444478.625000 Penalty: 4617.357910
	Iteration 23Q: 3 clusters Score -1444479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1444517.125000 Penalty: 4617.357910
	Iteration 24Q: 3 clusters Score -1444517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1444551.000000 Penalty: 4617.357910
	Iteration 25Q: 3 clusters Score -1444551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1444568.500000 Penalty: 4617.357910
	Iteration 26Q: 3 clusters Score -1444568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1444591.375000 Penalty: 4617.357910
	Iteration 27Q: 3 clusters Score -1444591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1444615.500000 Penalty: 4617.357910
	Iteration 28Q: 3 clusters Score -1444616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1444636.500000 Penalty: 4617.357910
	Iteration 29Q: 3 clusters Score -1444636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1444644.875000 Penalty: 4617.357910
	Iteration 30Q: 3 clusters Score -1444645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1444653.750000 Penalty: 4617.357910
	Iteration 31Q: 3 clusters Score -1444654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1444661.000000 Penalty: 4617.357910
	Iteration 32Q: 3 clusters Score -1444661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1444670.875000 Penalty: 4617.357910
	Iteration 33Q: 3 clusters Score -1444671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1444676.125000 Penalty: 4617.357910
	Iteration 34Q: 3 clusters Score -1444676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1444680.000000 Penalty: 4617.357910
	Iteration 35Q: 3 clusters Score -1444680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1444685.375000 Penalty: 4617.357910
	Iteration 36Q: 3 clusters Score -1444685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1444686.625000 Penalty: 4617.357910
	Iteration 37Q: 3 clusters Score -1444687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1444691.875000 Penalty: 4617.357910
	Iteration 38Q: 3 clusters Score -1444692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1444695.125000 Penalty: 4617.357910
	Iteration 39Q: 3 clusters Score -1444695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1444696.750000 Penalty: 4617.357910
	Iteration 40F: 3 clusters Score -1444697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1444698.875000 Penalty: 4617.357910
	Iteration 41Q: 3 clusters Score -1444699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1444700.500000 Penalty: 4617.357910
	Iteration 42Q: 3 clusters Score -1444700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1444701.250000 Penalty: 4617.357910
	Iteration 43Q: 3 clusters Score -1444701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1444702.875000 Penalty: 4617.357910
	Iteration 44Q: 3 clusters Score -1444703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1444708.000000 Penalty: 4617.357910
	Iteration 45Q: 3 clusters Score -1444708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1444712.000000 Penalty: 4617.357910
	Iteration 46Q: 3 clusters Score -1444712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1444713.125000 Penalty: 4617.357910
	Iteration 47Q: 3 clusters Score -1444713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1444713.875000 Penalty: 4617.357910
	Iteration 48Q: 3 clusters Score -1444714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1444717.250000 Penalty: 4617.357910
	Iteration 49Q: 3 clusters Score -1444717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1444717.000000 Penalty: 4617.357910
	Iteration 50Q: 3 clusters Score -1444717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1444717.000000 Penalty: 4617.357910
	Iteration 51F: 3 clusters Score -1444717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Entering Unmasked Estep 
Score: -6001057.000000 Penalty: 2675.203369
	Iteration 0F: 2 clusters Score -6001057 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 24277 members 
Entering Unmasked Estep 
Score: -5968297.500000 Penalty: 5350.406738
	Iteration 0F: 3 clusters Score -5968298 nChanged 22451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -5980894.000000 Penalty: 5350.406738
	Iteration 1F: 3 clusters Score -5980894 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5981530.500000 Penalty: 5350.406738
	Iteration 2Q: 3 clusters Score -5981530 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -5982214.000000 Penalty: 5350.406738
	Iteration 3Q: 3 clusters Score -5982214 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5983030.500000 Penalty: 5350.406738
	Iteration 4Q: 3 clusters Score -5983030 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5984141.500000 Penalty: 5350.406738
	Iteration 5Q: 3 clusters Score -5984142 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5985417.000000 Penalty: 5350.406738
	Iteration 6Q: 3 clusters Score -5985417 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -5986968.000000 Penalty: 5350.406738
	Iteration 7F: 3 clusters Score -5986968 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -5988564.500000 Penalty: 5350.406738
	Iteration 8F: 3 clusters Score -5988564 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -5990013.000000 Penalty: 5350.406738
	Iteration 9Q: 3 clusters Score -5990013 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -5991351.500000 Penalty: 5350.406738
	Iteration 10Q: 3 clusters Score -5991352 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -5992544.000000 Penalty: 5350.406738
	Iteration 11Q: 3 clusters Score -5992544 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -5993643.500000 Penalty: 5350.406738
	Iteration 12Q: 3 clusters Score -5993644 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5994654.000000 Penalty: 5350.406738
	Iteration 13Q: 3 clusters Score -5994654 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5995765.500000 Penalty: 5350.406738
	Iteration 14Q: 3 clusters Score -5995766 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -5996598.000000 Penalty: 5350.406738
	Iteration 15Q: 3 clusters Score -5996598 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -5997192.500000 Penalty: 5350.406738
	Iteration 16Q: 3 clusters Score -5997192 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -5997597.500000 Penalty: 5350.406738
	Iteration 17Q: 3 clusters Score -5997598 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -5997908.500000 Penalty: 5350.406738
	Iteration 18Q: 3 clusters Score -5997908 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5998154.000000 Penalty: 5350.406738
	Iteration 19Q: 3 clusters Score -5998154 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -5998357.500000 Penalty: 5350.406738
	Iteration 20F: 3 clusters Score -5998358 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -5998495.500000 Penalty: 5350.406738
	Iteration 21Q: 3 clusters Score -5998496 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -5998653.500000 Penalty: 5350.406738
	Iteration 22Q: 3 clusters Score -5998654 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -5998743.000000 Penalty: 5350.406738
	Iteration 23Q: 3 clusters Score -5998743 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -5998801.500000 Penalty: 5350.406738
	Iteration 24Q: 3 clusters Score -5998802 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -5998895.500000 Penalty: 5350.406738
	Iteration 25Q: 3 clusters Score -5998896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -5998964.000000 Penalty: 5350.406738
	Iteration 26Q: 3 clusters Score -5998964 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -5999047.000000 Penalty: 5350.406738
	Iteration 27Q: 3 clusters Score -5999047 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5999089.500000 Penalty: 5350.406738
	Iteration 28Q: 3 clusters Score -5999090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -5999127.000000 Penalty: 5350.406738
	Iteration 29Q: 3 clusters Score -5999127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5999153.000000 Penalty: 5350.406738
	Iteration 30Q: 3 clusters Score -5999153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -5999163.500000 Penalty: 5350.406738
	Iteration 31Q: 3 clusters Score -5999164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -5999187.000000 Penalty: 5350.406738
	Iteration 32Q: 3 clusters Score -5999187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -5999202.000000 Penalty: 5350.406738
	Iteration 33Q: 3 clusters Score -5999202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -5999214.500000 Penalty: 5350.406738
	Iteration 34Q: 3 clusters Score -5999214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -5999206.500000 Penalty: 5350.406738
	Iteration 35Q: 3 clusters Score -5999206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -5999224.000000 Penalty: 5350.406738
	Iteration 36Q: 3 clusters Score -5999224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -5999224.500000 Penalty: 5350.406738
	Iteration 37Q: 3 clusters Score -5999224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -5999228.500000 Penalty: 5350.406738
	Iteration 38Q: 3 clusters Score -5999228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -5999230.500000 Penalty: 5350.406738
	Iteration 39Q: 3 clusters Score -5999230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -5999233.000000 Penalty: 5350.406738
	Iteration 40F: 3 clusters Score -5999233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -5999243.500000 Penalty: 5350.406738
	Iteration 41Q: 3 clusters Score -5999244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -5999234.500000 Penalty: 5350.406738
	Iteration 42Q: 3 clusters Score -5999234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -5999236.000000 Penalty: 5350.406738
	Iteration 43Q: 3 clusters Score -5999236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -5999238.500000 Penalty: 5350.406738
	Iteration 44Q: 3 clusters Score -5999238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5999246.000000 Penalty: 5350.406738
	Iteration 45Q: 3 clusters Score -5999246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5999246.500000 Penalty: 5350.406738
	Iteration 46Q: 3 clusters Score -5999246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5999245.500000 Penalty: 5350.406738
	Iteration 47Q: 3 clusters Score -5999246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -5999246.000000 Penalty: 5350.406738
	Iteration 48Q: 3 clusters Score -5999246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5999244.000000 Penalty: 5350.406738
	Iteration 49Q: 3 clusters Score -5999244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -5999244.000000 Penalty: 5350.406738
	Iteration 50Q: 3 clusters Score -5999244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -5999242.500000 Penalty: 5350.406738
	Iteration 51Q: 3 clusters Score -5999242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -5999242.500000 Penalty: 5350.406738
	Iteration 52F: 3 clusters Score -5999242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Entering Unmasked Estep 
Score: -3985334.000000 Penalty: 2553.182373
	Iteration 0F: 2 clusters Score -3985334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3964978.750000 Penalty: 5106.364746
	Iteration 0F: 3 clusters Score -3964979 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3972225.250000 Penalty: 5106.364746
	Iteration 1F: 3 clusters Score -3972225 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3972612.250000 Penalty: 5106.364746
	Iteration 2Q: 3 clusters Score -3972612 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3972978.500000 Penalty: 5106.364746
	Iteration 3Q: 3 clusters Score -3972978 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3973366.750000 Penalty: 5106.364746
	Iteration 4Q: 3 clusters Score -3973367 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3973886.750000 Penalty: 5106.364746
	Iteration 5Q: 3 clusters Score -3973887 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3974654.000000 Penalty: 5106.364746
	Iteration 6Q: 3 clusters Score -3974654 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3975835.750000 Penalty: 5106.364746
	Iteration 7F: 3 clusters Score -3975836 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3977431.000000 Penalty: 5106.364746
	Iteration 8F: 3 clusters Score -3977431 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3979225.250000 Penalty: 5106.364746
	Iteration 9F: 3 clusters Score -3979225 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3980804.250000 Penalty: 5106.364746
	Iteration 10F: 3 clusters Score -3980804 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3981906.500000 Penalty: 5106.364746
	Iteration 11Q: 3 clusters Score -3981906 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3982532.750000 Penalty: 5106.364746
	Iteration 12Q: 3 clusters Score -3982533 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3982821.500000 Penalty: 5106.364746
	Iteration 13Q: 3 clusters Score -3982822 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3982933.750000 Penalty: 5106.364746
	Iteration 14Q: 3 clusters Score -3982934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -3983041.250000 Penalty: 5106.364746
	Iteration 15Q: 3 clusters Score -3983041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3983066.500000 Penalty: 5106.364746
	Iteration 16Q: 3 clusters Score -3983066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3983094.250000 Penalty: 5106.364746
	Iteration 17Q: 3 clusters Score -3983094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -3983102.000000 Penalty: 5106.364746
	Iteration 18Q: 3 clusters Score -3983102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3983112.250000 Penalty: 5106.364746
	Iteration 19Q: 3 clusters Score -3983112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3983116.000000 Penalty: 5106.364746
	Iteration 20F: 3 clusters Score -3983116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3983121.000000 Penalty: 5106.364746
	Iteration 21Q: 3 clusters Score -3983121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3983130.000000 Penalty: 5106.364746
	Iteration 22Q: 3 clusters Score -3983130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3983131.000000 Penalty: 5106.364746
	Iteration 23Q: 3 clusters Score -3983131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -3983138.500000 Penalty: 5106.364746
	Iteration 24Q: 3 clusters Score -3983138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3983145.500000 Penalty: 5106.364746
	Iteration 25Q: 3 clusters Score -3983146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3983145.250000 Penalty: 5106.364746
	Iteration 26Q: 3 clusters Score -3983145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3983145.250000 Penalty: 5106.364746
	Iteration 27F: 3 clusters Score -3983145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Entering Unmasked Estep 
Score: -7245049.500000 Penalty: 2703.619141
	Iteration 0F: 2 clusters Score -7245050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7208594.500000 Penalty: 5407.238281
	Iteration 0F: 3 clusters Score -7208594 nChanged 25100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -7222315.000000 Penalty: 5407.238281
	Iteration 1F: 3 clusters Score -7222315 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -7222887.500000 Penalty: 5407.238281
	Iteration 2Q: 3 clusters Score -7222888 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -7223360.500000 Penalty: 5407.238281
	Iteration 3Q: 3 clusters Score -7223360 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7223962.000000 Penalty: 5407.238281
	Iteration 4Q: 3 clusters Score -7223962 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -7224690.500000 Penalty: 5407.238281
	Iteration 5Q: 3 clusters Score -7224690 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -7225478.000000 Penalty: 5407.238281
	Iteration 6Q: 3 clusters Score -7225478 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -7226466.500000 Penalty: 5407.238281
	Iteration 7Q: 3 clusters Score -7226466 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -7227540.000000 Penalty: 5407.238281
	Iteration 8Q: 3 clusters Score -7227540 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -7228872.500000 Penalty: 5407.238281
	Iteration 9Q: 3 clusters Score -7228872 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -7230261.500000 Penalty: 5407.238281
	Iteration 10Q: 3 clusters Score -7230262 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -7231692.000000 Penalty: 5407.238281
	Iteration 11Q: 3 clusters Score -7231692 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -7233123.000000 Penalty: 5407.238281
	Iteration 12Q: 3 clusters Score -7233123 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -7234279.500000 Penalty: 5407.238281
	Iteration 13Q: 3 clusters Score -7234280 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -7235098.000000 Penalty: 5407.238281
	Iteration 14Q: 3 clusters Score -7235098 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -7235495.500000 Penalty: 5407.238281
	Iteration 15Q: 3 clusters Score -7235496 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -7235810.000000 Penalty: 5407.238281
	Iteration 16Q: 3 clusters Score -7235810 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -7235992.000000 Penalty: 5407.238281
	Iteration 17Q: 3 clusters Score -7235992 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -7236160.500000 Penalty: 5407.238281
	Iteration 18Q: 3 clusters Score -7236160 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -7236324.000000 Penalty: 5407.238281
	Iteration 19Q: 3 clusters Score -7236324 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -7236484.000000 Penalty: 5407.238281
	Iteration 20F: 3 clusters Score -7236484 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -7236690.500000 Penalty: 5407.238281
	Iteration 21Q: 3 clusters Score -7236690 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -7236883.500000 Penalty: 5407.238281
	Iteration 22Q: 3 clusters Score -7236884 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -7237096.500000 Penalty: 5407.238281
	Iteration 23Q: 3 clusters Score -7237096 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -7237287.500000 Penalty: 5407.238281
	Iteration 24Q: 3 clusters Score -7237288 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -7237435.500000 Penalty: 5407.238281
	Iteration 25Q: 3 clusters Score -7237436 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -7237608.500000 Penalty: 5407.238281
	Iteration 26Q: 3 clusters Score -7237608 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -7237831.000000 Penalty: 5407.238281
	Iteration 27Q: 3 clusters Score -7237831 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -7238034.000000 Penalty: 5407.238281
	Iteration 28Q: 3 clusters Score -7238034 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -7238259.500000 Penalty: 5407.238281
	Iteration 29Q: 3 clusters Score -7238260 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -7238524.500000 Penalty: 5407.238281
	Iteration 30Q: 3 clusters Score -7238524 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -7238732.500000 Penalty: 5407.238281
	Iteration 31Q: 3 clusters Score -7238732 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -7238903.000000 Penalty: 5407.238281
	Iteration 32Q: 3 clusters Score -7238903 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -7239084.500000 Penalty: 5407.238281
	Iteration 33Q: 3 clusters Score -7239084 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -7239256.000000 Penalty: 5407.238281
	Iteration 34Q: 3 clusters Score -7239256 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -7239462.500000 Penalty: 5407.238281
	Iteration 35Q: 3 clusters Score -7239462 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -7239644.500000 Penalty: 5407.238281
	Iteration 36Q: 3 clusters Score -7239644 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -7239842.500000 Penalty: 5407.238281
	Iteration 37Q: 3 clusters Score -7239842 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -7240036.000000 Penalty: 5407.238281
	Iteration 38Q: 3 clusters Score -7240036 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -7240183.000000 Penalty: 5407.238281
	Iteration 39Q: 3 clusters Score -7240183 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -7240368.000000 Penalty: 5407.238281
	Iteration 40F: 3 clusters Score -7240368 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -7240568.000000 Penalty: 5407.238281
	Iteration 41Q: 3 clusters Score -7240568 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -7240715.000000 Penalty: 5407.238281
	Iteration 42Q: 3 clusters Score -7240715 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -7240828.500000 Penalty: 5407.238281
	Iteration 43Q: 3 clusters Score -7240828 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -7240989.000000 Penalty: 5407.238281
	Iteration 44Q: 3 clusters Score -7240989 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -7241112.000000 Penalty: 5407.238281
	Iteration 45Q: 3 clusters Score -7241112 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -7241224.500000 Penalty: 5407.238281
	Iteration 46Q: 3 clusters Score -7241224 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -7241355.500000 Penalty: 5407.238281
	Iteration 47Q: 3 clusters Score -7241356 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -7241453.500000 Penalty: 5407.238281
	Iteration 48Q: 3 clusters Score -7241454 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -7241570.500000 Penalty: 5407.238281
	Iteration 49Q: 3 clusters Score -7241570 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -7241644.500000 Penalty: 5407.238281
	Iteration 50Q: 3 clusters Score -7241644 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -7241704.000000 Penalty: 5407.238281
	Iteration 51Q: 3 clusters Score -7241704 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -7241759.500000 Penalty: 5407.238281
	Iteration 52Q: 3 clusters Score -7241760 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -7241832.000000 Penalty: 5407.238281
	Iteration 53Q: 3 clusters Score -7241832 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -7241897.500000 Penalty: 5407.238281
	Iteration 54Q: 3 clusters Score -7241898 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -7241966.000000 Penalty: 5407.238281
	Iteration 55Q: 3 clusters Score -7241966 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -7241998.000000 Penalty: 5407.238281
	Iteration 56Q: 3 clusters Score -7241998 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -7242057.500000 Penalty: 5407.238281
	Iteration 57Q: 3 clusters Score -7242058 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -7242099.000000 Penalty: 5407.238281
	Iteration 58Q: 3 clusters Score -7242099 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -7242132.500000 Penalty: 5407.238281
	Iteration 59Q: 3 clusters Score -7242132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7242175.000000 Penalty: 5407.238281
	Iteration 60F: 3 clusters Score -7242175 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -7242222.500000 Penalty: 5407.238281
	Iteration 61Q: 3 clusters Score -7242222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7242279.000000 Penalty: 5407.238281
	Iteration 62Q: 3 clusters Score -7242279 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -7242314.000000 Penalty: 5407.238281
	Iteration 63Q: 3 clusters Score -7242314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7242388.000000 Penalty: 5407.238281
	Iteration 64Q: 3 clusters Score -7242388 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7242410.000000 Penalty: 5407.238281
	Iteration 65Q: 3 clusters Score -7242410 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7242430.000000 Penalty: 5407.238281
	Iteration 66Q: 3 clusters Score -7242430 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -7242444.500000 Penalty: 5407.238281
	Iteration 67Q: 3 clusters Score -7242444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7242461.000000 Penalty: 5407.238281
	Iteration 68Q: 3 clusters Score -7242461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7242485.000000 Penalty: 5407.238281
	Iteration 69Q: 3 clusters Score -7242485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7242504.500000 Penalty: 5407.238281
	Iteration 70Q: 3 clusters Score -7242504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7242499.500000 Penalty: 5407.238281
	Iteration 71Q: 3 clusters Score -7242500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7242508.500000 Penalty: 5407.238281
	Iteration 72Q: 3 clusters Score -7242508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7242544.000000 Penalty: 5407.238281
	Iteration 73Q: 3 clusters Score -7242544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7242538.500000 Penalty: 5407.238281
	Iteration 74Q: 3 clusters Score -7242538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7242554.000000 Penalty: 5407.238281
	Iteration 75Q: 3 clusters Score -7242554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7242568.000000 Penalty: 5407.238281
	Iteration 76Q: 3 clusters Score -7242568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -7242573.000000 Penalty: 5407.238281
	Iteration 77Q: 3 clusters Score -7242573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7242590.000000 Penalty: 5407.238281
	Iteration 78Q: 3 clusters Score -7242590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7242603.000000 Penalty: 5407.238281
	Iteration 79Q: 3 clusters Score -7242603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7242615.500000 Penalty: 5407.238281
	Iteration 80F: 3 clusters Score -7242616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7242625.500000 Penalty: 5407.238281
	Iteration 81Q: 3 clusters Score -7242626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7242632.500000 Penalty: 5407.238281
	Iteration 82Q: 3 clusters Score -7242632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7242627.000000 Penalty: 5407.238281
	Iteration 83Q: 3 clusters Score -7242627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7242619.500000 Penalty: 5407.238281
	Iteration 84Q: 3 clusters Score -7242620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7242625.500000 Penalty: 5407.238281
	Iteration 85Q: 3 clusters Score -7242626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7242621.000000 Penalty: 5407.238281
	Iteration 86Q: 3 clusters Score -7242621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7242635.000000 Penalty: 5407.238281
	Iteration 87Q: 3 clusters Score -7242635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7242634.000000 Penalty: 5407.238281
	Iteration 88Q: 3 clusters Score -7242634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7242642.000000 Penalty: 5407.238281
	Iteration 89Q: 3 clusters Score -7242642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7242643.500000 Penalty: 5407.238281
	Iteration 90Q: 3 clusters Score -7242644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7242638.500000 Penalty: 5407.238281
	Iteration 91Q: 3 clusters Score -7242638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7242640.000000 Penalty: 5407.238281
	Iteration 92Q: 3 clusters Score -7242640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7242632.000000 Penalty: 5407.238281
	Iteration 93Q: 3 clusters Score -7242632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7242634.000000 Penalty: 5407.238281
	Iteration 94Q: 3 clusters Score -7242634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7242636.000000 Penalty: 5407.238281
	Iteration 95Q: 3 clusters Score -7242636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7242650.000000 Penalty: 5407.238281
	Iteration 96Q: 3 clusters Score -7242650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7242645.500000 Penalty: 5407.238281
	Iteration 97Q: 3 clusters Score -7242646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7242638.500000 Penalty: 5407.238281
	Iteration 98Q: 3 clusters Score -7242638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7242647.500000 Penalty: 5407.238281
	Iteration 99Q: 3 clusters Score -7242648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7242657.000000 Penalty: 5407.238281
	Iteration 100F: 3 clusters Score -7242657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7242664.500000 Penalty: 5407.238281
	Iteration 101Q: 3 clusters Score -7242664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7242656.000000 Penalty: 5407.238281
	Iteration 102Q: 3 clusters Score -7242656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7242658.000000 Penalty: 5407.238281
	Iteration 103Q: 3 clusters Score -7242658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7242664.500000 Penalty: 5407.238281
	Iteration 104Q: 3 clusters Score -7242664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7242676.000000 Penalty: 5407.238281
	Iteration 105Q: 3 clusters Score -7242676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7242674.500000 Penalty: 5407.238281
	Iteration 106Q: 3 clusters Score -7242674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7242674.500000 Penalty: 5407.238281
	Iteration 107Q: 3 clusters Score -7242674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7242682.000000 Penalty: 5407.238281
	Iteration 108Q: 3 clusters Score -7242682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7242677.000000 Penalty: 5407.238281
	Iteration 109Q: 3 clusters Score -7242677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7242674.000000 Penalty: 5407.238281
	Iteration 110Q: 3 clusters Score -7242674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7242670.000000 Penalty: 5407.238281
	Iteration 111Q: 3 clusters Score -7242670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7242682.500000 Penalty: 5407.238281
	Iteration 112Q: 3 clusters Score -7242682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7242678.000000 Penalty: 5407.238281
	Iteration 113Q: 3 clusters Score -7242678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7242674.000000 Penalty: 5407.238281
	Iteration 114Q: 3 clusters Score -7242674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7242680.000000 Penalty: 5407.238281
	Iteration 115Q: 3 clusters Score -7242680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7242683.500000 Penalty: 5407.238281
	Iteration 116Q: 3 clusters Score -7242684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7242687.500000 Penalty: 5407.238281
	Iteration 117Q: 3 clusters Score -7242688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7242684.500000 Penalty: 5407.238281
	Iteration 118Q: 3 clusters Score -7242684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7242684.500000 Penalty: 5407.238281
	Iteration 119F: 3 clusters Score -7242684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26907.894531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -26907.89 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 138 members 
Entering Unmasked Estep 
Score: -25740.511719 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -25740.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25834.765625 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -25834.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25857.201172 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -25857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25858.984375 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -25858.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25858.984375 Penalty: 2805.372070
	Iteration 4F: 3 clusters Score -25858.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Entering Unmasked Estep 
Score: -20222616.000000 Penalty: 2959.099609
	Iteration 0F: 2 clusters Score -2.022262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -20121470.000000 Penalty: 5918.199219
	Iteration 0F: 3 clusters Score -2.012147e+07 nChanged 72577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -20164254.000000 Penalty: 5918.199219
	Iteration 1F: 3 clusters Score -2.016425e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -20165726.000000 Penalty: 5918.199219
	Iteration 2Q: 3 clusters Score -2.016573e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -20167642.000000 Penalty: 5918.199219
	Iteration 3Q: 3 clusters Score -2.016764e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -20170426.000000 Penalty: 5918.199219
	Iteration 4Q: 3 clusters Score -2.017043e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -20174518.000000 Penalty: 5918.199219
	Iteration 5F: 3 clusters Score -2.017452e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -20180078.000000 Penalty: 5918.199219
	Iteration 6F: 3 clusters Score -2.018008e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106839 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -20186278.000000 Penalty: 5918.199219
	Iteration 7F: 3 clusters Score -2.018628e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114395 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -20193072.000000 Penalty: 5918.199219
	Iteration 8F: 3 clusters Score -2.019307e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121352 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -20199098.000000 Penalty: 5918.199219
	Iteration 9F: 3 clusters Score -2.01991e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127331 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -20204352.000000 Penalty: 5918.199219
	Iteration 10Q: 3 clusters Score -2.020435e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132015 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -20208152.000000 Penalty: 5918.199219
	Iteration 11Q: 3 clusters Score -2.020815e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135617 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -20210914.000000 Penalty: 5918.199219
	Iteration 12Q: 3 clusters Score -2.021091e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138501 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -20212964.000000 Penalty: 5918.199219
	Iteration 13Q: 3 clusters Score -2.021296e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140940 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -20214326.000000 Penalty: 5918.199219
	Iteration 14Q: 3 clusters Score -2.021433e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143010 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -20215588.000000 Penalty: 5918.199219
	Iteration 15Q: 3 clusters Score -2.021559e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144803 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -20216552.000000 Penalty: 5918.199219
	Iteration 16Q: 3 clusters Score -2.021655e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -20217572.000000 Penalty: 5918.199219
	Iteration 17Q: 3 clusters Score -2.021757e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -20218274.000000 Penalty: 5918.199219
	Iteration 18Q: 3 clusters Score -2.021827e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148439 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -20218864.000000 Penalty: 5918.199219
	Iteration 19Q: 3 clusters Score -2.021886e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -20219300.000000 Penalty: 5918.199219
	Iteration 20F: 3 clusters Score -2.02193e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149596 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -20219610.000000 Penalty: 5918.199219
	Iteration 21Q: 3 clusters Score -2.021961e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149906 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -20219846.000000 Penalty: 5918.199219
	Iteration 22Q: 3 clusters Score -2.021985e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150121 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -20220076.000000 Penalty: 5918.199219
	Iteration 23Q: 3 clusters Score -2.022008e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150265 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -20220238.000000 Penalty: 5918.199219
	Iteration 24Q: 3 clusters Score -2.022024e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150373 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -20220352.000000 Penalty: 5918.199219
	Iteration 25Q: 3 clusters Score -2.022035e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150451 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -20220428.000000 Penalty: 5918.199219
	Iteration 26Q: 3 clusters Score -2.022043e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150513 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -20220476.000000 Penalty: 5918.199219
	Iteration 27Q: 3 clusters Score -2.022048e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150566 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20220498.000000 Penalty: 5918.199219
	Iteration 28Q: 3 clusters Score -2.02205e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150610 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -20220506.000000 Penalty: 5918.199219
	Iteration 29Q: 3 clusters Score -2.022051e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150624 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -20220520.000000 Penalty: 5918.199219
	Iteration 30Q: 3 clusters Score -2.022052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150645 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20220528.000000 Penalty: 5918.199219
	Iteration 31Q: 3 clusters Score -2.022053e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20220560.000000 Penalty: 5918.199219
	Iteration 32Q: 3 clusters Score -2.022056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150669 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20220570.000000 Penalty: 5918.199219
	Iteration 33Q: 3 clusters Score -2.022057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150676 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -20220560.000000 Penalty: 5918.199219
	Iteration 34Q: 3 clusters Score -2.022056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20220588.000000 Penalty: 5918.199219
	Iteration 35Q: 3 clusters Score -2.022059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150693 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20220594.000000 Penalty: 5918.199219
	Iteration 36Q: 3 clusters Score -2.022059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -20220602.000000 Penalty: 5918.199219
	Iteration 37Q: 3 clusters Score -2.02206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -20220596.000000 Penalty: 5918.199219
	Iteration 38Q: 3 clusters Score -2.02206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20220592.000000 Penalty: 5918.199219
	Iteration 39Q: 3 clusters Score -2.022059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150712 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20220600.000000 Penalty: 5918.199219
	Iteration 40F: 3 clusters Score -2.02206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20220590.000000 Penalty: 5918.199219
	Iteration 41Q: 3 clusters Score -2.022059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150722 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -20220584.000000 Penalty: 5918.199219
	Iteration 42Q: 3 clusters Score -2.022058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20220580.000000 Penalty: 5918.199219
	Iteration 43Q: 3 clusters Score -2.022058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150730 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20220584.000000 Penalty: 5918.199219
	Iteration 44Q: 3 clusters Score -2.022058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150733 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -20220584.000000 Penalty: 5918.199219
	Iteration 45Q: 3 clusters Score -2.022058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150735 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20220590.000000 Penalty: 5918.199219
	Iteration 46Q: 3 clusters Score -2.022059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150732 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20220598.000000 Penalty: 5918.199219
	Iteration 47Q: 3 clusters Score -2.02206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150732 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20220598.000000 Penalty: 5918.199219
	Iteration 48F: 3 clusters Score -2.02206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Entering Unmasked Estep 
Score: -8700744.000000 Penalty: 2748.439941
	Iteration 0F: 2 clusters Score -8700744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -8657166.000000 Penalty: 5496.879883
	Iteration 0F: 3 clusters Score -8657166 nChanged 30249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -8674498.000000 Penalty: 5496.879883
	Iteration 1F: 3 clusters Score -8674498 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -8675229.000000 Penalty: 5496.879883
	Iteration 2Q: 3 clusters Score -8675229 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -8676091.000000 Penalty: 5496.879883
	Iteration 3Q: 3 clusters Score -8676091 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -8677343.000000 Penalty: 5496.879883
	Iteration 4Q: 3 clusters Score -8677343 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -8679326.000000 Penalty: 5496.879883
	Iteration 5F: 3 clusters Score -8679326 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -8682472.000000 Penalty: 5496.879883
	Iteration 6F: 3 clusters Score -8682472 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -8687073.000000 Penalty: 5496.879883
	Iteration 7F: 3 clusters Score -8687073 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -8692281.000000 Penalty: 5496.879883
	Iteration 8F: 3 clusters Score -8692281 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -8696131.000000 Penalty: 5496.879883
	Iteration 9F: 3 clusters Score -8696131 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8697999.000000 Penalty: 5496.879883
	Iteration 10Q: 3 clusters Score -8697999 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8698847.000000 Penalty: 5496.879883
	Iteration 11Q: 3 clusters Score -8698847 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8699184.000000 Penalty: 5496.879883
	Iteration 12Q: 3 clusters Score -8699184 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8699321.000000 Penalty: 5496.879883
	Iteration 13Q: 3 clusters Score -8699321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8699392.000000 Penalty: 5496.879883
	Iteration 14Q: 3 clusters Score -8699392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8699429.000000 Penalty: 5496.879883
	Iteration 15Q: 3 clusters Score -8699429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8699454.000000 Penalty: 5496.879883
	Iteration 16Q: 3 clusters Score -8699454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8699474.000000 Penalty: 5496.879883
	Iteration 17Q: 3 clusters Score -8699474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8699487.000000 Penalty: 5496.879883
	Iteration 18Q: 3 clusters Score -8699487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8699490.000000 Penalty: 5496.879883
	Iteration 19Q: 3 clusters Score -8699490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8699509.000000 Penalty: 5496.879883
	Iteration 20F: 3 clusters Score -8699509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8699520.000000 Penalty: 5496.879883
	Iteration 21Q: 3 clusters Score -8699520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8699537.000000 Penalty: 5496.879883
	Iteration 22Q: 3 clusters Score -8699537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8699542.000000 Penalty: 5496.879883
	Iteration 23Q: 3 clusters Score -8699542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8699551.000000 Penalty: 5496.879883
	Iteration 24Q: 3 clusters Score -8699551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8699571.000000 Penalty: 5496.879883
	Iteration 25Q: 3 clusters Score -8699571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8699579.000000 Penalty: 5496.879883
	Iteration 26Q: 3 clusters Score -8699579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8699581.000000 Penalty: 5496.879883
	Iteration 27Q: 3 clusters Score -8699581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8699585.000000 Penalty: 5496.879883
	Iteration 28Q: 3 clusters Score -8699585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8699589.000000 Penalty: 5496.879883
	Iteration 29Q: 3 clusters Score -8699589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8699598.000000 Penalty: 5496.879883
	Iteration 30Q: 3 clusters Score -8699598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8699598.000000 Penalty: 5496.879883
	Iteration 31Q: 3 clusters Score -8699598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8699601.000000 Penalty: 5496.879883
	Iteration 32Q: 3 clusters Score -8699601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8699608.000000 Penalty: 5496.879883
	Iteration 33Q: 3 clusters Score -8699608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8699606.000000 Penalty: 5496.879883
	Iteration 34Q: 3 clusters Score -8699606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8699609.000000 Penalty: 5496.879883
	Iteration 35Q: 3 clusters Score -8699609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8699617.000000 Penalty: 5496.879883
	Iteration 36Q: 3 clusters Score -8699617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8699618.000000 Penalty: 5496.879883
	Iteration 37Q: 3 clusters Score -8699618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8699623.000000 Penalty: 5496.879883
	Iteration 38Q: 3 clusters Score -8699623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8699618.000000 Penalty: 5496.879883
	Iteration 39Q: 3 clusters Score -8699618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8699618.000000 Penalty: 5496.879883
	Iteration 40F: 3 clusters Score -8699618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8699623.000000 Penalty: 5496.879883
	Iteration 41Q: 3 clusters Score -8699623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8699621.000000 Penalty: 5496.879883
	Iteration 42Q: 3 clusters Score -8699621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8699621.000000 Penalty: 5496.879883
	Iteration 43F: 3 clusters Score -8699621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Entering Unmasked Estep 
Score: -3779233.000000 Penalty: 2540.411865
	Iteration 0F: 2 clusters Score -3779233 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 14025 members 
Entering Unmasked Estep 
Score: -3759862.250000 Penalty: 5080.823730
	Iteration 0F: 3 clusters Score -3759862 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3766806.000000 Penalty: 5080.823730
	Iteration 1F: 3 clusters Score -3766806 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3767509.750000 Penalty: 5080.823730
	Iteration 2F: 3 clusters Score -3767510 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3768329.750000 Penalty: 5080.823730
	Iteration 3F: 3 clusters Score -3768330 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3769229.000000 Penalty: 5080.823730
	Iteration 4F: 3 clusters Score -3769229 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3770148.250000 Penalty: 5080.823730
	Iteration 5F: 3 clusters Score -3770148 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3771174.750000 Penalty: 5080.823730
	Iteration 6F: 3 clusters Score -3771175 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -3772305.750000 Penalty: 5080.823730
	Iteration 7F: 3 clusters Score -3772306 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3773444.000000 Penalty: 5080.823730
	Iteration 8F: 3 clusters Score -3773444 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3774405.750000 Penalty: 5080.823730
	Iteration 9F: 3 clusters Score -3774406 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3775259.750000 Penalty: 5080.823730
	Iteration 10Q: 3 clusters Score -3775260 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3775975.250000 Penalty: 5080.823730
	Iteration 11Q: 3 clusters Score -3775975 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3776496.750000 Penalty: 5080.823730
	Iteration 12Q: 3 clusters Score -3776497 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3776910.500000 Penalty: 5080.823730
	Iteration 13Q: 3 clusters Score -3776910 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3777270.500000 Penalty: 5080.823730
	Iteration 14Q: 3 clusters Score -3777270 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3777580.250000 Penalty: 5080.823730
	Iteration 15Q: 3 clusters Score -3777580 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3777833.500000 Penalty: 5080.823730
	Iteration 16Q: 3 clusters Score -3777834 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3778049.750000 Penalty: 5080.823730
	Iteration 17Q: 3 clusters Score -3778050 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3778256.250000 Penalty: 5080.823730
	Iteration 18Q: 3 clusters Score -3778256 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3778420.500000 Penalty: 5080.823730
	Iteration 19Q: 3 clusters Score -3778420 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3778553.250000 Penalty: 5080.823730
	Iteration 20F: 3 clusters Score -3778553 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3778642.000000 Penalty: 5080.823730
	Iteration 21Q: 3 clusters Score -3778642 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3778712.500000 Penalty: 5080.823730
	Iteration 22Q: 3 clusters Score -3778712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3778792.000000 Penalty: 5080.823730
	Iteration 23Q: 3 clusters Score -3778792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3778838.750000 Penalty: 5080.823730
	Iteration 24Q: 3 clusters Score -3778839 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3778861.000000 Penalty: 5080.823730
	Iteration 25Q: 3 clusters Score -3778861 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3778891.500000 Penalty: 5080.823730
	Iteration 26Q: 3 clusters Score -3778892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3778907.250000 Penalty: 5080.823730
	Iteration 27Q: 3 clusters Score -3778907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3778926.500000 Penalty: 5080.823730
	Iteration 28Q: 3 clusters Score -3778926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3778921.750000 Penalty: 5080.823730
	Iteration 29Q: 3 clusters Score -3778922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3778928.750000 Penalty: 5080.823730
	Iteration 30Q: 3 clusters Score -3778929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3778929.750000 Penalty: 5080.823730
	Iteration 31Q: 3 clusters Score -3778930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3778933.500000 Penalty: 5080.823730
	Iteration 32Q: 3 clusters Score -3778934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3778939.000000 Penalty: 5080.823730
	Iteration 33Q: 3 clusters Score -3778939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3778941.750000 Penalty: 5080.823730
	Iteration 34Q: 3 clusters Score -3778942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3778942.250000 Penalty: 5080.823730
	Iteration 35Q: 3 clusters Score -3778942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3778945.250000 Penalty: 5080.823730
	Iteration 36Q: 3 clusters Score -3778945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3778943.750000 Penalty: 5080.823730
	Iteration 37Q: 3 clusters Score -3778944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3778943.750000 Penalty: 5080.823730
	Iteration 38F: 3 clusters Score -3778944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -78586.453125 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -78586.45 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 351 members 
Entering Unmasked Estep 
Score: -76929.648438 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -76929.65 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77383.750000 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -77383.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77674.289062 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -77674.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78012.929688 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -78012.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78322.468750 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -78322.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78698.968750 Penalty: 3270.149902
	Iteration 5F: 3 clusters Score -78698.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78937.351562 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -78937.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79145.718750 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -79145.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79178.023438 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -79178.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79178.023438 Penalty: 3270.149902
	Iteration 9F: 3 clusters Score -79178.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179923 members 
Mstep: Class 3 contains 86301 members 
Mstep: Class 4 contains 221470 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9624 members 
Mstep: Class 14 contains 11039 members 
Mstep: Class 15 contains 48393 members 
Mstep: Class 16 contains 29587 members 
Mstep: Class 17 contains 54268 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152033 members 
Mstep: Class 20 contains 65018 members 
Mstep: Class 21 contains 28102 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 12692 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56376 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 432 members 
Entering Unmasked Estep 
Score: -133240104.000000 Penalty: 102991.429688
Splitting cluster 22 changes total score from -133241112.000000 to -133240104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -1008637.250000 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -1008637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1002249.062500 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -1002249 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1004084.250000 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -1004084 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1004536.375000 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -1004536 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1004897.375000 Penalty: 4457.215332
	Iteration 3F: 3 clusters Score -1004897 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1005220.062500 Penalty: 4457.215332
	Iteration 4F: 3 clusters Score -1005220 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1005553.437500 Penalty: 4457.215332
	Iteration 5F: 3 clusters Score -1005553 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1005842.937500 Penalty: 4457.215332
	Iteration 6F: 3 clusters Score -1005843 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1006106.000000 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -1006106 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1006363.312500 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -1006363 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1006556.562500 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -1006557 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1006750.625000 Penalty: 4457.215332
	Iteration 10Q: 3 clusters Score -1006751 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1006944.687500 Penalty: 4457.215332
	Iteration 11Q: 3 clusters Score -1006945 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1007076.187500 Penalty: 4457.215332
	Iteration 12Q: 3 clusters Score -1007076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1007174.750000 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -1007175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1007220.500000 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -1007220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1007250.500000 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -1007250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1007272.062500 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -1007272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1007284.250000 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -1007284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1007292.750000 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -1007293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1007296.687500 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -1007297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1007298.562500 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -1007299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1007299.437500 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -1007299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1007301.562500 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -1007302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1007302.062500 Penalty: 4457.215332
	Iteration 23Q: 3 clusters Score -1007302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1007302.812500 Penalty: 4457.215332
	Iteration 24Q: 3 clusters Score -1007303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1007304.687500 Penalty: 4457.215332
	Iteration 25Q: 3 clusters Score -1007305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1007304.250000 Penalty: 4457.215332
	Iteration 26Q: 3 clusters Score -1007304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1007304.500000 Penalty: 4457.215332
	Iteration 27Q: 3 clusters Score -1007304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1007305.375000 Penalty: 4457.215332
	Iteration 28Q: 3 clusters Score -1007305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1007305.125000 Penalty: 4457.215332
	Iteration 29Q: 3 clusters Score -1007305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1007305.250000 Penalty: 4457.215332
	Iteration 30Q: 3 clusters Score -1007305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1007306.937500 Penalty: 4457.215332
	Iteration 31Q: 3 clusters Score -1007307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1007306.437500 Penalty: 4457.215332
	Iteration 32Q: 3 clusters Score -1007306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1007306.812500 Penalty: 4457.215332
	Iteration 33Q: 3 clusters Score -1007307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1007306.812500 Penalty: 4457.215332
	Iteration 34F: 3 clusters Score -1007307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -679641.625000 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -679641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -674874.312500 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -674874.3 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -676085.187500 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -676085.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -676401.687500 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -676401.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -676714.250000 Penalty: 4262.792480
	Iteration 3F: 3 clusters Score -676714.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -677004.562500 Penalty: 4262.792480
	Iteration 4F: 3 clusters Score -677004.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -677300.562500 Penalty: 4262.792480
	Iteration 5F: 3 clusters Score -677300.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -677543.687500 Penalty: 4262.792480
	Iteration 6F: 3 clusters Score -677543.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -677730.750000 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -677730.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -677892.937500 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -677892.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -677985.750000 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -677985.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -678059.937500 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -678059.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -678115.375000 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -678115.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -678157.062500 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -678157.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -678186.500000 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -678186.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -678202.187500 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -678202.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -678217.625000 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -678217.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -678234.375000 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -678234.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -678252.750000 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -678252.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -678265.250000 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -678265.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -678276.875000 Penalty: 4262.792480
	Iteration 19Q: 3 clusters Score -678276.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -678292.000000 Penalty: 4262.792480
	Iteration 20F: 3 clusters Score -678292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -678311.312500 Penalty: 4262.792480
	Iteration 21Q: 3 clusters Score -678311.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -678332.062500 Penalty: 4262.792480
	Iteration 22Q: 3 clusters Score -678332.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -678350.875000 Penalty: 4262.792480
	Iteration 23Q: 3 clusters Score -678350.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -678364.312500 Penalty: 4262.792480
	Iteration 24Q: 3 clusters Score -678364.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -678380.312500 Penalty: 4262.792480
	Iteration 25Q: 3 clusters Score -678380.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -678388.750000 Penalty: 4262.792480
	Iteration 26Q: 3 clusters Score -678388.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -678400.687500 Penalty: 4262.792480
	Iteration 27Q: 3 clusters Score -678400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -678410.312500 Penalty: 4262.792480
	Iteration 28Q: 3 clusters Score -678410.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -678414.750000 Penalty: 4262.792480
	Iteration 29Q: 3 clusters Score -678414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -678419.562500 Penalty: 4262.792480
	Iteration 30Q: 3 clusters Score -678419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -678421.312500 Penalty: 4262.792480
	Iteration 31Q: 3 clusters Score -678421.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -678425.812500 Penalty: 4262.792480
	Iteration 32Q: 3 clusters Score -678425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -678427.250000 Penalty: 4262.792480
	Iteration 33Q: 3 clusters Score -678427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -678429.562500 Penalty: 4262.792480
	Iteration 34Q: 3 clusters Score -678429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -678431.500000 Penalty: 4262.792480
	Iteration 35Q: 3 clusters Score -678431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -678432.625000 Penalty: 4262.792480
	Iteration 36Q: 3 clusters Score -678432.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -678432.625000 Penalty: 4262.792480
	Iteration 37F: 3 clusters Score -678432.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Entering Unmasked Estep 
Score: -1670567.750000 Penalty: 2343.284424
	Iteration 0F: 2 clusters Score -1670568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1661145.250000 Penalty: 4686.568848
	Iteration 0F: 3 clusters Score -1661145 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1664020.875000 Penalty: 4686.568848
	Iteration 1F: 3 clusters Score -1664021 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1664392.500000 Penalty: 4686.568848
	Iteration 2F: 3 clusters Score -1664392 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1664763.375000 Penalty: 4686.568848
	Iteration 3F: 3 clusters Score -1664763 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1665227.250000 Penalty: 4686.568848
	Iteration 4F: 3 clusters Score -1665227 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1665821.750000 Penalty: 4686.568848
	Iteration 5F: 3 clusters Score -1665822 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1666587.750000 Penalty: 4686.568848
	Iteration 6F: 3 clusters Score -1666588 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1667590.375000 Penalty: 4686.568848
	Iteration 7F: 3 clusters Score -1667590 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1668564.625000 Penalty: 4686.568848
	Iteration 8F: 3 clusters Score -1668565 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1669168.750000 Penalty: 4686.568848
	Iteration 9F: 3 clusters Score -1669169 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1669561.375000 Penalty: 4686.568848
	Iteration 10Q: 3 clusters Score -1669561 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1669862.875000 Penalty: 4686.568848
	Iteration 11Q: 3 clusters Score -1669863 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1670112.125000 Penalty: 4686.568848
	Iteration 12Q: 3 clusters Score -1670112 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1670304.500000 Penalty: 4686.568848
	Iteration 13Q: 3 clusters Score -1670304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1670404.375000 Penalty: 4686.568848
	Iteration 14Q: 3 clusters Score -1670404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1670444.250000 Penalty: 4686.568848
	Iteration 15Q: 3 clusters Score -1670444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1670456.500000 Penalty: 4686.568848
	Iteration 16Q: 3 clusters Score -1670456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1670462.000000 Penalty: 4686.568848
	Iteration 17Q: 3 clusters Score -1670462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1670466.125000 Penalty: 4686.568848
	Iteration 18Q: 3 clusters Score -1670466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1670467.500000 Penalty: 4686.568848
	Iteration 19Q: 3 clusters Score -1670468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1670470.500000 Penalty: 4686.568848
	Iteration 20F: 3 clusters Score -1670470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1670471.750000 Penalty: 4686.568848
	Iteration 21Q: 3 clusters Score -1670472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1670471.750000 Penalty: 4686.568848
	Iteration 22F: 3 clusters Score -1670472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -278250.343750 Penalty: 1900.291992
	Iteration 0F: 2 clusters Score -278250.3 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 1123 members 
Entering Unmasked Estep 
Score: -275555.343750 Penalty: 3800.583984
	Iteration 0F: 3 clusters Score -275555.3 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -276065.718750 Penalty: 3800.583984
	Iteration 1F: 3 clusters Score -276065.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -276169.000000 Penalty: 3800.583984
	Iteration 2F: 3 clusters Score -276169 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -276232.406250 Penalty: 3800.583984
	Iteration 3Q: 3 clusters Score -276232.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -276278.250000 Penalty: 3800.583984
	Iteration 4Q: 3 clusters Score -276278.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276305.312500 Penalty: 3800.583984
	Iteration 5Q: 3 clusters Score -276305.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -276324.656250 Penalty: 3800.583984
	Iteration 6Q: 3 clusters Score -276324.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -276345.687500 Penalty: 3800.583984
	Iteration 7Q: 3 clusters Score -276345.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -276360.750000 Penalty: 3800.583984
	Iteration 8Q: 3 clusters Score -276360.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -276368.625000 Penalty: 3800.583984
	Iteration 9Q: 3 clusters Score -276368.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -276372.312500 Penalty: 3800.583984
	Iteration 10Q: 3 clusters Score -276372.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -276376.625000 Penalty: 3800.583984
	Iteration 11Q: 3 clusters Score -276376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -276381.375000 Penalty: 3800.583984
	Iteration 12Q: 3 clusters Score -276381.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -276386.906250 Penalty: 3800.583984
	Iteration 13Q: 3 clusters Score -276386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -276390.437500 Penalty: 3800.583984
	Iteration 14Q: 3 clusters Score -276390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -276392.156250 Penalty: 3800.583984
	Iteration 15Q: 3 clusters Score -276392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -276393.937500 Penalty: 3800.583984
	Iteration 16Q: 3 clusters Score -276393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -276396.187500 Penalty: 3800.583984
	Iteration 17Q: 3 clusters Score -276396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -276398.625000 Penalty: 3800.583984
	Iteration 18Q: 3 clusters Score -276398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -276400.531250 Penalty: 3800.583984
	Iteration 19Q: 3 clusters Score -276400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -276402.093750 Penalty: 3800.583984
	Iteration 20F: 3 clusters Score -276402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Entering Unmasked Estep 
Score: -7406439.500000 Penalty: 2713.070068
	Iteration 0F: 2 clusters Score -7406440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -7368518.500000 Penalty: 5426.140137
	Iteration 0F: 3 clusters Score -7368518 nChanged 26129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -7383156.000000 Penalty: 5426.140137
	Iteration 1F: 3 clusters Score -7383156 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -7383930.500000 Penalty: 5426.140137
	Iteration 2Q: 3 clusters Score -7383930 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -7384735.000000 Penalty: 5426.140137
	Iteration 3Q: 3 clusters Score -7384735 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -7385941.000000 Penalty: 5426.140137
	Iteration 4Q: 3 clusters Score -7385941 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -7387741.000000 Penalty: 5426.140137
	Iteration 5F: 3 clusters Score -7387741 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -7390242.500000 Penalty: 5426.140137
	Iteration 6F: 3 clusters Score -7390242 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -7393260.000000 Penalty: 5426.140137
	Iteration 7F: 3 clusters Score -7393260 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -7396408.500000 Penalty: 5426.140137
	Iteration 8F: 3 clusters Score -7396408 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -7399133.000000 Penalty: 5426.140137
	Iteration 9F: 3 clusters Score -7399133 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -7401148.500000 Penalty: 5426.140137
	Iteration 10Q: 3 clusters Score -7401148 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -7402049.500000 Penalty: 5426.140137
	Iteration 11Q: 3 clusters Score -7402050 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -7402506.500000 Penalty: 5426.140137
	Iteration 12Q: 3 clusters Score -7402506 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -7402794.000000 Penalty: 5426.140137
	Iteration 13Q: 3 clusters Score -7402794 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -7402960.500000 Penalty: 5426.140137
	Iteration 14Q: 3 clusters Score -7402960 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -7403098.500000 Penalty: 5426.140137
	Iteration 15Q: 3 clusters Score -7403098 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -7403209.500000 Penalty: 5426.140137
	Iteration 16Q: 3 clusters Score -7403210 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -7403326.500000 Penalty: 5426.140137
	Iteration 17Q: 3 clusters Score -7403326 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -7403384.000000 Penalty: 5426.140137
	Iteration 18Q: 3 clusters Score -7403384 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -7403474.500000 Penalty: 5426.140137
	Iteration 19Q: 3 clusters Score -7403474 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -7403527.500000 Penalty: 5426.140137
	Iteration 20F: 3 clusters Score -7403528 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -7403616.000000 Penalty: 5426.140137
	Iteration 21Q: 3 clusters Score -7403616 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -7403670.000000 Penalty: 5426.140137
	Iteration 22Q: 3 clusters Score -7403670 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -7403739.000000 Penalty: 5426.140137
	Iteration 23Q: 3 clusters Score -7403739 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -7403812.500000 Penalty: 5426.140137
	Iteration 24Q: 3 clusters Score -7403812 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -7403833.000000 Penalty: 5426.140137
	Iteration 25Q: 3 clusters Score -7403833 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -7403896.000000 Penalty: 5426.140137
	Iteration 26Q: 3 clusters Score -7403896 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -7403908.000000 Penalty: 5426.140137
	Iteration 27Q: 3 clusters Score -7403908 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -7403956.000000 Penalty: 5426.140137
	Iteration 28Q: 3 clusters Score -7403956 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -7403975.000000 Penalty: 5426.140137
	Iteration 29Q: 3 clusters Score -7403975 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -7404036.000000 Penalty: 5426.140137
	Iteration 30Q: 3 clusters Score -7404036 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -7404061.000000 Penalty: 5426.140137
	Iteration 31Q: 3 clusters Score -7404061 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -7404121.500000 Penalty: 5426.140137
	Iteration 32Q: 3 clusters Score -7404122 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -7404145.000000 Penalty: 5426.140137
	Iteration 33Q: 3 clusters Score -7404145 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -7404169.500000 Penalty: 5426.140137
	Iteration 34Q: 3 clusters Score -7404170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -7404188.000000 Penalty: 5426.140137
	Iteration 35Q: 3 clusters Score -7404188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -7404212.500000 Penalty: 5426.140137
	Iteration 36Q: 3 clusters Score -7404212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -7404222.500000 Penalty: 5426.140137
	Iteration 37Q: 3 clusters Score -7404222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -7404262.000000 Penalty: 5426.140137
	Iteration 38Q: 3 clusters Score -7404262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7404279.000000 Penalty: 5426.140137
	Iteration 39Q: 3 clusters Score -7404279 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -7404286.000000 Penalty: 5426.140137
	Iteration 40F: 3 clusters Score -7404286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -7404307.000000 Penalty: 5426.140137
	Iteration 41Q: 3 clusters Score -7404307 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -7404318.000000 Penalty: 5426.140137
	Iteration 42Q: 3 clusters Score -7404318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -7404328.500000 Penalty: 5426.140137
	Iteration 43Q: 3 clusters Score -7404328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -7404345.500000 Penalty: 5426.140137
	Iteration 44Q: 3 clusters Score -7404346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -7404354.000000 Penalty: 5426.140137
	Iteration 45Q: 3 clusters Score -7404354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -7404362.000000 Penalty: 5426.140137
	Iteration 46Q: 3 clusters Score -7404362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -7404354.000000 Penalty: 5426.140137
	Iteration 47Q: 3 clusters Score -7404354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -7404373.000000 Penalty: 5426.140137
	Iteration 48Q: 3 clusters Score -7404373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -7404392.500000 Penalty: 5426.140137
	Iteration 49Q: 3 clusters Score -7404392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -7404394.500000 Penalty: 5426.140137
	Iteration 50Q: 3 clusters Score -7404394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -7404413.500000 Penalty: 5426.140137
	Iteration 51Q: 3 clusters Score -7404414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -7404407.000000 Penalty: 5426.140137
	Iteration 52Q: 3 clusters Score -7404407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -7404422.500000 Penalty: 5426.140137
	Iteration 53Q: 3 clusters Score -7404422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -7404428.000000 Penalty: 5426.140137
	Iteration 54Q: 3 clusters Score -7404428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7404424.000000 Penalty: 5426.140137
	Iteration 55Q: 3 clusters Score -7404424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -7404433.500000 Penalty: 5426.140137
	Iteration 56Q: 3 clusters Score -7404434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7404428.000000 Penalty: 5426.140137
	Iteration 57Q: 3 clusters Score -7404428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -7404422.500000 Penalty: 5426.140137
	Iteration 58Q: 3 clusters Score -7404422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -7404441.000000 Penalty: 5426.140137
	Iteration 59Q: 3 clusters Score -7404441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -7404441.500000 Penalty: 5426.140137
	Iteration 60F: 3 clusters Score -7404442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -7404444.000000 Penalty: 5426.140137
	Iteration 61Q: 3 clusters Score -7404444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -7404441.000000 Penalty: 5426.140137
	Iteration 62Q: 3 clusters Score -7404441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -7404441.500000 Penalty: 5426.140137
	Iteration 63Q: 3 clusters Score -7404442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -7404447.000000 Penalty: 5426.140137
	Iteration 64Q: 3 clusters Score -7404447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -7404456.000000 Penalty: 5426.140137
	Iteration 65Q: 3 clusters Score -7404456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -7404449.500000 Penalty: 5426.140137
	Iteration 66Q: 3 clusters Score -7404450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -7404456.000000 Penalty: 5426.140137
	Iteration 67Q: 3 clusters Score -7404456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -7404451.500000 Penalty: 5426.140137
	Iteration 68Q: 3 clusters Score -7404452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -7404456.000000 Penalty: 5426.140137
	Iteration 69Q: 3 clusters Score -7404456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -7404454.000000 Penalty: 5426.140137
	Iteration 70Q: 3 clusters Score -7404454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -7404465.000000 Penalty: 5426.140137
	Iteration 71Q: 3 clusters Score -7404465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7404452.000000 Penalty: 5426.140137
	Iteration 72Q: 3 clusters Score -7404452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -7404465.000000 Penalty: 5426.140137
	Iteration 73Q: 3 clusters Score -7404465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -7404460.000000 Penalty: 5426.140137
	Iteration 74Q: 3 clusters Score -7404460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -7404459.500000 Penalty: 5426.140137
	Iteration 75Q: 3 clusters Score -7404460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -7404463.500000 Penalty: 5426.140137
	Iteration 76Q: 3 clusters Score -7404464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -7404466.000000 Penalty: 5426.140137
	Iteration 77Q: 3 clusters Score -7404466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -7404466.000000 Penalty: 5426.140137
	Iteration 78F: 3 clusters Score -7404466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 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 307 members 
Entering Unmasked Estep 
Score: -63443.554688 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63443.55 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63775.449219 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -63775.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64007.339844 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64007.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64213.773438 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -64213.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64361.785156 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -64361.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64490.804688 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64490.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64589.445312 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64589.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64628.734375 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64628.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64641.507812 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -64641.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64651.964844 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -64651.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64660.925781 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -64660.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64668.335938 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -64668.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64672.296875 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -64672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64679.136719 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -64679.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64683.128906 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -64683.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64696.714844 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -64696.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64702.015625 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -64702.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64706.746094 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -64706.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64711.714844 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -64711.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64737.218750 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -64737.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64784.242188 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -64784.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64802.496094 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -64802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64802.496094 Penalty: 3174.527832
	Iteration 22F: 3 clusters Score -64802.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Entering Unmasked Estep 
Score: -468521.125000 Penalty: 2037.589844
	Iteration 0F: 2 clusters Score -468521.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -464799.687500 Penalty: 4075.179688
	Iteration 0F: 3 clusters Score -464799.7 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -465608.000000 Penalty: 4075.179688
	Iteration 1F: 3 clusters Score -465608 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -465822.875000 Penalty: 4075.179688
	Iteration 2F: 3 clusters Score -465822.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -465966.312500 Penalty: 4075.179688
	Iteration 3F: 3 clusters Score -465966.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -466085.906250 Penalty: 4075.179688
	Iteration 4Q: 3 clusters Score -466085.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -466191.125000 Penalty: 4075.179688
	Iteration 5Q: 3 clusters Score -466191.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -466270.218750 Penalty: 4075.179688
	Iteration 6Q: 3 clusters Score -466270.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -466336.312500 Penalty: 4075.179688
	Iteration 7Q: 3 clusters Score -466336.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -466387.062500 Penalty: 4075.179688
	Iteration 8Q: 3 clusters Score -466387.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -466434.937500 Penalty: 4075.179688
	Iteration 9Q: 3 clusters Score -466434.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -466478.343750 Penalty: 4075.179688
	Iteration 10Q: 3 clusters Score -466478.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -466525.062500 Penalty: 4075.179688
	Iteration 11Q: 3 clusters Score -466525.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -466569.468750 Penalty: 4075.179688
	Iteration 12Q: 3 clusters Score -466569.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -466617.656250 Penalty: 4075.179688
	Iteration 13Q: 3 clusters Score -466617.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -466662.718750 Penalty: 4075.179688
	Iteration 14Q: 3 clusters Score -466662.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -466710.937500 Penalty: 4075.179688
	Iteration 15Q: 3 clusters Score -466710.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -466750.937500 Penalty: 4075.179688
	Iteration 16Q: 3 clusters Score -466750.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -466790.218750 Penalty: 4075.179688
	Iteration 17Q: 3 clusters Score -466790.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -466830.500000 Penalty: 4075.179688
	Iteration 18Q: 3 clusters Score -466830.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -466869.468750 Penalty: 4075.179688
	Iteration 19Q: 3 clusters Score -466869.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -466908.562500 Penalty: 4075.179688
	Iteration 20F: 3 clusters Score -466908.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -466937.375000 Penalty: 4075.179688
	Iteration 21Q: 3 clusters Score -466937.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -466964.093750 Penalty: 4075.179688
	Iteration 22Q: 3 clusters Score -466964.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -466984.312500 Penalty: 4075.179688
	Iteration 23Q: 3 clusters Score -466984.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -467000.812500 Penalty: 4075.179688
	Iteration 24Q: 3 clusters Score -467000.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -467011.687500 Penalty: 4075.179688
	Iteration 25Q: 3 clusters Score -467011.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -467024.031250 Penalty: 4075.179688
	Iteration 26Q: 3 clusters Score -467024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -467034.437500 Penalty: 4075.179688
	Iteration 27Q: 3 clusters Score -467034.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -467040.500000 Penalty: 4075.179688
	Iteration 28Q: 3 clusters Score -467040.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -467046.656250 Penalty: 4075.179688
	Iteration 29Q: 3 clusters Score -467046.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -467051.562500 Penalty: 4075.179688
	Iteration 30Q: 3 clusters Score -467051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -467055.750000 Penalty: 4075.179688
	Iteration 31Q: 3 clusters Score -467055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -467058.312500 Penalty: 4075.179688
	Iteration 32Q: 3 clusters Score -467058.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -467061.187500 Penalty: 4075.179688
	Iteration 33Q: 3 clusters Score -467061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -467063.375000 Penalty: 4075.179688
	Iteration 34Q: 3 clusters Score -467063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -467064.093750 Penalty: 4075.179688
	Iteration 35Q: 3 clusters Score -467064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -467064.093750 Penalty: 4075.179688
	Iteration 36F: 3 clusters Score -467064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 179923 members 
Mstep: Class 3 contains 86301 members 
Mstep: Class 4 contains 221470 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9624 members 
Mstep: Class 14 contains 11039 members 
Mstep: Class 15 contains 48393 members 
Mstep: Class 16 contains 29587 members 
Mstep: Class 17 contains 54268 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152033 members 
Mstep: Class 20 contains 65018 members 
Mstep: Class 21 contains 28102 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 12692 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56376 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241120.000000 Penalty: 99558.382812
Iteration 159Q: 30 clusters Score -1.332411e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180053 members 
Mstep: Class 3 contains 86279 members 
Mstep: Class 4 contains 221467 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9535 members 
Mstep: Class 14 contains 11002 members 
Mstep: Class 15 contains 48386 members 
Mstep: Class 16 contains 29592 members 
Mstep: Class 17 contains 54263 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152040 members 
Mstep: Class 20 contains 65013 members 
Mstep: Class 21 contains 28101 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 5405 members 
Mstep: Class 25 contains 12703 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56380 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241016.000000 Penalty: 99558.382812
Iteration 160F: 30 clusters Score -1.33241e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180172 members 
Mstep: Class 3 contains 86258 members 
Mstep: Class 4 contains 221452 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 39480 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 48375 members 
Mstep: Class 16 contains 29602 members 
Mstep: Class 17 contains 54262 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152037 members 
Mstep: Class 20 contains 65008 members 
Mstep: Class 21 contains 28105 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8003 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 12711 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56386 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241120.000000 Penalty: 99558.382812
Iteration 161Q: 30 clusters Score -1.332411e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180278 members 
Mstep: Class 3 contains 86240 members 
Mstep: Class 4 contains 221436 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 39480 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9400 members 
Mstep: Class 14 contains 10929 members 
Mstep: Class 15 contains 48371 members 
Mstep: Class 16 contains 29612 members 
Mstep: Class 17 contains 54258 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152054 members 
Mstep: Class 20 contains 65005 members 
Mstep: Class 21 contains 28103 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8008 members 
Mstep: Class 24 contains 5417 members 
Mstep: Class 25 contains 12714 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56385 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241112.000000 Penalty: 99558.382812
Iteration 162Q: 30 clusters Score -1.332411e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180385 members 
Mstep: Class 3 contains 86213 members 
Mstep: Class 4 contains 221433 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 39481 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9331 members 
Mstep: Class 14 contains 10901 members 
Mstep: Class 15 contains 48370 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152053 members 
Mstep: Class 20 contains 65009 members 
Mstep: Class 21 contains 28102 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8015 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 12723 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56379 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133241040.000000 Penalty: 99558.382812
Iteration 163Q: 30 clusters Score -1.33241e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180477 members 
Mstep: Class 3 contains 86189 members 
Mstep: Class 4 contains 221437 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39481 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9267 members 
Mstep: Class 14 contains 10887 members 
Mstep: Class 15 contains 48358 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54262 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152048 members 
Mstep: Class 20 contains 65010 members 
Mstep: Class 21 contains 28099 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8020 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 12730 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56387 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240824.000000 Penalty: 99558.382812
Iteration 164Q: 30 clusters Score -1.332408e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180581 members 
Mstep: Class 3 contains 86169 members 
Mstep: Class 4 contains 221454 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9191 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 48350 members 
Mstep: Class 16 contains 29625 members 
Mstep: Class 17 contains 54260 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152041 members 
Mstep: Class 20 contains 65010 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8024 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 12746 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56391 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240824.000000 Penalty: 99558.382812
Iteration 165Q: 30 clusters Score -1.332408e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180687 members 
Mstep: Class 3 contains 86153 members 
Mstep: Class 4 contains 221468 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 39485 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9107 members 
Mstep: Class 14 contains 10840 members 
Mstep: Class 15 contains 48332 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54267 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152026 members 
Mstep: Class 20 contains 65017 members 
Mstep: Class 21 contains 28085 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8028 members 
Mstep: Class 24 contains 5420 members 
Mstep: Class 25 contains 12756 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56397 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240616.000000 Penalty: 99558.382812
Iteration 166Q: 30 clusters Score -1.332406e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180788 members 
Mstep: Class 3 contains 86134 members 
Mstep: Class 4 contains 221472 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39487 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 9037 members 
Mstep: Class 14 contains 10822 members 
Mstep: Class 15 contains 48313 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54268 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152026 members 
Mstep: Class 20 contains 65018 members 
Mstep: Class 21 contains 28089 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8035 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 12770 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56393 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240704.000000 Penalty: 99558.382812
Iteration 167Q: 30 clusters Score -1.332407e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180897 members 
Mstep: Class 3 contains 86106 members 
Mstep: Class 4 contains 221490 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39487 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8952 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 48297 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54265 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152020 members 
Mstep: Class 20 contains 65014 members 
Mstep: Class 21 contains 28092 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8038 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56389 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240616.000000 Penalty: 99558.382812
Iteration 168Q: 30 clusters Score -1.332406e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181003 members 
Mstep: Class 3 contains 86072 members 
Mstep: Class 4 contains 221503 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39488 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8867 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 48282 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54270 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152019 members 
Mstep: Class 20 contains 65012 members 
Mstep: Class 21 contains 28091 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8042 members 
Mstep: Class 24 contains 5420 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56389 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240576.000000 Penalty: 99558.382812
Iteration 169Q: 30 clusters Score -1.332406e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181106 members 
Mstep: Class 3 contains 86053 members 
Mstep: Class 4 contains 221510 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 39489 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8784 members 
Mstep: Class 14 contains 10789 members 
Mstep: Class 15 contains 48273 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54267 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152021 members 
Mstep: Class 20 contains 65008 members 
Mstep: Class 21 contains 28089 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 5423 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56391 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240648.000000 Penalty: 99558.382812
Iteration 170Q: 30 clusters Score -1.332406e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181204 members 
Mstep: Class 3 contains 86025 members 
Mstep: Class 4 contains 221515 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 39493 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8695 members 
Mstep: Class 14 contains 10776 members 
Mstep: Class 15 contains 48262 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54266 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152026 members 
Mstep: Class 20 contains 65015 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 5426 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56401 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240744.000000 Penalty: 99558.382812
Iteration 171Q: 30 clusters Score -1.332407e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181281 members 
Mstep: Class 3 contains 85995 members 
Mstep: Class 4 contains 221509 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 39498 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8619 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 48262 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54258 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152047 members 
Mstep: Class 20 contains 65019 members 
Mstep: Class 21 contains 28086 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 5428 members 
Mstep: Class 25 contains 12835 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56413 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240688.000000 Penalty: 99558.382812
Iteration 172Q: 30 clusters Score -1.332407e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181351 members 
Mstep: Class 3 contains 85962 members 
Mstep: Class 4 contains 221513 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 39503 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8549 members 
Mstep: Class 14 contains 10768 members 
Mstep: Class 15 contains 48262 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152057 members 
Mstep: Class 20 contains 65017 members 
Mstep: Class 21 contains 28084 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8049 members 
Mstep: Class 24 contains 5430 members 
Mstep: Class 25 contains 12839 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56422 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240536.000000 Penalty: 99558.382812
Iteration 173Q: 30 clusters Score -1.332405e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181407 members 
Mstep: Class 3 contains 85949 members 
Mstep: Class 4 contains 221520 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39510 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8491 members 
Mstep: Class 14 contains 10763 members 
Mstep: Class 15 contains 48258 members 
Mstep: Class 16 contains 29618 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152057 members 
Mstep: Class 20 contains 65012 members 
Mstep: Class 21 contains 28081 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8051 members 
Mstep: Class 24 contains 5432 members 
Mstep: Class 25 contains 12841 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56437 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240592.000000 Penalty: 99558.382812
Iteration 174Q: 30 clusters Score -1.332406e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181484 members 
Mstep: Class 3 contains 85940 members 
Mstep: Class 4 contains 221516 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39513 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8417 members 
Mstep: Class 14 contains 10759 members 
Mstep: Class 15 contains 48252 members 
Mstep: Class 16 contains 29619 members 
Mstep: Class 17 contains 54261 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152064 members 
Mstep: Class 20 contains 65010 members 
Mstep: Class 21 contains 28080 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8052 members 
Mstep: Class 24 contains 5432 members 
Mstep: Class 25 contains 12837 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56449 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240552.000000 Penalty: 99558.382812
Iteration 175Q: 30 clusters Score -1.332406e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181561 members 
Mstep: Class 3 contains 85913 members 
Mstep: Class 4 contains 221504 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 10755 members 
Mstep: Class 15 contains 48251 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152079 members 
Mstep: Class 20 contains 65013 members 
Mstep: Class 21 contains 28082 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 12836 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56445 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240552.000000 Penalty: 99558.382812
Iteration 176Q: 30 clusters Score -1.332406e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181628 members 
Mstep: Class 3 contains 85896 members 
Mstep: Class 4 contains 221494 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 10752 members 
Mstep: Class 15 contains 48252 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54264 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152090 members 
Mstep: Class 20 contains 65009 members 
Mstep: Class 21 contains 28082 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8060 members 
Mstep: Class 24 contains 5433 members 
Mstep: Class 25 contains 12838 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56444 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240584.000000 Penalty: 99558.382812
Iteration 177Q: 30 clusters Score -1.332406e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181681 members 
Mstep: Class 3 contains 85878 members 
Mstep: Class 4 contains 221482 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 10749 members 
Mstep: Class 15 contains 48258 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 54265 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152092 members 
Mstep: Class 20 contains 65015 members 
Mstep: Class 21 contains 28083 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8062 members 
Mstep: Class 24 contains 5434 members 
Mstep: Class 25 contains 12839 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56450 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240512.000000 Penalty: 99558.382812
Iteration 178Q: 30 clusters Score -1.332405e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181731 members 
Mstep: Class 3 contains 85860 members 
Mstep: Class 4 contains 221470 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8215 members 
Mstep: Class 14 contains 10749 members 
Mstep: Class 15 contains 48254 members 
Mstep: Class 16 contains 29625 members 
Mstep: Class 17 contains 54262 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152103 members 
Mstep: Class 20 contains 65012 members 
Mstep: Class 21 contains 28086 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8065 members 
Mstep: Class 24 contains 5438 members 
Mstep: Class 25 contains 12839 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56454 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240696.000000 Penalty: 99558.382812
Iteration 179Q: 30 clusters Score -1.332407e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181776 members 
Mstep: Class 3 contains 85850 members 
Mstep: Class 4 contains 221456 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39524 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8171 members 
Mstep: Class 14 contains 10750 members 
Mstep: Class 15 contains 48254 members 
Mstep: Class 16 contains 29625 members 
Mstep: Class 17 contains 54258 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152116 members 
Mstep: Class 20 contains 65010 members 
Mstep: Class 21 contains 28089 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8067 members 
Mstep: Class 24 contains 5440 members 
Mstep: Class 25 contains 12842 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56458 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240584.000000 Penalty: 99558.382812
Iteration 180F: 30 clusters Score -1.332406e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181828 members 
Mstep: Class 3 contains 85835 members 
Mstep: Class 4 contains 221431 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39527 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 10748 members 
Mstep: Class 15 contains 48251 members 
Mstep: Class 16 contains 29627 members 
Mstep: Class 17 contains 54255 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152140 members 
Mstep: Class 20 contains 65014 members 
Mstep: Class 21 contains 28089 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8069 members 
Mstep: Class 24 contains 5444 members 
Mstep: Class 25 contains 12844 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56463 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240648.000000 Penalty: 99558.382812
Iteration 181Q: 30 clusters Score -1.332406e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181877 members 
Mstep: Class 3 contains 85816 members 
Mstep: Class 4 contains 221420 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39533 members 
Mstep: Class 11 contains 2356 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8085 members 
Mstep: Class 14 contains 10743 members 
Mstep: Class 15 contains 48243 members 
Mstep: Class 16 contains 29620 members 
Mstep: Class 17 contains 54252 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152165 members 
Mstep: Class 20 contains 65016 members 
Mstep: Class 21 contains 28090 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8070 members 
Mstep: Class 24 contains 5449 members 
Mstep: Class 25 contains 12843 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56463 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240640.000000 Penalty: 99558.382812
Iteration 182Q: 30 clusters Score -1.332406e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181940 members 
Mstep: Class 3 contains 85787 members 
Mstep: Class 4 contains 221420 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 39532 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 8032 members 
Mstep: Class 14 contains 10740 members 
Mstep: Class 15 contains 48244 members 
Mstep: Class 16 contains 29617 members 
Mstep: Class 17 contains 54242 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152189 members 
Mstep: Class 20 contains 65021 members 
Mstep: Class 21 contains 28090 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8070 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 12842 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56464 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240568.000000 Penalty: 99558.382812
Iteration 183Q: 30 clusters Score -1.332406e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 181999 members 
Mstep: Class 3 contains 85759 members 
Mstep: Class 4 contains 221422 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 39533 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7985 members 
Mstep: Class 14 contains 10737 members 
Mstep: Class 15 contains 48241 members 
Mstep: Class 16 contains 29614 members 
Mstep: Class 17 contains 54238 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152215 members 
Mstep: Class 20 contains 65020 members 
Mstep: Class 21 contains 28090 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 12842 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56464 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240440.000000 Penalty: 99558.382812
Iteration 184Q: 30 clusters Score -1.332404e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182053 members 
Mstep: Class 3 contains 85739 members 
Mstep: Class 4 contains 221428 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 39531 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 14 contains 10737 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 29613 members 
Mstep: Class 17 contains 54236 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152230 members 
Mstep: Class 20 contains 65020 members 
Mstep: Class 21 contains 28086 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 5454 members 
Mstep: Class 25 contains 12842 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 56464 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240576.000000 Penalty: 99558.382812
Iteration 185Q: 30 clusters Score -1.332406e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182107 members 
Mstep: Class 3 contains 85708 members 
Mstep: Class 4 contains 221424 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 39531 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7890 members 
Mstep: Class 14 contains 10737 members 
Mstep: Class 15 contains 48230 members 
Mstep: Class 16 contains 29613 members 
Mstep: Class 17 contains 54236 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152246 members 
Mstep: Class 20 contains 65017 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 5453 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 56474 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240408.000000 Penalty: 99558.382812
Iteration 186Q: 30 clusters Score -1.332404e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182160 members 
Mstep: Class 3 contains 85679 members 
Mstep: Class 4 contains 221419 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 39533 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7850 members 
Mstep: Class 14 contains 10739 members 
Mstep: Class 15 contains 48223 members 
Mstep: Class 16 contains 29613 members 
Mstep: Class 17 contains 54236 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152262 members 
Mstep: Class 20 contains 65016 members 
Mstep: Class 21 contains 28087 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8072 members 
Mstep: Class 24 contains 5450 members 
Mstep: Class 25 contains 12847 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 56481 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240464.000000 Penalty: 99558.382812
Iteration 187Q: 30 clusters Score -1.332405e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182188 members 
Mstep: Class 3 contains 85653 members 
Mstep: Class 4 contains 221419 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3615 members 
Mstep: Class 10 contains 39533 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7828 members 
Mstep: Class 14 contains 10739 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 29612 members 
Mstep: Class 17 contains 54238 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152284 members 
Mstep: Class 20 contains 65009 members 
Mstep: Class 21 contains 28084 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8074 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 56488 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240496.000000 Penalty: 99558.382812
Iteration 188Q: 30 clusters Score -1.332405e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182199 members 
Mstep: Class 3 contains 85621 members 
Mstep: Class 4 contains 221429 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3614 members 
Mstep: Class 10 contains 39536 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7811 members 
Mstep: Class 14 contains 10737 members 
Mstep: Class 15 contains 48214 members 
Mstep: Class 16 contains 29610 members 
Mstep: Class 17 contains 54248 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152292 members 
Mstep: Class 20 contains 65009 members 
Mstep: Class 21 contains 28082 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8074 members 
Mstep: Class 24 contains 5450 members 
Mstep: Class 25 contains 12848 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 56493 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240560.000000 Penalty: 99558.382812
Iteration 189Q: 30 clusters Score -1.332406e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182213 members 
Mstep: Class 3 contains 85595 members 
Mstep: Class 4 contains 221438 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3614 members 
Mstep: Class 10 contains 39540 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 10736 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 29611 members 
Mstep: Class 17 contains 54254 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152290 members 
Mstep: Class 20 contains 65007 members 
Mstep: Class 21 contains 28084 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8073 members 
Mstep: Class 24 contains 5449 members 
Mstep: Class 25 contains 12849 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 56501 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240664.000000 Penalty: 99558.382812
Iteration 190Q: 30 clusters Score -1.332407e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182234 members 
Mstep: Class 3 contains 85576 members 
Mstep: Class 4 contains 221433 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 39544 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7768 members 
Mstep: Class 14 contains 10732 members 
Mstep: Class 15 contains 48222 members 
Mstep: Class 16 contains 29613 members 
Mstep: Class 17 contains 54260 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152303 members 
Mstep: Class 20 contains 65005 members 
Mstep: Class 21 contains 28082 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8075 members 
Mstep: Class 24 contains 5447 members 
Mstep: Class 25 contains 12849 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 56505 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240696.000000 Penalty: 99558.382812
Iteration 191Q: 30 clusters Score -1.332407e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182251 members 
Mstep: Class 3 contains 85552 members 
Mstep: Class 4 contains 221433 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3612 members 
Mstep: Class 10 contains 39545 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 10727 members 
Mstep: Class 15 contains 48218 members 
Mstep: Class 16 contains 29616 members 
Mstep: Class 17 contains 54265 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152308 members 
Mstep: Class 20 contains 64999 members 
Mstep: Class 21 contains 28084 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8081 members 
Mstep: Class 24 contains 5448 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 56507 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240808.000000 Penalty: 99558.382812
Iteration 192Q: 30 clusters Score -1.332408e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182266 members 
Mstep: Class 3 contains 85531 members 
Mstep: Class 4 contains 221431 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 39542 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7740 members 
Mstep: Class 14 contains 10720 members 
Mstep: Class 15 contains 48213 members 
Mstep: Class 16 contains 29620 members 
Mstep: Class 17 contains 54268 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152316 members 
Mstep: Class 20 contains 64998 members 
Mstep: Class 21 contains 28086 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 5447 members 
Mstep: Class 25 contains 12853 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 56514 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240800.000000 Penalty: 99558.382812
Iteration 193Q: 30 clusters Score -1.332408e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182283 members 
Mstep: Class 3 contains 85508 members 
Mstep: Class 4 contains 221427 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3608 members 
Mstep: Class 10 contains 39544 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7724 members 
Mstep: Class 14 contains 10714 members 
Mstep: Class 15 contains 48207 members 
Mstep: Class 16 contains 29625 members 
Mstep: Class 17 contains 54266 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152327 members 
Mstep: Class 20 contains 65000 members 
Mstep: Class 21 contains 28087 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8083 members 
Mstep: Class 24 contains 5449 members 
Mstep: Class 25 contains 12851 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 56520 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240816.000000 Penalty: 99558.382812
Iteration 194Q: 30 clusters Score -1.332408e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182307 members 
Mstep: Class 3 contains 85480 members 
Mstep: Class 4 contains 221429 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 10 contains 39548 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7702 members 
Mstep: Class 14 contains 10711 members 
Mstep: Class 15 contains 48201 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 54268 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152343 members 
Mstep: Class 20 contains 64998 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8084 members 
Mstep: Class 24 contains 5450 members 
Mstep: Class 25 contains 12850 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 56525 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240720.000000 Penalty: 99558.382812
Iteration 195Q: 30 clusters Score -1.332407e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182330 members 
Mstep: Class 3 contains 85461 members 
Mstep: Class 4 contains 221422 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 10 contains 39553 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7685 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 48201 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152351 members 
Mstep: Class 20 contains 64996 members 
Mstep: Class 21 contains 28089 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 12852 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 56525 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240664.000000 Penalty: 99558.382812
Iteration 196Q: 30 clusters Score -1.332407e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182363 members 
Mstep: Class 3 contains 85429 members 
Mstep: Class 4 contains 221432 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3602 members 
Mstep: Class 10 contains 39553 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 10708 members 
Mstep: Class 15 contains 48193 members 
Mstep: Class 16 contains 29625 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152355 members 
Mstep: Class 20 contains 64996 members 
Mstep: Class 21 contains 28091 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8089 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 12848 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 56529 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240728.000000 Penalty: 99558.382812
Iteration 197Q: 30 clusters Score -1.332407e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182399 members 
Mstep: Class 3 contains 85400 members 
Mstep: Class 4 contains 221437 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 39551 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7620 members 
Mstep: Class 14 contains 10707 members 
Mstep: Class 15 contains 48184 members 
Mstep: Class 16 contains 29627 members 
Mstep: Class 17 contains 54250 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152365 members 
Mstep: Class 20 contains 64994 members 
Mstep: Class 21 contains 28091 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8090 members 
Mstep: Class 24 contains 5448 members 
Mstep: Class 25 contains 12852 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 56527 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133240776.000000 Penalty: 99558.382812
Iteration 198Q: 30 clusters Score -1.332408e+08 nChanged 259
Entering ConstructFrom: 
Score: -133240776.000000 Penalty: 99558.382812
Entering ConstructFrom: 
Trying to split cluster 1 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -64947.179688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -64947.18 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 295 members 
Entering Unmasked Estep 
Score: -63395.167969 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -63395.17 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63848.644531 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -63848.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64220.902344 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -64220.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64441.582031 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -64441.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64690.312500 Penalty: 3180.261963
	Iteration 4F: 3 clusters Score -64690.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64847.371094 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -64847.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64925.433594 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -64925.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64947.191406 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -64947.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64947.191406 Penalty: 3180.261963
	Iteration 8F: 3 clusters Score -64947.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 182408 members 
Mstep: Class 3 contains 85370 members 
Mstep: Class 4 contains 221428 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 39552 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 48175 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 54250 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152368 members 
Mstep: Class 20 contains 65000 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 56532 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 385 members 
Entering Unmasked Estep 
Score: -133238880.000000 Penalty: 102991.429688
Splitting cluster 1 changes total score from -133240776.000000 to -133238880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (182408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182408 members 
Entering Unmasked Estep 
Score: -24151746.000000 Penalty: 3004.272217
	Iteration 0F: 2 clusters Score -2.415175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -24042768.000000 Penalty: 6008.544434
	Iteration 0F: 3 clusters Score -2.404277e+07 nChanged 87715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -24093074.000000 Penalty: 6008.544434
	Iteration 1F: 3 clusters Score -2.409307e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -24094002.000000 Penalty: 6008.544434
	Iteration 2Q: 3 clusters Score -2.4094e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -24095078.000000 Penalty: 6008.544434
	Iteration 3Q: 3 clusters Score -2.409508e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -24096230.000000 Penalty: 6008.544434
	Iteration 4Q: 3 clusters Score -2.409623e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106851 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -24098604.000000 Penalty: 6008.544434
	Iteration 5Q: 3 clusters Score -2.40986e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114661 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -24102402.000000 Penalty: 6008.544434
	Iteration 6Q: 3 clusters Score -2.41024e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125082 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -24108234.000000 Penalty: 6008.544434
	Iteration 7F: 3 clusters Score -2.410823e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137285 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -24116842.000000 Penalty: 6008.544434
	Iteration 8F: 3 clusters Score -2.411684e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -24125944.000000 Penalty: 6008.544434
	Iteration 9F: 3 clusters Score -2.412594e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -24134850.000000 Penalty: 6008.544434
	Iteration 10F: 3 clusters Score -2.413485e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165823 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -24140360.000000 Penalty: 6008.544434
	Iteration 11Q: 3 clusters Score -2.414036e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170139 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -24143238.000000 Penalty: 6008.544434
	Iteration 12Q: 3 clusters Score -2.414324e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172981 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -24145244.000000 Penalty: 6008.544434
	Iteration 13Q: 3 clusters Score -2.414524e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175036 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -24146448.000000 Penalty: 6008.544434
	Iteration 14Q: 3 clusters Score -2.414645e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176602 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -24147232.000000 Penalty: 6008.544434
	Iteration 15Q: 3 clusters Score -2.414723e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177824 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -24147740.000000 Penalty: 6008.544434
	Iteration 16Q: 3 clusters Score -2.414774e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178757 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -24148092.000000 Penalty: 6008.544434
	Iteration 17Q: 3 clusters Score -2.414809e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179518 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -24148354.000000 Penalty: 6008.544434
	Iteration 18Q: 3 clusters Score -2.414835e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180071 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -24148580.000000 Penalty: 6008.544434
	Iteration 19Q: 3 clusters Score -2.414858e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180524 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -24148706.000000 Penalty: 6008.544434
	Iteration 20F: 3 clusters Score -2.414871e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180876 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -24148844.000000 Penalty: 6008.544434
	Iteration 21Q: 3 clusters Score -2.414884e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181127 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -24148958.000000 Penalty: 6008.544434
	Iteration 22Q: 3 clusters Score -2.414896e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -24148980.000000 Penalty: 6008.544434
	Iteration 23Q: 3 clusters Score -2.414898e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181436 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -24149060.000000 Penalty: 6008.544434
	Iteration 24Q: 3 clusters Score -2.414906e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181537 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -24149108.000000 Penalty: 6008.544434
	Iteration 25Q: 3 clusters Score -2.414911e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181600 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -24149132.000000 Penalty: 6008.544434
	Iteration 26Q: 3 clusters Score -2.414913e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181658 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -24149172.000000 Penalty: 6008.544434
	Iteration 27Q: 3 clusters Score -2.414917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -24149184.000000 Penalty: 6008.544434
	Iteration 28Q: 3 clusters Score -2.414918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181732 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -24149200.000000 Penalty: 6008.544434
	Iteration 29Q: 3 clusters Score -2.41492e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -24149208.000000 Penalty: 6008.544434
	Iteration 30Q: 3 clusters Score -2.414921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181792 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -24149208.000000 Penalty: 6008.544434
	Iteration 31Q: 3 clusters Score -2.414921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181813 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -24149240.000000 Penalty: 6008.544434
	Iteration 32Q: 3 clusters Score -2.414924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181835 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -24149228.000000 Penalty: 6008.544434
	Iteration 33Q: 3 clusters Score -2.414923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181851 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -24149228.000000 Penalty: 6008.544434
	Iteration 34Q: 3 clusters Score -2.414923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181856 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -24149238.000000 Penalty: 6008.544434
	Iteration 35Q: 3 clusters Score -2.414924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181861 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -24149242.000000 Penalty: 6008.544434
	Iteration 36Q: 3 clusters Score -2.414924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181868 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -24149266.000000 Penalty: 6008.544434
	Iteration 37Q: 3 clusters Score -2.414927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181875 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -24149284.000000 Penalty: 6008.544434
	Iteration 38Q: 3 clusters Score -2.414928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181888 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -24149274.000000 Penalty: 6008.544434
	Iteration 39Q: 3 clusters Score -2.414927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181895 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -24149258.000000 Penalty: 6008.544434
	Iteration 40F: 3 clusters Score -2.414926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181894 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -24149260.000000 Penalty: 6008.544434
	Iteration 41Q: 3 clusters Score -2.414926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181894 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -24149260.000000 Penalty: 6008.544434
	Iteration 42F: 3 clusters Score -2.414926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Entering Unmasked Estep 
Score: -11389405.000000 Penalty: 2815.978027
	Iteration 0F: 2 clusters Score -1.13894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -11332380.000000 Penalty: 5631.956055
	Iteration 0F: 3 clusters Score -1.133238e+07 nChanged 40218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -11354944.000000 Penalty: 5631.956055
	Iteration 1F: 3 clusters Score -1.135494e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -11355798.000000 Penalty: 5631.956055
	Iteration 2Q: 3 clusters Score -1.13558e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -11356952.000000 Penalty: 5631.956055
	Iteration 3Q: 3 clusters Score -1.135695e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -11358797.000000 Penalty: 5631.956055
	Iteration 4Q: 3 clusters Score -1.13588e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -11361790.000000 Penalty: 5631.956055
	Iteration 5F: 3 clusters Score -1.136179e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -11366651.000000 Penalty: 5631.956055
	Iteration 6F: 3 clusters Score -1.136665e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -11373484.000000 Penalty: 5631.956055
	Iteration 7F: 3 clusters Score -1.137348e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -11380127.000000 Penalty: 5631.956055
	Iteration 8F: 3 clusters Score -1.138013e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -11384281.000000 Penalty: 5631.956055
	Iteration 9Q: 3 clusters Score -1.138428e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -11386005.000000 Penalty: 5631.956055
	Iteration 10Q: 3 clusters Score -1.1386e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -11386637.000000 Penalty: 5631.956055
	Iteration 11Q: 3 clusters Score -1.138664e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -11386835.000000 Penalty: 5631.956055
	Iteration 12Q: 3 clusters Score -1.138684e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -11386925.000000 Penalty: 5631.956055
	Iteration 13Q: 3 clusters Score -1.138692e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -11386983.000000 Penalty: 5631.956055
	Iteration 14Q: 3 clusters Score -1.138698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -11387018.000000 Penalty: 5631.956055
	Iteration 15Q: 3 clusters Score -1.138702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -11387035.000000 Penalty: 5631.956055
	Iteration 16Q: 3 clusters Score -1.138704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -11387045.000000 Penalty: 5631.956055
	Iteration 17Q: 3 clusters Score -1.138704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -11387051.000000 Penalty: 5631.956055
	Iteration 18Q: 3 clusters Score -1.138705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -11387052.000000 Penalty: 5631.956055
	Iteration 19Q: 3 clusters Score -1.138705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -11387054.000000 Penalty: 5631.956055
	Iteration 20F: 3 clusters Score -1.138705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -11387052.000000 Penalty: 5631.956055
	Iteration 21Q: 3 clusters Score -1.138705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -11387053.000000 Penalty: 5631.956055
	Iteration 22Q: 3 clusters Score -1.138705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -11387064.000000 Penalty: 5631.956055
	Iteration 23Q: 3 clusters Score -1.138706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -11387067.000000 Penalty: 5631.956055
	Iteration 24Q: 3 clusters Score -1.138707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -11387076.000000 Penalty: 5631.956055
	Iteration 25Q: 3 clusters Score -1.138708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -11387088.000000 Penalty: 5631.956055
	Iteration 26Q: 3 clusters Score -1.138709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -11387095.000000 Penalty: 5631.956055
	Iteration 27Q: 3 clusters Score -1.13871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -11387097.000000 Penalty: 5631.956055
	Iteration 28Q: 3 clusters Score -1.13871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -11387109.000000 Penalty: 5631.956055
	Iteration 29Q: 3 clusters Score -1.138711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -11387115.000000 Penalty: 5631.956055
	Iteration 30Q: 3 clusters Score -1.138712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -11387126.000000 Penalty: 5631.956055
	Iteration 31Q: 3 clusters Score -1.138713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -11387122.000000 Penalty: 5631.956055
	Iteration 32Q: 3 clusters Score -1.138712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
Score: -11387133.000000 Penalty: 5631.956055
	Iteration 33Q: 3 clusters Score -1.138713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -11387135.000000 Penalty: 5631.956055
	Iteration 34Q: 3 clusters Score -1.138714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -11387141.000000 Penalty: 5631.956055
	Iteration 35Q: 3 clusters Score -1.138714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -11387135.000000 Penalty: 5631.956055
	Iteration 36Q: 3 clusters Score -1.138714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -11387132.000000 Penalty: 5631.956055
	Iteration 37Q: 3 clusters Score -1.138713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -11387140.000000 Penalty: 5631.956055
	Iteration 38Q: 3 clusters Score -1.138714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -11387135.000000 Penalty: 5631.956055
	Iteration 39Q: 3 clusters Score -1.138714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -11387145.000000 Penalty: 5631.956055
	Iteration 40F: 3 clusters Score -1.138714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -11387159.000000 Penalty: 5631.956055
	Iteration 41Q: 3 clusters Score -1.138716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -11387159.000000 Penalty: 5631.956055
	Iteration 42Q: 3 clusters Score -1.138716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -11387163.000000 Penalty: 5631.956055
	Iteration 43Q: 3 clusters Score -1.138716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -11387168.000000 Penalty: 5631.956055
	Iteration 44Q: 3 clusters Score -1.138717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -11387165.000000 Penalty: 5631.956055
	Iteration 45Q: 3 clusters Score -1.138716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -11387168.000000 Penalty: 5631.956055
	Iteration 46Q: 3 clusters Score -1.138717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -11387165.000000 Penalty: 5631.956055
	Iteration 47Q: 3 clusters Score -1.138716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -11387169.000000 Penalty: 5631.956055
	Iteration 48Q: 3 clusters Score -1.138717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -11387170.000000 Penalty: 5631.956055
	Iteration 49Q: 3 clusters Score -1.138717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -11387170.000000 Penalty: 5631.956055
	Iteration 50F: 3 clusters Score -1.138717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (221428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221428 members 
Entering Unmasked Estep 
Score: -29356252.000000 Penalty: 3052.347412
	Iteration 0F: 2 clusters Score -2.935625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 110505 members 
Entering Unmasked Estep 
Score: -29218340.000000 Penalty: 6104.694824
	Iteration 0F: 3 clusters Score -2.921834e+07 nChanged 106775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114436 members 
Mstep: Class 2 contains 106992 members 
Entering Unmasked Estep 
Score: -29282694.000000 Penalty: 6104.694824
	Iteration 1F: 3 clusters Score -2.928269e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -29284642.000000 Penalty: 6104.694824
	Iteration 2Q: 3 clusters Score -2.928464e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120938 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -29287968.000000 Penalty: 6104.694824
	Iteration 3Q: 3 clusters Score -2.928797e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127059 members 
Mstep: Class 2 contains 94369 members 
Entering Unmasked Estep 
Score: -29293016.000000 Penalty: 6104.694824
	Iteration 4Q: 3 clusters Score -2.929302e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135659 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -29301000.000000 Penalty: 6104.694824
	Iteration 5F: 3 clusters Score -2.9301e+07 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146424 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -29312520.000000 Penalty: 6104.694824
	Iteration 6F: 3 clusters Score -2.931252e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -29325666.000000 Penalty: 6104.694824
	Iteration 7F: 3 clusters Score -2.932567e+07 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -29337134.000000 Penalty: 6104.694824
	Iteration 8F: 3 clusters Score -2.933713e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -29343294.000000 Penalty: 6104.694824
	Iteration 9Q: 3 clusters Score -2.934329e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176338 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -29346152.000000 Penalty: 6104.694824
	Iteration 10Q: 3 clusters Score -2.934615e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180908 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -29348306.000000 Penalty: 6104.694824
	Iteration 11Q: 3 clusters Score -2.934831e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185337 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -29349974.000000 Penalty: 6104.694824
	Iteration 12Q: 3 clusters Score -2.934997e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189475 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -29351662.000000 Penalty: 6104.694824
	Iteration 13Q: 3 clusters Score -2.935166e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193318 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -29352930.000000 Penalty: 6104.694824
	Iteration 14Q: 3 clusters Score -2.935293e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196734 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -29353936.000000 Penalty: 6104.694824
	Iteration 15Q: 3 clusters Score -2.935394e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199778 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -29354602.000000 Penalty: 6104.694824
	Iteration 16Q: 3 clusters Score -2.93546e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202412 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -29355276.000000 Penalty: 6104.694824
	Iteration 17Q: 3 clusters Score -2.935528e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204691 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -29355590.000000 Penalty: 6104.694824
	Iteration 18Q: 3 clusters Score -2.935559e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206663 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -29355692.000000 Penalty: 6104.694824
	Iteration 19Q: 3 clusters Score -2.935569e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208395 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -29355850.000000 Penalty: 6104.694824
	Iteration 20F: 3 clusters Score -2.935585e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209866 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -29355798.000000 Penalty: 6104.694824
	Iteration 21Q: 3 clusters Score -2.93558e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211148 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -29355880.000000 Penalty: 6104.694824
	Iteration 22Q: 3 clusters Score -2.935588e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212252 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -29355750.000000 Penalty: 6104.694824
	Iteration 23Q: 3 clusters Score -2.935575e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213175 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -29355768.000000 Penalty: 6104.694824
	Iteration 24Q: 3 clusters Score -2.935577e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213961 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -29355886.000000 Penalty: 6104.694824
	Iteration 25Q: 3 clusters Score -2.935589e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214670 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -29355708.000000 Penalty: 6104.694824
	Iteration 26Q: 3 clusters Score -2.935571e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215272 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -29355618.000000 Penalty: 6104.694824
	Iteration 27Q: 3 clusters Score -2.935562e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215814 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -29355516.000000 Penalty: 6104.694824
	Iteration 28Q: 3 clusters Score -2.935552e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216296 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -29355420.000000 Penalty: 6104.694824
	Iteration 29Q: 3 clusters Score -2.935542e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216735 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -29355300.000000 Penalty: 6104.694824
	Iteration 30Q: 3 clusters Score -2.93553e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217121 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -29355270.000000 Penalty: 6104.694824
	Iteration 31Q: 3 clusters Score -2.935527e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217467 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -29355248.000000 Penalty: 6104.694824
	Iteration 32Q: 3 clusters Score -2.935525e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217777 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -29355258.000000 Penalty: 6104.694824
	Iteration 33Q: 3 clusters Score -2.935526e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218034 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -29355208.000000 Penalty: 6104.694824
	Iteration 34Q: 3 clusters Score -2.935521e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218283 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -29355144.000000 Penalty: 6104.694824
	Iteration 35Q: 3 clusters Score -2.935514e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218504 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -29355142.000000 Penalty: 6104.694824
	Iteration 36Q: 3 clusters Score -2.935514e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218714 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -29355088.000000 Penalty: 6104.694824
	Iteration 37Q: 3 clusters Score -2.935509e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218903 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -29355042.000000 Penalty: 6104.694824
	Iteration 38Q: 3 clusters Score -2.935504e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219063 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -29354922.000000 Penalty: 6104.694824
	Iteration 39Q: 3 clusters Score -2.935492e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219197 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -29354850.000000 Penalty: 6104.694824
	Iteration 40F: 3 clusters Score -2.935485e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219312 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -29354766.000000 Penalty: 6104.694824
	Iteration 41Q: 3 clusters Score -2.935477e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219416 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -29354756.000000 Penalty: 6104.694824
	Iteration 42Q: 3 clusters Score -2.935476e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219513 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -29354740.000000 Penalty: 6104.694824
	Iteration 43Q: 3 clusters Score -2.935474e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219595 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -29354674.000000 Penalty: 6104.694824
	Iteration 44Q: 3 clusters Score -2.935467e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219688 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -29354600.000000 Penalty: 6104.694824
	Iteration 45Q: 3 clusters Score -2.93546e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219782 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -29354568.000000 Penalty: 6104.694824
	Iteration 46Q: 3 clusters Score -2.935457e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219861 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -29354532.000000 Penalty: 6104.694824
	Iteration 47Q: 3 clusters Score -2.935453e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219923 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -29354530.000000 Penalty: 6104.694824
	Iteration 48Q: 3 clusters Score -2.935453e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219985 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -29354532.000000 Penalty: 6104.694824
	Iteration 49Q: 3 clusters Score -2.935453e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220037 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -29354518.000000 Penalty: 6104.694824
	Iteration 50Q: 3 clusters Score -2.935452e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220090 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -29354534.000000 Penalty: 6104.694824
	Iteration 51Q: 3 clusters Score -2.935453e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220142 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -29354512.000000 Penalty: 6104.694824
	Iteration 52Q: 3 clusters Score -2.935451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220183 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -29354478.000000 Penalty: 6104.694824
	Iteration 53Q: 3 clusters Score -2.935448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220204 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -29354450.000000 Penalty: 6104.694824
	Iteration 54Q: 3 clusters Score -2.935445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220218 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -29354436.000000 Penalty: 6104.694824
	Iteration 55Q: 3 clusters Score -2.935444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220240 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -29354440.000000 Penalty: 6104.694824
	Iteration 56Q: 3 clusters Score -2.935444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220255 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -29354440.000000 Penalty: 6104.694824
	Iteration 57Q: 3 clusters Score -2.935444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220268 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -29354386.000000 Penalty: 6104.694824
	Iteration 58Q: 3 clusters Score -2.935439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220282 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -29354358.000000 Penalty: 6104.694824
	Iteration 59Q: 3 clusters Score -2.935436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220297 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -29354374.000000 Penalty: 6104.694824
	Iteration 60F: 3 clusters Score -2.935437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220313 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -29354362.000000 Penalty: 6104.694824
	Iteration 61Q: 3 clusters Score -2.935436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220325 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -29354364.000000 Penalty: 6104.694824
	Iteration 62Q: 3 clusters Score -2.935436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220339 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -29354360.000000 Penalty: 6104.694824
	Iteration 63Q: 3 clusters Score -2.935436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220349 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -29354342.000000 Penalty: 6104.694824
	Iteration 64Q: 3 clusters Score -2.935434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220360 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -29354356.000000 Penalty: 6104.694824
	Iteration 65Q: 3 clusters Score -2.935436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220372 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -29354330.000000 Penalty: 6104.694824
	Iteration 66Q: 3 clusters Score -2.935433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220384 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -29354322.000000 Penalty: 6104.694824
	Iteration 67Q: 3 clusters Score -2.935432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220394 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -29354346.000000 Penalty: 6104.694824
	Iteration 68Q: 3 clusters Score -2.935435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220402 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -29354344.000000 Penalty: 6104.694824
	Iteration 69Q: 3 clusters Score -2.935434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220410 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -29354328.000000 Penalty: 6104.694824
	Iteration 70Q: 3 clusters Score -2.935433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220416 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -29354318.000000 Penalty: 6104.694824
	Iteration 71Q: 3 clusters Score -2.935432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220423 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -29354324.000000 Penalty: 6104.694824
	Iteration 72Q: 3 clusters Score -2.935432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220424 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -29354336.000000 Penalty: 6104.694824
	Iteration 73Q: 3 clusters Score -2.935434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220429 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -29354314.000000 Penalty: 6104.694824
	Iteration 74Q: 3 clusters Score -2.935431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220435 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -29354324.000000 Penalty: 6104.694824
	Iteration 75Q: 3 clusters Score -2.935432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220438 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -29354322.000000 Penalty: 6104.694824
	Iteration 76Q: 3 clusters Score -2.935432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220445 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -29354316.000000 Penalty: 6104.694824
	Iteration 77Q: 3 clusters Score -2.935432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220450 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -29354322.000000 Penalty: 6104.694824
	Iteration 78Q: 3 clusters Score -2.935432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220460 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -29354316.000000 Penalty: 6104.694824
	Iteration 79Q: 3 clusters Score -2.935432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220466 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -29354316.000000 Penalty: 6104.694824
	Iteration 80F: 3 clusters Score -2.935432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220479 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -29354334.000000 Penalty: 6104.694824
	Iteration 81Q: 3 clusters Score -2.935433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220489 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29354312.000000 Penalty: 6104.694824
	Iteration 82Q: 3 clusters Score -2.935431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220497 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -29354316.000000 Penalty: 6104.694824
	Iteration 83Q: 3 clusters Score -2.935432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220504 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -29354318.000000 Penalty: 6104.694824
	Iteration 84Q: 3 clusters Score -2.935432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220507 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -29354304.000000 Penalty: 6104.694824
	Iteration 85Q: 3 clusters Score -2.93543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220511 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -29354318.000000 Penalty: 6104.694824
	Iteration 86Q: 3 clusters Score -2.935432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220515 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -29354312.000000 Penalty: 6104.694824
	Iteration 87Q: 3 clusters Score -2.935431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220517 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -29354320.000000 Penalty: 6104.694824
	Iteration 88Q: 3 clusters Score -2.935432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220520 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -29354336.000000 Penalty: 6104.694824
	Iteration 89Q: 3 clusters Score -2.935434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220520 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -29354332.000000 Penalty: 6104.694824
	Iteration 90Q: 3 clusters Score -2.935433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220522 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -29354328.000000 Penalty: 6104.694824
	Iteration 91Q: 3 clusters Score -2.935433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220523 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -29354348.000000 Penalty: 6104.694824
	Iteration 92Q: 3 clusters Score -2.935435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220524 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -29354332.000000 Penalty: 6104.694824
	Iteration 93Q: 3 clusters Score -2.935433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220525 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -29354320.000000 Penalty: 6104.694824
	Iteration 94Q: 3 clusters Score -2.935432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220529 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -29354324.000000 Penalty: 6104.694824
	Iteration 95Q: 3 clusters Score -2.935432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220530 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -29354334.000000 Penalty: 6104.694824
	Iteration 96Q: 3 clusters Score -2.935433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220530 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -29354334.000000 Penalty: 6104.694824
	Iteration 97F: 3 clusters Score -2.935433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56805.128906 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56805.13 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57050.660156 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -57050.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57209.914062 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -57209.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57369.421875 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -57369.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57535.753906 Penalty: 3090.318848
	Iteration 4F: 3 clusters Score -57535.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57713.785156 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -57713.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57948.316406 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -57948.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58229.277344 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -58229.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58412.996094 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -58413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58470.988281 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -58470.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58477.207031 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -58477.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58477.207031 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -58477.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182408 members 
Mstep: Class 3 contains 85370 members 
Mstep: Class 4 contains 221428 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 39552 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 48175 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 54250 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152368 members 
Mstep: Class 20 contains 65000 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 56532 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 312 members 
Entering Unmasked Estep 
Score: -133239016.000000 Penalty: 102991.429688
Splitting cluster 5 changes total score from -133240776.000000 to -133239016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Entering Unmasked Estep 
Score: -386787.468750 Penalty: 1985.909546
	Iteration 0F: 2 clusters Score -386787.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -383579.000000 Penalty: 3971.819092
	Iteration 0F: 3 clusters Score -383579 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -384412.906250 Penalty: 3971.819092
	Iteration 1F: 3 clusters Score -384412.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -384832.500000 Penalty: 3971.819092
	Iteration 2F: 3 clusters Score -384832.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -385206.968750 Penalty: 3971.819092
	Iteration 3F: 3 clusters Score -385207 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -385538.031250 Penalty: 3971.819092
	Iteration 4F: 3 clusters Score -385538 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -385800.343750 Penalty: 3971.819092
	Iteration 5F: 3 clusters Score -385800.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -385997.062500 Penalty: 3971.819092
	Iteration 6Q: 3 clusters Score -385997.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -386145.625000 Penalty: 3971.819092
	Iteration 7Q: 3 clusters Score -386145.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -386257.000000 Penalty: 3971.819092
	Iteration 8Q: 3 clusters Score -386257 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -386349.031250 Penalty: 3971.819092
	Iteration 9Q: 3 clusters Score -386349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -386444.843750 Penalty: 3971.819092
	Iteration 10Q: 3 clusters Score -386444.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -386498.875000 Penalty: 3971.819092
	Iteration 11Q: 3 clusters Score -386498.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -386523.656250 Penalty: 3971.819092
	Iteration 12Q: 3 clusters Score -386523.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -386529.000000 Penalty: 3971.819092
	Iteration 13Q: 3 clusters Score -386529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -386533.250000 Penalty: 3971.819092
	Iteration 14Q: 3 clusters Score -386533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -386535.156250 Penalty: 3971.819092
	Iteration 15Q: 3 clusters Score -386535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -386536.406250 Penalty: 3971.819092
	Iteration 16Q: 3 clusters Score -386536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -386536.406250 Penalty: 3971.819092
	Iteration 17F: 3 clusters Score -386536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -40726.554688 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -40726.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39533.816406 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -39533.82 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40050.046875 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -40050.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40624.050781 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -40624.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40957.058594 Penalty: 2991.219971
	Iteration 3F: 3 clusters Score -40957.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41055.730469 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -41055.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41151.023438 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -41151.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41295.906250 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -41295.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41348.140625 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -41348.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41357.289062 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -41357.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41369.265625 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -41369.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41393.074219 Penalty: 2991.219971
	Iteration 10F: 3 clusters Score -41393.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41519.750000 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -41519.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41519.750000 Penalty: 2991.219971
	Iteration 12F: 3 clusters Score -41519.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182408 members 
Mstep: Class 3 contains 85370 members 
Mstep: Class 4 contains 221428 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 39552 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 48175 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 54250 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152368 members 
Mstep: Class 20 contains 65000 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 56532 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 266 members 
Entering Unmasked Estep 
Score: -133239512.000000 Penalty: 102991.429688
Splitting cluster 7 changes total score from -133240776.000000 to -133239512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -184954.187500 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -184954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -182708.406250 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -182708.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183098.937500 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -183098.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -183194.109375 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -183194.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -183262.578125 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -183262.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -183313.312500 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -183313.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -183356.515625 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -183356.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -183389.578125 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -183389.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -183431.921875 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -183431.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -183486.734375 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -183486.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -183521.609375 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -183521.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -183564.265625 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -183564.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -183590.484375 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -183590.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -183598.890625 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -183598.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -183612.656250 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -183612.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -183623.953125 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -183624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -183638.484375 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -183638.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -183646.375000 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -183646.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -183655.203125 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -183655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -183664.484375 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -183664.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -183677.968750 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -183678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -183695.484375 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -183695.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -183704.875000 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -183704.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -183714.406250 Penalty: 3605.729736
	Iteration 22Q: 3 clusters Score -183714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -183719.875000 Penalty: 3605.729736
	Iteration 23Q: 3 clusters Score -183719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183723.187500 Penalty: 3605.729736
	Iteration 24Q: 3 clusters Score -183723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183724.765625 Penalty: 3605.729736
	Iteration 25Q: 3 clusters Score -183724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183729.406250 Penalty: 3605.729736
	Iteration 26Q: 3 clusters Score -183729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183739.937500 Penalty: 3605.729736
	Iteration 27Q: 3 clusters Score -183739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183746.953125 Penalty: 3605.729736
	Iteration 28Q: 3 clusters Score -183747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183750.281250 Penalty: 3605.729736
	Iteration 29Q: 3 clusters Score -183750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183755.343750 Penalty: 3605.729736
	Iteration 30Q: 3 clusters Score -183755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -183757.437500 Penalty: 3605.729736
	Iteration 31Q: 3 clusters Score -183757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183758.281250 Penalty: 3605.729736
	Iteration 32Q: 3 clusters Score -183758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183758.281250 Penalty: 3605.729736
	Iteration 33F: 3 clusters Score -183758.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -412413.781250 Penalty: 2030.312256
	Iteration 0F: 2 clusters Score -412413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -408799.906250 Penalty: 4060.624512
	Iteration 0F: 3 clusters Score -408799.9 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -409604.500000 Penalty: 4060.624512
	Iteration 1F: 3 clusters Score -409604.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -409835.750000 Penalty: 4060.624512
	Iteration 2F: 3 clusters Score -409835.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -409937.187500 Penalty: 4060.624512
	Iteration 3F: 3 clusters Score -409937.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -410006.656250 Penalty: 4060.624512
	Iteration 4Q: 3 clusters Score -410006.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -410064.281250 Penalty: 4060.624512
	Iteration 5Q: 3 clusters Score -410064.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -410106.093750 Penalty: 4060.624512
	Iteration 6Q: 3 clusters Score -410106.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -410133.406250 Penalty: 4060.624512
	Iteration 7Q: 3 clusters Score -410133.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -410157.906250 Penalty: 4060.624512
	Iteration 8Q: 3 clusters Score -410157.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -410183.093750 Penalty: 4060.624512
	Iteration 9Q: 3 clusters Score -410183.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -410208.218750 Penalty: 4060.624512
	Iteration 10Q: 3 clusters Score -410208.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -410230.468750 Penalty: 4060.624512
	Iteration 11Q: 3 clusters Score -410230.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -410241.843750 Penalty: 4060.624512
	Iteration 12Q: 3 clusters Score -410241.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -410252.562500 Penalty: 4060.624512
	Iteration 13Q: 3 clusters Score -410252.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -410260.562500 Penalty: 4060.624512
	Iteration 14Q: 3 clusters Score -410260.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -410264.375000 Penalty: 4060.624512
	Iteration 15Q: 3 clusters Score -410264.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -410268.062500 Penalty: 4060.624512
	Iteration 16Q: 3 clusters Score -410268.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -410273.500000 Penalty: 4060.624512
	Iteration 17Q: 3 clusters Score -410273.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -410279.406250 Penalty: 4060.624512
	Iteration 18Q: 3 clusters Score -410279.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -410282.468750 Penalty: 4060.624512
	Iteration 19Q: 3 clusters Score -410282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -410288.718750 Penalty: 4060.624512
	Iteration 20F: 3 clusters Score -410288.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -410296.781250 Penalty: 4060.624512
	Iteration 21Q: 3 clusters Score -410296.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -410303.562500 Penalty: 4060.624512
	Iteration 22Q: 3 clusters Score -410303.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -410311.562500 Penalty: 4060.624512
	Iteration 23Q: 3 clusters Score -410311.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -410319.312500 Penalty: 4060.624512
	Iteration 24Q: 3 clusters Score -410319.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -410328.812500 Penalty: 4060.624512
	Iteration 25Q: 3 clusters Score -410328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -410335.375000 Penalty: 4060.624512
	Iteration 26Q: 3 clusters Score -410335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -410340.406250 Penalty: 4060.624512
	Iteration 27Q: 3 clusters Score -410340.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -410344.468750 Penalty: 4060.624512
	Iteration 28Q: 3 clusters Score -410344.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -410346.468750 Penalty: 4060.624512
	Iteration 29Q: 3 clusters Score -410346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -410352.781250 Penalty: 4060.624512
	Iteration 30Q: 3 clusters Score -410352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -410356.250000 Penalty: 4060.624512
	Iteration 31Q: 3 clusters Score -410356.2 nChanged 6
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: -410360.750000 Penalty: 4060.624512
	Iteration 32Q: 3 clusters Score -410360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -410366.531250 Penalty: 4060.624512
	Iteration 33Q: 3 clusters Score -410366.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -410372.312500 Penalty: 4060.624512
	Iteration 34Q: 3 clusters Score -410372.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -410376.093750 Penalty: 4060.624512
	Iteration 35Q: 3 clusters Score -410376.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -410379.250000 Penalty: 4060.624512
	Iteration 36Q: 3 clusters Score -410379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -410380.218750 Penalty: 4060.624512
	Iteration 37Q: 3 clusters Score -410380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -410381.437500 Penalty: 4060.624512
	Iteration 38Q: 3 clusters Score -410381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -410383.156250 Penalty: 4060.624512
	Iteration 39Q: 3 clusters Score -410383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -410383.531250 Penalty: 4060.624512
	Iteration 40F: 3 clusters Score -410383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -410385.062500 Penalty: 4060.624512
	Iteration 41Q: 3 clusters Score -410385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -410386.000000 Penalty: 4060.624512
	Iteration 42Q: 3 clusters Score -410386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -410387.968750 Penalty: 4060.624512
	Iteration 43Q: 3 clusters Score -410388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -410390.000000 Penalty: 4060.624512
	Iteration 44Q: 3 clusters Score -410390 nChanged 2
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: -410390.656250 Penalty: 4060.624512
	Iteration 45Q: 3 clusters Score -410390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -410390.750000 Penalty: 4060.624512
	Iteration 46Q: 3 clusters Score -410390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -410391.531250 Penalty: 4060.624512
	Iteration 47Q: 3 clusters Score -410391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -410392.781250 Penalty: 4060.624512
	Iteration 48Q: 3 clusters Score -410392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -410395.593750 Penalty: 4060.624512
	Iteration 49Q: 3 clusters Score -410395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -410398.812500 Penalty: 4060.624512
	Iteration 50Q: 3 clusters Score -410398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -410400.562500 Penalty: 4060.624512
	Iteration 51Q: 3 clusters Score -410400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -410402.906250 Penalty: 4060.624512
	Iteration 52Q: 3 clusters Score -410402.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -410409.000000 Penalty: 4060.624512
	Iteration 53Q: 3 clusters Score -410409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -410416.531250 Penalty: 4060.624512
	Iteration 54Q: 3 clusters Score -410416.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -410418.687500 Penalty: 4060.624512
	Iteration 55Q: 3 clusters Score -410418.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -410422.062500 Penalty: 4060.624512
	Iteration 56Q: 3 clusters Score -410422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -410425.468750 Penalty: 4060.624512
	Iteration 57Q: 3 clusters Score -410425.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -410430.750000 Penalty: 4060.624512
	Iteration 58Q: 3 clusters Score -410430.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -410439.968750 Penalty: 4060.624512
	Iteration 59Q: 3 clusters Score -410440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -410447.437500 Penalty: 4060.624512
	Iteration 60F: 3 clusters Score -410447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -410449.468750 Penalty: 4060.624512
	Iteration 61Q: 3 clusters Score -410449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -410451.781250 Penalty: 4060.624512
	Iteration 62Q: 3 clusters Score -410451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -410453.625000 Penalty: 4060.624512
	Iteration 63Q: 3 clusters Score -410453.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -410455.875000 Penalty: 4060.624512
	Iteration 64Q: 3 clusters Score -410455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -410460.250000 Penalty: 4060.624512
	Iteration 65Q: 3 clusters Score -410460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -410462.312500 Penalty: 4060.624512
	Iteration 66Q: 3 clusters Score -410462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -410465.687500 Penalty: 4060.624512
	Iteration 67Q: 3 clusters Score -410465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -410470.250000 Penalty: 4060.624512
	Iteration 68Q: 3 clusters Score -410470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -410475.000000 Penalty: 4060.624512
	Iteration 69Q: 3 clusters Score -410475 nChanged 6
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: -410477.250000 Penalty: 4060.624512
	Iteration 70Q: 3 clusters Score -410477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -410480.281250 Penalty: 4060.624512
	Iteration 71Q: 3 clusters Score -410480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -410484.562500 Penalty: 4060.624512
	Iteration 72Q: 3 clusters Score -410484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -410486.125000 Penalty: 4060.624512
	Iteration 73Q: 3 clusters Score -410486.1 nChanged 1
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: -410486.656250 Penalty: 4060.624512
	Iteration 74Q: 3 clusters Score -410486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -410487.625000 Penalty: 4060.624512
	Iteration 75Q: 3 clusters Score -410487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -410489.375000 Penalty: 4060.624512
	Iteration 76Q: 3 clusters Score -410489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -410491.906250 Penalty: 4060.624512
	Iteration 77Q: 3 clusters Score -410491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -410493.375000 Penalty: 4060.624512
	Iteration 78Q: 3 clusters Score -410493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -410493.812500 Penalty: 4060.624512
	Iteration 79Q: 3 clusters Score -410493.8 nChanged 4
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: -410497.093750 Penalty: 4060.624512
	Iteration 80F: 3 clusters Score -410497.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -410500.406250 Penalty: 4060.624512
	Iteration 81Q: 3 clusters Score -410500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -410506.406250 Penalty: 4060.624512
	Iteration 82Q: 3 clusters Score -410506.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -410512.468750 Penalty: 4060.624512
	Iteration 83Q: 3 clusters Score -410512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -410515.531250 Penalty: 4060.624512
	Iteration 84Q: 3 clusters Score -410515.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -410521.156250 Penalty: 4060.624512
	Iteration 85Q: 3 clusters Score -410521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -410522.281250 Penalty: 4060.624512
	Iteration 86Q: 3 clusters Score -410522.3 nChanged 5
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: -410524.500000 Penalty: 4060.624512
	Iteration 87Q: 3 clusters Score -410524.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -410529.031250 Penalty: 4060.624512
	Iteration 88Q: 3 clusters Score -410529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -410532.093750 Penalty: 4060.624512
	Iteration 89Q: 3 clusters Score -410532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -410532.781250 Penalty: 4060.624512
	Iteration 90Q: 3 clusters Score -410532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -410534.156250 Penalty: 4060.624512
	Iteration 91Q: 3 clusters Score -410534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -410535.281250 Penalty: 4060.624512
	Iteration 92Q: 3 clusters Score -410535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -410537.312500 Penalty: 4060.624512
	Iteration 93Q: 3 clusters Score -410537.3 nChanged 3
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: -410539.343750 Penalty: 4060.624512
	Iteration 94Q: 3 clusters Score -410539.3 nChanged 5
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: -410541.375000 Penalty: 4060.624512
	Iteration 95Q: 3 clusters Score -410541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -410544.406250 Penalty: 4060.624512
	Iteration 96Q: 3 clusters Score -410544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -410546.875000 Penalty: 4060.624512
	Iteration 97Q: 3 clusters Score -410546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -410548.093750 Penalty: 4060.624512
	Iteration 98Q: 3 clusters Score -410548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -410551.031250 Penalty: 4060.624512
	Iteration 99Q: 3 clusters Score -410551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -410556.687500 Penalty: 4060.624512
	Iteration 100F: 3 clusters Score -410556.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -410565.375000 Penalty: 4060.624512
	Iteration 101Q: 3 clusters Score -410565.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -410575.031250 Penalty: 4060.624512
	Iteration 102Q: 3 clusters Score -410575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -410584.718750 Penalty: 4060.624512
	Iteration 103Q: 3 clusters Score -410584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -410590.531250 Penalty: 4060.624512
	Iteration 104Q: 3 clusters Score -410590.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -410596.718750 Penalty: 4060.624512
	Iteration 105Q: 3 clusters Score -410596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -410605.375000 Penalty: 4060.624512
	Iteration 106Q: 3 clusters Score -410605.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -410611.125000 Penalty: 4060.624512
	Iteration 107Q: 3 clusters Score -410611.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -410620.031250 Penalty: 4060.624512
	Iteration 108Q: 3 clusters Score -410620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -410626.625000 Penalty: 4060.624512
	Iteration 109Q: 3 clusters Score -410626.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -410635.406250 Penalty: 4060.624512
	Iteration 110Q: 3 clusters Score -410635.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -410644.406250 Penalty: 4060.624512
	Iteration 111Q: 3 clusters Score -410644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -410647.687500 Penalty: 4060.624512
	Iteration 112Q: 3 clusters Score -410647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -410649.750000 Penalty: 4060.624512
	Iteration 113Q: 3 clusters Score -410649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -410653.812500 Penalty: 4060.624512
	Iteration 114Q: 3 clusters Score -410653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -410657.937500 Penalty: 4060.624512
	Iteration 115Q: 3 clusters Score -410657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -410660.843750 Penalty: 4060.624512
	Iteration 116Q: 3 clusters Score -410660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -410662.406250 Penalty: 4060.624512
	Iteration 117Q: 3 clusters Score -410662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -410662.343750 Penalty: 4060.624512
	Iteration 118Q: 3 clusters Score -410662.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -410665.312500 Penalty: 4060.624512
	Iteration 119Q: 3 clusters Score -410665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -410667.281250 Penalty: 4060.624512
	Iteration 120F: 3 clusters Score -410667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -410670.125000 Penalty: 4060.624512
	Iteration 121Q: 3 clusters Score -410670.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -410676.312500 Penalty: 4060.624512
	Iteration 122Q: 3 clusters Score -410676.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -410681.687500 Penalty: 4060.624512
	Iteration 123Q: 3 clusters Score -410681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -410686.218750 Penalty: 4060.624512
	Iteration 124Q: 3 clusters Score -410686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -410687.281250 Penalty: 4060.624512
	Iteration 125Q: 3 clusters Score -410687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -410687.281250 Penalty: 4060.624512
	Iteration 126F: 3 clusters Score -410687.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Entering Unmasked Estep 
Score: -5136454.000000 Penalty: 2625.172363
	Iteration 0F: 2 clusters Score -5136454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5109637.000000 Penalty: 5250.344727
	Iteration 0F: 3 clusters Score -5109637 nChanged 18143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -5119552.500000 Penalty: 5250.344727
	Iteration 1F: 3 clusters Score -5119552 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5120088.500000 Penalty: 5250.344727
	Iteration 2Q: 3 clusters Score -5120088 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -5120550.500000 Penalty: 5250.344727
	Iteration 3Q: 3 clusters Score -5120550 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -5121155.500000 Penalty: 5250.344727
	Iteration 4Q: 3 clusters Score -5121156 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -5122042.000000 Penalty: 5250.344727
	Iteration 5Q: 3 clusters Score -5122042 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -5123269.500000 Penalty: 5250.344727
	Iteration 6F: 3 clusters Score -5123270 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -5125074.500000 Penalty: 5250.344727
	Iteration 7F: 3 clusters Score -5125074 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5127347.000000 Penalty: 5250.344727
	Iteration 8F: 3 clusters Score -5127347 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5129607.000000 Penalty: 5250.344727
	Iteration 9F: 3 clusters Score -5129607 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5131562.500000 Penalty: 5250.344727
	Iteration 10F: 3 clusters Score -5131562 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5132907.500000 Penalty: 5250.344727
	Iteration 11Q: 3 clusters Score -5132908 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5133595.500000 Penalty: 5250.344727
	Iteration 12Q: 3 clusters Score -5133596 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5133916.500000 Penalty: 5250.344727
	Iteration 13Q: 3 clusters Score -5133916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5134026.500000 Penalty: 5250.344727
	Iteration 14Q: 3 clusters Score -5134026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5134100.000000 Penalty: 5250.344727
	Iteration 15Q: 3 clusters Score -5134100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5134113.000000 Penalty: 5250.344727
	Iteration 16Q: 3 clusters Score -5134113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5134131.500000 Penalty: 5250.344727
	Iteration 17Q: 3 clusters Score -5134132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5134135.000000 Penalty: 5250.344727
	Iteration 18Q: 3 clusters Score -5134135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5134156.000000 Penalty: 5250.344727
	Iteration 19Q: 3 clusters Score -5134156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5134155.500000 Penalty: 5250.344727
	Iteration 20F: 3 clusters Score -5134156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5134163.000000 Penalty: 5250.344727
	Iteration 21Q: 3 clusters Score -5134163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5134167.500000 Penalty: 5250.344727
	Iteration 22Q: 3 clusters Score -5134168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5134176.500000 Penalty: 5250.344727
	Iteration 23Q: 3 clusters Score -5134176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5134176.000000 Penalty: 5250.344727
	Iteration 24Q: 3 clusters Score -5134176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5134180.000000 Penalty: 5250.344727
	Iteration 25Q: 3 clusters Score -5134180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5134181.000000 Penalty: 5250.344727
	Iteration 26Q: 3 clusters Score -5134181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5134185.000000 Penalty: 5250.344727
	Iteration 27Q: 3 clusters Score -5134185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5134185.000000 Penalty: 5250.344727
	Iteration 28F: 3 clusters Score -5134185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -319559.843750 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -319559.8 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 1321 members 
Entering Unmasked Estep 
Score: -316629.687500 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -316629.7 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -317268.125000 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -317268.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -317513.562500 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -317513.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -317694.468750 Penalty: 3890.743408
	Iteration 3F: 3 clusters Score -317694.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -317858.218750 Penalty: 3890.743408
	Iteration 4F: 3 clusters Score -317858.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -317982.812500 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -317982.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -318074.062500 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -318074.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -318147.312500 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -318147.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -318195.937500 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -318195.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -318230.000000 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -318230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -318267.687500 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -318267.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -318292.437500 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -318292.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -318311.812500 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -318311.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -318333.218750 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -318333.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -318351.500000 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -318351.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -318369.875000 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -318369.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -318394.937500 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -318394.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -318421.468750 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -318421.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -318452.968750 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -318453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -318489.500000 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -318489.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -318516.312500 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -318516.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -318545.968750 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -318546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -318566.062500 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -318566.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -318582.718750 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -318582.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -318603.125000 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -318603.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -318626.500000 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -318626.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -318654.312500 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -318654.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -318676.062500 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -318676.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -318707.687500 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -318707.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -318728.343750 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -318728.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -318746.031250 Penalty: 3890.743408
	Iteration 30Q: 3 clusters Score -318746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -318751.656250 Penalty: 3890.743408
	Iteration 31Q: 3 clusters Score -318751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -318756.312500 Penalty: 3890.743408
	Iteration 32Q: 3 clusters Score -318756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -318761.781250 Penalty: 3890.743408
	Iteration 33Q: 3 clusters Score -318761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -318771.812500 Penalty: 3890.743408
	Iteration 34Q: 3 clusters Score -318771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -318777.562500 Penalty: 3890.743408
	Iteration 35Q: 3 clusters Score -318777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -318781.156250 Penalty: 3890.743408
	Iteration 36Q: 3 clusters Score -318781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -318784.781250 Penalty: 3890.743408
	Iteration 37Q: 3 clusters Score -318784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -318790.375000 Penalty: 3890.743408
	Iteration 38Q: 3 clusters Score -318790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -318797.437500 Penalty: 3890.743408
	Iteration 39Q: 3 clusters Score -318797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -318802.000000 Penalty: 3890.743408
	Iteration 40F: 3 clusters Score -318802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -318802.875000 Penalty: 3890.743408
	Iteration 41Q: 3 clusters Score -318802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -318802.875000 Penalty: 3890.743408
	Iteration 42F: 3 clusters Score -318802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -90867.304688 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -90867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89161.593750 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -89161.59 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89366.531250 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -89366.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89420.234375 Penalty: 3254.271240
	Iteration 2Q: 3 clusters Score -89420.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89454.046875 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -89454.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89459.273438 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -89459.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89461.320312 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -89461.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89462.656250 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -89462.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89465.015625 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -89465.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89465.015625 Penalty: 3254.271240
	Iteration 8F: 3 clusters Score -89465.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Entering Unmasked Estep 
Score: -1031346.062500 Penalty: 2216.234619
	Iteration 0F: 2 clusters Score -1031346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1025147.250000 Penalty: 4432.469238
	Iteration 0F: 3 clusters Score -1025147 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1026840.000000 Penalty: 4432.469238
	Iteration 1F: 3 clusters Score -1026840 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1027056.750000 Penalty: 4432.469238
	Iteration 2F: 3 clusters Score -1027057 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1027187.562500 Penalty: 4432.469238
	Iteration 3Q: 3 clusters Score -1027188 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1027282.187500 Penalty: 4432.469238
	Iteration 4Q: 3 clusters Score -1027282 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1027347.937500 Penalty: 4432.469238
	Iteration 5Q: 3 clusters Score -1027348 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1027393.562500 Penalty: 4432.469238
	Iteration 6Q: 3 clusters Score -1027394 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1027440.062500 Penalty: 4432.469238
	Iteration 7Q: 3 clusters Score -1027440 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1027480.125000 Penalty: 4432.469238
	Iteration 8Q: 3 clusters Score -1027480 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1027522.000000 Penalty: 4432.469238
	Iteration 9Q: 3 clusters Score -1027522 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1027558.687500 Penalty: 4432.469238
	Iteration 10Q: 3 clusters Score -1027559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1027591.875000 Penalty: 4432.469238
	Iteration 11Q: 3 clusters Score -1027592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1027621.812500 Penalty: 4432.469238
	Iteration 12Q: 3 clusters Score -1027622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1027656.875000 Penalty: 4432.469238
	Iteration 13Q: 3 clusters Score -1027657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1027692.062500 Penalty: 4432.469238
	Iteration 14Q: 3 clusters Score -1027692 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1027743.687500 Penalty: 4432.469238
	Iteration 15Q: 3 clusters Score -1027744 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1027804.562500 Penalty: 4432.469238
	Iteration 16Q: 3 clusters Score -1027805 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1027873.375000 Penalty: 4432.469238
	Iteration 17Q: 3 clusters Score -1027873 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1027964.187500 Penalty: 4432.469238
	Iteration 18Q: 3 clusters Score -1027964 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1028062.875000 Penalty: 4432.469238
	Iteration 19Q: 3 clusters Score -1028063 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1028155.062500 Penalty: 4432.469238
	Iteration 20F: 3 clusters Score -1028155 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1028276.937500 Penalty: 4432.469238
	Iteration 21Q: 3 clusters Score -1028277 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1028430.062500 Penalty: 4432.469238
	Iteration 22Q: 3 clusters Score -1028430 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1028590.875000 Penalty: 4432.469238
	Iteration 23Q: 3 clusters Score -1028591 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1028769.187500 Penalty: 4432.469238
	Iteration 24Q: 3 clusters Score -1028769 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1028933.437500 Penalty: 4432.469238
	Iteration 25Q: 3 clusters Score -1028933 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1029074.937500 Penalty: 4432.469238
	Iteration 26Q: 3 clusters Score -1029075 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1029182.437500 Penalty: 4432.469238
	Iteration 27Q: 3 clusters Score -1029182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1029241.625000 Penalty: 4432.469238
	Iteration 28Q: 3 clusters Score -1029242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1029279.125000 Penalty: 4432.469238
	Iteration 29Q: 3 clusters Score -1029279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1029301.312500 Penalty: 4432.469238
	Iteration 30Q: 3 clusters Score -1029301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1029321.750000 Penalty: 4432.469238
	Iteration 31Q: 3 clusters Score -1029322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1029342.687500 Penalty: 4432.469238
	Iteration 32Q: 3 clusters Score -1029343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1029358.812500 Penalty: 4432.469238
	Iteration 33Q: 3 clusters Score -1029359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1029370.250000 Penalty: 4432.469238
	Iteration 34Q: 3 clusters Score -1029370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1029379.625000 Penalty: 4432.469238
	Iteration 35Q: 3 clusters Score -1029380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1029387.312500 Penalty: 4432.469238
	Iteration 36Q: 3 clusters Score -1029387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1029393.250000 Penalty: 4432.469238
	Iteration 37Q: 3 clusters Score -1029393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1029395.250000 Penalty: 4432.469238
	Iteration 38Q: 3 clusters Score -1029395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1029403.000000 Penalty: 4432.469238
	Iteration 39Q: 3 clusters Score -1029403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1029406.812500 Penalty: 4432.469238
	Iteration 40F: 3 clusters Score -1029407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1029411.250000 Penalty: 4432.469238
	Iteration 41Q: 3 clusters Score -1029411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1029416.812500 Penalty: 4432.469238
	Iteration 42Q: 3 clusters Score -1029417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1029416.375000 Penalty: 4432.469238
	Iteration 43Q: 3 clusters Score -1029416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1029418.562500 Penalty: 4432.469238
	Iteration 44Q: 3 clusters Score -1029419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1029422.187500 Penalty: 4432.469238
	Iteration 45Q: 3 clusters Score -1029422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1029424.750000 Penalty: 4432.469238
	Iteration 46Q: 3 clusters Score -1029425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1029424.750000 Penalty: 4432.469238
	Iteration 47F: 3 clusters Score -1029425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Entering Unmasked Estep 
Score: -1403717.625000 Penalty: 2301.175537
	Iteration 0F: 2 clusters Score -1403718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1395620.500000 Penalty: 4602.351074
	Iteration 0F: 3 clusters Score -1395620 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1397809.375000 Penalty: 4602.351074
	Iteration 1F: 3 clusters Score -1397809 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1398047.625000 Penalty: 4602.351074
	Iteration 2F: 3 clusters Score -1398048 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1398245.375000 Penalty: 4602.351074
	Iteration 3Q: 3 clusters Score -1398245 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1398422.375000 Penalty: 4602.351074
	Iteration 4Q: 3 clusters Score -1398422 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1398554.625000 Penalty: 4602.351074
	Iteration 5Q: 3 clusters Score -1398555 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1398677.250000 Penalty: 4602.351074
	Iteration 6Q: 3 clusters Score -1398677 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1398799.625000 Penalty: 4602.351074
	Iteration 7Q: 3 clusters Score -1398800 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1398943.500000 Penalty: 4602.351074
	Iteration 8Q: 3 clusters Score -1398944 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1399109.625000 Penalty: 4602.351074
	Iteration 9Q: 3 clusters Score -1399110 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1399330.000000 Penalty: 4602.351074
	Iteration 10Q: 3 clusters Score -1399330 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1399617.250000 Penalty: 4602.351074
	Iteration 11Q: 3 clusters Score -1399617 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1399945.125000 Penalty: 4602.351074
	Iteration 12Q: 3 clusters Score -1399945 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1400267.875000 Penalty: 4602.351074
	Iteration 13Q: 3 clusters Score -1400268 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1400611.125000 Penalty: 4602.351074
	Iteration 14Q: 3 clusters Score -1400611 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1400880.625000 Penalty: 4602.351074
	Iteration 15Q: 3 clusters Score -1400881 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1401100.375000 Penalty: 4602.351074
	Iteration 16Q: 3 clusters Score -1401100 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1401266.375000 Penalty: 4602.351074
	Iteration 17Q: 3 clusters Score -1401266 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1401379.125000 Penalty: 4602.351074
	Iteration 18Q: 3 clusters Score -1401379 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1401465.250000 Penalty: 4602.351074
	Iteration 19Q: 3 clusters Score -1401465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1401530.375000 Penalty: 4602.351074
	Iteration 20F: 3 clusters Score -1401530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1401569.125000 Penalty: 4602.351074
	Iteration 21Q: 3 clusters Score -1401569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1401600.250000 Penalty: 4602.351074
	Iteration 22Q: 3 clusters Score -1401600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1401615.125000 Penalty: 4602.351074
	Iteration 23Q: 3 clusters Score -1401615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1401631.500000 Penalty: 4602.351074
	Iteration 24Q: 3 clusters Score -1401632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1401645.250000 Penalty: 4602.351074
	Iteration 25Q: 3 clusters Score -1401645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1401652.375000 Penalty: 4602.351074
	Iteration 26Q: 3 clusters Score -1401652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1401659.000000 Penalty: 4602.351074
	Iteration 27Q: 3 clusters Score -1401659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1401664.750000 Penalty: 4602.351074
	Iteration 28Q: 3 clusters Score -1401665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1401669.125000 Penalty: 4602.351074
	Iteration 29Q: 3 clusters Score -1401669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1401672.375000 Penalty: 4602.351074
	Iteration 30Q: 3 clusters Score -1401672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1401674.375000 Penalty: 4602.351074
	Iteration 31Q: 3 clusters Score -1401674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1401680.375000 Penalty: 4602.351074
	Iteration 32Q: 3 clusters Score -1401680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1401688.250000 Penalty: 4602.351074
	Iteration 33Q: 3 clusters Score -1401688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1401689.000000 Penalty: 4602.351074
	Iteration 34Q: 3 clusters Score -1401689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1401689.000000 Penalty: 4602.351074
	Iteration 35F: 3 clusters Score -1401689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Entering Unmasked Estep 
Score: -5973953.500000 Penalty: 2674.083740
	Iteration 0F: 2 clusters Score -5973954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -5941544.500000 Penalty: 5348.167480
	Iteration 0F: 3 clusters Score -5941544 nChanged 22164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -5953752.500000 Penalty: 5348.167480
	Iteration 1F: 3 clusters Score -5953752 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -5954334.000000 Penalty: 5348.167480
	Iteration 2Q: 3 clusters Score -5954334 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -5954896.500000 Penalty: 5348.167480
	Iteration 3Q: 3 clusters Score -5954896 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5955400.500000 Penalty: 5348.167480
	Iteration 4Q: 3 clusters Score -5955400 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -5955979.500000 Penalty: 5348.167480
	Iteration 5Q: 3 clusters Score -5955980 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -5956575.500000 Penalty: 5348.167480
	Iteration 6Q: 3 clusters Score -5956576 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -5957325.500000 Penalty: 5348.167480
	Iteration 7Q: 3 clusters Score -5957326 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -5958211.000000 Penalty: 5348.167480
	Iteration 8Q: 3 clusters Score -5958211 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -5959248.500000 Penalty: 5348.167480
	Iteration 9Q: 3 clusters Score -5959248 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -5960428.500000 Penalty: 5348.167480
	Iteration 10Q: 3 clusters Score -5960428 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -5961777.500000 Penalty: 5348.167480
	Iteration 11Q: 3 clusters Score -5961778 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -5963058.000000 Penalty: 5348.167480
	Iteration 12Q: 3 clusters Score -5963058 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5964045 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5964678 nChanged 1166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5965050 nChanged 959
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5965246 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5965494 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5965684 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5965846 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5966091.500000 Penalty: 5348.167480
	Iteration 20F: 3 clusters Score -5966092 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5966313 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5966530 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5966726 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5966956 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5967151 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5967423 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -5967691.500000 Penalty: 5348.167480
	Iteration 27Q: 3 clusters Score -5967692 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5967995 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5968328 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5968704.500000 Penalty: 5348.167480
	Iteration 30Q: 3 clusters Score -5968704 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -5969101.000000 Penalty: 5348.167480
	Iteration 31Q: 3 clusters Score -5969101 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5969442 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5969762 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5970050 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5970298 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5970473 nChanged 407
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5970662 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5970832.000000 Penalty: 5348.167480
	Iteration 38Q: 3 clusters Score -5970832 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -5970985.500000 Penalty: 5348.167480
	Iteration 39Q: 3 clusters Score -5970986 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -5971137.500000 Penalty: 5348.167480
	Iteration 40F: 3 clusters Score -5971138 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5971264 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5971364 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5971434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5971506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5971552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5971605 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5971639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5971670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5971698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5971714.000000 Penalty: 5348.167480
	Iteration 50Q: 3 clusters Score -5971714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5971736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5971758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5971770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -5971781.000000 Penalty: 5348.167480
	Iteration 54Q: 3 clusters Score -5971781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -5971783.500000 Penalty: 5348.167480
	Iteration 55Q: 3 clusters Score -5971784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5971799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -5971814.000000 Penalty: 5348.167480
	Iteration 57Q: 3 clusters Score -5971814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -5971820.000000 Penalty: 5348.167480
	Iteration 58Q: 3 clusters Score -5971820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -5971827.500000 Penalty: 5348.167480
	Iteration 59Q: 3 clusters Score -5971828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -5971842.000000 Penalty: 5348.167480
	Iteration 60F: 3 clusters Score -5971842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5971851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5971845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5971848 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5971847 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5971852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5971848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -5971853.000000 Penalty: 5348.167480
	Iteration 67Q: 3 clusters Score -5971853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5971851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -5971858.500000 Penalty: 5348.167480
	Iteration 69Q: 3 clusters Score -5971858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -5971864.000000 Penalty: 5348.167480
	Iteration 70Q: 3 clusters Score -5971864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -5971863.000000 Penalty: 5348.167480
	Iteration 71Q: 3 clusters Score -5971863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5971863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -5971865.500000 Penalty: 5348.167480
	Iteration 73Q: 3 clusters Score -5971866 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5971873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -5971876.000000 Penalty: 5348.167480
	Iteration 75Q: 3 clusters Score -5971876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -5971875.500000 Penalty: 5348.167480
	Iteration 76Q: 3 clusters Score -5971876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -5971869.500000 Penalty: 5348.167480
	Iteration 77Q: 3 clusters Score -5971870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5971874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -5971885.000000 Penalty: 5348.167480
	Iteration 79Q: 3 clusters Score -5971885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -5971881.500000 Penalty: 5348.167480
	Iteration 80F: 3 clusters Score -5971882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5971881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -5971886.500000 Penalty: 5348.167480
	Iteration 82Q: 3 clusters Score -5971886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -5971884.000000 Penalty: 5348.167480
	Iteration 83Q: 3 clusters Score -5971884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5971884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5971886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5971886 nChanged 0
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Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
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	Iteration 87F: 3 clusters Score -5971886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29634 members 
Entering Unmasked Estep 
Score: -3991730.500000 Penalty: 2553.575928
	Iteration 0F: 2 clusters Score -3991730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3971370 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3978464 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3978874 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3979193 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3979490.500000 Penalty: 5107.151855
	Iteration 4Q: 3 clusters Score -3979490 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3979743.250000 Penalty: 5107.151855
	Iteration 5Q: 3 clusters Score -3979743 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3980036.750000 Penalty: 5107.151855
	Iteration 6Q: 3 clusters Score -3980037 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3980359.500000 Penalty: 5107.151855
	Iteration 7Q: 3 clusters Score -3980360 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3980736.750000 Penalty: 5107.151855
	Iteration 8Q: 3 clusters Score -3980737 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3981155.000000 Penalty: 5107.151855
	Iteration 9Q: 3 clusters Score -3981155 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3981677.500000 Penalty: 5107.151855
	Iteration 10Q: 3 clusters Score -3981678 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3982294.750000 Penalty: 5107.151855
	Iteration 11Q: 3 clusters Score -3982295 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3983029.750000 Penalty: 5107.151855
	Iteration 12Q: 3 clusters Score -3983030 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -3983840.750000 Penalty: 5107.151855
	Iteration 13Q: 3 clusters Score -3983841 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3984584.500000 Penalty: 5107.151855
	Iteration 14Q: 3 clusters Score -3984584 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3985212.000000 Penalty: 5107.151855
	Iteration 15Q: 3 clusters Score -3985212 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3985636.000000 Penalty: 5107.151855
	Iteration 16Q: 3 clusters Score -3985636 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3985897.000000 Penalty: 5107.151855
	Iteration 17Q: 3 clusters Score -3985897 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3986109.750000 Penalty: 5107.151855
	Iteration 18Q: 3 clusters Score -3986110 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3986317.750000 Penalty: 5107.151855
	Iteration 19Q: 3 clusters Score -3986318 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3986555.250000 Penalty: 5107.151855
	Iteration 20F: 3 clusters Score -3986555 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3986764.000000 Penalty: 5107.151855
	Iteration 21Q: 3 clusters Score -3986764 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3986958.750000 Penalty: 5107.151855
	Iteration 22Q: 3 clusters Score -3986959 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3987162.500000 Penalty: 5107.151855
	Iteration 23Q: 3 clusters Score -3987162 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3987351.750000 Penalty: 5107.151855
	Iteration 24Q: 3 clusters Score -3987352 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3987559.500000 Penalty: 5107.151855
	Iteration 25Q: 3 clusters Score -3987560 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3987794.750000 Penalty: 5107.151855
	Iteration 26Q: 3 clusters Score -3987795 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3988020.750000 Penalty: 5107.151855
	Iteration 27Q: 3 clusters Score -3988021 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3988205.250000 Penalty: 5107.151855
	Iteration 28Q: 3 clusters Score -3988205 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3988395.750000 Penalty: 5107.151855
	Iteration 29Q: 3 clusters Score -3988396 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3988556.500000 Penalty: 5107.151855
	Iteration 30Q: 3 clusters Score -3988556 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3988717.750000 Penalty: 5107.151855
	Iteration 31Q: 3 clusters Score -3988718 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3988843.000000 Penalty: 5107.151855
	Iteration 32Q: 3 clusters Score -3988843 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3988944.000000 Penalty: 5107.151855
	Iteration 33Q: 3 clusters Score -3988944 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3989032.000000 Penalty: 5107.151855
	Iteration 34Q: 3 clusters Score -3989032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3989100.500000 Penalty: 5107.151855
	Iteration 35Q: 3 clusters Score -3989100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3989160.250000 Penalty: 5107.151855
	Iteration 36Q: 3 clusters Score -3989160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3989213.250000 Penalty: 5107.151855
	Iteration 37Q: 3 clusters Score -3989213 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3989256.500000 Penalty: 5107.151855
	Iteration 38Q: 3 clusters Score -3989256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3989287.250000 Penalty: 5107.151855
	Iteration 39Q: 3 clusters Score -3989287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3989320.500000 Penalty: 5107.151855
	Iteration 40F: 3 clusters Score -3989320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3989347.250000 Penalty: 5107.151855
	Iteration 41Q: 3 clusters Score -3989347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3989364.000000 Penalty: 5107.151855
	Iteration 42Q: 3 clusters Score -3989364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3989374.500000 Penalty: 5107.151855
	Iteration 43Q: 3 clusters Score -3989374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3989390.750000 Penalty: 5107.151855
	Iteration 44Q: 3 clusters Score -3989391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3989408.250000 Penalty: 5107.151855
	Iteration 45Q: 3 clusters Score -3989408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3989420.250000 Penalty: 5107.151855
	Iteration 46Q: 3 clusters Score -3989420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3989435.750000 Penalty: 5107.151855
	Iteration 47Q: 3 clusters Score -3989436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3989458.000000 Penalty: 5107.151855
	Iteration 48Q: 3 clusters Score -3989458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3989468.250000 Penalty: 5107.151855
	Iteration 49Q: 3 clusters Score -3989468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3989461.250000 Penalty: 5107.151855
	Iteration 50Q: 3 clusters Score -3989461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3989467.250000 Penalty: 5107.151855
	Iteration 51Q: 3 clusters Score -3989467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3989477.250000 Penalty: 5107.151855
	Iteration 52Q: 3 clusters Score -3989477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3989481.000000 Penalty: 5107.151855
	Iteration 53Q: 3 clusters Score -3989481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3989488.000000 Penalty: 5107.151855
	Iteration 54Q: 3 clusters Score -3989488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3989482.750000 Penalty: 5107.151855
	Iteration 55Q: 3 clusters Score -3989483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3989489.250000 Penalty: 5107.151855
	Iteration 56Q: 3 clusters Score -3989489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3989490.250000 Penalty: 5107.151855
	Iteration 57Q: 3 clusters Score -3989490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3989491.000000 Penalty: 5107.151855
	Iteration 58Q: 3 clusters Score -3989491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3989500.000000 Penalty: 5107.151855
	Iteration 59Q: 3 clusters Score -3989500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3989500.000000 Penalty: 5107.151855
	Iteration 60F: 3 clusters Score -3989500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Entering Unmasked Estep 
Score: -7242745.000000 Penalty: 2703.536865
	Iteration 0F: 2 clusters Score -7242745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -7206017.500000 Penalty: 5407.073730
	Iteration 0F: 3 clusters Score -7206018 nChanged 25221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -7220133.000000 Penalty: 5407.073730
	Iteration 1F: 3 clusters Score -7220133 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -7220621.500000 Penalty: 5407.073730
	Iteration 2Q: 3 clusters Score -7220622 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -7221173.000000 Penalty: 5407.073730
	Iteration 3Q: 3 clusters Score -7221173 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7221678.500000 Penalty: 5407.073730
	Iteration 4Q: 3 clusters Score -7221678 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -7222255.000000 Penalty: 5407.073730
	Iteration 5Q: 3 clusters Score -7222255 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -7223029.500000 Penalty: 5407.073730
	Iteration 6Q: 3 clusters Score -7223030 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -7224180.500000 Penalty: 5407.073730
	Iteration 7Q: 3 clusters Score -7224180 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -7226000.000000 Penalty: 5407.073730
	Iteration 8F: 3 clusters Score -7226000 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -7228240.000000 Penalty: 5407.073730
	Iteration 9F: 3 clusters Score -7228240 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -7230708.000000 Penalty: 5407.073730
	Iteration 10F: 3 clusters Score -7230708 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -7232965.500000 Penalty: 5407.073730
	Iteration 11F: 3 clusters Score -7232966 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -7234727.000000 Penalty: 5407.073730
	Iteration 12Q: 3 clusters Score -7234727 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -7236083.500000 Penalty: 5407.073730
	Iteration 13Q: 3 clusters Score -7236084 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -7237018.000000 Penalty: 5407.073730
	Iteration 14Q: 3 clusters Score -7237018 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -7237711.000000 Penalty: 5407.073730
	Iteration 15Q: 3 clusters Score -7237711 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -7238229.500000 Penalty: 5407.073730
	Iteration 16Q: 3 clusters Score -7238230 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7238587.000000 Penalty: 5407.073730
	Iteration 17Q: 3 clusters Score -7238587 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7238827.500000 Penalty: 5407.073730
	Iteration 18Q: 3 clusters Score -7238828 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7239035.500000 Penalty: 5407.073730
	Iteration 19Q: 3 clusters Score -7239036 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7239204.500000 Penalty: 5407.073730
	Iteration 20F: 3 clusters Score -7239204 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7239333.000000 Penalty: 5407.073730
	Iteration 21Q: 3 clusters Score -7239333 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7239457.500000 Penalty: 5407.073730
	Iteration 22Q: 3 clusters Score -7239458 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7239582.500000 Penalty: 5407.073730
	Iteration 23Q: 3 clusters Score -7239582 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7239699.500000 Penalty: 5407.073730
	Iteration 24Q: 3 clusters Score -7239700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7239749.000000 Penalty: 5407.073730
	Iteration 25Q: 3 clusters Score -7239749 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7239851.500000 Penalty: 5407.073730
	Iteration 26Q: 3 clusters Score -7239852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7239921.500000 Penalty: 5407.073730
	Iteration 27Q: 3 clusters Score -7239922 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7239986.500000 Penalty: 5407.073730
	Iteration 28Q: 3 clusters Score -7239986 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7240048.500000 Penalty: 5407.073730
	Iteration 29Q: 3 clusters Score -7240048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7240097.500000 Penalty: 5407.073730
	Iteration 30Q: 3 clusters Score -7240098 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7240164.000000 Penalty: 5407.073730
	Iteration 31Q: 3 clusters Score -7240164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7240223.000000 Penalty: 5407.073730
	Iteration 32Q: 3 clusters Score -7240223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7240248.500000 Penalty: 5407.073730
	Iteration 33Q: 3 clusters Score -7240248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7240288.000000 Penalty: 5407.073730
	Iteration 34Q: 3 clusters Score -7240288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7240303.500000 Penalty: 5407.073730
	Iteration 35Q: 3 clusters Score -7240304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7240325.500000 Penalty: 5407.073730
	Iteration 36Q: 3 clusters Score -7240326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7240349.500000 Penalty: 5407.073730
	Iteration 37Q: 3 clusters Score -7240350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7240369.000000 Penalty: 5407.073730
	Iteration 38Q: 3 clusters Score -7240369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7240371.000000 Penalty: 5407.073730
	Iteration 39Q: 3 clusters Score -7240371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7240375.500000 Penalty: 5407.073730
	Iteration 40F: 3 clusters Score -7240376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7240374.000000 Penalty: 5407.073730
	Iteration 41Q: 3 clusters Score -7240374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7240386.000000 Penalty: 5407.073730
	Iteration 42Q: 3 clusters Score -7240386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7240389.000000 Penalty: 5407.073730
	Iteration 43Q: 3 clusters Score -7240389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7240389.000000 Penalty: 5407.073730
	Iteration 44Q: 3 clusters Score -7240389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7240393.500000 Penalty: 5407.073730
	Iteration 45Q: 3 clusters Score -7240394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7240387.000000 Penalty: 5407.073730
	Iteration 46Q: 3 clusters Score -7240387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7240384.500000 Penalty: 5407.073730
	Iteration 47Q: 3 clusters Score -7240384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7240384.000000 Penalty: 5407.073730
	Iteration 48Q: 3 clusters Score -7240384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7240384.000000 Penalty: 5407.073730
	Iteration 49F: 3 clusters Score -7240384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26907.894531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -26907.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25724.498047 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -25724.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25836.152344 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -25836.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25899.136719 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -25899.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25916.378906 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -25916.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25920.701172 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -25920.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25924.029297 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -25924.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25927.835938 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -25927.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25927.835938 Penalty: 2805.372070
	Iteration 7F: 3 clusters Score -25927.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152368 members 
Entering Unmasked Estep 
Score: -20266180.000000 Penalty: 2959.645508
	Iteration 0F: 2 clusters Score -2.026618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -20164952.000000 Penalty: 5919.291016
	Iteration 0F: 3 clusters Score -2.016495e+07 nChanged 72905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -20207154.000000 Penalty: 5919.291016
	Iteration 1F: 3 clusters Score -2.020715e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -20208456.000000 Penalty: 5919.291016
	Iteration 2Q: 3 clusters Score -2.020846e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -20209860.000000 Penalty: 5919.291016
	Iteration 3Q: 3 clusters Score -2.020986e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -20212132.000000 Penalty: 5919.291016
	Iteration 4Q: 3 clusters Score -2.021213e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -20215320.000000 Penalty: 5919.291016
	Iteration 5Q: 3 clusters Score -2.021532e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -20219618.000000 Penalty: 5919.291016
	Iteration 6Q: 3 clusters Score -2.021962e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 99833 members 
Entering Unmasked Estep 
Score: -20225416.000000 Penalty: 5919.291016
	Iteration 7F: 3 clusters Score -2.022542e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -20231976.000000 Penalty: 5919.291016
	Iteration 8F: 3 clusters Score -2.023198e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 111917 members 
Entering Unmasked Estep 
Score: -20238306.000000 Penalty: 5919.291016
	Iteration 9F: 3 clusters Score -2.023831e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 116625 members 
Entering Unmasked Estep 
Score: -20243292.000000 Penalty: 5919.291016
	Iteration 10Q: 3 clusters Score -2.024329e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 120274 members 
Entering Unmasked Estep 
Score: -20246820.000000 Penalty: 5919.291016
	Iteration 11Q: 3 clusters Score -2.024682e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 123144 members 
Entering Unmasked Estep 
Score: -20249062.000000 Penalty: 5919.291016
	Iteration 12Q: 3 clusters Score -2.024906e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -20250462.000000 Penalty: 5919.291016
	Iteration 13Q: 3 clusters Score -2.025046e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 128015 members 
Entering Unmasked Estep 
Score: -20251658.000000 Penalty: 5919.291016
	Iteration 14Q: 3 clusters Score -2.025166e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 130338 members 
Entering Unmasked Estep 
Score: -20252584.000000 Penalty: 5919.291016
	Iteration 15Q: 3 clusters Score -2.025258e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 132703 members 
Entering Unmasked Estep 
Score: -20253692.000000 Penalty: 5919.291016
	Iteration 16Q: 3 clusters Score -2.025369e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 135031 members 
Entering Unmasked Estep 
Score: -20254728.000000 Penalty: 5919.291016
	Iteration 17Q: 3 clusters Score -2.025473e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -20255652.000000 Penalty: 5919.291016
	Iteration 18Q: 3 clusters Score -2.025565e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 139481 members 
Entering Unmasked Estep 
Score: -20256700.000000 Penalty: 5919.291016
	Iteration 19Q: 3 clusters Score -2.02567e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 141621 members 
Entering Unmasked Estep 
Score: -20257850.000000 Penalty: 5919.291016
	Iteration 20F: 3 clusters Score -2.025785e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 143657 members 
Entering Unmasked Estep 
Score: -20258958.000000 Penalty: 5919.291016
	Iteration 21Q: 3 clusters Score -2.025896e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 145542 members 
Entering Unmasked Estep 
Score: -20260028.000000 Penalty: 5919.291016
	Iteration 22Q: 3 clusters Score -2.026003e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -20260972.000000 Penalty: 5919.291016
	Iteration 23Q: 3 clusters Score -2.026097e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -20261660.000000 Penalty: 5919.291016
	Iteration 24Q: 3 clusters Score -2.026166e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 149261 members 
Entering Unmasked Estep 
Score: -20262128.000000 Penalty: 5919.291016
	Iteration 25Q: 3 clusters Score -2.026213e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -20262556.000000 Penalty: 5919.291016
	Iteration 26Q: 3 clusters Score -2.026256e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 150412 members 
Entering Unmasked Estep 
Score: -20262858.000000 Penalty: 5919.291016
	Iteration 27Q: 3 clusters Score -2.026286e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -20262956.000000 Penalty: 5919.291016
	Iteration 28Q: 3 clusters Score -2.026296e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 150932 members 
Entering Unmasked Estep 
Score: -20263092.000000 Penalty: 5919.291016
	Iteration 29Q: 3 clusters Score -2.026309e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 151066 members 
Entering Unmasked Estep 
Score: -20263174.000000 Penalty: 5919.291016
	Iteration 30Q: 3 clusters Score -2.026317e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 151168 members 
Entering Unmasked Estep 
Score: -20263250.000000 Penalty: 5919.291016
	Iteration 31Q: 3 clusters Score -2.026325e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 151259 members 
Entering Unmasked Estep 
Score: -20263354.000000 Penalty: 5919.291016
	Iteration 32Q: 3 clusters Score -2.026335e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -20263416.000000 Penalty: 5919.291016
	Iteration 33Q: 3 clusters Score -2.026342e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 151395 members 
Entering Unmasked Estep 
Score: -20263454.000000 Penalty: 5919.291016
	Iteration 34Q: 3 clusters Score -2.026345e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 151440 members 
Entering Unmasked Estep 
Score: -20263478.000000 Penalty: 5919.291016
	Iteration 35Q: 3 clusters Score -2.026348e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 151486 members 
Entering Unmasked Estep 
Score: -20263524.000000 Penalty: 5919.291016
	Iteration 36Q: 3 clusters Score -2.026352e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -20263552.000000 Penalty: 5919.291016
	Iteration 37Q: 3 clusters Score -2.026355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -20263580.000000 Penalty: 5919.291016
	Iteration 38Q: 3 clusters Score -2.026358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 151566 members 
Entering Unmasked Estep 
Score: -20263588.000000 Penalty: 5919.291016
	Iteration 39Q: 3 clusters Score -2.026359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -20263612.000000 Penalty: 5919.291016
	Iteration 40F: 3 clusters Score -2.026361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 151609 members 
Entering Unmasked Estep 
Score: -20263652.000000 Penalty: 5919.291016
	Iteration 41Q: 3 clusters Score -2.026365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -20263664.000000 Penalty: 5919.291016
	Iteration 42Q: 3 clusters Score -2.026366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 151626 members 
Entering Unmasked Estep 
Score: -20263666.000000 Penalty: 5919.291016
	Iteration 43Q: 3 clusters Score -2.026367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 151633 members 
Entering Unmasked Estep 
Score: -20263682.000000 Penalty: 5919.291016
	Iteration 44Q: 3 clusters Score -2.026368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -20263698.000000 Penalty: 5919.291016
	Iteration 45Q: 3 clusters Score -2.02637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 151645 members 
Entering Unmasked Estep 
Score: -20263696.000000 Penalty: 5919.291016
	Iteration 46Q: 3 clusters Score -2.02637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 151650 members 
Entering Unmasked Estep 
Score: -20263700.000000 Penalty: 5919.291016
	Iteration 47Q: 3 clusters Score -2.02637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 151652 members 
Entering Unmasked Estep 
Score: -20263690.000000 Penalty: 5919.291016
	Iteration 48Q: 3 clusters Score -2.026369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 151654 members 
Entering Unmasked Estep 
Score: -20263704.000000 Penalty: 5919.291016
	Iteration 49Q: 3 clusters Score -2.02637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 151653 members 
Entering Unmasked Estep 
Score: -20263704.000000 Penalty: 5919.291016
	Iteration 50Q: 3 clusters Score -2.02637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 151656 members 
Entering Unmasked Estep 
Score: -20263718.000000 Penalty: 5919.291016
	Iteration 51Q: 3 clusters Score -2.026372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -20263708.000000 Penalty: 5919.291016
	Iteration 52Q: 3 clusters Score -2.026371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 151661 members 
Entering Unmasked Estep 
Score: -20263710.000000 Penalty: 5919.291016
	Iteration 53Q: 3 clusters Score -2.026371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 151663 members 
Entering Unmasked Estep 
Score: -20263710.000000 Penalty: 5919.291016
	Iteration 54Q: 3 clusters Score -2.026371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 151664 members 
Entering Unmasked Estep 
Score: -20263714.000000 Penalty: 5919.291016
	Iteration 55Q: 3 clusters Score -2.026371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -20263724.000000 Penalty: 5919.291016
	Iteration 56Q: 3 clusters Score -2.026372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -20263702.000000 Penalty: 5919.291016
	Iteration 57Q: 3 clusters Score -2.02637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -20263702.000000 Penalty: 5919.291016
	Iteration 58F: 3 clusters Score -2.02637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Entering Unmasked Estep 
Score: -8698249.000000 Penalty: 2748.371338
	Iteration 0F: 2 clusters Score -8698249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -8654761.000000 Penalty: 5496.742676
	Iteration 0F: 3 clusters Score -8654761 nChanged 30282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -8671946.000000 Penalty: 5496.742676
	Iteration 1F: 3 clusters Score -8671946 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -8672727.000000 Penalty: 5496.742676
	Iteration 2Q: 3 clusters Score -8672727 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -8673552.000000 Penalty: 5496.742676
	Iteration 3Q: 3 clusters Score -8673552 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -8674718.000000 Penalty: 5496.742676
	Iteration 4Q: 3 clusters Score -8674718 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -8676229.000000 Penalty: 5496.742676
	Iteration 5Q: 3 clusters Score -8676229 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -8678309.000000 Penalty: 5496.742676
	Iteration 6F: 3 clusters Score -8678309 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -8681267.000000 Penalty: 5496.742676
	Iteration 7F: 3 clusters Score -8681267 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -8684977.000000 Penalty: 5496.742676
	Iteration 8F: 3 clusters Score -8684977 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -8688666.000000 Penalty: 5496.742676
	Iteration 9F: 3 clusters Score -8688666 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -8690977.000000 Penalty: 5496.742676
	Iteration 10F: 3 clusters Score -8690977 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -8692010.000000 Penalty: 5496.742676
	Iteration 11Q: 3 clusters Score -8692010 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -8692487.000000 Penalty: 5496.742676
	Iteration 12Q: 3 clusters Score -8692487 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -8692768.000000 Penalty: 5496.742676
	Iteration 13Q: 3 clusters Score -8692768 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -8693018.000000 Penalty: 5496.742676
	Iteration 14Q: 3 clusters Score -8693018 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -8693194.000000 Penalty: 5496.742676
	Iteration 15Q: 3 clusters Score -8693194 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -8693321.000000 Penalty: 5496.742676
	Iteration 16Q: 3 clusters Score -8693321 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8693486 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8693646 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -8693873.000000 Penalty: 5496.742676
	Iteration 19Q: 3 clusters Score -8693873 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -8694119.000000 Penalty: 5496.742676
	Iteration 20F: 3 clusters Score -8694119 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -8694439.000000 Penalty: 5496.742676
	Iteration 21Q: 3 clusters Score -8694439 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -8694798.000000 Penalty: 5496.742676
	Iteration 22Q: 3 clusters Score -8694798 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -8695271.000000 Penalty: 5496.742676
	Iteration 23Q: 3 clusters Score -8695271 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -8695864.000000 Penalty: 5496.742676
	Iteration 24Q: 3 clusters Score -8695864 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -8696659.000000 Penalty: 5496.742676
	Iteration 25Q: 3 clusters Score -8696659 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -8697565.000000 Penalty: 5496.742676
	Iteration 26Q: 3 clusters Score -8697565 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -8698432.000000 Penalty: 5496.742676
	Iteration 27Q: 3 clusters Score -8698432 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -8698986.000000 Penalty: 5496.742676
	Iteration 28Q: 3 clusters Score -8698986 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -8699347.000000 Penalty: 5496.742676
	Iteration 29Q: 3 clusters Score -8699347 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -8699552.000000 Penalty: 5496.742676
	Iteration 30Q: 3 clusters Score -8699552 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -8699720.000000 Penalty: 5496.742676
	Iteration 31Q: 3 clusters Score -8699720 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -8699858.000000 Penalty: 5496.742676
	Iteration 32Q: 3 clusters Score -8699858 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -8699869.000000 Penalty: 5496.742676
	Iteration 33Q: 3 clusters Score -8699869 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -8699914.000000 Penalty: 5496.742676
	Iteration 34Q: 3 clusters Score -8699914 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -8699958.000000 Penalty: 5496.742676
	Iteration 35Q: 3 clusters Score -8699958 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -8699978.000000 Penalty: 5496.742676
	Iteration 36Q: 3 clusters Score -8699978 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -8699966.000000 Penalty: 5496.742676
	Iteration 37Q: 3 clusters Score -8699966 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -8699987.000000 Penalty: 5496.742676
	Iteration 38Q: 3 clusters Score -8699987 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -8699969.000000 Penalty: 5496.742676
	Iteration 39Q: 3 clusters Score -8699969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -8700009.000000 Penalty: 5496.742676
	Iteration 40F: 3 clusters Score -8700009 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8700027.000000 Penalty: 5496.742676
	Iteration 41Q: 3 clusters Score -8700027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -8700040.000000 Penalty: 5496.742676
	Iteration 42Q: 3 clusters Score -8700040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -8700036.000000 Penalty: 5496.742676
	Iteration 43Q: 3 clusters Score -8700036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -8700048.000000 Penalty: 5496.742676
	Iteration 44Q: 3 clusters Score -8700048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -8700025.000000 Penalty: 5496.742676
	Iteration 45Q: 3 clusters Score -8700025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -8700030.000000 Penalty: 5496.742676
	Iteration 46Q: 3 clusters Score -8700030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -8700014.000000 Penalty: 5496.742676
	Iteration 47Q: 3 clusters Score -8700014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8700030.000000 Penalty: 5496.742676
	Iteration 48Q: 3 clusters Score -8700030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -8700028.000000 Penalty: 5496.742676
	Iteration 49Q: 3 clusters Score -8700028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8700052.000000 Penalty: 5496.742676
	Iteration 50Q: 3 clusters Score -8700052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -8700061.000000 Penalty: 5496.742676
	Iteration 51Q: 3 clusters Score -8700061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -8700056.000000 Penalty: 5496.742676
	Iteration 52Q: 3 clusters Score -8700056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -8700050.000000 Penalty: 5496.742676
	Iteration 53Q: 3 clusters Score -8700050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -8700052.000000 Penalty: 5496.742676
	Iteration 54Q: 3 clusters Score -8700052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -8700048.000000 Penalty: 5496.742676
	Iteration 55Q: 3 clusters Score -8700048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8700055.000000 Penalty: 5496.742676
	Iteration 56Q: 3 clusters Score -8700055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -8700046.000000 Penalty: 5496.742676
	Iteration 57Q: 3 clusters Score -8700046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -8700046.000000 Penalty: 5496.742676
	Iteration 58Q: 3 clusters Score -8700046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8700039.000000 Penalty: 5496.742676
	Iteration 59Q: 3 clusters Score -8700039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -8700039.000000 Penalty: 5496.742676
	Iteration 60F: 3 clusters Score -8700039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8700041.000000 Penalty: 5496.742676
	Iteration 61Q: 3 clusters Score -8700041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -8700044.000000 Penalty: 5496.742676
	Iteration 62Q: 3 clusters Score -8700044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -8700045.000000 Penalty: 5496.742676
	Iteration 63Q: 3 clusters Score -8700045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8700047.000000 Penalty: 5496.742676
	Iteration 64Q: 3 clusters Score -8700047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8700045.000000 Penalty: 5496.742676
	Iteration 65Q: 3 clusters Score -8700045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -8700036.000000 Penalty: 5496.742676
	Iteration 66Q: 3 clusters Score -8700036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -8700036.000000 Penalty: 5496.742676
	Iteration 67F: 3 clusters Score -8700036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182408 members 
Mstep: Class 3 contains 85370 members 
Mstep: Class 4 contains 221428 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 39552 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 48175 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 54250 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152368 members 
Mstep: Class 20 contains 22740 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 56532 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 42260 members 
Entering Unmasked Estep 
Score: -133242288.000000 Penalty: 102991.429688
Splitting cluster 20 changes total score from -133240776.000000 to -133242288.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (28088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Entering Unmasked Estep 
Score: -3777279.500000 Penalty: 2540.288086
	Iteration 0F: 2 clusters Score -3777280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3757946.500000 Penalty: 5080.576172
	Iteration 0F: 3 clusters Score -3757946 nChanged 12533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3764904.500000 Penalty: 5080.576172
	Iteration 1F: 3 clusters Score -3764904 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3765710 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3766693.500000 Penalty: 5080.576172
	Iteration 3F: 3 clusters Score -3766694 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3767705.750000 Penalty: 5080.576172
	Iteration 4F: 3 clusters Score -3767706 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3768610.750000 Penalty: 5080.576172
	Iteration 5F: 3 clusters Score -3768611 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3769500.500000 Penalty: 5080.576172
	Iteration 6F: 3 clusters Score -3769500 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3770315.000000 Penalty: 5080.576172
	Iteration 7F: 3 clusters Score -3770315 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3771092.250000 Penalty: 5080.576172
	Iteration 8Q: 3 clusters Score -3771092 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3771784.250000 Penalty: 5080.576172
	Iteration 9Q: 3 clusters Score -3771784 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3772380.500000 Penalty: 5080.576172
	Iteration 10Q: 3 clusters Score -3772380 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3772836.500000 Penalty: 5080.576172
	Iteration 11Q: 3 clusters Score -3772836 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3773205.250000 Penalty: 5080.576172
	Iteration 12Q: 3 clusters Score -3773205 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3773514.500000 Penalty: 5080.576172
	Iteration 13Q: 3 clusters Score -3773514 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3773840.750000 Penalty: 5080.576172
	Iteration 14Q: 3 clusters Score -3773841 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -3774113.250000 Penalty: 5080.576172
	Iteration 15Q: 3 clusters Score -3774113 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3774397.500000 Penalty: 5080.576172
	Iteration 16Q: 3 clusters Score -3774398 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -3774640.500000 Penalty: 5080.576172
	Iteration 17Q: 3 clusters Score -3774640 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3774878.000000 Penalty: 5080.576172
	Iteration 18Q: 3 clusters Score -3774878 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3775100.000000 Penalty: 5080.576172
	Iteration 19Q: 3 clusters Score -3775100 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3775303.250000 Penalty: 5080.576172
	Iteration 20F: 3 clusters Score -3775303 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3775526.250000 Penalty: 5080.576172
	Iteration 21Q: 3 clusters Score -3775526 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3775747.250000 Penalty: 5080.576172
	Iteration 22Q: 3 clusters Score -3775747 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3775982.000000 Penalty: 5080.576172
	Iteration 23Q: 3 clusters Score -3775982 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3776204.500000 Penalty: 5080.576172
	Iteration 24Q: 3 clusters Score -3776204 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3776391.750000 Penalty: 5080.576172
	Iteration 25Q: 3 clusters Score -3776392 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3776560.750000 Penalty: 5080.576172
	Iteration 26Q: 3 clusters Score -3776561 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3776655.500000 Penalty: 5080.576172
	Iteration 27Q: 3 clusters Score -3776656 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3776721.000000 Penalty: 5080.576172
	Iteration 28Q: 3 clusters Score -3776721 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3776786.250000 Penalty: 5080.576172
	Iteration 29Q: 3 clusters Score -3776786 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3776846.250000 Penalty: 5080.576172
	Iteration 30Q: 3 clusters Score -3776846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3776891.250000 Penalty: 5080.576172
	Iteration 31Q: 3 clusters Score -3776891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3776929.500000 Penalty: 5080.576172
	Iteration 32Q: 3 clusters Score -3776930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3776954.250000 Penalty: 5080.576172
	Iteration 33Q: 3 clusters Score -3776954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3776965.750000 Penalty: 5080.576172
	Iteration 34Q: 3 clusters Score -3776966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3776983.250000 Penalty: 5080.576172
	Iteration 35Q: 3 clusters Score -3776983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3776982.500000 Penalty: 5080.576172
	Iteration 36Q: 3 clusters Score -3776982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3776990.750000 Penalty: 5080.576172
	Iteration 37Q: 3 clusters Score -3776991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3776989.750000 Penalty: 5080.576172
	Iteration 38Q: 3 clusters Score -3776990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3776993.750000 Penalty: 5080.576172
	Iteration 39Q: 3 clusters Score -3776994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3776994.000000 Penalty: 5080.576172
	Iteration 40F: 3 clusters Score -3776994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3776998.000000 Penalty: 5080.576172
	Iteration 41Q: 3 clusters Score -3776998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3777003.750000 Penalty: 5080.576172
	Iteration 42Q: 3 clusters Score -3777004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3777005.250000 Penalty: 5080.576172
	Iteration 43Q: 3 clusters Score -3777005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3777004.750000 Penalty: 5080.576172
	Iteration 44Q: 3 clusters Score -3777005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3777008.750000 Penalty: 5080.576172
	Iteration 45Q: 3 clusters Score -3777009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3777005.250000 Penalty: 5080.576172
	Iteration 46Q: 3 clusters Score -3777005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3777006.250000 Penalty: 5080.576172
	Iteration 47Q: 3 clusters Score -3777006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3777007.250000 Penalty: 5080.576172
	Iteration 48Q: 3 clusters Score -3777007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3777007.250000 Penalty: 5080.576172
	Iteration 49Q: 3 clusters Score -3777007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3777007.250000 Penalty: 5080.576172
	Iteration 50Q: 3 clusters Score -3777007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3777012.000000 Penalty: 5080.576172
	Iteration 51Q: 3 clusters Score -3777012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3777005.750000 Penalty: 5080.576172
	Iteration 52Q: 3 clusters Score -3777006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3777005.750000 Penalty: 5080.576172
	Iteration 53F: 3 clusters Score -3777006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -78586.453125 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -78586.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76954.796875 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -76954.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77379.890625 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -77379.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77591.601562 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -77591.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77824.226562 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -77824.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -77982.171875 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -77982.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78069.531250 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -78069.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78138.132812 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -78138.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78218.859375 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -78218.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78263.585938 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -78263.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78292.265625 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -78292.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78323.148438 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -78323.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78330.554688 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -78330.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78332.460938 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -78332.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78333.804688 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -78333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78333.804688 Penalty: 3270.149902
	Iteration 14F: 3 clusters Score -78333.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Entering Unmasked Estep 
Score: -1021260.437500 Penalty: 2231.660645
	Iteration 0F: 2 clusters Score -1021260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1014727.187500 Penalty: 4463.321289
	Iteration 0F: 3 clusters Score -1014727 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1016523.375000 Penalty: 4463.321289
	Iteration 1F: 3 clusters Score -1016523 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1016786.562500 Penalty: 4463.321289
	Iteration 2F: 3 clusters Score -1016787 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1016971.875000 Penalty: 4463.321289
	Iteration 3Q: 3 clusters Score -1016972 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1017117.062500 Penalty: 4463.321289
	Iteration 4Q: 3 clusters Score -1017117 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1017257.125000 Penalty: 4463.321289
	Iteration 5Q: 3 clusters Score -1017257 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1017422.000000 Penalty: 4463.321289
	Iteration 6Q: 3 clusters Score -1017422 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1017603.687500 Penalty: 4463.321289
	Iteration 7Q: 3 clusters Score -1017604 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1017806.875000 Penalty: 4463.321289
	Iteration 8Q: 3 clusters Score -1017807 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1018002.312500 Penalty: 4463.321289
	Iteration 9Q: 3 clusters Score -1018002 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1018141.500000 Penalty: 4463.321289
	Iteration 10Q: 3 clusters Score -1018142 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1018267.500000 Penalty: 4463.321289
	Iteration 11Q: 3 clusters Score -1018268 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1018396.375000 Penalty: 4463.321289
	Iteration 12Q: 3 clusters Score -1018396 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1018520.750000 Penalty: 4463.321289
	Iteration 13Q: 3 clusters Score -1018521 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1018641.312500 Penalty: 4463.321289
	Iteration 14Q: 3 clusters Score -1018641 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1018733.812500 Penalty: 4463.321289
	Iteration 15Q: 3 clusters Score -1018734 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1018799.625000 Penalty: 4463.321289
	Iteration 16Q: 3 clusters Score -1018800 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1018874.812500 Penalty: 4463.321289
	Iteration 17Q: 3 clusters Score -1018875 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1018945.250000 Penalty: 4463.321289
	Iteration 18Q: 3 clusters Score -1018945 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1019007.625000 Penalty: 4463.321289
	Iteration 19Q: 3 clusters Score -1019008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1019075.875000 Penalty: 4463.321289
	Iteration 20F: 3 clusters Score -1019076 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1019146.875000 Penalty: 4463.321289
	Iteration 21Q: 3 clusters Score -1019147 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1019213.875000 Penalty: 4463.321289
	Iteration 22Q: 3 clusters Score -1019214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1019292.625000 Penalty: 4463.321289
	Iteration 23Q: 3 clusters Score -1019293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1019383.250000 Penalty: 4463.321289
	Iteration 24Q: 3 clusters Score -1019383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1019464.937500 Penalty: 4463.321289
	Iteration 25Q: 3 clusters Score -1019465 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1019534.187500 Penalty: 4463.321289
	Iteration 26Q: 3 clusters Score -1019534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1019581.562500 Penalty: 4463.321289
	Iteration 27Q: 3 clusters Score -1019582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1019610.875000 Penalty: 4463.321289
	Iteration 28Q: 3 clusters Score -1019611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1019637.875000 Penalty: 4463.321289
	Iteration 29Q: 3 clusters Score -1019638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1019659.187500 Penalty: 4463.321289
	Iteration 30Q: 3 clusters Score -1019659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1019687.187500 Penalty: 4463.321289
	Iteration 31Q: 3 clusters Score -1019687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1019714.187500 Penalty: 4463.321289
	Iteration 32Q: 3 clusters Score -1019714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1019738.562500 Penalty: 4463.321289
	Iteration 33Q: 3 clusters Score -1019739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1019752.250000 Penalty: 4463.321289
	Iteration 34Q: 3 clusters Score -1019752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1019765.000000 Penalty: 4463.321289
	Iteration 35Q: 3 clusters Score -1019765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1019779.062500 Penalty: 4463.321289
	Iteration 36Q: 3 clusters Score -1019779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1019788.187500 Penalty: 4463.321289
	Iteration 37Q: 3 clusters Score -1019788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1019808.625000 Penalty: 4463.321289
	Iteration 38Q: 3 clusters Score -1019809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1019825.625000 Penalty: 4463.321289
	Iteration 39Q: 3 clusters Score -1019826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1019847.375000 Penalty: 4463.321289
	Iteration 40F: 3 clusters Score -1019847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1019863.125000 Penalty: 4463.321289
	Iteration 41Q: 3 clusters Score -1019863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1019871.937500 Penalty: 4463.321289
	Iteration 42Q: 3 clusters Score -1019872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1019882.875000 Penalty: 4463.321289
	Iteration 43Q: 3 clusters Score -1019883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1019894.625000 Penalty: 4463.321289
	Iteration 44Q: 3 clusters Score -1019895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1019903.187500 Penalty: 4463.321289
	Iteration 45Q: 3 clusters Score -1019903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1019913.687500 Penalty: 4463.321289
	Iteration 46Q: 3 clusters Score -1019914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1019922.375000 Penalty: 4463.321289
	Iteration 47Q: 3 clusters Score -1019922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1019933.937500 Penalty: 4463.321289
	Iteration 48Q: 3 clusters Score -1019934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1019944.875000 Penalty: 4463.321289
	Iteration 49Q: 3 clusters Score -1019945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1019954.562500 Penalty: 4463.321289
	Iteration 50Q: 3 clusters Score -1019955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1019960.625000 Penalty: 4463.321289
	Iteration 51Q: 3 clusters Score -1019961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1019962.312500 Penalty: 4463.321289
	Iteration 52Q: 3 clusters Score -1019962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1019963.937500 Penalty: 4463.321289
	Iteration 53Q: 3 clusters Score -1019964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1019966.500000 Penalty: 4463.321289
	Iteration 54Q: 3 clusters Score -1019966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1019967.687500 Penalty: 4463.321289
	Iteration 55Q: 3 clusters Score -1019968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1019970.500000 Penalty: 4463.321289
	Iteration 56Q: 3 clusters Score -1019970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1019969.500000 Penalty: 4463.321289
	Iteration 57Q: 3 clusters Score -1019970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1019971.062500 Penalty: 4463.321289
	Iteration 58Q: 3 clusters Score -1019971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1019974.000000 Penalty: 4463.321289
	Iteration 59Q: 3 clusters Score -1019974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1019975.812500 Penalty: 4463.321289
	Iteration 60F: 3 clusters Score -1019976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Entering Unmasked Estep 
Score: -686163.937500 Penalty: 2133.681641
	Iteration 0F: 2 clusters Score -686163.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -681314.062500 Penalty: 4267.363281
	Iteration 0F: 3 clusters Score -681314.1 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -682556.187500 Penalty: 4267.363281
	Iteration 1F: 3 clusters Score -682556.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -682807.687500 Penalty: 4267.363281
	Iteration 2F: 3 clusters Score -682807.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -682996.062500 Penalty: 4267.363281
	Iteration 3F: 3 clusters Score -682996.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -683186.687500 Penalty: 4267.363281
	Iteration 4Q: 3 clusters Score -683186.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -683377.250000 Penalty: 4267.363281
	Iteration 5F: 3 clusters Score -683377.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -683554.937500 Penalty: 4267.363281
	Iteration 6Q: 3 clusters Score -683554.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -683763.250000 Penalty: 4267.363281
	Iteration 7Q: 3 clusters Score -683763.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -684014.062500 Penalty: 4267.363281
	Iteration 8F: 3 clusters Score -684014.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -684224.062500 Penalty: 4267.363281
	Iteration 9Q: 3 clusters Score -684224.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -684382.375000 Penalty: 4267.363281
	Iteration 10Q: 3 clusters Score -684382.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -684497.750000 Penalty: 4267.363281
	Iteration 11Q: 3 clusters Score -684497.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -684581.562500 Penalty: 4267.363281
	Iteration 12Q: 3 clusters Score -684581.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -684655.812500 Penalty: 4267.363281
	Iteration 13Q: 3 clusters Score -684655.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -684737.812500 Penalty: 4267.363281
	Iteration 14Q: 3 clusters Score -684737.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -684809.562500 Penalty: 4267.363281
	Iteration 15Q: 3 clusters Score -684809.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -684881.062500 Penalty: 4267.363281
	Iteration 16Q: 3 clusters Score -684881.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -684934.625000 Penalty: 4267.363281
	Iteration 17Q: 3 clusters Score -684934.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -684982.937500 Penalty: 4267.363281
	Iteration 18Q: 3 clusters Score -684982.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -685019.062500 Penalty: 4267.363281
	Iteration 19Q: 3 clusters Score -685019.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -685054.375000 Penalty: 4267.363281
	Iteration 20F: 3 clusters Score -685054.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -685082.312500 Penalty: 4267.363281
	Iteration 21Q: 3 clusters Score -685082.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -685111.437500 Penalty: 4267.363281
	Iteration 22Q: 3 clusters Score -685111.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -685132.750000 Penalty: 4267.363281
	Iteration 23Q: 3 clusters Score -685132.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -685145.312500 Penalty: 4267.363281
	Iteration 24Q: 3 clusters Score -685145.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -685153.062500 Penalty: 4267.363281
	Iteration 25Q: 3 clusters Score -685153.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -685157.187500 Penalty: 4267.363281
	Iteration 26Q: 3 clusters Score -685157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -685158.312500 Penalty: 4267.363281
	Iteration 27Q: 3 clusters Score -685158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -685158.062500 Penalty: 4267.363281
	Iteration 28Q: 3 clusters Score -685158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -685158.062500 Penalty: 4267.363281
	Iteration 29F: 3 clusters Score -685158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Entering Unmasked Estep 
Score: -1691805.750000 Penalty: 2346.275391
	Iteration 0F: 2 clusters Score -1691806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1682438.000000 Penalty: 4692.550781
	Iteration 0F: 3 clusters Score -1682438 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1685342.375000 Penalty: 4692.550781
	Iteration 1F: 3 clusters Score -1685342 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1685792.750000 Penalty: 4692.550781
	Iteration 2F: 3 clusters Score -1685793 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1686217.125000 Penalty: 4692.550781
	Iteration 3F: 3 clusters Score -1686217 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1686608.625000 Penalty: 4692.550781
	Iteration 4F: 3 clusters Score -1686609 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1686971.500000 Penalty: 4692.550781
	Iteration 5F: 3 clusters Score -1686972 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1687301.875000 Penalty: 4692.550781
	Iteration 6Q: 3 clusters Score -1687302 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1687632.000000 Penalty: 4692.550781
	Iteration 7Q: 3 clusters Score -1687632 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1687973.625000 Penalty: 4692.550781
	Iteration 8Q: 3 clusters Score -1687974 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1688333.250000 Penalty: 4692.550781
	Iteration 9Q: 3 clusters Score -1688333 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1688772.125000 Penalty: 4692.550781
	Iteration 10Q: 3 clusters Score -1688772 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1689261.250000 Penalty: 4692.550781
	Iteration 11Q: 3 clusters Score -1689261 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1689809.125000 Penalty: 4692.550781
	Iteration 12Q: 3 clusters Score -1689809 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1690323.375000 Penalty: 4692.550781
	Iteration 13Q: 3 clusters Score -1690323 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1690782.250000 Penalty: 4692.550781
	Iteration 14Q: 3 clusters Score -1690782 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1691024.250000 Penalty: 4692.550781
	Iteration 15Q: 3 clusters Score -1691024 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1691145.500000 Penalty: 4692.550781
	Iteration 16Q: 3 clusters Score -1691146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1691204.000000 Penalty: 4692.550781
	Iteration 17Q: 3 clusters Score -1691204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1691237.500000 Penalty: 4692.550781
	Iteration 18Q: 3 clusters Score -1691238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1691252.375000 Penalty: 4692.550781
	Iteration 19Q: 3 clusters Score -1691252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1691261.375000 Penalty: 4692.550781
	Iteration 20F: 3 clusters Score -1691261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1691266.250000 Penalty: 4692.550781
	Iteration 21Q: 3 clusters Score -1691266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1691271.250000 Penalty: 4692.550781
	Iteration 22Q: 3 clusters Score -1691271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1691279.500000 Penalty: 4692.550781
	Iteration 23Q: 3 clusters Score -1691280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1691279.375000 Penalty: 4692.550781
	Iteration 24Q: 3 clusters Score -1691279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1691280.625000 Penalty: 4692.550781
	Iteration 25Q: 3 clusters Score -1691281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1691280.500000 Penalty: 4692.550781
	Iteration 26Q: 3 clusters Score -1691280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1691283.375000 Penalty: 4692.550781
	Iteration 27Q: 3 clusters Score -1691283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1691283.375000 Penalty: 4692.550781
	Iteration 28F: 3 clusters Score -1691283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -278767.406250 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -278767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -276055.406250 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -276055.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -276559.187500 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -276559.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276689.156250 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -276689.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276737.781250 Penalty: 3801.515869
	Iteration 3Q: 3 clusters Score -276737.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -276784.343750 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -276784.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -276815.062500 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -276815.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -276837.156250 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -276837.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -276857.687500 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -276857.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -276873.187500 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -276873.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -276884.437500 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -276884.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -276894.906250 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -276894.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -276906.687500 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -276906.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -276917.500000 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -276917.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -276927.687500 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -276927.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -276937.437500 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -276937.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -276952.250000 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -276952.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -276967.125000 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -276967.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -276980.625000 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -276980.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -276995.968750 Penalty: 3801.515869
	Iteration 18Q: 3 clusters Score -276996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -277004.718750 Penalty: 3801.515869
	Iteration 19Q: 3 clusters Score -277004.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -277015.812500 Penalty: 3801.515869
	Iteration 20F: 3 clusters Score -277015.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -277035.593750 Penalty: 3801.515869
	Iteration 21Q: 3 clusters Score -277035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -277050.031250 Penalty: 3801.515869
	Iteration 22Q: 3 clusters Score -277050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -277061.312500 Penalty: 3801.515869
	Iteration 23Q: 3 clusters Score -277061.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -277066.875000 Penalty: 3801.515869
	Iteration 24Q: 3 clusters Score -277066.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -277075.031250 Penalty: 3801.515869
	Iteration 25Q: 3 clusters Score -277075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -277083.093750 Penalty: 3801.515869
	Iteration 26Q: 3 clusters Score -277083.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -277091.343750 Penalty: 3801.515869
	Iteration 27Q: 3 clusters Score -277091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -277097.656250 Penalty: 3801.515869
	Iteration 28Q: 3 clusters Score -277097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -277101.656250 Penalty: 3801.515869
	Iteration 29Q: 3 clusters Score -277101.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -277104.093750 Penalty: 3801.515869
	Iteration 30Q: 3 clusters Score -277104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -277106.562500 Penalty: 3801.515869
	Iteration 31Q: 3 clusters Score -277106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -277109.843750 Penalty: 3801.515869
	Iteration 32Q: 3 clusters Score -277109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -277114.281250 Penalty: 3801.515869
	Iteration 33Q: 3 clusters Score -277114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -277120.312500 Penalty: 3801.515869
	Iteration 34Q: 3 clusters Score -277120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -277122.937500 Penalty: 3801.515869
	Iteration 35Q: 3 clusters Score -277122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -277124.531250 Penalty: 3801.515869
	Iteration 36Q: 3 clusters Score -277124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -277124.937500 Penalty: 3801.515869
	Iteration 37Q: 3 clusters Score -277124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -277125.718750 Penalty: 3801.515869
	Iteration 38Q: 3 clusters Score -277125.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -277125.718750 Penalty: 3801.515869
	Iteration 39F: 3 clusters Score -277125.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Entering Unmasked Estep 
Score: -7428073.500000 Penalty: 2713.755371
	Iteration 0F: 2 clusters Score -7428074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -7390280.500000 Penalty: 5427.510742
	Iteration 0F: 3 clusters Score -7390280 nChanged 25971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -7404763.000000 Penalty: 5427.510742
	Iteration 1F: 3 clusters Score -7404763 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -7405386.500000 Penalty: 5427.510742
	Iteration 2Q: 3 clusters Score -7405386 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -7405985.500000 Penalty: 5427.510742
	Iteration 3Q: 3 clusters Score -7405986 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7406653.000000 Penalty: 5427.510742
	Iteration 4Q: 3 clusters Score -7406653 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -7407565.500000 Penalty: 5427.510742
	Iteration 5Q: 3 clusters Score -7407566 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -7408850.000000 Penalty: 5427.510742
	Iteration 6Q: 3 clusters Score -7408850 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -7410679.500000 Penalty: 5427.510742
	Iteration 7F: 3 clusters Score -7410680 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -7413295.000000 Penalty: 5427.510742
	Iteration 8F: 3 clusters Score -7413295 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -7416436.000000 Penalty: 5427.510742
	Iteration 9F: 3 clusters Score -7416436 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -7419488.000000 Penalty: 5427.510742
	Iteration 10F: 3 clusters Score -7419488 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -7421684.500000 Penalty: 5427.510742
	Iteration 11Q: 3 clusters Score -7421684 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -7423209.000000 Penalty: 5427.510742
	Iteration 12Q: 3 clusters Score -7423209 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -7424070.000000 Penalty: 5427.510742
	Iteration 13Q: 3 clusters Score -7424070 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -7424690.000000 Penalty: 5427.510742
	Iteration 14Q: 3 clusters Score -7424690 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -7425088.000000 Penalty: 5427.510742
	Iteration 15Q: 3 clusters Score -7425088 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -7425332.000000 Penalty: 5427.510742
	Iteration 16Q: 3 clusters Score -7425332 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -7425447.500000 Penalty: 5427.510742
	Iteration 17Q: 3 clusters Score -7425448 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -7425554.500000 Penalty: 5427.510742
	Iteration 18Q: 3 clusters Score -7425554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -7425619.000000 Penalty: 5427.510742
	Iteration 19Q: 3 clusters Score -7425619 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -7425678.000000 Penalty: 5427.510742
	Iteration 20F: 3 clusters Score -7425678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -7425704.500000 Penalty: 5427.510742
	Iteration 21Q: 3 clusters Score -7425704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -7425733.000000 Penalty: 5427.510742
	Iteration 22Q: 3 clusters Score -7425733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -7425757.000000 Penalty: 5427.510742
	Iteration 23Q: 3 clusters Score -7425757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -7425776.500000 Penalty: 5427.510742
	Iteration 24Q: 3 clusters Score -7425776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -7425785.500000 Penalty: 5427.510742
	Iteration 25Q: 3 clusters Score -7425786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -7425799.000000 Penalty: 5427.510742
	Iteration 26Q: 3 clusters Score -7425799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -7425800.500000 Penalty: 5427.510742
	Iteration 27Q: 3 clusters Score -7425800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -7425808.000000 Penalty: 5427.510742
	Iteration 28Q: 3 clusters Score -7425808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -7425816.000000 Penalty: 5427.510742
	Iteration 29Q: 3 clusters Score -7425816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -7425822.000000 Penalty: 5427.510742
	Iteration 30Q: 3 clusters Score -7425822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -7425825.500000 Penalty: 5427.510742
	Iteration 31Q: 3 clusters Score -7425826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -7425831.000000 Penalty: 5427.510742
	Iteration 32Q: 3 clusters Score -7425831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -7425827.500000 Penalty: 5427.510742
	Iteration 33Q: 3 clusters Score -7425828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -7425833.000000 Penalty: 5427.510742
	Iteration 34Q: 3 clusters Score -7425833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -7425829.500000 Penalty: 5427.510742
	Iteration 35Q: 3 clusters Score -7425830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -7425832.500000 Penalty: 5427.510742
	Iteration 36Q: 3 clusters Score -7425832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -7425833.500000 Penalty: 5427.510742
	Iteration 37Q: 3 clusters Score -7425834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -7425828.000000 Penalty: 5427.510742
	Iteration 38Q: 3 clusters Score -7425828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -7425836.000000 Penalty: 5427.510742
	Iteration 39Q: 3 clusters Score -7425836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -7425835.500000 Penalty: 5427.510742
	Iteration 40F: 3 clusters Score -7425836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -7425840.000000 Penalty: 5427.510742
	Iteration 41Q: 3 clusters Score -7425840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -7425836.000000 Penalty: 5427.510742
	Iteration 42Q: 3 clusters Score -7425836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -7425839.000000 Penalty: 5427.510742
	Iteration 43Q: 3 clusters Score -7425839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -7425836.000000 Penalty: 5427.510742
	Iteration 44Q: 3 clusters Score -7425836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -7425836.000000 Penalty: 5427.510742
	Iteration 45F: 3 clusters Score -7425836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 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 301 members 
Entering Unmasked Estep 
Score: -63475.050781 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63475.05 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63944.058594 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -63944.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64292.089844 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64292.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64591.878906 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -64591.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64743.031250 Penalty: 3174.527832
	Iteration 4F: 3 clusters Score -64743.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64854.593750 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64854.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64917.425781 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64917.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64934.855469 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64934.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64940.605469 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -64940.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64942.281250 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -64942.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64947.472656 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -64947.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64954.597656 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -64954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64967.527344 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -64967.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64971.187500 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -64971.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64971.207031 Penalty: 3174.527832
	Iteration 14F: 3 clusters Score -64971.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64972.882812 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -64972.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64976.234375 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -64976.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64976.234375 Penalty: 3174.527832
	Iteration 17F: 3 clusters Score -64976.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -469550.031250 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -469550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -465854.406250 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -465854.4 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -466712.968750 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -466713 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -467028.656250 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -467028.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -467290.687500 Penalty: 4076.251221
	Iteration 3F: 3 clusters Score -467290.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -467461.843750 Penalty: 4076.251221
	Iteration 4F: 3 clusters Score -467461.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -467612.031250 Penalty: 4076.251221
	Iteration 5F: 3 clusters Score -467612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -467709.562500 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -467709.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -467797.500000 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -467797.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -467866.062500 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -467866.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -467926.781250 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -467926.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -467975.187500 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -467975.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -468017.500000 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -468017.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -468059.156250 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -468059.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -468098.500000 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -468098.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -468117.000000 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -468117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -468134.562500 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -468134.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -468145.718750 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -468145.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -468151.812500 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -468151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -468155.343750 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -468155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -468157.500000 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -468157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -468157.312500 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -468157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -468157.281250 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -468157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -468158.125000 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -468158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -468158.125000 Penalty: 4076.251221
	Iteration 23F: 3 clusters Score -468158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182408 members 
Mstep: Class 3 contains 85370 members 
Mstep: Class 4 contains 221428 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 39552 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 48175 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 54250 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 152368 members 
Mstep: Class 20 contains 22740 members 
Mstep: Class 21 contains 28088 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 56532 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133245792.000000 Penalty: 102991.429688
Iteration 199Q: 31 clusters Score -1.332458e+08 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 182430 members 
Mstep: Class 3 contains 86027 members 
Mstep: Class 4 contains 222394 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 10 contains 39556 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 7582 members 
Mstep: Class 14 contains 10712 members 
Mstep: Class 15 contains 48254 members 
Mstep: Class 16 contains 29725 members 
Mstep: Class 17 contains 54416 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 153557 members 
Mstep: Class 20 contains 22163 members 
Mstep: Class 21 contains 28280 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 5449 members 
Mstep: Class 25 contains 12847 members 
Mstep: Class 26 contains 2141 members 
Mstep: Class 27 contains 56659 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 39285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133248424.000000 Penalty: 102991.429688
Iteration 200F: 31 clusters Score -1.332484e+08 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 182435 members 
Mstep: Class 3 contains 86118 members 
Mstep: Class 4 contains 222255 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3578 members 
Mstep: Class 10 contains 39553 members 
Mstep: Class 11 contains 2615 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 7554 members 
Mstep: Class 14 contains 10713 members 
Mstep: Class 15 contains 48148 members 
Mstep: Class 16 contains 29736 members 
Mstep: Class 17 contains 54466 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 154010 members 
Mstep: Class 20 contains 21724 members 
Mstep: Class 21 contains 28330 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 5448 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56687 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 39357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249296.000000 Penalty: 102991.429688
Iteration 201Q: 31 clusters Score -1.332493e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 182459 members 
Mstep: Class 3 contains 86142 members 
Mstep: Class 4 contains 222206 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 39543 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 7523 members 
Mstep: Class 14 contains 10708 members 
Mstep: Class 15 contains 48086 members 
Mstep: Class 16 contains 29747 members 
Mstep: Class 17 contains 54499 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 154413 members 
Mstep: Class 20 contains 21401 members 
Mstep: Class 21 contains 28379 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 5450 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 2159 members 
Mstep: Class 27 contains 56688 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 39291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250032.000000 Penalty: 102991.429688
Iteration 202Q: 31 clusters Score -1.3325e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182474 members 
Mstep: Class 3 contains 86118 members 
Mstep: Class 4 contains 222143 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 39531 members 
Mstep: Class 11 contains 2721 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 14 contains 10703 members 
Mstep: Class 15 contains 48016 members 
Mstep: Class 16 contains 29745 members 
Mstep: Class 17 contains 54535 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 154777 members 
Mstep: Class 20 contains 21144 members 
Mstep: Class 21 contains 28429 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8111 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 56676 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3709 members 
Mstep: Class 30 contains 39252 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 31 clusters Score -1.332504e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182490 members 
Mstep: Class 3 contains 86062 members 
Mstep: Class 4 contains 222060 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 39515 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 13 contains 7463 members 
Mstep: Class 14 contains 10701 members 
Mstep: Class 15 contains 47960 members 
Mstep: Class 16 contains 29745 members 
Mstep: Class 17 contains 54565 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 155132 members 
Mstep: Class 20 contains 20956 members 
Mstep: Class 21 contains 28459 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8118 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 12878 members 
Mstep: Class 26 contains 2163 members 
Mstep: Class 27 contains 56651 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3710 members 
Mstep: Class 30 contains 39218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250592.000000 Penalty: 102991.429688
Iteration 204Q: 31 clusters Score -1.332506e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182505 members 
Mstep: Class 3 contains 85971 members 
Mstep: Class 4 contains 222032 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 39493 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7438 members 
Mstep: Class 14 contains 10700 members 
Mstep: Class 15 contains 47874 members 
Mstep: Class 16 contains 29743 members 
Mstep: Class 17 contains 54579 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 155400 members 
Mstep: Class 20 contains 20808 members 
Mstep: Class 21 contains 28486 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8126 members 
Mstep: Class 24 contains 5457 members 
Mstep: Class 25 contains 12930 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 56646 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 39179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250616.000000 Penalty: 102991.429688
Iteration 205Q: 31 clusters Score -1.332506e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182536 members 
Mstep: Class 3 contains 85870 members 
Mstep: Class 4 contains 222019 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2891 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 39489 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 47787 members 
Mstep: Class 16 contains 29739 members 
Mstep: Class 17 contains 54590 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 155650 members 
Mstep: Class 20 contains 20673 members 
Mstep: Class 21 contains 28493 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8135 members 
Mstep: Class 24 contains 5459 members 
Mstep: Class 25 contains 12975 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 56637 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 39162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250344.000000 Penalty: 102991.429688
Iteration 206Q: 31 clusters Score -1.332503e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182557 members 
Mstep: Class 3 contains 85779 members 
Mstep: Class 4 contains 222000 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 39492 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 10689 members 
Mstep: Class 15 contains 47726 members 
Mstep: Class 16 contains 29730 members 
Mstep: Class 17 contains 54592 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 155899 members 
Mstep: Class 20 contains 20569 members 
Mstep: Class 21 contains 28505 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 5460 members 
Mstep: Class 25 contains 12999 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 56630 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 39118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250336.000000 Penalty: 102991.429688
Iteration 207Q: 31 clusters Score -1.332503e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182564 members 
Mstep: Class 3 contains 85670 members 
Mstep: Class 4 contains 221976 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 39486 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7374 members 
Mstep: Class 14 contains 10684 members 
Mstep: Class 15 contains 47699 members 
Mstep: Class 16 contains 29721 members 
Mstep: Class 17 contains 54597 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 156146 members 
Mstep: Class 20 contains 20501 members 
Mstep: Class 21 contains 28506 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8152 members 
Mstep: Class 24 contains 5460 members 
Mstep: Class 25 contains 13023 members 
Mstep: Class 26 contains 2163 members 
Mstep: Class 27 contains 56623 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 39066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250480.000000 Penalty: 102991.429688
Iteration 208Q: 31 clusters Score -1.332505e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182575 members 
Mstep: Class 3 contains 85575 members 
Mstep: Class 4 contains 221956 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 39481 members 
Mstep: Class 11 contains 2958 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7360 members 
Mstep: Class 14 contains 10670 members 
Mstep: Class 15 contains 47685 members 
Mstep: Class 16 contains 29709 members 
Mstep: Class 17 contains 54597 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 156377 members 
Mstep: Class 20 contains 20436 members 
Mstep: Class 21 contains 28501 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8160 members 
Mstep: Class 24 contains 5461 members 
Mstep: Class 25 contains 13045 members 
Mstep: Class 26 contains 2162 members 
Mstep: Class 27 contains 56616 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 39028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250392.000000 Penalty: 102991.429688
Iteration 209Q: 31 clusters Score -1.332504e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182591 members 
Mstep: Class 3 contains 85490 members 
Mstep: Class 4 contains 221934 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2913 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 39481 members 
Mstep: Class 11 contains 2973 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7335 members 
Mstep: Class 14 contains 10660 members 
Mstep: Class 15 contains 47663 members 
Mstep: Class 16 contains 29706 members 
Mstep: Class 17 contains 54591 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 156584 members 
Mstep: Class 20 contains 20398 members 
Mstep: Class 21 contains 28498 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8168 members 
Mstep: Class 24 contains 5463 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 2161 members 
Mstep: Class 27 contains 56601 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250432.000000 Penalty: 102991.429688
Iteration 210Q: 31 clusters Score -1.332504e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182613 members 
Mstep: Class 3 contains 85388 members 
Mstep: Class 4 contains 221912 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2913 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 2999 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 14 contains 10651 members 
Mstep: Class 15 contains 47649 members 
Mstep: Class 16 contains 29712 members 
Mstep: Class 17 contains 54591 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 156762 members 
Mstep: Class 20 contains 20355 members 
Mstep: Class 21 contains 28506 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8178 members 
Mstep: Class 24 contains 5463 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 2161 members 
Mstep: Class 27 contains 56593 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250320.000000 Penalty: 102991.429688
Iteration 211Q: 31 clusters Score -1.332503e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182616 members 
Mstep: Class 3 contains 85323 members 
Mstep: Class 4 contains 221891 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2915 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 3013 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7285 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 47641 members 
Mstep: Class 16 contains 29714 members 
Mstep: Class 17 contains 54594 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 156908 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 28512 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8184 members 
Mstep: Class 24 contains 5464 members 
Mstep: Class 25 contains 13092 members 
Mstep: Class 26 contains 2160 members 
Mstep: Class 27 contains 56595 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38901 members 
Entering Unmasked Estep 
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Score: -133250112.000000 Penalty: 102991.429688
Iteration 212Q: 31 clusters Score -1.332501e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182637 members 
Mstep: Class 3 contains 85292 members 
Mstep: Class 4 contains 221830 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2916 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 39480 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7258 members 
Mstep: Class 14 contains 10647 members 
Mstep: Class 15 contains 47629 members 
Mstep: Class 16 contains 29710 members 
Mstep: Class 17 contains 54591 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157046 members 
Mstep: Class 20 contains 20294 members 
Mstep: Class 21 contains 28516 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8187 members 
Mstep: Class 24 contains 5465 members 
Mstep: Class 25 contains 13091 members 
Mstep: Class 26 contains 2160 members 
Mstep: Class 27 contains 56604 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250256.000000 Penalty: 102991.429688
Iteration 213Q: 31 clusters Score -1.332503e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182652 members 
Mstep: Class 3 contains 85247 members 
Mstep: Class 4 contains 221798 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 39480 members 
Mstep: Class 11 contains 3035 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7232 members 
Mstep: Class 14 contains 10643 members 
Mstep: Class 15 contains 47620 members 
Mstep: Class 16 contains 29703 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157153 members 
Mstep: Class 20 contains 20275 members 
Mstep: Class 21 contains 28515 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8187 members 
Mstep: Class 24 contains 5465 members 
Mstep: Class 25 contains 13103 members 
Mstep: Class 26 contains 2160 members 
Mstep: Class 27 contains 56615 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38863 members 
Entering Unmasked Estep 
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Iteration 214Q: 31 clusters Score -1.332502e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182665 members 
Mstep: Class 3 contains 85198 members 
Mstep: Class 4 contains 221761 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 39482 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7202 members 
Mstep: Class 14 contains 10643 members 
Mstep: Class 15 contains 47610 members 
Mstep: Class 16 contains 29701 members 
Mstep: Class 17 contains 54589 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157254 members 
Mstep: Class 20 contains 20254 members 
Mstep: Class 21 contains 28515 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8186 members 
Mstep: Class 24 contains 5465 members 
Mstep: Class 25 contains 13115 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56633 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250352.000000 Penalty: 102991.429688
Iteration 215Q: 31 clusters Score -1.332504e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182675 members 
Mstep: Class 3 contains 85159 members 
Mstep: Class 4 contains 221741 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 39479 members 
Mstep: Class 11 contains 3040 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 47598 members 
Mstep: Class 16 contains 29700 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157359 members 
Mstep: Class 20 contains 20231 members 
Mstep: Class 21 contains 28519 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8186 members 
Mstep: Class 24 contains 5465 members 
Mstep: Class 25 contains 13127 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56643 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250240.000000 Penalty: 102991.429688
Iteration 216Q: 31 clusters Score -1.332502e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182675 members 
Mstep: Class 3 contains 85128 members 
Mstep: Class 4 contains 221731 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 39477 members 
Mstep: Class 11 contains 3047 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 10642 members 
Mstep: Class 15 contains 47597 members 
Mstep: Class 16 contains 29694 members 
Mstep: Class 17 contains 54588 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157459 members 
Mstep: Class 20 contains 20208 members 
Mstep: Class 21 contains 28516 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8186 members 
Mstep: Class 24 contains 5467 members 
Mstep: Class 25 contains 13136 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56646 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250008.000000 Penalty: 102991.429688
Iteration 217Q: 31 clusters Score -1.3325e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182676 members 
Mstep: Class 3 contains 85078 members 
Mstep: Class 4 contains 221725 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 3053 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 10639 members 
Mstep: Class 15 contains 47587 members 
Mstep: Class 16 contains 29694 members 
Mstep: Class 17 contains 54591 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157565 members 
Mstep: Class 20 contains 20190 members 
Mstep: Class 21 contains 28521 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8186 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13152 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56646 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250088.000000 Penalty: 102991.429688
Iteration 218Q: 31 clusters Score -1.332501e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182688 members 
Mstep: Class 3 contains 85022 members 
Mstep: Class 4 contains 221732 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 39476 members 
Mstep: Class 11 contains 3055 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7117 members 
Mstep: Class 14 contains 10636 members 
Mstep: Class 15 contains 47586 members 
Mstep: Class 16 contains 29691 members 
Mstep: Class 17 contains 54591 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157658 members 
Mstep: Class 20 contains 20179 members 
Mstep: Class 21 contains 28514 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8186 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13163 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56652 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250128.000000 Penalty: 102991.429688
Iteration 219Q: 31 clusters Score -1.332501e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182700 members 
Mstep: Class 3 contains 84969 members 
Mstep: Class 4 contains 221722 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 39480 members 
Mstep: Class 11 contains 3061 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7093 members 
Mstep: Class 14 contains 10639 members 
Mstep: Class 15 contains 47573 members 
Mstep: Class 16 contains 29685 members 
Mstep: Class 17 contains 54593 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157739 members 
Mstep: Class 20 contains 20168 members 
Mstep: Class 21 contains 28514 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8188 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13177 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56662 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250064.000000 Penalty: 102991.429688
Iteration 220F: 31 clusters Score -1.332501e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182717 members 
Mstep: Class 3 contains 84901 members 
Mstep: Class 4 contains 221744 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 39482 members 
Mstep: Class 11 contains 3072 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 14 contains 10640 members 
Mstep: Class 15 contains 47564 members 
Mstep: Class 16 contains 29685 members 
Mstep: Class 17 contains 54599 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157815 members 
Mstep: Class 20 contains 20152 members 
Mstep: Class 21 contains 28512 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8187 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13191 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56664 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249976.000000 Penalty: 102991.429688
Iteration 221Q: 31 clusters Score -1.3325e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182749 members 
Mstep: Class 3 contains 84855 members 
Mstep: Class 4 contains 221772 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 39484 members 
Mstep: Class 11 contains 3082 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 14 contains 10636 members 
Mstep: Class 15 contains 47546 members 
Mstep: Class 16 contains 29677 members 
Mstep: Class 17 contains 54598 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157866 members 
Mstep: Class 20 contains 20143 members 
Mstep: Class 21 contains 28506 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8187 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13198 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56662 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250080.000000 Penalty: 102991.429688
Iteration 222Q: 31 clusters Score -1.332501e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182768 members 
Mstep: Class 3 contains 84828 members 
Mstep: Class 4 contains 221764 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39488 members 
Mstep: Class 11 contains 3085 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7031 members 
Mstep: Class 14 contains 10632 members 
Mstep: Class 15 contains 47535 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54593 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157924 members 
Mstep: Class 20 contains 20134 members 
Mstep: Class 21 contains 28505 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8187 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 2159 members 
Mstep: Class 27 contains 56657 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250152.000000 Penalty: 102991.429688
Iteration 223Q: 31 clusters Score -1.332502e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182774 members 
Mstep: Class 3 contains 84802 members 
Mstep: Class 4 contains 221760 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39493 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7024 members 
Mstep: Class 14 contains 10629 members 
Mstep: Class 15 contains 47523 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 17 contains 54591 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 157977 members 
Mstep: Class 20 contains 20126 members 
Mstep: Class 21 contains 28500 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8187 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 13216 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56668 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250208.000000 Penalty: 102991.429688
Iteration 224Q: 31 clusters Score -1.332502e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182786 members 
Mstep: Class 3 contains 84779 members 
Mstep: Class 4 contains 221771 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39495 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7011 members 
Mstep: Class 14 contains 10628 members 
Mstep: Class 15 contains 47522 members 
Mstep: Class 16 contains 29667 members 
Mstep: Class 17 contains 54583 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158022 members 
Mstep: Class 20 contains 20118 members 
Mstep: Class 21 contains 28495 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8187 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250168.000000 Penalty: 102991.429688
Iteration 225Q: 31 clusters Score -1.332502e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182795 members 
Mstep: Class 3 contains 84745 members 
Mstep: Class 4 contains 221768 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39496 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 7003 members 
Mstep: Class 14 contains 10628 members 
Mstep: Class 15 contains 47525 members 
Mstep: Class 16 contains 29669 members 
Mstep: Class 17 contains 54583 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158070 members 
Mstep: Class 20 contains 20106 members 
Mstep: Class 21 contains 28492 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8188 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250160.000000 Penalty: 102991.429688
Iteration 226Q: 31 clusters Score -1.332502e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182796 members 
Mstep: Class 3 contains 84716 members 
Mstep: Class 4 contains 221748 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39495 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6995 members 
Mstep: Class 14 contains 10631 members 
Mstep: Class 15 contains 47525 members 
Mstep: Class 16 contains 29672 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158125 members 
Mstep: Class 20 contains 20098 members 
Mstep: Class 21 contains 28491 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8188 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 13227 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56670 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250032.000000 Penalty: 102991.429688
Iteration 227Q: 31 clusters Score -1.3325e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182807 members 
Mstep: Class 3 contains 84692 members 
Mstep: Class 4 contains 221717 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39498 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6986 members 
Mstep: Class 14 contains 10630 members 
Mstep: Class 15 contains 47522 members 
Mstep: Class 16 contains 29669 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158197 members 
Mstep: Class 20 contains 20091 members 
Mstep: Class 21 contains 28492 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8188 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 13234 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56665 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249896.000000 Penalty: 102991.429688
Iteration 228Q: 31 clusters Score -1.332499e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182822 members 
Mstep: Class 3 contains 84660 members 
Mstep: Class 4 contains 221707 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39502 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 10622 members 
Mstep: Class 15 contains 47518 members 
Mstep: Class 16 contains 29667 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158247 members 
Mstep: Class 20 contains 20079 members 
Mstep: Class 21 contains 28496 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13242 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56665 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249944.000000 Penalty: 102991.429688
Iteration 229Q: 31 clusters Score -1.332499e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182837 members 
Mstep: Class 3 contains 84627 members 
Mstep: Class 4 contains 221698 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39505 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 10613 members 
Mstep: Class 15 contains 47504 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158297 members 
Mstep: Class 20 contains 20075 members 
Mstep: Class 21 contains 28497 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8191 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13252 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56664 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250152.000000 Penalty: 102991.429688
Iteration 230Q: 31 clusters Score -1.332502e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182837 members 
Mstep: Class 3 contains 84597 members 
Mstep: Class 4 contains 221686 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39505 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6950 members 
Mstep: Class 14 contains 10613 members 
Mstep: Class 15 contains 47501 members 
Mstep: Class 16 contains 29669 members 
Mstep: Class 17 contains 54581 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158358 members 
Mstep: Class 20 contains 20070 members 
Mstep: Class 21 contains 28500 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8192 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 13258 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56662 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250192.000000 Penalty: 102991.429688
Iteration 231Q: 31 clusters Score -1.332502e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182850 members 
Mstep: Class 3 contains 84571 members 
Mstep: Class 4 contains 221659 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39507 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6938 members 
Mstep: Class 14 contains 10612 members 
Mstep: Class 15 contains 47495 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158416 members 
Mstep: Class 20 contains 20065 members 
Mstep: Class 21 contains 28501 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8191 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56667 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249976.000000 Penalty: 102991.429688
Iteration 232Q: 31 clusters Score -1.3325e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182845 members 
Mstep: Class 3 contains 84534 members 
Mstep: Class 4 contains 221658 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 39511 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 10614 members 
Mstep: Class 15 contains 47491 members 
Mstep: Class 16 contains 29665 members 
Mstep: Class 17 contains 54579 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158469 members 
Mstep: Class 20 contains 20059 members 
Mstep: Class 21 contains 28503 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8191 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13265 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249936.000000 Penalty: 102991.429688
Iteration 233Q: 31 clusters Score -1.332499e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182852 members 
Mstep: Class 3 contains 84497 members 
Mstep: Class 4 contains 221666 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39514 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6926 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47485 members 
Mstep: Class 16 contains 29665 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158512 members 
Mstep: Class 20 contains 20046 members 
Mstep: Class 21 contains 28504 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8191 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13273 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56676 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 31 clusters Score -1.3325e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182865 members 
Mstep: Class 3 contains 84463 members 
Mstep: Class 4 contains 221674 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39515 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6914 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47478 members 
Mstep: Class 16 contains 29665 members 
Mstep: Class 17 contains 54581 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158545 members 
Mstep: Class 20 contains 20041 members 
Mstep: Class 21 contains 28504 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8194 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13277 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56676 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249952.000000 Penalty: 102991.429688
Iteration 235Q: 31 clusters Score -1.3325e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182874 members 
Mstep: Class 3 contains 84429 members 
Mstep: Class 4 contains 221678 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6905 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47472 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158580 members 
Mstep: Class 20 contains 20035 members 
Mstep: Class 21 contains 28503 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8195 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13279 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249792.000000 Penalty: 102991.429688
Iteration 236Q: 31 clusters Score -1.332498e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182883 members 
Mstep: Class 3 contains 84405 members 
Mstep: Class 4 contains 221673 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6897 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 29668 members 
Mstep: Class 17 contains 54594 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158613 members 
Mstep: Class 20 contains 20025 members 
Mstep: Class 21 contains 28503 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8196 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13279 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249808.000000 Penalty: 102991.429688
Iteration 237Q: 31 clusters Score -1.332498e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182888 members 
Mstep: Class 3 contains 84386 members 
Mstep: Class 4 contains 221647 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39520 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6890 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47464 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 17 contains 54604 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158654 members 
Mstep: Class 20 contains 20022 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8196 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13279 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249848.000000 Penalty: 102991.429688
Iteration 238Q: 31 clusters Score -1.332498e+08 nChanged 142
Entering ConstructFrom: 
Score: -133249848.000000 Penalty: 102991.429688
Entering ConstructFrom: 
Trying to split cluster 1 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -62570.273438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -62570.27 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 273 members 
Entering Unmasked Estep 
Score: -61056.894531 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61056.89 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61464.195312 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61464.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61682.882812 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61682.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61933.484375 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -61933.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62070.367188 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -62070.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62143.187500 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -62143.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62217.507812 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62217.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62301.906250 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62301.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -62321.164062 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62321.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -62335.652344 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62335.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62344.941406 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62344.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62353.746094 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62353.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -62356.253906 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62356.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -62356.253906 Penalty: 3161.166504
	Iteration 13F: 3 clusters Score -62356.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182894 members 
Entering Unmasked Estep 
Score: -24215536.000000 Penalty: 3004.932129
	Iteration 0F: 2 clusters Score -2.421554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91143 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -24106688.000000 Penalty: 6009.864258
	Iteration 0F: 3 clusters Score -2.410669e+07 nChanged 87771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -24158238.000000 Penalty: 6009.864258
	Iteration 1F: 3 clusters Score -2.415824e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -24159504.000000 Penalty: 6009.864258
	Iteration 2Q: 3 clusters Score -2.41595e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -24161218.000000 Penalty: 6009.864258
	Iteration 3Q: 3 clusters Score -2.416122e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -24163990.000000 Penalty: 6009.864258
	Iteration 4Q: 3 clusters Score -2.416399e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 114192 members 
Entering Unmasked Estep 
Score: -24168346.000000 Penalty: 6009.864258
	Iteration 5Q: 3 clusters Score -2.416835e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -24175038.000000 Penalty: 6009.864258
	Iteration 6F: 3 clusters Score -2.417504e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 137438 members 
Entering Unmasked Estep 
Score: -24183792.000000 Penalty: 6009.864258
	Iteration 7F: 3 clusters Score -2.418379e+07 nChanged 13363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 150685 members 
Entering Unmasked Estep 
Score: -24193520.000000 Penalty: 6009.864258
	Iteration 8F: 3 clusters Score -2.419352e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 162173 members 
Entering Unmasked Estep 
Score: -24202148.000000 Penalty: 6009.864258
	Iteration 9F: 3 clusters Score -2.420215e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 170529 members 
Entering Unmasked Estep 
Score: -24207116.000000 Penalty: 6009.864258
	Iteration 10Q: 3 clusters Score -2.420712e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 176033 members 
Entering Unmasked Estep 
Score: -24210198.000000 Penalty: 6009.864258
	Iteration 11Q: 3 clusters Score -2.42102e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 179234 members 
Entering Unmasked Estep 
Score: -24211508.000000 Penalty: 6009.864258
	Iteration 12Q: 3 clusters Score -2.421151e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 180874 members 
Entering Unmasked Estep 
Score: -24212230.000000 Penalty: 6009.864258
	Iteration 13Q: 3 clusters Score -2.421223e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -24212598.000000 Penalty: 6009.864258
	Iteration 14Q: 3 clusters Score -2.42126e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 182035 members 
Entering Unmasked Estep 
Score: -24212778.000000 Penalty: 6009.864258
	Iteration 15Q: 3 clusters Score -2.421278e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 182188 members 
Entering Unmasked Estep 
Score: -24212836.000000 Penalty: 6009.864258
	Iteration 16Q: 3 clusters Score -2.421284e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 182279 members 
Entering Unmasked Estep 
Score: -24212884.000000 Penalty: 6009.864258
	Iteration 17Q: 3 clusters Score -2.421288e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 182335 members 
Entering Unmasked Estep 
Score: -24212920.000000 Penalty: 6009.864258
	Iteration 18Q: 3 clusters Score -2.421292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 182378 members 
Entering Unmasked Estep 
Score: -24212944.000000 Penalty: 6009.864258
	Iteration 19Q: 3 clusters Score -2.421294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 182400 members 
Entering Unmasked Estep 
Score: -24212966.000000 Penalty: 6009.864258
	Iteration 20F: 3 clusters Score -2.421297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 182404 members 
Entering Unmasked Estep 
Score: -24212984.000000 Penalty: 6009.864258
	Iteration 21Q: 3 clusters Score -2.421298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 182413 members 
Entering Unmasked Estep 
Score: -24213004.000000 Penalty: 6009.864258
	Iteration 22Q: 3 clusters Score -2.4213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 182427 members 
Entering Unmasked Estep 
Score: -24212990.000000 Penalty: 6009.864258
	Iteration 23Q: 3 clusters Score -2.421299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 182430 members 
Entering Unmasked Estep 
Score: -24212982.000000 Penalty: 6009.864258
	Iteration 24Q: 3 clusters Score -2.421298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 182433 members 
Entering Unmasked Estep 
Score: -24212994.000000 Penalty: 6009.864258
	Iteration 25Q: 3 clusters Score -2.421299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 182436 members 
Entering Unmasked Estep 
Score: -24212988.000000 Penalty: 6009.864258
	Iteration 26Q: 3 clusters Score -2.421299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 182441 members 
Entering Unmasked Estep 
Score: -24213006.000000 Penalty: 6009.864258
	Iteration 27Q: 3 clusters Score -2.421301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 182444 members 
Entering Unmasked Estep 
Score: -24213014.000000 Penalty: 6009.864258
	Iteration 28Q: 3 clusters Score -2.421301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 182450 members 
Entering Unmasked Estep 
Score: -24213026.000000 Penalty: 6009.864258
	Iteration 29Q: 3 clusters Score -2.421303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 182454 members 
Entering Unmasked Estep 
Score: -24213028.000000 Penalty: 6009.864258
	Iteration 30Q: 3 clusters Score -2.421303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 182460 members 
Entering Unmasked Estep 
Score: -24213022.000000 Penalty: 6009.864258
	Iteration 31Q: 3 clusters Score -2.421302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 182470 members 
Entering Unmasked Estep 
Score: -24213040.000000 Penalty: 6009.864258
	Iteration 32Q: 3 clusters Score -2.421304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 182480 members 
Entering Unmasked Estep 
Score: -24213030.000000 Penalty: 6009.864258
	Iteration 33Q: 3 clusters Score -2.421303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 182485 members 
Entering Unmasked Estep 
Score: -24213032.000000 Penalty: 6009.864258
	Iteration 34Q: 3 clusters Score -2.421303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 182486 members 
Entering Unmasked Estep 
Score: -24213054.000000 Penalty: 6009.864258
	Iteration 35Q: 3 clusters Score -2.421305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 182488 members 
Entering Unmasked Estep 
Score: -24213046.000000 Penalty: 6009.864258
	Iteration 36Q: 3 clusters Score -2.421305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 182490 members 
Entering Unmasked Estep 
Score: -24213050.000000 Penalty: 6009.864258
	Iteration 37Q: 3 clusters Score -2.421305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 182491 members 
Entering Unmasked Estep 
Score: -24213042.000000 Penalty: 6009.864258
	Iteration 38Q: 3 clusters Score -2.421304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 182493 members 
Entering Unmasked Estep 
Score: -24213044.000000 Penalty: 6009.864258
	Iteration 39Q: 3 clusters Score -2.421304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 182493 members 
Entering Unmasked Estep 
Score: -24213044.000000 Penalty: 6009.864258
	Iteration 40F: 3 clusters Score -2.421304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Entering Unmasked Estep 
Score: -11259527.000000 Penalty: 2813.049805
	Iteration 0F: 2 clusters Score -1.125953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -11203096.000000 Penalty: 5626.099609
	Iteration 0F: 3 clusters Score -1.12031e+07 nChanged 39708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -11225284.000000 Penalty: 5626.099609
	Iteration 1F: 3 clusters Score -1.122528e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -11226089.000000 Penalty: 5626.099609
	Iteration 2Q: 3 clusters Score -1.122609e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -11226907.000000 Penalty: 5626.099609
	Iteration 3Q: 3 clusters Score -1.122691e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -11227739.000000 Penalty: 5626.099609
	Iteration 4Q: 3 clusters Score -1.122774e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -11228803.000000 Penalty: 5626.099609
	Iteration 5Q: 3 clusters Score -1.12288e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -11230041.000000 Penalty: 5626.099609
	Iteration 6Q: 3 clusters Score -1.123004e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -11231762.000000 Penalty: 5626.099609
	Iteration 7Q: 3 clusters Score -1.123176e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -11234250.000000 Penalty: 5626.099609
	Iteration 8F: 3 clusters Score -1.123425e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -11237515.000000 Penalty: 5626.099609
	Iteration 9F: 3 clusters Score -1.123752e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -11241452.000000 Penalty: 5626.099609
	Iteration 10F: 3 clusters Score -1.124145e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -11245433.000000 Penalty: 5626.099609
	Iteration 11F: 3 clusters Score -1.124543e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -11248343.000000 Penalty: 5626.099609
	Iteration 12Q: 3 clusters Score -1.124834e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -11249992.000000 Penalty: 5626.099609
	Iteration 13Q: 3 clusters Score -1.124999e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -11251077.000000 Penalty: 5626.099609
	Iteration 14Q: 3 clusters Score -1.125108e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -11251940.000000 Penalty: 5626.099609
	Iteration 15Q: 3 clusters Score -1.125194e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -11252619.000000 Penalty: 5626.099609
	Iteration 16Q: 3 clusters Score -1.125262e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -11253225.000000 Penalty: 5626.099609
	Iteration 17Q: 3 clusters Score -1.125322e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -11253665.000000 Penalty: 5626.099609
	Iteration 18Q: 3 clusters Score -1.125366e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -11254071.000000 Penalty: 5626.099609
	Iteration 19Q: 3 clusters Score -1.125407e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -11254447.000000 Penalty: 5626.099609
	Iteration 20F: 3 clusters Score -1.125445e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -11254798.000000 Penalty: 5626.099609
	Iteration 21Q: 3 clusters Score -1.12548e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -11255129.000000 Penalty: 5626.099609
	Iteration 22Q: 3 clusters Score -1.125513e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -11255355.000000 Penalty: 5626.099609
	Iteration 23Q: 3 clusters Score -1.125536e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -11255609.000000 Penalty: 5626.099609
	Iteration 24Q: 3 clusters Score -1.125561e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -11255826.000000 Penalty: 5626.099609
	Iteration 25Q: 3 clusters Score -1.125583e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -11256033.000000 Penalty: 5626.099609
	Iteration 26Q: 3 clusters Score -1.125603e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -11256201.000000 Penalty: 5626.099609
	Iteration 27Q: 3 clusters Score -1.12562e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -11256386.000000 Penalty: 5626.099609
	Iteration 28Q: 3 clusters Score -1.125639e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -11256572.000000 Penalty: 5626.099609
	Iteration 29Q: 3 clusters Score -1.125657e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -11256669.000000 Penalty: 5626.099609
	Iteration 30Q: 3 clusters Score -1.125667e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -11256800.000000 Penalty: 5626.099609
	Iteration 31Q: 3 clusters Score -1.12568e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -11256891.000000 Penalty: 5626.099609
	Iteration 32Q: 3 clusters Score -1.125689e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -11256970.000000 Penalty: 5626.099609
	Iteration 33Q: 3 clusters Score -1.125697e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11257055.000000 Penalty: 5626.099609
	Iteration 34Q: 3 clusters Score -1.125706e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11257089.000000 Penalty: 5626.099609
	Iteration 35Q: 3 clusters Score -1.125709e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11257120.000000 Penalty: 5626.099609
	Iteration 36Q: 3 clusters Score -1.125712e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11257166.000000 Penalty: 5626.099609
	Iteration 37Q: 3 clusters Score -1.125717e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11257179.000000 Penalty: 5626.099609
	Iteration 38Q: 3 clusters Score -1.125718e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11257213.000000 Penalty: 5626.099609
	Iteration 39Q: 3 clusters Score -1.125721e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11257234.000000 Penalty: 5626.099609
	Iteration 40F: 3 clusters Score -1.125723e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11257264.000000 Penalty: 5626.099609
	Iteration 41Q: 3 clusters Score -1.125726e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11257296.000000 Penalty: 5626.099609
	Iteration 42Q: 3 clusters Score -1.12573e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11257298.000000 Penalty: 5626.099609
	Iteration 43Q: 3 clusters Score -1.12573e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11257299.000000 Penalty: 5626.099609
	Iteration 44Q: 3 clusters Score -1.12573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11257314.000000 Penalty: 5626.099609
	Iteration 45Q: 3 clusters Score -1.125731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11257330.000000 Penalty: 5626.099609
	Iteration 46Q: 3 clusters Score -1.125733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11257329.000000 Penalty: 5626.099609
	Iteration 47Q: 3 clusters Score -1.125733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11257334.000000 Penalty: 5626.099609
	Iteration 48Q: 3 clusters Score -1.125733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11257345.000000 Penalty: 5626.099609
	Iteration 49Q: 3 clusters Score -1.125734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11257365.000000 Penalty: 5626.099609
	Iteration 50Q: 3 clusters Score -1.125736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83429 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11257375.000000 Penalty: 5626.099609
	Iteration 51Q: 3 clusters Score -1.125738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11257382.000000 Penalty: 5626.099609
	Iteration 52Q: 3 clusters Score -1.125738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11257374.000000 Penalty: 5626.099609
	Iteration 53Q: 3 clusters Score -1.125737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11257365.000000 Penalty: 5626.099609
	Iteration 54Q: 3 clusters Score -1.125736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11257369.000000 Penalty: 5626.099609
	Iteration 55Q: 3 clusters Score -1.125737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11257375.000000 Penalty: 5626.099609
	Iteration 56Q: 3 clusters Score -1.125738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11257380.000000 Penalty: 5626.099609
	Iteration 57Q: 3 clusters Score -1.125738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83450 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11257374.000000 Penalty: 5626.099609
	Iteration 58Q: 3 clusters Score -1.125737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11257369.000000 Penalty: 5626.099609
	Iteration 59Q: 3 clusters Score -1.125737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11257373.000000 Penalty: 5626.099609
	Iteration 60F: 3 clusters Score -1.125737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11257363.000000 Penalty: 5626.099609
	Iteration 61Q: 3 clusters Score -1.125736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11257374.000000 Penalty: 5626.099609
	Iteration 62Q: 3 clusters Score -1.125737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11257383.000000 Penalty: 5626.099609
	Iteration 63Q: 3 clusters Score -1.125738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11257371.000000 Penalty: 5626.099609
	Iteration 64Q: 3 clusters Score -1.125737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11257373.000000 Penalty: 5626.099609
	Iteration 65Q: 3 clusters Score -1.125737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11257371.000000 Penalty: 5626.099609
	Iteration 66Q: 3 clusters Score -1.125737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11257374.000000 Penalty: 5626.099609
	Iteration 67Q: 3 clusters Score -1.125737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11257373.000000 Penalty: 5626.099609
	Iteration 68Q: 3 clusters Score -1.125737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11257368.000000 Penalty: 5626.099609
	Iteration 69Q: 3 clusters Score -1.125737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11257381.000000 Penalty: 5626.099609
	Iteration 70Q: 3 clusters Score -1.125738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11257372.000000 Penalty: 5626.099609
	Iteration 71Q: 3 clusters Score -1.125737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11257372.000000 Penalty: 5626.099609
	Iteration 72Q: 3 clusters Score -1.125737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11257377.000000 Penalty: 5626.099609
	Iteration 73Q: 3 clusters Score -1.125738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11257375.000000 Penalty: 5626.099609
	Iteration 74Q: 3 clusters Score -1.125738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11257383.000000 Penalty: 5626.099609
	Iteration 75Q: 3 clusters Score -1.125738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11257381.000000 Penalty: 5626.099609
	Iteration 76Q: 3 clusters Score -1.125738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11257380.000000 Penalty: 5626.099609
	Iteration 77Q: 3 clusters Score -1.125738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11257388.000000 Penalty: 5626.099609
	Iteration 78Q: 3 clusters Score -1.125739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11257392.000000 Penalty: 5626.099609
	Iteration 79Q: 3 clusters Score -1.125739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11257390.000000 Penalty: 5626.099609
	Iteration 80F: 3 clusters Score -1.125739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11257388.000000 Penalty: 5626.099609
	Iteration 81Q: 3 clusters Score -1.125739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11257397.000000 Penalty: 5626.099609
	Iteration 82Q: 3 clusters Score -1.12574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11257402.000000 Penalty: 5626.099609
	Iteration 83Q: 3 clusters Score -1.12574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11257394.000000 Penalty: 5626.099609
	Iteration 84Q: 3 clusters Score -1.125739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11257390.000000 Penalty: 5626.099609
	Iteration 85Q: 3 clusters Score -1.125739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -11257393.000000 Penalty: 5626.099609
	Iteration 86Q: 3 clusters Score -1.125739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11257395.000000 Penalty: 5626.099609
	Iteration 87Q: 3 clusters Score -1.12574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83535 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11257397.000000 Penalty: 5626.099609
	Iteration 88Q: 3 clusters Score -1.12574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11257398.000000 Penalty: 5626.099609
	Iteration 89Q: 3 clusters Score -1.12574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83538 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11257398.000000 Penalty: 5626.099609
	Iteration 90Q: 3 clusters Score -1.12574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11257390.000000 Penalty: 5626.099609
	Iteration 91Q: 3 clusters Score -1.125739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11257403.000000 Penalty: 5626.099609
	Iteration 92Q: 3 clusters Score -1.12574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11257403.000000 Penalty: 5626.099609
	Iteration 93Q: 3 clusters Score -1.12574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11257404.000000 Penalty: 5626.099609
	Iteration 94Q: 3 clusters Score -1.12574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11257404.000000 Penalty: 5626.099609
	Iteration 95F: 3 clusters Score -1.12574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (221625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221625 members 
Entering Unmasked Estep 
Score: -29382854.000000 Penalty: 3052.568115
	Iteration 0F: 2 clusters Score -2.938285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110996 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -29244976.000000 Penalty: 6105.136230
	Iteration 0F: 3 clusters Score -2.924498e+07 nChanged 106788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116248 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -29307952.000000 Penalty: 6105.136230
	Iteration 1F: 3 clusters Score -2.930795e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119716 members 
Mstep: Class 2 contains 101909 members 
Entering Unmasked Estep 
Score: -29309498.000000 Penalty: 6105.136230
	Iteration 2Q: 3 clusters Score -2.93095e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 96477 members 
Entering Unmasked Estep 
Score: -29311438.000000 Penalty: 6105.136230
	Iteration 3Q: 3 clusters Score -2.931144e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133276 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -29315134.000000 Penalty: 6105.136230
	Iteration 4Q: 3 clusters Score -2.931513e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145355 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -29322388.000000 Penalty: 6105.136230
	Iteration 5F: 3 clusters Score -2.932239e+07 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161636 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -29334282.000000 Penalty: 6105.136230
	Iteration 6F: 3 clusters Score -2.933428e+07 nChanged 19397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180827 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -29350818.000000 Penalty: 6105.136230
	Iteration 7F: 3 clusters Score -2.935082e+07 nChanged 18468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199255 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -29366356.000000 Penalty: 6105.136230
	Iteration 8F: 3 clusters Score -2.936636e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212147 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -29375654.000000 Penalty: 6105.136230
	Iteration 9F: 3 clusters Score -2.937565e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218478 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -29379272.000000 Penalty: 6105.136230
	Iteration 10Q: 3 clusters Score -2.937927e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220592 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -29379994.000000 Penalty: 6105.136230
	Iteration 11Q: 3 clusters Score -2.937999e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221140 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -29380130.000000 Penalty: 6105.136230
	Iteration 12Q: 3 clusters Score -2.938013e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221273 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29380204.000000 Penalty: 6105.136230
	Iteration 13Q: 3 clusters Score -2.93802e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221313 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29380256.000000 Penalty: 6105.136230
	Iteration 14Q: 3 clusters Score -2.938026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29380290.000000 Penalty: 6105.136230
	Iteration 15Q: 3 clusters Score -2.938029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29380306.000000 Penalty: 6105.136230
	Iteration 16Q: 3 clusters Score -2.938031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29380318.000000 Penalty: 6105.136230
	Iteration 17Q: 3 clusters Score -2.938032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29380332.000000 Penalty: 6105.136230
	Iteration 18Q: 3 clusters Score -2.938033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221346 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29380342.000000 Penalty: 6105.136230
	Iteration 19Q: 3 clusters Score -2.938034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221348 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29380342.000000 Penalty: 6105.136230
	Iteration 20F: 3 clusters Score -2.938034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221350 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29380334.000000 Penalty: 6105.136230
	Iteration 21Q: 3 clusters Score -2.938033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221348 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29380352.000000 Penalty: 6105.136230
	Iteration 22Q: 3 clusters Score -2.938035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221348 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29380358.000000 Penalty: 6105.136230
	Iteration 23Q: 3 clusters Score -2.938036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29380352.000000 Penalty: 6105.136230
	Iteration 24Q: 3 clusters Score -2.938035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221350 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29380358.000000 Penalty: 6105.136230
	Iteration 25Q: 3 clusters Score -2.938036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221353 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29380368.000000 Penalty: 6105.136230
	Iteration 26Q: 3 clusters Score -2.938037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221353 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29380376.000000 Penalty: 6105.136230
	Iteration 27Q: 3 clusters Score -2.938038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221353 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29380376.000000 Penalty: 6105.136230
	Iteration 28F: 3 clusters Score -2.938038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56791.062500 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56791.06 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57020.207031 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -57020.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57116.183594 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -57116.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57246.183594 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -57246.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57321.851562 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -57321.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57420.687500 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -57420.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57509.707031 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -57509.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57574.625000 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -57574.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57691.457031 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -57691.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57777.085938 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -57777.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57794.929688 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -57794.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57810.433594 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -57810.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57833.453125 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -57833.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57883.289062 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -57883.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57917.503906 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -57917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57948.171875 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -57948.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57956.882812 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -57956.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57961.062500 Penalty: 3090.318848
	Iteration 17Q: 3 clusters Score -57961.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57963.207031 Penalty: 3090.318848
	Iteration 18Q: 3 clusters Score -57963.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57968.449219 Penalty: 3090.318848
	Iteration 19F: 3 clusters Score -57968.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57980.500000 Penalty: 3090.318848
	Iteration 20F: 3 clusters Score -57980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58008.234375 Penalty: 3090.318848
	Iteration 21Q: 3 clusters Score -58008.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58030.550781 Penalty: 3090.318848
	Iteration 22Q: 3 clusters Score -58030.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58069.933594 Penalty: 3090.318848
	Iteration 23Q: 3 clusters Score -58069.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58109.453125 Penalty: 3090.318848
	Iteration 24Q: 3 clusters Score -58109.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58112.593750 Penalty: 3090.318848
	Iteration 25Q: 3 clusters Score -58112.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58113.828125 Penalty: 3090.318848
	Iteration 26Q: 3 clusters Score -58113.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58113.828125 Penalty: 3090.318848
	Iteration 27F: 3 clusters Score -58113.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -376419.937500 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -376419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -373185.937500 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -373185.9 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -374061.250000 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -374061.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -374602.781250 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -374602.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -374994.468750 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -374994.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -375239.250000 Penalty: 3958.600586
	Iteration 4F: 3 clusters Score -375239.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -375394.281250 Penalty: 3958.600586
	Iteration 5F: 3 clusters Score -375394.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -375530.812500 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -375530.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -375663.468750 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -375663.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -375739.875000 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -375739.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -375788.531250 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -375788.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -375829.656250 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -375829.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -375874.687500 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -375874.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -375933.875000 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -375933.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -376013.343750 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -376013.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -376073.406250 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -376073.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -376122.718750 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -376122.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -376163.437500 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -376163.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -376190.187500 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -376190.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -376201.031250 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -376201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -376206.187500 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -376206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -376206.187500 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -376206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -40917.453125 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -40917.45 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 199 members 
Entering Unmasked Estep 
Score: -39725.085938 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -39725.09 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40345.457031 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -40345.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40656.101562 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -40656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40756.800781 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -40756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40802.011719 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -40802.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40946.363281 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -40946.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40985.847656 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -40985.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41000.890625 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -41000.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41007.273438 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -41007.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41014.269531 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -41014.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41016.710938 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -41016.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41016.710938 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -41016.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182894 members 
Mstep: Class 3 contains 84368 members 
Mstep: Class 4 contains 221625 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 17 contains 54598 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158711 members 
Mstep: Class 20 contains 20016 members 
Mstep: Class 21 contains 28501 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8197 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38585 members 
Mstep: Class 31 contains 247 members 
Entering Unmasked Estep 
Score: -133247832.000000 Penalty: 106424.484375
Splitting cluster 7 changes total score from -133249848.000000 to -133247832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -185020.750000 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -185020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -182794.171875 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -182794.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -183211.468750 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -183211.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183326.468750 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -183326.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -183377.140625 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -183377.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -183399.296875 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -183399.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -183410.312500 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -183410.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -183420.281250 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -183420.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -183429.109375 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -183429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -183433.984375 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -183434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183435.656250 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -183435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -183437.578125 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -183437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -183437.578125 Penalty: 3605.729736
	Iteration 11F: 3 clusters Score -183437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Entering Unmasked Estep 
Score: -405301.531250 Penalty: 2025.925171
	Iteration 0F: 2 clusters Score -405301.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -401672.343750 Penalty: 4051.850342
	Iteration 0F: 3 clusters Score -401672.3 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -402419.937500 Penalty: 4051.850342
	Iteration 1F: 3 clusters Score -402419.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -402612.750000 Penalty: 4051.850342
	Iteration 2F: 3 clusters Score -402612.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -402720.812500 Penalty: 4051.850342
	Iteration 3Q: 3 clusters Score -402720.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -402786.437500 Penalty: 4051.850342
	Iteration 4Q: 3 clusters Score -402786.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -402837.218750 Penalty: 4051.850342
	Iteration 5Q: 3 clusters Score -402837.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -402897.718750 Penalty: 4051.850342
	Iteration 6Q: 3 clusters Score -402897.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -402939.906250 Penalty: 4051.850342
	Iteration 7Q: 3 clusters Score -402939.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -402968.812500 Penalty: 4051.850342
	Iteration 8Q: 3 clusters Score -402968.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -402992.125000 Penalty: 4051.850342
	Iteration 9Q: 3 clusters Score -402992.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403007.562500 Penalty: 4051.850342
	Iteration 10Q: 3 clusters Score -403007.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -403019.531250 Penalty: 4051.850342
	Iteration 11Q: 3 clusters Score -403019.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -403029.562500 Penalty: 4051.850342
	Iteration 12Q: 3 clusters Score -403029.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403036.125000 Penalty: 4051.850342
	Iteration 13Q: 3 clusters Score -403036.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403043.312500 Penalty: 4051.850342
	Iteration 14Q: 3 clusters Score -403043.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -403046.812500 Penalty: 4051.850342
	Iteration 15Q: 3 clusters Score -403046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -403050.312500 Penalty: 4051.850342
	Iteration 16Q: 3 clusters Score -403050.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -403053.906250 Penalty: 4051.850342
	Iteration 17Q: 3 clusters Score -403053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -403056.406250 Penalty: 4051.850342
	Iteration 18Q: 3 clusters Score -403056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -403058.312500 Penalty: 4051.850342
	Iteration 19Q: 3 clusters Score -403058.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -403060.406250 Penalty: 4051.850342
	Iteration 20F: 3 clusters Score -403060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -403060.750000 Penalty: 4051.850342
	Iteration 21Q: 3 clusters Score -403060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -403062.281250 Penalty: 4051.850342
	Iteration 22Q: 3 clusters Score -403062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -403065.031250 Penalty: 4051.850342
	Iteration 23Q: 3 clusters Score -403065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -403066.062500 Penalty: 4051.850342
	Iteration 24Q: 3 clusters Score -403066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -403067.031250 Penalty: 4051.850342
	Iteration 25Q: 3 clusters Score -403067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -403067.656250 Penalty: 4051.850342
	Iteration 26Q: 3 clusters Score -403067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -403069.187500 Penalty: 4051.850342
	Iteration 27Q: 3 clusters Score -403069.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403072.812500 Penalty: 4051.850342
	Iteration 28Q: 3 clusters Score -403072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403073.843750 Penalty: 4051.850342
	Iteration 29Q: 3 clusters Score -403073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -403073.875000 Penalty: 4051.850342
	Iteration 30Q: 3 clusters Score -403073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403074.187500 Penalty: 4051.850342
	Iteration 31Q: 3 clusters Score -403074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403074.187500 Penalty: 4051.850342
	Iteration 32F: 3 clusters Score -403074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Entering Unmasked Estep 
Score: -5132004.000000 Penalty: 2624.990234
	Iteration 0F: 2 clusters Score -5132004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5105077.000000 Penalty: 5249.980469
	Iteration 0F: 3 clusters Score -5105077 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -5114953.500000 Penalty: 5249.980469
	Iteration 1F: 3 clusters Score -5114954 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -5115379.000000 Penalty: 5249.980469
	Iteration 2Q: 3 clusters Score -5115379 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -5115681.000000 Penalty: 5249.980469
	Iteration 3Q: 3 clusters Score -5115681 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -5115951.500000 Penalty: 5249.980469
	Iteration 4Q: 3 clusters Score -5115952 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5116224.500000 Penalty: 5249.980469
	Iteration 5Q: 3 clusters Score -5116224 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -5116476.500000 Penalty: 5249.980469
	Iteration 6Q: 3 clusters Score -5116476 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5116800.000000 Penalty: 5249.980469
	Iteration 7Q: 3 clusters Score -5116800 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5117165.000000 Penalty: 5249.980469
	Iteration 8Q: 3 clusters Score -5117165 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -5117703.000000 Penalty: 5249.980469
	Iteration 9Q: 3 clusters Score -5117703 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5118568.000000 Penalty: 5249.980469
	Iteration 10Q: 3 clusters Score -5118568 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -5119857.500000 Penalty: 5249.980469
	Iteration 11F: 3 clusters Score -5119858 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -5121822.500000 Penalty: 5249.980469
	Iteration 12F: 3 clusters Score -5121822 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5124231.000000 Penalty: 5249.980469
	Iteration 13F: 3 clusters Score -5124231 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -5126510.500000 Penalty: 5249.980469
	Iteration 14F: 3 clusters Score -5126510 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5128065.500000 Penalty: 5249.980469
	Iteration 15Q: 3 clusters Score -5128066 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -5128900.500000 Penalty: 5249.980469
	Iteration 16Q: 3 clusters Score -5128900 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -5129278.000000 Penalty: 5249.980469
	Iteration 17Q: 3 clusters Score -5129278 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5129479.000000 Penalty: 5249.980469
	Iteration 18Q: 3 clusters Score -5129479 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5129589.500000 Penalty: 5249.980469
	Iteration 19Q: 3 clusters Score -5129590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5129651.000000 Penalty: 5249.980469
	Iteration 20F: 3 clusters Score -5129651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5129693.000000 Penalty: 5249.980469
	Iteration 21Q: 3 clusters Score -5129693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -5129721.500000 Penalty: 5249.980469
	Iteration 22Q: 3 clusters Score -5129722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -5129731.500000 Penalty: 5249.980469
	Iteration 23Q: 3 clusters Score -5129732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -5129749.500000 Penalty: 5249.980469
	Iteration 24Q: 3 clusters Score -5129750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -5129757.000000 Penalty: 5249.980469
	Iteration 25Q: 3 clusters Score -5129757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5129756.500000 Penalty: 5249.980469
	Iteration 26Q: 3 clusters Score -5129756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -5129760.000000 Penalty: 5249.980469
	Iteration 27Q: 3 clusters Score -5129760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5129759.000000 Penalty: 5249.980469
	Iteration 28Q: 3 clusters Score -5129759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5129760.500000 Penalty: 5249.980469
	Iteration 29Q: 3 clusters Score -5129760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -5129759.000000 Penalty: 5249.980469
	Iteration 30Q: 3 clusters Score -5129759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -5129767.500000 Penalty: 5249.980469
	Iteration 31Q: 3 clusters Score -5129768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5129766.500000 Penalty: 5249.980469
	Iteration 32Q: 3 clusters Score -5129766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5129767.500000 Penalty: 5249.980469
	Iteration 33Q: 3 clusters Score -5129768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5129767.000000 Penalty: 5249.980469
	Iteration 34Q: 3 clusters Score -5129767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5129767.000000 Penalty: 5249.980469
	Iteration 35F: 3 clusters Score -5129767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -389202.781250 Penalty: 1993.871094
	Iteration 0F: 2 clusters Score -389202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -385913.875000 Penalty: 3987.742188
	Iteration 0F: 3 clusters Score -385913.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -386593.812500 Penalty: 3987.742188
	Iteration 1F: 3 clusters Score -386593.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -386810.968750 Penalty: 3987.742188
	Iteration 2F: 3 clusters Score -386811 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -387061.781250 Penalty: 3987.742188
	Iteration 3F: 3 clusters Score -387061.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -387378.218750 Penalty: 3987.742188
	Iteration 4F: 3 clusters Score -387378.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -387869.187500 Penalty: 3987.742188
	Iteration 5F: 3 clusters Score -387869.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -388350.250000 Penalty: 3987.742188
	Iteration 6F: 3 clusters Score -388350.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -388730.093750 Penalty: 3987.742188
	Iteration 7F: 3 clusters Score -388730.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -388988.625000 Penalty: 3987.742188
	Iteration 8F: 3 clusters Score -388988.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -389201.156250 Penalty: 3987.742188
	Iteration 9Q: 3 clusters Score -389201.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -389360.093750 Penalty: 3987.742188
	Iteration 10Q: 3 clusters Score -389360.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -389492.562500 Penalty: 3987.742188
	Iteration 11Q: 3 clusters Score -389492.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -389547.343750 Penalty: 3987.742188
	Iteration 12Q: 3 clusters Score -389547.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -389570.031250 Penalty: 3987.742188
	Iteration 13Q: 3 clusters Score -389570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -389578.500000 Penalty: 3987.742188
	Iteration 14Q: 3 clusters Score -389578.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -389583.687500 Penalty: 3987.742188
	Iteration 15Q: 3 clusters Score -389583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -389586.937500 Penalty: 3987.742188
	Iteration 16Q: 3 clusters Score -389586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -389587.500000 Penalty: 3987.742188
	Iteration 17Q: 3 clusters Score -389587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -389587.500000 Penalty: 3987.742188
	Iteration 18F: 3 clusters Score -389587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182894 members 
Mstep: Class 3 contains 84368 members 
Mstep: Class 4 contains 221625 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 17 contains 54598 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158711 members 
Mstep: Class 20 contains 20016 members 
Mstep: Class 21 contains 28501 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8197 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38585 members 
Mstep: Class 31 contains 1165 members 
Entering Unmasked Estep 
Score: -133248736.000000 Penalty: 106424.484375
Splitting cluster 11 changes total score from -133249848.000000 to -133248736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -92156.437500 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -92156.44 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 351 members 
Entering Unmasked Estep 
Score: -90421.179688 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -90421.18 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90626.054688 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -90626.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90705.218750 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -90705.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90732.507812 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -90732.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90763.679688 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -90763.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90779.960938 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -90779.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90790.859375 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -90790.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90795.664062 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -90795.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90796.492188 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -90796.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90798.421875 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -90798.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90800.601562 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -90800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90801.968750 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -90801.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90802.601562 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -90802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90802.601562 Penalty: 3261.237549
	Iteration 13F: 3 clusters Score -90802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Entering Unmasked Estep 
Score: -934198.375000 Penalty: 2191.636963
	Iteration 0F: 2 clusters Score -934198.4 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 3462 members 
Entering Unmasked Estep 
Score: -928473.687500 Penalty: 4383.273926
	Iteration 0F: 3 clusters Score -928473.7 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -929928.500000 Penalty: 4383.273926
	Iteration 1F: 3 clusters Score -929928.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -930172.812500 Penalty: 4383.273926
	Iteration 2F: 3 clusters Score -930172.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -930321.062500 Penalty: 4383.273926
	Iteration 3Q: 3 clusters Score -930321.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -930408.312500 Penalty: 4383.273926
	Iteration 4Q: 3 clusters Score -930408.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -930460.687500 Penalty: 4383.273926
	Iteration 5Q: 3 clusters Score -930460.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -930509.562500 Penalty: 4383.273926
	Iteration 6Q: 3 clusters Score -930509.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -930548.375000 Penalty: 4383.273926
	Iteration 7Q: 3 clusters Score -930548.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -930573.875000 Penalty: 4383.273926
	Iteration 8Q: 3 clusters Score -930573.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -930592.812500 Penalty: 4383.273926
	Iteration 9Q: 3 clusters Score -930592.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -930606.250000 Penalty: 4383.273926
	Iteration 10Q: 3 clusters Score -930606.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -930619.312500 Penalty: 4383.273926
	Iteration 11Q: 3 clusters Score -930619.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -930631.000000 Penalty: 4383.273926
	Iteration 12Q: 3 clusters Score -930631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -930640.625000 Penalty: 4383.273926
	Iteration 13Q: 3 clusters Score -930640.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -930649.687500 Penalty: 4383.273926
	Iteration 14Q: 3 clusters Score -930649.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -930663.250000 Penalty: 4383.273926
	Iteration 15Q: 3 clusters Score -930663.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -930684.937500 Penalty: 4383.273926
	Iteration 16Q: 3 clusters Score -930684.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -930705.750000 Penalty: 4383.273926
	Iteration 17Q: 3 clusters Score -930705.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -930715.625000 Penalty: 4383.273926
	Iteration 18Q: 3 clusters Score -930715.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -930729.187500 Penalty: 4383.273926
	Iteration 19Q: 3 clusters Score -930729.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -930737.250000 Penalty: 4383.273926
	Iteration 20F: 3 clusters Score -930737.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -930747.250000 Penalty: 4383.273926
	Iteration 21Q: 3 clusters Score -930747.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -930758.437500 Penalty: 4383.273926
	Iteration 22Q: 3 clusters Score -930758.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -930770.562500 Penalty: 4383.273926
	Iteration 23Q: 3 clusters Score -930770.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -930783.875000 Penalty: 4383.273926
	Iteration 24Q: 3 clusters Score -930783.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -930795.875000 Penalty: 4383.273926
	Iteration 25Q: 3 clusters Score -930795.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -930811.312500 Penalty: 4383.273926
	Iteration 26Q: 3 clusters Score -930811.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -930826.812500 Penalty: 4383.273926
	Iteration 27Q: 3 clusters Score -930826.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -930841.812500 Penalty: 4383.273926
	Iteration 28Q: 3 clusters Score -930841.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -930852.562500 Penalty: 4383.273926
	Iteration 29Q: 3 clusters Score -930852.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -930863.625000 Penalty: 4383.273926
	Iteration 30Q: 3 clusters Score -930863.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -930868.937500 Penalty: 4383.273926
	Iteration 31Q: 3 clusters Score -930868.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -930878.187500 Penalty: 4383.273926
	Iteration 32Q: 3 clusters Score -930878.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -930882.437500 Penalty: 4383.273926
	Iteration 33Q: 3 clusters Score -930882.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -930887.562500 Penalty: 4383.273926
	Iteration 34Q: 3 clusters Score -930887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -930892.812500 Penalty: 4383.273926
	Iteration 35Q: 3 clusters Score -930892.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -930902.687500 Penalty: 4383.273926
	Iteration 36Q: 3 clusters Score -930902.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -930907.750000 Penalty: 4383.273926
	Iteration 37Q: 3 clusters Score -930907.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -930913.875000 Penalty: 4383.273926
	Iteration 38Q: 3 clusters Score -930913.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -930917.750000 Penalty: 4383.273926
	Iteration 39Q: 3 clusters Score -930917.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -930923.625000 Penalty: 4383.273926
	Iteration 40F: 3 clusters Score -930923.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -930927.187500 Penalty: 4383.273926
	Iteration 41Q: 3 clusters Score -930927.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -930933.500000 Penalty: 4383.273926
	Iteration 42Q: 3 clusters Score -930933.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -930937.375000 Penalty: 4383.273926
	Iteration 43Q: 3 clusters Score -930937.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -930938.875000 Penalty: 4383.273926
	Iteration 44Q: 3 clusters Score -930938.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -930945.687500 Penalty: 4383.273926
	Iteration 45Q: 3 clusters Score -930945.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -930949.437500 Penalty: 4383.273926
	Iteration 46Q: 3 clusters Score -930949.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -930954.375000 Penalty: 4383.273926
	Iteration 47Q: 3 clusters Score -930954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -930960.062500 Penalty: 4383.273926
	Iteration 48Q: 3 clusters Score -930960.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -930966.250000 Penalty: 4383.273926
	Iteration 49Q: 3 clusters Score -930966.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -930977.625000 Penalty: 4383.273926
	Iteration 50Q: 3 clusters Score -930977.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -930989.500000 Penalty: 4383.273926
	Iteration 51Q: 3 clusters Score -930989.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -931002.562500 Penalty: 4383.273926
	Iteration 52Q: 3 clusters Score -931002.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -931019.375000 Penalty: 4383.273926
	Iteration 53Q: 3 clusters Score -931019.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -931035.812500 Penalty: 4383.273926
	Iteration 54Q: 3 clusters Score -931035.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -931054.875000 Penalty: 4383.273926
	Iteration 55Q: 3 clusters Score -931054.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -931074.000000 Penalty: 4383.273926
	Iteration 56Q: 3 clusters Score -931074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -931097.375000 Penalty: 4383.273926
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -931119.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -931146.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -931175.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -931202.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -931236.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -931268.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -931303.875000 Penalty: 4383.273926
	Iteration 64Q: 3 clusters Score -931303.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -931335.437500 Penalty: 4383.273926
	Iteration 65Q: 3 clusters Score -931335.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -931361.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -931382.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -931402.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -931425.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -931450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -931484.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -931532.000000 Penalty: 4383.273926
	Iteration 72Q: 3 clusters Score -931532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -931564.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -931605.750000 Penalty: 4383.273926
	Iteration 74Q: 3 clusters Score -931605.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -931644.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -931686.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -931721.000000 Penalty: 4383.273926
	Iteration 77Q: 3 clusters Score -931721 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -931759.187500 Penalty: 4383.273926
	Iteration 78Q: 3 clusters Score -931759.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -931790.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -931817.250000 Penalty: 4383.273926
	Iteration 80F: 3 clusters Score -931817.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -931841.750000 Penalty: 4383.273926
	Iteration 81Q: 3 clusters Score -931841.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -931864.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -931884.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -931900.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -931912.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -931922.250000 Penalty: 4383.273926
	Iteration 86Q: 3 clusters Score -931922.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -931932.312500 Penalty: 4383.273926
	Iteration 87Q: 3 clusters Score -931932.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -931945.812500 Penalty: 4383.273926
	Iteration 88Q: 3 clusters Score -931945.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -931954.625000 Penalty: 4383.273926
	Iteration 89Q: 3 clusters Score -931954.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -931962.500000 Penalty: 4383.273926
	Iteration 90Q: 3 clusters Score -931962.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -931970.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -931981.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -931989.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -931997.625000 Penalty: 4383.273926
	Iteration 94Q: 3 clusters Score -931997.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -932004.687500 Penalty: 4383.273926
	Iteration 95Q: 3 clusters Score -932004.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -932014.250000 Penalty: 4383.273926
	Iteration 96Q: 3 clusters Score -932014.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -932020.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -932028.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -932031.375000 Penalty: 4383.273926
	Iteration 99Q: 3 clusters Score -932031.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -932036.125000 Penalty: 4383.273926
	Iteration 100F: 3 clusters Score -932036.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -932042.812500 Penalty: 4383.273926
	Iteration 101Q: 3 clusters Score -932042.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -932050.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -932059.562500 Penalty: 4383.273926
	Iteration 103Q: 3 clusters Score -932059.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -932066.125000 Penalty: 4383.273926
	Iteration 104Q: 3 clusters Score -932066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -932071.187500 Penalty: 4383.273926
	Iteration 105Q: 3 clusters Score -932071.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -932077.062500 Penalty: 4383.273926
	Iteration 106Q: 3 clusters Score -932077.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -932080.875000 Penalty: 4383.273926
	Iteration 107Q: 3 clusters Score -932080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -932085.687500 Penalty: 4383.273926
	Iteration 108Q: 3 clusters Score -932085.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -932089.312500 Penalty: 4383.273926
	Iteration 109Q: 3 clusters Score -932089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -932090.812500 Penalty: 4383.273926
	Iteration 110Q: 3 clusters Score -932090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -932095.312500 Penalty: 4383.273926
	Iteration 111Q: 3 clusters Score -932095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -932099.375000 Penalty: 4383.273926
	Iteration 112Q: 3 clusters Score -932099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -932100.375000 Penalty: 4383.273926
	Iteration 113Q: 3 clusters Score -932100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -932103.625000 Penalty: 4383.273926
	Iteration 114Q: 3 clusters Score -932103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -932105.625000 Penalty: 4383.273926
	Iteration 115Q: 3 clusters Score -932105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -932107.687500 Penalty: 4383.273926
	Iteration 116Q: 3 clusters Score -932107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -932110.125000 Penalty: 4383.273926
	Iteration 117Q: 3 clusters Score -932110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -932112.062500 Penalty: 4383.273926
	Iteration 118Q: 3 clusters Score -932112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -932114.187500 Penalty: 4383.273926
	Iteration 119Q: 3 clusters Score -932114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -932118.437500 Penalty: 4383.273926
	Iteration 120F: 3 clusters Score -932118.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -932125.312500 Penalty: 4383.273926
	Iteration 121Q: 3 clusters Score -932125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -932130.312500 Penalty: 4383.273926
	Iteration 122Q: 3 clusters Score -932130.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -932134.375000 Penalty: 4383.273926
	Iteration 123Q: 3 clusters Score -932134.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -932137.062500 Penalty: 4383.273926
	Iteration 124Q: 3 clusters Score -932137.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -932147.187500 Penalty: 4383.273926
	Iteration 125Q: 3 clusters Score -932147.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -932153.375000 Penalty: 4383.273926
	Iteration 126Q: 3 clusters Score -932153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -932157.187500 Penalty: 4383.273926
	Iteration 127Q: 3 clusters Score -932157.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -932163.125000 Penalty: 4383.273926
	Iteration 128Q: 3 clusters Score -932163.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -932171.562500 Penalty: 4383.273926
	Iteration 129Q: 3 clusters Score -932171.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -932177.375000 Penalty: 4383.273926
	Iteration 130Q: 3 clusters Score -932177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -932182.500000 Penalty: 4383.273926
	Iteration 131Q: 3 clusters Score -932182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -932185.875000 Penalty: 4383.273926
	Iteration 132Q: 3 clusters Score -932185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -932186.875000 Penalty: 4383.273926
	Iteration 133Q: 3 clusters Score -932186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -932188.125000 Penalty: 4383.273926
	Iteration 134Q: 3 clusters Score -932188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -932190.500000 Penalty: 4383.273926
	Iteration 135Q: 3 clusters Score -932190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -932194.125000 Penalty: 4383.273926
	Iteration 136Q: 3 clusters Score -932194.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -932197.687500 Penalty: 4383.273926
	Iteration 137Q: 3 clusters Score -932197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -932200.937500 Penalty: 4383.273926
	Iteration 138Q: 3 clusters Score -932200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -932201.125000 Penalty: 4383.273926
	Iteration 139Q: 3 clusters Score -932201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -932204.312500 Penalty: 4383.273926
	Iteration 140F: 3 clusters Score -932204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -932207.625000 Penalty: 4383.273926
	Iteration 141Q: 3 clusters Score -932207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -932209.187500 Penalty: 4383.273926
	Iteration 142Q: 3 clusters Score -932209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -932213.062500 Penalty: 4383.273926
	Iteration 143Q: 3 clusters Score -932213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -932217.812500 Penalty: 4383.273926
	Iteration 144Q: 3 clusters Score -932217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -932222.687500 Penalty: 4383.273926
	Iteration 145Q: 3 clusters Score -932222.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -932232.125000 Penalty: 4383.273926
	Iteration 146Q: 3 clusters Score -932232.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -932247.125000 Penalty: 4383.273926
	Iteration 147Q: 3 clusters Score -932247.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -932262.375000 Penalty: 4383.273926
	Iteration 148Q: 3 clusters Score -932262.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -932275.375000 Penalty: 4383.273926
	Iteration 149Q: 3 clusters Score -932275.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -932293.437500 Penalty: 4383.273926
	Iteration 150Q: 3 clusters Score -932293.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -932307.187500 Penalty: 4383.273926
	Iteration 151Q: 3 clusters Score -932307.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -932314.750000 Penalty: 4383.273926
	Iteration 152Q: 3 clusters Score -932314.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -932324.312500 Penalty: 4383.273926
	Iteration 153Q: 3 clusters Score -932324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -932330.375000 Penalty: 4383.273926
	Iteration 154Q: 3 clusters Score -932330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -932333.937500 Penalty: 4383.273926
	Iteration 155Q: 3 clusters Score -932333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -932338.437500 Penalty: 4383.273926
	Iteration 156Q: 3 clusters Score -932338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -932340.875000 Penalty: 4383.273926
	Iteration 157Q: 3 clusters Score -932340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -932341.750000 Penalty: 4383.273926
	Iteration 158Q: 3 clusters Score -932341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -932343.312500 Penalty: 4383.273926
	Iteration 159Q: 3 clusters Score -932343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -932345.562500 Penalty: 4383.273926
	Iteration 160F: 3 clusters Score -932345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -932349.750000 Penalty: 4383.273926
	Iteration 161Q: 3 clusters Score -932349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -932355.062500 Penalty: 4383.273926
	Iteration 162Q: 3 clusters Score -932355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -932355.875000 Penalty: 4383.273926
	Iteration 163Q: 3 clusters Score -932355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -932359.125000 Penalty: 4383.273926
	Iteration 164Q: 3 clusters Score -932359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -932363.062500 Penalty: 4383.273926
	Iteration 165Q: 3 clusters Score -932363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -932366.000000 Penalty: 4383.273926
	Iteration 166Q: 3 clusters Score -932366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -932369.062500 Penalty: 4383.273926
	Iteration 167Q: 3 clusters Score -932369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -932369.062500 Penalty: 4383.273926
	Iteration 168F: 3 clusters Score -932369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Entering Unmasked Estep 
Score: -1391619.500000 Penalty: 2298.989258
	Iteration 0F: 2 clusters Score -1391620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1383547.625000 Penalty: 4597.978516
	Iteration 0F: 3 clusters Score -1383548 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1385845.500000 Penalty: 4597.978516
	Iteration 1F: 3 clusters Score -1385846 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1386144.750000 Penalty: 4597.978516
	Iteration 2F: 3 clusters Score -1386145 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1386341.250000 Penalty: 4597.978516
	Iteration 3Q: 3 clusters Score -1386341 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1386483.375000 Penalty: 4597.978516
	Iteration 4Q: 3 clusters Score -1386483 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1386607.750000 Penalty: 4597.978516
	Iteration 5Q: 3 clusters Score -1386608 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1386690.875000 Penalty: 4597.978516
	Iteration 6Q: 3 clusters Score -1386691 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1386759.875000 Penalty: 4597.978516
	Iteration 7Q: 3 clusters Score -1386760 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1386825.250000 Penalty: 4597.978516
	Iteration 8Q: 3 clusters Score -1386825 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1386889.375000 Penalty: 4597.978516
	Iteration 9Q: 3 clusters Score -1386889 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1386953.875000 Penalty: 4597.978516
	Iteration 10Q: 3 clusters Score -1386954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1387012.750000 Penalty: 4597.978516
	Iteration 11Q: 3 clusters Score -1387013 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1387088.125000 Penalty: 4597.978516
	Iteration 12Q: 3 clusters Score -1387088 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1387172.375000 Penalty: 4597.978516
	Iteration 13Q: 3 clusters Score -1387172 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1387286.875000 Penalty: 4597.978516
	Iteration 14Q: 3 clusters Score -1387287 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1387429.125000 Penalty: 4597.978516
	Iteration 15Q: 3 clusters Score -1387429 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1387574.000000 Penalty: 4597.978516
	Iteration 16Q: 3 clusters Score -1387574 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1387723.500000 Penalty: 4597.978516
	Iteration 17Q: 3 clusters Score -1387724 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1387891.875000 Penalty: 4597.978516
	Iteration 18Q: 3 clusters Score -1387892 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1388085.000000 Penalty: 4597.978516
	Iteration 19Q: 3 clusters Score -1388085 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1388291.250000 Penalty: 4597.978516
	Iteration 20F: 3 clusters Score -1388291 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1388496.875000 Penalty: 4597.978516
	Iteration 21Q: 3 clusters Score -1388497 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1388676.500000 Penalty: 4597.978516
	Iteration 22Q: 3 clusters Score -1388676 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1388833.375000 Penalty: 4597.978516
	Iteration 23Q: 3 clusters Score -1388833 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1388955.250000 Penalty: 4597.978516
	Iteration 24Q: 3 clusters Score -1388955 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1389047.500000 Penalty: 4597.978516
	Iteration 25Q: 3 clusters Score -1389048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1389124.750000 Penalty: 4597.978516
	Iteration 26Q: 3 clusters Score -1389125 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1389181.875000 Penalty: 4597.978516
	Iteration 27Q: 3 clusters Score -1389182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1389227.500000 Penalty: 4597.978516
	Iteration 28Q: 3 clusters Score -1389228 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1389269.375000 Penalty: 4597.978516
	Iteration 29Q: 3 clusters Score -1389269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1389296.375000 Penalty: 4597.978516
	Iteration 30Q: 3 clusters Score -1389296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1389321.000000 Penalty: 4597.978516
	Iteration 31Q: 3 clusters Score -1389321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1389350.250000 Penalty: 4597.978516
	Iteration 32Q: 3 clusters Score -1389350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1389369.250000 Penalty: 4597.978516
	Iteration 33Q: 3 clusters Score -1389369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1389384.125000 Penalty: 4597.978516
	Iteration 34Q: 3 clusters Score -1389384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1389398.000000 Penalty: 4597.978516
	Iteration 35Q: 3 clusters Score -1389398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1389416.125000 Penalty: 4597.978516
	Iteration 36Q: 3 clusters Score -1389416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1389430.750000 Penalty: 4597.978516
	Iteration 37Q: 3 clusters Score -1389431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1389440.125000 Penalty: 4597.978516
	Iteration 38Q: 3 clusters Score -1389440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1389453.125000 Penalty: 4597.978516
	Iteration 39Q: 3 clusters Score -1389453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1389462.750000 Penalty: 4597.978516
	Iteration 40F: 3 clusters Score -1389463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1389471.250000 Penalty: 4597.978516
	Iteration 41Q: 3 clusters Score -1389471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1389475.000000 Penalty: 4597.978516
	Iteration 42Q: 3 clusters Score -1389475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1389484.250000 Penalty: 4597.978516
	Iteration 43Q: 3 clusters Score -1389484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1389494.000000 Penalty: 4597.978516
	Iteration 44Q: 3 clusters Score -1389494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1389502.125000 Penalty: 4597.978516
	Iteration 45Q: 3 clusters Score -1389502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1389507.250000 Penalty: 4597.978516
	Iteration 46Q: 3 clusters Score -1389507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1389516.500000 Penalty: 4597.978516
	Iteration 47Q: 3 clusters Score -1389516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1389523.125000 Penalty: 4597.978516
	Iteration 48Q: 3 clusters Score -1389523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1389528.000000 Penalty: 4597.978516
	Iteration 49Q: 3 clusters Score -1389528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1389541.875000 Penalty: 4597.978516
	Iteration 50Q: 3 clusters Score -1389542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1389548.125000 Penalty: 4597.978516
	Iteration 51Q: 3 clusters Score -1389548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1389555.750000 Penalty: 4597.978516
	Iteration 52Q: 3 clusters Score -1389556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1389564.625000 Penalty: 4597.978516
	Iteration 53Q: 3 clusters Score -1389565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1389564.750000 Penalty: 4597.978516
	Iteration 54Q: 3 clusters Score -1389565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1389570.625000 Penalty: 4597.978516
	Iteration 55Q: 3 clusters Score -1389571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1389570.375000 Penalty: 4597.978516
	Iteration 56Q: 3 clusters Score -1389570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1389571.625000 Penalty: 4597.978516
	Iteration 57Q: 3 clusters Score -1389572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1389575.875000 Penalty: 4597.978516
	Iteration 58Q: 3 clusters Score -1389576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1389580.000000 Penalty: 4597.978516
	Iteration 59Q: 3 clusters Score -1389580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1389583.250000 Penalty: 4597.978516
	Iteration 60F: 3 clusters Score -1389583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1389587.750000 Penalty: 4597.978516
	Iteration 61Q: 3 clusters Score -1389588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1389591.375000 Penalty: 4597.978516
	Iteration 62Q: 3 clusters Score -1389591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1389594.750000 Penalty: 4597.978516
	Iteration 63Q: 3 clusters Score -1389595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1389596.875000 Penalty: 4597.978516
	Iteration 64Q: 3 clusters Score -1389597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1389595.625000 Penalty: 4597.978516
	Iteration 65Q: 3 clusters Score -1389596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1389596.250000 Penalty: 4597.978516
	Iteration 66Q: 3 clusters Score -1389596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1389596.250000 Penalty: 4597.978516
	Iteration 67F: 3 clusters Score -1389596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Entering Unmasked Estep 
Score: -5883414.000000 Penalty: 2670.385742
	Iteration 0F: 2 clusters Score -5883414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -5851559.000000 Penalty: 5340.771484
	Iteration 0F: 3 clusters Score -5851559 nChanged 21883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5863703.000000 Penalty: 5340.771484
	Iteration 1F: 3 clusters Score -5863703 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -5864320.000000 Penalty: 5340.771484
	Iteration 2Q: 3 clusters Score -5864320 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -5864917.500000 Penalty: 5340.771484
	Iteration 3Q: 3 clusters Score -5864918 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -5865541.500000 Penalty: 5340.771484
	Iteration 4Q: 3 clusters Score -5865542 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -5866421.000000 Penalty: 5340.771484
	Iteration 5Q: 3 clusters Score -5866421 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5867481.500000 Penalty: 5340.771484
	Iteration 6Q: 3 clusters Score -5867482 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -5868934.000000 Penalty: 5340.771484
	Iteration 7F: 3 clusters Score -5868934 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -5870588.500000 Penalty: 5340.771484
	Iteration 8F: 3 clusters Score -5870588 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5872340.500000 Penalty: 5340.771484
	Iteration 9F: 3 clusters Score -5872340 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -5874067.500000 Penalty: 5340.771484
	Iteration 10F: 3 clusters Score -5874068 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5875463.000000 Penalty: 5340.771484
	Iteration 11Q: 3 clusters Score -5875463 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5876620.000000 Penalty: 5340.771484
	Iteration 12Q: 3 clusters Score -5876620 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5877538.500000 Penalty: 5340.771484
	Iteration 13Q: 3 clusters Score -5877538 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -5878322.000000 Penalty: 5340.771484
	Iteration 14Q: 3 clusters Score -5878322 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5879109.500000 Penalty: 5340.771484
	Iteration 15Q: 3 clusters Score -5879110 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5879804.500000 Penalty: 5340.771484
	Iteration 16Q: 3 clusters Score -5879804 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -5880369.500000 Penalty: 5340.771484
	Iteration 17Q: 3 clusters Score -5880370 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -5880805.500000 Penalty: 5340.771484
	Iteration 18Q: 3 clusters Score -5880806 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -5881132.500000 Penalty: 5340.771484
	Iteration 19Q: 3 clusters Score -5881132 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5881330.000000 Penalty: 5340.771484
	Iteration 20F: 3 clusters Score -5881330 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5881444.000000 Penalty: 5340.771484
	Iteration 21Q: 3 clusters Score -5881444 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5881489.000000 Penalty: 5340.771484
	Iteration 22Q: 3 clusters Score -5881489 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -5881527.000000 Penalty: 5340.771484
	Iteration 23Q: 3 clusters Score -5881527 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5881534.000000 Penalty: 5340.771484
	Iteration 24Q: 3 clusters Score -5881534 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -5881546.500000 Penalty: 5340.771484
	Iteration 25Q: 3 clusters Score -5881546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5881553.000000 Penalty: 5340.771484
	Iteration 26Q: 3 clusters Score -5881553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -5881568.500000 Penalty: 5340.771484
	Iteration 27Q: 3 clusters Score -5881568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -5881598.000000 Penalty: 5340.771484
	Iteration 28Q: 3 clusters Score -5881598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -5881597.500000 Penalty: 5340.771484
	Iteration 29Q: 3 clusters Score -5881598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -5881611.000000 Penalty: 5340.771484
	Iteration 30Q: 3 clusters Score -5881611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -5881613.000000 Penalty: 5340.771484
	Iteration 31Q: 3 clusters Score -5881613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -5881631.000000 Penalty: 5340.771484
	Iteration 32Q: 3 clusters Score -5881631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -5881617.000000 Penalty: 5340.771484
	Iteration 33Q: 3 clusters Score -5881617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -5881627.000000 Penalty: 5340.771484
	Iteration 34Q: 3 clusters Score -5881627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -5881624.500000 Penalty: 5340.771484
	Iteration 35Q: 3 clusters Score -5881624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -5881634.000000 Penalty: 5340.771484
	Iteration 36Q: 3 clusters Score -5881634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -5881628.000000 Penalty: 5340.771484
	Iteration 37Q: 3 clusters Score -5881628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -5881637.500000 Penalty: 5340.771484
	Iteration 38Q: 3 clusters Score -5881638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5881642.500000 Penalty: 5340.771484
	Iteration 39Q: 3 clusters Score -5881642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -5881647.500000 Penalty: 5340.771484
	Iteration 40F: 3 clusters Score -5881648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -5881651.500000 Penalty: 5340.771484
	Iteration 41Q: 3 clusters Score -5881652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -5881656.500000 Penalty: 5340.771484
	Iteration 42Q: 3 clusters Score -5881656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5881652.500000 Penalty: 5340.771484
	Iteration 43Q: 3 clusters Score -5881652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -5881658.500000 Penalty: 5340.771484
	Iteration 44Q: 3 clusters Score -5881658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -5881652.000000 Penalty: 5340.771484
	Iteration 45Q: 3 clusters Score -5881652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5881660.500000 Penalty: 5340.771484
	Iteration 46Q: 3 clusters Score -5881660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -5881658.500000 Penalty: 5340.771484
	Iteration 47Q: 3 clusters Score -5881658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -5881651.500000 Penalty: 5340.771484
	Iteration 48Q: 3 clusters Score -5881652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5881660.500000 Penalty: 5340.771484
	Iteration 49Q: 3 clusters Score -5881660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5881657.500000 Penalty: 5340.771484
	Iteration 50Q: 3 clusters Score -5881658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -5881655.000000 Penalty: 5340.771484
	Iteration 51Q: 3 clusters Score -5881655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -5881656.500000 Penalty: 5340.771484
	Iteration 52Q: 3 clusters Score -5881656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5881654.500000 Penalty: 5340.771484
	Iteration 53Q: 3 clusters Score -5881654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -5881655.500000 Penalty: 5340.771484
	Iteration 54Q: 3 clusters Score -5881656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -5881654.500000 Penalty: 5340.771484
	Iteration 55Q: 3 clusters Score -5881654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -5881659.000000 Penalty: 5340.771484
	Iteration 56Q: 3 clusters Score -5881659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -5881654.500000 Penalty: 5340.771484
	Iteration 57Q: 3 clusters Score -5881654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -5881660.500000 Penalty: 5340.771484
	Iteration 58Q: 3 clusters Score -5881660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -5881659.500000 Penalty: 5340.771484
	Iteration 59Q: 3 clusters Score -5881660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -5881664.000000 Penalty: 5340.771484
	Iteration 60F: 3 clusters Score -5881664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -5881665.000000 Penalty: 5340.771484
	Iteration 61Q: 3 clusters Score -5881665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -5881666.500000 Penalty: 5340.771484
	Iteration 62Q: 3 clusters Score -5881666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -5881664.000000 Penalty: 5340.771484
	Iteration 63Q: 3 clusters Score -5881664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -5881663.000000 Penalty: 5340.771484
	Iteration 64Q: 3 clusters Score -5881663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -5881662.500000 Penalty: 5340.771484
	Iteration 65Q: 3 clusters Score -5881662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -5881674.000000 Penalty: 5340.771484
	Iteration 66Q: 3 clusters Score -5881674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -5881667.000000 Penalty: 5340.771484
	Iteration 67Q: 3 clusters Score -5881667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5881674.000000 Penalty: 5340.771484
	Iteration 68Q: 3 clusters Score -5881674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5881674.000000 Penalty: 5340.771484
	Iteration 69F: 3 clusters Score -5881674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Entering Unmasked Estep 
Score: -3996707.000000 Penalty: 2553.877197
	Iteration 0F: 2 clusters Score -3996707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3976275.500000 Penalty: 5107.754395
	Iteration 0F: 3 clusters Score -3976276 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3983456.750000 Penalty: 5107.754395
	Iteration 1F: 3 clusters Score -3983457 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3983854.750000 Penalty: 5107.754395
	Iteration 2Q: 3 clusters Score -3983855 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3984233.750000 Penalty: 5107.754395
	Iteration 3Q: 3 clusters Score -3984234 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3984540.250000 Penalty: 5107.754395
	Iteration 4Q: 3 clusters Score -3984540 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3984794.500000 Penalty: 5107.754395
	Iteration 5Q: 3 clusters Score -3984794 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3985078.250000 Penalty: 5107.754395
	Iteration 6Q: 3 clusters Score -3985078 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3985368.500000 Penalty: 5107.754395
	Iteration 7Q: 3 clusters Score -3985368 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3985717.500000 Penalty: 5107.754395
	Iteration 8Q: 3 clusters Score -3985718 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3986103.500000 Penalty: 5107.754395
	Iteration 9Q: 3 clusters Score -3986104 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3986544.750000 Penalty: 5107.754395
	Iteration 10Q: 3 clusters Score -3986545 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3987116.500000 Penalty: 5107.754395
	Iteration 11Q: 3 clusters Score -3987116 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3987780.500000 Penalty: 5107.754395
	Iteration 12Q: 3 clusters Score -3987780 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3988647.500000 Penalty: 5107.754395
	Iteration 13Q: 3 clusters Score -3988648 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3989689.750000 Penalty: 5107.754395
	Iteration 14F: 3 clusters Score -3989690 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3990804.750000 Penalty: 5107.754395
	Iteration 15F: 3 clusters Score -3990805 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3991950.000000 Penalty: 5107.754395
	Iteration 16Q: 3 clusters Score -3991950 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3992858.750000 Penalty: 5107.754395
	Iteration 17Q: 3 clusters Score -3992859 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3993509.250000 Penalty: 5107.754395
	Iteration 18Q: 3 clusters Score -3993509 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3993935.500000 Penalty: 5107.754395
	Iteration 19Q: 3 clusters Score -3993936 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3994156.000000 Penalty: 5107.754395
	Iteration 20F: 3 clusters Score -3994156 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3994279.750000 Penalty: 5107.754395
	Iteration 21Q: 3 clusters Score -3994280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3994339.000000 Penalty: 5107.754395
	Iteration 22Q: 3 clusters Score -3994339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3994368.000000 Penalty: 5107.754395
	Iteration 23Q: 3 clusters Score -3994368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3994384.500000 Penalty: 5107.754395
	Iteration 24Q: 3 clusters Score -3994384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3994409.750000 Penalty: 5107.754395
	Iteration 25Q: 3 clusters Score -3994410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3994423.500000 Penalty: 5107.754395
	Iteration 26Q: 3 clusters Score -3994424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3994437.500000 Penalty: 5107.754395
	Iteration 27Q: 3 clusters Score -3994438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3994447.250000 Penalty: 5107.754395
	Iteration 28Q: 3 clusters Score -3994447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3994449.000000 Penalty: 5107.754395
	Iteration 29Q: 3 clusters Score -3994449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3994453.250000 Penalty: 5107.754395
	Iteration 30Q: 3 clusters Score -3994453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3994451.750000 Penalty: 5107.754395
	Iteration 31Q: 3 clusters Score -3994452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3994457.250000 Penalty: 5107.754395
	Iteration 32Q: 3 clusters Score -3994457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3994458.500000 Penalty: 5107.754395
	Iteration 33Q: 3 clusters Score -3994458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3994464.250000 Penalty: 5107.754395
	Iteration 34Q: 3 clusters Score -3994464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3994469.500000 Penalty: 5107.754395
	Iteration 35Q: 3 clusters Score -3994470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3994476.750000 Penalty: 5107.754395
	Iteration 36Q: 3 clusters Score -3994477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3994478.500000 Penalty: 5107.754395
	Iteration 37Q: 3 clusters Score -3994478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3994483.250000 Penalty: 5107.754395
	Iteration 38Q: 3 clusters Score -3994483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3994485.000000 Penalty: 5107.754395
	Iteration 39Q: 3 clusters Score -3994485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3994485.750000 Penalty: 5107.754395
	Iteration 40F: 3 clusters Score -3994486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3994487.500000 Penalty: 5107.754395
	Iteration 41Q: 3 clusters Score -3994488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3994487.500000 Penalty: 5107.754395
	Iteration 42F: 3 clusters Score -3994488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Entering Unmasked Estep 
Score: -7288919.000000 Penalty: 2705.122803
	Iteration 0F: 2 clusters Score -7288919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -7252103.000000 Penalty: 5410.245605
	Iteration 0F: 3 clusters Score -7252103 nChanged 25406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -7266263.000000 Penalty: 5410.245605
	Iteration 1F: 3 clusters Score -7266263 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -7266846.500000 Penalty: 5410.245605
	Iteration 2Q: 3 clusters Score -7266846 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -7267493.500000 Penalty: 5410.245605
	Iteration 3Q: 3 clusters Score -7267494 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -7268316.500000 Penalty: 5410.245605
	Iteration 4Q: 3 clusters Score -7268316 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -7269706.500000 Penalty: 5410.245605
	Iteration 5F: 3 clusters Score -7269706 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -7271797.500000 Penalty: 5410.245605
	Iteration 6F: 3 clusters Score -7271798 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -7274919.000000 Penalty: 5410.245605
	Iteration 7F: 3 clusters Score -7274919 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -7278865.500000 Penalty: 5410.245605
	Iteration 8F: 3 clusters Score -7278866 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -7282196.000000 Penalty: 5410.245605
	Iteration 9F: 3 clusters Score -7282196 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -7284425.500000 Penalty: 5410.245605
	Iteration 10Q: 3 clusters Score -7284426 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -7285510.500000 Penalty: 5410.245605
	Iteration 11Q: 3 clusters Score -7285510 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -7286036.500000 Penalty: 5410.245605
	Iteration 12Q: 3 clusters Score -7286036 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -7286309.500000 Penalty: 5410.245605
	Iteration 13Q: 3 clusters Score -7286310 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -7286419.500000 Penalty: 5410.245605
	Iteration 14Q: 3 clusters Score -7286420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -7286502.500000 Penalty: 5410.245605
	Iteration 15Q: 3 clusters Score -7286502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -7286540.500000 Penalty: 5410.245605
	Iteration 16Q: 3 clusters Score -7286540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -7286566.000000 Penalty: 5410.245605
	Iteration 17Q: 3 clusters Score -7286566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -7286586.000000 Penalty: 5410.245605
	Iteration 18Q: 3 clusters Score -7286586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -7286602.500000 Penalty: 5410.245605
	Iteration 19Q: 3 clusters Score -7286602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7286616.500000 Penalty: 5410.245605
	Iteration 20F: 3 clusters Score -7286616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -7286629.000000 Penalty: 5410.245605
	Iteration 21Q: 3 clusters Score -7286629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -7286632.500000 Penalty: 5410.245605
	Iteration 22Q: 3 clusters Score -7286632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -7286630.500000 Penalty: 5410.245605
	Iteration 23Q: 3 clusters Score -7286630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -7286631.000000 Penalty: 5410.245605
	Iteration 24Q: 3 clusters Score -7286631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -7286638.000000 Penalty: 5410.245605
	Iteration 25Q: 3 clusters Score -7286638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -7286649.000000 Penalty: 5410.245605
	Iteration 26Q: 3 clusters Score -7286649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -7286654.000000 Penalty: 5410.245605
	Iteration 27Q: 3 clusters Score -7286654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -7286658.500000 Penalty: 5410.245605
	Iteration 28Q: 3 clusters Score -7286658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -7286655.000000 Penalty: 5410.245605
	Iteration 29Q: 3 clusters Score -7286655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -7286654.000000 Penalty: 5410.245605
	Iteration 30Q: 3 clusters Score -7286654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -7286663.000000 Penalty: 5410.245605
	Iteration 31Q: 3 clusters Score -7286663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -7286659.500000 Penalty: 5410.245605
	Iteration 32Q: 3 clusters Score -7286660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -7286659.500000 Penalty: 5410.245605
	Iteration 33Q: 3 clusters Score -7286660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -7286669.500000 Penalty: 5410.245605
	Iteration 34Q: 3 clusters Score -7286670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7286673.500000 Penalty: 5410.245605
	Iteration 35Q: 3 clusters Score -7286674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -7286681.000000 Penalty: 5410.245605
	Iteration 36Q: 3 clusters Score -7286681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -7286679.000000 Penalty: 5410.245605
	Iteration 37Q: 3 clusters Score -7286679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -7286678.000000 Penalty: 5410.245605
	Iteration 38Q: 3 clusters Score -7286678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -7286679.500000 Penalty: 5410.245605
	Iteration 39Q: 3 clusters Score -7286680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -7286677.000000 Penalty: 5410.245605
	Iteration 40F: 3 clusters Score -7286677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -7286678.000000 Penalty: 5410.245605
	Iteration 41Q: 3 clusters Score -7286678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -7286681.500000 Penalty: 5410.245605
	Iteration 42Q: 3 clusters Score -7286682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -7286681.500000 Penalty: 5410.245605
	Iteration 43F: 3 clusters Score -7286682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26907.894531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -26907.89 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 153 members 
Entering Unmasked Estep 
Score: -25715.896484 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -25715.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25823.533203 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -25823.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25847.927734 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -25847.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25870.337891 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -25870.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25886.931641 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -25886.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25913.119141 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -25913.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25933.603516 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -25933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25935.505859 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -25935.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25937.765625 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -25937.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25941.068359 Penalty: 2805.372070
	Iteration 9Q: 3 clusters Score -25941.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25943.330078 Penalty: 2805.372070
	Iteration 10Q: 3 clusters Score -25943.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25943.330078 Penalty: 2805.372070
	Iteration 11F: 3 clusters Score -25943.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158711 members 
Entering Unmasked Estep 
Score: -21102996.000000 Penalty: 2969.760254
	Iteration 0F: 2 clusters Score -2.1103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79435 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -20997670.000000 Penalty: 5939.520508
	Iteration 0F: 3 clusters Score -2.099767e+07 nChanged 76055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -21042088.000000 Penalty: 5939.520508
	Iteration 1F: 3 clusters Score -2.104209e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -21043732.000000 Penalty: 5939.520508
	Iteration 2Q: 3 clusters Score -2.104373e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -21046270.000000 Penalty: 5939.520508
	Iteration 3Q: 3 clusters Score -2.104627e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -21050582.000000 Penalty: 5939.520508
	Iteration 4Q: 3 clusters Score -2.105058e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -21056914.000000 Penalty: 5939.520508
	Iteration 5F: 3 clusters Score -2.105691e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89226 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -21064700.000000 Penalty: 5939.520508
	Iteration 6F: 3 clusters Score -2.10647e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -21072778.000000 Penalty: 5939.520508
	Iteration 7F: 3 clusters Score -2.107278e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -21079530.000000 Penalty: 5939.520508
	Iteration 8F: 3 clusters Score -2.107953e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -21083672.000000 Penalty: 5939.520508
	Iteration 9Q: 3 clusters Score -2.108367e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106982 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -21086400.000000 Penalty: 5939.520508
	Iteration 10Q: 3 clusters Score -2.10864e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110595 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -21088118.000000 Penalty: 5939.520508
	Iteration 11Q: 3 clusters Score -2.108812e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113950 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -21089590.000000 Penalty: 5939.520508
	Iteration 12Q: 3 clusters Score -2.108959e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -21090866.000000 Penalty: 5939.520508
	Iteration 13Q: 3 clusters Score -2.109087e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -21091976.000000 Penalty: 5939.520508
	Iteration 14Q: 3 clusters Score -2.109198e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123127 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -21093086.000000 Penalty: 5939.520508
	Iteration 15Q: 3 clusters Score -2.109309e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125976 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -21094046.000000 Penalty: 5939.520508
	Iteration 16Q: 3 clusters Score -2.109405e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128759 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -21095090.000000 Penalty: 5939.520508
	Iteration 17Q: 3 clusters Score -2.109509e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131332 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -21095922.000000 Penalty: 5939.520508
	Iteration 18Q: 3 clusters Score -2.109592e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133748 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -21096700.000000 Penalty: 5939.520508
	Iteration 19Q: 3 clusters Score -2.10967e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136010 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -21097530.000000 Penalty: 5939.520508
	Iteration 20F: 3 clusters Score -2.109753e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138037 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -21098296.000000 Penalty: 5939.520508
	Iteration 21Q: 3 clusters Score -2.10983e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139862 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -21098864.000000 Penalty: 5939.520508
	Iteration 22Q: 3 clusters Score -2.109886e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141492 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -21099390.000000 Penalty: 5939.520508
	Iteration 23Q: 3 clusters Score -2.109939e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -21099856.000000 Penalty: 5939.520508
	Iteration 24Q: 3 clusters Score -2.109986e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144294 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -21100294.000000 Penalty: 5939.520508
	Iteration 25Q: 3 clusters Score -2.110029e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145438 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -21100742.000000 Penalty: 5939.520508
	Iteration 26Q: 3 clusters Score -2.110074e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -21101024.000000 Penalty: 5939.520508
	Iteration 27Q: 3 clusters Score -2.110102e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -21101220.000000 Penalty: 5939.520508
	Iteration 28Q: 3 clusters Score -2.110122e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147810 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -21101436.000000 Penalty: 5939.520508
	Iteration 29Q: 3 clusters Score -2.110144e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148385 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -21101666.000000 Penalty: 5939.520508
	Iteration 30Q: 3 clusters Score -2.110167e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148916 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -21101784.000000 Penalty: 5939.520508
	Iteration 31Q: 3 clusters Score -2.110178e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149376 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -21101964.000000 Penalty: 5939.520508
	Iteration 32Q: 3 clusters Score -2.110196e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149798 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -21102010.000000 Penalty: 5939.520508
	Iteration 33Q: 3 clusters Score -2.110201e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150166 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -21102096.000000 Penalty: 5939.520508
	Iteration 34Q: 3 clusters Score -2.11021e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150492 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -21102142.000000 Penalty: 5939.520508
	Iteration 35Q: 3 clusters Score -2.110214e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150739 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -21102152.000000 Penalty: 5939.520508
	Iteration 36Q: 3 clusters Score -2.110215e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150947 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -21102160.000000 Penalty: 5939.520508
	Iteration 37Q: 3 clusters Score -2.110216e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151133 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -21102180.000000 Penalty: 5939.520508
	Iteration 38Q: 3 clusters Score -2.110218e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151305 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -21102170.000000 Penalty: 5939.520508
	Iteration 39Q: 3 clusters Score -2.110217e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151469 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -21102188.000000 Penalty: 5939.520508
	Iteration 40F: 3 clusters Score -2.110219e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -21102212.000000 Penalty: 5939.520508
	Iteration 41Q: 3 clusters Score -2.110221e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151750 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -21102238.000000 Penalty: 5939.520508
	Iteration 42Q: 3 clusters Score -2.110224e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151852 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -21102266.000000 Penalty: 5939.520508
	Iteration 43Q: 3 clusters Score -2.110227e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151930 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -21102256.000000 Penalty: 5939.520508
	Iteration 44Q: 3 clusters Score -2.110226e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151997 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -21102268.000000 Penalty: 5939.520508
	Iteration 45Q: 3 clusters Score -2.110227e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152074 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -21102280.000000 Penalty: 5939.520508
	Iteration 46Q: 3 clusters Score -2.110228e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152145 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -21102308.000000 Penalty: 5939.520508
	Iteration 47Q: 3 clusters Score -2.110231e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -21102324.000000 Penalty: 5939.520508
	Iteration 48Q: 3 clusters Score -2.110232e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152246 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -21102354.000000 Penalty: 5939.520508
	Iteration 49Q: 3 clusters Score -2.110235e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -21102336.000000 Penalty: 5939.520508
	Iteration 50Q: 3 clusters Score -2.110234e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152344 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -21102360.000000 Penalty: 5939.520508
	Iteration 51Q: 3 clusters Score -2.110236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152381 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -21102356.000000 Penalty: 5939.520508
	Iteration 52Q: 3 clusters Score -2.110236e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152430 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -21102354.000000 Penalty: 5939.520508
	Iteration 53Q: 3 clusters Score -2.110235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152471 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -21102374.000000 Penalty: 5939.520508
	Iteration 54Q: 3 clusters Score -2.110237e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152510 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -21102378.000000 Penalty: 5939.520508
	Iteration 55Q: 3 clusters Score -2.110238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152541 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -21102388.000000 Penalty: 5939.520508
	Iteration 56Q: 3 clusters Score -2.110239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152570 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -21102396.000000 Penalty: 5939.520508
	Iteration 57Q: 3 clusters Score -2.11024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -21102420.000000 Penalty: 5939.520508
	Iteration 58Q: 3 clusters Score -2.110242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152629 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -21102430.000000 Penalty: 5939.520508
	Iteration 59Q: 3 clusters Score -2.110243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -21102418.000000 Penalty: 5939.520508
	Iteration 60F: 3 clusters Score -2.110242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -21102424.000000 Penalty: 5939.520508
	Iteration 61Q: 3 clusters Score -2.110242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -21102446.000000 Penalty: 5939.520508
	Iteration 62Q: 3 clusters Score -2.110245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -21102444.000000 Penalty: 5939.520508
	Iteration 63Q: 3 clusters Score -2.110244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -21102468.000000 Penalty: 5939.520508
	Iteration 64Q: 3 clusters Score -2.110247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152752 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -21102466.000000 Penalty: 5939.520508
	Iteration 65Q: 3 clusters Score -2.110247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152767 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -21102474.000000 Penalty: 5939.520508
	Iteration 66Q: 3 clusters Score -2.110247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152788 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -21102470.000000 Penalty: 5939.520508
	Iteration 67Q: 3 clusters Score -2.110247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -21102460.000000 Penalty: 5939.520508
	Iteration 68Q: 3 clusters Score -2.110246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -21102470.000000 Penalty: 5939.520508
	Iteration 69Q: 3 clusters Score -2.110247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152829 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -21102454.000000 Penalty: 5939.520508
	Iteration 70Q: 3 clusters Score -2.110245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152841 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -21102484.000000 Penalty: 5939.520508
	Iteration 71Q: 3 clusters Score -2.110248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152859 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -21102480.000000 Penalty: 5939.520508
	Iteration 72Q: 3 clusters Score -2.110248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -21102480.000000 Penalty: 5939.520508
	Iteration 73Q: 3 clusters Score -2.110248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -21102486.000000 Penalty: 5939.520508
	Iteration 74Q: 3 clusters Score -2.110249e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152926 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -21102502.000000 Penalty: 5939.520508
	Iteration 75Q: 3 clusters Score -2.11025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152941 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -21102486.000000 Penalty: 5939.520508
	Iteration 76Q: 3 clusters Score -2.110249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -21102476.000000 Penalty: 5939.520508
	Iteration 77Q: 3 clusters Score -2.110248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -21102494.000000 Penalty: 5939.520508
	Iteration 78Q: 3 clusters Score -2.110249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -21102508.000000 Penalty: 5939.520508
	Iteration 79Q: 3 clusters Score -2.110251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -21102512.000000 Penalty: 5939.520508
	Iteration 80F: 3 clusters Score -2.110251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152978 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -21102510.000000 Penalty: 5939.520508
	Iteration 81Q: 3 clusters Score -2.110251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152982 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -21102508.000000 Penalty: 5939.520508
	Iteration 82Q: 3 clusters Score -2.110251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -21102506.000000 Penalty: 5939.520508
	Iteration 83Q: 3 clusters Score -2.110251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -21102494.000000 Penalty: 5939.520508
	Iteration 84Q: 3 clusters Score -2.110249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -21102494.000000 Penalty: 5939.520508
	Iteration 85F: 3 clusters Score -2.110249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Entering Unmasked Estep 
Score: -2696358.750000 Penalty: 2456.263184
	Iteration 0F: 2 clusters Score -2696359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2682338.750000 Penalty: 4912.526367
	Iteration 0F: 3 clusters Score -2682339 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2687057.250000 Penalty: 4912.526367
	Iteration 1F: 3 clusters Score -2687057 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2687607.750000 Penalty: 4912.526367
	Iteration 2F: 3 clusters Score -2687608 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2688177.500000 Penalty: 4912.526367
	Iteration 3F: 3 clusters Score -2688178 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2688895.250000 Penalty: 4912.526367
	Iteration 4F: 3 clusters Score -2688895 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2689748.250000 Penalty: 4912.526367
	Iteration 5F: 3 clusters Score -2689748 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2690847.250000 Penalty: 4912.526367
	Iteration 6F: 3 clusters Score -2690847 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2692247.750000 Penalty: 4912.526367
	Iteration 7F: 3 clusters Score -2692248 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2693626.750000 Penalty: 4912.526367
	Iteration 8F: 3 clusters Score -2693627 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2694607.000000 Penalty: 4912.526367
	Iteration 9Q: 3 clusters Score -2694607 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2695179.000000 Penalty: 4912.526367
	Iteration 10Q: 3 clusters Score -2695179 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2695442.750000 Penalty: 4912.526367
	Iteration 11Q: 3 clusters Score -2695443 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2695575.000000 Penalty: 4912.526367
	Iteration 12Q: 3 clusters Score -2695575 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2695660.500000 Penalty: 4912.526367
	Iteration 13Q: 3 clusters Score -2695660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2695698.250000 Penalty: 4912.526367
	Iteration 14Q: 3 clusters Score -2695698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2695717.750000 Penalty: 4912.526367
	Iteration 15Q: 3 clusters Score -2695718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2695725.000000 Penalty: 4912.526367
	Iteration 16Q: 3 clusters Score -2695725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2695729.750000 Penalty: 4912.526367
	Iteration 17Q: 3 clusters Score -2695730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2695735.750000 Penalty: 4912.526367
	Iteration 18Q: 3 clusters Score -2695736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2695735.500000 Penalty: 4912.526367
	Iteration 19Q: 3 clusters Score -2695736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2695740.500000 Penalty: 4912.526367
	Iteration 20F: 3 clusters Score -2695740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2695740.500000 Penalty: 4912.526367
	Iteration 21Q: 3 clusters Score -2695740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2695740.500000 Penalty: 4912.526367
	Iteration 22Q: 3 clusters Score -2695740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2695740.500000 Penalty: 4912.526367
	Iteration 23F: 3 clusters Score -2695740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Entering Unmasked Estep 
Score: -3832600.250000 Penalty: 2543.908203
	Iteration 0F: 2 clusters Score -3832600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3813039.750000 Penalty: 5087.816406
	Iteration 0F: 3 clusters Score -3813040 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3819843.000000 Penalty: 5087.816406
	Iteration 1F: 3 clusters Score -3819843 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3820278.500000 Penalty: 5087.816406
	Iteration 2Q: 3 clusters Score -3820278 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3820686.500000 Penalty: 5087.816406
	Iteration 3Q: 3 clusters Score -3820686 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3821092.500000 Penalty: 5087.816406
	Iteration 4Q: 3 clusters Score -3821092 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3821494.750000 Penalty: 5087.816406
	Iteration 5Q: 3 clusters Score -3821495 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3821955.250000 Penalty: 5087.816406
	Iteration 6Q: 3 clusters Score -3821955 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3822513.500000 Penalty: 5087.816406
	Iteration 7Q: 3 clusters Score -3822514 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3823244.500000 Penalty: 5087.816406
	Iteration 8Q: 3 clusters Score -3823244 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3824128.000000 Penalty: 5087.816406
	Iteration 9F: 3 clusters Score -3824128 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3825228.750000 Penalty: 5087.816406
	Iteration 10F: 3 clusters Score -3825229 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3826390.000000 Penalty: 5087.816406
	Iteration 11F: 3 clusters Score -3826390 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3827408.250000 Penalty: 5087.816406
	Iteration 12F: 3 clusters Score -3827408 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3828182.750000 Penalty: 5087.816406
	Iteration 13Q: 3 clusters Score -3828183 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3828731.250000 Penalty: 5087.816406
	Iteration 14Q: 3 clusters Score -3828731 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3829137.250000 Penalty: 5087.816406
	Iteration 15Q: 3 clusters Score -3829137 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3829527.000000 Penalty: 5087.816406
	Iteration 16Q: 3 clusters Score -3829527 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3829842.500000 Penalty: 5087.816406
	Iteration 17Q: 3 clusters Score -3829842 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3830100.500000 Penalty: 5087.816406
	Iteration 18Q: 3 clusters Score -3830100 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3830358.500000 Penalty: 5087.816406
	Iteration 19Q: 3 clusters Score -3830358 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3830608.750000 Penalty: 5087.816406
	Iteration 20F: 3 clusters Score -3830609 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3830857.000000 Penalty: 5087.816406
	Iteration 21Q: 3 clusters Score -3830857 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3831087.750000 Penalty: 5087.816406
	Iteration 22Q: 3 clusters Score -3831088 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3831297.500000 Penalty: 5087.816406
	Iteration 23Q: 3 clusters Score -3831298 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3831516.750000 Penalty: 5087.816406
	Iteration 24Q: 3 clusters Score -3831517 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3831704.500000 Penalty: 5087.816406
	Iteration 25Q: 3 clusters Score -3831704 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3831822.500000 Penalty: 5087.816406
	Iteration 26Q: 3 clusters Score -3831822 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3831920.250000 Penalty: 5087.816406
	Iteration 27Q: 3 clusters Score -3831920 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3831979.750000 Penalty: 5087.816406
	Iteration 28Q: 3 clusters Score -3831980 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3832039.500000 Penalty: 5087.816406
	Iteration 29Q: 3 clusters Score -3832040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3832104.750000 Penalty: 5087.816406
	Iteration 30Q: 3 clusters Score -3832105 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3832155.250000 Penalty: 5087.816406
	Iteration 31Q: 3 clusters Score -3832155 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3832185.500000 Penalty: 5087.816406
	Iteration 32Q: 3 clusters Score -3832186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3832202.250000 Penalty: 5087.816406
	Iteration 33Q: 3 clusters Score -3832202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3832214.500000 Penalty: 5087.816406
	Iteration 34Q: 3 clusters Score -3832214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3832229.250000 Penalty: 5087.816406
	Iteration 35Q: 3 clusters Score -3832229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3832241.750000 Penalty: 5087.816406
	Iteration 36Q: 3 clusters Score -3832242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3832247.250000 Penalty: 5087.816406
	Iteration 37Q: 3 clusters Score -3832247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3832264.500000 Penalty: 5087.816406
	Iteration 38Q: 3 clusters Score -3832264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3832262.750000 Penalty: 5087.816406
	Iteration 39Q: 3 clusters Score -3832263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3832268.250000 Penalty: 5087.816406
	Iteration 40F: 3 clusters Score -3832268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3832272.000000 Penalty: 5087.816406
	Iteration 41Q: 3 clusters Score -3832272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3832275.750000 Penalty: 5087.816406
	Iteration 42Q: 3 clusters Score -3832276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3832275.000000 Penalty: 5087.816406
	Iteration 43Q: 3 clusters Score -3832275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3832275.500000 Penalty: 5087.816406
	Iteration 44Q: 3 clusters Score -3832276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3832275.500000 Penalty: 5087.816406
	Iteration 45Q: 3 clusters Score -3832276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3832276.750000 Penalty: 5087.816406
	Iteration 46Q: 3 clusters Score -3832277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3832282.250000 Penalty: 5087.816406
	Iteration 47Q: 3 clusters Score -3832282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3832280.750000 Penalty: 5087.816406
	Iteration 48Q: 3 clusters Score -3832281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3832281.500000 Penalty: 5087.816406
	Iteration 49Q: 3 clusters Score -3832282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3832280.750000 Penalty: 5087.816406
	Iteration 50Q: 3 clusters Score -3832281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3832280.500000 Penalty: 5087.816406
	Iteration 51Q: 3 clusters Score -3832280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3832280.500000 Penalty: 5087.816406
	Iteration 52F: 3 clusters Score -3832280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78927.460938 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78927.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77249.554688 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77249.55 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77607.109375 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77607.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -77893.742188 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77893.74 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78103.000000 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78372.226562 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -78372.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78697.507812 Penalty: 3272.184082
	Iteration 5F: 3 clusters Score -78697.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79038.867188 Penalty: 3272.184082
	Iteration 6F: 3 clusters Score -79038.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79242.570312 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -79242.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79328.328125 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -79328.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79361.359375 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -79361.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79379.023438 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -79379.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79380.546875 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -79380.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79382.125000 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -79382.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79382.125000 Penalty: 3272.184082
	Iteration 13F: 3 clusters Score -79382.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182894 members 
Mstep: Class 3 contains 84368 members 
Mstep: Class 4 contains 221625 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 17 contains 54598 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158711 members 
Mstep: Class 20 contains 20016 members 
Mstep: Class 21 contains 28501 members 
Mstep: Class 22 contains 422 members 
Mstep: Class 23 contains 8197 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38585 members 
Mstep: Class 31 contains 311 members 
Entering Unmasked Estep 
Score: -133248600.000000 Penalty: 106424.484375
Splitting cluster 22 changes total score from -133249848.000000 to -133248600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Entering Unmasked Estep 
Score: -1034632.500000 Penalty: 2234.857666
	Iteration 0F: 2 clusters Score -1034632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1028085.937500 Penalty: 4469.715332
	Iteration 0F: 3 clusters Score -1028086 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1029869.750000 Penalty: 4469.715332
	Iteration 1F: 3 clusters Score -1029870 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1030202.625000 Penalty: 4469.715332
	Iteration 2F: 3 clusters Score -1030203 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1030436.625000 Penalty: 4469.715332
	Iteration 3F: 3 clusters Score -1030437 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1030634.312500 Penalty: 4469.715332
	Iteration 4Q: 3 clusters Score -1030634 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1030825.562500 Penalty: 4469.715332
	Iteration 5Q: 3 clusters Score -1030826 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1031040.125000 Penalty: 4469.715332
	Iteration 6Q: 3 clusters Score -1031040 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1031279.625000 Penalty: 4469.715332
	Iteration 7Q: 3 clusters Score -1031280 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1031537.125000 Penalty: 4469.715332
	Iteration 8Q: 3 clusters Score -1031537 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1031767.750000 Penalty: 4469.715332
	Iteration 9Q: 3 clusters Score -1031768 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1031971.125000 Penalty: 4469.715332
	Iteration 10Q: 3 clusters Score -1031971 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1032120.937500 Penalty: 4469.715332
	Iteration 11Q: 3 clusters Score -1032121 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1032238.937500 Penalty: 4469.715332
	Iteration 12Q: 3 clusters Score -1032239 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1032327.812500 Penalty: 4469.715332
	Iteration 13Q: 3 clusters Score -1032328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1032408.000000 Penalty: 4469.715332
	Iteration 14Q: 3 clusters Score -1032408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1032462.250000 Penalty: 4469.715332
	Iteration 15Q: 3 clusters Score -1032462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1032500.125000 Penalty: 4469.715332
	Iteration 16Q: 3 clusters Score -1032500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1032534.375000 Penalty: 4469.715332
	Iteration 17Q: 3 clusters Score -1032534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1032561.812500 Penalty: 4469.715332
	Iteration 18Q: 3 clusters Score -1032562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1032580.250000 Penalty: 4469.715332
	Iteration 19Q: 3 clusters Score -1032580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1032592.125000 Penalty: 4469.715332
	Iteration 20F: 3 clusters Score -1032592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1032611.187500 Penalty: 4469.715332
	Iteration 21Q: 3 clusters Score -1032611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1032624.500000 Penalty: 4469.715332
	Iteration 22Q: 3 clusters Score -1032624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1032637.812500 Penalty: 4469.715332
	Iteration 23Q: 3 clusters Score -1032638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1032653.500000 Penalty: 4469.715332
	Iteration 24Q: 3 clusters Score -1032654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1032674.687500 Penalty: 4469.715332
	Iteration 25Q: 3 clusters Score -1032675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1032689.062500 Penalty: 4469.715332
	Iteration 26Q: 3 clusters Score -1032689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1032693.750000 Penalty: 4469.715332
	Iteration 27Q: 3 clusters Score -1032694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1032700.875000 Penalty: 4469.715332
	Iteration 28Q: 3 clusters Score -1032701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1032703.937500 Penalty: 4469.715332
	Iteration 29Q: 3 clusters Score -1032704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1032703.750000 Penalty: 4469.715332
	Iteration 30Q: 3 clusters Score -1032704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1032704.125000 Penalty: 4469.715332
	Iteration 31Q: 3 clusters Score -1032704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1032705.375000 Penalty: 4469.715332
	Iteration 32Q: 3 clusters Score -1032705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1032708.000000 Penalty: 4469.715332
	Iteration 33Q: 3 clusters Score -1032708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1032708.000000 Penalty: 4469.715332
	Iteration 34F: 3 clusters Score -1032708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Entering Unmasked Estep 
Score: -689435.375000 Penalty: 2134.816406
	Iteration 0F: 2 clusters Score -689435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -684602.125000 Penalty: 4269.632812
	Iteration 0F: 3 clusters Score -684602.1 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -685735.562500 Penalty: 4269.632812
	Iteration 1F: 3 clusters Score -685735.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -685931.000000 Penalty: 4269.632812
	Iteration 2F: 3 clusters Score -685931 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -686047.062500 Penalty: 4269.632812
	Iteration 3Q: 3 clusters Score -686047.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -686135.500000 Penalty: 4269.632812
	Iteration 4Q: 3 clusters Score -686135.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -686209.312500 Penalty: 4269.632812
	Iteration 5Q: 3 clusters Score -686209.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -686263.187500 Penalty: 4269.632812
	Iteration 6Q: 3 clusters Score -686263.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -686311.937500 Penalty: 4269.632812
	Iteration 7Q: 3 clusters Score -686311.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -686360.062500 Penalty: 4269.632812
	Iteration 8Q: 3 clusters Score -686360.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -686426.937500 Penalty: 4269.632812
	Iteration 9Q: 3 clusters Score -686426.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -686509.062500 Penalty: 4269.632812
	Iteration 10Q: 3 clusters Score -686509.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -686601.062500 Penalty: 4269.632812
	Iteration 11Q: 3 clusters Score -686601.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -686716.375000 Penalty: 4269.632812
	Iteration 12Q: 3 clusters Score -686716.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -686839.437500 Penalty: 4269.632812
	Iteration 13Q: 3 clusters Score -686839.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -686997.250000 Penalty: 4269.632812
	Iteration 14Q: 3 clusters Score -686997.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -687206.625000 Penalty: 4269.632812
	Iteration 15Q: 3 clusters Score -687206.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -687411.812500 Penalty: 4269.632812
	Iteration 16Q: 3 clusters Score -687411.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -687567.187500 Penalty: 4269.632812
	Iteration 17Q: 3 clusters Score -687567.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -687698.750000 Penalty: 4269.632812
	Iteration 18Q: 3 clusters Score -687698.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -687805.562500 Penalty: 4269.632812
	Iteration 19Q: 3 clusters Score -687805.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -687890.375000 Penalty: 4269.632812
	Iteration 20F: 3 clusters Score -687890.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -688008.187500 Penalty: 4269.632812
	Iteration 21Q: 3 clusters Score -688008.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -688137.562500 Penalty: 4269.632812
	Iteration 22Q: 3 clusters Score -688137.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -688251.437500 Penalty: 4269.632812
	Iteration 23Q: 3 clusters Score -688251.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -688320.250000 Penalty: 4269.632812
	Iteration 24Q: 3 clusters Score -688320.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -688359.750000 Penalty: 4269.632812
	Iteration 25Q: 3 clusters Score -688359.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -688384.875000 Penalty: 4269.632812
	Iteration 26Q: 3 clusters Score -688384.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -688396.187500 Penalty: 4269.632812
	Iteration 27Q: 3 clusters Score -688396.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -688404.187500 Penalty: 4269.632812
	Iteration 28Q: 3 clusters Score -688404.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -688406.750000 Penalty: 4269.632812
	Iteration 29Q: 3 clusters Score -688406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -688407.062500 Penalty: 4269.632812
	Iteration 30Q: 3 clusters Score -688407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -688410.500000 Penalty: 4269.632812
	Iteration 31Q: 3 clusters Score -688410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -688411.125000 Penalty: 4269.632812
	Iteration 32Q: 3 clusters Score -688411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -688411.875000 Penalty: 4269.632812
	Iteration 33Q: 3 clusters Score -688411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -688412.437500 Penalty: 4269.632812
	Iteration 34Q: 3 clusters Score -688412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -688413.000000 Penalty: 4269.632812
	Iteration 35Q: 3 clusters Score -688413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -688414.875000 Penalty: 4269.632812
	Iteration 36Q: 3 clusters Score -688414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -688413.125000 Penalty: 4269.632812
	Iteration 37Q: 3 clusters Score -688413.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -688413.125000 Penalty: 4269.632812
	Iteration 38F: 3 clusters Score -688413.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1753098.500000 Penalty: 2354.478271
	Iteration 0F: 2 clusters Score -1753098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1743336.500000 Penalty: 4708.956543
	Iteration 0F: 3 clusters Score -1743336 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1746274.875000 Penalty: 4708.956543
	Iteration 1F: 3 clusters Score -1746275 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1746611.500000 Penalty: 4708.956543
	Iteration 2F: 3 clusters Score -1746612 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1746894.000000 Penalty: 4708.956543
	Iteration 3Q: 3 clusters Score -1746894 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1747132.875000 Penalty: 4708.956543
	Iteration 4Q: 3 clusters Score -1747133 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1747343.375000 Penalty: 4708.956543
	Iteration 5Q: 3 clusters Score -1747343 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1747553.000000 Penalty: 4708.956543
	Iteration 6Q: 3 clusters Score -1747553 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1747755.750000 Penalty: 4708.956543
	Iteration 7Q: 3 clusters Score -1747756 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1747941.625000 Penalty: 4708.956543
	Iteration 8Q: 3 clusters Score -1747942 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1748141.500000 Penalty: 4708.956543
	Iteration 9Q: 3 clusters Score -1748142 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1748353.375000 Penalty: 4708.956543
	Iteration 10Q: 3 clusters Score -1748353 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1748562.625000 Penalty: 4708.956543
	Iteration 11Q: 3 clusters Score -1748563 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1748799.875000 Penalty: 4708.956543
	Iteration 12Q: 3 clusters Score -1748800 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1749069.000000 Penalty: 4708.956543
	Iteration 13Q: 3 clusters Score -1749069 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1749296.375000 Penalty: 4708.956543
	Iteration 14Q: 3 clusters Score -1749296 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1749462.375000 Penalty: 4708.956543
	Iteration 15Q: 3 clusters Score -1749462 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1749570.875000 Penalty: 4708.956543
	Iteration 16Q: 3 clusters Score -1749571 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1749645.000000 Penalty: 4708.956543
	Iteration 17Q: 3 clusters Score -1749645 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1749686.250000 Penalty: 4708.956543
	Iteration 18Q: 3 clusters Score -1749686 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1749716.875000 Penalty: 4708.956543
	Iteration 19Q: 3 clusters Score -1749717 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1749741.250000 Penalty: 4708.956543
	Iteration 20F: 3 clusters Score -1749741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1749745.625000 Penalty: 4708.956543
	Iteration 21Q: 3 clusters Score -1749746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1749747.750000 Penalty: 4708.956543
	Iteration 22Q: 3 clusters Score -1749748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1749764.375000 Penalty: 4708.956543
	Iteration 23Q: 3 clusters Score -1749764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1749774.500000 Penalty: 4708.956543
	Iteration 24Q: 3 clusters Score -1749774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1749783.750000 Penalty: 4708.956543
	Iteration 25Q: 3 clusters Score -1749784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1749788.875000 Penalty: 4708.956543
	Iteration 26Q: 3 clusters Score -1749789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1749797.250000 Penalty: 4708.956543
	Iteration 27Q: 3 clusters Score -1749797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1749798.000000 Penalty: 4708.956543
	Iteration 28Q: 3 clusters Score -1749798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1749804.625000 Penalty: 4708.956543
	Iteration 29Q: 3 clusters Score -1749805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1749809.125000 Penalty: 4708.956543
	Iteration 30Q: 3 clusters Score -1749809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1749815.000000 Penalty: 4708.956543
	Iteration 31Q: 3 clusters Score -1749815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1749816.375000 Penalty: 4708.956543
	Iteration 32Q: 3 clusters Score -1749816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1749815.125000 Penalty: 4708.956543
	Iteration 33Q: 3 clusters Score -1749815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1749825.125000 Penalty: 4708.956543
	Iteration 34Q: 3 clusters Score -1749825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1749820.625000 Penalty: 4708.956543
	Iteration 35Q: 3 clusters Score -1749821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1749823.625000 Penalty: 4708.956543
	Iteration 36Q: 3 clusters Score -1749824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1749825.125000 Penalty: 4708.956543
	Iteration 37Q: 3 clusters Score -1749825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1749831.750000 Penalty: 4708.956543
	Iteration 38Q: 3 clusters Score -1749832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1749833.375000 Penalty: 4708.956543
	Iteration 39Q: 3 clusters Score -1749833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1749838.000000 Penalty: 4708.956543
	Iteration 40F: 3 clusters Score -1749838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1749834.250000 Penalty: 4708.956543
	Iteration 41Q: 3 clusters Score -1749834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1749838.375000 Penalty: 4708.956543
	Iteration 42Q: 3 clusters Score -1749838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1749841.375000 Penalty: 4708.956543
	Iteration 43Q: 3 clusters Score -1749841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1749847.500000 Penalty: 4708.956543
	Iteration 44Q: 3 clusters Score -1749848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1749844.375000 Penalty: 4708.956543
	Iteration 45Q: 3 clusters Score -1749844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1749846.125000 Penalty: 4708.956543
	Iteration 46Q: 3 clusters Score -1749846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1749852.875000 Penalty: 4708.956543
	Iteration 47Q: 3 clusters Score -1749853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1749856.250000 Penalty: 4708.956543
	Iteration 48Q: 3 clusters Score -1749856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1749849.750000 Penalty: 4708.956543
	Iteration 49Q: 3 clusters Score -1749850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1749853.125000 Penalty: 4708.956543
	Iteration 50Q: 3 clusters Score -1749853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1749854.625000 Penalty: 4708.956543
	Iteration 51Q: 3 clusters Score -1749855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1749857.750000 Penalty: 4708.956543
	Iteration 52Q: 3 clusters Score -1749858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1749857.750000 Penalty: 4708.956543
	Iteration 53Q: 3 clusters Score -1749858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1749859.625000 Penalty: 4708.956543
	Iteration 54Q: 3 clusters Score -1749860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1749857.375000 Penalty: 4708.956543
	Iteration 55Q: 3 clusters Score -1749857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1749855.000000 Penalty: 4708.956543
	Iteration 56Q: 3 clusters Score -1749855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1749855.250000 Penalty: 4708.956543
	Iteration 57Q: 3 clusters Score -1749855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1749855.000000 Penalty: 4708.956543
	Iteration 58Q: 3 clusters Score -1749855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1749858.625000 Penalty: 4708.956543
	Iteration 59Q: 3 clusters Score -1749859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1749855.625000 Penalty: 4708.956543
	Iteration 60F: 3 clusters Score -1749856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1749855.875000 Penalty: 4708.956543
	Iteration 61Q: 3 clusters Score -1749856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1749854.125000 Penalty: 4708.956543
	Iteration 62Q: 3 clusters Score -1749854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1749854.125000 Penalty: 4708.956543
	Iteration 63F: 3 clusters Score -1749854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -282151.781250 Penalty: 1903.765503
	Iteration 0F: 2 clusters Score -282151.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -279416.062500 Penalty: 3807.531006
	Iteration 0F: 3 clusters Score -279416.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -279917.125000 Penalty: 3807.531006
	Iteration 1F: 3 clusters Score -279917.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -280035.031250 Penalty: 3807.531006
	Iteration 2F: 3 clusters Score -280035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -280097.687500 Penalty: 3807.531006
	Iteration 3Q: 3 clusters Score -280097.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -280150.437500 Penalty: 3807.531006
	Iteration 4Q: 3 clusters Score -280150.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -280181.593750 Penalty: 3807.531006
	Iteration 5Q: 3 clusters Score -280181.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -280211.812500 Penalty: 3807.531006
	Iteration 6Q: 3 clusters Score -280211.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -280234.468750 Penalty: 3807.531006
	Iteration 7Q: 3 clusters Score -280234.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -280252.656250 Penalty: 3807.531006
	Iteration 8Q: 3 clusters Score -280252.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -280268.562500 Penalty: 3807.531006
	Iteration 9Q: 3 clusters Score -280268.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -280283.343750 Penalty: 3807.531006
	Iteration 10Q: 3 clusters Score -280283.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -280298.531250 Penalty: 3807.531006
	Iteration 11Q: 3 clusters Score -280298.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -280314.968750 Penalty: 3807.531006
	Iteration 12Q: 3 clusters Score -280315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -280327.000000 Penalty: 3807.531006
	Iteration 13Q: 3 clusters Score -280327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -280333.500000 Penalty: 3807.531006
	Iteration 14Q: 3 clusters Score -280333.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -280340.781250 Penalty: 3807.531006
	Iteration 15Q: 3 clusters Score -280340.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -280344.625000 Penalty: 3807.531006
	Iteration 16Q: 3 clusters Score -280344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -280346.875000 Penalty: 3807.531006
	Iteration 17Q: 3 clusters Score -280346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -280347.000000 Penalty: 3807.531006
	Iteration 18Q: 3 clusters Score -280347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -280348.312500 Penalty: 3807.531006
	Iteration 19Q: 3 clusters Score -280348.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -280349.781250 Penalty: 3807.531006
	Iteration 20F: 3 clusters Score -280349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -280350.000000 Penalty: 3807.531006
	Iteration 21Q: 3 clusters Score -280350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -280350.625000 Penalty: 3807.531006
	Iteration 22Q: 3 clusters Score -280350.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -280350.625000 Penalty: 3807.531006
	Iteration 23F: 3 clusters Score -280350.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Entering Unmasked Estep 
Score: -7446976.000000 Penalty: 2714.368896
	Iteration 0F: 2 clusters Score -7446976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -7408692.000000 Penalty: 5428.737793
	Iteration 0F: 3 clusters Score -7408692 nChanged 26557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -7423501.000000 Penalty: 5428.737793
	Iteration 1F: 3 clusters Score -7423501 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -7423949.000000 Penalty: 5428.737793
	Iteration 2Q: 3 clusters Score -7423949 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -7424403.000000 Penalty: 5428.737793
	Iteration 3Q: 3 clusters Score -7424403 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -7424928.500000 Penalty: 5428.737793
	Iteration 4Q: 3 clusters Score -7424928 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -7425619.000000 Penalty: 5428.737793
	Iteration 5Q: 3 clusters Score -7425619 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -7426440.500000 Penalty: 5428.737793
	Iteration 6Q: 3 clusters Score -7426440 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -7427652.000000 Penalty: 5428.737793
	Iteration 7Q: 3 clusters Score -7427652 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -7429389.500000 Penalty: 5428.737793
	Iteration 8F: 3 clusters Score -7429390 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -7431765.000000 Penalty: 5428.737793
	Iteration 9F: 3 clusters Score -7431765 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -7434649.000000 Penalty: 5428.737793
	Iteration 10F: 3 clusters Score -7434649 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -7437770.000000 Penalty: 5428.737793
	Iteration 11F: 3 clusters Score -7437770 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -7440808.500000 Penalty: 5428.737793
	Iteration 12F: 3 clusters Score -7440808 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -7442830.500000 Penalty: 5428.737793
	Iteration 13Q: 3 clusters Score -7442830 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -7443812.500000 Penalty: 5428.737793
	Iteration 14Q: 3 clusters Score -7443812 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -7444221.000000 Penalty: 5428.737793
	Iteration 15Q: 3 clusters Score -7444221 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -7444402.500000 Penalty: 5428.737793
	Iteration 16Q: 3 clusters Score -7444402 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -7444501.500000 Penalty: 5428.737793
	Iteration 17Q: 3 clusters Score -7444502 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7444588.000000 Penalty: 5428.737793
	Iteration 18Q: 3 clusters Score -7444588 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -7444642.000000 Penalty: 5428.737793
	Iteration 19Q: 3 clusters Score -7444642 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -7444689.500000 Penalty: 5428.737793
	Iteration 20F: 3 clusters Score -7444690 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7444730.500000 Penalty: 5428.737793
	Iteration 21Q: 3 clusters Score -7444730 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -7444767.000000 Penalty: 5428.737793
	Iteration 22Q: 3 clusters Score -7444767 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7444794.500000 Penalty: 5428.737793
	Iteration 23Q: 3 clusters Score -7444794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7444816.000000 Penalty: 5428.737793
	Iteration 24Q: 3 clusters Score -7444816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7444836.500000 Penalty: 5428.737793
	Iteration 25Q: 3 clusters Score -7444836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7444851.500000 Penalty: 5428.737793
	Iteration 26Q: 3 clusters Score -7444852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -7444845.500000 Penalty: 5428.737793
	Iteration 27Q: 3 clusters Score -7444846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7444845.000000 Penalty: 5428.737793
	Iteration 28Q: 3 clusters Score -7444845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7444866.000000 Penalty: 5428.737793
	Iteration 29Q: 3 clusters Score -7444866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7444869.000000 Penalty: 5428.737793
	Iteration 30Q: 3 clusters Score -7444869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7444885.000000 Penalty: 5428.737793
	Iteration 31Q: 3 clusters Score -7444885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7444887.500000 Penalty: 5428.737793
	Iteration 32Q: 3 clusters Score -7444888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7444889.000000 Penalty: 5428.737793
	Iteration 33Q: 3 clusters Score -7444889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7444894.000000 Penalty: 5428.737793
	Iteration 34Q: 3 clusters Score -7444894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7444893.500000 Penalty: 5428.737793
	Iteration 35Q: 3 clusters Score -7444894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7444891.500000 Penalty: 5428.737793
	Iteration 36Q: 3 clusters Score -7444892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7444898.000000 Penalty: 5428.737793
	Iteration 37Q: 3 clusters Score -7444898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7444913.000000 Penalty: 5428.737793
	Iteration 38Q: 3 clusters Score -7444913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -7444920.500000 Penalty: 5428.737793
	Iteration 39Q: 3 clusters Score -7444920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7444916.500000 Penalty: 5428.737793
	Iteration 40F: 3 clusters Score -7444916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7444918.000000 Penalty: 5428.737793
	Iteration 41Q: 3 clusters Score -7444918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7444923.000000 Penalty: 5428.737793
	Iteration 42Q: 3 clusters Score -7444923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7444922.000000 Penalty: 5428.737793
	Iteration 43Q: 3 clusters Score -7444922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7444930.500000 Penalty: 5428.737793
	Iteration 44Q: 3 clusters Score -7444930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7444933.000000 Penalty: 5428.737793
	Iteration 45Q: 3 clusters Score -7444933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7444932.500000 Penalty: 5428.737793
	Iteration 46Q: 3 clusters Score -7444932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7444933.500000 Penalty: 5428.737793
	Iteration 47Q: 3 clusters Score -7444934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7444936.000000 Penalty: 5428.737793
	Iteration 48Q: 3 clusters Score -7444936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7444930.500000 Penalty: 5428.737793
	Iteration 49Q: 3 clusters Score -7444930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7444929.000000 Penalty: 5428.737793
	Iteration 50Q: 3 clusters Score -7444929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7444927.500000 Penalty: 5428.737793
	Iteration 51Q: 3 clusters Score -7444928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7444921.000000 Penalty: 5428.737793
	Iteration 52Q: 3 clusters Score -7444921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7444927.500000 Penalty: 5428.737793
	Iteration 53Q: 3 clusters Score -7444928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7444923.000000 Penalty: 5428.737793
	Iteration 54Q: 3 clusters Score -7444923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7444929.500000 Penalty: 5428.737793
	Iteration 55Q: 3 clusters Score -7444930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7444930.500000 Penalty: 5428.737793
	Iteration 56Q: 3 clusters Score -7444930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7444922.000000 Penalty: 5428.737793
	Iteration 57Q: 3 clusters Score -7444922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7444930.500000 Penalty: 5428.737793
	Iteration 58Q: 3 clusters Score -7444930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7444925.500000 Penalty: 5428.737793
	Iteration 59Q: 3 clusters Score -7444926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -7444936.000000 Penalty: 5428.737793
	Iteration 60F: 3 clusters Score -7444936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7444940.500000 Penalty: 5428.737793
	Iteration 61Q: 3 clusters Score -7444940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7444944.000000 Penalty: 5428.737793
	Iteration 62Q: 3 clusters Score -7444944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7444949.500000 Penalty: 5428.737793
	Iteration 63Q: 3 clusters Score -7444950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7444951.000000 Penalty: 5428.737793
	Iteration 64Q: 3 clusters Score -7444951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7444950.000000 Penalty: 5428.737793
	Iteration 65Q: 3 clusters Score -7444950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7444951.500000 Penalty: 5428.737793
	Iteration 66Q: 3 clusters Score -7444952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7444955.500000 Penalty: 5428.737793
	Iteration 67Q: 3 clusters Score -7444956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -7444957.000000 Penalty: 5428.737793
	Iteration 68Q: 3 clusters Score -7444957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7444962.000000 Penalty: 5428.737793
	Iteration 69Q: 3 clusters Score -7444962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7444955.000000 Penalty: 5428.737793
	Iteration 70Q: 3 clusters Score -7444955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7444957.000000 Penalty: 5428.737793
	Iteration 71Q: 3 clusters Score -7444957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7444953.500000 Penalty: 5428.737793
	Iteration 72Q: 3 clusters Score -7444954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7444961.500000 Penalty: 5428.737793
	Iteration 73Q: 3 clusters Score -7444962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7444955.500000 Penalty: 5428.737793
	Iteration 74Q: 3 clusters Score -7444956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7444962.500000 Penalty: 5428.737793
	Iteration 75Q: 3 clusters Score -7444962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7444954.500000 Penalty: 5428.737793
	Iteration 76Q: 3 clusters Score -7444954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7444956.000000 Penalty: 5428.737793
	Iteration 77Q: 3 clusters Score -7444956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7444962.000000 Penalty: 5428.737793
	Iteration 78Q: 3 clusters Score -7444962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7444965.000000 Penalty: 5428.737793
	Iteration 79Q: 3 clusters Score -7444965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7444960.000000 Penalty: 5428.737793
	Iteration 80F: 3 clusters Score -7444960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7444960.500000 Penalty: 5428.737793
	Iteration 81Q: 3 clusters Score -7444960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7444967.000000 Penalty: 5428.737793
	Iteration 82Q: 3 clusters Score -7444967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7444971.000000 Penalty: 5428.737793
	Iteration 83Q: 3 clusters Score -7444971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7444970.000000 Penalty: 5428.737793
	Iteration 84Q: 3 clusters Score -7444970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7444970.000000 Penalty: 5428.737793
	Iteration 85F: 3 clusters Score -7444970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 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 309 members 
Entering Unmasked Estep 
Score: -63514.867188 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63514.87 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63936.015625 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -63936.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64197.980469 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64197.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64360.964844 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -64360.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64533.382812 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -64533.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64679.265625 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64679.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64841.285156 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64841.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64858.941406 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64858.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64882.484375 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -64882.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64897.980469 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -64897.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64905.984375 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -64905.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64907.402344 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -64907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64918.355469 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -64918.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64930.058594 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -64930.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64949.347656 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -64949.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64972.574219 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -64972.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64978.238281 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -64978.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64985.578125 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -64985.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64993.464844 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -64993.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64993.464844 Penalty: 3174.527832
	Iteration 19F: 3 clusters Score -64993.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -469925.937500 Penalty: 2038.326172
	Iteration 0F: 2 clusters Score -469925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -466281.125000 Penalty: 4076.652344
	Iteration 0F: 3 clusters Score -466281.1 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -467136.343750 Penalty: 4076.652344
	Iteration 1F: 3 clusters Score -467136.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -467370.718750 Penalty: 4076.652344
	Iteration 2F: 3 clusters Score -467370.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -467529.843750 Penalty: 4076.652344
	Iteration 3F: 3 clusters Score -467529.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -467658.500000 Penalty: 4076.652344
	Iteration 4Q: 3 clusters Score -467658.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -467792.968750 Penalty: 4076.652344
	Iteration 5Q: 3 clusters Score -467793 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -467921.906250 Penalty: 4076.652344
	Iteration 6Q: 3 clusters Score -467921.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -468032.468750 Penalty: 4076.652344
	Iteration 7Q: 3 clusters Score -468032.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -468114.281250 Penalty: 4076.652344
	Iteration 8Q: 3 clusters Score -468114.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -468188.281250 Penalty: 4076.652344
	Iteration 9Q: 3 clusters Score -468188.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -468246.156250 Penalty: 4076.652344
	Iteration 10Q: 3 clusters Score -468246.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -468294.218750 Penalty: 4076.652344
	Iteration 11Q: 3 clusters Score -468294.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -468339.031250 Penalty: 4076.652344
	Iteration 12Q: 3 clusters Score -468339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -468369.468750 Penalty: 4076.652344
	Iteration 13Q: 3 clusters Score -468369.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -468394.843750 Penalty: 4076.652344
	Iteration 14Q: 3 clusters Score -468394.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -468412.281250 Penalty: 4076.652344
	Iteration 15Q: 3 clusters Score -468412.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -468424.750000 Penalty: 4076.652344
	Iteration 16Q: 3 clusters Score -468424.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -468436.937500 Penalty: 4076.652344
	Iteration 17Q: 3 clusters Score -468436.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -468453.968750 Penalty: 4076.652344
	Iteration 18Q: 3 clusters Score -468454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -468464.968750 Penalty: 4076.652344
	Iteration 19Q: 3 clusters Score -468465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -468472.781250 Penalty: 4076.652344
	Iteration 20F: 3 clusters Score -468472.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -468480.093750 Penalty: 4076.652344
	Iteration 21Q: 3 clusters Score -468480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -468488.031250 Penalty: 4076.652344
	Iteration 22Q: 3 clusters Score -468488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -468493.781250 Penalty: 4076.652344
	Iteration 23Q: 3 clusters Score -468493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -468499.875000 Penalty: 4076.652344
	Iteration 24Q: 3 clusters Score -468499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -468499.093750 Penalty: 4076.652344
	Iteration 25Q: 3 clusters Score -468499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -468499.093750 Penalty: 4076.652344
	Iteration 26F: 3 clusters Score -468499.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Entering Unmasked Estep 
Score: -5193763.500000 Penalty: 2619.033691
	Iteration 0F: 2 clusters Score -5193764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -5167654.000000 Penalty: 5238.067383
	Iteration 0F: 3 clusters Score -5167654 nChanged 17558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5177264.500000 Penalty: 5238.067383
	Iteration 1F: 3 clusters Score -5177264 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -5177803.000000 Penalty: 5238.067383
	Iteration 2Q: 3 clusters Score -5177803 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -5178351.500000 Penalty: 5238.067383
	Iteration 3Q: 3 clusters Score -5178352 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -5178872.500000 Penalty: 5238.067383
	Iteration 4Q: 3 clusters Score -5178872 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -5179444.500000 Penalty: 5238.067383
	Iteration 5Q: 3 clusters Score -5179444 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -5180034.500000 Penalty: 5238.067383
	Iteration 6Q: 3 clusters Score -5180034 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -5180752.500000 Penalty: 5238.067383
	Iteration 7Q: 3 clusters Score -5180752 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5181583.500000 Penalty: 5238.067383
	Iteration 8Q: 3 clusters Score -5181584 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -5182659.500000 Penalty: 5238.067383
	Iteration 9Q: 3 clusters Score -5182660 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -5183906.500000 Penalty: 5238.067383
	Iteration 10F: 3 clusters Score -5183906 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -5185242.500000 Penalty: 5238.067383
	Iteration 11F: 3 clusters Score -5185242 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -5186507.500000 Penalty: 5238.067383
	Iteration 12Q: 3 clusters Score -5186508 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5187499.000000 Penalty: 5238.067383
	Iteration 13Q: 3 clusters Score -5187499 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -5188251.000000 Penalty: 5238.067383
	Iteration 14Q: 3 clusters Score -5188251 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -5188823.000000 Penalty: 5238.067383
	Iteration 15Q: 3 clusters Score -5188823 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5189262.000000 Penalty: 5238.067383
	Iteration 16Q: 3 clusters Score -5189262 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5189592.500000 Penalty: 5238.067383
	Iteration 17Q: 3 clusters Score -5189592 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -5189934.000000 Penalty: 5238.067383
	Iteration 18Q: 3 clusters Score -5189934 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -5190280.500000 Penalty: 5238.067383
	Iteration 19Q: 3 clusters Score -5190280 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5190586.000000 Penalty: 5238.067383
	Iteration 20F: 3 clusters Score -5190586 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5190821.500000 Penalty: 5238.067383
	Iteration 21Q: 3 clusters Score -5190822 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5191059.500000 Penalty: 5238.067383
	Iteration 22Q: 3 clusters Score -5191060 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5191263.500000 Penalty: 5238.067383
	Iteration 23Q: 3 clusters Score -5191264 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5191396.500000 Penalty: 5238.067383
	Iteration 24Q: 3 clusters Score -5191396 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5191482.000000 Penalty: 5238.067383
	Iteration 25Q: 3 clusters Score -5191482 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5191572.000000 Penalty: 5238.067383
	Iteration 26Q: 3 clusters Score -5191572 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5191635.500000 Penalty: 5238.067383
	Iteration 27Q: 3 clusters Score -5191636 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5191684.000000 Penalty: 5238.067383
	Iteration 28Q: 3 clusters Score -5191684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5191738.000000 Penalty: 5238.067383
	Iteration 29Q: 3 clusters Score -5191738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5191738.500000 Penalty: 5238.067383
	Iteration 30Q: 3 clusters Score -5191738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5191761.500000 Penalty: 5238.067383
	Iteration 31Q: 3 clusters Score -5191762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5191776.500000 Penalty: 5238.067383
	Iteration 32Q: 3 clusters Score -5191776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5191778.000000 Penalty: 5238.067383
	Iteration 33Q: 3 clusters Score -5191778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5191786.500000 Penalty: 5238.067383
	Iteration 34Q: 3 clusters Score -5191786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5191793.000000 Penalty: 5238.067383
	Iteration 35Q: 3 clusters Score -5191793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5191788.500000 Penalty: 5238.067383
	Iteration 36Q: 3 clusters Score -5191788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5191799.500000 Penalty: 5238.067383
	Iteration 37Q: 3 clusters Score -5191800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5191806.500000 Penalty: 5238.067383
	Iteration 38Q: 3 clusters Score -5191806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5191806.000000 Penalty: 5238.067383
	Iteration 39Q: 3 clusters Score -5191806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5191819.500000 Penalty: 5238.067383
	Iteration 40F: 3 clusters Score -5191820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5191818.000000 Penalty: 5238.067383
	Iteration 41Q: 3 clusters Score -5191818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5191824.500000 Penalty: 5238.067383
	Iteration 42Q: 3 clusters Score -5191824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5191830.000000 Penalty: 5238.067383
	Iteration 43Q: 3 clusters Score -5191830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5191825.000000 Penalty: 5238.067383
	Iteration 44Q: 3 clusters Score -5191825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5191827.500000 Penalty: 5238.067383
	Iteration 45Q: 3 clusters Score -5191828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5191827.500000 Penalty: 5238.067383
	Iteration 46Q: 3 clusters Score -5191828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5191826.000000 Penalty: 5238.067383
	Iteration 47Q: 3 clusters Score -5191826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5191831.000000 Penalty: 5238.067383
	Iteration 48Q: 3 clusters Score -5191831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5191831.000000 Penalty: 5238.067383
	Iteration 49F: 3 clusters Score -5191831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182894 members 
Mstep: Class 3 contains 84368 members 
Mstep: Class 4 contains 221625 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 17 contains 54598 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158711 members 
Mstep: Class 20 contains 20016 members 
Mstep: Class 21 contains 28501 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8197 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249768.000000 Penalty: 102991.429688
Iteration 239Q: 31 clusters Score -1.332498e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182898 members 
Mstep: Class 3 contains 84349 members 
Mstep: Class 4 contains 221614 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39526 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6883 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 29671 members 
Mstep: Class 17 contains 54597 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158742 members 
Mstep: Class 20 contains 20014 members 
Mstep: Class 21 contains 28498 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8198 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13280 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249840.000000 Penalty: 102991.429688
Iteration 240F: 31 clusters Score -1.332498e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182901 members 
Mstep: Class 3 contains 84335 members 
Mstep: Class 4 contains 221599 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 39530 members 
Mstep: Class 11 contains 3111 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47455 members 
Mstep: Class 16 contains 29673 members 
Mstep: Class 17 contains 54593 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158784 members 
Mstep: Class 20 contains 20007 members 
Mstep: Class 21 contains 28495 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8198 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56667 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249768.000000 Penalty: 102991.429688
Iteration 241Q: 31 clusters Score -1.332498e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182905 members 
Mstep: Class 3 contains 84313 members 
Mstep: Class 4 contains 221591 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 39531 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6877 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47452 members 
Mstep: Class 16 contains 29676 members 
Mstep: Class 17 contains 54591 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158817 members 
Mstep: Class 20 contains 20003 members 
Mstep: Class 21 contains 28493 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8198 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56668 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249744.000000 Penalty: 102991.429688
Iteration 242Q: 31 clusters Score -1.332497e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182908 members 
Mstep: Class 3 contains 84290 members 
Mstep: Class 4 contains 221593 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 39534 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47449 members 
Mstep: Class 16 contains 29676 members 
Mstep: Class 17 contains 54590 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158844 members 
Mstep: Class 20 contains 19996 members 
Mstep: Class 21 contains 28494 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8198 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56667 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249952.000000 Penalty: 102991.429688
Iteration 243Q: 31 clusters Score -1.3325e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182909 members 
Mstep: Class 3 contains 84266 members 
Mstep: Class 4 contains 221583 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 39540 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 10617 members 
Mstep: Class 15 contains 47444 members 
Mstep: Class 16 contains 29676 members 
Mstep: Class 17 contains 54586 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158873 members 
Mstep: Class 20 contains 19992 members 
Mstep: Class 21 contains 28499 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8199 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13295 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249872.000000 Penalty: 102991.429688
Iteration 244Q: 31 clusters Score -1.332499e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182912 members 
Mstep: Class 3 contains 84257 members 
Mstep: Class 4 contains 221574 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 39541 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6862 members 
Mstep: Class 14 contains 10619 members 
Mstep: Class 15 contains 47436 members 
Mstep: Class 16 contains 29678 members 
Mstep: Class 17 contains 54584 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158897 members 
Mstep: Class 20 contains 19991 members 
Mstep: Class 21 contains 28500 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8200 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13298 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249928.000000 Penalty: 102991.429688
Iteration 245Q: 31 clusters Score -1.332499e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182916 members 
Mstep: Class 3 contains 84246 members 
Mstep: Class 4 contains 221564 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39546 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 47428 members 
Mstep: Class 16 contains 29680 members 
Mstep: Class 17 contains 54583 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158915 members 
Mstep: Class 20 contains 19990 members 
Mstep: Class 21 contains 28501 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8201 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13302 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56676 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249864.000000 Penalty: 102991.429688
Iteration 246Q: 31 clusters Score -1.332499e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182918 members 
Mstep: Class 3 contains 84239 members 
Mstep: Class 4 contains 221555 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39550 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6852 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 47429 members 
Mstep: Class 16 contains 29680 members 
Mstep: Class 17 contains 54583 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158929 members 
Mstep: Class 20 contains 19989 members 
Mstep: Class 21 contains 28503 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8201 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13302 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56677 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249896.000000 Penalty: 102991.429688
Iteration 247Q: 31 clusters Score -1.332499e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182916 members 
Mstep: Class 3 contains 84236 members 
Mstep: Class 4 contains 221546 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39554 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6851 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 47427 members 
Mstep: Class 16 contains 29680 members 
Mstep: Class 17 contains 54583 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158937 members 
Mstep: Class 20 contains 19989 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8201 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249888.000000 Penalty: 102991.429688
Iteration 248Q: 31 clusters Score -1.332499e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182921 members 
Mstep: Class 3 contains 84230 members 
Mstep: Class 4 contains 221539 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39556 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6846 members 
Mstep: Class 14 contains 10619 members 
Mstep: Class 15 contains 47425 members 
Mstep: Class 16 contains 29680 members 
Mstep: Class 17 contains 54584 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158952 members 
Mstep: Class 20 contains 19989 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8201 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249896.000000 Penalty: 102991.429688
Iteration 249Q: 31 clusters Score -1.332499e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182926 members 
Mstep: Class 3 contains 84220 members 
Mstep: Class 4 contains 221525 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39560 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 47425 members 
Mstep: Class 16 contains 29680 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158970 members 
Mstep: Class 20 contains 19990 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8202 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250000.000000 Penalty: 102991.429688
Iteration 250Q: 31 clusters Score -1.3325e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182935 members 
Mstep: Class 3 contains 84204 members 
Mstep: Class 4 contains 221520 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39561 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 47425 members 
Mstep: Class 16 contains 29679 members 
Mstep: Class 17 contains 54588 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 158983 members 
Mstep: Class 20 contains 19991 members 
Mstep: Class 21 contains 28503 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8203 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56681 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249952.000000 Penalty: 102991.429688
Iteration 251Q: 31 clusters Score -1.3325e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182952 members 
Mstep: Class 3 contains 84192 members 
Mstep: Class 4 contains 221514 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39562 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 47421 members 
Mstep: Class 16 contains 29676 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159002 members 
Mstep: Class 20 contains 19991 members 
Mstep: Class 21 contains 28504 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8204 members 
Mstep: Class 24 contains 5475 members 
Mstep: Class 25 contains 13318 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56683 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249936.000000 Penalty: 102991.429688
Iteration 252Q: 31 clusters Score -1.332499e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182968 members 
Mstep: Class 3 contains 84182 members 
Mstep: Class 4 contains 221504 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39564 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 10617 members 
Mstep: Class 15 contains 47415 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54588 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159016 members 
Mstep: Class 20 contains 19990 members 
Mstep: Class 21 contains 28506 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249992.000000 Penalty: 102991.429688
Iteration 253Q: 31 clusters Score -1.3325e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182968 members 
Mstep: Class 3 contains 84177 members 
Mstep: Class 4 contains 221489 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39566 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 10619 members 
Mstep: Class 15 contains 47416 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159037 members 
Mstep: Class 20 contains 19987 members 
Mstep: Class 21 contains 28503 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250080.000000 Penalty: 102991.429688
Iteration 254Q: 31 clusters Score -1.332501e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182981 members 
Mstep: Class 3 contains 84160 members 
Mstep: Class 4 contains 221483 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39568 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 10621 members 
Mstep: Class 15 contains 47416 members 
Mstep: Class 16 contains 29672 members 
Mstep: Class 17 contains 54588 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159062 members 
Mstep: Class 20 contains 19982 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56691 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250088.000000 Penalty: 102991.429688
Iteration 255Q: 31 clusters Score -1.332501e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182986 members 
Mstep: Class 3 contains 84143 members 
Mstep: Class 4 contains 221478 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39571 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6753 members 
Mstep: Class 14 contains 10623 members 
Mstep: Class 15 contains 47417 members 
Mstep: Class 16 contains 29670 members 
Mstep: Class 17 contains 54593 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159084 members 
Mstep: Class 20 contains 19977 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13339 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56690 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250000.000000 Penalty: 102991.429688
Iteration 256Q: 31 clusters Score -1.3325e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182999 members 
Mstep: Class 3 contains 84127 members 
Mstep: Class 4 contains 221467 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39576 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 10624 members 
Mstep: Class 15 contains 47415 members 
Mstep: Class 16 contains 29667 members 
Mstep: Class 17 contains 54589 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159108 members 
Mstep: Class 20 contains 19976 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249960.000000 Penalty: 102991.429688
Iteration 257Q: 31 clusters Score -1.3325e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183013 members 
Mstep: Class 3 contains 84109 members 
Mstep: Class 4 contains 221458 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 39578 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6734 members 
Mstep: Class 14 contains 10623 members 
Mstep: Class 15 contains 47414 members 
Mstep: Class 16 contains 29671 members 
Mstep: Class 17 contains 54586 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159128 members 
Mstep: Class 20 contains 19977 members 
Mstep: Class 21 contains 28503 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249856.000000 Penalty: 102991.429688
Iteration 258Q: 31 clusters Score -1.332499e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183031 members 
Mstep: Class 3 contains 84103 members 
Mstep: Class 4 contains 221440 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 39580 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 10624 members 
Mstep: Class 15 contains 47412 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54586 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159141 members 
Mstep: Class 20 contains 19977 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13345 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249832.000000 Penalty: 102991.429688
Iteration 259Q: 31 clusters Score -1.332498e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183046 members 
Mstep: Class 3 contains 84097 members 
Mstep: Class 4 contains 221432 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 39582 members 
Mstep: Class 11 contains 3117 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 10625 members 
Mstep: Class 15 contains 47405 members 
Mstep: Class 16 contains 29676 members 
Mstep: Class 17 contains 54590 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159153 members 
Mstep: Class 20 contains 19977 members 
Mstep: Class 21 contains 28500 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13350 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249776.000000 Penalty: 102991.429688
Iteration 260F: 31 clusters Score -1.332498e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183046 members 
Mstep: Class 3 contains 84090 members 
Mstep: Class 4 contains 221429 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 39588 members 
Mstep: Class 11 contains 3117 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6697 members 
Mstep: Class 14 contains 10625 members 
Mstep: Class 15 contains 47400 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54590 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159173 members 
Mstep: Class 20 contains 19977 members 
Mstep: Class 21 contains 28496 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8207 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 13355 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249816.000000 Penalty: 102991.429688
Iteration 261Q: 31 clusters Score -1.332498e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183051 members 
Mstep: Class 3 contains 84083 members 
Mstep: Class 4 contains 221427 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39590 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 10622 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 29677 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159192 members 
Mstep: Class 20 contains 19977 members 
Mstep: Class 21 contains 28491 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8207 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 13363 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249920.000000 Penalty: 102991.429688
Iteration 262Q: 31 clusters Score -1.332499e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183053 members 
Mstep: Class 3 contains 84074 members 
Mstep: Class 4 contains 221424 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 39592 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6686 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 47381 members 
Mstep: Class 16 contains 29677 members 
Mstep: Class 17 contains 54588 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159208 members 
Mstep: Class 20 contains 19978 members 
Mstep: Class 21 contains 28490 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8207 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 13375 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249840.000000 Penalty: 102991.429688
Iteration 263Q: 31 clusters Score -1.332498e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183057 members 
Mstep: Class 3 contains 84056 members 
Mstep: Class 4 contains 221417 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 39595 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6681 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 47362 members 
Mstep: Class 16 contains 29678 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159225 members 
Mstep: Class 20 contains 19979 members 
Mstep: Class 21 contains 28490 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8208 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 13397 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250008.000000 Penalty: 102991.429688
Iteration 264Q: 31 clusters Score -1.3325e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183062 members 
Mstep: Class 3 contains 84051 members 
Mstep: Class 4 contains 221395 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 39599 members 
Mstep: Class 11 contains 3122 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 47350 members 
Mstep: Class 16 contains 29679 members 
Mstep: Class 17 contains 54589 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159246 members 
Mstep: Class 20 contains 19978 members 
Mstep: Class 21 contains 28491 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8208 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 13414 members 
Mstep: Class 26 contains 2157 members 
Mstep: Class 27 contains 56685 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250032.000000 Penalty: 102991.429688
Iteration 265Q: 31 clusters Score -1.3325e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183069 members 
Mstep: Class 3 contains 84043 members 
Mstep: Class 4 contains 221375 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 39599 members 
Mstep: Class 11 contains 3121 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6666 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47348 members 
Mstep: Class 16 contains 29679 members 
Mstep: Class 17 contains 54588 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159276 members 
Mstep: Class 20 contains 19979 members 
Mstep: Class 21 contains 28491 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 13427 members 
Mstep: Class 26 contains 2156 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250048.000000 Penalty: 102991.429688
Iteration 266Q: 31 clusters Score -1.3325e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183078 members 
Mstep: Class 3 contains 84025 members 
Mstep: Class 4 contains 221366 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 39604 members 
Mstep: Class 11 contains 3123 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6653 members 
Mstep: Class 14 contains 10613 members 
Mstep: Class 15 contains 47345 members 
Mstep: Class 16 contains 29679 members 
Mstep: Class 17 contains 54593 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159296 members 
Mstep: Class 20 contains 19981 members 
Mstep: Class 21 contains 28491 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 13436 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 56676 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250160.000000 Penalty: 102991.429688
Iteration 267Q: 31 clusters Score -1.332502e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183090 members 
Mstep: Class 3 contains 84015 members 
Mstep: Class 4 contains 221357 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3523 members 
Mstep: Class 10 contains 39608 members 
Mstep: Class 11 contains 3127 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6640 members 
Mstep: Class 14 contains 10612 members 
Mstep: Class 15 contains 47340 members 
Mstep: Class 16 contains 29678 members 
Mstep: Class 17 contains 54593 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159317 members 
Mstep: Class 20 contains 19981 members 
Mstep: Class 21 contains 28491 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250144.000000 Penalty: 102991.429688
Iteration 268Q: 31 clusters Score -1.332501e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183093 members 
Mstep: Class 3 contains 84012 members 
Mstep: Class 4 contains 221334 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 39617 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6629 members 
Mstep: Class 14 contains 10617 members 
Mstep: Class 15 contains 47337 members 
Mstep: Class 16 contains 29680 members 
Mstep: Class 17 contains 54598 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159329 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 28490 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250120.000000 Penalty: 102991.429688
Iteration 269Q: 31 clusters Score -1.332501e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183099 members 
Mstep: Class 3 contains 84000 members 
Mstep: Class 4 contains 221330 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39622 members 
Mstep: Class 11 contains 3131 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6619 members 
Mstep: Class 14 contains 10619 members 
Mstep: Class 15 contains 47335 members 
Mstep: Class 16 contains 29680 members 
Mstep: Class 17 contains 54602 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159334 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 28490 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56677 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250080.000000 Penalty: 102991.429688
Iteration 270Q: 31 clusters Score -1.332501e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183099 members 
Mstep: Class 3 contains 83996 members 
Mstep: Class 4 contains 221320 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39630 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6615 members 
Mstep: Class 14 contains 10621 members 
Mstep: Class 15 contains 47336 members 
Mstep: Class 16 contains 29680 members 
Mstep: Class 17 contains 54603 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159342 members 
Mstep: Class 20 contains 19981 members 
Mstep: Class 21 contains 28490 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 13437 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56681 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 102991.429688
Iteration 271Q: 31 clusters Score -1.3325e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183103 members 
Mstep: Class 3 contains 83990 members 
Mstep: Class 4 contains 221313 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39634 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 47331 members 
Mstep: Class 16 contains 29683 members 
Mstep: Class 17 contains 54605 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159354 members 
Mstep: Class 20 contains 19980 members 
Mstep: Class 21 contains 28489 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 13434 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56682 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249992.000000 Penalty: 102991.429688
Iteration 272Q: 31 clusters Score -1.3325e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183106 members 
Mstep: Class 3 contains 83978 members 
Mstep: Class 4 contains 221304 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39638 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6609 members 
Mstep: Class 14 contains 10621 members 
Mstep: Class 15 contains 47329 members 
Mstep: Class 16 contains 29682 members 
Mstep: Class 17 contains 54608 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159375 members 
Mstep: Class 20 contains 19979 members 
Mstep: Class 21 contains 28485 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56683 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249968.000000 Penalty: 102991.429688
Iteration 273Q: 31 clusters Score -1.3325e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183113 members 
Mstep: Class 3 contains 83968 members 
Mstep: Class 4 contains 221289 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39642 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 10617 members 
Mstep: Class 15 contains 47327 members 
Mstep: Class 16 contains 29683 members 
Mstep: Class 17 contains 54608 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159398 members 
Mstep: Class 20 contains 19978 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56683 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 38533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250032.000000 Penalty: 102991.429688
Iteration 274Q: 31 clusters Score -1.3325e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183118 members 
Mstep: Class 3 contains 83957 members 
Mstep: Class 4 contains 221281 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39647 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 47327 members 
Mstep: Class 16 contains 29683 members 
Mstep: Class 17 contains 54608 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159414 members 
Mstep: Class 20 contains 19979 members 
Mstep: Class 21 contains 28481 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56682 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3712 members 
Mstep: Class 30 contains 38532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250024.000000 Penalty: 102991.429688
Iteration 275Q: 31 clusters Score -1.3325e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183123 members 
Mstep: Class 3 contains 83932 members 
Mstep: Class 4 contains 221274 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39654 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 10614 members 
Mstep: Class 15 contains 47327 members 
Mstep: Class 16 contains 29685 members 
Mstep: Class 17 contains 54609 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159438 members 
Mstep: Class 20 contains 19979 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250000.000000 Penalty: 102991.429688
Iteration 276Q: 31 clusters Score -1.3325e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183132 members 
Mstep: Class 3 contains 83918 members 
Mstep: Class 4 contains 221272 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39659 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 10612 members 
Mstep: Class 15 contains 47325 members 
Mstep: Class 16 contains 29685 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159448 members 
Mstep: Class 20 contains 19980 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13437 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56685 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250056.000000 Penalty: 102991.429688
Iteration 277Q: 31 clusters Score -1.332501e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183135 members 
Mstep: Class 3 contains 83910 members 
Mstep: Class 4 contains 221255 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39665 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 10610 members 
Mstep: Class 15 contains 47326 members 
Mstep: Class 16 contains 29684 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159467 members 
Mstep: Class 20 contains 19981 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56687 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249992.000000 Penalty: 102991.429688
Iteration 278Q: 31 clusters Score -1.3325e+08 nChanged 50
Entering ConstructFrom: 
Score: -133249992.000000 Penalty: 102991.429688
Entering ConstructFrom: 
Trying to split cluster 1 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -62570.273438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -62570.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61021.882812 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61021.88 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61370.078125 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61370.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61697.363281 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61697.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61943.488281 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -61943.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62011.585938 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -62011.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62063.242188 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -62063.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62099.503906 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62110.714844 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62110.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62123.128906 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62123.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62135.800781 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62153.910156 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62153.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62184.425781 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62184.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62187.867188 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62187.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62187.867188 Penalty: 3161.166504
	Iteration 13F: 3 clusters Score -62187.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (183137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183137 members 
Entering Unmasked Estep 
Score: -24247424.000000 Penalty: 3005.261475
	Iteration 0F: 2 clusters Score -2.424742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91515 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -24138408.000000 Penalty: 6010.522949
	Iteration 0F: 3 clusters Score -2.413841e+07 nChanged 87816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -24190264.000000 Penalty: 6010.522949
	Iteration 1F: 3 clusters Score -2.419026e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 94610 members 
Entering Unmasked Estep 
Score: -24191678.000000 Penalty: 6010.522949
	Iteration 2Q: 3 clusters Score -2.419168e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -24193886.000000 Penalty: 6010.522949
	Iteration 3Q: 3 clusters Score -2.419389e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -24196806.000000 Penalty: 6010.522949
	Iteration 4Q: 3 clusters Score -2.419681e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82063 members 
Mstep: Class 2 contains 101074 members 
Entering Unmasked Estep 
Score: -24201164.000000 Penalty: 6010.522949
	Iteration 5Q: 3 clusters Score -2.420116e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -24208104.000000 Penalty: 6010.522949
	Iteration 6F: 3 clusters Score -2.42081e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 109492 members 
Entering Unmasked Estep 
Score: -24217344.000000 Penalty: 6010.522949
	Iteration 7F: 3 clusters Score -2.421734e+07 nChanged 11763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 113073 members 
Entering Unmasked Estep 
Score: -24225132.000000 Penalty: 6010.522949
	Iteration 8F: 3 clusters Score -2.422513e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 115541 members 
Entering Unmasked Estep 
Score: -24229344.000000 Penalty: 6010.522949
	Iteration 9F: 3 clusters Score -2.422934e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -24230500.000000 Penalty: 6010.522949
	Iteration 10Q: 3 clusters Score -2.42305e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 119096 members 
Entering Unmasked Estep 
Score: -24231182.000000 Penalty: 6010.522949
	Iteration 11Q: 3 clusters Score -2.423118e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 120690 members 
Entering Unmasked Estep 
Score: -24231538.000000 Penalty: 6010.522949
	Iteration 12Q: 3 clusters Score -2.423154e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 122224 members 
Entering Unmasked Estep 
Score: -24231696.000000 Penalty: 6010.522949
	Iteration 13Q: 3 clusters Score -2.42317e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 123760 members 
Entering Unmasked Estep 
Score: -24231882.000000 Penalty: 6010.522949
	Iteration 14Q: 3 clusters Score -2.423188e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -24232264.000000 Penalty: 6010.522949
	Iteration 15Q: 3 clusters Score -2.423226e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 126947 members 
Entering Unmasked Estep 
Score: -24232568.000000 Penalty: 6010.522949
	Iteration 16Q: 3 clusters Score -2.423257e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 128529 members 
Entering Unmasked Estep 
Score: -24232852.000000 Penalty: 6010.522949
	Iteration 17Q: 3 clusters Score -2.423285e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -24233172.000000 Penalty: 6010.522949
	Iteration 18Q: 3 clusters Score -2.423317e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 131536 members 
Entering Unmasked Estep 
Score: -24233438.000000 Penalty: 6010.522949
	Iteration 19Q: 3 clusters Score -2.423344e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -24233508.000000 Penalty: 6010.522949
	Iteration 20F: 3 clusters Score -2.423351e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 134352 members 
Entering Unmasked Estep 
Score: -24233830.000000 Penalty: 6010.522949
	Iteration 21Q: 3 clusters Score -2.423383e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -24234190.000000 Penalty: 6010.522949
	Iteration 22Q: 3 clusters Score -2.423419e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -24234506.000000 Penalty: 6010.522949
	Iteration 23Q: 3 clusters Score -2.423451e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 138549 members 
Entering Unmasked Estep 
Score: -24234902.000000 Penalty: 6010.522949
	Iteration 24Q: 3 clusters Score -2.42349e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 139952 members 
Entering Unmasked Estep 
Score: -24235134.000000 Penalty: 6010.522949
	Iteration 25Q: 3 clusters Score -2.423513e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -24235556.000000 Penalty: 6010.522949
	Iteration 26Q: 3 clusters Score -2.423556e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 142874 members 
Entering Unmasked Estep 
Score: -24235790.000000 Penalty: 6010.522949
	Iteration 27Q: 3 clusters Score -2.423579e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 144425 members 
Entering Unmasked Estep 
Score: -24236230.000000 Penalty: 6010.522949
	Iteration 28Q: 3 clusters Score -2.423623e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -24236616.000000 Penalty: 6010.522949
	Iteration 29Q: 3 clusters Score -2.423662e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 147580 members 
Entering Unmasked Estep 
Score: -24237072.000000 Penalty: 6010.522949
	Iteration 30Q: 3 clusters Score -2.423707e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 149124 members 
Entering Unmasked Estep 
Score: -24237568.000000 Penalty: 6010.522949
	Iteration 31Q: 3 clusters Score -2.423757e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 150726 members 
Entering Unmasked Estep 
Score: -24238000.000000 Penalty: 6010.522949
	Iteration 32Q: 3 clusters Score -2.4238e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 152344 members 
Entering Unmasked Estep 
Score: -24238698.000000 Penalty: 6010.522949
	Iteration 33Q: 3 clusters Score -2.42387e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 154050 members 
Entering Unmasked Estep 
Score: -24239364.000000 Penalty: 6010.522949
	Iteration 34Q: 3 clusters Score -2.423936e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 155716 members 
Entering Unmasked Estep 
Score: -24240038.000000 Penalty: 6010.522949
	Iteration 35Q: 3 clusters Score -2.424004e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 157469 members 
Entering Unmasked Estep 
Score: -24240598.000000 Penalty: 6010.522949
	Iteration 36Q: 3 clusters Score -2.42406e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -24241236.000000 Penalty: 6010.522949
	Iteration 37Q: 3 clusters Score -2.424124e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -24241802.000000 Penalty: 6010.522949
	Iteration 38Q: 3 clusters Score -2.42418e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 162762 members 
Entering Unmasked Estep 
Score: -24242182.000000 Penalty: 6010.522949
	Iteration 39Q: 3 clusters Score -2.424218e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 164459 members 
Entering Unmasked Estep 
Score: -24242576.000000 Penalty: 6010.522949
	Iteration 40F: 3 clusters Score -2.424258e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 165995 members 
Entering Unmasked Estep 
Score: -24242910.000000 Penalty: 6010.522949
	Iteration 41Q: 3 clusters Score -2.424291e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 167485 members 
Entering Unmasked Estep 
Score: -24243274.000000 Penalty: 6010.522949
	Iteration 42Q: 3 clusters Score -2.424327e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 168911 members 
Entering Unmasked Estep 
Score: -24243506.000000 Penalty: 6010.522949
	Iteration 43Q: 3 clusters Score -2.424351e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -24243742.000000 Penalty: 6010.522949
	Iteration 44Q: 3 clusters Score -2.424374e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 171437 members 
Entering Unmasked Estep 
Score: -24244128.000000 Penalty: 6010.522949
	Iteration 45Q: 3 clusters Score -2.424413e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 172544 members 
Entering Unmasked Estep 
Score: -24244402.000000 Penalty: 6010.522949
	Iteration 46Q: 3 clusters Score -2.42444e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 173602 members 
Entering Unmasked Estep 
Score: -24244576.000000 Penalty: 6010.522949
	Iteration 47Q: 3 clusters Score -2.424458e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 174565 members 
Entering Unmasked Estep 
Score: -24244644.000000 Penalty: 6010.522949
	Iteration 48Q: 3 clusters Score -2.424464e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 175422 members 
Entering Unmasked Estep 
Score: -24244790.000000 Penalty: 6010.522949
	Iteration 49Q: 3 clusters Score -2.424479e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 176204 members 
Entering Unmasked Estep 
Score: -24244962.000000 Penalty: 6010.522949
	Iteration 50Q: 3 clusters Score -2.424496e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -24245092.000000 Penalty: 6010.522949
	Iteration 51Q: 3 clusters Score -2.424509e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -24245142.000000 Penalty: 6010.522949
	Iteration 52Q: 3 clusters Score -2.424514e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 178037 members 
Entering Unmasked Estep 
Score: -24245262.000000 Penalty: 6010.522949
	Iteration 53Q: 3 clusters Score -2.424526e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 178539 members 
Entering Unmasked Estep 
Score: -24245336.000000 Penalty: 6010.522949
	Iteration 54Q: 3 clusters Score -2.424534e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 178954 members 
Entering Unmasked Estep 
Score: -24245472.000000 Penalty: 6010.522949
	Iteration 55Q: 3 clusters Score -2.424547e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 179299 members 
Entering Unmasked Estep 
Score: -24245492.000000 Penalty: 6010.522949
	Iteration 56Q: 3 clusters Score -2.424549e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 179572 members 
Entering Unmasked Estep 
Score: -24245578.000000 Penalty: 6010.522949
	Iteration 57Q: 3 clusters Score -2.424558e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 179809 members 
Entering Unmasked Estep 
Score: -24245542.000000 Penalty: 6010.522949
	Iteration 58Q: 3 clusters Score -2.424554e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 180029 members 
Entering Unmasked Estep 
Score: -24245604.000000 Penalty: 6010.522949
	Iteration 59Q: 3 clusters Score -2.42456e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 180226 members 
Entering Unmasked Estep 
Score: -24245620.000000 Penalty: 6010.522949
	Iteration 60F: 3 clusters Score -2.424562e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 180375 members 
Entering Unmasked Estep 
Score: -24245638.000000 Penalty: 6010.522949
	Iteration 61Q: 3 clusters Score -2.424564e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 180503 members 
Entering Unmasked Estep 
Score: -24245588.000000 Penalty: 6010.522949
	Iteration 62Q: 3 clusters Score -2.424559e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 180603 members 
Entering Unmasked Estep 
Score: -24245556.000000 Penalty: 6010.522949
	Iteration 63Q: 3 clusters Score -2.424556e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 180672 members 
Entering Unmasked Estep 
Score: -24245534.000000 Penalty: 6010.522949
	Iteration 64Q: 3 clusters Score -2.424553e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 180733 members 
Entering Unmasked Estep 
Score: -24245514.000000 Penalty: 6010.522949
	Iteration 65Q: 3 clusters Score -2.424551e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 180789 members 
Entering Unmasked Estep 
Score: -24245532.000000 Penalty: 6010.522949
	Iteration 66Q: 3 clusters Score -2.424553e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 180848 members 
Entering Unmasked Estep 
Score: -24245570.000000 Penalty: 6010.522949
	Iteration 67Q: 3 clusters Score -2.424557e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 180904 members 
Entering Unmasked Estep 
Score: -24245578.000000 Penalty: 6010.522949
	Iteration 68Q: 3 clusters Score -2.424558e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 180953 members 
Entering Unmasked Estep 
Score: -24245564.000000 Penalty: 6010.522949
	Iteration 69Q: 3 clusters Score -2.424556e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -24245562.000000 Penalty: 6010.522949
	Iteration 70Q: 3 clusters Score -2.424556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -24245570.000000 Penalty: 6010.522949
	Iteration 71Q: 3 clusters Score -2.424557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 181063 members 
Entering Unmasked Estep 
Score: -24245578.000000 Penalty: 6010.522949
	Iteration 72Q: 3 clusters Score -2.424558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 181087 members 
Entering Unmasked Estep 
Score: -24245576.000000 Penalty: 6010.522949
	Iteration 73Q: 3 clusters Score -2.424558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 181103 members 
Entering Unmasked Estep 
Score: -24245568.000000 Penalty: 6010.522949
	Iteration 74Q: 3 clusters Score -2.424557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 181116 members 
Entering Unmasked Estep 
Score: -24245582.000000 Penalty: 6010.522949
	Iteration 75Q: 3 clusters Score -2.424558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 181129 members 
Entering Unmasked Estep 
Score: -24245584.000000 Penalty: 6010.522949
	Iteration 76Q: 3 clusters Score -2.424558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 181142 members 
Entering Unmasked Estep 
Score: -24245586.000000 Penalty: 6010.522949
	Iteration 77Q: 3 clusters Score -2.424559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 181150 members 
Entering Unmasked Estep 
Score: -24245604.000000 Penalty: 6010.522949
	Iteration 78Q: 3 clusters Score -2.42456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 181157 members 
Entering Unmasked Estep 
Score: -24245594.000000 Penalty: 6010.522949
	Iteration 79Q: 3 clusters Score -2.424559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 181165 members 
Entering Unmasked Estep 
Score: -24245612.000000 Penalty: 6010.522949
	Iteration 80F: 3 clusters Score -2.424561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 181173 members 
Entering Unmasked Estep 
Score: -24245604.000000 Penalty: 6010.522949
	Iteration 81Q: 3 clusters Score -2.42456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 181180 members 
Entering Unmasked Estep 
Score: -24245602.000000 Penalty: 6010.522949
	Iteration 82Q: 3 clusters Score -2.42456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 181184 members 
Entering Unmasked Estep 
Score: -24245590.000000 Penalty: 6010.522949
	Iteration 83Q: 3 clusters Score -2.424559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 181188 members 
Entering Unmasked Estep 
Score: -24245602.000000 Penalty: 6010.522949
	Iteration 84Q: 3 clusters Score -2.42456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 181189 members 
Entering Unmasked Estep 
Score: -24245610.000000 Penalty: 6010.522949
	Iteration 85Q: 3 clusters Score -2.424561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 181192 members 
Entering Unmasked Estep 
Score: -24245608.000000 Penalty: 6010.522949
	Iteration 86Q: 3 clusters Score -2.424561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 181193 members 
Entering Unmasked Estep 
Score: -24245604.000000 Penalty: 6010.522949
	Iteration 87Q: 3 clusters Score -2.42456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 181196 members 
Entering Unmasked Estep 
Score: -24245604.000000 Penalty: 6010.522949
	Iteration 88Q: 3 clusters Score -2.42456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 181199 members 
Entering Unmasked Estep 
Score: -24245598.000000 Penalty: 6010.522949
	Iteration 89Q: 3 clusters Score -2.42456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 181201 members 
Entering Unmasked Estep 
Score: -24245596.000000 Penalty: 6010.522949
	Iteration 90Q: 3 clusters Score -2.42456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 181202 members 
Entering Unmasked Estep 
Score: -24245616.000000 Penalty: 6010.522949
	Iteration 91Q: 3 clusters Score -2.424562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -24245610.000000 Penalty: 6010.522949
	Iteration 92Q: 3 clusters Score -2.424561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -24245610.000000 Penalty: 6010.522949
	Iteration 93F: 3 clusters Score -2.424561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Entering Unmasked Estep 
Score: -11197996.000000 Penalty: 2811.676270
	Iteration 0F: 2 clusters Score -1.1198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -11141968.000000 Penalty: 5623.352539
	Iteration 0F: 3 clusters Score -1.114197e+07 nChanged 39382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -11164366.000000 Penalty: 5623.352539
	Iteration 1F: 3 clusters Score -1.116437e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -11165235.000000 Penalty: 5623.352539
	Iteration 2Q: 3 clusters Score -1.116524e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -11166089.000000 Penalty: 5623.352539
	Iteration 3Q: 3 clusters Score -1.116609e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -11166912.000000 Penalty: 5623.352539
	Iteration 4Q: 3 clusters Score -1.116691e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -11167797.000000 Penalty: 5623.352539
	Iteration 5Q: 3 clusters Score -1.11678e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -11168887.000000 Penalty: 5623.352539
	Iteration 6Q: 3 clusters Score -1.116889e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -11170168.000000 Penalty: 5623.352539
	Iteration 7Q: 3 clusters Score -1.117017e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -11171738.000000 Penalty: 5623.352539
	Iteration 8Q: 3 clusters Score -1.117174e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -11174135.000000 Penalty: 5623.352539
	Iteration 9F: 3 clusters Score -1.117414e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -11177483.000000 Penalty: 5623.352539
	Iteration 10F: 3 clusters Score -1.117748e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -11181740.000000 Penalty: 5623.352539
	Iteration 11F: 3 clusters Score -1.118174e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -11186196.000000 Penalty: 5623.352539
	Iteration 12F: 3 clusters Score -1.11862e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -11189954.000000 Penalty: 5623.352539
	Iteration 13F: 3 clusters Score -1.118995e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -11192477.000000 Penalty: 5623.352539
	Iteration 14Q: 3 clusters Score -1.119248e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11194041.000000 Penalty: 5623.352539
	Iteration 15Q: 3 clusters Score -1.119404e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11194765.000000 Penalty: 5623.352539
	Iteration 16Q: 3 clusters Score -1.119476e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11195105.000000 Penalty: 5623.352539
	Iteration 17Q: 3 clusters Score -1.11951e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11195294.000000 Penalty: 5623.352539
	Iteration 18Q: 3 clusters Score -1.119529e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11195407.000000 Penalty: 5623.352539
	Iteration 19Q: 3 clusters Score -1.119541e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11195466.000000 Penalty: 5623.352539
	Iteration 20F: 3 clusters Score -1.119547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11195506.000000 Penalty: 5623.352539
	Iteration 21Q: 3 clusters Score -1.119551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11195507.000000 Penalty: 5623.352539
	Iteration 22Q: 3 clusters Score -1.119551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11195522.000000 Penalty: 5623.352539
	Iteration 23Q: 3 clusters Score -1.119552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11195528.000000 Penalty: 5623.352539
	Iteration 24Q: 3 clusters Score -1.119553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11195546.000000 Penalty: 5623.352539
	Iteration 25Q: 3 clusters Score -1.119555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11195549.000000 Penalty: 5623.352539
	Iteration 26Q: 3 clusters Score -1.119555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11195553.000000 Penalty: 5623.352539
	Iteration 27Q: 3 clusters Score -1.119555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11195558.000000 Penalty: 5623.352539
	Iteration 28Q: 3 clusters Score -1.119556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11195562.000000 Penalty: 5623.352539
	Iteration 29Q: 3 clusters Score -1.119556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11195561.000000 Penalty: 5623.352539
	Iteration 30Q: 3 clusters Score -1.119556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -11195568.000000 Penalty: 5623.352539
	Iteration 31Q: 3 clusters Score -1.119557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83527 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11195571.000000 Penalty: 5623.352539
	Iteration 32Q: 3 clusters Score -1.119557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11195576.000000 Penalty: 5623.352539
	Iteration 33Q: 3 clusters Score -1.119558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11195574.000000 Penalty: 5623.352539
	Iteration 34Q: 3 clusters Score -1.119557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -11195573.000000 Penalty: 5623.352539
	Iteration 35Q: 3 clusters Score -1.119557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11195576.000000 Penalty: 5623.352539
	Iteration 36Q: 3 clusters Score -1.119558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11195585.000000 Penalty: 5623.352539
	Iteration 37Q: 3 clusters Score -1.119558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11195577.000000 Penalty: 5623.352539
	Iteration 38Q: 3 clusters Score -1.119558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -11195580.000000 Penalty: 5623.352539
	Iteration 39Q: 3 clusters Score -1.119558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11195603.000000 Penalty: 5623.352539
	Iteration 40F: 3 clusters Score -1.11956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11195597.000000 Penalty: 5623.352539
	Iteration 41Q: 3 clusters Score -1.11956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11195599.000000 Penalty: 5623.352539
	Iteration 42Q: 3 clusters Score -1.11956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11195599.000000 Penalty: 5623.352539
	Iteration 43F: 3 clusters Score -1.11956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (221235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221235 members 
Entering Unmasked Estep 
Score: -29332618.000000 Penalty: 3052.131348
	Iteration 0F: 2 clusters Score -2.933262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 110715 members 
Entering Unmasked Estep 
Score: -29195350.000000 Penalty: 6104.262695
	Iteration 0F: 3 clusters Score -2.919535e+07 nChanged 106426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 111635 members 
Entering Unmasked Estep 
Score: -29257718.000000 Penalty: 6104.262695
	Iteration 1F: 3 clusters Score -2.925772e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -29258502.000000 Penalty: 6104.262695
	Iteration 2Q: 3 clusters Score -2.92585e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 113545 members 
Entering Unmasked Estep 
Score: -29259542.000000 Penalty: 6104.262695
	Iteration 3Q: 3 clusters Score -2.925954e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -29260798.000000 Penalty: 6104.262695
	Iteration 4Q: 3 clusters Score -2.92608e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -29262558.000000 Penalty: 6104.262695
	Iteration 5Q: 3 clusters Score -2.926256e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
Score: -29264586.000000 Penalty: 6104.262695
	Iteration 6Q: 3 clusters Score -2.926459e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 128547 members 
Entering Unmasked Estep 
Score: -29268182.000000 Penalty: 6104.262695
	Iteration 7Q: 3 clusters Score -2.926818e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 136947 members 
Entering Unmasked Estep 
Score: -29274056.000000 Penalty: 6104.262695
	Iteration 8Q: 3 clusters Score -2.927406e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 147503 members 
Entering Unmasked Estep 
Score: -29282326.000000 Penalty: 6104.262695
	Iteration 9F: 3 clusters Score -2.928233e+07 nChanged 14075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 159104 members 
Entering Unmasked Estep 
Score: -29292608.000000 Penalty: 6104.262695
	Iteration 10F: 3 clusters Score -2.929261e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 170095 members 
Entering Unmasked Estep 
Score: -29302288.000000 Penalty: 6104.262695
	Iteration 11F: 3 clusters Score -2.930229e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 178988 members 
Entering Unmasked Estep 
Score: -29309946.000000 Penalty: 6104.262695
	Iteration 12F: 3 clusters Score -2.930995e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 185972 members 
Entering Unmasked Estep 
Score: -29315294.000000 Penalty: 6104.262695
	Iteration 13Q: 3 clusters Score -2.931529e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 191570 members 
Entering Unmasked Estep 
Score: -29318156.000000 Penalty: 6104.262695
	Iteration 14Q: 3 clusters Score -2.931816e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 196312 members 
Entering Unmasked Estep 
Score: -29320346.000000 Penalty: 6104.262695
	Iteration 15Q: 3 clusters Score -2.932035e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 200566 members 
Entering Unmasked Estep 
Score: -29321886.000000 Penalty: 6104.262695
	Iteration 16Q: 3 clusters Score -2.932189e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 204425 members 
Entering Unmasked Estep 
Score: -29323558.000000 Penalty: 6104.262695
	Iteration 17Q: 3 clusters Score -2.932356e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 207791 members 
Entering Unmasked Estep 
Score: -29324792.000000 Penalty: 6104.262695
	Iteration 18Q: 3 clusters Score -2.932479e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 210777 members 
Entering Unmasked Estep 
Score: -29325898.000000 Penalty: 6104.262695
	Iteration 19Q: 3 clusters Score -2.93259e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 213269 members 
Entering Unmasked Estep 
Score: -29326842.000000 Penalty: 6104.262695
	Iteration 20F: 3 clusters Score -2.932684e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 215334 members 
Entering Unmasked Estep 
Score: -29327816.000000 Penalty: 6104.262695
	Iteration 21Q: 3 clusters Score -2.932782e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 217018 members 
Entering Unmasked Estep 
Score: -29328436.000000 Penalty: 6104.262695
	Iteration 22Q: 3 clusters Score -2.932844e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 218290 members 
Entering Unmasked Estep 
Score: -29329042.000000 Penalty: 6104.262695
	Iteration 23Q: 3 clusters Score -2.932904e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 219219 members 
Entering Unmasked Estep 
Score: -29329550.000000 Penalty: 6104.262695
	Iteration 24Q: 3 clusters Score -2.932955e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 219833 members 
Entering Unmasked Estep 
Score: -29329846.000000 Penalty: 6104.262695
	Iteration 25Q: 3 clusters Score -2.932985e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 220220 members 
Entering Unmasked Estep 
Score: -29330004.000000 Penalty: 6104.262695
	Iteration 26Q: 3 clusters Score -2.933e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 220456 members 
Entering Unmasked Estep 
Score: -29330040.000000 Penalty: 6104.262695
	Iteration 27Q: 3 clusters Score -2.933004e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 220606 members 
Entering Unmasked Estep 
Score: -29330110.000000 Penalty: 6104.262695
	Iteration 28Q: 3 clusters Score -2.933011e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 220697 members 
Entering Unmasked Estep 
Score: -29330146.000000 Penalty: 6104.262695
	Iteration 29Q: 3 clusters Score -2.933015e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 220752 members 
Entering Unmasked Estep 
Score: -29330184.000000 Penalty: 6104.262695
	Iteration 30Q: 3 clusters Score -2.933018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 220785 members 
Entering Unmasked Estep 
Score: -29330230.000000 Penalty: 6104.262695
	Iteration 31Q: 3 clusters Score -2.933023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 220800 members 
Entering Unmasked Estep 
Score: -29330228.000000 Penalty: 6104.262695
	Iteration 32Q: 3 clusters Score -2.933023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 220811 members 
Entering Unmasked Estep 
Score: -29330238.000000 Penalty: 6104.262695
	Iteration 33Q: 3 clusters Score -2.933024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 220816 members 
Entering Unmasked Estep 
Score: -29330240.000000 Penalty: 6104.262695
	Iteration 34Q: 3 clusters Score -2.933024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 220816 members 
Entering Unmasked Estep 
Score: -29330260.000000 Penalty: 6104.262695
	Iteration 35Q: 3 clusters Score -2.933026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 220816 members 
Entering Unmasked Estep 
Score: -29330260.000000 Penalty: 6104.262695
	Iteration 36Q: 3 clusters Score -2.933026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 220817 members 
Entering Unmasked Estep 
Score: -29330242.000000 Penalty: 6104.262695
	Iteration 37Q: 3 clusters Score -2.933024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 220820 members 
Entering Unmasked Estep 
Score: -29330240.000000 Penalty: 6104.262695
	Iteration 38Q: 3 clusters Score -2.933024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 220820 members 
Entering Unmasked Estep 
Score: -29330238.000000 Penalty: 6104.262695
	Iteration 39Q: 3 clusters Score -2.933024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 220822 members 
Entering Unmasked Estep 
Score: -29330248.000000 Penalty: 6104.262695
	Iteration 40F: 3 clusters Score -2.933025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56768.542969 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56768.54 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56990.601562 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -56990.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57119.578125 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -57119.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57237.542969 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -57237.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57371.371094 Penalty: 3090.318848
	Iteration 4F: 3 clusters Score -57371.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57653.289062 Penalty: 3090.318848
	Iteration 5F: 3 clusters Score -57653.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -58037.000000 Penalty: 3090.318848
	Iteration 6F: 3 clusters Score -58037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -58294.667969 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -58294.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58406.902344 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -58406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58441.351562 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -58441.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -58443.511719 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -58443.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -58443.511719 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -58443.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183137 members 
Mstep: Class 3 contains 83902 members 
Mstep: Class 4 contains 221235 members 
Mstep: Class 5 contains 359 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39671 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 47326 members 
Mstep: Class 16 contains 29686 members 
Mstep: Class 17 contains 54611 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159485 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38528 members 
Mstep: Class 31 contains 149 members 
Entering Unmasked Estep 
Score: -133248184.000000 Penalty: 106424.484375
Splitting cluster 5 changes total score from -133249992.000000 to -133248184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -376635.312500 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -376635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -373477.718750 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -373477.7 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -374305.312500 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -374305.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -374715.187500 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -374715.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -374998.281250 Penalty: 3958.939697
	Iteration 3F: 3 clusters Score -374998.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -375168.093750 Penalty: 3958.939697
	Iteration 4F: 3 clusters Score -375168.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -375322.593750 Penalty: 3958.939697
	Iteration 5Q: 3 clusters Score -375322.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -375431.187500 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -375431.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -375523.562500 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -375523.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -375609.250000 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -375609.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -375718.093750 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -375718.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -375845.375000 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -375845.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -375974.843750 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -375974.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -376082.343750 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -376082.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -376169.718750 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -376169.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -376222.281250 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -376222.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376248.062500 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -376248.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -376268.781250 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -376268.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -376292.500000 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -376292.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -376313.937500 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -376313.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -376325.156250 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -376325.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -376331.468750 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -376331.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -376337.281250 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -376337.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -376346.218750 Penalty: 3958.939697
	Iteration 22Q: 3 clusters Score -376346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -376352.062500 Penalty: 3958.939697
	Iteration 23Q: 3 clusters Score -376352.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -376358.062500 Penalty: 3958.939697
	Iteration 24Q: 3 clusters Score -376358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -376359.312500 Penalty: 3958.939697
	Iteration 25Q: 3 clusters Score -376359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -376359.312500 Penalty: 3958.939697
	Iteration 26F: 3 clusters Score -376359.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -40917.453125 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -40917.45 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 198 members 
Entering Unmasked Estep 
Score: -39748.898438 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -39748.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40467.558594 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -40467.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40885.886719 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -40885.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41035.226562 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -41035.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41173.355469 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -41173.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41366.218750 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -41366.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41433.613281 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -41433.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41486.964844 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -41486.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41603.417969 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -41603.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41729.675781 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -41729.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41919.539062 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -41919.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41919.539062 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -41919.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183137 members 
Mstep: Class 3 contains 83902 members 
Mstep: Class 4 contains 221235 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39671 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 47326 members 
Mstep: Class 16 contains 29686 members 
Mstep: Class 17 contains 54611 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159485 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38528 members 
Mstep: Class 31 contains 215 members 
Entering Unmasked Estep 
Score: -133249000.000000 Penalty: 106424.484375
Splitting cluster 7 changes total score from -133249992.000000 to -133249000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -185020.750000 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -185020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -182771.796875 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -182771.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -183106.656250 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -183106.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183215.609375 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -183215.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -183277.359375 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -183277.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -183314.343750 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -183314.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183346.500000 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -183346.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183374.250000 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -183374.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183397.921875 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -183397.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183416.359375 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -183416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -183429.218750 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -183429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -183443.078125 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -183443.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183462.687500 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -183462.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183475.703125 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -183475.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -183487.859375 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -183487.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -183498.609375 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -183498.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -183507.328125 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -183507.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -183512.812500 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -183512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -183515.078125 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -183515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183517.843750 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -183517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183523.625000 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -183523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183532.093750 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -183532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -183541.343750 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -183541.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -183550.609375 Penalty: 3605.729736
	Iteration 22Q: 3 clusters Score -183550.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -183557.312500 Penalty: 3605.729736
	Iteration 23Q: 3 clusters Score -183557.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -183563.734375 Penalty: 3605.729736
	Iteration 24Q: 3 clusters Score -183563.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -183571.921875 Penalty: 3605.729736
	Iteration 25Q: 3 clusters Score -183571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183576.125000 Penalty: 3605.729736
	Iteration 26Q: 3 clusters Score -183576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -183582.109375 Penalty: 3605.729736
	Iteration 27Q: 3 clusters Score -183582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183587.265625 Penalty: 3605.729736
	Iteration 28Q: 3 clusters Score -183587.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -183595.609375 Penalty: 3605.729736
	Iteration 29Q: 3 clusters Score -183595.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183604.250000 Penalty: 3605.729736
	Iteration 30Q: 3 clusters Score -183604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183608.062500 Penalty: 3605.729736
	Iteration 31Q: 3 clusters Score -183608.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -183611.234375 Penalty: 3605.729736
	Iteration 32Q: 3 clusters Score -183611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183616.000000 Penalty: 3605.729736
	Iteration 33Q: 3 clusters Score -183616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -183624.140625 Penalty: 3605.729736
	Iteration 34Q: 3 clusters Score -183624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183629.765625 Penalty: 3605.729736
	Iteration 35Q: 3 clusters Score -183629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183635.390625 Penalty: 3605.729736
	Iteration 36Q: 3 clusters Score -183635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -183640.234375 Penalty: 3605.729736
	Iteration 37Q: 3 clusters Score -183640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -183643.875000 Penalty: 3605.729736
	Iteration 38Q: 3 clusters Score -183643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -183646.546875 Penalty: 3605.729736
	Iteration 39Q: 3 clusters Score -183646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -183652.093750 Penalty: 3605.729736
	Iteration 40F: 3 clusters Score -183652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -183660.812500 Penalty: 3605.729736
	Iteration 41Q: 3 clusters Score -183660.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -183672.312500 Penalty: 3605.729736
	Iteration 42Q: 3 clusters Score -183672.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -183682.750000 Penalty: 3605.729736
	Iteration 43Q: 3 clusters Score -183682.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -183690.593750 Penalty: 3605.729736
	Iteration 44Q: 3 clusters Score -183690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -183698.359375 Penalty: 3605.729736
	Iteration 45Q: 3 clusters Score -183698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -183709.984375 Penalty: 3605.729736
	Iteration 46Q: 3 clusters Score -183710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -183719.406250 Penalty: 3605.729736
	Iteration 47Q: 3 clusters Score -183719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -183727.328125 Penalty: 3605.729736
	Iteration 48Q: 3 clusters Score -183727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -183732.937500 Penalty: 3605.729736
	Iteration 49Q: 3 clusters Score -183732.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -183739.343750 Penalty: 3605.729736
	Iteration 50Q: 3 clusters Score -183739.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -183745.171875 Penalty: 3605.729736
	Iteration 51Q: 3 clusters Score -183745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -183754.375000 Penalty: 3605.729736
	Iteration 52Q: 3 clusters Score -183754.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -183767.500000 Penalty: 3605.729736
	Iteration 53Q: 3 clusters Score -183767.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183782.687500 Penalty: 3605.729736
	Iteration 54Q: 3 clusters Score -183782.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -183799.406250 Penalty: 3605.729736
	Iteration 55Q: 3 clusters Score -183799.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183808.421875 Penalty: 3605.729736
	Iteration 56Q: 3 clusters Score -183808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183818.437500 Penalty: 3605.729736
	Iteration 57Q: 3 clusters Score -183818.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -183833.000000 Penalty: 3605.729736
	Iteration 58Q: 3 clusters Score -183833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -183844.734375 Penalty: 3605.729736
	Iteration 59Q: 3 clusters Score -183844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183854.453125 Penalty: 3605.729736
	Iteration 60F: 3 clusters Score -183854.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183858.171875 Penalty: 3605.729736
	Iteration 61Q: 3 clusters Score -183858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183861.781250 Penalty: 3605.729736
	Iteration 62Q: 3 clusters Score -183861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183863.562500 Penalty: 3605.729736
	Iteration 63Q: 3 clusters Score -183863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -183864.703125 Penalty: 3605.729736
	Iteration 64Q: 3 clusters Score -183864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183867.343750 Penalty: 3605.729736
	Iteration 65Q: 3 clusters Score -183867.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183870.906250 Penalty: 3605.729736
	Iteration 66Q: 3 clusters Score -183870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -183875.093750 Penalty: 3605.729736
	Iteration 67Q: 3 clusters Score -183875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183876.000000 Penalty: 3605.729736
	Iteration 68Q: 3 clusters Score -183876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183876.000000 Penalty: 3605.729736
	Iteration 69F: 3 clusters Score -183876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -404234.187500 Penalty: 2025.291992
	Iteration 0F: 2 clusters Score -404234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -400680.562500 Penalty: 4050.583984
	Iteration 0F: 3 clusters Score -400680.6 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -401476.625000 Penalty: 4050.583984
	Iteration 1F: 3 clusters Score -401476.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -401680.125000 Penalty: 4050.583984
	Iteration 2F: 3 clusters Score -401680.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -401799.843750 Penalty: 4050.583984
	Iteration 3F: 3 clusters Score -401799.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -401889.406250 Penalty: 4050.583984
	Iteration 4Q: 3 clusters Score -401889.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -401961.875000 Penalty: 4050.583984
	Iteration 5Q: 3 clusters Score -401961.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -402021.750000 Penalty: 4050.583984
	Iteration 6Q: 3 clusters Score -402021.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -402062.375000 Penalty: 4050.583984
	Iteration 7Q: 3 clusters Score -402062.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -402097.031250 Penalty: 4050.583984
	Iteration 8Q: 3 clusters Score -402097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -402130.125000 Penalty: 4050.583984
	Iteration 9Q: 3 clusters Score -402130.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -402157.500000 Penalty: 4050.583984
	Iteration 10Q: 3 clusters Score -402157.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -402184.187500 Penalty: 4050.583984
	Iteration 11Q: 3 clusters Score -402184.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -402213.312500 Penalty: 4050.583984
	Iteration 12Q: 3 clusters Score -402213.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -402240.125000 Penalty: 4050.583984
	Iteration 13Q: 3 clusters Score -402240.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -402257.656250 Penalty: 4050.583984
	Iteration 14Q: 3 clusters Score -402257.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -402272.687500 Penalty: 4050.583984
	Iteration 15Q: 3 clusters Score -402272.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -402283.218750 Penalty: 4050.583984
	Iteration 16Q: 3 clusters Score -402283.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -402293.031250 Penalty: 4050.583984
	Iteration 17Q: 3 clusters Score -402293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -402305.093750 Penalty: 4050.583984
	Iteration 18Q: 3 clusters Score -402305.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -402313.093750 Penalty: 4050.583984
	Iteration 19Q: 3 clusters Score -402313.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -402320.343750 Penalty: 4050.583984
	Iteration 20F: 3 clusters Score -402320.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -402326.937500 Penalty: 4050.583984
	Iteration 21Q: 3 clusters Score -402326.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -402337.093750 Penalty: 4050.583984
	Iteration 22Q: 3 clusters Score -402337.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -402348.843750 Penalty: 4050.583984
	Iteration 23Q: 3 clusters Score -402348.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -402361.687500 Penalty: 4050.583984
	Iteration 24Q: 3 clusters Score -402361.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -402372.718750 Penalty: 4050.583984
	Iteration 25Q: 3 clusters Score -402372.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -402386.468750 Penalty: 4050.583984
	Iteration 26Q: 3 clusters Score -402386.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -402398.312500 Penalty: 4050.583984
	Iteration 27Q: 3 clusters Score -402398.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -402408.562500 Penalty: 4050.583984
	Iteration 28Q: 3 clusters Score -402408.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -402420.062500 Penalty: 4050.583984
	Iteration 29Q: 3 clusters Score -402420.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -402429.125000 Penalty: 4050.583984
	Iteration 30Q: 3 clusters Score -402429.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -402439.281250 Penalty: 4050.583984
	Iteration 31Q: 3 clusters Score -402439.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -402443.968750 Penalty: 4050.583984
	Iteration 32Q: 3 clusters Score -402444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -402446.437500 Penalty: 4050.583984
	Iteration 33Q: 3 clusters Score -402446.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -402448.718750 Penalty: 4050.583984
	Iteration 34Q: 3 clusters Score -402448.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -402452.281250 Penalty: 4050.583984
	Iteration 35Q: 3 clusters Score -402452.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -402459.937500 Penalty: 4050.583984
	Iteration 36Q: 3 clusters Score -402459.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -402464.656250 Penalty: 4050.583984
	Iteration 37Q: 3 clusters Score -402464.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -402470.937500 Penalty: 4050.583984
	Iteration 38Q: 3 clusters Score -402470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -402473.156250 Penalty: 4050.583984
	Iteration 39Q: 3 clusters Score -402473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -402477.906250 Penalty: 4050.583984
	Iteration 40F: 3 clusters Score -402477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -402479.156250 Penalty: 4050.583984
	Iteration 41Q: 3 clusters Score -402479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -402483.343750 Penalty: 4050.583984
	Iteration 42Q: 3 clusters Score -402483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -402490.125000 Penalty: 4050.583984
	Iteration 43Q: 3 clusters Score -402490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -402494.281250 Penalty: 4050.583984
	Iteration 44Q: 3 clusters Score -402494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -402496.906250 Penalty: 4050.583984
	Iteration 45Q: 3 clusters Score -402496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -402498.062500 Penalty: 4050.583984
	Iteration 46Q: 3 clusters Score -402498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -402498.031250 Penalty: 4050.583984
	Iteration 47Q: 3 clusters Score -402498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -402499.062500 Penalty: 4050.583984
	Iteration 48Q: 3 clusters Score -402499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -402500.906250 Penalty: 4050.583984
	Iteration 49Q: 3 clusters Score -402500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -402501.875000 Penalty: 4050.583984
	Iteration 50Q: 3 clusters Score -402501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -402501.875000 Penalty: 4050.583984
	Iteration 51F: 3 clusters Score -402501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Entering Unmasked Estep 
Score: -5151162.000000 Penalty: 2625.917236
	Iteration 0F: 2 clusters Score -5151162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5124387.000000 Penalty: 5251.834473
	Iteration 0F: 3 clusters Score -5124387 nChanged 18222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -5134291.500000 Penalty: 5251.834473
	Iteration 1F: 3 clusters Score -5134292 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5134743.500000 Penalty: 5251.834473
	Iteration 2Q: 3 clusters Score -5134744 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -5135164.000000 Penalty: 5251.834473
	Iteration 3Q: 3 clusters Score -5135164 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -5135666.500000 Penalty: 5251.834473
	Iteration 4Q: 3 clusters Score -5135666 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5136155.000000 Penalty: 5251.834473
	Iteration 5Q: 3 clusters Score -5136155 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -5136697.000000 Penalty: 5251.834473
	Iteration 6Q: 3 clusters Score -5136697 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -5137365.000000 Penalty: 5251.834473
	Iteration 7Q: 3 clusters Score -5137365 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5138223.000000 Penalty: 5251.834473
	Iteration 8Q: 3 clusters Score -5138223 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5139249.000000 Penalty: 5251.834473
	Iteration 9F: 3 clusters Score -5139249 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -5140404.500000 Penalty: 5251.834473
	Iteration 10F: 3 clusters Score -5140404 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5141535.000000 Penalty: 5251.834473
	Iteration 11F: 3 clusters Score -5141535 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -5142393.000000 Penalty: 5251.834473
	Iteration 12Q: 3 clusters Score -5142393 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -5142975.500000 Penalty: 5251.834473
	Iteration 13Q: 3 clusters Score -5142976 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -5143324.000000 Penalty: 5251.834473
	Iteration 14Q: 3 clusters Score -5143324 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -5143600.500000 Penalty: 5251.834473
	Iteration 15Q: 3 clusters Score -5143600 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -5143773.000000 Penalty: 5251.834473
	Iteration 16Q: 3 clusters Score -5143773 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -5143958.000000 Penalty: 5251.834473
	Iteration 17Q: 3 clusters Score -5143958 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -5144148.000000 Penalty: 5251.834473
	Iteration 18Q: 3 clusters Score -5144148 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -5144286.000000 Penalty: 5251.834473
	Iteration 19Q: 3 clusters Score -5144286 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -5144500.000000 Penalty: 5251.834473
	Iteration 20F: 3 clusters Score -5144500 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -5144781.000000 Penalty: 5251.834473
	Iteration 21Q: 3 clusters Score -5144781 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -5145095.000000 Penalty: 5251.834473
	Iteration 22Q: 3 clusters Score -5145095 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5145519.500000 Penalty: 5251.834473
	Iteration 23Q: 3 clusters Score -5145520 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5146116.500000 Penalty: 5251.834473
	Iteration 24Q: 3 clusters Score -5146116 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5146850.000000 Penalty: 5251.834473
	Iteration 25Q: 3 clusters Score -5146850 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5147655.000000 Penalty: 5251.834473
	Iteration 26Q: 3 clusters Score -5147655 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5148222.000000 Penalty: 5251.834473
	Iteration 27Q: 3 clusters Score -5148222 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5148550.000000 Penalty: 5251.834473
	Iteration 28Q: 3 clusters Score -5148550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5148705.000000 Penalty: 5251.834473
	Iteration 29Q: 3 clusters Score -5148705 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5148808.500000 Penalty: 5251.834473
	Iteration 30Q: 3 clusters Score -5148808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5148889.500000 Penalty: 5251.834473
	Iteration 31Q: 3 clusters Score -5148890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5148953.000000 Penalty: 5251.834473
	Iteration 32Q: 3 clusters Score -5148953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5148997.500000 Penalty: 5251.834473
	Iteration 33Q: 3 clusters Score -5148998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5149029.500000 Penalty: 5251.834473
	Iteration 34Q: 3 clusters Score -5149030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5149052.500000 Penalty: 5251.834473
	Iteration 35Q: 3 clusters Score -5149052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5149054.500000 Penalty: 5251.834473
	Iteration 36Q: 3 clusters Score -5149054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5149070.500000 Penalty: 5251.834473
	Iteration 37Q: 3 clusters Score -5149070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5149069.500000 Penalty: 5251.834473
	Iteration 38Q: 3 clusters Score -5149070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5149072.500000 Penalty: 5251.834473
	Iteration 39Q: 3 clusters Score -5149072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5149083.500000 Penalty: 5251.834473
	Iteration 40F: 3 clusters Score -5149084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5149081.000000 Penalty: 5251.834473
	Iteration 41Q: 3 clusters Score -5149081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5149081.000000 Penalty: 5251.834473
	Iteration 42F: 3 clusters Score -5149081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -393412.062500 Penalty: 1996.416138
	Iteration 0F: 2 clusters Score -393412.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -390051.781250 Penalty: 3992.832275
	Iteration 0F: 3 clusters Score -390051.8 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -390751.406250 Penalty: 3992.832275
	Iteration 1F: 3 clusters Score -390751.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -390973.000000 Penalty: 3992.832275
	Iteration 2F: 3 clusters Score -390973 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -391184.656250 Penalty: 3992.832275
	Iteration 3F: 3 clusters Score -391184.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -391471.968750 Penalty: 3992.832275
	Iteration 4F: 3 clusters Score -391472 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -391882.968750 Penalty: 3992.832275
	Iteration 5F: 3 clusters Score -391883 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -392352.125000 Penalty: 3992.832275
	Iteration 6F: 3 clusters Score -392352.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -392732.000000 Penalty: 3992.832275
	Iteration 7F: 3 clusters Score -392732 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -393003.531250 Penalty: 3992.832275
	Iteration 8F: 3 clusters Score -393003.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -393186.625000 Penalty: 3992.832275
	Iteration 9Q: 3 clusters Score -393186.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -393334.062500 Penalty: 3992.832275
	Iteration 10Q: 3 clusters Score -393334.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -393463.437500 Penalty: 3992.832275
	Iteration 11Q: 3 clusters Score -393463.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -393572.062500 Penalty: 3992.832275
	Iteration 12Q: 3 clusters Score -393572.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -393667.562500 Penalty: 3992.832275
	Iteration 13Q: 3 clusters Score -393667.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -393716.687500 Penalty: 3992.832275
	Iteration 14Q: 3 clusters Score -393716.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -393747.468750 Penalty: 3992.832275
	Iteration 15Q: 3 clusters Score -393747.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -393770.375000 Penalty: 3992.832275
	Iteration 16Q: 3 clusters Score -393770.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -393784.781250 Penalty: 3992.832275
	Iteration 17Q: 3 clusters Score -393784.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -393796.968750 Penalty: 3992.832275
	Iteration 18Q: 3 clusters Score -393797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -393804.531250 Penalty: 3992.832275
	Iteration 19Q: 3 clusters Score -393804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -393807.656250 Penalty: 3992.832275
	Iteration 20F: 3 clusters Score -393807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -393808.812500 Penalty: 3992.832275
	Iteration 21Q: 3 clusters Score -393808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -393808.812500 Penalty: 3992.832275
	Iteration 22F: 3 clusters Score -393808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183137 members 
Mstep: Class 3 contains 83902 members 
Mstep: Class 4 contains 221235 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39671 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 47326 members 
Mstep: Class 16 contains 29686 members 
Mstep: Class 17 contains 54611 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159485 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38528 members 
Mstep: Class 31 contains 1920 members 
Entering Unmasked Estep 
Score: -133248944.000000 Penalty: 106424.484375
Splitting cluster 11 changes total score from -133249992.000000 to -133248944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -92156.437500 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -92156.44 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 330 members 
Entering Unmasked Estep 
Score: -90428.984375 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -90428.98 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90634.367188 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -90634.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90709.015625 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -90709.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90755.242188 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -90755.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90764.289062 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -90764.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90775.046875 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -90775.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90792.296875 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -90792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90808.554688 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -90808.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90815.757812 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -90815.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90817.789062 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -90817.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90821.062500 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -90821.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90821.718750 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -90821.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90821.718750 Penalty: 3261.237549
	Iteration 12F: 3 clusters Score -90821.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Entering Unmasked Estep 
Score: -894645.875000 Penalty: 2180.853516
	Iteration 0F: 2 clusters Score -894645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -889095.000000 Penalty: 4361.707031
	Iteration 0F: 3 clusters Score -889095 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -890507.250000 Penalty: 4361.707031
	Iteration 1F: 3 clusters Score -890507.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -890712.312500 Penalty: 4361.707031
	Iteration 2F: 3 clusters Score -890712.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -890838.750000 Penalty: 4361.707031
	Iteration 3Q: 3 clusters Score -890838.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -890918.562500 Penalty: 4361.707031
	Iteration 4Q: 3 clusters Score -890918.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -891000.000000 Penalty: 4361.707031
	Iteration 5Q: 3 clusters Score -891000 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -891058.375000 Penalty: 4361.707031
	Iteration 6Q: 3 clusters Score -891058.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -891090.937500 Penalty: 4361.707031
	Iteration 7Q: 3 clusters Score -891090.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -891120.562500 Penalty: 4361.707031
	Iteration 8Q: 3 clusters Score -891120.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -891149.437500 Penalty: 4361.707031
	Iteration 9Q: 3 clusters Score -891149.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -891171.062500 Penalty: 4361.707031
	Iteration 10Q: 3 clusters Score -891171.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -891186.687500 Penalty: 4361.707031
	Iteration 11Q: 3 clusters Score -891186.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -891210.250000 Penalty: 4361.707031
	Iteration 12Q: 3 clusters Score -891210.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -891231.250000 Penalty: 4361.707031
	Iteration 13Q: 3 clusters Score -891231.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -891248.375000 Penalty: 4361.707031
	Iteration 14Q: 3 clusters Score -891248.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -891264.687500 Penalty: 4361.707031
	Iteration 15Q: 3 clusters Score -891264.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -891280.687500 Penalty: 4361.707031
	Iteration 16Q: 3 clusters Score -891280.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -891302.812500 Penalty: 4361.707031
	Iteration 17Q: 3 clusters Score -891302.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -891323.000000 Penalty: 4361.707031
	Iteration 18Q: 3 clusters Score -891323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -891338.312500 Penalty: 4361.707031
	Iteration 19Q: 3 clusters Score -891338.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -891361.125000 Penalty: 4361.707031
	Iteration 20F: 3 clusters Score -891361.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -891381.937500 Penalty: 4361.707031
	Iteration 21Q: 3 clusters Score -891381.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -891399.312500 Penalty: 4361.707031
	Iteration 22Q: 3 clusters Score -891399.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -891420.000000 Penalty: 4361.707031
	Iteration 23Q: 3 clusters Score -891420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -891437.437500 Penalty: 4361.707031
	Iteration 24Q: 3 clusters Score -891437.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -891451.500000 Penalty: 4361.707031
	Iteration 25Q: 3 clusters Score -891451.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -891469.562500 Penalty: 4361.707031
	Iteration 26Q: 3 clusters Score -891469.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -891490.312500 Penalty: 4361.707031
	Iteration 27Q: 3 clusters Score -891490.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -891522.437500 Penalty: 4361.707031
	Iteration 28Q: 3 clusters Score -891522.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -891560.687500 Penalty: 4361.707031
	Iteration 29Q: 3 clusters Score -891560.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -891597.750000 Penalty: 4361.707031
	Iteration 30Q: 3 clusters Score -891597.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -891637.750000 Penalty: 4361.707031
	Iteration 31Q: 3 clusters Score -891637.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -891674.312500 Penalty: 4361.707031
	Iteration 32Q: 3 clusters Score -891674.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -891728.625000 Penalty: 4361.707031
	Iteration 33Q: 3 clusters Score -891728.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -891782.687500 Penalty: 4361.707031
	Iteration 34Q: 3 clusters Score -891782.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -891827.500000 Penalty: 4361.707031
	Iteration 35Q: 3 clusters Score -891827.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -891876.812500 Penalty: 4361.707031
	Iteration 36Q: 3 clusters Score -891876.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -891935.250000 Penalty: 4361.707031
	Iteration 37Q: 3 clusters Score -891935.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -891990.562500 Penalty: 4361.707031
	Iteration 38Q: 3 clusters Score -891990.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -892052.500000 Penalty: 4361.707031
	Iteration 39Q: 3 clusters Score -892052.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -892125.062500 Penalty: 4361.707031
	Iteration 40F: 3 clusters Score -892125.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -892200.687500 Penalty: 4361.707031
	Iteration 41Q: 3 clusters Score -892200.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -892267.375000 Penalty: 4361.707031
	Iteration 42Q: 3 clusters Score -892267.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -892329.375000 Penalty: 4361.707031
	Iteration 43Q: 3 clusters Score -892329.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -892404.562500 Penalty: 4361.707031
	Iteration 44Q: 3 clusters Score -892404.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -892471.500000 Penalty: 4361.707031
	Iteration 45Q: 3 clusters Score -892471.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -892521.312500 Penalty: 4361.707031
	Iteration 46Q: 3 clusters Score -892521.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -892547.937500 Penalty: 4361.707031
	Iteration 47Q: 3 clusters Score -892547.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -892577.125000 Penalty: 4361.707031
	Iteration 48Q: 3 clusters Score -892577.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -892605.937500 Penalty: 4361.707031
	Iteration 49Q: 3 clusters Score -892605.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -892632.000000 Penalty: 4361.707031
	Iteration 50Q: 3 clusters Score -892632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -892644.937500 Penalty: 4361.707031
	Iteration 51Q: 3 clusters Score -892644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -892649.125000 Penalty: 4361.707031
	Iteration 52Q: 3 clusters Score -892649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -892652.937500 Penalty: 4361.707031
	Iteration 53Q: 3 clusters Score -892652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -892656.937500 Penalty: 4361.707031
	Iteration 54Q: 3 clusters Score -892656.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -892667.750000 Penalty: 4361.707031
	Iteration 55Q: 3 clusters Score -892667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -892676.187500 Penalty: 4361.707031
	Iteration 56Q: 3 clusters Score -892676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -892679.375000 Penalty: 4361.707031
	Iteration 57Q: 3 clusters Score -892679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -892682.812500 Penalty: 4361.707031
	Iteration 58Q: 3 clusters Score -892682.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -892689.000000 Penalty: 4361.707031
	Iteration 59Q: 3 clusters Score -892689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -892692.500000 Penalty: 4361.707031
	Iteration 60F: 3 clusters Score -892692.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -892695.437500 Penalty: 4361.707031
	Iteration 61Q: 3 clusters Score -892695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -892698.125000 Penalty: 4361.707031
	Iteration 62Q: 3 clusters Score -892698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -892700.000000 Penalty: 4361.707031
	Iteration 63Q: 3 clusters Score -892700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -892700.187500 Penalty: 4361.707031
	Iteration 64Q: 3 clusters Score -892700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -892700.187500 Penalty: 4361.707031
	Iteration 65F: 3 clusters Score -892700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Entering Unmasked Estep 
Score: -1390826.500000 Penalty: 2298.825439
	Iteration 0F: 2 clusters Score -1390826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1382752.750000 Penalty: 4597.650879
	Iteration 0F: 3 clusters Score -1382753 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1385116.375000 Penalty: 4597.650879
	Iteration 1F: 3 clusters Score -1385116 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1385403.375000 Penalty: 4597.650879
	Iteration 2F: 3 clusters Score -1385403 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1385608.750000 Penalty: 4597.650879
	Iteration 3Q: 3 clusters Score -1385609 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1385742.750000 Penalty: 4597.650879
	Iteration 4Q: 3 clusters Score -1385743 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1385822.500000 Penalty: 4597.650879
	Iteration 5Q: 3 clusters Score -1385822 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1385886.000000 Penalty: 4597.650879
	Iteration 6Q: 3 clusters Score -1385886 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1385929.625000 Penalty: 4597.650879
	Iteration 7Q: 3 clusters Score -1385930 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1385970.250000 Penalty: 4597.650879
	Iteration 8Q: 3 clusters Score -1385970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1386008.000000 Penalty: 4597.650879
	Iteration 9Q: 3 clusters Score -1386008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1386033.375000 Penalty: 4597.650879
	Iteration 10Q: 3 clusters Score -1386033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1386055.500000 Penalty: 4597.650879
	Iteration 11Q: 3 clusters Score -1386056 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1386078.375000 Penalty: 4597.650879
	Iteration 12Q: 3 clusters Score -1386078 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1386091.375000 Penalty: 4597.650879
	Iteration 13Q: 3 clusters Score -1386091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1386114.375000 Penalty: 4597.650879
	Iteration 14Q: 3 clusters Score -1386114 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1386137.125000 Penalty: 4597.650879
	Iteration 15Q: 3 clusters Score -1386137 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1386164.875000 Penalty: 4597.650879
	Iteration 16Q: 3 clusters Score -1386165 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1386190.125000 Penalty: 4597.650879
	Iteration 17Q: 3 clusters Score -1386190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1386230.250000 Penalty: 4597.650879
	Iteration 18Q: 3 clusters Score -1386230 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1386267.875000 Penalty: 4597.650879
	Iteration 19Q: 3 clusters Score -1386268 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1386333.125000 Penalty: 4597.650879
	Iteration 20F: 3 clusters Score -1386333 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1386412.625000 Penalty: 4597.650879
	Iteration 21Q: 3 clusters Score -1386413 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1386500.125000 Penalty: 4597.650879
	Iteration 22Q: 3 clusters Score -1386500 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1386613.375000 Penalty: 4597.650879
	Iteration 23Q: 3 clusters Score -1386613 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1386758.250000 Penalty: 4597.650879
	Iteration 24Q: 3 clusters Score -1386758 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1386928.125000 Penalty: 4597.650879
	Iteration 25Q: 3 clusters Score -1386928 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1387143.875000 Penalty: 4597.650879
	Iteration 26Q: 3 clusters Score -1387144 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1387389.500000 Penalty: 4597.650879
	Iteration 27Q: 3 clusters Score -1387390 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1387666.125000 Penalty: 4597.650879
	Iteration 28Q: 3 clusters Score -1387666 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1387920.375000 Penalty: 4597.650879
	Iteration 29Q: 3 clusters Score -1387920 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1388114.375000 Penalty: 4597.650879
	Iteration 30Q: 3 clusters Score -1388114 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1388313.500000 Penalty: 4597.650879
	Iteration 31Q: 3 clusters Score -1388314 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1388456.125000 Penalty: 4597.650879
	Iteration 32Q: 3 clusters Score -1388456 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1388545.875000 Penalty: 4597.650879
	Iteration 33Q: 3 clusters Score -1388546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1388605.500000 Penalty: 4597.650879
	Iteration 34Q: 3 clusters Score -1388606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1388656.875000 Penalty: 4597.650879
	Iteration 35Q: 3 clusters Score -1388657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1388686.250000 Penalty: 4597.650879
	Iteration 36Q: 3 clusters Score -1388686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1388706.875000 Penalty: 4597.650879
	Iteration 37Q: 3 clusters Score -1388707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1388732.875000 Penalty: 4597.650879
	Iteration 38Q: 3 clusters Score -1388733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1388753.625000 Penalty: 4597.650879
	Iteration 39Q: 3 clusters Score -1388754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1388764.250000 Penalty: 4597.650879
	Iteration 40F: 3 clusters Score -1388764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1388779.625000 Penalty: 4597.650879
	Iteration 41Q: 3 clusters Score -1388780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1388792.750000 Penalty: 4597.650879
	Iteration 42Q: 3 clusters Score -1388793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1388802.625000 Penalty: 4597.650879
	Iteration 43Q: 3 clusters Score -1388803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1388811.500000 Penalty: 4597.650879
	Iteration 44Q: 3 clusters Score -1388812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1388815.000000 Penalty: 4597.650879
	Iteration 45Q: 3 clusters Score -1388815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1388816.750000 Penalty: 4597.650879
	Iteration 46Q: 3 clusters Score -1388817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1388818.750000 Penalty: 4597.650879
	Iteration 47Q: 3 clusters Score -1388819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1388821.500000 Penalty: 4597.650879
	Iteration 48Q: 3 clusters Score -1388822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1388821.500000 Penalty: 4597.650879
	Iteration 49F: 3 clusters Score -1388822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Entering Unmasked Estep 
Score: -5866205.000000 Penalty: 2669.674316
	Iteration 0F: 2 clusters Score -5866205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -5834331.500000 Penalty: 5339.348633
	Iteration 0F: 3 clusters Score -5834332 nChanged 21761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5846350.000000 Penalty: 5339.348633
	Iteration 1F: 3 clusters Score -5846350 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5847034.500000 Penalty: 5339.348633
	Iteration 2Q: 3 clusters Score -5847034 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5847778.000000 Penalty: 5339.348633
	Iteration 3Q: 3 clusters Score -5847778 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5848510.000000 Penalty: 5339.348633
	Iteration 4Q: 3 clusters Score -5848510 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5849343.500000 Penalty: 5339.348633
	Iteration 5Q: 3 clusters Score -5849344 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -5850267.500000 Penalty: 5339.348633
	Iteration 6Q: 3 clusters Score -5850268 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -5851357.500000 Penalty: 5339.348633
	Iteration 7Q: 3 clusters Score -5851358 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5852599.500000 Penalty: 5339.348633
	Iteration 8F: 3 clusters Score -5852600 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -5854008.000000 Penalty: 5339.348633
	Iteration 9F: 3 clusters Score -5854008 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -5855657.000000 Penalty: 5339.348633
	Iteration 10F: 3 clusters Score -5855657 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5857475.000000 Penalty: 5339.348633
	Iteration 11Q: 3 clusters Score -5857475 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -5859077.000000 Penalty: 5339.348633
	Iteration 12Q: 3 clusters Score -5859077 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -5860342.000000 Penalty: 5339.348633
	Iteration 13Q: 3 clusters Score -5860342 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -5861148.500000 Penalty: 5339.348633
	Iteration 14Q: 3 clusters Score -5861148 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -5861611.000000 Penalty: 5339.348633
	Iteration 15Q: 3 clusters Score -5861611 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -5861930.000000 Penalty: 5339.348633
	Iteration 16Q: 3 clusters Score -5861930 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -5862203.000000 Penalty: 5339.348633
	Iteration 17Q: 3 clusters Score -5862203 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -5862364.000000 Penalty: 5339.348633
	Iteration 18Q: 3 clusters Score -5862364 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -5862527.000000 Penalty: 5339.348633
	Iteration 19Q: 3 clusters Score -5862527 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -5862654.500000 Penalty: 5339.348633
	Iteration 20F: 3 clusters Score -5862654 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -5862746.500000 Penalty: 5339.348633
	Iteration 21Q: 3 clusters Score -5862746 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -5862834.500000 Penalty: 5339.348633
	Iteration 22Q: 3 clusters Score -5862834 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -5862911.000000 Penalty: 5339.348633
	Iteration 23Q: 3 clusters Score -5862911 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -5862989.500000 Penalty: 5339.348633
	Iteration 24Q: 3 clusters Score -5862990 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5863075.000000 Penalty: 5339.348633
	Iteration 25Q: 3 clusters Score -5863075 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -5863131.000000 Penalty: 5339.348633
	Iteration 26Q: 3 clusters Score -5863131 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -5863194.000000 Penalty: 5339.348633
	Iteration 27Q: 3 clusters Score -5863194 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -5863230.000000 Penalty: 5339.348633
	Iteration 28Q: 3 clusters Score -5863230 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -5863277.500000 Penalty: 5339.348633
	Iteration 29Q: 3 clusters Score -5863278 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5863315.000000 Penalty: 5339.348633
	Iteration 30Q: 3 clusters Score -5863315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -5863350.000000 Penalty: 5339.348633
	Iteration 31Q: 3 clusters Score -5863350 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5863396.000000 Penalty: 5339.348633
	Iteration 32Q: 3 clusters Score -5863396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5863449.000000 Penalty: 5339.348633
	Iteration 33Q: 3 clusters Score -5863449 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5863464.000000 Penalty: 5339.348633
	Iteration 34Q: 3 clusters Score -5863464 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -5863500.500000 Penalty: 5339.348633
	Iteration 35Q: 3 clusters Score -5863500 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5863542.500000 Penalty: 5339.348633
	Iteration 36Q: 3 clusters Score -5863542 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5863605.000000 Penalty: 5339.348633
	Iteration 37Q: 3 clusters Score -5863605 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -5863644.000000 Penalty: 5339.348633
	Iteration 38Q: 3 clusters Score -5863644 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -5863716.000000 Penalty: 5339.348633
	Iteration 39Q: 3 clusters Score -5863716 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5863823.000000 Penalty: 5339.348633
	Iteration 40F: 3 clusters Score -5863823 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5863933.000000 Penalty: 5339.348633
	Iteration 41Q: 3 clusters Score -5863933 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5864009.000000 Penalty: 5339.348633
	Iteration 42Q: 3 clusters Score -5864009 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5864083.500000 Penalty: 5339.348633
	Iteration 43Q: 3 clusters Score -5864084 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5864157.500000 Penalty: 5339.348633
	Iteration 44Q: 3 clusters Score -5864158 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5864205.500000 Penalty: 5339.348633
	Iteration 45Q: 3 clusters Score -5864206 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5864252.000000 Penalty: 5339.348633
	Iteration 46Q: 3 clusters Score -5864252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5864267.000000 Penalty: 5339.348633
	Iteration 47Q: 3 clusters Score -5864267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5864296.500000 Penalty: 5339.348633
	Iteration 48Q: 3 clusters Score -5864296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5864298.000000 Penalty: 5339.348633
	Iteration 49Q: 3 clusters Score -5864298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5864310.500000 Penalty: 5339.348633
	Iteration 50Q: 3 clusters Score -5864310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5864324.000000 Penalty: 5339.348633
	Iteration 51Q: 3 clusters Score -5864324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5864337.000000 Penalty: 5339.348633
	Iteration 52Q: 3 clusters Score -5864337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5864358.500000 Penalty: 5339.348633
	Iteration 53Q: 3 clusters Score -5864358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5864355.500000 Penalty: 5339.348633
	Iteration 54Q: 3 clusters Score -5864356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5864365.000000 Penalty: 5339.348633
	Iteration 55Q: 3 clusters Score -5864365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5864370.000000 Penalty: 5339.348633
	Iteration 56Q: 3 clusters Score -5864370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5864384.500000 Penalty: 5339.348633
	Iteration 57Q: 3 clusters Score -5864384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5864389.500000 Penalty: 5339.348633
	Iteration 58Q: 3 clusters Score -5864390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5864395.000000 Penalty: 5339.348633
	Iteration 59Q: 3 clusters Score -5864395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5864393.000000 Penalty: 5339.348633
	Iteration 60F: 3 clusters Score -5864393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5864390.000000 Penalty: 5339.348633
	Iteration 61Q: 3 clusters Score -5864390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5864383.000000 Penalty: 5339.348633
	Iteration 62Q: 3 clusters Score -5864383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5864396.500000 Penalty: 5339.348633
	Iteration 63Q: 3 clusters Score -5864396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5864395.500000 Penalty: 5339.348633
	Iteration 64Q: 3 clusters Score -5864396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5864398.000000 Penalty: 5339.348633
	Iteration 65Q: 3 clusters Score -5864398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5864414.000000 Penalty: 5339.348633
	Iteration 66Q: 3 clusters Score -5864414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5864409.000000 Penalty: 5339.348633
	Iteration 67Q: 3 clusters Score -5864409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5864409.000000 Penalty: 5339.348633
	Iteration 68Q: 3 clusters Score -5864409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5864407.500000 Penalty: 5339.348633
	Iteration 69Q: 3 clusters Score -5864408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5864415.000000 Penalty: 5339.348633
	Iteration 70Q: 3 clusters Score -5864415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5864423.000000 Penalty: 5339.348633
	Iteration 71Q: 3 clusters Score -5864423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5864416.000000 Penalty: 5339.348633
	Iteration 72Q: 3 clusters Score -5864416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5864417.500000 Penalty: 5339.348633
	Iteration 73Q: 3 clusters Score -5864418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5864417.000000 Penalty: 5339.348633
	Iteration 74Q: 3 clusters Score -5864417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5864420.500000 Penalty: 5339.348633
	Iteration 75Q: 3 clusters Score -5864420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5864422.500000 Penalty: 5339.348633
	Iteration 76Q: 3 clusters Score -5864422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5864425.000000 Penalty: 5339.348633
	Iteration 77Q: 3 clusters Score -5864425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5864423.000000 Penalty: 5339.348633
	Iteration 78Q: 3 clusters Score -5864423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5864423.500000 Penalty: 5339.348633
	Iteration 79Q: 3 clusters Score -5864424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5864426.000000 Penalty: 5339.348633
	Iteration 80F: 3 clusters Score -5864426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Entering Unmasked Estep 
Score: -3998928.750000 Penalty: 2554.010742
	Iteration 0F: 2 clusters Score -3998929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3978566.750000 Penalty: 5108.021484
	Iteration 0F: 3 clusters Score -3978567 nChanged 13416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3985907.750000 Penalty: 5108.021484
	Iteration 1F: 3 clusters Score -3985908 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3986456.250000 Penalty: 5108.021484
	Iteration 2F: 3 clusters Score -3986456 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3986939.500000 Penalty: 5108.021484
	Iteration 3Q: 3 clusters Score -3986940 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3987468.750000 Penalty: 5108.021484
	Iteration 4Q: 3 clusters Score -3987469 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3988145.750000 Penalty: 5108.021484
	Iteration 5Q: 3 clusters Score -3988146 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3989152.500000 Penalty: 5108.021484
	Iteration 6F: 3 clusters Score -3989152 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3990585.250000 Penalty: 5108.021484
	Iteration 7F: 3 clusters Score -3990585 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3992186.250000 Penalty: 5108.021484
	Iteration 8F: 3 clusters Score -3992186 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3993867.750000 Penalty: 5108.021484
	Iteration 9F: 3 clusters Score -3993868 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3995173.500000 Penalty: 5108.021484
	Iteration 10Q: 3 clusters Score -3995174 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3995964.750000 Penalty: 5108.021484
	Iteration 11Q: 3 clusters Score -3995965 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3996340.750000 Penalty: 5108.021484
	Iteration 12Q: 3 clusters Score -3996341 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3996493.500000 Penalty: 5108.021484
	Iteration 13Q: 3 clusters Score -3996494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3996557.750000 Penalty: 5108.021484
	Iteration 14Q: 3 clusters Score -3996558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3996600.500000 Penalty: 5108.021484
	Iteration 15Q: 3 clusters Score -3996600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3996631.750000 Penalty: 5108.021484
	Iteration 16Q: 3 clusters Score -3996632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3996657.000000 Penalty: 5108.021484
	Iteration 17Q: 3 clusters Score -3996657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3996672.500000 Penalty: 5108.021484
	Iteration 18Q: 3 clusters Score -3996672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3996681.000000 Penalty: 5108.021484
	Iteration 19Q: 3 clusters Score -3996681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3996682.000000 Penalty: 5108.021484
	Iteration 20F: 3 clusters Score -3996682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3996686.750000 Penalty: 5108.021484
	Iteration 21Q: 3 clusters Score -3996687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3996692.000000 Penalty: 5108.021484
	Iteration 22Q: 3 clusters Score -3996692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3996692.000000 Penalty: 5108.021484
	Iteration 23F: 3 clusters Score -3996692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Entering Unmasked Estep 
Score: -7290415.000000 Penalty: 2705.181641
	Iteration 0F: 2 clusters Score -7290415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -7253717.000000 Penalty: 5410.363281
	Iteration 0F: 3 clusters Score -7253717 nChanged 25224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -7267642.500000 Penalty: 5410.363281
	Iteration 1F: 3 clusters Score -7267642 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -7268502.000000 Penalty: 5410.363281
	Iteration 2Q: 3 clusters Score -7268502 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -7269497.000000 Penalty: 5410.363281
	Iteration 3Q: 3 clusters Score -7269497 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -7271085.500000 Penalty: 5410.363281
	Iteration 4F: 3 clusters Score -7271086 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -7273247.500000 Penalty: 5410.363281
	Iteration 5F: 3 clusters Score -7273248 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -7275888.000000 Penalty: 5410.363281
	Iteration 6F: 3 clusters Score -7275888 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -7278861.500000 Penalty: 5410.363281
	Iteration 7F: 3 clusters Score -7278862 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -7281758.000000 Penalty: 5410.363281
	Iteration 8F: 3 clusters Score -7281758 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -7284089.000000 Penalty: 5410.363281
	Iteration 9Q: 3 clusters Score -7284089 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -7285420.000000 Penalty: 5410.363281
	Iteration 10Q: 3 clusters Score -7285420 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -7286122.000000 Penalty: 5410.363281
	Iteration 11Q: 3 clusters Score -7286122 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -7286459.500000 Penalty: 5410.363281
	Iteration 12Q: 3 clusters Score -7286460 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -7286691.000000 Penalty: 5410.363281
	Iteration 13Q: 3 clusters Score -7286691 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -7286859.000000 Penalty: 5410.363281
	Iteration 14Q: 3 clusters Score -7286859 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -7287016.500000 Penalty: 5410.363281
	Iteration 15Q: 3 clusters Score -7287016 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -7287118.000000 Penalty: 5410.363281
	Iteration 16Q: 3 clusters Score -7287118 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7287229.500000 Penalty: 5410.363281
	Iteration 17Q: 3 clusters Score -7287230 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -7287312.500000 Penalty: 5410.363281
	Iteration 18Q: 3 clusters Score -7287312 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -7287359.000000 Penalty: 5410.363281
	Iteration 19Q: 3 clusters Score -7287359 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -7287402.000000 Penalty: 5410.363281
	Iteration 20F: 3 clusters Score -7287402 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7287475.500000 Penalty: 5410.363281
	Iteration 21Q: 3 clusters Score -7287476 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -7287524.000000 Penalty: 5410.363281
	Iteration 22Q: 3 clusters Score -7287524 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -7287578.500000 Penalty: 5410.363281
	Iteration 23Q: 3 clusters Score -7287578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7287646.500000 Penalty: 5410.363281
	Iteration 24Q: 3 clusters Score -7287646 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -7287701.500000 Penalty: 5410.363281
	Iteration 25Q: 3 clusters Score -7287702 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7287735.500000 Penalty: 5410.363281
	Iteration 26Q: 3 clusters Score -7287736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -7287746.000000 Penalty: 5410.363281
	Iteration 27Q: 3 clusters Score -7287746 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -7287783.500000 Penalty: 5410.363281
	Iteration 28Q: 3 clusters Score -7287784 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -7287824.000000 Penalty: 5410.363281
	Iteration 29Q: 3 clusters Score -7287824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7287843.500000 Penalty: 5410.363281
	Iteration 30Q: 3 clusters Score -7287844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7287848.000000 Penalty: 5410.363281
	Iteration 31Q: 3 clusters Score -7287848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7287873.500000 Penalty: 5410.363281
	Iteration 32Q: 3 clusters Score -7287874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7287892.000000 Penalty: 5410.363281
	Iteration 33Q: 3 clusters Score -7287892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7287900.000000 Penalty: 5410.363281
	Iteration 34Q: 3 clusters Score -7287900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7287895.500000 Penalty: 5410.363281
	Iteration 35Q: 3 clusters Score -7287896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7287922.000000 Penalty: 5410.363281
	Iteration 36Q: 3 clusters Score -7287922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -7287931.000000 Penalty: 5410.363281
	Iteration 37Q: 3 clusters Score -7287931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7287947.000000 Penalty: 5410.363281
	Iteration 38Q: 3 clusters Score -7287947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7287955.500000 Penalty: 5410.363281
	Iteration 39Q: 3 clusters Score -7287956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7287969.000000 Penalty: 5410.363281
	Iteration 40F: 3 clusters Score -7287969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -7287987.000000 Penalty: 5410.363281
	Iteration 41Q: 3 clusters Score -7287987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7288006.000000 Penalty: 5410.363281
	Iteration 42Q: 3 clusters Score -7288006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -7288021.500000 Penalty: 5410.363281
	Iteration 43Q: 3 clusters Score -7288022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7288028.000000 Penalty: 5410.363281
	Iteration 44Q: 3 clusters Score -7288028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7288029.500000 Penalty: 5410.363281
	Iteration 45Q: 3 clusters Score -7288030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7288024.500000 Penalty: 5410.363281
	Iteration 46Q: 3 clusters Score -7288024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7288037.500000 Penalty: 5410.363281
	Iteration 47Q: 3 clusters Score -7288038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7288049.500000 Penalty: 5410.363281
	Iteration 48Q: 3 clusters Score -7288050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7288055.000000 Penalty: 5410.363281
	Iteration 49Q: 3 clusters Score -7288055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7288066.000000 Penalty: 5410.363281
	Iteration 50Q: 3 clusters Score -7288066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7288063.000000 Penalty: 5410.363281
	Iteration 51Q: 3 clusters Score -7288063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7288062.500000 Penalty: 5410.363281
	Iteration 52Q: 3 clusters Score -7288062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7288070.000000 Penalty: 5410.363281
	Iteration 53Q: 3 clusters Score -7288070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7288082.000000 Penalty: 5410.363281
	Iteration 54Q: 3 clusters Score -7288082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7288080.000000 Penalty: 5410.363281
	Iteration 55Q: 3 clusters Score -7288080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7288085.000000 Penalty: 5410.363281
	Iteration 56Q: 3 clusters Score -7288085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7288089.000000 Penalty: 5410.363281
	Iteration 57Q: 3 clusters Score -7288089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7288094.000000 Penalty: 5410.363281
	Iteration 58Q: 3 clusters Score -7288094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7288093.000000 Penalty: 5410.363281
	Iteration 59Q: 3 clusters Score -7288093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7288087.500000 Penalty: 5410.363281
	Iteration 60F: 3 clusters Score -7288088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7288084.500000 Penalty: 5410.363281
	Iteration 61Q: 3 clusters Score -7288084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7288083.500000 Penalty: 5410.363281
	Iteration 62Q: 3 clusters Score -7288084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7288089.500000 Penalty: 5410.363281
	Iteration 63Q: 3 clusters Score -7288090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7288093.500000 Penalty: 5410.363281
	Iteration 64Q: 3 clusters Score -7288094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7288112.000000 Penalty: 5410.363281
	Iteration 65Q: 3 clusters Score -7288112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -7288119.500000 Penalty: 5410.363281
	Iteration 66Q: 3 clusters Score -7288120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7288112.500000 Penalty: 5410.363281
	Iteration 67Q: 3 clusters Score -7288112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7288129.000000 Penalty: 5410.363281
	Iteration 68Q: 3 clusters Score -7288129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7288131.500000 Penalty: 5410.363281
	Iteration 69Q: 3 clusters Score -7288132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7288137.500000 Penalty: 5410.363281
	Iteration 70Q: 3 clusters Score -7288138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7288139.000000 Penalty: 5410.363281
	Iteration 71Q: 3 clusters Score -7288139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7288134.500000 Penalty: 5410.363281
	Iteration 72Q: 3 clusters Score -7288134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7288145.000000 Penalty: 5410.363281
	Iteration 73Q: 3 clusters Score -7288145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7288146.500000 Penalty: 5410.363281
	Iteration 74Q: 3 clusters Score -7288146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7288142.500000 Penalty: 5410.363281
	Iteration 75Q: 3 clusters Score -7288142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7288141.000000 Penalty: 5410.363281
	Iteration 76Q: 3 clusters Score -7288141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7288142.500000 Penalty: 5410.363281
	Iteration 77Q: 3 clusters Score -7288142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7288151.500000 Penalty: 5410.363281
	Iteration 78Q: 3 clusters Score -7288152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7288145.000000 Penalty: 5410.363281
	Iteration 79Q: 3 clusters Score -7288145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7288148.000000 Penalty: 5410.363281
	Iteration 80F: 3 clusters Score -7288148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7288144.500000 Penalty: 5410.363281
	Iteration 81Q: 3 clusters Score -7288144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7288139.500000 Penalty: 5410.363281
	Iteration 82Q: 3 clusters Score -7288140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7288152.000000 Penalty: 5410.363281
	Iteration 83Q: 3 clusters Score -7288152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7288160.000000 Penalty: 5410.363281
	Iteration 84Q: 3 clusters Score -7288160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7288158.500000 Penalty: 5410.363281
	Iteration 85Q: 3 clusters Score -7288158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7288161.500000 Penalty: 5410.363281
	Iteration 86Q: 3 clusters Score -7288162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7288161.000000 Penalty: 5410.363281
	Iteration 87Q: 3 clusters Score -7288161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7288159.000000 Penalty: 5410.363281
	Iteration 88Q: 3 clusters Score -7288159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7288168.000000 Penalty: 5410.363281
	Iteration 89Q: 3 clusters Score -7288168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7288163.500000 Penalty: 5410.363281
	Iteration 90Q: 3 clusters Score -7288164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7288163.000000 Penalty: 5410.363281
	Iteration 91Q: 3 clusters Score -7288163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7288153.500000 Penalty: 5410.363281
	Iteration 92Q: 3 clusters Score -7288154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7288159.500000 Penalty: 5410.363281
	Iteration 93Q: 3 clusters Score -7288160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7288159.000000 Penalty: 5410.363281
	Iteration 94Q: 3 clusters Score -7288159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7288153.500000 Penalty: 5410.363281
	Iteration 95Q: 3 clusters Score -7288154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7288155.000000 Penalty: 5410.363281
	Iteration 96Q: 3 clusters Score -7288155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7288157.000000 Penalty: 5410.363281
	Iteration 97Q: 3 clusters Score -7288157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7288155.500000 Penalty: 5410.363281
	Iteration 98Q: 3 clusters Score -7288156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7288156.500000 Penalty: 5410.363281
	Iteration 99Q: 3 clusters Score -7288156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7288159.000000 Penalty: 5410.363281
	Iteration 100F: 3 clusters Score -7288159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7288156.000000 Penalty: 5410.363281
	Iteration 101Q: 3 clusters Score -7288156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7288156.000000 Penalty: 5410.363281
	Iteration 102F: 3 clusters Score -7288156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26907.894531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -26907.89 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 141 members 
Entering Unmasked Estep 
Score: -25780.335938 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -25780.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25871.822266 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -25871.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25888.097656 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -25888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25889.250000 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -25889.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25889.250000 Penalty: 2805.372070
	Iteration 4F: 3 clusters Score -25889.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (159485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159485 members 
Entering Unmasked Estep 
Score: -21204264.000000 Penalty: 2970.966797
	Iteration 0F: 2 clusters Score -2.120426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -21098074.000000 Penalty: 5941.933594
	Iteration 0F: 3 clusters Score -2.109807e+07 nChanged 76151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -21142610.000000 Penalty: 5941.933594
	Iteration 1F: 3 clusters Score -2.114261e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -21143648.000000 Penalty: 5941.933594
	Iteration 2Q: 3 clusters Score -2.114365e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -21145522.000000 Penalty: 5941.933594
	Iteration 3Q: 3 clusters Score -2.114552e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94536 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -21148126.000000 Penalty: 5941.933594
	Iteration 4Q: 3 clusters Score -2.114813e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102333 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -21153146.000000 Penalty: 5941.933594
	Iteration 5F: 3 clusters Score -2.115315e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -21161292.000000 Penalty: 5941.933594
	Iteration 6F: 3 clusters Score -2.116129e+07 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -21173310.000000 Penalty: 5941.933594
	Iteration 7F: 3 clusters Score -2.117331e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136937 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -21185172.000000 Penalty: 5941.933594
	Iteration 8F: 3 clusters Score -2.118517e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145025 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -21193986.000000 Penalty: 5941.933594
	Iteration 9F: 3 clusters Score -2.119399e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -21198646.000000 Penalty: 5941.933594
	Iteration 10Q: 3 clusters Score -2.119865e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151285 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -21200958.000000 Penalty: 5941.933594
	Iteration 11Q: 3 clusters Score -2.120096e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152311 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -21201890.000000 Penalty: 5941.933594
	Iteration 12Q: 3 clusters Score -2.120189e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153037 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -21202294.000000 Penalty: 5941.933594
	Iteration 13Q: 3 clusters Score -2.120229e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153563 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -21202580.000000 Penalty: 5941.933594
	Iteration 14Q: 3 clusters Score -2.120258e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153952 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -21202654.000000 Penalty: 5941.933594
	Iteration 15Q: 3 clusters Score -2.120265e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154252 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -21202752.000000 Penalty: 5941.933594
	Iteration 16Q: 3 clusters Score -2.120275e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154482 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -21202792.000000 Penalty: 5941.933594
	Iteration 17Q: 3 clusters Score -2.120279e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -21202842.000000 Penalty: 5941.933594
	Iteration 18Q: 3 clusters Score -2.120284e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154863 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -21202902.000000 Penalty: 5941.933594
	Iteration 19Q: 3 clusters Score -2.12029e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155001 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -21202952.000000 Penalty: 5941.933594
	Iteration 20F: 3 clusters Score -2.120295e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155118 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -21203006.000000 Penalty: 5941.933594
	Iteration 21Q: 3 clusters Score -2.120301e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -21202984.000000 Penalty: 5941.933594
	Iteration 22Q: 3 clusters Score -2.120298e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -21202952.000000 Penalty: 5941.933594
	Iteration 23Q: 3 clusters Score -2.120295e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -21202988.000000 Penalty: 5941.933594
	Iteration 24Q: 3 clusters Score -2.120299e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155439 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -21202988.000000 Penalty: 5941.933594
	Iteration 25Q: 3 clusters Score -2.120299e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -21203016.000000 Penalty: 5941.933594
	Iteration 26Q: 3 clusters Score -2.120302e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155521 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -21203004.000000 Penalty: 5941.933594
	Iteration 27Q: 3 clusters Score -2.1203e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -21203024.000000 Penalty: 5941.933594
	Iteration 28Q: 3 clusters Score -2.120302e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155596 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -21203028.000000 Penalty: 5941.933594
	Iteration 29Q: 3 clusters Score -2.120303e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155627 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -21203038.000000 Penalty: 5941.933594
	Iteration 30Q: 3 clusters Score -2.120304e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -21203044.000000 Penalty: 5941.933594
	Iteration 31Q: 3 clusters Score -2.120304e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155698 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -21203052.000000 Penalty: 5941.933594
	Iteration 32Q: 3 clusters Score -2.120305e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155727 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -21203014.000000 Penalty: 5941.933594
	Iteration 33Q: 3 clusters Score -2.120301e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155746 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -21203036.000000 Penalty: 5941.933594
	Iteration 34Q: 3 clusters Score -2.120304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155765 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -21203074.000000 Penalty: 5941.933594
	Iteration 35Q: 3 clusters Score -2.120307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155779 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -21203042.000000 Penalty: 5941.933594
	Iteration 36Q: 3 clusters Score -2.120304e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155784 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -21203042.000000 Penalty: 5941.933594
	Iteration 37Q: 3 clusters Score -2.120304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155793 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -21203040.000000 Penalty: 5941.933594
	Iteration 38Q: 3 clusters Score -2.120304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155805 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -21203034.000000 Penalty: 5941.933594
	Iteration 39Q: 3 clusters Score -2.120303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155814 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -21203054.000000 Penalty: 5941.933594
	Iteration 40F: 3 clusters Score -2.120305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155823 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -21203052.000000 Penalty: 5941.933594
	Iteration 41Q: 3 clusters Score -2.120305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -21203072.000000 Penalty: 5941.933594
	Iteration 42Q: 3 clusters Score -2.120307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -21203050.000000 Penalty: 5941.933594
	Iteration 43Q: 3 clusters Score -2.120305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -21203036.000000 Penalty: 5941.933594
	Iteration 44Q: 3 clusters Score -2.120304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155847 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -21203032.000000 Penalty: 5941.933594
	Iteration 45Q: 3 clusters Score -2.120303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155850 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -21203020.000000 Penalty: 5941.933594
	Iteration 46Q: 3 clusters Score -2.120302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155854 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -21203032.000000 Penalty: 5941.933594
	Iteration 47Q: 3 clusters Score -2.120303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155858 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -21203030.000000 Penalty: 5941.933594
	Iteration 48Q: 3 clusters Score -2.120303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -21203026.000000 Penalty: 5941.933594
	Iteration 49Q: 3 clusters Score -2.120303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -21203028.000000 Penalty: 5941.933594
	Iteration 50Q: 3 clusters Score -2.120303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155864 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -21203026.000000 Penalty: 5941.933594
	Iteration 51Q: 3 clusters Score -2.120303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155866 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -21203026.000000 Penalty: 5941.933594
	Iteration 52Q: 3 clusters Score -2.120303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155868 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -21203026.000000 Penalty: 5941.933594
	Iteration 53Q: 3 clusters Score -2.120303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155871 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -21203026.000000 Penalty: 5941.933594
	Iteration 54Q: 3 clusters Score -2.120303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -21203022.000000 Penalty: 5941.933594
	Iteration 55Q: 3 clusters Score -2.120302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -21203024.000000 Penalty: 5941.933594
	Iteration 56Q: 3 clusters Score -2.120302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155875 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21203030.000000 Penalty: 5941.933594
	Iteration 57Q: 3 clusters Score -2.120303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21203032.000000 Penalty: 5941.933594
	Iteration 58Q: 3 clusters Score -2.120303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155875 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21203040.000000 Penalty: 5941.933594
	Iteration 59Q: 3 clusters Score -2.120304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155875 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21203040.000000 Penalty: 5941.933594
	Iteration 60F: 3 clusters Score -2.120304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Entering Unmasked Estep 
Score: -2692016.500000 Penalty: 2455.854004
	Iteration 0F: 2 clusters Score -2692016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2677962.750000 Penalty: 4911.708008
	Iteration 0F: 3 clusters Score -2677963 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2682765.750000 Penalty: 4911.708008
	Iteration 1F: 3 clusters Score -2682766 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2683179.750000 Penalty: 4911.708008
	Iteration 2F: 3 clusters Score -2683180 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2683515.250000 Penalty: 4911.708008
	Iteration 3Q: 3 clusters Score -2683515 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2683797.750000 Penalty: 4911.708008
	Iteration 4Q: 3 clusters Score -2683798 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2684021.250000 Penalty: 4911.708008
	Iteration 5Q: 3 clusters Score -2684021 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2684271.250000 Penalty: 4911.708008
	Iteration 6Q: 3 clusters Score -2684271 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2684547.500000 Penalty: 4911.708008
	Iteration 7Q: 3 clusters Score -2684548 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2684986.750000 Penalty: 4911.708008
	Iteration 8Q: 3 clusters Score -2684987 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2685630.750000 Penalty: 4911.708008
	Iteration 9F: 3 clusters Score -2685631 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2686559.250000 Penalty: 4911.708008
	Iteration 10F: 3 clusters Score -2686559 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2687780.500000 Penalty: 4911.708008
	Iteration 11F: 3 clusters Score -2687780 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2689055.250000 Penalty: 4911.708008
	Iteration 12F: 3 clusters Score -2689055 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2690066.500000 Penalty: 4911.708008
	Iteration 13F: 3 clusters Score -2690066 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2690668.500000 Penalty: 4911.708008
	Iteration 14Q: 3 clusters Score -2690668 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2690994.500000 Penalty: 4911.708008
	Iteration 15Q: 3 clusters Score -2690994 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2691176.000000 Penalty: 4911.708008
	Iteration 16Q: 3 clusters Score -2691176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2691289.000000 Penalty: 4911.708008
	Iteration 17Q: 3 clusters Score -2691289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2691363.750000 Penalty: 4911.708008
	Iteration 18Q: 3 clusters Score -2691364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2691391.500000 Penalty: 4911.708008
	Iteration 19Q: 3 clusters Score -2691392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2691414.750000 Penalty: 4911.708008
	Iteration 20F: 3 clusters Score -2691415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2691423.750000 Penalty: 4911.708008
	Iteration 21Q: 3 clusters Score -2691424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2691427.000000 Penalty: 4911.708008
	Iteration 22Q: 3 clusters Score -2691427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2691435.000000 Penalty: 4911.708008
	Iteration 23Q: 3 clusters Score -2691435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2691433.750000 Penalty: 4911.708008
	Iteration 24Q: 3 clusters Score -2691434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2691433.750000 Penalty: 4911.708008
	Iteration 25F: 3 clusters Score -2691434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Entering Unmasked Estep 
Score: -3830063.750000 Penalty: 2543.742920
	Iteration 0F: 2 clusters Score -3830064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3810461.500000 Penalty: 5087.485840
	Iteration 0F: 3 clusters Score -3810462 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3817248.000000 Penalty: 5087.485840
	Iteration 1F: 3 clusters Score -3817248 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3817701.500000 Penalty: 5087.485840
	Iteration 2Q: 3 clusters Score -3817702 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3818174.750000 Penalty: 5087.485840
	Iteration 3Q: 3 clusters Score -3818175 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3818720.000000 Penalty: 5087.485840
	Iteration 4Q: 3 clusters Score -3818720 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3819484.750000 Penalty: 5087.485840
	Iteration 5Q: 3 clusters Score -3819485 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3820490.750000 Penalty: 5087.485840
	Iteration 6F: 3 clusters Score -3820491 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3821701.500000 Penalty: 5087.485840
	Iteration 7F: 3 clusters Score -3821702 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3822972.250000 Penalty: 5087.485840
	Iteration 8F: 3 clusters Score -3822972 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3824325.250000 Penalty: 5087.485840
	Iteration 9F: 3 clusters Score -3824325 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3825605.750000 Penalty: 5087.485840
	Iteration 10F: 3 clusters Score -3825606 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3826704.500000 Penalty: 5087.485840
	Iteration 11F: 3 clusters Score -3826704 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3827565.250000 Penalty: 5087.485840
	Iteration 12Q: 3 clusters Score -3827565 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3828228.250000 Penalty: 5087.485840
	Iteration 13Q: 3 clusters Score -3828228 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3828699.500000 Penalty: 5087.485840
	Iteration 14Q: 3 clusters Score -3828700 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3829032.250000 Penalty: 5087.485840
	Iteration 15Q: 3 clusters Score -3829032 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3829242.500000 Penalty: 5087.485840
	Iteration 16Q: 3 clusters Score -3829242 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3829414.000000 Penalty: 5087.485840
	Iteration 17Q: 3 clusters Score -3829414 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3829508.750000 Penalty: 5087.485840
	Iteration 18Q: 3 clusters Score -3829509 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3829564.500000 Penalty: 5087.485840
	Iteration 19Q: 3 clusters Score -3829564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3829628.500000 Penalty: 5087.485840
	Iteration 20F: 3 clusters Score -3829628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3829664.750000 Penalty: 5087.485840
	Iteration 21Q: 3 clusters Score -3829665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3829678.250000 Penalty: 5087.485840
	Iteration 22Q: 3 clusters Score -3829678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3829691.250000 Penalty: 5087.485840
	Iteration 23Q: 3 clusters Score -3829691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3829698.250000 Penalty: 5087.485840
	Iteration 24Q: 3 clusters Score -3829698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3829707.000000 Penalty: 5087.485840
	Iteration 25Q: 3 clusters Score -3829707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3829711.750000 Penalty: 5087.485840
	Iteration 26Q: 3 clusters Score -3829712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3829717.750000 Penalty: 5087.485840
	Iteration 27Q: 3 clusters Score -3829718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3829719.750000 Penalty: 5087.485840
	Iteration 28Q: 3 clusters Score -3829720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3829728.000000 Penalty: 5087.485840
	Iteration 29Q: 3 clusters Score -3829728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3829726.250000 Penalty: 5087.485840
	Iteration 30Q: 3 clusters Score -3829726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3829731.750000 Penalty: 5087.485840
	Iteration 31Q: 3 clusters Score -3829732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3829732.250000 Penalty: 5087.485840
	Iteration 32Q: 3 clusters Score -3829732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3829732.250000 Penalty: 5087.485840
	Iteration 33F: 3 clusters Score -3829732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78927.460938 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78927.46 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 372 members 
Entering Unmasked Estep 
Score: -77291.859375 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77291.86 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77857.609375 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77857.61 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78195.570312 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -78195.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78334.289062 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78334.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78399.117188 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -78399.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78429.468750 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -78429.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78447.312500 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -78447.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78460.484375 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -78460.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78480.906250 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -78480.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78510.070312 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -78510.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78534.062500 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -78534.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78535.968750 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -78535.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78537.835938 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -78537.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -78545.085938 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -78545.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78553.656250 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -78553.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78556.500000 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -78556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78558.335938 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -78558.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78561.601562 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -78561.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78576.453125 Penalty: 3272.184082
	Iteration 18Q: 3 clusters Score -78576.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78615.054688 Penalty: 3272.184082
	Iteration 19Q: 3 clusters Score -78615.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78654.382812 Penalty: 3272.184082
	Iteration 20F: 3 clusters Score -78654.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78666.742188 Penalty: 3272.184082
	Iteration 21Q: 3 clusters Score -78666.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78667.953125 Penalty: 3272.184082
	Iteration 22Q: 3 clusters Score -78667.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78669.960938 Penalty: 3272.184082
	Iteration 23Q: 3 clusters Score -78669.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78678.382812 Penalty: 3272.184082
	Iteration 24Q: 3 clusters Score -78678.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78687.320312 Penalty: 3272.184082
	Iteration 25Q: 3 clusters Score -78687.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78693.773438 Penalty: 3272.184082
	Iteration 26Q: 3 clusters Score -78693.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78699.937500 Penalty: 3272.184082
	Iteration 27Q: 3 clusters Score -78699.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -78713.390625 Penalty: 3272.184082
	Iteration 28Q: 3 clusters Score -78713.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78725.414062 Penalty: 3272.184082
	Iteration 29Q: 3 clusters Score -78725.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78727.000000 Penalty: 3272.184082
	Iteration 30Q: 3 clusters Score -78727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78727.000000 Penalty: 3272.184082
	Iteration 31F: 3 clusters Score -78727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Entering Unmasked Estep 
Score: -1036661.562500 Penalty: 2235.341309
	Iteration 0F: 2 clusters Score -1036662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1030093.000000 Penalty: 4470.682617
	Iteration 0F: 3 clusters Score -1030093 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1031894.312500 Penalty: 4470.682617
	Iteration 1F: 3 clusters Score -1031894 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1032178.375000 Penalty: 4470.682617
	Iteration 2F: 3 clusters Score -1032178 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1032375.000000 Penalty: 4470.682617
	Iteration 3F: 3 clusters Score -1032375 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1032519.812500 Penalty: 4470.682617
	Iteration 4Q: 3 clusters Score -1032520 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1032651.000000 Penalty: 4470.682617
	Iteration 5Q: 3 clusters Score -1032651 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1032767.687500 Penalty: 4470.682617
	Iteration 6Q: 3 clusters Score -1032768 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1032889.937500 Penalty: 4470.682617
	Iteration 7Q: 3 clusters Score -1032890 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1033009.500000 Penalty: 4470.682617
	Iteration 8Q: 3 clusters Score -1033010 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1033139.812500 Penalty: 4470.682617
	Iteration 9Q: 3 clusters Score -1033140 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1033305.687500 Penalty: 4470.682617
	Iteration 10Q: 3 clusters Score -1033306 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1033481.687500 Penalty: 4470.682617
	Iteration 11Q: 3 clusters Score -1033482 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1033684.375000 Penalty: 4470.682617
	Iteration 12Q: 3 clusters Score -1033684 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1033900.437500 Penalty: 4470.682617
	Iteration 13Q: 3 clusters Score -1033900 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1034093.062500 Penalty: 4470.682617
	Iteration 14Q: 3 clusters Score -1034093 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1034267.625000 Penalty: 4470.682617
	Iteration 15Q: 3 clusters Score -1034268 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1034393.000000 Penalty: 4470.682617
	Iteration 16Q: 3 clusters Score -1034393 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1034484.562500 Penalty: 4470.682617
	Iteration 17Q: 3 clusters Score -1034485 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1034556.125000 Penalty: 4470.682617
	Iteration 18Q: 3 clusters Score -1034556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1034627.500000 Penalty: 4470.682617
	Iteration 19Q: 3 clusters Score -1034628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1034700.625000 Penalty: 4470.682617
	Iteration 20F: 3 clusters Score -1034701 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1034790.000000 Penalty: 4470.682617
	Iteration 21Q: 3 clusters Score -1034790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1034870.187500 Penalty: 4470.682617
	Iteration 22Q: 3 clusters Score -1034870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1034947.750000 Penalty: 4470.682617
	Iteration 23Q: 3 clusters Score -1034948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1035022.687500 Penalty: 4470.682617
	Iteration 24Q: 3 clusters Score -1035023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1035071.812500 Penalty: 4470.682617
	Iteration 25Q: 3 clusters Score -1035072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1035113.062500 Penalty: 4470.682617
	Iteration 26Q: 3 clusters Score -1035113 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1035149.750000 Penalty: 4470.682617
	Iteration 27Q: 3 clusters Score -1035150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1035186.125000 Penalty: 4470.682617
	Iteration 28Q: 3 clusters Score -1035186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1035232.437500 Penalty: 4470.682617
	Iteration 29Q: 3 clusters Score -1035232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1035268.437500 Penalty: 4470.682617
	Iteration 30Q: 3 clusters Score -1035268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1035285.812500 Penalty: 4470.682617
	Iteration 31Q: 3 clusters Score -1035286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1035302.312500 Penalty: 4470.682617
	Iteration 32Q: 3 clusters Score -1035302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1035315.312500 Penalty: 4470.682617
	Iteration 33Q: 3 clusters Score -1035315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1035332.125000 Penalty: 4470.682617
	Iteration 34Q: 3 clusters Score -1035332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1035349.500000 Penalty: 4470.682617
	Iteration 35Q: 3 clusters Score -1035350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1035353.937500 Penalty: 4470.682617
	Iteration 36Q: 3 clusters Score -1035354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1035354.437500 Penalty: 4470.682617
	Iteration 37Q: 3 clusters Score -1035354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1035358.812500 Penalty: 4470.682617
	Iteration 38Q: 3 clusters Score -1035359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1035358.437500 Penalty: 4470.682617
	Iteration 39Q: 3 clusters Score -1035358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1035358.687500 Penalty: 4470.682617
	Iteration 40F: 3 clusters Score -1035359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1035357.062500 Penalty: 4470.682617
	Iteration 41Q: 3 clusters Score -1035357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1035357.875000 Penalty: 4470.682617
	Iteration 42Q: 3 clusters Score -1035358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1035359.750000 Penalty: 4470.682617
	Iteration 43Q: 3 clusters Score -1035360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1035360.062500 Penalty: 4470.682617
	Iteration 44Q: 3 clusters Score -1035360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1035360.500000 Penalty: 4470.682617
	Iteration 45Q: 3 clusters Score -1035360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1035360.062500 Penalty: 4470.682617
	Iteration 46Q: 3 clusters Score -1035360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1035360.625000 Penalty: 4470.682617
	Iteration 47Q: 3 clusters Score -1035361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1035361.312500 Penalty: 4470.682617
	Iteration 48Q: 3 clusters Score -1035361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1035362.437500 Penalty: 4470.682617
	Iteration 49Q: 3 clusters Score -1035362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1035363.312500 Penalty: 4470.682617
	Iteration 50Q: 3 clusters Score -1035363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1035366.125000 Penalty: 4470.682617
	Iteration 51Q: 3 clusters Score -1035366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1035367.625000 Penalty: 4470.682617
	Iteration 52Q: 3 clusters Score -1035368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1035369.000000 Penalty: 4470.682617
	Iteration 53Q: 3 clusters Score -1035369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1035370.125000 Penalty: 4470.682617
	Iteration 54Q: 3 clusters Score -1035370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1035370.187500 Penalty: 4470.682617
	Iteration 55Q: 3 clusters Score -1035370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1035371.125000 Penalty: 4470.682617
	Iteration 56Q: 3 clusters Score -1035371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1035371.125000 Penalty: 4470.682617
	Iteration 57F: 3 clusters Score -1035371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Entering Unmasked Estep 
Score: -688959.250000 Penalty: 2134.635010
	Iteration 0F: 2 clusters Score -688959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -684161.750000 Penalty: 4269.270020
	Iteration 0F: 3 clusters Score -684161.8 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -685362.500000 Penalty: 4269.270020
	Iteration 1F: 3 clusters Score -685362.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -685606.000000 Penalty: 4269.270020
	Iteration 2F: 3 clusters Score -685606 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -685763.187500 Penalty: 4269.270020
	Iteration 3Q: 3 clusters Score -685763.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -685892.750000 Penalty: 4269.270020
	Iteration 4Q: 3 clusters Score -685892.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -686001.875000 Penalty: 4269.270020
	Iteration 5Q: 3 clusters Score -686001.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -686089.312500 Penalty: 4269.270020
	Iteration 6Q: 3 clusters Score -686089.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -686165.437500 Penalty: 4269.270020
	Iteration 7Q: 3 clusters Score -686165.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -686236.187500 Penalty: 4269.270020
	Iteration 8Q: 3 clusters Score -686236.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -686318.625000 Penalty: 4269.270020
	Iteration 9Q: 3 clusters Score -686318.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -686419.437500 Penalty: 4269.270020
	Iteration 10Q: 3 clusters Score -686419.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -686536.687500 Penalty: 4269.270020
	Iteration 11Q: 3 clusters Score -686536.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -686672.312500 Penalty: 4269.270020
	Iteration 12Q: 3 clusters Score -686672.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -686794.562500 Penalty: 4269.270020
	Iteration 13Q: 3 clusters Score -686794.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -686935.500000 Penalty: 4269.270020
	Iteration 14Q: 3 clusters Score -686935.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -687062.062500 Penalty: 4269.270020
	Iteration 15Q: 3 clusters Score -687062.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -687149.562500 Penalty: 4269.270020
	Iteration 16Q: 3 clusters Score -687149.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -687239.000000 Penalty: 4269.270020
	Iteration 17Q: 3 clusters Score -687239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -687293.250000 Penalty: 4269.270020
	Iteration 18Q: 3 clusters Score -687293.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -687335.187500 Penalty: 4269.270020
	Iteration 19Q: 3 clusters Score -687335.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -687371.000000 Penalty: 4269.270020
	Iteration 20F: 3 clusters Score -687371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -687399.062500 Penalty: 4269.270020
	Iteration 21Q: 3 clusters Score -687399.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -687423.187500 Penalty: 4269.270020
	Iteration 22Q: 3 clusters Score -687423.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -687441.062500 Penalty: 4269.270020
	Iteration 23Q: 3 clusters Score -687441.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -687453.812500 Penalty: 4269.270020
	Iteration 24Q: 3 clusters Score -687453.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -687461.500000 Penalty: 4269.270020
	Iteration 25Q: 3 clusters Score -687461.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -687472.750000 Penalty: 4269.270020
	Iteration 26Q: 3 clusters Score -687472.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -687483.500000 Penalty: 4269.270020
	Iteration 27Q: 3 clusters Score -687483.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -687492.125000 Penalty: 4269.270020
	Iteration 28Q: 3 clusters Score -687492.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -687497.500000 Penalty: 4269.270020
	Iteration 29Q: 3 clusters Score -687497.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -687503.437500 Penalty: 4269.270020
	Iteration 30Q: 3 clusters Score -687503.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -687509.937500 Penalty: 4269.270020
	Iteration 31Q: 3 clusters Score -687509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -687515.250000 Penalty: 4269.270020
	Iteration 32Q: 3 clusters Score -687515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -687516.437500 Penalty: 4269.270020
	Iteration 33Q: 3 clusters Score -687516.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -687522.062500 Penalty: 4269.270020
	Iteration 34Q: 3 clusters Score -687522.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -687526.000000 Penalty: 4269.270020
	Iteration 35Q: 3 clusters Score -687526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -687535.562500 Penalty: 4269.270020
	Iteration 36Q: 3 clusters Score -687535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -687543.875000 Penalty: 4269.270020
	Iteration 37Q: 3 clusters Score -687543.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -687552.750000 Penalty: 4269.270020
	Iteration 38Q: 3 clusters Score -687552.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -687556.750000 Penalty: 4269.270020
	Iteration 39Q: 3 clusters Score -687556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -687561.437500 Penalty: 4269.270020
	Iteration 40F: 3 clusters Score -687561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -687564.187500 Penalty: 4269.270020
	Iteration 41Q: 3 clusters Score -687564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -687564.937500 Penalty: 4269.270020
	Iteration 42Q: 3 clusters Score -687564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -687566.562500 Penalty: 4269.270020
	Iteration 43Q: 3 clusters Score -687566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -687566.562500 Penalty: 4269.270020
	Iteration 44F: 3 clusters Score -687566.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Entering Unmasked Estep 
Score: -1773634.750000 Penalty: 2357.393311
	Iteration 0F: 2 clusters Score -1773635 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 6782 members 
Entering Unmasked Estep 
Score: -1763784.125000 Penalty: 4714.786621
	Iteration 0F: 3 clusters Score -1763784 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1766794.000000 Penalty: 4714.786621
	Iteration 1F: 3 clusters Score -1766794 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1767130.250000 Penalty: 4714.786621
	Iteration 2F: 3 clusters Score -1767130 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1767419.000000 Penalty: 4714.786621
	Iteration 3Q: 3 clusters Score -1767419 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1767707.875000 Penalty: 4714.786621
	Iteration 4Q: 3 clusters Score -1767708 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1767976.875000 Penalty: 4714.786621
	Iteration 5Q: 3 clusters Score -1767977 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1768236.250000 Penalty: 4714.786621
	Iteration 6Q: 3 clusters Score -1768236 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1768521.375000 Penalty: 4714.786621
	Iteration 7Q: 3 clusters Score -1768521 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1768851.000000 Penalty: 4714.786621
	Iteration 8Q: 3 clusters Score -1768851 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1769234.125000 Penalty: 4714.786621
	Iteration 9Q: 3 clusters Score -1769234 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1769613.875000 Penalty: 4714.786621
	Iteration 10Q: 3 clusters Score -1769614 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1769952.750000 Penalty: 4714.786621
	Iteration 11Q: 3 clusters Score -1769953 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1770234.000000 Penalty: 4714.786621
	Iteration 12Q: 3 clusters Score -1770234 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1770469.875000 Penalty: 4714.786621
	Iteration 13Q: 3 clusters Score -1770470 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1770672.625000 Penalty: 4714.786621
	Iteration 14Q: 3 clusters Score -1770673 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1770831.750000 Penalty: 4714.786621
	Iteration 15Q: 3 clusters Score -1770832 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1770970.250000 Penalty: 4714.786621
	Iteration 16Q: 3 clusters Score -1770970 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1771072.875000 Penalty: 4714.786621
	Iteration 17Q: 3 clusters Score -1771073 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1771180.125000 Penalty: 4714.786621
	Iteration 18Q: 3 clusters Score -1771180 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1771295.375000 Penalty: 4714.786621
	Iteration 19Q: 3 clusters Score -1771295 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1771394.875000 Penalty: 4714.786621
	Iteration 20F: 3 clusters Score -1771395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1771468.750000 Penalty: 4714.786621
	Iteration 21Q: 3 clusters Score -1771469 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1771529.000000 Penalty: 4714.786621
	Iteration 22Q: 3 clusters Score -1771529 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1771594.250000 Penalty: 4714.786621
	Iteration 23Q: 3 clusters Score -1771594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1771637.500000 Penalty: 4714.786621
	Iteration 24Q: 3 clusters Score -1771638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1771668.750000 Penalty: 4714.786621
	Iteration 25Q: 3 clusters Score -1771669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1771683.875000 Penalty: 4714.786621
	Iteration 26Q: 3 clusters Score -1771684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1771698.375000 Penalty: 4714.786621
	Iteration 27Q: 3 clusters Score -1771698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1771714.750000 Penalty: 4714.786621
	Iteration 28Q: 3 clusters Score -1771715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1771725.250000 Penalty: 4714.786621
	Iteration 29Q: 3 clusters Score -1771725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1771742.250000 Penalty: 4714.786621
	Iteration 30Q: 3 clusters Score -1771742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1771749.500000 Penalty: 4714.786621
	Iteration 31Q: 3 clusters Score -1771750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1771752.375000 Penalty: 4714.786621
	Iteration 32Q: 3 clusters Score -1771752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1771753.250000 Penalty: 4714.786621
	Iteration 33Q: 3 clusters Score -1771753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1771760.750000 Penalty: 4714.786621
	Iteration 34Q: 3 clusters Score -1771761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1771766.625000 Penalty: 4714.786621
	Iteration 35Q: 3 clusters Score -1771767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1771779.000000 Penalty: 4714.786621
	Iteration 36Q: 3 clusters Score -1771779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1771781.125000 Penalty: 4714.786621
	Iteration 37Q: 3 clusters Score -1771781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1771781.625000 Penalty: 4714.786621
	Iteration 38Q: 3 clusters Score -1771782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1771783.250000 Penalty: 4714.786621
	Iteration 39Q: 3 clusters Score -1771783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1771784.125000 Penalty: 4714.786621
	Iteration 40F: 3 clusters Score -1771784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1771784.500000 Penalty: 4714.786621
	Iteration 41Q: 3 clusters Score -1771784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1771789.125000 Penalty: 4714.786621
	Iteration 42Q: 3 clusters Score -1771789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1771791.375000 Penalty: 4714.786621
	Iteration 43Q: 3 clusters Score -1771791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1771791.625000 Penalty: 4714.786621
	Iteration 44Q: 3 clusters Score -1771792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1771794.750000 Penalty: 4714.786621
	Iteration 45Q: 3 clusters Score -1771795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1771797.125000 Penalty: 4714.786621
	Iteration 46Q: 3 clusters Score -1771797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1771797.000000 Penalty: 4714.786621
	Iteration 47Q: 3 clusters Score -1771797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1771795.375000 Penalty: 4714.786621
	Iteration 48Q: 3 clusters Score -1771795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1771795.750000 Penalty: 4714.786621
	Iteration 49Q: 3 clusters Score -1771796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1771795.750000 Penalty: 4714.786621
	Iteration 50F: 3 clusters Score -1771796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -281750.406250 Penalty: 1903.420288
	Iteration 0F: 2 clusters Score -281750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -279052.531250 Penalty: 3806.840576
	Iteration 0F: 3 clusters Score -279052.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -279543.437500 Penalty: 3806.840576
	Iteration 1F: 3 clusters Score -279543.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -279657.406250 Penalty: 3806.840576
	Iteration 2F: 3 clusters Score -279657.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -279731.625000 Penalty: 3806.840576
	Iteration 3Q: 3 clusters Score -279731.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -279776.687500 Penalty: 3806.840576
	Iteration 4Q: 3 clusters Score -279776.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -279800.968750 Penalty: 3806.840576
	Iteration 5Q: 3 clusters Score -279801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -279815.281250 Penalty: 3806.840576
	Iteration 6Q: 3 clusters Score -279815.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -279836.343750 Penalty: 3806.840576
	Iteration 7Q: 3 clusters Score -279836.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -279847.406250 Penalty: 3806.840576
	Iteration 8Q: 3 clusters Score -279847.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -279858.687500 Penalty: 3806.840576
	Iteration 9Q: 3 clusters Score -279858.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -279874.312500 Penalty: 3806.840576
	Iteration 10Q: 3 clusters Score -279874.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -279895.031250 Penalty: 3806.840576
	Iteration 11Q: 3 clusters Score -279895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -279910.937500 Penalty: 3806.840576
	Iteration 12Q: 3 clusters Score -279910.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -279919.968750 Penalty: 3806.840576
	Iteration 13Q: 3 clusters Score -279920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -279931.250000 Penalty: 3806.840576
	Iteration 14Q: 3 clusters Score -279931.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -279942.125000 Penalty: 3806.840576
	Iteration 15Q: 3 clusters Score -279942.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -279949.562500 Penalty: 3806.840576
	Iteration 16Q: 3 clusters Score -279949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -279954.937500 Penalty: 3806.840576
	Iteration 17Q: 3 clusters Score -279954.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -279961.875000 Penalty: 3806.840576
	Iteration 18Q: 3 clusters Score -279961.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -279975.343750 Penalty: 3806.840576
	Iteration 19Q: 3 clusters Score -279975.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -279984.843750 Penalty: 3806.840576
	Iteration 20F: 3 clusters Score -279984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -279992.593750 Penalty: 3806.840576
	Iteration 21Q: 3 clusters Score -279992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -280003.375000 Penalty: 3806.840576
	Iteration 22Q: 3 clusters Score -280003.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -280016.843750 Penalty: 3806.840576
	Iteration 23Q: 3 clusters Score -280016.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -280029.750000 Penalty: 3806.840576
	Iteration 24Q: 3 clusters Score -280029.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -280040.750000 Penalty: 3806.840576
	Iteration 25Q: 3 clusters Score -280040.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -280047.781250 Penalty: 3806.840576
	Iteration 26Q: 3 clusters Score -280047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -280053.281250 Penalty: 3806.840576
	Iteration 27Q: 3 clusters Score -280053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -280058.625000 Penalty: 3806.840576
	Iteration 28Q: 3 clusters Score -280058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -280065.656250 Penalty: 3806.840576
	Iteration 29Q: 3 clusters Score -280065.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -280074.312500 Penalty: 3806.840576
	Iteration 30Q: 3 clusters Score -280074.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -280081.812500 Penalty: 3806.840576
	Iteration 31Q: 3 clusters Score -280081.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -280090.781250 Penalty: 3806.840576
	Iteration 32Q: 3 clusters Score -280090.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -280097.281250 Penalty: 3806.840576
	Iteration 33Q: 3 clusters Score -280097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -280103.906250 Penalty: 3806.840576
	Iteration 34Q: 3 clusters Score -280103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -280108.031250 Penalty: 3806.840576
	Iteration 35Q: 3 clusters Score -280108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -280112.218750 Penalty: 3806.840576
	Iteration 36Q: 3 clusters Score -280112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -280115.625000 Penalty: 3806.840576
	Iteration 37Q: 3 clusters Score -280115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -280119.468750 Penalty: 3806.840576
	Iteration 38Q: 3 clusters Score -280119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -280123.562500 Penalty: 3806.840576
	Iteration 39Q: 3 clusters Score -280123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -280126.156250 Penalty: 3806.840576
	Iteration 40F: 3 clusters Score -280126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -280128.656250 Penalty: 3806.840576
	Iteration 41Q: 3 clusters Score -280128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -280128.843750 Penalty: 3806.840576
	Iteration 42Q: 3 clusters Score -280128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -280128.843750 Penalty: 3806.840576
	Iteration 43F: 3 clusters Score -280128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Entering Unmasked Estep 
Score: -7448863.500000 Penalty: 2714.430176
	Iteration 0F: 2 clusters Score -7448864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -7410795.500000 Penalty: 5428.860352
	Iteration 0F: 3 clusters Score -7410796 nChanged 26197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -7425299.500000 Penalty: 5428.860352
	Iteration 1F: 3 clusters Score -7425300 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -7425825.500000 Penalty: 5428.860352
	Iteration 2Q: 3 clusters Score -7425826 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -7426306.500000 Penalty: 5428.860352
	Iteration 3Q: 3 clusters Score -7426306 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -7426826.500000 Penalty: 5428.860352
	Iteration 4Q: 3 clusters Score -7426826 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -7427480.000000 Penalty: 5428.860352
	Iteration 5Q: 3 clusters Score -7427480 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -7428390.000000 Penalty: 5428.860352
	Iteration 6Q: 3 clusters Score -7428390 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -7430030.500000 Penalty: 5428.860352
	Iteration 7F: 3 clusters Score -7430030 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -7432621.000000 Penalty: 5428.860352
	Iteration 8F: 3 clusters Score -7432621 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -7436344.000000 Penalty: 5428.860352
	Iteration 9F: 3 clusters Score -7436344 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -7440429.500000 Penalty: 5428.860352
	Iteration 10F: 3 clusters Score -7440430 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -7443685.000000 Penalty: 5428.860352
	Iteration 11F: 3 clusters Score -7443685 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -7445310.000000 Penalty: 5428.860352
	Iteration 12Q: 3 clusters Score -7445310 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -7445912.000000 Penalty: 5428.860352
	Iteration 13Q: 3 clusters Score -7445912 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -7446140.500000 Penalty: 5428.860352
	Iteration 14Q: 3 clusters Score -7446140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -7446251.000000 Penalty: 5428.860352
	Iteration 15Q: 3 clusters Score -7446251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -7446329.000000 Penalty: 5428.860352
	Iteration 16Q: 3 clusters Score -7446329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -7446362.000000 Penalty: 5428.860352
	Iteration 17Q: 3 clusters Score -7446362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -7446393.000000 Penalty: 5428.860352
	Iteration 18Q: 3 clusters Score -7446393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -7446426.000000 Penalty: 5428.860352
	Iteration 19Q: 3 clusters Score -7446426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -7446428.500000 Penalty: 5428.860352
	Iteration 20F: 3 clusters Score -7446428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -7446439.000000 Penalty: 5428.860352
	Iteration 21Q: 3 clusters Score -7446439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -7446441.500000 Penalty: 5428.860352
	Iteration 22Q: 3 clusters Score -7446442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -7446444.500000 Penalty: 5428.860352
	Iteration 23Q: 3 clusters Score -7446444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -7446449.000000 Penalty: 5428.860352
	Iteration 24Q: 3 clusters Score -7446449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -7446449.000000 Penalty: 5428.860352
	Iteration 25F: 3 clusters Score -7446449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63615.476562 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63615.48 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64188.828125 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -64188.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64377.785156 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64377.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64470.640625 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -64470.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64529.605469 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -64529.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64602.453125 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64602.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64659.839844 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64659.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64726.703125 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64726.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64792.214844 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -64792.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -64824.593750 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -64824.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64855.601562 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -64855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64868.042969 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -64868.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64868.042969 Penalty: 3174.527832
	Iteration 12F: 3 clusters Score -64868.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -470179.125000 Penalty: 2038.459839
	Iteration 0F: 2 clusters Score -470179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -466484.562500 Penalty: 4076.919678
	Iteration 0F: 3 clusters Score -466484.6 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -467285.156250 Penalty: 4076.919678
	Iteration 1F: 3 clusters Score -467285.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -467471.343750 Penalty: 4076.919678
	Iteration 2F: 3 clusters Score -467471.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -467564.156250 Penalty: 4076.919678
	Iteration 3Q: 3 clusters Score -467564.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -467618.250000 Penalty: 4076.919678
	Iteration 4Q: 3 clusters Score -467618.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -467657.468750 Penalty: 4076.919678
	Iteration 5Q: 3 clusters Score -467657.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -467689.843750 Penalty: 4076.919678
	Iteration 6Q: 3 clusters Score -467689.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -467710.593750 Penalty: 4076.919678
	Iteration 7Q: 3 clusters Score -467710.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -467739.250000 Penalty: 4076.919678
	Iteration 8Q: 3 clusters Score -467739.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -467782.156250 Penalty: 4076.919678
	Iteration 9Q: 3 clusters Score -467782.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -467848.625000 Penalty: 4076.919678
	Iteration 10Q: 3 clusters Score -467848.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -467943.593750 Penalty: 4076.919678
	Iteration 11Q: 3 clusters Score -467943.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -468032.062500 Penalty: 4076.919678
	Iteration 12Q: 3 clusters Score -468032.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -468101.375000 Penalty: 4076.919678
	Iteration 13Q: 3 clusters Score -468101.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -468169.187500 Penalty: 4076.919678
	Iteration 14Q: 3 clusters Score -468169.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -468233.375000 Penalty: 4076.919678
	Iteration 15Q: 3 clusters Score -468233.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -468296.218750 Penalty: 4076.919678
	Iteration 16Q: 3 clusters Score -468296.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -468344.781250 Penalty: 4076.919678
	Iteration 17Q: 3 clusters Score -468344.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -468390.093750 Penalty: 4076.919678
	Iteration 18Q: 3 clusters Score -468390.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -468431.031250 Penalty: 4076.919678
	Iteration 19Q: 3 clusters Score -468431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -468469.281250 Penalty: 4076.919678
	Iteration 20F: 3 clusters Score -468469.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -468515.250000 Penalty: 4076.919678
	Iteration 21Q: 3 clusters Score -468515.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -468564.718750 Penalty: 4076.919678
	Iteration 22Q: 3 clusters Score -468564.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -468611.218750 Penalty: 4076.919678
	Iteration 23Q: 3 clusters Score -468611.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -468645.531250 Penalty: 4076.919678
	Iteration 24Q: 3 clusters Score -468645.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -468673.468750 Penalty: 4076.919678
	Iteration 25Q: 3 clusters Score -468673.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -468702.468750 Penalty: 4076.919678
	Iteration 26Q: 3 clusters Score -468702.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -468728.687500 Penalty: 4076.919678
	Iteration 27Q: 3 clusters Score -468728.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -468746.281250 Penalty: 4076.919678
	Iteration 28Q: 3 clusters Score -468746.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -468758.625000 Penalty: 4076.919678
	Iteration 29Q: 3 clusters Score -468758.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -468770.687500 Penalty: 4076.919678
	Iteration 30Q: 3 clusters Score -468770.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -468778.937500 Penalty: 4076.919678
	Iteration 31Q: 3 clusters Score -468778.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -468785.687500 Penalty: 4076.919678
	Iteration 32Q: 3 clusters Score -468785.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -468792.718750 Penalty: 4076.919678
	Iteration 33Q: 3 clusters Score -468792.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -468798.218750 Penalty: 4076.919678
	Iteration 34Q: 3 clusters Score -468798.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -468802.375000 Penalty: 4076.919678
	Iteration 35Q: 3 clusters Score -468802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -468806.968750 Penalty: 4076.919678
	Iteration 36Q: 3 clusters Score -468807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -468809.218750 Penalty: 4076.919678
	Iteration 37Q: 3 clusters Score -468809.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -468812.312500 Penalty: 4076.919678
	Iteration 38Q: 3 clusters Score -468812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -468815.593750 Penalty: 4076.919678
	Iteration 39Q: 3 clusters Score -468815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -468818.625000 Penalty: 4076.919678
	Iteration 40F: 3 clusters Score -468818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -468822.468750 Penalty: 4076.919678
	Iteration 41Q: 3 clusters Score -468822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -468825.031250 Penalty: 4076.919678
	Iteration 42Q: 3 clusters Score -468825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -468828.000000 Penalty: 4076.919678
	Iteration 43Q: 3 clusters Score -468828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -468827.687500 Penalty: 4076.919678
	Iteration 44Q: 3 clusters Score -468827.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -468830.625000 Penalty: 4076.919678
	Iteration 45Q: 3 clusters Score -468830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -468833.125000 Penalty: 4076.919678
	Iteration 46Q: 3 clusters Score -468833.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -468836.031250 Penalty: 4076.919678
	Iteration 47Q: 3 clusters Score -468836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -468837.968750 Penalty: 4076.919678
	Iteration 48Q: 3 clusters Score -468838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -468840.468750 Penalty: 4076.919678
	Iteration 49Q: 3 clusters Score -468840.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -468841.093750 Penalty: 4076.919678
	Iteration 50Q: 3 clusters Score -468841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -468842.125000 Penalty: 4076.919678
	Iteration 51Q: 3 clusters Score -468842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -468842.750000 Penalty: 4076.919678
	Iteration 52Q: 3 clusters Score -468842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -468843.375000 Penalty: 4076.919678
	Iteration 53Q: 3 clusters Score -468843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -468844.468750 Penalty: 4076.919678
	Iteration 54Q: 3 clusters Score -468844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -468847.093750 Penalty: 4076.919678
	Iteration 55Q: 3 clusters Score -468847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -468846.593750 Penalty: 4076.919678
	Iteration 56Q: 3 clusters Score -468846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -468847.062500 Penalty: 4076.919678
	Iteration 57Q: 3 clusters Score -468847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -468848.031250 Penalty: 4076.919678
	Iteration 58Q: 3 clusters Score -468848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -468849.562500 Penalty: 4076.919678
	Iteration 59Q: 3 clusters Score -468849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -468850.125000 Penalty: 4076.919678
	Iteration 60F: 3 clusters Score -468850.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Entering Unmasked Estep 
Score: -5186230.500000 Penalty: 2618.666748
	Iteration 0F: 2 clusters Score -5186230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -5160118.000000 Penalty: 5237.333496
	Iteration 0F: 3 clusters Score -5160118 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -5169682.000000 Penalty: 5237.333496
	Iteration 1F: 3 clusters Score -5169682 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -5170072.500000 Penalty: 5237.333496
	Iteration 2Q: 3 clusters Score -5170072 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5170440.000000 Penalty: 5237.333496
	Iteration 3Q: 3 clusters Score -5170440 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -5170812.500000 Penalty: 5237.333496
	Iteration 4Q: 3 clusters Score -5170812 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -5171208.000000 Penalty: 5237.333496
	Iteration 5Q: 3 clusters Score -5171208 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -5171722.000000 Penalty: 5237.333496
	Iteration 6Q: 3 clusters Score -5171722 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -5172289.000000 Penalty: 5237.333496
	Iteration 7Q: 3 clusters Score -5172289 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5172904.500000 Penalty: 5237.333496
	Iteration 8Q: 3 clusters Score -5172904 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5173571.000000 Penalty: 5237.333496
	Iteration 9Q: 3 clusters Score -5173571 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -5174327.000000 Penalty: 5237.333496
	Iteration 10Q: 3 clusters Score -5174327 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5175168.500000 Penalty: 5237.333496
	Iteration 11Q: 3 clusters Score -5175168 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5176221.000000 Penalty: 5237.333496
	Iteration 12Q: 3 clusters Score -5176221 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -5177379.500000 Penalty: 5237.333496
	Iteration 13Q: 3 clusters Score -5177380 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -5178339.000000 Penalty: 5237.333496
	Iteration 14Q: 3 clusters Score -5178339 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -5178928.000000 Penalty: 5237.333496
	Iteration 15Q: 3 clusters Score -5178928 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -5179300.500000 Penalty: 5237.333496
	Iteration 16Q: 3 clusters Score -5179300 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5179553.500000 Penalty: 5237.333496
	Iteration 17Q: 3 clusters Score -5179554 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -5179720.500000 Penalty: 5237.333496
	Iteration 18Q: 3 clusters Score -5179720 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5179863.500000 Penalty: 5237.333496
	Iteration 19Q: 3 clusters Score -5179864 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -5179965.000000 Penalty: 5237.333496
	Iteration 20F: 3 clusters Score -5179965 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -5180081.500000 Penalty: 5237.333496
	Iteration 21Q: 3 clusters Score -5180082 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -5180156.000000 Penalty: 5237.333496
	Iteration 22Q: 3 clusters Score -5180156 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5180254.000000 Penalty: 5237.333496
	Iteration 23Q: 3 clusters Score -5180254 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5180352.500000 Penalty: 5237.333496
	Iteration 24Q: 3 clusters Score -5180352 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -5180419.500000 Penalty: 5237.333496
	Iteration 25Q: 3 clusters Score -5180420 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -5180506.000000 Penalty: 5237.333496
	Iteration 26Q: 3 clusters Score -5180506 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -5180572.000000 Penalty: 5237.333496
	Iteration 27Q: 3 clusters Score -5180572 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -5180627.500000 Penalty: 5237.333496
	Iteration 28Q: 3 clusters Score -5180628 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -5180711.500000 Penalty: 5237.333496
	Iteration 29Q: 3 clusters Score -5180712 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -5180783.000000 Penalty: 5237.333496
	Iteration 30Q: 3 clusters Score -5180783 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -5180822.500000 Penalty: 5237.333496
	Iteration 31Q: 3 clusters Score -5180822 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5180915.000000 Penalty: 5237.333496
	Iteration 32Q: 3 clusters Score -5180915 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -5180998.000000 Penalty: 5237.333496
	Iteration 33Q: 3 clusters Score -5180998 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -5181080.500000 Penalty: 5237.333496
	Iteration 34Q: 3 clusters Score -5181080 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -5181165.500000 Penalty: 5237.333496
	Iteration 35Q: 3 clusters Score -5181166 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -5181268.000000 Penalty: 5237.333496
	Iteration 36Q: 3 clusters Score -5181268 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -5181378.000000 Penalty: 5237.333496
	Iteration 37Q: 3 clusters Score -5181378 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -5181471.000000 Penalty: 5237.333496
	Iteration 38Q: 3 clusters Score -5181471 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -5181547.500000 Penalty: 5237.333496
	Iteration 39Q: 3 clusters Score -5181548 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -5181658.500000 Penalty: 5237.333496
	Iteration 40F: 3 clusters Score -5181658 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -5181775.000000 Penalty: 5237.333496
	Iteration 41Q: 3 clusters Score -5181775 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -5181920.500000 Penalty: 5237.333496
	Iteration 42Q: 3 clusters Score -5181920 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -5182071.500000 Penalty: 5237.333496
	Iteration 43Q: 3 clusters Score -5182072 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -5182199.500000 Penalty: 5237.333496
	Iteration 44Q: 3 clusters Score -5182200 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5182336.500000 Penalty: 5237.333496
	Iteration 45Q: 3 clusters Score -5182336 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -5182460.000000 Penalty: 5237.333496
	Iteration 46Q: 3 clusters Score -5182460 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5182588.500000 Penalty: 5237.333496
	Iteration 47Q: 3 clusters Score -5182588 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -5182731.000000 Penalty: 5237.333496
	Iteration 48Q: 3 clusters Score -5182731 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -5182834.500000 Penalty: 5237.333496
	Iteration 49Q: 3 clusters Score -5182834 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5182942.500000 Penalty: 5237.333496
	Iteration 50Q: 3 clusters Score -5182942 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -5183016.500000 Penalty: 5237.333496
	Iteration 51Q: 3 clusters Score -5183016 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -5183131.000000 Penalty: 5237.333496
	Iteration 52Q: 3 clusters Score -5183131 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5183236.000000 Penalty: 5237.333496
	Iteration 53Q: 3 clusters Score -5183236 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5183342.500000 Penalty: 5237.333496
	Iteration 54Q: 3 clusters Score -5183342 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5183445.500000 Penalty: 5237.333496
	Iteration 55Q: 3 clusters Score -5183446 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5183550.000000 Penalty: 5237.333496
	Iteration 56Q: 3 clusters Score -5183550 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5183669.500000 Penalty: 5237.333496
	Iteration 57Q: 3 clusters Score -5183670 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5183763.500000 Penalty: 5237.333496
	Iteration 58Q: 3 clusters Score -5183764 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5183840.500000 Penalty: 5237.333496
	Iteration 59Q: 3 clusters Score -5183840 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5183909.500000 Penalty: 5237.333496
	Iteration 60F: 3 clusters Score -5183910 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5183968.000000 Penalty: 5237.333496
	Iteration 61Q: 3 clusters Score -5183968 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5184025.500000 Penalty: 5237.333496
	Iteration 62Q: 3 clusters Score -5184026 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5184053.500000 Penalty: 5237.333496
	Iteration 63Q: 3 clusters Score -5184054 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5184107.500000 Penalty: 5237.333496
	Iteration 64Q: 3 clusters Score -5184108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5184131.500000 Penalty: 5237.333496
	Iteration 65Q: 3 clusters Score -5184132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5184160.000000 Penalty: 5237.333496
	Iteration 66Q: 3 clusters Score -5184160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5184190.500000 Penalty: 5237.333496
	Iteration 67Q: 3 clusters Score -5184190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5184214.500000 Penalty: 5237.333496
	Iteration 68Q: 3 clusters Score -5184214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5184223.500000 Penalty: 5237.333496
	Iteration 69Q: 3 clusters Score -5184224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5184233.500000 Penalty: 5237.333496
	Iteration 70Q: 3 clusters Score -5184234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5184239.500000 Penalty: 5237.333496
	Iteration 71Q: 3 clusters Score -5184240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5184241.000000 Penalty: 5237.333496
	Iteration 72Q: 3 clusters Score -5184241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5184246.500000 Penalty: 5237.333496
	Iteration 73Q: 3 clusters Score -5184246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5184241.500000 Penalty: 5237.333496
	Iteration 74Q: 3 clusters Score -5184242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5184241.500000 Penalty: 5237.333496
	Iteration 75Q: 3 clusters Score -5184242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5184252.000000 Penalty: 5237.333496
	Iteration 76Q: 3 clusters Score -5184252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5184257.000000 Penalty: 5237.333496
	Iteration 77Q: 3 clusters Score -5184257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5184260.000000 Penalty: 5237.333496
	Iteration 78Q: 3 clusters Score -5184260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5184259.000000 Penalty: 5237.333496
	Iteration 79Q: 3 clusters Score -5184259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5184265.000000 Penalty: 5237.333496
	Iteration 80F: 3 clusters Score -5184265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5184264.500000 Penalty: 5237.333496
	Iteration 81Q: 3 clusters Score -5184264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5184267.500000 Penalty: 5237.333496
	Iteration 82Q: 3 clusters Score -5184268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5184266.000000 Penalty: 5237.333496
	Iteration 83Q: 3 clusters Score -5184266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5184265.500000 Penalty: 5237.333496
	Iteration 84Q: 3 clusters Score -5184266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5184265.500000 Penalty: 5237.333496
	Iteration 85F: 3 clusters Score -5184266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183137 members 
Mstep: Class 3 contains 83902 members 
Mstep: Class 4 contains 221235 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39671 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 47326 members 
Mstep: Class 16 contains 29686 members 
Mstep: Class 17 contains 54611 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159485 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249960.000000 Penalty: 102991.429688
Iteration 279Q: 31 clusters Score -1.3325e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183139 members 
Mstep: Class 3 contains 83895 members 
Mstep: Class 4 contains 221215 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39679 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 10608 members 
Mstep: Class 15 contains 47325 members 
Mstep: Class 16 contains 29687 members 
Mstep: Class 17 contains 54611 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159501 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56688 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249952.000000 Penalty: 102991.429688
Iteration 280F: 31 clusters Score -1.3325e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183141 members 
Mstep: Class 3 contains 83894 members 
Mstep: Class 4 contains 221192 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39687 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 10607 members 
Mstep: Class 15 contains 47324 members 
Mstep: Class 16 contains 29686 members 
Mstep: Class 17 contains 54615 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159519 members 
Mstep: Class 20 contains 19984 members 
Mstep: Class 21 contains 28485 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13434 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250048.000000 Penalty: 102991.429688
Iteration 281Q: 31 clusters Score -1.3325e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183147 members 
Mstep: Class 3 contains 83890 members 
Mstep: Class 4 contains 221182 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39692 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 10604 members 
Mstep: Class 15 contains 47322 members 
Mstep: Class 16 contains 29687 members 
Mstep: Class 17 contains 54613 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159531 members 
Mstep: Class 20 contains 19980 members 
Mstep: Class 21 contains 28487 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13434 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56688 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250056.000000 Penalty: 102991.429688
Iteration 282Q: 31 clusters Score -1.332501e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183147 members 
Mstep: Class 3 contains 83888 members 
Mstep: Class 4 contains 221166 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39694 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6585 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47322 members 
Mstep: Class 16 contains 29687 members 
Mstep: Class 17 contains 54616 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159548 members 
Mstep: Class 20 contains 19975 members 
Mstep: Class 21 contains 28487 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13433 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56689 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3714 members 
Mstep: Class 30 contains 38526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249968.000000 Penalty: 102991.429688
Iteration 283Q: 31 clusters Score -1.3325e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183147 members 
Mstep: Class 3 contains 83890 members 
Mstep: Class 4 contains 221146 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39700 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6583 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47320 members 
Mstep: Class 16 contains 29686 members 
Mstep: Class 17 contains 54617 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159564 members 
Mstep: Class 20 contains 19975 members 
Mstep: Class 21 contains 28488 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13432 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56690 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249944.000000 Penalty: 102991.429688
Iteration 284Q: 31 clusters Score -1.332499e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183148 members 
Mstep: Class 3 contains 83884 members 
Mstep: Class 4 contains 221122 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39708 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47318 members 
Mstep: Class 16 contains 29686 members 
Mstep: Class 17 contains 54617 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159583 members 
Mstep: Class 20 contains 19977 members 
Mstep: Class 21 contains 28488 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13432 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56690 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 102991.429688
Iteration 285Q: 31 clusters Score -1.3325e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183150 members 
Mstep: Class 3 contains 83872 members 
Mstep: Class 4 contains 221113 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39716 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47317 members 
Mstep: Class 16 contains 29683 members 
Mstep: Class 17 contains 54617 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159602 members 
Mstep: Class 20 contains 19977 members 
Mstep: Class 21 contains 28489 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13433 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56690 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249984.000000 Penalty: 102991.429688
Iteration 286Q: 31 clusters Score -1.3325e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183153 members 
Mstep: Class 3 contains 83856 members 
Mstep: Class 4 contains 221102 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39720 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47317 members 
Mstep: Class 16 contains 29681 members 
Mstep: Class 17 contains 54615 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159624 members 
Mstep: Class 20 contains 19975 members 
Mstep: Class 21 contains 28489 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13434 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249944.000000 Penalty: 102991.429688
Iteration 287Q: 31 clusters Score -1.332499e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183155 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 221090 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39726 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47318 members 
Mstep: Class 16 contains 29679 members 
Mstep: Class 17 contains 54611 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159647 members 
Mstep: Class 20 contains 19975 members 
Mstep: Class 21 contains 28489 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13434 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56695 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250064.000000 Penalty: 102991.429688
Iteration 288Q: 31 clusters Score -1.332501e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183158 members 
Mstep: Class 3 contains 83824 members 
Mstep: Class 4 contains 221091 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39727 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47318 members 
Mstep: Class 16 contains 29679 members 
Mstep: Class 17 contains 54611 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159669 members 
Mstep: Class 20 contains 19972 members 
Mstep: Class 21 contains 28489 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13433 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56696 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250024.000000 Penalty: 102991.429688
Iteration 289Q: 31 clusters Score -1.3325e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183161 members 
Mstep: Class 3 contains 83806 members 
Mstep: Class 4 contains 221095 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39731 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47318 members 
Mstep: Class 16 contains 29676 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159690 members 
Mstep: Class 20 contains 19968 members 
Mstep: Class 21 contains 28489 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13432 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250128.000000 Penalty: 102991.429688
Iteration 290Q: 31 clusters Score -1.332501e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183164 members 
Mstep: Class 3 contains 83794 members 
Mstep: Class 4 contains 221097 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39733 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47319 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159703 members 
Mstep: Class 20 contains 19963 members 
Mstep: Class 21 contains 28489 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13431 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250008.000000 Penalty: 102991.429688
Iteration 291Q: 31 clusters Score -1.3325e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183165 members 
Mstep: Class 3 contains 83792 members 
Mstep: Class 4 contains 221087 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39738 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47319 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54608 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159718 members 
Mstep: Class 20 contains 19959 members 
Mstep: Class 21 contains 28488 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56695 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250032.000000 Penalty: 102991.429688
Iteration 292Q: 31 clusters Score -1.3325e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183166 members 
Mstep: Class 3 contains 83791 members 
Mstep: Class 4 contains 221081 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39745 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47320 members 
Mstep: Class 16 contains 29673 members 
Mstep: Class 17 contains 54609 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159728 members 
Mstep: Class 20 contains 19954 members 
Mstep: Class 21 contains 28487 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13429 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 56697 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250000.000000 Penalty: 102991.429688
Iteration 293Q: 31 clusters Score -1.3325e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183171 members 
Mstep: Class 3 contains 83789 members 
Mstep: Class 4 contains 221072 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39749 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6560 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47319 members 
Mstep: Class 16 contains 29673 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159742 members 
Mstep: Class 20 contains 19955 members 
Mstep: Class 21 contains 28486 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13428 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56696 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250072.000000 Penalty: 102991.429688
Iteration 294Q: 31 clusters Score -1.332501e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183173 members 
Mstep: Class 3 contains 83789 members 
Mstep: Class 4 contains 221070 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39750 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47319 members 
Mstep: Class 16 contains 29671 members 
Mstep: Class 17 contains 54611 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159751 members 
Mstep: Class 20 contains 19954 members 
Mstep: Class 21 contains 28485 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56695 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249976.000000 Penalty: 102991.429688
Iteration 295Q: 31 clusters Score -1.3325e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183179 members 
Mstep: Class 3 contains 83784 members 
Mstep: Class 4 contains 221069 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39750 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47321 members 
Mstep: Class 16 contains 29672 members 
Mstep: Class 17 contains 54609 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159758 members 
Mstep: Class 20 contains 19952 members 
Mstep: Class 21 contains 28485 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56696 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249968.000000 Penalty: 102991.429688
Iteration 296Q: 31 clusters Score -1.3325e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183183 members 
Mstep: Class 3 contains 83778 members 
Mstep: Class 4 contains 221060 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39750 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47320 members 
Mstep: Class 16 contains 29673 members 
Mstep: Class 17 contains 54613 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159767 members 
Mstep: Class 20 contains 19952 members 
Mstep: Class 21 contains 28484 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56696 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249880.000000 Penalty: 102991.429688
Iteration 297Q: 31 clusters Score -1.332499e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183185 members 
Mstep: Class 3 contains 83776 members 
Mstep: Class 4 contains 221057 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39751 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47319 members 
Mstep: Class 16 contains 29673 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159776 members 
Mstep: Class 20 contains 19950 members 
Mstep: Class 21 contains 28485 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56695 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249928.000000 Penalty: 102991.429688
Iteration 298Q: 31 clusters Score -1.332499e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183187 members 
Mstep: Class 3 contains 83770 members 
Mstep: Class 4 contains 221053 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39751 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47318 members 
Mstep: Class 16 contains 29673 members 
Mstep: Class 17 contains 54612 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159790 members 
Mstep: Class 20 contains 19951 members 
Mstep: Class 21 contains 28484 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249960.000000 Penalty: 102991.429688
Iteration 299Q: 31 clusters Score -1.3325e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183187 members 
Mstep: Class 3 contains 83764 members 
Mstep: Class 4 contains 221051 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39751 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47317 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54613 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159801 members 
Mstep: Class 20 contains 19950 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250024.000000 Penalty: 102991.429688
Iteration 300F: 31 clusters Score -1.3325e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183187 members 
Mstep: Class 3 contains 83756 members 
Mstep: Class 4 contains 221052 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39751 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6545 members 
Mstep: Class 14 contains 10602 members 
Mstep: Class 15 contains 47317 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159810 members 
Mstep: Class 20 contains 19949 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 102991.429688
Iteration 301Q: 31 clusters Score -1.3325e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183189 members 
Mstep: Class 3 contains 83754 members 
Mstep: Class 4 contains 221050 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39751 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 10602 members 
Mstep: Class 15 contains 47316 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54609 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159817 members 
Mstep: Class 20 contains 19949 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249960.000000 Penalty: 102991.429688
Iteration 302Q: 31 clusters Score -1.3325e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183188 members 
Mstep: Class 3 contains 83752 members 
Mstep: Class 4 contains 221050 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39752 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6545 members 
Mstep: Class 14 contains 10602 members 
Mstep: Class 15 contains 47316 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54608 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159823 members 
Mstep: Class 20 contains 19948 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249984.000000 Penalty: 102991.429688
Iteration 303Q: 31 clusters Score -1.3325e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183192 members 
Mstep: Class 3 contains 83750 members 
Mstep: Class 4 contains 221045 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39752 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47316 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159832 members 
Mstep: Class 20 contains 19947 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8215 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56691 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250032.000000 Penalty: 102991.429688
Iteration 304Q: 31 clusters Score -1.3325e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183195 members 
Mstep: Class 3 contains 83748 members 
Mstep: Class 4 contains 221044 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39753 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47313 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159839 members 
Mstep: Class 20 contains 19947 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8215 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 13431 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56690 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249976.000000 Penalty: 102991.429688
Iteration 305Q: 31 clusters Score -1.3325e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183200 members 
Mstep: Class 3 contains 83747 members 
Mstep: Class 4 contains 221041 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39754 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47312 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54610 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159845 members 
Mstep: Class 20 contains 19947 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13434 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56691 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249952.000000 Penalty: 102991.429688
Iteration 306Q: 31 clusters Score -1.3325e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183202 members 
Mstep: Class 3 contains 83744 members 
Mstep: Class 4 contains 221030 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39757 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6532 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47309 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54612 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159857 members 
Mstep: Class 20 contains 19947 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 102991.429688
Iteration 307Q: 31 clusters Score -1.3325e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183203 members 
Mstep: Class 3 contains 83741 members 
Mstep: Class 4 contains 221021 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39762 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54613 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159864 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250032.000000 Penalty: 102991.429688
Iteration 308Q: 31 clusters Score -1.3325e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183204 members 
Mstep: Class 3 contains 83739 members 
Mstep: Class 4 contains 221017 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39766 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47309 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 54612 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159868 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 28481 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13443 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250088.000000 Penalty: 102991.429688
Iteration 309Q: 31 clusters Score -1.332501e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183212 members 
Mstep: Class 3 contains 83738 members 
Mstep: Class 4 contains 221006 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39770 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54614 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159873 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13446 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250064.000000 Penalty: 102991.429688
Iteration 310Q: 31 clusters Score -1.332501e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183216 members 
Mstep: Class 3 contains 83737 members 
Mstep: Class 4 contains 220997 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39774 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54614 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159878 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13444 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250096.000000 Penalty: 102991.429688
Iteration 311Q: 31 clusters Score -1.332501e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183221 members 
Mstep: Class 3 contains 83735 members 
Mstep: Class 4 contains 220994 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39778 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29674 members 
Mstep: Class 17 contains 54614 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159879 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13440 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250064.000000 Penalty: 102991.429688
Iteration 312Q: 31 clusters Score -1.332501e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183225 members 
Mstep: Class 3 contains 83733 members 
Mstep: Class 4 contains 220991 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39779 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29672 members 
Mstep: Class 17 contains 54616 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159883 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13439 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250064.000000 Penalty: 102991.429688
Iteration 313Q: 31 clusters Score -1.332501e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183225 members 
Mstep: Class 3 contains 83731 members 
Mstep: Class 4 contains 220993 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39779 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29669 members 
Mstep: Class 17 contains 54616 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159888 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 28483 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249984.000000 Penalty: 102991.429688
Iteration 314Q: 31 clusters Score -1.3325e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183227 members 
Mstep: Class 3 contains 83726 members 
Mstep: Class 4 contains 220994 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39779 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47306 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 54618 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159896 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 28481 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13439 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250040.000000 Penalty: 102991.429688
Iteration 315Q: 31 clusters Score -1.3325e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183232 members 
Mstep: Class 3 contains 83719 members 
Mstep: Class 4 contains 220992 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39780 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 10602 members 
Mstep: Class 15 contains 47306 members 
Mstep: Class 16 contains 29667 members 
Mstep: Class 17 contains 54619 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159904 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28477 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56695 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250008.000000 Penalty: 102991.429688
Iteration 316Q: 31 clusters Score -1.3325e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183238 members 
Mstep: Class 3 contains 83714 members 
Mstep: Class 4 contains 220990 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39780 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 10602 members 
Mstep: Class 15 contains 47304 members 
Mstep: Class 16 contains 29667 members 
Mstep: Class 17 contains 54619 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159915 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28476 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 102991.429688
Iteration 317Q: 31 clusters Score -1.3325e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183242 members 
Mstep: Class 3 contains 83709 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39781 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29667 members 
Mstep: Class 17 contains 54617 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159924 members 
Mstep: Class 20 contains 19944 members 
Mstep: Class 21 contains 28474 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249984.000000 Penalty: 102991.429688
Iteration 318Q: 31 clusters Score -1.3325e+08 nChanged 25
Entering ConstructFrom: 
Score: -133249984.000000 Penalty: 102991.429688
Entering ConstructFrom: 
Trying to split cluster 1 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -62570.273438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -62570.27 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 300 members 
Entering Unmasked Estep 
Score: -61033.695312 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61033.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61408.570312 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61408.57 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61607.019531 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61607.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61743.097656 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -61743.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61831.964844 Penalty: 3161.166504
	Iteration 4F: 3 clusters Score -61831.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61884.132812 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -61884.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61994.964844 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -61994.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62241.195312 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62365.882812 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62365.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62463.800781 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62512.933594 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62512.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62530.945312 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62530.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62549.007812 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62549.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62549.925781 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62549.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62550.441406 Penalty: 3161.166504
	Iteration 14F: 3 clusters Score -62550.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62559.675781 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -62559.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62568.750000 Penalty: 3161.166504
	Iteration 16Q: 3 clusters Score -62568.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62577.632812 Penalty: 3161.166504
	Iteration 17Q: 3 clusters Score -62577.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62588.039062 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -62588.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62605.214844 Penalty: 3161.166504
	Iteration 19Q: 3 clusters Score -62605.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62627.945312 Penalty: 3161.166504
	Iteration 20F: 3 clusters Score -62627.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62644.671875 Penalty: 3161.166504
	Iteration 21Q: 3 clusters Score -62644.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62652.703125 Penalty: 3161.166504
	Iteration 22Q: 3 clusters Score -62652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62652.703125 Penalty: 3161.166504
	Iteration 23F: 3 clusters Score -62652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 183246 members 
Mstep: Class 3 contains 83703 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39781 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 54614 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159932 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38486 members 
Mstep: Class 31 contains 311 members 
Entering Unmasked Estep 
Score: -133248176.000000 Penalty: 106424.484375
Splitting cluster 1 changes total score from -133249984.000000 to -133248176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (183246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183246 members 
Entering Unmasked Estep 
Score: -24261498.000000 Penalty: 3005.408936
	Iteration 0F: 2 clusters Score -2.42615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -24152792.000000 Penalty: 6010.817871
	Iteration 0F: 3 clusters Score -2.415279e+07 nChanged 87717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -24203766.000000 Penalty: 6010.817871
	Iteration 1F: 3 clusters Score -2.420377e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -24204950.000000 Penalty: 6010.817871
	Iteration 2Q: 3 clusters Score -2.420495e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -24206588.000000 Penalty: 6010.817871
	Iteration 3Q: 3 clusters Score -2.420659e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -24208794.000000 Penalty: 6010.817871
	Iteration 4Q: 3 clusters Score -2.420879e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 107390 members 
Entering Unmasked Estep 
Score: -24212114.000000 Penalty: 6010.817871
	Iteration 5Q: 3 clusters Score -2.421211e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -24217020.000000 Penalty: 6010.817871
	Iteration 6F: 3 clusters Score -2.421702e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 124061 members 
Entering Unmasked Estep 
Score: -24223422.000000 Penalty: 6010.817871
	Iteration 7F: 3 clusters Score -2.422342e+07 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 134370 members 
Entering Unmasked Estep 
Score: -24230750.000000 Penalty: 6010.817871
	Iteration 8F: 3 clusters Score -2.423075e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -24238236.000000 Penalty: 6010.817871
	Iteration 9F: 3 clusters Score -2.423824e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 154431 members 
Entering Unmasked Estep 
Score: -24245388.000000 Penalty: 6010.817871
	Iteration 10F: 3 clusters Score -2.424539e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 162586 members 
Entering Unmasked Estep 
Score: -24251234.000000 Penalty: 6010.817871
	Iteration 11Q: 3 clusters Score -2.425123e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 169414 members 
Entering Unmasked Estep 
Score: -24254872.000000 Penalty: 6010.817871
	Iteration 12Q: 3 clusters Score -2.425487e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -24257064.000000 Penalty: 6010.817871
	Iteration 13Q: 3 clusters Score -2.425706e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 178153 members 
Entering Unmasked Estep 
Score: -24258052.000000 Penalty: 6010.817871
	Iteration 14Q: 3 clusters Score -2.425805e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 180378 members 
Entering Unmasked Estep 
Score: -24258570.000000 Penalty: 6010.817871
	Iteration 15Q: 3 clusters Score -2.425857e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 181613 members 
Entering Unmasked Estep 
Score: -24258796.000000 Penalty: 6010.817871
	Iteration 16Q: 3 clusters Score -2.42588e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 182174 members 
Entering Unmasked Estep 
Score: -24258860.000000 Penalty: 6010.817871
	Iteration 17Q: 3 clusters Score -2.425886e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 182461 members 
Entering Unmasked Estep 
Score: -24258880.000000 Penalty: 6010.817871
	Iteration 18Q: 3 clusters Score -2.425888e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 182598 members 
Entering Unmasked Estep 
Score: -24258970.000000 Penalty: 6010.817871
	Iteration 19Q: 3 clusters Score -2.425897e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 182663 members 
Entering Unmasked Estep 
Score: -24258986.000000 Penalty: 6010.817871
	Iteration 20F: 3 clusters Score -2.425899e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 182706 members 
Entering Unmasked Estep 
Score: -24259028.000000 Penalty: 6010.817871
	Iteration 21Q: 3 clusters Score -2.425903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 182734 members 
Entering Unmasked Estep 
Score: -24259042.000000 Penalty: 6010.817871
	Iteration 22Q: 3 clusters Score -2.425904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 182754 members 
Entering Unmasked Estep 
Score: -24259054.000000 Penalty: 6010.817871
	Iteration 23Q: 3 clusters Score -2.425905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 182765 members 
Entering Unmasked Estep 
Score: -24259062.000000 Penalty: 6010.817871
	Iteration 24Q: 3 clusters Score -2.425906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 182773 members 
Entering Unmasked Estep 
Score: -24259070.000000 Penalty: 6010.817871
	Iteration 25Q: 3 clusters Score -2.425907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 182780 members 
Entering Unmasked Estep 
Score: -24259078.000000 Penalty: 6010.817871
	Iteration 26Q: 3 clusters Score -2.425908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 182779 members 
Entering Unmasked Estep 
Score: -24259076.000000 Penalty: 6010.817871
	Iteration 27Q: 3 clusters Score -2.425908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 182783 members 
Entering Unmasked Estep 
Score: -24259084.000000 Penalty: 6010.817871
	Iteration 28Q: 3 clusters Score -2.425908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 182785 members 
Entering Unmasked Estep 
Score: -24259090.000000 Penalty: 6010.817871
	Iteration 29Q: 3 clusters Score -2.425909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 182788 members 
Entering Unmasked Estep 
Score: -24259076.000000 Penalty: 6010.817871
	Iteration 30Q: 3 clusters Score -2.425908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 182794 members 
Entering Unmasked Estep 
Score: -24259080.000000 Penalty: 6010.817871
	Iteration 31Q: 3 clusters Score -2.425908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 182801 members 
Entering Unmasked Estep 
Score: -24259092.000000 Penalty: 6010.817871
	Iteration 32Q: 3 clusters Score -2.425909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 182806 members 
Entering Unmasked Estep 
Score: -24259074.000000 Penalty: 6010.817871
	Iteration 33Q: 3 clusters Score -2.425907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 182807 members 
Entering Unmasked Estep 
Score: -24259080.000000 Penalty: 6010.817871
	Iteration 34Q: 3 clusters Score -2.425908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 182810 members 
Entering Unmasked Estep 
Score: -24259080.000000 Penalty: 6010.817871
	Iteration 35Q: 3 clusters Score -2.425908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 182809 members 
Entering Unmasked Estep 
Score: -24259086.000000 Penalty: 6010.817871
	Iteration 36Q: 3 clusters Score -2.425909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 182810 members 
Entering Unmasked Estep 
Score: -24259082.000000 Penalty: 6010.817871
	Iteration 37Q: 3 clusters Score -2.425908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 182811 members 
Entering Unmasked Estep 
Score: -24259086.000000 Penalty: 6010.817871
	Iteration 38Q: 3 clusters Score -2.425909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 182813 members 
Entering Unmasked Estep 
Score: -24259082.000000 Penalty: 6010.817871
	Iteration 39Q: 3 clusters Score -2.425908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 182816 members 
Entering Unmasked Estep 
Score: -24259096.000000 Penalty: 6010.817871
	Iteration 40F: 3 clusters Score -2.42591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 182817 members 
Entering Unmasked Estep 
Score: -24259106.000000 Penalty: 6010.817871
	Iteration 41Q: 3 clusters Score -2.425911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 182817 members 
Entering Unmasked Estep 
Score: -24259106.000000 Penalty: 6010.817871
	Iteration 42F: 3 clusters Score -2.425911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Entering Unmasked Estep 
Score: -11171630.000000 Penalty: 2811.087646
	Iteration 0F: 2 clusters Score -1.117163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -11115415.000000 Penalty: 5622.175293
	Iteration 0F: 3 clusters Score -1.111542e+07 nChanged 39556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -11137875.000000 Penalty: 5622.175293
	Iteration 1F: 3 clusters Score -1.113788e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -11138684.000000 Penalty: 5622.175293
	Iteration 2Q: 3 clusters Score -1.113868e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -11139544.000000 Penalty: 5622.175293
	Iteration 3Q: 3 clusters Score -1.113954e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -11140684.000000 Penalty: 5622.175293
	Iteration 4Q: 3 clusters Score -1.114068e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -11142385.000000 Penalty: 5622.175293
	Iteration 5Q: 3 clusters Score -1.114238e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -11145263.000000 Penalty: 5622.175293
	Iteration 6F: 3 clusters Score -1.114526e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -11149288.000000 Penalty: 5622.175293
	Iteration 7F: 3 clusters Score -1.114929e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -11153938.000000 Penalty: 5622.175293
	Iteration 8F: 3 clusters Score -1.115394e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -11158125.000000 Penalty: 5622.175293
	Iteration 9F: 3 clusters Score -1.115812e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -11161327.000000 Penalty: 5622.175293
	Iteration 10Q: 3 clusters Score -1.116133e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -11163282.000000 Penalty: 5622.175293
	Iteration 11Q: 3 clusters Score -1.116328e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -11164430.000000 Penalty: 5622.175293
	Iteration 12Q: 3 clusters Score -1.116443e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -11165193.000000 Penalty: 5622.175293
	Iteration 13Q: 3 clusters Score -1.116519e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -11165817.000000 Penalty: 5622.175293
	Iteration 14Q: 3 clusters Score -1.116582e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -11166372.000000 Penalty: 5622.175293
	Iteration 15Q: 3 clusters Score -1.116637e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -11166847.000000 Penalty: 5622.175293
	Iteration 16Q: 3 clusters Score -1.116685e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -11167285.000000 Penalty: 5622.175293
	Iteration 17Q: 3 clusters Score -1.116728e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -11167669.000000 Penalty: 5622.175293
	Iteration 18Q: 3 clusters Score -1.116767e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -11167990.000000 Penalty: 5622.175293
	Iteration 19Q: 3 clusters Score -1.116799e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -11168223.000000 Penalty: 5622.175293
	Iteration 20F: 3 clusters Score -1.116822e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -11168429.000000 Penalty: 5622.175293
	Iteration 21Q: 3 clusters Score -1.116843e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -11168614.000000 Penalty: 5622.175293
	Iteration 22Q: 3 clusters Score -1.116861e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -11168754.000000 Penalty: 5622.175293
	Iteration 23Q: 3 clusters Score -1.116875e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -11168876.000000 Penalty: 5622.175293
	Iteration 24Q: 3 clusters Score -1.116888e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -11168991.000000 Penalty: 5622.175293
	Iteration 25Q: 3 clusters Score -1.116899e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -11169060.000000 Penalty: 5622.175293
	Iteration 26Q: 3 clusters Score -1.116906e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -11169144.000000 Penalty: 5622.175293
	Iteration 27Q: 3 clusters Score -1.116914e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -11169200.000000 Penalty: 5622.175293
	Iteration 28Q: 3 clusters Score -1.11692e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -11169210.000000 Penalty: 5622.175293
	Iteration 29Q: 3 clusters Score -1.116921e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -11169248.000000 Penalty: 5622.175293
	Iteration 30Q: 3 clusters Score -1.116925e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -11169273.000000 Penalty: 5622.175293
	Iteration 31Q: 3 clusters Score -1.116927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -11169294.000000 Penalty: 5622.175293
	Iteration 32Q: 3 clusters Score -1.116929e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -11169349.000000 Penalty: 5622.175293
	Iteration 33Q: 3 clusters Score -1.116935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -11169363.000000 Penalty: 5622.175293
	Iteration 34Q: 3 clusters Score -1.116936e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -11169358.000000 Penalty: 5622.175293
	Iteration 35Q: 3 clusters Score -1.116936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -11169402.000000 Penalty: 5622.175293
	Iteration 36Q: 3 clusters Score -1.11694e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -11169402.000000 Penalty: 5622.175293
	Iteration 37Q: 3 clusters Score -1.11694e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -11169424.000000 Penalty: 5622.175293
	Iteration 38Q: 3 clusters Score -1.116942e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -11169426.000000 Penalty: 5622.175293
	Iteration 39Q: 3 clusters Score -1.116943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -11169452.000000 Penalty: 5622.175293
	Iteration 40F: 3 clusters Score -1.116945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -11169447.000000 Penalty: 5622.175293
	Iteration 41Q: 3 clusters Score -1.116945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -11169454.000000 Penalty: 5622.175293
	Iteration 42Q: 3 clusters Score -1.116945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -11169463.000000 Penalty: 5622.175293
	Iteration 43Q: 3 clusters Score -1.116946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -11169475.000000 Penalty: 5622.175293
	Iteration 44Q: 3 clusters Score -1.116948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 82773 members 
Entering Unmasked Estep 
Score: -11169486.000000 Penalty: 5622.175293
	Iteration 45Q: 3 clusters Score -1.116949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -11169490.000000 Penalty: 5622.175293
	Iteration 46Q: 3 clusters Score -1.116949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -11169502.000000 Penalty: 5622.175293
	Iteration 47Q: 3 clusters Score -1.11695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -11169508.000000 Penalty: 5622.175293
	Iteration 48Q: 3 clusters Score -1.116951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -11169512.000000 Penalty: 5622.175293
	Iteration 49Q: 3 clusters Score -1.116951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -11169525.000000 Penalty: 5622.175293
	Iteration 50Q: 3 clusters Score -1.116952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -11169545.000000 Penalty: 5622.175293
	Iteration 51Q: 3 clusters Score -1.116954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -11169558.000000 Penalty: 5622.175293
	Iteration 52Q: 3 clusters Score -1.116956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -11169555.000000 Penalty: 5622.175293
	Iteration 53Q: 3 clusters Score -1.116956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -11169576.000000 Penalty: 5622.175293
	Iteration 54Q: 3 clusters Score -1.116958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -11169597.000000 Penalty: 5622.175293
	Iteration 55Q: 3 clusters Score -1.11696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -11169591.000000 Penalty: 5622.175293
	Iteration 56Q: 3 clusters Score -1.116959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -11169613.000000 Penalty: 5622.175293
	Iteration 57Q: 3 clusters Score -1.116961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -11169626.000000 Penalty: 5622.175293
	Iteration 58Q: 3 clusters Score -1.116963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -11169667.000000 Penalty: 5622.175293
	Iteration 59Q: 3 clusters Score -1.116967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 82949 members 
Entering Unmasked Estep 
Score: -11169689.000000 Penalty: 5622.175293
	Iteration 60F: 3 clusters Score -1.116969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -11169683.000000 Penalty: 5622.175293
	Iteration 61Q: 3 clusters Score -1.116968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -11169702.000000 Penalty: 5622.175293
	Iteration 62Q: 3 clusters Score -1.11697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -11169714.000000 Penalty: 5622.175293
	Iteration 63Q: 3 clusters Score -1.116971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -11169722.000000 Penalty: 5622.175293
	Iteration 64Q: 3 clusters Score -1.116972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -11169725.000000 Penalty: 5622.175293
	Iteration 65Q: 3 clusters Score -1.116972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -11169731.000000 Penalty: 5622.175293
	Iteration 66Q: 3 clusters Score -1.116973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -11169740.000000 Penalty: 5622.175293
	Iteration 67Q: 3 clusters Score -1.116974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -11169739.000000 Penalty: 5622.175293
	Iteration 68Q: 3 clusters Score -1.116974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -11169746.000000 Penalty: 5622.175293
	Iteration 69Q: 3 clusters Score -1.116975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -11169754.000000 Penalty: 5622.175293
	Iteration 70Q: 3 clusters Score -1.116975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -11169755.000000 Penalty: 5622.175293
	Iteration 71Q: 3 clusters Score -1.116976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -11169766.000000 Penalty: 5622.175293
	Iteration 72Q: 3 clusters Score -1.116977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -11169769.000000 Penalty: 5622.175293
	Iteration 73Q: 3 clusters Score -1.116977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -11169765.000000 Penalty: 5622.175293
	Iteration 74Q: 3 clusters Score -1.116976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -11169780.000000 Penalty: 5622.175293
	Iteration 75Q: 3 clusters Score -1.116978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -11169778.000000 Penalty: 5622.175293
	Iteration 76Q: 3 clusters Score -1.116978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -11169769.000000 Penalty: 5622.175293
	Iteration 77Q: 3 clusters Score -1.116977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -11169782.000000 Penalty: 5622.175293
	Iteration 78Q: 3 clusters Score -1.116978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -11169780.000000 Penalty: 5622.175293
	Iteration 79Q: 3 clusters Score -1.116978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -11169787.000000 Penalty: 5622.175293
	Iteration 80F: 3 clusters Score -1.116979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -11169790.000000 Penalty: 5622.175293
	Iteration 81Q: 3 clusters Score -1.116979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -11169792.000000 Penalty: 5622.175293
	Iteration 82Q: 3 clusters Score -1.116979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -11169795.000000 Penalty: 5622.175293
	Iteration 83Q: 3 clusters Score -1.11698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -11169813.000000 Penalty: 5622.175293
	Iteration 84Q: 3 clusters Score -1.116981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -11169811.000000 Penalty: 5622.175293
	Iteration 85Q: 3 clusters Score -1.116981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -11169805.000000 Penalty: 5622.175293
	Iteration 86Q: 3 clusters Score -1.11698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -11169814.000000 Penalty: 5622.175293
	Iteration 87Q: 3 clusters Score -1.116981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -11169813.000000 Penalty: 5622.175293
	Iteration 88Q: 3 clusters Score -1.116981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -11169818.000000 Penalty: 5622.175293
	Iteration 89Q: 3 clusters Score -1.116982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -11169816.000000 Penalty: 5622.175293
	Iteration 90Q: 3 clusters Score -1.116982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -11169820.000000 Penalty: 5622.175293
	Iteration 91Q: 3 clusters Score -1.116982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -11169819.000000 Penalty: 5622.175293
	Iteration 92Q: 3 clusters Score -1.116982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -11169817.000000 Penalty: 5622.175293
	Iteration 93Q: 3 clusters Score -1.116982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -11169822.000000 Penalty: 5622.175293
	Iteration 94Q: 3 clusters Score -1.116982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -11169812.000000 Penalty: 5622.175293
	Iteration 95Q: 3 clusters Score -1.116981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -11169815.000000 Penalty: 5622.175293
	Iteration 96Q: 3 clusters Score -1.116982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -11169816.000000 Penalty: 5622.175293
	Iteration 97Q: 3 clusters Score -1.116982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -11169816.000000 Penalty: 5622.175293
	Iteration 98F: 3 clusters Score -1.116982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220989 members 
Entering Unmasked Estep 
Score: -29300966.000000 Penalty: 3051.855225
	Iteration 0F: 2 clusters Score -2.930097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 110400 members 
Entering Unmasked Estep 
Score: -29163246.000000 Penalty: 6103.710449
	Iteration 0F: 3 clusters Score -2.916325e+07 nChanged 106586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111817 members 
Mstep: Class 2 contains 109172 members 
Entering Unmasked Estep 
Score: -29226450.000000 Penalty: 6103.710449
	Iteration 1F: 3 clusters Score -2.922645e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -29227740.000000 Penalty: 6103.710449
	Iteration 2Q: 3 clusters Score -2.922774e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -29229300.000000 Penalty: 6103.710449
	Iteration 3Q: 3 clusters Score -2.92293e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -29231430.000000 Penalty: 6103.710449
	Iteration 4Q: 3 clusters Score -2.923143e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117611 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -29234792.000000 Penalty: 6103.710449
	Iteration 5Q: 3 clusters Score -2.923479e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -29239888.000000 Penalty: 6103.710449
	Iteration 6Q: 3 clusters Score -2.923989e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125937 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -29247190.000000 Penalty: 6103.710449
	Iteration 7F: 3 clusters Score -2.924719e+07 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131484 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -29255972.000000 Penalty: 6103.710449
	Iteration 8F: 3 clusters Score -2.925597e+07 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137035 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -29264826.000000 Penalty: 6103.710449
	Iteration 9F: 3 clusters Score -2.926483e+07 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142246 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -29271064.000000 Penalty: 6103.710449
	Iteration 10F: 3 clusters Score -2.927106e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146911 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -29274670.000000 Penalty: 6103.710449
	Iteration 11Q: 3 clusters Score -2.927467e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151304 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -29277030.000000 Penalty: 6103.710449
	Iteration 12Q: 3 clusters Score -2.927703e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -29278604.000000 Penalty: 6103.710449
	Iteration 13Q: 3 clusters Score -2.92786e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -29279938.000000 Penalty: 6103.710449
	Iteration 14Q: 3 clusters Score -2.927994e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164238 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -29281228.000000 Penalty: 6103.710449
	Iteration 15Q: 3 clusters Score -2.928123e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168468 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -29282434.000000 Penalty: 6103.710449
	Iteration 16Q: 3 clusters Score -2.928243e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -29283836.000000 Penalty: 6103.710449
	Iteration 17Q: 3 clusters Score -2.928384e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177103 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -29285152.000000 Penalty: 6103.710449
	Iteration 18Q: 3 clusters Score -2.928515e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181410 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -29286382.000000 Penalty: 6103.710449
	Iteration 19Q: 3 clusters Score -2.928638e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185532 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -29287734.000000 Penalty: 6103.710449
	Iteration 20F: 3 clusters Score -2.928773e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189576 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -29288970.000000 Penalty: 6103.710449
	Iteration 21Q: 3 clusters Score -2.928897e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193401 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -29290244.000000 Penalty: 6103.710449
	Iteration 22Q: 3 clusters Score -2.929024e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196954 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -29291248.000000 Penalty: 6103.710449
	Iteration 23Q: 3 clusters Score -2.929125e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200165 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -29291994.000000 Penalty: 6103.710449
	Iteration 24Q: 3 clusters Score -2.929199e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202964 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -29292648.000000 Penalty: 6103.710449
	Iteration 25Q: 3 clusters Score -2.929265e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205558 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -29293556.000000 Penalty: 6103.710449
	Iteration 26Q: 3 clusters Score -2.929356e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207857 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -29294194.000000 Penalty: 6103.710449
	Iteration 27Q: 3 clusters Score -2.929419e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209826 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -29294742.000000 Penalty: 6103.710449
	Iteration 28Q: 3 clusters Score -2.929474e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211549 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -29295240.000000 Penalty: 6103.710449
	Iteration 29Q: 3 clusters Score -2.929524e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213030 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -29295768.000000 Penalty: 6103.710449
	Iteration 30Q: 3 clusters Score -2.929577e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214227 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -29296210.000000 Penalty: 6103.710449
	Iteration 31Q: 3 clusters Score -2.929621e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215205 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -29296400.000000 Penalty: 6103.710449
	Iteration 32Q: 3 clusters Score -2.92964e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215954 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -29296566.000000 Penalty: 6103.710449
	Iteration 33Q: 3 clusters Score -2.929657e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216571 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -29296812.000000 Penalty: 6103.710449
	Iteration 34Q: 3 clusters Score -2.929681e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217126 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -29296956.000000 Penalty: 6103.710449
	Iteration 35Q: 3 clusters Score -2.929696e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217580 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -29297130.000000 Penalty: 6103.710449
	Iteration 36Q: 3 clusters Score -2.929713e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217940 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -29297348.000000 Penalty: 6103.710449
	Iteration 37Q: 3 clusters Score -2.929735e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218245 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -29297454.000000 Penalty: 6103.710449
	Iteration 38Q: 3 clusters Score -2.929745e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218519 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -29297558.000000 Penalty: 6103.710449
	Iteration 39Q: 3 clusters Score -2.929756e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218753 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -29297726.000000 Penalty: 6103.710449
	Iteration 40F: 3 clusters Score -2.929773e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218954 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -29297812.000000 Penalty: 6103.710449
	Iteration 41Q: 3 clusters Score -2.929781e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219093 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -29297850.000000 Penalty: 6103.710449
	Iteration 42Q: 3 clusters Score -2.929785e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219196 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -29297888.000000 Penalty: 6103.710449
	Iteration 43Q: 3 clusters Score -2.929789e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219289 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -29297964.000000 Penalty: 6103.710449
	Iteration 44Q: 3 clusters Score -2.929796e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219361 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -29297972.000000 Penalty: 6103.710449
	Iteration 45Q: 3 clusters Score -2.929797e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219417 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -29298034.000000 Penalty: 6103.710449
	Iteration 46Q: 3 clusters Score -2.929803e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219456 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -29298046.000000 Penalty: 6103.710449
	Iteration 47Q: 3 clusters Score -2.929805e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219497 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -29298058.000000 Penalty: 6103.710449
	Iteration 48Q: 3 clusters Score -2.929806e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219529 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -29298052.000000 Penalty: 6103.710449
	Iteration 49Q: 3 clusters Score -2.929805e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219552 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -29298046.000000 Penalty: 6103.710449
	Iteration 50Q: 3 clusters Score -2.929805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219575 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -29298090.000000 Penalty: 6103.710449
	Iteration 51Q: 3 clusters Score -2.929809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219594 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -29298076.000000 Penalty: 6103.710449
	Iteration 52Q: 3 clusters Score -2.929808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219614 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -29298122.000000 Penalty: 6103.710449
	Iteration 53Q: 3 clusters Score -2.929812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219633 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -29298158.000000 Penalty: 6103.710449
	Iteration 54Q: 3 clusters Score -2.929816e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219662 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -29298140.000000 Penalty: 6103.710449
	Iteration 55Q: 3 clusters Score -2.929814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219678 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -29298156.000000 Penalty: 6103.710449
	Iteration 56Q: 3 clusters Score -2.929816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219696 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -29298164.000000 Penalty: 6103.710449
	Iteration 57Q: 3 clusters Score -2.929816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219707 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -29298186.000000 Penalty: 6103.710449
	Iteration 58Q: 3 clusters Score -2.929819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219722 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -29298182.000000 Penalty: 6103.710449
	Iteration 59Q: 3 clusters Score -2.929818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219735 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -29298176.000000 Penalty: 6103.710449
	Iteration 60F: 3 clusters Score -2.929818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219743 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -29298208.000000 Penalty: 6103.710449
	Iteration 61Q: 3 clusters Score -2.929821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219760 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -29298202.000000 Penalty: 6103.710449
	Iteration 62Q: 3 clusters Score -2.92982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219774 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -29298232.000000 Penalty: 6103.710449
	Iteration 63Q: 3 clusters Score -2.929823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219786 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -29298214.000000 Penalty: 6103.710449
	Iteration 64Q: 3 clusters Score -2.929821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219801 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -29298214.000000 Penalty: 6103.710449
	Iteration 65Q: 3 clusters Score -2.929821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219806 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -29298212.000000 Penalty: 6103.710449
	Iteration 66Q: 3 clusters Score -2.929821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219815 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -29298208.000000 Penalty: 6103.710449
	Iteration 67Q: 3 clusters Score -2.929821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219828 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -29298236.000000 Penalty: 6103.710449
	Iteration 68Q: 3 clusters Score -2.929824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219834 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -29298238.000000 Penalty: 6103.710449
	Iteration 69Q: 3 clusters Score -2.929824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219842 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -29298250.000000 Penalty: 6103.710449
	Iteration 70Q: 3 clusters Score -2.929825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219854 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -29298264.000000 Penalty: 6103.710449
	Iteration 71Q: 3 clusters Score -2.929826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219865 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -29298296.000000 Penalty: 6103.710449
	Iteration 72Q: 3 clusters Score -2.92983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219872 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -29298292.000000 Penalty: 6103.710449
	Iteration 73Q: 3 clusters Score -2.929829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219882 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -29298298.000000 Penalty: 6103.710449
	Iteration 74Q: 3 clusters Score -2.92983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219888 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -29298284.000000 Penalty: 6103.710449
	Iteration 75Q: 3 clusters Score -2.929828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219889 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -29298288.000000 Penalty: 6103.710449
	Iteration 76Q: 3 clusters Score -2.929829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219891 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -29298290.000000 Penalty: 6103.710449
	Iteration 77Q: 3 clusters Score -2.929829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219893 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -29298276.000000 Penalty: 6103.710449
	Iteration 78Q: 3 clusters Score -2.929828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219897 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -29298270.000000 Penalty: 6103.710449
	Iteration 79Q: 3 clusters Score -2.929827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219898 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -29298270.000000 Penalty: 6103.710449
	Iteration 80F: 3 clusters Score -2.929827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219903 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -29298282.000000 Penalty: 6103.710449
	Iteration 81Q: 3 clusters Score -2.929828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219907 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -29298288.000000 Penalty: 6103.710449
	Iteration 82Q: 3 clusters Score -2.929829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219912 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -29298284.000000 Penalty: 6103.710449
	Iteration 83Q: 3 clusters Score -2.929828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219916 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -29298274.000000 Penalty: 6103.710449
	Iteration 84Q: 3 clusters Score -2.929827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219921 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -29298300.000000 Penalty: 6103.710449
	Iteration 85Q: 3 clusters Score -2.92983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219922 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -29298292.000000 Penalty: 6103.710449
	Iteration 86Q: 3 clusters Score -2.929829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219923 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -29298300.000000 Penalty: 6103.710449
	Iteration 87Q: 3 clusters Score -2.92983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219930 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -29298310.000000 Penalty: 6103.710449
	Iteration 88Q: 3 clusters Score -2.929831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219939 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -29298306.000000 Penalty: 6103.710449
	Iteration 89Q: 3 clusters Score -2.929831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219944 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -29298302.000000 Penalty: 6103.710449
	Iteration 90Q: 3 clusters Score -2.92983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219948 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -29298300.000000 Penalty: 6103.710449
	Iteration 91Q: 3 clusters Score -2.92983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219952 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -29298286.000000 Penalty: 6103.710449
	Iteration 92Q: 3 clusters Score -2.929829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219957 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -29298292.000000 Penalty: 6103.710449
	Iteration 93Q: 3 clusters Score -2.929829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219960 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -29298306.000000 Penalty: 6103.710449
	Iteration 94Q: 3 clusters Score -2.929831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219966 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -29298312.000000 Penalty: 6103.710449
	Iteration 95Q: 3 clusters Score -2.929831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219970 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -29298340.000000 Penalty: 6103.710449
	Iteration 96Q: 3 clusters Score -2.929834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219979 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -29298332.000000 Penalty: 6103.710449
	Iteration 97Q: 3 clusters Score -2.929833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219988 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -29298324.000000 Penalty: 6103.710449
	Iteration 98Q: 3 clusters Score -2.929832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219991 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -29298340.000000 Penalty: 6103.710449
	Iteration 99Q: 3 clusters Score -2.929834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219996 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -29298340.000000 Penalty: 6103.710449
	Iteration 100F: 3 clusters Score -2.929834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220002 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -29298336.000000 Penalty: 6103.710449
	Iteration 101Q: 3 clusters Score -2.929834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220006 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -29298330.000000 Penalty: 6103.710449
	Iteration 102Q: 3 clusters Score -2.929833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220008 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -29298338.000000 Penalty: 6103.710449
	Iteration 103Q: 3 clusters Score -2.929834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220009 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -29298346.000000 Penalty: 6103.710449
	Iteration 104Q: 3 clusters Score -2.929835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -29298364.000000 Penalty: 6103.710449
	Iteration 105Q: 3 clusters Score -2.929836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -29298364.000000 Penalty: 6103.710449
	Iteration 106F: 3 clusters Score -2.929836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56804.226562 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56804.23 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57046.003906 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -57046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57114.390625 Penalty: 3090.318848
	Iteration 2Q: 3 clusters Score -57114.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57144.949219 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -57144.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57172.117188 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -57172.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57190.542969 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -57190.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57211.402344 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -57211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57226.753906 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -57226.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57244.558594 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -57244.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57254.679688 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -57254.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57277.460938 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -57277.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57290.464844 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -57290.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57323.468750 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -57323.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -57386.347656 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -57386.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57451.351562 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -57451.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -57516.289062 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -57516.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -57556.960938 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -57556.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -57601.375000 Penalty: 3090.318848
	Iteration 17Q: 3 clusters Score -57601.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -57632.433594 Penalty: 3090.318848
	Iteration 18Q: 3 clusters Score -57632.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -57650.390625 Penalty: 3090.318848
	Iteration 19Q: 3 clusters Score -57650.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -57682.632812 Penalty: 3090.318848
	Iteration 20F: 3 clusters Score -57682.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57725.835938 Penalty: 3090.318848
	Iteration 21Q: 3 clusters Score -57725.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -57806.027344 Penalty: 3090.318848
	Iteration 22Q: 3 clusters Score -57806.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -57902.480469 Penalty: 3090.318848
	Iteration 23Q: 3 clusters Score -57902.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -57953.046875 Penalty: 3090.318848
	Iteration 24Q: 3 clusters Score -57953.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58075.007812 Penalty: 3090.318848
	Iteration 25Q: 3 clusters Score -58075.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58155.628906 Penalty: 3090.318848
	Iteration 26Q: 3 clusters Score -58155.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58175.566406 Penalty: 3090.318848
	Iteration 27Q: 3 clusters Score -58175.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58193.117188 Penalty: 3090.318848
	Iteration 28Q: 3 clusters Score -58193.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58229.691406 Penalty: 3090.318848
	Iteration 29Q: 3 clusters Score -58229.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58288.507812 Penalty: 3090.318848
	Iteration 30Q: 3 clusters Score -58288.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58331.968750 Penalty: 3090.318848
	Iteration 31Q: 3 clusters Score -58331.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58341.746094 Penalty: 3090.318848
	Iteration 32Q: 3 clusters Score -58341.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58341.746094 Penalty: 3090.318848
	Iteration 33F: 3 clusters Score -58341.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183246 members 
Mstep: Class 3 contains 83703 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39781 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 54614 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159932 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38486 members 
Mstep: Class 31 contains 170 members 
Entering Unmasked Estep 
Score: -133248128.000000 Penalty: 106424.484375
Splitting cluster 5 changes total score from -133249984.000000 to -133248128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -376749.781250 Penalty: 1979.554565
	Iteration 0F: 2 clusters Score -376749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -373555.312500 Penalty: 3959.109131
	Iteration 0F: 3 clusters Score -373555.3 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -374273.812500 Penalty: 3959.109131
	Iteration 1F: 3 clusters Score -374273.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -374478.875000 Penalty: 3959.109131
	Iteration 2F: 3 clusters Score -374478.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -374604.250000 Penalty: 3959.109131
	Iteration 3F: 3 clusters Score -374604.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -374704.375000 Penalty: 3959.109131
	Iteration 4Q: 3 clusters Score -374704.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -374789.218750 Penalty: 3959.109131
	Iteration 5Q: 3 clusters Score -374789.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -374866.656250 Penalty: 3959.109131
	Iteration 6Q: 3 clusters Score -374866.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -374933.500000 Penalty: 3959.109131
	Iteration 7Q: 3 clusters Score -374933.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -375005.750000 Penalty: 3959.109131
	Iteration 8Q: 3 clusters Score -375005.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -375060.656250 Penalty: 3959.109131
	Iteration 9Q: 3 clusters Score -375060.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -375117.781250 Penalty: 3959.109131
	Iteration 10Q: 3 clusters Score -375117.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -375186.281250 Penalty: 3959.109131
	Iteration 11Q: 3 clusters Score -375186.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -375267.531250 Penalty: 3959.109131
	Iteration 12Q: 3 clusters Score -375267.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -375367.875000 Penalty: 3959.109131
	Iteration 13Q: 3 clusters Score -375367.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -375505.000000 Penalty: 3959.109131
	Iteration 14Q: 3 clusters Score -375505 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -375724.156250 Penalty: 3959.109131
	Iteration 15Q: 3 clusters Score -375724.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -375952.281250 Penalty: 3959.109131
	Iteration 16Q: 3 clusters Score -375952.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -376122.312500 Penalty: 3959.109131
	Iteration 17Q: 3 clusters Score -376122.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -376207.812500 Penalty: 3959.109131
	Iteration 18Q: 3 clusters Score -376207.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -376237.812500 Penalty: 3959.109131
	Iteration 19Q: 3 clusters Score -376237.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -376248.906250 Penalty: 3959.109131
	Iteration 20F: 3 clusters Score -376248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -376255.500000 Penalty: 3959.109131
	Iteration 21Q: 3 clusters Score -376255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -376258.593750 Penalty: 3959.109131
	Iteration 22Q: 3 clusters Score -376258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -376260.406250 Penalty: 3959.109131
	Iteration 23Q: 3 clusters Score -376260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -376261.187500 Penalty: 3959.109131
	Iteration 24Q: 3 clusters Score -376261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -376262.750000 Penalty: 3959.109131
	Iteration 25Q: 3 clusters Score -376262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -376263.531250 Penalty: 3959.109131
	Iteration 26Q: 3 clusters Score -376263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -376263.531250 Penalty: 3959.109131
	Iteration 27F: 3 clusters Score -376263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -40917.453125 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -40917.45 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 201 members 
Entering Unmasked Estep 
Score: -39689.605469 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -39689.61 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40332.449219 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -40332.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40820.339844 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -40820.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41233.511719 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -41233.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41430.875000 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -41430.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41583.894531 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -41583.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41646.925781 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -41646.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41678.832031 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -41678.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41684.960938 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -41684.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41684.960938 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -41684.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183246 members 
Mstep: Class 3 contains 83703 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39781 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 54614 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159932 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38486 members 
Mstep: Class 31 contains 231 members 
Entering Unmasked Estep 
Score: -133248776.000000 Penalty: 106424.484375
Splitting cluster 7 changes total score from -133249984.000000 to -133248776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -185020.750000 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -185020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -182766.812500 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -182766.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -183133.781250 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -183133.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -183244.812500 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -183244.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -183304.937500 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -183304.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -183338.453125 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -183338.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -183362.453125 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -183362.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -183380.406250 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -183380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183389.625000 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -183389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183394.625000 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -183394.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183398.578125 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -183398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183400.203125 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -183400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -183402.281250 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -183402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183404.281250 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -183404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183405.718750 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -183405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -183408.468750 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -183408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -183410.343750 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -183410.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183411.187500 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -183411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183413.015625 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -183413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183413.015625 Penalty: 3605.729736
	Iteration 18F: 3 clusters Score -183413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -404234.187500 Penalty: 2025.291992
	Iteration 0F: 2 clusters Score -404234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -400601.531250 Penalty: 4050.583984
	Iteration 0F: 3 clusters Score -400601.5 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -401439.968750 Penalty: 4050.583984
	Iteration 1F: 3 clusters Score -401440 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -401657.437500 Penalty: 4050.583984
	Iteration 2F: 3 clusters Score -401657.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -401805.406250 Penalty: 4050.583984
	Iteration 3F: 3 clusters Score -401805.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -401921.718750 Penalty: 4050.583984
	Iteration 4Q: 3 clusters Score -401921.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -402013.781250 Penalty: 4050.583984
	Iteration 5Q: 3 clusters Score -402013.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -402080.218750 Penalty: 4050.583984
	Iteration 6Q: 3 clusters Score -402080.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -402129.468750 Penalty: 4050.583984
	Iteration 7Q: 3 clusters Score -402129.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -402179.156250 Penalty: 4050.583984
	Iteration 8Q: 3 clusters Score -402179.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -402226.406250 Penalty: 4050.583984
	Iteration 9Q: 3 clusters Score -402226.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -402259.281250 Penalty: 4050.583984
	Iteration 10Q: 3 clusters Score -402259.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -402289.000000 Penalty: 4050.583984
	Iteration 11Q: 3 clusters Score -402289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -402308.125000 Penalty: 4050.583984
	Iteration 12Q: 3 clusters Score -402308.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -402321.062500 Penalty: 4050.583984
	Iteration 13Q: 3 clusters Score -402321.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -402341.281250 Penalty: 4050.583984
	Iteration 14Q: 3 clusters Score -402341.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -402361.312500 Penalty: 4050.583984
	Iteration 15Q: 3 clusters Score -402361.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -402385.437500 Penalty: 4050.583984
	Iteration 16Q: 3 clusters Score -402385.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -402401.656250 Penalty: 4050.583984
	Iteration 17Q: 3 clusters Score -402401.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -402416.468750 Penalty: 4050.583984
	Iteration 18Q: 3 clusters Score -402416.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -402428.093750 Penalty: 4050.583984
	Iteration 19Q: 3 clusters Score -402428.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -402438.718750 Penalty: 4050.583984
	Iteration 20F: 3 clusters Score -402438.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -402451.156250 Penalty: 4050.583984
	Iteration 21Q: 3 clusters Score -402451.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -402458.281250 Penalty: 4050.583984
	Iteration 22Q: 3 clusters Score -402458.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -402466.312500 Penalty: 4050.583984
	Iteration 23Q: 3 clusters Score -402466.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -402469.937500 Penalty: 4050.583984
	Iteration 24Q: 3 clusters Score -402469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -402472.406250 Penalty: 4050.583984
	Iteration 25Q: 3 clusters Score -402472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -402476.093750 Penalty: 4050.583984
	Iteration 26Q: 3 clusters Score -402476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -402479.250000 Penalty: 4050.583984
	Iteration 27Q: 3 clusters Score -402479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -402482.781250 Penalty: 4050.583984
	Iteration 28Q: 3 clusters Score -402482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -402488.750000 Penalty: 4050.583984
	Iteration 29Q: 3 clusters Score -402488.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -402496.437500 Penalty: 4050.583984
	Iteration 30Q: 3 clusters Score -402496.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -402502.843750 Penalty: 4050.583984
	Iteration 31Q: 3 clusters Score -402502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -402507.906250 Penalty: 4050.583984
	Iteration 32Q: 3 clusters Score -402507.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -402512.843750 Penalty: 4050.583984
	Iteration 33Q: 3 clusters Score -402512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -402518.187500 Penalty: 4050.583984
	Iteration 34Q: 3 clusters Score -402518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -402524.406250 Penalty: 4050.583984
	Iteration 35Q: 3 clusters Score -402524.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -402528.343750 Penalty: 4050.583984
	Iteration 36Q: 3 clusters Score -402528.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -402532.843750 Penalty: 4050.583984
	Iteration 37Q: 3 clusters Score -402532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -402534.250000 Penalty: 4050.583984
	Iteration 38Q: 3 clusters Score -402534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -402536.812500 Penalty: 4050.583984
	Iteration 39Q: 3 clusters Score -402536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -402538.593750 Penalty: 4050.583984
	Iteration 40F: 3 clusters Score -402538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -402539.093750 Penalty: 4050.583984
	Iteration 41Q: 3 clusters Score -402539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -402538.937500 Penalty: 4050.583984
	Iteration 42Q: 3 clusters Score -402538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -402539.875000 Penalty: 4050.583984
	Iteration 43Q: 3 clusters Score -402539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -402541.250000 Penalty: 4050.583984
	Iteration 44Q: 3 clusters Score -402541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -402543.281250 Penalty: 4050.583984
	Iteration 45Q: 3 clusters Score -402543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -402543.625000 Penalty: 4050.583984
	Iteration 46Q: 3 clusters Score -402543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -402543.625000 Penalty: 4050.583984
	Iteration 47F: 3 clusters Score -402543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Entering Unmasked Estep 
Score: -5165551.000000 Penalty: 2626.603760
	Iteration 0F: 2 clusters Score -5165551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -5138632.000000 Penalty: 5253.207520
	Iteration 0F: 3 clusters Score -5138632 nChanged 18157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -5148650.000000 Penalty: 5253.207520
	Iteration 1F: 3 clusters Score -5148650 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5149209.500000 Penalty: 5253.207520
	Iteration 2Q: 3 clusters Score -5149210 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -5149763.000000 Penalty: 5253.207520
	Iteration 3Q: 3 clusters Score -5149763 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -5150346.000000 Penalty: 5253.207520
	Iteration 4Q: 3 clusters Score -5150346 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -5151251.500000 Penalty: 5253.207520
	Iteration 5Q: 3 clusters Score -5151252 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -5152560.500000 Penalty: 5253.207520
	Iteration 6F: 3 clusters Score -5152560 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -5154350.500000 Penalty: 5253.207520
	Iteration 7F: 3 clusters Score -5154350 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -5156365.000000 Penalty: 5253.207520
	Iteration 8F: 3 clusters Score -5156365 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -5158242.500000 Penalty: 5253.207520
	Iteration 9F: 3 clusters Score -5158242 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5159792.500000 Penalty: 5253.207520
	Iteration 10Q: 3 clusters Score -5159792 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5161073.000000 Penalty: 5253.207520
	Iteration 11Q: 3 clusters Score -5161073 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5161989.000000 Penalty: 5253.207520
	Iteration 12Q: 3 clusters Score -5161989 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5162614.000000 Penalty: 5253.207520
	Iteration 13Q: 3 clusters Score -5162614 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5162970.500000 Penalty: 5253.207520
	Iteration 14Q: 3 clusters Score -5162970 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5163140.000000 Penalty: 5253.207520
	Iteration 15Q: 3 clusters Score -5163140 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5163211.000000 Penalty: 5253.207520
	Iteration 16Q: 3 clusters Score -5163211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5163274.500000 Penalty: 5253.207520
	Iteration 17Q: 3 clusters Score -5163274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5163306.000000 Penalty: 5253.207520
	Iteration 18Q: 3 clusters Score -5163306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5163326.500000 Penalty: 5253.207520
	Iteration 19Q: 3 clusters Score -5163326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5163357.000000 Penalty: 5253.207520
	Iteration 20F: 3 clusters Score -5163357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5163365.000000 Penalty: 5253.207520
	Iteration 21Q: 3 clusters Score -5163365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5163377.000000 Penalty: 5253.207520
	Iteration 22Q: 3 clusters Score -5163377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5163385.500000 Penalty: 5253.207520
	Iteration 23Q: 3 clusters Score -5163386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5163393.500000 Penalty: 5253.207520
	Iteration 24Q: 3 clusters Score -5163394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5163400.000000 Penalty: 5253.207520
	Iteration 25Q: 3 clusters Score -5163400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5163401.000000 Penalty: 5253.207520
	Iteration 26Q: 3 clusters Score -5163401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5163401.000000 Penalty: 5253.207520
	Iteration 27F: 3 clusters Score -5163401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -394342.093750 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -394342.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -391051.781250 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -391051.8 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -391714.437500 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -391714.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -391936.656250 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -391936.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -392162.968750 Penalty: 3993.939209
	Iteration 3F: 3 clusters Score -392163 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -392508.656250 Penalty: 3993.939209
	Iteration 4F: 3 clusters Score -392508.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -392988.531250 Penalty: 3993.939209
	Iteration 5F: 3 clusters Score -392988.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -393455.125000 Penalty: 3993.939209
	Iteration 6F: 3 clusters Score -393455.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -393872.562500 Penalty: 3993.939209
	Iteration 7F: 3 clusters Score -393872.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -394217.906250 Penalty: 3993.939209
	Iteration 8F: 3 clusters Score -394217.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -394442.250000 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -394442.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -394598.750000 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -394598.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -394665.187500 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -394665.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -394693.125000 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -394693.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -394709.031250 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -394709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -394721.593750 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -394721.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -394729.312500 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -394729.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -394736.593750 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -394736.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -394742.125000 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -394742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -394742.125000 Penalty: 3993.939209
	Iteration 18F: 3 clusters Score -394742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183246 members 
Mstep: Class 3 contains 83703 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39781 members 
Mstep: Class 11 contains 1233 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 54614 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159932 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38486 members 
Mstep: Class 31 contains 1908 members 
Entering Unmasked Estep 
Score: -133249040.000000 Penalty: 106424.484375
Splitting cluster 11 changes total score from -133249984.000000 to -133249040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -92156.437500 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -92156.44 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 364 members 
Entering Unmasked Estep 
Score: -90409.867188 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -90409.87 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90641.000000 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -90641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90705.632812 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -90705.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90734.187500 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -90734.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90747.117188 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -90747.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90758.992188 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -90758.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90766.843750 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -90766.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90774.570312 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -90774.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90780.195312 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -90780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90781.179688 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -90781.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90783.429688 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -90783.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90783.429688 Penalty: 3261.237549
	Iteration 11F: 3 clusters Score -90783.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Entering Unmasked Estep 
Score: -880408.250000 Penalty: 2176.833740
	Iteration 0F: 2 clusters Score -880408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -874923.812500 Penalty: 4353.667480
	Iteration 0F: 3 clusters Score -874923.8 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -876284.500000 Penalty: 4353.667480
	Iteration 1F: 3 clusters Score -876284.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -876510.062500 Penalty: 4353.667480
	Iteration 2F: 3 clusters Score -876510.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -876682.062500 Penalty: 4353.667480
	Iteration 3Q: 3 clusters Score -876682.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -876797.437500 Penalty: 4353.667480
	Iteration 4Q: 3 clusters Score -876797.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -876888.312500 Penalty: 4353.667480
	Iteration 5Q: 3 clusters Score -876888.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -876965.687500 Penalty: 4353.667480
	Iteration 6Q: 3 clusters Score -876965.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -877041.375000 Penalty: 4353.667480
	Iteration 7Q: 3 clusters Score -877041.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -877107.187500 Penalty: 4353.667480
	Iteration 8Q: 3 clusters Score -877107.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -877173.375000 Penalty: 4353.667480
	Iteration 9Q: 3 clusters Score -877173.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -877242.687500 Penalty: 4353.667480
	Iteration 10Q: 3 clusters Score -877242.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -877306.562500 Penalty: 4353.667480
	Iteration 11Q: 3 clusters Score -877306.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -877379.312500 Penalty: 4353.667480
	Iteration 12Q: 3 clusters Score -877379.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -877467.937500 Penalty: 4353.667480
	Iteration 13Q: 3 clusters Score -877467.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -877572.562500 Penalty: 4353.667480
	Iteration 14Q: 3 clusters Score -877572.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -877683.437500 Penalty: 4353.667480
	Iteration 15Q: 3 clusters Score -877683.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -877771.750000 Penalty: 4353.667480
	Iteration 16Q: 3 clusters Score -877771.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -877868.500000 Penalty: 4353.667480
	Iteration 17Q: 3 clusters Score -877868.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -877976.250000 Penalty: 4353.667480
	Iteration 18Q: 3 clusters Score -877976.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -878072.562500 Penalty: 4353.667480
	Iteration 19Q: 3 clusters Score -878072.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -878167.937500 Penalty: 4353.667480
	Iteration 20F: 3 clusters Score -878167.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -878246.562500 Penalty: 4353.667480
	Iteration 21Q: 3 clusters Score -878246.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -878296.000000 Penalty: 4353.667480
	Iteration 22Q: 3 clusters Score -878296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -878330.750000 Penalty: 4353.667480
	Iteration 23Q: 3 clusters Score -878330.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -878362.125000 Penalty: 4353.667480
	Iteration 24Q: 3 clusters Score -878362.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -878388.812500 Penalty: 4353.667480
	Iteration 25Q: 3 clusters Score -878388.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -878404.750000 Penalty: 4353.667480
	Iteration 26Q: 3 clusters Score -878404.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -878417.375000 Penalty: 4353.667480
	Iteration 27Q: 3 clusters Score -878417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -878423.062500 Penalty: 4353.667480
	Iteration 28Q: 3 clusters Score -878423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -878426.625000 Penalty: 4353.667480
	Iteration 29Q: 3 clusters Score -878426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -878429.000000 Penalty: 4353.667480
	Iteration 30Q: 3 clusters Score -878429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -878436.500000 Penalty: 4353.667480
	Iteration 31Q: 3 clusters Score -878436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -878438.500000 Penalty: 4353.667480
	Iteration 32Q: 3 clusters Score -878438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -878444.375000 Penalty: 4353.667480
	Iteration 33Q: 3 clusters Score -878444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -878443.312500 Penalty: 4353.667480
	Iteration 34Q: 3 clusters Score -878443.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -878443.687500 Penalty: 4353.667480
	Iteration 35Q: 3 clusters Score -878443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -878445.937500 Penalty: 4353.667480
	Iteration 36Q: 3 clusters Score -878445.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -878450.937500 Penalty: 4353.667480
	Iteration 37Q: 3 clusters Score -878450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -878451.875000 Penalty: 4353.667480
	Iteration 38Q: 3 clusters Score -878451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -878452.875000 Penalty: 4353.667480
	Iteration 39Q: 3 clusters Score -878452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -878452.687500 Penalty: 4353.667480
	Iteration 40F: 3 clusters Score -878452.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Entering Unmasked Estep 
Score: -1389649.125000 Penalty: 2298.614990
	Iteration 0F: 2 clusters Score -1389649 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 5307 members 
Entering Unmasked Estep 
Score: -1381501.750000 Penalty: 4597.229980
	Iteration 0F: 3 clusters Score -1381502 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1383914.000000 Penalty: 4597.229980
	Iteration 1F: 3 clusters Score -1383914 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1384177.250000 Penalty: 4597.229980
	Iteration 2F: 3 clusters Score -1384177 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1384342.125000 Penalty: 4597.229980
	Iteration 3Q: 3 clusters Score -1384342 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1384461.875000 Penalty: 4597.229980
	Iteration 4Q: 3 clusters Score -1384462 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1384559.750000 Penalty: 4597.229980
	Iteration 5Q: 3 clusters Score -1384560 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1384643.125000 Penalty: 4597.229980
	Iteration 6Q: 3 clusters Score -1384643 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1384718.875000 Penalty: 4597.229980
	Iteration 7Q: 3 clusters Score -1384719 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1384798.875000 Penalty: 4597.229980
	Iteration 8Q: 3 clusters Score -1384799 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1384867.375000 Penalty: 4597.229980
	Iteration 9Q: 3 clusters Score -1384867 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1384943.500000 Penalty: 4597.229980
	Iteration 10Q: 3 clusters Score -1384944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1385035.250000 Penalty: 4597.229980
	Iteration 11Q: 3 clusters Score -1385035 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1385142.125000 Penalty: 4597.229980
	Iteration 12Q: 3 clusters Score -1385142 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1385266.250000 Penalty: 4597.229980
	Iteration 13Q: 3 clusters Score -1385266 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1385410.000000 Penalty: 4597.229980
	Iteration 14Q: 3 clusters Score -1385410 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1385601.125000 Penalty: 4597.229980
	Iteration 15Q: 3 clusters Score -1385601 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1385840.625000 Penalty: 4597.229980
	Iteration 16Q: 3 clusters Score -1385841 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1386148.000000 Penalty: 4597.229980
	Iteration 17Q: 3 clusters Score -1386148 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1386487.250000 Penalty: 4597.229980
	Iteration 18Q: 3 clusters Score -1386487 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1386767.375000 Penalty: 4597.229980
	Iteration 19Q: 3 clusters Score -1386767 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1387020.375000 Penalty: 4597.229980
	Iteration 20F: 3 clusters Score -1387020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1387211.875000 Penalty: 4597.229980
	Iteration 21Q: 3 clusters Score -1387212 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1387342.625000 Penalty: 4597.229980
	Iteration 22Q: 3 clusters Score -1387343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1387421.125000 Penalty: 4597.229980
	Iteration 23Q: 3 clusters Score -1387421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1387481.750000 Penalty: 4597.229980
	Iteration 24Q: 3 clusters Score -1387482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1387526.875000 Penalty: 4597.229980
	Iteration 25Q: 3 clusters Score -1387527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1387552.000000 Penalty: 4597.229980
	Iteration 26Q: 3 clusters Score -1387552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1387569.125000 Penalty: 4597.229980
	Iteration 27Q: 3 clusters Score -1387569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1387585.625000 Penalty: 4597.229980
	Iteration 28Q: 3 clusters Score -1387586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1387592.625000 Penalty: 4597.229980
	Iteration 29Q: 3 clusters Score -1387593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1387594.875000 Penalty: 4597.229980
	Iteration 30Q: 3 clusters Score -1387595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1387595.375000 Penalty: 4597.229980
	Iteration 31Q: 3 clusters Score -1387595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1387595.750000 Penalty: 4597.229980
	Iteration 32Q: 3 clusters Score -1387596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1387598.500000 Penalty: 4597.229980
	Iteration 33Q: 3 clusters Score -1387598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1387597.250000 Penalty: 4597.229980
	Iteration 34Q: 3 clusters Score -1387597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1387597.125000 Penalty: 4597.229980
	Iteration 35Q: 3 clusters Score -1387597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1387600.875000 Penalty: 4597.229980
	Iteration 36Q: 3 clusters Score -1387601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1387602.000000 Penalty: 4597.229980
	Iteration 37Q: 3 clusters Score -1387602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1387606.500000 Penalty: 4597.229980
	Iteration 38Q: 3 clusters Score -1387606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1387609.000000 Penalty: 4597.229980
	Iteration 39Q: 3 clusters Score -1387609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1387611.875000 Penalty: 4597.229980
	Iteration 40F: 3 clusters Score -1387612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Entering Unmasked Estep 
Score: -5863933.500000 Penalty: 2669.579834
	Iteration 0F: 2 clusters Score -5863934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5832138.500000 Penalty: 5339.159668
	Iteration 0F: 3 clusters Score -5832138 nChanged 21741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5844325.500000 Penalty: 5339.159668
	Iteration 1F: 3 clusters Score -5844326 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5845133.000000 Penalty: 5339.159668
	Iteration 2Q: 3 clusters Score -5845133 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5846098.000000 Penalty: 5339.159668
	Iteration 3Q: 3 clusters Score -5846098 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5847121.500000 Penalty: 5339.159668
	Iteration 4Q: 3 clusters Score -5847122 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5848380.000000 Penalty: 5339.159668
	Iteration 5F: 3 clusters Score -5848380 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5849727.000000 Penalty: 5339.159668
	Iteration 6F: 3 clusters Score -5849727 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -5851014.500000 Penalty: 5339.159668
	Iteration 7F: 3 clusters Score -5851014 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -5852164.500000 Penalty: 5339.159668
	Iteration 8Q: 3 clusters Score -5852164 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -5853209.000000 Penalty: 5339.159668
	Iteration 9Q: 3 clusters Score -5853209 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -5854248.000000 Penalty: 5339.159668
	Iteration 10Q: 3 clusters Score -5854248 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -5855156.000000 Penalty: 5339.159668
	Iteration 11Q: 3 clusters Score -5855156 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5855825.500000 Penalty: 5339.159668
	Iteration 12Q: 3 clusters Score -5855826 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5856263.500000 Penalty: 5339.159668
	Iteration 13Q: 3 clusters Score -5856264 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -5856581.500000 Penalty: 5339.159668
	Iteration 14Q: 3 clusters Score -5856582 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -5856864.500000 Penalty: 5339.159668
	Iteration 15Q: 3 clusters Score -5856864 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5857080.500000 Penalty: 5339.159668
	Iteration 16Q: 3 clusters Score -5857080 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5857286.000000 Penalty: 5339.159668
	Iteration 17Q: 3 clusters Score -5857286 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -5857490.500000 Penalty: 5339.159668
	Iteration 18Q: 3 clusters Score -5857490 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5857723.500000 Penalty: 5339.159668
	Iteration 19Q: 3 clusters Score -5857724 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -5857931.000000 Penalty: 5339.159668
	Iteration 20F: 3 clusters Score -5857931 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5858148.500000 Penalty: 5339.159668
	Iteration 21Q: 3 clusters Score -5858148 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -5858404.000000 Penalty: 5339.159668
	Iteration 22Q: 3 clusters Score -5858404 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5858677.500000 Penalty: 5339.159668
	Iteration 23Q: 3 clusters Score -5858678 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5858960.000000 Penalty: 5339.159668
	Iteration 24Q: 3 clusters Score -5858960 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5859275.000000 Penalty: 5339.159668
	Iteration 25Q: 3 clusters Score -5859275 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -5859511.500000 Penalty: 5339.159668
	Iteration 26Q: 3 clusters Score -5859512 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5859720.000000 Penalty: 5339.159668
	Iteration 27Q: 3 clusters Score -5859720 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -5859910.000000 Penalty: 5339.159668
	Iteration 28Q: 3 clusters Score -5859910 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -5860094.500000 Penalty: 5339.159668
	Iteration 29Q: 3 clusters Score -5860094 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5860225.500000 Penalty: 5339.159668
	Iteration 30Q: 3 clusters Score -5860226 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -5860328.500000 Penalty: 5339.159668
	Iteration 31Q: 3 clusters Score -5860328 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -5860373.000000 Penalty: 5339.159668
	Iteration 32Q: 3 clusters Score -5860373 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -5860400.500000 Penalty: 5339.159668
	Iteration 33Q: 3 clusters Score -5860400 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -5860445.000000 Penalty: 5339.159668
	Iteration 34Q: 3 clusters Score -5860445 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -5860471.500000 Penalty: 5339.159668
	Iteration 35Q: 3 clusters Score -5860472 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -5860506.500000 Penalty: 5339.159668
	Iteration 36Q: 3 clusters Score -5860506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -5860497.500000 Penalty: 5339.159668
	Iteration 37Q: 3 clusters Score -5860498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5860508.000000 Penalty: 5339.159668
	Iteration 38Q: 3 clusters Score -5860508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -5860502.000000 Penalty: 5339.159668
	Iteration 39Q: 3 clusters Score -5860502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -5860512.000000 Penalty: 5339.159668
	Iteration 40F: 3 clusters Score -5860512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -5860518.500000 Penalty: 5339.159668
	Iteration 41Q: 3 clusters Score -5860518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -5860532.000000 Penalty: 5339.159668
	Iteration 42Q: 3 clusters Score -5860532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5860513.000000 Penalty: 5339.159668
	Iteration 43Q: 3 clusters Score -5860513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -5860512.500000 Penalty: 5339.159668
	Iteration 44Q: 3 clusters Score -5860512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -5860517.500000 Penalty: 5339.159668
	Iteration 45Q: 3 clusters Score -5860518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5860524.000000 Penalty: 5339.159668
	Iteration 46Q: 3 clusters Score -5860524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5860534.500000 Penalty: 5339.159668
	Iteration 47Q: 3 clusters Score -5860534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5860529.500000 Penalty: 5339.159668
	Iteration 48Q: 3 clusters Score -5860530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -5860552.000000 Penalty: 5339.159668
	Iteration 49Q: 3 clusters Score -5860552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -5860553.500000 Penalty: 5339.159668
	Iteration 50Q: 3 clusters Score -5860554 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5860570.500000 Penalty: 5339.159668
	Iteration 51Q: 3 clusters Score -5860570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -5860584.000000 Penalty: 5339.159668
	Iteration 52Q: 3 clusters Score -5860584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5860592.000000 Penalty: 5339.159668
	Iteration 53Q: 3 clusters Score -5860592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -5860605.500000 Penalty: 5339.159668
	Iteration 54Q: 3 clusters Score -5860606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5860614.000000 Penalty: 5339.159668
	Iteration 55Q: 3 clusters Score -5860614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5860630.500000 Penalty: 5339.159668
	Iteration 56Q: 3 clusters Score -5860630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5860622.500000 Penalty: 5339.159668
	Iteration 57Q: 3 clusters Score -5860622 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5860628.000000 Penalty: 5339.159668
	Iteration 58Q: 3 clusters Score -5860628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -5860621.500000 Penalty: 5339.159668
	Iteration 59Q: 3 clusters Score -5860622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -5860624.000000 Penalty: 5339.159668
	Iteration 60F: 3 clusters Score -5860624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5860632.500000 Penalty: 5339.159668
	Iteration 61Q: 3 clusters Score -5860632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -5860628.000000 Penalty: 5339.159668
	Iteration 62Q: 3 clusters Score -5860628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -5860634.000000 Penalty: 5339.159668
	Iteration 63Q: 3 clusters Score -5860634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5860645.000000 Penalty: 5339.159668
	Iteration 64Q: 3 clusters Score -5860645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5860648.500000 Penalty: 5339.159668
	Iteration 65Q: 3 clusters Score -5860648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5860652.500000 Penalty: 5339.159668
	Iteration 66Q: 3 clusters Score -5860652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5860651.000000 Penalty: 5339.159668
	Iteration 67Q: 3 clusters Score -5860651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -5860639.000000 Penalty: 5339.159668
	Iteration 68Q: 3 clusters Score -5860639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -5860640.000000 Penalty: 5339.159668
	Iteration 69Q: 3 clusters Score -5860640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5860637.500000 Penalty: 5339.159668
	Iteration 70Q: 3 clusters Score -5860638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -5860631.000000 Penalty: 5339.159668
	Iteration 71Q: 3 clusters Score -5860631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -5860616.000000 Penalty: 5339.159668
	Iteration 72Q: 3 clusters Score -5860616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5860632.500000 Penalty: 5339.159668
	Iteration 73Q: 3 clusters Score -5860632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -5860638.500000 Penalty: 5339.159668
	Iteration 74Q: 3 clusters Score -5860638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -5860636.000000 Penalty: 5339.159668
	Iteration 75Q: 3 clusters Score -5860636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5860622.000000 Penalty: 5339.159668
	Iteration 76Q: 3 clusters Score -5860622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5860627.500000 Penalty: 5339.159668
	Iteration 77Q: 3 clusters Score -5860628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -5860632.000000 Penalty: 5339.159668
	Iteration 78Q: 3 clusters Score -5860632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -5860619.500000 Penalty: 5339.159668
	Iteration 79Q: 3 clusters Score -5860620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -5860611.000000 Penalty: 5339.159668
	Iteration 80F: 3 clusters Score -5860611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -5860615.000000 Penalty: 5339.159668
	Iteration 81Q: 3 clusters Score -5860615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -5860612.000000 Penalty: 5339.159668
	Iteration 82Q: 3 clusters Score -5860612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5860614.500000 Penalty: 5339.159668
	Iteration 83Q: 3 clusters Score -5860614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -5860618.500000 Penalty: 5339.159668
	Iteration 84Q: 3 clusters Score -5860618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -5860612.000000 Penalty: 5339.159668
	Iteration 85Q: 3 clusters Score -5860612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -5860617.500000 Penalty: 5339.159668
	Iteration 86Q: 3 clusters Score -5860618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5860630.000000 Penalty: 5339.159668
	Iteration 87Q: 3 clusters Score -5860630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -5860628.500000 Penalty: 5339.159668
	Iteration 88Q: 3 clusters Score -5860628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -5860629.000000 Penalty: 5339.159668
	Iteration 89Q: 3 clusters Score -5860629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5860635.500000 Penalty: 5339.159668
	Iteration 90Q: 3 clusters Score -5860636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5860628.500000 Penalty: 5339.159668
	Iteration 91Q: 3 clusters Score -5860628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5860627.000000 Penalty: 5339.159668
	Iteration 92Q: 3 clusters Score -5860627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5860626.500000 Penalty: 5339.159668
	Iteration 93Q: 3 clusters Score -5860626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -5860627.000000 Penalty: 5339.159668
	Iteration 94Q: 3 clusters Score -5860627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -5860632.000000 Penalty: 5339.159668
	Iteration 95Q: 3 clusters Score -5860632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5860631.500000 Penalty: 5339.159668
	Iteration 96Q: 3 clusters Score -5860632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -5860628.000000 Penalty: 5339.159668
	Iteration 97Q: 3 clusters Score -5860628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5860628.000000 Penalty: 5339.159668
	Iteration 98Q: 3 clusters Score -5860628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -5860626.000000 Penalty: 5339.159668
	Iteration 99Q: 3 clusters Score -5860626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -5860628.000000 Penalty: 5339.159668
	Iteration 100F: 3 clusters Score -5860628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5860632.500000 Penalty: 5339.159668
	Iteration 101Q: 3 clusters Score -5860632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -5860637.000000 Penalty: 5339.159668
	Iteration 102Q: 3 clusters Score -5860637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -5860631.000000 Penalty: 5339.159668
	Iteration 103Q: 3 clusters Score -5860631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5860639.500000 Penalty: 5339.159668
	Iteration 104Q: 3 clusters Score -5860640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -5860636.000000 Penalty: 5339.159668
	Iteration 105Q: 3 clusters Score -5860636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -5860637.500000 Penalty: 5339.159668
	Iteration 106Q: 3 clusters Score -5860638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5860634.000000 Penalty: 5339.159668
	Iteration 107Q: 3 clusters Score -5860634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5860641.000000 Penalty: 5339.159668
	Iteration 108Q: 3 clusters Score -5860641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -5860640.500000 Penalty: 5339.159668
	Iteration 109Q: 3 clusters Score -5860640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -5860658.000000 Penalty: 5339.159668
	Iteration 110Q: 3 clusters Score -5860658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -5860664.000000 Penalty: 5339.159668
	Iteration 111Q: 3 clusters Score -5860664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5860659.500000 Penalty: 5339.159668
	Iteration 112Q: 3 clusters Score -5860660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -5860652.000000 Penalty: 5339.159668
	Iteration 113Q: 3 clusters Score -5860652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -5860650.500000 Penalty: 5339.159668
	Iteration 114Q: 3 clusters Score -5860650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -5860649.000000 Penalty: 5339.159668
	Iteration 115Q: 3 clusters Score -5860649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5860653.000000 Penalty: 5339.159668
	Iteration 116Q: 3 clusters Score -5860653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -5860643.000000 Penalty: 5339.159668
	Iteration 117Q: 3 clusters Score -5860643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5860644.500000 Penalty: 5339.159668
	Iteration 118Q: 3 clusters Score -5860644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -5860647.500000 Penalty: 5339.159668
	Iteration 119Q: 3 clusters Score -5860648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -5860640.500000 Penalty: 5339.159668
	Iteration 120F: 3 clusters Score -5860640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5860640.500000 Penalty: 5339.159668
	Iteration 121Q: 3 clusters Score -5860640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5860641.000000 Penalty: 5339.159668
	Iteration 122Q: 3 clusters Score -5860641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -5860645.000000 Penalty: 5339.159668
	Iteration 123Q: 3 clusters Score -5860645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -5860652.500000 Penalty: 5339.159668
	Iteration 124Q: 3 clusters Score -5860652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5860646.500000 Penalty: 5339.159668
	Iteration 125Q: 3 clusters Score -5860646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5860650.000000 Penalty: 5339.159668
	Iteration 126Q: 3 clusters Score -5860650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5860656.000000 Penalty: 5339.159668
	Iteration 127Q: 3 clusters Score -5860656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -5860659.000000 Penalty: 5339.159668
	Iteration 128Q: 3 clusters Score -5860659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5860673.500000 Penalty: 5339.159668
	Iteration 129Q: 3 clusters Score -5860674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -5860674.500000 Penalty: 5339.159668
	Iteration 130Q: 3 clusters Score -5860674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -5860672.000000 Penalty: 5339.159668
	Iteration 131Q: 3 clusters Score -5860672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -5860664.000000 Penalty: 5339.159668
	Iteration 132Q: 3 clusters Score -5860664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -5860672.500000 Penalty: 5339.159668
	Iteration 133Q: 3 clusters Score -5860672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -5860672.000000 Penalty: 5339.159668
	Iteration 134Q: 3 clusters Score -5860672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5860668.000000 Penalty: 5339.159668
	Iteration 135Q: 3 clusters Score -5860668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5860663.500000 Penalty: 5339.159668
	Iteration 136Q: 3 clusters Score -5860664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -5860665.500000 Penalty: 5339.159668
	Iteration 137Q: 3 clusters Score -5860666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -5860668.000000 Penalty: 5339.159668
	Iteration 138Q: 3 clusters Score -5860668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -5860671.000000 Penalty: 5339.159668
	Iteration 139Q: 3 clusters Score -5860671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -5860666.500000 Penalty: 5339.159668
	Iteration 140F: 3 clusters Score -5860666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Entering Unmasked Estep 
Score: -3996279.500000 Penalty: 2553.843750
	Iteration 0F: 2 clusters Score -3996280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3975960.000000 Penalty: 5107.687500
	Iteration 0F: 3 clusters Score -3975960 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3983327.750000 Penalty: 5107.687500
	Iteration 1F: 3 clusters Score -3983328 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3983739.000000 Penalty: 5107.687500
	Iteration 2Q: 3 clusters Score -3983739 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3984121.750000 Penalty: 5107.687500
	Iteration 3Q: 3 clusters Score -3984122 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3984527.750000 Penalty: 5107.687500
	Iteration 4Q: 3 clusters Score -3984528 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3984966.750000 Penalty: 5107.687500
	Iteration 5Q: 3 clusters Score -3984967 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3985493.750000 Penalty: 5107.687500
	Iteration 6Q: 3 clusters Score -3985494 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3986118.250000 Penalty: 5107.687500
	Iteration 7Q: 3 clusters Score -3986118 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3986900.000000 Penalty: 5107.687500
	Iteration 8Q: 3 clusters Score -3986900 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3987827.250000 Penalty: 5107.687500
	Iteration 9Q: 3 clusters Score -3987827 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3988827.750000 Penalty: 5107.687500
	Iteration 10F: 3 clusters Score -3988828 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3989714.250000 Penalty: 5107.687500
	Iteration 11Q: 3 clusters Score -3989714 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3990246.500000 Penalty: 5107.687500
	Iteration 12Q: 3 clusters Score -3990246 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3990500.000000 Penalty: 5107.687500
	Iteration 13Q: 3 clusters Score -3990500 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3990642.750000 Penalty: 5107.687500
	Iteration 14Q: 3 clusters Score -3990643 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3990738.500000 Penalty: 5107.687500
	Iteration 15Q: 3 clusters Score -3990738 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3990819.250000 Penalty: 5107.687500
	Iteration 16Q: 3 clusters Score -3990819 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3990896.000000 Penalty: 5107.687500
	Iteration 17Q: 3 clusters Score -3990896 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3990955.750000 Penalty: 5107.687500
	Iteration 18Q: 3 clusters Score -3990956 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3991002.250000 Penalty: 5107.687500
	Iteration 19Q: 3 clusters Score -3991002 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3991061.500000 Penalty: 5107.687500
	Iteration 20F: 3 clusters Score -3991062 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3991113.000000 Penalty: 5107.687500
	Iteration 21Q: 3 clusters Score -3991113 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3991147.250000 Penalty: 5107.687500
	Iteration 22Q: 3 clusters Score -3991147 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3991179.750000 Penalty: 5107.687500
	Iteration 23Q: 3 clusters Score -3991180 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3991229.000000 Penalty: 5107.687500
	Iteration 24Q: 3 clusters Score -3991229 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3991257.750000 Penalty: 5107.687500
	Iteration 25Q: 3 clusters Score -3991258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3991285.000000 Penalty: 5107.687500
	Iteration 26Q: 3 clusters Score -3991285 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3991294.500000 Penalty: 5107.687500
	Iteration 27Q: 3 clusters Score -3991294 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3991324.250000 Penalty: 5107.687500
	Iteration 28Q: 3 clusters Score -3991324 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3991368.000000 Penalty: 5107.687500
	Iteration 29Q: 3 clusters Score -3991368 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3991378.500000 Penalty: 5107.687500
	Iteration 30Q: 3 clusters Score -3991378 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3991410.000000 Penalty: 5107.687500
	Iteration 31Q: 3 clusters Score -3991410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3991433.750000 Penalty: 5107.687500
	Iteration 32Q: 3 clusters Score -3991434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3991441.500000 Penalty: 5107.687500
	Iteration 33Q: 3 clusters Score -3991442 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3991474.750000 Penalty: 5107.687500
	Iteration 34Q: 3 clusters Score -3991475 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3991484.750000 Penalty: 5107.687500
	Iteration 35Q: 3 clusters Score -3991485 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3991484.000000 Penalty: 5107.687500
	Iteration 36Q: 3 clusters Score -3991484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3991492.000000 Penalty: 5107.687500
	Iteration 37Q: 3 clusters Score -3991492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3991506.500000 Penalty: 5107.687500
	Iteration 38Q: 3 clusters Score -3991506 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3991524.000000 Penalty: 5107.687500
	Iteration 39Q: 3 clusters Score -3991524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3991538.750000 Penalty: 5107.687500
	Iteration 40F: 3 clusters Score -3991539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3991561.750000 Penalty: 5107.687500
	Iteration 41Q: 3 clusters Score -3991562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3991558.750000 Penalty: 5107.687500
	Iteration 42Q: 3 clusters Score -3991559 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3991565.500000 Penalty: 5107.687500
	Iteration 43Q: 3 clusters Score -3991566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3991570.000000 Penalty: 5107.687500
	Iteration 44Q: 3 clusters Score -3991570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3991584.500000 Penalty: 5107.687500
	Iteration 45Q: 3 clusters Score -3991584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3991582.000000 Penalty: 5107.687500
	Iteration 46Q: 3 clusters Score -3991582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3991590.500000 Penalty: 5107.687500
	Iteration 47Q: 3 clusters Score -3991590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3991596.750000 Penalty: 5107.687500
	Iteration 48Q: 3 clusters Score -3991597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3991596.500000 Penalty: 5107.687500
	Iteration 49Q: 3 clusters Score -3991596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3991604.750000 Penalty: 5107.687500
	Iteration 50Q: 3 clusters Score -3991605 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3991606.750000 Penalty: 5107.687500
	Iteration 51Q: 3 clusters Score -3991607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3991619.750000 Penalty: 5107.687500
	Iteration 52Q: 3 clusters Score -3991620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3991619.750000 Penalty: 5107.687500
	Iteration 53Q: 3 clusters Score -3991620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3991628.250000 Penalty: 5107.687500
	Iteration 54Q: 3 clusters Score -3991628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3991629.750000 Penalty: 5107.687500
	Iteration 55Q: 3 clusters Score -3991630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3991641.500000 Penalty: 5107.687500
	Iteration 56Q: 3 clusters Score -3991642 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3991650.500000 Penalty: 5107.687500
	Iteration 57Q: 3 clusters Score -3991650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3991646.000000 Penalty: 5107.687500
	Iteration 58Q: 3 clusters Score -3991646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3991655.000000 Penalty: 5107.687500
	Iteration 59Q: 3 clusters Score -3991655 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3991663.000000 Penalty: 5107.687500
	Iteration 60F: 3 clusters Score -3991663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3991670.750000 Penalty: 5107.687500
	Iteration 61Q: 3 clusters Score -3991671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3991693.500000 Penalty: 5107.687500
	Iteration 62Q: 3 clusters Score -3991694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3991699.750000 Penalty: 5107.687500
	Iteration 63Q: 3 clusters Score -3991700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3991708.500000 Penalty: 5107.687500
	Iteration 64Q: 3 clusters Score -3991708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3991717.000000 Penalty: 5107.687500
	Iteration 65Q: 3 clusters Score -3991717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3991734.750000 Penalty: 5107.687500
	Iteration 66Q: 3 clusters Score -3991735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3991735.500000 Penalty: 5107.687500
	Iteration 67Q: 3 clusters Score -3991736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3991739.750000 Penalty: 5107.687500
	Iteration 68Q: 3 clusters Score -3991740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3991743.000000 Penalty: 5107.687500
	Iteration 69Q: 3 clusters Score -3991743 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3991745.500000 Penalty: 5107.687500
	Iteration 70Q: 3 clusters Score -3991746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3991782.750000 Penalty: 5107.687500
	Iteration 71Q: 3 clusters Score -3991783 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3991803.500000 Penalty: 5107.687500
	Iteration 72Q: 3 clusters Score -3991804 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3991827.000000 Penalty: 5107.687500
	Iteration 73Q: 3 clusters Score -3991827 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3991837.250000 Penalty: 5107.687500
	Iteration 74Q: 3 clusters Score -3991837 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3991869.500000 Penalty: 5107.687500
	Iteration 75Q: 3 clusters Score -3991870 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3991893.000000 Penalty: 5107.687500
	Iteration 76Q: 3 clusters Score -3991893 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3991919.750000 Penalty: 5107.687500
	Iteration 77Q: 3 clusters Score -3991920 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3991935.500000 Penalty: 5107.687500
	Iteration 78Q: 3 clusters Score -3991936 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3991974.250000 Penalty: 5107.687500
	Iteration 79Q: 3 clusters Score -3991974 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3991995.000000 Penalty: 5107.687500
	Iteration 80F: 3 clusters Score -3991995 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3992024.250000 Penalty: 5107.687500
	Iteration 81Q: 3 clusters Score -3992024 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3992069.000000 Penalty: 5107.687500
	Iteration 82Q: 3 clusters Score -3992069 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3992113.750000 Penalty: 5107.687500
	Iteration 83Q: 3 clusters Score -3992114 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3992157.000000 Penalty: 5107.687500
	Iteration 84Q: 3 clusters Score -3992157 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3992201.750000 Penalty: 5107.687500
	Iteration 85Q: 3 clusters Score -3992202 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3992247.500000 Penalty: 5107.687500
	Iteration 86Q: 3 clusters Score -3992248 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3992292 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3992333.000000 Penalty: 5107.687500
	Iteration 88Q: 3 clusters Score -3992333 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3992385.250000 Penalty: 5107.687500
	Iteration 89Q: 3 clusters Score -3992385 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3992419.250000 Penalty: 5107.687500
	Iteration 90Q: 3 clusters Score -3992419 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3992481.000000 Penalty: 5107.687500
	Iteration 91Q: 3 clusters Score -3992481 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3992541.500000 Penalty: 5107.687500
	Iteration 92Q: 3 clusters Score -3992542 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3992589.500000 Penalty: 5107.687500
	Iteration 93Q: 3 clusters Score -3992590 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3992639.750000 Penalty: 5107.687500
	Iteration 94Q: 3 clusters Score -3992640 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3992691.000000 Penalty: 5107.687500
	Iteration 95Q: 3 clusters Score -3992691 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3992736.500000 Penalty: 5107.687500
	Iteration 96Q: 3 clusters Score -3992736 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3992807.250000 Penalty: 5107.687500
	Iteration 97Q: 3 clusters Score -3992807 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3992851.500000 Penalty: 5107.687500
	Iteration 98Q: 3 clusters Score -3992852 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3992927.500000 Penalty: 5107.687500
	Iteration 99Q: 3 clusters Score -3992928 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3992969.250000 Penalty: 5107.687500
	Iteration 100F: 3 clusters Score -3992969 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3993040.750000 Penalty: 5107.687500
	Iteration 101Q: 3 clusters Score -3993041 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -3993120.250000 Penalty: 5107.687500
	Iteration 102Q: 3 clusters Score -3993120 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3993167.750000 Penalty: 5107.687500
	Iteration 103Q: 3 clusters Score -3993168 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3993237.250000 Penalty: 5107.687500
	Iteration 104Q: 3 clusters Score -3993237 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3993270.000000 Penalty: 5107.687500
	Iteration 105Q: 3 clusters Score -3993270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3993329.250000 Penalty: 5107.687500
	Iteration 106Q: 3 clusters Score -3993329 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3993373.500000 Penalty: 5107.687500
	Iteration 107Q: 3 clusters Score -3993374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3993416.250000 Penalty: 5107.687500
	Iteration 108Q: 3 clusters Score -3993416 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3993460.000000 Penalty: 5107.687500
	Iteration 109Q: 3 clusters Score -3993460 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3993499.000000 Penalty: 5107.687500
	Iteration 110Q: 3 clusters Score -3993499 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3993542.250000 Penalty: 5107.687500
	Iteration 111Q: 3 clusters Score -3993542 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3993567.500000 Penalty: 5107.687500
	Iteration 112Q: 3 clusters Score -3993568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3993630.000000 Penalty: 5107.687500
	Iteration 113Q: 3 clusters Score -3993630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3993651.500000 Penalty: 5107.687500
	Iteration 114Q: 3 clusters Score -3993652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3993681.500000 Penalty: 5107.687500
	Iteration 115Q: 3 clusters Score -3993682 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3993719.250000 Penalty: 5107.687500
	Iteration 116Q: 3 clusters Score -3993719 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3993739.750000 Penalty: 5107.687500
	Iteration 117Q: 3 clusters Score -3993740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3993778.500000 Penalty: 5107.687500
	Iteration 118Q: 3 clusters Score -3993778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3993813.500000 Penalty: 5107.687500
	Iteration 119Q: 3 clusters Score -3993814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3993837.250000 Penalty: 5107.687500
	Iteration 120F: 3 clusters Score -3993837 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3993867.250000 Penalty: 5107.687500
	Iteration 121Q: 3 clusters Score -3993867 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3993883.000000 Penalty: 5107.687500
	Iteration 122Q: 3 clusters Score -3993883 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3993904.000000 Penalty: 5107.687500
	Iteration 123Q: 3 clusters Score -3993904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3993933.500000 Penalty: 5107.687500
	Iteration 124Q: 3 clusters Score -3993934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3993944.750000 Penalty: 5107.687500
	Iteration 125Q: 3 clusters Score -3993945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3993953.000000 Penalty: 5107.687500
	Iteration 126Q: 3 clusters Score -3993953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3993965.500000 Penalty: 5107.687500
	Iteration 127Q: 3 clusters Score -3993966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3993973.500000 Penalty: 5107.687500
	Iteration 128Q: 3 clusters Score -3993974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3993984.750000 Penalty: 5107.687500
	Iteration 129Q: 3 clusters Score -3993985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3993980.250000 Penalty: 5107.687500
	Iteration 130Q: 3 clusters Score -3993980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3993981.750000 Penalty: 5107.687500
	Iteration 131Q: 3 clusters Score -3993982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3993989.500000 Penalty: 5107.687500
	Iteration 132Q: 3 clusters Score -3993990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3993994.250000 Penalty: 5107.687500
	Iteration 133Q: 3 clusters Score -3993994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3994007.250000 Penalty: 5107.687500
	Iteration 134Q: 3 clusters Score -3994007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3994003.500000 Penalty: 5107.687500
	Iteration 135Q: 3 clusters Score -3994004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3994010.500000 Penalty: 5107.687500
	Iteration 136Q: 3 clusters Score -3994010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3994014.500000 Penalty: 5107.687500
	Iteration 137Q: 3 clusters Score -3994014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3994014.500000 Penalty: 5107.687500
	Iteration 138Q: 3 clusters Score -3994014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3994013.750000 Penalty: 5107.687500
	Iteration 139Q: 3 clusters Score -3994014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3994018.250000 Penalty: 5107.687500
	Iteration 140F: 3 clusters Score -3994018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3994016.750000 Penalty: 5107.687500
	Iteration 141Q: 3 clusters Score -3994017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3994013.250000 Penalty: 5107.687500
	Iteration 142Q: 3 clusters Score -3994013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3994012.250000 Penalty: 5107.687500
	Iteration 143Q: 3 clusters Score -3994012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3994012.500000 Penalty: 5107.687500
	Iteration 144Q: 3 clusters Score -3994012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3994018.250000 Penalty: 5107.687500
	Iteration 145Q: 3 clusters Score -3994018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3994015.500000 Penalty: 5107.687500
	Iteration 146Q: 3 clusters Score -3994016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3994012.250000 Penalty: 5107.687500
	Iteration 147Q: 3 clusters Score -3994012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3994016.750000 Penalty: 5107.687500
	Iteration 148Q: 3 clusters Score -3994017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3994021.000000 Penalty: 5107.687500
	Iteration 149Q: 3 clusters Score -3994021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3994018.500000 Penalty: 5107.687500
	Iteration 150Q: 3 clusters Score -3994018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3994019.250000 Penalty: 5107.687500
	Iteration 151Q: 3 clusters Score -3994019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3994021.250000 Penalty: 5107.687500
	Iteration 152Q: 3 clusters Score -3994021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3994018.750000 Penalty: 5107.687500
	Iteration 153Q: 3 clusters Score -3994019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3994017.500000 Penalty: 5107.687500
	Iteration 154Q: 3 clusters Score -3994018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3994016.750000 Penalty: 5107.687500
	Iteration 155Q: 3 clusters Score -3994017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3994015.000000 Penalty: 5107.687500
	Iteration 156Q: 3 clusters Score -3994015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3994024.750000 Penalty: 5107.687500
	Iteration 157Q: 3 clusters Score -3994025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3994030.500000 Penalty: 5107.687500
	Iteration 158Q: 3 clusters Score -3994030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3994032.000000 Penalty: 5107.687500
	Iteration 159Q: 3 clusters Score -3994032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3994034.250000 Penalty: 5107.687500
	Iteration 160F: 3 clusters Score -3994034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3994044.250000 Penalty: 5107.687500
	Iteration 161Q: 3 clusters Score -3994044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3994046.000000 Penalty: 5107.687500
	Iteration 162Q: 3 clusters Score -3994046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3994042.750000 Penalty: 5107.687500
	Iteration 163Q: 3 clusters Score -3994043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3994050.250000 Penalty: 5107.687500
	Iteration 164Q: 3 clusters Score -3994050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3994050.250000 Penalty: 5107.687500
	Iteration 165Q: 3 clusters Score -3994050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3994049.250000 Penalty: 5107.687500
	Iteration 166Q: 3 clusters Score -3994049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3994049.000000 Penalty: 5107.687500
	Iteration 167Q: 3 clusters Score -3994049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3994046.250000 Penalty: 5107.687500
	Iteration 168Q: 3 clusters Score -3994046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3994046.250000 Penalty: 5107.687500
	Iteration 169F: 3 clusters Score -3994046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Entering Unmasked Estep 
Score: -7290828.000000 Penalty: 2705.195312
	Iteration 0F: 2 clusters Score -7290828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -7254143.000000 Penalty: 5410.390625
	Iteration 0F: 3 clusters Score -7254143 nChanged 25346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -7268303.000000 Penalty: 5410.390625
	Iteration 1F: 3 clusters Score -7268303 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -7269037.500000 Penalty: 5410.390625
	Iteration 2Q: 3 clusters Score -7269038 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -7269952.000000 Penalty: 5410.390625
	Iteration 3Q: 3 clusters Score -7269952 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -7271037.500000 Penalty: 5410.390625
	Iteration 4Q: 3 clusters Score -7271038 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -7272649.000000 Penalty: 5410.390625
	Iteration 5F: 3 clusters Score -7272649 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -7275039.000000 Penalty: 5410.390625
	Iteration 6F: 3 clusters Score -7275039 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -7278033.500000 Penalty: 5410.390625
	Iteration 7F: 3 clusters Score -7278034 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -7281207.000000 Penalty: 5410.390625
	Iteration 8F: 3 clusters Score -7281207 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -7283876.000000 Penalty: 5410.390625
	Iteration 9F: 3 clusters Score -7283876 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -7285957.000000 Penalty: 5410.390625
	Iteration 10Q: 3 clusters Score -7285957 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -7287089.500000 Penalty: 5410.390625
	Iteration 11Q: 3 clusters Score -7287090 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -7287651.000000 Penalty: 5410.390625
	Iteration 12Q: 3 clusters Score -7287651 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -7287964.500000 Penalty: 5410.390625
	Iteration 13Q: 3 clusters Score -7287964 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7288125.500000 Penalty: 5410.390625
	Iteration 14Q: 3 clusters Score -7288126 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -7288236.500000 Penalty: 5410.390625
	Iteration 15Q: 3 clusters Score -7288236 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -7288290.500000 Penalty: 5410.390625
	Iteration 16Q: 3 clusters Score -7288290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -7288347.500000 Penalty: 5410.390625
	Iteration 17Q: 3 clusters Score -7288348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -7288385.000000 Penalty: 5410.390625
	Iteration 18Q: 3 clusters Score -7288385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -7288414.500000 Penalty: 5410.390625
	Iteration 19Q: 3 clusters Score -7288414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -7288429.500000 Penalty: 5410.390625
	Iteration 20F: 3 clusters Score -7288430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -7288444.500000 Penalty: 5410.390625
	Iteration 21Q: 3 clusters Score -7288444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -7288466.500000 Penalty: 5410.390625
	Iteration 22Q: 3 clusters Score -7288466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -7288466.000000 Penalty: 5410.390625
	Iteration 23Q: 3 clusters Score -7288466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -7288473.500000 Penalty: 5410.390625
	Iteration 24Q: 3 clusters Score -7288474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -7288493.000000 Penalty: 5410.390625
	Iteration 25Q: 3 clusters Score -7288493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -7288497.500000 Penalty: 5410.390625
	Iteration 26Q: 3 clusters Score -7288498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -7288506.500000 Penalty: 5410.390625
	Iteration 27Q: 3 clusters Score -7288506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -7288513.000000 Penalty: 5410.390625
	Iteration 28Q: 3 clusters Score -7288513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -7288516.000000 Penalty: 5410.390625
	Iteration 29Q: 3 clusters Score -7288516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7288536.000000 Penalty: 5410.390625
	Iteration 30Q: 3 clusters Score -7288536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -7288541.500000 Penalty: 5410.390625
	Iteration 31Q: 3 clusters Score -7288542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -7288546.000000 Penalty: 5410.390625
	Iteration 32Q: 3 clusters Score -7288546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -7288542.500000 Penalty: 5410.390625
	Iteration 33Q: 3 clusters Score -7288542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -7288538.000000 Penalty: 5410.390625
	Iteration 34Q: 3 clusters Score -7288538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -7288544.500000 Penalty: 5410.390625
	Iteration 35Q: 3 clusters Score -7288544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -7288534.500000 Penalty: 5410.390625
	Iteration 36Q: 3 clusters Score -7288534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -7288546.500000 Penalty: 5410.390625
	Iteration 37Q: 3 clusters Score -7288546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -7288553.000000 Penalty: 5410.390625
	Iteration 38Q: 3 clusters Score -7288553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -7288550.500000 Penalty: 5410.390625
	Iteration 39Q: 3 clusters Score -7288550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -7288557.500000 Penalty: 5410.390625
	Iteration 40F: 3 clusters Score -7288558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -7288557.000000 Penalty: 5410.390625
	Iteration 41Q: 3 clusters Score -7288557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -7288562.000000 Penalty: 5410.390625
	Iteration 42Q: 3 clusters Score -7288562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -7288560.000000 Penalty: 5410.390625
	Iteration 43Q: 3 clusters Score -7288560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -7288565.500000 Penalty: 5410.390625
	Iteration 44Q: 3 clusters Score -7288566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -7288565.500000 Penalty: 5410.390625
	Iteration 45F: 3 clusters Score -7288566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26907.894531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -26907.89 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 134 members 
Entering Unmasked Estep 
Score: -25786.703125 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -25786.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25901.726562 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -25901.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25931.873047 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -25931.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25937.625000 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -25937.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25938.314453 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -25938.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25939.685547 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -25939.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25942.564453 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -25942.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25944.005859 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -25944.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25944.005859 Penalty: 2805.372070
	Iteration 8F: 3 clusters Score -25944.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (159932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Entering Unmasked Estep 
Score: -21262836.000000 Penalty: 2971.660889
	Iteration 0F: 2 clusters Score -2.126284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -21156590.000000 Penalty: 5943.321777
	Iteration 0F: 3 clusters Score -2.115659e+07 nChanged 76663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 70658 members 
Entering Unmasked Estep 
Score: -21202438.000000 Penalty: 5943.321777
	Iteration 1F: 3 clusters Score -2.120244e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -21205220.000000 Penalty: 5943.321777
	Iteration 2Q: 3 clusters Score -2.120522e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -21210744.000000 Penalty: 5943.321777
	Iteration 3F: 3 clusters Score -2.121074e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113189 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -21220398.000000 Penalty: 5943.321777
	Iteration 4F: 3 clusters Score -2.12204e+07 nChanged 14278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125985 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -21234108.000000 Penalty: 5943.321777
	Iteration 5F: 3 clusters Score -2.123411e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137372 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -21247106.000000 Penalty: 5943.321777
	Iteration 6F: 3 clusters Score -2.124711e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144099 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -21255142.000000 Penalty: 5943.321777
	Iteration 7Q: 3 clusters Score -2.125514e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147205 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -21258662.000000 Penalty: 5943.321777
	Iteration 8Q: 3 clusters Score -2.125866e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -21260082.000000 Penalty: 5943.321777
	Iteration 9Q: 3 clusters Score -2.126008e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -21260764.000000 Penalty: 5943.321777
	Iteration 10Q: 3 clusters Score -2.126076e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150851 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -21261080.000000 Penalty: 5943.321777
	Iteration 11Q: 3 clusters Score -2.126108e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151508 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -21261298.000000 Penalty: 5943.321777
	Iteration 12Q: 3 clusters Score -2.12613e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -21261436.000000 Penalty: 5943.321777
	Iteration 13Q: 3 clusters Score -2.126144e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -21261454.000000 Penalty: 5943.321777
	Iteration 14Q: 3 clusters Score -2.126145e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152856 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -21261512.000000 Penalty: 5943.321777
	Iteration 15Q: 3 clusters Score -2.126151e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153205 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -21261534.000000 Penalty: 5943.321777
	Iteration 16Q: 3 clusters Score -2.126153e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153538 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -21261574.000000 Penalty: 5943.321777
	Iteration 17Q: 3 clusters Score -2.126157e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153834 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -21261696.000000 Penalty: 5943.321777
	Iteration 18Q: 3 clusters Score -2.12617e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154091 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -21261762.000000 Penalty: 5943.321777
	Iteration 19Q: 3 clusters Score -2.126176e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -21261834.000000 Penalty: 5943.321777
	Iteration 20F: 3 clusters Score -2.126183e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -21261864.000000 Penalty: 5943.321777
	Iteration 21Q: 3 clusters Score -2.126186e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -21261882.000000 Penalty: 5943.321777
	Iteration 22Q: 3 clusters Score -2.126188e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -21261872.000000 Penalty: 5943.321777
	Iteration 23Q: 3 clusters Score -2.126187e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154972 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -21261916.000000 Penalty: 5943.321777
	Iteration 24Q: 3 clusters Score -2.126192e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -21261916.000000 Penalty: 5943.321777
	Iteration 25Q: 3 clusters Score -2.126192e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -21261926.000000 Penalty: 5943.321777
	Iteration 26Q: 3 clusters Score -2.126193e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -21261936.000000 Penalty: 5943.321777
	Iteration 27Q: 3 clusters Score -2.126194e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -21261982.000000 Penalty: 5943.321777
	Iteration 28Q: 3 clusters Score -2.126198e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155425 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -21262070.000000 Penalty: 5943.321777
	Iteration 29Q: 3 clusters Score -2.126207e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -21262076.000000 Penalty: 5943.321777
	Iteration 30Q: 3 clusters Score -2.126208e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -21262082.000000 Penalty: 5943.321777
	Iteration 31Q: 3 clusters Score -2.126208e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155619 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -21262140.000000 Penalty: 5943.321777
	Iteration 32Q: 3 clusters Score -2.126214e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155676 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -21262140.000000 Penalty: 5943.321777
	Iteration 33Q: 3 clusters Score -2.126214e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155708 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -21262208.000000 Penalty: 5943.321777
	Iteration 34Q: 3 clusters Score -2.126221e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155715 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -21262250.000000 Penalty: 5943.321777
	Iteration 35Q: 3 clusters Score -2.126225e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155724 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -21262272.000000 Penalty: 5943.321777
	Iteration 36Q: 3 clusters Score -2.126227e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155734 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -21262322.000000 Penalty: 5943.321777
	Iteration 37Q: 3 clusters Score -2.126232e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155729 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -21262348.000000 Penalty: 5943.321777
	Iteration 38Q: 3 clusters Score -2.126235e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155717 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -21262346.000000 Penalty: 5943.321777
	Iteration 39Q: 3 clusters Score -2.126235e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -21262346.000000 Penalty: 5943.321777
	Iteration 40F: 3 clusters Score -2.126235e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155688 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -21262400.000000 Penalty: 5943.321777
	Iteration 41Q: 3 clusters Score -2.12624e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155667 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -21262402.000000 Penalty: 5943.321777
	Iteration 42Q: 3 clusters Score -2.12624e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -21262396.000000 Penalty: 5943.321777
	Iteration 43Q: 3 clusters Score -2.12624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155633 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -21262414.000000 Penalty: 5943.321777
	Iteration 44Q: 3 clusters Score -2.126241e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155611 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -21262400.000000 Penalty: 5943.321777
	Iteration 45Q: 3 clusters Score -2.12624e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155592 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -21262402.000000 Penalty: 5943.321777
	Iteration 46Q: 3 clusters Score -2.12624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155575 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -21262404.000000 Penalty: 5943.321777
	Iteration 47Q: 3 clusters Score -2.12624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -21262406.000000 Penalty: 5943.321777
	Iteration 48Q: 3 clusters Score -2.126241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155551 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -21262394.000000 Penalty: 5943.321777
	Iteration 49Q: 3 clusters Score -2.126239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -21262398.000000 Penalty: 5943.321777
	Iteration 50Q: 3 clusters Score -2.12624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -21262394.000000 Penalty: 5943.321777
	Iteration 51Q: 3 clusters Score -2.126239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -21262400.000000 Penalty: 5943.321777
	Iteration 52Q: 3 clusters Score -2.12624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155529 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -21262408.000000 Penalty: 5943.321777
	Iteration 53Q: 3 clusters Score -2.126241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -21262388.000000 Penalty: 5943.321777
	Iteration 54Q: 3 clusters Score -2.126239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155519 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -21262408.000000 Penalty: 5943.321777
	Iteration 55Q: 3 clusters Score -2.126241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155509 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -21262390.000000 Penalty: 5943.321777
	Iteration 56Q: 3 clusters Score -2.126239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155503 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -21262398.000000 Penalty: 5943.321777
	Iteration 57Q: 3 clusters Score -2.12624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -21262404.000000 Penalty: 5943.321777
	Iteration 58Q: 3 clusters Score -2.12624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155497 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -21262426.000000 Penalty: 5943.321777
	Iteration 59Q: 3 clusters Score -2.126243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155496 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -21262430.000000 Penalty: 5943.321777
	Iteration 60F: 3 clusters Score -2.126243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155491 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -21262416.000000 Penalty: 5943.321777
	Iteration 61Q: 3 clusters Score -2.126242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155491 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -21262434.000000 Penalty: 5943.321777
	Iteration 62Q: 3 clusters Score -2.126243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -21262426.000000 Penalty: 5943.321777
	Iteration 63Q: 3 clusters Score -2.126243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155482 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -21262442.000000 Penalty: 5943.321777
	Iteration 64Q: 3 clusters Score -2.126244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155479 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -21262442.000000 Penalty: 5943.321777
	Iteration 65Q: 3 clusters Score -2.126244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155476 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -21262454.000000 Penalty: 5943.321777
	Iteration 66Q: 3 clusters Score -2.126245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155473 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -21262452.000000 Penalty: 5943.321777
	Iteration 67Q: 3 clusters Score -2.126245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155470 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -21262460.000000 Penalty: 5943.321777
	Iteration 68Q: 3 clusters Score -2.126246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155469 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -21262460.000000 Penalty: 5943.321777
	Iteration 69Q: 3 clusters Score -2.126246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -21262458.000000 Penalty: 5943.321777
	Iteration 70Q: 3 clusters Score -2.126246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -21262464.000000 Penalty: 5943.321777
	Iteration 71Q: 3 clusters Score -2.126246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -21262464.000000 Penalty: 5943.321777
	Iteration 72F: 3 clusters Score -2.126246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Entering Unmasked Estep 
Score: -2686933.750000 Penalty: 2455.382080
	Iteration 0F: 2 clusters Score -2686934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2672978.250000 Penalty: 4910.764160
	Iteration 0F: 3 clusters Score -2672978 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2677792.500000 Penalty: 4910.764160
	Iteration 1F: 3 clusters Score -2677792 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2678250.250000 Penalty: 4910.764160
	Iteration 2F: 3 clusters Score -2678250 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2678600.750000 Penalty: 4910.764160
	Iteration 3Q: 3 clusters Score -2678601 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2678935.750000 Penalty: 4910.764160
	Iteration 4Q: 3 clusters Score -2678936 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2679298.000000 Penalty: 4910.764160
	Iteration 5Q: 3 clusters Score -2679298 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2679703.250000 Penalty: 4910.764160
	Iteration 6Q: 3 clusters Score -2679703 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2680262.250000 Penalty: 4910.764160
	Iteration 7Q: 3 clusters Score -2680262 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2681000.000000 Penalty: 4910.764160
	Iteration 8F: 3 clusters Score -2681000 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2681889.000000 Penalty: 4910.764160
	Iteration 9F: 3 clusters Score -2681889 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2682822.250000 Penalty: 4910.764160
	Iteration 10F: 3 clusters Score -2682822 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2683718.000000 Penalty: 4910.764160
	Iteration 11Q: 3 clusters Score -2683718 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2684495.500000 Penalty: 4910.764160
	Iteration 12Q: 3 clusters Score -2684496 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2685089.000000 Penalty: 4910.764160
	Iteration 13Q: 3 clusters Score -2685089 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2685505.500000 Penalty: 4910.764160
	Iteration 14Q: 3 clusters Score -2685506 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2685751.500000 Penalty: 4910.764160
	Iteration 15Q: 3 clusters Score -2685752 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2685936.250000 Penalty: 4910.764160
	Iteration 16Q: 3 clusters Score -2685936 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2686049.250000 Penalty: 4910.764160
	Iteration 17Q: 3 clusters Score -2686049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2686109.500000 Penalty: 4910.764160
	Iteration 18Q: 3 clusters Score -2686110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2686167.250000 Penalty: 4910.764160
	Iteration 19Q: 3 clusters Score -2686167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2686249.000000 Penalty: 4910.764160
	Iteration 20F: 3 clusters Score -2686249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2686286.500000 Penalty: 4910.764160
	Iteration 21Q: 3 clusters Score -2686286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2686298.000000 Penalty: 4910.764160
	Iteration 22Q: 3 clusters Score -2686298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2686301.500000 Penalty: 4910.764160
	Iteration 23Q: 3 clusters Score -2686302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2686315.000000 Penalty: 4910.764160
	Iteration 24Q: 3 clusters Score -2686315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2686315.000000 Penalty: 4910.764160
	Iteration 25Q: 3 clusters Score -2686315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2686318.500000 Penalty: 4910.764160
	Iteration 26Q: 3 clusters Score -2686318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2686322.000000 Penalty: 4910.764160
	Iteration 27Q: 3 clusters Score -2686322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2686324.000000 Penalty: 4910.764160
	Iteration 28Q: 3 clusters Score -2686324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2686326.500000 Penalty: 4910.764160
	Iteration 29Q: 3 clusters Score -2686326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2686326.750000 Penalty: 4910.764160
	Iteration 30Q: 3 clusters Score -2686327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2686325.000000 Penalty: 4910.764160
	Iteration 31Q: 3 clusters Score -2686325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2686333.250000 Penalty: 4910.764160
	Iteration 32Q: 3 clusters Score -2686333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2686333.250000 Penalty: 4910.764160
	Iteration 33F: 3 clusters Score -2686333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Entering Unmasked Estep 
Score: -3828763.250000 Penalty: 2543.655762
	Iteration 0F: 2 clusters Score -3828763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3809240.000000 Penalty: 5087.311523
	Iteration 0F: 3 clusters Score -3809240 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3816379.500000 Penalty: 5087.311523
	Iteration 1F: 3 clusters Score -3816380 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3817097.750000 Penalty: 5087.311523
	Iteration 2F: 3 clusters Score -3817098 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3817916.750000 Penalty: 5087.311523
	Iteration 3F: 3 clusters Score -3817917 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3818980.500000 Penalty: 5087.311523
	Iteration 4F: 3 clusters Score -3818980 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3820249.750000 Penalty: 5087.311523
	Iteration 5F: 3 clusters Score -3820250 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3821763.000000 Penalty: 5087.311523
	Iteration 6F: 3 clusters Score -3821763 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3823323.000000 Penalty: 5087.311523
	Iteration 7F: 3 clusters Score -3823323 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3824689.750000 Penalty: 5087.311523
	Iteration 8F: 3 clusters Score -3824690 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3825680.250000 Penalty: 5087.311523
	Iteration 9Q: 3 clusters Score -3825680 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3826237.500000 Penalty: 5087.311523
	Iteration 10Q: 3 clusters Score -3826238 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3826541.000000 Penalty: 5087.311523
	Iteration 11Q: 3 clusters Score -3826541 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3826688.000000 Penalty: 5087.311523
	Iteration 12Q: 3 clusters Score -3826688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3826781.000000 Penalty: 5087.311523
	Iteration 13Q: 3 clusters Score -3826781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3826830.000000 Penalty: 5087.311523
	Iteration 14Q: 3 clusters Score -3826830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3826878.500000 Penalty: 5087.311523
	Iteration 15Q: 3 clusters Score -3826878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3826898.250000 Penalty: 5087.311523
	Iteration 16Q: 3 clusters Score -3826898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3826917.500000 Penalty: 5087.311523
	Iteration 17Q: 3 clusters Score -3826918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3826930.750000 Penalty: 5087.311523
	Iteration 18Q: 3 clusters Score -3826931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3826936.500000 Penalty: 5087.311523
	Iteration 19Q: 3 clusters Score -3826936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3827018.500000 Penalty: 5087.311523
	Iteration 20F: 3 clusters Score -3827018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3827276.500000 Penalty: 5087.311523
	Iteration 21Q: 3 clusters Score -3827276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3827449.500000 Penalty: 5087.311523
	Iteration 22Q: 3 clusters Score -3827450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3827567.250000 Penalty: 5087.311523
	Iteration 23Q: 3 clusters Score -3827567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3827668.250000 Penalty: 5087.311523
	Iteration 24Q: 3 clusters Score -3827668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3827702.000000 Penalty: 5087.311523
	Iteration 25Q: 3 clusters Score -3827702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3827727.500000 Penalty: 5087.311523
	Iteration 26Q: 3 clusters Score -3827728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3827741.250000 Penalty: 5087.311523
	Iteration 27Q: 3 clusters Score -3827741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3827749.500000 Penalty: 5087.311523
	Iteration 28Q: 3 clusters Score -3827750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3827757.250000 Penalty: 5087.311523
	Iteration 29Q: 3 clusters Score -3827757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3827762.750000 Penalty: 5087.311523
	Iteration 30Q: 3 clusters Score -3827763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3827763.250000 Penalty: 5087.311523
	Iteration 31Q: 3 clusters Score -3827763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3827767.250000 Penalty: 5087.311523
	Iteration 32Q: 3 clusters Score -3827767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3827944.500000 Penalty: 5087.311523
	Iteration 33F: 3 clusters Score -3827944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3828085.750000 Penalty: 5087.311523
	Iteration 34Q: 3 clusters Score -3828086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3828171.500000 Penalty: 5087.311523
	Iteration 35Q: 3 clusters Score -3828172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3828220.750000 Penalty: 5087.311523
	Iteration 36Q: 3 clusters Score -3828221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3828257.500000 Penalty: 5087.311523
	Iteration 37Q: 3 clusters Score -3828258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3828290.750000 Penalty: 5087.311523
	Iteration 38Q: 3 clusters Score -3828291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3828321.250000 Penalty: 5087.311523
	Iteration 39Q: 3 clusters Score -3828321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3828358.250000 Penalty: 5087.311523
	Iteration 40F: 3 clusters Score -3828358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3828399.000000 Penalty: 5087.311523
	Iteration 41Q: 3 clusters Score -3828399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3828398.000000 Penalty: 5087.311523
	Iteration 42Q: 3 clusters Score -3828398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3828406.000000 Penalty: 5087.311523
	Iteration 43Q: 3 clusters Score -3828406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3828414.250000 Penalty: 5087.311523
	Iteration 44Q: 3 clusters Score -3828414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3828419.750000 Penalty: 5087.311523
	Iteration 45Q: 3 clusters Score -3828420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3828420.500000 Penalty: 5087.311523
	Iteration 46Q: 3 clusters Score -3828420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3828420.500000 Penalty: 5087.311523
	Iteration 47F: 3 clusters Score -3828420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78927.460938 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78927.46 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 381 members 
Entering Unmasked Estep 
Score: -77262.007812 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77262.01 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77650.335938 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77650.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77847.195312 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77847.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77980.390625 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -77980.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78130.281250 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -78130.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78325.585938 Penalty: 3272.184082
	Iteration 5F: 3 clusters Score -78325.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78475.164062 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -78475.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78565.703125 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -78565.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78606.882812 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -78606.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78682.218750 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -78682.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78754.562500 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -78754.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78786.546875 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -78786.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78801.570312 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -78801.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78812.992188 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -78812.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78814.562500 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -78814.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78814.562500 Penalty: 3272.184082
	Iteration 15F: 3 clusters Score -78814.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Entering Unmasked Estep 
Score: -1036799.687500 Penalty: 2235.371582
	Iteration 0F: 2 clusters Score -1036800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1030266.375000 Penalty: 4470.743164
	Iteration 0F: 3 clusters Score -1030266 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1031992.250000 Penalty: 4470.743164
	Iteration 1F: 3 clusters Score -1031992 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1032268.500000 Penalty: 4470.743164
	Iteration 2F: 3 clusters Score -1032268 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1032472.312500 Penalty: 4470.743164
	Iteration 3F: 3 clusters Score -1032472 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1032649.750000 Penalty: 4470.743164
	Iteration 4Q: 3 clusters Score -1032650 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1032816.625000 Penalty: 4470.743164
	Iteration 5Q: 3 clusters Score -1032817 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1032967.562500 Penalty: 4470.743164
	Iteration 6Q: 3 clusters Score -1032968 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1033128.812500 Penalty: 4470.743164
	Iteration 7Q: 3 clusters Score -1033129 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1033309.375000 Penalty: 4470.743164
	Iteration 8Q: 3 clusters Score -1033309 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1033559.312500 Penalty: 4470.743164
	Iteration 9Q: 3 clusters Score -1033559 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1033851.437500 Penalty: 4470.743164
	Iteration 10Q: 3 clusters Score -1033851 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1034113.250000 Penalty: 4470.743164
	Iteration 11Q: 3 clusters Score -1034113 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1034339.187500 Penalty: 4470.743164
	Iteration 12Q: 3 clusters Score -1034339 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1034525.125000 Penalty: 4470.743164
	Iteration 13Q: 3 clusters Score -1034525 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1034679.562500 Penalty: 4470.743164
	Iteration 14Q: 3 clusters Score -1034680 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1034802.937500 Penalty: 4470.743164
	Iteration 15Q: 3 clusters Score -1034803 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1034914.312500 Penalty: 4470.743164
	Iteration 16Q: 3 clusters Score -1034914 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1034995.875000 Penalty: 4470.743164
	Iteration 17Q: 3 clusters Score -1034996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1035051.437500 Penalty: 4470.743164
	Iteration 18Q: 3 clusters Score -1035051 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1035118.062500 Penalty: 4470.743164
	Iteration 19Q: 3 clusters Score -1035118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1035176.375000 Penalty: 4470.743164
	Iteration 20F: 3 clusters Score -1035176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1035217.062500 Penalty: 4470.743164
	Iteration 21Q: 3 clusters Score -1035217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1035258.312500 Penalty: 4470.743164
	Iteration 22Q: 3 clusters Score -1035258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1035287.312500 Penalty: 4470.743164
	Iteration 23Q: 3 clusters Score -1035287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1035305.500000 Penalty: 4470.743164
	Iteration 24Q: 3 clusters Score -1035306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1035331.687500 Penalty: 4470.743164
	Iteration 25Q: 3 clusters Score -1035332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1035357.687500 Penalty: 4470.743164
	Iteration 26Q: 3 clusters Score -1035358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1035388.750000 Penalty: 4470.743164
	Iteration 27Q: 3 clusters Score -1035389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1035412.125000 Penalty: 4470.743164
	Iteration 28Q: 3 clusters Score -1035412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1035436.750000 Penalty: 4470.743164
	Iteration 29Q: 3 clusters Score -1035437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1035453.000000 Penalty: 4470.743164
	Iteration 30Q: 3 clusters Score -1035453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1035462.687500 Penalty: 4470.743164
	Iteration 31Q: 3 clusters Score -1035463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1035471.375000 Penalty: 4470.743164
	Iteration 32Q: 3 clusters Score -1035471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1035475.562500 Penalty: 4470.743164
	Iteration 33Q: 3 clusters Score -1035476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1035480.062500 Penalty: 4470.743164
	Iteration 34Q: 3 clusters Score -1035480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1035482.500000 Penalty: 4470.743164
	Iteration 35Q: 3 clusters Score -1035482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1035489.625000 Penalty: 4470.743164
	Iteration 36Q: 3 clusters Score -1035490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1035492.750000 Penalty: 4470.743164
	Iteration 37Q: 3 clusters Score -1035493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1035495.625000 Penalty: 4470.743164
	Iteration 38Q: 3 clusters Score -1035496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1035499.875000 Penalty: 4470.743164
	Iteration 39Q: 3 clusters Score -1035500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1035502.812500 Penalty: 4470.743164
	Iteration 40F: 3 clusters Score -1035503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1035504.875000 Penalty: 4470.743164
	Iteration 41Q: 3 clusters Score -1035505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1035506.312500 Penalty: 4470.743164
	Iteration 42Q: 3 clusters Score -1035506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1035509.750000 Penalty: 4470.743164
	Iteration 43Q: 3 clusters Score -1035510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1035514.562500 Penalty: 4470.743164
	Iteration 44Q: 3 clusters Score -1035515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1035516.500000 Penalty: 4470.743164
	Iteration 45Q: 3 clusters Score -1035516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1035516.312500 Penalty: 4470.743164
	Iteration 46Q: 3 clusters Score -1035516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1035518.000000 Penalty: 4470.743164
	Iteration 47Q: 3 clusters Score -1035518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1035517.687500 Penalty: 4470.743164
	Iteration 48Q: 3 clusters Score -1035518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1035517.687500 Penalty: 4470.743164
	Iteration 49F: 3 clusters Score -1035518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Entering Unmasked Estep 
Score: -688852.125000 Penalty: 2134.589844
	Iteration 0F: 2 clusters Score -688852.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -684101.062500 Penalty: 4269.179688
	Iteration 0F: 3 clusters Score -684101.1 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -685240.000000 Penalty: 4269.179688
	Iteration 1F: 3 clusters Score -685240 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -685439.625000 Penalty: 4269.179688
	Iteration 2F: 3 clusters Score -685439.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -685575.750000 Penalty: 4269.179688
	Iteration 3Q: 3 clusters Score -685575.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -685656.000000 Penalty: 4269.179688
	Iteration 4Q: 3 clusters Score -685656 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -685707.562500 Penalty: 4269.179688
	Iteration 5Q: 3 clusters Score -685707.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -685749.375000 Penalty: 4269.179688
	Iteration 6Q: 3 clusters Score -685749.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -685777.812500 Penalty: 4269.179688
	Iteration 7Q: 3 clusters Score -685777.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -685798.562500 Penalty: 4269.179688
	Iteration 8Q: 3 clusters Score -685798.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -685811.500000 Penalty: 4269.179688
	Iteration 9Q: 3 clusters Score -685811.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -685820.562500 Penalty: 4269.179688
	Iteration 10Q: 3 clusters Score -685820.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -685831.250000 Penalty: 4269.179688
	Iteration 11Q: 3 clusters Score -685831.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -685839.687500 Penalty: 4269.179688
	Iteration 12Q: 3 clusters Score -685839.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -685846.312500 Penalty: 4269.179688
	Iteration 13Q: 3 clusters Score -685846.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -685855.250000 Penalty: 4269.179688
	Iteration 14Q: 3 clusters Score -685855.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -685859.375000 Penalty: 4269.179688
	Iteration 15Q: 3 clusters Score -685859.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -685863.562500 Penalty: 4269.179688
	Iteration 16Q: 3 clusters Score -685863.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -685869.312500 Penalty: 4269.179688
	Iteration 17Q: 3 clusters Score -685869.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -685877.187500 Penalty: 4269.179688
	Iteration 18Q: 3 clusters Score -685877.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -685879.937500 Penalty: 4269.179688
	Iteration 19Q: 3 clusters Score -685879.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -685882.062500 Penalty: 4269.179688
	Iteration 20F: 3 clusters Score -685882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -685890.000000 Penalty: 4269.179688
	Iteration 21Q: 3 clusters Score -685890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -685892.812500 Penalty: 4269.179688
	Iteration 22Q: 3 clusters Score -685892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -685894.625000 Penalty: 4269.179688
	Iteration 23Q: 3 clusters Score -685894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -685895.000000 Penalty: 4269.179688
	Iteration 24Q: 3 clusters Score -685895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -685897.125000 Penalty: 4269.179688
	Iteration 25Q: 3 clusters Score -685897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -685896.187500 Penalty: 4269.179688
	Iteration 26Q: 3 clusters Score -685896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -685894.125000 Penalty: 4269.179688
	Iteration 27Q: 3 clusters Score -685894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -685896.625000 Penalty: 4269.179688
	Iteration 28Q: 3 clusters Score -685896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -685897.312500 Penalty: 4269.179688
	Iteration 29Q: 3 clusters Score -685897.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -685897.687500 Penalty: 4269.179688
	Iteration 30Q: 3 clusters Score -685897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -685897.625000 Penalty: 4269.179688
	Iteration 31Q: 3 clusters Score -685897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -685898.562500 Penalty: 4269.179688
	Iteration 32Q: 3 clusters Score -685898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -685898.937500 Penalty: 4269.179688
	Iteration 33Q: 3 clusters Score -685898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -685898.125000 Penalty: 4269.179688
	Iteration 34Q: 3 clusters Score -685898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -685899.687500 Penalty: 4269.179688
	Iteration 35Q: 3 clusters Score -685899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -685899.687500 Penalty: 4269.179688
	Iteration 36F: 3 clusters Score -685899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Entering Unmasked Estep 
Score: -1774519.375000 Penalty: 2357.522705
	Iteration 0F: 2 clusters Score -1774519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1764629.375000 Penalty: 4715.045410
	Iteration 0F: 3 clusters Score -1764629 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1767645.750000 Penalty: 4715.045410
	Iteration 1F: 3 clusters Score -1767646 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1767941.500000 Penalty: 4715.045410
	Iteration 2F: 3 clusters Score -1767942 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1768166.125000 Penalty: 4715.045410
	Iteration 3Q: 3 clusters Score -1768166 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1768370.875000 Penalty: 4715.045410
	Iteration 4Q: 3 clusters Score -1768371 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1768580.000000 Penalty: 4715.045410
	Iteration 5Q: 3 clusters Score -1768580 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1768798.625000 Penalty: 4715.045410
	Iteration 6Q: 3 clusters Score -1768799 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1769050.000000 Penalty: 4715.045410
	Iteration 7Q: 3 clusters Score -1769050 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1769360.250000 Penalty: 4715.045410
	Iteration 8Q: 3 clusters Score -1769360 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1769717.125000 Penalty: 4715.045410
	Iteration 9Q: 3 clusters Score -1769717 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1770175.625000 Penalty: 4715.045410
	Iteration 10Q: 3 clusters Score -1770176 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1770629.875000 Penalty: 4715.045410
	Iteration 11Q: 3 clusters Score -1770630 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1771014.750000 Penalty: 4715.045410
	Iteration 12Q: 3 clusters Score -1771015 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1771408.500000 Penalty: 4715.045410
	Iteration 13Q: 3 clusters Score -1771408 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1771741.250000 Penalty: 4715.045410
	Iteration 14Q: 3 clusters Score -1771741 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1771983.375000 Penalty: 4715.045410
	Iteration 15Q: 3 clusters Score -1771983 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1772148.375000 Penalty: 4715.045410
	Iteration 16Q: 3 clusters Score -1772148 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1772279.000000 Penalty: 4715.045410
	Iteration 17Q: 3 clusters Score -1772279 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1772358.625000 Penalty: 4715.045410
	Iteration 18Q: 3 clusters Score -1772359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1772398.500000 Penalty: 4715.045410
	Iteration 19Q: 3 clusters Score -1772398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1772423.750000 Penalty: 4715.045410
	Iteration 20F: 3 clusters Score -1772424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1772439.875000 Penalty: 4715.045410
	Iteration 21Q: 3 clusters Score -1772440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1772454.875000 Penalty: 4715.045410
	Iteration 22Q: 3 clusters Score -1772455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1772469.125000 Penalty: 4715.045410
	Iteration 23Q: 3 clusters Score -1772469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1772487.625000 Penalty: 4715.045410
	Iteration 24Q: 3 clusters Score -1772488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1772503.875000 Penalty: 4715.045410
	Iteration 25Q: 3 clusters Score -1772504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1772511.500000 Penalty: 4715.045410
	Iteration 26Q: 3 clusters Score -1772512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1772517.875000 Penalty: 4715.045410
	Iteration 27Q: 3 clusters Score -1772518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1772525.375000 Penalty: 4715.045410
	Iteration 28Q: 3 clusters Score -1772525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1772531.875000 Penalty: 4715.045410
	Iteration 29Q: 3 clusters Score -1772532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1772534.500000 Penalty: 4715.045410
	Iteration 30Q: 3 clusters Score -1772534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1772537.625000 Penalty: 4715.045410
	Iteration 31Q: 3 clusters Score -1772538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1772542.125000 Penalty: 4715.045410
	Iteration 32Q: 3 clusters Score -1772542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1772546.875000 Penalty: 4715.045410
	Iteration 33Q: 3 clusters Score -1772547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1772549.500000 Penalty: 4715.045410
	Iteration 34Q: 3 clusters Score -1772550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1772551.500000 Penalty: 4715.045410
	Iteration 35Q: 3 clusters Score -1772552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1772551.750000 Penalty: 4715.045410
	Iteration 36Q: 3 clusters Score -1772552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1772553.125000 Penalty: 4715.045410
	Iteration 37Q: 3 clusters Score -1772553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1772554.000000 Penalty: 4715.045410
	Iteration 38Q: 3 clusters Score -1772554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1772554.625000 Penalty: 4715.045410
	Iteration 39Q: 3 clusters Score -1772555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1772557.750000 Penalty: 4715.045410
	Iteration 40F: 3 clusters Score -1772558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1772560.250000 Penalty: 4715.045410
	Iteration 41Q: 3 clusters Score -1772560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1772560.250000 Penalty: 4715.045410
	Iteration 42F: 3 clusters Score -1772560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -281491.187500 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -281491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -278800.718750 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -278800.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -279249.906250 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -279249.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -279358.000000 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -279358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -279419.343750 Penalty: 3806.379883
	Iteration 3Q: 3 clusters Score -279419.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -279467.062500 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -279467.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -279498.937500 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -279498.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -279523.906250 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -279523.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -279539.093750 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -279539.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -279556.125000 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -279556.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -279572.000000 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -279572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -279585.250000 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -279585.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -279604.187500 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -279604.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -279622.187500 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -279622.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -279637.437500 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -279637.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -279656.937500 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -279656.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -279672.906250 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -279672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -279685.125000 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -279685.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279695.968750 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -279696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -279708.562500 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -279708.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -279720.343750 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -279720.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -279728.625000 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -279728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -279734.062500 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -279734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -279736.593750 Penalty: 3806.379883
	Iteration 22Q: 3 clusters Score -279736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -279737.812500 Penalty: 3806.379883
	Iteration 23Q: 3 clusters Score -279737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -279738.718750 Penalty: 3806.379883
	Iteration 24Q: 3 clusters Score -279738.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -279739.218750 Penalty: 3806.379883
	Iteration 25Q: 3 clusters Score -279739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -279741.093750 Penalty: 3806.379883
	Iteration 26Q: 3 clusters Score -279741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -279742.687500 Penalty: 3806.379883
	Iteration 27Q: 3 clusters Score -279742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -279742.687500 Penalty: 3806.379883
	Iteration 28F: 3 clusters Score -279742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Entering Unmasked Estep 
Score: -7449711.000000 Penalty: 2714.456543
	Iteration 0F: 2 clusters Score -7449711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -7411466.000000 Penalty: 5428.913086
	Iteration 0F: 3 clusters Score -7411466 nChanged 26373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -7426341.000000 Penalty: 5428.913086
	Iteration 1F: 3 clusters Score -7426341 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -7427099.000000 Penalty: 5428.913086
	Iteration 2Q: 3 clusters Score -7427099 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -7428051.000000 Penalty: 5428.913086
	Iteration 3Q: 3 clusters Score -7428051 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -7429651.000000 Penalty: 5428.913086
	Iteration 4F: 3 clusters Score -7429651 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -7432284.500000 Penalty: 5428.913086
	Iteration 5F: 3 clusters Score -7432284 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -7436310.500000 Penalty: 5428.913086
	Iteration 6F: 3 clusters Score -7436310 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -7440976.500000 Penalty: 5428.913086
	Iteration 7F: 3 clusters Score -7440976 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7444520.000000 Penalty: 5428.913086
	Iteration 8F: 3 clusters Score -7444520 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7446288.500000 Penalty: 5428.913086
	Iteration 9Q: 3 clusters Score -7446288 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7446886.000000 Penalty: 5428.913086
	Iteration 10Q: 3 clusters Score -7446886 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7447093.000000 Penalty: 5428.913086
	Iteration 11Q: 3 clusters Score -7447093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7447169.000000 Penalty: 5428.913086
	Iteration 12Q: 3 clusters Score -7447169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7447202.500000 Penalty: 5428.913086
	Iteration 13Q: 3 clusters Score -7447202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7447230.000000 Penalty: 5428.913086
	Iteration 14Q: 3 clusters Score -7447230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7447237.000000 Penalty: 5428.913086
	Iteration 15Q: 3 clusters Score -7447237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7447245.500000 Penalty: 5428.913086
	Iteration 16Q: 3 clusters Score -7447246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7447256.000000 Penalty: 5428.913086
	Iteration 17Q: 3 clusters Score -7447256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7447257.000000 Penalty: 5428.913086
	Iteration 18Q: 3 clusters Score -7447257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7447257.000000 Penalty: 5428.913086
	Iteration 19F: 3 clusters Score -7447257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 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 301 members 
Entering Unmasked Estep 
Score: -63577.976562 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63577.98 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64047.671875 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -64047.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64252.406250 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64252.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64425.937500 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -64425.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64510.195312 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -64510.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64581.191406 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64581.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64637.160156 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64637.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64667.562500 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64667.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64695.593750 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -64695.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64718.355469 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -64718.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64753.800781 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -64753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64822.367188 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -64822.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64854.445312 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -64854.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64883.988281 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -64883.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64911.351562 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -64911.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64932.671875 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -64932.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64943.453125 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -64943.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64946.652344 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -64946.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64950.390625 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -64950.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64952.667969 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -64952.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64956.535156 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -64956.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64985.093750 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -64985.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65001.554688 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -65001.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65006.417969 Penalty: 3174.527832
	Iteration 23Q: 3 clusters Score -65006.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65009.242188 Penalty: 3174.527832
	Iteration 24Q: 3 clusters Score -65009.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65011.828125 Penalty: 3174.527832
	Iteration 25Q: 3 clusters Score -65011.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65015.468750 Penalty: 3174.527832
	Iteration 26Q: 3 clusters Score -65015.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65017.523438 Penalty: 3174.527832
	Iteration 27Q: 3 clusters Score -65017.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65020.382812 Penalty: 3174.527832
	Iteration 28Q: 3 clusters Score -65020.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65020.382812 Penalty: 3174.527832
	Iteration 29F: 3 clusters Score -65020.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -470176.468750 Penalty: 2038.459839
	Iteration 0F: 2 clusters Score -470176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -466462.250000 Penalty: 4076.919678
	Iteration 0F: 3 clusters Score -466462.2 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -467261.906250 Penalty: 4076.919678
	Iteration 1F: 3 clusters Score -467261.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -467433.312500 Penalty: 4076.919678
	Iteration 2F: 3 clusters Score -467433.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -467530.312500 Penalty: 4076.919678
	Iteration 3Q: 3 clusters Score -467530.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -467597.781250 Penalty: 4076.919678
	Iteration 4Q: 3 clusters Score -467597.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -467693.500000 Penalty: 4076.919678
	Iteration 5Q: 3 clusters Score -467693.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -467811.781250 Penalty: 4076.919678
	Iteration 6Q: 3 clusters Score -467811.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -467930.062500 Penalty: 4076.919678
	Iteration 7Q: 3 clusters Score -467930.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -468047.875000 Penalty: 4076.919678
	Iteration 8Q: 3 clusters Score -468047.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -468149.687500 Penalty: 4076.919678
	Iteration 9Q: 3 clusters Score -468149.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -468244.125000 Penalty: 4076.919678
	Iteration 10Q: 3 clusters Score -468244.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -468334.437500 Penalty: 4076.919678
	Iteration 11Q: 3 clusters Score -468334.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -468409.812500 Penalty: 4076.919678
	Iteration 12Q: 3 clusters Score -468409.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -468475.687500 Penalty: 4076.919678
	Iteration 13Q: 3 clusters Score -468475.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -468532.781250 Penalty: 4076.919678
	Iteration 14Q: 3 clusters Score -468532.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -468585.937500 Penalty: 4076.919678
	Iteration 15Q: 3 clusters Score -468585.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -468627.312500 Penalty: 4076.919678
	Iteration 16Q: 3 clusters Score -468627.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -468663.843750 Penalty: 4076.919678
	Iteration 17Q: 3 clusters Score -468663.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -468707.406250 Penalty: 4076.919678
	Iteration 18Q: 3 clusters Score -468707.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -468736.531250 Penalty: 4076.919678
	Iteration 19Q: 3 clusters Score -468736.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -468750.593750 Penalty: 4076.919678
	Iteration 20F: 3 clusters Score -468750.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -468765.250000 Penalty: 4076.919678
	Iteration 21Q: 3 clusters Score -468765.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -468779.000000 Penalty: 4076.919678
	Iteration 22Q: 3 clusters Score -468779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -468793.656250 Penalty: 4076.919678
	Iteration 23Q: 3 clusters Score -468793.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -468806.750000 Penalty: 4076.919678
	Iteration 24Q: 3 clusters Score -468806.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -468815.875000 Penalty: 4076.919678
	Iteration 25Q: 3 clusters Score -468815.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -468825.781250 Penalty: 4076.919678
	Iteration 26Q: 3 clusters Score -468825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -468834.125000 Penalty: 4076.919678
	Iteration 27Q: 3 clusters Score -468834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -468839.468750 Penalty: 4076.919678
	Iteration 28Q: 3 clusters Score -468839.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -468842.156250 Penalty: 4076.919678
	Iteration 29Q: 3 clusters Score -468842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -468845.218750 Penalty: 4076.919678
	Iteration 30Q: 3 clusters Score -468845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -468846.781250 Penalty: 4076.919678
	Iteration 31Q: 3 clusters Score -468846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -468848.406250 Penalty: 4076.919678
	Iteration 32Q: 3 clusters Score -468848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -468851.875000 Penalty: 4076.919678
	Iteration 33Q: 3 clusters Score -468851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -468853.437500 Penalty: 4076.919678
	Iteration 34Q: 3 clusters Score -468853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -468856.375000 Penalty: 4076.919678
	Iteration 35Q: 3 clusters Score -468856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -468857.343750 Penalty: 4076.919678
	Iteration 36Q: 3 clusters Score -468857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -468857.343750 Penalty: 4076.919678
	Iteration 37F: 3 clusters Score -468857.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Entering Unmasked Estep 
Score: -5180638.500000 Penalty: 2618.396484
	Iteration 0F: 2 clusters Score -5180638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5154656.000000 Penalty: 5236.792969
	Iteration 0F: 3 clusters Score -5154656 nChanged 17529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5164340.500000 Penalty: 5236.792969
	Iteration 1F: 3 clusters Score -5164340 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -5164966.000000 Penalty: 5236.792969
	Iteration 2Q: 3 clusters Score -5164966 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -5165656.500000 Penalty: 5236.792969
	Iteration 3Q: 3 clusters Score -5165656 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5166555.500000 Penalty: 5236.792969
	Iteration 4Q: 3 clusters Score -5166556 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5167906.000000 Penalty: 5236.792969
	Iteration 5F: 3 clusters Score -5167906 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -5169774.000000 Penalty: 5236.792969
	Iteration 6F: 3 clusters Score -5169774 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -5171926.500000 Penalty: 5236.792969
	Iteration 7F: 3 clusters Score -5171926 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5173878.000000 Penalty: 5236.792969
	Iteration 8F: 3 clusters Score -5173878 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -5175320.500000 Penalty: 5236.792969
	Iteration 9Q: 3 clusters Score -5175320 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5176230.000000 Penalty: 5236.792969
	Iteration 10Q: 3 clusters Score -5176230 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -5176773.500000 Penalty: 5236.792969
	Iteration 11Q: 3 clusters Score -5176774 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5177145.500000 Penalty: 5236.792969
	Iteration 12Q: 3 clusters Score -5177146 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5177463.000000 Penalty: 5236.792969
	Iteration 13Q: 3 clusters Score -5177463 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5177677.500000 Penalty: 5236.792969
	Iteration 14Q: 3 clusters Score -5177678 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5177871.500000 Penalty: 5236.792969
	Iteration 15Q: 3 clusters Score -5177872 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5178073.500000 Penalty: 5236.792969
	Iteration 16Q: 3 clusters Score -5178074 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5178248.500000 Penalty: 5236.792969
	Iteration 17Q: 3 clusters Score -5178248 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5178377.500000 Penalty: 5236.792969
	Iteration 18Q: 3 clusters Score -5178378 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5178459.000000 Penalty: 5236.792969
	Iteration 19Q: 3 clusters Score -5178459 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5178511.500000 Penalty: 5236.792969
	Iteration 20F: 3 clusters Score -5178512 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5178563.000000 Penalty: 5236.792969
	Iteration 21Q: 3 clusters Score -5178563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5178605.000000 Penalty: 5236.792969
	Iteration 22Q: 3 clusters Score -5178605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5178623.500000 Penalty: 5236.792969
	Iteration 23Q: 3 clusters Score -5178624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5178634.500000 Penalty: 5236.792969
	Iteration 24Q: 3 clusters Score -5178634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5178644.000000 Penalty: 5236.792969
	Iteration 25Q: 3 clusters Score -5178644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5178655.500000 Penalty: 5236.792969
	Iteration 26Q: 3 clusters Score -5178656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5178660.000000 Penalty: 5236.792969
	Iteration 27Q: 3 clusters Score -5178660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5178665.500000 Penalty: 5236.792969
	Iteration 28Q: 3 clusters Score -5178666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5178672.000000 Penalty: 5236.792969
	Iteration 29Q: 3 clusters Score -5178672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5178678.000000 Penalty: 5236.792969
	Iteration 30Q: 3 clusters Score -5178678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5178679.000000 Penalty: 5236.792969
	Iteration 31Q: 3 clusters Score -5178679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5178677.500000 Penalty: 5236.792969
	Iteration 32Q: 3 clusters Score -5178678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5178680.000000 Penalty: 5236.792969
	Iteration 33Q: 3 clusters Score -5178680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5178678.500000 Penalty: 5236.792969
	Iteration 34Q: 3 clusters Score -5178678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5178680.500000 Penalty: 5236.792969
	Iteration 35Q: 3 clusters Score -5178680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5178680.000000 Penalty: 5236.792969
	Iteration 36Q: 3 clusters Score -5178680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5178680.000000 Penalty: 5236.792969
	Iteration 37F: 3 clusters Score -5178680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183246 members 
Mstep: Class 3 contains 83703 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39781 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 54614 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159932 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 102991.429688
Iteration 319Q: 31 clusters Score -1.3325e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183255 members 
Mstep: Class 3 contains 83695 members 
Mstep: Class 4 contains 220988 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39782 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47309 members 
Mstep: Class 16 contains 29667 members 
Mstep: Class 17 contains 54609 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159938 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250040.000000 Penalty: 102991.429688
Iteration 320F: 31 clusters Score -1.3325e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183260 members 
Mstep: Class 3 contains 83683 members 
Mstep: Class 4 contains 220987 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39783 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29666 members 
Mstep: Class 17 contains 54604 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159951 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250000.000000 Penalty: 102991.429688
Iteration 321Q: 31 clusters Score -1.3325e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183267 members 
Mstep: Class 3 contains 83675 members 
Mstep: Class 4 contains 220984 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39785 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29665 members 
Mstep: Class 17 contains 54602 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159962 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 102991.429688
Iteration 322Q: 31 clusters Score -1.3325e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183270 members 
Mstep: Class 3 contains 83668 members 
Mstep: Class 4 contains 220984 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6471 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47312 members 
Mstep: Class 16 contains 29664 members 
Mstep: Class 17 contains 54602 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159974 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13440 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249944.000000 Penalty: 102991.429688
Iteration 323Q: 31 clusters Score -1.332499e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183273 members 
Mstep: Class 3 contains 83661 members 
Mstep: Class 4 contains 220985 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39787 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47313 members 
Mstep: Class 16 contains 29663 members 
Mstep: Class 17 contains 54602 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159983 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13439 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249896.000000 Penalty: 102991.429688
Iteration 324Q: 31 clusters Score -1.332499e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183276 members 
Mstep: Class 3 contains 83657 members 
Mstep: Class 4 contains 220986 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39787 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47313 members 
Mstep: Class 16 contains 29663 members 
Mstep: Class 17 contains 54600 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159991 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56696 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249912.000000 Penalty: 102991.429688
Iteration 325Q: 31 clusters Score -1.332499e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183281 members 
Mstep: Class 3 contains 83653 members 
Mstep: Class 4 contains 220988 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39787 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47314 members 
Mstep: Class 16 contains 29663 members 
Mstep: Class 17 contains 54598 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159995 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13437 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56695 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249904.000000 Penalty: 102991.429688
Iteration 326Q: 31 clusters Score -1.332499e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183288 members 
Mstep: Class 3 contains 83648 members 
Mstep: Class 4 contains 220991 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6451 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47314 members 
Mstep: Class 16 contains 29663 members 
Mstep: Class 17 contains 54597 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 159998 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56695 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249936.000000 Penalty: 102991.429688
Iteration 327Q: 31 clusters Score -1.332499e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183293 members 
Mstep: Class 3 contains 83639 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47313 members 
Mstep: Class 16 contains 29663 members 
Mstep: Class 17 contains 54600 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160005 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28473 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13439 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56695 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249840.000000 Penalty: 102991.429688
Iteration 328Q: 31 clusters Score -1.332498e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183294 members 
Mstep: Class 3 contains 83630 members 
Mstep: Class 4 contains 220979 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6444 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47314 members 
Mstep: Class 16 contains 29663 members 
Mstep: Class 17 contains 54604 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160023 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249896.000000 Penalty: 102991.429688
Iteration 329Q: 31 clusters Score -1.332499e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183297 members 
Mstep: Class 3 contains 83625 members 
Mstep: Class 4 contains 220976 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54602 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160036 members 
Mstep: Class 20 contains 19945 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13443 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249872.000000 Penalty: 102991.429688
Iteration 330Q: 31 clusters Score -1.332499e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183297 members 
Mstep: Class 3 contains 83616 members 
Mstep: Class 4 contains 220975 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54602 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160049 members 
Mstep: Class 20 contains 19943 members 
Mstep: Class 21 contains 28469 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13446 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56695 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249840.000000 Penalty: 102991.429688
Iteration 331Q: 31 clusters Score -1.332498e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183295 members 
Mstep: Class 3 contains 83607 members 
Mstep: Class 4 contains 220971 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54600 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160066 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28469 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13449 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249840.000000 Penalty: 102991.429688
Iteration 332Q: 31 clusters Score -1.332498e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183294 members 
Mstep: Class 3 contains 83604 members 
Mstep: Class 4 contains 220961 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39787 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29662 members 
Mstep: Class 17 contains 54598 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160078 members 
Mstep: Class 20 contains 19941 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56694 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249840.000000 Penalty: 102991.429688
Iteration 333Q: 31 clusters Score -1.332498e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183294 members 
Mstep: Class 3 contains 83603 members 
Mstep: Class 4 contains 220957 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39788 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47312 members 
Mstep: Class 16 contains 29662 members 
Mstep: Class 17 contains 54595 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160087 members 
Mstep: Class 20 contains 19941 members 
Mstep: Class 21 contains 28465 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56693 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249856.000000 Penalty: 102991.429688
Iteration 334Q: 31 clusters Score -1.332499e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183304 members 
Mstep: Class 3 contains 83599 members 
Mstep: Class 4 contains 220949 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39788 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47312 members 
Mstep: Class 16 contains 29662 members 
Mstep: Class 17 contains 54593 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160097 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28466 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56692 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249816.000000 Penalty: 102991.429688
Iteration 335Q: 31 clusters Score -1.332498e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183313 members 
Mstep: Class 3 contains 83597 members 
Mstep: Class 4 contains 220941 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39788 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29662 members 
Mstep: Class 17 contains 54592 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160109 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56690 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249816.000000 Penalty: 102991.429688
Iteration 336Q: 31 clusters Score -1.332498e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183319 members 
Mstep: Class 3 contains 83591 members 
Mstep: Class 4 contains 220935 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39789 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54589 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160124 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28467 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56690 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249832.000000 Penalty: 102991.429688
Iteration 337Q: 31 clusters Score -1.332498e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183328 members 
Mstep: Class 3 contains 83587 members 
Mstep: Class 4 contains 220922 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39790 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6421 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29658 members 
Mstep: Class 17 contains 54590 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160139 members 
Mstep: Class 20 contains 19943 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56688 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249896.000000 Penalty: 102991.429688
Iteration 338Q: 31 clusters Score -1.332499e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183333 members 
Mstep: Class 3 contains 83586 members 
Mstep: Class 4 contains 220919 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39790 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29658 members 
Mstep: Class 17 contains 54589 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160144 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56687 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249904.000000 Penalty: 102991.429688
Iteration 339Q: 31 clusters Score -1.332499e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183336 members 
Mstep: Class 3 contains 83583 members 
Mstep: Class 4 contains 220918 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39790 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54588 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160148 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56685 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249848.000000 Penalty: 102991.429688
Iteration 340F: 31 clusters Score -1.332498e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183336 members 
Mstep: Class 3 contains 83581 members 
Mstep: Class 4 contains 220915 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39790 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160154 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56687 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249848.000000 Penalty: 102991.429688
Iteration 341Q: 31 clusters Score -1.332498e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83580 members 
Mstep: Class 4 contains 220911 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39790 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47309 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54587 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160159 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56687 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249856.000000 Penalty: 102991.429688
Iteration 342Q: 31 clusters Score -1.332499e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83578 members 
Mstep: Class 4 contains 220910 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39790 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160161 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56688 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249864.000000 Penalty: 102991.429688
Iteration 343Q: 31 clusters Score -1.332499e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183337 members 
Mstep: Class 3 contains 83577 members 
Mstep: Class 4 contains 220905 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39790 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6416 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160166 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56688 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249888.000000 Penalty: 102991.429688
Iteration 344Q: 31 clusters Score -1.332499e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83577 members 
Mstep: Class 4 contains 220900 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39790 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160170 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56688 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249864.000000 Penalty: 102991.429688
Iteration 345Q: 31 clusters Score -1.332499e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83578 members 
Mstep: Class 4 contains 220895 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39791 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160173 members 
Mstep: Class 20 contains 19943 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56688 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249864.000000 Penalty: 102991.429688
Iteration 346Q: 31 clusters Score -1.332499e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83577 members 
Mstep: Class 4 contains 220895 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39792 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160177 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 56687 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249856.000000 Penalty: 102991.429688
Iteration 347Q: 31 clusters Score -1.332499e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83574 members 
Mstep: Class 4 contains 220897 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39792 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160182 members 
Mstep: Class 20 contains 19941 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249872.000000 Penalty: 102991.429688
Iteration 348Q: 31 clusters Score -1.332499e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83573 members 
Mstep: Class 4 contains 220897 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39792 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160184 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28469 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249880.000000 Penalty: 102991.429688
Iteration 349Q: 31 clusters Score -1.332499e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83572 members 
Mstep: Class 4 contains 220896 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39793 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160185 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249840.000000 Penalty: 102991.429688
Iteration 350Q: 31 clusters Score -1.332498e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83571 members 
Mstep: Class 4 contains 220896 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39793 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160186 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249848.000000 Penalty: 102991.429688
Iteration 351Q: 31 clusters Score -1.332498e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83569 members 
Mstep: Class 4 contains 220895 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39793 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160189 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249848.000000 Penalty: 102991.429688
Iteration 352Q: 31 clusters Score -1.332498e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83567 members 
Mstep: Class 4 contains 220892 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39793 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160192 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249896.000000 Penalty: 102991.429688
Iteration 353Q: 31 clusters Score -1.332499e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83566 members 
Mstep: Class 4 contains 220891 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39793 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54585 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160193 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249880.000000 Penalty: 102991.429688
Iteration 354Q: 31 clusters Score -1.332499e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83566 members 
Mstep: Class 4 contains 220889 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39793 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54583 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160196 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56685 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249832.000000 Penalty: 102991.429688
Iteration 355Q: 31 clusters Score -1.332498e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83565 members 
Mstep: Class 4 contains 220888 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39793 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160197 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249824.000000 Penalty: 102991.429688
Iteration 356Q: 31 clusters Score -1.332498e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83560 members 
Mstep: Class 4 contains 220888 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39793 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54581 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160202 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249840.000000 Penalty: 102991.429688
Iteration 357Q: 31 clusters Score -1.332498e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83558 members 
Mstep: Class 4 contains 220887 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54581 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160203 members 
Mstep: Class 20 contains 19940 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249872.000000 Penalty: 102991.429688
Iteration 358Q: 31 clusters Score -1.332499e+08 nChanged 9
Entering ConstructFrom: 
Score: -133249872.000000 Penalty: 102991.429688
Entering ConstructFrom: 
Trying to split cluster 1 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -62570.273438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -62570.27 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 299 members 
Entering Unmasked Estep 
Score: -61059.789062 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61059.79 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61365.941406 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61365.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61509.906250 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61509.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61758.507812 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -61758.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62088.101562 Penalty: 3161.166504
	Iteration 4F: 3 clusters Score -62088.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62185.671875 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -62185.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62239.847656 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62239.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62293.273438 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62293.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62373.921875 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62373.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62450.105469 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62450.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62484.597656 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62494.894531 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62494.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62494.894531 Penalty: 3161.166504
	Iteration 12F: 3 clusters Score -62494.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (183340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183340 members 
Entering Unmasked Estep 
Score: -24273764.000000 Penalty: 3005.536133
	Iteration 0F: 2 clusters Score -2.427376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -24164494.000000 Penalty: 6011.072266
	Iteration 0F: 3 clusters Score -2.416449e+07 nChanged 87923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -24215916.000000 Penalty: 6011.072266
	Iteration 1F: 3 clusters Score -2.421592e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -24217022.000000 Penalty: 6011.072266
	Iteration 2Q: 3 clusters Score -2.421702e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -24218748.000000 Penalty: 6011.072266
	Iteration 3Q: 3 clusters Score -2.421875e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 110683 members 
Entering Unmasked Estep 
Score: -24221504.000000 Penalty: 6011.072266
	Iteration 4Q: 3 clusters Score -2.42215e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -24226288.000000 Penalty: 6011.072266
	Iteration 5F: 3 clusters Score -2.422629e+07 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 132286 members 
Entering Unmasked Estep 
Score: -24233988.000000 Penalty: 6011.072266
	Iteration 6F: 3 clusters Score -2.423399e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 145895 members 
Entering Unmasked Estep 
Score: -24244038.000000 Penalty: 6011.072266
	Iteration 7F: 3 clusters Score -2.424404e+07 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 158145 members 
Entering Unmasked Estep 
Score: -24255104.000000 Penalty: 6011.072266
	Iteration 8F: 3 clusters Score -2.42551e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 167346 members 
Entering Unmasked Estep 
Score: -24262542.000000 Penalty: 6011.072266
	Iteration 9F: 3 clusters Score -2.426254e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 173389 members 
Entering Unmasked Estep 
Score: -24266636.000000 Penalty: 6011.072266
	Iteration 10Q: 3 clusters Score -2.426664e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 177198 members 
Entering Unmasked Estep 
Score: -24268746.000000 Penalty: 6011.072266
	Iteration 11Q: 3 clusters Score -2.426875e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 179521 members 
Entering Unmasked Estep 
Score: -24269916.000000 Penalty: 6011.072266
	Iteration 12Q: 3 clusters Score -2.426992e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 180864 members 
Entering Unmasked Estep 
Score: -24270478.000000 Penalty: 6011.072266
	Iteration 13Q: 3 clusters Score -2.427048e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 181642 members 
Entering Unmasked Estep 
Score: -24270708.000000 Penalty: 6011.072266
	Iteration 14Q: 3 clusters Score -2.427071e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 182088 members 
Entering Unmasked Estep 
Score: -24270932.000000 Penalty: 6011.072266
	Iteration 15Q: 3 clusters Score -2.427093e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 182334 members 
Entering Unmasked Estep 
Score: -24271064.000000 Penalty: 6011.072266
	Iteration 16Q: 3 clusters Score -2.427106e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 182472 members 
Entering Unmasked Estep 
Score: -24271122.000000 Penalty: 6011.072266
	Iteration 17Q: 3 clusters Score -2.427112e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 182555 members 
Entering Unmasked Estep 
Score: -24271152.000000 Penalty: 6011.072266
	Iteration 18Q: 3 clusters Score -2.427115e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 182612 members 
Entering Unmasked Estep 
Score: -24271214.000000 Penalty: 6011.072266
	Iteration 19Q: 3 clusters Score -2.427121e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 182663 members 
Entering Unmasked Estep 
Score: -24271214.000000 Penalty: 6011.072266
	Iteration 20F: 3 clusters Score -2.427121e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 182696 members 
Entering Unmasked Estep 
Score: -24271232.000000 Penalty: 6011.072266
	Iteration 21Q: 3 clusters Score -2.427123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 182716 members 
Entering Unmasked Estep 
Score: -24271244.000000 Penalty: 6011.072266
	Iteration 22Q: 3 clusters Score -2.427124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 182727 members 
Entering Unmasked Estep 
Score: -24271264.000000 Penalty: 6011.072266
	Iteration 23Q: 3 clusters Score -2.427126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 182739 members 
Entering Unmasked Estep 
Score: -24271258.000000 Penalty: 6011.072266
	Iteration 24Q: 3 clusters Score -2.427126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 182750 members 
Entering Unmasked Estep 
Score: -24271264.000000 Penalty: 6011.072266
	Iteration 25Q: 3 clusters Score -2.427126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 182756 members 
Entering Unmasked Estep 
Score: -24271268.000000 Penalty: 6011.072266
	Iteration 26Q: 3 clusters Score -2.427127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 182760 members 
Entering Unmasked Estep 
Score: -24271276.000000 Penalty: 6011.072266
	Iteration 27Q: 3 clusters Score -2.427128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 182763 members 
Entering Unmasked Estep 
Score: -24271286.000000 Penalty: 6011.072266
	Iteration 28Q: 3 clusters Score -2.427129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 182764 members 
Entering Unmasked Estep 
Score: -24271288.000000 Penalty: 6011.072266
	Iteration 29Q: 3 clusters Score -2.427129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 182768 members 
Entering Unmasked Estep 
Score: -24271302.000000 Penalty: 6011.072266
	Iteration 30Q: 3 clusters Score -2.42713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 182771 members 
Entering Unmasked Estep 
Score: -24271298.000000 Penalty: 6011.072266
	Iteration 31Q: 3 clusters Score -2.42713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 182773 members 
Entering Unmasked Estep 
Score: -24271290.000000 Penalty: 6011.072266
	Iteration 32Q: 3 clusters Score -2.427129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 182777 members 
Entering Unmasked Estep 
Score: -24271282.000000 Penalty: 6011.072266
	Iteration 33Q: 3 clusters Score -2.427128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 182782 members 
Entering Unmasked Estep 
Score: -24271272.000000 Penalty: 6011.072266
	Iteration 34Q: 3 clusters Score -2.427127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 182782 members 
Entering Unmasked Estep 
Score: -24271268.000000 Penalty: 6011.072266
	Iteration 35Q: 3 clusters Score -2.427127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 182782 members 
Entering Unmasked Estep 
Score: -24271268.000000 Penalty: 6011.072266
	Iteration 36F: 3 clusters Score -2.427127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Entering Unmasked Estep 
Score: -11152092.000000 Penalty: 2810.648682
	Iteration 0F: 2 clusters Score -1.115209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -11096253.000000 Penalty: 5621.297363
	Iteration 0F: 3 clusters Score -1.109625e+07 nChanged 39282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -11118518.000000 Penalty: 5621.297363
	Iteration 1F: 3 clusters Score -1.111852e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -11119251.000000 Penalty: 5621.297363
	Iteration 2Q: 3 clusters Score -1.111925e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -11119968.000000 Penalty: 5621.297363
	Iteration 3Q: 3 clusters Score -1.111997e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -11120890.000000 Penalty: 5621.297363
	Iteration 4Q: 3 clusters Score -1.112089e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -11121993.000000 Penalty: 5621.297363
	Iteration 5Q: 3 clusters Score -1.112199e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -11123340.000000 Penalty: 5621.297363
	Iteration 6Q: 3 clusters Score -1.112334e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -11125152.000000 Penalty: 5621.297363
	Iteration 7Q: 3 clusters Score -1.112515e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -11127664.000000 Penalty: 5621.297363
	Iteration 8F: 3 clusters Score -1.112766e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -11130822.000000 Penalty: 5621.297363
	Iteration 9F: 3 clusters Score -1.113082e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -11134914.000000 Penalty: 5621.297363
	Iteration 10F: 3 clusters Score -1.113491e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -11138338.000000 Penalty: 5621.297363
	Iteration 11F: 3 clusters Score -1.113834e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -11140565.000000 Penalty: 5621.297363
	Iteration 12Q: 3 clusters Score -1.114056e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -11141954.000000 Penalty: 5621.297363
	Iteration 13Q: 3 clusters Score -1.114195e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -11143216.000000 Penalty: 5621.297363
	Iteration 14Q: 3 clusters Score -1.114322e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -11144344.000000 Penalty: 5621.297363
	Iteration 15Q: 3 clusters Score -1.114434e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -11145476.000000 Penalty: 5621.297363
	Iteration 16Q: 3 clusters Score -1.114548e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -11146427.000000 Penalty: 5621.297363
	Iteration 17Q: 3 clusters Score -1.114643e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -11147153.000000 Penalty: 5621.297363
	Iteration 18Q: 3 clusters Score -1.114715e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -11147709.000000 Penalty: 5621.297363
	Iteration 19Q: 3 clusters Score -1.114771e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -11148085.000000 Penalty: 5621.297363
	Iteration 20F: 3 clusters Score -1.114808e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -11148371.000000 Penalty: 5621.297363
	Iteration 21Q: 3 clusters Score -1.114837e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -11148548.000000 Penalty: 5621.297363
	Iteration 22Q: 3 clusters Score -1.114855e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -11148681.000000 Penalty: 5621.297363
	Iteration 23Q: 3 clusters Score -1.114868e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -11148779.000000 Penalty: 5621.297363
	Iteration 24Q: 3 clusters Score -1.114878e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -11148851.000000 Penalty: 5621.297363
	Iteration 25Q: 3 clusters Score -1.114885e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -11148903.000000 Penalty: 5621.297363
	Iteration 26Q: 3 clusters Score -1.11489e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -11148965.000000 Penalty: 5621.297363
	Iteration 27Q: 3 clusters Score -1.114896e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -11149061.000000 Penalty: 5621.297363
	Iteration 28Q: 3 clusters Score -1.114906e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -11149120.000000 Penalty: 5621.297363
	Iteration 29Q: 3 clusters Score -1.114912e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -11149219.000000 Penalty: 5621.297363
	Iteration 30Q: 3 clusters Score -1.114922e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -11149225.000000 Penalty: 5621.297363
	Iteration 31Q: 3 clusters Score -1.114922e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -11149269.000000 Penalty: 5621.297363
	Iteration 32Q: 3 clusters Score -1.114927e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -11149302.000000 Penalty: 5621.297363
	Iteration 33Q: 3 clusters Score -1.11493e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -11149264.000000 Penalty: 5621.297363
	Iteration 34Q: 3 clusters Score -1.114926e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -11149293.000000 Penalty: 5621.297363
	Iteration 35Q: 3 clusters Score -1.114929e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -11149308.000000 Penalty: 5621.297363
	Iteration 36Q: 3 clusters Score -1.114931e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -11149293.000000 Penalty: 5621.297363
	Iteration 37Q: 3 clusters Score -1.114929e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -11149332.000000 Penalty: 5621.297363
	Iteration 38Q: 3 clusters Score -1.114933e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -11149304.000000 Penalty: 5621.297363
	Iteration 39Q: 3 clusters Score -1.11493e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -11149314.000000 Penalty: 5621.297363
	Iteration 40F: 3 clusters Score -1.114931e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -11149326.000000 Penalty: 5621.297363
	Iteration 41Q: 3 clusters Score -1.114933e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -11149368.000000 Penalty: 5621.297363
	Iteration 42Q: 3 clusters Score -1.114937e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -11149350.000000 Penalty: 5621.297363
	Iteration 43Q: 3 clusters Score -1.114935e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -11149366.000000 Penalty: 5621.297363
	Iteration 44Q: 3 clusters Score -1.114937e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -11149382.000000 Penalty: 5621.297363
	Iteration 45Q: 3 clusters Score -1.114938e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -11149390.000000 Penalty: 5621.297363
	Iteration 46Q: 3 clusters Score -1.114939e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -11149389.000000 Penalty: 5621.297363
	Iteration 47Q: 3 clusters Score -1.114939e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -11149400.000000 Penalty: 5621.297363
	Iteration 48Q: 3 clusters Score -1.11494e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -11149413.000000 Penalty: 5621.297363
	Iteration 49Q: 3 clusters Score -1.114941e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -11149395.000000 Penalty: 5621.297363
	Iteration 50Q: 3 clusters Score -1.11494e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -11149410.000000 Penalty: 5621.297363
	Iteration 51Q: 3 clusters Score -1.114941e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -11149406.000000 Penalty: 5621.297363
	Iteration 52Q: 3 clusters Score -1.114941e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -11149389.000000 Penalty: 5621.297363
	Iteration 53Q: 3 clusters Score -1.114939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -11149395.000000 Penalty: 5621.297363
	Iteration 54Q: 3 clusters Score -1.11494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -11149398.000000 Penalty: 5621.297363
	Iteration 55Q: 3 clusters Score -1.11494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -11149405.000000 Penalty: 5621.297363
	Iteration 56Q: 3 clusters Score -1.11494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -11149404.000000 Penalty: 5621.297363
	Iteration 57Q: 3 clusters Score -1.11494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -11149401.000000 Penalty: 5621.297363
	Iteration 58Q: 3 clusters Score -1.11494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -11149408.000000 Penalty: 5621.297363
	Iteration 59Q: 3 clusters Score -1.114941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -11149415.000000 Penalty: 5621.297363
	Iteration 60F: 3 clusters Score -1.114942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -11149406.000000 Penalty: 5621.297363
	Iteration 61Q: 3 clusters Score -1.114941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -11149403.000000 Penalty: 5621.297363
	Iteration 62Q: 3 clusters Score -1.11494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -11149415.000000 Penalty: 5621.297363
	Iteration 63Q: 3 clusters Score -1.114942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -11149420.000000 Penalty: 5621.297363
	Iteration 64Q: 3 clusters Score -1.114942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -11149409.000000 Penalty: 5621.297363
	Iteration 65Q: 3 clusters Score -1.114941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -11149407.000000 Penalty: 5621.297363
	Iteration 66Q: 3 clusters Score -1.114941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -11149407.000000 Penalty: 5621.297363
	Iteration 67Q: 3 clusters Score -1.114941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -11149406.000000 Penalty: 5621.297363
	Iteration 68Q: 3 clusters Score -1.114941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -11149417.000000 Penalty: 5621.297363
	Iteration 69Q: 3 clusters Score -1.114942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -11149422.000000 Penalty: 5621.297363
	Iteration 70Q: 3 clusters Score -1.114942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -11149422.000000 Penalty: 5621.297363
	Iteration 71Q: 3 clusters Score -1.114942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -11149410.000000 Penalty: 5621.297363
	Iteration 72Q: 3 clusters Score -1.114941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -11149405.000000 Penalty: 5621.297363
	Iteration 73Q: 3 clusters Score -1.11494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -11149397.000000 Penalty: 5621.297363
	Iteration 74Q: 3 clusters Score -1.11494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -11149388.000000 Penalty: 5621.297363
	Iteration 75Q: 3 clusters Score -1.114939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -11149386.000000 Penalty: 5621.297363
	Iteration 76Q: 3 clusters Score -1.114939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -11149384.000000 Penalty: 5621.297363
	Iteration 77Q: 3 clusters Score -1.114938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -11149388.000000 Penalty: 5621.297363
	Iteration 78Q: 3 clusters Score -1.114939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -11149383.000000 Penalty: 5621.297363
	Iteration 79Q: 3 clusters Score -1.114938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -11149386.000000 Penalty: 5621.297363
	Iteration 80F: 3 clusters Score -1.114939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -11149382.000000 Penalty: 5621.297363
	Iteration 81Q: 3 clusters Score -1.114938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -11149382.000000 Penalty: 5621.297363
	Iteration 82F: 3 clusters Score -1.114938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220888 members 
Entering Unmasked Estep 
Score: -29287812.000000 Penalty: 3051.741943
	Iteration 0F: 2 clusters Score -2.928781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -29150554.000000 Penalty: 6103.483887
	Iteration 0F: 3 clusters Score -2.915055e+07 nChanged 106565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111367 members 
Mstep: Class 2 contains 109521 members 
Entering Unmasked Estep 
Score: -29212188.000000 Penalty: 6103.483887
	Iteration 1F: 3 clusters Score -2.921219e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111513 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -29213044.000000 Penalty: 6103.483887
	Iteration 2Q: 3 clusters Score -2.921304e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111819 members 
Mstep: Class 2 contains 109069 members 
Entering Unmasked Estep 
Score: -29213994.000000 Penalty: 6103.483887
	Iteration 3Q: 3 clusters Score -2.921399e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 108753 members 
Entering Unmasked Estep 
Score: -29215322.000000 Penalty: 6103.483887
	Iteration 4Q: 3 clusters Score -2.921532e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 108438 members 
Entering Unmasked Estep 
Score: -29216712.000000 Penalty: 6103.483887
	Iteration 5Q: 3 clusters Score -2.921671e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112835 members 
Mstep: Class 2 contains 108053 members 
Entering Unmasked Estep 
Score: -29219100.000000 Penalty: 6103.483887
	Iteration 6Q: 3 clusters Score -2.92191e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113034 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -29222514.000000 Penalty: 6103.483887
	Iteration 7Q: 3 clusters Score -2.922251e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112859 members 
Mstep: Class 2 contains 108029 members 
Entering Unmasked Estep 
Score: -29228230.000000 Penalty: 6103.483887
	Iteration 8Q: 3 clusters Score -2.922823e+07 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112249 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
Score: -29237190.000000 Penalty: 6103.483887
	Iteration 9F: 3 clusters Score -2.923719e+07 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111230 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -29248122.000000 Penalty: 6103.483887
	Iteration 10F: 3 clusters Score -2.924812e+07 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109962 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -29256874.000000 Penalty: 6103.483887
	Iteration 11F: 3 clusters Score -2.925687e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -29260594.000000 Penalty: 6103.483887
	Iteration 12Q: 3 clusters Score -2.926059e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 112813 members 
Entering Unmasked Estep 
Score: -29261454.000000 Penalty: 6103.483887
	Iteration 13Q: 3 clusters Score -2.926145e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 113769 members 
Entering Unmasked Estep 
Score: -29261810.000000 Penalty: 6103.483887
	Iteration 14Q: 3 clusters Score -2.926181e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 114895 members 
Entering Unmasked Estep 
Score: -29262212.000000 Penalty: 6103.483887
	Iteration 15Q: 3 clusters Score -2.926221e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104768 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -29262446.000000 Penalty: 6103.483887
	Iteration 16Q: 3 clusters Score -2.926245e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -29262934.000000 Penalty: 6103.483887
	Iteration 17Q: 3 clusters Score -2.926293e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -29263402.000000 Penalty: 6103.483887
	Iteration 18Q: 3 clusters Score -2.92634e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 120801 members 
Entering Unmasked Estep 
Score: -29263966.000000 Penalty: 6103.483887
	Iteration 19Q: 3 clusters Score -2.926397e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 122735 members 
Entering Unmasked Estep 
Score: -29264650.000000 Penalty: 6103.483887
	Iteration 20F: 3 clusters Score -2.926465e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 124933 members 
Entering Unmasked Estep 
Score: -29265136.000000 Penalty: 6103.483887
	Iteration 21Q: 3 clusters Score -2.926514e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 127263 members 
Entering Unmasked Estep 
Score: -29265746.000000 Penalty: 6103.483887
	Iteration 22Q: 3 clusters Score -2.926575e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 129781 members 
Entering Unmasked Estep 
Score: -29266706.000000 Penalty: 6103.483887
	Iteration 23Q: 3 clusters Score -2.926671e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 132524 members 
Entering Unmasked Estep 
Score: -29267584.000000 Penalty: 6103.483887
	Iteration 24Q: 3 clusters Score -2.926758e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 135452 members 
Entering Unmasked Estep 
Score: -29268404.000000 Penalty: 6103.483887
	Iteration 25Q: 3 clusters Score -2.92684e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -29269506.000000 Penalty: 6103.483887
	Iteration 26Q: 3 clusters Score -2.926951e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 141682 members 
Entering Unmasked Estep 
Score: -29270476.000000 Penalty: 6103.483887
	Iteration 27Q: 3 clusters Score -2.927048e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 144941 members 
Entering Unmasked Estep 
Score: -29271874.000000 Penalty: 6103.483887
	Iteration 28Q: 3 clusters Score -2.927187e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 148315 members 
Entering Unmasked Estep 
Score: -29272980.000000 Penalty: 6103.483887
	Iteration 29Q: 3 clusters Score -2.927298e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 151692 members 
Entering Unmasked Estep 
Score: -29274186.000000 Penalty: 6103.483887
	Iteration 30Q: 3 clusters Score -2.927419e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 155120 members 
Entering Unmasked Estep 
Score: -29275344.000000 Penalty: 6103.483887
	Iteration 31Q: 3 clusters Score -2.927534e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 158658 members 
Entering Unmasked Estep 
Score: -29276500.000000 Penalty: 6103.483887
	Iteration 32Q: 3 clusters Score -2.92765e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 162229 members 
Entering Unmasked Estep 
Score: -29277570.000000 Penalty: 6103.483887
	Iteration 33Q: 3 clusters Score -2.927757e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -29278720.000000 Penalty: 6103.483887
	Iteration 34Q: 3 clusters Score -2.927872e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 169362 members 
Entering Unmasked Estep 
Score: -29279710.000000 Penalty: 6103.483887
	Iteration 35Q: 3 clusters Score -2.927971e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 172933 members 
Entering Unmasked Estep 
Score: -29280704.000000 Penalty: 6103.483887
	Iteration 36Q: 3 clusters Score -2.92807e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 176579 members 
Entering Unmasked Estep 
Score: -29281656.000000 Penalty: 6103.483887
	Iteration 37Q: 3 clusters Score -2.928166e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -29282490.000000 Penalty: 6103.483887
	Iteration 38Q: 3 clusters Score -2.928249e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 183530 members 
Entering Unmasked Estep 
Score: -29283106.000000 Penalty: 6103.483887
	Iteration 39Q: 3 clusters Score -2.928311e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 186817 members 
Entering Unmasked Estep 
Score: -29283962.000000 Penalty: 6103.483887
	Iteration 40F: 3 clusters Score -2.928396e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 190255 members 
Entering Unmasked Estep 
Score: -29284992.000000 Penalty: 6103.483887
	Iteration 41Q: 3 clusters Score -2.928499e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 193475 members 
Entering Unmasked Estep 
Score: -29285692.000000 Penalty: 6103.483887
	Iteration 42Q: 3 clusters Score -2.928569e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 196461 members 
Entering Unmasked Estep 
Score: -29286178.000000 Penalty: 6103.483887
	Iteration 43Q: 3 clusters Score -2.928618e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 199198 members 
Entering Unmasked Estep 
Score: -29286462.000000 Penalty: 6103.483887
	Iteration 44Q: 3 clusters Score -2.928646e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 201648 members 
Entering Unmasked Estep 
Score: -29286908.000000 Penalty: 6103.483887
	Iteration 45Q: 3 clusters Score -2.928691e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 203802 members 
Entering Unmasked Estep 
Score: -29287094.000000 Penalty: 6103.483887
	Iteration 46Q: 3 clusters Score -2.928709e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 205741 members 
Entering Unmasked Estep 
Score: -29287428.000000 Penalty: 6103.483887
	Iteration 47Q: 3 clusters Score -2.928743e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 207433 members 
Entering Unmasked Estep 
Score: -29287444.000000 Penalty: 6103.483887
	Iteration 48Q: 3 clusters Score -2.928744e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 208864 members 
Entering Unmasked Estep 
Score: -29287290.000000 Penalty: 6103.483887
	Iteration 49Q: 3 clusters Score -2.928729e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 210122 members 
Entering Unmasked Estep 
Score: -29287232.000000 Penalty: 6103.483887
	Iteration 50Q: 3 clusters Score -2.928723e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 211259 members 
Entering Unmasked Estep 
Score: -29287354.000000 Penalty: 6103.483887
	Iteration 51Q: 3 clusters Score -2.928735e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 212212 members 
Entering Unmasked Estep 
Score: -29287164.000000 Penalty: 6103.483887
	Iteration 52Q: 3 clusters Score -2.928716e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 212996 members 
Entering Unmasked Estep 
Score: -29287156.000000 Penalty: 6103.483887
	Iteration 53Q: 3 clusters Score -2.928716e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 213715 members 
Entering Unmasked Estep 
Score: -29287066.000000 Penalty: 6103.483887
	Iteration 54Q: 3 clusters Score -2.928707e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 214319 members 
Entering Unmasked Estep 
Score: -29287068.000000 Penalty: 6103.483887
	Iteration 55Q: 3 clusters Score -2.928707e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 214886 members 
Entering Unmasked Estep 
Score: -29287036.000000 Penalty: 6103.483887
	Iteration 56Q: 3 clusters Score -2.928704e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 215438 members 
Entering Unmasked Estep 
Score: -29286924.000000 Penalty: 6103.483887
	Iteration 57Q: 3 clusters Score -2.928692e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 215884 members 
Entering Unmasked Estep 
Score: -29286846.000000 Penalty: 6103.483887
	Iteration 58Q: 3 clusters Score -2.928685e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 216279 members 
Entering Unmasked Estep 
Score: -29286756.000000 Penalty: 6103.483887
	Iteration 59Q: 3 clusters Score -2.928676e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 216607 members 
Entering Unmasked Estep 
Score: -29286704.000000 Penalty: 6103.483887
	Iteration 60F: 3 clusters Score -2.92867e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 216920 members 
Entering Unmasked Estep 
Score: -29286598.000000 Penalty: 6103.483887
	Iteration 61Q: 3 clusters Score -2.92866e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 217213 members 
Entering Unmasked Estep 
Score: -29286620.000000 Penalty: 6103.483887
	Iteration 62Q: 3 clusters Score -2.928662e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 217482 members 
Entering Unmasked Estep 
Score: -29286580.000000 Penalty: 6103.483887
	Iteration 63Q: 3 clusters Score -2.928658e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 217725 members 
Entering Unmasked Estep 
Score: -29286580.000000 Penalty: 6103.483887
	Iteration 64Q: 3 clusters Score -2.928658e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 217946 members 
Entering Unmasked Estep 
Score: -29286526.000000 Penalty: 6103.483887
	Iteration 65Q: 3 clusters Score -2.928653e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 218147 members 
Entering Unmasked Estep 
Score: -29286428.000000 Penalty: 6103.483887
	Iteration 66Q: 3 clusters Score -2.928643e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 218310 members 
Entering Unmasked Estep 
Score: -29286388.000000 Penalty: 6103.483887
	Iteration 67Q: 3 clusters Score -2.928639e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 218433 members 
Entering Unmasked Estep 
Score: -29286338.000000 Penalty: 6103.483887
	Iteration 68Q: 3 clusters Score -2.928634e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 218560 members 
Entering Unmasked Estep 
Score: -29286318.000000 Penalty: 6103.483887
	Iteration 69Q: 3 clusters Score -2.928632e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 218679 members 
Entering Unmasked Estep 
Score: -29286314.000000 Penalty: 6103.483887
	Iteration 70Q: 3 clusters Score -2.928631e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 218790 members 
Entering Unmasked Estep 
Score: -29286240.000000 Penalty: 6103.483887
	Iteration 71Q: 3 clusters Score -2.928624e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 218877 members 
Entering Unmasked Estep 
Score: -29286184.000000 Penalty: 6103.483887
	Iteration 72Q: 3 clusters Score -2.928618e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 218962 members 
Entering Unmasked Estep 
Score: -29286132.000000 Penalty: 6103.483887
	Iteration 73Q: 3 clusters Score -2.928613e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 219045 members 
Entering Unmasked Estep 
Score: -29286094.000000 Penalty: 6103.483887
	Iteration 74Q: 3 clusters Score -2.928609e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 219113 members 
Entering Unmasked Estep 
Score: -29286102.000000 Penalty: 6103.483887
	Iteration 75Q: 3 clusters Score -2.92861e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 219172 members 
Entering Unmasked Estep 
Score: -29286066.000000 Penalty: 6103.483887
	Iteration 76Q: 3 clusters Score -2.928607e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 219219 members 
Entering Unmasked Estep 
Score: -29286034.000000 Penalty: 6103.483887
	Iteration 77Q: 3 clusters Score -2.928603e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 219280 members 
Entering Unmasked Estep 
Score: -29286016.000000 Penalty: 6103.483887
	Iteration 78Q: 3 clusters Score -2.928602e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 219319 members 
Entering Unmasked Estep 
Score: -29286022.000000 Penalty: 6103.483887
	Iteration 79Q: 3 clusters Score -2.928602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 219361 members 
Entering Unmasked Estep 
Score: -29286026.000000 Penalty: 6103.483887
	Iteration 80F: 3 clusters Score -2.928603e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 219397 members 
Entering Unmasked Estep 
Score: -29286058.000000 Penalty: 6103.483887
	Iteration 81Q: 3 clusters Score -2.928606e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 219435 members 
Entering Unmasked Estep 
Score: -29286016.000000 Penalty: 6103.483887
	Iteration 82Q: 3 clusters Score -2.928602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 219467 members 
Entering Unmasked Estep 
Score: -29286004.000000 Penalty: 6103.483887
	Iteration 83Q: 3 clusters Score -2.9286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 219500 members 
Entering Unmasked Estep 
Score: -29285968.000000 Penalty: 6103.483887
	Iteration 84Q: 3 clusters Score -2.928597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 219526 members 
Entering Unmasked Estep 
Score: -29285994.000000 Penalty: 6103.483887
	Iteration 85Q: 3 clusters Score -2.928599e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 219554 members 
Entering Unmasked Estep 
Score: -29285986.000000 Penalty: 6103.483887
	Iteration 86Q: 3 clusters Score -2.928599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 219587 members 
Entering Unmasked Estep 
Score: -29286002.000000 Penalty: 6103.483887
	Iteration 87Q: 3 clusters Score -2.9286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 219620 members 
Entering Unmasked Estep 
Score: -29285986.000000 Penalty: 6103.483887
	Iteration 88Q: 3 clusters Score -2.928599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 219640 members 
Entering Unmasked Estep 
Score: -29285984.000000 Penalty: 6103.483887
	Iteration 89Q: 3 clusters Score -2.928598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 219658 members 
Entering Unmasked Estep 
Score: -29285988.000000 Penalty: 6103.483887
	Iteration 90Q: 3 clusters Score -2.928599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 219687 members 
Entering Unmasked Estep 
Score: -29285990.000000 Penalty: 6103.483887
	Iteration 91Q: 3 clusters Score -2.928599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 219711 members 
Entering Unmasked Estep 
Score: -29285984.000000 Penalty: 6103.483887
	Iteration 92Q: 3 clusters Score -2.928598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 219735 members 
Entering Unmasked Estep 
Score: -29285966.000000 Penalty: 6103.483887
	Iteration 93Q: 3 clusters Score -2.928597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 219747 members 
Entering Unmasked Estep 
Score: -29285986.000000 Penalty: 6103.483887
	Iteration 94Q: 3 clusters Score -2.928599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 219757 members 
Entering Unmasked Estep 
Score: -29285984.000000 Penalty: 6103.483887
	Iteration 95Q: 3 clusters Score -2.928598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 219769 members 
Entering Unmasked Estep 
Score: -29285968.000000 Penalty: 6103.483887
	Iteration 96Q: 3 clusters Score -2.928597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 219780 members 
Entering Unmasked Estep 
Score: -29285974.000000 Penalty: 6103.483887
	Iteration 97Q: 3 clusters Score -2.928597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 219790 members 
Entering Unmasked Estep 
Score: -29285950.000000 Penalty: 6103.483887
	Iteration 98Q: 3 clusters Score -2.928595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 219797 members 
Entering Unmasked Estep 
Score: -29285952.000000 Penalty: 6103.483887
	Iteration 99Q: 3 clusters Score -2.928595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 219807 members 
Entering Unmasked Estep 
Score: -29285962.000000 Penalty: 6103.483887
	Iteration 100F: 3 clusters Score -2.928596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 219817 members 
Entering Unmasked Estep 
Score: -29285950.000000 Penalty: 6103.483887
	Iteration 101Q: 3 clusters Score -2.928595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 219831 members 
Entering Unmasked Estep 
Score: -29285974.000000 Penalty: 6103.483887
	Iteration 102Q: 3 clusters Score -2.928597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 219844 members 
Entering Unmasked Estep 
Score: -29285968.000000 Penalty: 6103.483887
	Iteration 103Q: 3 clusters Score -2.928597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 219853 members 
Entering Unmasked Estep 
Score: -29285952.000000 Penalty: 6103.483887
	Iteration 104Q: 3 clusters Score -2.928595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 219860 members 
Entering Unmasked Estep 
Score: -29285958.000000 Penalty: 6103.483887
	Iteration 105Q: 3 clusters Score -2.928596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 219867 members 
Entering Unmasked Estep 
Score: -29285948.000000 Penalty: 6103.483887
	Iteration 106Q: 3 clusters Score -2.928595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 219871 members 
Entering Unmasked Estep 
Score: -29285946.000000 Penalty: 6103.483887
	Iteration 107Q: 3 clusters Score -2.928595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 219873 members 
Entering Unmasked Estep 
Score: -29285938.000000 Penalty: 6103.483887
	Iteration 108Q: 3 clusters Score -2.928594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 219874 members 
Entering Unmasked Estep 
Score: -29285948.000000 Penalty: 6103.483887
	Iteration 109Q: 3 clusters Score -2.928595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 219875 members 
Entering Unmasked Estep 
Score: -29285936.000000 Penalty: 6103.483887
	Iteration 110Q: 3 clusters Score -2.928594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 219877 members 
Entering Unmasked Estep 
Score: -29285928.000000 Penalty: 6103.483887
	Iteration 111Q: 3 clusters Score -2.928593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 219882 members 
Entering Unmasked Estep 
Score: -29285938.000000 Penalty: 6103.483887
	Iteration 112Q: 3 clusters Score -2.928594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 219885 members 
Entering Unmasked Estep 
Score: -29285964.000000 Penalty: 6103.483887
	Iteration 113Q: 3 clusters Score -2.928596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 219891 members 
Entering Unmasked Estep 
Score: -29285958.000000 Penalty: 6103.483887
	Iteration 114Q: 3 clusters Score -2.928596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 219896 members 
Entering Unmasked Estep 
Score: -29285952.000000 Penalty: 6103.483887
	Iteration 115Q: 3 clusters Score -2.928595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 219896 members 
Entering Unmasked Estep 
Score: -29285952.000000 Penalty: 6103.483887
	Iteration 116Q: 3 clusters Score -2.928595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 219898 members 
Entering Unmasked Estep 
Score: -29285950.000000 Penalty: 6103.483887
	Iteration 117Q: 3 clusters Score -2.928595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 219898 members 
Entering Unmasked Estep 
Score: -29285950.000000 Penalty: 6103.483887
	Iteration 118F: 3 clusters Score -2.928595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56780.468750 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56780.47 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57002.355469 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -57002.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57102.964844 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -57102.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57177.507812 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -57177.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57238.847656 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -57238.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57328.601562 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -57328.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57448.386719 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -57448.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57603.906250 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -57603.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57798.167969 Penalty: 3090.318848
	Iteration 8F: 3 clusters Score -57798.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57985.523438 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -57985.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58092.382812 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -58092.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58196.007812 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -58196.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58325.898438 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -58325.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58417.417969 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -58417.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -58489.343750 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -58489.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58683.062500 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -58683.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58928.484375 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -58928.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59163.195312 Penalty: 3090.318848
	Iteration 17Q: 3 clusters Score -59163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59163.195312 Penalty: 3090.318848
	Iteration 18F: 3 clusters Score -59163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83555 members 
Mstep: Class 4 contains 220888 members 
Mstep: Class 5 contains 149 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160207 members 
Mstep: Class 20 contains 19939 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Mstep: Class 31 contains 359 members 
Entering Unmasked Estep 
Score: -133248736.000000 Penalty: 106424.484375
Splitting cluster 5 changes total score from -133249872.000000 to -133248736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -376346.812500 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -376346.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -373099.437500 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -373099.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -373861.656250 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -373861.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -374254.656250 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -374254.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -374655.218750 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -374655.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -375035.718750 Penalty: 3958.600586
	Iteration 4F: 3 clusters Score -375035.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -375292.343750 Penalty: 3958.600586
	Iteration 5F: 3 clusters Score -375292.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -375420.718750 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -375420.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -375496.437500 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -375496.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -375572.625000 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -375572.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -375655.093750 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -375655.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -375713.468750 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -375713.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -375769.687500 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -375769.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -375825.531250 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -375825.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -375881.531250 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -375881.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -375931.656250 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -375931.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -375956.468750 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -375956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -375964.218750 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -375964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -375967.437500 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -375967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -375970.156250 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -375970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -375971.187500 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -375971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -375971.187500 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -375971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -40917.453125 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -40917.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39649.539062 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -39649.54 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40253.996094 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -40254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40465.484375 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -40465.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40630.695312 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -40630.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40756.175781 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -40756.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40815.328125 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -40815.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40884.691406 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -40884.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40887.734375 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -40887.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40887.734375 Penalty: 2993.598877
	Iteration 8F: 3 clusters Score -40887.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -185020.750000 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -185020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -182742.046875 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -182742 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -183097.437500 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -183097.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -183213.031250 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -183213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183291.640625 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -183291.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183357.343750 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -183357.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -183392.859375 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -183392.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -183418.718750 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -183418.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -183442.359375 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -183442.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -183466.578125 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -183466.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -183486.468750 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -183486.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -183511.250000 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -183511.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -183521.703125 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -183521.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -183532.343750 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -183532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -183542.859375 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -183542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -183548.765625 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -183548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -183551.515625 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -183551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -183554.140625 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -183554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -183556.156250 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -183556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -183556.609375 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -183556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -183557.359375 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -183557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -183557.937500 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -183557.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -404118.093750 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -404118.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -400568.031250 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -400568 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -401411.500000 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -401411.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -401575.968750 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -401576 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -401673.718750 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -401673.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -401735.375000 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -401735.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -401779.875000 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -401779.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -401809.812500 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -401809.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -401836.875000 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -401836.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -401858.500000 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -401858.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -401877.906250 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -401877.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -401895.593750 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -401895.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -401912.656250 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -401912.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -401925.656250 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -401925.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -401937.562500 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -401937.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -401943.906250 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -401943.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -401950.125000 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -401950.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -401953.343750 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -401953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -401955.656250 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -401955.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -401959.125000 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -401959.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -401963.250000 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -401963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -401964.062500 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -401964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -401965.968750 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -401966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -401966.531250 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -401966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -401966.968750 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -401967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -401967.437500 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -401967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -401968.750000 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -401968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -401969.375000 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -401969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -401969.750000 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -401969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -401969.750000 Penalty: 4050.443115
	Iteration 28F: 3 clusters Score -401969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -5167249.000000 Penalty: 2626.685059
	Iteration 0F: 2 clusters Score -5167249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5140249.500000 Penalty: 5253.370117
	Iteration 0F: 3 clusters Score -5140250 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -5150369.500000 Penalty: 5253.370117
	Iteration 1F: 3 clusters Score -5150370 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -5150970.000000 Penalty: 5253.370117
	Iteration 2Q: 3 clusters Score -5150970 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5151504.500000 Penalty: 5253.370117
	Iteration 3Q: 3 clusters Score -5151504 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -5152187.000000 Penalty: 5253.370117
	Iteration 4Q: 3 clusters Score -5152187 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5152973.500000 Penalty: 5253.370117
	Iteration 5Q: 3 clusters Score -5152974 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -5153996.500000 Penalty: 5253.370117
	Iteration 6F: 3 clusters Score -5153996 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5155256.500000 Penalty: 5253.370117
	Iteration 7F: 3 clusters Score -5155256 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -5156644.500000 Penalty: 5253.370117
	Iteration 8F: 3 clusters Score -5156644 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -5157997.500000 Penalty: 5253.370117
	Iteration 9F: 3 clusters Score -5157998 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -5158999.000000 Penalty: 5253.370117
	Iteration 10Q: 3 clusters Score -5158999 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -5159771.500000 Penalty: 5253.370117
	Iteration 11Q: 3 clusters Score -5159772 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -5160467.000000 Penalty: 5253.370117
	Iteration 12Q: 3 clusters Score -5160467 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -5161140.000000 Penalty: 5253.370117
	Iteration 13Q: 3 clusters Score -5161140 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5161852.000000 Penalty: 5253.370117
	Iteration 14Q: 3 clusters Score -5161852 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -5162674.500000 Penalty: 5253.370117
	Iteration 15Q: 3 clusters Score -5162674 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5163514.000000 Penalty: 5253.370117
	Iteration 16Q: 3 clusters Score -5163514 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -5164135.500000 Penalty: 5253.370117
	Iteration 17Q: 3 clusters Score -5164136 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5164526.000000 Penalty: 5253.370117
	Iteration 18Q: 3 clusters Score -5164526 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5164718.000000 Penalty: 5253.370117
	Iteration 19Q: 3 clusters Score -5164718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5164907.500000 Penalty: 5253.370117
	Iteration 20F: 3 clusters Score -5164908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5164991.500000 Penalty: 5253.370117
	Iteration 21Q: 3 clusters Score -5164992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5165037.500000 Penalty: 5253.370117
	Iteration 22Q: 3 clusters Score -5165038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5165074.000000 Penalty: 5253.370117
	Iteration 23Q: 3 clusters Score -5165074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -5165100.500000 Penalty: 5253.370117
	Iteration 24Q: 3 clusters Score -5165100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5165135.000000 Penalty: 5253.370117
	Iteration 25Q: 3 clusters Score -5165135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5165151.500000 Penalty: 5253.370117
	Iteration 26Q: 3 clusters Score -5165152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5165160.000000 Penalty: 5253.370117
	Iteration 27Q: 3 clusters Score -5165160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -5165166.000000 Penalty: 5253.370117
	Iteration 28Q: 3 clusters Score -5165166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -5165172.000000 Penalty: 5253.370117
	Iteration 29Q: 3 clusters Score -5165172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5165180.500000 Penalty: 5253.370117
	Iteration 30Q: 3 clusters Score -5165180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -5165175.500000 Penalty: 5253.370117
	Iteration 31Q: 3 clusters Score -5165176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -5165175.500000 Penalty: 5253.370117
	Iteration 32Q: 3 clusters Score -5165176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -5165179.000000 Penalty: 5253.370117
	Iteration 33Q: 3 clusters Score -5165179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5165178.500000 Penalty: 5253.370117
	Iteration 34Q: 3 clusters Score -5165178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5165178.500000 Penalty: 5253.370117
	Iteration 35F: 3 clusters Score -5165178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Entering Unmasked Estep 
Score: -394089.593750 Penalty: 1996.811523
	Iteration 0F: 2 clusters Score -394089.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -390760.468750 Penalty: 3993.623047
	Iteration 0F: 3 clusters Score -390760.5 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -391464.562500 Penalty: 3993.623047
	Iteration 1F: 3 clusters Score -391464.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -391687.500000 Penalty: 3993.623047
	Iteration 2F: 3 clusters Score -391687.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -391846.000000 Penalty: 3993.623047
	Iteration 3F: 3 clusters Score -391846 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -392017.843750 Penalty: 3993.623047
	Iteration 4Q: 3 clusters Score -392017.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -392195.781250 Penalty: 3993.623047
	Iteration 5Q: 3 clusters Score -392195.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -392424.968750 Penalty: 3993.623047
	Iteration 6Q: 3 clusters Score -392425 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -392790.062500 Penalty: 3993.623047
	Iteration 7F: 3 clusters Score -392790.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -393265.562500 Penalty: 3993.623047
	Iteration 8F: 3 clusters Score -393265.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -393676.531250 Penalty: 3993.623047
	Iteration 9F: 3 clusters Score -393676.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -393953.750000 Penalty: 3993.623047
	Iteration 10F: 3 clusters Score -393953.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -394156.968750 Penalty: 3993.623047
	Iteration 11Q: 3 clusters Score -394157 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -394351.875000 Penalty: 3993.623047
	Iteration 12Q: 3 clusters Score -394351.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -394439.406250 Penalty: 3993.623047
	Iteration 13Q: 3 clusters Score -394439.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -394469.656250 Penalty: 3993.623047
	Iteration 14Q: 3 clusters Score -394469.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -394481.718750 Penalty: 3993.623047
	Iteration 15Q: 3 clusters Score -394481.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -394488.968750 Penalty: 3993.623047
	Iteration 16Q: 3 clusters Score -394489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -394492.937500 Penalty: 3993.623047
	Iteration 17Q: 3 clusters Score -394492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -394495.468750 Penalty: 3993.623047
	Iteration 18Q: 3 clusters Score -394495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -394496.437500 Penalty: 3993.623047
	Iteration 19Q: 3 clusters Score -394496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -394497.000000 Penalty: 3993.623047
	Iteration 20F: 3 clusters Score -394497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -394499.500000 Penalty: 3993.623047
	Iteration 21Q: 3 clusters Score -394499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -394500.062500 Penalty: 3993.623047
	Iteration 22Q: 3 clusters Score -394500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -394500.062500 Penalty: 3993.623047
	Iteration 23F: 3 clusters Score -394500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83555 members 
Mstep: Class 4 contains 220888 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160207 members 
Mstep: Class 20 contains 19939 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Mstep: Class 31 contains 1938 members 
Entering Unmasked Estep 
Score: -133248888.000000 Penalty: 106424.484375
Splitting cluster 11 changes total score from -133249872.000000 to -133248888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -92156.437500 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -92156.44 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 351 members 
Entering Unmasked Estep 
Score: -90407.500000 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -90407.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90610.765625 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -90610.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90688.859375 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -90688.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90735.976562 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -90735.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90749.320312 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -90749.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90761.453125 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -90761.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90767.328125 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -90767.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90768.382812 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -90768.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90768.382812 Penalty: 3261.237549
	Iteration 8F: 3 clusters Score -90768.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -870669.625000 Penalty: 2174.027100
	Iteration 0F: 2 clusters Score -870669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -865261.875000 Penalty: 4348.054199
	Iteration 0F: 3 clusters Score -865261.9 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -866640.625000 Penalty: 4348.054199
	Iteration 1F: 3 clusters Score -866640.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -866870.875000 Penalty: 4348.054199
	Iteration 2F: 3 clusters Score -866870.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -867007.500000 Penalty: 4348.054199
	Iteration 3Q: 3 clusters Score -867007.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -867087.437500 Penalty: 4348.054199
	Iteration 4Q: 3 clusters Score -867087.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -867142.500000 Penalty: 4348.054199
	Iteration 5Q: 3 clusters Score -867142.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -867178.000000 Penalty: 4348.054199
	Iteration 6Q: 3 clusters Score -867178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -867205.625000 Penalty: 4348.054199
	Iteration 7Q: 3 clusters Score -867205.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -867239.562500 Penalty: 4348.054199
	Iteration 8Q: 3 clusters Score -867239.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -867278.687500 Penalty: 4348.054199
	Iteration 9Q: 3 clusters Score -867278.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -867320.000000 Penalty: 4348.054199
	Iteration 10Q: 3 clusters Score -867320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -867354.500000 Penalty: 4348.054199
	Iteration 11Q: 3 clusters Score -867354.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -867376.687500 Penalty: 4348.054199
	Iteration 12Q: 3 clusters Score -867376.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -867398.562500 Penalty: 4348.054199
	Iteration 13Q: 3 clusters Score -867398.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -867417.250000 Penalty: 4348.054199
	Iteration 14Q: 3 clusters Score -867417.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -867434.437500 Penalty: 4348.054199
	Iteration 15Q: 3 clusters Score -867434.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -867447.937500 Penalty: 4348.054199
	Iteration 16Q: 3 clusters Score -867447.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -867477.500000 Penalty: 4348.054199
	Iteration 17Q: 3 clusters Score -867477.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -867504.312500 Penalty: 4348.054199
	Iteration 18Q: 3 clusters Score -867504.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -867537.125000 Penalty: 4348.054199
	Iteration 19Q: 3 clusters Score -867537.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -867570.125000 Penalty: 4348.054199
	Iteration 20F: 3 clusters Score -867570.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -867598.625000 Penalty: 4348.054199
	Iteration 21Q: 3 clusters Score -867598.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -867633.500000 Penalty: 4348.054199
	Iteration 22Q: 3 clusters Score -867633.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -867666.562500 Penalty: 4348.054199
	Iteration 23Q: 3 clusters Score -867666.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -867705.250000 Penalty: 4348.054199
	Iteration 24Q: 3 clusters Score -867705.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -867765.875000 Penalty: 4348.054199
	Iteration 25Q: 3 clusters Score -867765.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -867838.250000 Penalty: 4348.054199
	Iteration 26Q: 3 clusters Score -867838.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -867904.000000 Penalty: 4348.054199
	Iteration 27Q: 3 clusters Score -867904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -867970.437500 Penalty: 4348.054199
	Iteration 28Q: 3 clusters Score -867970.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -868046.562500 Penalty: 4348.054199
	Iteration 29Q: 3 clusters Score -868046.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -868150.000000 Penalty: 4348.054199
	Iteration 30Q: 3 clusters Score -868150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -868234.437500 Penalty: 4348.054199
	Iteration 31Q: 3 clusters Score -868234.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -868309.062500 Penalty: 4348.054199
	Iteration 32Q: 3 clusters Score -868309.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -868373.000000 Penalty: 4348.054199
	Iteration 33Q: 3 clusters Score -868373 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -868442.687500 Penalty: 4348.054199
	Iteration 34Q: 3 clusters Score -868442.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -868493.812500 Penalty: 4348.054199
	Iteration 35Q: 3 clusters Score -868493.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -868538.875000 Penalty: 4348.054199
	Iteration 36Q: 3 clusters Score -868538.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -868572.625000 Penalty: 4348.054199
	Iteration 37Q: 3 clusters Score -868572.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -868607.312500 Penalty: 4348.054199
	Iteration 38Q: 3 clusters Score -868607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -868625.812500 Penalty: 4348.054199
	Iteration 39Q: 3 clusters Score -868625.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -868650.062500 Penalty: 4348.054199
	Iteration 40F: 3 clusters Score -868650.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -868673.687500 Penalty: 4348.054199
	Iteration 41Q: 3 clusters Score -868673.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -868685.187500 Penalty: 4348.054199
	Iteration 42Q: 3 clusters Score -868685.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -868700.687500 Penalty: 4348.054199
	Iteration 43Q: 3 clusters Score -868700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -868708.750000 Penalty: 4348.054199
	Iteration 44Q: 3 clusters Score -868708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -868713.187500 Penalty: 4348.054199
	Iteration 45Q: 3 clusters Score -868713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -868714.250000 Penalty: 4348.054199
	Iteration 46Q: 3 clusters Score -868714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -868716.375000 Penalty: 4348.054199
	Iteration 47Q: 3 clusters Score -868716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -868718.125000 Penalty: 4348.054199
	Iteration 48Q: 3 clusters Score -868718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -868720.375000 Penalty: 4348.054199
	Iteration 49Q: 3 clusters Score -868720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -868726.062500 Penalty: 4348.054199
	Iteration 50Q: 3 clusters Score -868726.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -868726.750000 Penalty: 4348.054199
	Iteration 51Q: 3 clusters Score -868726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -868726.875000 Penalty: 4348.054199
	Iteration 52Q: 3 clusters Score -868726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -868730.500000 Penalty: 4348.054199
	Iteration 53Q: 3 clusters Score -868730.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -868733.812500 Penalty: 4348.054199
	Iteration 54Q: 3 clusters Score -868733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -868737.500000 Penalty: 4348.054199
	Iteration 55Q: 3 clusters Score -868737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -868742.000000 Penalty: 4348.054199
	Iteration 56Q: 3 clusters Score -868742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -868746.187500 Penalty: 4348.054199
	Iteration 57Q: 3 clusters Score -868746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -868748.875000 Penalty: 4348.054199
	Iteration 58Q: 3 clusters Score -868748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -868751.062500 Penalty: 4348.054199
	Iteration 59Q: 3 clusters Score -868751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -868751.625000 Penalty: 4348.054199
	Iteration 60F: 3 clusters Score -868751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -868752.937500 Penalty: 4348.054199
	Iteration 61Q: 3 clusters Score -868752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -868753.437500 Penalty: 4348.054199
	Iteration 62Q: 3 clusters Score -868753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -868755.500000 Penalty: 4348.054199
	Iteration 63Q: 3 clusters Score -868755.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -868756.937500 Penalty: 4348.054199
	Iteration 64Q: 3 clusters Score -868756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -868759.312500 Penalty: 4348.054199
	Iteration 65Q: 3 clusters Score -868759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -868763.937500 Penalty: 4348.054199
	Iteration 66Q: 3 clusters Score -868763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -868769.875000 Penalty: 4348.054199
	Iteration 67Q: 3 clusters Score -868769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -868772.250000 Penalty: 4348.054199
	Iteration 68Q: 3 clusters Score -868772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -868775.562500 Penalty: 4348.054199
	Iteration 69Q: 3 clusters Score -868775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -868778.687500 Penalty: 4348.054199
	Iteration 70Q: 3 clusters Score -868778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -868777.812500 Penalty: 4348.054199
	Iteration 71Q: 3 clusters Score -868777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -868777.812500 Penalty: 4348.054199
	Iteration 72F: 3 clusters Score -868777.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Entering Unmasked Estep 
Score: -1389783.625000 Penalty: 2298.638428
	Iteration 0F: 2 clusters Score -1389784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1381744.125000 Penalty: 4597.276855
	Iteration 0F: 3 clusters Score -1381744 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1384116.375000 Penalty: 4597.276855
	Iteration 1F: 3 clusters Score -1384116 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1384371.250000 Penalty: 4597.276855
	Iteration 2F: 3 clusters Score -1384371 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1384526.125000 Penalty: 4597.276855
	Iteration 3Q: 3 clusters Score -1384526 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1384648.375000 Penalty: 4597.276855
	Iteration 4Q: 3 clusters Score -1384648 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1384746.375000 Penalty: 4597.276855
	Iteration 5Q: 3 clusters Score -1384746 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1384840.625000 Penalty: 4597.276855
	Iteration 6Q: 3 clusters Score -1384841 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1384941.250000 Penalty: 4597.276855
	Iteration 7Q: 3 clusters Score -1384941 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1385054.625000 Penalty: 4597.276855
	Iteration 8Q: 3 clusters Score -1385055 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1385171.375000 Penalty: 4597.276855
	Iteration 9Q: 3 clusters Score -1385171 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1385320.250000 Penalty: 4597.276855
	Iteration 10Q: 3 clusters Score -1385320 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1385489.625000 Penalty: 4597.276855
	Iteration 11Q: 3 clusters Score -1385490 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1385714.500000 Penalty: 4597.276855
	Iteration 12Q: 3 clusters Score -1385714 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1385992.250000 Penalty: 4597.276855
	Iteration 13Q: 3 clusters Score -1385992 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1386325.000000 Penalty: 4597.276855
	Iteration 14Q: 3 clusters Score -1386325 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1386648.000000 Penalty: 4597.276855
	Iteration 15Q: 3 clusters Score -1386648 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1386949.250000 Penalty: 4597.276855
	Iteration 16Q: 3 clusters Score -1386949 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1387191.875000 Penalty: 4597.276855
	Iteration 17Q: 3 clusters Score -1387192 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1387373.625000 Penalty: 4597.276855
	Iteration 18Q: 3 clusters Score -1387374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1387485.000000 Penalty: 4597.276855
	Iteration 19Q: 3 clusters Score -1387485 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1387570.250000 Penalty: 4597.276855
	Iteration 20F: 3 clusters Score -1387570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1387626.875000 Penalty: 4597.276855
	Iteration 21Q: 3 clusters Score -1387627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1387676.125000 Penalty: 4597.276855
	Iteration 22Q: 3 clusters Score -1387676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1387704.250000 Penalty: 4597.276855
	Iteration 23Q: 3 clusters Score -1387704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1387728.250000 Penalty: 4597.276855
	Iteration 24Q: 3 clusters Score -1387728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1387746.375000 Penalty: 4597.276855
	Iteration 25Q: 3 clusters Score -1387746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1387759.375000 Penalty: 4597.276855
	Iteration 26Q: 3 clusters Score -1387759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1387772.375000 Penalty: 4597.276855
	Iteration 27Q: 3 clusters Score -1387772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1387779.625000 Penalty: 4597.276855
	Iteration 28Q: 3 clusters Score -1387780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1387789.875000 Penalty: 4597.276855
	Iteration 29Q: 3 clusters Score -1387790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1387801.375000 Penalty: 4597.276855
	Iteration 30Q: 3 clusters Score -1387801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1387806.250000 Penalty: 4597.276855
	Iteration 31Q: 3 clusters Score -1387806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1387809.125000 Penalty: 4597.276855
	Iteration 32Q: 3 clusters Score -1387809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1387811.125000 Penalty: 4597.276855
	Iteration 33Q: 3 clusters Score -1387811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1387811.625000 Penalty: 4597.276855
	Iteration 34Q: 3 clusters Score -1387812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1387817.625000 Penalty: 4597.276855
	Iteration 35Q: 3 clusters Score -1387818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1387817.625000 Penalty: 4597.276855
	Iteration 36F: 3 clusters Score -1387818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Entering Unmasked Estep 
Score: -5864264.000000 Penalty: 2669.595459
	Iteration 0F: 2 clusters Score -5864264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5832540.000000 Penalty: 5339.190918
	Iteration 0F: 3 clusters Score -5832540 nChanged 21675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5844662.500000 Penalty: 5339.190918
	Iteration 1F: 3 clusters Score -5844662 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5845369.500000 Penalty: 5339.190918
	Iteration 2Q: 3 clusters Score -5845370 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -5846014.500000 Penalty: 5339.190918
	Iteration 3Q: 3 clusters Score -5846014 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -5846796.000000 Penalty: 5339.190918
	Iteration 4Q: 3 clusters Score -5846796 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5847660.500000 Penalty: 5339.190918
	Iteration 5Q: 3 clusters Score -5847660 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -5848651.000000 Penalty: 5339.190918
	Iteration 6Q: 3 clusters Score -5848651 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -5849775.000000 Penalty: 5339.190918
	Iteration 7Q: 3 clusters Score -5849775 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -5850833.500000 Penalty: 5339.190918
	Iteration 8Q: 3 clusters Score -5850834 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5852009.500000 Penalty: 5339.190918
	Iteration 9Q: 3 clusters Score -5852010 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -5853021.000000 Penalty: 5339.190918
	Iteration 10Q: 3 clusters Score -5853021 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -5853914.500000 Penalty: 5339.190918
	Iteration 11Q: 3 clusters Score -5853914 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -5854689.500000 Penalty: 5339.190918
	Iteration 12Q: 3 clusters Score -5854690 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -5855322.000000 Penalty: 5339.190918
	Iteration 13Q: 3 clusters Score -5855322 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -5855830.500000 Penalty: 5339.190918
	Iteration 14Q: 3 clusters Score -5855830 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -5856272.000000 Penalty: 5339.190918
	Iteration 15Q: 3 clusters Score -5856272 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -5856681.500000 Penalty: 5339.190918
	Iteration 16Q: 3 clusters Score -5856682 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -5857031.500000 Penalty: 5339.190918
	Iteration 17Q: 3 clusters Score -5857032 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -5857385.500000 Penalty: 5339.190918
	Iteration 18Q: 3 clusters Score -5857386 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -5857735.500000 Penalty: 5339.190918
	Iteration 19Q: 3 clusters Score -5857736 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -5858111.500000 Penalty: 5339.190918
	Iteration 20F: 3 clusters Score -5858112 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -5858489.500000 Penalty: 5339.190918
	Iteration 21Q: 3 clusters Score -5858490 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -5858937.500000 Penalty: 5339.190918
	Iteration 22Q: 3 clusters Score -5858938 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5859353.500000 Penalty: 5339.190918
	Iteration 23Q: 3 clusters Score -5859354 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5859780.500000 Penalty: 5339.190918
	Iteration 24Q: 3 clusters Score -5859780 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5860151.000000 Penalty: 5339.190918
	Iteration 25Q: 3 clusters Score -5860151 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -5860558.000000 Penalty: 5339.190918
	Iteration 26Q: 3 clusters Score -5860558 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -5860900.500000 Penalty: 5339.190918
	Iteration 27Q: 3 clusters Score -5860900 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5861174.000000 Penalty: 5339.190918
	Iteration 28Q: 3 clusters Score -5861174 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -5861413.500000 Penalty: 5339.190918
	Iteration 29Q: 3 clusters Score -5861414 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -5861588.000000 Penalty: 5339.190918
	Iteration 30Q: 3 clusters Score -5861588 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -5861759.500000 Penalty: 5339.190918
	Iteration 31Q: 3 clusters Score -5861760 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -5861886.500000 Penalty: 5339.190918
	Iteration 32Q: 3 clusters Score -5861886 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -5861993.000000 Penalty: 5339.190918
	Iteration 33Q: 3 clusters Score -5861993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -5862064.500000 Penalty: 5339.190918
	Iteration 34Q: 3 clusters Score -5862064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5862117.500000 Penalty: 5339.190918
	Iteration 35Q: 3 clusters Score -5862118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5862158.000000 Penalty: 5339.190918
	Iteration 36Q: 3 clusters Score -5862158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -5862182.000000 Penalty: 5339.190918
	Iteration 37Q: 3 clusters Score -5862182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5862197.000000 Penalty: 5339.190918
	Iteration 38Q: 3 clusters Score -5862197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -5862216.000000 Penalty: 5339.190918
	Iteration 39Q: 3 clusters Score -5862216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -5862226.500000 Penalty: 5339.190918
	Iteration 40F: 3 clusters Score -5862226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -5862245.500000 Penalty: 5339.190918
	Iteration 41Q: 3 clusters Score -5862246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -5862246.500000 Penalty: 5339.190918
	Iteration 42Q: 3 clusters Score -5862246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -5862254.000000 Penalty: 5339.190918
	Iteration 43Q: 3 clusters Score -5862254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -5862255.000000 Penalty: 5339.190918
	Iteration 44Q: 3 clusters Score -5862255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -5862258.000000 Penalty: 5339.190918
	Iteration 45Q: 3 clusters Score -5862258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -5862254.500000 Penalty: 5339.190918
	Iteration 46Q: 3 clusters Score -5862254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -5862257.500000 Penalty: 5339.190918
	Iteration 47Q: 3 clusters Score -5862258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -5862254.000000 Penalty: 5339.190918
	Iteration 48Q: 3 clusters Score -5862254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -5862254.500000 Penalty: 5339.190918
	Iteration 49Q: 3 clusters Score -5862254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -5862257.000000 Penalty: 5339.190918
	Iteration 50Q: 3 clusters Score -5862257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5862261.000000 Penalty: 5339.190918
	Iteration 51Q: 3 clusters Score -5862261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5862261.000000 Penalty: 5339.190918
	Iteration 52F: 3 clusters Score -5862261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Entering Unmasked Estep 
Score: -3995479.750000 Penalty: 2553.793701
	Iteration 0F: 2 clusters Score -3995480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3975072.000000 Penalty: 5107.587402
	Iteration 0F: 3 clusters Score -3975072 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3982296.000000 Penalty: 5107.587402
	Iteration 1F: 3 clusters Score -3982296 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3982699.750000 Penalty: 5107.587402
	Iteration 2Q: 3 clusters Score -3982700 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3983014.250000 Penalty: 5107.587402
	Iteration 3Q: 3 clusters Score -3983014 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3983255.250000 Penalty: 5107.587402
	Iteration 4Q: 3 clusters Score -3983255 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3983471.250000 Penalty: 5107.587402
	Iteration 5Q: 3 clusters Score -3983471 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3983623.000000 Penalty: 5107.587402
	Iteration 6Q: 3 clusters Score -3983623 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3983784.750000 Penalty: 5107.587402
	Iteration 7Q: 3 clusters Score -3983785 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3983915.000000 Penalty: 5107.587402
	Iteration 8Q: 3 clusters Score -3983915 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3984088.250000 Penalty: 5107.587402
	Iteration 9Q: 3 clusters Score -3984088 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3984266.500000 Penalty: 5107.587402
	Iteration 10Q: 3 clusters Score -3984266 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3984478.500000 Penalty: 5107.587402
	Iteration 11Q: 3 clusters Score -3984478 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3984764.500000 Penalty: 5107.587402
	Iteration 12Q: 3 clusters Score -3984764 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3985175.750000 Penalty: 5107.587402
	Iteration 13Q: 3 clusters Score -3985176 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3985752.750000 Penalty: 5107.587402
	Iteration 14Q: 3 clusters Score -3985753 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3986559.750000 Penalty: 5107.587402
	Iteration 15Q: 3 clusters Score -3986560 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3987620.000000 Penalty: 5107.587402
	Iteration 16F: 3 clusters Score -3987620 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3988838.000000 Penalty: 5107.587402
	Iteration 17F: 3 clusters Score -3988838 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3990037.250000 Penalty: 5107.587402
	Iteration 18Q: 3 clusters Score -3990037 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3991030.750000 Penalty: 5107.587402
	Iteration 19Q: 3 clusters Score -3991031 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3991651.000000 Penalty: 5107.587402
	Iteration 20F: 3 clusters Score -3991651 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3992044.500000 Penalty: 5107.587402
	Iteration 21Q: 3 clusters Score -3992044 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3992334.500000 Penalty: 5107.587402
	Iteration 22Q: 3 clusters Score -3992334 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3992529.750000 Penalty: 5107.587402
	Iteration 23Q: 3 clusters Score -3992530 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3992692.250000 Penalty: 5107.587402
	Iteration 24Q: 3 clusters Score -3992692 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3992821.750000 Penalty: 5107.587402
	Iteration 25Q: 3 clusters Score -3992822 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3992904.000000 Penalty: 5107.587402
	Iteration 26Q: 3 clusters Score -3992904 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3992947.250000 Penalty: 5107.587402
	Iteration 27Q: 3 clusters Score -3992947 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3992997.750000 Penalty: 5107.587402
	Iteration 28Q: 3 clusters Score -3992998 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3993037.500000 Penalty: 5107.587402
	Iteration 29Q: 3 clusters Score -3993038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3993074.250000 Penalty: 5107.587402
	Iteration 30Q: 3 clusters Score -3993074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3993100.500000 Penalty: 5107.587402
	Iteration 31Q: 3 clusters Score -3993100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3993123.000000 Penalty: 5107.587402
	Iteration 32Q: 3 clusters Score -3993123 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3993135.500000 Penalty: 5107.587402
	Iteration 33Q: 3 clusters Score -3993136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3993146.000000 Penalty: 5107.587402
	Iteration 34Q: 3 clusters Score -3993146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3993152.750000 Penalty: 5107.587402
	Iteration 35Q: 3 clusters Score -3993153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3993170.250000 Penalty: 5107.587402
	Iteration 36Q: 3 clusters Score -3993170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3993168.750000 Penalty: 5107.587402
	Iteration 37Q: 3 clusters Score -3993169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3993174.500000 Penalty: 5107.587402
	Iteration 38Q: 3 clusters Score -3993174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3993176.000000 Penalty: 5107.587402
	Iteration 39Q: 3 clusters Score -3993176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3993181.250000 Penalty: 5107.587402
	Iteration 40F: 3 clusters Score -3993181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3993181.000000 Penalty: 5107.587402
	Iteration 41Q: 3 clusters Score -3993181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3993179.000000 Penalty: 5107.587402
	Iteration 42Q: 3 clusters Score -3993179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3993184.500000 Penalty: 5107.587402
	Iteration 43Q: 3 clusters Score -3993184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3993184.250000 Penalty: 5107.587402
	Iteration 44Q: 3 clusters Score -3993184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3993196.250000 Penalty: 5107.587402
	Iteration 45Q: 3 clusters Score -3993196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3993199.250000 Penalty: 5107.587402
	Iteration 46Q: 3 clusters Score -3993199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3993200.250000 Penalty: 5107.587402
	Iteration 47Q: 3 clusters Score -3993200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3993209.500000 Penalty: 5107.587402
	Iteration 48Q: 3 clusters Score -3993210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3993214.750000 Penalty: 5107.587402
	Iteration 49Q: 3 clusters Score -3993215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3993228.500000 Penalty: 5107.587402
	Iteration 50Q: 3 clusters Score -3993228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3993234.750000 Penalty: 5107.587402
	Iteration 51Q: 3 clusters Score -3993235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3993243.250000 Penalty: 5107.587402
	Iteration 52Q: 3 clusters Score -3993243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3993245.000000 Penalty: 5107.587402
	Iteration 53Q: 3 clusters Score -3993245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3993243.000000 Penalty: 5107.587402
	Iteration 54Q: 3 clusters Score -3993243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3993245.500000 Penalty: 5107.587402
	Iteration 55Q: 3 clusters Score -3993246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3993243.000000 Penalty: 5107.587402
	Iteration 56Q: 3 clusters Score -3993243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3993242.000000 Penalty: 5107.587402
	Iteration 57Q: 3 clusters Score -3993242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3993234.250000 Penalty: 5107.587402
	Iteration 58Q: 3 clusters Score -3993234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3993244.500000 Penalty: 5107.587402
	Iteration 59Q: 3 clusters Score -3993244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3993240.750000 Penalty: 5107.587402
	Iteration 60F: 3 clusters Score -3993241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3993249.500000 Penalty: 5107.587402
	Iteration 61Q: 3 clusters Score -3993250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3993245.250000 Penalty: 5107.587402
	Iteration 62Q: 3 clusters Score -3993245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3993246.250000 Penalty: 5107.587402
	Iteration 63Q: 3 clusters Score -3993246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3993249.000000 Penalty: 5107.587402
	Iteration 64Q: 3 clusters Score -3993249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3993248.000000 Penalty: 5107.587402
	Iteration 65Q: 3 clusters Score -3993248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3993250.250000 Penalty: 5107.587402
	Iteration 66Q: 3 clusters Score -3993250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3993260.750000 Penalty: 5107.587402
	Iteration 67Q: 3 clusters Score -3993261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3993256.500000 Penalty: 5107.587402
	Iteration 68Q: 3 clusters Score -3993256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3993250.000000 Penalty: 5107.587402
	Iteration 69Q: 3 clusters Score -3993250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3993269.750000 Penalty: 5107.587402
	Iteration 70Q: 3 clusters Score -3993270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3993264.000000 Penalty: 5107.587402
	Iteration 71Q: 3 clusters Score -3993264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3993263.750000 Penalty: 5107.587402
	Iteration 72Q: 3 clusters Score -3993264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3993270.000000 Penalty: 5107.587402
	Iteration 73Q: 3 clusters Score -3993270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3993274.500000 Penalty: 5107.587402
	Iteration 74Q: 3 clusters Score -3993274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3993276.500000 Penalty: 5107.587402
	Iteration 75Q: 3 clusters Score -3993276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3993275.250000 Penalty: 5107.587402
	Iteration 76Q: 3 clusters Score -3993275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3993267.500000 Penalty: 5107.587402
	Iteration 77Q: 3 clusters Score -3993268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3993268.000000 Penalty: 5107.587402
	Iteration 78Q: 3 clusters Score -3993268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3993266.250000 Penalty: 5107.587402
	Iteration 79Q: 3 clusters Score -3993266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3993270.000000 Penalty: 5107.587402
	Iteration 80F: 3 clusters Score -3993270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3993269.500000 Penalty: 5107.587402
	Iteration 81Q: 3 clusters Score -3993270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3993272.000000 Penalty: 5107.587402
	Iteration 82Q: 3 clusters Score -3993272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3993272.000000 Penalty: 5107.587402
	Iteration 83F: 3 clusters Score -3993272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Entering Unmasked Estep 
Score: -7286314.500000 Penalty: 2705.041016
	Iteration 0F: 2 clusters Score -7286314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -7249450.500000 Penalty: 5410.082031
	Iteration 0F: 3 clusters Score -7249450 nChanged 25373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -7263887.000000 Penalty: 5410.082031
	Iteration 1F: 3 clusters Score -7263887 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -7264780.000000 Penalty: 5410.082031
	Iteration 2Q: 3 clusters Score -7264780 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -7265768.000000 Penalty: 5410.082031
	Iteration 3Q: 3 clusters Score -7265768 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -7266993.500000 Penalty: 5410.082031
	Iteration 4Q: 3 clusters Score -7266994 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -7268525.500000 Penalty: 5410.082031
	Iteration 5Q: 3 clusters Score -7268526 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -7270433.500000 Penalty: 5410.082031
	Iteration 6F: 3 clusters Score -7270434 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -7272420.000000 Penalty: 5410.082031
	Iteration 7F: 3 clusters Score -7272420 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -7274221.500000 Penalty: 5410.082031
	Iteration 8F: 3 clusters Score -7274222 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7275639.000000 Penalty: 5410.082031
	Iteration 9Q: 3 clusters Score -7275639 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7276671.000000 Penalty: 5410.082031
	Iteration 10Q: 3 clusters Score -7276671 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -7277426.000000 Penalty: 5410.082031
	Iteration 11Q: 3 clusters Score -7277426 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -7278102.000000 Penalty: 5410.082031
	Iteration 12Q: 3 clusters Score -7278102 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -7278644.500000 Penalty: 5410.082031
	Iteration 13Q: 3 clusters Score -7278644 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -7279152.500000 Penalty: 5410.082031
	Iteration 14Q: 3 clusters Score -7279152 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -7279678.000000 Penalty: 5410.082031
	Iteration 15Q: 3 clusters Score -7279678 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -7280190.000000 Penalty: 5410.082031
	Iteration 16Q: 3 clusters Score -7280190 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -7280757.000000 Penalty: 5410.082031
	Iteration 17Q: 3 clusters Score -7280757 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -7281344.000000 Penalty: 5410.082031
	Iteration 18Q: 3 clusters Score -7281344 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -7281864.000000 Penalty: 5410.082031
	Iteration 19Q: 3 clusters Score -7281864 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -7282281.500000 Penalty: 5410.082031
	Iteration 20F: 3 clusters Score -7282282 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -7282661.000000 Penalty: 5410.082031
	Iteration 21Q: 3 clusters Score -7282661 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -7282960.000000 Penalty: 5410.082031
	Iteration 22Q: 3 clusters Score -7282960 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -7283205.000000 Penalty: 5410.082031
	Iteration 23Q: 3 clusters Score -7283205 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -7283383.500000 Penalty: 5410.082031
	Iteration 24Q: 3 clusters Score -7283384 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -7283521.500000 Penalty: 5410.082031
	Iteration 25Q: 3 clusters Score -7283522 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7283631.000000 Penalty: 5410.082031
	Iteration 26Q: 3 clusters Score -7283631 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -7283690.500000 Penalty: 5410.082031
	Iteration 27Q: 3 clusters Score -7283690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -7283744.000000 Penalty: 5410.082031
	Iteration 28Q: 3 clusters Score -7283744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -7283793.000000 Penalty: 5410.082031
	Iteration 29Q: 3 clusters Score -7283793 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -7283839.000000 Penalty: 5410.082031
	Iteration 30Q: 3 clusters Score -7283839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -7283873.500000 Penalty: 5410.082031
	Iteration 31Q: 3 clusters Score -7283874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -7283905.500000 Penalty: 5410.082031
	Iteration 32Q: 3 clusters Score -7283906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -7283924.000000 Penalty: 5410.082031
	Iteration 33Q: 3 clusters Score -7283924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -7283932.500000 Penalty: 5410.082031
	Iteration 34Q: 3 clusters Score -7283932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -7283956.000000 Penalty: 5410.082031
	Iteration 35Q: 3 clusters Score -7283956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -7283959.000000 Penalty: 5410.082031
	Iteration 36Q: 3 clusters Score -7283959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -7283977.500000 Penalty: 5410.082031
	Iteration 37Q: 3 clusters Score -7283978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -7283988.500000 Penalty: 5410.082031
	Iteration 38Q: 3 clusters Score -7283988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -7283987.500000 Penalty: 5410.082031
	Iteration 39Q: 3 clusters Score -7283988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -7283996.000000 Penalty: 5410.082031
	Iteration 40F: 3 clusters Score -7283996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -7284005.000000 Penalty: 5410.082031
	Iteration 41Q: 3 clusters Score -7284005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -7284008.000000 Penalty: 5410.082031
	Iteration 42Q: 3 clusters Score -7284008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -7284009.000000 Penalty: 5410.082031
	Iteration 43Q: 3 clusters Score -7284009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -7284021.500000 Penalty: 5410.082031
	Iteration 44Q: 3 clusters Score -7284022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -7284020.000000 Penalty: 5410.082031
	Iteration 45Q: 3 clusters Score -7284020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -7284022.000000 Penalty: 5410.082031
	Iteration 46Q: 3 clusters Score -7284022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -7284027.500000 Penalty: 5410.082031
	Iteration 47Q: 3 clusters Score -7284028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -7284035.500000 Penalty: 5410.082031
	Iteration 48Q: 3 clusters Score -7284036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -7284041.000000 Penalty: 5410.082031
	Iteration 49Q: 3 clusters Score -7284041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -7284041.000000 Penalty: 5410.082031
	Iteration 50F: 3 clusters Score -7284041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26907.894531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -26907.89 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 149 members 
Entering Unmasked Estep 
Score: -25725.707031 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -25725.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25825.396484 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -25825.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25856.943359 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -25856.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25897.015625 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -25897.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25934.203125 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -25934.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25984.917969 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -25984.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26002.126953 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -26002.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26004.414062 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -26004.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26006.769531 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -26006.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -26013.609375 Penalty: 2805.372070
	Iteration 9Q: 3 clusters Score -26013.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26019.029297 Penalty: 2805.372070
	Iteration 10Q: 3 clusters Score -26019.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26025.783203 Penalty: 2805.372070
	Iteration 11Q: 3 clusters Score -26025.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26030.363281 Penalty: 2805.372070
	Iteration 12Q: 3 clusters Score -26030.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26030.363281 Penalty: 2805.372070
	Iteration 13F: 3 clusters Score -26030.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (160207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Entering Unmasked Estep 
Score: -21298866.000000 Penalty: 2972.087158
	Iteration 0F: 2 clusters Score -2.129887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -21192072.000000 Penalty: 5944.174316
	Iteration 0F: 3 clusters Score -2.119207e+07 nChanged 76724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -21236528.000000 Penalty: 5944.174316
	Iteration 1F: 3 clusters Score -2.123653e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81707 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -21237862.000000 Penalty: 5944.174316
	Iteration 2Q: 3 clusters Score -2.123786e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -21239388.000000 Penalty: 5944.174316
	Iteration 3Q: 3 clusters Score -2.123939e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -21241616.000000 Penalty: 5944.174316
	Iteration 4Q: 3 clusters Score -2.124162e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -21245042.000000 Penalty: 5944.174316
	Iteration 5Q: 3 clusters Score -2.124504e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -21250014.000000 Penalty: 5944.174316
	Iteration 6F: 3 clusters Score -2.125001e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -21255988.000000 Penalty: 5944.174316
	Iteration 7F: 3 clusters Score -2.125599e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -21262474.000000 Penalty: 5944.174316
	Iteration 8F: 3 clusters Score -2.126247e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -21268370.000000 Penalty: 5944.174316
	Iteration 9F: 3 clusters Score -2.126837e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -21272950.000000 Penalty: 5944.174316
	Iteration 10Q: 3 clusters Score -2.127295e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -21275692.000000 Penalty: 5944.174316
	Iteration 11Q: 3 clusters Score -2.127569e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -21277264.000000 Penalty: 5944.174316
	Iteration 12Q: 3 clusters Score -2.127726e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113091 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -21278106.000000 Penalty: 5944.174316
	Iteration 13Q: 3 clusters Score -2.127811e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -21278926.000000 Penalty: 5944.174316
	Iteration 14Q: 3 clusters Score -2.127893e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -21279528.000000 Penalty: 5944.174316
	Iteration 15Q: 3 clusters Score -2.127953e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119993 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -21280418.000000 Penalty: 5944.174316
	Iteration 16Q: 3 clusters Score -2.128042e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122384 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -21281168.000000 Penalty: 5944.174316
	Iteration 17Q: 3 clusters Score -2.128117e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -21281792.000000 Penalty: 5944.174316
	Iteration 18Q: 3 clusters Score -2.128179e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127263 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -21282574.000000 Penalty: 5944.174316
	Iteration 19Q: 3 clusters Score -2.128257e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -21283440.000000 Penalty: 5944.174316
	Iteration 20F: 3 clusters Score -2.128344e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132206 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -21284264.000000 Penalty: 5944.174316
	Iteration 21Q: 3 clusters Score -2.128426e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -21285172.000000 Penalty: 5944.174316
	Iteration 22Q: 3 clusters Score -2.128517e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137066 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -21286014.000000 Penalty: 5944.174316
	Iteration 23Q: 3 clusters Score -2.128601e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139524 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -21286932.000000 Penalty: 5944.174316
	Iteration 24Q: 3 clusters Score -2.128693e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141977 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -21287854.000000 Penalty: 5944.174316
	Iteration 25Q: 3 clusters Score -2.128785e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144327 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -21288884.000000 Penalty: 5944.174316
	Iteration 26Q: 3 clusters Score -2.128888e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146592 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -21290026.000000 Penalty: 5944.174316
	Iteration 27Q: 3 clusters Score -2.129003e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148679 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -21291094.000000 Penalty: 5944.174316
	Iteration 28Q: 3 clusters Score -2.129109e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150573 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -21292156.000000 Penalty: 5944.174316
	Iteration 29Q: 3 clusters Score -2.129216e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152181 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -21292966.000000 Penalty: 5944.174316
	Iteration 30Q: 3 clusters Score -2.129297e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153624 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -21293750.000000 Penalty: 5944.174316
	Iteration 31Q: 3 clusters Score -2.129375e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -21294292.000000 Penalty: 5944.174316
	Iteration 32Q: 3 clusters Score -2.129429e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155726 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -21294722.000000 Penalty: 5944.174316
	Iteration 33Q: 3 clusters Score -2.129472e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156464 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -21295146.000000 Penalty: 5944.174316
	Iteration 34Q: 3 clusters Score -2.129515e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157040 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -21295546.000000 Penalty: 5944.174316
	Iteration 35Q: 3 clusters Score -2.129555e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157473 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -21295746.000000 Penalty: 5944.174316
	Iteration 36Q: 3 clusters Score -2.129575e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -21295926.000000 Penalty: 5944.174316
	Iteration 37Q: 3 clusters Score -2.129593e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158065 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -21296022.000000 Penalty: 5944.174316
	Iteration 38Q: 3 clusters Score -2.129602e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158264 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21296108.000000 Penalty: 5944.174316
	Iteration 39Q: 3 clusters Score -2.129611e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -21296158.000000 Penalty: 5944.174316
	Iteration 40F: 3 clusters Score -2.129616e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158526 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -21296218.000000 Penalty: 5944.174316
	Iteration 41Q: 3 clusters Score -2.129622e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21296250.000000 Penalty: 5944.174316
	Iteration 42Q: 3 clusters Score -2.129625e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158716 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -21296312.000000 Penalty: 5944.174316
	Iteration 43Q: 3 clusters Score -2.129631e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158790 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21296372.000000 Penalty: 5944.174316
	Iteration 44Q: 3 clusters Score -2.129637e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -21296384.000000 Penalty: 5944.174316
	Iteration 45Q: 3 clusters Score -2.129638e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158902 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21296416.000000 Penalty: 5944.174316
	Iteration 46Q: 3 clusters Score -2.129642e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158945 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -21296436.000000 Penalty: 5944.174316
	Iteration 47Q: 3 clusters Score -2.129644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21296432.000000 Penalty: 5944.174316
	Iteration 48Q: 3 clusters Score -2.129643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158998 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21296450.000000 Penalty: 5944.174316
	Iteration 49Q: 3 clusters Score -2.129645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21296446.000000 Penalty: 5944.174316
	Iteration 50Q: 3 clusters Score -2.129645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159039 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -21296458.000000 Penalty: 5944.174316
	Iteration 51Q: 3 clusters Score -2.129646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159051 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21296444.000000 Penalty: 5944.174316
	Iteration 52Q: 3 clusters Score -2.129644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159059 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -21296438.000000 Penalty: 5944.174316
	Iteration 53Q: 3 clusters Score -2.129644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159069 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -21296434.000000 Penalty: 5944.174316
	Iteration 54Q: 3 clusters Score -2.129643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159074 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21296426.000000 Penalty: 5944.174316
	Iteration 55Q: 3 clusters Score -2.129643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159081 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21296438.000000 Penalty: 5944.174316
	Iteration 56Q: 3 clusters Score -2.129644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159086 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21296434.000000 Penalty: 5944.174316
	Iteration 57Q: 3 clusters Score -2.129643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21296438.000000 Penalty: 5944.174316
	Iteration 58Q: 3 clusters Score -2.129644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159095 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21296432.000000 Penalty: 5944.174316
	Iteration 59Q: 3 clusters Score -2.129643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159097 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21296450.000000 Penalty: 5944.174316
	Iteration 60F: 3 clusters Score -2.129645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159100 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21296442.000000 Penalty: 5944.174316
	Iteration 61Q: 3 clusters Score -2.129644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21296438.000000 Penalty: 5944.174316
	Iteration 62Q: 3 clusters Score -2.129644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159101 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21296444.000000 Penalty: 5944.174316
	Iteration 63Q: 3 clusters Score -2.129644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159100 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21296434.000000 Penalty: 5944.174316
	Iteration 64Q: 3 clusters Score -2.129643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159101 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21296450.000000 Penalty: 5944.174316
	Iteration 65Q: 3 clusters Score -2.129645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159103 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21296446.000000 Penalty: 5944.174316
	Iteration 66Q: 3 clusters Score -2.129645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159104 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -21296440.000000 Penalty: 5944.174316
	Iteration 67Q: 3 clusters Score -2.129644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159104 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -21296440.000000 Penalty: 5944.174316
	Iteration 68F: 3 clusters Score -2.129644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Entering Unmasked Estep 
Score: -2686119.250000 Penalty: 2455.307373
	Iteration 0F: 2 clusters Score -2686119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2672117.500000 Penalty: 4910.614746
	Iteration 0F: 3 clusters Score -2672118 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2677240.500000 Penalty: 4910.614746
	Iteration 1F: 3 clusters Score -2677240 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2678158.750000 Penalty: 4910.614746
	Iteration 2F: 3 clusters Score -2678159 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2679004.250000 Penalty: 4910.614746
	Iteration 3F: 3 clusters Score -2679004 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2679969.750000 Penalty: 4910.614746
	Iteration 4F: 3 clusters Score -2679970 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2680982.250000 Penalty: 4910.614746
	Iteration 5F: 3 clusters Score -2680982 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2681970.000000 Penalty: 4910.614746
	Iteration 6F: 3 clusters Score -2681970 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2682869.500000 Penalty: 4910.614746
	Iteration 7F: 3 clusters Score -2682870 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2683562.750000 Penalty: 4910.614746
	Iteration 8Q: 3 clusters Score -2683563 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2684099.250000 Penalty: 4910.614746
	Iteration 9Q: 3 clusters Score -2684099 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2684470.250000 Penalty: 4910.614746
	Iteration 10Q: 3 clusters Score -2684470 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2684747.250000 Penalty: 4910.614746
	Iteration 11Q: 3 clusters Score -2684747 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2684947.250000 Penalty: 4910.614746
	Iteration 12Q: 3 clusters Score -2684947 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2685101.000000 Penalty: 4910.614746
	Iteration 13Q: 3 clusters Score -2685101 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2685187.000000 Penalty: 4910.614746
	Iteration 14Q: 3 clusters Score -2685187 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2685272.500000 Penalty: 4910.614746
	Iteration 15Q: 3 clusters Score -2685272 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2685330.000000 Penalty: 4910.614746
	Iteration 16Q: 3 clusters Score -2685330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2685380.250000 Penalty: 4910.614746
	Iteration 17Q: 3 clusters Score -2685380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2685406.250000 Penalty: 4910.614746
	Iteration 18Q: 3 clusters Score -2685406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2685422.000000 Penalty: 4910.614746
	Iteration 19Q: 3 clusters Score -2685422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2685428.500000 Penalty: 4910.614746
	Iteration 20F: 3 clusters Score -2685428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2685439.250000 Penalty: 4910.614746
	Iteration 21Q: 3 clusters Score -2685439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2685443.750000 Penalty: 4910.614746
	Iteration 22Q: 3 clusters Score -2685444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2685446.750000 Penalty: 4910.614746
	Iteration 23Q: 3 clusters Score -2685447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2685457.500000 Penalty: 4910.614746
	Iteration 24Q: 3 clusters Score -2685458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2685460.750000 Penalty: 4910.614746
	Iteration 25Q: 3 clusters Score -2685461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2685472.500000 Penalty: 4910.614746
	Iteration 26Q: 3 clusters Score -2685472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2685466.250000 Penalty: 4910.614746
	Iteration 27Q: 3 clusters Score -2685466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2685472.750000 Penalty: 4910.614746
	Iteration 28Q: 3 clusters Score -2685473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2685472.750000 Penalty: 4910.614746
	Iteration 29Q: 3 clusters Score -2685473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2685475.250000 Penalty: 4910.614746
	Iteration 30Q: 3 clusters Score -2685475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2685475.000000 Penalty: 4910.614746
	Iteration 31Q: 3 clusters Score -2685475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2685473.500000 Penalty: 4910.614746
	Iteration 32Q: 3 clusters Score -2685474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2685472.000000 Penalty: 4910.614746
	Iteration 33Q: 3 clusters Score -2685472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2685478.500000 Penalty: 4910.614746
	Iteration 34Q: 3 clusters Score -2685478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2685478.500000 Penalty: 4910.614746
	Iteration 35Q: 3 clusters Score -2685478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2685475.500000 Penalty: 4910.614746
	Iteration 36Q: 3 clusters Score -2685476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2685475.500000 Penalty: 4910.614746
	Iteration 37F: 3 clusters Score -2685476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Entering Unmasked Estep 
Score: -3828628.500000 Penalty: 2543.646973
	Iteration 0F: 2 clusters Score -3828628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3809083.500000 Penalty: 5087.293945
	Iteration 0F: 3 clusters Score -3809084 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3816102.250000 Penalty: 5087.293945
	Iteration 1F: 3 clusters Score -3816102 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3816769.000000 Penalty: 5087.293945
	Iteration 2F: 3 clusters Score -3816769 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3817582.000000 Penalty: 5087.293945
	Iteration 3F: 3 clusters Score -3817582 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3818673.750000 Penalty: 5087.293945
	Iteration 4F: 3 clusters Score -3818674 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3820073.500000 Penalty: 5087.293945
	Iteration 5F: 3 clusters Score -3820074 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3821727.500000 Penalty: 5087.293945
	Iteration 6F: 3 clusters Score -3821728 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3823536.250000 Penalty: 5087.293945
	Iteration 7F: 3 clusters Score -3823536 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3825145.750000 Penalty: 5087.293945
	Iteration 8F: 3 clusters Score -3825146 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3826311.500000 Penalty: 5087.293945
	Iteration 9Q: 3 clusters Score -3826312 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3827072.250000 Penalty: 5087.293945
	Iteration 10Q: 3 clusters Score -3827072 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3827543.250000 Penalty: 5087.293945
	Iteration 11Q: 3 clusters Score -3827543 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3827824.750000 Penalty: 5087.293945
	Iteration 12Q: 3 clusters Score -3827825 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3828017.000000 Penalty: 5087.293945
	Iteration 13Q: 3 clusters Score -3828017 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3828137.750000 Penalty: 5087.293945
	Iteration 14Q: 3 clusters Score -3828138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3828189.000000 Penalty: 5087.293945
	Iteration 15Q: 3 clusters Score -3828189 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3828227.250000 Penalty: 5087.293945
	Iteration 16Q: 3 clusters Score -3828227 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3828258.250000 Penalty: 5087.293945
	Iteration 17Q: 3 clusters Score -3828258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3828273.750000 Penalty: 5087.293945
	Iteration 18Q: 3 clusters Score -3828274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3828280.500000 Penalty: 5087.293945
	Iteration 19Q: 3 clusters Score -3828280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3828295.250000 Penalty: 5087.293945
	Iteration 20F: 3 clusters Score -3828295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3828302.000000 Penalty: 5087.293945
	Iteration 21Q: 3 clusters Score -3828302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3828309.500000 Penalty: 5087.293945
	Iteration 22Q: 3 clusters Score -3828310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3828311.750000 Penalty: 5087.293945
	Iteration 23Q: 3 clusters Score -3828312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3828313.750000 Penalty: 5087.293945
	Iteration 24Q: 3 clusters Score -3828314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3828311.250000 Penalty: 5087.293945
	Iteration 25Q: 3 clusters Score -3828311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3828314.500000 Penalty: 5087.293945
	Iteration 26Q: 3 clusters Score -3828314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3828315.000000 Penalty: 5087.293945
	Iteration 27Q: 3 clusters Score -3828315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3828315.500000 Penalty: 5087.293945
	Iteration 28Q: 3 clusters Score -3828316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3828315.500000 Penalty: 5087.293945
	Iteration 29F: 3 clusters Score -3828316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78927.460938 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78927.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77303.953125 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77303.95 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77699.179688 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77699.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77940.781250 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77940.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78130.023438 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78130.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78275.023438 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -78275.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78365.531250 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -78365.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78412.601562 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -78412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78432.492188 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -78432.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78447.835938 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -78447.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78471.773438 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -78471.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -78484.796875 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -78484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78490.851562 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -78490.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78493.625000 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -78493.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78496.453125 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -78496.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78496.453125 Penalty: 3272.184082
	Iteration 14F: 3 clusters Score -78496.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Entering Unmasked Estep 
Score: -1036799.687500 Penalty: 2235.371582
	Iteration 0F: 2 clusters Score -1036800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1030267.000000 Penalty: 4470.743164
	Iteration 0F: 3 clusters Score -1030267 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1031972.500000 Penalty: 4470.743164
	Iteration 1F: 3 clusters Score -1031972 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1032237.437500 Penalty: 4470.743164
	Iteration 2F: 3 clusters Score -1032237 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1032412.625000 Penalty: 4470.743164
	Iteration 3Q: 3 clusters Score -1032413 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1032565.875000 Penalty: 4470.743164
	Iteration 4Q: 3 clusters Score -1032566 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1032723.125000 Penalty: 4470.743164
	Iteration 5Q: 3 clusters Score -1032723 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1032912.312500 Penalty: 4470.743164
	Iteration 6Q: 3 clusters Score -1032912 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1033121.812500 Penalty: 4470.743164
	Iteration 7Q: 3 clusters Score -1033122 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1033349.500000 Penalty: 4470.743164
	Iteration 8Q: 3 clusters Score -1033350 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1033595.062500 Penalty: 4470.743164
	Iteration 9Q: 3 clusters Score -1033595 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1033858.187500 Penalty: 4470.743164
	Iteration 10Q: 3 clusters Score -1033858 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1034127.500000 Penalty: 4470.743164
	Iteration 11Q: 3 clusters Score -1034128 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1034397.687500 Penalty: 4470.743164
	Iteration 12Q: 3 clusters Score -1034398 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1034660.500000 Penalty: 4470.743164
	Iteration 13Q: 3 clusters Score -1034660 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1034949.750000 Penalty: 4470.743164
	Iteration 14Q: 3 clusters Score -1034950 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1035148.750000 Penalty: 4470.743164
	Iteration 15Q: 3 clusters Score -1035149 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1035277.125000 Penalty: 4470.743164
	Iteration 16Q: 3 clusters Score -1035277 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1035362.312500 Penalty: 4470.743164
	Iteration 17Q: 3 clusters Score -1035362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1035406.125000 Penalty: 4470.743164
	Iteration 18Q: 3 clusters Score -1035406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1035437.375000 Penalty: 4470.743164
	Iteration 19Q: 3 clusters Score -1035437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1035457.687500 Penalty: 4470.743164
	Iteration 20F: 3 clusters Score -1035458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1035465.750000 Penalty: 4470.743164
	Iteration 21Q: 3 clusters Score -1035466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1035473.250000 Penalty: 4470.743164
	Iteration 22Q: 3 clusters Score -1035473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1035477.937500 Penalty: 4470.743164
	Iteration 23Q: 3 clusters Score -1035478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1035484.750000 Penalty: 4470.743164
	Iteration 24Q: 3 clusters Score -1035485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1035485.250000 Penalty: 4470.743164
	Iteration 25Q: 3 clusters Score -1035485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1035487.000000 Penalty: 4470.743164
	Iteration 26Q: 3 clusters Score -1035487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1035489.625000 Penalty: 4470.743164
	Iteration 27Q: 3 clusters Score -1035490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1035491.750000 Penalty: 4470.743164
	Iteration 28Q: 3 clusters Score -1035492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1035489.750000 Penalty: 4470.743164
	Iteration 29Q: 3 clusters Score -1035490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1035490.625000 Penalty: 4470.743164
	Iteration 30Q: 3 clusters Score -1035491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1035493.437500 Penalty: 4470.743164
	Iteration 31Q: 3 clusters Score -1035493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1035493.875000 Penalty: 4470.743164
	Iteration 32Q: 3 clusters Score -1035494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1035494.000000 Penalty: 4470.743164
	Iteration 33Q: 3 clusters Score -1035494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1035494.437500 Penalty: 4470.743164
	Iteration 34Q: 3 clusters Score -1035494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1035495.500000 Penalty: 4470.743164
	Iteration 35Q: 3 clusters Score -1035496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1035497.250000 Penalty: 4470.743164
	Iteration 36Q: 3 clusters Score -1035497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1035497.750000 Penalty: 4470.743164
	Iteration 37Q: 3 clusters Score -1035498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1035497.125000 Penalty: 4470.743164
	Iteration 38Q: 3 clusters Score -1035497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1035499.187500 Penalty: 4470.743164
	Iteration 39Q: 3 clusters Score -1035499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1035496.562500 Penalty: 4470.743164
	Iteration 40F: 3 clusters Score -1035497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -688723.750000 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -688723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -683881.312500 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -683881.3 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -685035.750000 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -685035.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -685282.812500 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -685282.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -685453.812500 Penalty: 4269.088867
	Iteration 3F: 3 clusters Score -685453.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -685560.312500 Penalty: 4269.088867
	Iteration 4Q: 3 clusters Score -685560.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -685638.437500 Penalty: 4269.088867
	Iteration 5Q: 3 clusters Score -685638.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -685718.812500 Penalty: 4269.088867
	Iteration 6Q: 3 clusters Score -685718.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -685814.000000 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -685814 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -685927.187500 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -685927.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -686027.812500 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -686027.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -686121.687500 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -686121.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -686213.312500 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -686213.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -686315.625000 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -686315.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -686438.375000 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -686438.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -686569.375000 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -686569.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -686696.000000 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -686696 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -686851.125000 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -686851.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -686983.812500 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -686983.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -687105.562500 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -687105.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -687183.750000 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -687183.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -687215.687500 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -687215.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -687245.312500 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -687245.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -687264.125000 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -687264.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -687277.062500 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -687277.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -687291.187500 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -687291.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -687304.187500 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -687304.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -687313.875000 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -687313.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -687320.312500 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -687320.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -687325.875000 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -687325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -687330.625000 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -687330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -687333.812500 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -687333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -687334.812500 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -687334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -687335.187500 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -687335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -687338.437500 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -687338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -687340.500000 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -687340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -687342.312500 Penalty: 4269.088867
	Iteration 35Q: 3 clusters Score -687342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -687343.625000 Penalty: 4269.088867
	Iteration 36Q: 3 clusters Score -687343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -687346.062500 Penalty: 4269.088867
	Iteration 37Q: 3 clusters Score -687346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -687345.812500 Penalty: 4269.088867
	Iteration 38Q: 3 clusters Score -687345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -687348.812500 Penalty: 4269.088867
	Iteration 39Q: 3 clusters Score -687348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -687351.875000 Penalty: 4269.088867
	Iteration 40F: 3 clusters Score -687351.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -687353.937500 Penalty: 4269.088867
	Iteration 41Q: 3 clusters Score -687353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -687357.250000 Penalty: 4269.088867
	Iteration 42Q: 3 clusters Score -687357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -687358.687500 Penalty: 4269.088867
	Iteration 43Q: 3 clusters Score -687358.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -687361.312500 Penalty: 4269.088867
	Iteration 44Q: 3 clusters Score -687361.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -687361.375000 Penalty: 4269.088867
	Iteration 45Q: 3 clusters Score -687361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -687364.812500 Penalty: 4269.088867
	Iteration 46Q: 3 clusters Score -687364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -687364.375000 Penalty: 4269.088867
	Iteration 47Q: 3 clusters Score -687364.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -687365.187500 Penalty: 4269.088867
	Iteration 48Q: 3 clusters Score -687365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -687367.687500 Penalty: 4269.088867
	Iteration 49Q: 3 clusters Score -687367.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -687370.187500 Penalty: 4269.088867
	Iteration 50Q: 3 clusters Score -687370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -687369.437500 Penalty: 4269.088867
	Iteration 51Q: 3 clusters Score -687369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -687374.375000 Penalty: 4269.088867
	Iteration 52Q: 3 clusters Score -687374.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -687375.375000 Penalty: 4269.088867
	Iteration 53Q: 3 clusters Score -687375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -687376.125000 Penalty: 4269.088867
	Iteration 54Q: 3 clusters Score -687376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -687378.062500 Penalty: 4269.088867
	Iteration 55Q: 3 clusters Score -687378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -687381.750000 Penalty: 4269.088867
	Iteration 56Q: 3 clusters Score -687381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -687381.375000 Penalty: 4269.088867
	Iteration 57Q: 3 clusters Score -687381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -687383.500000 Penalty: 4269.088867
	Iteration 58Q: 3 clusters Score -687383.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -687385.937500 Penalty: 4269.088867
	Iteration 59Q: 3 clusters Score -687385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -687387.125000 Penalty: 4269.088867
	Iteration 60F: 3 clusters Score -687387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -687388.312500 Penalty: 4269.088867
	Iteration 61Q: 3 clusters Score -687388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -687389.812500 Penalty: 4269.088867
	Iteration 62Q: 3 clusters Score -687389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -687391.812500 Penalty: 4269.088867
	Iteration 63Q: 3 clusters Score -687391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -687393.562500 Penalty: 4269.088867
	Iteration 64Q: 3 clusters Score -687393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -687395.500000 Penalty: 4269.088867
	Iteration 65Q: 3 clusters Score -687395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -687397.312500 Penalty: 4269.088867
	Iteration 66Q: 3 clusters Score -687397.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -687400.687500 Penalty: 4269.088867
	Iteration 67Q: 3 clusters Score -687400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -687402.750000 Penalty: 4269.088867
	Iteration 68Q: 3 clusters Score -687402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -687404.187500 Penalty: 4269.088867
	Iteration 69Q: 3 clusters Score -687404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -687406.187500 Penalty: 4269.088867
	Iteration 70Q: 3 clusters Score -687406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -687409.250000 Penalty: 4269.088867
	Iteration 71Q: 3 clusters Score -687409.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -687414.250000 Penalty: 4269.088867
	Iteration 72Q: 3 clusters Score -687414.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -687416.937500 Penalty: 4269.088867
	Iteration 73Q: 3 clusters Score -687416.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -687420.437500 Penalty: 4269.088867
	Iteration 74Q: 3 clusters Score -687420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -687424.125000 Penalty: 4269.088867
	Iteration 75Q: 3 clusters Score -687424.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -687430.687500 Penalty: 4269.088867
	Iteration 76Q: 3 clusters Score -687430.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -687435.562500 Penalty: 4269.088867
	Iteration 77Q: 3 clusters Score -687435.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -687442.625000 Penalty: 4269.088867
	Iteration 78Q: 3 clusters Score -687442.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -687453.750000 Penalty: 4269.088867
	Iteration 79Q: 3 clusters Score -687453.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -687463.000000 Penalty: 4269.088867
	Iteration 80F: 3 clusters Score -687463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -687480.500000 Penalty: 4269.088867
	Iteration 81Q: 3 clusters Score -687480.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -687497.312500 Penalty: 4269.088867
	Iteration 82Q: 3 clusters Score -687497.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -687512.062500 Penalty: 4269.088867
	Iteration 83Q: 3 clusters Score -687512.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -687520.437500 Penalty: 4269.088867
	Iteration 84Q: 3 clusters Score -687520.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -687530.812500 Penalty: 4269.088867
	Iteration 85Q: 3 clusters Score -687530.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -687539.625000 Penalty: 4269.088867
	Iteration 86Q: 3 clusters Score -687539.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -687547.937500 Penalty: 4269.088867
	Iteration 87Q: 3 clusters Score -687547.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -687559.750000 Penalty: 4269.088867
	Iteration 88Q: 3 clusters Score -687559.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -687565.437500 Penalty: 4269.088867
	Iteration 89Q: 3 clusters Score -687565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -687570.562500 Penalty: 4269.088867
	Iteration 90Q: 3 clusters Score -687570.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -687576.250000 Penalty: 4269.088867
	Iteration 91Q: 3 clusters Score -687576.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -687582.750000 Penalty: 4269.088867
	Iteration 92Q: 3 clusters Score -687582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -687587.687500 Penalty: 4269.088867
	Iteration 93Q: 3 clusters Score -687587.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -687596.875000 Penalty: 4269.088867
	Iteration 94Q: 3 clusters Score -687596.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -687609.250000 Penalty: 4269.088867
	Iteration 95Q: 3 clusters Score -687609.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -687623.187500 Penalty: 4269.088867
	Iteration 96Q: 3 clusters Score -687623.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -687630.812500 Penalty: 4269.088867
	Iteration 97Q: 3 clusters Score -687630.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -687641.187500 Penalty: 4269.088867
	Iteration 98Q: 3 clusters Score -687641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -687649.000000 Penalty: 4269.088867
	Iteration 99Q: 3 clusters Score -687649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -687656.687500 Penalty: 4269.088867
	Iteration 100F: 3 clusters Score -687656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -687661.937500 Penalty: 4269.088867
	Iteration 101Q: 3 clusters Score -687661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -687664.000000 Penalty: 4269.088867
	Iteration 102Q: 3 clusters Score -687664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -687665.500000 Penalty: 4269.088867
	Iteration 103Q: 3 clusters Score -687665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -687665.125000 Penalty: 4269.088867
	Iteration 104Q: 3 clusters Score -687665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -687665.000000 Penalty: 4269.088867
	Iteration 105Q: 3 clusters Score -687665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -687666.625000 Penalty: 4269.088867
	Iteration 106Q: 3 clusters Score -687666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -687667.625000 Penalty: 4269.088867
	Iteration 107Q: 3 clusters Score -687667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -687668.875000 Penalty: 4269.088867
	Iteration 108Q: 3 clusters Score -687668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -687668.562500 Penalty: 4269.088867
	Iteration 109Q: 3 clusters Score -687668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -687668.562500 Penalty: 4269.088867
	Iteration 110F: 3 clusters Score -687668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Entering Unmasked Estep 
Score: -1775675.625000 Penalty: 2357.688477
	Iteration 0F: 2 clusters Score -1775676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1765718.500000 Penalty: 4715.376953
	Iteration 0F: 3 clusters Score -1765718 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1768782.500000 Penalty: 4715.376953
	Iteration 1F: 3 clusters Score -1768782 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1769051.125000 Penalty: 4715.376953
	Iteration 2F: 3 clusters Score -1769051 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1769250.625000 Penalty: 4715.376953
	Iteration 3Q: 3 clusters Score -1769251 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1769403.875000 Penalty: 4715.376953
	Iteration 4Q: 3 clusters Score -1769404 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1769535.875000 Penalty: 4715.376953
	Iteration 5Q: 3 clusters Score -1769536 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1769648.125000 Penalty: 4715.376953
	Iteration 6Q: 3 clusters Score -1769648 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1769735.500000 Penalty: 4715.376953
	Iteration 7Q: 3 clusters Score -1769736 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1769835.000000 Penalty: 4715.376953
	Iteration 8Q: 3 clusters Score -1769835 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1769934.375000 Penalty: 4715.376953
	Iteration 9Q: 3 clusters Score -1769934 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1770030.250000 Penalty: 4715.376953
	Iteration 10Q: 3 clusters Score -1770030 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1770144.250000 Penalty: 4715.376953
	Iteration 11Q: 3 clusters Score -1770144 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1770284.250000 Penalty: 4715.376953
	Iteration 12Q: 3 clusters Score -1770284 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1770440.000000 Penalty: 4715.376953
	Iteration 13Q: 3 clusters Score -1770440 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1770658.250000 Penalty: 4715.376953
	Iteration 14Q: 3 clusters Score -1770658 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1770915.625000 Penalty: 4715.376953
	Iteration 15Q: 3 clusters Score -1770916 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1771237.625000 Penalty: 4715.376953
	Iteration 16Q: 3 clusters Score -1771238 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1771607.875000 Penalty: 4715.376953
	Iteration 17Q: 3 clusters Score -1771608 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1772002.625000 Penalty: 4715.376953
	Iteration 18Q: 3 clusters Score -1772003 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1772388.250000 Penalty: 4715.376953
	Iteration 19Q: 3 clusters Score -1772388 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1772709.500000 Penalty: 4715.376953
	Iteration 20F: 3 clusters Score -1772710 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1772966.500000 Penalty: 4715.376953
	Iteration 21Q: 3 clusters Score -1772966 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1773161.125000 Penalty: 4715.376953
	Iteration 22Q: 3 clusters Score -1773161 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1773282.750000 Penalty: 4715.376953
	Iteration 23Q: 3 clusters Score -1773283 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1773366.250000 Penalty: 4715.376953
	Iteration 24Q: 3 clusters Score -1773366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1773423.250000 Penalty: 4715.376953
	Iteration 25Q: 3 clusters Score -1773423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1773470.250000 Penalty: 4715.376953
	Iteration 26Q: 3 clusters Score -1773470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1773501.250000 Penalty: 4715.376953
	Iteration 27Q: 3 clusters Score -1773501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1773515.750000 Penalty: 4715.376953
	Iteration 28Q: 3 clusters Score -1773516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1773527.000000 Penalty: 4715.376953
	Iteration 29Q: 3 clusters Score -1773527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1773539.875000 Penalty: 4715.376953
	Iteration 30Q: 3 clusters Score -1773540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1773548.125000 Penalty: 4715.376953
	Iteration 31Q: 3 clusters Score -1773548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1773561.625000 Penalty: 4715.376953
	Iteration 32Q: 3 clusters Score -1773562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1773576.000000 Penalty: 4715.376953
	Iteration 33Q: 3 clusters Score -1773576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1773582.750000 Penalty: 4715.376953
	Iteration 34Q: 3 clusters Score -1773583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1773595.000000 Penalty: 4715.376953
	Iteration 35Q: 3 clusters Score -1773595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1773598.000000 Penalty: 4715.376953
	Iteration 36Q: 3 clusters Score -1773598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1773602.250000 Penalty: 4715.376953
	Iteration 37Q: 3 clusters Score -1773602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1773604.250000 Penalty: 4715.376953
	Iteration 38Q: 3 clusters Score -1773604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1773607.750000 Penalty: 4715.376953
	Iteration 39Q: 3 clusters Score -1773608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1773608.000000 Penalty: 4715.376953
	Iteration 40F: 3 clusters Score -1773608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1773608.250000 Penalty: 4715.376953
	Iteration 41Q: 3 clusters Score -1773608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1773612.000000 Penalty: 4715.376953
	Iteration 42Q: 3 clusters Score -1773612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1773612.000000 Penalty: 4715.376953
	Iteration 43F: 3 clusters Score -1773612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -281356.656250 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -281356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -278623.875000 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -278623.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -279086.406250 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -279086.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -279198.437500 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -279198.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -279267.687500 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -279267.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -279302.375000 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -279302.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -279339.968750 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -279340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -279365.937500 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -279365.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -279381.906250 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -279381.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -279394.343750 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -279394.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -279403.000000 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -279403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -279408.250000 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -279408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -279411.000000 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -279411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -279415.625000 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -279415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279419.718750 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -279419.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -279425.781250 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -279425.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -279430.937500 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -279430.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -279438.531250 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -279438.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -279446.656250 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -279446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -279457.437500 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -279457.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -279466.687500 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -279466.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -279471.781250 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -279471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -279474.437500 Penalty: 3806.149170
	Iteration 21Q: 3 clusters Score -279474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -279477.906250 Penalty: 3806.149170
	Iteration 22Q: 3 clusters Score -279477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -279481.062500 Penalty: 3806.149170
	Iteration 23Q: 3 clusters Score -279481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -279482.250000 Penalty: 3806.149170
	Iteration 24Q: 3 clusters Score -279482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -279483.406250 Penalty: 3806.149170
	Iteration 25Q: 3 clusters Score -279483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -279485.937500 Penalty: 3806.149170
	Iteration 26Q: 3 clusters Score -279485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -279488.593750 Penalty: 3806.149170
	Iteration 27Q: 3 clusters Score -279488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -279488.593750 Penalty: 3806.149170
	Iteration 28Q: 3 clusters Score -279488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -279488.593750 Penalty: 3806.149170
	Iteration 29F: 3 clusters Score -279488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Entering Unmasked Estep 
Score: -7448943.000000 Penalty: 2714.430176
	Iteration 0F: 2 clusters Score -7448943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -7410849.000000 Penalty: 5428.860352
	Iteration 0F: 3 clusters Score -7410849 nChanged 26227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -7425866.000000 Penalty: 5428.860352
	Iteration 1F: 3 clusters Score -7425866 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -7426926.500000 Penalty: 5428.860352
	Iteration 2Q: 3 clusters Score -7426926 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -7428413.500000 Penalty: 5428.860352
	Iteration 3F: 3 clusters Score -7428414 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -7430628.500000 Penalty: 5428.860352
	Iteration 4F: 3 clusters Score -7430628 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -7433667.000000 Penalty: 5428.860352
	Iteration 5F: 3 clusters Score -7433667 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -7437373.500000 Penalty: 5428.860352
	Iteration 6F: 3 clusters Score -7437374 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -7440917.000000 Penalty: 5428.860352
	Iteration 7F: 3 clusters Score -7440917 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -7443624.500000 Penalty: 5428.860352
	Iteration 8Q: 3 clusters Score -7443624 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -7445128.000000 Penalty: 5428.860352
	Iteration 9Q: 3 clusters Score -7445128 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -7445775.500000 Penalty: 5428.860352
	Iteration 10Q: 3 clusters Score -7445776 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -7446151.000000 Penalty: 5428.860352
	Iteration 11Q: 3 clusters Score -7446151 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7446374.500000 Penalty: 5428.860352
	Iteration 12Q: 3 clusters Score -7446374 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7446510.000000 Penalty: 5428.860352
	Iteration 13Q: 3 clusters Score -7446510 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7446600.500000 Penalty: 5428.860352
	Iteration 14Q: 3 clusters Score -7446600 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -7446634.000000 Penalty: 5428.860352
	Iteration 15Q: 3 clusters Score -7446634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7446681.000000 Penalty: 5428.860352
	Iteration 16Q: 3 clusters Score -7446681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7446703.500000 Penalty: 5428.860352
	Iteration 17Q: 3 clusters Score -7446704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7446725.000000 Penalty: 5428.860352
	Iteration 18Q: 3 clusters Score -7446725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7446753.500000 Penalty: 5428.860352
	Iteration 19Q: 3 clusters Score -7446754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7446771.500000 Penalty: 5428.860352
	Iteration 20F: 3 clusters Score -7446772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7446778.000000 Penalty: 5428.860352
	Iteration 21Q: 3 clusters Score -7446778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7446790.500000 Penalty: 5428.860352
	Iteration 22Q: 3 clusters Score -7446790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7446811.500000 Penalty: 5428.860352
	Iteration 23Q: 3 clusters Score -7446812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7446817.500000 Penalty: 5428.860352
	Iteration 24Q: 3 clusters Score -7446818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7446835.000000 Penalty: 5428.860352
	Iteration 25Q: 3 clusters Score -7446835 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7446854.500000 Penalty: 5428.860352
	Iteration 26Q: 3 clusters Score -7446854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7446860.000000 Penalty: 5428.860352
	Iteration 27Q: 3 clusters Score -7446860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7446866.500000 Penalty: 5428.860352
	Iteration 28Q: 3 clusters Score -7446866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7446882.500000 Penalty: 5428.860352
	Iteration 29Q: 3 clusters Score -7446882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7446889.000000 Penalty: 5428.860352
	Iteration 30Q: 3 clusters Score -7446889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7446887.500000 Penalty: 5428.860352
	Iteration 31Q: 3 clusters Score -7446888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7446891.000000 Penalty: 5428.860352
	Iteration 32Q: 3 clusters Score -7446891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7446894.000000 Penalty: 5428.860352
	Iteration 33Q: 3 clusters Score -7446894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7446895.000000 Penalty: 5428.860352
	Iteration 34Q: 3 clusters Score -7446895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7446900.500000 Penalty: 5428.860352
	Iteration 35Q: 3 clusters Score -7446900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7446913.000000 Penalty: 5428.860352
	Iteration 36Q: 3 clusters Score -7446913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7446932.500000 Penalty: 5428.860352
	Iteration 37Q: 3 clusters Score -7446932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7446935.000000 Penalty: 5428.860352
	Iteration 38Q: 3 clusters Score -7446935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7446963.000000 Penalty: 5428.860352
	Iteration 39Q: 3 clusters Score -7446963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7446965.500000 Penalty: 5428.860352
	Iteration 40F: 3 clusters Score -7446966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7446964.000000 Penalty: 5428.860352
	Iteration 41Q: 3 clusters Score -7446964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7446970.000000 Penalty: 5428.860352
	Iteration 42Q: 3 clusters Score -7446970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7446972.500000 Penalty: 5428.860352
	Iteration 43Q: 3 clusters Score -7446972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7446971.000000 Penalty: 5428.860352
	Iteration 44Q: 3 clusters Score -7446971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7446974.000000 Penalty: 5428.860352
	Iteration 45Q: 3 clusters Score -7446974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7446980.500000 Penalty: 5428.860352
	Iteration 46Q: 3 clusters Score -7446980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7446982.000000 Penalty: 5428.860352
	Iteration 47Q: 3 clusters Score -7446982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7446986.000000 Penalty: 5428.860352
	Iteration 48Q: 3 clusters Score -7446986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7446983.500000 Penalty: 5428.860352
	Iteration 49Q: 3 clusters Score -7446984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7446982.000000 Penalty: 5428.860352
	Iteration 50Q: 3 clusters Score -7446982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7446987.000000 Penalty: 5428.860352
	Iteration 51Q: 3 clusters Score -7446987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7446982.000000 Penalty: 5428.860352
	Iteration 52Q: 3 clusters Score -7446982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7446983.000000 Penalty: 5428.860352
	Iteration 53Q: 3 clusters Score -7446983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7446983.000000 Penalty: 5428.860352
	Iteration 54F: 3 clusters Score -7446983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 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 291 members 
Entering Unmasked Estep 
Score: -63610.792969 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63610.79 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64184.898438 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -64184.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64571.347656 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64571.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64757.878906 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -64757.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64900.179688 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -64900.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65068.507812 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -65068.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65197.996094 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -65198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65254.375000 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -65254.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65270.628906 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -65270.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65275.308594 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -65275.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65275.386719 Penalty: 3174.527832
	Iteration 10F: 3 clusters Score -65275.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65278.136719 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -65278.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65278.136719 Penalty: 3174.527832
	Iteration 12F: 3 clusters Score -65278.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83555 members 
Mstep: Class 4 contains 220888 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160207 members 
Mstep: Class 20 contains 19939 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Mstep: Class 31 contains 343 members 
Entering Unmasked Estep 
Score: -133248208.000000 Penalty: 106424.484375
Splitting cluster 28 changes total score from -133249872.000000 to -133248208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -470176.468750 Penalty: 2038.459839
	Iteration 0F: 2 clusters Score -470176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -466467.562500 Penalty: 4076.919678
	Iteration 0F: 3 clusters Score -466467.6 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -467322.218750 Penalty: 4076.919678
	Iteration 1F: 3 clusters Score -467322.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -467594.781250 Penalty: 4076.919678
	Iteration 2F: 3 clusters Score -467594.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -467813.312500 Penalty: 4076.919678
	Iteration 3F: 3 clusters Score -467813.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -468014.562500 Penalty: 4076.919678
	Iteration 4F: 3 clusters Score -468014.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -468165.312500 Penalty: 4076.919678
	Iteration 5Q: 3 clusters Score -468165.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -468297.218750 Penalty: 4076.919678
	Iteration 6Q: 3 clusters Score -468297.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -468405.875000 Penalty: 4076.919678
	Iteration 7Q: 3 clusters Score -468405.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -468484.906250 Penalty: 4076.919678
	Iteration 8Q: 3 clusters Score -468484.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -468561.937500 Penalty: 4076.919678
	Iteration 9Q: 3 clusters Score -468561.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -468641.812500 Penalty: 4076.919678
	Iteration 10Q: 3 clusters Score -468641.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -468704.406250 Penalty: 4076.919678
	Iteration 11Q: 3 clusters Score -468704.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -468749.343750 Penalty: 4076.919678
	Iteration 12Q: 3 clusters Score -468749.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -468782.468750 Penalty: 4076.919678
	Iteration 13Q: 3 clusters Score -468782.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -468796.531250 Penalty: 4076.919678
	Iteration 14Q: 3 clusters Score -468796.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -468809.937500 Penalty: 4076.919678
	Iteration 15Q: 3 clusters Score -468809.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -468820.656250 Penalty: 4076.919678
	Iteration 16Q: 3 clusters Score -468820.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -468825.468750 Penalty: 4076.919678
	Iteration 17Q: 3 clusters Score -468825.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -468829.125000 Penalty: 4076.919678
	Iteration 18Q: 3 clusters Score -468829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -468830.062500 Penalty: 4076.919678
	Iteration 19Q: 3 clusters Score -468830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -468831.062500 Penalty: 4076.919678
	Iteration 20F: 3 clusters Score -468831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -468833.812500 Penalty: 4076.919678
	Iteration 21Q: 3 clusters Score -468833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -468834.218750 Penalty: 4076.919678
	Iteration 22Q: 3 clusters Score -468834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -468836.750000 Penalty: 4076.919678
	Iteration 23Q: 3 clusters Score -468836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -468837.062500 Penalty: 4076.919678
	Iteration 24Q: 3 clusters Score -468837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -468837.062500 Penalty: 4076.919678
	Iteration 25F: 3 clusters Score -468837.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Entering Unmasked Estep 
Score: -5179106.500000 Penalty: 2618.319092
	Iteration 0F: 2 clusters Score -5179106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -5152853.500000 Penalty: 5236.638184
	Iteration 0F: 3 clusters Score -5152854 nChanged 17635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5162434.000000 Penalty: 5236.638184
	Iteration 1F: 3 clusters Score -5162434 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -5162914.000000 Penalty: 5236.638184
	Iteration 2Q: 3 clusters Score -5162914 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -5163399.000000 Penalty: 5236.638184
	Iteration 3Q: 3 clusters Score -5163399 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -5163922.500000 Penalty: 5236.638184
	Iteration 4Q: 3 clusters Score -5163922 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5164486.500000 Penalty: 5236.638184
	Iteration 5Q: 3 clusters Score -5164486 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -5165330.000000 Penalty: 5236.638184
	Iteration 6Q: 3 clusters Score -5165330 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -5166444.500000 Penalty: 5236.638184
	Iteration 7F: 3 clusters Score -5166444 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -5167831.500000 Penalty: 5236.638184
	Iteration 8F: 3 clusters Score -5167832 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -5169542.500000 Penalty: 5236.638184
	Iteration 9F: 3 clusters Score -5169542 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -5171328.000000 Penalty: 5236.638184
	Iteration 10F: 3 clusters Score -5171328 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -5172795.500000 Penalty: 5236.638184
	Iteration 11F: 3 clusters Score -5172796 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5173623.500000 Penalty: 5236.638184
	Iteration 12Q: 3 clusters Score -5173624 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -5174122.500000 Penalty: 5236.638184
	Iteration 13Q: 3 clusters Score -5174122 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -5174490.000000 Penalty: 5236.638184
	Iteration 14Q: 3 clusters Score -5174490 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -5174772.500000 Penalty: 5236.638184
	Iteration 15Q: 3 clusters Score -5174772 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -5174985.000000 Penalty: 5236.638184
	Iteration 16Q: 3 clusters Score -5174985 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5175182.500000 Penalty: 5236.638184
	Iteration 17Q: 3 clusters Score -5175182 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -5175328.500000 Penalty: 5236.638184
	Iteration 18Q: 3 clusters Score -5175328 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -5175497.000000 Penalty: 5236.638184
	Iteration 19Q: 3 clusters Score -5175497 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -5175682.500000 Penalty: 5236.638184
	Iteration 20F: 3 clusters Score -5175682 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -5175824.500000 Penalty: 5236.638184
	Iteration 21Q: 3 clusters Score -5175824 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -5175933.500000 Penalty: 5236.638184
	Iteration 22Q: 3 clusters Score -5175934 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5176060.500000 Penalty: 5236.638184
	Iteration 23Q: 3 clusters Score -5176060 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5176150.500000 Penalty: 5236.638184
	Iteration 24Q: 3 clusters Score -5176150 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5176241.500000 Penalty: 5236.638184
	Iteration 25Q: 3 clusters Score -5176242 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -5176337.500000 Penalty: 5236.638184
	Iteration 26Q: 3 clusters Score -5176338 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -5176418.000000 Penalty: 5236.638184
	Iteration 27Q: 3 clusters Score -5176418 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5176531.000000 Penalty: 5236.638184
	Iteration 28Q: 3 clusters Score -5176531 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5176633.500000 Penalty: 5236.638184
	Iteration 29Q: 3 clusters Score -5176634 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -5176719.000000 Penalty: 5236.638184
	Iteration 30Q: 3 clusters Score -5176719 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5176777.500000 Penalty: 5236.638184
	Iteration 31Q: 3 clusters Score -5176778 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -5176845.000000 Penalty: 5236.638184
	Iteration 32Q: 3 clusters Score -5176845 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -5176902.000000 Penalty: 5236.638184
	Iteration 33Q: 3 clusters Score -5176902 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -5176940.000000 Penalty: 5236.638184
	Iteration 34Q: 3 clusters Score -5176940 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5176977.000000 Penalty: 5236.638184
	Iteration 35Q: 3 clusters Score -5176977 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -5177004.000000 Penalty: 5236.638184
	Iteration 36Q: 3 clusters Score -5177004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5177014.000000 Penalty: 5236.638184
	Iteration 37Q: 3 clusters Score -5177014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -5177046.000000 Penalty: 5236.638184
	Iteration 38Q: 3 clusters Score -5177046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -5177047.500000 Penalty: 5236.638184
	Iteration 39Q: 3 clusters Score -5177048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -5177078.000000 Penalty: 5236.638184
	Iteration 40F: 3 clusters Score -5177078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -5177099.000000 Penalty: 5236.638184
	Iteration 41Q: 3 clusters Score -5177099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5177113.500000 Penalty: 5236.638184
	Iteration 42Q: 3 clusters Score -5177114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -5177096.500000 Penalty: 5236.638184
	Iteration 43Q: 3 clusters Score -5177096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -5177101.000000 Penalty: 5236.638184
	Iteration 44Q: 3 clusters Score -5177101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5177113.000000 Penalty: 5236.638184
	Iteration 45Q: 3 clusters Score -5177113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -5177105.500000 Penalty: 5236.638184
	Iteration 46Q: 3 clusters Score -5177106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -5177113.500000 Penalty: 5236.638184
	Iteration 47Q: 3 clusters Score -5177114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -5177118.500000 Penalty: 5236.638184
	Iteration 48Q: 3 clusters Score -5177118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -5177121.000000 Penalty: 5236.638184
	Iteration 49Q: 3 clusters Score -5177121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -5177116.500000 Penalty: 5236.638184
	Iteration 50Q: 3 clusters Score -5177116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -5177127.000000 Penalty: 5236.638184
	Iteration 51Q: 3 clusters Score -5177127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -5177135.000000 Penalty: 5236.638184
	Iteration 52Q: 3 clusters Score -5177135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -5177137.500000 Penalty: 5236.638184
	Iteration 53Q: 3 clusters Score -5177138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -5177135.000000 Penalty: 5236.638184
	Iteration 54Q: 3 clusters Score -5177135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -5177138.500000 Penalty: 5236.638184
	Iteration 55Q: 3 clusters Score -5177138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5177137.000000 Penalty: 5236.638184
	Iteration 56Q: 3 clusters Score -5177137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -5177140.000000 Penalty: 5236.638184
	Iteration 57Q: 3 clusters Score -5177140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -5177140.000000 Penalty: 5236.638184
	Iteration 58F: 3 clusters Score -5177140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83555 members 
Mstep: Class 4 contains 220888 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160207 members 
Mstep: Class 20 contains 19939 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249856.000000 Penalty: 102991.429688
Iteration 359Q: 31 clusters Score -1.332499e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83550 members 
Mstep: Class 4 contains 220890 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54579 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160212 members 
Mstep: Class 20 contains 19938 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249904.000000 Penalty: 102991.429688
Iteration 360F: 31 clusters Score -1.332499e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83545 members 
Mstep: Class 4 contains 220890 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47311 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160217 members 
Mstep: Class 20 contains 19937 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56685 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249944.000000 Penalty: 102991.429688
Iteration 361Q: 31 clusters Score -1.332499e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83539 members 
Mstep: Class 4 contains 220887 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54581 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160226 members 
Mstep: Class 20 contains 19936 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56685 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 102991.429688
Iteration 362Q: 31 clusters Score -1.3325e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83534 members 
Mstep: Class 4 contains 220887 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160233 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250056.000000 Penalty: 102991.429688
Iteration 363Q: 31 clusters Score -1.332501e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83530 members 
Mstep: Class 4 contains 220887 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54581 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160242 members 
Mstep: Class 20 contains 19931 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56683 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250032.000000 Penalty: 102991.429688
Iteration 364Q: 31 clusters Score -1.3325e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83526 members 
Mstep: Class 4 contains 220888 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39795 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54580 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160245 members 
Mstep: Class 20 contains 19930 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56683 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250024.000000 Penalty: 102991.429688
Iteration 365Q: 31 clusters Score -1.3325e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83523 members 
Mstep: Class 4 contains 220887 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39795 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54579 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160252 members 
Mstep: Class 20 contains 19929 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56683 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250016.000000 Penalty: 102991.429688
Iteration 366Q: 31 clusters Score -1.3325e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83523 members 
Mstep: Class 4 contains 220886 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39795 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54579 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160254 members 
Mstep: Class 20 contains 19928 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249992.000000 Penalty: 102991.429688
Iteration 367Q: 31 clusters Score -1.3325e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83521 members 
Mstep: Class 4 contains 220885 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39795 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54578 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160261 members 
Mstep: Class 20 contains 19927 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56683 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250008.000000 Penalty: 102991.429688
Iteration 368Q: 31 clusters Score -1.3325e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83520 members 
Mstep: Class 4 contains 220882 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39796 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54578 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160268 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56681 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249960.000000 Penalty: 102991.429688
Iteration 369Q: 31 clusters Score -1.3325e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83517 members 
Mstep: Class 4 contains 220879 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39796 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54578 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160276 members 
Mstep: Class 20 contains 19927 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249992.000000 Penalty: 102991.429688
Iteration 370Q: 31 clusters Score -1.3325e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83515 members 
Mstep: Class 4 contains 220878 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39796 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47310 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54578 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160279 members 
Mstep: Class 20 contains 19927 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56681 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249984.000000 Penalty: 102991.429688
Iteration 371Q: 31 clusters Score -1.3325e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83516 members 
Mstep: Class 4 contains 220880 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39796 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47309 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54578 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160277 members 
Mstep: Class 20 contains 19927 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56681 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133249992.000000 Penalty: 102991.429688
Iteration 372Q: 31 clusters Score -1.3325e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83513 members 
Mstep: Class 4 contains 220881 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39796 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47309 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54578 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160280 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250032.000000 Penalty: 102991.429688
Iteration 373Q: 31 clusters Score -1.3325e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83511 members 
Mstep: Class 4 contains 220877 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39797 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47309 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 54577 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160287 members 
Mstep: Class 20 contains 19927 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250064.000000 Penalty: 102991.429688
Iteration 374Q: 31 clusters Score -1.332501e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83507 members 
Mstep: Class 4 contains 220874 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39798 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47309 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54576 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160297 members 
Mstep: Class 20 contains 19928 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8214 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56677 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250024.000000 Penalty: 102991.429688
Iteration 375Q: 31 clusters Score -1.3325e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83506 members 
Mstep: Class 4 contains 220868 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39798 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47308 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54577 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160308 members 
Mstep: Class 20 contains 19928 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8215 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56675 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250064.000000 Penalty: 102991.429688
Iteration 376Q: 31 clusters Score -1.332501e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83502 members 
Mstep: Class 4 contains 220867 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39799 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47305 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 54579 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160314 members 
Mstep: Class 20 contains 19929 members 
Mstep: Class 21 contains 28469 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250080.000000 Penalty: 102991.429688
Iteration 377Q: 31 clusters Score -1.332501e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83501 members 
Mstep: Class 4 contains 220856 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47303 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54581 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160324 members 
Mstep: Class 20 contains 19930 members 
Mstep: Class 21 contains 28469 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250080.000000 Penalty: 102991.429688
Iteration 378Q: 31 clusters Score -1.332501e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83500 members 
Mstep: Class 4 contains 220851 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47303 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160330 members 
Mstep: Class 20 contains 19931 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250120.000000 Penalty: 102991.429688
Iteration 379Q: 31 clusters Score -1.332501e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183337 members 
Mstep: Class 3 contains 83497 members 
Mstep: Class 4 contains 220849 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47302 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160335 members 
Mstep: Class 20 contains 19931 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13453 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250104.000000 Penalty: 102991.429688
Iteration 380F: 31 clusters Score -1.332501e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183337 members 
Mstep: Class 3 contains 83496 members 
Mstep: Class 4 contains 220848 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47302 members 
Mstep: Class 16 contains 29658 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160337 members 
Mstep: Class 20 contains 19931 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13455 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250080.000000 Penalty: 102991.429688
Iteration 381Q: 31 clusters Score -1.332501e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183336 members 
Mstep: Class 3 contains 83493 members 
Mstep: Class 4 contains 220843 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47301 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160342 members 
Mstep: Class 20 contains 19931 members 
Mstep: Class 21 contains 28474 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13457 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250152.000000 Penalty: 102991.429688
Iteration 382Q: 31 clusters Score -1.332502e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183336 members 
Mstep: Class 3 contains 83491 members 
Mstep: Class 4 contains 220839 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47301 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 54582 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160348 members 
Mstep: Class 20 contains 19931 members 
Mstep: Class 21 contains 28476 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250112.000000 Penalty: 102991.429688
Iteration 383Q: 31 clusters Score -1.332501e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183334 members 
Mstep: Class 3 contains 83491 members 
Mstep: Class 4 contains 220833 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47301 members 
Mstep: Class 16 contains 29657 members 
Mstep: Class 17 contains 54583 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160356 members 
Mstep: Class 20 contains 19931 members 
Mstep: Class 21 contains 28474 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250200.000000 Penalty: 102991.429688
Iteration 384Q: 31 clusters Score -1.332502e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183334 members 
Mstep: Class 3 contains 83488 members 
Mstep: Class 4 contains 220830 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47301 members 
Mstep: Class 16 contains 29658 members 
Mstep: Class 17 contains 54581 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160364 members 
Mstep: Class 20 contains 19931 members 
Mstep: Class 21 contains 28475 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250176.000000 Penalty: 102991.429688
Iteration 385Q: 31 clusters Score -1.332502e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183334 members 
Mstep: Class 3 contains 83486 members 
Mstep: Class 4 contains 220825 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47301 members 
Mstep: Class 16 contains 29657 members 
Mstep: Class 17 contains 54578 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160378 members 
Mstep: Class 20 contains 19930 members 
Mstep: Class 21 contains 28475 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250200.000000 Penalty: 102991.429688
Iteration 386Q: 31 clusters Score -1.332502e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183334 members 
Mstep: Class 3 contains 83485 members 
Mstep: Class 4 contains 220828 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47300 members 
Mstep: Class 16 contains 29657 members 
Mstep: Class 17 contains 54574 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160384 members 
Mstep: Class 20 contains 19931 members 
Mstep: Class 21 contains 28475 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13457 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250184.000000 Penalty: 102991.429688
Iteration 387Q: 31 clusters Score -1.332502e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183335 members 
Mstep: Class 3 contains 83483 members 
Mstep: Class 4 contains 220827 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54572 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160393 members 
Mstep: Class 20 contains 19932 members 
Mstep: Class 21 contains 28475 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13457 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250192.000000 Penalty: 102991.429688
Iteration 388Q: 31 clusters Score -1.332502e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183337 members 
Mstep: Class 3 contains 83479 members 
Mstep: Class 4 contains 220825 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47300 members 
Mstep: Class 16 contains 29657 members 
Mstep: Class 17 contains 54572 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160398 members 
Mstep: Class 20 contains 19932 members 
Mstep: Class 21 contains 28476 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13457 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250168.000000 Penalty: 102991.429688
Iteration 389Q: 31 clusters Score -1.332502e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183337 members 
Mstep: Class 3 contains 83477 members 
Mstep: Class 4 contains 220824 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47300 members 
Mstep: Class 16 contains 29657 members 
Mstep: Class 17 contains 54571 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160402 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 21 contains 28476 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13457 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250128.000000 Penalty: 102991.429688
Iteration 390Q: 31 clusters Score -1.332501e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183337 members 
Mstep: Class 3 contains 83473 members 
Mstep: Class 4 contains 220821 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47300 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54571 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160407 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 21 contains 28476 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13457 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250144.000000 Penalty: 102991.429688
Iteration 391Q: 31 clusters Score -1.332501e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183337 members 
Mstep: Class 3 contains 83467 members 
Mstep: Class 4 contains 220820 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39802 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47301 members 
Mstep: Class 16 contains 29655 members 
Mstep: Class 17 contains 54569 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160414 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 21 contains 28475 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13457 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250136.000000 Penalty: 102991.429688
Iteration 392Q: 31 clusters Score -1.332501e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83465 members 
Mstep: Class 4 contains 220818 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39803 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47300 members 
Mstep: Class 16 contains 29655 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160418 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 21 contains 28475 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13456 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250136.000000 Penalty: 102991.429688
Iteration 393Q: 31 clusters Score -1.332501e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83465 members 
Mstep: Class 4 contains 220812 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39804 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47300 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54569 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160422 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 21 contains 28474 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13455 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250144.000000 Penalty: 102991.429688
Iteration 394Q: 31 clusters Score -1.332501e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83465 members 
Mstep: Class 4 contains 220806 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39806 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54570 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160428 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 21 contains 28475 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250128.000000 Penalty: 102991.429688
Iteration 395Q: 31 clusters Score -1.332501e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83463 members 
Mstep: Class 4 contains 220803 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39807 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54570 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160431 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250120.000000 Penalty: 102991.429688
Iteration 396Q: 31 clusters Score -1.332501e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220799 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54570 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160434 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250120.000000 Penalty: 102991.429688
Iteration 397Q: 31 clusters Score -1.332501e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220795 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54569 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160438 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250176.000000 Penalty: 102991.429688
Iteration 398Q: 31 clusters Score -1.332502e+08 nChanged 7
Entering ConstructFrom: 
Score: -133250176.000000 Penalty: 102991.429688
Entering ConstructFrom: 
Trying to split cluster 1 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -62570.273438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -62570.27 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 278 members 
Entering Unmasked Estep 
Score: -61051.503906 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61051.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61421.488281 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61421.49 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61641.472656 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61641.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61892.449219 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -61892.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62037.753906 Penalty: 3161.166504
	Iteration 4F: 3 clusters Score -62037.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62190.210938 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -62190.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62337.367188 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62337.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62512.023438 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62512.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62613.582031 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62613.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62724.960938 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62724.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62751.398438 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62758.546875 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62758.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62765.437500 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62765.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62767.375000 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62767.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62767.375000 Penalty: 3161.166504
	Iteration 14F: 3 clusters Score -62767.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220792 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160442 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Mstep: Class 31 contains 361 members 
Entering Unmasked Estep 
Score: -133248400.000000 Penalty: 106424.484375
Splitting cluster 1 changes total score from -133250176.000000 to -133248400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (183339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183339 members 
Entering Unmasked Estep 
Score: -24273638.000000 Penalty: 3005.534912
	Iteration 0F: 2 clusters Score -2.427364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92021 members 
Mstep: Class 2 contains 91318 members 
Entering Unmasked Estep 
Score: -24164150.000000 Penalty: 6011.069824
	Iteration 0F: 3 clusters Score -2.416415e+07 nChanged 88229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -24215952.000000 Penalty: 6011.069824
	Iteration 1F: 3 clusters Score -2.421595e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -24217436.000000 Penalty: 6011.069824
	Iteration 2Q: 3 clusters Score -2.421744e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -24219338.000000 Penalty: 6011.069824
	Iteration 3Q: 3 clusters Score -2.421934e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -24222302.000000 Penalty: 6011.069824
	Iteration 4Q: 3 clusters Score -2.42223e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112356 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -24226884.000000 Penalty: 6011.069824
	Iteration 5Q: 3 clusters Score -2.422688e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120689 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -24233810.000000 Penalty: 6011.069824
	Iteration 6F: 3 clusters Score -2.423381e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130247 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -24242352.000000 Penalty: 6011.069824
	Iteration 7F: 3 clusters Score -2.424235e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -24249606.000000 Penalty: 6011.069824
	Iteration 8F: 3 clusters Score -2.424961e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146120 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -24255044.000000 Penalty: 6011.069824
	Iteration 9Q: 3 clusters Score -2.425504e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151449 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -24258572.000000 Penalty: 6011.069824
	Iteration 10Q: 3 clusters Score -2.425857e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155754 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -24261358.000000 Penalty: 6011.069824
	Iteration 11Q: 3 clusters Score -2.426136e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -24263414.000000 Penalty: 6011.069824
	Iteration 12Q: 3 clusters Score -2.426341e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -24264876.000000 Penalty: 6011.069824
	Iteration 13Q: 3 clusters Score -2.426488e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165396 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -24265998.000000 Penalty: 6011.069824
	Iteration 14Q: 3 clusters Score -2.4266e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -24266912.000000 Penalty: 6011.069824
	Iteration 15Q: 3 clusters Score -2.426691e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170332 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -24267794.000000 Penalty: 6011.069824
	Iteration 16Q: 3 clusters Score -2.426779e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172449 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -24268550.000000 Penalty: 6011.069824
	Iteration 17Q: 3 clusters Score -2.426855e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174229 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -24269190.000000 Penalty: 6011.069824
	Iteration 18Q: 3 clusters Score -2.426919e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175782 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -24269618.000000 Penalty: 6011.069824
	Iteration 19Q: 3 clusters Score -2.426962e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177086 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -24269954.000000 Penalty: 6011.069824
	Iteration 20F: 3 clusters Score -2.426995e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178190 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -24270230.000000 Penalty: 6011.069824
	Iteration 21Q: 3 clusters Score -2.427023e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179065 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -24270542.000000 Penalty: 6011.069824
	Iteration 22Q: 3 clusters Score -2.427054e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -24270700.000000 Penalty: 6011.069824
	Iteration 23Q: 3 clusters Score -2.42707e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180238 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -24270780.000000 Penalty: 6011.069824
	Iteration 24Q: 3 clusters Score -2.427078e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180611 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -24270894.000000 Penalty: 6011.069824
	Iteration 25Q: 3 clusters Score -2.427089e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180920 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -24270956.000000 Penalty: 6011.069824
	Iteration 26Q: 3 clusters Score -2.427096e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181141 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -24271026.000000 Penalty: 6011.069824
	Iteration 27Q: 3 clusters Score -2.427103e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181318 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -24271090.000000 Penalty: 6011.069824
	Iteration 28Q: 3 clusters Score -2.427109e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181477 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -24271072.000000 Penalty: 6011.069824
	Iteration 29Q: 3 clusters Score -2.427107e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181622 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -24271146.000000 Penalty: 6011.069824
	Iteration 30Q: 3 clusters Score -2.427115e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -24271204.000000 Penalty: 6011.069824
	Iteration 31Q: 3 clusters Score -2.42712e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181807 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -24271202.000000 Penalty: 6011.069824
	Iteration 32Q: 3 clusters Score -2.42712e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181876 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -24271242.000000 Penalty: 6011.069824
	Iteration 33Q: 3 clusters Score -2.427124e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181949 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -24271218.000000 Penalty: 6011.069824
	Iteration 34Q: 3 clusters Score -2.427122e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182000 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -24271246.000000 Penalty: 6011.069824
	Iteration 35Q: 3 clusters Score -2.427125e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24271272.000000 Penalty: 6011.069824
	Iteration 36Q: 3 clusters Score -2.427127e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182076 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -24271300.000000 Penalty: 6011.069824
	Iteration 37Q: 3 clusters Score -2.42713e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182103 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -24271288.000000 Penalty: 6011.069824
	Iteration 38Q: 3 clusters Score -2.427129e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182117 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -24271300.000000 Penalty: 6011.069824
	Iteration 39Q: 3 clusters Score -2.42713e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182136 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -24271326.000000 Penalty: 6011.069824
	Iteration 40F: 3 clusters Score -2.427133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182153 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -24271328.000000 Penalty: 6011.069824
	Iteration 41Q: 3 clusters Score -2.427133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182164 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -24271318.000000 Penalty: 6011.069824
	Iteration 42Q: 3 clusters Score -2.427132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182172 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -24271346.000000 Penalty: 6011.069824
	Iteration 43Q: 3 clusters Score -2.427135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182185 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -24271338.000000 Penalty: 6011.069824
	Iteration 44Q: 3 clusters Score -2.427134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182194 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -24271342.000000 Penalty: 6011.069824
	Iteration 45Q: 3 clusters Score -2.427134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182204 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -24271332.000000 Penalty: 6011.069824
	Iteration 46Q: 3 clusters Score -2.427133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182213 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -24271330.000000 Penalty: 6011.069824
	Iteration 47Q: 3 clusters Score -2.427133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182223 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -24271338.000000 Penalty: 6011.069824
	Iteration 48Q: 3 clusters Score -2.427134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182233 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -24271326.000000 Penalty: 6011.069824
	Iteration 49Q: 3 clusters Score -2.427133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182244 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -24271338.000000 Penalty: 6011.069824
	Iteration 50Q: 3 clusters Score -2.427134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182252 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -24271344.000000 Penalty: 6011.069824
	Iteration 51Q: 3 clusters Score -2.427134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182254 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -24271352.000000 Penalty: 6011.069824
	Iteration 52Q: 3 clusters Score -2.427135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182269 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -24271374.000000 Penalty: 6011.069824
	Iteration 53Q: 3 clusters Score -2.427137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182280 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -24271370.000000 Penalty: 6011.069824
	Iteration 54Q: 3 clusters Score -2.427137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -24271386.000000 Penalty: 6011.069824
	Iteration 55Q: 3 clusters Score -2.427139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -24271404.000000 Penalty: 6011.069824
	Iteration 56Q: 3 clusters Score -2.42714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -24271438.000000 Penalty: 6011.069824
	Iteration 57Q: 3 clusters Score -2.427144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182319 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -24271464.000000 Penalty: 6011.069824
	Iteration 58Q: 3 clusters Score -2.427146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182325 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -24271430.000000 Penalty: 6011.069824
	Iteration 59Q: 3 clusters Score -2.427143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182325 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -24271436.000000 Penalty: 6011.069824
	Iteration 60F: 3 clusters Score -2.427144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182329 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -24271452.000000 Penalty: 6011.069824
	Iteration 61Q: 3 clusters Score -2.427145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182334 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -24271456.000000 Penalty: 6011.069824
	Iteration 62Q: 3 clusters Score -2.427146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182340 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -24271478.000000 Penalty: 6011.069824
	Iteration 63Q: 3 clusters Score -2.427148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -24271468.000000 Penalty: 6011.069824
	Iteration 64Q: 3 clusters Score -2.427147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -24271474.000000 Penalty: 6011.069824
	Iteration 65Q: 3 clusters Score -2.427147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182351 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -24271470.000000 Penalty: 6011.069824
	Iteration 66Q: 3 clusters Score -2.427147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -24271472.000000 Penalty: 6011.069824
	Iteration 67Q: 3 clusters Score -2.427147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -24271482.000000 Penalty: 6011.069824
	Iteration 68Q: 3 clusters Score -2.427148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -24271474.000000 Penalty: 6011.069824
	Iteration 69Q: 3 clusters Score -2.427147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182351 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -24271464.000000 Penalty: 6011.069824
	Iteration 70Q: 3 clusters Score -2.427146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182349 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -24271480.000000 Penalty: 6011.069824
	Iteration 71Q: 3 clusters Score -2.427148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182348 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -24271482.000000 Penalty: 6011.069824
	Iteration 72Q: 3 clusters Score -2.427148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182348 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -24271482.000000 Penalty: 6011.069824
	Iteration 73F: 3 clusters Score -2.427148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Entering Unmasked Estep 
Score: -11139754.000000 Penalty: 2810.369629
	Iteration 0F: 2 clusters Score -1.113975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -11084185.000000 Penalty: 5620.739258
	Iteration 0F: 3 clusters Score -1.108418e+07 nChanged 39046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -11105723.000000 Penalty: 5620.739258
	Iteration 1F: 3 clusters Score -1.110572e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -11106415.000000 Penalty: 5620.739258
	Iteration 2Q: 3 clusters Score -1.110642e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -11107368.000000 Penalty: 5620.739258
	Iteration 3Q: 3 clusters Score -1.110737e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -11108548.000000 Penalty: 5620.739258
	Iteration 4Q: 3 clusters Score -1.110855e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -11110372.000000 Penalty: 5620.739258
	Iteration 5Q: 3 clusters Score -1.111037e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -11113157.000000 Penalty: 5620.739258
	Iteration 6F: 3 clusters Score -1.111316e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -11117331.000000 Penalty: 5620.739258
	Iteration 7F: 3 clusters Score -1.111733e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -11122478.000000 Penalty: 5620.739258
	Iteration 8F: 3 clusters Score -1.112248e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -11127584.000000 Penalty: 5620.739258
	Iteration 9F: 3 clusters Score -1.112758e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -11131059.000000 Penalty: 5620.739258
	Iteration 10Q: 3 clusters Score -1.113106e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -11132811.000000 Penalty: 5620.739258
	Iteration 11Q: 3 clusters Score -1.113281e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -11133658.000000 Penalty: 5620.739258
	Iteration 12Q: 3 clusters Score -1.113366e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -11134137.000000 Penalty: 5620.739258
	Iteration 13Q: 3 clusters Score -1.113414e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -11134554.000000 Penalty: 5620.739258
	Iteration 14Q: 3 clusters Score -1.113455e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -11134921.000000 Penalty: 5620.739258
	Iteration 15Q: 3 clusters Score -1.113492e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -11135199.000000 Penalty: 5620.739258
	Iteration 16Q: 3 clusters Score -1.11352e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -11135462.000000 Penalty: 5620.739258
	Iteration 17Q: 3 clusters Score -1.113546e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -11135678.000000 Penalty: 5620.739258
	Iteration 18Q: 3 clusters Score -1.113568e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -11135833.000000 Penalty: 5620.739258
	Iteration 19Q: 3 clusters Score -1.113583e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -11136001.000000 Penalty: 5620.739258
	Iteration 20F: 3 clusters Score -1.1136e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -11136197.000000 Penalty: 5620.739258
	Iteration 21Q: 3 clusters Score -1.11362e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -11136391.000000 Penalty: 5620.739258
	Iteration 22Q: 3 clusters Score -1.113639e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -11136536.000000 Penalty: 5620.739258
	Iteration 23Q: 3 clusters Score -1.113654e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -11136663.000000 Penalty: 5620.739258
	Iteration 24Q: 3 clusters Score -1.113666e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -11136802.000000 Penalty: 5620.739258
	Iteration 25Q: 3 clusters Score -1.11368e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 81165 members 
Entering Unmasked Estep 
Score: -11136937.000000 Penalty: 5620.739258
	Iteration 26Q: 3 clusters Score -1.113694e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -11137034.000000 Penalty: 5620.739258
	Iteration 27Q: 3 clusters Score -1.113703e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -11137142.000000 Penalty: 5620.739258
	Iteration 28Q: 3 clusters Score -1.113714e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -11137185.000000 Penalty: 5620.739258
	Iteration 29Q: 3 clusters Score -1.113718e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -11137234.000000 Penalty: 5620.739258
	Iteration 30Q: 3 clusters Score -1.113723e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -11137301.000000 Penalty: 5620.739258
	Iteration 31Q: 3 clusters Score -1.11373e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -11137365.000000 Penalty: 5620.739258
	Iteration 32Q: 3 clusters Score -1.113736e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -11137412.000000 Penalty: 5620.739258
	Iteration 33Q: 3 clusters Score -1.113741e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -11137431.000000 Penalty: 5620.739258
	Iteration 34Q: 3 clusters Score -1.113743e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -11137441.000000 Penalty: 5620.739258
	Iteration 35Q: 3 clusters Score -1.113744e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -11137471.000000 Penalty: 5620.739258
	Iteration 36Q: 3 clusters Score -1.113747e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -11137505.000000 Penalty: 5620.739258
	Iteration 37Q: 3 clusters Score -1.11375e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -11137521.000000 Penalty: 5620.739258
	Iteration 38Q: 3 clusters Score -1.113752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -11137523.000000 Penalty: 5620.739258
	Iteration 39Q: 3 clusters Score -1.113752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -11137527.000000 Penalty: 5620.739258
	Iteration 40F: 3 clusters Score -1.113753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -11137543.000000 Penalty: 5620.739258
	Iteration 41Q: 3 clusters Score -1.113754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -11137560.000000 Penalty: 5620.739258
	Iteration 42Q: 3 clusters Score -1.113756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -11137570.000000 Penalty: 5620.739258
	Iteration 43Q: 3 clusters Score -1.113757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -11137564.000000 Penalty: 5620.739258
	Iteration 44Q: 3 clusters Score -1.113756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -11137582.000000 Penalty: 5620.739258
	Iteration 45Q: 3 clusters Score -1.113758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -11137592.000000 Penalty: 5620.739258
	Iteration 46Q: 3 clusters Score -1.113759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -11137592.000000 Penalty: 5620.739258
	Iteration 47Q: 3 clusters Score -1.113759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -11137588.000000 Penalty: 5620.739258
	Iteration 48Q: 3 clusters Score -1.113759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -11137588.000000 Penalty: 5620.739258
	Iteration 49Q: 3 clusters Score -1.113759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -11137595.000000 Penalty: 5620.739258
	Iteration 50Q: 3 clusters Score -1.11376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -11137598.000000 Penalty: 5620.739258
	Iteration 51Q: 3 clusters Score -1.11376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -11137598.000000 Penalty: 5620.739258
	Iteration 52Q: 3 clusters Score -1.11376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -11137596.000000 Penalty: 5620.739258
	Iteration 53Q: 3 clusters Score -1.11376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -11137593.000000 Penalty: 5620.739258
	Iteration 54Q: 3 clusters Score -1.113759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -11137593.000000 Penalty: 5620.739258
	Iteration 55F: 3 clusters Score -1.113759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220792 members 
Entering Unmasked Estep 
Score: -29275140.000000 Penalty: 3051.634277
	Iteration 0F: 2 clusters Score -2.927514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -29137612.000000 Penalty: 6103.268555
	Iteration 0F: 3 clusters Score -2.913761e+07 nChanged 106442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 113103 members 
Entering Unmasked Estep 
Score: -29200072.000000 Penalty: 6103.268555
	Iteration 1F: 3 clusters Score -2.920007e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -29201458.000000 Penalty: 6103.268555
	Iteration 2Q: 3 clusters Score -2.920146e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 117733 members 
Entering Unmasked Estep 
Score: -29203260.000000 Penalty: 6103.268555
	Iteration 3Q: 3 clusters Score -2.920326e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 122333 members 
Entering Unmasked Estep 
Score: -29206386.000000 Penalty: 6103.268555
	Iteration 4Q: 3 clusters Score -2.920639e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 129234 members 
Entering Unmasked Estep 
Score: -29211410.000000 Penalty: 6103.268555
	Iteration 5Q: 3 clusters Score -2.921141e+07 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 139005 members 
Entering Unmasked Estep 
Score: -29219078.000000 Penalty: 6103.268555
	Iteration 6F: 3 clusters Score -2.921908e+07 nChanged 15677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 151434 members 
Entering Unmasked Estep 
Score: -29230164.000000 Penalty: 6103.268555
	Iteration 7F: 3 clusters Score -2.923016e+07 nChanged 16322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 164956 members 
Entering Unmasked Estep 
Score: -29242950.000000 Penalty: 6103.268555
	Iteration 8F: 3 clusters Score -2.924295e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 176838 members 
Entering Unmasked Estep 
Score: -29254716.000000 Penalty: 6103.268555
	Iteration 9F: 3 clusters Score -2.925472e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 185570 members 
Entering Unmasked Estep 
Score: -29263506.000000 Penalty: 6103.268555
	Iteration 10Q: 3 clusters Score -2.926351e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 191472 members 
Entering Unmasked Estep 
Score: -29268668.000000 Penalty: 6103.268555
	Iteration 11Q: 3 clusters Score -2.926867e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 195750 members 
Entering Unmasked Estep 
Score: -29271028.000000 Penalty: 6103.268555
	Iteration 12Q: 3 clusters Score -2.927103e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 199251 members 
Entering Unmasked Estep 
Score: -29272334.000000 Penalty: 6103.268555
	Iteration 13Q: 3 clusters Score -2.927233e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 202181 members 
Entering Unmasked Estep 
Score: -29273424.000000 Penalty: 6103.268555
	Iteration 14Q: 3 clusters Score -2.927342e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 204573 members 
Entering Unmasked Estep 
Score: -29273916.000000 Penalty: 6103.268555
	Iteration 15Q: 3 clusters Score -2.927392e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 206631 members 
Entering Unmasked Estep 
Score: -29274358.000000 Penalty: 6103.268555
	Iteration 16Q: 3 clusters Score -2.927436e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 208370 members 
Entering Unmasked Estep 
Score: -29274522.000000 Penalty: 6103.268555
	Iteration 17Q: 3 clusters Score -2.927452e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 209859 members 
Entering Unmasked Estep 
Score: -29274478.000000 Penalty: 6103.268555
	Iteration 18Q: 3 clusters Score -2.927448e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 211072 members 
Entering Unmasked Estep 
Score: -29274444.000000 Penalty: 6103.268555
	Iteration 19Q: 3 clusters Score -2.927444e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 212082 members 
Entering Unmasked Estep 
Score: -29274512.000000 Penalty: 6103.268555
	Iteration 20F: 3 clusters Score -2.927451e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 212908 members 
Entering Unmasked Estep 
Score: -29274448.000000 Penalty: 6103.268555
	Iteration 21Q: 3 clusters Score -2.927445e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 213618 members 
Entering Unmasked Estep 
Score: -29274478.000000 Penalty: 6103.268555
	Iteration 22Q: 3 clusters Score -2.927448e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 214228 members 
Entering Unmasked Estep 
Score: -29274352.000000 Penalty: 6103.268555
	Iteration 23Q: 3 clusters Score -2.927435e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 214758 members 
Entering Unmasked Estep 
Score: -29274276.000000 Penalty: 6103.268555
	Iteration 24Q: 3 clusters Score -2.927428e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 215270 members 
Entering Unmasked Estep 
Score: -29274230.000000 Penalty: 6103.268555
	Iteration 25Q: 3 clusters Score -2.927423e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 215743 members 
Entering Unmasked Estep 
Score: -29274138.000000 Penalty: 6103.268555
	Iteration 26Q: 3 clusters Score -2.927414e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 216149 members 
Entering Unmasked Estep 
Score: -29274078.000000 Penalty: 6103.268555
	Iteration 27Q: 3 clusters Score -2.927408e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 216521 members 
Entering Unmasked Estep 
Score: -29274026.000000 Penalty: 6103.268555
	Iteration 28Q: 3 clusters Score -2.927403e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 216842 members 
Entering Unmasked Estep 
Score: -29273984.000000 Penalty: 6103.268555
	Iteration 29Q: 3 clusters Score -2.927398e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 217152 members 
Entering Unmasked Estep 
Score: -29273914.000000 Penalty: 6103.268555
	Iteration 30Q: 3 clusters Score -2.927391e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 217430 members 
Entering Unmasked Estep 
Score: -29273836.000000 Penalty: 6103.268555
	Iteration 31Q: 3 clusters Score -2.927384e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 217673 members 
Entering Unmasked Estep 
Score: -29273816.000000 Penalty: 6103.268555
	Iteration 32Q: 3 clusters Score -2.927382e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 217920 members 
Entering Unmasked Estep 
Score: -29273758.000000 Penalty: 6103.268555
	Iteration 33Q: 3 clusters Score -2.927376e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 218125 members 
Entering Unmasked Estep 
Score: -29273710.000000 Penalty: 6103.268555
	Iteration 34Q: 3 clusters Score -2.927371e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 218298 members 
Entering Unmasked Estep 
Score: -29273672.000000 Penalty: 6103.268555
	Iteration 35Q: 3 clusters Score -2.927367e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 218438 members 
Entering Unmasked Estep 
Score: -29273640.000000 Penalty: 6103.268555
	Iteration 36Q: 3 clusters Score -2.927364e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 218580 members 
Entering Unmasked Estep 
Score: -29273556.000000 Penalty: 6103.268555
	Iteration 37Q: 3 clusters Score -2.927356e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 218700 members 
Entering Unmasked Estep 
Score: -29273532.000000 Penalty: 6103.268555
	Iteration 38Q: 3 clusters Score -2.927353e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 218811 members 
Entering Unmasked Estep 
Score: -29273452.000000 Penalty: 6103.268555
	Iteration 39Q: 3 clusters Score -2.927345e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 218908 members 
Entering Unmasked Estep 
Score: -29273402.000000 Penalty: 6103.268555
	Iteration 40F: 3 clusters Score -2.92734e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 218996 members 
Entering Unmasked Estep 
Score: -29273422.000000 Penalty: 6103.268555
	Iteration 41Q: 3 clusters Score -2.927342e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 219068 members 
Entering Unmasked Estep 
Score: -29273364.000000 Penalty: 6103.268555
	Iteration 42Q: 3 clusters Score -2.927336e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 219139 members 
Entering Unmasked Estep 
Score: -29273372.000000 Penalty: 6103.268555
	Iteration 43Q: 3 clusters Score -2.927337e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 219198 members 
Entering Unmasked Estep 
Score: -29273356.000000 Penalty: 6103.268555
	Iteration 44Q: 3 clusters Score -2.927336e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 219249 members 
Entering Unmasked Estep 
Score: -29273338.000000 Penalty: 6103.268555
	Iteration 45Q: 3 clusters Score -2.927334e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 219296 members 
Entering Unmasked Estep 
Score: -29273318.000000 Penalty: 6103.268555
	Iteration 46Q: 3 clusters Score -2.927332e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 219345 members 
Entering Unmasked Estep 
Score: -29273354.000000 Penalty: 6103.268555
	Iteration 47Q: 3 clusters Score -2.927335e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 219387 members 
Entering Unmasked Estep 
Score: -29273328.000000 Penalty: 6103.268555
	Iteration 48Q: 3 clusters Score -2.927333e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 219424 members 
Entering Unmasked Estep 
Score: -29273310.000000 Penalty: 6103.268555
	Iteration 49Q: 3 clusters Score -2.927331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 219459 members 
Entering Unmasked Estep 
Score: -29273308.000000 Penalty: 6103.268555
	Iteration 50Q: 3 clusters Score -2.927331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 219491 members 
Entering Unmasked Estep 
Score: -29273296.000000 Penalty: 6103.268555
	Iteration 51Q: 3 clusters Score -2.92733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 219515 members 
Entering Unmasked Estep 
Score: -29273280.000000 Penalty: 6103.268555
	Iteration 52Q: 3 clusters Score -2.927328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 219528 members 
Entering Unmasked Estep 
Score: -29273270.000000 Penalty: 6103.268555
	Iteration 53Q: 3 clusters Score -2.927327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 219547 members 
Entering Unmasked Estep 
Score: -29273272.000000 Penalty: 6103.268555
	Iteration 54Q: 3 clusters Score -2.927327e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 219573 members 
Entering Unmasked Estep 
Score: -29273290.000000 Penalty: 6103.268555
	Iteration 55Q: 3 clusters Score -2.927329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 219588 members 
Entering Unmasked Estep 
Score: -29273274.000000 Penalty: 6103.268555
	Iteration 56Q: 3 clusters Score -2.927327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 219604 members 
Entering Unmasked Estep 
Score: -29273288.000000 Penalty: 6103.268555
	Iteration 57Q: 3 clusters Score -2.927329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 219625 members 
Entering Unmasked Estep 
Score: -29273246.000000 Penalty: 6103.268555
	Iteration 58Q: 3 clusters Score -2.927325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 219642 members 
Entering Unmasked Estep 
Score: -29273226.000000 Penalty: 6103.268555
	Iteration 59Q: 3 clusters Score -2.927323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 219663 members 
Entering Unmasked Estep 
Score: -29273242.000000 Penalty: 6103.268555
	Iteration 60F: 3 clusters Score -2.927324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 219681 members 
Entering Unmasked Estep 
Score: -29273242.000000 Penalty: 6103.268555
	Iteration 61Q: 3 clusters Score -2.927324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 219695 members 
Entering Unmasked Estep 
Score: -29273262.000000 Penalty: 6103.268555
	Iteration 62Q: 3 clusters Score -2.927326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 219708 members 
Entering Unmasked Estep 
Score: -29273244.000000 Penalty: 6103.268555
	Iteration 63Q: 3 clusters Score -2.927324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 219721 members 
Entering Unmasked Estep 
Score: -29273248.000000 Penalty: 6103.268555
	Iteration 64Q: 3 clusters Score -2.927325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 219734 members 
Entering Unmasked Estep 
Score: -29273242.000000 Penalty: 6103.268555
	Iteration 65Q: 3 clusters Score -2.927324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 219740 members 
Entering Unmasked Estep 
Score: -29273242.000000 Penalty: 6103.268555
	Iteration 66Q: 3 clusters Score -2.927324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 219747 members 
Entering Unmasked Estep 
Score: -29273238.000000 Penalty: 6103.268555
	Iteration 67Q: 3 clusters Score -2.927324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 219751 members 
Entering Unmasked Estep 
Score: -29273236.000000 Penalty: 6103.268555
	Iteration 68Q: 3 clusters Score -2.927324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 219754 members 
Entering Unmasked Estep 
Score: -29273220.000000 Penalty: 6103.268555
	Iteration 69Q: 3 clusters Score -2.927322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 219759 members 
Entering Unmasked Estep 
Score: -29273240.000000 Penalty: 6103.268555
	Iteration 70Q: 3 clusters Score -2.927324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 219768 members 
Entering Unmasked Estep 
Score: -29273224.000000 Penalty: 6103.268555
	Iteration 71Q: 3 clusters Score -2.927322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 219772 members 
Entering Unmasked Estep 
Score: -29273220.000000 Penalty: 6103.268555
	Iteration 72Q: 3 clusters Score -2.927322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 219777 members 
Entering Unmasked Estep 
Score: -29273220.000000 Penalty: 6103.268555
	Iteration 73Q: 3 clusters Score -2.927322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 219778 members 
Entering Unmasked Estep 
Score: -29273212.000000 Penalty: 6103.268555
	Iteration 74Q: 3 clusters Score -2.927321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 219780 members 
Entering Unmasked Estep 
Score: -29273236.000000 Penalty: 6103.268555
	Iteration 75Q: 3 clusters Score -2.927324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 219781 members 
Entering Unmasked Estep 
Score: -29273224.000000 Penalty: 6103.268555
	Iteration 76Q: 3 clusters Score -2.927322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 219782 members 
Entering Unmasked Estep 
Score: -29273222.000000 Penalty: 6103.268555
	Iteration 77Q: 3 clusters Score -2.927322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 219782 members 
Entering Unmasked Estep 
Score: -29273222.000000 Penalty: 6103.268555
	Iteration 78F: 3 clusters Score -2.927322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 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 265 members 
Entering Unmasked Estep 
Score: -56792.773438 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56792.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57005.582031 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -57005.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57165.917969 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -57165.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57309.671875 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -57309.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57443.425781 Penalty: 3090.318848
	Iteration 4F: 3 clusters Score -57443.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57631.316406 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -57631.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57759.707031 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -57759.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57862.148438 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -57862.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58053.625000 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -58053.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58104.343750 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -58104.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58180.414062 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -58180.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58318.371094 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -58318.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58480.210938 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -58480.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58817.339844 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -58817.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58828.402344 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -58828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58830.742188 Penalty: 3090.318848
	Iteration 15F: 3 clusters Score -58830.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58840.078125 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -58840.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58840.078125 Penalty: 3090.318848
	Iteration 17F: 3 clusters Score -58840.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220792 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160442 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Mstep: Class 31 contains 209 members 
Entering Unmasked Estep 
Score: -133248848.000000 Penalty: 106424.484375
Splitting cluster 5 changes total score from -133250176.000000 to -133248848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -376346.812500 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -376346.8 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 1447 members 
Entering Unmasked Estep 
Score: -373099.218750 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -373099.2 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -373864.843750 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -373864.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -374184.156250 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -374184.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -374391.468750 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -374391.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -374569.500000 Penalty: 3958.600586
	Iteration 4F: 3 clusters Score -374569.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -374753.000000 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -374753 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -374998.687500 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -374998.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -375275.312500 Penalty: 3958.600586
	Iteration 7F: 3 clusters Score -375275.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -375521.437500 Penalty: 3958.600586
	Iteration 8F: 3 clusters Score -375521.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -375670.250000 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -375670.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -375760.562500 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -375760.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -375825.656250 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -375825.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -375895.093750 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -375895.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -375969.843750 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -375969.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -376023.437500 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -376023.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -376078.781250 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -376078.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -376110.937500 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -376110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -376119.281250 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -376119.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -376122.843750 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -376122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -376125.093750 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -376125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -376125.093750 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -376125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -40917.453125 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -40917.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39668.652344 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -39668.65 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40156.007812 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -40156.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40508.921875 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -40508.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40731.144531 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -40731.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40846.972656 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -40846.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40921.585938 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -40921.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40991.285156 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -40991.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41014.734375 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -41014.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41016.726562 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -41016.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41027.101562 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -41027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41050.542969 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -41050.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41072.378906 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -41072.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41143.929688 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -41143.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41196.601562 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -41196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41253.312500 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -41253.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41366.031250 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -41366.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41457.507812 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -41457.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41490.792969 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -41490.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41538.496094 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -41538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41573.800781 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -41573.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41611.863281 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -41611.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41778.843750 Penalty: 2993.598877
	Iteration 21Q: 3 clusters Score -41778.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41787.812500 Penalty: 2993.598877
	Iteration 22Q: 3 clusters Score -41787.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41809.117188 Penalty: 2993.598877
	Iteration 23Q: 3 clusters Score -41809.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41834.792969 Penalty: 2993.598877
	Iteration 24Q: 3 clusters Score -41834.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41840.417969 Penalty: 2993.598877
	Iteration 25Q: 3 clusters Score -41840.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41840.417969 Penalty: 2993.598877
	Iteration 26F: 3 clusters Score -41840.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220792 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160442 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Mstep: Class 31 contains 182 members 
Entering Unmasked Estep 
Score: -133249024.000000 Penalty: 106424.484375
Splitting cluster 7 changes total score from -133250176.000000 to -133249024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -185020.750000 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -185020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -182775.171875 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -182775.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -183159.890625 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -183159.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183249.000000 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -183249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183285.281250 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -183285.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -183307.765625 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -183307.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183321.656250 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -183321.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -183330.500000 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -183330.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183341.406250 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -183341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183346.171875 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -183346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -183350.015625 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -183350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -183355.515625 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -183355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -183358.937500 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -183358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -183360.671875 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -183360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -183360.671875 Penalty: 3605.729736
	Iteration 13F: 3 clusters Score -183360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -403992.250000 Penalty: 2025.151123
	Iteration 0F: 2 clusters Score -403992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -400406.687500 Penalty: 4050.302246
	Iteration 0F: 3 clusters Score -400406.7 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -401180.000000 Penalty: 4050.302246
	Iteration 1F: 3 clusters Score -401180 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -401347.250000 Penalty: 4050.302246
	Iteration 2F: 3 clusters Score -401347.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -401433.062500 Penalty: 4050.302246
	Iteration 3Q: 3 clusters Score -401433.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -401480.687500 Penalty: 4050.302246
	Iteration 4Q: 3 clusters Score -401480.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -401519.218750 Penalty: 4050.302246
	Iteration 5Q: 3 clusters Score -401519.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -401550.531250 Penalty: 4050.302246
	Iteration 6Q: 3 clusters Score -401550.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -401569.343750 Penalty: 4050.302246
	Iteration 7Q: 3 clusters Score -401569.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -401576.968750 Penalty: 4050.302246
	Iteration 8Q: 3 clusters Score -401577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -401585.125000 Penalty: 4050.302246
	Iteration 9Q: 3 clusters Score -401585.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -401593.375000 Penalty: 4050.302246
	Iteration 10Q: 3 clusters Score -401593.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -401598.812500 Penalty: 4050.302246
	Iteration 11Q: 3 clusters Score -401598.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -401602.000000 Penalty: 4050.302246
	Iteration 12Q: 3 clusters Score -401602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -401607.062500 Penalty: 4050.302246
	Iteration 13Q: 3 clusters Score -401607.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -401610.437500 Penalty: 4050.302246
	Iteration 14Q: 3 clusters Score -401610.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -401615.187500 Penalty: 4050.302246
	Iteration 15Q: 3 clusters Score -401615.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -401620.312500 Penalty: 4050.302246
	Iteration 16Q: 3 clusters Score -401620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -401623.218750 Penalty: 4050.302246
	Iteration 17Q: 3 clusters Score -401623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -401624.531250 Penalty: 4050.302246
	Iteration 18Q: 3 clusters Score -401624.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -401626.968750 Penalty: 4050.302246
	Iteration 19Q: 3 clusters Score -401627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -401629.187500 Penalty: 4050.302246
	Iteration 20F: 3 clusters Score -401629.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -401631.812500 Penalty: 4050.302246
	Iteration 21Q: 3 clusters Score -401631.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -401633.093750 Penalty: 4050.302246
	Iteration 22Q: 3 clusters Score -401633.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -401636.750000 Penalty: 4050.302246
	Iteration 23Q: 3 clusters Score -401636.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -401639.656250 Penalty: 4050.302246
	Iteration 24Q: 3 clusters Score -401639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -401642.718750 Penalty: 4050.302246
	Iteration 25Q: 3 clusters Score -401642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -401646.312500 Penalty: 4050.302246
	Iteration 26Q: 3 clusters Score -401646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -401648.906250 Penalty: 4050.302246
	Iteration 27Q: 3 clusters Score -401648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -401651.500000 Penalty: 4050.302246
	Iteration 28Q: 3 clusters Score -401651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -401652.250000 Penalty: 4050.302246
	Iteration 29Q: 3 clusters Score -401652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -401654.656250 Penalty: 4050.302246
	Iteration 30Q: 3 clusters Score -401654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -401656.937500 Penalty: 4050.302246
	Iteration 31Q: 3 clusters Score -401656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -401657.843750 Penalty: 4050.302246
	Iteration 32Q: 3 clusters Score -401657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -401658.031250 Penalty: 4050.302246
	Iteration 33Q: 3 clusters Score -401658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -401658.031250 Penalty: 4050.302246
	Iteration 34Q: 3 clusters Score -401658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -401658.031250 Penalty: 4050.302246
	Iteration 35F: 3 clusters Score -401658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Entering Unmasked Estep 
Score: -5169316.000000 Penalty: 2626.784668
	Iteration 0F: 2 clusters Score -5169316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -5142310.500000 Penalty: 5253.569336
	Iteration 0F: 3 clusters Score -5142310 nChanged 18170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5152239.500000 Penalty: 5253.569336
	Iteration 1F: 3 clusters Score -5152240 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -5152745.500000 Penalty: 5253.569336
	Iteration 2Q: 3 clusters Score -5152746 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5153215.500000 Penalty: 5253.569336
	Iteration 3Q: 3 clusters Score -5153216 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -5153669.500000 Penalty: 5253.569336
	Iteration 4Q: 3 clusters Score -5153670 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -5154214.000000 Penalty: 5253.569336
	Iteration 5Q: 3 clusters Score -5154214 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -5154878.500000 Penalty: 5253.569336
	Iteration 6Q: 3 clusters Score -5154878 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5155859.500000 Penalty: 5253.569336
	Iteration 7Q: 3 clusters Score -5155860 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -5157235.500000 Penalty: 5253.569336
	Iteration 8F: 3 clusters Score -5157236 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -5158966.500000 Penalty: 5253.569336
	Iteration 9F: 3 clusters Score -5158966 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -5160921.000000 Penalty: 5253.569336
	Iteration 10F: 3 clusters Score -5160921 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -5162794.000000 Penalty: 5253.569336
	Iteration 11F: 3 clusters Score -5162794 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5164298.000000 Penalty: 5253.569336
	Iteration 12Q: 3 clusters Score -5164298 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5165417.500000 Penalty: 5253.569336
	Iteration 13Q: 3 clusters Score -5165418 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5166074.500000 Penalty: 5253.569336
	Iteration 14Q: 3 clusters Score -5166074 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5166454.000000 Penalty: 5253.569336
	Iteration 15Q: 3 clusters Score -5166454 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5166678.500000 Penalty: 5253.569336
	Iteration 16Q: 3 clusters Score -5166678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5166802.000000 Penalty: 5253.569336
	Iteration 17Q: 3 clusters Score -5166802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5166881.000000 Penalty: 5253.569336
	Iteration 18Q: 3 clusters Score -5166881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5166923.500000 Penalty: 5253.569336
	Iteration 19Q: 3 clusters Score -5166924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5166952.000000 Penalty: 5253.569336
	Iteration 20F: 3 clusters Score -5166952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5166961.000000 Penalty: 5253.569336
	Iteration 21Q: 3 clusters Score -5166961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5166978.500000 Penalty: 5253.569336
	Iteration 22Q: 3 clusters Score -5166978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5166995.500000 Penalty: 5253.569336
	Iteration 23Q: 3 clusters Score -5166996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5167007.000000 Penalty: 5253.569336
	Iteration 24Q: 3 clusters Score -5167007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5167027.000000 Penalty: 5253.569336
	Iteration 25Q: 3 clusters Score -5167027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5167045.000000 Penalty: 5253.569336
	Iteration 26Q: 3 clusters Score -5167045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5167058.500000 Penalty: 5253.569336
	Iteration 27Q: 3 clusters Score -5167058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5167065.000000 Penalty: 5253.569336
	Iteration 28Q: 3 clusters Score -5167065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5167070.000000 Penalty: 5253.569336
	Iteration 29Q: 3 clusters Score -5167070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5167072.500000 Penalty: 5253.569336
	Iteration 30Q: 3 clusters Score -5167072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5167073.500000 Penalty: 5253.569336
	Iteration 31Q: 3 clusters Score -5167074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5167074.500000 Penalty: 5253.569336
	Iteration 32Q: 3 clusters Score -5167074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5167073.500000 Penalty: 5253.569336
	Iteration 33Q: 3 clusters Score -5167074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5167076.500000 Penalty: 5253.569336
	Iteration 34Q: 3 clusters Score -5167076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5167076.500000 Penalty: 5253.569336
	Iteration 35F: 3 clusters Score -5167076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -393889.625000 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -393889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -390587.250000 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -390587.2 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -391424.281250 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -391424.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -391904.343750 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -391904.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -392525.062500 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -392525.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -393318.281250 Penalty: 3993.307129
	Iteration 4F: 3 clusters Score -393318.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -393851.000000 Penalty: 3993.307129
	Iteration 5F: 3 clusters Score -393851 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -394133.187500 Penalty: 3993.307129
	Iteration 6F: 3 clusters Score -394133.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -394225.750000 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -394225.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -394267.187500 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -394267.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -394283.562500 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -394283.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -394293.406250 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -394293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -394295.312500 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -394295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -394296.687500 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -394296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -394298.250000 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -394298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -394298.250000 Penalty: 3993.307129
	Iteration 14F: 3 clusters Score -394298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220792 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160442 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Mstep: Class 31 contains 1214 members 
Entering Unmasked Estep 
Score: -133249168.000000 Penalty: 106424.484375
Splitting cluster 11 changes total score from -133250176.000000 to -133249168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -92156.437500 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -92156.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90389.218750 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -90389.22 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90619.890625 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -90619.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90705.468750 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -90705.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90744.750000 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -90744.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90763.132812 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -90763.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90777.414062 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -90777.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90783.570312 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -90783.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90786.710938 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -90786.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90788.765625 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -90788.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90789.343750 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -90789.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90789.343750 Penalty: 3261.237549
	Iteration 10F: 3 clusters Score -90789.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Entering Unmasked Estep 
Score: -870408.687500 Penalty: 2173.949707
	Iteration 0F: 2 clusters Score -870408.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -864922.000000 Penalty: 4347.899414
	Iteration 0F: 3 clusters Score -864922 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -866267.875000 Penalty: 4347.899414
	Iteration 1F: 3 clusters Score -866267.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -866472.250000 Penalty: 4347.899414
	Iteration 2F: 3 clusters Score -866472.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -866609.187500 Penalty: 4347.899414
	Iteration 3Q: 3 clusters Score -866609.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -866711.437500 Penalty: 4347.899414
	Iteration 4Q: 3 clusters Score -866711.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -866785.437500 Penalty: 4347.899414
	Iteration 5Q: 3 clusters Score -866785.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -866847.062500 Penalty: 4347.899414
	Iteration 6Q: 3 clusters Score -866847.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -866897.562500 Penalty: 4347.899414
	Iteration 7Q: 3 clusters Score -866897.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -866937.000000 Penalty: 4347.899414
	Iteration 8Q: 3 clusters Score -866937 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -866964.562500 Penalty: 4347.899414
	Iteration 9Q: 3 clusters Score -866964.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -866990.812500 Penalty: 4347.899414
	Iteration 10Q: 3 clusters Score -866990.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -867018.562500 Penalty: 4347.899414
	Iteration 11Q: 3 clusters Score -867018.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -867039.750000 Penalty: 4347.899414
	Iteration 12Q: 3 clusters Score -867039.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -867064.437500 Penalty: 4347.899414
	Iteration 13Q: 3 clusters Score -867064.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -867096.062500 Penalty: 4347.899414
	Iteration 14Q: 3 clusters Score -867096.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -867142.375000 Penalty: 4347.899414
	Iteration 15Q: 3 clusters Score -867142.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -867200.437500 Penalty: 4347.899414
	Iteration 16Q: 3 clusters Score -867200.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -867270.250000 Penalty: 4347.899414
	Iteration 17Q: 3 clusters Score -867270.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -867348.750000 Penalty: 4347.899414
	Iteration 18Q: 3 clusters Score -867348.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -867438.187500 Penalty: 4347.899414
	Iteration 19Q: 3 clusters Score -867438.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -867536.562500 Penalty: 4347.899414
	Iteration 20F: 3 clusters Score -867536.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -867642.437500 Penalty: 4347.899414
	Iteration 21Q: 3 clusters Score -867642.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -867744.437500 Penalty: 4347.899414
	Iteration 22Q: 3 clusters Score -867744.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -867867.562500 Penalty: 4347.899414
	Iteration 23Q: 3 clusters Score -867867.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -867971.437500 Penalty: 4347.899414
	Iteration 24Q: 3 clusters Score -867971.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -868062.562500 Penalty: 4347.899414
	Iteration 25Q: 3 clusters Score -868062.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -868156.250000 Penalty: 4347.899414
	Iteration 26Q: 3 clusters Score -868156.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -868235.937500 Penalty: 4347.899414
	Iteration 27Q: 3 clusters Score -868235.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -868294.375000 Penalty: 4347.899414
	Iteration 28Q: 3 clusters Score -868294.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -868337.000000 Penalty: 4347.899414
	Iteration 29Q: 3 clusters Score -868337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -868360.687500 Penalty: 4347.899414
	Iteration 30Q: 3 clusters Score -868360.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -868382.500000 Penalty: 4347.899414
	Iteration 31Q: 3 clusters Score -868382.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -868400.312500 Penalty: 4347.899414
	Iteration 32Q: 3 clusters Score -868400.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -868414.250000 Penalty: 4347.899414
	Iteration 33Q: 3 clusters Score -868414.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -868426.437500 Penalty: 4347.899414
	Iteration 34Q: 3 clusters Score -868426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -868435.250000 Penalty: 4347.899414
	Iteration 35Q: 3 clusters Score -868435.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -868444.812500 Penalty: 4347.899414
	Iteration 36Q: 3 clusters Score -868444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -868454.375000 Penalty: 4347.899414
	Iteration 37Q: 3 clusters Score -868454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -868457.125000 Penalty: 4347.899414
	Iteration 38Q: 3 clusters Score -868457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -868457.125000 Penalty: 4347.899414
	Iteration 39F: 3 clusters Score -868457.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Entering Unmasked Estep 
Score: -1389648.500000 Penalty: 2298.614990
	Iteration 0F: 2 clusters Score -1389648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1381549.500000 Penalty: 4597.229980
	Iteration 0F: 3 clusters Score -1381550 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1383960.125000 Penalty: 4597.229980
	Iteration 1F: 3 clusters Score -1383960 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1384272.250000 Penalty: 4597.229980
	Iteration 2F: 3 clusters Score -1384272 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1384502.500000 Penalty: 4597.229980
	Iteration 3Q: 3 clusters Score -1384502 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1384686.000000 Penalty: 4597.229980
	Iteration 4Q: 3 clusters Score -1384686 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1384836.000000 Penalty: 4597.229980
	Iteration 5Q: 3 clusters Score -1384836 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1384973.250000 Penalty: 4597.229980
	Iteration 6Q: 3 clusters Score -1384973 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1385098.625000 Penalty: 4597.229980
	Iteration 7Q: 3 clusters Score -1385099 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1385239.125000 Penalty: 4597.229980
	Iteration 8Q: 3 clusters Score -1385239 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1385407.250000 Penalty: 4597.229980
	Iteration 9Q: 3 clusters Score -1385407 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1385610.500000 Penalty: 4597.229980
	Iteration 10Q: 3 clusters Score -1385610 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1385832.250000 Penalty: 4597.229980
	Iteration 11Q: 3 clusters Score -1385832 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1386059.250000 Penalty: 4597.229980
	Iteration 12Q: 3 clusters Score -1386059 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1386284.375000 Penalty: 4597.229980
	Iteration 13Q: 3 clusters Score -1386284 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1386471.750000 Penalty: 4597.229980
	Iteration 14Q: 3 clusters Score -1386472 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1386636.500000 Penalty: 4597.229980
	Iteration 15Q: 3 clusters Score -1386636 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1386772.000000 Penalty: 4597.229980
	Iteration 16Q: 3 clusters Score -1386772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1386912.125000 Penalty: 4597.229980
	Iteration 17Q: 3 clusters Score -1386912 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1387017.375000 Penalty: 4597.229980
	Iteration 18Q: 3 clusters Score -1387017 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1387109.250000 Penalty: 4597.229980
	Iteration 19Q: 3 clusters Score -1387109 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1387188.250000 Penalty: 4597.229980
	Iteration 20F: 3 clusters Score -1387188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1387251.625000 Penalty: 4597.229980
	Iteration 21Q: 3 clusters Score -1387252 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1387319.875000 Penalty: 4597.229980
	Iteration 22Q: 3 clusters Score -1387320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1387368.375000 Penalty: 4597.229980
	Iteration 23Q: 3 clusters Score -1387368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1387411.250000 Penalty: 4597.229980
	Iteration 24Q: 3 clusters Score -1387411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1387434.375000 Penalty: 4597.229980
	Iteration 25Q: 3 clusters Score -1387434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1387451.125000 Penalty: 4597.229980
	Iteration 26Q: 3 clusters Score -1387451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1387465.500000 Penalty: 4597.229980
	Iteration 27Q: 3 clusters Score -1387466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1387479.250000 Penalty: 4597.229980
	Iteration 28Q: 3 clusters Score -1387479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1387490.750000 Penalty: 4597.229980
	Iteration 29Q: 3 clusters Score -1387491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1387500.000000 Penalty: 4597.229980
	Iteration 30Q: 3 clusters Score -1387500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1387511.750000 Penalty: 4597.229980
	Iteration 31Q: 3 clusters Score -1387512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1387518.500000 Penalty: 4597.229980
	Iteration 32Q: 3 clusters Score -1387518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1387522.125000 Penalty: 4597.229980
	Iteration 33Q: 3 clusters Score -1387522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1387526.000000 Penalty: 4597.229980
	Iteration 34Q: 3 clusters Score -1387526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1387530.625000 Penalty: 4597.229980
	Iteration 35Q: 3 clusters Score -1387531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1387539.750000 Penalty: 4597.229980
	Iteration 36Q: 3 clusters Score -1387540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1387546.875000 Penalty: 4597.229980
	Iteration 37Q: 3 clusters Score -1387547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1387553.500000 Penalty: 4597.229980
	Iteration 38Q: 3 clusters Score -1387554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1387562.625000 Penalty: 4597.229980
	Iteration 39Q: 3 clusters Score -1387563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1387569.625000 Penalty: 4597.229980
	Iteration 40F: 3 clusters Score -1387570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1387576.375000 Penalty: 4597.229980
	Iteration 41Q: 3 clusters Score -1387576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1387581.000000 Penalty: 4597.229980
	Iteration 42Q: 3 clusters Score -1387581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1387583.500000 Penalty: 4597.229980
	Iteration 43Q: 3 clusters Score -1387584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1387591.250000 Penalty: 4597.229980
	Iteration 44Q: 3 clusters Score -1387591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1387601.750000 Penalty: 4597.229980
	Iteration 45Q: 3 clusters Score -1387602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1387612.125000 Penalty: 4597.229980
	Iteration 46Q: 3 clusters Score -1387612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1387619.000000 Penalty: 4597.229980
	Iteration 47Q: 3 clusters Score -1387619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1387617.125000 Penalty: 4597.229980
	Iteration 48Q: 3 clusters Score -1387617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1387618.625000 Penalty: 4597.229980
	Iteration 49Q: 3 clusters Score -1387619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1387620.125000 Penalty: 4597.229980
	Iteration 50Q: 3 clusters Score -1387620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1387619.500000 Penalty: 4597.229980
	Iteration 51Q: 3 clusters Score -1387620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1387622.750000 Penalty: 4597.229980
	Iteration 52Q: 3 clusters Score -1387623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1387625.125000 Penalty: 4597.229980
	Iteration 53Q: 3 clusters Score -1387625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1387627.125000 Penalty: 4597.229980
	Iteration 54Q: 3 clusters Score -1387627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1387629.750000 Penalty: 4597.229980
	Iteration 55Q: 3 clusters Score -1387630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1387629.375000 Penalty: 4597.229980
	Iteration 56Q: 3 clusters Score -1387629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1387630.375000 Penalty: 4597.229980
	Iteration 57Q: 3 clusters Score -1387630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1387633.250000 Penalty: 4597.229980
	Iteration 58Q: 3 clusters Score -1387633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1387633.250000 Penalty: 4597.229980
	Iteration 59F: 3 clusters Score -1387633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Entering Unmasked Estep 
Score: -5862728.000000 Penalty: 2669.532471
	Iteration 0F: 2 clusters Score -5862728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5830776.000000 Penalty: 5339.064941
	Iteration 0F: 3 clusters Score -5830776 nChanged 21884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -5842994.000000 Penalty: 5339.064941
	Iteration 1F: 3 clusters Score -5842994 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -5843612.500000 Penalty: 5339.064941
	Iteration 2Q: 3 clusters Score -5843612 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -5844365.000000 Penalty: 5339.064941
	Iteration 3Q: 3 clusters Score -5844365 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -5845312.500000 Penalty: 5339.064941
	Iteration 4Q: 3 clusters Score -5845312 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -5846476.000000 Penalty: 5339.064941
	Iteration 5Q: 3 clusters Score -5846476 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5847866.000000 Penalty: 5339.064941
	Iteration 6F: 3 clusters Score -5847866 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -5849605.500000 Penalty: 5339.064941
	Iteration 7F: 3 clusters Score -5849606 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -5851584.500000 Penalty: 5339.064941
	Iteration 8F: 3 clusters Score -5851584 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5853419.000000 Penalty: 5339.064941
	Iteration 9F: 3 clusters Score -5853419 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -5854717.500000 Penalty: 5339.064941
	Iteration 10Q: 3 clusters Score -5854718 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -5855417.500000 Penalty: 5339.064941
	Iteration 11Q: 3 clusters Score -5855418 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -5855810.000000 Penalty: 5339.064941
	Iteration 12Q: 3 clusters Score -5855810 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -5856051.000000 Penalty: 5339.064941
	Iteration 13Q: 3 clusters Score -5856051 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -5856239.000000 Penalty: 5339.064941
	Iteration 14Q: 3 clusters Score -5856239 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5856389.000000 Penalty: 5339.064941
	Iteration 15Q: 3 clusters Score -5856389 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -5856552.500000 Penalty: 5339.064941
	Iteration 16Q: 3 clusters Score -5856552 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -5856668.500000 Penalty: 5339.064941
	Iteration 17Q: 3 clusters Score -5856668 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -5856793.000000 Penalty: 5339.064941
	Iteration 18Q: 3 clusters Score -5856793 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -5856902.500000 Penalty: 5339.064941
	Iteration 19Q: 3 clusters Score -5856902 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5856974.500000 Penalty: 5339.064941
	Iteration 20F: 3 clusters Score -5856974 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -5857041.500000 Penalty: 5339.064941
	Iteration 21Q: 3 clusters Score -5857042 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5857119.000000 Penalty: 5339.064941
	Iteration 22Q: 3 clusters Score -5857119 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -5857215.500000 Penalty: 5339.064941
	Iteration 23Q: 3 clusters Score -5857216 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -5857322.500000 Penalty: 5339.064941
	Iteration 24Q: 3 clusters Score -5857322 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -5857404.500000 Penalty: 5339.064941
	Iteration 25Q: 3 clusters Score -5857404 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -5857460.500000 Penalty: 5339.064941
	Iteration 26Q: 3 clusters Score -5857460 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -5857540.500000 Penalty: 5339.064941
	Iteration 27Q: 3 clusters Score -5857540 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5857627.500000 Penalty: 5339.064941
	Iteration 28Q: 3 clusters Score -5857628 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5857709.000000 Penalty: 5339.064941
	Iteration 29Q: 3 clusters Score -5857709 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5857806.500000 Penalty: 5339.064941
	Iteration 30Q: 3 clusters Score -5857806 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5857917.000000 Penalty: 5339.064941
	Iteration 31Q: 3 clusters Score -5857917 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -5857984.000000 Penalty: 5339.064941
	Iteration 32Q: 3 clusters Score -5857984 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -5858073.000000 Penalty: 5339.064941
	Iteration 33Q: 3 clusters Score -5858073 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -5858148.000000 Penalty: 5339.064941
	Iteration 34Q: 3 clusters Score -5858148 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5858279.500000 Penalty: 5339.064941
	Iteration 35Q: 3 clusters Score -5858280 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5858393.500000 Penalty: 5339.064941
	Iteration 36Q: 3 clusters Score -5858394 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -5858507.000000 Penalty: 5339.064941
	Iteration 37Q: 3 clusters Score -5858507 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -5858643.500000 Penalty: 5339.064941
	Iteration 38Q: 3 clusters Score -5858644 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5858754.000000 Penalty: 5339.064941
	Iteration 39Q: 3 clusters Score -5858754 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -5858819.500000 Penalty: 5339.064941
	Iteration 40F: 3 clusters Score -5858820 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5858951.500000 Penalty: 5339.064941
	Iteration 41Q: 3 clusters Score -5858952 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5859072.000000 Penalty: 5339.064941
	Iteration 42Q: 3 clusters Score -5859072 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -5859192.000000 Penalty: 5339.064941
	Iteration 43Q: 3 clusters Score -5859192 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5859340.500000 Penalty: 5339.064941
	Iteration 44Q: 3 clusters Score -5859340 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -5859467.000000 Penalty: 5339.064941
	Iteration 45Q: 3 clusters Score -5859467 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -5859590.500000 Penalty: 5339.064941
	Iteration 46Q: 3 clusters Score -5859590 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -5859707.500000 Penalty: 5339.064941
	Iteration 47Q: 3 clusters Score -5859708 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -5859824.000000 Penalty: 5339.064941
	Iteration 48Q: 3 clusters Score -5859824 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -5860002.500000 Penalty: 5339.064941
	Iteration 49Q: 3 clusters Score -5860002 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5860233.000000 Penalty: 5339.064941
	Iteration 50Q: 3 clusters Score -5860233 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -5860527.500000 Penalty: 5339.064941
	Iteration 51Q: 3 clusters Score -5860528 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -5860774.000000 Penalty: 5339.064941
	Iteration 52Q: 3 clusters Score -5860774 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -5860914.000000 Penalty: 5339.064941
	Iteration 53Q: 3 clusters Score -5860914 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -5860982.000000 Penalty: 5339.064941
	Iteration 54Q: 3 clusters Score -5860982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -5861003.500000 Penalty: 5339.064941
	Iteration 55Q: 3 clusters Score -5861004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -5861022.500000 Penalty: 5339.064941
	Iteration 56Q: 3 clusters Score -5861022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -5861030.000000 Penalty: 5339.064941
	Iteration 57Q: 3 clusters Score -5861030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -5861031.500000 Penalty: 5339.064941
	Iteration 58Q: 3 clusters Score -5861032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5861031.000000 Penalty: 5339.064941
	Iteration 59Q: 3 clusters Score -5861031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -5861031.500000 Penalty: 5339.064941
	Iteration 60F: 3 clusters Score -5861032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -5861026.000000 Penalty: 5339.064941
	Iteration 61Q: 3 clusters Score -5861026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5861036.500000 Penalty: 5339.064941
	Iteration 62Q: 3 clusters Score -5861036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5861034.500000 Penalty: 5339.064941
	Iteration 63Q: 3 clusters Score -5861034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -5861041.500000 Penalty: 5339.064941
	Iteration 64Q: 3 clusters Score -5861042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -5861041.000000 Penalty: 5339.064941
	Iteration 65Q: 3 clusters Score -5861041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -5861037.000000 Penalty: 5339.064941
	Iteration 66Q: 3 clusters Score -5861037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5861042.000000 Penalty: 5339.064941
	Iteration 67Q: 3 clusters Score -5861042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -5861042.500000 Penalty: 5339.064941
	Iteration 68Q: 3 clusters Score -5861042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5861041.500000 Penalty: 5339.064941
	Iteration 69Q: 3 clusters Score -5861042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -5861045.500000 Penalty: 5339.064941
	Iteration 70Q: 3 clusters Score -5861046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -5861048.000000 Penalty: 5339.064941
	Iteration 71Q: 3 clusters Score -5861048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -5861047.000000 Penalty: 5339.064941
	Iteration 72Q: 3 clusters Score -5861047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -5861050.500000 Penalty: 5339.064941
	Iteration 73Q: 3 clusters Score -5861050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -5861055.500000 Penalty: 5339.064941
	Iteration 74Q: 3 clusters Score -5861056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -5861052.500000 Penalty: 5339.064941
	Iteration 75Q: 3 clusters Score -5861052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -5861044.500000 Penalty: 5339.064941
	Iteration 76Q: 3 clusters Score -5861044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -5861043.000000 Penalty: 5339.064941
	Iteration 77Q: 3 clusters Score -5861043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -5861046.500000 Penalty: 5339.064941
	Iteration 78Q: 3 clusters Score -5861046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -5861046.500000 Penalty: 5339.064941
	Iteration 79F: 3 clusters Score -5861046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Entering Unmasked Estep 
Score: -3994969.250000 Penalty: 2553.760010
	Iteration 0F: 2 clusters Score -3994969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3974663.000000 Penalty: 5107.520020
	Iteration 0F: 3 clusters Score -3974663 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3981708.250000 Penalty: 5107.520020
	Iteration 1F: 3 clusters Score -3981708 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3982177.750000 Penalty: 5107.520020
	Iteration 2Q: 3 clusters Score -3982178 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3982610.250000 Penalty: 5107.520020
	Iteration 3Q: 3 clusters Score -3982610 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3983050.500000 Penalty: 5107.520020
	Iteration 4Q: 3 clusters Score -3983050 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3983643.500000 Penalty: 5107.520020
	Iteration 5Q: 3 clusters Score -3983644 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3984508.750000 Penalty: 5107.520020
	Iteration 6F: 3 clusters Score -3984509 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3985718.500000 Penalty: 5107.520020
	Iteration 7F: 3 clusters Score -3985718 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3987224.250000 Penalty: 5107.520020
	Iteration 8F: 3 clusters Score -3987224 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3988878.500000 Penalty: 5107.520020
	Iteration 9F: 3 clusters Score -3988878 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3990334.500000 Penalty: 5107.520020
	Iteration 10F: 3 clusters Score -3990334 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3991413.000000 Penalty: 5107.520020
	Iteration 11Q: 3 clusters Score -3991413 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3992013.000000 Penalty: 5107.520020
	Iteration 12Q: 3 clusters Score -3992013 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3992352.500000 Penalty: 5107.520020
	Iteration 13Q: 3 clusters Score -3992352 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3992493.750000 Penalty: 5107.520020
	Iteration 14Q: 3 clusters Score -3992494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3992596.250000 Penalty: 5107.520020
	Iteration 15Q: 3 clusters Score -3992596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3992640.000000 Penalty: 5107.520020
	Iteration 16Q: 3 clusters Score -3992640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3992667.500000 Penalty: 5107.520020
	Iteration 17Q: 3 clusters Score -3992668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3992689.750000 Penalty: 5107.520020
	Iteration 18Q: 3 clusters Score -3992690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3992707.000000 Penalty: 5107.520020
	Iteration 19Q: 3 clusters Score -3992707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -3992725.250000 Penalty: 5107.520020
	Iteration 20F: 3 clusters Score -3992725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3992732.250000 Penalty: 5107.520020
	Iteration 21Q: 3 clusters Score -3992732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3992736.750000 Penalty: 5107.520020
	Iteration 22Q: 3 clusters Score -3992737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3992738.000000 Penalty: 5107.520020
	Iteration 23Q: 3 clusters Score -3992738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3992748.250000 Penalty: 5107.520020
	Iteration 24Q: 3 clusters Score -3992748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3992750.250000 Penalty: 5107.520020
	Iteration 25Q: 3 clusters Score -3992750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3992757.500000 Penalty: 5107.520020
	Iteration 26Q: 3 clusters Score -3992758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3992763.500000 Penalty: 5107.520020
	Iteration 27Q: 3 clusters Score -3992764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3992765.750000 Penalty: 5107.520020
	Iteration 28Q: 3 clusters Score -3992766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3992767.750000 Penalty: 5107.520020
	Iteration 29Q: 3 clusters Score -3992768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3992766.500000 Penalty: 5107.520020
	Iteration 30Q: 3 clusters Score -3992766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3992774.500000 Penalty: 5107.520020
	Iteration 31Q: 3 clusters Score -3992774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3992775.000000 Penalty: 5107.520020
	Iteration 32Q: 3 clusters Score -3992775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3992775.000000 Penalty: 5107.520020
	Iteration 33F: 3 clusters Score -3992775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Entering Unmasked Estep 
Score: -7284642.000000 Penalty: 2704.986328
	Iteration 0F: 2 clusters Score -7284642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -7248031.000000 Penalty: 5409.972656
	Iteration 0F: 3 clusters Score -7248031 nChanged 25213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -7261843.000000 Penalty: 5409.972656
	Iteration 1F: 3 clusters Score -7261843 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -7262534.500000 Penalty: 5409.972656
	Iteration 2Q: 3 clusters Score -7262534 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -7263311.000000 Penalty: 5409.972656
	Iteration 3Q: 3 clusters Score -7263311 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -7264343.500000 Penalty: 5409.972656
	Iteration 4Q: 3 clusters Score -7264344 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -7265830.500000 Penalty: 5409.972656
	Iteration 5F: 3 clusters Score -7265830 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -7268101.000000 Penalty: 5409.972656
	Iteration 6F: 3 clusters Score -7268101 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -7270976.000000 Penalty: 5409.972656
	Iteration 7F: 3 clusters Score -7270976 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -7274365.500000 Penalty: 5409.972656
	Iteration 8F: 3 clusters Score -7274366 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -7277540.500000 Penalty: 5409.972656
	Iteration 9F: 3 clusters Score -7277540 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -7279559.500000 Penalty: 5409.972656
	Iteration 10Q: 3 clusters Score -7279560 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -7280502.000000 Penalty: 5409.972656
	Iteration 11Q: 3 clusters Score -7280502 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -7280904.500000 Penalty: 5409.972656
	Iteration 12Q: 3 clusters Score -7280904 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -7281122.500000 Penalty: 5409.972656
	Iteration 13Q: 3 clusters Score -7281122 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -7281285.500000 Penalty: 5409.972656
	Iteration 14Q: 3 clusters Score -7281286 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -7281405.500000 Penalty: 5409.972656
	Iteration 15Q: 3 clusters Score -7281406 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -7281499.000000 Penalty: 5409.972656
	Iteration 16Q: 3 clusters Score -7281499 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -7281547.500000 Penalty: 5409.972656
	Iteration 17Q: 3 clusters Score -7281548 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -7281586.000000 Penalty: 5409.972656
	Iteration 18Q: 3 clusters Score -7281586 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -7281672.000000 Penalty: 5409.972656
	Iteration 19Q: 3 clusters Score -7281672 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -7281735.000000 Penalty: 5409.972656
	Iteration 20F: 3 clusters Score -7281735 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -7281800.500000 Penalty: 5409.972656
	Iteration 21Q: 3 clusters Score -7281800 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -7281851.000000 Penalty: 5409.972656
	Iteration 22Q: 3 clusters Score -7281851 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -7281908.000000 Penalty: 5409.972656
	Iteration 23Q: 3 clusters Score -7281908 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -7281932.000000 Penalty: 5409.972656
	Iteration 24Q: 3 clusters Score -7281932 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -7281974.000000 Penalty: 5409.972656
	Iteration 25Q: 3 clusters Score -7281974 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -7281993.500000 Penalty: 5409.972656
	Iteration 26Q: 3 clusters Score -7281994 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -7282010.000000 Penalty: 5409.972656
	Iteration 27Q: 3 clusters Score -7282010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -7282010.500000 Penalty: 5409.972656
	Iteration 28Q: 3 clusters Score -7282010 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -7282052.000000 Penalty: 5409.972656
	Iteration 29Q: 3 clusters Score -7282052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -7282086.500000 Penalty: 5409.972656
	Iteration 30Q: 3 clusters Score -7282086 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -7282094.000000 Penalty: 5409.972656
	Iteration 31Q: 3 clusters Score -7282094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -7282119.000000 Penalty: 5409.972656
	Iteration 32Q: 3 clusters Score -7282119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -7282137.000000 Penalty: 5409.972656
	Iteration 33Q: 3 clusters Score -7282137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -7282168.000000 Penalty: 5409.972656
	Iteration 34Q: 3 clusters Score -7282168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -7282168.000000 Penalty: 5409.972656
	Iteration 35Q: 3 clusters Score -7282168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -7282160.000000 Penalty: 5409.972656
	Iteration 36Q: 3 clusters Score -7282160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -7282193.000000 Penalty: 5409.972656
	Iteration 37Q: 3 clusters Score -7282193 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -7282208.500000 Penalty: 5409.972656
	Iteration 38Q: 3 clusters Score -7282208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -7282222.000000 Penalty: 5409.972656
	Iteration 39Q: 3 clusters Score -7282222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -7282257.000000 Penalty: 5409.972656
	Iteration 40F: 3 clusters Score -7282257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -7282255.500000 Penalty: 5409.972656
	Iteration 41Q: 3 clusters Score -7282256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -7282254.500000 Penalty: 5409.972656
	Iteration 42Q: 3 clusters Score -7282254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -7282269.500000 Penalty: 5409.972656
	Iteration 43Q: 3 clusters Score -7282270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7282278.000000 Penalty: 5409.972656
	Iteration 44Q: 3 clusters Score -7282278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -7282278.500000 Penalty: 5409.972656
	Iteration 45Q: 3 clusters Score -7282278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -7282288.000000 Penalty: 5409.972656
	Iteration 46Q: 3 clusters Score -7282288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -7282294.000000 Penalty: 5409.972656
	Iteration 47Q: 3 clusters Score -7282294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -7282312.000000 Penalty: 5409.972656
	Iteration 48Q: 3 clusters Score -7282312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -7282313.500000 Penalty: 5409.972656
	Iteration 49Q: 3 clusters Score -7282314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -7282320.000000 Penalty: 5409.972656
	Iteration 50Q: 3 clusters Score -7282320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -7282330.500000 Penalty: 5409.972656
	Iteration 51Q: 3 clusters Score -7282330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -7282326.000000 Penalty: 5409.972656
	Iteration 52Q: 3 clusters Score -7282326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -7282325.500000 Penalty: 5409.972656
	Iteration 53Q: 3 clusters Score -7282326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -7282329.500000 Penalty: 5409.972656
	Iteration 54Q: 3 clusters Score -7282330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -7282329.500000 Penalty: 5409.972656
	Iteration 55Q: 3 clusters Score -7282330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -7282328.000000 Penalty: 5409.972656
	Iteration 56Q: 3 clusters Score -7282328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -7282331.000000 Penalty: 5409.972656
	Iteration 57Q: 3 clusters Score -7282331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -7282334.500000 Penalty: 5409.972656
	Iteration 58Q: 3 clusters Score -7282334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -7282332.500000 Penalty: 5409.972656
	Iteration 59Q: 3 clusters Score -7282332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -7282337.500000 Penalty: 5409.972656
	Iteration 60F: 3 clusters Score -7282338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -7282340.500000 Penalty: 5409.972656
	Iteration 61Q: 3 clusters Score -7282340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -7282344.500000 Penalty: 5409.972656
	Iteration 62Q: 3 clusters Score -7282344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -7282354.000000 Penalty: 5409.972656
	Iteration 63Q: 3 clusters Score -7282354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -7282355.500000 Penalty: 5409.972656
	Iteration 64Q: 3 clusters Score -7282356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -7282355.500000 Penalty: 5409.972656
	Iteration 65Q: 3 clusters Score -7282356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -7282355.000000 Penalty: 5409.972656
	Iteration 66Q: 3 clusters Score -7282355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -7282353.500000 Penalty: 5409.972656
	Iteration 67Q: 3 clusters Score -7282354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -7282351.500000 Penalty: 5409.972656
	Iteration 68Q: 3 clusters Score -7282352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -7282355.000000 Penalty: 5409.972656
	Iteration 69Q: 3 clusters Score -7282355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -7282368.500000 Penalty: 5409.972656
	Iteration 70Q: 3 clusters Score -7282368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -7282360.000000 Penalty: 5409.972656
	Iteration 71Q: 3 clusters Score -7282360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -7282377.500000 Penalty: 5409.972656
	Iteration 72Q: 3 clusters Score -7282378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -7282382.000000 Penalty: 5409.972656
	Iteration 73Q: 3 clusters Score -7282382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -7282379.500000 Penalty: 5409.972656
	Iteration 74Q: 3 clusters Score -7282380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -7282377.000000 Penalty: 5409.972656
	Iteration 75Q: 3 clusters Score -7282377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -7282388.000000 Penalty: 5409.972656
	Iteration 76Q: 3 clusters Score -7282388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -7282384.000000 Penalty: 5409.972656
	Iteration 77Q: 3 clusters Score -7282384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -7282387.000000 Penalty: 5409.972656
	Iteration 78Q: 3 clusters Score -7282387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -7282394.500000 Penalty: 5409.972656
	Iteration 79Q: 3 clusters Score -7282394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -7282394.500000 Penalty: 5409.972656
	Iteration 80F: 3 clusters Score -7282394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26907.894531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -26907.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25786.824219 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -25786.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25940.126953 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -25940.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26004.748047 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -26004.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -26074.546875 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -26074.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26087.572266 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -26087.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26097.767578 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -26097.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26097.767578 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -26097.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (160442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160442 members 
Entering Unmasked Estep 
Score: -21329784.000000 Penalty: 2972.450684
	Iteration 0F: 2 clusters Score -2.132978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -21223332.000000 Penalty: 5944.901367
	Iteration 0F: 3 clusters Score -2.122333e+07 nChanged 76742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 77567 members 
Entering Unmasked Estep 
Score: -21267850.000000 Penalty: 5944.901367
	Iteration 1F: 3 clusters Score -2.126785e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -21269120.000000 Penalty: 5944.901367
	Iteration 2Q: 3 clusters Score -2.126912e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -21271056.000000 Penalty: 5944.901367
	Iteration 3Q: 3 clusters Score -2.127106e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -21273848.000000 Penalty: 5944.901367
	Iteration 4Q: 3 clusters Score -2.127385e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -21277782.000000 Penalty: 5944.901367
	Iteration 5Q: 3 clusters Score -2.127778e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99724 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -21283142.000000 Penalty: 5944.901367
	Iteration 6F: 3 clusters Score -2.128314e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -21289160.000000 Penalty: 5944.901367
	Iteration 7F: 3 clusters Score -2.128916e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -21294874.000000 Penalty: 5944.901367
	Iteration 8F: 3 clusters Score -2.129487e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119803 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -21300088.000000 Penalty: 5944.901367
	Iteration 9F: 3 clusters Score -2.130009e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126327 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -21304798.000000 Penalty: 5944.901367
	Iteration 10Q: 3 clusters Score -2.13048e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -21309126.000000 Penalty: 5944.901367
	Iteration 11Q: 3 clusters Score -2.130913e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138031 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -21312952.000000 Penalty: 5944.901367
	Iteration 12Q: 3 clusters Score -2.131295e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -21316294.000000 Penalty: 5944.901367
	Iteration 13Q: 3 clusters Score -2.131629e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147319 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -21319174.000000 Penalty: 5944.901367
	Iteration 14Q: 3 clusters Score -2.131917e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150746 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -21321482.000000 Penalty: 5944.901367
	Iteration 15Q: 3 clusters Score -2.132148e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153386 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -21323342.000000 Penalty: 5944.901367
	Iteration 16Q: 3 clusters Score -2.132334e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155315 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -21324446.000000 Penalty: 5944.901367
	Iteration 17Q: 3 clusters Score -2.132445e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156672 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -21325256.000000 Penalty: 5944.901367
	Iteration 18Q: 3 clusters Score -2.132526e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21325842.000000 Penalty: 5944.901367
	Iteration 19Q: 3 clusters Score -2.132584e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -21326262.000000 Penalty: 5944.901367
	Iteration 20F: 3 clusters Score -2.132626e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158747 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21326560.000000 Penalty: 5944.901367
	Iteration 21Q: 3 clusters Score -2.132656e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159042 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -21326702.000000 Penalty: 5944.901367
	Iteration 22Q: 3 clusters Score -2.13267e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159239 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21326838.000000 Penalty: 5944.901367
	Iteration 23Q: 3 clusters Score -2.132684e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -21326918.000000 Penalty: 5944.901367
	Iteration 24Q: 3 clusters Score -2.132692e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -21327014.000000 Penalty: 5944.901367
	Iteration 25Q: 3 clusters Score -2.132701e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -21327074.000000 Penalty: 5944.901367
	Iteration 26Q: 3 clusters Score -2.132707e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159611 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21327088.000000 Penalty: 5944.901367
	Iteration 27Q: 3 clusters Score -2.132709e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -21327120.000000 Penalty: 5944.901367
	Iteration 28Q: 3 clusters Score -2.132712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159655 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -21327148.000000 Penalty: 5944.901367
	Iteration 29Q: 3 clusters Score -2.132715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -21327166.000000 Penalty: 5944.901367
	Iteration 30Q: 3 clusters Score -2.132717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -21327170.000000 Penalty: 5944.901367
	Iteration 31Q: 3 clusters Score -2.132717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21327170.000000 Penalty: 5944.901367
	Iteration 32Q: 3 clusters Score -2.132717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159711 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -21327182.000000 Penalty: 5944.901367
	Iteration 33Q: 3 clusters Score -2.132718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -21327184.000000 Penalty: 5944.901367
	Iteration 34Q: 3 clusters Score -2.132718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159728 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -21327180.000000 Penalty: 5944.901367
	Iteration 35Q: 3 clusters Score -2.132718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159741 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21327188.000000 Penalty: 5944.901367
	Iteration 36Q: 3 clusters Score -2.132719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159751 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -21327172.000000 Penalty: 5944.901367
	Iteration 37Q: 3 clusters Score -2.132717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21327172.000000 Penalty: 5944.901367
	Iteration 38Q: 3 clusters Score -2.132717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21327206.000000 Penalty: 5944.901367
	Iteration 39Q: 3 clusters Score -2.132721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159777 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21327204.000000 Penalty: 5944.901367
	Iteration 40F: 3 clusters Score -2.13272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21327210.000000 Penalty: 5944.901367
	Iteration 41Q: 3 clusters Score -2.132721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159790 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21327210.000000 Penalty: 5944.901367
	Iteration 42Q: 3 clusters Score -2.132721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21327220.000000 Penalty: 5944.901367
	Iteration 43Q: 3 clusters Score -2.132722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21327214.000000 Penalty: 5944.901367
	Iteration 44Q: 3 clusters Score -2.132721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159790 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21327226.000000 Penalty: 5944.901367
	Iteration 45Q: 3 clusters Score -2.132723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159789 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21327234.000000 Penalty: 5944.901367
	Iteration 46Q: 3 clusters Score -2.132723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159788 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21327216.000000 Penalty: 5944.901367
	Iteration 47Q: 3 clusters Score -2.132722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159788 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21327216.000000 Penalty: 5944.901367
	Iteration 48F: 3 clusters Score -2.132722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Entering Unmasked Estep 
Score: -2685455.250000 Penalty: 2455.245117
	Iteration 0F: 2 clusters Score -2685455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2671423.000000 Penalty: 4910.490234
	Iteration 0F: 3 clusters Score -2671423 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2676064.000000 Penalty: 4910.490234
	Iteration 1F: 3 clusters Score -2676064 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2676503.500000 Penalty: 4910.490234
	Iteration 2F: 3 clusters Score -2676504 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2676879.250000 Penalty: 4910.490234
	Iteration 3Q: 3 clusters Score -2676879 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2677172.000000 Penalty: 4910.490234
	Iteration 4Q: 3 clusters Score -2677172 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2677450.500000 Penalty: 4910.490234
	Iteration 5Q: 3 clusters Score -2677450 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2677661.500000 Penalty: 4910.490234
	Iteration 6Q: 3 clusters Score -2677662 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2677880.250000 Penalty: 4910.490234
	Iteration 7Q: 3 clusters Score -2677880 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2678099.750000 Penalty: 4910.490234
	Iteration 8Q: 3 clusters Score -2678100 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2678329.000000 Penalty: 4910.490234
	Iteration 9Q: 3 clusters Score -2678329 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2678589.500000 Penalty: 4910.490234
	Iteration 10Q: 3 clusters Score -2678590 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2678922.500000 Penalty: 4910.490234
	Iteration 11Q: 3 clusters Score -2678922 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2679353.000000 Penalty: 4910.490234
	Iteration 12Q: 3 clusters Score -2679353 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2679890.500000 Penalty: 4910.490234
	Iteration 13Q: 3 clusters Score -2679890 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2680475.000000 Penalty: 4910.490234
	Iteration 14Q: 3 clusters Score -2680475 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2681167.000000 Penalty: 4910.490234
	Iteration 15F: 3 clusters Score -2681167 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2681849.250000 Penalty: 4910.490234
	Iteration 16Q: 3 clusters Score -2681849 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2682465.500000 Penalty: 4910.490234
	Iteration 17Q: 3 clusters Score -2682466 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2683010.250000 Penalty: 4910.490234
	Iteration 18Q: 3 clusters Score -2683010 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2683472.500000 Penalty: 4910.490234
	Iteration 19Q: 3 clusters Score -2683472 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2683783.750000 Penalty: 4910.490234
	Iteration 20F: 3 clusters Score -2683784 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2684027.750000 Penalty: 4910.490234
	Iteration 21Q: 3 clusters Score -2684028 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2684219.250000 Penalty: 4910.490234
	Iteration 22Q: 3 clusters Score -2684219 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2684386.000000 Penalty: 4910.490234
	Iteration 23Q: 3 clusters Score -2684386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2684500.250000 Penalty: 4910.490234
	Iteration 24Q: 3 clusters Score -2684500 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2684578.250000 Penalty: 4910.490234
	Iteration 25Q: 3 clusters Score -2684578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2684651.500000 Penalty: 4910.490234
	Iteration 26Q: 3 clusters Score -2684652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2684700.750000 Penalty: 4910.490234
	Iteration 27Q: 3 clusters Score -2684701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2684722.250000 Penalty: 4910.490234
	Iteration 28Q: 3 clusters Score -2684722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2684740.750000 Penalty: 4910.490234
	Iteration 29Q: 3 clusters Score -2684741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2684754.250000 Penalty: 4910.490234
	Iteration 30Q: 3 clusters Score -2684754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2684764.250000 Penalty: 4910.490234
	Iteration 31Q: 3 clusters Score -2684764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2684769.500000 Penalty: 4910.490234
	Iteration 32Q: 3 clusters Score -2684770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2684776.000000 Penalty: 4910.490234
	Iteration 33Q: 3 clusters Score -2684776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2684781.250000 Penalty: 4910.490234
	Iteration 34Q: 3 clusters Score -2684781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2684789.750000 Penalty: 4910.490234
	Iteration 35Q: 3 clusters Score -2684790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2684793.500000 Penalty: 4910.490234
	Iteration 36Q: 3 clusters Score -2684794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2684796.000000 Penalty: 4910.490234
	Iteration 37Q: 3 clusters Score -2684796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2684790.250000 Penalty: 4910.490234
	Iteration 38Q: 3 clusters Score -2684790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2684798.500000 Penalty: 4910.490234
	Iteration 39Q: 3 clusters Score -2684798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2684802.250000 Penalty: 4910.490234
	Iteration 40F: 3 clusters Score -2684802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2684804.500000 Penalty: 4910.490234
	Iteration 41Q: 3 clusters Score -2684804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2684810.250000 Penalty: 4910.490234
	Iteration 42Q: 3 clusters Score -2684810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2684807.500000 Penalty: 4910.490234
	Iteration 43Q: 3 clusters Score -2684808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2684807.500000 Penalty: 4910.490234
	Iteration 44Q: 3 clusters Score -2684808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2684807.000000 Penalty: 4910.490234
	Iteration 45Q: 3 clusters Score -2684807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2684807.500000 Penalty: 4910.490234
	Iteration 46Q: 3 clusters Score -2684808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2684808.000000 Penalty: 4910.490234
	Iteration 47Q: 3 clusters Score -2684808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2684808.000000 Penalty: 4910.490234
	Iteration 48F: 3 clusters Score -2684808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Entering Unmasked Estep 
Score: -3829573.000000 Penalty: 2543.708008
	Iteration 0F: 2 clusters Score -3829573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3810102.250000 Penalty: 5087.416016
	Iteration 0F: 3 clusters Score -3810102 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3816862.000000 Penalty: 5087.416016
	Iteration 1F: 3 clusters Score -3816862 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3817420.000000 Penalty: 5087.416016
	Iteration 2F: 3 clusters Score -3817420 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3818054.750000 Penalty: 5087.416016
	Iteration 3F: 3 clusters Score -3818055 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3818839.000000 Penalty: 5087.416016
	Iteration 4F: 3 clusters Score -3818839 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3819725.750000 Penalty: 5087.416016
	Iteration 5F: 3 clusters Score -3819726 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3820960.250000 Penalty: 5087.416016
	Iteration 6F: 3 clusters Score -3820960 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3822534.000000 Penalty: 5087.416016
	Iteration 7F: 3 clusters Score -3822534 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3824207.750000 Penalty: 5087.416016
	Iteration 8F: 3 clusters Score -3824208 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3825598.750000 Penalty: 5087.416016
	Iteration 9F: 3 clusters Score -3825599 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3826698.750000 Penalty: 5087.416016
	Iteration 10Q: 3 clusters Score -3826699 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3827396.750000 Penalty: 5087.416016
	Iteration 11Q: 3 clusters Score -3827397 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3827834.000000 Penalty: 5087.416016
	Iteration 12Q: 3 clusters Score -3827834 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3828049.000000 Penalty: 5087.416016
	Iteration 13Q: 3 clusters Score -3828049 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3828177.000000 Penalty: 5087.416016
	Iteration 14Q: 3 clusters Score -3828177 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3828236.250000 Penalty: 5087.416016
	Iteration 15Q: 3 clusters Score -3828236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3828272.500000 Penalty: 5087.416016
	Iteration 16Q: 3 clusters Score -3828272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3828300.000000 Penalty: 5087.416016
	Iteration 17Q: 3 clusters Score -3828300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3828310.750000 Penalty: 5087.416016
	Iteration 18Q: 3 clusters Score -3828311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3828318.000000 Penalty: 5087.416016
	Iteration 19Q: 3 clusters Score -3828318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3828661.750000 Penalty: 5087.416016
	Iteration 20F: 3 clusters Score -3828662 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3828880.750000 Penalty: 5087.416016
	Iteration 21Q: 3 clusters Score -3828881 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3828997.250000 Penalty: 5087.416016
	Iteration 22Q: 3 clusters Score -3828997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3829073.750000 Penalty: 5087.416016
	Iteration 23Q: 3 clusters Score -3829074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3829112.000000 Penalty: 5087.416016
	Iteration 24Q: 3 clusters Score -3829112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3829145.000000 Penalty: 5087.416016
	Iteration 25Q: 3 clusters Score -3829145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3829167.250000 Penalty: 5087.416016
	Iteration 26Q: 3 clusters Score -3829167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3829183.250000 Penalty: 5087.416016
	Iteration 27Q: 3 clusters Score -3829183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3829196.000000 Penalty: 5087.416016
	Iteration 28Q: 3 clusters Score -3829196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3829209.250000 Penalty: 5087.416016
	Iteration 29Q: 3 clusters Score -3829209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3829213.500000 Penalty: 5087.416016
	Iteration 30Q: 3 clusters Score -3829214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3829219.500000 Penalty: 5087.416016
	Iteration 31Q: 3 clusters Score -3829220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3829227.500000 Penalty: 5087.416016
	Iteration 32Q: 3 clusters Score -3829228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3829230.000000 Penalty: 5087.416016
	Iteration 33Q: 3 clusters Score -3829230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3829230.000000 Penalty: 5087.416016
	Iteration 34F: 3 clusters Score -3829230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78927.460938 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78927.46 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 341 members 
Entering Unmasked Estep 
Score: -77304.742188 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77304.74 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77915.171875 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77915.17 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78318.148438 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -78318.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78587.523438 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78587.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78751.664062 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -78751.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78871.531250 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -78871.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78986.835938 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -78986.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79012.585938 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -79012.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79041.898438 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -79041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79041.898438 Penalty: 3272.184082
	Iteration 9F: 3 clusters Score -79041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220792 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160442 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Mstep: Class 31 contains 246 members 
Entering Unmasked Estep 
Score: -133248624.000000 Penalty: 106424.484375
Splitting cluster 22 changes total score from -133250176.000000 to -133248624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Entering Unmasked Estep 
Score: -1037168.000000 Penalty: 2235.462402
	Iteration 0F: 2 clusters Score -1037168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1030576.500000 Penalty: 4470.924805
	Iteration 0F: 3 clusters Score -1030576 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1032415.687500 Penalty: 4470.924805
	Iteration 1F: 3 clusters Score -1032416 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1032806.750000 Penalty: 4470.924805
	Iteration 2F: 3 clusters Score -1032807 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1033115.187500 Penalty: 4470.924805
	Iteration 3F: 3 clusters Score -1033115 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1033411.812500 Penalty: 4470.924805
	Iteration 4F: 3 clusters Score -1033412 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1033726.750000 Penalty: 4470.924805
	Iteration 5F: 3 clusters Score -1033727 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1034011.812500 Penalty: 4470.924805
	Iteration 6Q: 3 clusters Score -1034012 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1034261.125000 Penalty: 4470.924805
	Iteration 7Q: 3 clusters Score -1034261 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1034499.125000 Penalty: 4470.924805
	Iteration 8Q: 3 clusters Score -1034499 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1034728.937500 Penalty: 4470.924805
	Iteration 9Q: 3 clusters Score -1034729 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1034986.000000 Penalty: 4470.924805
	Iteration 10Q: 3 clusters Score -1034986 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1035205.437500 Penalty: 4470.924805
	Iteration 11Q: 3 clusters Score -1035205 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1035367.500000 Penalty: 4470.924805
	Iteration 12Q: 3 clusters Score -1035368 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1035491.625000 Penalty: 4470.924805
	Iteration 13Q: 3 clusters Score -1035492 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1035588.875000 Penalty: 4470.924805
	Iteration 14Q: 3 clusters Score -1035589 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1035660.937500 Penalty: 4470.924805
	Iteration 15Q: 3 clusters Score -1035661 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1035711.750000 Penalty: 4470.924805
	Iteration 16Q: 3 clusters Score -1035712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1035744.875000 Penalty: 4470.924805
	Iteration 17Q: 3 clusters Score -1035745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1035772.250000 Penalty: 4470.924805
	Iteration 18Q: 3 clusters Score -1035772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1035792.125000 Penalty: 4470.924805
	Iteration 19Q: 3 clusters Score -1035792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1035802.812500 Penalty: 4470.924805
	Iteration 20F: 3 clusters Score -1035803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1035821.437500 Penalty: 4470.924805
	Iteration 21Q: 3 clusters Score -1035821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1035834.312500 Penalty: 4470.924805
	Iteration 22Q: 3 clusters Score -1035834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1035845.000000 Penalty: 4470.924805
	Iteration 23Q: 3 clusters Score -1035845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1035850.375000 Penalty: 4470.924805
	Iteration 24Q: 3 clusters Score -1035850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1035858.062500 Penalty: 4470.924805
	Iteration 25Q: 3 clusters Score -1035858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1035864.687500 Penalty: 4470.924805
	Iteration 26Q: 3 clusters Score -1035865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1035867.500000 Penalty: 4470.924805
	Iteration 27Q: 3 clusters Score -1035868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1035870.812500 Penalty: 4470.924805
	Iteration 28Q: 3 clusters Score -1035871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1035872.437500 Penalty: 4470.924805
	Iteration 29Q: 3 clusters Score -1035872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1035873.250000 Penalty: 4470.924805
	Iteration 30Q: 3 clusters Score -1035873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1035875.500000 Penalty: 4470.924805
	Iteration 31Q: 3 clusters Score -1035876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1035875.937500 Penalty: 4470.924805
	Iteration 32Q: 3 clusters Score -1035876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1035878.562500 Penalty: 4470.924805
	Iteration 33Q: 3 clusters Score -1035879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1035879.562500 Penalty: 4470.924805
	Iteration 34Q: 3 clusters Score -1035880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1035879.062500 Penalty: 4470.924805
	Iteration 35Q: 3 clusters Score -1035879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1035880.750000 Penalty: 4470.924805
	Iteration 36Q: 3 clusters Score -1035881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1035880.375000 Penalty: 4470.924805
	Iteration 37Q: 3 clusters Score -1035880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1035880.250000 Penalty: 4470.924805
	Iteration 38Q: 3 clusters Score -1035880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1035880.687500 Penalty: 4470.924805
	Iteration 39Q: 3 clusters Score -1035881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1035880.687500 Penalty: 4470.924805
	Iteration 40F: 3 clusters Score -1035881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -688723.750000 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -688723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -683958.375000 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -683958.4 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -685076.687500 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -685076.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -685320.750000 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -685320.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -685516.375000 Penalty: 4269.088867
	Iteration 3F: 3 clusters Score -685516.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -685702.750000 Penalty: 4269.088867
	Iteration 4Q: 3 clusters Score -685702.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -685897.687500 Penalty: 4269.088867
	Iteration 5Q: 3 clusters Score -685897.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -686078.750000 Penalty: 4269.088867
	Iteration 6Q: 3 clusters Score -686078.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -686259.625000 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -686259.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -686444.875000 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -686444.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -686635.125000 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -686635.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -686795.062500 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -686795.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -686947.937500 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -686947.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -687083.687500 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -687083.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -687200.937500 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -687200.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -687286.000000 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -687286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -687343.875000 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -687343.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -687380.937500 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -687380.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -687412.812500 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -687412.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -687445.250000 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -687445.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -687480.500000 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -687480.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -687516.437500 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -687516.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -687539.375000 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -687539.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -687556.937500 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -687556.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -687565.125000 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -687565.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -687574.312500 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -687574.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -687585.437500 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -687585.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -687600.062500 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -687600.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -687619.250000 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -687619.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -687633.687500 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -687633.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -687642.875000 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -687642.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -687655.125000 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -687655.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -687659.750000 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -687659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -687665.250000 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -687665.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -687667.125000 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -687667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -687668.812500 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -687668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -687668.812500 Penalty: 4269.088867
	Iteration 35Q: 3 clusters Score -687668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -687668.500000 Penalty: 4269.088867
	Iteration 36Q: 3 clusters Score -687668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -687669.125000 Penalty: 4269.088867
	Iteration 37Q: 3 clusters Score -687669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -687670.500000 Penalty: 4269.088867
	Iteration 38Q: 3 clusters Score -687670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -687672.062500 Penalty: 4269.088867
	Iteration 39Q: 3 clusters Score -687672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -687673.062500 Penalty: 4269.088867
	Iteration 40F: 3 clusters Score -687673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -687674.000000 Penalty: 4269.088867
	Iteration 41Q: 3 clusters Score -687674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -687674.437500 Penalty: 4269.088867
	Iteration 42Q: 3 clusters Score -687674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -687674.937500 Penalty: 4269.088867
	Iteration 43Q: 3 clusters Score -687674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -687674.750000 Penalty: 4269.088867
	Iteration 44Q: 3 clusters Score -687674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -687675.562500 Penalty: 4269.088867
	Iteration 45Q: 3 clusters Score -687675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -687677.250000 Penalty: 4269.088867
	Iteration 46Q: 3 clusters Score -687677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -687677.625000 Penalty: 4269.088867
	Iteration 47Q: 3 clusters Score -687677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -687677.625000 Penalty: 4269.088867
	Iteration 48F: 3 clusters Score -687677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Entering Unmasked Estep 
Score: -1776056.375000 Penalty: 2357.743896
	Iteration 0F: 2 clusters Score -1776056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1766164.625000 Penalty: 4715.487793
	Iteration 0F: 3 clusters Score -1766165 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1769115.875000 Penalty: 4715.487793
	Iteration 1F: 3 clusters Score -1769116 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1769449.375000 Penalty: 4715.487793
	Iteration 2F: 3 clusters Score -1769449 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1769723.000000 Penalty: 4715.487793
	Iteration 3Q: 3 clusters Score -1769723 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1769974.125000 Penalty: 4715.487793
	Iteration 4Q: 3 clusters Score -1769974 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1770177.875000 Penalty: 4715.487793
	Iteration 5Q: 3 clusters Score -1770178 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1770385.125000 Penalty: 4715.487793
	Iteration 6Q: 3 clusters Score -1770385 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1770625.125000 Penalty: 4715.487793
	Iteration 7Q: 3 clusters Score -1770625 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1770855.750000 Penalty: 4715.487793
	Iteration 8Q: 3 clusters Score -1770856 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1771109.125000 Penalty: 4715.487793
	Iteration 9Q: 3 clusters Score -1771109 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1771394.125000 Penalty: 4715.487793
	Iteration 10Q: 3 clusters Score -1771394 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1771714.625000 Penalty: 4715.487793
	Iteration 11Q: 3 clusters Score -1771715 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1771997.750000 Penalty: 4715.487793
	Iteration 12Q: 3 clusters Score -1771998 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1772224.750000 Penalty: 4715.487793
	Iteration 13Q: 3 clusters Score -1772225 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1772383.125000 Penalty: 4715.487793
	Iteration 14Q: 3 clusters Score -1772383 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1772475.625000 Penalty: 4715.487793
	Iteration 15Q: 3 clusters Score -1772476 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1772538.750000 Penalty: 4715.487793
	Iteration 16Q: 3 clusters Score -1772539 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1772587.375000 Penalty: 4715.487793
	Iteration 17Q: 3 clusters Score -1772587 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1772609.125000 Penalty: 4715.487793
	Iteration 18Q: 3 clusters Score -1772609 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1772630.250000 Penalty: 4715.487793
	Iteration 19Q: 3 clusters Score -1772630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1772644.000000 Penalty: 4715.487793
	Iteration 20F: 3 clusters Score -1772644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1772655.125000 Penalty: 4715.487793
	Iteration 21Q: 3 clusters Score -1772655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1772666.000000 Penalty: 4715.487793
	Iteration 22Q: 3 clusters Score -1772666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1772672.125000 Penalty: 4715.487793
	Iteration 23Q: 3 clusters Score -1772672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1772680.750000 Penalty: 4715.487793
	Iteration 24Q: 3 clusters Score -1772681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1772685.250000 Penalty: 4715.487793
	Iteration 25Q: 3 clusters Score -1772685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1772697.750000 Penalty: 4715.487793
	Iteration 26Q: 3 clusters Score -1772698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1772704.500000 Penalty: 4715.487793
	Iteration 27Q: 3 clusters Score -1772704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1772713.125000 Penalty: 4715.487793
	Iteration 28Q: 3 clusters Score -1772713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1772716.750000 Penalty: 4715.487793
	Iteration 29Q: 3 clusters Score -1772717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1772718.750000 Penalty: 4715.487793
	Iteration 30Q: 3 clusters Score -1772719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1772723.625000 Penalty: 4715.487793
	Iteration 31Q: 3 clusters Score -1772724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1772723.750000 Penalty: 4715.487793
	Iteration 32Q: 3 clusters Score -1772724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1772731.250000 Penalty: 4715.487793
	Iteration 33Q: 3 clusters Score -1772731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1772733.875000 Penalty: 4715.487793
	Iteration 34Q: 3 clusters Score -1772734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1772735.875000 Penalty: 4715.487793
	Iteration 35Q: 3 clusters Score -1772736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1772741.875000 Penalty: 4715.487793
	Iteration 36Q: 3 clusters Score -1772742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1772742.375000 Penalty: 4715.487793
	Iteration 37Q: 3 clusters Score -1772742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1772740.750000 Penalty: 4715.487793
	Iteration 38Q: 3 clusters Score -1772741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1772744.500000 Penalty: 4715.487793
	Iteration 39Q: 3 clusters Score -1772744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1772746.625000 Penalty: 4715.487793
	Iteration 40F: 3 clusters Score -1772747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1772746.500000 Penalty: 4715.487793
	Iteration 41Q: 3 clusters Score -1772746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1772750.125000 Penalty: 4715.487793
	Iteration 42Q: 3 clusters Score -1772750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1772752.750000 Penalty: 4715.487793
	Iteration 43Q: 3 clusters Score -1772753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1772754.250000 Penalty: 4715.487793
	Iteration 44Q: 3 clusters Score -1772754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1772754.125000 Penalty: 4715.487793
	Iteration 45Q: 3 clusters Score -1772754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1772755.375000 Penalty: 4715.487793
	Iteration 46Q: 3 clusters Score -1772755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1772754.125000 Penalty: 4715.487793
	Iteration 47Q: 3 clusters Score -1772754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1772754.125000 Penalty: 4715.487793
	Iteration 48Q: 3 clusters Score -1772754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1772757.500000 Penalty: 4715.487793
	Iteration 49Q: 3 clusters Score -1772758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1772758.500000 Penalty: 4715.487793
	Iteration 50Q: 3 clusters Score -1772758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1772758.250000 Penalty: 4715.487793
	Iteration 51Q: 3 clusters Score -1772758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1772757.875000 Penalty: 4715.487793
	Iteration 52Q: 3 clusters Score -1772758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1772761.375000 Penalty: 4715.487793
	Iteration 53Q: 3 clusters Score -1772761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1772762.500000 Penalty: 4715.487793
	Iteration 54Q: 3 clusters Score -1772762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1772759.375000 Penalty: 4715.487793
	Iteration 55Q: 3 clusters Score -1772759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1772760.625000 Penalty: 4715.487793
	Iteration 56Q: 3 clusters Score -1772761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1772761.000000 Penalty: 4715.487793
	Iteration 57Q: 3 clusters Score -1772761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1772763.125000 Penalty: 4715.487793
	Iteration 58Q: 3 clusters Score -1772763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1772762.250000 Penalty: 4715.487793
	Iteration 59Q: 3 clusters Score -1772762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1772760.000000 Penalty: 4715.487793
	Iteration 60F: 3 clusters Score -1772760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1772761.750000 Penalty: 4715.487793
	Iteration 61Q: 3 clusters Score -1772762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1772764.250000 Penalty: 4715.487793
	Iteration 62Q: 3 clusters Score -1772764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1772765.125000 Penalty: 4715.487793
	Iteration 63Q: 3 clusters Score -1772765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1772767.375000 Penalty: 4715.487793
	Iteration 64Q: 3 clusters Score -1772767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1772767.000000 Penalty: 4715.487793
	Iteration 65Q: 3 clusters Score -1772767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1772767.000000 Penalty: 4715.487793
	Iteration 66F: 3 clusters Score -1772767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -281356.656250 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -281356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -278625.906250 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -278625.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -279132.843750 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -279132.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -279277.750000 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -279277.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -279333.781250 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -279333.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -279369.062500 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -279369.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -279390.031250 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -279390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -279418.187500 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -279418.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -279435.812500 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -279435.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -279447.250000 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -279447.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -279457.843750 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -279457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279462.218750 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -279462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -279464.937500 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -279464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -279468.593750 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -279468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -279470.937500 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -279470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279473.593750 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -279473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -279476.437500 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -279476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -279478.562500 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -279478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -279480.875000 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -279480.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -279482.750000 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -279482.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -279482.750000 Penalty: 3806.149170
	Iteration 19F: 3 clusters Score -279482.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Entering Unmasked Estep 
Score: -7447241.000000 Penalty: 2714.373047
	Iteration 0F: 2 clusters Score -7447241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -7409073.500000 Penalty: 5428.746094
	Iteration 0F: 3 clusters Score -7409074 nChanged 26278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -7423411.000000 Penalty: 5428.746094
	Iteration 1F: 3 clusters Score -7423411 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -7423832.000000 Penalty: 5428.746094
	Iteration 2Q: 3 clusters Score -7423832 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -7424270.500000 Penalty: 5428.746094
	Iteration 3Q: 3 clusters Score -7424270 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -7424777.000000 Penalty: 5428.746094
	Iteration 4Q: 3 clusters Score -7424777 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -7425328.500000 Penalty: 5428.746094
	Iteration 5Q: 3 clusters Score -7425328 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -7426210.000000 Penalty: 5428.746094
	Iteration 6Q: 3 clusters Score -7426210 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -7427339.000000 Penalty: 5428.746094
	Iteration 7Q: 3 clusters Score -7427339 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -7429129.500000 Penalty: 5428.746094
	Iteration 8F: 3 clusters Score -7429130 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -7431573.500000 Penalty: 5428.746094
	Iteration 9F: 3 clusters Score -7431574 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -7434544.000000 Penalty: 5428.746094
	Iteration 10F: 3 clusters Score -7434544 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -7437557.000000 Penalty: 5428.746094
	Iteration 11F: 3 clusters Score -7437557 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -7440160.500000 Penalty: 5428.746094
	Iteration 12F: 3 clusters Score -7440160 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -7442187.000000 Penalty: 5428.746094
	Iteration 13Q: 3 clusters Score -7442187 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -7443370.500000 Penalty: 5428.746094
	Iteration 14Q: 3 clusters Score -7443370 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -7443976.000000 Penalty: 5428.746094
	Iteration 15Q: 3 clusters Score -7443976 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -7444341.000000 Penalty: 5428.746094
	Iteration 16Q: 3 clusters Score -7444341 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7444550.500000 Penalty: 5428.746094
	Iteration 17Q: 3 clusters Score -7444550 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7444679.000000 Penalty: 5428.746094
	Iteration 18Q: 3 clusters Score -7444679 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7444784.500000 Penalty: 5428.746094
	Iteration 19Q: 3 clusters Score -7444784 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7444873.000000 Penalty: 5428.746094
	Iteration 20F: 3 clusters Score -7444873 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7444927.000000 Penalty: 5428.746094
	Iteration 21Q: 3 clusters Score -7444927 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7444959.000000 Penalty: 5428.746094
	Iteration 22Q: 3 clusters Score -7444959 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7444996.000000 Penalty: 5428.746094
	Iteration 23Q: 3 clusters Score -7444996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7445020.500000 Penalty: 5428.746094
	Iteration 24Q: 3 clusters Score -7445020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7445042.500000 Penalty: 5428.746094
	Iteration 25Q: 3 clusters Score -7445042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7445065.500000 Penalty: 5428.746094
	Iteration 26Q: 3 clusters Score -7445066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7445082.500000 Penalty: 5428.746094
	Iteration 27Q: 3 clusters Score -7445082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7445076.000000 Penalty: 5428.746094
	Iteration 28Q: 3 clusters Score -7445076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7445103.500000 Penalty: 5428.746094
	Iteration 29Q: 3 clusters Score -7445104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7445103.500000 Penalty: 5428.746094
	Iteration 30Q: 3 clusters Score -7445104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7445119.500000 Penalty: 5428.746094
	Iteration 31Q: 3 clusters Score -7445120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7445138.500000 Penalty: 5428.746094
	Iteration 32Q: 3 clusters Score -7445138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7445153.000000 Penalty: 5428.746094
	Iteration 33Q: 3 clusters Score -7445153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7445156.500000 Penalty: 5428.746094
	Iteration 34Q: 3 clusters Score -7445156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7445178.000000 Penalty: 5428.746094
	Iteration 35Q: 3 clusters Score -7445178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7445186.500000 Penalty: 5428.746094
	Iteration 36Q: 3 clusters Score -7445186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7445185.500000 Penalty: 5428.746094
	Iteration 37Q: 3 clusters Score -7445186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7445190.000000 Penalty: 5428.746094
	Iteration 38Q: 3 clusters Score -7445190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7445189.500000 Penalty: 5428.746094
	Iteration 39Q: 3 clusters Score -7445190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7445209.000000 Penalty: 5428.746094
	Iteration 40F: 3 clusters Score -7445209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7445216.500000 Penalty: 5428.746094
	Iteration 41Q: 3 clusters Score -7445216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7445221.500000 Penalty: 5428.746094
	Iteration 42Q: 3 clusters Score -7445222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7445215.000000 Penalty: 5428.746094
	Iteration 43Q: 3 clusters Score -7445215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7445220.500000 Penalty: 5428.746094
	Iteration 44Q: 3 clusters Score -7445220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7445220.500000 Penalty: 5428.746094
	Iteration 45Q: 3 clusters Score -7445220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7445222.000000 Penalty: 5428.746094
	Iteration 46Q: 3 clusters Score -7445222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7445214.500000 Penalty: 5428.746094
	Iteration 47Q: 3 clusters Score -7445214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7445219.500000 Penalty: 5428.746094
	Iteration 48Q: 3 clusters Score -7445220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7445222.000000 Penalty: 5428.746094
	Iteration 49Q: 3 clusters Score -7445222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7445222.500000 Penalty: 5428.746094
	Iteration 50Q: 3 clusters Score -7445222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7445227.500000 Penalty: 5428.746094
	Iteration 51Q: 3 clusters Score -7445228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7445233.500000 Penalty: 5428.746094
	Iteration 52Q: 3 clusters Score -7445234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7445238.000000 Penalty: 5428.746094
	Iteration 53Q: 3 clusters Score -7445238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7445241.000000 Penalty: 5428.746094
	Iteration 54Q: 3 clusters Score -7445241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7445243.000000 Penalty: 5428.746094
	Iteration 55Q: 3 clusters Score -7445243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7445246.500000 Penalty: 5428.746094
	Iteration 56Q: 3 clusters Score -7445246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7445248.000000 Penalty: 5428.746094
	Iteration 57Q: 3 clusters Score -7445248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7445250.000000 Penalty: 5428.746094
	Iteration 58Q: 3 clusters Score -7445250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7445253.500000 Penalty: 5428.746094
	Iteration 59Q: 3 clusters Score -7445254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7445257.500000 Penalty: 5428.746094
	Iteration 60F: 3 clusters Score -7445258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7445256.500000 Penalty: 5428.746094
	Iteration 61Q: 3 clusters Score -7445256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7445255.500000 Penalty: 5428.746094
	Iteration 62Q: 3 clusters Score -7445256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7445255.500000 Penalty: 5428.746094
	Iteration 63F: 3 clusters Score -7445256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 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 296 members 
Entering Unmasked Estep 
Score: -63550.679688 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63550.68 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63980.609375 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -63980.61 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64308.828125 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64308.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64455.941406 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -64455.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64536.007812 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -64536.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64599.136719 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64599.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64668.808594 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64668.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64692.734375 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64692.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64692.734375 Penalty: 3174.527832
	Iteration 8F: 3 clusters Score -64692.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -470176.468750 Penalty: 2038.459839
	Iteration 0F: 2 clusters Score -470176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -466444.468750 Penalty: 4076.919678
	Iteration 0F: 3 clusters Score -466444.5 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -467345.562500 Penalty: 4076.919678
	Iteration 1F: 3 clusters Score -467345.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -467624.625000 Penalty: 4076.919678
	Iteration 2F: 3 clusters Score -467624.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -467835.687500 Penalty: 4076.919678
	Iteration 3F: 3 clusters Score -467835.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -467996.156250 Penalty: 4076.919678
	Iteration 4F: 3 clusters Score -467996.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -468126.687500 Penalty: 4076.919678
	Iteration 5F: 3 clusters Score -468126.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -468215.937500 Penalty: 4076.919678
	Iteration 6Q: 3 clusters Score -468215.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -468299.093750 Penalty: 4076.919678
	Iteration 7Q: 3 clusters Score -468299.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -468369.031250 Penalty: 4076.919678
	Iteration 8Q: 3 clusters Score -468369 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -468416.875000 Penalty: 4076.919678
	Iteration 9Q: 3 clusters Score -468416.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -468457.906250 Penalty: 4076.919678
	Iteration 10Q: 3 clusters Score -468457.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -468504.906250 Penalty: 4076.919678
	Iteration 11Q: 3 clusters Score -468504.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -468538.062500 Penalty: 4076.919678
	Iteration 12Q: 3 clusters Score -468538.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -468560.968750 Penalty: 4076.919678
	Iteration 13Q: 3 clusters Score -468561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -468577.281250 Penalty: 4076.919678
	Iteration 14Q: 3 clusters Score -468577.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -468590.343750 Penalty: 4076.919678
	Iteration 15Q: 3 clusters Score -468590.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -468604.156250 Penalty: 4076.919678
	Iteration 16Q: 3 clusters Score -468604.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -468616.656250 Penalty: 4076.919678
	Iteration 17Q: 3 clusters Score -468616.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -468630.625000 Penalty: 4076.919678
	Iteration 18Q: 3 clusters Score -468630.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -468644.531250 Penalty: 4076.919678
	Iteration 19Q: 3 clusters Score -468644.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -468661.281250 Penalty: 4076.919678
	Iteration 20F: 3 clusters Score -468661.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -468680.812500 Penalty: 4076.919678
	Iteration 21Q: 3 clusters Score -468680.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -468695.562500 Penalty: 4076.919678
	Iteration 22Q: 3 clusters Score -468695.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -468706.000000 Penalty: 4076.919678
	Iteration 23Q: 3 clusters Score -468706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -468719.156250 Penalty: 4076.919678
	Iteration 24Q: 3 clusters Score -468719.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -468724.937500 Penalty: 4076.919678
	Iteration 25Q: 3 clusters Score -468724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -468731.500000 Penalty: 4076.919678
	Iteration 26Q: 3 clusters Score -468731.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -468736.906250 Penalty: 4076.919678
	Iteration 27Q: 3 clusters Score -468736.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -468744.218750 Penalty: 4076.919678
	Iteration 28Q: 3 clusters Score -468744.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -468750.281250 Penalty: 4076.919678
	Iteration 29Q: 3 clusters Score -468750.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -468752.843750 Penalty: 4076.919678
	Iteration 30Q: 3 clusters Score -468752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -468759.875000 Penalty: 4076.919678
	Iteration 31Q: 3 clusters Score -468759.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -468766.500000 Penalty: 4076.919678
	Iteration 32Q: 3 clusters Score -468766.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -468772.375000 Penalty: 4076.919678
	Iteration 33Q: 3 clusters Score -468772.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -468778.812500 Penalty: 4076.919678
	Iteration 34Q: 3 clusters Score -468778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -468781.750000 Penalty: 4076.919678
	Iteration 35Q: 3 clusters Score -468781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -468782.843750 Penalty: 4076.919678
	Iteration 36Q: 3 clusters Score -468782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -468783.968750 Penalty: 4076.919678
	Iteration 37Q: 3 clusters Score -468784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -468783.968750 Penalty: 4076.919678
	Iteration 38F: 3 clusters Score -468784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Entering Unmasked Estep 
Score: -5176294.000000 Penalty: 2618.183594
	Iteration 0F: 2 clusters Score -5176294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -5150303.500000 Penalty: 5236.367188
	Iteration 0F: 3 clusters Score -5150304 nChanged 17447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5159734.000000 Penalty: 5236.367188
	Iteration 1F: 3 clusters Score -5159734 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5160355.500000 Penalty: 5236.367188
	Iteration 2Q: 3 clusters Score -5160356 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -5160994.000000 Penalty: 5236.367188
	Iteration 3Q: 3 clusters Score -5160994 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -5161664.500000 Penalty: 5236.367188
	Iteration 4Q: 3 clusters Score -5161664 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -5162334.500000 Penalty: 5236.367188
	Iteration 5Q: 3 clusters Score -5162334 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -5163084.500000 Penalty: 5236.367188
	Iteration 6Q: 3 clusters Score -5163084 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5163706.500000 Penalty: 5236.367188
	Iteration 7Q: 3 clusters Score -5163706 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -5164457.500000 Penalty: 5236.367188
	Iteration 8Q: 3 clusters Score -5164458 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -5165158.000000 Penalty: 5236.367188
	Iteration 9Q: 3 clusters Score -5165158 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -5166019.500000 Penalty: 5236.367188
	Iteration 10Q: 3 clusters Score -5166020 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -5167001.500000 Penalty: 5236.367188
	Iteration 11Q: 3 clusters Score -5167002 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -5168048.000000 Penalty: 5236.367188
	Iteration 12Q: 3 clusters Score -5168048 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -5169027.000000 Penalty: 5236.367188
	Iteration 13Q: 3 clusters Score -5169027 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -5169776.500000 Penalty: 5236.367188
	Iteration 14Q: 3 clusters Score -5169776 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -5170163.500000 Penalty: 5236.367188
	Iteration 15Q: 3 clusters Score -5170164 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -5170425.000000 Penalty: 5236.367188
	Iteration 16Q: 3 clusters Score -5170425 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -5170578.000000 Penalty: 5236.367188
	Iteration 17Q: 3 clusters Score -5170578 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -5170683.500000 Penalty: 5236.367188
	Iteration 18Q: 3 clusters Score -5170684 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5170783.000000 Penalty: 5236.367188
	Iteration 19Q: 3 clusters Score -5170783 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -5170831.500000 Penalty: 5236.367188
	Iteration 20F: 3 clusters Score -5170832 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -5170900.000000 Penalty: 5236.367188
	Iteration 21Q: 3 clusters Score -5170900 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5170981.500000 Penalty: 5236.367188
	Iteration 22Q: 3 clusters Score -5170982 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -5171063.000000 Penalty: 5236.367188
	Iteration 23Q: 3 clusters Score -5171063 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -5171127.500000 Penalty: 5236.367188
	Iteration 24Q: 3 clusters Score -5171128 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -5171193.500000 Penalty: 5236.367188
	Iteration 25Q: 3 clusters Score -5171194 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -5171257.500000 Penalty: 5236.367188
	Iteration 26Q: 3 clusters Score -5171258 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -5171307.000000 Penalty: 5236.367188
	Iteration 27Q: 3 clusters Score -5171307 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -5171385.000000 Penalty: 5236.367188
	Iteration 28Q: 3 clusters Score -5171385 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5171467.500000 Penalty: 5236.367188
	Iteration 29Q: 3 clusters Score -5171468 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -5171572.500000 Penalty: 5236.367188
	Iteration 30Q: 3 clusters Score -5171572 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5171652.500000 Penalty: 5236.367188
	Iteration 31Q: 3 clusters Score -5171652 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -5171743.500000 Penalty: 5236.367188
	Iteration 32Q: 3 clusters Score -5171744 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -5171851.000000 Penalty: 5236.367188
	Iteration 33Q: 3 clusters Score -5171851 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -5172000.500000 Penalty: 5236.367188
	Iteration 34Q: 3 clusters Score -5172000 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -5172110.000000 Penalty: 5236.367188
	Iteration 35Q: 3 clusters Score -5172110 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -5172236.000000 Penalty: 5236.367188
	Iteration 36Q: 3 clusters Score -5172236 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -5172368.500000 Penalty: 5236.367188
	Iteration 37Q: 3 clusters Score -5172368 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5172495.000000 Penalty: 5236.367188
	Iteration 38Q: 3 clusters Score -5172495 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -5172651.500000 Penalty: 5236.367188
	Iteration 39Q: 3 clusters Score -5172652 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -5172808.500000 Penalty: 5236.367188
	Iteration 40F: 3 clusters Score -5172808 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -5172961.000000 Penalty: 5236.367188
	Iteration 41Q: 3 clusters Score -5172961 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5173143.500000 Penalty: 5236.367188
	Iteration 42Q: 3 clusters Score -5173144 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -5173271.000000 Penalty: 5236.367188
	Iteration 43Q: 3 clusters Score -5173271 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5173383.500000 Penalty: 5236.367188
	Iteration 44Q: 3 clusters Score -5173384 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5173477.000000 Penalty: 5236.367188
	Iteration 45Q: 3 clusters Score -5173477 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5173587.000000 Penalty: 5236.367188
	Iteration 46Q: 3 clusters Score -5173587 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5173695.500000 Penalty: 5236.367188
	Iteration 47Q: 3 clusters Score -5173696 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5173800.500000 Penalty: 5236.367188
	Iteration 48Q: 3 clusters Score -5173800 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5173902.000000 Penalty: 5236.367188
	Iteration 49Q: 3 clusters Score -5173902 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5174002.500000 Penalty: 5236.367188
	Iteration 50Q: 3 clusters Score -5174002 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5174081.500000 Penalty: 5236.367188
	Iteration 51Q: 3 clusters Score -5174082 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5174116.000000 Penalty: 5236.367188
	Iteration 52Q: 3 clusters Score -5174116 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5174131.000000 Penalty: 5236.367188
	Iteration 53Q: 3 clusters Score -5174131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5174163.000000 Penalty: 5236.367188
	Iteration 54Q: 3 clusters Score -5174163 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5174196.500000 Penalty: 5236.367188
	Iteration 55Q: 3 clusters Score -5174196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5174228.500000 Penalty: 5236.367188
	Iteration 56Q: 3 clusters Score -5174228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5174241.500000 Penalty: 5236.367188
	Iteration 57Q: 3 clusters Score -5174242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5174268.500000 Penalty: 5236.367188
	Iteration 58Q: 3 clusters Score -5174268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5174281.500000 Penalty: 5236.367188
	Iteration 59Q: 3 clusters Score -5174282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5174286.500000 Penalty: 5236.367188
	Iteration 60F: 3 clusters Score -5174286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5174288.500000 Penalty: 5236.367188
	Iteration 61Q: 3 clusters Score -5174288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5174299.500000 Penalty: 5236.367188
	Iteration 62Q: 3 clusters Score -5174300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5174296.000000 Penalty: 5236.367188
	Iteration 63Q: 3 clusters Score -5174296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5174305.500000 Penalty: 5236.367188
	Iteration 64Q: 3 clusters Score -5174306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5174304.500000 Penalty: 5236.367188
	Iteration 65Q: 3 clusters Score -5174304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5174317.500000 Penalty: 5236.367188
	Iteration 66Q: 3 clusters Score -5174318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5174323.500000 Penalty: 5236.367188
	Iteration 67Q: 3 clusters Score -5174324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5174317.000000 Penalty: 5236.367188
	Iteration 68Q: 3 clusters Score -5174317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5174323.000000 Penalty: 5236.367188
	Iteration 69Q: 3 clusters Score -5174323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5174327.000000 Penalty: 5236.367188
	Iteration 70Q: 3 clusters Score -5174327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5174324.500000 Penalty: 5236.367188
	Iteration 71Q: 3 clusters Score -5174324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5174324.500000 Penalty: 5236.367188
	Iteration 72F: 3 clusters Score -5174324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220792 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160442 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250144.000000 Penalty: 102991.429688
Iteration 399Q: 31 clusters Score -1.332501e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220791 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47299 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160444 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8217 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250136.000000 Penalty: 102991.429688
Iteration 400F: 31 clusters Score -1.332501e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 4 contains 220789 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47298 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160446 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250160.000000 Penalty: 102991.429688
Iteration 401Q: 31 clusters Score -1.332502e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83459 members 
Mstep: Class 4 contains 220790 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47298 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160447 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250176.000000 Penalty: 102991.429688
Iteration 402Q: 31 clusters Score -1.332502e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83455 members 
Mstep: Class 4 contains 220791 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47298 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54568 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160451 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28478 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56670 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250136.000000 Penalty: 102991.429688
Iteration 403Q: 31 clusters Score -1.332501e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83457 members 
Mstep: Class 4 contains 220790 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47298 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54567 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160454 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28477 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13453 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56669 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250128.000000 Penalty: 102991.429688
Iteration 404Q: 31 clusters Score -1.332501e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183341 members 
Mstep: Class 3 contains 83457 members 
Mstep: Class 4 contains 220791 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47298 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54566 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160455 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28477 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13452 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56667 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250112.000000 Penalty: 102991.429688
Iteration 405Q: 31 clusters Score -1.332501e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183342 members 
Mstep: Class 3 contains 83454 members 
Mstep: Class 4 contains 220792 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47296 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54564 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160460 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28476 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13453 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56667 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250200.000000 Penalty: 102991.429688
Iteration 406Q: 31 clusters Score -1.332502e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183342 members 
Mstep: Class 3 contains 83449 members 
Mstep: Class 4 contains 220793 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47294 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54562 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160468 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28474 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13455 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56667 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250184.000000 Penalty: 102991.429688
Iteration 407Q: 31 clusters Score -1.332502e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83439 members 
Mstep: Class 4 contains 220792 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47293 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54563 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160480 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28473 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56667 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250144.000000 Penalty: 102991.429688
Iteration 408Q: 31 clusters Score -1.332501e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83432 members 
Mstep: Class 4 contains 220794 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47291 members 
Mstep: Class 16 contains 29655 members 
Mstep: Class 17 contains 54562 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160485 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28474 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56670 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250160.000000 Penalty: 102991.429688
Iteration 409Q: 31 clusters Score -1.332502e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83428 members 
Mstep: Class 4 contains 220785 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47293 members 
Mstep: Class 16 contains 29657 members 
Mstep: Class 17 contains 54559 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160497 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28474 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13459 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56670 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250088.000000 Penalty: 102991.429688
Iteration 410Q: 31 clusters Score -1.332501e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83423 members 
Mstep: Class 4 contains 220790 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39809 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47292 members 
Mstep: Class 16 contains 29657 members 
Mstep: Class 17 contains 54555 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160504 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28473 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56670 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250056.000000 Penalty: 102991.429688
Iteration 411Q: 31 clusters Score -1.332501e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83418 members 
Mstep: Class 4 contains 220794 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 54555 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160507 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28472 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13459 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250152.000000 Penalty: 102991.429688
Iteration 412Q: 31 clusters Score -1.332502e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183340 members 
Mstep: Class 3 contains 83412 members 
Mstep: Class 4 contains 220796 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29655 members 
Mstep: Class 17 contains 54553 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160516 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250152.000000 Penalty: 102991.429688
Iteration 413Q: 31 clusters Score -1.332502e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183341 members 
Mstep: Class 3 contains 83407 members 
Mstep: Class 4 contains 220800 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47290 members 
Mstep: Class 16 contains 29651 members 
Mstep: Class 17 contains 54549 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160528 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250136.000000 Penalty: 102991.429688
Iteration 414Q: 31 clusters Score -1.332501e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183341 members 
Mstep: Class 3 contains 83398 members 
Mstep: Class 4 contains 220801 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47290 members 
Mstep: Class 16 contains 29649 members 
Mstep: Class 17 contains 54550 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160544 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28469 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250064.000000 Penalty: 102991.429688
Iteration 415Q: 31 clusters Score -1.332501e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183341 members 
Mstep: Class 3 contains 83395 members 
Mstep: Class 4 contains 220795 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29648 members 
Mstep: Class 17 contains 54551 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160561 members 
Mstep: Class 20 contains 19935 members 
Mstep: Class 21 contains 28467 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250128.000000 Penalty: 102991.429688
Iteration 416Q: 31 clusters Score -1.332501e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183341 members 
Mstep: Class 3 contains 83392 members 
Mstep: Class 4 contains 220789 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29647 members 
Mstep: Class 17 contains 54550 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160581 members 
Mstep: Class 20 contains 19936 members 
Mstep: Class 21 contains 28463 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13457 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250072.000000 Penalty: 102991.429688
Iteration 417Q: 31 clusters Score -1.332501e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183341 members 
Mstep: Class 3 contains 83378 members 
Mstep: Class 4 contains 220778 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39810 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29647 members 
Mstep: Class 17 contains 54548 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160613 members 
Mstep: Class 20 contains 19936 members 
Mstep: Class 21 contains 28461 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13456 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250088.000000 Penalty: 102991.429688
Iteration 418Q: 31 clusters Score -1.332501e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183341 members 
Mstep: Class 3 contains 83369 members 
Mstep: Class 4 contains 220766 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39809 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47290 members 
Mstep: Class 16 contains 29646 members 
Mstep: Class 17 contains 54545 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160644 members 
Mstep: Class 20 contains 19936 members 
Mstep: Class 21 contains 28457 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56670 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250144.000000 Penalty: 102991.429688
Iteration 419Q: 31 clusters Score -1.332501e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183341 members 
Mstep: Class 3 contains 83363 members 
Mstep: Class 4 contains 220748 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39809 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29646 members 
Mstep: Class 17 contains 54544 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160673 members 
Mstep: Class 20 contains 19937 members 
Mstep: Class 21 contains 28455 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56669 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250168.000000 Penalty: 102991.429688
Iteration 420F: 31 clusters Score -1.332502e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83354 members 
Mstep: Class 4 contains 220737 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29645 members 
Mstep: Class 17 contains 54545 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160699 members 
Mstep: Class 20 contains 19937 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13449 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56667 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250128.000000 Penalty: 102991.429688
Iteration 421Q: 31 clusters Score -1.332501e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83342 members 
Mstep: Class 4 contains 220717 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39816 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47290 members 
Mstep: Class 16 contains 29645 members 
Mstep: Class 17 contains 54546 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160724 members 
Mstep: Class 20 contains 19936 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56666 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250112.000000 Penalty: 102991.429688
Iteration 422Q: 31 clusters Score -1.332501e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83336 members 
Mstep: Class 4 contains 220699 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39817 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47290 members 
Mstep: Class 16 contains 29644 members 
Mstep: Class 17 contains 54546 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160751 members 
Mstep: Class 20 contains 19936 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13449 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56663 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250064.000000 Penalty: 102991.429688
Iteration 423Q: 31 clusters Score -1.332501e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83330 members 
Mstep: Class 4 contains 220679 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39818 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10600 members 
Mstep: Class 15 contains 47291 members 
Mstep: Class 16 contains 29643 members 
Mstep: Class 17 contains 54546 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160776 members 
Mstep: Class 20 contains 19936 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13448 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56661 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250120.000000 Penalty: 102991.429688
Iteration 424Q: 31 clusters Score -1.332501e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183339 members 
Mstep: Class 3 contains 83325 members 
Mstep: Class 4 contains 220648 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39820 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29641 members 
Mstep: Class 17 contains 54549 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160811 members 
Mstep: Class 20 contains 19938 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13445 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56663 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250152.000000 Penalty: 102991.429688
Iteration 425Q: 31 clusters Score -1.332502e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183338 members 
Mstep: Class 3 contains 83316 members 
Mstep: Class 4 contains 220622 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39822 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29640 members 
Mstep: Class 17 contains 54553 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160850 members 
Mstep: Class 20 contains 19935 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13443 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56664 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250200.000000 Penalty: 102991.429688
Iteration 426Q: 31 clusters Score -1.332502e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183341 members 
Mstep: Class 3 contains 83303 members 
Mstep: Class 4 contains 220596 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39823 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47291 members 
Mstep: Class 16 contains 29639 members 
Mstep: Class 17 contains 54558 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160890 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28450 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13443 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56665 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250136.000000 Penalty: 102991.429688
Iteration 427Q: 31 clusters Score -1.332501e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183342 members 
Mstep: Class 3 contains 83285 members 
Mstep: Class 4 contains 220584 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39825 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47291 members 
Mstep: Class 16 contains 29640 members 
Mstep: Class 17 contains 54554 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160929 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28449 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56666 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250168.000000 Penalty: 102991.429688
Iteration 428Q: 31 clusters Score -1.332502e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183346 members 
Mstep: Class 3 contains 83267 members 
Mstep: Class 4 contains 220574 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39824 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47290 members 
Mstep: Class 16 contains 29636 members 
Mstep: Class 17 contains 54553 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 160970 members 
Mstep: Class 20 contains 19932 members 
Mstep: Class 21 contains 28445 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13443 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56669 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250040.000000 Penalty: 102991.429688
Iteration 429Q: 31 clusters Score -1.3325e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183349 members 
Mstep: Class 3 contains 83246 members 
Mstep: Class 4 contains 220551 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39826 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6403 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54555 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161013 members 
Mstep: Class 20 contains 19928 members 
Mstep: Class 21 contains 28448 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13445 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250200.000000 Penalty: 102991.429688
Iteration 430Q: 31 clusters Score -1.332502e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183352 members 
Mstep: Class 3 contains 83236 members 
Mstep: Class 4 contains 220531 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39829 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54552 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161046 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 28450 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13445 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56673 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250200.000000 Penalty: 102991.429688
Iteration 431Q: 31 clusters Score -1.332502e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183356 members 
Mstep: Class 3 contains 83219 members 
Mstep: Class 4 contains 220508 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39829 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6396 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 29639 members 
Mstep: Class 17 contains 54551 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161095 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 28446 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13444 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250168.000000 Penalty: 102991.429688
Iteration 432Q: 31 clusters Score -1.332502e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183362 members 
Mstep: Class 3 contains 83215 members 
Mstep: Class 4 contains 220482 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39829 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47287 members 
Mstep: Class 16 contains 29641 members 
Mstep: Class 17 contains 54552 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161133 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 28441 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56672 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250104.000000 Penalty: 102991.429688
Iteration 433Q: 31 clusters Score -1.332501e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183364 members 
Mstep: Class 3 contains 83210 members 
Mstep: Class 4 contains 220452 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39828 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6387 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47286 members 
Mstep: Class 16 contains 29643 members 
Mstep: Class 17 contains 54557 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161165 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 28440 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56677 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250112.000000 Penalty: 102991.429688
Iteration 434Q: 31 clusters Score -1.332501e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183366 members 
Mstep: Class 3 contains 83201 members 
Mstep: Class 4 contains 220426 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39830 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6385 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47287 members 
Mstep: Class 16 contains 29642 members 
Mstep: Class 17 contains 54555 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161202 members 
Mstep: Class 20 contains 19928 members 
Mstep: Class 21 contains 28441 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250120.000000 Penalty: 102991.429688
Iteration 435Q: 31 clusters Score -1.332501e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183370 members 
Mstep: Class 3 contains 83194 members 
Mstep: Class 4 contains 220408 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39833 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6382 members 
Mstep: Class 14 contains 10602 members 
Mstep: Class 15 contains 47287 members 
Mstep: Class 16 contains 29640 members 
Mstep: Class 17 contains 54556 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161231 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 28439 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 13443 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250136.000000 Penalty: 102991.429688
Iteration 436Q: 31 clusters Score -1.332501e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183377 members 
Mstep: Class 3 contains 83189 members 
Mstep: Class 4 contains 220382 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39836 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6380 members 
Mstep: Class 14 contains 10602 members 
Mstep: Class 15 contains 47285 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54556 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161266 members 
Mstep: Class 20 contains 19927 members 
Mstep: Class 21 contains 28439 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 13444 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250176.000000 Penalty: 102991.429688
Iteration 437Q: 31 clusters Score -1.332502e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183382 members 
Mstep: Class 3 contains 83182 members 
Mstep: Class 4 contains 220366 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 39838 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6378 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 47284 members 
Mstep: Class 16 contains 29639 members 
Mstep: Class 17 contains 54557 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161292 members 
Mstep: Class 20 contains 19927 members 
Mstep: Class 21 contains 28438 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13446 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56677 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250240.000000 Penalty: 102991.429688
Iteration 438Q: 31 clusters Score -1.332502e+08 nChanged 77
Entering ConstructFrom: 
Score: -133250240.000000 Penalty: 102991.429688
Entering ConstructFrom: 
Trying to split cluster 1 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -62570.273438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -62570.27 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 295 members 
Entering Unmasked Estep 
Score: -61058.289062 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61058.29 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61337.503906 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61337.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61479.542969 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61479.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61593.265625 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -61593.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61729.304688 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -61729.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61843.546875 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -61843.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61934.531250 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -61934.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62048.511719 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62048.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62116.765625 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62116.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -62179.839844 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62179.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62235.175781 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62235.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62250.042969 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62250.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62261.023438 Penalty: 3161.166504
	Iteration 12F: 3 clusters Score -62261.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62302.640625 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62302.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62418.832031 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -62418.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62477.589844 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -62477.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62492.589844 Penalty: 3161.166504
	Iteration 16Q: 3 clusters Score -62492.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62519.828125 Penalty: 3161.166504
	Iteration 17Q: 3 clusters Score -62519.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62550.605469 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -62550.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62570.664062 Penalty: 3161.166504
	Iteration 19Q: 3 clusters Score -62570.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62614.589844 Penalty: 3161.166504
	Iteration 20F: 3 clusters Score -62614.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62638.390625 Penalty: 3161.166504
	Iteration 21Q: 3 clusters Score -62638.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62651.605469 Penalty: 3161.166504
	Iteration 22Q: 3 clusters Score -62651.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62655.183594 Penalty: 3161.166504
	Iteration 23Q: 3 clusters Score -62655.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62664.347656 Penalty: 3161.166504
	Iteration 24Q: 3 clusters Score -62664.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62692.257812 Penalty: 3161.166504
	Iteration 25Q: 3 clusters Score -62692.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62744.609375 Penalty: 3161.166504
	Iteration 26Q: 3 clusters Score -62744.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62791.136719 Penalty: 3161.166504
	Iteration 27Q: 3 clusters Score -62791.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62835.539062 Penalty: 3161.166504
	Iteration 28Q: 3 clusters Score -62835.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62835.539062 Penalty: 3161.166504
	Iteration 29F: 3 clusters Score -62835.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 183381 members 
Mstep: Class 3 contains 83171 members 
Mstep: Class 4 contains 220358 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39842 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54556 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161313 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 28439 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38355 members 
Mstep: Class 31 contains 230 members 
Entering Unmasked Estep 
Score: -133248616.000000 Penalty: 106424.484375
Splitting cluster 1 changes total score from -133250240.000000 to -133248616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (183381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183381 members 
Entering Unmasked Estep 
Score: -24279136.000000 Penalty: 3005.591553
	Iteration 0F: 2 clusters Score -2.427914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -24169930.000000 Penalty: 6011.183105
	Iteration 0F: 3 clusters Score -2.416993e+07 nChanged 88036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -24222222.000000 Penalty: 6011.183105
	Iteration 1F: 3 clusters Score -2.422222e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -24223818.000000 Penalty: 6011.183105
	Iteration 2Q: 3 clusters Score -2.422382e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 106678 members 
Entering Unmasked Estep 
Score: -24226304.000000 Penalty: 6011.183105
	Iteration 3Q: 3 clusters Score -2.42263e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -24229666.000000 Penalty: 6011.183105
	Iteration 4F: 3 clusters Score -2.422967e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 124614 members 
Entering Unmasked Estep 
Score: -24235274.000000 Penalty: 6011.183105
	Iteration 5F: 3 clusters Score -2.423527e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -24242948.000000 Penalty: 6011.183105
	Iteration 6F: 3 clusters Score -2.424295e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 150231 members 
Entering Unmasked Estep 
Score: -24252464.000000 Penalty: 6011.183105
	Iteration 7F: 3 clusters Score -2.425246e+07 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 162235 members 
Entering Unmasked Estep 
Score: -24263282.000000 Penalty: 6011.183105
	Iteration 8F: 3 clusters Score -2.426328e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 171680 members 
Entering Unmasked Estep 
Score: -24269972.000000 Penalty: 6011.183105
	Iteration 9F: 3 clusters Score -2.426997e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 177616 members 
Entering Unmasked Estep 
Score: -24273714.000000 Penalty: 6011.183105
	Iteration 10Q: 3 clusters Score -2.427371e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 180680 members 
Entering Unmasked Estep 
Score: -24275116.000000 Penalty: 6011.183105
	Iteration 11Q: 3 clusters Score -2.427512e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 182023 members 
Entering Unmasked Estep 
Score: -24275856.000000 Penalty: 6011.183105
	Iteration 12Q: 3 clusters Score -2.427586e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 182528 members 
Entering Unmasked Estep 
Score: -24276242.000000 Penalty: 6011.183105
	Iteration 13Q: 3 clusters Score -2.427624e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 182742 members 
Entering Unmasked Estep 
Score: -24276418.000000 Penalty: 6011.183105
	Iteration 14Q: 3 clusters Score -2.427642e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 182828 members 
Entering Unmasked Estep 
Score: -24276490.000000 Penalty: 6011.183105
	Iteration 15Q: 3 clusters Score -2.427649e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 182869 members 
Entering Unmasked Estep 
Score: -24276566.000000 Penalty: 6011.183105
	Iteration 16Q: 3 clusters Score -2.427657e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 182891 members 
Entering Unmasked Estep 
Score: -24276600.000000 Penalty: 6011.183105
	Iteration 17Q: 3 clusters Score -2.42766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 182908 members 
Entering Unmasked Estep 
Score: -24276608.000000 Penalty: 6011.183105
	Iteration 18Q: 3 clusters Score -2.427661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 182928 members 
Entering Unmasked Estep 
Score: -24276626.000000 Penalty: 6011.183105
	Iteration 19Q: 3 clusters Score -2.427663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 182942 members 
Entering Unmasked Estep 
Score: -24276630.000000 Penalty: 6011.183105
	Iteration 20F: 3 clusters Score -2.427663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 182949 members 
Entering Unmasked Estep 
Score: -24276656.000000 Penalty: 6011.183105
	Iteration 21Q: 3 clusters Score -2.427666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 182955 members 
Entering Unmasked Estep 
Score: -24276658.000000 Penalty: 6011.183105
	Iteration 22Q: 3 clusters Score -2.427666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 182960 members 
Entering Unmasked Estep 
Score: -24276680.000000 Penalty: 6011.183105
	Iteration 23Q: 3 clusters Score -2.427668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 182964 members 
Entering Unmasked Estep 
Score: -24276694.000000 Penalty: 6011.183105
	Iteration 24Q: 3 clusters Score -2.427669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 182963 members 
Entering Unmasked Estep 
Score: -24276702.000000 Penalty: 6011.183105
	Iteration 25Q: 3 clusters Score -2.42767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 182964 members 
Entering Unmasked Estep 
Score: -24276710.000000 Penalty: 6011.183105
	Iteration 26Q: 3 clusters Score -2.427671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 182968 members 
Entering Unmasked Estep 
Score: -24276688.000000 Penalty: 6011.183105
	Iteration 27Q: 3 clusters Score -2.427669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 182969 members 
Entering Unmasked Estep 
Score: -24276690.000000 Penalty: 6011.183105
	Iteration 28Q: 3 clusters Score -2.427669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 182968 members 
Entering Unmasked Estep 
Score: -24276692.000000 Penalty: 6011.183105
	Iteration 29Q: 3 clusters Score -2.427669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 182967 members 
Entering Unmasked Estep 
Score: -24276694.000000 Penalty: 6011.183105
	Iteration 30Q: 3 clusters Score -2.427669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 182967 members 
Entering Unmasked Estep 
Score: -24276694.000000 Penalty: 6011.183105
	Iteration 31F: 3 clusters Score -2.427669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Entering Unmasked Estep 
Score: -11101313.000000 Penalty: 2809.506348
	Iteration 0F: 2 clusters Score -1.110131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -11045843.000000 Penalty: 5619.012695
	Iteration 0F: 3 clusters Score -1.104584e+07 nChanged 39024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -11067879.000000 Penalty: 5619.012695
	Iteration 1F: 3 clusters Score -1.106788e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -11068566.000000 Penalty: 5619.012695
	Iteration 2Q: 3 clusters Score -1.106857e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -11069218.000000 Penalty: 5619.012695
	Iteration 3Q: 3 clusters Score -1.106922e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -11070012.000000 Penalty: 5619.012695
	Iteration 4Q: 3 clusters Score -1.107001e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -11070985.000000 Penalty: 5619.012695
	Iteration 5Q: 3 clusters Score -1.107098e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -11072207.000000 Penalty: 5619.012695
	Iteration 6Q: 3 clusters Score -1.107221e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -11074220.000000 Penalty: 5619.012695
	Iteration 7Q: 3 clusters Score -1.107422e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -11077718.000000 Penalty: 5619.012695
	Iteration 8F: 3 clusters Score -1.107772e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -11082632.000000 Penalty: 5619.012695
	Iteration 9F: 3 clusters Score -1.108263e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -11088418.000000 Penalty: 5619.012695
	Iteration 10F: 3 clusters Score -1.108842e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -11093490.000000 Penalty: 5619.012695
	Iteration 11F: 3 clusters Score -1.109349e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -11096456.000000 Penalty: 5619.012695
	Iteration 12Q: 3 clusters Score -1.109646e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -11097840.000000 Penalty: 5619.012695
	Iteration 13Q: 3 clusters Score -1.109784e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -11098346.000000 Penalty: 5619.012695
	Iteration 14Q: 3 clusters Score -1.109835e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -11098576.000000 Penalty: 5619.012695
	Iteration 15Q: 3 clusters Score -1.109858e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -11098696.000000 Penalty: 5619.012695
	Iteration 16Q: 3 clusters Score -1.10987e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -11098769.000000 Penalty: 5619.012695
	Iteration 17Q: 3 clusters Score -1.109877e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -11098832.000000 Penalty: 5619.012695
	Iteration 18Q: 3 clusters Score -1.109883e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -11098860.000000 Penalty: 5619.012695
	Iteration 19Q: 3 clusters Score -1.109886e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
Score: -11098901.000000 Penalty: 5619.012695
	Iteration 20F: 3 clusters Score -1.10989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -11098925.000000 Penalty: 5619.012695
	Iteration 21Q: 3 clusters Score -1.109892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -11098934.000000 Penalty: 5619.012695
	Iteration 22Q: 3 clusters Score -1.109893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -11098952.000000 Penalty: 5619.012695
	Iteration 23Q: 3 clusters Score -1.109895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -11098980.000000 Penalty: 5619.012695
	Iteration 24Q: 3 clusters Score -1.109898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -11098988.000000 Penalty: 5619.012695
	Iteration 25Q: 3 clusters Score -1.109899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -11098989.000000 Penalty: 5619.012695
	Iteration 26Q: 3 clusters Score -1.109899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -11098995.000000 Penalty: 5619.012695
	Iteration 27Q: 3 clusters Score -1.1099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -11099005.000000 Penalty: 5619.012695
	Iteration 28Q: 3 clusters Score -1.1099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -11099016.000000 Penalty: 5619.012695
	Iteration 29Q: 3 clusters Score -1.109902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -11099014.000000 Penalty: 5619.012695
	Iteration 30Q: 3 clusters Score -1.109901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -11099011.000000 Penalty: 5619.012695
	Iteration 31Q: 3 clusters Score -1.109901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -11099011.000000 Penalty: 5619.012695
	Iteration 32Q: 3 clusters Score -1.109901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -11099011.000000 Penalty: 5619.012695
	Iteration 33Q: 3 clusters Score -1.109901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -11099007.000000 Penalty: 5619.012695
	Iteration 34Q: 3 clusters Score -1.109901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -11099016.000000 Penalty: 5619.012695
	Iteration 35Q: 3 clusters Score -1.109902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -11099016.000000 Penalty: 5619.012695
	Iteration 36F: 3 clusters Score -1.109902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220358 members 
Entering Unmasked Estep 
Score: -29218274.000000 Penalty: 3051.146240
	Iteration 0F: 2 clusters Score -2.921827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -29080816.000000 Penalty: 6102.292480
	Iteration 0F: 3 clusters Score -2.908082e+07 nChanged 106010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120221 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
Score: -29143426.000000 Penalty: 6102.292480
	Iteration 1F: 3 clusters Score -2.914343e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -29145452.000000 Penalty: 6102.292480
	Iteration 2Q: 3 clusters Score -2.914545e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135348 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -29149130.000000 Penalty: 6102.292480
	Iteration 3Q: 3 clusters Score -2.914913e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -29156996.000000 Penalty: 6102.292480
	Iteration 4F: 3 clusters Score -2.9157e+07 nChanged 18807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167536 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -29171270.000000 Penalty: 6102.292480
	Iteration 5F: 3 clusters Score -2.917127e+07 nChanged 22036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189572 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -29191438.000000 Penalty: 6102.292480
	Iteration 6F: 3 clusters Score -2.919144e+07 nChanged 18661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208233 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -29207202.000000 Penalty: 6102.292480
	Iteration 7F: 3 clusters Score -2.92072e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217397 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -29213654.000000 Penalty: 6102.292480
	Iteration 8Q: 3 clusters Score -2.921365e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219754 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -29215074.000000 Penalty: 6102.292480
	Iteration 9Q: 3 clusters Score -2.921507e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220139 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29215374.000000 Penalty: 6102.292480
	Iteration 10Q: 3 clusters Score -2.921537e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29215464.000000 Penalty: 6102.292480
	Iteration 11Q: 3 clusters Score -2.921546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220200 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29215492.000000 Penalty: 6102.292480
	Iteration 12Q: 3 clusters Score -2.921549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29215526.000000 Penalty: 6102.292480
	Iteration 13Q: 3 clusters Score -2.921553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220207 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29215542.000000 Penalty: 6102.292480
	Iteration 14Q: 3 clusters Score -2.921554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29215570.000000 Penalty: 6102.292480
	Iteration 15Q: 3 clusters Score -2.921557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29215556.000000 Penalty: 6102.292480
	Iteration 16Q: 3 clusters Score -2.921556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29215578.000000 Penalty: 6102.292480
	Iteration 17Q: 3 clusters Score -2.921558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29215578.000000 Penalty: 6102.292480
	Iteration 18Q: 3 clusters Score -2.921558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29215570.000000 Penalty: 6102.292480
	Iteration 19Q: 3 clusters Score -2.921557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29215560.000000 Penalty: 6102.292480
	Iteration 20F: 3 clusters Score -2.921556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29215578.000000 Penalty: 6102.292480
	Iteration 21Q: 3 clusters Score -2.921558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29215586.000000 Penalty: 6102.292480
	Iteration 22Q: 3 clusters Score -2.921559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29215586.000000 Penalty: 6102.292480
	Iteration 23F: 3 clusters Score -2.921559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 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 239 members 
Entering Unmasked Estep 
Score: -56828.343750 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56828.34 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57115.089844 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -57115.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57231.988281 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -57231.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57327.011719 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -57327.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57440.738281 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -57440.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57604.300781 Penalty: 3090.318848
	Iteration 5F: 3 clusters Score -57604.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57954.386719 Penalty: 3090.318848
	Iteration 6F: 3 clusters Score -57954.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58257.289062 Penalty: 3090.318848
	Iteration 7F: 3 clusters Score -58257.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58608.386719 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -58608.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58860.601562 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -58860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58934.738281 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -58934.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59075.613281 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -59075.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59163.195312 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -59163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59163.195312 Penalty: 3090.318848
	Iteration 13F: 3 clusters Score -59163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183381 members 
Mstep: Class 3 contains 83171 members 
Mstep: Class 4 contains 220358 members 
Mstep: Class 5 contains 149 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39842 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54556 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161313 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 28439 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38355 members 
Mstep: Class 31 contains 359 members 
Entering Unmasked Estep 
Score: -133249104.000000 Penalty: 106424.484375
Splitting cluster 5 changes total score from -133250240.000000 to -133249104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Entering Unmasked Estep 
Score: -376215.812500 Penalty: 1979.215454
	Iteration 0F: 2 clusters Score -376215.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -372984.750000 Penalty: 3958.430908
	Iteration 0F: 3 clusters Score -372984.8 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -373742.906250 Penalty: 3958.430908
	Iteration 1F: 3 clusters Score -373742.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -374109.375000 Penalty: 3958.430908
	Iteration 2F: 3 clusters Score -374109.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -374391.156250 Penalty: 3958.430908
	Iteration 3F: 3 clusters Score -374391.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -374621.625000 Penalty: 3958.430908
	Iteration 4F: 3 clusters Score -374621.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -374833.406250 Penalty: 3958.430908
	Iteration 5F: 3 clusters Score -374833.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -374991.218750 Penalty: 3958.430908
	Iteration 6Q: 3 clusters Score -374991.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -375105.687500 Penalty: 3958.430908
	Iteration 7Q: 3 clusters Score -375105.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -375209.812500 Penalty: 3958.430908
	Iteration 8Q: 3 clusters Score -375209.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -375356.250000 Penalty: 3958.430908
	Iteration 9Q: 3 clusters Score -375356.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -375555.281250 Penalty: 3958.430908
	Iteration 10Q: 3 clusters Score -375555.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -375758.156250 Penalty: 3958.430908
	Iteration 11Q: 3 clusters Score -375758.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -375933.250000 Penalty: 3958.430908
	Iteration 12Q: 3 clusters Score -375933.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -376048.468750 Penalty: 3958.430908
	Iteration 13Q: 3 clusters Score -376048.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -376113.187500 Penalty: 3958.430908
	Iteration 14Q: 3 clusters Score -376113.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -376143.281250 Penalty: 3958.430908
	Iteration 15Q: 3 clusters Score -376143.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -376159.312500 Penalty: 3958.430908
	Iteration 16Q: 3 clusters Score -376159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -376164.000000 Penalty: 3958.430908
	Iteration 17Q: 3 clusters Score -376164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -376163.937500 Penalty: 3958.430908
	Iteration 18Q: 3 clusters Score -376163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -376163.937500 Penalty: 3958.430908
	Iteration 19F: 3 clusters Score -376163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -40917.453125 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -40917.45 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 201 members 
Entering Unmasked Estep 
Score: -39627.304688 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -39627.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40309.847656 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -40309.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40737.164062 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -40737.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41136.781250 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -41136.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41450.148438 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -41450.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41590.402344 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -41590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41762.164062 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -41762.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41782.777344 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -41782.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41814.507812 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -41814.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41842.343750 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -41842.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41873.500000 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -41873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41890.308594 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -41890.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41890.308594 Penalty: 2993.598877
	Iteration 12F: 3 clusters Score -41890.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183381 members 
Mstep: Class 3 contains 83171 members 
Mstep: Class 4 contains 220358 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39842 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54556 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161313 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 28439 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38355 members 
Mstep: Class 31 contains 241 members 
Entering Unmasked Estep 
Score: -133249184.000000 Penalty: 106424.484375
Splitting cluster 7 changes total score from -133250240.000000 to -133249184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -185026.718750 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -185026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -182773.546875 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -182773.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -183111.953125 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -183112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -183205.078125 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -183205.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -183253.453125 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -183253.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183291.671875 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -183291.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183309.078125 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -183309.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -183326.531250 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -183326.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -183345.765625 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -183345.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -183357.000000 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -183357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -183370.468750 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -183370.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -183390.296875 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -183390.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -183400.015625 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -183400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -183412.031250 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -183412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -183420.140625 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -183420.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -183430.437500 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -183430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -183442.937500 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -183442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -183451.937500 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -183451.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -183460.546875 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -183460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -183465.906250 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -183465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -183472.375000 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -183472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183476.828125 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -183476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183478.875000 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -183478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -183480.078125 Penalty: 3605.729736
	Iteration 22Q: 3 clusters Score -183480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -183480.921875 Penalty: 3605.729736
	Iteration 23Q: 3 clusters Score -183480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -183481.765625 Penalty: 3605.729736
	Iteration 24Q: 3 clusters Score -183481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -183482.812500 Penalty: 3605.729736
	Iteration 25Q: 3 clusters Score -183482.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -183482.812500 Penalty: 3605.729736
	Iteration 26F: 3 clusters Score -183482.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -403870.000000 Penalty: 2025.080566
	Iteration 0F: 2 clusters Score -403870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -400269.562500 Penalty: 4050.161133
	Iteration 0F: 3 clusters Score -400269.6 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -401030.125000 Penalty: 4050.161133
	Iteration 1F: 3 clusters Score -401030.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -401217.062500 Penalty: 4050.161133
	Iteration 2F: 3 clusters Score -401217.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -401315.906250 Penalty: 4050.161133
	Iteration 3Q: 3 clusters Score -401315.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -401394.156250 Penalty: 4050.161133
	Iteration 4Q: 3 clusters Score -401394.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -401454.843750 Penalty: 4050.161133
	Iteration 5Q: 3 clusters Score -401454.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -401505.812500 Penalty: 4050.161133
	Iteration 6Q: 3 clusters Score -401505.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -401543.562500 Penalty: 4050.161133
	Iteration 7Q: 3 clusters Score -401543.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -401577.875000 Penalty: 4050.161133
	Iteration 8Q: 3 clusters Score -401577.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -401600.625000 Penalty: 4050.161133
	Iteration 9Q: 3 clusters Score -401600.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -401623.593750 Penalty: 4050.161133
	Iteration 10Q: 3 clusters Score -401623.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -401645.781250 Penalty: 4050.161133
	Iteration 11Q: 3 clusters Score -401645.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -401677.593750 Penalty: 4050.161133
	Iteration 12Q: 3 clusters Score -401677.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -401711.281250 Penalty: 4050.161133
	Iteration 13Q: 3 clusters Score -401711.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -401741.343750 Penalty: 4050.161133
	Iteration 14Q: 3 clusters Score -401741.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -401771.156250 Penalty: 4050.161133
	Iteration 15Q: 3 clusters Score -401771.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -401797.312500 Penalty: 4050.161133
	Iteration 16Q: 3 clusters Score -401797.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -401815.468750 Penalty: 4050.161133
	Iteration 17Q: 3 clusters Score -401815.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -401829.843750 Penalty: 4050.161133
	Iteration 18Q: 3 clusters Score -401829.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -401845.187500 Penalty: 4050.161133
	Iteration 19Q: 3 clusters Score -401845.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -401860.875000 Penalty: 4050.161133
	Iteration 20F: 3 clusters Score -401860.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -401878.656250 Penalty: 4050.161133
	Iteration 21Q: 3 clusters Score -401878.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -401898.343750 Penalty: 4050.161133
	Iteration 22Q: 3 clusters Score -401898.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -401920.093750 Penalty: 4050.161133
	Iteration 23Q: 3 clusters Score -401920.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -401938.687500 Penalty: 4050.161133
	Iteration 24Q: 3 clusters Score -401938.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -401957.812500 Penalty: 4050.161133
	Iteration 25Q: 3 clusters Score -401957.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -401976.343750 Penalty: 4050.161133
	Iteration 26Q: 3 clusters Score -401976.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -401989.125000 Penalty: 4050.161133
	Iteration 27Q: 3 clusters Score -401989.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -402003.093750 Penalty: 4050.161133
	Iteration 28Q: 3 clusters Score -402003.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -402020.250000 Penalty: 4050.161133
	Iteration 29Q: 3 clusters Score -402020.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -402032.718750 Penalty: 4050.161133
	Iteration 30Q: 3 clusters Score -402032.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -402043.468750 Penalty: 4050.161133
	Iteration 31Q: 3 clusters Score -402043.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -402052.968750 Penalty: 4050.161133
	Iteration 32Q: 3 clusters Score -402053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -402066.375000 Penalty: 4050.161133
	Iteration 33Q: 3 clusters Score -402066.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -402085.656250 Penalty: 4050.161133
	Iteration 34Q: 3 clusters Score -402085.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -402099.031250 Penalty: 4050.161133
	Iteration 35Q: 3 clusters Score -402099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -402107.937500 Penalty: 4050.161133
	Iteration 36Q: 3 clusters Score -402107.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -402116.218750 Penalty: 4050.161133
	Iteration 37Q: 3 clusters Score -402116.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -402124.593750 Penalty: 4050.161133
	Iteration 38Q: 3 clusters Score -402124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -402131.218750 Penalty: 4050.161133
	Iteration 39Q: 3 clusters Score -402131.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -402143.000000 Penalty: 4050.161133
	Iteration 40F: 3 clusters Score -402143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -402153.968750 Penalty: 4050.161133
	Iteration 41Q: 3 clusters Score -402154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -402163.500000 Penalty: 4050.161133
	Iteration 42Q: 3 clusters Score -402163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -402168.937500 Penalty: 4050.161133
	Iteration 43Q: 3 clusters Score -402168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -402172.656250 Penalty: 4050.161133
	Iteration 44Q: 3 clusters Score -402172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -402175.906250 Penalty: 4050.161133
	Iteration 45Q: 3 clusters Score -402175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -402180.781250 Penalty: 4050.161133
	Iteration 46Q: 3 clusters Score -402180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -402183.125000 Penalty: 4050.161133
	Iteration 47Q: 3 clusters Score -402183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -402185.812500 Penalty: 4050.161133
	Iteration 48Q: 3 clusters Score -402185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -402187.250000 Penalty: 4050.161133
	Iteration 49Q: 3 clusters Score -402187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -402188.250000 Penalty: 4050.161133
	Iteration 50Q: 3 clusters Score -402188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -402189.218750 Penalty: 4050.161133
	Iteration 51Q: 3 clusters Score -402189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -402191.125000 Penalty: 4050.161133
	Iteration 52Q: 3 clusters Score -402191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -402192.375000 Penalty: 4050.161133
	Iteration 53Q: 3 clusters Score -402192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -402193.375000 Penalty: 4050.161133
	Iteration 54Q: 3 clusters Score -402193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -402192.437500 Penalty: 4050.161133
	Iteration 55Q: 3 clusters Score -402192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -402192.437500 Penalty: 4050.161133
	Iteration 56F: 3 clusters Score -402192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Entering Unmasked Estep 
Score: -5173498.500000 Penalty: 2626.983887
	Iteration 0F: 2 clusters Score -5173498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5146618.000000 Penalty: 5253.967773
	Iteration 0F: 3 clusters Score -5146618 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -5156315.000000 Penalty: 5253.967773
	Iteration 1F: 3 clusters Score -5156315 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -5156717.500000 Penalty: 5253.967773
	Iteration 2Q: 3 clusters Score -5156718 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -5157162.500000 Penalty: 5253.967773
	Iteration 3Q: 3 clusters Score -5157162 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -5157529.000000 Penalty: 5253.967773
	Iteration 4Q: 3 clusters Score -5157529 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5158029.500000 Penalty: 5253.967773
	Iteration 5Q: 3 clusters Score -5158030 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -5158628.500000 Penalty: 5253.967773
	Iteration 6Q: 3 clusters Score -5158628 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -5159594.500000 Penalty: 5253.967773
	Iteration 7Q: 3 clusters Score -5159594 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5161025.500000 Penalty: 5253.967773
	Iteration 8F: 3 clusters Score -5161026 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -5163011.500000 Penalty: 5253.967773
	Iteration 9F: 3 clusters Score -5163012 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -5165450.500000 Penalty: 5253.967773
	Iteration 10F: 3 clusters Score -5165450 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -5167877.000000 Penalty: 5253.967773
	Iteration 11F: 3 clusters Score -5167877 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -5169632.000000 Penalty: 5253.967773
	Iteration 12Q: 3 clusters Score -5169632 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -5170548.500000 Penalty: 5253.967773
	Iteration 13Q: 3 clusters Score -5170548 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -5170948.500000 Penalty: 5253.967773
	Iteration 14Q: 3 clusters Score -5170948 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5171099.000000 Penalty: 5253.967773
	Iteration 15Q: 3 clusters Score -5171099 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -5171186.000000 Penalty: 5253.967773
	Iteration 16Q: 3 clusters Score -5171186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5171228.000000 Penalty: 5253.967773
	Iteration 17Q: 3 clusters Score -5171228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -5171252.500000 Penalty: 5253.967773
	Iteration 18Q: 3 clusters Score -5171252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -5171263.000000 Penalty: 5253.967773
	Iteration 19Q: 3 clusters Score -5171263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -5171281.500000 Penalty: 5253.967773
	Iteration 20F: 3 clusters Score -5171282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5171303.000000 Penalty: 5253.967773
	Iteration 21Q: 3 clusters Score -5171303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -5171311.000000 Penalty: 5253.967773
	Iteration 22Q: 3 clusters Score -5171311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5171318.500000 Penalty: 5253.967773
	Iteration 23Q: 3 clusters Score -5171318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5171328.000000 Penalty: 5253.967773
	Iteration 24Q: 3 clusters Score -5171328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -5171342.000000 Penalty: 5253.967773
	Iteration 25Q: 3 clusters Score -5171342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -5171340.000000 Penalty: 5253.967773
	Iteration 26Q: 3 clusters Score -5171340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5171340.500000 Penalty: 5253.967773
	Iteration 27Q: 3 clusters Score -5171340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5171340.500000 Penalty: 5253.967773
	Iteration 28F: 3 clusters Score -5171340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -393910.812500 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -393910.8 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 1559 members 
Entering Unmasked Estep 
Score: -390589.218750 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -390589.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -391317.281250 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -391317.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -391581.156250 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -391581.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -391874.375000 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -391874.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -392304.281250 Penalty: 3993.307129
	Iteration 4F: 3 clusters Score -392304.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -392939.750000 Penalty: 3993.307129
	Iteration 5F: 3 clusters Score -392939.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -393579.906250 Penalty: 3993.307129
	Iteration 6F: 3 clusters Score -393579.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -394021.656250 Penalty: 3993.307129
	Iteration 7F: 3 clusters Score -394021.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -394229.343750 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -394229.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -394287.812500 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -394287.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -394306.593750 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -394306.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -394315.750000 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -394315.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -394322.093750 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -394322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -394324.312500 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -394324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -394325.000000 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -394325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -394325.000000 Penalty: 3993.307129
	Iteration 15F: 3 clusters Score -394325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183381 members 
Mstep: Class 3 contains 83171 members 
Mstep: Class 4 contains 220358 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39842 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54556 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161313 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 28439 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38355 members 
Mstep: Class 31 contains 1194 members 
Entering Unmasked Estep 
Score: -133249312.000000 Penalty: 106424.484375
Splitting cluster 11 changes total score from -133250240.000000 to -133249312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -92156.437500 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -92156.44 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 372 members 
Entering Unmasked Estep 
Score: -90408.210938 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -90408.21 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90645.687500 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -90645.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90730.539062 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -90730.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90750.835938 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -90750.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90766.304688 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -90766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90768.101562 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -90768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90770.890625 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -90770.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90771.398438 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -90771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90771.398438 Penalty: 3261.237549
	Iteration 8F: 3 clusters Score -90771.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -865517.750000 Penalty: 2172.553467
	Iteration 0F: 2 clusters Score -865517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -860150.625000 Penalty: 4345.106934
	Iteration 0F: 3 clusters Score -860150.6 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -861489.125000 Penalty: 4345.106934
	Iteration 1F: 3 clusters Score -861489.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -861644.375000 Penalty: 4345.106934
	Iteration 2F: 3 clusters Score -861644.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -861754.250000 Penalty: 4345.106934
	Iteration 3Q: 3 clusters Score -861754.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -861822.312500 Penalty: 4345.106934
	Iteration 4Q: 3 clusters Score -861822.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -861874.250000 Penalty: 4345.106934
	Iteration 5Q: 3 clusters Score -861874.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -861921.562500 Penalty: 4345.106934
	Iteration 6Q: 3 clusters Score -861921.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -861955.312500 Penalty: 4345.106934
	Iteration 7Q: 3 clusters Score -861955.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -861985.625000 Penalty: 4345.106934
	Iteration 8Q: 3 clusters Score -861985.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -862016.750000 Penalty: 4345.106934
	Iteration 9Q: 3 clusters Score -862016.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -862040.187500 Penalty: 4345.106934
	Iteration 10Q: 3 clusters Score -862040.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -862060.375000 Penalty: 4345.106934
	Iteration 11Q: 3 clusters Score -862060.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -862076.562500 Penalty: 4345.106934
	Iteration 12Q: 3 clusters Score -862076.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -862093.875000 Penalty: 4345.106934
	Iteration 13Q: 3 clusters Score -862093.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -862113.687500 Penalty: 4345.106934
	Iteration 14Q: 3 clusters Score -862113.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -862124.312500 Penalty: 4345.106934
	Iteration 15Q: 3 clusters Score -862124.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -862135.875000 Penalty: 4345.106934
	Iteration 16Q: 3 clusters Score -862135.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -862141.312500 Penalty: 4345.106934
	Iteration 17Q: 3 clusters Score -862141.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -862148.375000 Penalty: 4345.106934
	Iteration 18Q: 3 clusters Score -862148.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -862153.687500 Penalty: 4345.106934
	Iteration 19Q: 3 clusters Score -862153.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -862157.875000 Penalty: 4345.106934
	Iteration 20F: 3 clusters Score -862157.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -862162.937500 Penalty: 4345.106934
	Iteration 21Q: 3 clusters Score -862162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -862169.937500 Penalty: 4345.106934
	Iteration 22Q: 3 clusters Score -862169.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -862174.875000 Penalty: 4345.106934
	Iteration 23Q: 3 clusters Score -862174.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -862180.000000 Penalty: 4345.106934
	Iteration 24Q: 3 clusters Score -862180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -862182.875000 Penalty: 4345.106934
	Iteration 25Q: 3 clusters Score -862182.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -862188.687500 Penalty: 4345.106934
	Iteration 26Q: 3 clusters Score -862188.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -862192.500000 Penalty: 4345.106934
	Iteration 27Q: 3 clusters Score -862192.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -862197.187500 Penalty: 4345.106934
	Iteration 28Q: 3 clusters Score -862197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -862197.562500 Penalty: 4345.106934
	Iteration 29Q: 3 clusters Score -862197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -862201.250000 Penalty: 4345.106934
	Iteration 30Q: 3 clusters Score -862201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -862202.875000 Penalty: 4345.106934
	Iteration 31Q: 3 clusters Score -862202.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -862204.562500 Penalty: 4345.106934
	Iteration 32Q: 3 clusters Score -862204.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -862208.562500 Penalty: 4345.106934
	Iteration 33Q: 3 clusters Score -862208.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -862211.250000 Penalty: 4345.106934
	Iteration 34Q: 3 clusters Score -862211.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -862214.312500 Penalty: 4345.106934
	Iteration 35Q: 3 clusters Score -862214.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -862215.937500 Penalty: 4345.106934
	Iteration 36Q: 3 clusters Score -862215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -862215.875000 Penalty: 4345.106934
	Iteration 37Q: 3 clusters Score -862215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -862217.375000 Penalty: 4345.106934
	Iteration 38Q: 3 clusters Score -862217.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -862219.062500 Penalty: 4345.106934
	Iteration 39Q: 3 clusters Score -862219.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -862222.375000 Penalty: 4345.106934
	Iteration 40F: 3 clusters Score -862222.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -862224.750000 Penalty: 4345.106934
	Iteration 41Q: 3 clusters Score -862224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -862226.750000 Penalty: 4345.106934
	Iteration 42Q: 3 clusters Score -862226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -862228.062500 Penalty: 4345.106934
	Iteration 43Q: 3 clusters Score -862228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -862229.687500 Penalty: 4345.106934
	Iteration 44Q: 3 clusters Score -862229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -862230.750000 Penalty: 4345.106934
	Iteration 45Q: 3 clusters Score -862230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -862231.312500 Penalty: 4345.106934
	Iteration 46Q: 3 clusters Score -862231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -862232.062500 Penalty: 4345.106934
	Iteration 47Q: 3 clusters Score -862232.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -862236.000000 Penalty: 4345.106934
	Iteration 48Q: 3 clusters Score -862236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -862238.250000 Penalty: 4345.106934
	Iteration 49Q: 3 clusters Score -862238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -862239.062500 Penalty: 4345.106934
	Iteration 50Q: 3 clusters Score -862239.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -862240.875000 Penalty: 4345.106934
	Iteration 51Q: 3 clusters Score -862240.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -862243.250000 Penalty: 4345.106934
	Iteration 52Q: 3 clusters Score -862243.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -862246.312500 Penalty: 4345.106934
	Iteration 53Q: 3 clusters Score -862246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -862246.187500 Penalty: 4345.106934
	Iteration 54Q: 3 clusters Score -862246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -862247.437500 Penalty: 4345.106934
	Iteration 55Q: 3 clusters Score -862247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -862247.625000 Penalty: 4345.106934
	Iteration 56Q: 3 clusters Score -862247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -862247.625000 Penalty: 4345.106934
	Iteration 57Q: 3 clusters Score -862247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -862247.625000 Penalty: 4345.106934
	Iteration 58F: 3 clusters Score -862247.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1390027.750000 Penalty: 2298.685303
	Iteration 0F: 2 clusters Score -1390028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1381922.375000 Penalty: 4597.370605
	Iteration 0F: 3 clusters Score -1381922 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1384226.750000 Penalty: 4597.370605
	Iteration 1F: 3 clusters Score -1384227 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1384495.500000 Penalty: 4597.370605
	Iteration 2F: 3 clusters Score -1384496 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1384704.375000 Penalty: 4597.370605
	Iteration 3Q: 3 clusters Score -1384704 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1384874.000000 Penalty: 4597.370605
	Iteration 4Q: 3 clusters Score -1384874 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1385012.250000 Penalty: 4597.370605
	Iteration 5Q: 3 clusters Score -1385012 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1385121.625000 Penalty: 4597.370605
	Iteration 6Q: 3 clusters Score -1385122 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1385230.750000 Penalty: 4597.370605
	Iteration 7Q: 3 clusters Score -1385231 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1385368.625000 Penalty: 4597.370605
	Iteration 8Q: 3 clusters Score -1385369 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1385525.000000 Penalty: 4597.370605
	Iteration 9Q: 3 clusters Score -1385525 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1385699.250000 Penalty: 4597.370605
	Iteration 10Q: 3 clusters Score -1385699 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1385889.750000 Penalty: 4597.370605
	Iteration 11Q: 3 clusters Score -1385890 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1386070.000000 Penalty: 4597.370605
	Iteration 12Q: 3 clusters Score -1386070 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1386282.875000 Penalty: 4597.370605
	Iteration 13Q: 3 clusters Score -1386283 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1386525.250000 Penalty: 4597.370605
	Iteration 14Q: 3 clusters Score -1386525 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1386743.875000 Penalty: 4597.370605
	Iteration 15Q: 3 clusters Score -1386744 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1386963.375000 Penalty: 4597.370605
	Iteration 16Q: 3 clusters Score -1386963 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1387177.500000 Penalty: 4597.370605
	Iteration 17Q: 3 clusters Score -1387178 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1387368.000000 Penalty: 4597.370605
	Iteration 18Q: 3 clusters Score -1387368 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1387522.875000 Penalty: 4597.370605
	Iteration 19Q: 3 clusters Score -1387523 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1387623.125000 Penalty: 4597.370605
	Iteration 20F: 3 clusters Score -1387623 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1387703.000000 Penalty: 4597.370605
	Iteration 21Q: 3 clusters Score -1387703 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1387771.250000 Penalty: 4597.370605
	Iteration 22Q: 3 clusters Score -1387771 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1387827.750000 Penalty: 4597.370605
	Iteration 23Q: 3 clusters Score -1387828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1387872.750000 Penalty: 4597.370605
	Iteration 24Q: 3 clusters Score -1387873 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1387914.250000 Penalty: 4597.370605
	Iteration 25Q: 3 clusters Score -1387914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1387944.375000 Penalty: 4597.370605
	Iteration 26Q: 3 clusters Score -1387944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1387967.875000 Penalty: 4597.370605
	Iteration 27Q: 3 clusters Score -1387968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1387992.500000 Penalty: 4597.370605
	Iteration 28Q: 3 clusters Score -1387992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1388012.000000 Penalty: 4597.370605
	Iteration 29Q: 3 clusters Score -1388012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1388025.875000 Penalty: 4597.370605
	Iteration 30Q: 3 clusters Score -1388026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1388038.000000 Penalty: 4597.370605
	Iteration 31Q: 3 clusters Score -1388038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1388040.000000 Penalty: 4597.370605
	Iteration 32Q: 3 clusters Score -1388040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1388046.875000 Penalty: 4597.370605
	Iteration 33Q: 3 clusters Score -1388047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1388050.000000 Penalty: 4597.370605
	Iteration 34Q: 3 clusters Score -1388050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1388052.250000 Penalty: 4597.370605
	Iteration 35Q: 3 clusters Score -1388052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1388051.500000 Penalty: 4597.370605
	Iteration 36Q: 3 clusters Score -1388052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1388053.000000 Penalty: 4597.370605
	Iteration 37Q: 3 clusters Score -1388053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1388053.000000 Penalty: 4597.370605
	Iteration 38F: 3 clusters Score -1388053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Entering Unmasked Estep 
Score: -5860761.000000 Penalty: 2669.448730
	Iteration 0F: 2 clusters Score -5860761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5828749.500000 Penalty: 5338.897461
	Iteration 0F: 3 clusters Score -5828750 nChanged 21787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5841130.000000 Penalty: 5338.897461
	Iteration 1F: 3 clusters Score -5841130 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5841859.500000 Penalty: 5338.897461
	Iteration 2Q: 3 clusters Score -5841860 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5842705.000000 Penalty: 5338.897461
	Iteration 3Q: 3 clusters Score -5842705 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -5843528.500000 Penalty: 5338.897461
	Iteration 4Q: 3 clusters Score -5843528 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -5844491.500000 Penalty: 5338.897461
	Iteration 5Q: 3 clusters Score -5844492 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -5845757.000000 Penalty: 5338.897461
	Iteration 6F: 3 clusters Score -5845757 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -5847118.000000 Penalty: 5338.897461
	Iteration 7F: 3 clusters Score -5847118 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -5848684.500000 Penalty: 5338.897461
	Iteration 8F: 3 clusters Score -5848684 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -5850467.500000 Penalty: 5338.897461
	Iteration 9F: 3 clusters Score -5850468 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -5852236.500000 Penalty: 5338.897461
	Iteration 10F: 3 clusters Score -5852236 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -5853809.000000 Penalty: 5338.897461
	Iteration 11Q: 3 clusters Score -5853809 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -5855091.500000 Penalty: 5338.897461
	Iteration 12Q: 3 clusters Score -5855092 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -5855996.000000 Penalty: 5338.897461
	Iteration 13Q: 3 clusters Score -5855996 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5856618.500000 Penalty: 5338.897461
	Iteration 14Q: 3 clusters Score -5856618 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -5856981.500000 Penalty: 5338.897461
	Iteration 15Q: 3 clusters Score -5856982 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5857329.500000 Penalty: 5338.897461
	Iteration 16Q: 3 clusters Score -5857330 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5857589.000000 Penalty: 5338.897461
	Iteration 17Q: 3 clusters Score -5857589 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5857767.000000 Penalty: 5338.897461
	Iteration 18Q: 3 clusters Score -5857767 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5857924.000000 Penalty: 5338.897461
	Iteration 19Q: 3 clusters Score -5857924 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5858039.000000 Penalty: 5338.897461
	Iteration 20F: 3 clusters Score -5858039 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5858121.500000 Penalty: 5338.897461
	Iteration 21Q: 3 clusters Score -5858122 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5858199.000000 Penalty: 5338.897461
	Iteration 22Q: 3 clusters Score -5858199 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5858274.000000 Penalty: 5338.897461
	Iteration 23Q: 3 clusters Score -5858274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5858348.500000 Penalty: 5338.897461
	Iteration 24Q: 3 clusters Score -5858348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5858423.500000 Penalty: 5338.897461
	Iteration 25Q: 3 clusters Score -5858424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5858503.500000 Penalty: 5338.897461
	Iteration 26Q: 3 clusters Score -5858504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5858598.000000 Penalty: 5338.897461
	Iteration 27Q: 3 clusters Score -5858598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5858667.000000 Penalty: 5338.897461
	Iteration 28Q: 3 clusters Score -5858667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5858711.000000 Penalty: 5338.897461
	Iteration 29Q: 3 clusters Score -5858711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5858763.500000 Penalty: 5338.897461
	Iteration 30Q: 3 clusters Score -5858764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5858794.000000 Penalty: 5338.897461
	Iteration 31Q: 3 clusters Score -5858794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5858811.500000 Penalty: 5338.897461
	Iteration 32Q: 3 clusters Score -5858812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5858826.500000 Penalty: 5338.897461
	Iteration 33Q: 3 clusters Score -5858826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5858836.000000 Penalty: 5338.897461
	Iteration 34Q: 3 clusters Score -5858836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5858849.500000 Penalty: 5338.897461
	Iteration 35Q: 3 clusters Score -5858850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5858856.000000 Penalty: 5338.897461
	Iteration 36Q: 3 clusters Score -5858856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5858870.500000 Penalty: 5338.897461
	Iteration 37Q: 3 clusters Score -5858870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5858874.000000 Penalty: 5338.897461
	Iteration 38Q: 3 clusters Score -5858874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5858886.000000 Penalty: 5338.897461
	Iteration 39Q: 3 clusters Score -5858886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5858893.000000 Penalty: 5338.897461
	Iteration 40F: 3 clusters Score -5858893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5858896.500000 Penalty: 5338.897461
	Iteration 41Q: 3 clusters Score -5858896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5858905.000000 Penalty: 5338.897461
	Iteration 42Q: 3 clusters Score -5858905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5858900.000000 Penalty: 5338.897461
	Iteration 43Q: 3 clusters Score -5858900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5858905.500000 Penalty: 5338.897461
	Iteration 44Q: 3 clusters Score -5858906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5858904.500000 Penalty: 5338.897461
	Iteration 45Q: 3 clusters Score -5858904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5858903.500000 Penalty: 5338.897461
	Iteration 46Q: 3 clusters Score -5858904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5858908.500000 Penalty: 5338.897461
	Iteration 47Q: 3 clusters Score -5858908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5858914.500000 Penalty: 5338.897461
	Iteration 48Q: 3 clusters Score -5858914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5858910.500000 Penalty: 5338.897461
	Iteration 49Q: 3 clusters Score -5858910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5858910.500000 Penalty: 5338.897461
	Iteration 50F: 3 clusters Score -5858910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Entering Unmasked Estep 
Score: -3992530.250000 Penalty: 2553.609619
	Iteration 0F: 2 clusters Score -3992530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3972128.500000 Penalty: 5107.219238
	Iteration 0F: 3 clusters Score -3972128 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3979338.750000 Penalty: 5107.219238
	Iteration 1F: 3 clusters Score -3979339 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3979803.000000 Penalty: 5107.219238
	Iteration 2Q: 3 clusters Score -3979803 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3980295.250000 Penalty: 5107.219238
	Iteration 3Q: 3 clusters Score -3980295 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3980846.000000 Penalty: 5107.219238
	Iteration 4Q: 3 clusters Score -3980846 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3981607.750000 Penalty: 5107.219238
	Iteration 5Q: 3 clusters Score -3981608 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3982689.250000 Penalty: 5107.219238
	Iteration 6F: 3 clusters Score -3982689 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3984170.250000 Penalty: 5107.219238
	Iteration 7F: 3 clusters Score -3984170 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3985974.750000 Penalty: 5107.219238
	Iteration 8F: 3 clusters Score -3985975 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3987642.000000 Penalty: 5107.219238
	Iteration 9F: 3 clusters Score -3987642 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3988830.750000 Penalty: 5107.219238
	Iteration 10Q: 3 clusters Score -3988831 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3989508.750000 Penalty: 5107.219238
	Iteration 11Q: 3 clusters Score -3989509 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3989795.500000 Penalty: 5107.219238
	Iteration 12Q: 3 clusters Score -3989796 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3989989.500000 Penalty: 5107.219238
	Iteration 13Q: 3 clusters Score -3989990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3990093.500000 Penalty: 5107.219238
	Iteration 14Q: 3 clusters Score -3990094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3990157.750000 Penalty: 5107.219238
	Iteration 15Q: 3 clusters Score -3990158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3990201.000000 Penalty: 5107.219238
	Iteration 16Q: 3 clusters Score -3990201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3990241.500000 Penalty: 5107.219238
	Iteration 17Q: 3 clusters Score -3990242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3990267.750000 Penalty: 5107.219238
	Iteration 18Q: 3 clusters Score -3990268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3990277.750000 Penalty: 5107.219238
	Iteration 19Q: 3 clusters Score -3990278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3990295.250000 Penalty: 5107.219238
	Iteration 20F: 3 clusters Score -3990295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3990309.750000 Penalty: 5107.219238
	Iteration 21Q: 3 clusters Score -3990310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3990319.500000 Penalty: 5107.219238
	Iteration 22Q: 3 clusters Score -3990320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3990321.250000 Penalty: 5107.219238
	Iteration 23Q: 3 clusters Score -3990321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3990327.750000 Penalty: 5107.219238
	Iteration 24Q: 3 clusters Score -3990328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3990331.000000 Penalty: 5107.219238
	Iteration 25Q: 3 clusters Score -3990331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3990331.500000 Penalty: 5107.219238
	Iteration 26Q: 3 clusters Score -3990332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3990331.500000 Penalty: 5107.219238
	Iteration 27F: 3 clusters Score -3990332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Entering Unmasked Estep 
Score: -7283170.000000 Penalty: 2704.931885
	Iteration 0F: 2 clusters Score -7283170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -7246555.500000 Penalty: 5409.863770
	Iteration 0F: 3 clusters Score -7246556 nChanged 25216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -7260567.000000 Penalty: 5409.863770
	Iteration 1F: 3 clusters Score -7260567 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -7261059.000000 Penalty: 5409.863770
	Iteration 2Q: 3 clusters Score -7261059 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -7261629.000000 Penalty: 5409.863770
	Iteration 3Q: 3 clusters Score -7261629 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -7262381.500000 Penalty: 5409.863770
	Iteration 4Q: 3 clusters Score -7262382 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -7263519.500000 Penalty: 5409.863770
	Iteration 5Q: 3 clusters Score -7263520 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -7265305.500000 Penalty: 5409.863770
	Iteration 6F: 3 clusters Score -7265306 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -7268106.500000 Penalty: 5409.863770
	Iteration 7F: 3 clusters Score -7268106 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -7271839.500000 Penalty: 5409.863770
	Iteration 8F: 3 clusters Score -7271840 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -7275500.000000 Penalty: 5409.863770
	Iteration 9F: 3 clusters Score -7275500 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7278088.500000 Penalty: 5409.863770
	Iteration 10Q: 3 clusters Score -7278088 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7279476.500000 Penalty: 5409.863770
	Iteration 11Q: 3 clusters Score -7279476 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7280171.500000 Penalty: 5409.863770
	Iteration 12Q: 3 clusters Score -7280172 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7280511.500000 Penalty: 5409.863770
	Iteration 13Q: 3 clusters Score -7280512 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7280698.500000 Penalty: 5409.863770
	Iteration 14Q: 3 clusters Score -7280698 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7280805.500000 Penalty: 5409.863770
	Iteration 15Q: 3 clusters Score -7280806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7280866.500000 Penalty: 5409.863770
	Iteration 16Q: 3 clusters Score -7280866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7280892.000000 Penalty: 5409.863770
	Iteration 17Q: 3 clusters Score -7280892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7280921.500000 Penalty: 5409.863770
	Iteration 18Q: 3 clusters Score -7280922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7280947.000000 Penalty: 5409.863770
	Iteration 19Q: 3 clusters Score -7280947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7280952.000000 Penalty: 5409.863770
	Iteration 20F: 3 clusters Score -7280952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7280960.500000 Penalty: 5409.863770
	Iteration 21Q: 3 clusters Score -7280960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7280985.500000 Penalty: 5409.863770
	Iteration 22Q: 3 clusters Score -7280986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7280986.500000 Penalty: 5409.863770
	Iteration 23Q: 3 clusters Score -7280986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7280989.500000 Penalty: 5409.863770
	Iteration 24Q: 3 clusters Score -7280990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7280985.500000 Penalty: 5409.863770
	Iteration 25Q: 3 clusters Score -7280986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7280987.000000 Penalty: 5409.863770
	Iteration 26Q: 3 clusters Score -7280987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7280993.000000 Penalty: 5409.863770
	Iteration 27Q: 3 clusters Score -7280993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7280995.500000 Penalty: 5409.863770
	Iteration 28Q: 3 clusters Score -7280996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7280996.000000 Penalty: 5409.863770
	Iteration 29Q: 3 clusters Score -7280996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7280999.000000 Penalty: 5409.863770
	Iteration 30Q: 3 clusters Score -7280999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7280999.000000 Penalty: 5409.863770
	Iteration 31F: 3 clusters Score -7280999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26907.894531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -26907.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25754.656250 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -25754.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25860.869141 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -25860.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25879.496094 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -25879.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25893.898438 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -25893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25895.285156 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -25895.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25895.285156 Penalty: 2805.372070
	Iteration 5F: 3 clusters Score -25895.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Entering Unmasked Estep 
Score: -21444268.000000 Penalty: 2973.793457
	Iteration 0F: 2 clusters Score -2.144427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 80686 members 
Entering Unmasked Estep 
Score: -21336892.000000 Penalty: 5947.586914
	Iteration 0F: 3 clusters Score -2.133689e+07 nChanged 77141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -21382042.000000 Penalty: 5947.586914
	Iteration 1F: 3 clusters Score -2.138204e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -21383142.000000 Penalty: 5947.586914
	Iteration 2Q: 3 clusters Score -2.138314e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 80257 members 
Entering Unmasked Estep 
Score: -21384478.000000 Penalty: 5947.586914
	Iteration 3Q: 3 clusters Score -2.138448e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -21386612.000000 Penalty: 5947.586914
	Iteration 4Q: 3 clusters Score -2.138661e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -21389680.000000 Penalty: 5947.586914
	Iteration 5Q: 3 clusters Score -2.138968e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -21393802.000000 Penalty: 5947.586914
	Iteration 6Q: 3 clusters Score -2.13938e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -21399124.000000 Penalty: 5947.586914
	Iteration 7F: 3 clusters Score -2.139912e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -21406016.000000 Penalty: 5947.586914
	Iteration 8F: 3 clusters Score -2.140602e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -21413170.000000 Penalty: 5947.586914
	Iteration 9F: 3 clusters Score -2.141317e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -21419278.000000 Penalty: 5947.586914
	Iteration 10F: 3 clusters Score -2.141928e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -21423196.000000 Penalty: 5947.586914
	Iteration 11Q: 3 clusters Score -2.14232e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -21425612.000000 Penalty: 5947.586914
	Iteration 12Q: 3 clusters Score -2.142561e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -21427270.000000 Penalty: 5947.586914
	Iteration 13Q: 3 clusters Score -2.142727e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -21428624.000000 Penalty: 5947.586914
	Iteration 14Q: 3 clusters Score -2.142862e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110401 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -21429882.000000 Penalty: 5947.586914
	Iteration 15Q: 3 clusters Score -2.142988e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113351 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -21431060.000000 Penalty: 5947.586914
	Iteration 16Q: 3 clusters Score -2.143106e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -21432262.000000 Penalty: 5947.586914
	Iteration 17Q: 3 clusters Score -2.143226e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119208 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -21433590.000000 Penalty: 5947.586914
	Iteration 18Q: 3 clusters Score -2.143359e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -21434682.000000 Penalty: 5947.586914
	Iteration 19Q: 3 clusters Score -2.143468e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124538 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -21435610.000000 Penalty: 5947.586914
	Iteration 20F: 3 clusters Score -2.143561e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126992 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -21436414.000000 Penalty: 5947.586914
	Iteration 21Q: 3 clusters Score -2.143641e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129301 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -21437184.000000 Penalty: 5947.586914
	Iteration 22Q: 3 clusters Score -2.143718e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131493 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -21437830.000000 Penalty: 5947.586914
	Iteration 23Q: 3 clusters Score -2.143783e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133562 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -21438516.000000 Penalty: 5947.586914
	Iteration 24Q: 3 clusters Score -2.143852e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135535 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -21439020.000000 Penalty: 5947.586914
	Iteration 25Q: 3 clusters Score -2.143902e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -21439490.000000 Penalty: 5947.586914
	Iteration 26Q: 3 clusters Score -2.143949e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139174 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -21440034.000000 Penalty: 5947.586914
	Iteration 27Q: 3 clusters Score -2.144003e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -21440392.000000 Penalty: 5947.586914
	Iteration 28Q: 3 clusters Score -2.144039e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142551 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -21440856.000000 Penalty: 5947.586914
	Iteration 29Q: 3 clusters Score -2.144086e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144078 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -21441262.000000 Penalty: 5947.586914
	Iteration 30Q: 3 clusters Score -2.144126e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145471 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -21441594.000000 Penalty: 5947.586914
	Iteration 31Q: 3 clusters Score -2.144159e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146778 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -21441932.000000 Penalty: 5947.586914
	Iteration 32Q: 3 clusters Score -2.144193e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -21442146.000000 Penalty: 5947.586914
	Iteration 33Q: 3 clusters Score -2.144215e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -21442370.000000 Penalty: 5947.586914
	Iteration 34Q: 3 clusters Score -2.144237e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149764 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -21442508.000000 Penalty: 5947.586914
	Iteration 35Q: 3 clusters Score -2.144251e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150608 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -21442690.000000 Penalty: 5947.586914
	Iteration 36Q: 3 clusters Score -2.144269e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -21442742.000000 Penalty: 5947.586914
	Iteration 37Q: 3 clusters Score -2.144274e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151964 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -21442874.000000 Penalty: 5947.586914
	Iteration 38Q: 3 clusters Score -2.144287e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152496 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -21442938.000000 Penalty: 5947.586914
	Iteration 39Q: 3 clusters Score -2.144294e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152925 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -21443018.000000 Penalty: 5947.586914
	Iteration 40F: 3 clusters Score -2.144302e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153337 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -21443144.000000 Penalty: 5947.586914
	Iteration 41Q: 3 clusters Score -2.144314e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -21443132.000000 Penalty: 5947.586914
	Iteration 42Q: 3 clusters Score -2.144313e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154066 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -21443238.000000 Penalty: 5947.586914
	Iteration 43Q: 3 clusters Score -2.144324e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -21443256.000000 Penalty: 5947.586914
	Iteration 44Q: 3 clusters Score -2.144326e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -21443232.000000 Penalty: 5947.586914
	Iteration 45Q: 3 clusters Score -2.144323e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154903 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -21443266.000000 Penalty: 5947.586914
	Iteration 46Q: 3 clusters Score -2.144327e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -21443304.000000 Penalty: 5947.586914
	Iteration 47Q: 3 clusters Score -2.14433e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155343 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -21443332.000000 Penalty: 5947.586914
	Iteration 48Q: 3 clusters Score -2.144333e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -21443346.000000 Penalty: 5947.586914
	Iteration 49Q: 3 clusters Score -2.144335e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -21443344.000000 Penalty: 5947.586914
	Iteration 50Q: 3 clusters Score -2.144334e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155862 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -21443372.000000 Penalty: 5947.586914
	Iteration 51Q: 3 clusters Score -2.144337e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155991 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -21443380.000000 Penalty: 5947.586914
	Iteration 52Q: 3 clusters Score -2.144338e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -21443378.000000 Penalty: 5947.586914
	Iteration 53Q: 3 clusters Score -2.144338e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156226 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -21443384.000000 Penalty: 5947.586914
	Iteration 54Q: 3 clusters Score -2.144338e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156332 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -21443378.000000 Penalty: 5947.586914
	Iteration 55Q: 3 clusters Score -2.144338e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -21443376.000000 Penalty: 5947.586914
	Iteration 56Q: 3 clusters Score -2.144338e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156559 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -21443324.000000 Penalty: 5947.586914
	Iteration 57Q: 3 clusters Score -2.144332e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156647 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -21443348.000000 Penalty: 5947.586914
	Iteration 58Q: 3 clusters Score -2.144335e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -21443380.000000 Penalty: 5947.586914
	Iteration 59Q: 3 clusters Score -2.144338e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156772 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -21443386.000000 Penalty: 5947.586914
	Iteration 60F: 3 clusters Score -2.144339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -21443420.000000 Penalty: 5947.586914
	Iteration 61Q: 3 clusters Score -2.144342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -21443400.000000 Penalty: 5947.586914
	Iteration 62Q: 3 clusters Score -2.14434e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156918 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -21443406.000000 Penalty: 5947.586914
	Iteration 63Q: 3 clusters Score -2.144341e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -21443404.000000 Penalty: 5947.586914
	Iteration 64Q: 3 clusters Score -2.14434e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157031 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -21443378.000000 Penalty: 5947.586914
	Iteration 65Q: 3 clusters Score -2.144338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157070 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -21443386.000000 Penalty: 5947.586914
	Iteration 66Q: 3 clusters Score -2.144339e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157104 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -21443386.000000 Penalty: 5947.586914
	Iteration 67Q: 3 clusters Score -2.144339e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157141 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -21443362.000000 Penalty: 5947.586914
	Iteration 68Q: 3 clusters Score -2.144336e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -21443376.000000 Penalty: 5947.586914
	Iteration 69Q: 3 clusters Score -2.144338e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157236 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -21443378.000000 Penalty: 5947.586914
	Iteration 70Q: 3 clusters Score -2.144338e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21443400.000000 Penalty: 5947.586914
	Iteration 71Q: 3 clusters Score -2.14434e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -21443392.000000 Penalty: 5947.586914
	Iteration 72Q: 3 clusters Score -2.144339e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157341 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -21443460.000000 Penalty: 5947.586914
	Iteration 73Q: 3 clusters Score -2.144346e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157380 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -21443470.000000 Penalty: 5947.586914
	Iteration 74Q: 3 clusters Score -2.144347e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157423 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -21443494.000000 Penalty: 5947.586914
	Iteration 75Q: 3 clusters Score -2.144349e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -21443542.000000 Penalty: 5947.586914
	Iteration 76Q: 3 clusters Score -2.144354e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -21443520.000000 Penalty: 5947.586914
	Iteration 77Q: 3 clusters Score -2.144352e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -21443566.000000 Penalty: 5947.586914
	Iteration 78Q: 3 clusters Score -2.144357e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157554 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -21443606.000000 Penalty: 5947.586914
	Iteration 79Q: 3 clusters Score -2.144361e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -21443636.000000 Penalty: 5947.586914
	Iteration 80F: 3 clusters Score -2.144364e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -21443618.000000 Penalty: 5947.586914
	Iteration 81Q: 3 clusters Score -2.144362e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157573 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -21443626.000000 Penalty: 5947.586914
	Iteration 82Q: 3 clusters Score -2.144363e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157566 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -21443682.000000 Penalty: 5947.586914
	Iteration 83Q: 3 clusters Score -2.144368e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157559 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -21443730.000000 Penalty: 5947.586914
	Iteration 84Q: 3 clusters Score -2.144373e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157540 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -21443790.000000 Penalty: 5947.586914
	Iteration 85Q: 3 clusters Score -2.144379e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157507 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -21443794.000000 Penalty: 5947.586914
	Iteration 86Q: 3 clusters Score -2.144379e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -21443800.000000 Penalty: 5947.586914
	Iteration 87Q: 3 clusters Score -2.14438e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157442 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -21443792.000000 Penalty: 5947.586914
	Iteration 88Q: 3 clusters Score -2.144379e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157410 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -21443854.000000 Penalty: 5947.586914
	Iteration 89Q: 3 clusters Score -2.144385e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -21443856.000000 Penalty: 5947.586914
	Iteration 90Q: 3 clusters Score -2.144386e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -21443894.000000 Penalty: 5947.586914
	Iteration 91Q: 3 clusters Score -2.144389e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -21443898.000000 Penalty: 5947.586914
	Iteration 92Q: 3 clusters Score -2.14439e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -21443900.000000 Penalty: 5947.586914
	Iteration 93Q: 3 clusters Score -2.14439e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -21443916.000000 Penalty: 5947.586914
	Iteration 94Q: 3 clusters Score -2.144392e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -21443908.000000 Penalty: 5947.586914
	Iteration 95Q: 3 clusters Score -2.144391e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157178 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -21443946.000000 Penalty: 5947.586914
	Iteration 96Q: 3 clusters Score -2.144395e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157150 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -21443930.000000 Penalty: 5947.586914
	Iteration 97Q: 3 clusters Score -2.144393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157130 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -21443986.000000 Penalty: 5947.586914
	Iteration 98Q: 3 clusters Score -2.144399e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -21443966.000000 Penalty: 5947.586914
	Iteration 99Q: 3 clusters Score -2.144397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157082 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -21443942.000000 Penalty: 5947.586914
	Iteration 100F: 3 clusters Score -2.144394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157062 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -21443940.000000 Penalty: 5947.586914
	Iteration 101Q: 3 clusters Score -2.144394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -21443938.000000 Penalty: 5947.586914
	Iteration 102Q: 3 clusters Score -2.144394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -21443928.000000 Penalty: 5947.586914
	Iteration 103Q: 3 clusters Score -2.144393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156995 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -21443930.000000 Penalty: 5947.586914
	Iteration 104Q: 3 clusters Score -2.144393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156985 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -21443928.000000 Penalty: 5947.586914
	Iteration 105Q: 3 clusters Score -2.144393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156980 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -21443950.000000 Penalty: 5947.586914
	Iteration 106Q: 3 clusters Score -2.144395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -21443958.000000 Penalty: 5947.586914
	Iteration 107Q: 3 clusters Score -2.144396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -21443954.000000 Penalty: 5947.586914
	Iteration 108Q: 3 clusters Score -2.144395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156970 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -21443962.000000 Penalty: 5947.586914
	Iteration 109Q: 3 clusters Score -2.144396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -21443982.000000 Penalty: 5947.586914
	Iteration 110Q: 3 clusters Score -2.144398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156964 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -21443992.000000 Penalty: 5947.586914
	Iteration 111Q: 3 clusters Score -2.144399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -21444000.000000 Penalty: 5947.586914
	Iteration 112Q: 3 clusters Score -2.1444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -21444002.000000 Penalty: 5947.586914
	Iteration 113Q: 3 clusters Score -2.1444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -21444016.000000 Penalty: 5947.586914
	Iteration 114Q: 3 clusters Score -2.144402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156949 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -21443998.000000 Penalty: 5947.586914
	Iteration 115Q: 3 clusters Score -2.1444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -21444008.000000 Penalty: 5947.586914
	Iteration 116Q: 3 clusters Score -2.144401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -21444012.000000 Penalty: 5947.586914
	Iteration 117Q: 3 clusters Score -2.144401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -21444000.000000 Penalty: 5947.586914
	Iteration 118Q: 3 clusters Score -2.1444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -21443998.000000 Penalty: 5947.586914
	Iteration 119Q: 3 clusters Score -2.1444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -21443994.000000 Penalty: 5947.586914
	Iteration 120F: 3 clusters Score -2.144399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156936 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -21444000.000000 Penalty: 5947.586914
	Iteration 121Q: 3 clusters Score -2.1444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156935 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -21443992.000000 Penalty: 5947.586914
	Iteration 122Q: 3 clusters Score -2.144399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156932 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -21443988.000000 Penalty: 5947.586914
	Iteration 123Q: 3 clusters Score -2.144399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -21444004.000000 Penalty: 5947.586914
	Iteration 124Q: 3 clusters Score -2.1444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -21444008.000000 Penalty: 5947.586914
	Iteration 125Q: 3 clusters Score -2.144401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156925 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -21444008.000000 Penalty: 5947.586914
	Iteration 126Q: 3 clusters Score -2.144401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156921 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -21444010.000000 Penalty: 5947.586914
	Iteration 127Q: 3 clusters Score -2.144401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -21443988.000000 Penalty: 5947.586914
	Iteration 128Q: 3 clusters Score -2.144399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -21444002.000000 Penalty: 5947.586914
	Iteration 129Q: 3 clusters Score -2.1444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -21443990.000000 Penalty: 5947.586914
	Iteration 130Q: 3 clusters Score -2.144399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156906 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -21443968.000000 Penalty: 5947.586914
	Iteration 131Q: 3 clusters Score -2.144397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156902 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -21443980.000000 Penalty: 5947.586914
	Iteration 132Q: 3 clusters Score -2.144398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156901 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -21443992.000000 Penalty: 5947.586914
	Iteration 133Q: 3 clusters Score -2.144399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -21443996.000000 Penalty: 5947.586914
	Iteration 134Q: 3 clusters Score -2.1444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156895 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -21444000.000000 Penalty: 5947.586914
	Iteration 135Q: 3 clusters Score -2.1444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156887 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -21443996.000000 Penalty: 5947.586914
	Iteration 136Q: 3 clusters Score -2.1444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156882 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -21443996.000000 Penalty: 5947.586914
	Iteration 137Q: 3 clusters Score -2.1444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156877 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -21443996.000000 Penalty: 5947.586914
	Iteration 138Q: 3 clusters Score -2.1444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -21443960.000000 Penalty: 5947.586914
	Iteration 139Q: 3 clusters Score -2.144396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156867 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -21443980.000000 Penalty: 5947.586914
	Iteration 140F: 3 clusters Score -2.144398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156862 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -21443990.000000 Penalty: 5947.586914
	Iteration 141Q: 3 clusters Score -2.144399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156858 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -21443992.000000 Penalty: 5947.586914
	Iteration 142Q: 3 clusters Score -2.144399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156856 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -21444002.000000 Penalty: 5947.586914
	Iteration 143Q: 3 clusters Score -2.1444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156854 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -21444000.000000 Penalty: 5947.586914
	Iteration 144Q: 3 clusters Score -2.1444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156851 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -21443996.000000 Penalty: 5947.586914
	Iteration 145Q: 3 clusters Score -2.1444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156849 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -21444016.000000 Penalty: 5947.586914
	Iteration 146Q: 3 clusters Score -2.144402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156847 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -21444006.000000 Penalty: 5947.586914
	Iteration 147Q: 3 clusters Score -2.144401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156843 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -21444008.000000 Penalty: 5947.586914
	Iteration 148Q: 3 clusters Score -2.144401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156843 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -21444006.000000 Penalty: 5947.586914
	Iteration 149Q: 3 clusters Score -2.144401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156842 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -21444006.000000 Penalty: 5947.586914
	Iteration 150Q: 3 clusters Score -2.144401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156840 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -21444008.000000 Penalty: 5947.586914
	Iteration 151Q: 3 clusters Score -2.144401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156839 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -21444010.000000 Penalty: 5947.586914
	Iteration 152Q: 3 clusters Score -2.144401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -21444012.000000 Penalty: 5947.586914
	Iteration 153Q: 3 clusters Score -2.144401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156840 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -21444018.000000 Penalty: 5947.586914
	Iteration 154Q: 3 clusters Score -2.144402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156839 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -21444010.000000 Penalty: 5947.586914
	Iteration 155Q: 3 clusters Score -2.144401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156839 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -21444010.000000 Penalty: 5947.586914
	Iteration 156F: 3 clusters Score -2.144401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Entering Unmasked Estep 
Score: -2684247.000000 Penalty: 2455.133301
	Iteration 0F: 2 clusters Score -2684247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2670230.250000 Penalty: 4910.266602
	Iteration 0F: 3 clusters Score -2670230 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2674981.750000 Penalty: 4910.266602
	Iteration 1F: 3 clusters Score -2674982 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2675452.000000 Penalty: 4910.266602
	Iteration 2F: 3 clusters Score -2675452 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2675794.000000 Penalty: 4910.266602
	Iteration 3Q: 3 clusters Score -2675794 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2676086.250000 Penalty: 4910.266602
	Iteration 4Q: 3 clusters Score -2676086 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2676380.250000 Penalty: 4910.266602
	Iteration 5Q: 3 clusters Score -2676380 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2676667.500000 Penalty: 4910.266602
	Iteration 6Q: 3 clusters Score -2676668 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2676976.000000 Penalty: 4910.266602
	Iteration 7Q: 3 clusters Score -2676976 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2677364.750000 Penalty: 4910.266602
	Iteration 8Q: 3 clusters Score -2677365 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2677841.000000 Penalty: 4910.266602
	Iteration 9Q: 3 clusters Score -2677841 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2678319.500000 Penalty: 4910.266602
	Iteration 10Q: 3 clusters Score -2678320 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2678754.750000 Penalty: 4910.266602
	Iteration 11Q: 3 clusters Score -2678755 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2679149.000000 Penalty: 4910.266602
	Iteration 12Q: 3 clusters Score -2679149 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2679489.000000 Penalty: 4910.266602
	Iteration 13Q: 3 clusters Score -2679489 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2679766.000000 Penalty: 4910.266602
	Iteration 14Q: 3 clusters Score -2679766 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2680011.500000 Penalty: 4910.266602
	Iteration 15Q: 3 clusters Score -2680012 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2680203.250000 Penalty: 4910.266602
	Iteration 16Q: 3 clusters Score -2680203 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2680366.000000 Penalty: 4910.266602
	Iteration 17Q: 3 clusters Score -2680366 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2680478.500000 Penalty: 4910.266602
	Iteration 18Q: 3 clusters Score -2680478 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2680590.000000 Penalty: 4910.266602
	Iteration 19Q: 3 clusters Score -2680590 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2680704.750000 Penalty: 4910.266602
	Iteration 20F: 3 clusters Score -2680705 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2680830.000000 Penalty: 4910.266602
	Iteration 21Q: 3 clusters Score -2680830 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2680949.750000 Penalty: 4910.266602
	Iteration 22Q: 3 clusters Score -2680950 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2681051.250000 Penalty: 4910.266602
	Iteration 23Q: 3 clusters Score -2681051 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2681152.500000 Penalty: 4910.266602
	Iteration 24Q: 3 clusters Score -2681152 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2681254.750000 Penalty: 4910.266602
	Iteration 25Q: 3 clusters Score -2681255 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2681371.250000 Penalty: 4910.266602
	Iteration 26Q: 3 clusters Score -2681371 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2681473.500000 Penalty: 4910.266602
	Iteration 27Q: 3 clusters Score -2681474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2681562.250000 Penalty: 4910.266602
	Iteration 28Q: 3 clusters Score -2681562 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2681629.000000 Penalty: 4910.266602
	Iteration 29Q: 3 clusters Score -2681629 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2681687.500000 Penalty: 4910.266602
	Iteration 30Q: 3 clusters Score -2681688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2681728.750000 Penalty: 4910.266602
	Iteration 31Q: 3 clusters Score -2681729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2681760.000000 Penalty: 4910.266602
	Iteration 32Q: 3 clusters Score -2681760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2681795.000000 Penalty: 4910.266602
	Iteration 33Q: 3 clusters Score -2681795 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2681820.000000 Penalty: 4910.266602
	Iteration 34Q: 3 clusters Score -2681820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2681840.250000 Penalty: 4910.266602
	Iteration 35Q: 3 clusters Score -2681840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2681857.750000 Penalty: 4910.266602
	Iteration 36Q: 3 clusters Score -2681858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2681876.250000 Penalty: 4910.266602
	Iteration 37Q: 3 clusters Score -2681876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2681894.250000 Penalty: 4910.266602
	Iteration 38Q: 3 clusters Score -2681894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2681918.500000 Penalty: 4910.266602
	Iteration 39Q: 3 clusters Score -2681918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2681930.250000 Penalty: 4910.266602
	Iteration 40F: 3 clusters Score -2681930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2681941.750000 Penalty: 4910.266602
	Iteration 41Q: 3 clusters Score -2681942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2681954.500000 Penalty: 4910.266602
	Iteration 42Q: 3 clusters Score -2681954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2681956.500000 Penalty: 4910.266602
	Iteration 43Q: 3 clusters Score -2681956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2681971.000000 Penalty: 4910.266602
	Iteration 44Q: 3 clusters Score -2681971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2681971.750000 Penalty: 4910.266602
	Iteration 45Q: 3 clusters Score -2681972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2681983.750000 Penalty: 4910.266602
	Iteration 46Q: 3 clusters Score -2681984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2681994.000000 Penalty: 4910.266602
	Iteration 47Q: 3 clusters Score -2681994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2682004.250000 Penalty: 4910.266602
	Iteration 48Q: 3 clusters Score -2682004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2682014.000000 Penalty: 4910.266602
	Iteration 49Q: 3 clusters Score -2682014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2682025.000000 Penalty: 4910.266602
	Iteration 50Q: 3 clusters Score -2682025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2682033.250000 Penalty: 4910.266602
	Iteration 51Q: 3 clusters Score -2682033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2682041.000000 Penalty: 4910.266602
	Iteration 52Q: 3 clusters Score -2682041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2682052.750000 Penalty: 4910.266602
	Iteration 53Q: 3 clusters Score -2682053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2682060.250000 Penalty: 4910.266602
	Iteration 54Q: 3 clusters Score -2682060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2682075.000000 Penalty: 4910.266602
	Iteration 55Q: 3 clusters Score -2682075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2682082.000000 Penalty: 4910.266602
	Iteration 56Q: 3 clusters Score -2682082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2682093.000000 Penalty: 4910.266602
	Iteration 57Q: 3 clusters Score -2682093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2682104.750000 Penalty: 4910.266602
	Iteration 58Q: 3 clusters Score -2682105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2682113.250000 Penalty: 4910.266602
	Iteration 59Q: 3 clusters Score -2682113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2682122.000000 Penalty: 4910.266602
	Iteration 60F: 3 clusters Score -2682122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2682134.250000 Penalty: 4910.266602
	Iteration 61Q: 3 clusters Score -2682134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2682138.000000 Penalty: 4910.266602
	Iteration 62Q: 3 clusters Score -2682138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2682142.000000 Penalty: 4910.266602
	Iteration 63Q: 3 clusters Score -2682142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2682145.250000 Penalty: 4910.266602
	Iteration 64Q: 3 clusters Score -2682145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2682149.500000 Penalty: 4910.266602
	Iteration 65Q: 3 clusters Score -2682150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2682153.000000 Penalty: 4910.266602
	Iteration 66Q: 3 clusters Score -2682153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2682155.750000 Penalty: 4910.266602
	Iteration 67Q: 3 clusters Score -2682156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2682160.000000 Penalty: 4910.266602
	Iteration 68Q: 3 clusters Score -2682160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2682164.500000 Penalty: 4910.266602
	Iteration 69Q: 3 clusters Score -2682164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2682167.250000 Penalty: 4910.266602
	Iteration 70Q: 3 clusters Score -2682167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2682170.750000 Penalty: 4910.266602
	Iteration 71Q: 3 clusters Score -2682171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2682174.250000 Penalty: 4910.266602
	Iteration 72Q: 3 clusters Score -2682174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2682175.000000 Penalty: 4910.266602
	Iteration 73Q: 3 clusters Score -2682175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2682173.000000 Penalty: 4910.266602
	Iteration 74Q: 3 clusters Score -2682173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2682178.250000 Penalty: 4910.266602
	Iteration 75Q: 3 clusters Score -2682178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2682180.000000 Penalty: 4910.266602
	Iteration 76Q: 3 clusters Score -2682180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2682179.750000 Penalty: 4910.266602
	Iteration 77Q: 3 clusters Score -2682180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2682177.500000 Penalty: 4910.266602
	Iteration 78Q: 3 clusters Score -2682178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2682179.000000 Penalty: 4910.266602
	Iteration 79Q: 3 clusters Score -2682179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2682178.000000 Penalty: 4910.266602
	Iteration 80F: 3 clusters Score -2682178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Entering Unmasked Estep 
Score: -3824460.250000 Penalty: 2543.368164
	Iteration 0F: 2 clusters Score -3824460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3804823.250000 Penalty: 5086.736328
	Iteration 0F: 3 clusters Score -3804823 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3811740.000000 Penalty: 5086.736328
	Iteration 1F: 3 clusters Score -3811740 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3812191.750000 Penalty: 5086.736328
	Iteration 2Q: 3 clusters Score -3812192 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3812664.000000 Penalty: 5086.736328
	Iteration 3Q: 3 clusters Score -3812664 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3813192.250000 Penalty: 5086.736328
	Iteration 4Q: 3 clusters Score -3813192 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3813795.750000 Penalty: 5086.736328
	Iteration 5Q: 3 clusters Score -3813796 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3814408.250000 Penalty: 5086.736328
	Iteration 6Q: 3 clusters Score -3814408 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3814933.750000 Penalty: 5086.736328
	Iteration 7Q: 3 clusters Score -3814934 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3815445.750000 Penalty: 5086.736328
	Iteration 8Q: 3 clusters Score -3815446 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3815870.000000 Penalty: 5086.736328
	Iteration 9Q: 3 clusters Score -3815870 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3816320.000000 Penalty: 5086.736328
	Iteration 10Q: 3 clusters Score -3816320 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3816719.750000 Penalty: 5086.736328
	Iteration 11Q: 3 clusters Score -3816720 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3817067.000000 Penalty: 5086.736328
	Iteration 12Q: 3 clusters Score -3817067 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3817402.000000 Penalty: 5086.736328
	Iteration 13Q: 3 clusters Score -3817402 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3817698.500000 Penalty: 5086.736328
	Iteration 14Q: 3 clusters Score -3817698 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3817973.000000 Penalty: 5086.736328
	Iteration 15Q: 3 clusters Score -3817973 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3818241.750000 Penalty: 5086.736328
	Iteration 16Q: 3 clusters Score -3818242 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3818498.500000 Penalty: 5086.736328
	Iteration 17Q: 3 clusters Score -3818498 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3818746.500000 Penalty: 5086.736328
	Iteration 18Q: 3 clusters Score -3818746 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3819029.500000 Penalty: 5086.736328
	Iteration 19Q: 3 clusters Score -3819030 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3819298.250000 Penalty: 5086.736328
	Iteration 20F: 3 clusters Score -3819298 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3819573.250000 Penalty: 5086.736328
	Iteration 21Q: 3 clusters Score -3819573 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3819803.500000 Penalty: 5086.736328
	Iteration 22Q: 3 clusters Score -3819804 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3820051.500000 Penalty: 5086.736328
	Iteration 23Q: 3 clusters Score -3820052 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3820320.250000 Penalty: 5086.736328
	Iteration 24Q: 3 clusters Score -3820320 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3820553.000000 Penalty: 5086.736328
	Iteration 25Q: 3 clusters Score -3820553 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3820767.500000 Penalty: 5086.736328
	Iteration 26Q: 3 clusters Score -3820768 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3821008.750000 Penalty: 5086.736328
	Iteration 27Q: 3 clusters Score -3821009 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3821243.500000 Penalty: 5086.736328
	Iteration 28Q: 3 clusters Score -3821244 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3821510.750000 Penalty: 5086.736328
	Iteration 29Q: 3 clusters Score -3821511 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3821739.250000 Penalty: 5086.736328
	Iteration 30Q: 3 clusters Score -3821739 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3821988.500000 Penalty: 5086.736328
	Iteration 31Q: 3 clusters Score -3821988 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3822209.500000 Penalty: 5086.736328
	Iteration 32Q: 3 clusters Score -3822210 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3822453.250000 Penalty: 5086.736328
	Iteration 33Q: 3 clusters Score -3822453 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3822686.500000 Penalty: 5086.736328
	Iteration 34Q: 3 clusters Score -3822686 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3822885.000000 Penalty: 5086.736328
	Iteration 35Q: 3 clusters Score -3822885 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3823111.750000 Penalty: 5086.736328
	Iteration 36Q: 3 clusters Score -3823112 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3823291.250000 Penalty: 5086.736328
	Iteration 37Q: 3 clusters Score -3823291 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3823454.500000 Penalty: 5086.736328
	Iteration 38Q: 3 clusters Score -3823454 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3823578.000000 Penalty: 5086.736328
	Iteration 39Q: 3 clusters Score -3823578 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3823679.750000 Penalty: 5086.736328
	Iteration 40F: 3 clusters Score -3823680 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3823788.750000 Penalty: 5086.736328
	Iteration 41Q: 3 clusters Score -3823789 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3823867.250000 Penalty: 5086.736328
	Iteration 42Q: 3 clusters Score -3823867 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3823930.750000 Penalty: 5086.736328
	Iteration 43Q: 3 clusters Score -3823931 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3823984.250000 Penalty: 5086.736328
	Iteration 44Q: 3 clusters Score -3823984 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3824015.000000 Penalty: 5086.736328
	Iteration 45Q: 3 clusters Score -3824015 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3824066.500000 Penalty: 5086.736328
	Iteration 46Q: 3 clusters Score -3824066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3824097.250000 Penalty: 5086.736328
	Iteration 47Q: 3 clusters Score -3824097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3824113.000000 Penalty: 5086.736328
	Iteration 48Q: 3 clusters Score -3824113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3824123.750000 Penalty: 5086.736328
	Iteration 49Q: 3 clusters Score -3824124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3824128.750000 Penalty: 5086.736328
	Iteration 50Q: 3 clusters Score -3824129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3824133.000000 Penalty: 5086.736328
	Iteration 51Q: 3 clusters Score -3824133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3824136.000000 Penalty: 5086.736328
	Iteration 52Q: 3 clusters Score -3824136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3824145.750000 Penalty: 5086.736328
	Iteration 53Q: 3 clusters Score -3824146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3824138.750000 Penalty: 5086.736328
	Iteration 54Q: 3 clusters Score -3824139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3824140.250000 Penalty: 5086.736328
	Iteration 55Q: 3 clusters Score -3824140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3824139.750000 Penalty: 5086.736328
	Iteration 56Q: 3 clusters Score -3824140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3824139.750000 Penalty: 5086.736328
	Iteration 57F: 3 clusters Score -3824140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78927.460938 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78927.46 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 368 members 
Entering Unmasked Estep 
Score: -77350.382812 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77350.38 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77801.515625 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77801.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77996.351562 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77996.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78140.882812 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78140.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78255.257812 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -78255.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78393.773438 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -78393.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78498.765625 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -78498.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -78606.117188 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -78606.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -78710.101562 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -78710.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78870.796875 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -78870.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78927.648438 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -78927.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78950.437500 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -78950.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78989.140625 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -78989.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79011.843750 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -79011.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79019.789062 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -79019.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -79029.625000 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -79029.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79030.625000 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -79030.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79031.976562 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -79031.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79031.976562 Penalty: 3272.184082
	Iteration 18F: 3 clusters Score -79031.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183381 members 
Mstep: Class 3 contains 83171 members 
Mstep: Class 4 contains 220358 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39842 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54556 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161313 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 28439 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38355 members 
Mstep: Class 31 contains 469 members 
Entering Unmasked Estep 
Score: -133248608.000000 Penalty: 106424.484375
Splitting cluster 22 changes total score from -133250240.000000 to -133248608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Entering Unmasked Estep 
Score: -1037790.187500 Penalty: 2235.613037
	Iteration 0F: 2 clusters Score -1037790 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 4112 members 
Entering Unmasked Estep 
Score: -1031269.812500 Penalty: 4471.226074
	Iteration 0F: 3 clusters Score -1031270 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1033211.812500 Penalty: 4471.226074
	Iteration 1F: 3 clusters Score -1033212 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1033595.437500 Penalty: 4471.226074
	Iteration 2F: 3 clusters Score -1033595 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1033909.875000 Penalty: 4471.226074
	Iteration 3F: 3 clusters Score -1033910 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1034190.500000 Penalty: 4471.226074
	Iteration 4F: 3 clusters Score -1034190 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1034427.500000 Penalty: 4471.226074
	Iteration 5Q: 3 clusters Score -1034428 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1034634.000000 Penalty: 4471.226074
	Iteration 6Q: 3 clusters Score -1034634 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1034828.500000 Penalty: 4471.226074
	Iteration 7Q: 3 clusters Score -1034828 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1035001.687500 Penalty: 4471.226074
	Iteration 8Q: 3 clusters Score -1035002 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1035161.312500 Penalty: 4471.226074
	Iteration 9Q: 3 clusters Score -1035161 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1035297.125000 Penalty: 4471.226074
	Iteration 10Q: 3 clusters Score -1035297 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1035425.125000 Penalty: 4471.226074
	Iteration 11Q: 3 clusters Score -1035425 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1035531.625000 Penalty: 4471.226074
	Iteration 12Q: 3 clusters Score -1035532 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1035640.500000 Penalty: 4471.226074
	Iteration 13Q: 3 clusters Score -1035640 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1035745.687500 Penalty: 4471.226074
	Iteration 14Q: 3 clusters Score -1035746 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1035846.875000 Penalty: 4471.226074
	Iteration 15Q: 3 clusters Score -1035847 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1035959.500000 Penalty: 4471.226074
	Iteration 16Q: 3 clusters Score -1035960 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1036086.125000 Penalty: 4471.226074
	Iteration 17Q: 3 clusters Score -1036086 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1036170.375000 Penalty: 4471.226074
	Iteration 18Q: 3 clusters Score -1036170 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1036248.750000 Penalty: 4471.226074
	Iteration 19Q: 3 clusters Score -1036249 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1036303.062500 Penalty: 4471.226074
	Iteration 20F: 3 clusters Score -1036303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1036342.687500 Penalty: 4471.226074
	Iteration 21Q: 3 clusters Score -1036343 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1036372.812500 Penalty: 4471.226074
	Iteration 22Q: 3 clusters Score -1036373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1036390.000000 Penalty: 4471.226074
	Iteration 23Q: 3 clusters Score -1036390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1036403.562500 Penalty: 4471.226074
	Iteration 24Q: 3 clusters Score -1036404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1036415.812500 Penalty: 4471.226074
	Iteration 25Q: 3 clusters Score -1036416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1036432.000000 Penalty: 4471.226074
	Iteration 26Q: 3 clusters Score -1036432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1036444.875000 Penalty: 4471.226074
	Iteration 27Q: 3 clusters Score -1036445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1036452.625000 Penalty: 4471.226074
	Iteration 28Q: 3 clusters Score -1036453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1036456.125000 Penalty: 4471.226074
	Iteration 29Q: 3 clusters Score -1036456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1036461.312500 Penalty: 4471.226074
	Iteration 30Q: 3 clusters Score -1036461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1036463.375000 Penalty: 4471.226074
	Iteration 31Q: 3 clusters Score -1036463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1036466.187500 Penalty: 4471.226074
	Iteration 32Q: 3 clusters Score -1036466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1036464.437500 Penalty: 4471.226074
	Iteration 33Q: 3 clusters Score -1036464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1036466.750000 Penalty: 4471.226074
	Iteration 34Q: 3 clusters Score -1036467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1036469.125000 Penalty: 4471.226074
	Iteration 35Q: 3 clusters Score -1036469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1036470.000000 Penalty: 4471.226074
	Iteration 36Q: 3 clusters Score -1036470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1036471.500000 Penalty: 4471.226074
	Iteration 37Q: 3 clusters Score -1036472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1036475.937500 Penalty: 4471.226074
	Iteration 38Q: 3 clusters Score -1036476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1036478.187500 Penalty: 4471.226074
	Iteration 39Q: 3 clusters Score -1036478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1036480.562500 Penalty: 4471.226074
	Iteration 40F: 3 clusters Score -1036481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1036482.562500 Penalty: 4471.226074
	Iteration 41Q: 3 clusters Score -1036483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1036481.687500 Penalty: 4471.226074
	Iteration 42Q: 3 clusters Score -1036482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1036485.875000 Penalty: 4471.226074
	Iteration 43Q: 3 clusters Score -1036486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1036488.062500 Penalty: 4471.226074
	Iteration 44Q: 3 clusters Score -1036488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1036488.625000 Penalty: 4471.226074
	Iteration 45Q: 3 clusters Score -1036489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1036488.937500 Penalty: 4471.226074
	Iteration 46Q: 3 clusters Score -1036489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1036489.687500 Penalty: 4471.226074
	Iteration 47Q: 3 clusters Score -1036490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1036491.312500 Penalty: 4471.226074
	Iteration 48Q: 3 clusters Score -1036491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1036495.625000 Penalty: 4471.226074
	Iteration 49Q: 3 clusters Score -1036496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1036497.500000 Penalty: 4471.226074
	Iteration 50Q: 3 clusters Score -1036498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1036499.437500 Penalty: 4471.226074
	Iteration 51Q: 3 clusters Score -1036499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1036499.687500 Penalty: 4471.226074
	Iteration 52Q: 3 clusters Score -1036500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1036499.125000 Penalty: 4471.226074
	Iteration 53Q: 3 clusters Score -1036499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1036500.625000 Penalty: 4471.226074
	Iteration 54Q: 3 clusters Score -1036501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1036500.625000 Penalty: 4471.226074
	Iteration 55F: 3 clusters Score -1036501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -688581.437500 Penalty: 2134.499023
	Iteration 0F: 2 clusters Score -688581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -683772.937500 Penalty: 4268.998047
	Iteration 0F: 3 clusters Score -683772.9 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -684948.250000 Penalty: 4268.998047
	Iteration 1F: 3 clusters Score -684948.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -685215.375000 Penalty: 4268.998047
	Iteration 2F: 3 clusters Score -685215.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -685395.812500 Penalty: 4268.998047
	Iteration 3F: 3 clusters Score -685395.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -685530.437500 Penalty: 4268.998047
	Iteration 4Q: 3 clusters Score -685530.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -685650.250000 Penalty: 4268.998047
	Iteration 5Q: 3 clusters Score -685650.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -685767.687500 Penalty: 4268.998047
	Iteration 6Q: 3 clusters Score -685767.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -685867.312500 Penalty: 4268.998047
	Iteration 7Q: 3 clusters Score -685867.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -685963.125000 Penalty: 4268.998047
	Iteration 8Q: 3 clusters Score -685963.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -686079.625000 Penalty: 4268.998047
	Iteration 9Q: 3 clusters Score -686079.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -686199.625000 Penalty: 4268.998047
	Iteration 10Q: 3 clusters Score -686199.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -686315.375000 Penalty: 4268.998047
	Iteration 11Q: 3 clusters Score -686315.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -686414.000000 Penalty: 4268.998047
	Iteration 12Q: 3 clusters Score -686414 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -686503.375000 Penalty: 4268.998047
	Iteration 13Q: 3 clusters Score -686503.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -686594.937500 Penalty: 4268.998047
	Iteration 14Q: 3 clusters Score -686594.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -686703.000000 Penalty: 4268.998047
	Iteration 15Q: 3 clusters Score -686703 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -686792.500000 Penalty: 4268.998047
	Iteration 16Q: 3 clusters Score -686792.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -686840.875000 Penalty: 4268.998047
	Iteration 17Q: 3 clusters Score -686840.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -686885.125000 Penalty: 4268.998047
	Iteration 18Q: 3 clusters Score -686885.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -686920.000000 Penalty: 4268.998047
	Iteration 19Q: 3 clusters Score -686920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -686949.500000 Penalty: 4268.998047
	Iteration 20F: 3 clusters Score -686949.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -686972.687500 Penalty: 4268.998047
	Iteration 21Q: 3 clusters Score -686972.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -686996.062500 Penalty: 4268.998047
	Iteration 22Q: 3 clusters Score -686996.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -687014.937500 Penalty: 4268.998047
	Iteration 23Q: 3 clusters Score -687014.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -687032.000000 Penalty: 4268.998047
	Iteration 24Q: 3 clusters Score -687032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -687044.312500 Penalty: 4268.998047
	Iteration 25Q: 3 clusters Score -687044.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -687059.187500 Penalty: 4268.998047
	Iteration 26Q: 3 clusters Score -687059.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -687078.687500 Penalty: 4268.998047
	Iteration 27Q: 3 clusters Score -687078.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -687094.187500 Penalty: 4268.998047
	Iteration 28Q: 3 clusters Score -687094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -687100.687500 Penalty: 4268.998047
	Iteration 29Q: 3 clusters Score -687100.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -687115.250000 Penalty: 4268.998047
	Iteration 30Q: 3 clusters Score -687115.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -687130.500000 Penalty: 4268.998047
	Iteration 31Q: 3 clusters Score -687130.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -687150.250000 Penalty: 4268.998047
	Iteration 32Q: 3 clusters Score -687150.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -687169.625000 Penalty: 4268.998047
	Iteration 33Q: 3 clusters Score -687169.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -687191.687500 Penalty: 4268.998047
	Iteration 34Q: 3 clusters Score -687191.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -687203.250000 Penalty: 4268.998047
	Iteration 35Q: 3 clusters Score -687203.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -687211.625000 Penalty: 4268.998047
	Iteration 36Q: 3 clusters Score -687211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -687216.187500 Penalty: 4268.998047
	Iteration 37Q: 3 clusters Score -687216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -687220.625000 Penalty: 4268.998047
	Iteration 38Q: 3 clusters Score -687220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -687221.750000 Penalty: 4268.998047
	Iteration 39Q: 3 clusters Score -687221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -687222.125000 Penalty: 4268.998047
	Iteration 40F: 3 clusters Score -687222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -687223.000000 Penalty: 4268.998047
	Iteration 41Q: 3 clusters Score -687223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -687225.500000 Penalty: 4268.998047
	Iteration 42Q: 3 clusters Score -687225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -687225.812500 Penalty: 4268.998047
	Iteration 43Q: 3 clusters Score -687225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -687227.312500 Penalty: 4268.998047
	Iteration 44Q: 3 clusters Score -687227.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -687227.250000 Penalty: 4268.998047
	Iteration 45Q: 3 clusters Score -687227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -687229.375000 Penalty: 4268.998047
	Iteration 46Q: 3 clusters Score -687229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -687231.625000 Penalty: 4268.998047
	Iteration 47Q: 3 clusters Score -687231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -687233.750000 Penalty: 4268.998047
	Iteration 48Q: 3 clusters Score -687233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -687233.437500 Penalty: 4268.998047
	Iteration 49Q: 3 clusters Score -687233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -687234.937500 Penalty: 4268.998047
	Iteration 50Q: 3 clusters Score -687234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -687235.375000 Penalty: 4268.998047
	Iteration 51Q: 3 clusters Score -687235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -687236.250000 Penalty: 4268.998047
	Iteration 52Q: 3 clusters Score -687236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -687236.375000 Penalty: 4268.998047
	Iteration 53Q: 3 clusters Score -687236.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -687240.125000 Penalty: 4268.998047
	Iteration 54Q: 3 clusters Score -687240.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -687243.625000 Penalty: 4268.998047
	Iteration 55Q: 3 clusters Score -687243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -687244.062500 Penalty: 4268.998047
	Iteration 56Q: 3 clusters Score -687244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -687243.875000 Penalty: 4268.998047
	Iteration 57Q: 3 clusters Score -687243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -687245.750000 Penalty: 4268.998047
	Iteration 58Q: 3 clusters Score -687245.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -687245.750000 Penalty: 4268.998047
	Iteration 59F: 3 clusters Score -687245.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Entering Unmasked Estep 
Score: -1775487.125000 Penalty: 2357.670166
	Iteration 0F: 2 clusters Score -1775487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1765608.750000 Penalty: 4715.340332
	Iteration 0F: 3 clusters Score -1765609 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1768590.625000 Penalty: 4715.340332
	Iteration 1F: 3 clusters Score -1768591 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1768956.625000 Penalty: 4715.340332
	Iteration 2F: 3 clusters Score -1768957 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1769224.625000 Penalty: 4715.340332
	Iteration 3F: 3 clusters Score -1769225 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1769444.875000 Penalty: 4715.340332
	Iteration 4Q: 3 clusters Score -1769445 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1769629.375000 Penalty: 4715.340332
	Iteration 5Q: 3 clusters Score -1769629 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1769803.750000 Penalty: 4715.340332
	Iteration 6Q: 3 clusters Score -1769804 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1769993.250000 Penalty: 4715.340332
	Iteration 7Q: 3 clusters Score -1769993 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1770143.250000 Penalty: 4715.340332
	Iteration 8Q: 3 clusters Score -1770143 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1770308.625000 Penalty: 4715.340332
	Iteration 9Q: 3 clusters Score -1770309 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1770456.500000 Penalty: 4715.340332
	Iteration 10Q: 3 clusters Score -1770456 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1770638.875000 Penalty: 4715.340332
	Iteration 11Q: 3 clusters Score -1770639 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1770865.125000 Penalty: 4715.340332
	Iteration 12Q: 3 clusters Score -1770865 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1771087.250000 Penalty: 4715.340332
	Iteration 13Q: 3 clusters Score -1771087 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1771332.125000 Penalty: 4715.340332
	Iteration 14Q: 3 clusters Score -1771332 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1771572.250000 Penalty: 4715.340332
	Iteration 15Q: 3 clusters Score -1771572 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1771796.875000 Penalty: 4715.340332
	Iteration 16Q: 3 clusters Score -1771797 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1772030.000000 Penalty: 4715.340332
	Iteration 17Q: 3 clusters Score -1772030 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1772247.500000 Penalty: 4715.340332
	Iteration 18Q: 3 clusters Score -1772248 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1772444.375000 Penalty: 4715.340332
	Iteration 19Q: 3 clusters Score -1772444 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1772599.375000 Penalty: 4715.340332
	Iteration 20F: 3 clusters Score -1772599 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1772727.875000 Penalty: 4715.340332
	Iteration 21Q: 3 clusters Score -1772728 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1772851.500000 Penalty: 4715.340332
	Iteration 22Q: 3 clusters Score -1772852 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1772941.875000 Penalty: 4715.340332
	Iteration 23Q: 3 clusters Score -1772942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1773024.375000 Penalty: 4715.340332
	Iteration 24Q: 3 clusters Score -1773024 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1773087.250000 Penalty: 4715.340332
	Iteration 25Q: 3 clusters Score -1773087 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1773144.125000 Penalty: 4715.340332
	Iteration 26Q: 3 clusters Score -1773144 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1773192.375000 Penalty: 4715.340332
	Iteration 27Q: 3 clusters Score -1773192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1773238.125000 Penalty: 4715.340332
	Iteration 28Q: 3 clusters Score -1773238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1773263.625000 Penalty: 4715.340332
	Iteration 29Q: 3 clusters Score -1773264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1773298.250000 Penalty: 4715.340332
	Iteration 30Q: 3 clusters Score -1773298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1773330.250000 Penalty: 4715.340332
	Iteration 31Q: 3 clusters Score -1773330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1773365.500000 Penalty: 4715.340332
	Iteration 32Q: 3 clusters Score -1773366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1773396.500000 Penalty: 4715.340332
	Iteration 33Q: 3 clusters Score -1773396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1773418.375000 Penalty: 4715.340332
	Iteration 34Q: 3 clusters Score -1773418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1773446.375000 Penalty: 4715.340332
	Iteration 35Q: 3 clusters Score -1773446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1773472.375000 Penalty: 4715.340332
	Iteration 36Q: 3 clusters Score -1773472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1773489.875000 Penalty: 4715.340332
	Iteration 37Q: 3 clusters Score -1773490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1773513.125000 Penalty: 4715.340332
	Iteration 38Q: 3 clusters Score -1773513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1773521.875000 Penalty: 4715.340332
	Iteration 39Q: 3 clusters Score -1773522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1773533.375000 Penalty: 4715.340332
	Iteration 40F: 3 clusters Score -1773533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1773549.875000 Penalty: 4715.340332
	Iteration 41Q: 3 clusters Score -1773550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1773568.875000 Penalty: 4715.340332
	Iteration 42Q: 3 clusters Score -1773569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1773580.625000 Penalty: 4715.340332
	Iteration 43Q: 3 clusters Score -1773581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1773593.875000 Penalty: 4715.340332
	Iteration 44Q: 3 clusters Score -1773594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1773603.625000 Penalty: 4715.340332
	Iteration 45Q: 3 clusters Score -1773604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1773614.875000 Penalty: 4715.340332
	Iteration 46Q: 3 clusters Score -1773615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1773623.000000 Penalty: 4715.340332
	Iteration 47Q: 3 clusters Score -1773623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1773630.625000 Penalty: 4715.340332
	Iteration 48Q: 3 clusters Score -1773631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1773636.625000 Penalty: 4715.340332
	Iteration 49Q: 3 clusters Score -1773637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1773638.750000 Penalty: 4715.340332
	Iteration 50Q: 3 clusters Score -1773639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1773643.375000 Penalty: 4715.340332
	Iteration 51Q: 3 clusters Score -1773643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1773652.500000 Penalty: 4715.340332
	Iteration 52Q: 3 clusters Score -1773652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1773655.500000 Penalty: 4715.340332
	Iteration 53Q: 3 clusters Score -1773656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1773654.000000 Penalty: 4715.340332
	Iteration 54Q: 3 clusters Score -1773654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1773655.875000 Penalty: 4715.340332
	Iteration 55Q: 3 clusters Score -1773656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1773654.750000 Penalty: 4715.340332
	Iteration 56Q: 3 clusters Score -1773655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1773656.750000 Penalty: 4715.340332
	Iteration 57Q: 3 clusters Score -1773657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1773658.750000 Penalty: 4715.340332
	Iteration 58Q: 3 clusters Score -1773659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1773659.250000 Penalty: 4715.340332
	Iteration 59Q: 3 clusters Score -1773659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1773659.250000 Penalty: 4715.340332
	Iteration 60F: 3 clusters Score -1773659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -281356.656250 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -281356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -278689.343750 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -278689.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -279175.562500 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -279175.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -279298.718750 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -279298.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -279359.375000 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -279359.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -279395.843750 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -279395.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -279416.937500 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -279416.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279433.500000 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -279433.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -279440.718750 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -279440.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -279445.375000 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -279445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -279448.812500 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -279448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -279450.968750 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -279451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -279451.218750 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -279451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -279452.906250 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -279452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -279454.937500 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -279454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -279457.312500 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -279457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -279461.312500 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -279461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -279465.593750 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -279465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -279469.156250 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -279469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -279472.343750 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -279472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -279475.062500 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -279475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -279479.562500 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -279479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -279483.343750 Penalty: 3806.149170
	Iteration 21Q: 3 clusters Score -279483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -279487.093750 Penalty: 3806.149170
	Iteration 22Q: 3 clusters Score -279487.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -279492.500000 Penalty: 3806.149170
	Iteration 23Q: 3 clusters Score -279492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -279494.812500 Penalty: 3806.149170
	Iteration 24Q: 3 clusters Score -279494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -279496.312500 Penalty: 3806.149170
	Iteration 25Q: 3 clusters Score -279496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -279496.968750 Penalty: 3806.149170
	Iteration 26Q: 3 clusters Score -279497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -279497.625000 Penalty: 3806.149170
	Iteration 27Q: 3 clusters Score -279497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -279498.468750 Penalty: 3806.149170
	Iteration 28Q: 3 clusters Score -279498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -279499.218750 Penalty: 3806.149170
	Iteration 29Q: 3 clusters Score -279499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -279499.343750 Penalty: 3806.149170
	Iteration 30Q: 3 clusters Score -279499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -279499.500000 Penalty: 3806.149170
	Iteration 31Q: 3 clusters Score -279499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -279499.500000 Penalty: 3806.149170
	Iteration 32F: 3 clusters Score -279499.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Entering Unmasked Estep 
Score: -7448130.500000 Penalty: 2714.399414
	Iteration 0F: 2 clusters Score -7448130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -7410099.500000 Penalty: 5428.798828
	Iteration 0F: 3 clusters Score -7410100 nChanged 26221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -7424782.000000 Penalty: 5428.798828
	Iteration 1F: 3 clusters Score -7424782 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -7425675.500000 Penalty: 5428.798828
	Iteration 2Q: 3 clusters Score -7425676 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -7426901.500000 Penalty: 5428.798828
	Iteration 3Q: 3 clusters Score -7426902 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -7428807.000000 Penalty: 5428.798828
	Iteration 4F: 3 clusters Score -7428807 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -7431769.500000 Penalty: 5428.798828
	Iteration 5F: 3 clusters Score -7431770 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -7435837.500000 Penalty: 5428.798828
	Iteration 6F: 3 clusters Score -7435838 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -7439768.500000 Penalty: 5428.798828
	Iteration 7F: 3 clusters Score -7439768 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -7442521.000000 Penalty: 5428.798828
	Iteration 8F: 3 clusters Score -7442521 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7444008.000000 Penalty: 5428.798828
	Iteration 9Q: 3 clusters Score -7444008 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7444796.500000 Penalty: 5428.798828
	Iteration 10Q: 3 clusters Score -7444796 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7445312.000000 Penalty: 5428.798828
	Iteration 11Q: 3 clusters Score -7445312 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7445602.500000 Penalty: 5428.798828
	Iteration 12Q: 3 clusters Score -7445602 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7445814.500000 Penalty: 5428.798828
	Iteration 13Q: 3 clusters Score -7445814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7445934.500000 Penalty: 5428.798828
	Iteration 14Q: 3 clusters Score -7445934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7446012.000000 Penalty: 5428.798828
	Iteration 15Q: 3 clusters Score -7446012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7446056.500000 Penalty: 5428.798828
	Iteration 16Q: 3 clusters Score -7446056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7446079.000000 Penalty: 5428.798828
	Iteration 17Q: 3 clusters Score -7446079 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7446099.500000 Penalty: 5428.798828
	Iteration 18Q: 3 clusters Score -7446100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7446127.000000 Penalty: 5428.798828
	Iteration 19Q: 3 clusters Score -7446127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7446159.000000 Penalty: 5428.798828
	Iteration 20F: 3 clusters Score -7446159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7446181.500000 Penalty: 5428.798828
	Iteration 21Q: 3 clusters Score -7446182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7446197.000000 Penalty: 5428.798828
	Iteration 22Q: 3 clusters Score -7446197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7446196.500000 Penalty: 5428.798828
	Iteration 23Q: 3 clusters Score -7446196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7446205.500000 Penalty: 5428.798828
	Iteration 24Q: 3 clusters Score -7446206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7446215.000000 Penalty: 5428.798828
	Iteration 25Q: 3 clusters Score -7446215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7446206.500000 Penalty: 5428.798828
	Iteration 26Q: 3 clusters Score -7446206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7446208.500000 Penalty: 5428.798828
	Iteration 27Q: 3 clusters Score -7446208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7446210.500000 Penalty: 5428.798828
	Iteration 28Q: 3 clusters Score -7446210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7446214.500000 Penalty: 5428.798828
	Iteration 29Q: 3 clusters Score -7446214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7446213.500000 Penalty: 5428.798828
	Iteration 30Q: 3 clusters Score -7446214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7446217.500000 Penalty: 5428.798828
	Iteration 31Q: 3 clusters Score -7446218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7446213.000000 Penalty: 5428.798828
	Iteration 32Q: 3 clusters Score -7446213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7446216.000000 Penalty: 5428.798828
	Iteration 33Q: 3 clusters Score -7446216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7446216.000000 Penalty: 5428.798828
	Iteration 34Q: 3 clusters Score -7446216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7446222.500000 Penalty: 5428.798828
	Iteration 35Q: 3 clusters Score -7446222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7446220.500000 Penalty: 5428.798828
	Iteration 36Q: 3 clusters Score -7446220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7446224.000000 Penalty: 5428.798828
	Iteration 37Q: 3 clusters Score -7446224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7446222.000000 Penalty: 5428.798828
	Iteration 38Q: 3 clusters Score -7446222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7446224.500000 Penalty: 5428.798828
	Iteration 39Q: 3 clusters Score -7446224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7446220.000000 Penalty: 5428.798828
	Iteration 40F: 3 clusters Score -7446220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 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 291 members 
Entering Unmasked Estep 
Score: -63496.070312 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63496.07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63896.371094 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -63896.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64293.808594 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64293.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64504.757812 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -64504.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64741.441406 Penalty: 3174.527832
	Iteration 4F: 3 clusters Score -64741.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64844.542969 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64844.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64899.996094 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64981.566406 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64981.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65044.984375 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -65044.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65056.113281 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -65056.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65061.441406 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -65061.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65074.335938 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -65074.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65085.648438 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -65085.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65091.355469 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -65091.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65120.531250 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -65120.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65144.675781 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -65144.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65153.371094 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -65153.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65158.964844 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -65158.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65168.273438 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -65168.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65174.902344 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -65174.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65187.148438 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -65187.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65220.328125 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -65220.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65256.574219 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -65256.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65279.445312 Penalty: 3174.527832
	Iteration 23Q: 3 clusters Score -65279.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65279.445312 Penalty: 3174.527832
	Iteration 24F: 3 clusters Score -65279.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183381 members 
Mstep: Class 3 contains 83171 members 
Mstep: Class 4 contains 220358 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39842 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54556 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161313 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 28439 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 322 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38355 members 
Mstep: Class 31 contains 280 members 
Entering Unmasked Estep 
Score: -133248584.000000 Penalty: 106424.484375
Splitting cluster 28 changes total score from -133250240.000000 to -133248584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -470176.468750 Penalty: 2038.459839
	Iteration 0F: 2 clusters Score -470176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -466483.437500 Penalty: 4076.919678
	Iteration 0F: 3 clusters Score -466483.4 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -467294.406250 Penalty: 4076.919678
	Iteration 1F: 3 clusters Score -467294.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -467513.031250 Penalty: 4076.919678
	Iteration 2F: 3 clusters Score -467513 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -467665.156250 Penalty: 4076.919678
	Iteration 3F: 3 clusters Score -467665.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -467814.093750 Penalty: 4076.919678
	Iteration 4Q: 3 clusters Score -467814.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -467955.031250 Penalty: 4076.919678
	Iteration 5Q: 3 clusters Score -467955 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -468077.406250 Penalty: 4076.919678
	Iteration 6Q: 3 clusters Score -468077.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -468199.750000 Penalty: 4076.919678
	Iteration 7Q: 3 clusters Score -468199.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -468292.750000 Penalty: 4076.919678
	Iteration 8Q: 3 clusters Score -468292.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -468383.156250 Penalty: 4076.919678
	Iteration 9Q: 3 clusters Score -468383.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -468462.656250 Penalty: 4076.919678
	Iteration 10Q: 3 clusters Score -468462.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -468528.406250 Penalty: 4076.919678
	Iteration 11Q: 3 clusters Score -468528.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -468577.500000 Penalty: 4076.919678
	Iteration 12Q: 3 clusters Score -468577.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -468609.406250 Penalty: 4076.919678
	Iteration 13Q: 3 clusters Score -468609.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -468648.093750 Penalty: 4076.919678
	Iteration 14Q: 3 clusters Score -468648.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -468685.968750 Penalty: 4076.919678
	Iteration 15Q: 3 clusters Score -468686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -468713.406250 Penalty: 4076.919678
	Iteration 16Q: 3 clusters Score -468713.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -468738.656250 Penalty: 4076.919678
	Iteration 17Q: 3 clusters Score -468738.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -468763.781250 Penalty: 4076.919678
	Iteration 18Q: 3 clusters Score -468763.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -468786.593750 Penalty: 4076.919678
	Iteration 19Q: 3 clusters Score -468786.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -468804.250000 Penalty: 4076.919678
	Iteration 20F: 3 clusters Score -468804.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -468817.562500 Penalty: 4076.919678
	Iteration 21Q: 3 clusters Score -468817.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -468823.375000 Penalty: 4076.919678
	Iteration 22Q: 3 clusters Score -468823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -468825.843750 Penalty: 4076.919678
	Iteration 23Q: 3 clusters Score -468825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -468828.968750 Penalty: 4076.919678
	Iteration 24Q: 3 clusters Score -468829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -468830.375000 Penalty: 4076.919678
	Iteration 25Q: 3 clusters Score -468830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -468831.468750 Penalty: 4076.919678
	Iteration 26Q: 3 clusters Score -468831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -468832.843750 Penalty: 4076.919678
	Iteration 27Q: 3 clusters Score -468832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -468832.843750 Penalty: 4076.919678
	Iteration 28F: 3 clusters Score -468832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Entering Unmasked Estep 
Score: -5163159.500000 Penalty: 2617.550781
	Iteration 0F: 2 clusters Score -5163160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -5137245.000000 Penalty: 5235.101562
	Iteration 0F: 3 clusters Score -5137245 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5146966.000000 Penalty: 5235.101562
	Iteration 1F: 3 clusters Score -5146966 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -5147653.500000 Penalty: 5235.101562
	Iteration 2Q: 3 clusters Score -5147654 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -5148365.000000 Penalty: 5235.101562
	Iteration 3Q: 3 clusters Score -5148365 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -5149063.500000 Penalty: 5235.101562
	Iteration 4Q: 3 clusters Score -5149064 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -5149785.500000 Penalty: 5235.101562
	Iteration 5Q: 3 clusters Score -5149786 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -5150599.000000 Penalty: 5235.101562
	Iteration 6Q: 3 clusters Score -5150599 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5151485.500000 Penalty: 5235.101562
	Iteration 7Q: 3 clusters Score -5151486 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5152391.000000 Penalty: 5235.101562
	Iteration 8Q: 3 clusters Score -5152391 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -5153390.000000 Penalty: 5235.101562
	Iteration 9Q: 3 clusters Score -5153390 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -5154358.000000 Penalty: 5235.101562
	Iteration 10Q: 3 clusters Score -5154358 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -5155217.000000 Penalty: 5235.101562
	Iteration 11Q: 3 clusters Score -5155217 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5155828.000000 Penalty: 5235.101562
	Iteration 12Q: 3 clusters Score -5155828 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -5156279.500000 Penalty: 5235.101562
	Iteration 13Q: 3 clusters Score -5156280 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -5156598.000000 Penalty: 5235.101562
	Iteration 14Q: 3 clusters Score -5156598 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -5156825.500000 Penalty: 5235.101562
	Iteration 15Q: 3 clusters Score -5156826 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -5157012.000000 Penalty: 5235.101562
	Iteration 16Q: 3 clusters Score -5157012 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -5157173.500000 Penalty: 5235.101562
	Iteration 17Q: 3 clusters Score -5157174 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -5157310.000000 Penalty: 5235.101562
	Iteration 18Q: 3 clusters Score -5157310 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5157475.000000 Penalty: 5235.101562
	Iteration 19Q: 3 clusters Score -5157475 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5157643.000000 Penalty: 5235.101562
	Iteration 20F: 3 clusters Score -5157643 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5157773.000000 Penalty: 5235.101562
	Iteration 21Q: 3 clusters Score -5157773 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5157904.500000 Penalty: 5235.101562
	Iteration 22Q: 3 clusters Score -5157904 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -5158055.500000 Penalty: 5235.101562
	Iteration 23Q: 3 clusters Score -5158056 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -5158225.000000 Penalty: 5235.101562
	Iteration 24Q: 3 clusters Score -5158225 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -5158408.000000 Penalty: 5235.101562
	Iteration 25Q: 3 clusters Score -5158408 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -5158613.000000 Penalty: 5235.101562
	Iteration 26Q: 3 clusters Score -5158613 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -5158832.500000 Penalty: 5235.101562
	Iteration 27Q: 3 clusters Score -5158832 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -5159052.500000 Penalty: 5235.101562
	Iteration 28Q: 3 clusters Score -5159052 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -5159313.500000 Penalty: 5235.101562
	Iteration 29Q: 3 clusters Score -5159314 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -5159547.500000 Penalty: 5235.101562
	Iteration 30Q: 3 clusters Score -5159548 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -5159792.500000 Penalty: 5235.101562
	Iteration 31Q: 3 clusters Score -5159792 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -5160026.000000 Penalty: 5235.101562
	Iteration 32Q: 3 clusters Score -5160026 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -5160242.000000 Penalty: 5235.101562
	Iteration 33Q: 3 clusters Score -5160242 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5160409.500000 Penalty: 5235.101562
	Iteration 34Q: 3 clusters Score -5160410 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5160548.000000 Penalty: 5235.101562
	Iteration 35Q: 3 clusters Score -5160548 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -5160675.500000 Penalty: 5235.101562
	Iteration 36Q: 3 clusters Score -5160676 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5160734.500000 Penalty: 5235.101562
	Iteration 37Q: 3 clusters Score -5160734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -5160795.500000 Penalty: 5235.101562
	Iteration 38Q: 3 clusters Score -5160796 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -5160871.000000 Penalty: 5235.101562
	Iteration 39Q: 3 clusters Score -5160871 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -5160935.500000 Penalty: 5235.101562
	Iteration 40F: 3 clusters Score -5160936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -5160994.000000 Penalty: 5235.101562
	Iteration 41Q: 3 clusters Score -5160994 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -5161024.000000 Penalty: 5235.101562
	Iteration 42Q: 3 clusters Score -5161024 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -5161051.500000 Penalty: 5235.101562
	Iteration 43Q: 3 clusters Score -5161052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -5161074.000000 Penalty: 5235.101562
	Iteration 44Q: 3 clusters Score -5161074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5161100.500000 Penalty: 5235.101562
	Iteration 45Q: 3 clusters Score -5161100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -5161116.000000 Penalty: 5235.101562
	Iteration 46Q: 3 clusters Score -5161116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -5161119.000000 Penalty: 5235.101562
	Iteration 47Q: 3 clusters Score -5161119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5161139.000000 Penalty: 5235.101562
	Iteration 48Q: 3 clusters Score -5161139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -5161159.000000 Penalty: 5235.101562
	Iteration 49Q: 3 clusters Score -5161159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5161158.000000 Penalty: 5235.101562
	Iteration 50Q: 3 clusters Score -5161158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5161163.500000 Penalty: 5235.101562
	Iteration 51Q: 3 clusters Score -5161164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -5161161.000000 Penalty: 5235.101562
	Iteration 52Q: 3 clusters Score -5161161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5161162.000000 Penalty: 5235.101562
	Iteration 53Q: 3 clusters Score -5161162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -5161163.000000 Penalty: 5235.101562
	Iteration 54Q: 3 clusters Score -5161163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -5161163.500000 Penalty: 5235.101562
	Iteration 55Q: 3 clusters Score -5161164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -5161161.500000 Penalty: 5235.101562
	Iteration 56Q: 3 clusters Score -5161162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5161167.500000 Penalty: 5235.101562
	Iteration 57Q: 3 clusters Score -5161168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -5161166.500000 Penalty: 5235.101562
	Iteration 58Q: 3 clusters Score -5161166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -5161164.000000 Penalty: 5235.101562
	Iteration 59Q: 3 clusters Score -5161164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -5161166.500000 Penalty: 5235.101562
	Iteration 60F: 3 clusters Score -5161166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -5161177.000000 Penalty: 5235.101562
	Iteration 61Q: 3 clusters Score -5161177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5161174.000000 Penalty: 5235.101562
	Iteration 62Q: 3 clusters Score -5161174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5161174.000000 Penalty: 5235.101562
	Iteration 63F: 3 clusters Score -5161174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183381 members 
Mstep: Class 3 contains 83171 members 
Mstep: Class 4 contains 220358 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39842 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54556 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161313 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 28439 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250224.000000 Penalty: 102991.429688
Iteration 439Q: 31 clusters Score -1.332502e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183381 members 
Mstep: Class 3 contains 83163 members 
Mstep: Class 4 contains 220345 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39847 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 29638 members 
Mstep: Class 17 contains 54554 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161335 members 
Mstep: Class 20 contains 19924 members 
Mstep: Class 21 contains 28440 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13453 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56677 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250176.000000 Penalty: 102991.429688
Iteration 440F: 31 clusters Score -1.332502e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183383 members 
Mstep: Class 3 contains 83157 members 
Mstep: Class 4 contains 220320 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39855 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6371 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47280 members 
Mstep: Class 16 contains 29636 members 
Mstep: Class 17 contains 54552 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161365 members 
Mstep: Class 20 contains 19922 members 
Mstep: Class 21 contains 28442 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13454 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56677 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250152.000000 Penalty: 102991.429688
Iteration 441Q: 31 clusters Score -1.332502e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183386 members 
Mstep: Class 3 contains 83155 members 
Mstep: Class 4 contains 220311 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 39863 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6369 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29630 members 
Mstep: Class 17 contains 54551 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161381 members 
Mstep: Class 20 contains 19920 members 
Mstep: Class 21 contains 28440 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13456 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56674 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250224.000000 Penalty: 102991.429688
Iteration 442Q: 31 clusters Score -1.332502e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183385 members 
Mstep: Class 3 contains 83143 members 
Mstep: Class 4 contains 220305 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 39867 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29630 members 
Mstep: Class 17 contains 54550 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161403 members 
Mstep: Class 20 contains 19915 members 
Mstep: Class 21 contains 28438 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13463 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56676 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250224.000000 Penalty: 102991.429688
Iteration 443Q: 31 clusters Score -1.332502e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183380 members 
Mstep: Class 3 contains 83135 members 
Mstep: Class 4 contains 220308 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 39867 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47276 members 
Mstep: Class 16 contains 29628 members 
Mstep: Class 17 contains 54549 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161412 members 
Mstep: Class 20 contains 19916 members 
Mstep: Class 21 contains 28438 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13467 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250264.000000 Penalty: 102991.429688
Iteration 444Q: 31 clusters Score -1.332503e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 83123 members 
Mstep: Class 4 contains 220302 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 39870 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47275 members 
Mstep: Class 16 contains 29626 members 
Mstep: Class 17 contains 54548 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161428 members 
Mstep: Class 20 contains 19915 members 
Mstep: Class 21 contains 28440 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13472 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250312.000000 Penalty: 102991.429688
Iteration 445Q: 31 clusters Score -1.332503e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 83117 members 
Mstep: Class 4 contains 220288 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 39871 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47275 members 
Mstep: Class 16 contains 29625 members 
Mstep: Class 17 contains 54549 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161443 members 
Mstep: Class 20 contains 19916 members 
Mstep: Class 21 contains 28444 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13476 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250352.000000 Penalty: 102991.429688
Iteration 446Q: 31 clusters Score -1.332504e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83108 members 
Mstep: Class 4 contains 220286 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 39872 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29625 members 
Mstep: Class 17 contains 54547 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161452 members 
Mstep: Class 20 contains 19915 members 
Mstep: Class 21 contains 28447 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250240.000000 Penalty: 102991.429688
Iteration 447Q: 31 clusters Score -1.332502e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83098 members 
Mstep: Class 4 contains 220285 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 39874 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47275 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 54546 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161461 members 
Mstep: Class 20 contains 19915 members 
Mstep: Class 21 contains 28447 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13480 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250248.000000 Penalty: 102991.429688
Iteration 448Q: 31 clusters Score -1.332502e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83093 members 
Mstep: Class 4 contains 220286 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3515 members 
Mstep: Class 10 contains 39874 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47276 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54545 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 161467 members 
Mstep: Class 20 contains 19914 members 
Mstep: Class 21 contains 28448 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56681 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250296.000000 Penalty: 102991.429688
Iteration 449Q: 31 clusters Score -1.332503e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 83088 members 
Mstep: Class 4 contains 220286 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 39875 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47275 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54546 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161476 members 
Mstep: Class 20 contains 19913 members 
Mstep: Class 21 contains 28447 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13480 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56681 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250392.000000 Penalty: 102991.429688
Iteration 450Q: 31 clusters Score -1.332504e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83081 members 
Mstep: Class 4 contains 220281 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39877 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47275 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54546 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161485 members 
Mstep: Class 20 contains 19914 members 
Mstep: Class 21 contains 28447 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13480 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56681 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250368.000000 Penalty: 102991.429688
Iteration 451Q: 31 clusters Score -1.332504e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83076 members 
Mstep: Class 4 contains 220280 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39881 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47276 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54546 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161486 members 
Mstep: Class 20 contains 19915 members 
Mstep: Class 21 contains 28448 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56681 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250376.000000 Penalty: 102991.429688
Iteration 452Q: 31 clusters Score -1.332504e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83070 members 
Mstep: Class 4 contains 220272 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39886 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54546 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161499 members 
Mstep: Class 20 contains 19913 members 
Mstep: Class 21 contains 28447 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250352.000000 Penalty: 102991.429688
Iteration 453Q: 31 clusters Score -1.332504e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83065 members 
Mstep: Class 4 contains 220273 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39889 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54548 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161497 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 28447 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250384.000000 Penalty: 102991.429688
Iteration 454Q: 31 clusters Score -1.332504e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 83061 members 
Mstep: Class 4 contains 220276 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39892 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54547 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161496 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 28447 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250384.000000 Penalty: 102991.429688
Iteration 455Q: 31 clusters Score -1.332504e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 83057 members 
Mstep: Class 4 contains 220275 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39895 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54545 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161499 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 21 contains 28449 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250328.000000 Penalty: 102991.429688
Iteration 456Q: 31 clusters Score -1.332503e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83050 members 
Mstep: Class 4 contains 220285 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39897 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54545 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161496 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 21 contains 28449 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250416.000000 Penalty: 102991.429688
Iteration 457Q: 31 clusters Score -1.332504e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83046 members 
Mstep: Class 4 contains 220292 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39896 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54545 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161494 members 
Mstep: Class 20 contains 19909 members 
Mstep: Class 21 contains 28449 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250344.000000 Penalty: 102991.429688
Iteration 458Q: 31 clusters Score -1.332503e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83042 members 
Mstep: Class 4 contains 220291 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39895 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54544 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161496 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250424.000000 Penalty: 102991.429688
Iteration 459Q: 31 clusters Score -1.332504e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83042 members 
Mstep: Class 4 contains 220285 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39895 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54543 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161504 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250384.000000 Penalty: 102991.429688
Iteration 460F: 31 clusters Score -1.332504e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83040 members 
Mstep: Class 4 contains 220283 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39896 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 54542 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161509 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250448.000000 Penalty: 102991.429688
Iteration 461Q: 31 clusters Score -1.332504e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83038 members 
Mstep: Class 4 contains 220285 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39896 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54542 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161510 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56679 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250368.000000 Penalty: 102991.429688
Iteration 462Q: 31 clusters Score -1.332504e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 83035 members 
Mstep: Class 4 contains 220288 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39896 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29624 members 
Mstep: Class 17 contains 54542 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161508 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250456.000000 Penalty: 102991.429688
Iteration 463Q: 31 clusters Score -1.332505e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 83026 members 
Mstep: Class 4 contains 220301 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39896 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54542 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161504 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 13479 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250424.000000 Penalty: 102991.429688
Iteration 464Q: 31 clusters Score -1.332504e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 83022 members 
Mstep: Class 4 contains 220303 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39895 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54541 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161506 members 
Mstep: Class 20 contains 19912 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13479 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250408.000000 Penalty: 102991.429688
Iteration 465Q: 31 clusters Score -1.332504e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 83021 members 
Mstep: Class 4 contains 220301 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39895 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54541 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161510 members 
Mstep: Class 20 contains 19913 members 
Mstep: Class 21 contains 28453 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250408.000000 Penalty: 102991.429688
Iteration 466Q: 31 clusters Score -1.332504e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 83019 members 
Mstep: Class 4 contains 220300 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39896 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29620 members 
Mstep: Class 17 contains 54541 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161518 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56680 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250424.000000 Penalty: 102991.429688
Iteration 467Q: 31 clusters Score -1.332504e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 83018 members 
Mstep: Class 4 contains 220298 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39895 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47277 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54541 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161522 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56683 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250464.000000 Penalty: 102991.429688
Iteration 468Q: 31 clusters Score -1.332505e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 83017 members 
Mstep: Class 4 contains 220290 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39896 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54540 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161527 members 
Mstep: Class 20 contains 19909 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250488.000000 Penalty: 102991.429688
Iteration 469Q: 31 clusters Score -1.332505e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 83015 members 
Mstep: Class 4 contains 220289 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39898 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54539 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161527 members 
Mstep: Class 20 contains 19909 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56687 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250504.000000 Penalty: 102991.429688
Iteration 470Q: 31 clusters Score -1.332505e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 83015 members 
Mstep: Class 4 contains 220286 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39900 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54538 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161527 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56688 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250480.000000 Penalty: 102991.429688
Iteration 471Q: 31 clusters Score -1.332505e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183377 members 
Mstep: Class 3 contains 83014 members 
Mstep: Class 4 contains 220286 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39900 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 54537 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161529 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56687 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250512.000000 Penalty: 102991.429688
Iteration 472Q: 31 clusters Score -1.332505e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183377 members 
Mstep: Class 3 contains 83013 members 
Mstep: Class 4 contains 220288 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39898 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54537 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161529 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250472.000000 Penalty: 102991.429688
Iteration 473Q: 31 clusters Score -1.332505e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183377 members 
Mstep: Class 3 contains 83012 members 
Mstep: Class 4 contains 220288 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39897 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54537 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161534 members 
Mstep: Class 20 contains 19907 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56685 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250496.000000 Penalty: 102991.429688
Iteration 474Q: 31 clusters Score -1.332505e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 83009 members 
Mstep: Class 4 contains 220288 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39898 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54537 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161538 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250536.000000 Penalty: 102991.429688
Iteration 475Q: 31 clusters Score -1.332505e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 83006 members 
Mstep: Class 4 contains 220294 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39898 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54536 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161536 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250544.000000 Penalty: 102991.429688
Iteration 476Q: 31 clusters Score -1.332505e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 83000 members 
Mstep: Class 4 contains 220295 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54536 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161538 members 
Mstep: Class 20 contains 19906 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250496.000000 Penalty: 102991.429688
Iteration 477Q: 31 clusters Score -1.332505e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183376 members 
Mstep: Class 3 contains 82998 members 
Mstep: Class 4 contains 220293 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54538 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161541 members 
Mstep: Class 20 contains 19906 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56685 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250544.000000 Penalty: 102991.429688
Iteration 478Q: 31 clusters Score -1.332505e+08 nChanged 12
Entering ConstructFrom: 
Score: -133250544.000000 Penalty: 102991.429688
Entering ConstructFrom: 
Trying to split cluster 1 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -62570.273438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -62570.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61105.042969 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61105.04 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61473.847656 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61473.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61782.074219 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61782.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61946.144531 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -61946.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62055.800781 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -62055.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62145.843750 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -62145.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62215.984375 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62215.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62287.953125 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62287.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62317.230469 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62317.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62376.128906 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62376.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62446.726562 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -62446.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62494.410156 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -62494.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62517.312500 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -62517.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62546.855469 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -62546.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62577.546875 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -62577.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62597.984375 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -62597.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62621.128906 Penalty: 3161.166504
	Iteration 16Q: 3 clusters Score -62621.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62667.632812 Penalty: 3161.166504
	Iteration 17Q: 3 clusters Score -62667.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62669.035156 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -62669.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62669.136719 Penalty: 3161.166504
	Iteration 19F: 3 clusters Score -62669.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62677.902344 Penalty: 3161.166504
	Iteration 20F: 3 clusters Score -62677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62685.386719 Penalty: 3161.166504
	Iteration 21Q: 3 clusters Score -62685.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62689.144531 Penalty: 3161.166504
	Iteration 22Q: 3 clusters Score -62689.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62702.558594 Penalty: 3161.166504
	Iteration 23Q: 3 clusters Score -62702.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62711.203125 Penalty: 3161.166504
	Iteration 24Q: 3 clusters Score -62711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62715.753906 Penalty: 3161.166504
	Iteration 25Q: 3 clusters Score -62715.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62715.753906 Penalty: 3161.166504
	Iteration 26F: 3 clusters Score -62715.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82997 members 
Mstep: Class 4 contains 220294 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54539 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161543 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Mstep: Class 31 contains 307 members 
Entering Unmasked Estep 
Score: -133248808.000000 Penalty: 106424.484375
Splitting cluster 1 changes total score from -133250544.000000 to -133248808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (183375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183375 members 
Entering Unmasked Estep 
Score: -24278422.000000 Penalty: 3005.583496
	Iteration 0F: 2 clusters Score -2.427842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 91748 members 
Entering Unmasked Estep 
Score: -24169284.000000 Penalty: 6011.166992
	Iteration 0F: 3 clusters Score -2.416928e+07 nChanged 88182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -24220132.000000 Penalty: 6011.166992
	Iteration 1F: 3 clusters Score -2.422013e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -24221034.000000 Penalty: 6011.166992
	Iteration 2Q: 3 clusters Score -2.422103e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -24221920.000000 Penalty: 6011.166992
	Iteration 3Q: 3 clusters Score -2.422192e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87097 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -24222722.000000 Penalty: 6011.166992
	Iteration 4Q: 3 clusters Score -2.422272e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -24223998.000000 Penalty: 6011.166992
	Iteration 5Q: 3 clusters Score -2.4224e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -24225816.000000 Penalty: 6011.166992
	Iteration 6Q: 3 clusters Score -2.422582e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -24228652.000000 Penalty: 6011.166992
	Iteration 7Q: 3 clusters Score -2.422865e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 114720 members 
Entering Unmasked Estep 
Score: -24233430.000000 Penalty: 6011.166992
	Iteration 8F: 3 clusters Score -2.423343e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 123269 members 
Entering Unmasked Estep 
Score: -24240990.000000 Penalty: 6011.166992
	Iteration 9F: 3 clusters Score -2.424099e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 131340 members 
Entering Unmasked Estep 
Score: -24249466.000000 Penalty: 6011.166992
	Iteration 10F: 3 clusters Score -2.424947e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 137048 members 
Entering Unmasked Estep 
Score: -24256602.000000 Penalty: 6011.166992
	Iteration 11F: 3 clusters Score -2.42566e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 140421 members 
Entering Unmasked Estep 
Score: -24260456.000000 Penalty: 6011.166992
	Iteration 12Q: 3 clusters Score -2.426046e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 142820 members 
Entering Unmasked Estep 
Score: -24261988.000000 Penalty: 6011.166992
	Iteration 13Q: 3 clusters Score -2.426199e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 145023 members 
Entering Unmasked Estep 
Score: -24262984.000000 Penalty: 6011.166992
	Iteration 14Q: 3 clusters Score -2.426298e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -24263646.000000 Penalty: 6011.166992
	Iteration 15Q: 3 clusters Score -2.426365e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -24264182.000000 Penalty: 6011.166992
	Iteration 16Q: 3 clusters Score -2.426418e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -24265016.000000 Penalty: 6011.166992
	Iteration 17Q: 3 clusters Score -2.426502e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -24266042.000000 Penalty: 6011.166992
	Iteration 18Q: 3 clusters Score -2.426604e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 155556 members 
Entering Unmasked Estep 
Score: -24266960.000000 Penalty: 6011.166992
	Iteration 19Q: 3 clusters Score -2.426696e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 157704 members 
Entering Unmasked Estep 
Score: -24267760.000000 Penalty: 6011.166992
	Iteration 20F: 3 clusters Score -2.426776e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -24268514.000000 Penalty: 6011.166992
	Iteration 21Q: 3 clusters Score -2.426851e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 161903 members 
Entering Unmasked Estep 
Score: -24269128.000000 Penalty: 6011.166992
	Iteration 22Q: 3 clusters Score -2.426913e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 163896 members 
Entering Unmasked Estep 
Score: -24269704.000000 Penalty: 6011.166992
	Iteration 23Q: 3 clusters Score -2.42697e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 165827 members 
Entering Unmasked Estep 
Score: -24270174.000000 Penalty: 6011.166992
	Iteration 24Q: 3 clusters Score -2.427017e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 167667 members 
Entering Unmasked Estep 
Score: -24270830.000000 Penalty: 6011.166992
	Iteration 25Q: 3 clusters Score -2.427083e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 169492 members 
Entering Unmasked Estep 
Score: -24271356.000000 Penalty: 6011.166992
	Iteration 26Q: 3 clusters Score -2.427136e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -24271880.000000 Penalty: 6011.166992
	Iteration 27Q: 3 clusters Score -2.427188e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 172953 members 
Entering Unmasked Estep 
Score: -24272438.000000 Penalty: 6011.166992
	Iteration 28Q: 3 clusters Score -2.427244e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 174544 members 
Entering Unmasked Estep 
Score: -24272922.000000 Penalty: 6011.166992
	Iteration 29Q: 3 clusters Score -2.427292e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 176005 members 
Entering Unmasked Estep 
Score: -24273472.000000 Penalty: 6011.166992
	Iteration 30Q: 3 clusters Score -2.427347e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 177283 members 
Entering Unmasked Estep 
Score: -24273916.000000 Penalty: 6011.166992
	Iteration 31Q: 3 clusters Score -2.427392e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 178401 members 
Entering Unmasked Estep 
Score: -24274298.000000 Penalty: 6011.166992
	Iteration 32Q: 3 clusters Score -2.42743e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 179408 members 
Entering Unmasked Estep 
Score: -24274610.000000 Penalty: 6011.166992
	Iteration 33Q: 3 clusters Score -2.427461e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 180287 members 
Entering Unmasked Estep 
Score: -24274962.000000 Penalty: 6011.166992
	Iteration 34Q: 3 clusters Score -2.427496e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 181016 members 
Entering Unmasked Estep 
Score: -24275258.000000 Penalty: 6011.166992
	Iteration 35Q: 3 clusters Score -2.427526e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 181544 members 
Entering Unmasked Estep 
Score: -24275464.000000 Penalty: 6011.166992
	Iteration 36Q: 3 clusters Score -2.427546e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 181907 members 
Entering Unmasked Estep 
Score: -24275580.000000 Penalty: 6011.166992
	Iteration 37Q: 3 clusters Score -2.427558e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 182162 members 
Entering Unmasked Estep 
Score: -24275634.000000 Penalty: 6011.166992
	Iteration 38Q: 3 clusters Score -2.427563e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 182324 members 
Entering Unmasked Estep 
Score: -24275708.000000 Penalty: 6011.166992
	Iteration 39Q: 3 clusters Score -2.427571e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 182450 members 
Entering Unmasked Estep 
Score: -24275776.000000 Penalty: 6011.166992
	Iteration 40F: 3 clusters Score -2.427578e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 182543 members 
Entering Unmasked Estep 
Score: -24275778.000000 Penalty: 6011.166992
	Iteration 41Q: 3 clusters Score -2.427578e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 182608 members 
Entering Unmasked Estep 
Score: -24275790.000000 Penalty: 6011.166992
	Iteration 42Q: 3 clusters Score -2.427579e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 182651 members 
Entering Unmasked Estep 
Score: -24275814.000000 Penalty: 6011.166992
	Iteration 43Q: 3 clusters Score -2.427581e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 182682 members 
Entering Unmasked Estep 
Score: -24275836.000000 Penalty: 6011.166992
	Iteration 44Q: 3 clusters Score -2.427584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 182697 members 
Entering Unmasked Estep 
Score: -24275822.000000 Penalty: 6011.166992
	Iteration 45Q: 3 clusters Score -2.427582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 182710 members 
Entering Unmasked Estep 
Score: -24275834.000000 Penalty: 6011.166992
	Iteration 46Q: 3 clusters Score -2.427583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 182717 members 
Entering Unmasked Estep 
Score: -24275848.000000 Penalty: 6011.166992
	Iteration 47Q: 3 clusters Score -2.427585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 182728 members 
Entering Unmasked Estep 
Score: -24275874.000000 Penalty: 6011.166992
	Iteration 48Q: 3 clusters Score -2.427587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -24275886.000000 Penalty: 6011.166992
	Iteration 49Q: 3 clusters Score -2.427589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 182745 members 
Entering Unmasked Estep 
Score: -24275892.000000 Penalty: 6011.166992
	Iteration 50Q: 3 clusters Score -2.427589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 182749 members 
Entering Unmasked Estep 
Score: -24275880.000000 Penalty: 6011.166992
	Iteration 51Q: 3 clusters Score -2.427588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 182756 members 
Entering Unmasked Estep 
Score: -24275886.000000 Penalty: 6011.166992
	Iteration 52Q: 3 clusters Score -2.427589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 182759 members 
Entering Unmasked Estep 
Score: -24275882.000000 Penalty: 6011.166992
	Iteration 53Q: 3 clusters Score -2.427588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 182766 members 
Entering Unmasked Estep 
Score: -24275910.000000 Penalty: 6011.166992
	Iteration 54Q: 3 clusters Score -2.427591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 182771 members 
Entering Unmasked Estep 
Score: -24275906.000000 Penalty: 6011.166992
	Iteration 55Q: 3 clusters Score -2.427591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 182775 members 
Entering Unmasked Estep 
Score: -24275906.000000 Penalty: 6011.166992
	Iteration 56Q: 3 clusters Score -2.427591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 182780 members 
Entering Unmasked Estep 
Score: -24275908.000000 Penalty: 6011.166992
	Iteration 57Q: 3 clusters Score -2.427591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 182783 members 
Entering Unmasked Estep 
Score: -24275914.000000 Penalty: 6011.166992
	Iteration 58Q: 3 clusters Score -2.427591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 182783 members 
Entering Unmasked Estep 
Score: -24275906.000000 Penalty: 6011.166992
	Iteration 59Q: 3 clusters Score -2.427591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 182785 members 
Entering Unmasked Estep 
Score: -24275916.000000 Penalty: 6011.166992
	Iteration 60F: 3 clusters Score -2.427592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 182789 members 
Entering Unmasked Estep 
Score: -24275930.000000 Penalty: 6011.166992
	Iteration 61Q: 3 clusters Score -2.427593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 182793 members 
Entering Unmasked Estep 
Score: -24275948.000000 Penalty: 6011.166992
	Iteration 62Q: 3 clusters Score -2.427595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 182798 members 
Entering Unmasked Estep 
Score: -24275948.000000 Penalty: 6011.166992
	Iteration 63Q: 3 clusters Score -2.427595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 182805 members 
Entering Unmasked Estep 
Score: -24275964.000000 Penalty: 6011.166992
	Iteration 64Q: 3 clusters Score -2.427596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 182808 members 
Entering Unmasked Estep 
Score: -24275978.000000 Penalty: 6011.166992
	Iteration 65Q: 3 clusters Score -2.427598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 182809 members 
Entering Unmasked Estep 
Score: -24275980.000000 Penalty: 6011.166992
	Iteration 66Q: 3 clusters Score -2.427598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 182812 members 
Entering Unmasked Estep 
Score: -24275974.000000 Penalty: 6011.166992
	Iteration 67Q: 3 clusters Score -2.427597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 182816 members 
Entering Unmasked Estep 
Score: -24275980.000000 Penalty: 6011.166992
	Iteration 68Q: 3 clusters Score -2.427598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 182818 members 
Entering Unmasked Estep 
Score: -24276000.000000 Penalty: 6011.166992
	Iteration 69Q: 3 clusters Score -2.4276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -24275990.000000 Penalty: 6011.166992
	Iteration 70Q: 3 clusters Score -2.427599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 182822 members 
Entering Unmasked Estep 
Score: -24275994.000000 Penalty: 6011.166992
	Iteration 71Q: 3 clusters Score -2.427599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 182823 members 
Entering Unmasked Estep 
Score: -24275996.000000 Penalty: 6011.166992
	Iteration 72Q: 3 clusters Score -2.4276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 182825 members 
Entering Unmasked Estep 
Score: -24276004.000000 Penalty: 6011.166992
	Iteration 73Q: 3 clusters Score -2.4276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 182828 members 
Entering Unmasked Estep 
Score: -24275998.000000 Penalty: 6011.166992
	Iteration 74Q: 3 clusters Score -2.4276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 182830 members 
Entering Unmasked Estep 
Score: -24275998.000000 Penalty: 6011.166992
	Iteration 75Q: 3 clusters Score -2.4276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 182832 members 
Entering Unmasked Estep 
Score: -24275994.000000 Penalty: 6011.166992
	Iteration 76Q: 3 clusters Score -2.427599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 182833 members 
Entering Unmasked Estep 
Score: -24275996.000000 Penalty: 6011.166992
	Iteration 77Q: 3 clusters Score -2.4276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 182836 members 
Entering Unmasked Estep 
Score: -24276004.000000 Penalty: 6011.166992
	Iteration 78Q: 3 clusters Score -2.4276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 182839 members 
Entering Unmasked Estep 
Score: -24275994.000000 Penalty: 6011.166992
	Iteration 79Q: 3 clusters Score -2.427599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 182839 members 
Entering Unmasked Estep 
Score: -24275994.000000 Penalty: 6011.166992
	Iteration 80F: 3 clusters Score -2.427599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Entering Unmasked Estep 
Score: -11078343.000000 Penalty: 2808.986816
	Iteration 0F: 2 clusters Score -1.107834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -11022616.000000 Penalty: 5617.973633
	Iteration 0F: 3 clusters Score -1.102262e+07 nChanged 38944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -11044817.000000 Penalty: 5617.973633
	Iteration 1F: 3 clusters Score -1.104482e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -11045341.000000 Penalty: 5617.973633
	Iteration 2Q: 3 clusters Score -1.104534e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -11045830.000000 Penalty: 5617.973633
	Iteration 3Q: 3 clusters Score -1.104583e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -11046320.000000 Penalty: 5617.973633
	Iteration 4Q: 3 clusters Score -1.104632e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -11046905.000000 Penalty: 5617.973633
	Iteration 5Q: 3 clusters Score -1.10469e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -11047660.000000 Penalty: 5617.973633
	Iteration 6Q: 3 clusters Score -1.104766e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -11048524.000000 Penalty: 5617.973633
	Iteration 7Q: 3 clusters Score -1.104852e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -11049712.000000 Penalty: 5617.973633
	Iteration 8Q: 3 clusters Score -1.104971e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -11051219.000000 Penalty: 5617.973633
	Iteration 9Q: 3 clusters Score -1.105122e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -11053218.000000 Penalty: 5617.973633
	Iteration 10Q: 3 clusters Score -1.105322e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -11055875.000000 Penalty: 5617.973633
	Iteration 11F: 3 clusters Score -1.105588e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -11059465.000000 Penalty: 5617.973633
	Iteration 12F: 3 clusters Score -1.105946e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -11063383.000000 Penalty: 5617.973633
	Iteration 13F: 3 clusters Score -1.106338e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -11066924.000000 Penalty: 5617.973633
	Iteration 14F: 3 clusters Score -1.106692e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -11069439.000000 Penalty: 5617.973633
	Iteration 15Q: 3 clusters Score -1.106944e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -11071705.000000 Penalty: 5617.973633
	Iteration 16Q: 3 clusters Score -1.10717e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -11073394.000000 Penalty: 5617.973633
	Iteration 17Q: 3 clusters Score -1.107339e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -11074415.000000 Penalty: 5617.973633
	Iteration 18Q: 3 clusters Score -1.107442e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -11075015.000000 Penalty: 5617.973633
	Iteration 19Q: 3 clusters Score -1.107502e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -11075268.000000 Penalty: 5617.973633
	Iteration 20F: 3 clusters Score -1.107527e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -11075416.000000 Penalty: 5617.973633
	Iteration 21Q: 3 clusters Score -1.107542e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -11075463.000000 Penalty: 5617.973633
	Iteration 22Q: 3 clusters Score -1.107546e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -11075511.000000 Penalty: 5617.973633
	Iteration 23Q: 3 clusters Score -1.107551e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -11075551.000000 Penalty: 5617.973633
	Iteration 24Q: 3 clusters Score -1.107555e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -11075583.000000 Penalty: 5617.973633
	Iteration 25Q: 3 clusters Score -1.107558e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -11075555.000000 Penalty: 5617.973633
	Iteration 26Q: 3 clusters Score -1.107556e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -11075592.000000 Penalty: 5617.973633
	Iteration 27Q: 3 clusters Score -1.107559e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -11075587.000000 Penalty: 5617.973633
	Iteration 28Q: 3 clusters Score -1.107559e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -11075602.000000 Penalty: 5617.973633
	Iteration 29Q: 3 clusters Score -1.10756e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -11075620.000000 Penalty: 5617.973633
	Iteration 30Q: 3 clusters Score -1.107562e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -11075651.000000 Penalty: 5617.973633
	Iteration 31Q: 3 clusters Score -1.107565e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -11075663.000000 Penalty: 5617.973633
	Iteration 32Q: 3 clusters Score -1.107566e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -11075653.000000 Penalty: 5617.973633
	Iteration 33Q: 3 clusters Score -1.107565e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -11075685.000000 Penalty: 5617.973633
	Iteration 34Q: 3 clusters Score -1.107568e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -11075690.000000 Penalty: 5617.973633
	Iteration 35Q: 3 clusters Score -1.107569e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -11075697.000000 Penalty: 5617.973633
	Iteration 36Q: 3 clusters Score -1.10757e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -11075679.000000 Penalty: 5617.973633
	Iteration 37Q: 3 clusters Score -1.107568e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -11075706.000000 Penalty: 5617.973633
	Iteration 38Q: 3 clusters Score -1.107571e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -11075718.000000 Penalty: 5617.973633
	Iteration 39Q: 3 clusters Score -1.107572e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -11075721.000000 Penalty: 5617.973633
	Iteration 40F: 3 clusters Score -1.107572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -11075705.000000 Penalty: 5617.973633
	Iteration 41Q: 3 clusters Score -1.10757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -11075723.000000 Penalty: 5617.973633
	Iteration 42Q: 3 clusters Score -1.107572e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -11075736.000000 Penalty: 5617.973633
	Iteration 43Q: 3 clusters Score -1.107574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -11075730.000000 Penalty: 5617.973633
	Iteration 44Q: 3 clusters Score -1.107573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -11075726.000000 Penalty: 5617.973633
	Iteration 45Q: 3 clusters Score -1.107573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -11075720.000000 Penalty: 5617.973633
	Iteration 46Q: 3 clusters Score -1.107572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -11075713.000000 Penalty: 5617.973633
	Iteration 47Q: 3 clusters Score -1.107571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -11075715.000000 Penalty: 5617.973633
	Iteration 48Q: 3 clusters Score -1.107572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -11075708.000000 Penalty: 5617.973633
	Iteration 49Q: 3 clusters Score -1.107571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -11075713.000000 Penalty: 5617.973633
	Iteration 50Q: 3 clusters Score -1.107571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -11075705.000000 Penalty: 5617.973633
	Iteration 51Q: 3 clusters Score -1.10757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -11075696.000000 Penalty: 5617.973633
	Iteration 52Q: 3 clusters Score -1.10757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -11075714.000000 Penalty: 5617.973633
	Iteration 53Q: 3 clusters Score -1.107571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -11075703.000000 Penalty: 5617.973633
	Iteration 54Q: 3 clusters Score -1.10757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -11075706.000000 Penalty: 5617.973633
	Iteration 55Q: 3 clusters Score -1.107571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -11075704.000000 Penalty: 5617.973633
	Iteration 56Q: 3 clusters Score -1.10757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -11075707.000000 Penalty: 5617.973633
	Iteration 57Q: 3 clusters Score -1.107571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -11075703.000000 Penalty: 5617.973633
	Iteration 58Q: 3 clusters Score -1.10757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -11075703.000000 Penalty: 5617.973633
	Iteration 59F: 3 clusters Score -1.10757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220294 members 
Entering Unmasked Estep 
Score: -29209706.000000 Penalty: 3051.074219
	Iteration 0F: 2 clusters Score -2.920971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110119 members 
Mstep: Class 2 contains 110175 members 
Entering Unmasked Estep 
Score: -29072490.000000 Penalty: 6102.148438
	Iteration 0F: 3 clusters Score -2.907249e+07 nChanged 105906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110439 members 
Mstep: Class 2 contains 109855 members 
Entering Unmasked Estep 
Score: -29135104.000000 Penalty: 6102.148438
	Iteration 1F: 3 clusters Score -2.91351e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -29136114.000000 Penalty: 6102.148438
	Iteration 2Q: 3 clusters Score -2.913611e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110590 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -29137410.000000 Penalty: 6102.148438
	Iteration 3Q: 3 clusters Score -2.913741e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110759 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -29138568.000000 Penalty: 6102.148438
	Iteration 4Q: 3 clusters Score -2.913857e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111027 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -29140386.000000 Penalty: 6102.148438
	Iteration 5Q: 3 clusters Score -2.914039e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111325 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -29142510.000000 Penalty: 6102.148438
	Iteration 6Q: 3 clusters Score -2.914251e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111806 members 
Mstep: Class 2 contains 108488 members 
Entering Unmasked Estep 
Score: -29145832.000000 Penalty: 6102.148438
	Iteration 7Q: 3 clusters Score -2.914583e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 108073 members 
Entering Unmasked Estep 
Score: -29151250.000000 Penalty: 6102.148438
	Iteration 8Q: 3 clusters Score -2.915125e+07 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112402 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -29159650.000000 Penalty: 6102.148438
	Iteration 9F: 3 clusters Score -2.915965e+07 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -29169450.000000 Penalty: 6102.148438
	Iteration 10F: 3 clusters Score -2.916945e+07 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111487 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -29177254.000000 Penalty: 6102.148438
	Iteration 11F: 3 clusters Score -2.917725e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -29180256.000000 Penalty: 6102.148438
	Iteration 12Q: 3 clusters Score -2.918026e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110303 members 
Mstep: Class 2 contains 109991 members 
Entering Unmasked Estep 
Score: -29181326.000000 Penalty: 6102.148438
	Iteration 13Q: 3 clusters Score -2.918133e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
Score: -29181958.000000 Penalty: 6102.148438
	Iteration 14Q: 3 clusters Score -2.918196e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109891 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -29182352.000000 Penalty: 6102.148438
	Iteration 15Q: 3 clusters Score -2.918235e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -29182536.000000 Penalty: 6102.148438
	Iteration 16Q: 3 clusters Score -2.918254e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 110224 members 
Entering Unmasked Estep 
Score: -29182686.000000 Penalty: 6102.148438
	Iteration 17Q: 3 clusters Score -2.918269e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110278 members 
Mstep: Class 2 contains 110016 members 
Entering Unmasked Estep 
Score: -29182894.000000 Penalty: 6102.148438
	Iteration 18Q: 3 clusters Score -2.918289e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110533 members 
Mstep: Class 2 contains 109761 members 
Entering Unmasked Estep 
Score: -29183160.000000 Penalty: 6102.148438
	Iteration 19Q: 3 clusters Score -2.918316e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110894 members 
Mstep: Class 2 contains 109400 members 
Entering Unmasked Estep 
Score: -29183348.000000 Penalty: 6102.148438
	Iteration 20F: 3 clusters Score -2.918335e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111435 members 
Mstep: Class 2 contains 108859 members 
Entering Unmasked Estep 
Score: -29183566.000000 Penalty: 6102.148438
	Iteration 21Q: 3 clusters Score -2.918357e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112100 members 
Mstep: Class 2 contains 108194 members 
Entering Unmasked Estep 
Score: -29183836.000000 Penalty: 6102.148438
	Iteration 22Q: 3 clusters Score -2.918384e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112899 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -29184058.000000 Penalty: 6102.148438
	Iteration 23Q: 3 clusters Score -2.918406e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113855 members 
Mstep: Class 2 contains 106439 members 
Entering Unmasked Estep 
Score: -29184392.000000 Penalty: 6102.148438
	Iteration 24Q: 3 clusters Score -2.918439e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -29184784.000000 Penalty: 6102.148438
	Iteration 25Q: 3 clusters Score -2.918478e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116048 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -29185076.000000 Penalty: 6102.148438
	Iteration 26Q: 3 clusters Score -2.918508e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117431 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -29185492.000000 Penalty: 6102.148438
	Iteration 27Q: 3 clusters Score -2.918549e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -29185936.000000 Penalty: 6102.148438
	Iteration 28Q: 3 clusters Score -2.918594e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120625 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -29186518.000000 Penalty: 6102.148438
	Iteration 29Q: 3 clusters Score -2.918652e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -29187240.000000 Penalty: 6102.148438
	Iteration 30Q: 3 clusters Score -2.918724e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -29187984.000000 Penalty: 6102.148438
	Iteration 31Q: 3 clusters Score -2.918798e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126839 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -29188710.000000 Penalty: 6102.148438
	Iteration 32Q: 3 clusters Score -2.918871e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129192 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -29189774.000000 Penalty: 6102.148438
	Iteration 33Q: 3 clusters Score -2.918977e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131792 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -29190744.000000 Penalty: 6102.148438
	Iteration 34Q: 3 clusters Score -2.919074e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134502 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -29191578.000000 Penalty: 6102.148438
	Iteration 35Q: 3 clusters Score -2.919158e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137271 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -29192576.000000 Penalty: 6102.148438
	Iteration 36Q: 3 clusters Score -2.919258e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140205 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -29193646.000000 Penalty: 6102.148438
	Iteration 37Q: 3 clusters Score -2.919365e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143150 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -29194572.000000 Penalty: 6102.148438
	Iteration 38Q: 3 clusters Score -2.919457e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146172 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -29195532.000000 Penalty: 6102.148438
	Iteration 39Q: 3 clusters Score -2.919553e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -29196636.000000 Penalty: 6102.148438
	Iteration 40F: 3 clusters Score -2.919664e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152495 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -29197456.000000 Penalty: 6102.148438
	Iteration 41Q: 3 clusters Score -2.919746e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -29198454.000000 Penalty: 6102.148438
	Iteration 42Q: 3 clusters Score -2.919845e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -29199422.000000 Penalty: 6102.148438
	Iteration 43Q: 3 clusters Score -2.919942e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162744 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -29200098.000000 Penalty: 6102.148438
	Iteration 44Q: 3 clusters Score -2.92001e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166278 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -29201228.000000 Penalty: 6102.148438
	Iteration 45Q: 3 clusters Score -2.920123e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169924 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -29202442.000000 Penalty: 6102.148438
	Iteration 46Q: 3 clusters Score -2.920244e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -29203234.000000 Penalty: 6102.148438
	Iteration 47Q: 3 clusters Score -2.920323e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176897 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -29203968.000000 Penalty: 6102.148438
	Iteration 48Q: 3 clusters Score -2.920397e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180285 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -29204888.000000 Penalty: 6102.148438
	Iteration 49Q: 3 clusters Score -2.920489e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183657 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -29205566.000000 Penalty: 6102.148438
	Iteration 50Q: 3 clusters Score -2.920557e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187037 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -29206332.000000 Penalty: 6102.148438
	Iteration 51Q: 3 clusters Score -2.920633e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190263 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -29207116.000000 Penalty: 6102.148438
	Iteration 52Q: 3 clusters Score -2.920712e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193331 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -29207718.000000 Penalty: 6102.148438
	Iteration 53Q: 3 clusters Score -2.920772e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196166 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -29208178.000000 Penalty: 6102.148438
	Iteration 54Q: 3 clusters Score -2.920818e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198680 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -29208398.000000 Penalty: 6102.148438
	Iteration 55Q: 3 clusters Score -2.92084e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200812 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -29208714.000000 Penalty: 6102.148438
	Iteration 56Q: 3 clusters Score -2.920871e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202716 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -29208904.000000 Penalty: 6102.148438
	Iteration 57Q: 3 clusters Score -2.92089e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204340 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -29208956.000000 Penalty: 6102.148438
	Iteration 58Q: 3 clusters Score -2.920896e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205718 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -29208930.000000 Penalty: 6102.148438
	Iteration 59Q: 3 clusters Score -2.920893e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206881 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -29209212.000000 Penalty: 6102.148438
	Iteration 60F: 3 clusters Score -2.920921e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208384 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -29209358.000000 Penalty: 6102.148438
	Iteration 61Q: 3 clusters Score -2.920936e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209689 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -29209218.000000 Penalty: 6102.148438
	Iteration 62Q: 3 clusters Score -2.920922e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210786 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -29209216.000000 Penalty: 6102.148438
	Iteration 63Q: 3 clusters Score -2.920922e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211758 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -29209118.000000 Penalty: 6102.148438
	Iteration 64Q: 3 clusters Score -2.920912e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212573 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -29209156.000000 Penalty: 6102.148438
	Iteration 65Q: 3 clusters Score -2.920916e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213290 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -29209052.000000 Penalty: 6102.148438
	Iteration 66Q: 3 clusters Score -2.920905e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213891 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -29208980.000000 Penalty: 6102.148438
	Iteration 67Q: 3 clusters Score -2.920898e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214441 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -29208986.000000 Penalty: 6102.148438
	Iteration 68Q: 3 clusters Score -2.920899e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214947 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -29208912.000000 Penalty: 6102.148438
	Iteration 69Q: 3 clusters Score -2.920891e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215352 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -29208832.000000 Penalty: 6102.148438
	Iteration 70Q: 3 clusters Score -2.920883e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215727 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -29208722.000000 Penalty: 6102.148438
	Iteration 71Q: 3 clusters Score -2.920872e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216079 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -29208598.000000 Penalty: 6102.148438
	Iteration 72Q: 3 clusters Score -2.92086e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216396 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -29208584.000000 Penalty: 6102.148438
	Iteration 73Q: 3 clusters Score -2.920858e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216684 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -29208562.000000 Penalty: 6102.148438
	Iteration 74Q: 3 clusters Score -2.920856e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216961 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -29208494.000000 Penalty: 6102.148438
	Iteration 75Q: 3 clusters Score -2.920849e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217184 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -29208502.000000 Penalty: 6102.148438
	Iteration 76Q: 3 clusters Score -2.92085e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217394 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -29208460.000000 Penalty: 6102.148438
	Iteration 77Q: 3 clusters Score -2.920846e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217581 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -29208402.000000 Penalty: 6102.148438
	Iteration 78Q: 3 clusters Score -2.92084e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217750 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -29208352.000000 Penalty: 6102.148438
	Iteration 79Q: 3 clusters Score -2.920835e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217896 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -29208346.000000 Penalty: 6102.148438
	Iteration 80F: 3 clusters Score -2.920835e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218041 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -29208276.000000 Penalty: 6102.148438
	Iteration 81Q: 3 clusters Score -2.920828e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218169 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -29208260.000000 Penalty: 6102.148438
	Iteration 82Q: 3 clusters Score -2.920826e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218270 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -29208158.000000 Penalty: 6102.148438
	Iteration 83Q: 3 clusters Score -2.920816e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218348 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -29208130.000000 Penalty: 6102.148438
	Iteration 84Q: 3 clusters Score -2.920813e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218425 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -29208084.000000 Penalty: 6102.148438
	Iteration 85Q: 3 clusters Score -2.920808e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218498 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -29208042.000000 Penalty: 6102.148438
	Iteration 86Q: 3 clusters Score -2.920804e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218561 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -29208040.000000 Penalty: 6102.148438
	Iteration 87Q: 3 clusters Score -2.920804e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218616 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -29208008.000000 Penalty: 6102.148438
	Iteration 88Q: 3 clusters Score -2.920801e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218674 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -29208052.000000 Penalty: 6102.148438
	Iteration 89Q: 3 clusters Score -2.920805e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218720 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -29208028.000000 Penalty: 6102.148438
	Iteration 90Q: 3 clusters Score -2.920803e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218766 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -29207994.000000 Penalty: 6102.148438
	Iteration 91Q: 3 clusters Score -2.920799e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218818 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -29207996.000000 Penalty: 6102.148438
	Iteration 92Q: 3 clusters Score -2.9208e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218873 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -29207994.000000 Penalty: 6102.148438
	Iteration 93Q: 3 clusters Score -2.920799e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218916 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -29207982.000000 Penalty: 6102.148438
	Iteration 94Q: 3 clusters Score -2.920798e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218949 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -29207978.000000 Penalty: 6102.148438
	Iteration 95Q: 3 clusters Score -2.920798e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218985 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -29207944.000000 Penalty: 6102.148438
	Iteration 96Q: 3 clusters Score -2.920794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219014 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -29207964.000000 Penalty: 6102.148438
	Iteration 97Q: 3 clusters Score -2.920796e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219049 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -29207938.000000 Penalty: 6102.148438
	Iteration 98Q: 3 clusters Score -2.920794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219081 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -29207944.000000 Penalty: 6102.148438
	Iteration 99Q: 3 clusters Score -2.920794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219103 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -29207918.000000 Penalty: 6102.148438
	Iteration 100F: 3 clusters Score -2.920792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219122 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -29207884.000000 Penalty: 6102.148438
	Iteration 101Q: 3 clusters Score -2.920788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219133 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -29207888.000000 Penalty: 6102.148438
	Iteration 102Q: 3 clusters Score -2.920789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219152 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -29207890.000000 Penalty: 6102.148438
	Iteration 103Q: 3 clusters Score -2.920789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219177 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -29207896.000000 Penalty: 6102.148438
	Iteration 104Q: 3 clusters Score -2.92079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219191 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -29207880.000000 Penalty: 6102.148438
	Iteration 105Q: 3 clusters Score -2.920788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219204 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -29207880.000000 Penalty: 6102.148438
	Iteration 106Q: 3 clusters Score -2.920788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219218 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -29207874.000000 Penalty: 6102.148438
	Iteration 107Q: 3 clusters Score -2.920787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219225 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -29207868.000000 Penalty: 6102.148438
	Iteration 108Q: 3 clusters Score -2.920787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219230 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -29207880.000000 Penalty: 6102.148438
	Iteration 109Q: 3 clusters Score -2.920788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219239 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -29207902.000000 Penalty: 6102.148438
	Iteration 110Q: 3 clusters Score -2.92079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219248 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -29207900.000000 Penalty: 6102.148438
	Iteration 111Q: 3 clusters Score -2.92079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219257 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -29207904.000000 Penalty: 6102.148438
	Iteration 112Q: 3 clusters Score -2.92079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219258 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -29207900.000000 Penalty: 6102.148438
	Iteration 113Q: 3 clusters Score -2.92079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219261 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -29207894.000000 Penalty: 6102.148438
	Iteration 114Q: 3 clusters Score -2.920789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219262 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -29207884.000000 Penalty: 6102.148438
	Iteration 115Q: 3 clusters Score -2.920788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219263 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -29207892.000000 Penalty: 6102.148438
	Iteration 116Q: 3 clusters Score -2.920789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219263 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -29207892.000000 Penalty: 6102.148438
	Iteration 117F: 3 clusters Score -2.920789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56816.484375 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56816.48 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57151.664062 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -57151.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57385.492188 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -57385.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57679.515625 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -57679.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58088.589844 Penalty: 3090.318848
	Iteration 4F: 3 clusters Score -58088.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58402.492188 Penalty: 3090.318848
	Iteration 5F: 3 clusters Score -58402.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58865.082031 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -58865.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58906.355469 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -58906.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58924.808594 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -58924.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -58957.593750 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -58957.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58964.414062 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -58964.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58964.414062 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -58964.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82997 members 
Mstep: Class 4 contains 220294 members 
Mstep: Class 5 contains 153 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54539 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161543 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Mstep: Class 31 contains 355 members 
Entering Unmasked Estep 
Score: -133249192.000000 Penalty: 106424.484375
Splitting cluster 5 changes total score from -133250544.000000 to -133249192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -376722.750000 Penalty: 1979.554565
	Iteration 0F: 2 clusters Score -376722.8 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 1450 members 
Entering Unmasked Estep 
Score: -373536.500000 Penalty: 3959.109131
	Iteration 0F: 3 clusters Score -373536.5 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -374312.625000 Penalty: 3959.109131
	Iteration 1F: 3 clusters Score -374312.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -374588.968750 Penalty: 3959.109131
	Iteration 2F: 3 clusters Score -374589 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -374827.281250 Penalty: 3959.109131
	Iteration 3F: 3 clusters Score -374827.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -375036.531250 Penalty: 3959.109131
	Iteration 4F: 3 clusters Score -375036.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -375201.593750 Penalty: 3959.109131
	Iteration 5Q: 3 clusters Score -375201.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -375336.406250 Penalty: 3959.109131
	Iteration 6Q: 3 clusters Score -375336.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -375522.718750 Penalty: 3959.109131
	Iteration 7Q: 3 clusters Score -375522.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -375669.843750 Penalty: 3959.109131
	Iteration 8Q: 3 clusters Score -375669.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -375782.656250 Penalty: 3959.109131
	Iteration 9Q: 3 clusters Score -375782.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -375862.718750 Penalty: 3959.109131
	Iteration 10Q: 3 clusters Score -375862.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -375917.281250 Penalty: 3959.109131
	Iteration 11Q: 3 clusters Score -375917.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -375951.062500 Penalty: 3959.109131
	Iteration 12Q: 3 clusters Score -375951.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -375970.968750 Penalty: 3959.109131
	Iteration 13Q: 3 clusters Score -375971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -375984.468750 Penalty: 3959.109131
	Iteration 14Q: 3 clusters Score -375984.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -375993.000000 Penalty: 3959.109131
	Iteration 15Q: 3 clusters Score -375993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -375999.000000 Penalty: 3959.109131
	Iteration 16Q: 3 clusters Score -375999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -376004.843750 Penalty: 3959.109131
	Iteration 17Q: 3 clusters Score -376004.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -376011.000000 Penalty: 3959.109131
	Iteration 18Q: 3 clusters Score -376011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -376018.687500 Penalty: 3959.109131
	Iteration 19Q: 3 clusters Score -376018.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -376025.187500 Penalty: 3959.109131
	Iteration 20F: 3 clusters Score -376025.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -376032.593750 Penalty: 3959.109131
	Iteration 21Q: 3 clusters Score -376032.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -376041.062500 Penalty: 3959.109131
	Iteration 22Q: 3 clusters Score -376041.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -376045.531250 Penalty: 3959.109131
	Iteration 23Q: 3 clusters Score -376045.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -376054.562500 Penalty: 3959.109131
	Iteration 24Q: 3 clusters Score -376054.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -376066.562500 Penalty: 3959.109131
	Iteration 25Q: 3 clusters Score -376066.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -376074.718750 Penalty: 3959.109131
	Iteration 26Q: 3 clusters Score -376074.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -376080.875000 Penalty: 3959.109131
	Iteration 27Q: 3 clusters Score -376080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -376087.468750 Penalty: 3959.109131
	Iteration 28Q: 3 clusters Score -376087.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -376093.781250 Penalty: 3959.109131
	Iteration 29Q: 3 clusters Score -376093.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -376097.656250 Penalty: 3959.109131
	Iteration 30Q: 3 clusters Score -376097.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -376103.812500 Penalty: 3959.109131
	Iteration 31Q: 3 clusters Score -376103.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -376108.468750 Penalty: 3959.109131
	Iteration 32Q: 3 clusters Score -376108.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -376115.562500 Penalty: 3959.109131
	Iteration 33Q: 3 clusters Score -376115.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -376122.062500 Penalty: 3959.109131
	Iteration 34Q: 3 clusters Score -376122.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -376134.000000 Penalty: 3959.109131
	Iteration 35Q: 3 clusters Score -376134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -376142.312500 Penalty: 3959.109131
	Iteration 36Q: 3 clusters Score -376142.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -376153.468750 Penalty: 3959.109131
	Iteration 37Q: 3 clusters Score -376153.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -376167.625000 Penalty: 3959.109131
	Iteration 38Q: 3 clusters Score -376167.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -376183.468750 Penalty: 3959.109131
	Iteration 39Q: 3 clusters Score -376183.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -376198.875000 Penalty: 3959.109131
	Iteration 40F: 3 clusters Score -376198.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -376224.093750 Penalty: 3959.109131
	Iteration 41Q: 3 clusters Score -376224.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -376258.031250 Penalty: 3959.109131
	Iteration 42Q: 3 clusters Score -376258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -376301.843750 Penalty: 3959.109131
	Iteration 43Q: 3 clusters Score -376301.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -376351.125000 Penalty: 3959.109131
	Iteration 44Q: 3 clusters Score -376351.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -376412.031250 Penalty: 3959.109131
	Iteration 45Q: 3 clusters Score -376412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -376463.875000 Penalty: 3959.109131
	Iteration 46Q: 3 clusters Score -376463.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -376493.375000 Penalty: 3959.109131
	Iteration 47Q: 3 clusters Score -376493.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -376505.593750 Penalty: 3959.109131
	Iteration 48Q: 3 clusters Score -376505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -376511.187500 Penalty: 3959.109131
	Iteration 49Q: 3 clusters Score -376511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -376513.875000 Penalty: 3959.109131
	Iteration 50Q: 3 clusters Score -376513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -376515.750000 Penalty: 3959.109131
	Iteration 51Q: 3 clusters Score -376515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -376517.125000 Penalty: 3959.109131
	Iteration 52Q: 3 clusters Score -376517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -376517.812500 Penalty: 3959.109131
	Iteration 53Q: 3 clusters Score -376517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -376518.375000 Penalty: 3959.109131
	Iteration 54Q: 3 clusters Score -376518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -376520.937500 Penalty: 3959.109131
	Iteration 55Q: 3 clusters Score -376520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -376525.531250 Penalty: 3959.109131
	Iteration 56Q: 3 clusters Score -376525.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -376535.312500 Penalty: 3959.109131
	Iteration 57Q: 3 clusters Score -376535.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -376540.781250 Penalty: 3959.109131
	Iteration 58Q: 3 clusters Score -376540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -376544.843750 Penalty: 3959.109131
	Iteration 59Q: 3 clusters Score -376544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -376550.687500 Penalty: 3959.109131
	Iteration 60F: 3 clusters Score -376550.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -376554.843750 Penalty: 3959.109131
	Iteration 61Q: 3 clusters Score -376554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -376555.468750 Penalty: 3959.109131
	Iteration 62Q: 3 clusters Score -376555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -376557.937500 Penalty: 3959.109131
	Iteration 63Q: 3 clusters Score -376557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -376558.375000 Penalty: 3959.109131
	Iteration 64Q: 3 clusters Score -376558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -376559.593750 Penalty: 3959.109131
	Iteration 65Q: 3 clusters Score -376559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -376559.593750 Penalty: 3959.109131
	Iteration 66F: 3 clusters Score -376559.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -40917.453125 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -40917.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39666.035156 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -39666.04 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40464.476562 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -40464.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40908.015625 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -40908.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41049.953125 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -41049.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41103.933594 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -41103.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41115.312500 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -41115.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41122.500000 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -41122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41122.500000 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -41122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82997 members 
Mstep: Class 4 contains 220294 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54539 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161543 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Mstep: Class 31 contains 169 members 
Entering Unmasked Estep 
Score: -133248624.000000 Penalty: 106424.484375
Splitting cluster 7 changes total score from -133250544.000000 to -133248624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -185026.718750 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -185026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -182772.203125 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -182772.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -183151.890625 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -183151.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -183263.859375 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -183263.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -183310.437500 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -183310.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -183335.187500 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -183335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -183346.875000 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -183346.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -183362.828125 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -183362.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -183376.390625 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -183376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -183382.640625 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -183382.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -183391.234375 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -183391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183398.187500 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -183398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183400.703125 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -183400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183405.781250 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -183405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -183408.984375 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -183409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -183411.375000 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -183411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183411.953125 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -183412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -183413.281250 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -183413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -183414.171875 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -183414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -183417.062500 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -183417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -183419.640625 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -183419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -183421.187500 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -183421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -183422.109375 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -183422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -183423.031250 Penalty: 3605.729736
	Iteration 22Q: 3 clusters Score -183423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183424.218750 Penalty: 3605.729736
	Iteration 23Q: 3 clusters Score -183424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183425.937500 Penalty: 3605.729736
	Iteration 24Q: 3 clusters Score -183425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183427.125000 Penalty: 3605.729736
	Iteration 25Q: 3 clusters Score -183427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183427.125000 Penalty: 3605.729736
	Iteration 26F: 3 clusters Score -183427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -403358.187500 Penalty: 2024.798706
	Iteration 0F: 2 clusters Score -403358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -399739.062500 Penalty: 4049.597412
	Iteration 0F: 3 clusters Score -399739.1 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -400573.375000 Penalty: 4049.597412
	Iteration 1F: 3 clusters Score -400573.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -400765.312500 Penalty: 4049.597412
	Iteration 2F: 3 clusters Score -400765.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -400850.156250 Penalty: 4049.597412
	Iteration 3Q: 3 clusters Score -400850.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -400906.000000 Penalty: 4049.597412
	Iteration 4Q: 3 clusters Score -400906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -400958.843750 Penalty: 4049.597412
	Iteration 5Q: 3 clusters Score -400958.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -400997.343750 Penalty: 4049.597412
	Iteration 6Q: 3 clusters Score -400997.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -401024.687500 Penalty: 4049.597412
	Iteration 7Q: 3 clusters Score -401024.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -401049.906250 Penalty: 4049.597412
	Iteration 8Q: 3 clusters Score -401049.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -401068.500000 Penalty: 4049.597412
	Iteration 9Q: 3 clusters Score -401068.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -401081.500000 Penalty: 4049.597412
	Iteration 10Q: 3 clusters Score -401081.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -401090.187500 Penalty: 4049.597412
	Iteration 11Q: 3 clusters Score -401090.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -401098.875000 Penalty: 4049.597412
	Iteration 12Q: 3 clusters Score -401098.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -401104.250000 Penalty: 4049.597412
	Iteration 13Q: 3 clusters Score -401104.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -401111.156250 Penalty: 4049.597412
	Iteration 14Q: 3 clusters Score -401111.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -401116.531250 Penalty: 4049.597412
	Iteration 15Q: 3 clusters Score -401116.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -401124.406250 Penalty: 4049.597412
	Iteration 16Q: 3 clusters Score -401124.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -401130.468750 Penalty: 4049.597412
	Iteration 17Q: 3 clusters Score -401130.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -401135.343750 Penalty: 4049.597412
	Iteration 18Q: 3 clusters Score -401135.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -401138.656250 Penalty: 4049.597412
	Iteration 19Q: 3 clusters Score -401138.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -401142.312500 Penalty: 4049.597412
	Iteration 20F: 3 clusters Score -401142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -401145.093750 Penalty: 4049.597412
	Iteration 21Q: 3 clusters Score -401145.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -401148.000000 Penalty: 4049.597412
	Iteration 22Q: 3 clusters Score -401148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -401152.187500 Penalty: 4049.597412
	Iteration 23Q: 3 clusters Score -401152.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -401153.687500 Penalty: 4049.597412
	Iteration 24Q: 3 clusters Score -401153.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -401153.812500 Penalty: 4049.597412
	Iteration 25Q: 3 clusters Score -401153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -401155.218750 Penalty: 4049.597412
	Iteration 26Q: 3 clusters Score -401155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -401158.031250 Penalty: 4049.597412
	Iteration 27Q: 3 clusters Score -401158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -401159.875000 Penalty: 4049.597412
	Iteration 28Q: 3 clusters Score -401159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -401162.218750 Penalty: 4049.597412
	Iteration 29Q: 3 clusters Score -401162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -401163.750000 Penalty: 4049.597412
	Iteration 30Q: 3 clusters Score -401163.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -401166.125000 Penalty: 4049.597412
	Iteration 31Q: 3 clusters Score -401166.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -401169.625000 Penalty: 4049.597412
	Iteration 32Q: 3 clusters Score -401169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -401170.312500 Penalty: 4049.597412
	Iteration 33Q: 3 clusters Score -401170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -401171.937500 Penalty: 4049.597412
	Iteration 34Q: 3 clusters Score -401171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -401173.500000 Penalty: 4049.597412
	Iteration 35Q: 3 clusters Score -401173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -401174.406250 Penalty: 4049.597412
	Iteration 36Q: 3 clusters Score -401174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -401174.000000 Penalty: 4049.597412
	Iteration 37Q: 3 clusters Score -401174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -401174.000000 Penalty: 4049.597412
	Iteration 38F: 3 clusters Score -401174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Entering Unmasked Estep 
Score: -5181052.500000 Penalty: 2627.338379
	Iteration 0F: 2 clusters Score -5181052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5153931.000000 Penalty: 5254.676758
	Iteration 0F: 3 clusters Score -5153931 nChanged 18331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5163993.000000 Penalty: 5254.676758
	Iteration 1F: 3 clusters Score -5163993 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5164575.000000 Penalty: 5254.676758
	Iteration 2Q: 3 clusters Score -5164575 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5165249.000000 Penalty: 5254.676758
	Iteration 3Q: 3 clusters Score -5165249 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5166048.500000 Penalty: 5254.676758
	Iteration 4Q: 3 clusters Score -5166048 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -5167289.000000 Penalty: 5254.676758
	Iteration 5F: 3 clusters Score -5167289 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5168852.500000 Penalty: 5254.676758
	Iteration 6F: 3 clusters Score -5168852 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -5170465.000000 Penalty: 5254.676758
	Iteration 7F: 3 clusters Score -5170465 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -5171938.500000 Penalty: 5254.676758
	Iteration 8F: 3 clusters Score -5171938 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -5173040.000000 Penalty: 5254.676758
	Iteration 9Q: 3 clusters Score -5173040 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -5173849.000000 Penalty: 5254.676758
	Iteration 10Q: 3 clusters Score -5173849 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -5174423.500000 Penalty: 5254.676758
	Iteration 11Q: 3 clusters Score -5174424 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -5174941.000000 Penalty: 5254.676758
	Iteration 12Q: 3 clusters Score -5174941 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -5175541.500000 Penalty: 5254.676758
	Iteration 13Q: 3 clusters Score -5175542 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -5176214.500000 Penalty: 5254.676758
	Iteration 14Q: 3 clusters Score -5176214 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -5177015.500000 Penalty: 5254.676758
	Iteration 15Q: 3 clusters Score -5177016 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -5177760.000000 Penalty: 5254.676758
	Iteration 16Q: 3 clusters Score -5177760 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5178251.000000 Penalty: 5254.676758
	Iteration 17Q: 3 clusters Score -5178251 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5178490.000000 Penalty: 5254.676758
	Iteration 18Q: 3 clusters Score -5178490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5178635.500000 Penalty: 5254.676758
	Iteration 19Q: 3 clusters Score -5178636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -5178745.500000 Penalty: 5254.676758
	Iteration 20F: 3 clusters Score -5178746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5178834.500000 Penalty: 5254.676758
	Iteration 21Q: 3 clusters Score -5178834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -5178886.000000 Penalty: 5254.676758
	Iteration 22Q: 3 clusters Score -5178886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -5178931.500000 Penalty: 5254.676758
	Iteration 23Q: 3 clusters Score -5178932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -5178967.500000 Penalty: 5254.676758
	Iteration 24Q: 3 clusters Score -5178968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -5178981.500000 Penalty: 5254.676758
	Iteration 25Q: 3 clusters Score -5178982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5178981.000000 Penalty: 5254.676758
	Iteration 26Q: 3 clusters Score -5178981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -5178983.500000 Penalty: 5254.676758
	Iteration 27Q: 3 clusters Score -5178984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5178993.000000 Penalty: 5254.676758
	Iteration 28Q: 3 clusters Score -5178993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -5178998.500000 Penalty: 5254.676758
	Iteration 29Q: 3 clusters Score -5178998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -5178999.000000 Penalty: 5254.676758
	Iteration 30Q: 3 clusters Score -5178999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -5179004.000000 Penalty: 5254.676758
	Iteration 31Q: 3 clusters Score -5179004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5179004.000000 Penalty: 5254.676758
	Iteration 32Q: 3 clusters Score -5179004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5179003.000000 Penalty: 5254.676758
	Iteration 33Q: 3 clusters Score -5179003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5179006.000000 Penalty: 5254.676758
	Iteration 34Q: 3 clusters Score -5179006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5179006.000000 Penalty: 5254.676758
	Iteration 35F: 3 clusters Score -5179006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -393900.937500 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -393900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -390604.531250 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -390604.5 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -391364.593750 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -391364.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -391688.187500 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -391688.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -392094.937500 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -392094.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -392660.562500 Penalty: 3993.307129
	Iteration 4F: 3 clusters Score -392660.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -393279.000000 Penalty: 3993.307129
	Iteration 5F: 3 clusters Score -393279 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -393855.218750 Penalty: 3993.307129
	Iteration 6F: 3 clusters Score -393855.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -394172.781250 Penalty: 3993.307129
	Iteration 7F: 3 clusters Score -394172.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -394276.906250 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -394276.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -394303.593750 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -394303.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -394311.000000 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -394311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -394314.500000 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -394314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -394316.437500 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -394316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -394316.750000 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -394316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -394317.687500 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -394317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -394317.687500 Penalty: 3993.307129
	Iteration 15F: 3 clusters Score -394317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82997 members 
Mstep: Class 4 contains 220294 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54539 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161543 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
Score: -133249520.000000 Penalty: 106424.484375
Splitting cluster 11 changes total score from -133250544.000000 to -133249520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -92156.437500 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -92156.44 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 341 members 
Entering Unmasked Estep 
Score: -90435.296875 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -90435.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90634.617188 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -90634.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90681.875000 Penalty: 3261.237549
	Iteration 2Q: 3 clusters Score -90681.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90695.351562 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -90695.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90702.960938 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -90702.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90713.039062 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -90713.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90720.593750 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -90720.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90720.593750 Penalty: 3261.237549
	Iteration 7F: 3 clusters Score -90720.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -864300.875000 Penalty: 2172.203125
	Iteration 0F: 2 clusters Score -864300.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -858952.375000 Penalty: 4344.406250
	Iteration 0F: 3 clusters Score -858952.4 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -860304.250000 Penalty: 4344.406250
	Iteration 1F: 3 clusters Score -860304.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -860510.187500 Penalty: 4344.406250
	Iteration 2F: 3 clusters Score -860510.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -860638.812500 Penalty: 4344.406250
	Iteration 3Q: 3 clusters Score -860638.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -860713.500000 Penalty: 4344.406250
	Iteration 4Q: 3 clusters Score -860713.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -860768.875000 Penalty: 4344.406250
	Iteration 5Q: 3 clusters Score -860768.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -860805.250000 Penalty: 4344.406250
	Iteration 6Q: 3 clusters Score -860805.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -860833.312500 Penalty: 4344.406250
	Iteration 7Q: 3 clusters Score -860833.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -860857.937500 Penalty: 4344.406250
	Iteration 8Q: 3 clusters Score -860857.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -860877.250000 Penalty: 4344.406250
	Iteration 9Q: 3 clusters Score -860877.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -860896.750000 Penalty: 4344.406250
	Iteration 10Q: 3 clusters Score -860896.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -860906.937500 Penalty: 4344.406250
	Iteration 11Q: 3 clusters Score -860906.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -860920.250000 Penalty: 4344.406250
	Iteration 12Q: 3 clusters Score -860920.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -860930.812500 Penalty: 4344.406250
	Iteration 13Q: 3 clusters Score -860930.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -860936.875000 Penalty: 4344.406250
	Iteration 14Q: 3 clusters Score -860936.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -860947.562500 Penalty: 4344.406250
	Iteration 15Q: 3 clusters Score -860947.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -860955.312500 Penalty: 4344.406250
	Iteration 16Q: 3 clusters Score -860955.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -860963.750000 Penalty: 4344.406250
	Iteration 17Q: 3 clusters Score -860963.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -860971.437500 Penalty: 4344.406250
	Iteration 18Q: 3 clusters Score -860971.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -860978.812500 Penalty: 4344.406250
	Iteration 19Q: 3 clusters Score -860978.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -860987.500000 Penalty: 4344.406250
	Iteration 20F: 3 clusters Score -860987.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -860996.312500 Penalty: 4344.406250
	Iteration 21Q: 3 clusters Score -860996.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -861004.562500 Penalty: 4344.406250
	Iteration 22Q: 3 clusters Score -861004.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -861009.750000 Penalty: 4344.406250
	Iteration 23Q: 3 clusters Score -861009.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -861017.000000 Penalty: 4344.406250
	Iteration 24Q: 3 clusters Score -861017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -861023.500000 Penalty: 4344.406250
	Iteration 25Q: 3 clusters Score -861023.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -861026.625000 Penalty: 4344.406250
	Iteration 26Q: 3 clusters Score -861026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -861033.375000 Penalty: 4344.406250
	Iteration 27Q: 3 clusters Score -861033.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -861043.062500 Penalty: 4344.406250
	Iteration 28Q: 3 clusters Score -861043.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -861052.250000 Penalty: 4344.406250
	Iteration 29Q: 3 clusters Score -861052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -861056.375000 Penalty: 4344.406250
	Iteration 30Q: 3 clusters Score -861056.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -861057.562500 Penalty: 4344.406250
	Iteration 31Q: 3 clusters Score -861057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -861060.187500 Penalty: 4344.406250
	Iteration 32Q: 3 clusters Score -861060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -861063.062500 Penalty: 4344.406250
	Iteration 33Q: 3 clusters Score -861063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -861066.812500 Penalty: 4344.406250
	Iteration 34Q: 3 clusters Score -861066.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -861068.375000 Penalty: 4344.406250
	Iteration 35Q: 3 clusters Score -861068.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -861070.375000 Penalty: 4344.406250
	Iteration 36Q: 3 clusters Score -861070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -861074.687500 Penalty: 4344.406250
	Iteration 37Q: 3 clusters Score -861074.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -861076.250000 Penalty: 4344.406250
	Iteration 38Q: 3 clusters Score -861076.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -861078.125000 Penalty: 4344.406250
	Iteration 39Q: 3 clusters Score -861078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -861079.125000 Penalty: 4344.406250
	Iteration 40F: 3 clusters Score -861079.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -861082.187500 Penalty: 4344.406250
	Iteration 41Q: 3 clusters Score -861082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -861087.187500 Penalty: 4344.406250
	Iteration 42Q: 3 clusters Score -861087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -861088.187500 Penalty: 4344.406250
	Iteration 43Q: 3 clusters Score -861088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -861090.187500 Penalty: 4344.406250
	Iteration 44Q: 3 clusters Score -861090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -861094.125000 Penalty: 4344.406250
	Iteration 45Q: 3 clusters Score -861094.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -861097.187500 Penalty: 4344.406250
	Iteration 46Q: 3 clusters Score -861097.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -861099.437500 Penalty: 4344.406250
	Iteration 47Q: 3 clusters Score -861099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -861101.875000 Penalty: 4344.406250
	Iteration 48Q: 3 clusters Score -861101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -861105.062500 Penalty: 4344.406250
	Iteration 49Q: 3 clusters Score -861105.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -861104.312500 Penalty: 4344.406250
	Iteration 50Q: 3 clusters Score -861104.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -861106.062500 Penalty: 4344.406250
	Iteration 51Q: 3 clusters Score -861106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -861110.312500 Penalty: 4344.406250
	Iteration 52Q: 3 clusters Score -861110.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -861113.437500 Penalty: 4344.406250
	Iteration 53Q: 3 clusters Score -861113.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -861117.625000 Penalty: 4344.406250
	Iteration 54Q: 3 clusters Score -861117.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -861127.187500 Penalty: 4344.406250
	Iteration 55Q: 3 clusters Score -861127.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -861135.812500 Penalty: 4344.406250
	Iteration 56Q: 3 clusters Score -861135.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -861143.000000 Penalty: 4344.406250
	Iteration 57Q: 3 clusters Score -861143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -861151.687500 Penalty: 4344.406250
	Iteration 58Q: 3 clusters Score -861151.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -861160.312500 Penalty: 4344.406250
	Iteration 59Q: 3 clusters Score -861160.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -861167.062500 Penalty: 4344.406250
	Iteration 60F: 3 clusters Score -861167.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -861174.687500 Penalty: 4344.406250
	Iteration 61Q: 3 clusters Score -861174.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -861182.562500 Penalty: 4344.406250
	Iteration 62Q: 3 clusters Score -861182.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -861192.562500 Penalty: 4344.406250
	Iteration 63Q: 3 clusters Score -861192.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -861204.375000 Penalty: 4344.406250
	Iteration 64Q: 3 clusters Score -861204.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -861217.500000 Penalty: 4344.406250
	Iteration 65Q: 3 clusters Score -861217.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -861232.812500 Penalty: 4344.406250
	Iteration 66Q: 3 clusters Score -861232.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -861254.875000 Penalty: 4344.406250
	Iteration 67Q: 3 clusters Score -861254.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -861279.812500 Penalty: 4344.406250
	Iteration 68Q: 3 clusters Score -861279.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -861305.562500 Penalty: 4344.406250
	Iteration 69Q: 3 clusters Score -861305.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -861335.625000 Penalty: 4344.406250
	Iteration 70Q: 3 clusters Score -861335.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -861374.937500 Penalty: 4344.406250
	Iteration 71Q: 3 clusters Score -861374.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -861423.062500 Penalty: 4344.406250
	Iteration 72Q: 3 clusters Score -861423.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -861467.812500 Penalty: 4344.406250
	Iteration 73Q: 3 clusters Score -861467.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -861520.250000 Penalty: 4344.406250
	Iteration 74Q: 3 clusters Score -861520.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -861582.437500 Penalty: 4344.406250
	Iteration 75Q: 3 clusters Score -861582.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -861659.875000 Penalty: 4344.406250
	Iteration 76Q: 3 clusters Score -861659.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -861747.312500 Penalty: 4344.406250
	Iteration 77Q: 3 clusters Score -861747.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -861834.250000 Penalty: 4344.406250
	Iteration 78Q: 3 clusters Score -861834.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -861934.000000 Penalty: 4344.406250
	Iteration 79Q: 3 clusters Score -861934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -862007.125000 Penalty: 4344.406250
	Iteration 80F: 3 clusters Score -862007.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -862066.437500 Penalty: 4344.406250
	Iteration 81Q: 3 clusters Score -862066.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -862106.500000 Penalty: 4344.406250
	Iteration 82Q: 3 clusters Score -862106.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -862158.687500 Penalty: 4344.406250
	Iteration 83Q: 3 clusters Score -862158.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -862205.437500 Penalty: 4344.406250
	Iteration 84Q: 3 clusters Score -862205.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -862238.875000 Penalty: 4344.406250
	Iteration 85Q: 3 clusters Score -862238.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -862266.812500 Penalty: 4344.406250
	Iteration 86Q: 3 clusters Score -862266.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -862289.125000 Penalty: 4344.406250
	Iteration 87Q: 3 clusters Score -862289.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -862300.375000 Penalty: 4344.406250
	Iteration 88Q: 3 clusters Score -862300.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -862312.500000 Penalty: 4344.406250
	Iteration 89Q: 3 clusters Score -862312.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -862327.500000 Penalty: 4344.406250
	Iteration 90Q: 3 clusters Score -862327.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -862337.687500 Penalty: 4344.406250
	Iteration 91Q: 3 clusters Score -862337.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -862346.312500 Penalty: 4344.406250
	Iteration 92Q: 3 clusters Score -862346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -862350.187500 Penalty: 4344.406250
	Iteration 93Q: 3 clusters Score -862350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -862360.562500 Penalty: 4344.406250
	Iteration 94Q: 3 clusters Score -862360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -862361.625000 Penalty: 4344.406250
	Iteration 95Q: 3 clusters Score -862361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -862367.875000 Penalty: 4344.406250
	Iteration 96Q: 3 clusters Score -862367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -862373.687500 Penalty: 4344.406250
	Iteration 97Q: 3 clusters Score -862373.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -862375.687500 Penalty: 4344.406250
	Iteration 98Q: 3 clusters Score -862375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -862376.437500 Penalty: 4344.406250
	Iteration 99Q: 3 clusters Score -862376.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -862376.437500 Penalty: 4344.406250
	Iteration 100F: 3 clusters Score -862376.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1390027.750000 Penalty: 2298.685303
	Iteration 0F: 2 clusters Score -1390028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1381992.500000 Penalty: 4597.370605
	Iteration 0F: 3 clusters Score -1381992 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1384181.750000 Penalty: 4597.370605
	Iteration 1F: 3 clusters Score -1384182 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1384480.375000 Penalty: 4597.370605
	Iteration 2F: 3 clusters Score -1384480 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1384699.125000 Penalty: 4597.370605
	Iteration 3F: 3 clusters Score -1384699 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1384877.375000 Penalty: 4597.370605
	Iteration 4Q: 3 clusters Score -1384877 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1385033.375000 Penalty: 4597.370605
	Iteration 5Q: 3 clusters Score -1385033 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1385189.500000 Penalty: 4597.370605
	Iteration 6Q: 3 clusters Score -1385190 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1385342.250000 Penalty: 4597.370605
	Iteration 7Q: 3 clusters Score -1385342 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1385494.375000 Penalty: 4597.370605
	Iteration 8Q: 3 clusters Score -1385494 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1385682.500000 Penalty: 4597.370605
	Iteration 9Q: 3 clusters Score -1385682 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1385896.500000 Penalty: 4597.370605
	Iteration 10Q: 3 clusters Score -1385896 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1386156.125000 Penalty: 4597.370605
	Iteration 11Q: 3 clusters Score -1386156 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1386426.250000 Penalty: 4597.370605
	Iteration 12Q: 3 clusters Score -1386426 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1386729.125000 Penalty: 4597.370605
	Iteration 13Q: 3 clusters Score -1386729 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1386993.375000 Penalty: 4597.370605
	Iteration 14Q: 3 clusters Score -1386993 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1387241.125000 Penalty: 4597.370605
	Iteration 15Q: 3 clusters Score -1387241 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1387422.375000 Penalty: 4597.370605
	Iteration 16Q: 3 clusters Score -1387422 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1387602.375000 Penalty: 4597.370605
	Iteration 17Q: 3 clusters Score -1387602 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1387736.500000 Penalty: 4597.370605
	Iteration 18Q: 3 clusters Score -1387736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1387810.375000 Penalty: 4597.370605
	Iteration 19Q: 3 clusters Score -1387810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1387862.250000 Penalty: 4597.370605
	Iteration 20F: 3 clusters Score -1387862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1387888.625000 Penalty: 4597.370605
	Iteration 21Q: 3 clusters Score -1387889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1387922.000000 Penalty: 4597.370605
	Iteration 22Q: 3 clusters Score -1387922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1387940.750000 Penalty: 4597.370605
	Iteration 23Q: 3 clusters Score -1387941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1387955.000000 Penalty: 4597.370605
	Iteration 24Q: 3 clusters Score -1387955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1387972.000000 Penalty: 4597.370605
	Iteration 25Q: 3 clusters Score -1387972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1387985.750000 Penalty: 4597.370605
	Iteration 26Q: 3 clusters Score -1387986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1387996.125000 Penalty: 4597.370605
	Iteration 27Q: 3 clusters Score -1387996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1387999.125000 Penalty: 4597.370605
	Iteration 28Q: 3 clusters Score -1387999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1388004.750000 Penalty: 4597.370605
	Iteration 29Q: 3 clusters Score -1388005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1388013.750000 Penalty: 4597.370605
	Iteration 30Q: 3 clusters Score -1388014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1388018.750000 Penalty: 4597.370605
	Iteration 31Q: 3 clusters Score -1388019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1388024.250000 Penalty: 4597.370605
	Iteration 32Q: 3 clusters Score -1388024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1388028.250000 Penalty: 4597.370605
	Iteration 33Q: 3 clusters Score -1388028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1388030.750000 Penalty: 4597.370605
	Iteration 34Q: 3 clusters Score -1388031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1388034.500000 Penalty: 4597.370605
	Iteration 35Q: 3 clusters Score -1388034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1388038.250000 Penalty: 4597.370605
	Iteration 36Q: 3 clusters Score -1388038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1388041.125000 Penalty: 4597.370605
	Iteration 37Q: 3 clusters Score -1388041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1388041.375000 Penalty: 4597.370605
	Iteration 38Q: 3 clusters Score -1388041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1388043.375000 Penalty: 4597.370605
	Iteration 39Q: 3 clusters Score -1388043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1388043.375000 Penalty: 4597.370605
	Iteration 40F: 3 clusters Score -1388043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Entering Unmasked Estep 
Score: -5860074.000000 Penalty: 2669.422607
	Iteration 0F: 2 clusters Score -5860074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -5828209.000000 Penalty: 5338.845215
	Iteration 0F: 3 clusters Score -5828209 nChanged 21694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5840593.000000 Penalty: 5338.845215
	Iteration 1F: 3 clusters Score -5840593 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -5841377.500000 Penalty: 5338.845215
	Iteration 2Q: 3 clusters Score -5841378 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5842280.000000 Penalty: 5338.845215
	Iteration 3Q: 3 clusters Score -5842280 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -5843456.000000 Penalty: 5338.845215
	Iteration 4Q: 3 clusters Score -5843456 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5844774.500000 Penalty: 5338.845215
	Iteration 5F: 3 clusters Score -5844774 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5846264.000000 Penalty: 5338.845215
	Iteration 6F: 3 clusters Score -5846264 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -5847891.500000 Penalty: 5338.845215
	Iteration 7F: 3 clusters Score -5847892 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -5849597.500000 Penalty: 5338.845215
	Iteration 8F: 3 clusters Score -5849598 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5851192.000000 Penalty: 5338.845215
	Iteration 9F: 3 clusters Score -5851192 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5852393.500000 Penalty: 5338.845215
	Iteration 10Q: 3 clusters Score -5852394 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5853289.000000 Penalty: 5338.845215
	Iteration 11Q: 3 clusters Score -5853289 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5853932.500000 Penalty: 5338.845215
	Iteration 12Q: 3 clusters Score -5853932 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5854629.500000 Penalty: 5338.845215
	Iteration 13Q: 3 clusters Score -5854630 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -5855250.000000 Penalty: 5338.845215
	Iteration 14Q: 3 clusters Score -5855250 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -5855744.000000 Penalty: 5338.845215
	Iteration 15Q: 3 clusters Score -5855744 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5856164.500000 Penalty: 5338.845215
	Iteration 16Q: 3 clusters Score -5856164 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -5856421.000000 Penalty: 5338.845215
	Iteration 17Q: 3 clusters Score -5856421 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5856570.000000 Penalty: 5338.845215
	Iteration 18Q: 3 clusters Score -5856570 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -5856616.000000 Penalty: 5338.845215
	Iteration 19Q: 3 clusters Score -5856616 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5856647.000000 Penalty: 5338.845215
	Iteration 20F: 3 clusters Score -5856647 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -5856704.500000 Penalty: 5338.845215
	Iteration 21Q: 3 clusters Score -5856704 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5856711.500000 Penalty: 5338.845215
	Iteration 22Q: 3 clusters Score -5856712 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5856735.500000 Penalty: 5338.845215
	Iteration 23Q: 3 clusters Score -5856736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -5856762.000000 Penalty: 5338.845215
	Iteration 24Q: 3 clusters Score -5856762 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -5856791.000000 Penalty: 5338.845215
	Iteration 25Q: 3 clusters Score -5856791 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -5856791.000000 Penalty: 5338.845215
	Iteration 26Q: 3 clusters Score -5856791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5856798.500000 Penalty: 5338.845215
	Iteration 27Q: 3 clusters Score -5856798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -5856800.500000 Penalty: 5338.845215
	Iteration 28Q: 3 clusters Score -5856800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5856806.000000 Penalty: 5338.845215
	Iteration 29Q: 3 clusters Score -5856806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -5856812.000000 Penalty: 5338.845215
	Iteration 30Q: 3 clusters Score -5856812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5856803.000000 Penalty: 5338.845215
	Iteration 31Q: 3 clusters Score -5856803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -5856803.500000 Penalty: 5338.845215
	Iteration 32Q: 3 clusters Score -5856804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5856811.000000 Penalty: 5338.845215
	Iteration 33Q: 3 clusters Score -5856811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -5856808.500000 Penalty: 5338.845215
	Iteration 34Q: 3 clusters Score -5856808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5856810.500000 Penalty: 5338.845215
	Iteration 35Q: 3 clusters Score -5856810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5856815.000000 Penalty: 5338.845215
	Iteration 36Q: 3 clusters Score -5856815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5856807.500000 Penalty: 5338.845215
	Iteration 37Q: 3 clusters Score -5856808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5856810.500000 Penalty: 5338.845215
	Iteration 38Q: 3 clusters Score -5856810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5856810.500000 Penalty: 5338.845215
	Iteration 39F: 3 clusters Score -5856810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Entering Unmasked Estep 
Score: -3990370.250000 Penalty: 2553.475586
	Iteration 0F: 2 clusters Score -3990370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3970018.750000 Penalty: 5106.951172
	Iteration 0F: 3 clusters Score -3970019 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3977252.500000 Penalty: 5106.951172
	Iteration 1F: 3 clusters Score -3977252 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3977723.250000 Penalty: 5106.951172
	Iteration 2Q: 3 clusters Score -3977723 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3978170.250000 Penalty: 5106.951172
	Iteration 3Q: 3 clusters Score -3978170 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3978581.000000 Penalty: 5106.951172
	Iteration 4Q: 3 clusters Score -3978581 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3978977.250000 Penalty: 5106.951172
	Iteration 5Q: 3 clusters Score -3978977 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3979417.750000 Penalty: 5106.951172
	Iteration 6Q: 3 clusters Score -3979418 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3979846.000000 Penalty: 5106.951172
	Iteration 7Q: 3 clusters Score -3979846 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3980315.750000 Penalty: 5106.951172
	Iteration 8Q: 3 clusters Score -3980316 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3980774.750000 Penalty: 5106.951172
	Iteration 9Q: 3 clusters Score -3980775 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3981265.000000 Penalty: 5106.951172
	Iteration 10Q: 3 clusters Score -3981265 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3981879.250000 Penalty: 5106.951172
	Iteration 11Q: 3 clusters Score -3981879 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3982485.250000 Penalty: 5106.951172
	Iteration 12Q: 3 clusters Score -3982485 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3983219.000000 Penalty: 5106.951172
	Iteration 13Q: 3 clusters Score -3983219 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3984029.750000 Penalty: 5106.951172
	Iteration 14Q: 3 clusters Score -3984030 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3984832.500000 Penalty: 5106.951172
	Iteration 15Q: 3 clusters Score -3984832 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3985605.250000 Penalty: 5106.951172
	Iteration 16Q: 3 clusters Score -3985605 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3986202.250000 Penalty: 5106.951172
	Iteration 17Q: 3 clusters Score -3986202 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3986647.500000 Penalty: 5106.951172
	Iteration 18Q: 3 clusters Score -3986648 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3987018.750000 Penalty: 5106.951172
	Iteration 19Q: 3 clusters Score -3987019 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3987284.000000 Penalty: 5106.951172
	Iteration 20F: 3 clusters Score -3987284 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3987481.500000 Penalty: 5106.951172
	Iteration 21Q: 3 clusters Score -3987482 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3987636.500000 Penalty: 5106.951172
	Iteration 22Q: 3 clusters Score -3987636 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3987770.000000 Penalty: 5106.951172
	Iteration 23Q: 3 clusters Score -3987770 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3987866.250000 Penalty: 5106.951172
	Iteration 24Q: 3 clusters Score -3987866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3987936.750000 Penalty: 5106.951172
	Iteration 25Q: 3 clusters Score -3987937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3987992.000000 Penalty: 5106.951172
	Iteration 26Q: 3 clusters Score -3987992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3988030.750000 Penalty: 5106.951172
	Iteration 27Q: 3 clusters Score -3988031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3988059.000000 Penalty: 5106.951172
	Iteration 28Q: 3 clusters Score -3988059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3988078.500000 Penalty: 5106.951172
	Iteration 29Q: 3 clusters Score -3988078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3988103.000000 Penalty: 5106.951172
	Iteration 30Q: 3 clusters Score -3988103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3988113.250000 Penalty: 5106.951172
	Iteration 31Q: 3 clusters Score -3988113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3988124.000000 Penalty: 5106.951172
	Iteration 32Q: 3 clusters Score -3988124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3988132.500000 Penalty: 5106.951172
	Iteration 33Q: 3 clusters Score -3988132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3988141.000000 Penalty: 5106.951172
	Iteration 34Q: 3 clusters Score -3988141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3988151.500000 Penalty: 5106.951172
	Iteration 35Q: 3 clusters Score -3988152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3988157.250000 Penalty: 5106.951172
	Iteration 36Q: 3 clusters Score -3988157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3988164.250000 Penalty: 5106.951172
	Iteration 37Q: 3 clusters Score -3988164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3988173.500000 Penalty: 5106.951172
	Iteration 38Q: 3 clusters Score -3988174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3988199.500000 Penalty: 5106.951172
	Iteration 39Q: 3 clusters Score -3988200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3988209.750000 Penalty: 5106.951172
	Iteration 40F: 3 clusters Score -3988210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3988217.750000 Penalty: 5106.951172
	Iteration 41Q: 3 clusters Score -3988218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3988221.500000 Penalty: 5106.951172
	Iteration 42Q: 3 clusters Score -3988222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3988227.000000 Penalty: 5106.951172
	Iteration 43Q: 3 clusters Score -3988227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3988229.000000 Penalty: 5106.951172
	Iteration 44Q: 3 clusters Score -3988229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3988234.500000 Penalty: 5106.951172
	Iteration 45Q: 3 clusters Score -3988234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3988234.000000 Penalty: 5106.951172
	Iteration 46Q: 3 clusters Score -3988234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3988236.500000 Penalty: 5106.951172
	Iteration 47Q: 3 clusters Score -3988236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3988234.750000 Penalty: 5106.951172
	Iteration 48Q: 3 clusters Score -3988235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3988237.000000 Penalty: 5106.951172
	Iteration 49Q: 3 clusters Score -3988237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3988240.250000 Penalty: 5106.951172
	Iteration 50Q: 3 clusters Score -3988240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3988241.250000 Penalty: 5106.951172
	Iteration 51Q: 3 clusters Score -3988241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3988241.500000 Penalty: 5106.951172
	Iteration 52Q: 3 clusters Score -3988242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3988240.750000 Penalty: 5106.951172
	Iteration 53Q: 3 clusters Score -3988241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3988240.750000 Penalty: 5106.951172
	Iteration 54Q: 3 clusters Score -3988241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3988240.750000 Penalty: 5106.951172
	Iteration 55F: 3 clusters Score -3988241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Entering Unmasked Estep 
Score: -7280969.500000 Penalty: 2704.854492
	Iteration 0F: 2 clusters Score -7280970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -7244414.000000 Penalty: 5409.708984
	Iteration 0F: 3 clusters Score -7244414 nChanged 25114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -7258260.500000 Penalty: 5409.708984
	Iteration 1F: 3 clusters Score -7258260 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -7258895.000000 Penalty: 5409.708984
	Iteration 2Q: 3 clusters Score -7258895 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -7259746.500000 Penalty: 5409.708984
	Iteration 3Q: 3 clusters Score -7259746 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -7260916.500000 Penalty: 5409.708984
	Iteration 4Q: 3 clusters Score -7260916 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -7262793.000000 Penalty: 5409.708984
	Iteration 5F: 3 clusters Score -7262793 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7265824.500000 Penalty: 5409.708984
	Iteration 6F: 3 clusters Score -7265824 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -7269819.000000 Penalty: 5409.708984
	Iteration 7F: 3 clusters Score -7269819 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -7273802.500000 Penalty: 5409.708984
	Iteration 8F: 3 clusters Score -7273802 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -7276465.000000 Penalty: 5409.708984
	Iteration 9Q: 3 clusters Score -7276465 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -7277676.000000 Penalty: 5409.708984
	Iteration 10Q: 3 clusters Score -7277676 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -7278209.000000 Penalty: 5409.708984
	Iteration 11Q: 3 clusters Score -7278209 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -7278454.500000 Penalty: 5409.708984
	Iteration 12Q: 3 clusters Score -7278454 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -7278605.000000 Penalty: 5409.708984
	Iteration 13Q: 3 clusters Score -7278605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -7278654.500000 Penalty: 5409.708984
	Iteration 14Q: 3 clusters Score -7278654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -7278715.500000 Penalty: 5409.708984
	Iteration 15Q: 3 clusters Score -7278716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -7278751.000000 Penalty: 5409.708984
	Iteration 16Q: 3 clusters Score -7278751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -7278759.500000 Penalty: 5409.708984
	Iteration 17Q: 3 clusters Score -7278760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -7278781.000000 Penalty: 5409.708984
	Iteration 18Q: 3 clusters Score -7278781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -7278786.000000 Penalty: 5409.708984
	Iteration 19Q: 3 clusters Score -7278786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -7278799.000000 Penalty: 5409.708984
	Iteration 20F: 3 clusters Score -7278799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -7278796.500000 Penalty: 5409.708984
	Iteration 21Q: 3 clusters Score -7278796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -7278814.500000 Penalty: 5409.708984
	Iteration 22Q: 3 clusters Score -7278814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -7278813.500000 Penalty: 5409.708984
	Iteration 23Q: 3 clusters Score -7278814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -7278812.500000 Penalty: 5409.708984
	Iteration 24Q: 3 clusters Score -7278812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -7278821.500000 Penalty: 5409.708984
	Iteration 25Q: 3 clusters Score -7278822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -7278819.000000 Penalty: 5409.708984
	Iteration 26Q: 3 clusters Score -7278819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -7278827.500000 Penalty: 5409.708984
	Iteration 27Q: 3 clusters Score -7278828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -7278831.000000 Penalty: 5409.708984
	Iteration 28Q: 3 clusters Score -7278831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -7278831.000000 Penalty: 5409.708984
	Iteration 29F: 3 clusters Score -7278831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -26807.121094 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -26807.12 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 139 members 
Entering Unmasked Estep 
Score: -25598.964844 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -25598.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25709.355469 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -25709.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25737.623047 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -25737.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25742.800781 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -25742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25747.683594 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -25747.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25753.113281 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -25753.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25756.667969 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -25756.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25762.662109 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -25762.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25762.662109 Penalty: 2803.634521
	Iteration 8F: 3 clusters Score -25762.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Entering Unmasked Estep 
Score: -21474570.000000 Penalty: 2974.146729
	Iteration 0F: 2 clusters Score -2.147457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -21367200.000000 Penalty: 5948.293457
	Iteration 0F: 3 clusters Score -2.13672e+07 nChanged 77417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -21412808.000000 Penalty: 5948.293457
	Iteration 1F: 3 clusters Score -2.141281e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -21414284.000000 Penalty: 5948.293457
	Iteration 2Q: 3 clusters Score -2.141428e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -21416250.000000 Penalty: 5948.293457
	Iteration 3Q: 3 clusters Score -2.141625e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -21419208.000000 Penalty: 5948.293457
	Iteration 4Q: 3 clusters Score -2.141921e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -21423798.000000 Penalty: 5948.293457
	Iteration 5Q: 3 clusters Score -2.14238e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94467 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -21430302.000000 Penalty: 5948.293457
	Iteration 6F: 3 clusters Score -2.14303e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97745 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -21437890.000000 Penalty: 5948.293457
	Iteration 7F: 3 clusters Score -2.143789e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100198 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -21445472.000000 Penalty: 5948.293457
	Iteration 8F: 3 clusters Score -2.144547e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -21450728.000000 Penalty: 5948.293457
	Iteration 9F: 3 clusters Score -2.145073e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -21453070.000000 Penalty: 5948.293457
	Iteration 10Q: 3 clusters Score -2.145307e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -21454124.000000 Penalty: 5948.293457
	Iteration 11Q: 3 clusters Score -2.145412e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -21454686.000000 Penalty: 5948.293457
	Iteration 12Q: 3 clusters Score -2.145469e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -21455194.000000 Penalty: 5948.293457
	Iteration 13Q: 3 clusters Score -2.145519e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -21455702.000000 Penalty: 5948.293457
	Iteration 14Q: 3 clusters Score -2.14557e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -21456104.000000 Penalty: 5948.293457
	Iteration 15Q: 3 clusters Score -2.14561e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -21456374.000000 Penalty: 5948.293457
	Iteration 16Q: 3 clusters Score -2.145637e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109756 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -21456704.000000 Penalty: 5948.293457
	Iteration 17Q: 3 clusters Score -2.14567e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110825 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -21456960.000000 Penalty: 5948.293457
	Iteration 18Q: 3 clusters Score -2.145696e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111846 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -21457188.000000 Penalty: 5948.293457
	Iteration 19Q: 3 clusters Score -2.145719e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -21457468.000000 Penalty: 5948.293457
	Iteration 20F: 3 clusters Score -2.145747e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114038 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -21457692.000000 Penalty: 5948.293457
	Iteration 21Q: 3 clusters Score -2.145769e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115103 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -21457898.000000 Penalty: 5948.293457
	Iteration 22Q: 3 clusters Score -2.14579e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116275 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -21458128.000000 Penalty: 5948.293457
	Iteration 23Q: 3 clusters Score -2.145813e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117548 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -21458426.000000 Penalty: 5948.293457
	Iteration 24Q: 3 clusters Score -2.145843e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -21458744.000000 Penalty: 5948.293457
	Iteration 25Q: 3 clusters Score -2.145874e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120112 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -21459026.000000 Penalty: 5948.293457
	Iteration 26Q: 3 clusters Score -2.145903e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121435 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -21459330.000000 Penalty: 5948.293457
	Iteration 27Q: 3 clusters Score -2.145933e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122815 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -21459562.000000 Penalty: 5948.293457
	Iteration 28Q: 3 clusters Score -2.145956e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124194 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -21459800.000000 Penalty: 5948.293457
	Iteration 29Q: 3 clusters Score -2.14598e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -21460132.000000 Penalty: 5948.293457
	Iteration 30Q: 3 clusters Score -2.146013e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127179 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -21460462.000000 Penalty: 5948.293457
	Iteration 31Q: 3 clusters Score -2.146046e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -21460730.000000 Penalty: 5948.293457
	Iteration 32Q: 3 clusters Score -2.146073e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130228 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -21461054.000000 Penalty: 5948.293457
	Iteration 33Q: 3 clusters Score -2.146105e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131835 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -21461398.000000 Penalty: 5948.293457
	Iteration 34Q: 3 clusters Score -2.14614e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133495 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -21461786.000000 Penalty: 5948.293457
	Iteration 35Q: 3 clusters Score -2.146179e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135214 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -21462244.000000 Penalty: 5948.293457
	Iteration 36Q: 3 clusters Score -2.146224e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136992 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -21462774.000000 Penalty: 5948.293457
	Iteration 37Q: 3 clusters Score -2.146277e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138714 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -21463364.000000 Penalty: 5948.293457
	Iteration 38Q: 3 clusters Score -2.146336e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140470 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -21463852.000000 Penalty: 5948.293457
	Iteration 39Q: 3 clusters Score -2.146385e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -21464404.000000 Penalty: 5948.293457
	Iteration 40F: 3 clusters Score -2.14644e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143837 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -21464952.000000 Penalty: 5948.293457
	Iteration 41Q: 3 clusters Score -2.146495e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145491 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -21465604.000000 Penalty: 5948.293457
	Iteration 42Q: 3 clusters Score -2.14656e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147078 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -21466220.000000 Penalty: 5948.293457
	Iteration 43Q: 3 clusters Score -2.146622e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -21466804.000000 Penalty: 5948.293457
	Iteration 44Q: 3 clusters Score -2.14668e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150057 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -21467362.000000 Penalty: 5948.293457
	Iteration 45Q: 3 clusters Score -2.146736e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151432 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -21467934.000000 Penalty: 5948.293457
	Iteration 46Q: 3 clusters Score -2.146793e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -21468504.000000 Penalty: 5948.293457
	Iteration 47Q: 3 clusters Score -2.14685e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153923 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -21469052.000000 Penalty: 5948.293457
	Iteration 48Q: 3 clusters Score -2.146905e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -21469590.000000 Penalty: 5948.293457
	Iteration 49Q: 3 clusters Score -2.146959e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155977 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -21470046.000000 Penalty: 5948.293457
	Iteration 50Q: 3 clusters Score -2.147005e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -21470386.000000 Penalty: 5948.293457
	Iteration 51Q: 3 clusters Score -2.147039e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -21470756.000000 Penalty: 5948.293457
	Iteration 52Q: 3 clusters Score -2.147076e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -21471002.000000 Penalty: 5948.293457
	Iteration 53Q: 3 clusters Score -2.1471e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -21471212.000000 Penalty: 5948.293457
	Iteration 54Q: 3 clusters Score -2.147121e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158869 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -21471380.000000 Penalty: 5948.293457
	Iteration 55Q: 3 clusters Score -2.147138e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159160 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21471498.000000 Penalty: 5948.293457
	Iteration 56Q: 3 clusters Score -2.14715e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159410 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -21471604.000000 Penalty: 5948.293457
	Iteration 57Q: 3 clusters Score -2.14716e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159576 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -21471676.000000 Penalty: 5948.293457
	Iteration 58Q: 3 clusters Score -2.147168e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159732 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -21471778.000000 Penalty: 5948.293457
	Iteration 59Q: 3 clusters Score -2.147178e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159865 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -21471830.000000 Penalty: 5948.293457
	Iteration 60F: 3 clusters Score -2.147183e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -21471820.000000 Penalty: 5948.293457
	Iteration 61Q: 3 clusters Score -2.147182e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -21471892.000000 Penalty: 5948.293457
	Iteration 62Q: 3 clusters Score -2.147189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -21471932.000000 Penalty: 5948.293457
	Iteration 63Q: 3 clusters Score -2.147193e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160164 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21471960.000000 Penalty: 5948.293457
	Iteration 64Q: 3 clusters Score -2.147196e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160200 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -21471960.000000 Penalty: 5948.293457
	Iteration 65Q: 3 clusters Score -2.147196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160227 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21471992.000000 Penalty: 5948.293457
	Iteration 66Q: 3 clusters Score -2.147199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160248 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -21472008.000000 Penalty: 5948.293457
	Iteration 67Q: 3 clusters Score -2.147201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160269 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21472012.000000 Penalty: 5948.293457
	Iteration 68Q: 3 clusters Score -2.147201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160287 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21472008.000000 Penalty: 5948.293457
	Iteration 69Q: 3 clusters Score -2.147201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160300 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21472014.000000 Penalty: 5948.293457
	Iteration 70Q: 3 clusters Score -2.147201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21472014.000000 Penalty: 5948.293457
	Iteration 71Q: 3 clusters Score -2.147201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21472008.000000 Penalty: 5948.293457
	Iteration 72Q: 3 clusters Score -2.147201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160338 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -21472016.000000 Penalty: 5948.293457
	Iteration 73Q: 3 clusters Score -2.147202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160351 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -21471996.000000 Penalty: 5948.293457
	Iteration 74Q: 3 clusters Score -2.1472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160363 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21472010.000000 Penalty: 5948.293457
	Iteration 75Q: 3 clusters Score -2.147201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160373 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -21472026.000000 Penalty: 5948.293457
	Iteration 76Q: 3 clusters Score -2.147203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160375 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -21472032.000000 Penalty: 5948.293457
	Iteration 77Q: 3 clusters Score -2.147203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160377 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21472038.000000 Penalty: 5948.293457
	Iteration 78Q: 3 clusters Score -2.147204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160378 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21472036.000000 Penalty: 5948.293457
	Iteration 79Q: 3 clusters Score -2.147204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21472052.000000 Penalty: 5948.293457
	Iteration 80F: 3 clusters Score -2.147205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -21472054.000000 Penalty: 5948.293457
	Iteration 81Q: 3 clusters Score -2.147205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160385 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21472040.000000 Penalty: 5948.293457
	Iteration 82Q: 3 clusters Score -2.147204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160391 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21472048.000000 Penalty: 5948.293457
	Iteration 83Q: 3 clusters Score -2.147205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21472028.000000 Penalty: 5948.293457
	Iteration 84Q: 3 clusters Score -2.147203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160397 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -21472036.000000 Penalty: 5948.293457
	Iteration 85Q: 3 clusters Score -2.147204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160399 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21472042.000000 Penalty: 5948.293457
	Iteration 86Q: 3 clusters Score -2.147204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160399 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21472056.000000 Penalty: 5948.293457
	Iteration 87Q: 3 clusters Score -2.147206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -21472066.000000 Penalty: 5948.293457
	Iteration 88Q: 3 clusters Score -2.147207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160403 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21472060.000000 Penalty: 5948.293457
	Iteration 89Q: 3 clusters Score -2.147206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -21472056.000000 Penalty: 5948.293457
	Iteration 90Q: 3 clusters Score -2.147206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160406 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -21472042.000000 Penalty: 5948.293457
	Iteration 91Q: 3 clusters Score -2.147204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -21472042.000000 Penalty: 5948.293457
	Iteration 92Q: 3 clusters Score -2.147204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -21472042.000000 Penalty: 5948.293457
	Iteration 93Q: 3 clusters Score -2.147204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -21472042.000000 Penalty: 5948.293457
	Iteration 94F: 3 clusters Score -2.147204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Entering Unmasked Estep 
Score: -2681553.500000 Penalty: 2454.884277
	Iteration 0F: 2 clusters Score -2681554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2667686.750000 Penalty: 4909.768555
	Iteration 0F: 3 clusters Score -2667687 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2672467.000000 Penalty: 4909.768555
	Iteration 1F: 3 clusters Score -2672467 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2672896.250000 Penalty: 4909.768555
	Iteration 2F: 3 clusters Score -2672896 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2673237.500000 Penalty: 4909.768555
	Iteration 3Q: 3 clusters Score -2673238 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2673526.250000 Penalty: 4909.768555
	Iteration 4Q: 3 clusters Score -2673526 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2673821.500000 Penalty: 4909.768555
	Iteration 5Q: 3 clusters Score -2673822 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2674174.750000 Penalty: 4909.768555
	Iteration 6Q: 3 clusters Score -2674175 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2674597.250000 Penalty: 4909.768555
	Iteration 7Q: 3 clusters Score -2674597 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2675181.250000 Penalty: 4909.768555
	Iteration 8Q: 3 clusters Score -2675181 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2675971.000000 Penalty: 4909.768555
	Iteration 9F: 3 clusters Score -2675971 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2676941.750000 Penalty: 4909.768555
	Iteration 10F: 3 clusters Score -2676942 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2678027.000000 Penalty: 4909.768555
	Iteration 11F: 3 clusters Score -2678027 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2679040.250000 Penalty: 4909.768555
	Iteration 12F: 3 clusters Score -2679040 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2679752.500000 Penalty: 4909.768555
	Iteration 13Q: 3 clusters Score -2679752 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2680245.750000 Penalty: 4909.768555
	Iteration 14Q: 3 clusters Score -2680246 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2680508.000000 Penalty: 4909.768555
	Iteration 15Q: 3 clusters Score -2680508 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2680644.000000 Penalty: 4909.768555
	Iteration 16Q: 3 clusters Score -2680644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2680730.500000 Penalty: 4909.768555
	Iteration 17Q: 3 clusters Score -2680730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2680779.500000 Penalty: 4909.768555
	Iteration 18Q: 3 clusters Score -2680780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2680819.000000 Penalty: 4909.768555
	Iteration 19Q: 3 clusters Score -2680819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2680857.000000 Penalty: 4909.768555
	Iteration 20F: 3 clusters Score -2680857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2680884.000000 Penalty: 4909.768555
	Iteration 21Q: 3 clusters Score -2680884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2680890.750000 Penalty: 4909.768555
	Iteration 22Q: 3 clusters Score -2680891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2680902.500000 Penalty: 4909.768555
	Iteration 23Q: 3 clusters Score -2680902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2680912.000000 Penalty: 4909.768555
	Iteration 24Q: 3 clusters Score -2680912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2680919.500000 Penalty: 4909.768555
	Iteration 25Q: 3 clusters Score -2680920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2680920.500000 Penalty: 4909.768555
	Iteration 26Q: 3 clusters Score -2680920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2680923.750000 Penalty: 4909.768555
	Iteration 27Q: 3 clusters Score -2680924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2680926.500000 Penalty: 4909.768555
	Iteration 28Q: 3 clusters Score -2680926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2680924.500000 Penalty: 4909.768555
	Iteration 29Q: 3 clusters Score -2680924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2680929.000000 Penalty: 4909.768555
	Iteration 30Q: 3 clusters Score -2680929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2680929.000000 Penalty: 4909.768555
	Iteration 31F: 3 clusters Score -2680929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Entering Unmasked Estep 
Score: -3826077.000000 Penalty: 2543.472656
	Iteration 0F: 2 clusters Score -3826077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3806617.500000 Penalty: 5086.945312
	Iteration 0F: 3 clusters Score -3806618 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3813389.000000 Penalty: 5086.945312
	Iteration 1F: 3 clusters Score -3813389 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3813892.750000 Penalty: 5086.945312
	Iteration 2Q: 3 clusters Score -3813893 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3814508.750000 Penalty: 5086.945312
	Iteration 3Q: 3 clusters Score -3814509 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3815157.500000 Penalty: 5086.945312
	Iteration 4Q: 3 clusters Score -3815158 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3815839.750000 Penalty: 5086.945312
	Iteration 5Q: 3 clusters Score -3815840 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3816628.000000 Penalty: 5086.945312
	Iteration 6F: 3 clusters Score -3816628 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3817515.750000 Penalty: 5086.945312
	Iteration 7F: 3 clusters Score -3817516 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3818553.000000 Penalty: 5086.945312
	Iteration 8F: 3 clusters Score -3818553 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3819620.250000 Penalty: 5086.945312
	Iteration 9F: 3 clusters Score -3819620 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3820669.250000 Penalty: 5086.945312
	Iteration 10F: 3 clusters Score -3820669 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3821734.250000 Penalty: 5086.945312
	Iteration 11F: 3 clusters Score -3821734 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3822604.000000 Penalty: 5086.945312
	Iteration 12Q: 3 clusters Score -3822604 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3823285.250000 Penalty: 5086.945312
	Iteration 13Q: 3 clusters Score -3823285 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3823857.750000 Penalty: 5086.945312
	Iteration 14Q: 3 clusters Score -3823858 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3824328.500000 Penalty: 5086.945312
	Iteration 15Q: 3 clusters Score -3824328 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3824694.500000 Penalty: 5086.945312
	Iteration 16Q: 3 clusters Score -3824694 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3824981.500000 Penalty: 5086.945312
	Iteration 17Q: 3 clusters Score -3824982 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3825179.500000 Penalty: 5086.945312
	Iteration 18Q: 3 clusters Score -3825180 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3825319.250000 Penalty: 5086.945312
	Iteration 19Q: 3 clusters Score -3825319 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3825427.500000 Penalty: 5086.945312
	Iteration 20F: 3 clusters Score -3825428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3825501.750000 Penalty: 5086.945312
	Iteration 21Q: 3 clusters Score -3825502 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3825571.250000 Penalty: 5086.945312
	Iteration 22Q: 3 clusters Score -3825571 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3825628.250000 Penalty: 5086.945312
	Iteration 23Q: 3 clusters Score -3825628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3825669.500000 Penalty: 5086.945312
	Iteration 24Q: 3 clusters Score -3825670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3825706.000000 Penalty: 5086.945312
	Iteration 25Q: 3 clusters Score -3825706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3825725.500000 Penalty: 5086.945312
	Iteration 26Q: 3 clusters Score -3825726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3825729.000000 Penalty: 5086.945312
	Iteration 27Q: 3 clusters Score -3825729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3825744.250000 Penalty: 5086.945312
	Iteration 28Q: 3 clusters Score -3825744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3825745.000000 Penalty: 5086.945312
	Iteration 29Q: 3 clusters Score -3825745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3825749.000000 Penalty: 5086.945312
	Iteration 30Q: 3 clusters Score -3825749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3825747.000000 Penalty: 5086.945312
	Iteration 31Q: 3 clusters Score -3825747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3825746.000000 Penalty: 5086.945312
	Iteration 32Q: 3 clusters Score -3825746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3825752.000000 Penalty: 5086.945312
	Iteration 33Q: 3 clusters Score -3825752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3825753.000000 Penalty: 5086.945312
	Iteration 34Q: 3 clusters Score -3825753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3825754.250000 Penalty: 5086.945312
	Iteration 35Q: 3 clusters Score -3825754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3825753.750000 Penalty: 5086.945312
	Iteration 36Q: 3 clusters Score -3825754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3825755.250000 Penalty: 5086.945312
	Iteration 37Q: 3 clusters Score -3825755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3825754.500000 Penalty: 5086.945312
	Iteration 38Q: 3 clusters Score -3825754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3825759.000000 Penalty: 5086.945312
	Iteration 39Q: 3 clusters Score -3825759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3825755.750000 Penalty: 5086.945312
	Iteration 40F: 3 clusters Score -3825756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3825756.500000 Penalty: 5086.945312
	Iteration 41Q: 3 clusters Score -3825756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3825756.500000 Penalty: 5086.945312
	Iteration 42F: 3 clusters Score -3825756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78927.460938 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78927.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77291.679688 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77291.68 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77703.015625 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77703.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77995.695312 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77995.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -78305.179688 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78305.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78496.906250 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -78496.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -78619.375000 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -78619.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -78739.343750 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -78739.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -78808.484375 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -78808.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -78858.265625 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -78858.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -78919.101562 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -78919.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78970.015625 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -78970.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79016.078125 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -79016.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79036.578125 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -79036.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79046.281250 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -79046.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79058.171875 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -79058.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -79079.804688 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -79079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79091.367188 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -79091.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79100.304688 Penalty: 3272.184082
	Iteration 17F: 3 clusters Score -79100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79133.953125 Penalty: 3272.184082
	Iteration 18Q: 3 clusters Score -79133.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79158.640625 Penalty: 3272.184082
	Iteration 19Q: 3 clusters Score -79158.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79164.898438 Penalty: 3272.184082
	Iteration 20F: 3 clusters Score -79164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79172.656250 Penalty: 3272.184082
	Iteration 21Q: 3 clusters Score -79172.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79184.390625 Penalty: 3272.184082
	Iteration 22Q: 3 clusters Score -79184.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79193.710938 Penalty: 3272.184082
	Iteration 23Q: 3 clusters Score -79193.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79195.210938 Penalty: 3272.184082
	Iteration 24Q: 3 clusters Score -79195.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79195.210938 Penalty: 3272.184082
	Iteration 25F: 3 clusters Score -79195.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82997 members 
Mstep: Class 4 contains 220294 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54539 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161543 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Mstep: Class 31 contains 258 members 
Entering Unmasked Estep 
Score: -133249144.000000 Penalty: 106424.484375
Splitting cluster 22 changes total score from -133250544.000000 to -133249144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Entering Unmasked Estep 
Score: -1038047.500000 Penalty: 2235.673340
	Iteration 0F: 2 clusters Score -1038048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1031482.375000 Penalty: 4471.346680
	Iteration 0F: 3 clusters Score -1031482 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1033346.500000 Penalty: 4471.346680
	Iteration 1F: 3 clusters Score -1033346 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1033621.625000 Penalty: 4471.346680
	Iteration 2F: 3 clusters Score -1033622 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1033839.937500 Penalty: 4471.346680
	Iteration 3F: 3 clusters Score -1033840 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1034040.125000 Penalty: 4471.346680
	Iteration 4Q: 3 clusters Score -1034040 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1034249.375000 Penalty: 4471.346680
	Iteration 5Q: 3 clusters Score -1034249 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1034503.312500 Penalty: 4471.346680
	Iteration 6Q: 3 clusters Score -1034503 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1034782.187500 Penalty: 4471.346680
	Iteration 7Q: 3 clusters Score -1034782 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1035061.250000 Penalty: 4471.346680
	Iteration 8Q: 3 clusters Score -1035061 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1035341.937500 Penalty: 4471.346680
	Iteration 9Q: 3 clusters Score -1035342 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1035623.000000 Penalty: 4471.346680
	Iteration 10Q: 3 clusters Score -1035623 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1035850.937500 Penalty: 4471.346680
	Iteration 11Q: 3 clusters Score -1035851 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1036063.187500 Penalty: 4471.346680
	Iteration 12Q: 3 clusters Score -1036063 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1036259.937500 Penalty: 4471.346680
	Iteration 13Q: 3 clusters Score -1036260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1036398.500000 Penalty: 4471.346680
	Iteration 14Q: 3 clusters Score -1036398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1036525.375000 Penalty: 4471.346680
	Iteration 15Q: 3 clusters Score -1036525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1036605.375000 Penalty: 4471.346680
	Iteration 16Q: 3 clusters Score -1036605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1036655.687500 Penalty: 4471.346680
	Iteration 17Q: 3 clusters Score -1036656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1036700.812500 Penalty: 4471.346680
	Iteration 18Q: 3 clusters Score -1036701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1036731.250000 Penalty: 4471.346680
	Iteration 19Q: 3 clusters Score -1036731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1036741.062500 Penalty: 4471.346680
	Iteration 20F: 3 clusters Score -1036741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1036746.875000 Penalty: 4471.346680
	Iteration 21Q: 3 clusters Score -1036747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1036748.937500 Penalty: 4471.346680
	Iteration 22Q: 3 clusters Score -1036749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1036751.562500 Penalty: 4471.346680
	Iteration 23Q: 3 clusters Score -1036752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1036752.000000 Penalty: 4471.346680
	Iteration 24Q: 3 clusters Score -1036752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1036752.000000 Penalty: 4471.346680
	Iteration 25F: 3 clusters Score -1036752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -688455.375000 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -688455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -683642.062500 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -683642.1 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -684745.562500 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -684745.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -684987.375000 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -684987.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -685178.437500 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -685178.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -685319.937500 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -685319.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -685446.937500 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -685446.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -685567.562500 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -685567.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -685688.500000 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -685688.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -685788.687500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -685788.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -685911.500000 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -685911.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -686067.687500 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -686067.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -686270.687500 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -686270.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -686488.625000 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -686488.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -686646.312500 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -686646.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -686795.812500 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -686795.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -686938.500000 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -686938.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -687065.625000 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -687065.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -687172.500000 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -687172.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -687252.625000 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -687252.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -687308.062500 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -687308.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -687346.875000 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -687346.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -687380.812500 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -687380.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -687412.312500 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -687412.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -687422.937500 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -687422.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -687432.187500 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -687432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -687437.250000 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -687437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -687437.375000 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -687437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -687437.562500 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -687437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -687437.562500 Penalty: 4268.907715
	Iteration 28F: 3 clusters Score -687437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Entering Unmasked Estep 
Score: -1778976.625000 Penalty: 2358.167480
	Iteration 0F: 2 clusters Score -1778977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1769061.625000 Penalty: 4716.334961
	Iteration 0F: 3 clusters Score -1769062 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1772040.750000 Penalty: 4716.334961
	Iteration 1F: 3 clusters Score -1772041 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1772355.375000 Penalty: 4716.334961
	Iteration 2F: 3 clusters Score -1772355 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1772586.500000 Penalty: 4716.334961
	Iteration 3Q: 3 clusters Score -1772586 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1772763.125000 Penalty: 4716.334961
	Iteration 4Q: 3 clusters Score -1772763 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1772926.250000 Penalty: 4716.334961
	Iteration 5Q: 3 clusters Score -1772926 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1773086.125000 Penalty: 4716.334961
	Iteration 6Q: 3 clusters Score -1773086 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1773220.750000 Penalty: 4716.334961
	Iteration 7Q: 3 clusters Score -1773221 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1773361.500000 Penalty: 4716.334961
	Iteration 8Q: 3 clusters Score -1773362 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1773528.750000 Penalty: 4716.334961
	Iteration 9Q: 3 clusters Score -1773529 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1773713.375000 Penalty: 4716.334961
	Iteration 10Q: 3 clusters Score -1773713 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1773979.750000 Penalty: 4716.334961
	Iteration 11Q: 3 clusters Score -1773980 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1774290.375000 Penalty: 4716.334961
	Iteration 12Q: 3 clusters Score -1774290 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1774672.000000 Penalty: 4716.334961
	Iteration 13Q: 3 clusters Score -1774672 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1775032.625000 Penalty: 4716.334961
	Iteration 14Q: 3 clusters Score -1775033 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1775344.000000 Penalty: 4716.334961
	Iteration 15Q: 3 clusters Score -1775344 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1775638.500000 Penalty: 4716.334961
	Iteration 16Q: 3 clusters Score -1775638 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1775912.625000 Penalty: 4716.334961
	Iteration 17Q: 3 clusters Score -1775913 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1776127.875000 Penalty: 4716.334961
	Iteration 18Q: 3 clusters Score -1776128 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1776307.625000 Penalty: 4716.334961
	Iteration 19Q: 3 clusters Score -1776308 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1776454.750000 Penalty: 4716.334961
	Iteration 20F: 3 clusters Score -1776455 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1776568.625000 Penalty: 4716.334961
	Iteration 21Q: 3 clusters Score -1776569 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1776666.750000 Penalty: 4716.334961
	Iteration 22Q: 3 clusters Score -1776667 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1776731.625000 Penalty: 4716.334961
	Iteration 23Q: 3 clusters Score -1776732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1776787.750000 Penalty: 4716.334961
	Iteration 24Q: 3 clusters Score -1776788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1776830.500000 Penalty: 4716.334961
	Iteration 25Q: 3 clusters Score -1776830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1776860.250000 Penalty: 4716.334961
	Iteration 26Q: 3 clusters Score -1776860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1776880.750000 Penalty: 4716.334961
	Iteration 27Q: 3 clusters Score -1776881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1776893.750000 Penalty: 4716.334961
	Iteration 28Q: 3 clusters Score -1776894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1776900.625000 Penalty: 4716.334961
	Iteration 29Q: 3 clusters Score -1776901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1776909.250000 Penalty: 4716.334961
	Iteration 30Q: 3 clusters Score -1776909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1776928.500000 Penalty: 4716.334961
	Iteration 31Q: 3 clusters Score -1776928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1776928.625000 Penalty: 4716.334961
	Iteration 32Q: 3 clusters Score -1776929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1776934.500000 Penalty: 4716.334961
	Iteration 33Q: 3 clusters Score -1776934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1776938.750000 Penalty: 4716.334961
	Iteration 34Q: 3 clusters Score -1776939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1776939.750000 Penalty: 4716.334961
	Iteration 35Q: 3 clusters Score -1776940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1776938.125000 Penalty: 4716.334961
	Iteration 36Q: 3 clusters Score -1776938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1776940.250000 Penalty: 4716.334961
	Iteration 37Q: 3 clusters Score -1776940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1776941.125000 Penalty: 4716.334961
	Iteration 38Q: 3 clusters Score -1776941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1776940.750000 Penalty: 4716.334961
	Iteration 39Q: 3 clusters Score -1776941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1776943.250000 Penalty: 4716.334961
	Iteration 40F: 3 clusters Score -1776943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1776946.875000 Penalty: 4716.334961
	Iteration 41Q: 3 clusters Score -1776947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1776946.750000 Penalty: 4716.334961
	Iteration 42Q: 3 clusters Score -1776947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1776948.250000 Penalty: 4716.334961
	Iteration 43Q: 3 clusters Score -1776948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1776948.500000 Penalty: 4716.334961
	Iteration 44Q: 3 clusters Score -1776948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1776948.625000 Penalty: 4716.334961
	Iteration 45Q: 3 clusters Score -1776949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1776949.875000 Penalty: 4716.334961
	Iteration 46Q: 3 clusters Score -1776950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1776949.875000 Penalty: 4716.334961
	Iteration 47F: 3 clusters Score -1776950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -281356.656250 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -281356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -278631.218750 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -278631.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -279130.968750 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -279131 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279258.593750 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -279258.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -279319.437500 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -279319.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -279364.218750 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -279364.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -279406.062500 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -279406.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -279434.781250 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -279434.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -279457.156250 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -279457.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -279475.343750 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -279475.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -279492.843750 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -279492.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -279510.062500 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -279510.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -279520.812500 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -279520.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -279525.687500 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -279525.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -279529.218750 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -279529.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -279534.218750 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -279534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -279538.375000 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -279538.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -279541.875000 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -279541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -279543.218750 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -279543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -279544.781250 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -279544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -279547.625000 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -279547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -279551.468750 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -279551.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -279557.968750 Penalty: 3806.149170
	Iteration 21Q: 3 clusters Score -279558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -279561.125000 Penalty: 3806.149170
	Iteration 22Q: 3 clusters Score -279561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -279563.031250 Penalty: 3806.149170
	Iteration 23Q: 3 clusters Score -279563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -279564.312500 Penalty: 3806.149170
	Iteration 24Q: 3 clusters Score -279564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -279564.531250 Penalty: 3806.149170
	Iteration 25Q: 3 clusters Score -279564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -279564.531250 Penalty: 3806.149170
	Iteration 26F: 3 clusters Score -279564.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Entering Unmasked Estep 
Score: -7448839.000000 Penalty: 2714.421387
	Iteration 0F: 2 clusters Score -7448839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -7410699.500000 Penalty: 5428.842773
	Iteration 0F: 3 clusters Score -7410700 nChanged 26219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -7425180.000000 Penalty: 5428.842773
	Iteration 1F: 3 clusters Score -7425180 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -7425901.500000 Penalty: 5428.842773
	Iteration 2Q: 3 clusters Score -7425902 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -7426636.000000 Penalty: 5428.842773
	Iteration 3Q: 3 clusters Score -7426636 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -7427564.000000 Penalty: 5428.842773
	Iteration 4Q: 3 clusters Score -7427564 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -7429049.000000 Penalty: 5428.842773
	Iteration 5F: 3 clusters Score -7429049 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -7430866.000000 Penalty: 5428.842773
	Iteration 6F: 3 clusters Score -7430866 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -7433285.500000 Penalty: 5428.842773
	Iteration 7F: 3 clusters Score -7433286 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -7436109.000000 Penalty: 5428.842773
	Iteration 8F: 3 clusters Score -7436109 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -7439012.500000 Penalty: 5428.842773
	Iteration 9F: 3 clusters Score -7439012 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -7441810.000000 Penalty: 5428.842773
	Iteration 10F: 3 clusters Score -7441810 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -7443830.000000 Penalty: 5428.842773
	Iteration 11Q: 3 clusters Score -7443830 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7444974.500000 Penalty: 5428.842773
	Iteration 12Q: 3 clusters Score -7444974 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -7445614.000000 Penalty: 5428.842773
	Iteration 13Q: 3 clusters Score -7445614 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7445977.000000 Penalty: 5428.842773
	Iteration 14Q: 3 clusters Score -7445977 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -7446214.500000 Penalty: 5428.842773
	Iteration 15Q: 3 clusters Score -7446214 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -7446358.500000 Penalty: 5428.842773
	Iteration 16Q: 3 clusters Score -7446358 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7446445.000000 Penalty: 5428.842773
	Iteration 17Q: 3 clusters Score -7446445 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7446486.500000 Penalty: 5428.842773
	Iteration 18Q: 3 clusters Score -7446486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7446540.500000 Penalty: 5428.842773
	Iteration 19Q: 3 clusters Score -7446540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7446554.000000 Penalty: 5428.842773
	Iteration 20F: 3 clusters Score -7446554 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7446584.000000 Penalty: 5428.842773
	Iteration 21Q: 3 clusters Score -7446584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7446625.500000 Penalty: 5428.842773
	Iteration 22Q: 3 clusters Score -7446626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7446637.000000 Penalty: 5428.842773
	Iteration 23Q: 3 clusters Score -7446637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7446644.500000 Penalty: 5428.842773
	Iteration 24Q: 3 clusters Score -7446644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7446663.000000 Penalty: 5428.842773
	Iteration 25Q: 3 clusters Score -7446663 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7446689.000000 Penalty: 5428.842773
	Iteration 26Q: 3 clusters Score -7446689 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7446702.500000 Penalty: 5428.842773
	Iteration 27Q: 3 clusters Score -7446702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7446720.000000 Penalty: 5428.842773
	Iteration 28Q: 3 clusters Score -7446720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7446740.000000 Penalty: 5428.842773
	Iteration 29Q: 3 clusters Score -7446740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7446756.000000 Penalty: 5428.842773
	Iteration 30Q: 3 clusters Score -7446756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7446768.000000 Penalty: 5428.842773
	Iteration 31Q: 3 clusters Score -7446768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7446769.000000 Penalty: 5428.842773
	Iteration 32Q: 3 clusters Score -7446769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7446780.000000 Penalty: 5428.842773
	Iteration 33Q: 3 clusters Score -7446780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7446797.500000 Penalty: 5428.842773
	Iteration 34Q: 3 clusters Score -7446798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7446792.000000 Penalty: 5428.842773
	Iteration 35Q: 3 clusters Score -7446792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7446799.000000 Penalty: 5428.842773
	Iteration 36Q: 3 clusters Score -7446799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7446798.000000 Penalty: 5428.842773
	Iteration 37Q: 3 clusters Score -7446798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7446804.000000 Penalty: 5428.842773
	Iteration 38Q: 3 clusters Score -7446804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7446802.500000 Penalty: 5428.842773
	Iteration 39Q: 3 clusters Score -7446802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7446803.000000 Penalty: 5428.842773
	Iteration 40F: 3 clusters Score -7446803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7446809.500000 Penalty: 5428.842773
	Iteration 41Q: 3 clusters Score -7446810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7446822.000000 Penalty: 5428.842773
	Iteration 42Q: 3 clusters Score -7446822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7446831.000000 Penalty: 5428.842773
	Iteration 43Q: 3 clusters Score -7446831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7446827.000000 Penalty: 5428.842773
	Iteration 44Q: 3 clusters Score -7446827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7446838.000000 Penalty: 5428.842773
	Iteration 45Q: 3 clusters Score -7446838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7446834.500000 Penalty: 5428.842773
	Iteration 46Q: 3 clusters Score -7446834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7446842.500000 Penalty: 5428.842773
	Iteration 47Q: 3 clusters Score -7446842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7446841.500000 Penalty: 5428.842773
	Iteration 48Q: 3 clusters Score -7446842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7446844.500000 Penalty: 5428.842773
	Iteration 49Q: 3 clusters Score -7446844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7446840.500000 Penalty: 5428.842773
	Iteration 50Q: 3 clusters Score -7446840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7446838.500000 Penalty: 5428.842773
	Iteration 51Q: 3 clusters Score -7446838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7446846.000000 Penalty: 5428.842773
	Iteration 52Q: 3 clusters Score -7446846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7446843.500000 Penalty: 5428.842773
	Iteration 53Q: 3 clusters Score -7446844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7446842.000000 Penalty: 5428.842773
	Iteration 54Q: 3 clusters Score -7446842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7446838.000000 Penalty: 5428.842773
	Iteration 55Q: 3 clusters Score -7446838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7446838.000000 Penalty: 5428.842773
	Iteration 56Q: 3 clusters Score -7446838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7446837.500000 Penalty: 5428.842773
	Iteration 57Q: 3 clusters Score -7446838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7446837.500000 Penalty: 5428.842773
	Iteration 58Q: 3 clusters Score -7446838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7446844.000000 Penalty: 5428.842773
	Iteration 59Q: 3 clusters Score -7446844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7446845.500000 Penalty: 5428.842773
	Iteration 60F: 3 clusters Score -7446846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7446847.000000 Penalty: 5428.842773
	Iteration 61Q: 3 clusters Score -7446847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7446844.000000 Penalty: 5428.842773
	Iteration 62Q: 3 clusters Score -7446844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7446844.000000 Penalty: 5428.842773
	Iteration 63F: 3 clusters Score -7446844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63538.304688 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63538.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63827.558594 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -63827.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64012.320312 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64012.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64150.253906 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -64150.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64262.824219 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -64262.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64396.214844 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64396.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64491.648438 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64491.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64558.871094 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64558.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64630.851562 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -64630.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64675.320312 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -64675.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64704.488281 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -64704.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64721.785156 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -64721.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64729.855469 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -64729.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64734.476562 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -64734.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64737.925781 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -64737.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64739.871094 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -64739.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64740.800781 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -64740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64740.867188 Penalty: 3174.527832
	Iteration 17F: 3 clusters Score -64740.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64747.613281 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -64747.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64749.160156 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -64749.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64750.582031 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -64750.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -470176.468750 Penalty: 2038.459839
	Iteration 0F: 2 clusters Score -470176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -466417.312500 Penalty: 4076.919678
	Iteration 0F: 3 clusters Score -466417.3 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -467234.937500 Penalty: 4076.919678
	Iteration 1F: 3 clusters Score -467234.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -467432.281250 Penalty: 4076.919678
	Iteration 2F: 3 clusters Score -467432.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -467548.218750 Penalty: 4076.919678
	Iteration 3Q: 3 clusters Score -467548.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -467627.718750 Penalty: 4076.919678
	Iteration 4Q: 3 clusters Score -467627.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -467725.375000 Penalty: 4076.919678
	Iteration 5Q: 3 clusters Score -467725.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -467822.500000 Penalty: 4076.919678
	Iteration 6Q: 3 clusters Score -467822.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -467921.625000 Penalty: 4076.919678
	Iteration 7Q: 3 clusters Score -467921.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -468045.062500 Penalty: 4076.919678
	Iteration 8Q: 3 clusters Score -468045.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -468172.687500 Penalty: 4076.919678
	Iteration 9Q: 3 clusters Score -468172.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -468312.437500 Penalty: 4076.919678
	Iteration 10Q: 3 clusters Score -468312.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -468445.250000 Penalty: 4076.919678
	Iteration 11Q: 3 clusters Score -468445.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -468537.375000 Penalty: 4076.919678
	Iteration 12Q: 3 clusters Score -468537.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -468598.562500 Penalty: 4076.919678
	Iteration 13Q: 3 clusters Score -468598.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -468650.406250 Penalty: 4076.919678
	Iteration 14Q: 3 clusters Score -468650.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -468680.750000 Penalty: 4076.919678
	Iteration 15Q: 3 clusters Score -468680.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -468705.343750 Penalty: 4076.919678
	Iteration 16Q: 3 clusters Score -468705.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -468727.062500 Penalty: 4076.919678
	Iteration 17Q: 3 clusters Score -468727.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -468749.718750 Penalty: 4076.919678
	Iteration 18Q: 3 clusters Score -468749.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -468765.937500 Penalty: 4076.919678
	Iteration 19Q: 3 clusters Score -468765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -468772.812500 Penalty: 4076.919678
	Iteration 20F: 3 clusters Score -468772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -468774.906250 Penalty: 4076.919678
	Iteration 21Q: 3 clusters Score -468774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -468776.562500 Penalty: 4076.919678
	Iteration 22Q: 3 clusters Score -468776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -468778.843750 Penalty: 4076.919678
	Iteration 23Q: 3 clusters Score -468778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -468782.343750 Penalty: 4076.919678
	Iteration 24Q: 3 clusters Score -468782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -468787.468750 Penalty: 4076.919678
	Iteration 25Q: 3 clusters Score -468787.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -468792.312500 Penalty: 4076.919678
	Iteration 26Q: 3 clusters Score -468792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -468795.468750 Penalty: 4076.919678
	Iteration 27Q: 3 clusters Score -468795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -468803.968750 Penalty: 4076.919678
	Iteration 28Q: 3 clusters Score -468804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -468807.531250 Penalty: 4076.919678
	Iteration 29Q: 3 clusters Score -468807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -468811.500000 Penalty: 4076.919678
	Iteration 30Q: 3 clusters Score -468811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -468811.593750 Penalty: 4076.919678
	Iteration 31Q: 3 clusters Score -468811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -468811.593750 Penalty: 4076.919678
	Iteration 32F: 3 clusters Score -468811.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Entering Unmasked Estep 
Score: -5160503.000000 Penalty: 2617.421387
	Iteration 0F: 2 clusters Score -5160503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -5134461.000000 Penalty: 5234.842773
	Iteration 0F: 3 clusters Score -5134461 nChanged 17562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -5143803.000000 Penalty: 5234.842773
	Iteration 1F: 3 clusters Score -5143803 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -5144281.000000 Penalty: 5234.842773
	Iteration 2Q: 3 clusters Score -5144281 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -5144591.000000 Penalty: 5234.842773
	Iteration 3Q: 3 clusters Score -5144591 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5144997.000000 Penalty: 5234.842773
	Iteration 4Q: 3 clusters Score -5144997 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -5145400.000000 Penalty: 5234.842773
	Iteration 5Q: 3 clusters Score -5145400 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5145937.500000 Penalty: 5234.842773
	Iteration 6Q: 3 clusters Score -5145938 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -5146737.000000 Penalty: 5234.842773
	Iteration 7Q: 3 clusters Score -5146737 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5147833.500000 Penalty: 5234.842773
	Iteration 8F: 3 clusters Score -5147834 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -5149452.000000 Penalty: 5234.842773
	Iteration 9F: 3 clusters Score -5149452 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -5151435.000000 Penalty: 5234.842773
	Iteration 10F: 3 clusters Score -5151435 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5153577.500000 Penalty: 5234.842773
	Iteration 11F: 3 clusters Score -5153578 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -5155477.500000 Penalty: 5234.842773
	Iteration 12F: 3 clusters Score -5155478 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -5156699.500000 Penalty: 5234.842773
	Iteration 13Q: 3 clusters Score -5156700 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -5157427.500000 Penalty: 5234.842773
	Iteration 14Q: 3 clusters Score -5157428 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -5157862.000000 Penalty: 5234.842773
	Iteration 15Q: 3 clusters Score -5157862 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -5158092.000000 Penalty: 5234.842773
	Iteration 16Q: 3 clusters Score -5158092 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5158240.000000 Penalty: 5234.842773
	Iteration 17Q: 3 clusters Score -5158240 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -5158349.000000 Penalty: 5234.842773
	Iteration 18Q: 3 clusters Score -5158349 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5158423.500000 Penalty: 5234.842773
	Iteration 19Q: 3 clusters Score -5158424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -5158445.500000 Penalty: 5234.842773
	Iteration 20F: 3 clusters Score -5158446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -5158481.000000 Penalty: 5234.842773
	Iteration 21Q: 3 clusters Score -5158481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -5158505.500000 Penalty: 5234.842773
	Iteration 22Q: 3 clusters Score -5158506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5158515.500000 Penalty: 5234.842773
	Iteration 23Q: 3 clusters Score -5158516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -5158521.000000 Penalty: 5234.842773
	Iteration 24Q: 3 clusters Score -5158521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5158520.500000 Penalty: 5234.842773
	Iteration 25Q: 3 clusters Score -5158520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -5158529.000000 Penalty: 5234.842773
	Iteration 26Q: 3 clusters Score -5158529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -5158530.000000 Penalty: 5234.842773
	Iteration 27Q: 3 clusters Score -5158530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -5158541.500000 Penalty: 5234.842773
	Iteration 28Q: 3 clusters Score -5158542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -5158538.500000 Penalty: 5234.842773
	Iteration 29Q: 3 clusters Score -5158538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5158538.500000 Penalty: 5234.842773
	Iteration 30Q: 3 clusters Score -5158538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -5158544.500000 Penalty: 5234.842773
	Iteration 31Q: 3 clusters Score -5158544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -5158550.000000 Penalty: 5234.842773
	Iteration 32Q: 3 clusters Score -5158550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -5158539.500000 Penalty: 5234.842773
	Iteration 33Q: 3 clusters Score -5158540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -5158544.000000 Penalty: 5234.842773
	Iteration 34Q: 3 clusters Score -5158544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -5158540.500000 Penalty: 5234.842773
	Iteration 35Q: 3 clusters Score -5158540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -5158549.000000 Penalty: 5234.842773
	Iteration 36Q: 3 clusters Score -5158549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5158548.000000 Penalty: 5234.842773
	Iteration 37Q: 3 clusters Score -5158548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -5158547.000000 Penalty: 5234.842773
	Iteration 38Q: 3 clusters Score -5158547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5158545.000000 Penalty: 5234.842773
	Iteration 39Q: 3 clusters Score -5158545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -5158544.000000 Penalty: 5234.842773
	Iteration 40F: 3 clusters Score -5158544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82997 members 
Mstep: Class 4 contains 220294 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54539 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161543 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250480.000000 Penalty: 102991.429688
Iteration 479Q: 31 clusters Score -1.332505e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82996 members 
Mstep: Class 4 contains 220295 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29622 members 
Mstep: Class 17 contains 54538 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161544 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250488.000000 Penalty: 102991.429688
Iteration 480F: 31 clusters Score -1.332505e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82995 members 
Mstep: Class 4 contains 220296 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54536 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161545 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250504.000000 Penalty: 102991.429688
Iteration 481Q: 31 clusters Score -1.332505e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82995 members 
Mstep: Class 4 contains 220296 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54536 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161545 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133250504.000000 Penalty: 102991.429688
Iteration 482F: 31 clusters Score -1.332505e+08 nChanged 0
Entering ConstructFrom: 
Score: -133250504.000000 Penalty: 102991.429688
Entering ConstructFrom: 
Trying to split cluster 1 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -62570.273438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -62570.27 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 277 members 
Entering Unmasked Estep 
Score: -61062.519531 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61062.52 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61402.699219 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61402.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61622.441406 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -61622.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61806.429688 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -61806.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61968.738281 Penalty: 3161.166504
	Iteration 4F: 3 clusters Score -61968.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62081.382812 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -62081.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62129.386719 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -62129.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62146.105469 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -62146.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62149.449219 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -62149.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62152.148438 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -62152.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62152.148438 Penalty: 3161.166504
	Iteration 10F: 3 clusters Score -62152.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (183375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183375 members 
Entering Unmasked Estep 
Score: -24278422.000000 Penalty: 3005.583496
	Iteration 0F: 2 clusters Score -2.427842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -24169170.000000 Penalty: 6011.166992
	Iteration 0F: 3 clusters Score -2.416917e+07 nChanged 88271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -24220410.000000 Penalty: 6011.166992
	Iteration 1F: 3 clusters Score -2.422041e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -24221232.000000 Penalty: 6011.166992
	Iteration 2Q: 3 clusters Score -2.422123e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -24222228.000000 Penalty: 6011.166992
	Iteration 3Q: 3 clusters Score -2.422223e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -24223384.000000 Penalty: 6011.166992
	Iteration 4Q: 3 clusters Score -2.422338e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -24225604.000000 Penalty: 6011.166992
	Iteration 5Q: 3 clusters Score -2.42256e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116121 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
Score: -24229776.000000 Penalty: 6011.166992
	Iteration 6Q: 3 clusters Score -2.422978e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127748 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -24236418.000000 Penalty: 6011.166992
	Iteration 7F: 3 clusters Score -2.423642e+07 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -24246126.000000 Penalty: 6011.166992
	Iteration 8F: 3 clusters Score -2.424613e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155933 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -24257952.000000 Penalty: 6011.166992
	Iteration 9F: 3 clusters Score -2.425795e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167619 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -24267044.000000 Penalty: 6011.166992
	Iteration 10F: 3 clusters Score -2.426704e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175399 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -24271686.000000 Penalty: 6011.166992
	Iteration 11Q: 3 clusters Score -2.427169e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179666 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -24273834.000000 Penalty: 6011.166992
	Iteration 12Q: 3 clusters Score -2.427383e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181652 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -24274778.000000 Penalty: 6011.166992
	Iteration 13Q: 3 clusters Score -2.427478e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182488 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -24275326.000000 Penalty: 6011.166992
	Iteration 14Q: 3 clusters Score -2.427533e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182812 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -24275570.000000 Penalty: 6011.166992
	Iteration 15Q: 3 clusters Score -2.427557e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24275654.000000 Penalty: 6011.166992
	Iteration 16Q: 3 clusters Score -2.427565e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183000 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -24275744.000000 Penalty: 6011.166992
	Iteration 17Q: 3 clusters Score -2.427574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183026 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24275794.000000 Penalty: 6011.166992
	Iteration 18Q: 3 clusters Score -2.427579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183040 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24275794.000000 Penalty: 6011.166992
	Iteration 19Q: 3 clusters Score -2.427579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183049 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24275804.000000 Penalty: 6011.166992
	Iteration 20F: 3 clusters Score -2.42758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183059 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -24275824.000000 Penalty: 6011.166992
	Iteration 21Q: 3 clusters Score -2.427582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -24275828.000000 Penalty: 6011.166992
	Iteration 22Q: 3 clusters Score -2.427583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183073 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24275840.000000 Penalty: 6011.166992
	Iteration 23Q: 3 clusters Score -2.427584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183078 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24275858.000000 Penalty: 6011.166992
	Iteration 24Q: 3 clusters Score -2.427586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183081 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24275858.000000 Penalty: 6011.166992
	Iteration 25Q: 3 clusters Score -2.427586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183084 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24275854.000000 Penalty: 6011.166992
	Iteration 26Q: 3 clusters Score -2.427585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24275858.000000 Penalty: 6011.166992
	Iteration 27Q: 3 clusters Score -2.427586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24275856.000000 Penalty: 6011.166992
	Iteration 28Q: 3 clusters Score -2.427586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24275870.000000 Penalty: 6011.166992
	Iteration 29Q: 3 clusters Score -2.427587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24275870.000000 Penalty: 6011.166992
	Iteration 30F: 3 clusters Score -2.427587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82995 members 
Entering Unmasked Estep 
Score: -11078078.000000 Penalty: 2808.980713
	Iteration 0F: 2 clusters Score -1.107808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -11022510.000000 Penalty: 5617.961426
	Iteration 0F: 3 clusters Score -1.102251e+07 nChanged 38969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -11045118.000000 Penalty: 5617.961426
	Iteration 1F: 3 clusters Score -1.104512e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -11045914.000000 Penalty: 5617.961426
	Iteration 2Q: 3 clusters Score -1.104591e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -11047005.000000 Penalty: 5617.961426
	Iteration 3Q: 3 clusters Score -1.1047e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -11048365.000000 Penalty: 5617.961426
	Iteration 4Q: 3 clusters Score -1.104836e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -11050395.000000 Penalty: 5617.961426
	Iteration 5Q: 3 clusters Score -1.10504e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -11053362.000000 Penalty: 5617.961426
	Iteration 6F: 3 clusters Score -1.105336e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -11057497.000000 Penalty: 5617.961426
	Iteration 7F: 3 clusters Score -1.10575e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -11062297.000000 Penalty: 5617.961426
	Iteration 8F: 3 clusters Score -1.10623e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -11067166.000000 Penalty: 5617.961426
	Iteration 9F: 3 clusters Score -1.106717e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -11070962.000000 Penalty: 5617.961426
	Iteration 10F: 3 clusters Score -1.107096e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -11073216.000000 Penalty: 5617.961426
	Iteration 11Q: 3 clusters Score -1.107322e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -11074422.000000 Penalty: 5617.961426
	Iteration 12Q: 3 clusters Score -1.107442e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -11074914.000000 Penalty: 5617.961426
	Iteration 13Q: 3 clusters Score -1.107491e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -11075196.000000 Penalty: 5617.961426
	Iteration 14Q: 3 clusters Score -1.10752e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -11075357.000000 Penalty: 5617.961426
	Iteration 15Q: 3 clusters Score -1.107536e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -11075462.000000 Penalty: 5617.961426
	Iteration 16Q: 3 clusters Score -1.107546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -11075528.000000 Penalty: 5617.961426
	Iteration 17Q: 3 clusters Score -1.107553e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -11075572.000000 Penalty: 5617.961426
	Iteration 18Q: 3 clusters Score -1.107557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 82558 members 
Entering Unmasked Estep 
Score: -11075573.000000 Penalty: 5617.961426
	Iteration 19Q: 3 clusters Score -1.107557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -11075593.000000 Penalty: 5617.961426
	Iteration 20F: 3 clusters Score -1.107559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -11075610.000000 Penalty: 5617.961426
	Iteration 21Q: 3 clusters Score -1.107561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -11075608.000000 Penalty: 5617.961426
	Iteration 22Q: 3 clusters Score -1.107561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -11075625.000000 Penalty: 5617.961426
	Iteration 23Q: 3 clusters Score -1.107562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -11075626.000000 Penalty: 5617.961426
	Iteration 24Q: 3 clusters Score -1.107563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -11075640.000000 Penalty: 5617.961426
	Iteration 25Q: 3 clusters Score -1.107564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -11075642.000000 Penalty: 5617.961426
	Iteration 26Q: 3 clusters Score -1.107564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 82619 members 
Entering Unmasked Estep 
Score: -11075645.000000 Penalty: 5617.961426
	Iteration 27Q: 3 clusters Score -1.107564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -11075638.000000 Penalty: 5617.961426
	Iteration 28Q: 3 clusters Score -1.107564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -11075638.000000 Penalty: 5617.961426
	Iteration 29F: 3 clusters Score -1.107564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220296 members 
Entering Unmasked Estep 
Score: -29209976.000000 Penalty: 3051.076416
	Iteration 0F: 2 clusters Score -2.920998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -29072896.000000 Penalty: 6102.152832
	Iteration 0F: 3 clusters Score -2.90729e+07 nChanged 106130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -29134988.000000 Penalty: 6102.152832
	Iteration 1F: 3 clusters Score -2.913499e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -29135764.000000 Penalty: 6102.152832
	Iteration 2Q: 3 clusters Score -2.913576e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
Score: -29137180.000000 Penalty: 6102.152832
	Iteration 3Q: 3 clusters Score -2.913718e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 127027 members 
Entering Unmasked Estep 
Score: -29139578.000000 Penalty: 6102.152832
	Iteration 4Q: 3 clusters Score -2.913958e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -29144026.000000 Penalty: 6102.152832
	Iteration 5Q: 3 clusters Score -2.914403e+07 nChanged 13466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -29152588.000000 Penalty: 6102.152832
	Iteration 6F: 3 clusters Score -2.915259e+07 nChanged 17183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 166624 members 
Entering Unmasked Estep 
Score: -29166098.000000 Penalty: 6102.152832
	Iteration 7F: 3 clusters Score -2.91661e+07 nChanged 18868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -29181736.000000 Penalty: 6102.152832
	Iteration 8F: 3 clusters Score -2.918174e+07 nChanged 15452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 200918 members 
Entering Unmasked Estep 
Score: -29194096.000000 Penalty: 6102.152832
	Iteration 9F: 3 clusters Score -2.91941e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 210668 members 
Entering Unmasked Estep 
Score: -29200928.000000 Penalty: 6102.152832
	Iteration 10Q: 3 clusters Score -2.920093e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 215629 members 
Entering Unmasked Estep 
Score: -29204328.000000 Penalty: 6102.152832
	Iteration 11Q: 3 clusters Score -2.920433e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 217950 members 
Entering Unmasked Estep 
Score: -29205810.000000 Penalty: 6102.152832
	Iteration 12Q: 3 clusters Score -2.920581e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 218976 members 
Entering Unmasked Estep 
Score: -29206420.000000 Penalty: 6102.152832
	Iteration 13Q: 3 clusters Score -2.920642e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 219416 members 
Entering Unmasked Estep 
Score: -29206792.000000 Penalty: 6102.152832
	Iteration 14Q: 3 clusters Score -2.920679e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 219593 members 
Entering Unmasked Estep 
Score: -29206908.000000 Penalty: 6102.152832
	Iteration 15Q: 3 clusters Score -2.920691e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 219679 members 
Entering Unmasked Estep 
Score: -29207068.000000 Penalty: 6102.152832
	Iteration 16Q: 3 clusters Score -2.920707e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 219729 members 
Entering Unmasked Estep 
Score: -29207118.000000 Penalty: 6102.152832
	Iteration 17Q: 3 clusters Score -2.920712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 219756 members 
Entering Unmasked Estep 
Score: -29207158.000000 Penalty: 6102.152832
	Iteration 18Q: 3 clusters Score -2.920716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 219778 members 
Entering Unmasked Estep 
Score: -29207172.000000 Penalty: 6102.152832
	Iteration 19Q: 3 clusters Score -2.920717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 219803 members 
Entering Unmasked Estep 
Score: -29207226.000000 Penalty: 6102.152832
	Iteration 20F: 3 clusters Score -2.920723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 219814 members 
Entering Unmasked Estep 
Score: -29207254.000000 Penalty: 6102.152832
	Iteration 21Q: 3 clusters Score -2.920725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 219825 members 
Entering Unmasked Estep 
Score: -29207262.000000 Penalty: 6102.152832
	Iteration 22Q: 3 clusters Score -2.920726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 219828 members 
Entering Unmasked Estep 
Score: -29207262.000000 Penalty: 6102.152832
	Iteration 23Q: 3 clusters Score -2.920726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 219835 members 
Entering Unmasked Estep 
Score: -29207276.000000 Penalty: 6102.152832
	Iteration 24Q: 3 clusters Score -2.920728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 219839 members 
Entering Unmasked Estep 
Score: -29207288.000000 Penalty: 6102.152832
	Iteration 25Q: 3 clusters Score -2.920729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 219847 members 
Entering Unmasked Estep 
Score: -29207290.000000 Penalty: 6102.152832
	Iteration 26Q: 3 clusters Score -2.920729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 219851 members 
Entering Unmasked Estep 
Score: -29207296.000000 Penalty: 6102.152832
	Iteration 27Q: 3 clusters Score -2.92073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 219855 members 
Entering Unmasked Estep 
Score: -29207318.000000 Penalty: 6102.152832
	Iteration 28Q: 3 clusters Score -2.920732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 219858 members 
Entering Unmasked Estep 
Score: -29207312.000000 Penalty: 6102.152832
	Iteration 29Q: 3 clusters Score -2.920731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 219856 members 
Entering Unmasked Estep 
Score: -29207320.000000 Penalty: 6102.152832
	Iteration 30Q: 3 clusters Score -2.920732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 219856 members 
Entering Unmasked Estep 
Score: -29207324.000000 Penalty: 6102.152832
	Iteration 31Q: 3 clusters Score -2.920732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 219856 members 
Entering Unmasked Estep 
Score: -29207324.000000 Penalty: 6102.152832
	Iteration 32F: 3 clusters Score -2.920732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -58290.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56805.402344 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -56805.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57020.964844 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -57020.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57097.195312 Penalty: 3090.318848
	Iteration 2Q: 3 clusters Score -57097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57117.585938 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -57117.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57127.664062 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -57127.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57143.781250 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -57143.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57144.355469 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -57144.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57145.710938 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -57145.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57149.296875 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -57149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57149.296875 Penalty: 3090.318848
	Iteration 9F: 3 clusters Score -57149.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -376722.750000 Penalty: 1979.554565
	Iteration 0F: 2 clusters Score -376722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -373521.562500 Penalty: 3959.109131
	Iteration 0F: 3 clusters Score -373521.6 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -374237.156250 Penalty: 3959.109131
	Iteration 1F: 3 clusters Score -374237.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -374422.093750 Penalty: 3959.109131
	Iteration 2F: 3 clusters Score -374422.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -374569.937500 Penalty: 3959.109131
	Iteration 3F: 3 clusters Score -374569.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -374677.625000 Penalty: 3959.109131
	Iteration 4Q: 3 clusters Score -374677.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -374768.500000 Penalty: 3959.109131
	Iteration 5Q: 3 clusters Score -374768.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -374833.343750 Penalty: 3959.109131
	Iteration 6Q: 3 clusters Score -374833.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -374913.968750 Penalty: 3959.109131
	Iteration 7Q: 3 clusters Score -374914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -375013.000000 Penalty: 3959.109131
	Iteration 8Q: 3 clusters Score -375013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -375136.843750 Penalty: 3959.109131
	Iteration 9Q: 3 clusters Score -375136.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -375290.406250 Penalty: 3959.109131
	Iteration 10Q: 3 clusters Score -375290.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -375495.718750 Penalty: 3959.109131
	Iteration 11Q: 3 clusters Score -375495.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -375693.312500 Penalty: 3959.109131
	Iteration 12Q: 3 clusters Score -375693.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -375856.500000 Penalty: 3959.109131
	Iteration 13Q: 3 clusters Score -375856.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -375983.343750 Penalty: 3959.109131
	Iteration 14Q: 3 clusters Score -375983.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -376096.187500 Penalty: 3959.109131
	Iteration 15Q: 3 clusters Score -376096.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -376175.781250 Penalty: 3959.109131
	Iteration 16Q: 3 clusters Score -376175.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -376238.906250 Penalty: 3959.109131
	Iteration 17Q: 3 clusters Score -376238.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -376287.562500 Penalty: 3959.109131
	Iteration 18Q: 3 clusters Score -376287.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -376328.562500 Penalty: 3959.109131
	Iteration 19Q: 3 clusters Score -376328.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -376383.656250 Penalty: 3959.109131
	Iteration 20F: 3 clusters Score -376383.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -376442.343750 Penalty: 3959.109131
	Iteration 21Q: 3 clusters Score -376442.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -376487.406250 Penalty: 3959.109131
	Iteration 22Q: 3 clusters Score -376487.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -376503.031250 Penalty: 3959.109131
	Iteration 23Q: 3 clusters Score -376503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -376509.718750 Penalty: 3959.109131
	Iteration 24Q: 3 clusters Score -376509.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -376510.937500 Penalty: 3959.109131
	Iteration 25Q: 3 clusters Score -376510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -376511.656250 Penalty: 3959.109131
	Iteration 26Q: 3 clusters Score -376511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -376513.437500 Penalty: 3959.109131
	Iteration 27Q: 3 clusters Score -376513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -376514.031250 Penalty: 3959.109131
	Iteration 28Q: 3 clusters Score -376514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -376514.375000 Penalty: 3959.109131
	Iteration 29Q: 3 clusters Score -376514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -376514.375000 Penalty: 3959.109131
	Iteration 30F: 3 clusters Score -376514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -40917.453125 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -40917.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39713.570312 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -39713.57 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40336.828125 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -40336.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40591.964844 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -40591.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40739.027344 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -40739.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40819.046875 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -40819.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40917.199219 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -40917.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41066.156250 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -41066.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41122.343750 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -41122.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41141.984375 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -41141.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41155.730469 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -41155.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41163.964844 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -41163.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41195.863281 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -41195.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41343.816406 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -41343.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41370.554688 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -41370.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41374.640625 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -41374.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41379.046875 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -41379.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41388.160156 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -41388.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41391.085938 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -41391.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41391.085938 Penalty: 2993.598877
	Iteration 18F: 3 clusters Score -41391.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82995 members 
Mstep: Class 4 contains 220296 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54536 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161545 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Mstep: Class 31 contains 201 members 
Entering Unmasked Estep 
Score: -133248976.000000 Penalty: 106424.484375
Splitting cluster 7 changes total score from -133250504.000000 to -133248976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -185026.718750 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -185026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -182778.406250 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -182778.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -183114.656250 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -183114.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -183206.875000 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -183206.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -183247.375000 Penalty: 3605.729736
	Iteration 3Q: 3 clusters Score -183247.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -183276.484375 Penalty: 3605.729736
	Iteration 4Q: 3 clusters Score -183276.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -183300.625000 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -183300.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -183319.859375 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -183319.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183329.171875 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -183329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183330.406250 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -183330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183330.796875 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -183330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183332.171875 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -183332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183332.984375 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -183333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -183334.546875 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -183334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183335.937500 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -183335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -183337.687500 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -183337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -183340.218750 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -183340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -183341.140625 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -183341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -183343.343750 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -183343.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183347.531250 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -183347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183350.562500 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -183350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183352.953125 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -183353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183354.578125 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -183354.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -183354.578125 Penalty: 3605.729736
	Iteration 22F: 3 clusters Score -183354.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -403358.187500 Penalty: 2024.798706
	Iteration 0F: 2 clusters Score -403358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -399744.031250 Penalty: 4049.597412
	Iteration 0F: 3 clusters Score -399744 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -400460.906250 Penalty: 4049.597412
	Iteration 1F: 3 clusters Score -400460.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -400608.250000 Penalty: 4049.597412
	Iteration 2F: 3 clusters Score -400608.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -400703.656250 Penalty: 4049.597412
	Iteration 3Q: 3 clusters Score -400703.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -400765.937500 Penalty: 4049.597412
	Iteration 4Q: 3 clusters Score -400765.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -400814.468750 Penalty: 4049.597412
	Iteration 5Q: 3 clusters Score -400814.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -400852.687500 Penalty: 4049.597412
	Iteration 6Q: 3 clusters Score -400852.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -400891.343750 Penalty: 4049.597412
	Iteration 7Q: 3 clusters Score -400891.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -400917.843750 Penalty: 4049.597412
	Iteration 8Q: 3 clusters Score -400917.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -400943.343750 Penalty: 4049.597412
	Iteration 9Q: 3 clusters Score -400943.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -400964.656250 Penalty: 4049.597412
	Iteration 10Q: 3 clusters Score -400964.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -400983.812500 Penalty: 4049.597412
	Iteration 11Q: 3 clusters Score -400983.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -401001.375000 Penalty: 4049.597412
	Iteration 12Q: 3 clusters Score -401001.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -401020.750000 Penalty: 4049.597412
	Iteration 13Q: 3 clusters Score -401020.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -401041.062500 Penalty: 4049.597412
	Iteration 14Q: 3 clusters Score -401041.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -401058.843750 Penalty: 4049.597412
	Iteration 15Q: 3 clusters Score -401058.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -401082.062500 Penalty: 4049.597412
	Iteration 16Q: 3 clusters Score -401082.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -401107.031250 Penalty: 4049.597412
	Iteration 17Q: 3 clusters Score -401107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -401134.093750 Penalty: 4049.597412
	Iteration 18Q: 3 clusters Score -401134.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -401157.343750 Penalty: 4049.597412
	Iteration 19Q: 3 clusters Score -401157.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -401186.937500 Penalty: 4049.597412
	Iteration 20F: 3 clusters Score -401186.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -401212.343750 Penalty: 4049.597412
	Iteration 21Q: 3 clusters Score -401212.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -401240.125000 Penalty: 4049.597412
	Iteration 22Q: 3 clusters Score -401240.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -401262.875000 Penalty: 4049.597412
	Iteration 23Q: 3 clusters Score -401262.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -401286.562500 Penalty: 4049.597412
	Iteration 24Q: 3 clusters Score -401286.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -401309.156250 Penalty: 4049.597412
	Iteration 25Q: 3 clusters Score -401309.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -401324.562500 Penalty: 4049.597412
	Iteration 26Q: 3 clusters Score -401324.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -401343.093750 Penalty: 4049.597412
	Iteration 27Q: 3 clusters Score -401343.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -401363.437500 Penalty: 4049.597412
	Iteration 28Q: 3 clusters Score -401363.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -401376.156250 Penalty: 4049.597412
	Iteration 29Q: 3 clusters Score -401376.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -401388.718750 Penalty: 4049.597412
	Iteration 30Q: 3 clusters Score -401388.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -401397.687500 Penalty: 4049.597412
	Iteration 31Q: 3 clusters Score -401397.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -401405.000000 Penalty: 4049.597412
	Iteration 32Q: 3 clusters Score -401405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -401414.093750 Penalty: 4049.597412
	Iteration 33Q: 3 clusters Score -401414.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -401423.781250 Penalty: 4049.597412
	Iteration 34Q: 3 clusters Score -401423.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -401434.468750 Penalty: 4049.597412
	Iteration 35Q: 3 clusters Score -401434.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -401442.968750 Penalty: 4049.597412
	Iteration 36Q: 3 clusters Score -401443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -401452.125000 Penalty: 4049.597412
	Iteration 37Q: 3 clusters Score -401452.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -401459.250000 Penalty: 4049.597412
	Iteration 38Q: 3 clusters Score -401459.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -401471.312500 Penalty: 4049.597412
	Iteration 39Q: 3 clusters Score -401471.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -401482.437500 Penalty: 4049.597412
	Iteration 40F: 3 clusters Score -401482.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -401492.843750 Penalty: 4049.597412
	Iteration 41Q: 3 clusters Score -401492.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -401498.500000 Penalty: 4049.597412
	Iteration 42Q: 3 clusters Score -401498.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -401507.687500 Penalty: 4049.597412
	Iteration 43Q: 3 clusters Score -401507.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -401514.218750 Penalty: 4049.597412
	Iteration 44Q: 3 clusters Score -401514.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -401523.937500 Penalty: 4049.597412
	Iteration 45Q: 3 clusters Score -401523.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -401533.343750 Penalty: 4049.597412
	Iteration 46Q: 3 clusters Score -401533.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -401539.062500 Penalty: 4049.597412
	Iteration 47Q: 3 clusters Score -401539.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -401544.906250 Penalty: 4049.597412
	Iteration 48Q: 3 clusters Score -401544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -401550.218750 Penalty: 4049.597412
	Iteration 49Q: 3 clusters Score -401550.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -401556.187500 Penalty: 4049.597412
	Iteration 50Q: 3 clusters Score -401556.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -401560.937500 Penalty: 4049.597412
	Iteration 51Q: 3 clusters Score -401560.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -401566.781250 Penalty: 4049.597412
	Iteration 52Q: 3 clusters Score -401566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -401572.437500 Penalty: 4049.597412
	Iteration 53Q: 3 clusters Score -401572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -401574.312500 Penalty: 4049.597412
	Iteration 54Q: 3 clusters Score -401574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -401577.250000 Penalty: 4049.597412
	Iteration 55Q: 3 clusters Score -401577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -401577.968750 Penalty: 4049.597412
	Iteration 56Q: 3 clusters Score -401578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -401581.093750 Penalty: 4049.597412
	Iteration 57Q: 3 clusters Score -401581.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -401584.468750 Penalty: 4049.597412
	Iteration 58Q: 3 clusters Score -401584.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -401588.468750 Penalty: 4049.597412
	Iteration 59Q: 3 clusters Score -401588.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -401591.187500 Penalty: 4049.597412
	Iteration 60F: 3 clusters Score -401591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -401595.406250 Penalty: 4049.597412
	Iteration 61Q: 3 clusters Score -401595.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -401599.656250 Penalty: 4049.597412
	Iteration 62Q: 3 clusters Score -401599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -401602.437500 Penalty: 4049.597412
	Iteration 63Q: 3 clusters Score -401602.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -401604.375000 Penalty: 4049.597412
	Iteration 64Q: 3 clusters Score -401604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -401607.156250 Penalty: 4049.597412
	Iteration 65Q: 3 clusters Score -401607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -401611.156250 Penalty: 4049.597412
	Iteration 66Q: 3 clusters Score -401611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -401613.718750 Penalty: 4049.597412
	Iteration 67Q: 3 clusters Score -401613.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -401622.437500 Penalty: 4049.597412
	Iteration 68Q: 3 clusters Score -401622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -401626.187500 Penalty: 4049.597412
	Iteration 69Q: 3 clusters Score -401626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -401629.250000 Penalty: 4049.597412
	Iteration 70Q: 3 clusters Score -401629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -401632.312500 Penalty: 4049.597412
	Iteration 71Q: 3 clusters Score -401632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -401633.843750 Penalty: 4049.597412
	Iteration 72Q: 3 clusters Score -401633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -401634.968750 Penalty: 4049.597412
	Iteration 73Q: 3 clusters Score -401635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -401634.906250 Penalty: 4049.597412
	Iteration 74Q: 3 clusters Score -401634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -401635.375000 Penalty: 4049.597412
	Iteration 75Q: 3 clusters Score -401635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -401635.375000 Penalty: 4049.597412
	Iteration 76F: 3 clusters Score -401635.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Entering Unmasked Estep 
Score: -5181052.500000 Penalty: 2627.338379
	Iteration 0F: 2 clusters Score -5181052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -5153958.500000 Penalty: 5254.676758
	Iteration 0F: 3 clusters Score -5153958 nChanged 18192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5164014.000000 Penalty: 5254.676758
	Iteration 1F: 3 clusters Score -5164014 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -5164516.000000 Penalty: 5254.676758
	Iteration 2Q: 3 clusters Score -5164516 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5164925.500000 Penalty: 5254.676758
	Iteration 3Q: 3 clusters Score -5164926 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5165358.500000 Penalty: 5254.676758
	Iteration 4Q: 3 clusters Score -5165358 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -5165854.000000 Penalty: 5254.676758
	Iteration 5Q: 3 clusters Score -5165854 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -5166449.500000 Penalty: 5254.676758
	Iteration 6Q: 3 clusters Score -5166450 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -5167277.000000 Penalty: 5254.676758
	Iteration 7Q: 3 clusters Score -5167277 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -5168421.500000 Penalty: 5254.676758
	Iteration 8Q: 3 clusters Score -5168422 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -5169972.500000 Penalty: 5254.676758
	Iteration 9F: 3 clusters Score -5169972 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -5171897.000000 Penalty: 5254.676758
	Iteration 10F: 3 clusters Score -5171897 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -5173883.000000 Penalty: 5254.676758
	Iteration 11F: 3 clusters Score -5173883 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5175498.000000 Penalty: 5254.676758
	Iteration 12Q: 3 clusters Score -5175498 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -5176528.500000 Penalty: 5254.676758
	Iteration 13Q: 3 clusters Score -5176528 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5177236.000000 Penalty: 5254.676758
	Iteration 14Q: 3 clusters Score -5177236 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5177731.000000 Penalty: 5254.676758
	Iteration 15Q: 3 clusters Score -5177731 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5178071.000000 Penalty: 5254.676758
	Iteration 16Q: 3 clusters Score -5178071 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5178287.500000 Penalty: 5254.676758
	Iteration 17Q: 3 clusters Score -5178288 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5178416.500000 Penalty: 5254.676758
	Iteration 18Q: 3 clusters Score -5178416 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5178486.000000 Penalty: 5254.676758
	Iteration 19Q: 3 clusters Score -5178486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5178560.000000 Penalty: 5254.676758
	Iteration 20F: 3 clusters Score -5178560 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5178622.500000 Penalty: 5254.676758
	Iteration 21Q: 3 clusters Score -5178622 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5178694.000000 Penalty: 5254.676758
	Iteration 22Q: 3 clusters Score -5178694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5178727.000000 Penalty: 5254.676758
	Iteration 23Q: 3 clusters Score -5178727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5178749.500000 Penalty: 5254.676758
	Iteration 24Q: 3 clusters Score -5178750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5178767.000000 Penalty: 5254.676758
	Iteration 25Q: 3 clusters Score -5178767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5178779.000000 Penalty: 5254.676758
	Iteration 26Q: 3 clusters Score -5178779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5178784.500000 Penalty: 5254.676758
	Iteration 27Q: 3 clusters Score -5178784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5178802.000000 Penalty: 5254.676758
	Iteration 28Q: 3 clusters Score -5178802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5178812.500000 Penalty: 5254.676758
	Iteration 29Q: 3 clusters Score -5178812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5178818.500000 Penalty: 5254.676758
	Iteration 30Q: 3 clusters Score -5178818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5178827.000000 Penalty: 5254.676758
	Iteration 31Q: 3 clusters Score -5178827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5178826.500000 Penalty: 5254.676758
	Iteration 32Q: 3 clusters Score -5178826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5178842.000000 Penalty: 5254.676758
	Iteration 33Q: 3 clusters Score -5178842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5178849.000000 Penalty: 5254.676758
	Iteration 34Q: 3 clusters Score -5178849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5178846.500000 Penalty: 5254.676758
	Iteration 35Q: 3 clusters Score -5178846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5178846.500000 Penalty: 5254.676758
	Iteration 36Q: 3 clusters Score -5178846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5178845.500000 Penalty: 5254.676758
	Iteration 37Q: 3 clusters Score -5178846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5178845.000000 Penalty: 5254.676758
	Iteration 38Q: 3 clusters Score -5178845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5178851.500000 Penalty: 5254.676758
	Iteration 39Q: 3 clusters Score -5178852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5178851.500000 Penalty: 5254.676758
	Iteration 40F: 3 clusters Score -5178852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5178854.000000 Penalty: 5254.676758
	Iteration 41Q: 3 clusters Score -5178854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5178848.000000 Penalty: 5254.676758
	Iteration 42Q: 3 clusters Score -5178848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5178850.000000 Penalty: 5254.676758
	Iteration 43Q: 3 clusters Score -5178850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5178852.500000 Penalty: 5254.676758
	Iteration 44Q: 3 clusters Score -5178852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5178859.000000 Penalty: 5254.676758
	Iteration 45Q: 3 clusters Score -5178859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5178858.000000 Penalty: 5254.676758
	Iteration 46Q: 3 clusters Score -5178858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5178862.500000 Penalty: 5254.676758
	Iteration 47Q: 3 clusters Score -5178862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5178861.500000 Penalty: 5254.676758
	Iteration 48Q: 3 clusters Score -5178862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5178859.500000 Penalty: 5254.676758
	Iteration 49Q: 3 clusters Score -5178860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5178860.000000 Penalty: 5254.676758
	Iteration 50Q: 3 clusters Score -5178860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5178860.500000 Penalty: 5254.676758
	Iteration 51Q: 3 clusters Score -5178860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5178859.500000 Penalty: 5254.676758
	Iteration 52Q: 3 clusters Score -5178860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5178859.500000 Penalty: 5254.676758
	Iteration 53F: 3 clusters Score -5178860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -393900.937500 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -393900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -390575.625000 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -390575.6 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -391333.156250 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -391333.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -391694.093750 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -391694.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -392227.250000 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -392227.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -392876.843750 Penalty: 3993.307129
	Iteration 4F: 3 clusters Score -392876.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -393390.437500 Penalty: 3993.307129
	Iteration 5F: 3 clusters Score -393390.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -393739.468750 Penalty: 3993.307129
	Iteration 6F: 3 clusters Score -393739.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -393984.406250 Penalty: 3993.307129
	Iteration 7F: 3 clusters Score -393984.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -394146.218750 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -394146.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -394230.781250 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -394230.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -394269.656250 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -394269.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -394293.812500 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -394293.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -394308.750000 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -394308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -394316.125000 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -394316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -394317.906250 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -394317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -394318.875000 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -394318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -394318.875000 Penalty: 3993.307129
	Iteration 16F: 3 clusters Score -394318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82995 members 
Mstep: Class 4 contains 220296 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54536 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161545 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Mstep: Class 31 contains 1224 members 
Entering Unmasked Estep 
Score: -133249512.000000 Penalty: 106424.484375
Splitting cluster 11 changes total score from -133250504.000000 to -133249512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -92156.437500 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -92156.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90445.578125 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -90445.58 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90652.476562 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -90652.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90710.882812 Penalty: 3261.237549
	Iteration 2Q: 3 clusters Score -90710.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90742.273438 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -90742.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90758.953125 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -90758.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90768.179688 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -90768.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -90775.851562 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -90775.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -90785.882812 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -90785.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90801.531250 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -90801.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90813.000000 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -90813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90821.750000 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -90821.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90833.750000 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -90833.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90851.632812 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -90851.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90851.632812 Penalty: 3261.237549
	Iteration 13F: 3 clusters Score -90851.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -864300.875000 Penalty: 2172.203125
	Iteration 0F: 2 clusters Score -864300.9 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 3183 members 
Entering Unmasked Estep 
Score: -858927.687500 Penalty: 4344.406250
	Iteration 0F: 3 clusters Score -858927.7 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -860304.875000 Penalty: 4344.406250
	Iteration 1F: 3 clusters Score -860304.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -860517.812500 Penalty: 4344.406250
	Iteration 2F: 3 clusters Score -860517.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -860655.750000 Penalty: 4344.406250
	Iteration 3Q: 3 clusters Score -860655.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -860756.875000 Penalty: 4344.406250
	Iteration 4Q: 3 clusters Score -860756.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -860824.812500 Penalty: 4344.406250
	Iteration 5Q: 3 clusters Score -860824.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -860875.500000 Penalty: 4344.406250
	Iteration 6Q: 3 clusters Score -860875.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -860917.812500 Penalty: 4344.406250
	Iteration 7Q: 3 clusters Score -860917.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -860952.937500 Penalty: 4344.406250
	Iteration 8Q: 3 clusters Score -860952.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -860975.375000 Penalty: 4344.406250
	Iteration 9Q: 3 clusters Score -860975.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -860999.625000 Penalty: 4344.406250
	Iteration 10Q: 3 clusters Score -860999.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -861028.500000 Penalty: 4344.406250
	Iteration 11Q: 3 clusters Score -861028.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -861054.500000 Penalty: 4344.406250
	Iteration 12Q: 3 clusters Score -861054.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -861076.562500 Penalty: 4344.406250
	Iteration 13Q: 3 clusters Score -861076.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -861088.625000 Penalty: 4344.406250
	Iteration 14Q: 3 clusters Score -861088.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -861104.062500 Penalty: 4344.406250
	Iteration 15Q: 3 clusters Score -861104.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -861118.687500 Penalty: 4344.406250
	Iteration 16Q: 3 clusters Score -861118.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -861133.562500 Penalty: 4344.406250
	Iteration 17Q: 3 clusters Score -861133.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -861152.125000 Penalty: 4344.406250
	Iteration 18Q: 3 clusters Score -861152.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -861166.125000 Penalty: 4344.406250
	Iteration 19Q: 3 clusters Score -861166.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -861177.437500 Penalty: 4344.406250
	Iteration 20F: 3 clusters Score -861177.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -861186.312500 Penalty: 4344.406250
	Iteration 21Q: 3 clusters Score -861186.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -861199.187500 Penalty: 4344.406250
	Iteration 22Q: 3 clusters Score -861199.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -861208.562500 Penalty: 4344.406250
	Iteration 23Q: 3 clusters Score -861208.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -861215.500000 Penalty: 4344.406250
	Iteration 24Q: 3 clusters Score -861215.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -861224.625000 Penalty: 4344.406250
	Iteration 25Q: 3 clusters Score -861224.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -861228.250000 Penalty: 4344.406250
	Iteration 26Q: 3 clusters Score -861228.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -861236.875000 Penalty: 4344.406250
	Iteration 27Q: 3 clusters Score -861236.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -861242.562500 Penalty: 4344.406250
	Iteration 28Q: 3 clusters Score -861242.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -861245.687500 Penalty: 4344.406250
	Iteration 29Q: 3 clusters Score -861245.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -861252.375000 Penalty: 4344.406250
	Iteration 30Q: 3 clusters Score -861252.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -861257.875000 Penalty: 4344.406250
	Iteration 31Q: 3 clusters Score -861257.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -861265.562500 Penalty: 4344.406250
	Iteration 32Q: 3 clusters Score -861265.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -861270.500000 Penalty: 4344.406250
	Iteration 33Q: 3 clusters Score -861270.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -861276.812500 Penalty: 4344.406250
	Iteration 34Q: 3 clusters Score -861276.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -861281.812500 Penalty: 4344.406250
	Iteration 35Q: 3 clusters Score -861281.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -861287.562500 Penalty: 4344.406250
	Iteration 36Q: 3 clusters Score -861287.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -861294.187500 Penalty: 4344.406250
	Iteration 37Q: 3 clusters Score -861294.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -861297.812500 Penalty: 4344.406250
	Iteration 38Q: 3 clusters Score -861297.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -861302.250000 Penalty: 4344.406250
	Iteration 39Q: 3 clusters Score -861302.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -861305.687500 Penalty: 4344.406250
	Iteration 40F: 3 clusters Score -861305.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -861316.000000 Penalty: 4344.406250
	Iteration 41Q: 3 clusters Score -861316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -861324.125000 Penalty: 4344.406250
	Iteration 42Q: 3 clusters Score -861324.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -861333.187500 Penalty: 4344.406250
	Iteration 43Q: 3 clusters Score -861333.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -861341.125000 Penalty: 4344.406250
	Iteration 44Q: 3 clusters Score -861341.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -861351.312500 Penalty: 4344.406250
	Iteration 45Q: 3 clusters Score -861351.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -861358.500000 Penalty: 4344.406250
	Iteration 46Q: 3 clusters Score -861358.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -861372.000000 Penalty: 4344.406250
	Iteration 47Q: 3 clusters Score -861372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -861393.875000 Penalty: 4344.406250
	Iteration 48Q: 3 clusters Score -861393.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -861417.875000 Penalty: 4344.406250
	Iteration 49Q: 3 clusters Score -861417.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -861438.437500 Penalty: 4344.406250
	Iteration 50Q: 3 clusters Score -861438.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -861459.500000 Penalty: 4344.406250
	Iteration 51Q: 3 clusters Score -861459.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -861483.437500 Penalty: 4344.406250
	Iteration 52Q: 3 clusters Score -861483.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -861505.625000 Penalty: 4344.406250
	Iteration 53Q: 3 clusters Score -861505.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -861527.062500 Penalty: 4344.406250
	Iteration 54Q: 3 clusters Score -861527.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -861555.062500 Penalty: 4344.406250
	Iteration 55Q: 3 clusters Score -861555.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -861578.187500 Penalty: 4344.406250
	Iteration 56Q: 3 clusters Score -861578.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -861598.062500 Penalty: 4344.406250
	Iteration 57Q: 3 clusters Score -861598.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -861628.687500 Penalty: 4344.406250
	Iteration 58Q: 3 clusters Score -861628.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -861664.937500 Penalty: 4344.406250
	Iteration 59Q: 3 clusters Score -861664.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -861697.750000 Penalty: 4344.406250
	Iteration 60F: 3 clusters Score -861697.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -861730.312500 Penalty: 4344.406250
	Iteration 61Q: 3 clusters Score -861730.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -861764.625000 Penalty: 4344.406250
	Iteration 62Q: 3 clusters Score -861764.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -861799.937500 Penalty: 4344.406250
	Iteration 63Q: 3 clusters Score -861799.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -861829.812500 Penalty: 4344.406250
	Iteration 64Q: 3 clusters Score -861829.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -861862.375000 Penalty: 4344.406250
	Iteration 65Q: 3 clusters Score -861862.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -861891.062500 Penalty: 4344.406250
	Iteration 66Q: 3 clusters Score -861891.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -861918.000000 Penalty: 4344.406250
	Iteration 67Q: 3 clusters Score -861918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -861944.125000 Penalty: 4344.406250
	Iteration 68Q: 3 clusters Score -861944.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -861964.500000 Penalty: 4344.406250
	Iteration 69Q: 3 clusters Score -861964.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -861979.375000 Penalty: 4344.406250
	Iteration 70Q: 3 clusters Score -861979.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -861995.500000 Penalty: 4344.406250
	Iteration 71Q: 3 clusters Score -861995.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -862016.125000 Penalty: 4344.406250
	Iteration 72Q: 3 clusters Score -862016.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -862030.562500 Penalty: 4344.406250
	Iteration 73Q: 3 clusters Score -862030.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -862046.062500 Penalty: 4344.406250
	Iteration 74Q: 3 clusters Score -862046.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -862059.000000 Penalty: 4344.406250
	Iteration 75Q: 3 clusters Score -862059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -862080.562500 Penalty: 4344.406250
	Iteration 76Q: 3 clusters Score -862080.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -862101.437500 Penalty: 4344.406250
	Iteration 77Q: 3 clusters Score -862101.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -862118.375000 Penalty: 4344.406250
	Iteration 78Q: 3 clusters Score -862118.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -862125.875000 Penalty: 4344.406250
	Iteration 79Q: 3 clusters Score -862125.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -862143.500000 Penalty: 4344.406250
	Iteration 80F: 3 clusters Score -862143.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -862154.625000 Penalty: 4344.406250
	Iteration 81Q: 3 clusters Score -862154.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -862163.812500 Penalty: 4344.406250
	Iteration 82Q: 3 clusters Score -862163.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -862171.687500 Penalty: 4344.406250
	Iteration 83Q: 3 clusters Score -862171.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -862178.187500 Penalty: 4344.406250
	Iteration 84Q: 3 clusters Score -862178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -862184.937500 Penalty: 4344.406250
	Iteration 85Q: 3 clusters Score -862184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -862190.062500 Penalty: 4344.406250
	Iteration 86Q: 3 clusters Score -862190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -862196.062500 Penalty: 4344.406250
	Iteration 87Q: 3 clusters Score -862196.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -862206.000000 Penalty: 4344.406250
	Iteration 88Q: 3 clusters Score -862206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -862212.125000 Penalty: 4344.406250
	Iteration 89Q: 3 clusters Score -862212.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -862215.625000 Penalty: 4344.406250
	Iteration 90Q: 3 clusters Score -862215.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -862225.937500 Penalty: 4344.406250
	Iteration 91Q: 3 clusters Score -862225.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -862236.937500 Penalty: 4344.406250
	Iteration 92Q: 3 clusters Score -862236.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -862249.062500 Penalty: 4344.406250
	Iteration 93Q: 3 clusters Score -862249.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -862256.625000 Penalty: 4344.406250
	Iteration 94Q: 3 clusters Score -862256.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -862265.687500 Penalty: 4344.406250
	Iteration 95Q: 3 clusters Score -862265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -862271.375000 Penalty: 4344.406250
	Iteration 96Q: 3 clusters Score -862271.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -862278.375000 Penalty: 4344.406250
	Iteration 97Q: 3 clusters Score -862278.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -862280.875000 Penalty: 4344.406250
	Iteration 98Q: 3 clusters Score -862280.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -862287.750000 Penalty: 4344.406250
	Iteration 99Q: 3 clusters Score -862287.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -862293.187500 Penalty: 4344.406250
	Iteration 100F: 3 clusters Score -862293.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -862298.250000 Penalty: 4344.406250
	Iteration 101Q: 3 clusters Score -862298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -862307.187500 Penalty: 4344.406250
	Iteration 102Q: 3 clusters Score -862307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -862314.687500 Penalty: 4344.406250
	Iteration 103Q: 3 clusters Score -862314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -862325.187500 Penalty: 4344.406250
	Iteration 104Q: 3 clusters Score -862325.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -862328.312500 Penalty: 4344.406250
	Iteration 105Q: 3 clusters Score -862328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -862330.437500 Penalty: 4344.406250
	Iteration 106Q: 3 clusters Score -862330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -862336.312500 Penalty: 4344.406250
	Iteration 107Q: 3 clusters Score -862336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -862339.750000 Penalty: 4344.406250
	Iteration 108Q: 3 clusters Score -862339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -862341.437500 Penalty: 4344.406250
	Iteration 109Q: 3 clusters Score -862341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -862343.250000 Penalty: 4344.406250
	Iteration 110Q: 3 clusters Score -862343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -862343.312500 Penalty: 4344.406250
	Iteration 111Q: 3 clusters Score -862343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -862342.375000 Penalty: 4344.406250
	Iteration 112Q: 3 clusters Score -862342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -862343.437500 Penalty: 4344.406250
	Iteration 113Q: 3 clusters Score -862343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -862343.437500 Penalty: 4344.406250
	Iteration 114F: 3 clusters Score -862343.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1390027.750000 Penalty: 2298.685303
	Iteration 0F: 2 clusters Score -1390028 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 5339 members 
Entering Unmasked Estep 
Score: -1382020.750000 Penalty: 4597.370605
	Iteration 0F: 3 clusters Score -1382021 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1384293.125000 Penalty: 4597.370605
	Iteration 1F: 3 clusters Score -1384293 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1384597.375000 Penalty: 4597.370605
	Iteration 2F: 3 clusters Score -1384597 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1384804.375000 Penalty: 4597.370605
	Iteration 3Q: 3 clusters Score -1384804 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1384969.000000 Penalty: 4597.370605
	Iteration 4Q: 3 clusters Score -1384969 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1385098.625000 Penalty: 4597.370605
	Iteration 5Q: 3 clusters Score -1385099 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1385221.875000 Penalty: 4597.370605
	Iteration 6Q: 3 clusters Score -1385222 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1385361.125000 Penalty: 4597.370605
	Iteration 7Q: 3 clusters Score -1385361 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1385526.375000 Penalty: 4597.370605
	Iteration 8Q: 3 clusters Score -1385526 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1385699.375000 Penalty: 4597.370605
	Iteration 9Q: 3 clusters Score -1385699 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1385950.250000 Penalty: 4597.370605
	Iteration 10Q: 3 clusters Score -1385950 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1386218.250000 Penalty: 4597.370605
	Iteration 11Q: 3 clusters Score -1386218 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1386496.125000 Penalty: 4597.370605
	Iteration 12Q: 3 clusters Score -1386496 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1386771.625000 Penalty: 4597.370605
	Iteration 13Q: 3 clusters Score -1386772 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1387040.375000 Penalty: 4597.370605
	Iteration 14Q: 3 clusters Score -1387040 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1387272.750000 Penalty: 4597.370605
	Iteration 15Q: 3 clusters Score -1387273 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1387467.750000 Penalty: 4597.370605
	Iteration 16Q: 3 clusters Score -1387468 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1387593.750000 Penalty: 4597.370605
	Iteration 17Q: 3 clusters Score -1387594 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1387682.250000 Penalty: 4597.370605
	Iteration 18Q: 3 clusters Score -1387682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1387745.375000 Penalty: 4597.370605
	Iteration 19Q: 3 clusters Score -1387745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1387814.750000 Penalty: 4597.370605
	Iteration 20F: 3 clusters Score -1387815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1387866.375000 Penalty: 4597.370605
	Iteration 21Q: 3 clusters Score -1387866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1387896.375000 Penalty: 4597.370605
	Iteration 22Q: 3 clusters Score -1387896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1387926.375000 Penalty: 4597.370605
	Iteration 23Q: 3 clusters Score -1387926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1387947.500000 Penalty: 4597.370605
	Iteration 24Q: 3 clusters Score -1387948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1387966.750000 Penalty: 4597.370605
	Iteration 25Q: 3 clusters Score -1387967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1387974.750000 Penalty: 4597.370605
	Iteration 26Q: 3 clusters Score -1387975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1387984.875000 Penalty: 4597.370605
	Iteration 27Q: 3 clusters Score -1387985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1387989.000000 Penalty: 4597.370605
	Iteration 28Q: 3 clusters Score -1387989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1387999.000000 Penalty: 4597.370605
	Iteration 29Q: 3 clusters Score -1387999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1388006.375000 Penalty: 4597.370605
	Iteration 30Q: 3 clusters Score -1388006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1388015.875000 Penalty: 4597.370605
	Iteration 31Q: 3 clusters Score -1388016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1388027.750000 Penalty: 4597.370605
	Iteration 32Q: 3 clusters Score -1388028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1388031.625000 Penalty: 4597.370605
	Iteration 33Q: 3 clusters Score -1388032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1388031.750000 Penalty: 4597.370605
	Iteration 34Q: 3 clusters Score -1388032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1388036.500000 Penalty: 4597.370605
	Iteration 35Q: 3 clusters Score -1388036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1388037.500000 Penalty: 4597.370605
	Iteration 36Q: 3 clusters Score -1388038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1388037.500000 Penalty: 4597.370605
	Iteration 37F: 3 clusters Score -1388038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Entering Unmasked Estep 
Score: -5860074.000000 Penalty: 2669.422607
	Iteration 0F: 2 clusters Score -5860074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5828359.000000 Penalty: 5338.845215
	Iteration 0F: 3 clusters Score -5828359 nChanged 21621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5840612.500000 Penalty: 5338.845215
	Iteration 1F: 3 clusters Score -5840612 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -5841261.500000 Penalty: 5338.845215
	Iteration 2Q: 3 clusters Score -5841262 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -5841979.500000 Penalty: 5338.845215
	Iteration 3Q: 3 clusters Score -5841980 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -5842845.000000 Penalty: 5338.845215
	Iteration 4Q: 3 clusters Score -5842845 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -5843737.000000 Penalty: 5338.845215
	Iteration 5Q: 3 clusters Score -5843737 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -5844869.000000 Penalty: 5338.845215
	Iteration 6Q: 3 clusters Score -5844869 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -5846366.500000 Penalty: 5338.845215
	Iteration 7F: 3 clusters Score -5846366 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -5848213.500000 Penalty: 5338.845215
	Iteration 8F: 3 clusters Score -5848214 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -5850125.500000 Penalty: 5338.845215
	Iteration 9F: 3 clusters Score -5850126 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -5851752.000000 Penalty: 5338.845215
	Iteration 10F: 3 clusters Score -5851752 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5852788.000000 Penalty: 5338.845215
	Iteration 11Q: 3 clusters Score -5852788 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5853246.500000 Penalty: 5338.845215
	Iteration 12Q: 3 clusters Score -5853246 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -5853504.500000 Penalty: 5338.845215
	Iteration 13Q: 3 clusters Score -5853504 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5853674.000000 Penalty: 5338.845215
	Iteration 14Q: 3 clusters Score -5853674 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -5853809.000000 Penalty: 5338.845215
	Iteration 15Q: 3 clusters Score -5853809 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -5853898.500000 Penalty: 5338.845215
	Iteration 16Q: 3 clusters Score -5853898 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -5853972.000000 Penalty: 5338.845215
	Iteration 17Q: 3 clusters Score -5853972 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -5854040.000000 Penalty: 5338.845215
	Iteration 18Q: 3 clusters Score -5854040 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -5854102.500000 Penalty: 5338.845215
	Iteration 19Q: 3 clusters Score -5854102 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -5854196.000000 Penalty: 5338.845215
	Iteration 20F: 3 clusters Score -5854196 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -5854255.000000 Penalty: 5338.845215
	Iteration 21Q: 3 clusters Score -5854255 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -5854299.500000 Penalty: 5338.845215
	Iteration 22Q: 3 clusters Score -5854300 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -5854361.500000 Penalty: 5338.845215
	Iteration 23Q: 3 clusters Score -5854362 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -5854400.500000 Penalty: 5338.845215
	Iteration 24Q: 3 clusters Score -5854400 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -5854450.500000 Penalty: 5338.845215
	Iteration 25Q: 3 clusters Score -5854450 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -5854534.500000 Penalty: 5338.845215
	Iteration 26Q: 3 clusters Score -5854534 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -5854587.500000 Penalty: 5338.845215
	Iteration 27Q: 3 clusters Score -5854588 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -5854664.000000 Penalty: 5338.845215
	Iteration 28Q: 3 clusters Score -5854664 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -5854726.000000 Penalty: 5338.845215
	Iteration 29Q: 3 clusters Score -5854726 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -5854781.500000 Penalty: 5338.845215
	Iteration 30Q: 3 clusters Score -5854782 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5854859.500000 Penalty: 5338.845215
	Iteration 31Q: 3 clusters Score -5854860 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -5854942.000000 Penalty: 5338.845215
	Iteration 32Q: 3 clusters Score -5854942 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -5855023.000000 Penalty: 5338.845215
	Iteration 33Q: 3 clusters Score -5855023 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -5855091.000000 Penalty: 5338.845215
	Iteration 34Q: 3 clusters Score -5855091 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5855152.500000 Penalty: 5338.845215
	Iteration 35Q: 3 clusters Score -5855152 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -5855237.000000 Penalty: 5338.845215
	Iteration 36Q: 3 clusters Score -5855237 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5855346.500000 Penalty: 5338.845215
	Iteration 37Q: 3 clusters Score -5855346 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5855426.000000 Penalty: 5338.845215
	Iteration 38Q: 3 clusters Score -5855426 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5855553.500000 Penalty: 5338.845215
	Iteration 39Q: 3 clusters Score -5855554 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -5855656.500000 Penalty: 5338.845215
	Iteration 40F: 3 clusters Score -5855656 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -5855765.500000 Penalty: 5338.845215
	Iteration 41Q: 3 clusters Score -5855766 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -5855872.500000 Penalty: 5338.845215
	Iteration 42Q: 3 clusters Score -5855872 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -5855984.000000 Penalty: 5338.845215
	Iteration 43Q: 3 clusters Score -5855984 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -5856085.500000 Penalty: 5338.845215
	Iteration 44Q: 3 clusters Score -5856086 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5856159.000000 Penalty: 5338.845215
	Iteration 45Q: 3 clusters Score -5856159 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5856265.500000 Penalty: 5338.845215
	Iteration 46Q: 3 clusters Score -5856266 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5856410.000000 Penalty: 5338.845215
	Iteration 47Q: 3 clusters Score -5856410 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -5856544.000000 Penalty: 5338.845215
	Iteration 48Q: 3 clusters Score -5856544 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -5856667.500000 Penalty: 5338.845215
	Iteration 49Q: 3 clusters Score -5856668 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -5856807.500000 Penalty: 5338.845215
	Iteration 50Q: 3 clusters Score -5856808 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -5856932.000000 Penalty: 5338.845215
	Iteration 51Q: 3 clusters Score -5856932 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -5857089.500000 Penalty: 5338.845215
	Iteration 52Q: 3 clusters Score -5857090 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5857272.000000 Penalty: 5338.845215
	Iteration 53Q: 3 clusters Score -5857272 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -5857494.000000 Penalty: 5338.845215
	Iteration 54Q: 3 clusters Score -5857494 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -5857796.500000 Penalty: 5338.845215
	Iteration 55Q: 3 clusters Score -5857796 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -5858057.500000 Penalty: 5338.845215
	Iteration 56Q: 3 clusters Score -5858058 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -5858239.500000 Penalty: 5338.845215
	Iteration 57Q: 3 clusters Score -5858240 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -5858297.000000 Penalty: 5338.845215
	Iteration 58Q: 3 clusters Score -5858297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5858314.500000 Penalty: 5338.845215
	Iteration 59Q: 3 clusters Score -5858314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -5858350.000000 Penalty: 5338.845215
	Iteration 60F: 3 clusters Score -5858350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -5858346.500000 Penalty: 5338.845215
	Iteration 61Q: 3 clusters Score -5858346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -5858364.500000 Penalty: 5338.845215
	Iteration 62Q: 3 clusters Score -5858364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -5858364.000000 Penalty: 5338.845215
	Iteration 63Q: 3 clusters Score -5858364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -5858358.000000 Penalty: 5338.845215
	Iteration 64Q: 3 clusters Score -5858358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -5858358.500000 Penalty: 5338.845215
	Iteration 65Q: 3 clusters Score -5858358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -5858356.500000 Penalty: 5338.845215
	Iteration 66Q: 3 clusters Score -5858356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -5858352.000000 Penalty: 5338.845215
	Iteration 67Q: 3 clusters Score -5858352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -5858361.000000 Penalty: 5338.845215
	Iteration 68Q: 3 clusters Score -5858361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -5858357.000000 Penalty: 5338.845215
	Iteration 69Q: 3 clusters Score -5858357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -5858362.000000 Penalty: 5338.845215
	Iteration 70Q: 3 clusters Score -5858362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5858366.000000 Penalty: 5338.845215
	Iteration 71Q: 3 clusters Score -5858366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -5858364.000000 Penalty: 5338.845215
	Iteration 72Q: 3 clusters Score -5858364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -5858364.000000 Penalty: 5338.845215
	Iteration 73F: 3 clusters Score -5858364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Entering Unmasked Estep 
Score: -3990506.750000 Penalty: 2553.484131
	Iteration 0F: 2 clusters Score -3990507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3970180.750000 Penalty: 5106.968262
	Iteration 0F: 3 clusters Score -3970181 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3977213.000000 Penalty: 5106.968262
	Iteration 1F: 3 clusters Score -3977213 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3977561.250000 Penalty: 5106.968262
	Iteration 2Q: 3 clusters Score -3977561 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3977865.750000 Penalty: 5106.968262
	Iteration 3Q: 3 clusters Score -3977866 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3978145.750000 Penalty: 5106.968262
	Iteration 4Q: 3 clusters Score -3978146 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3978416.000000 Penalty: 5106.968262
	Iteration 5Q: 3 clusters Score -3978416 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3978678.250000 Penalty: 5106.968262
	Iteration 6Q: 3 clusters Score -3978678 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3978946.000000 Penalty: 5106.968262
	Iteration 7Q: 3 clusters Score -3978946 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3979228.500000 Penalty: 5106.968262
	Iteration 8Q: 3 clusters Score -3979228 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3979516.500000 Penalty: 5106.968262
	Iteration 9Q: 3 clusters Score -3979516 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3979943.250000 Penalty: 5106.968262
	Iteration 10Q: 3 clusters Score -3979943 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3980497.750000 Penalty: 5106.968262
	Iteration 11Q: 3 clusters Score -3980498 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3981163.500000 Penalty: 5106.968262
	Iteration 12Q: 3 clusters Score -3981164 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3982098.750000 Penalty: 5106.968262
	Iteration 13Q: 3 clusters Score -3982099 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3983097.750000 Penalty: 5106.968262
	Iteration 14Q: 3 clusters Score -3983098 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3984069.500000 Penalty: 5106.968262
	Iteration 15Q: 3 clusters Score -3984070 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3984855.000000 Penalty: 5106.968262
	Iteration 16Q: 3 clusters Score -3984855 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3985550.250000 Penalty: 5106.968262
	Iteration 17Q: 3 clusters Score -3985550 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3986127.000000 Penalty: 5106.968262
	Iteration 18Q: 3 clusters Score -3986127 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3986566.750000 Penalty: 5106.968262
	Iteration 19Q: 3 clusters Score -3986567 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3986915.250000 Penalty: 5106.968262
	Iteration 20F: 3 clusters Score -3986915 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3987241.250000 Penalty: 5106.968262
	Iteration 21Q: 3 clusters Score -3987241 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3987528.250000 Penalty: 5106.968262
	Iteration 22Q: 3 clusters Score -3987528 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3987740.500000 Penalty: 5106.968262
	Iteration 23Q: 3 clusters Score -3987740 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3987863.750000 Penalty: 5106.968262
	Iteration 24Q: 3 clusters Score -3987864 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3987956.750000 Penalty: 5106.968262
	Iteration 25Q: 3 clusters Score -3987957 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3988034.500000 Penalty: 5106.968262
	Iteration 26Q: 3 clusters Score -3988034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3988107.750000 Penalty: 5106.968262
	Iteration 27Q: 3 clusters Score -3988108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3988156.500000 Penalty: 5106.968262
	Iteration 28Q: 3 clusters Score -3988156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3988204.000000 Penalty: 5106.968262
	Iteration 29Q: 3 clusters Score -3988204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3988243.000000 Penalty: 5106.968262
	Iteration 30Q: 3 clusters Score -3988243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3988273.750000 Penalty: 5106.968262
	Iteration 31Q: 3 clusters Score -3988274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3988291.500000 Penalty: 5106.968262
	Iteration 32Q: 3 clusters Score -3988292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3988304.000000 Penalty: 5106.968262
	Iteration 33Q: 3 clusters Score -3988304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3988317.250000 Penalty: 5106.968262
	Iteration 34Q: 3 clusters Score -3988317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3988321.250000 Penalty: 5106.968262
	Iteration 35Q: 3 clusters Score -3988321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3988323.750000 Penalty: 5106.968262
	Iteration 36Q: 3 clusters Score -3988324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3988331.000000 Penalty: 5106.968262
	Iteration 37Q: 3 clusters Score -3988331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3988331.000000 Penalty: 5106.968262
	Iteration 38Q: 3 clusters Score -3988331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3988335.750000 Penalty: 5106.968262
	Iteration 39Q: 3 clusters Score -3988336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3988335.750000 Penalty: 5106.968262
	Iteration 40F: 3 clusters Score -3988336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Entering Unmasked Estep 
Score: -7280565.000000 Penalty: 2704.840820
	Iteration 0F: 2 clusters Score -7280565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7243992.500000 Penalty: 5409.681641
	Iteration 0F: 3 clusters Score -7243992 nChanged 25184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -7257813.000000 Penalty: 5409.681641
	Iteration 1F: 3 clusters Score -7257813 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -7258557.500000 Penalty: 5409.681641
	Iteration 2Q: 3 clusters Score -7258558 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -7259462.000000 Penalty: 5409.681641
	Iteration 3Q: 3 clusters Score -7259462 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -7260607.500000 Penalty: 5409.681641
	Iteration 4Q: 3 clusters Score -7260608 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -7262449.000000 Penalty: 5409.681641
	Iteration 5F: 3 clusters Score -7262449 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -7265132.000000 Penalty: 5409.681641
	Iteration 6F: 3 clusters Score -7265132 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -7268595.000000 Penalty: 5409.681641
	Iteration 7F: 3 clusters Score -7268595 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -7272195.000000 Penalty: 5409.681641
	Iteration 8F: 3 clusters Score -7272195 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -7274972.500000 Penalty: 5409.681641
	Iteration 9Q: 3 clusters Score -7274972 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -7276588.500000 Penalty: 5409.681641
	Iteration 10Q: 3 clusters Score -7276588 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -7277273.000000 Penalty: 5409.681641
	Iteration 11Q: 3 clusters Score -7277273 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7277592.500000 Penalty: 5409.681641
	Iteration 12Q: 3 clusters Score -7277592 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7277735.500000 Penalty: 5409.681641
	Iteration 13Q: 3 clusters Score -7277736 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7277826.500000 Penalty: 5409.681641
	Iteration 14Q: 3 clusters Score -7277826 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -7277905.000000 Penalty: 5409.681641
	Iteration 15Q: 3 clusters Score -7277905 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7277979.000000 Penalty: 5409.681641
	Iteration 16Q: 3 clusters Score -7277979 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7278045.500000 Penalty: 5409.681641
	Iteration 17Q: 3 clusters Score -7278046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7278095.500000 Penalty: 5409.681641
	Iteration 18Q: 3 clusters Score -7278096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7278122.500000 Penalty: 5409.681641
	Iteration 19Q: 3 clusters Score -7278122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7278134.000000 Penalty: 5409.681641
	Iteration 20F: 3 clusters Score -7278134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7278173.500000 Penalty: 5409.681641
	Iteration 21Q: 3 clusters Score -7278174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7278191.500000 Penalty: 5409.681641
	Iteration 22Q: 3 clusters Score -7278192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7278198.000000 Penalty: 5409.681641
	Iteration 23Q: 3 clusters Score -7278198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7278210.500000 Penalty: 5409.681641
	Iteration 24Q: 3 clusters Score -7278210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7278221.500000 Penalty: 5409.681641
	Iteration 25Q: 3 clusters Score -7278222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7278220.000000 Penalty: 5409.681641
	Iteration 26Q: 3 clusters Score -7278220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7278222.500000 Penalty: 5409.681641
	Iteration 27Q: 3 clusters Score -7278222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7278232.500000 Penalty: 5409.681641
	Iteration 28Q: 3 clusters Score -7278232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7278233.500000 Penalty: 5409.681641
	Iteration 29Q: 3 clusters Score -7278234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7278241.500000 Penalty: 5409.681641
	Iteration 30Q: 3 clusters Score -7278242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7278242.500000 Penalty: 5409.681641
	Iteration 31Q: 3 clusters Score -7278242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7278256.000000 Penalty: 5409.681641
	Iteration 32Q: 3 clusters Score -7278256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7278263.000000 Penalty: 5409.681641
	Iteration 33Q: 3 clusters Score -7278263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7278270.500000 Penalty: 5409.681641
	Iteration 34Q: 3 clusters Score -7278270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7278271.500000 Penalty: 5409.681641
	Iteration 35Q: 3 clusters Score -7278272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7278271.500000 Penalty: 5409.681641
	Iteration 36Q: 3 clusters Score -7278272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7278271.500000 Penalty: 5409.681641
	Iteration 37Q: 3 clusters Score -7278272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7278275.500000 Penalty: 5409.681641
	Iteration 38Q: 3 clusters Score -7278276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7278271.000000 Penalty: 5409.681641
	Iteration 39Q: 3 clusters Score -7278271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7278272.500000 Penalty: 5409.681641
	Iteration 40F: 3 clusters Score -7278272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7278273.500000 Penalty: 5409.681641
	Iteration 41Q: 3 clusters Score -7278274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7278273.500000 Penalty: 5409.681641
	Iteration 42F: 3 clusters Score -7278274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -26807.121094 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -26807.12 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 139 members 
Entering Unmasked Estep 
Score: -25641.767578 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -25641.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25766.976562 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -25766.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25798.957031 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -25798.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25816.197266 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -25816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25818.009766 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -25818.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25821.093750 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -25821.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25821.093750 Penalty: 2803.634521
	Iteration 6F: 3 clusters Score -25821.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Entering Unmasked Estep 
Score: -21474820.000000 Penalty: 2974.149658
	Iteration 0F: 2 clusters Score -2.147482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81161 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -21367418.000000 Penalty: 5948.299316
	Iteration 0F: 3 clusters Score -2.136742e+07 nChanged 77352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -21412754.000000 Penalty: 5948.299316
	Iteration 1F: 3 clusters Score -2.141275e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -21414128.000000 Penalty: 5948.299316
	Iteration 2Q: 3 clusters Score -2.141413e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -21416388.000000 Penalty: 5948.299316
	Iteration 3Q: 3 clusters Score -2.141639e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -21420650.000000 Penalty: 5948.299316
	Iteration 4F: 3 clusters Score -2.142065e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -21428886.000000 Penalty: 5948.299316
	Iteration 5F: 3 clusters Score -2.142889e+07 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131535 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -21442362.000000 Penalty: 5948.299316
	Iteration 6F: 3 clusters Score -2.144236e+07 nChanged 14825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -21457170.000000 Penalty: 5948.299316
	Iteration 7F: 3 clusters Score -2.145717e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -21467180.000000 Penalty: 5948.299316
	Iteration 8F: 3 clusters Score -2.146718e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160004 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -21470856.000000 Penalty: 5948.299316
	Iteration 9Q: 3 clusters Score -2.147086e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21471742.000000 Penalty: 5948.299316
	Iteration 10Q: 3 clusters Score -2.147174e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161288 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21472010.000000 Penalty: 5948.299316
	Iteration 11Q: 3 clusters Score -2.147201e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21472106.000000 Penalty: 5948.299316
	Iteration 12Q: 3 clusters Score -2.147211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21472162.000000 Penalty: 5948.299316
	Iteration 13Q: 3 clusters Score -2.147216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161367 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21472200.000000 Penalty: 5948.299316
	Iteration 14Q: 3 clusters Score -2.14722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161372 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21472214.000000 Penalty: 5948.299316
	Iteration 15Q: 3 clusters Score -2.147221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161375 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21472230.000000 Penalty: 5948.299316
	Iteration 16Q: 3 clusters Score -2.147223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21472234.000000 Penalty: 5948.299316
	Iteration 17Q: 3 clusters Score -2.147223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21472234.000000 Penalty: 5948.299316
	Iteration 18F: 3 clusters Score -2.147223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Entering Unmasked Estep 
Score: -2681553.500000 Penalty: 2454.884277
	Iteration 0F: 2 clusters Score -2681554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2667674.000000 Penalty: 4909.768555
	Iteration 0F: 3 clusters Score -2667674 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2673087.250000 Penalty: 4909.768555
	Iteration 1F: 3 clusters Score -2673087 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2674122.750000 Penalty: 4909.768555
	Iteration 2F: 3 clusters Score -2674123 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2675281.750000 Penalty: 4909.768555
	Iteration 3F: 3 clusters Score -2675282 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2676505.000000 Penalty: 4909.768555
	Iteration 4F: 3 clusters Score -2676505 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2677715.500000 Penalty: 4909.768555
	Iteration 5F: 3 clusters Score -2677716 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2678750.250000 Penalty: 4909.768555
	Iteration 6F: 3 clusters Score -2678750 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2679457.750000 Penalty: 4909.768555
	Iteration 7Q: 3 clusters Score -2679458 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2679912.000000 Penalty: 4909.768555
	Iteration 8Q: 3 clusters Score -2679912 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2680216.500000 Penalty: 4909.768555
	Iteration 9Q: 3 clusters Score -2680216 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2680500.000000 Penalty: 4909.768555
	Iteration 10Q: 3 clusters Score -2680500 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2680651.500000 Penalty: 4909.768555
	Iteration 11Q: 3 clusters Score -2680652 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2680748.000000 Penalty: 4909.768555
	Iteration 12Q: 3 clusters Score -2680748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2680793.750000 Penalty: 4909.768555
	Iteration 13Q: 3 clusters Score -2680794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2680825.250000 Penalty: 4909.768555
	Iteration 14Q: 3 clusters Score -2680825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2680853.000000 Penalty: 4909.768555
	Iteration 15Q: 3 clusters Score -2680853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2680865.250000 Penalty: 4909.768555
	Iteration 16Q: 3 clusters Score -2680865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2680873.500000 Penalty: 4909.768555
	Iteration 17Q: 3 clusters Score -2680874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2680881.250000 Penalty: 4909.768555
	Iteration 18Q: 3 clusters Score -2680881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2680894.250000 Penalty: 4909.768555
	Iteration 19Q: 3 clusters Score -2680894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2680892.750000 Penalty: 4909.768555
	Iteration 20F: 3 clusters Score -2680893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2680900.000000 Penalty: 4909.768555
	Iteration 21Q: 3 clusters Score -2680900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2680900.750000 Penalty: 4909.768555
	Iteration 22Q: 3 clusters Score -2680901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2680905.250000 Penalty: 4909.768555
	Iteration 23Q: 3 clusters Score -2680905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2680911.500000 Penalty: 4909.768555
	Iteration 24Q: 3 clusters Score -2680912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2680921.000000 Penalty: 4909.768555
	Iteration 25Q: 3 clusters Score -2680921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2680928.750000 Penalty: 4909.768555
	Iteration 26Q: 3 clusters Score -2680929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2680928.000000 Penalty: 4909.768555
	Iteration 27Q: 3 clusters Score -2680928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2680930.000000 Penalty: 4909.768555
	Iteration 28Q: 3 clusters Score -2680930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2680929.750000 Penalty: 4909.768555
	Iteration 29Q: 3 clusters Score -2680930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2680930.500000 Penalty: 4909.768555
	Iteration 30Q: 3 clusters Score -2680930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2680930.500000 Penalty: 4909.768555
	Iteration 31F: 3 clusters Score -2680930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Entering Unmasked Estep 
Score: -3826077.000000 Penalty: 2543.472656
	Iteration 0F: 2 clusters Score -3826077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3806590.500000 Penalty: 5086.945312
	Iteration 0F: 3 clusters Score -3806590 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3813711.500000 Penalty: 5086.945312
	Iteration 1F: 3 clusters Score -3813712 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3814679.250000 Penalty: 5086.945312
	Iteration 2F: 3 clusters Score -3814679 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3815758.250000 Penalty: 5086.945312
	Iteration 3F: 3 clusters Score -3815758 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3816799.250000 Penalty: 5086.945312
	Iteration 4F: 3 clusters Score -3816799 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3817810.500000 Penalty: 5086.945312
	Iteration 5F: 3 clusters Score -3817810 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3818840.750000 Penalty: 5086.945312
	Iteration 6F: 3 clusters Score -3818841 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3819900.750000 Penalty: 5086.945312
	Iteration 7F: 3 clusters Score -3819901 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3820911.250000 Penalty: 5086.945312
	Iteration 8F: 3 clusters Score -3820911 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3821783.500000 Penalty: 5086.945312
	Iteration 9Q: 3 clusters Score -3821784 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3822590.250000 Penalty: 5086.945312
	Iteration 10Q: 3 clusters Score -3822590 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3823314.750000 Penalty: 5086.945312
	Iteration 11Q: 3 clusters Score -3823315 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3823904.250000 Penalty: 5086.945312
	Iteration 12Q: 3 clusters Score -3823904 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3824312.500000 Penalty: 5086.945312
	Iteration 13Q: 3 clusters Score -3824312 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3824655.250000 Penalty: 5086.945312
	Iteration 14Q: 3 clusters Score -3824655 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3824967.250000 Penalty: 5086.945312
	Iteration 15Q: 3 clusters Score -3824967 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3825185.750000 Penalty: 5086.945312
	Iteration 16Q: 3 clusters Score -3825186 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3825330.500000 Penalty: 5086.945312
	Iteration 17Q: 3 clusters Score -3825330 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3825452.250000 Penalty: 5086.945312
	Iteration 18Q: 3 clusters Score -3825452 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3825529.250000 Penalty: 5086.945312
	Iteration 19Q: 3 clusters Score -3825529 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3825586.250000 Penalty: 5086.945312
	Iteration 20F: 3 clusters Score -3825586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3825643.500000 Penalty: 5086.945312
	Iteration 21Q: 3 clusters Score -3825644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3825695.750000 Penalty: 5086.945312
	Iteration 22Q: 3 clusters Score -3825696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3825718.250000 Penalty: 5086.945312
	Iteration 23Q: 3 clusters Score -3825718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3825724.000000 Penalty: 5086.945312
	Iteration 24Q: 3 clusters Score -3825724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3825728.750000 Penalty: 5086.945312
	Iteration 25Q: 3 clusters Score -3825729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3825739.500000 Penalty: 5086.945312
	Iteration 26Q: 3 clusters Score -3825740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3825747.750000 Penalty: 5086.945312
	Iteration 27Q: 3 clusters Score -3825748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3825752.750000 Penalty: 5086.945312
	Iteration 28Q: 3 clusters Score -3825753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3825755.500000 Penalty: 5086.945312
	Iteration 29Q: 3 clusters Score -3825756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3825760.000000 Penalty: 5086.945312
	Iteration 30Q: 3 clusters Score -3825760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3825762.250000 Penalty: 5086.945312
	Iteration 31Q: 3 clusters Score -3825762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3825768.500000 Penalty: 5086.945312
	Iteration 32Q: 3 clusters Score -3825768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3825768.500000 Penalty: 5086.945312
	Iteration 33Q: 3 clusters Score -3825768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3825771.750000 Penalty: 5086.945312
	Iteration 34Q: 3 clusters Score -3825772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3825770.750000 Penalty: 5086.945312
	Iteration 35Q: 3 clusters Score -3825771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3825776.250000 Penalty: 5086.945312
	Iteration 36Q: 3 clusters Score -3825776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3825780.250000 Penalty: 5086.945312
	Iteration 37Q: 3 clusters Score -3825780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3825779.750000 Penalty: 5086.945312
	Iteration 38Q: 3 clusters Score -3825780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3825777.250000 Penalty: 5086.945312
	Iteration 39Q: 3 clusters Score -3825777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3825777.250000 Penalty: 5086.945312
	Iteration 40F: 3 clusters Score -3825777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78927.460938 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78927.46 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 366 members 
Entering Unmasked Estep 
Score: -77310.125000 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77310.12 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77768.976562 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77768.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78079.601562 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -78079.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78333.117188 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -78333.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78524.773438 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -78524.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78722.304688 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -78722.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78907.531250 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -78907.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78965.421875 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -78965.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78972.539062 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -78972.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78975.554688 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -78975.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78977.179688 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -78977.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78978.210938 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -78978.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78983.210938 Penalty: 3272.184082
	Iteration 12F: 3 clusters Score -78983.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79014.906250 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -79014.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79017.406250 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -79017.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79017.406250 Penalty: 3272.184082
	Iteration 15F: 3 clusters Score -79017.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 82995 members 
Mstep: Class 4 contains 220296 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 47278 members 
Mstep: Class 16 contains 29623 members 
Mstep: Class 17 contains 54536 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 161545 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 424 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 56684 members 
Mstep: Class 28 contains 602 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 38335 members 
Mstep: Class 31 contains 309 members 
Entering Unmasked Estep 
Score: -133248944.000000 Penalty: 106424.484375
Splitting cluster 22 changes total score from -133250504.000000 to -133248944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Entering Unmasked Estep 
Score: -1038047.500000 Penalty: 2235.673340
	Iteration 0F: 2 clusters Score -1038048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1031445.250000 Penalty: 4471.346680
	Iteration 0F: 3 clusters Score -1031445 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1033272.812500 Penalty: 4471.346680
	Iteration 1F: 3 clusters Score -1033273 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1033547.437500 Penalty: 4471.346680
	Iteration 2F: 3 clusters Score -1033547 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1033751.625000 Penalty: 4471.346680
	Iteration 3F: 3 clusters Score -1033752 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1033959.812500 Penalty: 4471.346680
	Iteration 4Q: 3 clusters Score -1033960 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1034205.625000 Penalty: 4471.346680
	Iteration 5Q: 3 clusters Score -1034206 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1034487.750000 Penalty: 4471.346680
	Iteration 6Q: 3 clusters Score -1034488 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1034789.625000 Penalty: 4471.346680
	Iteration 7F: 3 clusters Score -1034790 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1035082.187500 Penalty: 4471.346680
	Iteration 8Q: 3 clusters Score -1035082 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1035353.625000 Penalty: 4471.346680
	Iteration 9Q: 3 clusters Score -1035354 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1035585.625000 Penalty: 4471.346680
	Iteration 10Q: 3 clusters Score -1035586 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1035788.625000 Penalty: 4471.346680
	Iteration 11Q: 3 clusters Score -1035789 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1035964.750000 Penalty: 4471.346680
	Iteration 12Q: 3 clusters Score -1035965 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1036153.687500 Penalty: 4471.346680
	Iteration 13Q: 3 clusters Score -1036154 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1036275.812500 Penalty: 4471.346680
	Iteration 14Q: 3 clusters Score -1036276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1036357.250000 Penalty: 4471.346680
	Iteration 15Q: 3 clusters Score -1036357 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1036411.250000 Penalty: 4471.346680
	Iteration 16Q: 3 clusters Score -1036411 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1036464.312500 Penalty: 4471.346680
	Iteration 17Q: 3 clusters Score -1036464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1036509.750000 Penalty: 4471.346680
	Iteration 18Q: 3 clusters Score -1036510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1036533.687500 Penalty: 4471.346680
	Iteration 19Q: 3 clusters Score -1036534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1036550.562500 Penalty: 4471.346680
	Iteration 20F: 3 clusters Score -1036551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1036557.000000 Penalty: 4471.346680
	Iteration 21Q: 3 clusters Score -1036557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1036565.250000 Penalty: 4471.346680
	Iteration 22Q: 3 clusters Score -1036565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1036573.750000 Penalty: 4471.346680
	Iteration 23Q: 3 clusters Score -1036574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1036586.687500 Penalty: 4471.346680
	Iteration 24Q: 3 clusters Score -1036587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1036599.312500 Penalty: 4471.346680
	Iteration 25Q: 3 clusters Score -1036599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1036611.062500 Penalty: 4471.346680
	Iteration 26Q: 3 clusters Score -1036611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1036628.500000 Penalty: 4471.346680
	Iteration 27Q: 3 clusters Score -1036628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1036652.750000 Penalty: 4471.346680
	Iteration 28Q: 3 clusters Score -1036653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1036668.250000 Penalty: 4471.346680
	Iteration 29Q: 3 clusters Score -1036668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1036677.750000 Penalty: 4471.346680
	Iteration 30Q: 3 clusters Score -1036678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1036682.937500 Penalty: 4471.346680
	Iteration 31Q: 3 clusters Score -1036683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1036687.062500 Penalty: 4471.346680
	Iteration 32Q: 3 clusters Score -1036687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1036690.562500 Penalty: 4471.346680
	Iteration 33Q: 3 clusters Score -1036691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1036695.687500 Penalty: 4471.346680
	Iteration 34Q: 3 clusters Score -1036696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1036702.625000 Penalty: 4471.346680
	Iteration 35Q: 3 clusters Score -1036703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1036713.750000 Penalty: 4471.346680
	Iteration 36Q: 3 clusters Score -1036714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1036728.250000 Penalty: 4471.346680
	Iteration 37Q: 3 clusters Score -1036728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1036735.250000 Penalty: 4471.346680
	Iteration 38Q: 3 clusters Score -1036735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1036741.500000 Penalty: 4471.346680
	Iteration 39Q: 3 clusters Score -1036742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1036746.000000 Penalty: 4471.346680
	Iteration 40F: 3 clusters Score -1036746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1036757.062500 Penalty: 4471.346680
	Iteration 41Q: 3 clusters Score -1036757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1036760.812500 Penalty: 4471.346680
	Iteration 42Q: 3 clusters Score -1036761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1036764.375000 Penalty: 4471.346680
	Iteration 43Q: 3 clusters Score -1036764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1036765.312500 Penalty: 4471.346680
	Iteration 44Q: 3 clusters Score -1036765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1036764.437500 Penalty: 4471.346680
	Iteration 45Q: 3 clusters Score -1036764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1036766.875000 Penalty: 4471.346680
	Iteration 46Q: 3 clusters Score -1036767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1036766.312500 Penalty: 4471.346680
	Iteration 47Q: 3 clusters Score -1036766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1036765.375000 Penalty: 4471.346680
	Iteration 48Q: 3 clusters Score -1036765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1036766.312500 Penalty: 4471.346680
	Iteration 49Q: 3 clusters Score -1036766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1036765.812500 Penalty: 4471.346680
	Iteration 50Q: 3 clusters Score -1036766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1036765.812500 Penalty: 4471.346680
	Iteration 51F: 3 clusters Score -1036766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -688455.375000 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -688455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -683640.812500 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -683640.8 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -684874.500000 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -684874.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -685113.000000 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -685113 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -685258.687500 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -685258.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -685338.187500 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -685338.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -685395.937500 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -685395.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -685440.562500 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -685440.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -685473.937500 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -685473.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -685509.500000 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -685509.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -685550.125000 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -685550.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -685593.000000 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -685593 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -685637.812500 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -685637.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -685692.250000 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -685692.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -685745.375000 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -685745.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -685803.875000 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -685803.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -685866.500000 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -685866.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -685932.312500 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -685932.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -685995.875000 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -685995.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -686048.812500 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -686048.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -686103.625000 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -686103.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -686163.812500 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -686163.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -686218.062500 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -686218.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -686280.187500 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -686280.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -686355.375000 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -686355.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -686430.125000 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -686430.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -686508.375000 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -686508.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -686572.062500 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -686572.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -686627.937500 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -686627.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -686699.125000 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -686699.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -686776.750000 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -686776.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -686855.312500 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -686855.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -686935.250000 Penalty: 4268.907715
	Iteration 31Q: 3 clusters Score -686935.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -687028.500000 Penalty: 4268.907715
	Iteration 32Q: 3 clusters Score -687028.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -687126.062500 Penalty: 4268.907715
	Iteration 33Q: 3 clusters Score -687126.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -687219.000000 Penalty: 4268.907715
	Iteration 34Q: 3 clusters Score -687219 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -687298.125000 Penalty: 4268.907715
	Iteration 35Q: 3 clusters Score -687298.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -687356.125000 Penalty: 4268.907715
	Iteration 36Q: 3 clusters Score -687356.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -687397.187500 Penalty: 4268.907715
	Iteration 37Q: 3 clusters Score -687397.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -687417.000000 Penalty: 4268.907715
	Iteration 38Q: 3 clusters Score -687417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -687427.437500 Penalty: 4268.907715
	Iteration 39Q: 3 clusters Score -687427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -687430.500000 Penalty: 4268.907715
	Iteration 40F: 3 clusters Score -687430.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -687434.125000 Penalty: 4268.907715
	Iteration 41Q: 3 clusters Score -687434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -687435.375000 Penalty: 4268.907715
	Iteration 42Q: 3 clusters Score -687435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -687437.375000 Penalty: 4268.907715
	Iteration 43Q: 3 clusters Score -687437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -687436.875000 Penalty: 4268.907715
	Iteration 44Q: 3 clusters Score -687436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -687436.875000 Penalty: 4268.907715
	Iteration 45F: 3 clusters Score -687436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Entering Unmasked Estep 
Score: -1778976.625000 Penalty: 2358.167480
	Iteration 0F: 2 clusters Score -1778977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1769164.125000 Penalty: 4716.334961
	Iteration 0F: 3 clusters Score -1769164 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1772122.375000 Penalty: 4716.334961
	Iteration 1F: 3 clusters Score -1772122 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1772431.000000 Penalty: 4716.334961
	Iteration 2F: 3 clusters Score -1772431 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1772673.250000 Penalty: 4716.334961
	Iteration 3Q: 3 clusters Score -1772673 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1772865.500000 Penalty: 4716.334961
	Iteration 4Q: 3 clusters Score -1772866 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1773032.375000 Penalty: 4716.334961
	Iteration 5Q: 3 clusters Score -1773032 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1773224.250000 Penalty: 4716.334961
	Iteration 6Q: 3 clusters Score -1773224 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1773450.500000 Penalty: 4716.334961
	Iteration 7Q: 3 clusters Score -1773450 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1773708.125000 Penalty: 4716.334961
	Iteration 8Q: 3 clusters Score -1773708 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1774023.125000 Penalty: 4716.334961
	Iteration 9Q: 3 clusters Score -1774023 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1774422.250000 Penalty: 4716.334961
	Iteration 10Q: 3 clusters Score -1774422 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1774890.000000 Penalty: 4716.334961
	Iteration 11Q: 3 clusters Score -1774890 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1775375.750000 Penalty: 4716.334961
	Iteration 12Q: 3 clusters Score -1775376 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1775755.875000 Penalty: 4716.334961
	Iteration 13Q: 3 clusters Score -1775756 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1776102.875000 Penalty: 4716.334961
	Iteration 14Q: 3 clusters Score -1776103 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1776365.875000 Penalty: 4716.334961
	Iteration 15Q: 3 clusters Score -1776366 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1776555.500000 Penalty: 4716.334961
	Iteration 16Q: 3 clusters Score -1776556 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1776690.875000 Penalty: 4716.334961
	Iteration 17Q: 3 clusters Score -1776691 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1776769.125000 Penalty: 4716.334961
	Iteration 18Q: 3 clusters Score -1776769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1776826.625000 Penalty: 4716.334961
	Iteration 19Q: 3 clusters Score -1776827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1776849.125000 Penalty: 4716.334961
	Iteration 20F: 3 clusters Score -1776849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1776866.750000 Penalty: 4716.334961
	Iteration 21Q: 3 clusters Score -1776867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1776880.000000 Penalty: 4716.334961
	Iteration 22Q: 3 clusters Score -1776880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1776884.875000 Penalty: 4716.334961
	Iteration 23Q: 3 clusters Score -1776885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1776886.375000 Penalty: 4716.334961
	Iteration 24Q: 3 clusters Score -1776886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1776886.375000 Penalty: 4716.334961
	Iteration 25F: 3 clusters Score -1776886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -281356.656250 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -281356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -278682.375000 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -278682.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -279167.718750 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -279167.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -279276.875000 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -279276.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -279330.687500 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -279330.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -279361.437500 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -279361.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279379.625000 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -279379.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -279395.937500 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -279395.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -279407.625000 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -279407.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -279419.750000 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -279419.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -279433.156250 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -279433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -279439.812500 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -279439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -279448.312500 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -279448.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -279453.750000 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -279453.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -279457.750000 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -279457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -279462.968750 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -279463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -279468.437500 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -279468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279472.812500 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -279472.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -279476.093750 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -279476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -279478.750000 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -279478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -279479.750000 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -279479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -279484.843750 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -279484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279487.062500 Penalty: 3806.149170
	Iteration 21Q: 3 clusters Score -279487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279488.718750 Penalty: 3806.149170
	Iteration 22Q: 3 clusters Score -279488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -279489.000000 Penalty: 3806.149170
	Iteration 23Q: 3 clusters Score -279489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -279489.000000 Penalty: 3806.149170
	Iteration 24F: 3 clusters Score -279489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Entering Unmasked Estep 
Score: -7448839.000000 Penalty: 2714.421387
	Iteration 0F: 2 clusters Score -7448839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -7410722.500000 Penalty: 5428.842773
	Iteration 0F: 3 clusters Score -7410722 nChanged 26255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -7425653.500000 Penalty: 5428.842773
	Iteration 1F: 3 clusters Score -7425654 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -7426434.500000 Penalty: 5428.842773
	Iteration 2Q: 3 clusters Score -7426434 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -7427524.500000 Penalty: 5428.842773
	Iteration 3Q: 3 clusters Score -7427524 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -7428987.500000 Penalty: 5428.842773
	Iteration 4Q: 3 clusters Score -7428988 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -7431009.000000 Penalty: 5428.842773
	Iteration 5F: 3 clusters Score -7431009 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -7433180.000000 Penalty: 5428.842773
	Iteration 6F: 3 clusters Score -7433180 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -7435040.000000 Penalty: 5428.842773
	Iteration 7F: 3 clusters Score -7435040 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -7436536.000000 Penalty: 5428.842773
	Iteration 8F: 3 clusters Score -7436536 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -7437708.000000 Penalty: 5428.842773
	Iteration 9Q: 3 clusters Score -7437708 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -7438704.500000 Penalty: 5428.842773
	Iteration 10Q: 3 clusters Score -7438704 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -7439493.000000 Penalty: 5428.842773
	Iteration 11Q: 3 clusters Score -7439493 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -7440249.000000 Penalty: 5428.842773
	Iteration 12Q: 3 clusters Score -7440249 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -7440862.000000 Penalty: 5428.842773
	Iteration 13Q: 3 clusters Score -7440862 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -7441394.000000 Penalty: 5428.842773
	Iteration 14Q: 3 clusters Score -7441394 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -7441774.000000 Penalty: 5428.842773
	Iteration 15Q: 3 clusters Score -7441774 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -7442007.500000 Penalty: 5428.842773
	Iteration 16Q: 3 clusters Score -7442008 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7442171.000000 Penalty: 5428.842773
	Iteration 17Q: 3 clusters Score -7442171 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -7442263.500000 Penalty: 5428.842773
	Iteration 18Q: 3 clusters Score -7442264 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -7442345.000000 Penalty: 5428.842773
	Iteration 19Q: 3 clusters Score -7442345 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -7442390.000000 Penalty: 5428.842773
	Iteration 20F: 3 clusters Score -7442390 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -7442453.500000 Penalty: 5428.842773
	Iteration 21Q: 3 clusters Score -7442454 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -7442477.500000 Penalty: 5428.842773
	Iteration 22Q: 3 clusters Score -7442478 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -7442512.000000 Penalty: 5428.842773
	Iteration 23Q: 3 clusters Score -7442512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -7442557.500000 Penalty: 5428.842773
	Iteration 24Q: 3 clusters Score -7442558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -7442569.500000 Penalty: 5428.842773
	Iteration 25Q: 3 clusters Score -7442570 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -7442574.500000 Penalty: 5428.842773
	Iteration 26Q: 3 clusters Score -7442574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -7442570.500000 Penalty: 5428.842773
	Iteration 27Q: 3 clusters Score -7442570 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -7442589.000000 Penalty: 5428.842773
	Iteration 28Q: 3 clusters Score -7442589 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -7442596.500000 Penalty: 5428.842773
	Iteration 29Q: 3 clusters Score -7442596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -7442603.500000 Penalty: 5428.842773
	Iteration 30Q: 3 clusters Score -7442604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -7442621.500000 Penalty: 5428.842773
	Iteration 31Q: 3 clusters Score -7442622 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -7442611.500000 Penalty: 5428.842773
	Iteration 32Q: 3 clusters Score -7442612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -7442616.000000 Penalty: 5428.842773
	Iteration 33Q: 3 clusters Score -7442616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -7442613.500000 Penalty: 5428.842773
	Iteration 34Q: 3 clusters Score -7442614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -7442624.500000 Penalty: 5428.842773
	Iteration 35Q: 3 clusters Score -7442624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -7442623.000000 Penalty: 5428.842773
	Iteration 36Q: 3 clusters Score -7442623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -7442626.000000 Penalty: 5428.842773
	Iteration 37Q: 3 clusters Score -7442626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -7442628.500000 Penalty: 5428.842773
	Iteration 38Q: 3 clusters Score -7442628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -7442633.000000 Penalty: 5428.842773
	Iteration 39Q: 3 clusters Score -7442633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -7442638.500000 Penalty: 5428.842773
	Iteration 40F: 3 clusters Score -7442638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -7442636.500000 Penalty: 5428.842773
	Iteration 41Q: 3 clusters Score -7442636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -7442621.000000 Penalty: 5428.842773
	Iteration 42Q: 3 clusters Score -7442621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -7442634.000000 Penalty: 5428.842773
	Iteration 43Q: 3 clusters Score -7442634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -7442634.500000 Penalty: 5428.842773
	Iteration 44Q: 3 clusters Score -7442634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -7442650.500000 Penalty: 5428.842773
	Iteration 45Q: 3 clusters Score -7442650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -7442643.000000 Penalty: 5428.842773
	Iteration 46Q: 3 clusters Score -7442643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -7442653.000000 Penalty: 5428.842773
	Iteration 47Q: 3 clusters Score -7442653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -7442652.000000 Penalty: 5428.842773
	Iteration 48Q: 3 clusters Score -7442652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -7442634.000000 Penalty: 5428.842773
	Iteration 49Q: 3 clusters Score -7442634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -7442638.000000 Penalty: 5428.842773
	Iteration 50Q: 3 clusters Score -7442638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -7442642.500000 Penalty: 5428.842773
	Iteration 51Q: 3 clusters Score -7442642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -7442655.500000 Penalty: 5428.842773
	Iteration 52Q: 3 clusters Score -7442656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -7442652.500000 Penalty: 5428.842773
	Iteration 53Q: 3 clusters Score -7442652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -7442657.000000 Penalty: 5428.842773
	Iteration 54Q: 3 clusters Score -7442657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -7442653.500000 Penalty: 5428.842773
	Iteration 55Q: 3 clusters Score -7442654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -7442655.500000 Penalty: 5428.842773
	Iteration 56Q: 3 clusters Score -7442656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -7442658.500000 Penalty: 5428.842773
	Iteration 57Q: 3 clusters Score -7442658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -7442675.500000 Penalty: 5428.842773
	Iteration 58Q: 3 clusters Score -7442676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -7442668.500000 Penalty: 5428.842773
	Iteration 59Q: 3 clusters Score -7442668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -7442675.500000 Penalty: 5428.842773
	Iteration 60F: 3 clusters Score -7442676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -7442680.500000 Penalty: 5428.842773
	Iteration 61Q: 3 clusters Score -7442680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -7442678.000000 Penalty: 5428.842773
	Iteration 62Q: 3 clusters Score -7442678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -7442673.000000 Penalty: 5428.842773
	Iteration 63Q: 3 clusters Score -7442673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -7442671.000000 Penalty: 5428.842773
	Iteration 64Q: 3 clusters Score -7442671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -7442665.500000 Penalty: 5428.842773
	Iteration 65Q: 3 clusters Score -7442666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -7442665.500000 Penalty: 5428.842773
	Iteration 66Q: 3 clusters Score -7442666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -7442671.000000 Penalty: 5428.842773
	Iteration 67Q: 3 clusters Score -7442671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -7442673.000000 Penalty: 5428.842773
	Iteration 68Q: 3 clusters Score -7442673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -7442669.000000 Penalty: 5428.842773
	Iteration 69Q: 3 clusters Score -7442669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -7442672.000000 Penalty: 5428.842773
	Iteration 70Q: 3 clusters Score -7442672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -7442672.000000 Penalty: 5428.842773
	Iteration 71Q: 3 clusters Score -7442672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -7442673.000000 Penalty: 5428.842773
	Iteration 72Q: 3 clusters Score -7442673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -7442664.000000 Penalty: 5428.842773
	Iteration 73Q: 3 clusters Score -7442664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -7442680.500000 Penalty: 5428.842773
	Iteration 74Q: 3 clusters Score -7442680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -7442675.000000 Penalty: 5428.842773
	Iteration 75Q: 3 clusters Score -7442675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -7442671.500000 Penalty: 5428.842773
	Iteration 76Q: 3 clusters Score -7442672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -7442674.500000 Penalty: 5428.842773
	Iteration 77Q: 3 clusters Score -7442674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -7442678.000000 Penalty: 5428.842773
	Iteration 78Q: 3 clusters Score -7442678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -7442685.500000 Penalty: 5428.842773
	Iteration 79Q: 3 clusters Score -7442686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -7442668.000000 Penalty: 5428.842773
	Iteration 80F: 3 clusters Score -7442668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -7442676.000000 Penalty: 5428.842773
	Iteration 81Q: 3 clusters Score -7442676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -7442675.000000 Penalty: 5428.842773
	Iteration 82Q: 3 clusters Score -7442675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -7442679.000000 Penalty: 5428.842773
	Iteration 83Q: 3 clusters Score -7442679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -7442677.000000 Penalty: 5428.842773
	Iteration 84Q: 3 clusters Score -7442677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -7442682.500000 Penalty: 5428.842773
	Iteration 85Q: 3 clusters Score -7442682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -7442683.500000 Penalty: 5428.842773
	Iteration 86Q: 3 clusters Score -7442684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -7442681.000000 Penalty: 5428.842773
	Iteration 87Q: 3 clusters Score -7442681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -7442684.000000 Penalty: 5428.842773
	Iteration 88Q: 3 clusters Score -7442684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -7442680.500000 Penalty: 5428.842773
	Iteration 89Q: 3 clusters Score -7442680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -7442682.000000 Penalty: 5428.842773
	Iteration 90Q: 3 clusters Score -7442682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -7442671.000000 Penalty: 5428.842773
	Iteration 91Q: 3 clusters Score -7442671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -7442663.000000 Penalty: 5428.842773
	Iteration 92Q: 3 clusters Score -7442663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -7442659.000000 Penalty: 5428.842773
	Iteration 93Q: 3 clusters Score -7442659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -7442655.000000 Penalty: 5428.842773
	Iteration 94Q: 3 clusters Score -7442655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -7442649.000000 Penalty: 5428.842773
	Iteration 95Q: 3 clusters Score -7442649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -7442654.000000 Penalty: 5428.842773
	Iteration 96Q: 3 clusters Score -7442654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -7442663.000000 Penalty: 5428.842773
	Iteration 97Q: 3 clusters Score -7442663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -7442657.500000 Penalty: 5428.842773
	Iteration 98Q: 3 clusters Score -7442658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -7442667.500000 Penalty: 5428.842773
	Iteration 99Q: 3 clusters Score -7442668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -7442666.500000 Penalty: 5428.842773
	Iteration 100F: 3 clusters Score -7442666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -7442664.000000 Penalty: 5428.842773
	Iteration 101Q: 3 clusters Score -7442664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -7442666.000000 Penalty: 5428.842773
	Iteration 102Q: 3 clusters Score -7442666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -7442672.500000 Penalty: 5428.842773
	Iteration 103Q: 3 clusters Score -7442672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7442671.500000 Penalty: 5428.842773
	Iteration 104Q: 3 clusters Score -7442672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -7442679.500000 Penalty: 5428.842773
	Iteration 105Q: 3 clusters Score -7442680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -7442680.500000 Penalty: 5428.842773
	Iteration 106Q: 3 clusters Score -7442680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -7442683.000000 Penalty: 5428.842773
	Iteration 107Q: 3 clusters Score -7442683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -7442688.000000 Penalty: 5428.842773
	Iteration 108Q: 3 clusters Score -7442688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -7442698.000000 Penalty: 5428.842773
	Iteration 109Q: 3 clusters Score -7442698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -7442687.500000 Penalty: 5428.842773
	Iteration 110Q: 3 clusters Score -7442688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -7442693.500000 Penalty: 5428.842773
	Iteration 111Q: 3 clusters Score -7442694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -7442696.500000 Penalty: 5428.842773
	Iteration 112Q: 3 clusters Score -7442696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -7442703.000000 Penalty: 5428.842773
	Iteration 113Q: 3 clusters Score -7442703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -7442698.500000 Penalty: 5428.842773
	Iteration 114Q: 3 clusters Score -7442698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -7442696.000000 Penalty: 5428.842773
	Iteration 115Q: 3 clusters Score -7442696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -7442703.500000 Penalty: 5428.842773
	Iteration 116Q: 3 clusters Score -7442704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -7442700.000000 Penalty: 5428.842773
	Iteration 117Q: 3 clusters Score -7442700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -7442699.000000 Penalty: 5428.842773
	Iteration 118Q: 3 clusters Score -7442699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -7442694.000000 Penalty: 5428.842773
	Iteration 119Q: 3 clusters Score -7442694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -7442698.000000 Penalty: 5428.842773
	Iteration 120F: 3 clusters Score -7442698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -7442696.000000 Penalty: 5428.842773
	Iteration 121Q: 3 clusters Score -7442696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -7442696.000000 Penalty: 5428.842773
	Iteration 122F: 3 clusters Score -7442696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -65101.804688 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -65101.8 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 296 members 
Entering Unmasked Estep 
Score: -63572.910156 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -63572.91 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63955.488281 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -63955.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64125.832031 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64125.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64217.148438 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -64217.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64298.308594 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -64298.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64345.757812 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -64345.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64356.425781 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -64356.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64389.738281 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -64389.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64445.750000 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -64445.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64506.203125 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -64506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64528.976562 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -64528.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64544.878906 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -64544.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64565.035156 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -64565.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64578.558594 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -64578.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64605.410156 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -64605.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64637.453125 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -64637.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64649.417969 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -64649.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64661.703125 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -64661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64669.222656 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -64669.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64673.410156 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -64673.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64681.808594 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -64681.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64721.406250 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -64721.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64805.734375 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -64805.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64852.195312 Penalty: 3174.527832
	Iteration 23Q: 3 clusters Score -64852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64857.808594 Penalty: 3174.527832
	Iteration 24Q: 3 clusters Score -64857.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64876.730469 Penalty: 3174.527832
	Iteration 25Q: 3 clusters Score -64876.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64882.785156 Penalty: 3174.527832
	Iteration 26Q: 3 clusters Score -64882.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64887.550781 Penalty: 3174.527832
	Iteration 27Q: 3 clusters Score -64887.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64887.550781 Penalty: 3174.527832
	Iteration 28F: 3 clusters Score -64887.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -470176.468750 Penalty: 2038.459839
	Iteration 0F: 2 clusters Score -470176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -466432.343750 Penalty: 4076.919678
	Iteration 0F: 3 clusters Score -466432.3 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -467236.218750 Penalty: 4076.919678
	Iteration 1F: 3 clusters Score -467236.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -467525.687500 Penalty: 4076.919678
	Iteration 2F: 3 clusters Score -467525.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -467731.000000 Penalty: 4076.919678
	Iteration 3F: 3 clusters Score -467731 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -467933.500000 Penalty: 4076.919678
	Iteration 4F: 3 clusters Score -467933.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -468109.906250 Penalty: 4076.919678
	Iteration 5F: 3 clusters Score -468109.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -468225.468750 Penalty: 4076.919678
	Iteration 6Q: 3 clusters Score -468225.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -468326.000000 Penalty: 4076.919678
	Iteration 7Q: 3 clusters Score -468326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -468409.593750 Penalty: 4076.919678
	Iteration 8Q: 3 clusters Score -468409.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -468481.031250 Penalty: 4076.919678
	Iteration 9Q: 3 clusters Score -468481 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -468542.093750 Penalty: 4076.919678
	Iteration 10Q: 3 clusters Score -468542.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -468587.187500 Penalty: 4076.919678
	Iteration 11Q: 3 clusters Score -468587.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -468627.531250 Penalty: 4076.919678
	Iteration 12Q: 3 clusters Score -468627.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -468656.531250 Penalty: 4076.919678
	Iteration 13Q: 3 clusters Score -468656.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -468680.531250 Penalty: 4076.919678
	Iteration 14Q: 3 clusters Score -468680.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -468702.531250 Penalty: 4076.919678
	Iteration 15Q: 3 clusters Score -468702.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -468720.781250 Penalty: 4076.919678
	Iteration 16Q: 3 clusters Score -468720.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -468735.156250 Penalty: 4076.919678
	Iteration 17Q: 3 clusters Score -468735.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -468754.781250 Penalty: 4076.919678
	Iteration 18Q: 3 clusters Score -468754.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -468767.812500 Penalty: 4076.919678
	Iteration 19Q: 3 clusters Score -468767.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -468778.000000 Penalty: 4076.919678
	Iteration 20F: 3 clusters Score -468778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -468785.812500 Penalty: 4076.919678
	Iteration 21Q: 3 clusters Score -468785.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -468790.250000 Penalty: 4076.919678
	Iteration 22Q: 3 clusters Score -468790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -468796.500000 Penalty: 4076.919678
	Iteration 23Q: 3 clusters Score -468796.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -468801.906250 Penalty: 4076.919678
	Iteration 24Q: 3 clusters Score -468801.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -468808.031250 Penalty: 4076.919678
	Iteration 25Q: 3 clusters Score -468808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -468813.031250 Penalty: 4076.919678
	Iteration 26Q: 3 clusters Score -468813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -468814.718750 Penalty: 4076.919678
	Iteration 27Q: 3 clusters Score -468814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -468817.656250 Penalty: 4076.919678
	Iteration 28Q: 3 clusters Score -468817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -468818.468750 Penalty: 4076.919678
	Iteration 29Q: 3 clusters Score -468818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -468820.687500 Penalty: 4076.919678
	Iteration 30Q: 3 clusters Score -468820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -468821.656250 Penalty: 4076.919678
	Iteration 31Q: 3 clusters Score -468821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -468822.156250 Penalty: 4076.919678
	Iteration 32Q: 3 clusters Score -468822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -468822.875000 Penalty: 4076.919678
	Iteration 33Q: 3 clusters Score -468822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -468823.968750 Penalty: 4076.919678
	Iteration 34Q: 3 clusters Score -468824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -468826.468750 Penalty: 4076.919678
	Iteration 35Q: 3 clusters Score -468826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -468827.500000 Penalty: 4076.919678
	Iteration 36Q: 3 clusters Score -468827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -468827.906250 Penalty: 4076.919678
	Iteration 37Q: 3 clusters Score -468827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -468827.906250 Penalty: 4076.919678
	Iteration 38F: 3 clusters Score -468827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Entering Unmasked Estep 
Score: -5160503.000000 Penalty: 2617.421387
	Iteration 0F: 2 clusters Score -5160503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -5134648.500000 Penalty: 5234.842773
	Iteration 0F: 3 clusters Score -5134648 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -5144042.500000 Penalty: 5234.842773
	Iteration 1F: 3 clusters Score -5144042 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -5144590.000000 Penalty: 5234.842773
	Iteration 2Q: 3 clusters Score -5144590 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -5145121.500000 Penalty: 5234.842773
	Iteration 3Q: 3 clusters Score -5145122 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -5145702.000000 Penalty: 5234.842773
	Iteration 4Q: 3 clusters Score -5145702 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5146378.500000 Penalty: 5234.842773
	Iteration 5Q: 3 clusters Score -5146378 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -5147229.500000 Penalty: 5234.842773
	Iteration 6Q: 3 clusters Score -5147230 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -5148417.500000 Penalty: 5234.842773
	Iteration 7F: 3 clusters Score -5148418 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -5149790.500000 Penalty: 5234.842773
	Iteration 8F: 3 clusters Score -5149790 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -5151472.000000 Penalty: 5234.842773
	Iteration 9F: 3 clusters Score -5151472 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -5153194.500000 Penalty: 5234.842773
	Iteration 10F: 3 clusters Score -5153194 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -5154544.000000 Penalty: 5234.842773
	Iteration 11Q: 3 clusters Score -5154544 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -5155558.500000 Penalty: 5234.842773
	Iteration 12Q: 3 clusters Score -5155558 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5156248.000000 Penalty: 5234.842773
	Iteration 13Q: 3 clusters Score -5156248 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5156749.500000 Penalty: 5234.842773
	Iteration 14Q: 3 clusters Score -5156750 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5157114.000000 Penalty: 5234.842773
	Iteration 15Q: 3 clusters Score -5157114 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5157321.000000 Penalty: 5234.842773
	Iteration 16Q: 3 clusters Score -5157321 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5157486.000000 Penalty: 5234.842773
	Iteration 17Q: 3 clusters Score -5157486 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5157627.000000 Penalty: 5234.842773
	Iteration 18Q: 3 clusters Score -5157627 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5157723.000000 Penalty: 5234.842773
	Iteration 19Q: 3 clusters Score -5157723 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5157801.500000 Penalty: 5234.842773
	Iteration 20F: 3 clusters Score -5157802 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5157870.000000 Penalty: 5234.842773
	Iteration 21Q: 3 clusters Score -5157870 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5157922.500000 Penalty: 5234.842773
	Iteration 22Q: 3 clusters Score -5157922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5157951.500000 Penalty: 5234.842773
	Iteration 23Q: 3 clusters Score -5157952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5157969.000000 Penalty: 5234.842773
	Iteration 24Q: 3 clusters Score -5157969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5158008.000000 Penalty: 5234.842773
	Iteration 25Q: 3 clusters Score -5158008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5158022.000000 Penalty: 5234.842773
	Iteration 26Q: 3 clusters Score -5158022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5158027.500000 Penalty: 5234.842773
	Iteration 27Q: 3 clusters Score -5158028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5158046.500000 Penalty: 5234.842773
	Iteration 28Q: 3 clusters Score -5158046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5158060.500000 Penalty: 5234.842773
	Iteration 29Q: 3 clusters Score -5158060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5158083.000000 Penalty: 5234.842773
	Iteration 30Q: 3 clusters Score -5158083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5158102.000000 Penalty: 5234.842773
	Iteration 31Q: 3 clusters Score -5158102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5158134.500000 Penalty: 5234.842773
	Iteration 32Q: 3 clusters Score -5158134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5158144.500000 Penalty: 5234.842773
	Iteration 33Q: 3 clusters Score -5158144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5158147.000000 Penalty: 5234.842773
	Iteration 34Q: 3 clusters Score -5158147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5158158.500000 Penalty: 5234.842773
	Iteration 35Q: 3 clusters Score -5158158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5158175.500000 Penalty: 5234.842773
	Iteration 36Q: 3 clusters Score -5158176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5158183.000000 Penalty: 5234.842773
	Iteration 37Q: 3 clusters Score -5158183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5158188.000000 Penalty: 5234.842773
	Iteration 38Q: 3 clusters Score -5158188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5158205.000000 Penalty: 5234.842773
	Iteration 39Q: 3 clusters Score -5158205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5158200.000000 Penalty: 5234.842773
	Iteration 40F: 3 clusters Score -5158200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5158209.500000 Penalty: 5234.842773
	Iteration 41Q: 3 clusters Score -5158210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5158214.000000 Penalty: 5234.842773
	Iteration 42Q: 3 clusters Score -5158214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5158211.500000 Penalty: 5234.842773
	Iteration 43Q: 3 clusters Score -5158212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5158210.500000 Penalty: 5234.842773
	Iteration 44Q: 3 clusters Score -5158210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5158220.000000 Penalty: 5234.842773
	Iteration 45Q: 3 clusters Score -5158220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5158217.000000 Penalty: 5234.842773
	Iteration 46Q: 3 clusters Score -5158217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5158219.000000 Penalty: 5234.842773
	Iteration 47Q: 3 clusters Score -5158219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5158220.000000 Penalty: 5234.842773
	Iteration 48Q: 3 clusters Score -5158220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5158221.500000 Penalty: 5234.842773
	Iteration 49Q: 3 clusters Score -5158222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5158222.500000 Penalty: 5234.842773
	Iteration 50Q: 3 clusters Score -5158222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5158222.500000 Penalty: 5234.842773
	Iteration 51Q: 3 clusters Score -5158222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5158225.500000 Penalty: 5234.842773
	Iteration 52Q: 3 clusters Score -5158226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5158225.500000 Penalty: 5234.842773
	Iteration 53F: 3 clusters Score -5158226 nChanged 0
--- Evaluating fit on full set of 3083413 points ---
Entering Unmasked Estep 
Score: -396135328.000000 Penalty: 111165.109375
25->31 Clusters: Score -396135328.000000, best is -396191168.000000

Main iterations: 0 (time per=infms)
Total iterations: 87479 (time per=562.811057ms)
Iterations metric 2: 6800332554240.000000 (time per=7.239962ns)
Iterations metric 3: 204015946170368.000000 (time per=241.325001ps)

That took 49234.148438 seconds.
